Hadoop实战课程
Hadoop生态系统
配置Hadoop运行环境
Hadoop系统架构
HDFS分布式文件系统
MapReduce分布式计算(MapReduce项目实战)
使用脚本语言Pig(Pig项目实战)
数据仓库工具Hive(Hive项目实战)
无限大表数据库HBase
YARN架构数据处理
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#include <bitcoin/bitcoin.hpp> bc::hash_digest create_merkle(bc::hash_digest_list& merkle)
{
// Stop if hash list is empty
if (merkle.empty()) {
return bc::null_hash;
} else if (merkle.size() == ) {
return merkle[];
} // While there is more than 1 hash in the list, keep looping...
while (merkle.size() > ) {
// If number of hashes is odd, dplicate the last hash in the list
if (merkle.size() % != ) {
merkle.push_back(merkle.back());
} // List size is now even
assert(merkle.size() % ==); // New hash list
bc::hash_digest_list new_merkle; // Loop through hashes 2 at a time
for (auto it = merkle.begin(); it != merkle.end(); it += ) {
// Join both current hashes together (concatenate)
bc::data_chunk concat_data(bc::hash_size * );
auto concat = bc::make_serializer(concat_data.begin());
concat.write_hash(*it);
concat.write_hash(*(it + ));
assert(concat.iterator() == concat_data.end()); // Hash both of the hashes
bc::hash_digest new_root = bc::bitcoin_hash(concat_data); // Add this to the new list
new_merkle.push_back(new_root);
} merkle = new_merkle;
} return merkle[];
}
Hadoop生态系统
Ambari: 整合Hadoop集群管理工具,包括安装,监控和维护
https://ambari.apache.org/
Flume: 分布式日志收集系统
https://flume.apache.org
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" alt="" />
HBase: 分布式,面向列的开源数据库,适用于非结构大数据存储
https://hbase.apache.org
HCatalog: 用于管理Hadoop产生的数据的表存储管理系统
https://cwiki.apache.org/confluence/display/Hive/HCatalog
HCatalog is a table and storage management layer for Hadoop that enables users with different data processing tools — Pig, MapReduce — to more easily read and write data on the grid.
Hive: 基于HDFS的数据仓库工具可以将结构化的文件映射为一张数据库表,提供类SQL语言HiveQL
https://hive.apache.org/
Hue: Hadoop图形界面管理工具,可以浏览文件及发出Hive/Pig指令
gethue.com
Pig: 用于大数据分析工具,包含一个能产生MapReduce程序的编译器及查询语言 Pig Latin
https://pig.apache.org
Sqoop: 用于Hadoop系统与传统数据库间进行数据交换多工具
sqoop.apache.org
ZooKeeper: 是一个分布式应用程序协调服务器
http://zookeeper.apache.org
Mahout: 数据挖掘算法库
mahout.apache.org
The Apache Mahout™ project's goal is to build an environment for quickly creating scalable performant machine learning applications.
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" 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配置Hadoop运行环境
建立Hadoop运行环境
Hadoop1.x, 最稳定的版本是1.2.1, 1.0版本相当于0.20.205
Hadoop2.x, 最新版本2.7.2(Jan 25, 2016),2.x版本相当于0.23.x版本,相比1.x,2.x是一个全新的架构。
案例采用1.x安装于64位Redhat Linux操作系统。
安装和配置Hadoop
Hadoop系统三种运行模式:
单机模式:默认Hadoop被配置为非分布式模式运行的独立Java进程
伪分布式:单节点上用不同的Java进程模拟分布式运行中的各类节点(案例模式)
完全分布式:在多节点上配置Hadoop集群
Hadoop安装步骤
1 安装JDK (jdk-7u71-linux-x64.tar.gz)
以root用户登录,将JDK安装到/usr/jdk1.7.0_71目录中。
$ su root #升级为root用户
$ zcat jdk-7u71-linux-x64.tar.gz | tar xvf - -C /usr
将JDK加入PATH环境变量:
$ cd
$ vi .bash_profile
……
PATH=/usr/jdk1.7.0_71/bin:$PATH:$HOME/bin
…… #保存并退出
$ . .bash_profile # 加载配置文件
$ java –version # 测试JDK是否正常工作
2 配置免密码SSH(Secure Shell)
Hadoop的运行将在SSH环境下进行,因此需要为其配置一个免密码SSH工作环境。配置步骤如下:
生成密钥对:
$ ssh-keygen –t rsa
进入.ssh目录,复制密钥:
$ cd .ssh
$ cp id_rsa.pub authorized_keys
确认SSH连接免密码:
$ ssh localhost
3 解压Hadoop包,配置Hadoop (hadoop-1.2.1.tar.gz)
以root用户登录,将Hadoop系统安装到/usr/hadoop-1.2.1目录中。
$ su root #升级为root用户
$ zcat hadoop-1.2.1.tar.gz | tar xvf - -C /usr (gunzip hadoop-2.7.2.tar.gz for mac)
在/usr/hadoop-1.2.1安装目录下,修改conf/hadoop-env.sh文件,在其中增加:
export JAVA_HOME=/usr/jdk1.7.0_71。
将Hadoop加入PATH环境变量:
$ cd
$ vi .bash_profile
……
PATH=/usr/hadoop-1.2.1/bin:/usr/jdk1.7.0_71/bin:$PATH:$HOME/bin
…… #保存并退出
conf/core-site.xml:系统核心配置文件
1 <configuration>
2 <property>
3 <name>fs.default.name</name>
4 <value>hdfs://localhost:9000</value>
5 </property>
6 </configuration> conf/hdfs-site.xml:HDFS子系统配置文件。
1 <configuration>
2 <property>
3 <name>dfs.replication</name>
4 <value>1</value>
5 </property>
6 </configuration> conf/mapred-site.xml:MapReduce子系统配置文件。
1 <configuration>
2 <property>
3 <name>mapred.job.tracker</name>
4 <value>localhost:9001</value>
5 </property>
6 </configuration>
在首次运行Hadoop时,首先需要格式化分布式文件系统。
转至Hadoop安装目录,使用以下命令对文件系统进行格式化。
$ bin/hadoop namenode –format
注意:该命令只需运行一次。
启动和停止Hadoop
转至Hadoop安装目录,使用以下命令启动Hadoop守护进程:
$ bin/start-all.sh
该命令启动Hadoop所有进程。启动之后,可使用jsp命令查看进程情况以确认:
$ jps
4066 SecondaryNameNode
3599 JobTracker
3881 NameNode
4255 TaskTracker
5639 Jps
3484 DataNode
转至Hadoop安装目录,使用以下命令可停止Hadoop守护进程:
$ bin/stop-all.sh
经典案例WordCount
在本地新建一个目录,以input命名,并新建两个文本文件:
[hadoop@localhost ~]$ mkdir input
[hadoop@localhost input]$ cd input
[hadoop@localhost input]$ echo "hello world" > test1.txt
[hadoop@localhost input]$ echo "hello hadoop" >test2.txt
[hadoop@localhost input]$ ls –al
[hadoop@localhost input]$ cd ..
将本地文件系统上的input复制到HDFS根目录下,并命名为in:
[hadoop@localhost ~]$ hadoop dfs -put input in
执行Hadoop自带的wordcount实例,统计一批文本文件中个单词出现的次数:
[hadoop@localhost ~]$ hadoop jar /usr/hadoop-1.2.1/hadoop-examples-1.2.1.jar wordcount in out
其中 out为数据处理完成后的输出目录(注意执行此目录前out目录必须为空,或不存在,否则会出错)
[hadoop@localhost ~]$ hadoop dfs -cat out/*
hadoop 1
hello 2
world 1
Hadoop系统架构
Hadoop 1.x架构
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" 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无论主、从节点,均安装同样的Hadoop系统,然后通过配置来区分主、从类型。
NameNode、SecondaryNameNode和JobTracker — Hadoop主节点上必需的进程。
DataNode和TaskTracker — Hadoop从节点上必需的进程。
SecondaryNameNode进程会定期与NameNode通信,并定期保存HDFS元数据的快照,从而降低由于NameNode宕机所带来的损失。另外,SecondaryNameNode进程也可以作为备用的NameNode。
每个从节点上只有一个TaskTracker, 但它可以产生多个JVM进程,以并行处理多个Map和Reduce任务。TaskTracker的一个重要职责是与JobTracker进行定时通讯联络。
HDFS系统架构
运行在HDFS之上的应用程序必须流式地访问它们的数据集。
HDFS被设计为适合批量处理的,而不是用户交互式的。
其支持的重点是在数据吞吐量上,而不是数据访问的反应时间。
大部分HDFS应用程序对文件操作需要的是一次写入多次读取的操作模式。
文件一旦被创建、写入、关闭之后,就不再需要修改。
Block(数据块):大文件会被分割成多个Block进行存储,Block大小默认为64MB。每一个Block会在多个DataNode上存储多个副本,默认值为3。
HDFS客户端读文件
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gBJZCjCNhefPHFfV9//XXp1atXIywszAza6e2hfQ+ceJz6exF6vvwadp7yk0Ba6gcbgvMVR5c3PsejdfKi4OGFeHbgGPy4dj8iEgJQ5IZmeOOL4Si1dhx6Df4Key7FIihU3CCz3kC7KkUQGHUca+eMQi+ZnhueNz+CqrXF8Fefwz1VI/FZ904YvfyIifnIVfEuDH6kMn6fPxNL1p9ClG8ISpd+HBN+7YtCqz/DkF4j8GeulnhxVD90qFNCVqEVZRNxEj9P7I5XvvwXUTKTyD+oHDq8/g6eb1kFucSawrb7BQThyKrJmLwBeOChHqiZX1auFVfTnlWT8Mwz03Ambwh84sLQqt+b6PlIAxRiDIxcF392N759+ykM+u40wvIEwqdebdy8fh3+uPFJzB7SCWVK5ZfYk31YOmU4+kxYjcDcUk7dx/DJ4MdQo1hokhsrvfdB89sJBAQE4KeffkLXrl3x6aefolWrVopGCSgBJaAEPJCAW0SKvd/2BdlcuVPMOiNipuDAbzYXlEy0ZdCSkSCCIUHec30Qih0Tm0KrhinUnp/nrLVK7LErUpK4T0xZVjm8ILEcyiPmM4Gyks9YTlg/67MXbC+dZbAh/MfFeWYy9XBGENtpv0qOSXvFBpVcluN5e3l0RXEdmaQ8co1N3jCOxt4XlsE+J5fj3D5Tnf6TbgIqUtKNTC9QAkpACWRLAtcVOJuyR/bBN2lQTnky8Z3TYG7lSRy8rbfJz/b8yY4bhzMUHM4npBznQ5zmbJ8xlHyt9SotouDyPPZ+phoDzMJNfy5riVVt4nOiiHI6qm+VgBJQAkpACSgBO4HrjElRjEpACSgBJaAElIASyBgCKlIyhquWqgSUgBJQAkpACVwnATe6e66zJXq5EshmBKIloJrxLZ6eGAN1/vx5EwsVGhoqG2j6yiKJF83mluzjpUuXJD7K/nuF563Xnt5vbb8SUAKeT0AtKZ5/D7UHbiQQJdsU/Pfff/jqq6/Qq1cvWan4arFFbqw8A4o6ePAgJk2ahAcffFBmvJXGgAEDMHbsWNmuoRJ+/fVXcFZfxYoVUaBAAfM4cICrEmlSAkpACWQPAmpJyR73QVuRDQicOnUKP/74I15++WVwsPb398cHH3yQDVp2bU04e/YsBg4ciBkzZhhB8vnnn2PChAkoWbIkjh49is8++wxTp07FfffdZ56vrRa9Sgm4j0BERAR27NiBmBinjWrdV4WW5EEEqlWrJgvAalICSsAQoFukbNmyKF68eJJI8WQ0J06cwJw5c0wXImWRw9dffx3du3dHlSpVsHz5crRs2dKci71sHwtP7rW23ZMJ7NmzB+3bt5e/vxMQT6QmLyUgvw8RFASx9K5SkeKlnwHttgsCBQsWBB958+Z1cdb1oXPnzuGbb74xVok2bdrg8ccfR6FChYybqHXr1knxHbfddpuJ/Th27Bi6deuGevXqmfV2rFIvXLhgLB7z589H586dzRc140P+/vtv9O3bF4GyxQLT4MGDsW/fPuOO6tSpE9q1a2diTKxyrGfW07FjRxN7wmMsY+HChZg2bRr279+P4OBg/Pbbbxg5cqR1yWXPdH3xGlpbmjVrZhbHy58//2X59IAScBcBuldpAezQ4Tzk463JSwksWwZMnMh9AGNVpHjpZ0C7fQUC3CIhLYmWih49ehiry+jRo82A/91332Hy5MnGWtGvXz+0aNHCFMUBf+jQoXjuueewYMECLFmyBLVq1TLnKBqYt1y5cpAVoNG7d2/8/vvvGDduHMqXL28EwquvvmryUsDccsstRsisX79efm0EoW3btpc1N1++fHjhhReMaOJJiqciRYqY+mvWrGn++FlOaun06dOmLYxpYRwL62cMC/tWtGjR1C7T40rgughwoUw/2WOtRg1ANL8mLyUgXj988gk7b9+Pz0sxaLeVwPURoNj49ttvzQyg22+/3VhQVq5ciZkzZxqfeu3atZMqoECgNYVWFsaD0GLCRAvK+PHjjTWmYcOGsrdTc2OFYRzJH3/8AVpTqlatmlQOg1wZ9Boi227TovLhhx8mnXN8wVlJ9OdaybrmxhtvNLN6eNyyzlh5rGf+mqUYmT59urEs3XnnnciTJ48RV7/88ouVTZ+VQIYR0JCUDEPrEQXT1Sfed5PcGpNCFcxgQ2t5e4+goY3MdgRo4kurNSMrG899gZisKbv83DPNmjULzz//vHnt/I+fn/1Pbvjw4cZ1Q7cMg3WZ1q5da1w3PMYYEtlTCxQIjjOMrLqsch3PWcesZ8dzjq+t866e2QdOSaaIYozOoUOHjDjZu3evyc6+PfTQQy5dTK7K02NKQAkogesh4DaRwi83Rmbv2rUrxZfq9TROr/VOAsWKFTO/3LO7UEltui4tJZydcKU1VijE+DfD9Us45ZmJVoqtW7eCsSwUM7SiZEXi2ilbtmwxVe/evRsff/wx6tSpgwYNGpgfIVnRJq1TCSgB7yTgNpHCL+TNmzebX5CHDh+S/XJkfQn7D0vvJKu9TjcBbsoYGBhk3B/33nuv+UWf7kLcfIGz5cKxeM6U6d+/f1IArGVJeeSRR8AAUwoQK1nlWHkYI8JUqlQpM8tm7ty5JriVVgomipy//vrLvM7sfyiOGPtCl8+tt95qLENWG7iuitUX65g+KwEloAQyioDbRAq/fGmiplDp2a0falavjVh1LGbUfctx5fr6+mHv/l0YN+EtM7hbg3lmd5QWDn6OmegiYeAoF0FzlTizhmuPcPVWukjOnDkDWoEoUjh7hjN/rMRyGEPCfExdu3Y1z1xE7dFHH8WaNWvM7J66deuaYFnOGKpfv77J4+of+07a9NsmOm5dZUrlmHWN87OVnbEqDz/8sHFD0QXFv+nq1aub6cwM5NWkBJSAEsgsAm4TKWwwBxZfXx9UrVQNt9RtKPPcdaJ7Zt1IT6/Hz89fAjpDkStXaJJlIrP7tHjxYrOQG8UGA1z5eebsnJtvvhlffvnlZc3hgD179mwwNoVTihk8y2Bazp5xTmFhYWZGD0UJA1KtmTW0StBqVKJECVM3XT19+vRBq1atjDhat24dXnnlFdMelvnYY48Z8cBA3PDwcGzbts1cN2rUqBRVHj582ORlP5hYBoNmBw0aZNxQPE7X7E033WREoZWP9f/5559o3LixESVczI5ijKKqQ4cOqFChQpbdnxQd1DdKQAl4BQG3ihSLWGxcrDFX66qBFhF9vhoBGgRoxbB+3V8tf0acpzDgAmfpseJw5g3XGrnSeiNsa65cucxCanQROScGm1O0cN0S58RYkH///df5MLjo1ZUSF6Tbvn37ZVk4G8kxkXdq/eUUabp8NCkBJaAEsoqA7t2TVeS13mxJILUB+1oamzt37qTLKESyY3Jnf7Nj/7RNSkAJeDYBFSmeff+09dmUAONZGHxqJa7cumLFCuutPisBJaAElEAaCGSIuycN9WoWJZCjCTDW5NlnnzWrvrKjdH1yXyBNSsAbCTC4nKsuMyZLkxJIDwEVKemhpXmVQBoJ0I3CIFRNSkAJwARnM+jbChCvXLmyWQtI2SiBqxFQd8/VCOl5JaAElIASuG4CXEmZ2z1waj0DyLkOEC0smpTAlQioSLkSHT2nBJSAElACbiFgLQLItYK4szYXCuQmmFxpma4gJl9fX7fUpYXkHALq7sk59zJH9MQmyxRzMTF+oXETvWtJ/KLj7sB0ufBZkxJQAllLgH/LlkixWsJ1tLjlAjfkpGWF6wVxI0sfH/kW0NXKLUxe/6wixes/AtkDAL+UuFdPVEyUfGl9YVY5vdbFAClSuI4IFzubMmUKli1blj06qa1QAl5IgD8WuEXEkSNHXPaelpVx48aZv1XGqpw9e1YWAnWZVQ96IQEVKV5407Nrl2Nl2m5EZAQWLVosq7Muva5mUvBwcTguL+/8C+66CtaLlYASSDcBLhrIv8crpQsXLiTtVyV7dGpSAoaAihT9IGQLAlxxNkAWPMsTmgfD3hhqlmC39rlJbwO5cBpXb+3Zsye4rHvz5s3TW4TmVwJKwI0EuDM4t1X4559/XJZKd1CVKlXMis8ffviBzAI64zKfHvQ+AipSvO+eZ+se0zTMXXi5izBjU64lcUdurvbKsvicL1++aylGr1ECSsBNBLhpp6ugWG7Eyf2jevToYTbm3L17t8SpTBHrp5sq1mI8noCKFI+/hTmvAzQNW49r6Z3jtXytSQkogawl4Px3yB8SjRo1wn333YcuXbokLfJ2NZdQ1vZCa88KAipSsoK61qkElIAS8DICERERZgE3LurWqVMnNGzY0FhNvQyDdjedBFSkpBOYZlcCSkAJKIH0EWDwOqcZ16xZE/Xq1TNTjdNXgub2VgIqUrz1zmu/lYASUAKZRKBw4cJ4/vnnkV13A88kDFrNNRBQkXIN0PQSJaAElIASSDsBWlJ0KYC089KcyQRUpCSz0FdKAHGyVsu///6LXbt2oVKlSqhYsWKWUuF+J1w2PFeuXKYdt91222Wzlbhw3bp168BgRKa77777mmdGmQLknzNnzmDp0qVJ9TJ+oFChQtbpa35mXMKcOXPMrCsWUqdOHbPp3DUX6KYLudjY2rVrceedd+rGd25iqsUoAXcQ0Ile7qCoZeQIAidOnEDXrl3NrIM2bdrgnnvuQbdu3cDpkxmdWDcfzomzHRYvXmxmQXAmxPbt252zyOqc0Rg8eHBSntOnT1+WJ70HWC/FEevkg5vBuSNxkb3169cnlfvzzz+7o9h0lUEBRiHqmO6//360aNECffv2dTysr5WAEshiAipSsvgGaPXZgwAH+uXLl5sFpT777DMz6O/duxfTpk3DvHnzMryRn3/+OVasWHFZPdza/uGHH0467mqtCS4lzp1lrcT1Ya430WpCwWYlPz/3GF1pEXruueesYrMkRoGWnHfffTepDXzB6bBcUMyRY4oM+kYJKIEsIaAiJUuwa6XZjQB3YS1btqzZlbV169bo37+/WbuB6ztw/58rpZiYGLNPEF0ZtLpwpVzuG+SY6EbiceZ1TKyXm6y99tprZtt6Xkdrg2NyXHmX7aGgYnmOyblc53Ms90prULDdzONYrmO9Vnmsh8f5cLQwsV3sP89bbbSucX6+ePGi86Gk9+w72+FYdtLJxBfsB/Ok1mceZ1vI1pEluX399dd48cUXcfz4cVMGzzPvyy+/bKxFXBXVOfE8+8t+WYll8zjbyQfLYfnOdVr59VkJKIFrI6Ai5dq46VU5jABXub355puTdl7mL34G+nHVWy425SpxkPrkk0/Mct8NGjTADTfcYIQNp1kydsQaaHfu3Ik333wTd9xxh3EfMfaBgxoHtHfeecestsl9S4YMGWLWjti/f7+r6swxnqNrhyt00h1zpcTBmtahp59+GrfccotxZdDV4jjYcsDn/kZ0dTDPSy+9hB07dqRaLPNyhVD2kdsOUNRQdEyaNMn0b/r06fjuu+9w1113pVpGaidY79ChQ80U1ZYtW2L27NlGCDjm37x5sxGStHg8+uijhoElVsj7hx9+wKefforOnTujcePGeP3113Ho0CHTZx5/5JFHzAZ2P/30k2HNOnl/S5Ysafrftm3bpOq4lDsFKq0svL/so7VJHu9VqVKlzP3mtZs2bTLsypQpg4kTJ6YQe0kF6gsloATSTUBFSrqR6QU5kQBdJI5ukpMnT5pfz9WqVQPjU1ylt956C0899RQY3MrBs1mzZuaaZ555xsRdBAUFYcuWLWbhKooFunP+++8/M4Bu27bNCCBeY1k43nvvPTPYcaBLLXEre07lpPXl8ccfR2qChkJk5cqVeOCBB3Du3DlT7qpVq0zdFE1MFBiMd6H14KGHHjJ5fvzxR7z//vupVW+CcidPnmyCaqdOnWqWOqerqk+fPmD7KQJYJneyTU9iPM6zzz5rRAGDgNk3Lvi1cOHCJGsI+9q+fXsjvJiHwpIWL0fh8OSTT4LxJXTR0VU2bNgw416ioGzVqlWS9YVcKCyqVq1qRBrdWRSKlrDk8xtvvAHeS7L+8ssvjTCkxYtlvf3226hbt66537TqcBuHjh07gsJmxIgRpuz09F/zKgEl4JqAihTXXPSolxMYP368cf8wdqFgwYIuadBqwGTtMWQ98xc7B12a/xnTsmHDBpQuXRoULXnz5gVn41C0MDm6IyyLgDmRyj8cDPnLnWUxQJZCwTlRbHGQ/eKLL0we1kmrEPcxokD59ttvzSUMIOXgy1SuXDmTZ/jw4WaTN3PQ4R/27dSpU/j777+Nxal8+fJJZ2mNYNtpddi3b58RDhQT6UkUIxRRrIf7uXBdDaaZM2cmBRSz3Ww/92Ji/2kh+t///mf6RVHG2Uh0y1gByNaMqPnz5xtrj6Mry/G1q3ZS4C1YsMCcKlKkCIoWLWpeL1q0KCl2yLp3ZMv7a82uomhyDsx1VYceUwJK4OoEVKRcnZHm8DICdFdQWFBs3Hrrran2fuDAgeacNeBZv8Jvv/128yuf01pnzJhh8nAA5W7Mv/76q3k/cuRI85zefyxXDYUIB2RXs2M4aFJQWALEusZ6ptuCidOslyxZYl5bfaC7gzE5zokWlnbt2pldbAsUKJDiNK0LnBVD1xetFWwTj6Un8VrLosTrLAHA9rGdTFa7rX7QBUNXDUULedDVQ3cUg4tpSaEYtJKjlcw6dqXnuXPnGjcR87AtVnsoQBjX4ipZ7eI5VwHOrq7RY0pACVyZgIqUK/PRs15GgFvJ05UwatQo1KpV64q9p2uDsSEbN240pn/GZnz00UcmtoTWAA5U/BXOxDgOxjFQpDAuhIPp9SQOmpyN4soVxcGSFgnGyLhK1tovbGNYWJirLJcdo+uEsRnkQvHmmGipoShhLAYtKYyZoQsoPYmWGVdCghYMWoCY2IYrJbKm243LrzNv8eLFr5T9iucYb0JrjXPiMVpNNCkBJZA5BFSkZA5nrcUDCDC2YNmyZWjatKlx8TC+gA+uEeIqSJUBmYxPYKwJXR1jx441MROWpYEiwnJ7ULAwmJb7lhQrViwploRWDz6YrF/fbIfjr3LH18zHOule4aBsWT2sMnieS49TODB4lMmyAtBaQiHQNXFqMd1GXPiNybI6sC5r9o3jEuZVqlQxQahNmjQxVhOKMcvywZiWr776ysRv0ALBmTOzZs0y5br6x7Fca2ozg2AZb2OVaV1Hy44lthijwn4yxobxI0xkxX6x3RRKDPxlGYwXsXgyH/vNh1WfxYvXW+f5bB2n+ONiftY5S0BRTHHdGCYrr3nj9I9Vj9NhfasElEA6CahISScwzZ4zCTB+hAMrg1K56ih/wVNM8EGhQUuIc2LwJONSOCuodu3a4HoldEEMGDAABw4cMNYMWlsYyMlF2DiTh/EbFDWc6cPEX+UcoGnVYEzGmjVrUsxYYR4OeGUkmLZ69eomIJN1crDkeiM8RiFliQzmp7uF11CkUIRQNDAug4M53SN0yTAxvoWBvwwe5dow33//PbZu3QrOfKFQ+f33300+/sPXnI3EQFLGwvTq1cv0kzEiDJKliGOQMMUDg40pFlwlcrbicXieApDl0UXGwFm2ie4UWpxYDgNoKV6YKFjIk0HN48aNM24gutHo2qJIYcwKxRsDaukKY1AyX1NMsI10C7EOHmO7OcuK9dCVZQX6Hjx40FhjeL85e6lChQqmPYyN4Wseq1Gjhukr7zET61q9erV5bf3z559/JpVpHdNnJaAE0k/APSs0pb9evUIJZCsC/EXNwY+CxPrVbDWQ7hErkNM6xmdX7gTO3qFFhQM2hQGvZfAsp9MyEJPuAs6k4WDMxHJHjx5tRA7FBQdPihbHX+kcMDkAsywGw3JQZcAsBRETBRCtKtYaH8zD2SscVCm86Hqh5YPCgoLJCijltZx2TIHCeA9rpg/zUPRw4LXK5GuKHooQtp+Ch4KL4oTThWklooWHfeTsH7qGXCVyZh6rXM5y2iuL5lHkcbowxduECROMCGM+rl1jJfaR4oSxNhR6DOKlJclyy5ARZ9YwdoZteeKJJ7B7925jUaH1hTw4Y4fCjoKMbje66yhcHnzwQXPf2S/eN+ahgCNjTh+ndYYuOh5nYgAtrUsUUkyMqaE7z+oX20bBQ4uWJiWgBK6dgE0WNtonv1xK80uI/mnLNJzeIvlFwV+CrVq1xNg3P0LjhneY2Q3pLUfzeycBPz9/bN+5Bb37P4PRY0eZX8yWKT69RDjLgtYAujUYP2FZDtJbztXyczDm4OUY10GBw1/lHDA5Y4UWEk1KQAmkjQDFfbNmd4lF8zgS49LTdqHmylEE5HeWWC0hls6NUEtKjrq12pnMJEBRzhk+VuyCVTctDHQJWFOSreP6rASUgBJQAukjoDEp6eOluZVAEgGa9zlVmXEKdAPQZWAFlNJN4OiySbpIXygBLyRACz1jmjQpgfQSUEtKeolpfiWQSIDBq4yZoDjhlzBdPZxRQnHiHNei0JSANxNgfA5nXzF2icHcV5tO7s2stO8pCaglJSUPfacE0kWAgoRTaunaYSwMRYoKlHQh1MxeQICzzTiTi8HInKXFrQYY1KxJCVyNgIqUqxHS80pACSgBJXDdBCz3J2dVcUuDe+65x8yu4kwtTUogNQLq7kmNjB7PMgL8MuPDcTGu9DTGcrnwGuuLMT3Xa14loATcS8DV3yH3N+KD2xnQusJ1f2iVVEuke9lfa2mX/gL+Nwa4sTvwQhNZEPFaC7rO61SkXCdAvdx9BGQ9LsTLP1z3gzNnuEjWtSR+0XF5ey7sxSmN1mJg11KWXqMElMD1EeCPBu4UntrfM90+3MiT0/a5IvOlS/ZVgK+v1uSrF8kWW2/PA06VAabJjg71nfYLnS/rDr6+GOg9B3i4sqz8nHxptnn1TnPg48NAmbbArBGAfaOI5OaNuA1YHAh89BNgX7kn+dy1voo5CiyVPTYvydqP8tWsIuVaQep1OYMAfz1FRkXi9JmT5guLs2Scl4NPa09ZFlc25aqpXLzL2p02rddrPiWgBNxHgH+PXCSPG26mlvi3zhV8+WB+h70hU7skzcfP7gf+2Qqclsfzo4Bf3gZyOZgFzsj5zXLuZIR9ME5zwZmY8cg2YKuIlJ1HgKH1gNEPipXYof7D/0gfZUkm6YLbkk3UGpd5CshiU0YWV+82nlqQpxOQL6kgCT7NG5YP7do/aHYftnYVTm/XGKRHSwr30+nWrRtq1qyZ3iI0vxJQAm4iQEsKty4YM2aMESGpFcuZcvxb/emnH2XFYfdZU2xiBkgoBTTPBawYB3z5P6BbyeRW+MhgzIHQx0G4JJ/NHq98/MV6UlesQPuA2eKC6XiPrBYdktw2H+mAfO251dqRXXioSEm+z/oqCwkYc6L8gvLz9TN753AzOVpDriXRckI/N5d7Z3Be8+ZiK9WkBJRAlhHglhPcOsDa78ixIdxxmps2cjsIrt68du0amdLvPpHCuqIvAY+OB849A0wcAnT+RKwpjo1w8Tr+jOyDtQg4Zp0rJOLgbrEsWO9jgFU/AwdlI/GHbgHWzAd2XRRBJBlKyfs7bpCM8v7nZcCRcyKCZLS9/SGgpLMYkq852WUBZxK7nLswcGcLII9Vjzzz+zFUdljoKe1/XETW1C9FsDyVBlHiVDaCgPK3Ag2LORSe+HL/amB54oSrYnWAuiKM/B3NNQ6X/P6j9DURjJ/0946OgIsiHa649pcqUq6dXaZdmSAyOiQwALa4KFyKjs20erOqIsaSXM/iTzQdswzrOav6ofUqASVgJ8AfHM7uW67KzP2V+CPC2gOJMWTXujXLlVgnyNdmSD1g5GPAXR/IYP8AMP3eVK6IA/5bAnQfKgJjXco8s14DvpDjokskWAMY2x/4UfJ/VVHiNyTuRQ6ZFHon0E82IY/5CnhL4kSs1ECEzIQpQJ1EhXRqlZwXF9Q4Oe6Y2rwCfDBUxI7EmZgkKoXip057CWIVgTVmJNClBXCbWIhSS6dWStlidRn3XcocecSwPHGCCK7GdsFFAbR4EPDS+8C284l5i9pF1iF57+sgVGKOS1+lzGdGJ/eVV9ST2JXhcqy5XOfu5FC9u4vO6PJk6/UrLZpls88QcRSttsRj1uyRpGf5BU8/6OXJXkdSvsRZJ3yfIru53l5fcl6WeXmJlx+x182+JF+b2HYW4BOAkIML8WKf+9F5ym/yB2wvwd4XufbyAt14xN42NxaoRSkBJeClBCyRwl23uYnkvHnz0KdPnySBktFYYkVB3D4UaCXfoQteF8uHpSicK5bzh/4C1kUAX/8B/JH4eO0u4Huxxny6IfEC+fLNnU+EyA5gjgiUPnMBMQLh875iQFkGvCnPU8XaMlWsJLLhNvrJfqBrJM9MESYmXZCAXWnHuOXAu/OT6/lChNAvIlw+XpoyxiRexFBIGNDhBbFa/CebWoqQOpNY1GVPLPstu0Dp8q5YfKR+tmHOh3Lt38CgqSJITtqviv8T6CH1HZa+zEzMN/sJiX/ZAJyPEmuNNciIVeb3GUAvcZl1k3IsLr9+Bhz9HBjyInDgsoZc/wHPtKQItegLyzDi8ZE4cs8gjH/+ToREyq9vi0dCHLZ9/Qz6LDyPB3t/jD635ENcwB7MeflVTN34L85LEJf82LYnWwDK1e2CAS88jfJ5ZCEuOcpzfv7ROLhxFkYN/hCbYuPMrBOreFtwXrR4fiaGNC2MaPngJMQdx6+TXsK7S//BWXkPBKJYhccxeOxTqEIZmlSZVULis4gmxEYiKmEHvnxpCL787xDkc2CSf+Fq6NBjDJ5tWAq+USdkxssG7Ml1GgliM7Rd+A/zJz2NdzaUwbDh76J5xdyIjDEVJ17thicBERtxHuHyIQ3KHYrA7OKgdEPXtAgloAQylwCtI4w3eeaZZ9CxY0cULFgw85cHkO91X/GhDBCrQZPhIiJkwJ3f3QUHf6DRy8DuPvJNLq/l698kX7G8vCuWleNiXbASx4soKXe4CIoXxBUULO9vLCDupJkyCycUsrs4cF9le+6q74nIaQqs3ChDglhBzonQ+EWsHd0nAu0ai+DxtecrJ9f1XA589wPwSDOgUqLVhWdjpcIbbxdLRlsRGpOBTlLe3RXs1zn+e1qE068ihhq/KtajZ2XHdssiI9YkGUbQUqweq6XvNQtKe0Q4nZI6+k+Xdte3l1L/Zol5qSlupx72/vvI4cgTwMLZInKaS/vaAUUTy2S8z2tdJShZ2vzrLrHwlLeX4a5/WbdHpoSEaJw/fQpnw8WMmCT1krsSG3EWp86cRnhMghEeNlscIs6fxskLCQgrWBzFipZA8WKlUDx/MPauHIeHHu6GqSv/RSQ/dYmP+JiLOHP6HHxzF0Tx4iVRXK7hdcUKF0PeIKLzl+lqhzHz1acw6NvtsOUtJmWWQIkieXFx73QMGvQNjoYEup7SJgLFT4rYMLcPOt3bHpP2XkTeIvY6ihcvhtwXt+DTUX2w6nA8AiUiirsE+xm7m/xF0P0TVkzaUQhB/rbLzKjJFK71layiGpSADTOfQ/v7umP+wbOId7T5XWuxep0SUAJeSaB48eJmR/JevXqhcOHCmS9QHKjX7gl0FSGx+iMRDRfFOuHipzq/3TeJdeSeIuLaCbM/6ohouSiWkRRfhfxVWVvcHNXsAoXV+IvIKHsDUKYMcHOiQOHxQDkuv30RLgO5FIOTh0TgxMq04SckTiV/cj0Fb5TZO8v441cEQtIvb5Ygx+ThI226X4RH4c3Ae9LG83LQl2OWQ9qzBdgTDrRtI/ksgcLzkq+aiJzyZ2W20F6J1ZFDm8VSJMMU7m4ib6zkD+SXfjv29cIZYN9+scCIIKtcOLm9Muyh23RZPkLaG8GOuTm5uD1uriEDi6OLxoU+sdfIEzzvUL9NHJPxRe7HyMkDUStPsLiLpPtnd+KnuW9hxLQf8OHwYSjw/kTcX0HsXkzyKYlCYXTuPwM9m4g8lDvADwk/KrHREaJqbTi5+Tcs2LATYXeNwKQXO6FcXikz+jy2//4NvjpWDQVjpE5zTcp/fAN8cXHHIrz3xc84lrc6Huv9EZ67oxyCfeLEwxODwxvnYvY3/yFfEBAXYa/VlCCfhPjQ0mj9wmJ0DozHuXNnxIrCfWPs5fv4ByMkac6YvZ1RYmWxl2ATfROEEBE20ZERiJe8gX526xHiJd4lIlraKqJOuASGhCBY2kiCgSGhCA3NDVtMJCLEtBLvCDVlt/SdElACSuAyAnRlZ5cULF/vg8R6Mf8hEQjTJehVBmTH1knoH74fCTz4BlCioTzLIMx0aR/w27/2187/OhvLrW9s65n5HfOwvogLInpEJVS7A6goosmxDcxfUaweYdI2V6nSXRJA2xwYIf1Y20HKdrqYAic+QISGWEh8nQqgAZ/Hzp23i6Uzx+xtc87n2F4WESNcToo1pUBp4Na69hlRjkWHlgAqiKXK3cmjRco1wUiIQWTEJVzyF+nAuxBQAs26foD8tt4SkDQfH336A+oPaofSSR8OCcKMirAvMCQupeQPncxE8ZNBWyw24ZE+qFK1CkIDfRAefhFxCb4o1eAxvOoTi0uRsWLpSdlSm40umz1Ysfgj/GOrj+f6jUG3RiURL+ImnBVEyIezwoN4/jVfmeESj5iTybWKgkBAzGlsWvAuZm70QcdHn0KtosHidopHgH8gzm6ajiHz1idWGIY6bZ9Gm5tLwpefsLhIHFo1FR+tjULrLt1QaM1kfLPhP4RLbr8b2qJf1zsQGmdDxLFNWDpjGhYs+1eC0xMwZ/zLWBcaIv7XJnj0+ZYoIcG78jegSQkoASXgeQRkkC7RTNw9YmX43xS7xSAksRcc6y/IoD1xOFCoicRoLBa3R7D9ZPRCue6JlGIj8bJ0P/H7s9gN4uKREbjtUAlwbZLOIsTy8WJfCXgVgdLjA4m1uSQiR0SJlXKJZSaPjCO/bJQF6mokW3l4/txBmZEkiuTxCmJBkfdFy4vF5iiw/ZDM6BGhYSX5yk8xLTuPlFmhrKw3cwswT9xZTsOadZnbn530l9vLz/ACbeL6CAjg5m6OjwD4O9u/UmtJfAzCI3xQs8PDaF26CE6vXoXdKaa+ys62MscqRfmyoqmPTL6PF6lasFA5FCkcj7Uz++OTFXsR6xskprcExInV4RJteS7uJINkL50+ju2b/kGR2q1xW9Uy8BUBEe+gReJFzkfIiqtxDsdMF8Rk4ht/CYe3LMHChd/j4LkYMcmJvUOsHxtmd0X3YcOx8Pt5iY9PMeqNbpjwyy5ExNM1FYOzu5dj0bdTMGXcK+g3fgxmJ+adN3UwBkz6BeGyVknc+X1Yu2Qe1uw6KebAU9iycjEWLf0G3yxejzOW5SU1nnpcCSgBJZDNCfjlBlo8J4PyERlw/xSDurSXgyG/bmUVBOQTa0scXTPy244p5i8Z7N8U10qkMdDbD17HvzIyIJ8M+GUrSWBtd3mI6yYpSR1fDwZGLTC/V5MOO7/Id5sIFImTOSxCa5G4rRwt3GUrA2VKirVoiATy/p185entEj/zioiSxjJTqIx9eKpVXyw64sp5v49MlU7Muu1L6a+IoAPnhIeAIZeQghLj0kIWjVsKDJO2STOT0nppQ2fheSDpiPteyO3w1CQxHfEXsHvJy7hv1WuwOdmmosNPwtffQRZeqZvx4ubIVRk3ic0t145d2H9cdG5+kZoy8AfLLPnPXm+PuYGCKrGOoNwN8PzoUWiaPwbB5VuhzyOLMFxCrWcMfwBLP6iNZ98aibuLBUlch5hjxMJxuc6IFQvMIRwS5Vq2UQnkluUPJVs6kgiVAJH34kz1Y0CrbwDiN03EgE/XIq56P8z64B7klgirgKi/8fHIYfhy5NuoNHUkWhX2hZ84Rm0yUW7Tyj/RuuckjG56E0KPfI+hL4/AX4u+xV/tm+OOMk3Q76MfUe+TFzFmbjw6jRmKe0rlg58tFAXFJcRfAZqUgBJQAp5AIEG+W2WuhPX1ndRkrmXydHuxKHxoP2T9nswlsRhtOopQ+ARof6NYJMRCESdWieMykMfLsJDyx6Rcy7KTSrW/YHwG60yRJFOcqBN+1zO/b1GZKfOAPEbJkvxNZTaOuGZMG+T82QtA3885BcOeXJYnw0vXXhKc+xOwXtomuirpN3GQiJRXuki5YyWgt7lYjULs5+S3M05L2S+NlynGpe1l3yxldB4ji9x9I+E1Zex1RkuegoVN10x/2V4fEXZ3dJag2wWyzYCUPTWv9IFFyMlwyV9aWGaAt+cyNxir9Khkk7V7fU1gKYNLkx+0LqQnJYhTzzdAYjbEUkFFnZzESiHSOkXZYk2wFy8WE/nUVbv/fXz97ttoWEEi1qPW4o3HGqJdz/fx14UY2PzNbUwuzrxKkD8YcZnIh9iXU4/F8nI9yVesRutXzsbF+DvQvdvtCI6IQjQtOQHV0aZVExRM+AHLN55N/KOR+BRbGGrc3R8vdrkHlQsWQYnqj6FLywLyc+Fv/HsgFn4BIchXtAwK5wkSFkHyuhRKlSyDEkXzwl+E2vW19np6qtcqASWgBNJHIEx+q1apIgOoNeInXs5B934ZoB9qJIGgt8msGXFn8NvaJmKho1hNPpZzBeW1GM4R1EoCadeKKKgnbqBE9w8HiuJl5dpy4k5x+Lkv3nwUluMVb+DUiuRkk/rLiegpX8xutaGiaD0M+GuhrDNSRiIPJDPr8hdx8PBHwMCWifmkiCIVZZaPlOdQjSk4oK6IlAEiLqpLbIu0UbLYk3Sk7RvAnyIo6slBq+xiNYHpG2Rp/XvlWOLQ5CfKYtIOEUlSX2hiG9qNkmnLc0WQNJS6hZOVSgunb1YInwbCxGpviAQID5LpyR9ImIKV0Y3Pzn12Y9EZXVQ8Yn3yoGzLEfh8UGvkMkGfiXVK1NCmT9vjkVmn09gIESZxF3HuYpREU5cWBcm7lyCSWSweEjjbZdBs9JCgVolQtQ/QIs1jY6IRK1nsmjgOMWXbYeJHnRF37AeMeP0d/LxhEl7rl4CBY3vj9lBxtDjKb/l0+vgEiQtJgrFiJbA2Xj7t8v+1Ja6psg+7d0rg64WlGNZ1qctiqoogMonKKLCAuJlqoIgIrAvy3ibrQhcrUVkU/jYcOnFcRFNh4WBNuxZRItMH4ynlU/TBZTV6UAkoASWQrQi0GS2WkVRalEdEw6xVl5/0EcHSZYz94Xh2ynKHd6EyvXeWPBwO8WVAQbGCfCUP5+MVgLmbUx7k/jgFxYWyTB5XSi/+IjEoqWSo21PWdJHHZSmNZfO6kELAq4vl4VTIvN+cDoiw8i8ra8W4HmacMrvnrQeLFAKQATQuBlGyMZ1fFGemJCYRKdHOc7esc66exV2CQ2uwYttRhBesjyIMf05KMkNGgk5ZB6IcA2eTMthfsE4JsLXlvwuDxpRBuYGdMfLvn7Bg+QNodl95Cb61VIK0OsEPISHFUbKUD9bv3ovT52NQSv4orPn4TiWn4W0Ews/Hy9ou5dGgRS0UEBDOwbo1bsglOsioKinPLjysd6wggTZRSa4XtTOn9B8loASUgBJQAplKwMNFijtYSdxJaCRWTFiA9Qcv4sYn70floCApWETJVZM9qNZP1mCJlqnGHPQTJBDXJpaIOrdUE0fhwRTzzK3iuLBRSP7CuKl2HUydNRs/bb4TlZtWkoDY5OBZBsIG+PuJdUOk6xUTrRwVUbG6H4KOVsDD/SejZS5ZIM5cJy0SAca1VCLOn0VU5PkrluT6JC01V2uD6yv1qBJQAkpACSiB6yHgaDK4nnI86FqxIojVgEIhXmwLgRF78P2k3hg4bzXOVHkM/ZpVlrVD0tAdsbYE2k5j/dwBGDRlCQ5GBkppEiQrIuX4jq8xYsZa5CpeDLUrVpRYkCQbj71grtcSfAOqN2yHG4N3Yfa4JzBiwSacjxZbh7hUbD4JOLNzHoYOfBo/7bkoIuPKtyk+zg91698lM4xXYlTvl/HDEXH9hJ/DRXGBHV89Cl0kTHvB4fMyl/7K5Vzeaz/p02Zs2nZWpkJzNpOwuzyTHlECSkAJKAElkCEE0jIcZ0jF11+oxIXIrJwYZwGQWDDdQLLLnMOsGQ6yNsQf/gLd23+buEKfBMUyENQmK7iWvh/D+nZHrZK5kJDoKkoQF06M/BfnNHPIXgWtCzJkyyJov37RF0tmvpQUAGusKflroGnHl/FQJYayXD60x4rlpWD1tujz8O+YOOt7zBvdDgvHSUAuy0w0XPgXa4SGUrfNJmulMAYmqa/SF9M/eZbsCTJdObheVzx7y2+YtGYaejw4EwEMxpUg4ARxegaV7oyuEsArvRcRJOHlwiXWKb6Ex7kpn70KCQiODUa1Og1Q+oc1WDTiXvw0JhCFyj6Dd6b3QsVIacv130AtQQkoASWgBJTAFQl4rEjx8c2PCjXqIkymxvo4Dbgc5XMVvQk1a1xEqTBfGcg5qAehUIUaqB2bFxEpREcYqjZ8An26N0GwTIqPNYEhXGpeVloNLYlqN92M4rklLNu5DhEwUeLWueWBl9D3SBy+27w/aeAOCC2EB5//GG3LRIpAEbHkMjH41hd1Hn4fXzVdglcmzsCu45eScuYuWRMPP/sWbi8aJUvsF5J21Ef+GwpIz6QvEiaet0R16Z8v8gWzf2IVspXCw8MWo+aiwRi9ZE9SOajYDkOffBDl8/kjPuaSBEhVlj008qF8/iARJCJkTEpAcKEqqFMjBDfIirk8HB8bhTy3PIHn2+/Hx7/tkplDsiZM3aoSbCsBtcml6ysloASUgBJQAhlGwDNFiogM/1yN8OLHd8Img2mEBLSmGDjFFVPx3tGY9aDNrBYbITNobDHF0eLF99FaXB4pIyw4jVgCYy9Ems2b7KS5GJsfClXtjLc/6YJYCZqNkVVWL0vitolMKID7e09AR8dNDqQ10ZGXIIvNXjUlxEbgfOHmeHNka7HEJLcsQWbTREedR1S0yJKSrTBq7P0ixqJkcaFYRPsXQO0OYzGrs8TyRkr8SaLlJ14sQjc9MB6zO3J2UmISa1OEBBUbi5NPMEq3eA2zWvvIsv4yRVmWyzf2IHF9lWw6FJ/f4yt9vZRUXqy4sG5+eBw+foxWGLE4CacIqT8Fa6sefVYCSkAJKAEl4GYCnilSCIEC4VLqKiA+Rma8JBoxzNBPl4kIh9TsGk7KxWBOkCUHIy7JsoNXTFw2/wrlXvFa+0mbxLFEuNyZyS5aLj8vIkr2DpK9FZ0SxVVyv51Oyluxwsj6KSm4JGaKl92Ywy/Daa/nqggur0iPKAEloASUgBK4bgLpjaS87gq1ACWgBJSAElACSkAJpIWAipS0UNI8SkAJKAEloASUQKYTUJGS6ci1QiWgBJSAElACSiAtBFSkpIWS5lECSkAJKAEloAQynYCKlExHrhUqASWgBJSAElACaSGgIiUtlDSPElACSkAJKAElkOkEVKRkOnKtUAkoASWgBJSAEkgLARUpaaGkeZSAElACSkAJKIFMJ6AiJdORa4VKQAkoASWgBJRAWgioSEkLJc2jBJSAElACSkAJZDoBFSmZjlwrVAJKQAkoASWgBNJCQEVKWihpHiWgBJSAElACSiDTCahIyXTkWqESUAJKQAkoASWQFgIqUtJCSfMoASWgBJSAElACmU5ARUqmI9cKlYASUAJKQAkogbQQUJGSFkqaRwkoASWgBJQKAVhZAABAAElEQVSAEsh0AipSMh25VqgElIASUAJKQAmkhYCKlLRQ0jxKQAkoASWgBJRAphPwy/QatUIlkI0JHDx4EOfPn09qoY+PD4oUKYJ8+fIlHUvLi02bNsHX1xc2mw25cuXCDTfckJbLMiRPTEwM/v33X8TFxaFMmTIIDAzEvn37ULFiRZw9exb79++Hn5/9q4DH/P39M6QdWqgSUAJKIL0EVKSkl5jmz7EE4uPj0alTJ6xatSpFH7///nu0aNEixbGrvXnzzTfx9ddfm2y33XYbli9ffrVL3H4+ISEB27Ztw+zZs7F27VosW7YMHTt2RMGCBfHRRx9h+vTpKFmyJO69916cOXPG1L9nzx4jZNzeGC1QCSgBJXANBFSkXAM0vSRnEqB1oWHDhqhduzZofaDlIW/evGjSpEm6O/zVV18hNDQU4eHhCAoKSvf17rjg9OnTGDp0qBFLv/32G6pUqYJp06ahQoUKiIyMxOrVq/Huu++iXbt2+Pjjj02VtPxoUgJKQAlkFwIqUrLLndB2ZDmBlStXGovDM888YywnhQsXvuY2xcbGgpaMrEzHjh3DggULTBMuXryI1157Dc8995yxlGzcuBH169c35yjINCkBJaAEsiMBDZzNjndF25TpBGjx2LBhA1asWIGnn34aderUMc87duy4YluOHz+Ot99+G7Vq1ULv3r2xffv2K4oT1rNkyRI0aNAAjRs3xo8//ohLly4l1cHXdM/QRTR//nwsXrwYFE2O6eeff0b37t2NhWfp0qWIiIhwPG1eHzlyBPfff7+xmPBAz549cfLkSbzxxhtGnPD9E088cdl1jgdoiZkyZQoaNWqEAQMGmDgWx/P6WgkoASWQ0QRUpGQ0YS3fIwhwAD9w4ABKlSplgmQZUEoXSMuWLcHB2lU6deoU2rdvjy+//BLffvstjh49agTF4cOHTdCs8zW0rrz11lvo0KEDGLPy6quvGiExatQo8BzTN998g169emH8+PGoVq0aJk6ciN27d5tztHhMmDABnTt3Ng8KlQcffNC4bJytNgz2/eCDD8x1/Idun7Jly5rrd+3ahb/++ssE0yZlcHpBFo8++ihmzZqFzz//HHQXMZ5l7969Tjn1rRJQAkog4wioSMk4tlqyBxHg7BsGunKmy9atW41YoAWBbhIO1K4S89PyEhYWhvLly+PJJ5/EfffdZ2bPOIsGXv/7779j5syZJk6Flpfq1asbK8oXX3yBP/74w1Tx3XffGYvHL7/8YuJh+vbti5o1a5pza9aswYgRI3DixAnccccdxiJCKwoFEgWTY+KsJLbLSoyP4QweHrNm73D2katEwTR58mRj8WFgbbly5Uxb2EYG32pSAkpACWQWARUpmUVa6/EYAgyWvfvuu80gTZcJg0tdJYoDx8Rr+vXrZ2bPcKaQc1q4cCEOHTpkDlPEWEKGwmjRokXmOONGGLz78ssvG4tKsWLFMHbsWHOObiLOwmFw63vvvWeEBE9s3rwZ//zzj8nj+I9VvuOxq71m2XRJ0dXERMFGi8yWLVvMe84IYkCxJiWgBJRAZhDQwNnMoKx1eCSBPHny4KWXXkoSE86dOHfunDmU1hkxzOcqL4/R8sFUo0YNY8WhO+jDDz804oAigTEqFy5cMLOOmJ/WkEqVKoGziPierhx3JQosq2+0trAuxt3w2bGt7qpPy1ECSkAJpEZALSmpkdHjXkWAAbCMDZkzZ44RAlbnixYtiqZNm1pvUzwzRoOJwa6c0uuYOJg7J65HQvcJE89beehqat26tTnOYFbGtlAUDB482IgUa3ow83CNE4oIxqLQvcT4FsauuLKaWOVb9ZkKrvIPr+Hicw888IDJWaJECRNAzDgYurJy5859lRL0tBJQAkrAfQRUpLiPpZbkwQQY00H3zWOPPYY+ffqAK89SfPz999+pLuTG9UUoYJiX1zLYls+c+su4kejoaEOE7hOe44yeLl26mLgQxnesW7fODPo8Vq9ePZN3/fr1mC4uFVoyOMOoePHiJmCVJxmH8vDDD5v4EM7SoeuIK8lywTbmc0x0yVB4WYmBwQy85XNUVJQ5zP5xFhAtNFaiQKLFhEGzdevWNQG2nEHEVXjnzZtn1lhxFD/WdfqsBJSAEsgIAuruyQiqWqbHEahcubKZpTNw4EAT4MqYDwoQThNm0KmrRBcLrRyTJk0yrhlaM2gtYXBqmzZtjOuG19HKMnr0aAwfPhz9+/c3ZXK2DQNZGftB8WIFsTKYlkKJQbZ083BmzZ133mmqDw4OxrBhw8x7PtOSwhgWWlgoLBwTBcqQIUPMwnQ8zjbefvvtYL1c1I2JFhm2k4kL2DFxajJXx6VAouCaOnUqyOShhx4ywsVZDJmL9B8loASUQAYRUJGSQWC1WM8iwJgQzmLhdOL0JAqVkSNHXnYJg2RdJQqNZs2amYer8xQlTLRi0JXjnCiYKCwsceF83nrPgFtaapxTajOVnPPxfenSpY0ooiDSpASUgBLICgLq7skK6lqnElACSkAJKAElcFUCKlKuikgzKAEloASUgBJQAllBQEVKVlDXOpWAElACXkSA8Vq6vo4X3XA3dlVFihthalFKQAkoASVwOQHOeGPQNmO1Uttm4vKr9IgSAFSk6KdACSgBJaAEMpQAZ5JxDSLOfuPsNW7/4DhFPkMr18I9moCKFI++fdp4JaAElIBnEOCUeyZuAcHFAp977jmzXxatLJqUQGoEdApyamT0eJYR4HRgPqy1Q9LbEF5nLTNvPae3DM2vBJSA+wjwb9JxEUDGqHAdHj64gSYXKXzqqafM5pwuFmt2X0O0JI8joCLF425ZTm6wLCUv31A7d+7E2rVrzYqv19JbLmy2fft2cDdfrsZaoEABl8vGX0vZeo0SUALpI0CBQmsJVzh2lbiqM/9eP/vsM7PgoLUisqu8esz7CKhI8b57ni17zF9ZkVEROHnqON55552kFVyvpbEsi0vSc7l3LkQWEBBwLcXoNUpACbiBAP8eObPH2rTSVZEUJtxpmw/Jjj17XOXSY95IQEWKN9717NhnMf8G+AciLHdePNDufjRq1Chpj5n0Npe/3LZu3WqWdOeGfVxqXpMSUAJZQ4B/j9wbiz8+uM9VaqlQoUJmZ+8NG9ahfPmUG3amdo0ez/kEVKTk/HvsET1MkFb6+NjMHjR33XUXuOvutZp9AwMD8cMPP2DmzJlo1aoVmjdv7hEMtJFKIKcS4MaWM2bMcClSuLP2Pffcg06dOhmR0qJFc9lX6mhORaH9SicBFSnpBKbZM54AY0k4ZdHaRfhaauSOvwzO47MmJaAEspYA/5b59+iYaDlhsCw3yORGnkz//POP+dt3zKevvZuAihTvvv/aeyWgBJRAphCwRErevHnx7LPPmhk93JHbMWbMypMpDdJKPIKAihSPuE3aSCWgBJSA5xKg+ODO3HS99uzZEyVLlkwhTjy3Z9ryjCagIiWjCWv5SkAJKAEvJ8BlAObNm4fg4GAvJ6HdTy8BrxUpXOSLcQ+alIASUAJKIGMJBAUFZWwFWnqOJeB2kUKzXmBAIIKDguHr45stwcXGxcp6HCdQrEgJCebyMqHCRQiYnILY7Aez7l8/P39ZbTIoxaqUWdcarVkJKAEloASyAwG3ixQONDO/mYFVa5cjLj42O/QxRRtssBmBcvDwftSoVgs2sah4TZLg+ksR4fDz9UOg/LLJTkFqPiJoT4lwPHfhnAoVr/lAakeVgBJQAlcm4FaRwpUFQ0NDsXLNL1i9NvsO/lHRkeLqScC2nVvgY8u+7bzyrUv/2QQkIDIyEtzoi0vHy9tsldg+uuCsjciyVeO0MUpACSgBJZDpBNwmUjj41apVC+vWrctWv9CdiXL1w9GjR+OLL77AL7/8jHz58ntFbAoFJFdh5Vbpb7/9tpn+d62LpTkzdfd7+q/Dw8PdXayWpwSUgBJQAh5GwG0ihf1mMGpISEi2RkCRwj1dmEJCciFXrlxeIVLY3xMnTpidhbnCI/utFgtS0aQElIASUALZlYD3+Doc7oC3rkLKVR8pTOiS06QElIASUAJKILsT8EqRYt2U7BQ4arUpo57ZV27yRZESFhbmNdajjOKp5SoBJaAElEDGE/BakUK3T8GCBb1qsKabiwGzFCneJNAy/s9Ia1ACSkAJKIGMIOCVIoUzSBhI6rhnREbAzW5lnj592sSk0N2jIiW73R1tjxJQAkpACTgT8DqRQnFCtweTtw3U3F2YlpR8+fJ5Xd+dP/j6XgkoASWgBLI/Aa8TKbwlDJylWPGmREF29uxZ02VvE2fedJ+1r0ogJxCQ0DlNXkyAy3hZySs/Cpwq7Y3WhIiICHX3WJ98fVYCSiDbEpAlnbB4cbbbvSPb8spJDZNwUfz5J40JEGMC4JUihTfUGze8ovWIs3u4RsrFixdz0uda+6IElEAOIEArb1RUNGbNAhYtUpGSA25purtAYXLpEiC/qU1YgteKFG9zebC/R48eNW4ub3N1pfuvRC9QAkogSwhUrlwZmzZtkl/RcTLzMkuaoJVmAwIUKrSoFC9e3DstKd46SMfFxekqs9ngD1CboASUgGsCnHFZqlQp1yf1qFcS8EpLCme5eGPiF4A3bQPgjfdY+6wElIASyEkEvHJ2jzXLJSfdyLT0hYu5eZubKy1cNI8SUAJKQAlkTwJeKVI4y8XbEsUJF3NTkeJtd177qwSUgBLwXAJeKVK8NSaFM3vy58+vQsVz/1615UpACSgBryLglSLFq+6wQ2cpzoKDgx2O6EsloASUgBJQAtmXgNeKFG90e3DPIk1KQAkoASWgBDyFgNeKFO5h422JAcPe6urytnut/VUCSkAJ5AQCXilSOFB7Y2yGNwYM54Q/Uu2DElACSsBbCXilSOHN9kZLilpRvPXPXPutBJSAEvBMAl4rUrwtJoX99ZV1hosUKSLLTWtsimf+uWqrlYASUALeRSBpxVkOYHzk9F/bVh/ZT6vP3nDLLWFi9ZnPOTWxb9zpWpMSUAJKQAl4NgEjUvgrOzw83AzaOd3CwAGMe9hwaXz2OTo62rPvYBpbz3gU3tsY2f+aOyBHRUWl8UrPy8Z7GhkZqevBeN6t0xYrASWgBFIQ8OOAfeDAAXTu3NmIlBRnc+AbWlB27dqFgwcPonXr1l7j+rBE2SzZA/3333/P0f2mFYWr6546dUqFSg78G9YuKQEl4D0E/OrXr4+HHnrIa355UqRQmAUGBqJw4cI5erC2PsbsM61GfOYGg4xLIYOcnNjHmjVromTJkjm5m9o3JaAElECOJmATN8A+MY+XztG9dOgcB+pKlSqhQYMGmDFjhtf80t6/fz9uvfVW9OzZEwMGDPCafoeEhIDbAWhSAkpACSgBzyPgFxQUBD68KVGoBAQEIHfu3F7T7dDQUOPOK1GihFf122tusHZUCSgBJZADCXjtFIicHiDs/FllfynOvHF9GGcW+l4JKAEloAQ8g4DXihTPuD3aSiWgBJSAElAC3ktARYr33nvtuRJQAkpACSiBbE1ARUq2vj3aOCWgBJSAElAC3kvAa0VKTl5x1dXH2YrBYVyKJiWgBJSAElACnkDAK0UKB+qiRYt6wv1xWxs5m4lJd0J2G1ItSAkoASWgBDKYgFeKlAxmmi2LL1SoEAoWLIhVq1Zly/Zpo5SAElACSkAJOBNQkeJMJIe+pyXl6aefxvz58/H111/n0F5qt5SAElACSiAnEVCRkpPu5hX6QhfXY489httvvx29e/dWoXIFVnpKCSgBJaAEsgcBXS88e9yHTGkF9yqaMGECunTpYqwqZ8+exSOPPAIuHa9JCSgBJZBdCHC39p9++gnr1q2TJvkiIbs0TNuRKQRkj1j4yByPF154ASpSMgV59qmkYsWKWLBgAYYPH46+ffti5syZeOWVV9CwYUPkyZMn+zRUW6IElIDXEqBImTN3LmZMn4Ji+SGrZUOFipd8GihOzl4Ezsmje/fuKlK85L6n6CaDaN955x1UqVIFn3zyCVq3bo0OHToY6wp3Di5QoECK/PpGCSgBJZDZBKJjgIrFga+GQfZaE5Gi5pTMvgVZUl+AP/DhXODdb+3C1OssKbGxsV6zA/CVPmGMUaFKffjhh41Zddq0aWjZsiVuvPFGNGvWDO3atTM7RV+pDD2nBJSAEsgwAiJKQmTv28qlxeHDFRRUpGQY6mxVcCBQOK/desZ77nUi5dy5c4iPj89W9yQrG0MXz4MPPojGjRtj48aNmD59Oj766CN89dVXJsiWVpZ7770XuXLlyspmat1KQAl4IQFaT2LjRKTIQ0WKl3wA5F7HOwhSr5vdQ0uKpssJMKi2RYsWmDx5MlavXo0ePXpgzZo16NWrF+rWrYuXXnoJv/76KyIjI1XkXY5PjygBJaAElEAGEPA6S4ouC3/lT1FoaCiqV6+OatWq4X//+x9WrFgBuoK4tsqMGTPMTKA777wTHTt2NPnCwsLAazRdnQAteEeOHEF0dDSKFSuGoCCxZWeTdODAAdMuHwmr55YRpUuLjd0p7d692xzh31BgYCCKF5eAAae0c+dO+PuLU1kSrW8Uv9eb9u3bh7i4OAmetJmyS5Yseb1F6vVKQAl4CAGvs6R4yH3J8mZysOLU5LvvvhuzZs3CX3/9hQ8//NC8//vvv9G5c2fUq1cPjz/+uAnCXblyJTiYREVFZXnbs2MDzpw5g1GjRqFSpUooV64cBg0ahJMnT2abpr733ntGmLJtN998s8t2DRs2DOXLlzftpxvQVaIFjmXwwcUD3ZEcuXGdH01KQAl4DwGvs6R4z611b0+5pD5jV/gIDw/HDz/8AAqTzZs3Y/z48Th9+rQZwG699VYzyN10000oUaIESpUq5d6GeGBp58+fx7x580zMzz333IMff/wRY8eOxbFjx/DZZ59lix6NHj3abJnw+++/y0wK+z5Pzg379NNPTdtpDUotz9KlS5POWRYV53LS+37ixIlYtmwZtm3bllR2esvQ/EpACXgmARUpnnnfsrTVNOM/8MAD5sHdlffv3489e/YYwfLbb7/hzTffBBeK41Rmug0qV65srC6MbeHsIXcNXlkKIR2V001B8fbEE0+Yq+hK27p1KyjkslOiS+VqydpNO7V8Fy/K4gYZkDTYPQOgapFKwAMIqEjxgJuUnZvIAfiGG24wjyZNmpil90+dOgXGONAtxCBcrhz5xRdfIH/+/MibNy/Kli1rBm26i/jI6TOHcufODT4oAjiDqkGDBhgxYgTatGnj8tZy+jeFH9nWqVPHrBI8ZswYEyvy1FNPIV++fGAAOPdhmj17timX5XGhPitRTDA+hNauxYsXw8/Pz1jB7r//fhNPwnwsg1adubJoFt12aREpVvnMy3ilb7/9Fq1atQLvfWrWFV5D6xsDr19//XXT/qFDh6J27doprmGeOXPm4N133zXilsHaZEUOzuno0aPo06cP/vvvP3OK6/3UqFHDOZu+VwJKwMMJqEjx8BuY3ZrPQFo+GJPA+IFnnnkGERERoHDhDsx//PEH/vzzTxPHYg0+jHPgAMOAXcZD8FoGldLiwoHPypfd+pre9nBlX8b30DXGgFLGp3BBPef0wQcfGAaXLl0yMT4XLlww8SLcc+m2224zg/urr75qxAfFH11Jbdu2NQvzceVgWh2mTJliHt99950RQw899BCefPJJrF+/3li6KFp4rmvXrmYvJwpNBvSmNbEOWoLo9qOo4qywTp06ubxXFEMUJ1OnTsU333xjYpfo9hoyZIhZ9pr3lyuM9uzZ0wgZCi/GQDHuie4jV4zofnz00UfN54oLENJap0kJKIGcR0BFSs67p9mmRxx8KDb44K//ChUqmF/sbCAHalpaOGjywV/8ixYtAgdkBuzS2kLxwoGQv6Z5vWWR4NounihcRo4caVb3ff7558HXFBK0ZDgHqhYpUsRYOyhSOIsmODgY9evXN9eQIUUJLSu1atUyD7raGNRK0cFjDHp+7bXXDCNaJyiGOKizPAahUuBwBs/3338Pumd4njNmWE9aEwWkdU9ZBmeAcRFAV9YU3luKKQpVur3oBuR6RdNlTR6KJ8YusS2cQcZzt9xyi3k+ceLEZeWxb0wM0uZ1nDbvqs609kPzKQElkL0JqEjJ3vcnx7aOrh9OZebDSozToIti06ZNJmbj33//xfLly82vcLqJONWZAyqtLhQxnALLQY1lcan/7O42ojCgW4QChVYHzvjha1oOUksUbBQqtLxw6wImDuZMnB1ENwdFABPFC1cRLlOmjBEFdPOQGQNOKRCsRIHHumkFYbpanIl13ZWeKbZYB4WDc6ILh0HCtN6wLqs+umoYeM1r2HbODLPEJ8XY0KFDnYsy1h4KGgraN954QwXKZYT0gBLIWQRUpOSs++nRvWFQLR+Mm2Bi3ANjDzjAcUYJ4zT4C5o7o37++efGjcQAXVoJKFj4y54WAZr+KWIYo8EBkCImOyX++qf4sNZLuVLbrAHdMQ8tDEw8R1caLQ9NmzY1x+hqY7rrrrvAWUX9+/c3cUIUOlaiEKCFhSyZLGFgnU/Ps3Ut7xstXa7am1qsC/Na+Sm4mM8qL7U20C3EzwMFFhkOHDjQ1Jtafj2uBJSAZxNQkeLZ9y9Ht56WB4oMx1/njIWgFYAPugz4652WAlpgtm/fbtwGFDB0AVCc0DVEa4u1dgfjXriQGi0yHFQzIx08eBC//PKL2V6AQsqa3cRB9lrWEqFF5VcJQqV1iXEcVuLMKg7yHPjpSunXrx+qVq1qBAzjXKzE8xR2DHiltYWrCDNdTSBY1zvmtdbFYRAwOVvvHfNy2jqtKRScrMOqh/fEmuHEPEuWLDHBvBRXqe3ITZfUI488YvrIGB0KPbq6MuteOvZLXyuBHEfAV3rEOPVstDC7ipQc9ynL2R1iTAIHQz6sRMsEB0cOtrQs8LF3714z82PLli34559/jEuEM1FoUWAZFDGMleEgybVcaHmxAng5+FMg8cG8fLYGVqvO9DzT2sN1SBgwzHgQWgJY99tvv21EhHNZjMuhxYCJ/aLVw9GVxSBZzuxhcOmECRNMnA9nUXFgp3uH1zBIl0KOfaGFgv2km4RsWDb50eX0888/GwsVefEcuTDGpH379ibI1bltZEGhQKFD6xbFIcUGN6pkn9g3K/F+UEQwgJorFDNuhXFIXLmWeSk2LAFKwcQ9oijmuG8Uz9FiRkHJGB0rqJfP7B/roxDjGj2MtaEgo4voeu6T1W599g4C8ntHPktisXXqruhosdLZx2pInmtKHOy5/8w1Xh8vjYqUOPZ4tkUWprZHYiW3hOcj5Ly/GEgDnE8mZ0v7K5YhqwfMnAqMOALMHgTcyN9wznDSXqLbcqpIcRtKLSgrCVB88GG5Oyg6GO9CywsHVD5z8N21a5eJgzh06BAY80IXEuMiOKBy8LYGag6OnPFC9xHdRlzvhdYXigUO0qyLAy0HdSuYM7X+0/3EwfStt94CZ7VwjRmKDM5KcZU4a4XCie2mYOEsGC7+ZiW2iQM+ZwpxM0jGpDA+gyKLbWHsB88PHjwY9913n1mzhoM4Y33YfvabwcgUDrSoMB6ELiRaZShquI6LqyXvWT/LoaCgq4jxL6yLFhAKBCa23ZqNw4Bezs6hqOLsHooVWo5oTaIFh22w2LEdZMR2c2Vjun84a4gCiNOuyZrlUoRw6vE777xj2kq2jFvirDEKNebTpASuSkAG992rgadeAVbI7wGH/eyQS3bgHTkcuL8MUFJew/574apFWhnixQpx9CAQLR/F0rIrhE96hYrEr2+TcLG2w4AD+YAJbwJPVxXRZJUjAmrzIqDFW0D3kcCrjYBAdyz0LeWfPyNcjot4cwRidSyLnm3yRbhP6i6dRfVnerXHjx83gZec3sgvOk1KgAQYxEkrAC0vtBDs2LHDDJQ8xl/qdCvRokERxF/2FBEcQDmYUxDRMsHBlyKA1gzrQTGjSQkogfQR4N9cj+f6YOvvU7ByogzCAXK9OwdO+bP8dyXwyEvAuSpAOYoRigCp4/heYL2EfVW8Hfi8L1CfRtu0WhTEgnJ2v4iKJ0Vo1ANWyhCTN1yuT08SkbJlCdBShNJxEUj56gPLXwcqiTgxbZTnjQuAO98Aeo4BBt/qBpFCS8p5YJK096UDUp8818ojx9La7/T072p55d6M+RQYMg04ePg0/K6WX88rAW8gQEsAH5wi65gYT0K3CS0wFCwUL7Q6UMjQfcNjjKGggGGMCV0uFC60xNCVwdecmUMLBWNk+KD1hef57OjGcaxXXysBJZDBBESQXJIquv8PeKGxvKA1Qo4d+g14/nNg7nLguTBgWX8gKXrNJnkoFqwk+cGQLgocJhlgw3LJ5ppiRcklYiMs1H4YEfJs5aEgkHNJiWXwPJ+tJK9j5NoWJcTS8xcwebsM3K631LKuSH6moPNPfmviS1xZWjj6My/7xIe4exybIEeSE/M6/t4SV1N6LUzJhaXvldeKFJrSNSmBqxGga4UPBtw6JrqG+GuP8SZ0EfGZYoaChVYZWuzoVlm7di0odJif1hgrcJbChSLFCu6lO8my0DAIlK4lupXoctKkBJRAxhDg2GzixmntSBzIS4hgmSN/di+IpeL9ZcD8+8TiIu4WIzLEsjFWRM2v8tYksTa88ATQtLS8E7GyQsTNWyvEHSPlXVwPtHoa8BNrxLNyTUsRHL4y4oYflDxiqdiUWAQKAqOfA6qIuEkSMvIySoRL22eBsu8BU0cAXb4EalLgpJbYGUmbvgcGirsoKdUCvntY3E6OVhERSSdXA4PEInNI6vEX4fVYZyCPiJvLRkZp88UNQOeZSSXirgeBHnQziWvr8guS87njlVTvnUlnA3jnfXdXrzlDh64fKwbGsVwKYAZ4UsRYcS58T2sLg0YZb7F3714z24WxMbTOUMxQ5NA9xDgPWmUYr0GhwgfjTShwaO3hey7axrwUNxQ6jNWwgkYdXzu2S18rASWQBgIUKyWBJ+4HFopQ2XgYaFcDCNoINBglAuQ/uwXGKumP/cCM14C7i4l7YgewVAZ0k07J65X2l82eshsrDv8KNBHRsffo/9s7Ezibq/+Nf2bGLlR2WUZEkYr2omwpKlosUUQp/NJqKe1p+7eLKBUtSlEqFSFLFEolIUnbKEsbiYyd//OcmTO+c83IjHvHnXuf8+rru531/Z3pPPM5n3NOZkPEQsa90+woWGAyAtTCdlhTbmxn9vojZpdDJCzokvE28wUEynYIo1eewfDPdNQjuIUWLDEnwir07FCz45mqsNmX48z6jzSb/tfubGYtQhthWiqRvPsZPXZnvWx2NeJ/hzr6MP1biKHuEGwtMRxFFbGHsvEx9/8clyKF/xPPborj/iNVDvFOgD9fFBBZ+aNQXDBwxg2deXkOHpxGzanVnDVD0bJq1Sp3cJo1n/t0FEJMz0AhRGsPRQwFDB1M6UBKYcOfc1pt6D/DmTmsE8UPRZafvUSLDuvsnVhdpvpHBOKZADr9MhAdtWBx+Ol3WBIgXIrAarAVzydMhlih1QKd/Rewblz2rNmTEAGnwLrQtp9ZQ4iKPjfC5wW/6u8OhHUCHT9+LZ0lYxuui1eCSHgDPi8c4oEomT4Elpq3zIbB8jIk82izbUec6hBLPV7BcA/SvNjcrGvNLD4M/lewHHXoOcGs5glmL90CQYL6cTjnqWvN7v0G1ppJZq+1xrO1eIbrmRsgMp5EfkfiGUTNa0/DCRd5QBelhST8vwV16jwGwgX1WtUXgiTdGjMY7boL9T6+LsqsAQuRRIqnFr4z/6esIAIHigAFAg+/ZoqvB/feYeAsoKwCZyNxaCklJcWdvaDhkBNn03A2EDd05H45fEbrDa/5nP4vnEXDQFFToUIFJ2o4tMR60EpDqwzFip/iTVFDqyNFEdPznr87ofXOqq56JgL5lgA6XfwaOKfNQhgCwaVZPTjUvmr2+2KIk424x5/4WyE+8HeAbUPnzX6aU4JLYeikILoXDu2UKoH3TJzeiVdrafYVfrVTIBq+2JqWR+Kh0CpIt5VDJ1kFCJD/9TJ7+jZMDx5r1v7ONKtMMOoupB0P8VS4AsTDzWZN+Wue9jeM3fYQyrzCbPYM6JP2qBssQ4u/h+NtFwgstOlQiBH62VzTx+kuu+mX9JzxfM6nGJ7aZtYXdf4JdXbNQLtOgH9MFViMpi40u6IaRJgDFKxR+K5RnIIIiEB+IcDhHR572/GX/jAcauL+SBxO4vRqThmmxYX+MpyKzeEnv9MyN36koOFB6w0DnX4pbDicRYsMRQpnNFHkUFzxPYUMr7klAcWLv/aWJFpwaPnhTCcFEchXBNAbp/5rthod9Kml0kSEQZhM/wD+JI+bTducuTXV2NGnB9eR+2veBB7shPXizbfM7oP1ZZFPkH5Oyq6jh9ioeLrZPXUw9DMd1pRL4N8S0nPj18zmQjSUPwWWnKrIEHXPCAebNaoCfxmIjx9gEaq4Du2Chab54WlOvhlOu8hjR6CuhjZ9CzGzEdaf667LyC3TRW3EDybJ9DJMNyFNDVOuykYEROCAEaA4YEhOTnY7JmdXEVpZKCgoZihQKFxopaHlhWKFQofXnNlEYUORw4XxKDy4NgsdgylMmI4WHQaWzWcULXQE5pAUhQ6HnWihodChuKElhkKH7xiH7ym+GIfpmZbDUAqxQYA/P9xQk0ORLVvCnBDNgWIBYmI+rAifo4e8AlaJwrCMfAKfkLbPwQrZCj4iEAMMW3+C4BgHJ1d08P8VuH7KaAyvdJ4EgQChcRtEB8PGJWY3j4fhY2+9Pd5ddRtmHPWARWUk6nBSmpUnLYe0f73GySqb4DP8yjvLUPBZMJ/Qa/4a9oN1pq4vIBChau00NoFHYb+USAk7UmUoAvmDgJ/+TCfdvQVaUShWeKYY4ZlChTOZGCh2KGgYOJOJfjSM/+uvv7pZThQh9LVhHIocXlOMsHwKEeZH0UKLC0UTD/rW+IXZONxEnxo6FFPAcPo2h6qYL8WQdyZm+RRAHMpSiC4C/FZcSTglJcUt6te7d29r1KhRVFSSnXbGNFzWCBaENRgSeQli4uBkOJ1Wc49s2hQM6xQ1GwirwgWlEQ/DQPa52fMT4LSaRY/vsvV54/0OiJRJGJIpX9Ps/mux/go1OPLYWRxCZyIsElnkgRhpAe8KlsNsnPPMzvoQ/inIC1XJCIkop+phZpN/hcVkuVkHxPXDPfRBmfULxMQR8LEpgklIKBdF2nwIrHUnoz5UAawnRAjzyQgQXnVqwa1lMdZMgSi7iHn6OjIej804UJdIBomUSNJV3iIQAwQoGrwPCod2fKBYyCpQdPCgUOHBQGsLOyo+5/ATA603nNnEM0ULxQ2FDctjHHZotOwwDdekoQDiNYUK41AoMR3FC68Z+I7PeE8BRAFDscN7vuOUbraB+bA+vOYz5sHAM0UOLUIsg8GX4e/5jPH43AdeM//QEEwT+i6e7smBjLh/E8UKN4hs2rSpDRgwwG3Z4AVpXjPhF07FMM5aGgIxFMKwao7ZmUOwthk688svRgdNQYIf4+Rk9Pu/wb9jidkZR+HZH/AVeRy+Hn9hZk+gJ+WPTWGIj58QdxGEwFH4G6AYFEVB/LgcXh1Gmg3I41s4uFbB78ACOM2irBQ8y3a4B0UxJKA+9VthKvAMs1E4+NNGncSQiItzz4ID70sYFnoIfiawfHjH2cH94eyLIZ52TeD4ijbuwK/tkdXg1Iu4o+qgjUfiGdo/aKDZMz/CSfaItDy5kNupECdF38J0415A8CAsQBj6YsGbvkZ+w+DQ+wAsQ8gr0/Tm9OThOgXQhitL5SMCIhDPBNgh8aBI8EM22VlrKCL2JVBU8GCg4KBgoe8NOz4KGToNUxBReFDsrF692okGvxUCh6oYKIIomCiMvIBgGlqDfP6MR6sP0zAOnYkpXJiGcSjYuFWCdyhmHIoaih2fJ/NgvhzeotUnVMDwnkwodoJpmD+fewsT8/GBcfkuGN+/45kseERjILNg3fjNuOkkt1TgtgncboFDQXm5NMROgGJHf+/tOEKg1cAwxoUtMAvmfMShpkbEs8+BJQICZeBNONLjV0aHXyoBIhw/Xu6nE/+UhA9Iy+YYEhoD/5D2aRGHYYimRw1YYJDfi89hRkx3HHyFfGtUgIhBuq1pOtsl4N48qRAU21hJH3BdCuX1vBgCYyhWysVzWj7wn8vnFDy/b6nZ4xA+LXDtQ1E45h7fEtYX1J+Wj6SqmFLcxOyXNzGMcyOO9IhHQpwcB2vM56npRhjUoeAxSAfxM2AarDOX+hxxxo9Z8nHgAZNMYtqvZeBleC8lUsLLU7mJgAhEgAA7Zt85s7OrXr26O3JTFAUJhQzzYZ68p98NRQUDz7TicGiLcSgcvBDy5VHEUChR8DAPpqGIoS+Pr6fPi++4kF8wcJiKooabJTIvL5AowNg2DlsF8+F7DocxDYfCQgPfU9gwLd+z3jyyC94viGVkF4/vuFIy67q/gYy9BS2YF5mNGTPG7eXEDS87dOjgVn32lrtg3LBe41OXQOfdoqFZtZCMSx2CWTT3mFXahBcUKAzosCs0MvsASHu+l/bISmImTWeznydiDRF07gWoFvgjVAIiBSLhgQ1Y9I0josjvRAgXCooGbczeKQKR80l6HtXNhl6AmTmjkL50+jOUdXB5+L80NqtNy0Xaj2WaCoI15UQIoKfw4/QmjtMhWgrRWAmhUARx+9+P96jfk1+k54XTme3gcHsCLralP4MIadnbrHpVTEv+CENbyL8IxMaAG5DXHLO7YeU5BOLJqS68aw8Vc0IDs5sw3JURkiGGOsIyBAaRXjo/7vbu4V9Y9evXt759+7ojA7ouREAERCAHBChQ2PF6McEOlwv1+XufFQUEt0+gAPGBzyheKGpo7QkGxqN4oVDyIojvmYaBzymaQsWFz5NxaGXi9g0+DZ8FAx2TKQQoxDgDLLtAKxKHYtimUGtQdmmyes62sj5s194C68SNJzkMNOaNd+yb2c9GZu8eVoIdMQTDHoGY0ZFnGQriKYSCC4zH5vCeQsGLAFw6z1TmTeHCeBQ7XmwwPvNh4DPmwbickpwuONx7akMKJZ8Oly5Qe/Id8w7my5d8xvyD5gfmz3yDgXViHr4evGdZvCcX5stnPgTrzGesU2gcH3d/z6hXXO/dw79o+AujIAIiIAL7QyA4nMV8OFThZ1aF5lunDgb/cxg4fBUUNkxOYUKBws4+VAwFs6d1JmihCb7jNfOlgGE+nGqeXfDx6CRNa1NuAutMATdq1Cg37X1veXB4rEWLFrm2ku0t7z3eUTNu3OPp3h9QiATFCGOzcw8N7GKyEzoUIzyCIRiXQoOiIlRY+PjMO6sy+Z7CgqKEx94Cy8iqHqH18nlkFde/i/A5qLciXFR0ZM+/TBREQAREINoJ0AeFR2gIOi+Hvovkfahg2teyKKYohGbMmJGlSKGFhntj9ejRw01PplChP9Cuvc7J3dfSFS+/E9jzNyC/t+g/6r+3vz7+I6lei4AIiEDcEtif4R6mDf1/L6eg0wG5Z8+edtlll2VyCs6tIIrbjxPDDY87kRLD31JNEwEREIGoJMChJS886ADMPay6du1qnTt3zpgBFpUVV6UOOAGJlAP+CVQBERABEYhtAhQonCnUFGujtG3b1rp06eIW84vtVqt14SAgkRIOispDBERABEQgWwJc3+WJJ55w68b4lY6zjawXIhAgIJESgKFLERABERCB8BPgTCgu1qYgAjklkP1qPznNSfFFQAREQAREQAREIIwEJFLCCFNZiYAIiIAIiIAIhI+AREr4WConERABERABERCBMBKQSAkjTGUlAiIgAiIgAiIQPgISKeFjqZxEQAREQAREQATCSEAiJYwwlZUIiIAIiIAIiED4CEikhI+lchIBERABERABEQgjAYmUMMJUViIgAiIgAiIgAuEjIJESPpbKSQREQAREQAREIIwEJFLCCFNZiYAIiIAIiIAIhI+AREr4WConERABERABERCBMBKIW5HCrcMVREAEREAEREAEopdA3IoUbnilIAIiIAIiIAIiEL0E4lKkJCQkWJkyZaL3q6hmIiACIiACIiACFpcihd89KSlJn18EREAEREAERCCKCRSI4rqpaiIgAiIgAnFOIDEBAHgoxAcBfGsMdmQEiZQMFLoQAREQARGIHgI77OdVZneOMCvAnkpzHaLn00SwJvzWMxeYbdqSJlYkUiIIW1mLgAiIgAjknEBiYqJVqVzRDi5fw96YF/izOudZKUU+JVCzphl/DiRS8ukHVLVFQAREIFYJFC5c2G644Qbr1q0bTP8SKbH6nf+rXSVKlJBI+S9Iei8CIiACIpC3BPwMTM3CzFvu0Vha3M7uicaPoTqJgAiIgAiIgAjsJiCRspuFrkRABERABERABKKIgERKFH0MVUUEREAEREAERGA3AYmU3Sx0JQIiIAIiIAIiEEUEJFKi6GOoKiIgAiIgAiIgArsJSKTsZqErERABERABERCBKCIgkRJFH0NVEQEREAEREAER2E1AImU3C12JgAiIgAiIgAhEEQGJlCj6GKqKCIiACIiACIjAbgISKbtZ6EoEREAEREAERCCKCEikRNHHUFVEQAREQAREQAR2E5BI2c1CVyIgAiIgAiIgAlFEIO5Eyq5duxx+f46ib6GqiIAIiIAIiIAIBAjEnUgpWLCga/4///wTwKBLERABERABERCBaCMQdyKlatWqlpiYaKtWrYq2b6H6iIAIiIAIiIAIBAjEnUgpVaqUFSlSxFJSUgIYdCkCIiACIiACIhBtBOJOpPADlC1b1lasWBFt30L1EQEREAEREAERCBCIS5FSrlw5W716dQCDLkVABERABERABKKNQIFoq1Be1OfII4+0hQsXWmpqqhUrViwvilQZIiACIiACOSDAGZg7d+60hISEHKRS1FgiQP/RuBQpjRs3tueff96mTp1qrVu3jqVvqraIgAiIQL4nsH37dpsxfbrN/2qBbd8Jgz9XjpBWyfffdZ8agG+dlGRWAEfv3r0tAWp1ORJW3afEMRKJ049r1aplHTp0sMGDB8dIq9QMERABEYgNArRy9+zVy0a9/LJVPhT6hI4JaUtcxUYD1YpsCcB4Yn9hhZCNW83WrFkTn5aU4sWLW7NmzWzmzJm2ceNG472CCIiACIhA9BBITCxsRyebvXmvWSEubyWREj0fJ4I1wWe34ePMnniDhSTEp0hJgi2pVatWNnnyZPvkk0/s7LPPjiByZS0CIiACIpBTAlwcvCg6rFqV0VUVQmqJlJwizJ/x8c3LlsI3Tx/ei0ufFDpiNWzY0DZv3mwTJ060Fi1ayDkrf/44q9YiIAIxTIBCZet2s8Ia7onhrxzSNPii7Ni5+xk/fVwGrpVCn5R3333XFi1aFJcM1GgREAEREAERiGYCcStS6IfSo0cPW7dunY0ZMyaav5HqJgIiIAIiIAJxSSBuRQq/dv369e2aa66xkSNHapn8uPzxV6NFQAREQASimUBci5RChQpZu3bt3Oye999/P5q/k+omAiIgAiIgAnFHIK5FCr/20Ucfbd27d7ehQ4fasmXL4u4HQA0WAREQAREQgWglEPcihdORL7zwQtuwYYM9/PDD9u+//0brt1K9REAEREAERCCuCMS9SOHXrl27tl133XU2atQoe+edd+LqB0CNFQEREAEREIFoJRCX66Rk9TEoUrjpYJ8+fdyS+SeddFJW0fRMBERABERABEQgjwjIkpIOukiRInb33Xe7XZFvvfVW27RpUx59AhUjAiIgAiIgAiKQFQGJlACVmjVr2h133GFz5861gQMHGrcKVxABERABERCBuCDApeijTBVouCfkJ69r1642Z84cN9unfPnydu2112LbaKzTqyACIiACIhA7BNgZZ9UD8m/TbQe4mb5urAu2Bdhj3yL/nu8CS8jvV61R1gbsPvw38qyAnacLpe+ds195hiFxVp8oDNnm3ywSsU/04MGD3RbRd955p3H5/EsvvTT/Nkg1FwEREAERyEwAnfwmdMhLfzJbn/mNFcSOy8cea1acnfTWkJf7cst0RXBQPGzGkdPOHnXbuNZs0XKzLdhYsX4ts5Lsqb1hH+//XWP29S9mlQ43q4bN+BL3V6ggT4IY9YTZTch37hCUWxLPduA4wIFVUwghUKxYMWdJOeaYY6x///727bffhsTQrQiIgAiIQL4lACHyyxKzbtebNQ45Tv+fWf83zWb8gNYVzWELIUi2pZrN/sDsg89xjXJyHLAL8I/zzVqxXr3N/g/5bPcChZmhTt/NMzsT74ehDbkqI5tKcdCgEARRTnVVNtmF5bFESjYYK1WqZK+//rrVq1fP2rdvb0uW4KdBQQREQAREICYIwGjuOuNOl5uNvR/H3TjuMrvjNHT+T5idO8DsoY/QVFgz9jkgz42wcjx6r9mNr+GaFpVcBNat2EFmZXEe9JjZTFh9MnxFIFiSICRK4FHhOPBEAAKF7AhUrlzZHnvsMVu/fr117tzZli5dml1UPRcBERABEchPBNDZ0/WkwUlm7c7F0RJHK7M7bzYbc5VZwZVmQ98y+2kjIvmekiYGXgePoNkB17RGYP9aOwgWjyQfH0kygn+WXR6MiLptwfsuqFdFDBk9PA3WlH0ZemHeofn7ZxkVSL/IIh4f7RF8+r3Vd49E4XvAYhX2QqBu3brOR+Xvv/+21q1b24IFC/YSW69EQAREQATyCwH2v1u34B+uOJF+FCht1v58s3ubma3+EsM230EzcNgGImElhMulEA6l048yl0HIfAUBke4z8vbj8BHpbvbGBviMzMJ1k7S4z/2M5BAvO+E7sgh5nh3M40qzd3/Bu5DeeDvqdSTq0RM+KXOGm72PPPc6DoPGbF1n9uYIszKB/Mvdb/bznyjf54941DvzsW7p8e3T6lexLdqLem3FiwRC8QHXO8FlIba2823muesbGC6j024wrk8T5rOvdpizja3s2rRpYyNGjIBDVUHj9bx5GBBUEAEREAERiD0C7HzLwSfkbLNjICqW/IZhGwgMW2RWE6Lk0woQHzwqmR0M4XDDXWbP4x1FQPFSZlXK4ozrQrCkVKmYFrckRA6dW5d/gDxvQgd/2O48DkL+Fw4wmwYhERq2QDRcDRFzGPK7aggcZkMj+HuIhS1/mN18KwTWaLNSqH81lo06bp9idlQXs/dQVycqUJf3nzdrjSGtlWhXVcSrWBxi6z6zaz+Ck25weAumpuGPwZH4STjppreFbX//WVidnoL4gZUnw8rk6xLms0TKPgJt0qSJPfvss1aqVClr27atW0tlH5MqmgiIgAiIQH4iAEFRvATEAXxKVq6BkYVWlkPMOp9r9gmGgGiFmD8Rs2BugABAR/06rBDr0aG36InnsKacD3+SuifjmnFfMetQFfoAeRZFB391R7MFsEz4PKZ1Myv/u9lrEDqhlomdEEylTjXrU9vsn0/MHvkWcQpkARJiZsk0+K98Z3bOBRA8LyP/V3GMgYDCEFaJLWaDx0NIwSl3B0TRC3PN1kHAPI26fvUa4r1oNvpyzOiBwNqGerqActZ9ZjZgttkl10KjvYt4yGM+zq/CArMU1y+gvExOvelJw3nKqrnhzD+m8jr99NPtrbfesh49eljLli3dDCBNT46pT6zGiIAIiIAj4IY90GGXKQkHVVgfrIbZs/dg+Ocxs1tW455/4q8z+wPnSuhJ3cjHVlg7IFrYce+EcPg3FSKDAocBESo0hGWigdnLAyAk1uMZ0u78E+uT4DJbJ1jk1/lmiI2OKB8WkC5IH9px74BAenEcxA7E0B3XmyWjbKMvDcJF/TFctBTCYqbZil7wlYFI+SHFrC2et6iMCCwcFpWmEB43/GJ2DYamXMCzjz/HFYTSpmVpM6GcfkGdk/6BpQgWl0U/QdQcjfrgWaRCaFsjVU7M5MtVaZ955hknVK655hqMUa60fv36YRzP/YjGTDvVEBEQARGISwL8Xzk6+d9Xwq8EFoiLi6ETZk8Ja0e/PhAYsC5gZCVTKLiPnfR6iIX/PWg2HufQoZtsuxAIniIQE4MvMzvlTcwcmgWRFBySQU24OPpKiJ1DjzOrUxQPgpmjblUOhphAe36EMKpGYYX2VcLQlGsXBI5bgwVt3QRBktGTQaQshTjZDOE1/r1Mzc24SdjHdmckyMWFREouoB1xxBH20ksv2e2332733HOPpaam2vXXX2+HHHJILnJTEhEQAREQgaghwI4Xnflnn8J3BMM2J1TCMA2ejXsWwyOwLDS9xuyJMxAHz7Z+AyvH4LTO/b/qT2vH8EGwaPxq1us2DOEcC0EARbBhHqY7D4MucmaKbHLBuwZtza6cZjYZFpNjG+45M5pCaTPU058QLNAfmcIWiI8CEDZlikPwQMSgWcZnmXZ+QfrEDIWCCCizQnm0/Sez5543a4j3voqsN+MWh5WpCJ5HMkQ4+0hW/cDmXaVKFXv66aftvvvuc9OUu3fvbsuWQXYqiIAIiIAI5BsCXGHWCgcOWA5mfgFBMtWscl2IlCoQE+j4Fy9CR1/ErDfEQo3DcVRDZ48/811HH+jcec9ZPNtxuB1VkIbmCQ7/fL0QeVaGSLkA6aubHV4RYiOQNltoyLMgBMENGPL5cwlE0hQ3QpNh9eC6KvWOhDUF1pJ3YOnZyTLZJliB/kG93/kedT0KZSJeQYiV4qj3dMRbsQFxIFo4frT2N6SHBSZDqKD+9WrjHeq3ai0cbFHfGjXTDta7AOuEvLK1ACFpOAKqppBbAlyZ9sYbbzS/g/KFF17opis3a9Yst1kqnQiIgAiIQF4QQOfLDnDJYrMpEBBu0RR0vKth2eiKYZWCyWb3dzarBXHAdw2OgdVjApxFx+AegoBjPjcOQXp09OcGetKCuC6N4RUuuf/y+5gRBKFQqw6GXNChHw/ryasQDM8hj/MgfjZ9bdb9JbO/UH7Sf5kMIKYOP93s+omoF9IxUCgwJOLdeeebPfkQphJjOGkXrD3HUqTg+TPwZ5mLeHe2hDiBf0vxZLOTa5iNeM/swWrwTcH1DviYDHsE/japcBY+mjkiwNJyXEOIktcwvHQjjEu3Y5VbskA9N4FZ5xexfstIOAIfjkfkF6EQQBuhEuIg2169ehktKxz+6dChgw0aNMjt9yM/lTj4+GqiCIhAviRAawf+sxeG4whpwbltMKxzEvaxOREv0HGzYz6jFfxTvsNMnmdwpMc/9Xj4gCxBpw3nWObFf4qXxpTi1livZBicUO9Mi/jUCFhPjjBrc7HZW0PMhjyKg68glM4+GVaazzBUAyHkAp7tgEBYvwXDSS7T9Oe4Loa8O7VD+RAjP8LiwyXsk/ga9avbHEIjxewBWFn635qeBqeDa5n1wLv+aI/bi6gM6tIWGwm+bDbyKRzpUZvgb+suf2GWz98on+KHZSfDF6aL2cDxyPceHOlxeWoORo2R137vGxTIM6vLhF27di3Hi6pZvdSznBGgE+29995rzz33nBMrFC116kBCK4iACIiACOwzAfr59frfDbZk7nP2yVCMXMAKkbHB3j7nspeI6NS5id9XEBg4ZQpFMFTStDGsFLA6GIRCxpgKrBI7VptNWIZnDLBUnHkMJvjAMvJHCVguKqcP3UA17Eg1+2aRWQqEBDcbPAXDRuVwpphYl2I261dcM8Di0qo29uLBMNBO9ML1IEKoOjb8jqnOP8Bgg3TVS+EZBQMD0rNOP0AsLYEwaoDupfJBeEZRwXc4fkd9PkM9fUhGnGMq4I7tYWDc4mg/8p+L3j8V9wXQtoYQS4mo18w/cV0Pfi00YTAu2rkZ8ab8hGsfUO8WqFuRBDzwdfPv9veM8h59CZafFzAchXEmiZT9BRqSfsOGDTZq1Ci74447rEyZMnbzzTfbFVdcERJLtyIgAiIgAtkRiLhIlbqk5wAAJlBJREFUYcHs1Cl+QgM7ZoqTrAI7bh4MjEfrB+/ZUcP6kRGYNzp+J3AYj2KFZwY+hxBxwafjM6b3wyZ8z2dMFyoCKAz4jmWEvuc71sfnj0tXR58v730IbQvzYjoeoe0PxmV61olt923is3CFEJHCZiqEkUCJEiWMwz9Tpkyx5ORk57Nyyy232G+//RbGUpSVCIiACIjAfhFgR0vrQugR2kEHC6GQ8PEZj3mwcw8KFNy653zPuDwHO3N27j4PLzIYJygkeM04oQIFj1xeTJfVe5YTzJ9xgvniNiOEtoVp+Yx1CQ3BuMyT5QfbFBo/jPcSKWGE6bOiL8rxxx/vFn67++673Uq1XE5/+vTp8ATPoy/rK6OzCIiACIiACORTAhIpEfxwxbEVJmf/DB8+3Hbs2GGc/cNdldeuDR0FjWAllLUIiIAIiIAI5FMCEil58OHatWtnkydPdrN/7r//frek/ujRo2VVyQP2KkIEREAERCD/EpBIyaNvV7p0aevbt69NmDDBSpYs6fxWLrnkElu9OuCGnUd1UTEiIAIiIAIikB8ISKTk4Veir8ppp51mY8eOdSvVfvzxx3bmmWe64aD167EOs4IIiIAIiIAIiEAGAYmUDBR5d8E9fq699lr76KOPrHbt2m6DwrZt29qcOXNs2za6ZiuIgAiIgAiIgAhIpBzAn4FatWrZ+PHj7fHHH3fDPo0bN3YbFv7www8HsFYqWgREQAREQASig4BEygH+DonYGYqbE3JdlQcffNAN/VCs9OvXz7777rsDXDsVLwIiIAIiIAIHjoBEyoFjn6nkihUrWp8+fWzixInWokULe/TRR92U5REjRmgIKBMp3YiACIiACMQLAYmUKPvSJ554og0ZMsT5p9SsWdPNCGratKmbFbR1K5f5UxABERABERCB+CAgkRKF35mLwJ166qk2btw4GzZsmG3cuNE6depkF110kX3xxRe2eTPXJVYQAREQAREQgdgmIJESxd+3YMGC1rFjR5s9e7bdddddlpKSYqeffrrddNNN9tVXX9mWLVltshDFDVLVREAEREAERCAHBCRScgDrQEUtWrSoEyacCcSpyx988IE1a9bMOddSrCiIgAiIgAiIQCwSkEjJR1+1Ro0azqF2xowZ9sADD7h1Vuiv4pfdz0dNUVVFQAREQARE4D8JSKT8J6Loi5CcnGw9e/Z0M4HuvPNO+/TTT61Lly5OrMybNy/6KqwaiYAIiIAIiEAuCEik5AJatCSpXLmyXX/99fbll19a//79bcGCBXb++efbBRdcYLNmzZKDbbR8KNVDBERABEQgVwQkUnKFLXoScTG4cuXKuTVWOPOHYoWLwJ133nl21VVX2bRp0+yvv/6KngqrJiIgAiIgAiKwjwQkUvYRVH6IVqpUKSdWZs6cabfeeqstXLjQzj77bLv00kvtjTfesJUrV+aHZqiOIiACIiACIuAISKTE4A8CLSu33HKLTZ8+3d5//32rWrWqdevWzehky9lBtLgoiIAIiIAIiEC0E5BIifYvtB/1K126tJ1zzjk2aNAgNxOI16+99ppdfPHF1qFDB+fDsh/ZK6kIiIAIiIAIRJSAREpE8UZH5lzB9oQTTrCHH37YPv/8c2dN+eabb+zcc891q9jS2rJhwwbbuXNndFRYtRABERCBdAIJCbjQEVcM+Ll9KOAvdI59AoULF7bq1au7/YA4hXn06NH2wgsv2JVXXmmHHnqode3a1c0MqlKlihUrViz2gaiFIiACUU1g1y6z7TvMknAYrhVin0ACvvWOwLdO2LVr13I0u2rsN10tzI7AhAkT3DAQpy2vXbvW2rdvb23atHH7B9G/RUEEREAE8pJAamqqXdWjl01482Xr2casQJI0Sl7yP5BlFcK3nj7fbNY3ZmvWrDGJlAP5NaKs7Llz59rYsWONs4M4jZmOthQrjRo1stq1a0dZbVUdERCBWCXAfcmGD3/G3nt/om3ZmuCMKMEhgFhtt9qVJkYLYoynEI4333xTIkU/FHsSoDVl8eLFNnLkSPdDwqnNJ510krVt29b5sHAvIQUREAERiCSB7du3Gw+F+CVQpEgRiZT4/fz/3fKNGze6tVXGjRtnzz//vP3999/GVW6bN2/unG85tTkpCbY5BREQAREQARGIAAEN90QAaqxlyVk///77r02ZMsUtCjd79myjObZu3bpuz6CzzjrLrXpLx1wFERABERABEQgXAYmUcJGMo3xWr15tQ4cOtalTp9oPP/zgpi536tTJLrzwQqtTp45VrFgxjmioqSIgAiIgApEiIJESKbJxkC898Lk3ENdZ4cwgCpbTTz/dOds2adLE6tWrp+GgOPg5UBNFQAREIFIEJFIiRTbO8qV15euvv3bWFXpkr1+/3omUM8880616e9ppp8UZETVXBERABERgfwlIpOwvQaXPRGDbtm32yy+/uH2Dxo8f75bjP/jgg+2II46wVq1aOStLrVq1MqXRjQiIgAiIgAhkRUAiJSsqehYWApwd9Mcff9jkyZPdYnHffvutFShQwGrWrGm9evUyDglRwHCamYIIiIAIiIAIhBKQSAklovuIEMDKxrZs2TK37gpFCxeL27Fjh7Vo0cLatWtn9evXtwoVKkiwRIS+MhUBERCB/ElAIiV/frd8X+tJkybZxIkTjdOZKV64YzOHgxo3bmwNGjSwww8/3BITtf9lvv/QaoAIiIAI7AcBiZT9gKek+0+ADrYcBpo3b559+OGHTrRwvZWjjz7ajj32WDv77LPdsvxag2X/WSsHERABEchvBCRS8tsXi+H6/vXXX87pdsaMGU6wzJkzx+3GzJ2bGzZs6HZo5vL8BQsWjGEKapoIiIAIiIAnIJHiSegcNQTov0ILy7p169w6LJwlxM0P6XR7yCGHuBlCfuE4Wlj4XEEEREAERCD2CEikxN43jbkWcZMxihYuGvfBBx84wcJl+g866CA3Q+iiiy5ya7JQwHAzRAUREAEREIHYICCREhvfMa5asWLFCps5c6ZbOG7RokX2448/uvZzSIibH3LV2ypVqlj58uXjiosaKwIiIAKxRkAiJda+aJy1hzsz04flk08+sYULF9rSpUtt8+bNdsIJJ2TMFDrqqKOcaIkzNGquCIiACOR7AhIp+f4TqgGeAIeFuNotrSt0uuV6LNxPiBYVrnhLp9sLLrjATXH2aXQWAREQARGIXgISKdH7bVSz/SDA5fk5W+i3336zKVOmuIN7CxUrVsytcktLS9OmTZ1PS6VKlSwhIWE/SstdUjoIH4hys6rtzp07Mx6zTlnVi4vv+ef7EyejoH282Jdy9zErRRMBEchnBCRS8tkHU3VzToAd8JYtW9xsoY8++sjtK0SfFi7bz3fJycnGDRDPOussZ2UpXry4EzO+Q855iXtPwTKffvppe/755+2rr77ae+Q8etu7d2+3GvDWrVud5Ylr14SGtm3bOl8giobjjz/eTRMPjXPqqae61YT5vHXr1vbiiy+GRsnxfdeuXd3Cf7SU0SL22Wef5TgPJRABEcifBCRS8ud3U63DQICWlenTp9usWbPcqrd//vmncUozO2CufHvKKacYrSwcLgrnYnIsr2XLlm6VXQ5PRUs4+eST3aJ6bC8tUFkFbl3w+++/24knnujihsbhLCw/w4qzrsaNGxcaJVf3Rx55pBM/3JySWyooiIAIxAcBLTARH99ZrcyCAFe05XHjjTe6oaEvvvjC+bHQp2XQoEG2Zs0a40JyjRo1csKFGyPyL/mKFStmkdu+Pfrpp5/sgQcesE2bNkXtsv97syD5d/4c2mpaWXzILo5/n5tzJPLMTT2URgREIG8ISKTkDWeVEuUEypQpY+ecc447WNWUlBSjoKBg4cyh++67zwkZChQKFy7bzyEi+rZUrVp1n1q3evVq++abb9wQD/1Rsgs9e/a0f/75x/l/1K1b1wYMGGAjRowwDkNxCIXrwzB8/PHHNnbsWBfv9ttvt3LlymXKktYQDmtx9hPTnHfeec5CFIxEYfbee++5fIN+KcE4WV1TjHz++eduGji5HXfccRn+KtnF//LLL+3BBx90C/KxTRR8wcDyuTXC0KFD3Wys6667zmrXrh2MknFNqxe/yfLly91GlY888ojR2qIgAiIQWwQkUmLre6o1YSJAPxUedK69/PLLnUChyKAw4HDN6NGjbeTIkU4YcEiIQ0Pc0ZnnIkWK7FELduoUOxxSYfw//vhjjzj+waWXXmpnnHGGu6VIob9IoUKF7LbbbnMdO4dannrqKXvllVesX79+rmNnmieffNLq1KljFEDs7Hn/0EMPufJuuukmGzNmjBM8V199tVull0Nd3bt3d8KMAoh+O/saKCg4LLRy5Uqjr8qwYcPcPkvZWTpY32eeecYoPNh2ii0KK9bbh7vvvtvefvttZ9nippMdO3Z0fjLcbDI0lChRwrWVjtBkxLooxBYB+oxRhFMMFyigrTBi6+vuW2sSMJ9BImXfWClWHBM4+OCD3YwgDvdwobhrr73WOd1yEblp06Y58UHBQCdRLtHPdVkoMjhMdMwxx7i9huiISksHrS6+I/fnULRMx9VzuQYMBQ/3KqJYYudOSw5nK918881ORF188cXOkjB8+HDn/1GjRg0nUjp37uzSFS1a1Fl9WC6tJn379rXLLrvM1ZMr+P78889uajYtFlmJq9C6+Xu2k3nSf4eWD7adAiyrNs2fP9+JKk4Hv+qqq9yGkhQkTMcNJGnFosVnyJAhzmH5iiuucBYsCqBQ4eTzJxtasdgWCiyF2CPA9Y4mTZpsb7811g4qht5KIa4IbMbfTFu2SaTE1UdXY/efQGJiovGveB50IqVooeWCPia0sMyePdst289Om34tnJFCcVOtWjXr1q2b63xTU1NdRdgBc0gpK0uBr6mfaUSLAa0mDPfee68xD87E+fTTT90QEp9zywB28Icddphx+OOtt94yihQ6unIbAQbWk4H7Ik2aNMlds+P3h3uwD/94sUAeDK+//rpReNBKFBroPPvrr79aUlKSm03lh7oWL17seDRp0sRtebBhwwYrWbKkS16vXj17+eWX9xA9tOBw0b4JEyZYr169JFBCYcfY/b+bdtkZ9XbZ5MfSh0ezHyWNsZbHeXNgOLv1abPHxkikxPlPgpofDgLssCkigj4t9JnggnILFixwQy/sqENnunD4iMv4c2imbNmyGR30f9WJQoiBPiccAmLnz+ET1oPChaFLly7OksMyOdvGixS+YzzOwvHTjL3g4LucBp/20EMPdUNSXoAE86HFifViPYOB5vy1a9e6R9xAkkNiPj8+DF77dGwHh60oAin+ONSUVTwfX+f8TwA/rvjZSW+HREr+/6D70gJ870R8d357DffsCzDFEYEcEqDoaNOmjTvoh0FfCx9ocaBlgUMm7HRpjaGlhY6ftCBwiIgWGAZvqfBpeaaPTP/+/Z0DL4ebfOCwCodOGN599103LEVfDfrRvPPOOz6as/xwOInlUvB4YeM7e3/OSJDFhY/DRfMYOnXq5PxCfF7BJHw3depUJ0jYHt8mOiDT4ZaBwza0ClGo0NpDC1BWgRasO+64w4k6WlI4hNSnTx8nkLKKr2ciIAL5m0CarTZ/t0G1F4GoJkBBwGEYf1DAMPA8fvx4e/zxx926I1y3ZeDAgS4erQwMFDOvvfaa64zdA/xD60GDBg3cO6Zn4CJ1tN7Qf4Vj+ZwhxDVYSpcu7Z5xGCa41gvLpmMqA31dOCTE4RYGWniuvPJKdx36jxdPFBIUFKtWrXKWmnbt2jlhESzDW06aNWvmFspjXqwjD4bzzz/fiTNet2rVys2W4jAU28JAHxrOsmLwoohn+s7Qt4WijtO5yc/zcpH1jwiIQMwQkCUlZj6lGpJfCNCSwM6cVgGu0MqDDrDsoDn1mAu90crCDpkigJYY+qbQX4NOuRQoFDyc0svOmk67t956q3OQpUhhuOWWW4wWG+ZNUUB/FlpUaKGgLwinT3uRQlHAIRkuvkaHW86WoV9LVoGzcTisRSHDfZAobDikxHJYXw5feaHC2UO06HAo6v/+7/+cky0FC6dDc0o1p0SznQx0wh08eLA76JjsZx3R74dtpRMt8+WZs5M4c4lDSxRknMHE2Vbz5s3LkfNvVu3TMxEQgegioBVno+t7qDZxQIBWCDqAslOnL0to8O/9c4oMDpfQskAfF1o+OKzCDpozhjg8xM6fGyhyuIeCxs/U8WfmxTTs2Gnh8OLAd/Sc4szr4HCMLz94piWFaVl/Ou8yfrAN9HXxFhTmx3x5MDANh7eYxq/1Esyb1xw+YrtYButORrSSMC9e+zPLJCfe82DeFH2MoxAbBLiYYpdu/7OtK8fah0+kt0k+KbHxcf+rFfhba8BQs0fhOCuR8l+w9F4EoowArS0cGqJgoXChXwYtLtxQkaIlOTnZWVUoXjglmUM7HPahA21QUERZs1QdEchEQCIlE474ugmIFA33xNenV2tjgADFBtdh8Qu+sUncqJCzdXhwITQOfXAKMi0XFCiVK1d2C8FxqKhKlSrOyZVOtXzuLR8xgEZNEAERiDECEikx9kHVnPgkUL9+fePhA4dI6AzLKb6cqkw/lCVLlripu3xG3w76e9D3hDOLuHEfF3Tj7CKKGL9eic9PZxEQARE4EAQkUg4EdZUpAhEmQL8ULhLnF4qjkyqtKjzoN0IBw0XRaHnhmWu10B+Eq+vSuZYzkuhAyxVuubKrnyLt/UsiXH1lLwIiIAKOgESKfhBEIE4I0FmVBy0otJw0bNjQCRPvhMvpzitWrLDPPvvMTW9eunSpW9mVexRxujEDRQ+nM9Piwjx4TwFD8cLZN5xd5J1y4wSrmikCIhBBAhIpEYSrrEUgmglwJoyffUPxwplBHDLi+iU+UMBw6X466XKaMoUMpz5zN2daZejES6sN/WQ4PZprl3AlWG50yDxpmeGZ1hlZYTxVnUVABPaVgETKvpJSPBGIQwIUFhQePIKBQ0bcnJB+LrS+cLYRfV+4HxDvOT2YwoTDRUcccYTzfaEA8jONaM3hlGEup68gAiIgAtkRkEjJjoyei4AIZEuAjrXHHnusO4KRuLgbnXJpYaHfC4UMp0fT74UCxvvD0DmXVhY/04jTpmmJYb504KWAoV+MggiIQB4S4DJDhXHsxJG2DVgeFp51URIpWXPRUxEQgVwQoLgItbpwoTWueUEBQ5FCiwuHjb777ju3zguFDHc85hou9GuhdYVnChYOHdEaQ98XDkfRD4b3FDgKIrDfBLgxjN+8MJgZF42jG9aBXDyO9WL9squLf89tvsJRT5b1j9mrr5tNw6/XwDZmlYvgGQXLAQwSKQcQvooWgXggwBVmOczDIxjo78JVazmriFOm//77bzfbiJYYb4Gh/wuX4GdgPnTM5bouHIbiBoVcTp9rvVDM0KGXi9fRAkPnXcZjGp61Em2QvK4dAexhuWSq2ZVDzFahI94Z6OjLVzV78A6zM0rBsOCFQg6w7UJ+m7fgZxaLLReCmMjxOshYiHr8o2b3zjL7q4LZK3eZNeTIqK8j3r/9kNlts8364dzlcGitNN/2HNQyJCorif1Cf1pm9kk5s9QDLE587SRSPAmdRUAE8pSAd9ploRQwHPLxa73Q+uKXu+eZfi4UL7S+0BLDVXaXL1/udnGm/4vfPZnL9lOQULjQ+sJ8adnhgnZcyI4ih9Yenukzw4PXCnFIAJ3y1k3olH9D28ubHUKrAUUAOucV35i1aGt2Fo43e5mVpFDZ104bP05/LDHreaNZleshdmCRKJ6K9DkJqNu/f5ul/GG2FvW7bhQ2Eb0O9fB54P0GvGfd/4ElxWsX/zrXZ+TL7bQK48BlVASJlKj4DKqECIhAkAAtIAx+NVwKDh6NGjUKRnPXFDC0wnDKNLcGoBXGDylxWGnGjBluqIlxKHg4XERrCx16aY3hVgIcRqJ44SwlihY/nMShJ95z+EkhBglAeKRCnAyGNaJbPbQPlgT6Ynz+nlnv180+xHH/0bBoNIFFxIsU/mgWDbCgQtiMg+/ZsyO/EjgM4iEJlpTiB6U/p1DxaoJDNYzjA9MyD/8el8xqZ2mzc5B+xjtmr7Y36wWrig/Q4m6kivEyBT6g7g5q7/R2ZYrHG8ZJ21orbWgJbQtUIXP0YFy+gaWIbYx0kEiJNGHlLwIiEFECtJrw4NotoYGbM3K4iKKFlhg683JKNX1j+I6zkzjkRKFDkUIRQ+tKcnKys8hQyPA5RQ1X56VgoXWGViCKG26CSF8aihkOMWlvpNAvkPmeiwaSMcUmOUdDYJ+Okcc0kcDOHA9OvNjs3Ypm7R4wGz3B7MI6ZqdwtJICBZ3z1LGwcuDSBTTj/DNgjIGO3YV3335sNmk+rBwYfvnnM7NhyLsQjqbNsc4QhQmOHb8hzidmaQOZeAYfkMvOxKuQTn8r8usIa8y6R8yeGYk4AyGAKGayC6wfjhWLkf/3uyMVqYG0DXC/EQcbTCWCIaPUZRg2gtVoE+paGGaaRrWRP8TIHkIFz1JTwGIB0qWHY08BJ4omMotgkEiJIFxlLQIicGAJUFDw4GaLoYE+MbSubNmyxQkW3lO4cMiIw0l09KVlJiUlxQ0zcXVeP6zE2Ut07KVI4UERQ6sPLTC0ulDkcIiJHTH9ZPiMi95RxPBdvFpm3n77bXv11VedoOzYsaN16dLFicDQb3NA79lDQxyUP9nsHlgvzhlm9vGqtA5589dmbXA/fVHmjrweBMgbfc1qIu17EBO3LExvwURYQXAwvIBO/XBYLZZNhx/Mc/D7+Cntuf93TCezsb0w7BTwLdmF66K1zB5qZXbmOLMeH0IoNPUpQs4QJ9vXY3jqFdR7ktnSdYH3EEFTz4BF6DYMQWGIi5agxe+b3Yq6vrdyd7zqKKvYXziCZaBNs0eb3fSm2bzfd8c9pJpZfwxp9TsWFh0KnwgFiZQIgVW2IiAC0U2A1hBusshAB9zQQLHCY/PmzUYfGTr38kwfGAoaChj6xVDkLFq0KEPscLiJC99x6jXjU6jQT4ZnDmNR1NDqwntaanhfvXp1J3oobDj0RDFEiwOFDS023vGXZ3/N+mZ3HdqWaLlnWyn+Zs+e7RYI5GrGPXv2tMsvvzy6FvujUIH1AHqS7ir2PTrnzbBybMH5C5g/xr5uVgdCxgqbfQpRcAM6/EGNMGyEo/tdsLpApNz1f2YVu6BzR4dfdDPEAYQCZwz9BuvFj+h5J44xq4bnLOe9QWZ3joeQaYz4R+JZIGxHnNOQzwUQKZNeNpt1Ihx6adUJBooEWGu++QhDQm+YHQqj4lRYYMqni4f7e5q9BIFTuZnZfSch7goIH+RHgfLAo7AElUNyiJNnnzYbvtbsVAgeF5B+E4RZ2xfRhuPR9idxRjkcmrr/PuR1j1mDUfDfKYFnZBaBAFQKIiACIiACoQQoJHiwY2XIbuE5igkvKihKeO3PfMfNHTmkxGnYtNBwqInihkKH1hlu+EixwXuKGKb3DsC85zWf8ZozmDgVm88Yjj76aGedYXlc2ZcCh1YalsthKjoN08LDe57ZFi9s2Lag0zCveTAuA+P5uO5BGP5hG1gP1p+ib/78+da7d2978cUX7YYbbrDGjRs7y5cvPwxF5j6LnWCAzpqdJJHwOOQMiIzT0KHDGrER4oIC4zQY6cp/BAfX9KGU0pXwXWDFKIkOvgwUzjEYQinMdxAoDA0vg0jpAMGDjn4TM8dxBgRAsSXIIxX36cKCcX1Iggi4uZvZ+yMgDiaYnX6Vf5N2ZpJtSPv+FBRTFRaTfmbNquMhy8TLYY/DsnIDhNF0zAhqjDYswM7pP5udfTVEDco+mG3BkNCQw9CWxzAERAHGgLQzZkGT4Ffgqd4QXahrAuOWMutzMSxKz5i9AxHToqGLHZF/iEhBBERABEQglwTYkbPDzy5wj6T/CrTOLFu2zIkEChkKGnboFAwUNF7I0GpDKw2nbTNwpV++Y2A9mA8FEUULA4UPLRcMHIqi5YiWIQa/CzbTeQFE3x6flmKClh5ue8D3oYKFgoZDXnwe+o73fBfkwjy4lUJoYB3nzJnjDs7Auv7666158+au3NC4eXoPUUIhQd1QqTT8StA5JwDrV3PN7v4/sykQKsFwSlL6HeJshzhAcrDENfRk4XSBwk6fz2ZOguVkMBx0ce1DAQiBJG/B8A/9GemOPc/s6ncwHRlWmwnnQtQEfuSAG6IPogEWnCOamzWGMLIA6hKHQ5BUNHvte7PlKHN1itmfqH+X+nDspehAHemFW7AQ/GJwZt1dQL6Ll8EnZg2sKe39w8xnWpgiGQLNjGQxylsEREAERCA7Ahz64Qq+DNz3KCeBIoaBIoDihk7C3tJCgZKSkpIhJH755RcXh/EpRtatW+dEDEUF39EnhyLGiw5acCiIKIS8hYVpGSheOBzld9ZOe5r2L9NXr149kyMxBcv333/vrELBuMFrWlY49HPGGWc4f5XERPSSByKwWHT6Cxeb/Q4H00pF0Yej5174gVnrhyE68Ik6VU6r2HYMk0xeBJ4ZPXv2Fd6xFdaMkejwXzOrjs/dqTziIl3qKoien7NPxzhFaE25zuytu8yee8/sEoiJUE1DzVOopNlBIVntQnvoN0JtuxFWEgoaVMWJor0Sxku4bVlRCKgmjSF0sxAkjSqEFBbmW4mUMANVdiIgAiKQlwQoFHzgNgM5DRx28aKEYoTWGH/PM0UKHYy98PH5U7RQxDA9h7BCA9+FCpvRo0c7EcV32QUOqx133HHOGTk0fXZpwv4cwuSf+bBawOJRtSGGYyBIkqAAnhuOjh4WiVdhBWlxCEotjGOO2XE3wxgBIREaaBmhlcMFXHPtk2dex7BJA+Q9CM64xfEG1outEB2HPZQ2pJQeO/OJeSN9JaS7D/X530QMPyItqukCXyfBIlIR6mTGd7DQQDg140uqFpSftAHP/oTIOMWsFtJtLo1ZPHi1aAXqXTttSMspHoiRwkFLCtIfdzTiYnjonnvNTqAqYp4MVA+ou6FNkZyKLJECvgoiIAIiEK8EaBHxIdJTqLl79rRp03xxmc6c4t2pUye75JJLnDWJlp4RL8K7NA8CjFBpZgmeoZ+WTsD04+fMvsP1E+fCXaMUnqNzLlsOQuIfrAK7DvcQBNsWml37LGbsrIcfCtMGAi0XXy83WwOBUIydOfLCCJqVRV4YtbM1yIedfOpclPUCRBGeZQiaQD4ZlyifvilnXQDH1nvgNwKBsRkvXbFQKcVh7Wl+KoZ0Zpo9jDodd6NZaZTH8MgdGGJC+R0hUkqgnFo1IHjKYibQ0ygbwudcWHQ2/Qbn34fhvwLrUaWWaelowWl8Mto7Fe3sB5+V2yFUIGRYaOqnZpe+iIXmBsLKAha7x4jS04bpJJESJpDKRgREQAREYO8EvC+Nj8UhIPrJ0A+lQ4cOzk+Gs64YOHQV6cBhkCLo6VG83ep7Q3TM2zEWsgWdcetL4AdyAnw1tqfV5LwWZo9CvFzRBWlQzZ3o+Ol/sg0HfU1cwBmz3q0ROvf+GNap9w7Sw8oxEkLkPHTmrZtjuvK7Zhchb/qD7EDezCMBxw6U7QPz3oZ3mYaRkHflI1GnZhgqejMtJkUKnXqTkPf5Hc26LjUbA8tMzWnpFhK834Q21joTTreoP4exyuL6yg/N7phu1r4zRBTFDPIoiTYXgdhhubh1/5SF8LmtrtljH0OwXIShHzBjoDFs22HIw1Ug7Vkk/vWfJRJ5K08REAEREAERyCBA6wiHjeh0y/2W2rVrZ927d3e7YWdEyqsLdPjFYNVocAT8TtAju045veyq1c2evNesOjr34GJlDdBJT0GH3gvDLS7+4RgCgjCY8RL6floTGNB5J8Iy0Qki5NPfzX7YhrgVzZLR2yZAAFzcDfcYirl/TnoeEADjke/jT2HIB+9dxqhbaQiAEzAUU7pw+jPmjecJsKac3wYr5P5stgACoR58UAqwMnhXFm15YQgEEsTRkC/T88er9tdAhDXAhW8kRNhV98NC9BymSkN8bMDzQ1HHx/pgSf8JaBPui1B8ICSirgMfwZDXW1gTBcLHZ2F1MLPnarSrOCKh7EiFBIz5LUfmVSNVgPIVAREQAREQARIYMGCATZ8+3Vq2bOnECWcTZRdoSenS7X+2deVY+/CJ9FgZPWR2qXL4HILD+VWEJmOnS4GSEPoC97B+OH8MvmI8iBCXB6wPmXwz2MlTYDCw3lvSz8yTebBshmAeEA/unvGZlnFYj9B2M29Yclzw+abfujoH8+dz5gvxtEdgHr4evo7edMF2BUOw3XzOejPf0Lrx3f4GlDVgKKxWY3aj3t8slV4EREAEREAE9kqAVpO+ffu61Xj3GjGvXrLj3pRNYVkJFEZl5x3agVNIhAZ24lnlzU6dnXtoCObBsrOK49Mw72B8/5zn7PIPxvHXWZUR2jYfN6t2+3cRPHvNFMEilLUIiIAIiIAIYHgBWwQoiEBOCKSPOuUkieKKgAiIgAiIgAiIQOQJSKREnrFKEAEREAEREAERyAUBiZRcQFMSERABERABERCByBOQSIk8Y5UgAiIgAiIgAiKQCwISKbmApiQiIAIiIAIiIAKRJyCREnnGKkEEREAEREAERCAXBCRScgFNSURABERABERABCJPQCIl8oxVggiIgAiIgAiIQC4ISKTkApqSiIAIiIAIiIAIRJ6ARErkGasEERABERABERCBXBCQSMkFNCURAREQAREQARGIPAGJlMgzVgkiIAIiIAIiIAK5ICCRkgtoSiICIiACIiACIhB5AhIpkWesEkRABERABERABHJBQCIlF9CURAREQAREQAREIPIEJFIiz1gliIAIiIAIiIAI5IKAREouoCmJCIiACIiACIhA5AlIpESesUoQAREQAREQARHIBQGJlFxAUxIREAEREAEREIHIE5BIiTxjlSACIiACIiACIpALAgVykUZJREAEREAERCBPCCTxT+nC6UXtypMiVciBJlDQrGBSWiUkUg70x1D5IiACIiACWRIojM5q9g9mPR/I8rUexiiBxASzuUvMduw0k0iJ0Y+sZomACIhAfiZQsGBBq1unlq349UT7Zk2h/NwU1T0XBIqXMzsNx/8Dx62oZs2CiSIAAAAASUVORK5CYII=" 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HDFS客户端写文件
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" 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HDFS分布式文件系统
HDFS数据存储和访问
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" 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fsimage:顾名思义,是保存文件系统的映射信息。
edits:用来临时性记录数据改变情况的文件。
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" 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CheckPoint工作过程如下:
定期启动CheckPoint。当CheckPoint启动时,NameNode创建一个新文件来接受日志文件系统的变化,该文件名为edits.new;
文件edits不再接受新的变化,并和fsimage一起拷贝到CheckPointNode所在文件系统中;
CheckPointNode将两个文件合并产生fsimage.ckpt文件;
CheckPointNode将fsimage.ckpt拷贝到NameNode上;
NameNode使用新的fsimage.ckt替代原fsimage文件;
NameNode用edits.new替代edits。
HDFS提供了一个Balancer工具,可用来根据存储的策略重新分配数据,将数据从过度使用的节点移到使用率低的节点,以达到平衡。
HDFS常用命令
与Linux命令基本相同。所有命令的通用格式为:hadoop fs –<cmd> [args]
HDFS路径(称为资源)使用URI格式来表示:例如:hdfs://localhost:9000/user/chunk/test.txt。
如果在core-site.xml中有如下配置,则直接使用/user/chunk/test.txt格式即可。 fs.default.name=hdfs://localhost:9000
因此,之前的列目录命令可以写为: hadoop fs –ls hdfs://localhost:9000/user/ 或 hadoop fs –ls /user/
HDFS默认工作目录为/user/$USER,$USER表示当前用户名。
在user/目录下创建trunk子目录:hadoop fs -mkdir /user/trunk
列出user/目录下所有文件和子目录:hadoop fs -ls /user
递归列出user/目录下所有文件和子目录:hadoop fs -lsr /user
将本地当前目录下的test.txt文件上传至HDFS的/user/trunk目录:hadoop fs -put test.txt /user/trunk
将本地当前目录下的test.txt文件上传至HDFS当前目录:hadoop fs -put test.txt .
将HDFS/user/trunk/test.txt文件下载至本地当前目录:hadoop fs -get /user/trunk/test.txt .
查看/user/trunk/test.txt文件内容:hadoop fs -cat /user/trunk/test.txt
查看/user/trunk/test.txt文件的尾部内容(最后1K):hadoop fs -tail /user/trunk/test.txt
删除/user/trunk/test.txt文件:hadoop fs -rm /user/trunk/test.txt
查看ls命令的帮助文档:hadoop fs -help ls
MapReduce分布式计算
MapReduce框架
MapReduce核心包含两个抽象方法:
map()方法:负责将任务分解为多个子任务执行。
reduce()方法:负责将这些子任务的处理结果进行汇总。
Mapper处理的数据记录可能跨越了两个数据块,为此,HDFS引入了Input Split概念,以对数据块中的数据进行逻辑表示。
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" alt="" />
Map阶段的处理过程如下:
将Input Split进一步分解为键值<K1, V1>;
为每一个Split创建一个Mapper任务,执行用户自定义的map()方法,得到计算的中间结果<K2,V2>;
将中间结果按K2进行排序,并将Key值相同的Value组合到一起形成一个列表集合(List),进而形成<K2,list(V2)>列表组;
最后根据Key值的范围将这些列表组进行分组,对应不同的Reducer任务。
Reduce阶段的处理过程如下:
Reducer将从不同Mapper任务接收来的数据整合在一起并进行排序;
调用用户自定义的reduce()方法,对输入的<K2,list(V2)>进行相应的处理,得到键值对<K3,V3>并输出到HDFS上
Reducer任务的数量是由用户自行定义的。
在mapred-site.xml配置文件中有一个表示Reducer数量的属性mapred.reduce.tasks,其默认值是1。
WordCount案例分析
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" alt="" />
WordCount.java
package wordcount; import java.io.IOException;
import java.util.*;
import org.apache.hadoop.fs.Path;
import ora.apache.hadoop.io.*;
import org.apache.hadoop.mapred.*; public class WordCount {
public static class Map extends MapReduceBase implements Mapper<LongWritable, Text, Text, IntWritable> {
private final static IntWritable one = new IntWritable(1);
private Text word = new Text(); @Override
public void map(LongWritable key, Text value, OutputCollector<Text, IntWritable> output, Reporter reporter) throws IOException {
String line = value.toString();
StringTokenizer tokenizer = new StringTokenizer(line);
while(tokenizer.hasMoreTokens()) {
word.set(tokenizer.nextToken());
output.collect(word, one);
}
}
} public static class Reduce extends MapReduceBase implements Reducer<Text, IntWritable, Text, IntWritable> { @Override
public void reduce(Text key, Iterator<IntWritable> values, OutputCollector<Text, IntWritable> output, Reporter reporter) throws IOException {
int sum = 0;
while (values.hasNext()) {
sum += values.next().get();
}
output.collect(key, new IntWritable(sum));
}
} public static void main(String[] args) throws Exception {
JobConf conf = new JobConf(WordCount.class);
conf.setJobName("wordcount");
conf.setOutputKeyClass(Text.class);
conf.setOutputValueClass(IntWritable.class);
conf.setMapperClass(Map.class);
conf.setCombinerClass(Reduce.class);
conf.setReducerClass(Reduce.class);
conf.setInputFormat(TextInputFormat.class);
conf.setOutputFormat(TextOutputFormat.class); FileInputFormat.setInputPaths(conf, new Path(args[0]));
FileOutputFormat.setOutputPath(conf, new Path(args[1])); JobClient.runJob(conf);
}
}
$ hadoop jar /……/hadoop-examples-1.2.1.jar wordcount <输入路径> <输入路径>
对于MapReduce Java应用程序,需经过编译、打包(生成jar文件)后才能运行。
以WordCount程序为例,可使用下列命令编译WordCount.java:
$ mkdir wordcount_classes #指定目标文件路径
$ javac -classpath /usr/hadoop-1.2./hadoop-1.2.-core.jar -d wordcount_classes WordCount.java
将编译后的.class文件打包:
$ jar -cvf /usr/hadoop/wordcount.jar -C wordcount_classes/ .
使用下列命令执行示例程序:
$ hadoop jar ./wordcount.jar wordcount.WordCount /wordcount/input /wordcount/output
MapReduce项目实战:美国民航航班历年数据统计
下列代码可实现将文件拷贝至本地目录:
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
……
Configuration cfg = new Configuration();
FileSystem hdfs = FileSystem.get(cfg);
Path src = new Path(outputPath + "/part-00000");
Path dst = new Path("/root/flight.dat");
hdfs.copyToLocalFile(src, dst);
下列JSP脚本代码声明了queryData() 方法,用于读取统计文件数据,并以Map集合的方式返回:
<%!
private Map<String, Integer> queryData() {
Map<String, Integer> map = new TreeMap<String, Integer>();
try {
BufferedReader br = new BufferedReader(new FileReader("d:/prj/flight.dat"));
String line;
while ((line = br.readLine()) != null) {
String[] data = line.split("\t");
String flight = data[0];
int dist = Integer.parseInt(data[1]);
map.put(flight, dist);
}
} catch (IOException e) {}
return map;
}
%>
使用脚本语言Pig
Pig大数据处理平台
Pig相当于一个Hadoop的客户端,它先连接到Hadoop集群,之后才能在集群上进行各种操作。用户不用在集群中安装任何额外的软件,也不用对集群做任何配置。
当需要处理海量数据时,先使用Pig Latin语言编写程序,Pig将用户编写的Pig Latin程序编译为MapReduce作业程序,并上传到集群中运行。
Pig安装:
Pig包下载URL
http://www.apache.org/dyn/closer.cgi/pig (pig-0.12.1.tar.gz)
解压安装包:
# tar zxvf pig-0.12..tar.gz –C /usr 在.bash_profile中添加pig安装路径
export JAVA_HOME=/usr/jdk1..0_71
export PATH=$PATH:/usr/pig-0.12./bin
# source .bash_profile
执行 pig –x local,出现 “grunt>”提示符说明正确安装。
Pig的两种工作模式:
本地模式
执行命令为pig –x local, 通过本地JVM访问本地数据
MapReduce模式
默认的工作模式,执行命令是pig或pig –x mapreduce, Pig脚本转换成MapReduce任务,在Hadoop集群下工作
Pig日志:
Pig默认情况下将日志文件存放在当前目录。
修改pig-0.12.1/conf/pig.properties文件,将“# pig.logfile=”修改为 “pig.logfile=/usr/pig-0.12.1/log”即可
Pig运行方式:
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" alt="" />
Grunt Shell方式
命令 |
说明 |
cat |
列出文件内容 |
clear |
清楚屏幕显示 |
cd |
转换目录 |
copyFromLocal |
将文件从本地文件系统拷贝到HDFS |
copyToLocal |
将文件从HDFS拷贝到本地系统 |
fs |
执行Hadoop命令,例如grunt> fs -ls |
help |
显示帮助信息 |
ls |
列出目录内容 |
mv |
移到文件或目录 |
mkdir |
创建新目录 |
pwd |
显示当前目录 |
quit | \q |
退出shell |
rm |
删除文件 |
rmf |
删除目录 |
sh |
执行shell命令 |
脚本方式:脚本文件通常后缀为.pig 。
# pig –x local script.pig
# pig script.pig (MapReduce模式下执行本地文件系统中的脚本文件)
# pig hdfs://localhost:9000/script.pig
嵌入式方式
可以将Pig命令嵌入到Java语言中运行:
先编写特定的Java程序,在程序中嵌入Pig命令脚本代码
编译生成对应的Class文件并打成JAR包
执行JAR包,调用main方法运行程序
使用类似下列命令执行JAR包:
本地模式
# java –cp pig.jar org.apache.pig.Main –x local script.pig
MapReduce模式
# java -cp pig.jar org.apache.pig.Main script.pig
# java -cp pig.jar org.apache.pig.Main –x mapreduce script.pig
Pig Latin编程语言
现有以下数据data.txt:
John class1
Marry class2
Peter class3
Smith class2
Linda class1
Jane class2
现有以下Pig脚本程序,用来处理data.txt数据:
A = LOAD ‘data.txt’ AS (name, score, class); -- 载入数据
B = GROUP A BY class; -- 分组
C = FOREACH B GENERATE group, COUNT($); -- 按组计数
DUMP C -- 输出结果
该脚本用于计算表中各班的人数。执行该脚本,将产生以下输出结果:
(class1, 2)
(class2, 3)
(class3, 1)
Pig Latin的数据模型:
Pig的数据模型包括以下四种类型:
Field:存放一个原子的数据,可以是一个字符串,一个数字等。例如,‘lucy’
Tuple:Field的序列,其中的每个Field可以是任何一种数据类型。例如,(‘lucy’, ‘1234’)
Bag:Tuple的集合,每个Tuple可以包含不同数目不同类型的Field。例如,{ (‘lucy’,’1234’) (‘jack’, ( ‘iPod’, ‘apple’)) }
Map:一组键值对的组合,在一个关系中的键值对必须是唯一的。例如:[name#Mike,phone#1391234]
函数与数据检索
从文件导入数据:
MySQL命令:
CREATE TABLE TMP_TABLE(USER VARCHAR(32),AGE INT,IS_MALE BOOLEAN);
CREATE TABLE TMP_TABLE_2(AGE INT,OPTIONS VARCHAR(50)); -- 用于Join
LOAD DATA LOCAL INFILE '/tmp/data_file_1' INTO TABLE TMP_TABLE ;
LOAD DATA LOCAL INFILE '/tmp/data_file_2' INTO TABLE TMP_TABLE_2;
Pig命令:
tmp_table = LOAD '/tmp/data_file_1' USING PigStorage('\t') AS (user:chararray, age:int,is_male:int);
tmp_table_2= LOAD '/tmp/data_file_2' USING PigStorage('\t') AS (age:int,options:chararray);
查询整张表:
MySQL命令:
SELECT * FROM TMP_TABLE;
Pig命令:
DUMP tmp_table;
查询前50行:
MySQL命令:
SELECT * FROM TMP_TABLE LIMIT 50;
Pig命令:
tmp_table_limit = LIMIT tmp_table 50;
DUMP tmp_table_limit;
查询某些列:
MySQL命令:
SELECT USER FROM TMP_TABLE;
Pig命令:
tmp_table_user = FOREACH tmp_table GENERATE user;
DUMP tmp_table_user;
开发Pig脚本程序
grunt> records = LOAD 'input/1987_sub.csv' USING PigStorage(',')
AS (Year,
Month,
DayofMonth,
DayOfWeek,
DepTime,
CRSDepTime,
ArrTime,
CRSArrTime,
UniqueCarrier,
FlightNum,
TailNum,
ActualElapsedTime,
CRSElapsedTime,
AirTime,
ArrDelay,
DepDelay,
Origin,
Dest,
Distance:int,
TaxiIn,
TaxiOut,Cancelled,CancellationCode,Diverted,CarrierDelay,WeatherDelay,NASDelay,SecurityDelay,LateAircraftDelay); grunt> milage_recs = GROUP records ALL;
grunt> tot_miles = FOREACH milage_recs GENERATE SUM(records.Distance);
grunt> DUMP tot_miles;
数据仓库工具Hive
使用Hive构建数据仓库
Hive由shell环境、元数据库、解析器和数据仓库等组件构成。
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" 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Hive是一种客户端工具,需要在哪台机器上运行就将其安装在哪台机器上。
安装过程如下:
下载Hive软件包
官方URL :http://www.apache.org/dyn/closer.cgi/hive/
本课程使用的版本为apache-hive-0.14.0-bin.tar.gz
解压安装包到指定目录,例如/usr
$ tar zxvf apache-hive-0.14.-bin.tar.gz –C /usr
在/etc/profile中添加Hive路径:
export PATH=$PATH:/usr/apache-hive-0.14.-bin/bin
使用source命令使配置生效
source /etc/profile
创建Hive运行所需目录:
$ hadoop dfs -mkdir /tmp/hive
$ hadoop dfs -mkdir /user/hive/warehouse
$ hadoop dfs -chmod a+w /tmp/hive
$ hadoop dfs -chmod a+w /user/hive/warehouse
设置配置文件。配置文件位于/usr/apache-hive-0.14.0-bin/conf中,名为hive-site.xml:
<configuration>
<property>
<name>hive.metastore.warehouse.dir</name>
<value>hdfs://localhost:9000/user/hive/warehouse</value>
<description>location of default database for the warehouse</description>
</property>
</configuration>
在命令行下输入“hive”,如果能够进入Hive的shell界面,则表示Hive已经可以使用。
# hive
使用Hive QL访问数据
{占位符}
实现Hive与Java的整合
使用Hive的JDBC接口访问Hadoop数据,需要额外提供以下Hadoop和Hive库文件。
Hadoop JAR文件(位于$HADOOP_HOME/lib/目录下):
hadoop-core-1.2.1.jar
slf4j-api-1.4.3.jar
slf4j-log4j12-1.4.3.jar
log4j-1.2.15.jar:.
Hive JAR文件(位于$HIVE_HOME/lib/目录下)
hive-jdbc-0.14.0.jar
hive-exec-0.14.0.jar
hive-metastore-0.14.0.jar
hive-service-0.14.0.jar
libfb303-0.9.0.jar
commons-logging-1.1.3.jar
libthrift-0.9.0.jar
8 public class HiveJdbcTest {
9 private static String driverName = "org.apache.hadoop.hive.jdbc.HiveDriver";
10 private static final String HOST = "192.168.1.106:10021";
11 private static final String URL = "jdbc:hive://" + HOST + "/default";
12
13 public static void main(String[] args) throws Exception {
14 Class.forName(driverName);
15 Connection conn = DriverManager.getConnection(URL, "", "");
16 Statement stmt = conn.createStatement();
17
18 String sql = "SELECT * FROM st";
19 System.out.println(sql);
20 ResultSet res = stmt.executeQuery(sql);
21 while (res.next()) {
22 System.out.println(res.getString(1) + " \t" + res.getString(2) + '\t' +
23 res.getInt(3) + '\t' + res.getString(4));
24 }
25
26 sql = "select id, name, score from st where class='class2'";
27 System.out.println(sql);
28 res = stmt.executeQuery(sql);
29 while (res.next()) {
30 System.out.println(res.getString("id") + " \t" +
31 res.getString("name") + '\t' + res.getInt("score"));
32 }
33
34 sql = "select class, count(*) from st group by class";
35 System.out.println(sql);
36 res = stmt.executeQuery(sql);
37 while (res.next()) {
38 System.out.println(res.getString(1) + '\t' + res.getInt(2));
39 }
40
41 res.close();
42 stmt.close();
43 conn.close();
44 }
45 }
无限大表数据库HBase
HBase工作原理
HBase是Google Big Table的Java实现。
HBase表的特点:
大:一个表可以有上亿行,上百万列
面向列:面向列(族)的存储和权限控制,列(族)的独立检索
稀疏:对于为空(null)的列,不占存储空间
安装和使用HBase
HBase和Hadoop一样支持三种运行模式:单机模式、伪分布模式和完全分布模式。
HBase包下载URL
http://www.apache.org/dyn/closer.cgi/hbase/
本课程使用的是hbase-0.98.9-hadoop1-bin.tar.gz
解压下载的hive安装包到指定目录,例如:/usr
[root@localhost usr]$ tar -zxvf hbase-0.98.9-hadoop1-bin.tar.gz
配置环境变量
编辑hbase-0.98.9-hadoop1/conf/hbase-env.sh
export JAVA_HOME=/usr/jdk1.7.0_71/
export HBASE_CLASSPATH=/usr/hadoop-1.2.1/conf
创建HBase工作目录
Hadoop dfs –mkdir hbase
配置HBase在伪分布式模式模式下运行
配置hbase-0.98.9-hadoop1/conf/hbase-site.xml
<configuration>
<property>
<name>hbase.rootdir</name>
<value>hdfs://localhost:9000/hbase</value>
</property>
<property>
<name>hbase.cluster.distributed</name>
<value>true</value>
</property>
<property>
<name>hbase.zookeeper.property.clientPort</name>
<value>2222</value>
<description>Property from ZooKeeper's config zoo.cfg.
The port at which the clients will connect.
</description>
</property>
<property>
<name>hbase.zookeeper.property.dataDir</name>
<value>/home/hadoop/zookeeper</value>
</property>
</configuration>
启动HBase
[hadoop@localhost bin]$ ./start-hbase.sh
localhost: starting zookeeper, logging to /home/hadoop/hbase-0.98.-hadoop1/bin/../logs/hbase-hadoop-zookeeper-localhost.localdomain.out
starting master, logging to /home/hadoop/hbase-0.98.-hadoop1/bin/../logs/hbase-hadoop-master-localhost.localdomain.out
localhost: starting regionserver, logging to /home/hadoop/hbase-0.98.-hadoop1/bin/../logs/hbase-hadoop-regionserver-localhost.localdomain.out
[hadoop@localhost bin]$ jps
Jps
HMaster
HRegionServer
HQuorumPeer
YARN架构数据处理
Hadoop 1.x和YARN
Hadoop 1.x只支持MapReduce计算框架,它的主要优势是对大规模数据进行批量处理,但不能解决所有的问题,还有许多其他计算场景,与之对应的也出现了许多计算框架,比如流式计算的Storm、迭代计算的Spark、以及图计算的Giraph,这就要求Hadoop支持除MapReduce之外的更多的框架
YARN对MapReduce架构的的重构主要是JobTracker的两个主要功能分离成单独的组件:
资源管理
任务调度、监控
YARN架构
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ssMkI2ogvK9aDYjfak30aZ7Elmb/FXAUDyh3wR/iIgoy6xriBDlirAMK3Gu1ltgUa3NNp4K4FWAq0EbrcEUmPz5eiuCmLw1qKB/gJccOV+uaOi6/Ap0yapn6DIqYXbyT+8weW6Qocx+TbIW/6h+ZcgW2YqZXn7rpjbuS+WRrcCCgZiuLc/Rgd0IF2JoX5BST9AATAB2OjlfpB4P2lDYAWBhvc9/dIDRgQkCUK0YwBIbFPdnZYJ8Y2gI4Wb/BX1mRJGjoIHeE2lb1pOXMAjgAEThW/zfcQ7HfabIG66nwGAR59+FsRXAYDSlGktAIl9pOw801v9s9MxNXY6LmHHmKY8jMbygs9O35UGnKWM5CrtJ1h3yk+AFuCXG75vdeihPz30MZ+dz4+4U3er/O7qlMq1wEU3ry3Q6JZGG28l0EqglcBtlsDmgTuBBjwxxifI8I3X4Hy50yj5Fq5CzyWt5lXVnmS39quwhlosf40aLzzklAQp8o2iQn9GB5AwywqG1QFM8QCIjqBgALUEIBBcDOgXYRyQ4QZkmiwEDstEBwAZ5vWaJoCQzivWjwQVRPtFGqZ7gYvut208DIruZmrCqRidMHNyRMsFtCrVXHWCZcTlnzl1BTs95KuABX/LgIyV5f6idHv1YSjPpQNQsr4Zr/DbYenxChYb3BqSt+Beq0Wf/GoCURhNKDzCCeX5xxeKHrKMV6JbdbXRBIg8MwESAVaIF1BW0zLjHb5aoPEOwmmzWgm0EmglcCskkON5NlTM/RllREdFNs0XCpWbwYE+X8NFHypElRWKIBX4BpVUy1uqlDV2ZZDO/Hq9kqKkdNdnSneZjXnptZDaUhqVlJaO8obcpwPk6iJTBwNMmTAtgUIWN2iVSC9MwQPTI4KLdB4VJWjVyNUPRS0PcUKt9GkRoJimfU7gKBYRmlSpk5v1qrzlrhelvx4gIjGBnE4a0GpPWOkDAIAScBGJJZxKwA9pKXHfjz76w3qR0H0z+7MKyMCvQ0uK/hl9gAeOsYtBgN8yUyZufiUg7GumerSGDAAI+7B+uIEa3aZ9eUIu1giftMitVgQSSJc1pWd8Y7BETeuOb6TaeFfp6nVj7vrzN58AH2k187clQMzfWMlSptUBtMiQ364P8SqhBRpXEUqb1EqglUArgfenBBrFork9lYz3Km+u/sOsvVFZlPyNaZt7Jk1VPPUqTaNs1sg305lxtTTTi/IsShL+4Fdl1KsCJd7LeSw9KNq+1cG0OnRQ1M6UDPERLAgatEY4aaCS0u/Cj1YM71XkHZb3aukYGKYO0ntBBqYvcfro0OAg/htOu9ALFSKRauVwykWui/qmQfjSx2LZDc9QpjpvCn56sGL0YoXpUK/TILiNJAZS2aYlgjoVex99kq4P1CCPqGP4ZlolAUcBD/In6JFWMNLLc1IWGRAS0kkw4bXwVsGF/AF/amIpwbcJ5G241rQ1oibf+8203l8tWEetp/Aipl3nquZfrey101qgcW3ZtDmtBFoJtBK4/RJAMRZFISsM+al1HPANagGVlFcVUqO8SuZVvquCqeW7SUyr+TW9+/5qZaSTpslLXr3zjVzlajY8pbaSBtChooZPk5lMiOEYJH0AJd0fIyjjIZT1ANMfg1xHqMEloIIDgcdwflZjlLxnv/v96F+c41TRD8bYzomcZtFi8Nw3vxn33X9vHLznbsCH0yYAFhT9ANYRp0hc+UJx4oU/QcgCoOflN96IKUDK4fvuiwF2wwQ7MIWCpQLAseCcCOU6gAL3KwHP0BWBEECD8mkBId5P/Svc60uj5WPQ+RPaBhElGHKjMfud1idlkhVxy1XoaFaVpU1QkltTq6rvkrV5NxWs2XpqXd1XKzS/hIz55VRXV3qTnb/F8nusKVe/tkDj6nJpU1sJtBJoJfA+kEBVCF6vEgAZ1WxdQIZKSfVUr6klNqUVdbaubLppbcf72q4KJtVdk17rrvm1bLmqXm2x5JKGknZ3zARDlRUUP3iANB07mTrBCdQJB4GGh3lp2fAzAJ2ftGjQbEkzfQXA0ctBX8/HKluw75kcj2E0/v59u2OFA+Ve+tZzsXPbWNx/7yE2ytJ/ggWpTFdo7HEPC9lQ9yu3PGgOXqCKU2+/HecuXYqHDh2K4aEBpkegAWB40NggYGcF0OL0wSAWD5W/UyLuDaKlxGkarS/2O0GH4ANE00/ducJEXxP6l5IBbAgblFQ6WSbYgD9yDYkjG5nLKzXk9/oX7a89X0t5X4Vb86Sucbny003rvfV6raE+60rHFV4T6Fh9A4rkr/DotXBYr7WmzdcWaGyWSHvfSqCVQCuBnysJCDa0aTjoqyT8GOq1O96dlkTNV02v16vldddztfwuE39qIxUv0wtUqb5SqaXlJflE8eLf4ESIfhrRPwTuYMJB3QiQwPiAZQN/BhT2IKWkFHQM9QEyqHAIsgXO3VhZno9vPveNOHf+RNz1+d9kOmI5Zk+fjJ4FtmZHy8/NXIyTp0/H+fPn05Kxd8/OuOvOgzHSPxjnL1yI02fOcmbMVErq3KljaYkYZFpndX4lzp87G6fOnmOJaie2TkzGrn0H0tl0AUtE7mtil1gaImAQgCyjiAVD6u4VQEYHGfQDspYBKAtOweD4uuIOqPRDle7uG2UahxqgLVuNWykhwUiZ4knRldTmuz6jzVeza9rmeFN0Lb+bruZ1l6n5tg63BU80AKO56S52nXgLNK4joDa7lUArgVYC7ycJXPH2yLhvmsteq7Po7eFXZVk+zaRJUVCgh3JmCHlqLPaGWNYUDy1wI6cxXHyR+16gmMEWTHd473QJupyrO2uanz4boBDTt40NxGMffDxeP3Y03nrraPzoe9+Jpz78OBaHiGE+A8jjma99LV565RUWeSzFnbt3x9e+/MX4/NNPx2OPPBTPfvWr8ZNXX43ZObZxxyRx5PU34qMf/lAMwtsPvvuD+NFLP4kznJA7NjoaFy9Nx9O//Tux/667ZKz0Q1BEN1TJ7onh9EfHNLrIxFAMAEgScDTAKe0dAJAV7osaJx9yHhxfTrRwR78EGSViiepPQtJtCHKIGAsQks2rhCt+j1ehaYHGVYTSJrUSaCXQSuDnQQKpBNRshrRqqLpSW3VdzexO8747WL47v9530xiv6U17G8o0tDUrGaNOlPaqyAHlySwDJYQa7q1ZVp309LIyg0+nzzM/nIZA5/PV24sdA0Bh2dWSyAoUM/mgrNXn+k3s3rUz7tw3GRfPn4uvf+3r8fD994sDYnBgEHBwKd44+mbcc+BA/NpHPxpjnDr6pb/7YvzVX/117Ng+zkmk5+PwPYfilx57LAaHh+N/+Ff/I3thLGIFmY2/+8pXY3L7tvjPPv3pGBsbj/9E3S8+/1Ls3LknBrjX+qDjrUtXtUr0sTRFh1COSYOz4hCqpWOJZzIIiDDu9Iz7baTjLnNHWnd6kRP4CcHooWEe/VN2JgGrjCU8I39jyEKZu/7spKD8hlDpTKzxet1A2HVT820ZruDnemDCfH1hrhVaoHEtybTprQRaCbQSuEUScIj2kzpm83jNuF/z19jBSuA7sG/SqoNU6KRo1SgKRcqqMIyXd+j1PNNqyJa5kb6GSl/v6/VqdZrXlG2qKsqppK4wFWEHchmnSqvc8E0PWBqaKzQAJC5ddapEa4XYwmWrgoZi2dC6gZ1EEELJHrYXx18TgDAQD913f1yauhRvnzkTf/M3z+CXoYGiJ468+kpMbB2Lew8eiEMH98cI4OODDz4c3/3KV+LcyZMxPrKFvLvigcP34/C5Go9/4LE85GwGgHLq6Ntx+fyFmJjckVu9nzx7PrbsHIiFRdodFTToP4L8KbcIT6uctMpuXSyFLZYXwYNAQe8TeyyoGNK1VEuOy1pd2qvTCM8vnxmApMKK+rRzCTOS1QIiGul+OvVplGs3uLwaVU1rHs6GmmperbGbBjn7vPiUTbug2Uxei13n2gKN6wiozW4l0EqglcB7LgEHcD4O836tqZVmkE/vSeIikdy4SrrGxK5/xsoKh6uxPDPpzEuNUJWG9zWeLZjQFWy8O7/ed5FktKZ7NVytzHr92CmgaQBLOl8w8cE1pwPIUoG5JNXTQQZIZQEq17LiRB8Md/bsB4gM4tcwwHTLABaDQaob6JfeyYlFpmBWYnzbeOyYnIxff+JX4z/8+38Xx15/kSWqqzEyOMQZIwAYlq72a0nAijB1+XLsu2Mf0y6jcUKrhBYX6hQwzM/O4AQ6lBaKLVg87mLlypMfexJn0NV4dHo+OiNjsXVyOyAGbklzo7Rl99DQ2uBmG/KsFQZ/jewNfVvBD4UdvnL30KF849eSIewo5defEz4dpCk95VPSq+zkz9q7Q/ezqPTmr8u/UFc672q8XgvFld81Xy6BP8gmwQ7gzqXJaVzJ35zyk3Zz6E4r/LRAY7OM2vtWAq0EWgm8TySwPmSrhNQ2Du5F66yyiiGXS6YCMU2aovBuF/upKmE6ZwAEGijzVEzYAPTNKG/vJKt//GCxUHn1qcBMwEpgyBkS0uppqMWqYV5RXJZze/K06GAJGd0yHo888kicPv5aPPeF/yepPvCBR+PZ556LF196IbYMsaKF3Ue/9tWvx8c/+rE4fP998cJPXoxXXn6Fs0tWYmR4JJ799nPx1ONPxK69e2L/PXehXFfj5KlTMTGxM77/gx/G2B37Y/vefdE/WJbJapDIaRPogBc5bbIMe/qduLYFLJKWj2WAUh9gAzLYL89QOfg80/KjpYasDKT7V0KRRXmuTdJtucAP4AlmZeWmQgs0bkpsbaFWAq0EWgncbgkUlZTKSvCh5uPt83aGZRWpGjUVabnKT1Gq8KdlQ38N1Wlq3oQmJY4ylvtVV2ak6kb9MnfirIQKXEfLwQH9IbSMDMUj9x3GwjDB9uV4P7Cb1hasDU9+7Ffihd/+3Zic3BU7J3bEp37t4/HlL34x/vX/8W9ibOtEPHTvofjEJz4RE9u2sF/GvfF333w2vvp/fyv6sH58+hOfZIrlQOzauSt+/x/8dvzt330p/uiP/gjkMBT33HlPfPZ3PhLBVMyc58zYjUGmTBaT4+hnyqTEXCFjn7RmpK8ou57SDae4nA8iTco8SC0Vt3eCD4M1FPFlZC2du5JVkm/hNxyDjeAxAVJpuOFyHRzdAD8t0LgBIbUkrQRaCbQSeP9JQK2FEsiLis23zqq0bj23KiAVU1GKTh6gcGUuA/wBJLTIuKzTA+Gc5ukDVGjJ0J/B0qnY+DLW2+R5Jz5J51Di7iK6wo6i//Sf/FO2pvAckQ4Hly0BFgbjwN13x//0v/yv5SRVDjP7BEDjUx//1VheXMA1YiV2794BYlm0xvjtz30uPvOZz8TsItMfAI1h6pqZW8APYzkeHh+Pww8+EP98YT4uT83EyJZtMcv2oFOcsMaMCP4VyBln1HRwBTDpsyF48j4/9lkwAqhKJ0lNOM1zyukG5aICNy29QYkILLxQV34y3tyaXDIzdqu+5D9/V/a3eZZ2Zc0idYOMtEDjBgXVkrUSaCXQSuB2SaAoKzRXKqHCRUkzXqZTfDP2/fh2hvriW1SlylWeBT/wpgUju4DySsXltApOlYAMt+VyAkKF3UeaZLnIhHjeUzRVOeDDSrRuTM0vxTDbj7vVuCtV7L/nnl6aXcxNtQYGBsAUOF2ydHVoaCQGt/QDOLiH0jNS5GoIB1H37JjDj2Oe01RXBA/UIRhYATH0Ys0Y2z4YUziBzjN9IMjwxFjzl6WhxeWGX5WpMwxyukyb8/g04CLSaGXTfTrNs2pAoXKq2DD7572JhAK+uPeRpvUnk2/xl78pPj6vdxFaoPEuhNcWbSXQSqCVwHsvgUbzbG4IBZRKqHyl9aCcpvnulMLmZm78HgXs63xXyAPPUnGrb7FwoLB0ZnUL8gJCcs1JTpfkUhNoEmTgpJkOnDlNgsJPwIFTp311B9E+ty1XixNMMzlfsykNEBCP5HJZ48mSoIa6sVqkkymHmeiboVXB/H546mDxCBw9tVS4c7igpUMm+IOpEk6EBdB0mJ5aAT0kl5QT3gh9ijUJqEDDbtzlPp9O/zjFQkTCDFRLCUGMVh0zkvUm1RZLXwoi68q34G0I6QyK3HJ6Tt5uMrRA4yYF1xZrJdBKoJXA7ZBAnY7wDbi8l5cpitysy+WTty3Qtks+4SqVO3opVSXX1LNVT5mY0wbQQshahoQMTpeIU4QeW9grw5UnKlwtIfazH7AxCPWoKIJVNgOAAs8UKSe8ljp7OHm1ByBSX8B73Buc8iVoTaAVAMOyBCarRDMiMPCWb/uQ0xnEQQquTNHi4imm+orkB/6zBPxrf/FboGM/s6/NfbabDq4lr2k028wpFOkxA7l8dGPQklBq2ph+i+8SxFX5dbdtfwVxN8ZjCzS6ZdfGWwm0EmglcLskwJhdh3TVjm/KNZTxvuaa6lumqo4/r9js863TN/Ra6LZcy5JWAYSHixnkmnUXqYHLKhmUNTw7SbEEs54houLvYV7C7cY7s9Px0uuv5o6cDzz2AepBGlTl2/7suYvxytHX46477op9B+9k6mOECgq48iRXCfuoy5ZVgnnOiXwkL8iMqjypVd8Q5ZdLN5GZQZ3ZEQARdw+LrJaq5b2fvS+WABoYSDIodymd3lkA9PgMhBL6bji9ks+Oh5aOlKX6piA3CXJgBD+VfK6ybavSF6rmu2lsQ9qtvikySgBmP9YYbH5/8nwDYKMFGrf6ubXttRJoJdBK4AYk4LheP5L7Nq5iujKo8vzzGLCycqPQqBVqge74lTUUDSJtpasapZavZWq+9zVer4Um71Jpqo7l2akErAJUlcqYZa65ARVWix72u+igqN1zw8PVxBQz587H17/w5zGxZTR27NsTO3fswg+jN+bZA+NHX/9mfJm8z//B78eu3Ttj0EPSXM1BP3v0odBXA+dQp2V6EhUANmyf6RD9DPSvAJ3EAo6iGi2yd17J09fCnUiX3GDM+rSkQNTr/iRMqwxQ5yLnnmiD6YfRZYDCIm0NgjbcRmMJP44h8QN/C4pCVJNXGwC48LFBL6CNvHpSCo2SrKTMNtOYwfIlNW+v+Kp59XoFQZNQ66t1d183l6l1lWvdZE2L0hpbm4vcwH0LNG5ASC1JK4FWAq0E3lMJVPN+KqHSUolWJWGa8e77Qle+oVbJ5dt5URKqrXV64/Xe69VCTa+0laa2WfNrejedcWEE16JJsVA4qaCCQmGbbLH8Ig0LQR8KvC93yQQgkNWrj4SAhObmF2fjXKc/3mQL8W2jW1gV0h+zM9Nx5MhPYppdNVc7C2xdHrE4Oxun2X58eWkhxgb74sDevTGybSsrRS7HJSwXgpxZNuLyFNY79+2K3Rwn39PpiznONzl54mTMz8/n9uOTO3ZEz+BIgo1ptiB3/4wOoKKflSz9OIwuM0UzunVrrHBY27mzZ+LC9HRaY8apr58D2mYuzcTs1DyWmd6YA6zMsW1pL5uCaRVxeidBRva/kY8gxCkZ+HO/Dq+ruSonxQWlE0j1OVrQoPA2PwvTutMrnddKq1y7g/SGeq109b5eoUDGylD+vd5saIHGzUquLddKoJVAK4GfqQTqQO7Av3nwv0ZDaDLP3FBpFVv/ZqVyjXLvUbJOkmWTLRrQaVL/A8CGfharWDKEHiKiMqWhWX6JQ8wAFoCMVcBE7qGBo0Y/u3Des3dHHH/+hXjswEG2+V6Nc2dO08VOTOyeQMl3OAxtOp754tdjaX4ugUofaUOckPpf/Rd/EC+88EJ85evfyBUnfTh6LgIQZqcvxx/+d/8tVpCh+NKXvhxvv3U8Fhc5UA35DY6Oxe/87j+i3dH4N//X/xkXOExN68Lc4lKc53TXj3/o8fiNX/v1+A9/8e/jGFudT3eWWIWCwypnpHz+U5+MM8fOxF/+2V/GKtaXvWwGtp+lsaNjw2UKppma2SBycUam0+9U+AWMGS2/Ap7nDUxJbKjzPbiRF/GFPCaIvMk2fOptaCXQSqCVQCuBnzMJOHgXOKIa0PieaoHU23eVh/IpzDE7ktMhbj0uCMmVGDhWunKkh6kSZiFyCqOPKQ2PT+eoNUAEfhZDfbGbbcVnprEUXL4UZ7A+nONId88eGd++nXrw63CKBIW/f+dufDbuyEPTjp04Hmc5o+QyZ5+coMzOyZ3xyEMPxz2H7uEQtal44823YpZlsQts27lr967Yv38/Z6MMxLe/9R0OYbsYJ06fCus4dNed8dBDD8ZOpmcukH7u7Nl4nVNg3zp6NIaxVtzFlM7+HZNxgSPoX/vJy7E0NR3n4W8X6TsoMzSC2ypApDyTrh9Wam1TfUaCwvqspKlpFSzWvNt5bZ6mFg1ZvMnQWjRuUnBtsVYCrQRaCdxWCSTKYPjXDI+PgfP95S353aiEn75H1fYi7NH877uvaZraBUMukVwGVHQ4kbWjEyapl/GnmF0ZZMloma6whA6VuFXmktBeTkabZNfPc1OLbCt+jCmOuZjDSfTggTtjemnOCZY05++bmIzR4SHawokUq8jF2bk4z6FoHeThya4fefyX4152AD0NIHibo+RfB2jccfCe2MKGXItz1IOvxjybch199VU265qNl994M3btmIinnvxIbAdIHHnjKOejTAFqODr++z+MCzijTu7aFdvGt8YA/iHbsYCcOn4q7tyxN8b27IkPffSJ6OfslRkeyQxTJvY+pxywXjR3XOkjFig/hkyHf5cClzvk6DN13qJIUrLbEvI5yvsa/7ChpWX9od8QXy3QuCExtUStBFoJtBK4nRIokw4bx3cUU74hq8T4863T+3xTltdUE11M1/tai7TXCpXG/EpXy9cy5b74EpS0pFRhqidVqPCAN0bMrfSjfPtjnmmRJZTWqcuLcXFlIFaHRgEN7u4JLdX1YgKxnKtERpk+2TexPc5y0uo0vhSjoyOxbWKCk8uG8KVAkU/hL4F/xmWmS1R+l/DFmAM4uIJFv4jt+FT04V+RK0ho090/Z5kKmQFgvPbW2/hbLOaqkUuXptnIayn9SE4xPTM8OFz0KGUGADxj+IgsL3RiGr+ODruGygsmk9yHYzv8jI9hYQEUDHDeSj8biDFfk6BHR0olkEo6nw0OpMhGKCaoykelbFNoAg8iayI2Um+SoAq961rz67Ura0PUfIP1VNp6zYyur5pernlsPeX804/ER2tO+S6AsqvwNaMt0LimaNqMVgKtBFoJvNcSuJYSKXChDOoM680In++4rFIwFCVA3CryDdg01Niawmpm1Zs3UN+Si2rwmjVQTs1RePA7t4/IzPUZ+bRQmOmSEC+UkQXT81AzFZBtqI5o35Iq97kFTkRldmN2eTEuLc3GBbbvnsXqINC4PLMQ0wCQhd6hmMvKVL8qMr7J922+b2ws9uwdjC9zENoSG2wd3o+jJ1MnCyCShU5PHD12Mr78re/Hb//mJ5kC2Yc143KcvnwhpmfnyV+m7WVWiSyzwmQl7xdoW+5eOfJa/Idn/jb+4W/+Zjx4330xCZj53g9+lFMuo/hqvPbaa3EUy8c4AOSNt08kKDm4Z1/s4dTXcaZl9u6/IyaZdlnA2fTYqXOxg0PXLp2Z4kwTAAbOoE4TpX0J8KQTqaeyKmYPWSvPSUuGSIxrI8t8LspXQp9Oc23uSNscak73VZp8eF3ENd+kGq/XLrK1qHk1n6srYuRRYNTkrEcsZHub2zR9Y2iBxkZ5tHetBFoJtBL4qSXgIGxYH3KblAYUdGWUcTyJ14buksZtLa/eVq37BlwUPBMQJPTzyV0yoVShuVWUSsl9NFQAKvkOyzNV/G5hnc6Z8sW9Dpi9vG3rO9qLxUAnTZZgkMt7N8q9jyWkvR5/Tq0r8J27USQfOGc2QMJVIWUFAs1ZJ9MhbsWtXpR3a/Uzw4qNV46dizdOX8Tvgo22RgdihBNUR1nFsXtkJPYz7XBHzMeRuSlbj2WXutJmAg34Hhgci9n+LbF133D0bd3GipKB2IOj5dj2HbHUPxyrrPQYAIj0jo/ED197NV4/dZzzThbx6ZjFx+JELNF+h9NaF+FpgQ7by96hYZauctT8li2xY9fu+OGRV+Ot02fiEj4g01g+fvDSK/HkRz8SPzlyJP7mS19RnFg/5vHPuBh333kgPsg0zA8AIN9//kWOiscvg83Apjjx7cCv3xOzF2fheQirDL4oyHI5QQ3SQkG7IBZJ5+JjoU6Rt7uPImmfrxYYUhFcE/IOAZOAjHX2VbbrQc4MFqjxTLiBL2uy/muVrfmlRSGpy6rl0Z+AK4n9hZR2u9su9NdioAUa15JMm95KoJVAK4EblIDDbB1+LbI27KpIHKi7x+QNdTYZKKgk6qLLaFNU1eAAn5aDWjnXjKrl85Ayln2iENxEyvfPPLisViIlSm8FINGb+0uYr9LjkLAsQAvkedaHx6+7lbZKZhll53H0Syo8qPMwsVTb3vGh2kXe7F8/+gbniQzHwX04QqJwBSsxNBY79m+LrVtHYstIX4yza+c2Tl/dwmmrU0x7jPWyCdbSfCyy8mSZ01gTpND2CBaCJz/7uejF16F363A89bnfiiFWjowDLDoAjKc/+cnYwhTFjq1b4vd///dYVjoV/WjAHRPbYoRdP/sBJWNMf/TSr8ntE2wI1h9bqfPpv/9bgIE+0rbHH/zBH8T5C+fhdTA3Bvt7T/99eGEFDGU/9uRTTH0ssi/GYpy9eCFefvX1GKGtrVgx/v5v/r1468RpLDKzKaedu/fFBEtjV0bGY/zAoVjqxRcFS0qH576ELD3c1We3KPhIkSFVkZ4WAgFac9BcyktCJJf7d0DrJEuet0KsnHRrfhPyd6X8JeQh8M8SGa80XjM/I1200vG5VlirExp/NjIOv/mhTLFwmNZVgSjkHUILNN5BOG1WK4FWAq0EbkgCDrpdY+2GWwdugwqhBqL5tphvluismt2QWMK9JZzL76CM3B1ziS0nXea57IdRXsdJN8Ly2zdlgYjfy+xP4TkfnGKOnikKLXfGpJEOSqMnl5mWt2xN4iucUNar0uOzjKKMtFK4WyeWjf6hmCdtjhNCtFJcunAh5qfPx46xkdg7sTVGaW9pfjYWZ87H1pG96CKVIwobzXJoF0BheAxLib1h3wu2AR1QsbJaZIXVIitMqfTSJ/s+p+7l6iuzu32O7RtNhTwPD0Pbd7EpFsAH4NABiGzfPQw38I+ADtx9H5tl4eVBX4ewkghItCgMYp1xWasrWeYFX/hx7Ni3F5CFjwjA6OC9d8fBlbtpUAWKnAB6C5zwepbNwr7wN38Tjzz8cIxgeTl5cSZOzXbiI/cejktzS7ENYDE4vouNupQ1AILrAtakQawu2yd64yK+HAu05/SOvidakfA4pd/0E9nIawEa2VvyuabShw/6QIncWyRv4F37EE+syEb51JDFLWtCvTbxSrPhttJ0XbvpuuPdddIX+fNv8+9Xfm80tEDjRiXV0rUSaCXQSuCGJaByyBE7S2wYk7m5eo5UpZQxFbAYRYWWRhES3bLbex0nO2y53UFRCzXSXI8SE2iEYEGrA0pM5SbYwE0BxYxm5lOmOkgAyrhVlrMug30j+SbdYWplRmWJc+T03GKcZyri1IXLceziHPtGdGIbu3XuYcXFBErY6RV9QsaxLnzw4UdSWSf3KPIhLCJsV0HdTI3oPElnnPKRvWWUvVFBlAkdgI8Oo/bBI9rnQUh9xHvYwdO+SuxLdc4OCR7sSyaTDkIZBNX0oZRXMB8sAshw58jpkgGmYzwsjX9MQeHXgfNnP3wZPK21nC+iMrcJWkKoQxwH/6uf+BTbnL8RcxemY2xsPJ7+zAdYtnpnzMonfM1i5fGwNflZFFhpxWB30ylOX1skEcMQ/LJ3B/JaBFCRWcCDBQBOIqQ8fA46bEjIDS8OLVoodCdRhIDcsdMp+47QH5+1clNmXknki7qcWvHalM3MahkjhwySzJe+iVtz+oJYlsrMsmKvtRHzpaNsT8rLsjbs5+ZCCzRuTm5tqVYCrQRaCaxJIJXA2l0O/9zl6L2WmuN9k2pOGjrq2E2Cad5Kl2M98RzwGfRV6OZrHPCTZU0g1b88X4P7jgoBPaHy7qWM0x7W57HlHaZMljDr+5asr4ZLTefRipfZXXOUSoeYblimzJG33ohT587Fpen52Do+wZTEZDxwzz6Wcg7FMFaFPmh8z+7rmaEeplmWjAtZUIrk2wenZXpQ5lov+vsFOyo2PzINuAEUecVXk5UiKNoheKJsHhaPBWAZdLCk1QOeUx4U09djlQ22VslTn/b2sMKD9BW2/hZM2HY//GgBYHYGsEEZ+Oijryl7HlJfgg84RXt7+JrgxukmAZJx0+45/GAcvOeBXAmjtFaocw6lOwcAcwrEfnQov0QauIjrQszSEbcwd6pEZ1cBiXS97NGxhOVGpKRvi/X3UJ/KfRXgIUwkCT2eEDGfqzaefKoyLTBxf3N7ZZWGei0wjHvzm9AdX0tbK0AKtHnblKlZ9WqZrvzyG0U2Wa8ZldDneOOBLrahlUArgVYCrQRuXgJl8O0eelUVvhd2hzpEm9ZNWwZvcvlX0jfmVgUj+Khx68gVIlmitKXqYK/KdJZEvbLfhNMTvGFr3kdRLLJN9yp7UGxjx8otAIslpjjOsIrihSMvx13774zDTEP0o8Hvu/tQ3HvPvSh0wArKTnP+AOUGcDLtRfmrxNXcaWVYQLnjF6H+6sFS4RHq9tsNuPrT/wAHVFKW9VtAuaai9S2ZdpRHPx1i/0wU8wJv8Ex50MlhLBQDlF9Faw+x82avChmg0sv0x4AgQysCZelMqc8372yUU1kBNrk5GO31s0d5Hz4XTuc4LdQ/YJxpDUCOe5Sq5pMJxU1/5CeXmPocSOulLa0/8gaUymmX/gQXtJ/WCcGVwGI5hngYS0y9DFJv8kK+u5gug0SWmT7p07LBvXgrHW0pg7jSP6YDsPJMFdsvAV6UFWAR6sJjV26luhXXBBjJWBd38F2AEM9CQd1AaIHGDQipJWkl0EqglcC1JeAgnKoPpeDAm8NwOmWqH0zqBgjeJzWJKhu0X1N1M5g7eNcBXCVKJegnq02fA5dL2kI/b9V9KE39LNxRc4636LOzC5wR0mFDrP64OL0UUyz1dOWEO2WuzF6Mg1sH4/G774htk1tjRMfMXdvjvr0fozRv3B3OBEF1DuHfsMpbeId69P0QNA3wZi6bcuPUgBYW36R1wuwAYDgohLf7oni0bvTwlr9M+QQZKNtenDgHeXX3vV0F7OZanaWZmJo5FqOn34wOvhwDTAWtYpWYp84FQMUYTqWXL9JX7gdx6FwAfCiHEeZGBgENU9Q/DOrpBxCluAARI5Tpp45BFTey8WA1RWwd0qUFAxAwQB0aHQQefAMA7EeRrNMtWiSWAQP5oVWXyOaUD93uwP8idQvgtNwsUYcOoFpQtIAsASxcXqvkXN66aBwQsjB1Ola3Mo3EVImWo2XAmzKkRE4H8SDhRQDp06XuhDE8i0xW6Jl9S78EOwLKsu+H/b255lugcXNya0u1Emgl0EpgTQKpA3IQXtcG3ibu4NoNNFzCWRCGBMR9zZWgAReqHhVqltGujhLUtwJNSVzF2I9PQ29cwidgZWicDazGUACCg544+fZb8eJbx6LD8tDRrTtiG06K+++YYPOqAzExOhhbUGpjy1onMOejEH2vV9d6LfPx3CeSQM3BgFMyIgz9H9DW0KCABRBcVYflH21jpbAr8uwUgoAEZgEtTK105nK5KSYB1CcBRT44sBIHdo7GkZOvRs8RNsLqYxoEgDONDDqu/sA/46K0hAGmPrSsZGF4GQJ0qIYFDnqjqJRtTStFEqENfdN2Sa6iWw/c+A9Gswz9SbAhz9Thya/20aWxrvJIuEiS/dJatEjEqSmhS/bDPISnEjbf3Ujtt3H9KrTgLBFZoMwgoGXb1MnYs3Nn7BhVrgtM9QBwFL612b+mXssb98dTzorh1h9SNpqZt+xLruw/HSMgERMymHjjDLVAoxFbe2kl0EqglcDNScDRd20EzvFX7OCboPpB9epfF0UZuHMEJ5XR29xUOdyqaFC7WaWHjV1kKeVlztJYZPerUfaQ6GHr7g67ah6fmovVLZweOrKNQgNp4Ti8f3fcxxLTgS3DNC5cMQAa+rBoOJ0AT4IEpwRUiSps0UHhjnsUrSH3tEBJFlViPuZ9yviX2ibrVlFDI8hB2Wo1yKPWs6cDOf2xkCtgChyQH9vRN2EARn7/c0/Fxz98mGT8GOx/tl3k0Wt9fpKb0mQ2nTI1j7TMNUE6rjVQyAPcaqh1eL9WJjNLqex7o0ELrenWh2zyGXFpnlE+T/tuG9ZH24KKEizXcJL0yFreyNf6MTzwcOzfPsoyXSaLlliSS0YHsJfOuw37RcLNjZ0kOO3TQLTSzK38bgCOPNjntakSfwtp3qDHdvA6oQUa1xFQm91KoJVAK4F3koDKRYtCLxqnUTM5T69CzxfBNWXO4Kzu4M3eMdrhuZRhnh/dhcpJZ8LjbM99kq2wz7H19sWZqVR2AwzmkyNb4n5OMh3hzX+Quu8YH4sXLp9h+gEzfO9+FH0v0wpaKYAq1L+ChYMW1A4oRPwSMPmnTlB5ZOsqaP0fIF5VFfiursFfJu1L6Y19yJ1Jm96YKkX5zsxCSaeKVYE0QvYVKuFMtggPRVZaD1bjrt2TcRdTN8rCZahOFeR6CwqqhC1jOxlI894U+REOreVlDG6qYpYM6kKfN01K4Xi93s0UldbaqaG2mQ1BC09Gaylrs8lV+iLgKCBt7ReQcswpJuiWAVH+HvCgoTx9wKKx6vpcwRXWjg0h+0Ht2Rj9sA3jtyEIouga7fPsYOJm2WiBxm14eG2TrQRaCfziSEDFl2+86qJU4iYUhaQ1Ps3jRFQWDtyq22CqAZcEypEG+ckLs/E8B3i9+jY7XA6Oxhi7V7od9u7JLaz2GImt+B6M8OY/QoGexVlU8lJsYavQ4ZVp3poHqHcWsMEUA8ssVYg6Ky6vahfRr0H1gJJAY+kzoeIqngup9pMJKeRYVV+WfVoCnlX48tiAk+xr0hKjolSra1qwgJSipu0n0ynWqJJNmsKH9RXIUd7UBTeDHLrmXiF+ehKwyU2RTTbnTfZD3gu3md58Zc3S+MnsAqKyWDfhhrJX5hbSCjQ2FKRqwdA6yEmgwb3NuQy1QKD1OpWz/ipae8AiSZc7vWa1yk5AKJ/NZIw0FE+HVKiVUxGbcixdy6K39Kv8bm8eYhRmW6BxSx9a21grgVYCv4gSqAoo+6ZWIKiYVDb6L6h+HKxVHB2Uy1tnjsfl6em4744DuTGUKy32srMlHg0xAsjYunWcHSuH2LKblROUTdcMpj6WPMWU/SBWc5lmsVIM4DPRD7Bg403aKb4SaibL9Kq4ibtOQ6uEf4UXMuUtVacaTYWn9cFQoYnxJOIi6PC+hIzTGcurllWa6c+BeaJYP6BHuyqXolLpR7ahQlaZ4kCJFahHc0ZaePBMKZXiM0Kd+qZcJaTVwg4RyncXEQnKVzZtd51CytLvTL7mV4UwyqLUI0DIYP9tUVFxKbIgpZFJkZw3DcwyAzq3IM9y9NHD3px1sY5e+05eElmfxJaxChCGFh7bMQj+DHmbXxIZsTLzvDeYZh1JVOqraWv5lOE3URhpyjbFsrwMmp91+yzL7yc3dpPfylTWd+NfV3+aN16+pWwl0EqglcD/ryWgCnLIV0HU4KyFw7UWDN9Y3SEcXZOW8mVWMJxh+2s3fXJvC+nG2KL7vv074p69EyyVZAMqHD/dKtwB3pUProhwTwh1gssll1jaqaned2wBhb4X6gencHRJ9B/rBUhT0ak4JUpVUnRFKpdUb1mntOoQrQ/ybEilTqK39jEJq2YVtPBJUguqoFREKkjLZgWFRl8V5ZN6NXPgC1SSU0uZ52msZYVKrlihI3JGbakzu8RadCSNmnetkG1Dk9xxTb2bfGVOw/OVpZsWyaB1SO1f5UEJlA3HlA+pEGRtXlMI1mdKBUyWICDPhhI6mfIj/0XeAjTBYa1C2FbaLn1MuSE4m6w0VlvCO0mh0my+1jL12uRnZ4yTnvH1/DzrpCSuV0Zf9Mkp/hkUkOl3CC3QeAfhtFmtBFoJtBK4ngRUAGncJqLa0NeCNQUcuLUap09fiDOnT8cEW3nvxydh784Jpgl62V1zkp2+OdeDZZauoXDFQw9TIz0gBm0Ydax32aVTL54xktMPgA5pnRBJR0w2dFIRuOIkFSogpCgGFYX+GgUMeLdaaWsajWQ6fPeIhKgnVXxqTsvJRVEgJanW1rSVynZd4dpveUh+MlJ4cN4g/RESadiCStYPDfNR0WY7meZ0AvYXrEACnrQocF0LsmOx5s27bARmO91B0GOhhrjpQ+mPdKVP3SWMy0lWXjNSeVbaImclZo+bXjcdtkBDJ19ZjynUCELIjbp4fglEE3jYAVurZZBF1kCKbULjFiTWVEIBJQ11TeTa3UeTr6RYJ+6mla7er1OUWE0v1/I8rbn8jpKmqxnZTTFtrmbTfQs0NgmkvW0l0Erg50UCXSNesuzgeBOhVkNxo9evpRawraIcnApw18hZdqk8OzMTb3BmxgkODnM55Cgac+v4YFEDFB3Gl+Lu3XvybdCtsxMg2GpWy9V/xL1Nz/5UyFovVE3SA0VY4pkrQ/BtSD8I2k9LRu4dYRUoNhR2LqW1DO2srDjc19UYTQOkZzuUL34UtpO94jtZ4Rs1Aw9FnRdFWtWOtEXtFgVcIBep9JvdKGgNjSl2aOrw6uu5m3D5rp9TPa5MkUchGoDHdgo90w3Em4aNQUMO8iz+DaZIYQ8McmOwBvtZuas5ha76oEh5ZSjqvfJZOKnl5ZiUBExNqySYVltOvvKupCiFdCrlWehwmxyQtVYPssi05jtrIqHIo3CXMriS0euklFrXObsO+TWylXTyClBK2UOX92v8XqPgpuQWaGwSSHvbSqCVwM+LBOpgWvmtw329v8FrjpyoFjZ6MnrVWnxtS6VcVew6pXaDczMLnI/xZly8PM3GTR6A1schY4OxZ2KC1RV7Yif7QgxSPgNFB9wXY/NgndkNDRdjucGU5fhXW0xggi6tZuucPzcXa0dOk0hITJarksqyKrusFeWWCdJpHSGQ4F9ZJWFjWYk5JSQzptlwASOWNTlDKl/ys49NeS75Np9luAFcZAHLq2CzCQBM8mUtTZvWYVX1vrTQtFVoNucVEgGGwR6pGK8e0mpw1SzrbuqoSK+LrkykmFB5WM+8sq1C47NRSiVfUEH9ZOV9yrzkF2EUkFNaaMp7c2Xl6w1fM1ZlUQvX6zULXDUjV5rASvJNlcrdmvzIYf2Uwt5dvZ0WaBQJtd+tBFoJ/BxKQOVoKEP5+kBXUq/WoUrf5KW1gHgO+g6cDKWNks06UYiauUua76uW5wON1vABNqTywC535Hzz9LlY4ACxCQ4du//A/rjrzn1sr13UngOtFoMchutITVoGeWhCKvtKRDNuVJXvvMXsQbsoJvO5ymZ5u/ZtmQ8MpVWj4b9U2dQt2/aOXSm1vtiFrDIro+iaYpWGnlOH1eiUmM1xU5S730xt5D1v+GSaIm3Wx9Hv1eMxV0+YDk1Ol8DBejOADQWIbi3lqSMrkE36lnxRuCus3ymldwpceKAXAABAAElEQVTUWwFDF1kp08gj09+hlrWsQl9u1xKvqLV5sk2t0q3Trsfkaz1kev0iq9iMCtgwuZRD1uv4Y73w9WKyXeteo619N6M7vkbQpJeWpXH5dfW/0ck3q4Ufe+IzNyGva/WZUetu8rm0QAMhtKGVQCuBXxwJ1GGy9mh92Cs5ftdPjo8QeEy4vhDqt0JfKLQolHvUIREXcM7Mc1LnzFx0Fubi0B0ejc622FgonvzgB2J8dDjGsWSkbqAK7Ra4VJT7rKi27E3zyfSGW7KlUPlWTjLH0dyGyg3ftbz8Fc8Q9q1EA1SahnTtYn2EVODQ2F/v6Z8goMAJW02oIuFaC9Yo0NI51b4su3OoAcVjPwUuUutPUnjUp0B4hKKiveJUShb0uVzWmrFuuOG3p6mm1ca+pYISvFBf+jpkKz/Fl/2Sh8J7d8GGY5LWY935Ga9Ap2YkKfXdUHiHeq9TvpYs8Elp1zaVLrkm3UCopZK0uy9U0UCErlpqq11JGe1OJ84zzWeZaKKbt83l3vm+BRrvLJ82t5VAK4H3sQTq4No9PFZ2a966boEqFW1RN5bJcr6hoehY54GCczCVrqkFhexbfdmVW5UccZZdOt8+dRqPz8W4B6DB2V1x185tRR80laYnBHFVRfo+dA/8Vq5Spd6qQ6S70ZA8V2JuEoPwleZtvQglkP8krB2pBVAcCaikLwpZACFtspRfgi6tFvhR4KDqluN9nHXislP7rzOqVduu9/bSugQMZSWJbqHIExCRjGBtyRUcdNaJGi0mq6w66QNMrLgNOqtsxEdyKlaRplqVSHqHIBe1o8YJeeHLfnSHetuQlSwb60roiq4XtS4zuirwN5RpJpsuTa3LvFravJsJtYIi3bUKr1ddLWaT3XHv7WftR8atjLTsi/kSSUMkZcK10me2Ffq5udACjZuTW1uqlUArgdsuAUfHHCEbdVPiV2Urx8gmPy9FyZa3SNSiqzk4gyOVbzOmuixzlvQLnL3hmLtteCiGGJjHsF7s3TYek9u2JlBwXLZKZ1mMZJyotZXBm0sNTdsSNbk15yaupaU0BmiZAA2xELbUs6YkssH1upNXG1eZa73QldSDswAVgqpkqmz6Vaw8JmB9WJzLvvYBPDrQdTqLsbgwH5dYprt73wGOmOdQtcXFOHHiGMCBw9q2bo8t7AeiIpvH8rMCWBlCfviwYsywTuVj69ROXWWqhDycQcuT2cR3luj+KnxZi/xtDrkUde1JkKs8KihI4qb+wsrm4nnvb6P+PsrTMlnZWdaCfNLyYvuCtSaNuxKu14dKd72r9dZ212mBbNw0eU0sb9dJSqpFZTXlJJ8Nv8m/5QtZtpHt1HyeDwXzHB2QYHavUP/U3y3Q+KlF1hZoJdBK4P0hAUfQdU7KRlE1SRXhQKx+4Wq0ecs1Wt7JS7IlelgJYlVOIvSiKF0tcnFuLn745on4Dseo33fg7vj4g3fH2NBQ3DHJQWV8DL5zWl9uqmTEYHuOyipU03xNz+C1xtdTSuxmvumj1gIUh9YEzwvNY72zqiqYpr2m7/LVA1BS6VT5ZBxAleXhr5x4ioSgXWGn0QWmip795t8CHCbi4Ud/GVAxFOfPnooTx9+KI6/8OH7jk78Tu/fs4yyW+Xj1lZdpvS/27z8UW+5hCS/bpT//3Wfjhz94JX7j00/FnQfu4Pj1Pk5DnY/pqctsTMa+IcPsYJpWFpSgYAde6vN5Z6moEO2n143BNS1XhCqSKzKunXBlkZritX4qH5vrIV8L07sN+eyu7M+Vvb5GQ7Ahp0VOxt6B3010/kb8bZWJLsuWmvK/1Mafcpa81lcLNK4lmTa9lUArgfe3BMqYV8a+tUFvfRAtA7HvxzmRUV5o6VFahrNnDKOYIcQDOaCS5mFj51ii+vJbp+OlN47FzMJMfOS+w3H/3h0xwdHkZWMsa0ZR06Ybc/WhHB2KDXUlSDpLMiXhbpD6IWxistBKn7F3/5VgQcAhwLlKKMtcyUBDrLAEtnhVIBvutUT0Mn2h8pievhwv/Pj7gImR2LXnDk5+3U+d7s2xgpViSx7Brulm27ZtMYyFYt++O9kufTSWFmfSqvHLH/4Iiqk5Vp5t0pfZzfTQvYdi++Su2LlzR/SzEZlHpJ8+fjz+8i++APj4fNx/+L4Eem6bbjt5imqj0EpXqpToW5qNSF3rZ1XkG/tdn0d2ykrMtoPUL5jJ8t5fLaz5h5TnfDWS9bTy3K8GdtZpbiS2kf8NJRJo1HbWc/JsleyP/Sh9qT2qv/F1m0ytv9ZTr+v1bYw1+dRvE+V3JbCVqta1scQ73bVA452k0+a1Emgl8HMogTqIlrfAOizWQbh0qN7pM+DQWTbaevHY6fjit3/M4WY9cfDOvfEbDzwYdzJNMmqhRCQotqao5VgRS+HiQGl8BRqVpVYBfTt6ARkM1RRpCpXGN901iTdxsW+CGhXAWj8zsrE9q1bpSNiL9SaXmpK2tLQYly5fwrKwFeAwhvViIc6fORE7d7FiZghLA9UMDQ3Hk09+IkHCABYKkdoQy3XNn9g+kVMhq84z0VNBR9FG9LlXoLESu9ikbO+eyVgW4ABa9FnZs29v/IN/+PsAlgkWzBRfkOe+8a347reejbsObo/P/+4/LZYN2rcn3f0r9ZN4RagS6MpYS7LvTbqaM2XRRZetVJl1g5daqJv2xuLWVhW+JUpNmbqpgpJz7ZaukeNKI4PCWQsb6y898sl306wR30BESGo/+AXfbBWUb4HGDYi6JWkl0ErgfSgBR0AHv2ZsVZ2XOfvCa4EZ0jhYFo+JWiRfEknN3SlJnEUJ/tmXvxFHARpPPvZY3A/ImBwfjSF27hzMARbllAeOFGuAng221efyP4dxGmPiouGFtvJtmfrNToqSZbwkbR61G0IJrhLSUsIUjA6ZxWpC664CsTYUjemrKHUVSm8fm3jlnhX2mT/y3KuiHwcJgZA+EgP9g/Hj51+I73zrG7G0cDp+9x//N1gkRmP7th1MhfwD6nBTMKZY3ACM+keZ3rD2PGk0Wc2aAQ+F2UzyK+UhTwUAOQXCTAjt2u8GbpE9ggftaK7YkRByKnrssYfi3rvvBKBAR6FV/DqOHTsas7MzMTG5M3bt2pOPV0fVUhsXeFvVmdUUgWDKneTm4btdu0nemu20mLLpARUmN6mkC7/W+TMP9QegFcWO2ldi8mT79Xdou8U12NzuINMWK+mlW8T9V5KS7cJ5wz+V1qxa0033TPnyTP19GRrx0jbpzSfTrtNACzTqk2ivrQRaCfzcSsCBtXwc8Vw/4vhbh1uuvsWiaVRKWhocNpMecmn97NoxER/70Adj59goJ6X28hYGPIEwx9D8KlrVcsaKMx4RKGwr7+tITGoZms1fD1nN+m3hK5VQd+KV8TRdM9jbkmDBNjs4qS6pkPOuqCCniRaxUvS7kkOQwGuoZRcXFuLFl78bx4+/Fr/6id9ie9KxuPueu/Cl2JczCUMjozh4LlGaGpgiSukoswZJZF+sy9aor0iPS1dwLr+AIHvJR7IaqKvcNnlaepY4Kp0/eXa1yhYPkRtmlQt90oejH8vL5csX8Pv4QdyBz8fo6GiMjgzjP2O/BFlao1jcu1wcYN1lNYEYNeYBZtTdx3O0RflP3w/azd8FCbmfSOXPa0Un3WnvOt70eq1uuVGE9hwgx7X8epRdt8CSKuXjlFKROTzTxyLBfCLZfx/TumyzehIaOTe3N3sR9Plzy9/fzVZCuRZovAvhtUVbCbQSuJ0SYIRtBmfVvEN2DZnsYOsInCMxShqzv8O7g/X03Hzu4OlAum14mF07++ITjz4EeqigwZqgpQ5rJZmmGC65NiquAAkzbYO3PqMZmkjxDNmY1tytX24AZJQ6qR/F62FrOejThhaH/jVFirIlzZUnTgJNX5qCjuPXcV4dxHlzdXkxZmcuxb69d8Ugm4z1kuc0SH//SJ6qKgwo0pF5lVhRZIXRFCKVV6VY8hAjwTx484aoKxSSkTVpmG9SAUIZJ0m/j3paq/t/rLINeV150scBJ71YXzpYI+5j6ure+w8jfywsbo4G8Pnh974RZ04di49/8nNM34ySp+xp33/WDe8DOvcKLFHSZSMw9uyQBfotwNCSJeDILjTf2YFkcP2r4X49YVOsWpc2JZdbChewq3Rpy99jyqG0ysMiv5GL58HwV3gonLk/ijW4p4hTcIVNqHgONaQj8Np9U2+W6pI39+slaskbvVpSfpRZ92/iRssXuhZo/HTyaqlbCbQS+HmSgGOvgzSDZQ73jJvqxOd/8kpcYLvwie3j8csP3h9bBnmLVzExmOoQWjaWSs1EARdioujsN2NtDud8WY8zBTmkd4/k3XHLWKCM195dGVIBXZm8nsJAT/kV3txVtC7DNaG+kcuHDqkChaXVhcz74t9+IX0qDj/wKM6YD8QQloAnPvprWWVRGFSI0jWuPcDSnjJSbEEkpPJqOiL/drx+5z0kystEv5o0D3KzOxmUYxOtSjYVL+lFwSrvQuEmXVaUf9TrChgL60i73Kclx+yi7PbdeVecOvkmq1zmYhin1cXFhbTGLHYWWBkzjhVjIJZYMpsPiDqyTSpYwY9EmQkOciMxG8jm86vhVNkSbfqgbFWyzVPmWuMSyb9Pv6bVK0kZpFm3gpUS0BghFJCy3ue6sZltFwlJyK+uAUfS2xf5SWDFVYqGVWLNXdZfbG4klpBElb/uqxm1hu700q98bvlAs9KmhSI/ZVNL1maudW2BxrUk06a3Emgl8L6XQBn+HPAcmhn2moS8NKOgcT30a5pD8MEDd8Yh0raggN0DIjeOIl0FyPt+028Hch09rairbqN5Wwd8868STG74ydzuuKN0DV3RmrTx6hQAPeSNPlbn4aRUnPtc0MDFi5fi6NG3YmFmHIvFtlS8Dz/6WGwb34GT5zhvxKht/Df0S6jKd5lll6nk4amHt+kVls9gHKF+lc06o8YSC1B0LTWBQlNX5suPhZFxD5YJJJaFLIiMDRlF6WYdJhMrS3OxXhRtnnTlyzyI/AcAsXadSHUTECzs3LknPvH3fjsGB/Qb6cT5C6fi7Onj8drrz8fHPvZZHFn3pgXAet1aXZ8O/VRWtZRQmc6zy6tLKYvu30y2jaycbJFmLdiF9AvhWuMylYzxa6pp9VoL0t7yCu2Qnu0IeBWvgR9Q2VrcTlFRI6fsdHYcKSYL8pMQF5n4eyyy8ZnZXJGRhH5kqIRkn75sCJW/7msj56TrTre/3OezhMXcLn5DZettbUi+xk0LNK4hmDa5lUArgfe7BBzs/FSQ4SheBsBuPwyH23kUzckTp2JsdCR2sIpk7/ZtOfg7r+8Y7UqMdKg0Dn1qRi+kG1SMTdVr1wJuTBfElHaTuNJnme707nilvJGrPgdYK3COFCzoqNnv9AfIYGZ2Ni6fORa9nfMxd/dBgMYj0TPQE4cO3QtbKDP6rQ/DAM6XHaZPBFJ92Vf4FkLBkmb5pZjnVl8Je2+eQbXmN0RNUrkwLWFXUFI9PXiypIxIoKz1My9DvJQpb+2oWeouZf2mHNMizGURN+hgy1NCMRZrC1nSaM1oFGHyJUog6MvgGTOpeHnkrlyxT1o25uZn2bujLzcSm2IH121sHDYMmFRugi1MJFmHZX1bLzxlkjU3efArQOEu84vGL0T+xAxrmcQzjYSalwQl3SmgBBn2iP7mip/MUqq2gwx0TJWX0nyTKziyIqZ8+Ai8ypRPAV55Fo11AsAaQmjzl8u1VlSv1kOo/ah81mvJXee/pnPVYKN9qXzk+eZCfdI3V7ot1UqglUArgXcpAcfs7gFs8/21qy9DeJaug6ijPUrOIVGAwftknGfjred+8EIssaHUEw8z30+aLoHCg9wenNF0WSWGsipvbqUO661DKyqbWzkztfwV50HSKKqSKKopSUzis94T76Uoodw1NzdwsVypfXZ2Lr70d1/K5ahaaQaxxuyY2B8f/MDdLMfdmcCiFw0l0Ep9T7m0WKCoqqWho2kgQUKpteNbt7zZh9R2lT+uKPsegI1Kv3zYd2NpGaWOIyqfuTlOq8XRdIG9OBbYkr2z1GEag/ZLE+g2AYTunqUerQz9KPvBwT7AT3/uxTHMipYhlsoODvWTPowzKmpJLcu//KKOXMJLpUrefTic4tFp1G3O+1kZNA5wPDz6SwVEAcjmZ6bjxz/4Shy691H2+jgYo1u2JvBSsad/iFXLm/3Ob0FS6XemlOQmPxmB0l+ONOt0StXeCbaKgyq800eXN7PPem52NrsAjOM3ODN/id/gAsBvBRlii8H5VktSWfaLtYLfsMDMqbE+ZOS278pqeBA58dHfZojPyIgffGtoY4Vnp50jQZoxZFTAmjw3v9783UpDUhEqPNe+mEagS2K6OtVjzOB/q+X8TQhK/UVbZ+l/kUOVm4Vrehbd8NUCjQ3iaG9aCbQSuHUSyJEth64ylNtyMzgSq8NWoTKvpOQ3iUX1ZhHHdhL4ykERTwGil1iVcfLSpXj2+RdT6T5+792xZ/t2XmqxCOgTkBWX2h12jaWCWAMt3cNxtgpFV7DRpr2S63epT6r1AZnUJtk30+TVfAdu7tMxUQYMpSOZblVaLfpoY4WrWYv06RTnrGwd34aSZT8LPBy3b9vCPhUTvL0PoRkWABkqU2AFBfxz8sfpg8IdlaJgV7WMUK9nu6zgiJmOllo0+kah88xZXErZbOvyhUtx7uyZOHfuXFw4dzbOn8MfAjDRg99EH3XoD9HfNxK9OJz2oyDzDR4nVRW6lhJ9XTwB1O7nFIagQRTClMeSvhVubU77K/iWLC3BM/MJo6w+2bZjC5aKydixZ2eM07+tW8dQrgPIo/CbUxJCRZUofXVqaQDLhfFV/DPGx8fj7nsPIxPkBF0HZe9heN/73rPxyMOPxI7JrTiHCjRUvUUyWZW89QyQIs+ubvGjDH1OfNMn87XGpHMu8Xk2eDt/di7OnrocFy644+lcXLo4y7LcRUAEEAvZ9CgnnW9ZepzLktMihax9Rjx7LTZ1KknZ+9tOaxTP291ZlzuX2ard+BIyW4SfTu5Zsn1iC0BzKzIa4zMSkztYMcWhfn29/A78LeTyXnln6ml5AR7sG30ALAoiuckgrksLmD3lJkGMv49EGv5OBYw892bDNH+zLnvN0DwDCMp9rbS589ICjS5htNFWAq0EbqEEHJcYq+rw1N1yM4R1J2W80ppflEFJKd+kWh+faQbj54++GacBGoKOxw4ciEN7dsUYSze5zYE8LRQM9IyiOeDbgHnc+J03TazcZGKTUePrpE3KeomSUO8bDlUsfArAqGm1suZKsiwsodBffOkFHBzHcifOPpTUEPwfPvxA7NixA6V2Ft4FEP6hKVBIqyiiVRS+bp097hdhOoqgnOVCmilOY9BG+jHy1dMDQOHte2ZmCX+H03Hu9CVWqPgWvpDnmUi4suzbM5t6De6I3mH2FhnigwPt0PAoKz9GUsm7N8cAloneVKIoWABHmYqhTXiRB5fcOpXTweqwBMhYYKpjiTNTFjgPZW5Wy4jOrqu0j1WClUFnzryJUFghgwVEBTq+YzhUrjsntsUIJ+WmVUIAQIfSeqIZh399TB/t3XdnDPapdLF+kLgIDxcvXcan5UJMbt+SCl6J65OjFPP0W76tJ5Ux8dShWrsSWAzB/0BMzyzG5akp6ppCXjNx8fI801rDUI/A8zD9HOGzK3qQzzCbnY0Mb4lhwNMQ98qsj+mUfiw3A/KGNUaQZBMVzNgBLTgdAExajliurHyU0+IissIJdm5+Bsdf/HOmVllBxfTKSaaMei8DGOdibHgFP5Xh2MFBf9u3sRcMz8Q2E0gA6vLnzX8SHYDLj4DGqUvAk/umIMO0rpifwIJfDTKVwxKgr8H0zKuRrrxKw7UFGl3CaKOtBFoJ3B4JdA9P3fFubupQZpo0vvXlN6NgHitOopMAlwAZz/3kpTjF27jm5icfOBz3sv31FgdbzdPQrDCylxjfJJjmJ8NapCbU6zUzrlHsnelrraUnQoDu0IOynYmXABoHDh7MA8nGtwzibzDCxlaP8bY8l0CjvGnSHwEG4CJXa6DIUzIqTJ0pUcQ6hKaeWPGNmpNYcapcmO3E7PQcwOJcHHvzPIefLeaLbmfJt1V9CwZy2/GJ7btjSzqWbo+xrZMoTKwXTNn0A3oG+GgNUbG7UZjnmOQHoarYSq+UNQE+bFe/Cw9ZEyQ4bbDkGzrWE6/uAbK4MBtTl87HDNuhXwJMTU1fjDksBDNnZuPc8Yu0xSQGu45uYTfTvfsnYw9Wj2GmE4YAI6v6flDvCk6pgyModNoKHD+1pgyN9LFc9l5+E7pFrFL/XJw6fg7rw3zsBITuxpHWaYtl8uS3gA1Pr+2PS5eW4s2jZ+PMaSwjKPf5Ti/goh9+J6lsKMbGJ2Pb9l0xwe9sdGQr1oatAKEx2gKEMRU0NFimQwYAFvpp9AJccnmya2558Cmh1OZFmYOJeKZ8lBcy6vBMBZ7LADFX1ORUFUBseuoiwOdyzCGrWeR06dyZOLNwKU4cWwTUuBfJZfySIiYnOaNn/zYsHgCcQa0ZWCf8XdDT8oyAYiYrL/6P6A/Co0y5ORWWTJanmNbBJupT3RSK5DYltkBjs0Da+1YCrQRulQQ2q1YHuo1pDsI1OIQZVAOazBkO883cQbCSLRI5cupkvPr28biblSV38OZ/366dMZr+F6W0hZxvzxUJlPQ9/1YF37zTXI4irnEVCdo5fR10aDR/HCWqktm7dy/Wi528lfKmnHwHCmQI34hZui3f9AWlwCWVQ/aD+tLJFWXiag3zUXNOtscyIMKTVy+cnUKJ83bP59TJC/H265dy3n//nbvjENafLVu28eEEVlatDGO16BtgrxGWkg7w6W3AhQrTfT3QnDq9JLBQgerToVm+W6o1nnpMntWkajb41lcBRlOpae1Y4o19dcc23uAFHVpVsG7MzqPgp+LM2ZNx7MTRePvEq+yzcYbt0i/E+QPTTK2MxiSWjq3bhgEdbJ2Ob0OeSAvAUM4wmXI7dOgO5p/myAdoLazGyZOXEmz09I7Ezh0cAsd00BT+FEuCFawXS/OrALqFOHlsIV47MhXnTvLLGdgW4xN3xOSugxwSd3dMsNHb8BamRgATQwDBgcZyofVCHwvFgahQ3EBBgZgWDGSWVwXDJx8lMDGF5rN0uilNTooIV1lP5vX5gaN0alV8WoXm8PlYnGerd31mkNf8DFM2bCl/6jTWvBNvA4zeBGzMYNlYZmVOf9xxYAgwxN4xE/jIADhgC9DD70PQQZ/z3B6nS5QZ01Tps5M/L77eRWgtGu9CeG3RVgKtBN6FBBrt42CnwslQr95U7VRymm8JHPQawhyhG0IuTPPHa0ePsjcGGz1xnsY4ZuMRpwcYqFUiOXjToKsc0jeC8ldtZkOb7/6mKDsVilMXDOq2m7wznqN0PHPktdeOxOtvvM7S24Pxgcc+gDIYj49+9KlUNB3f/FEk8ipQSGuMb57UJc7wDTTfT9FV6LbchEsnT5WZZv/Fxd6Ym1mJ8ydOxok3TsTxV49zvxCDgIi9Bw/HZ5/+rZiYmMTsjrMm1gkPP9Ni0e/rPw6L/byZ9wN2tFa4Eqfw3zwiQJ+G+Dz1lb7kbpz2relf+gLU5wXPfYIKnkEHh0idF51eyekK6N0NtAfLE5uUx1DPIHtojMTqEM9tjLf67Z24c/eBePj+x2KhMxenz55AXi/Gi19/DcvCbGyZ7IuDhw7EwXs4xG3PGNMVTOP0IDOsGz3YupwFwKeSPgwBuDpsjro1Hnzskbjn8FI6WboqRCvFd394JM4yK7W4uBUrwWAcfwtQt7wrHnro83HvA4AwT5zVUjGIxWKAg+awpLARK/JhozD2q09QIbigP8qpNwEG6T6XBBiIRmtPIyK767SFkFf9njqe+7RoKCsAhj95JIxsKITwBB2BxWl4AD6oCEwUKzyq0ZFVQNcSYOLhuPueOWQ8F9OXz2G1eitee/ml+ObXXoq9dw3E3YfHY//BUXxZeqCPGIPvQYGfv6IEZsX6VDeJ05oCJ+TfXPCJtqGVQCuBVgK3VALdQ1ZOA3e3zliaoSGqtw7UQgzGYIZc37ZcNwIR/0zXGDLKoPv5X/lVdoZEaUlLHn6LfFGCAdS33AHetjMtTdVlAIfiPQ2CiW6wYWPl1FTfbHszfuIEivPV1+PRRx5JWld59PPm3eH1VRkUpVV6n91WPnnbSEhlRL9zWsIygIIVTPzzvLmfOzcdr758LL73te/E8MK2+NAHPxT7P3wwtkygNEdQyihMKxtE42mRKP4VmPdxZkR4iA/lxvSGkpff5Ad5SpvnojSWDdskEcXpm7vMrQfZ1QcgNX5HIIOCpE7PNUHH62uIFcGHhUUCXnQSBY7QbwCVU0BUh07n0x9jK8MxumN33MVn9tEnYmr2crx+9Eh87xvfiRe/dzR+6aNsVHb//tg6gQMmloZU+vCr8laOrliRj6ExrBBMSaHP2RK9P04c78QPv78QP/7xPDLYHnfufyQeeuTx2LP77pwS6WOZsMBAR9heER39prv0VY5pi6t8phWDqz/OlJdpOtBSJmkbGmm9tw4RBv98tHwBruDVVSkrZFqfq1Xyt8CP2uW8OtoulEeSoMWySo+GAD1byGdlCrwODOyN7eMPxsGDH48L0+fjlZe/FX/xhS/F7n1HASPjAKjJuPsu/F0EmSvs0+LD5TnlShqfdIJBGrKBmwz+X2xDK4FWAq0EbrkEHBQZPzcGxjUBg2Pd1YLjcSHwrRrljYaYwbx+BqfPbaw02O55GIyU/TniNjXQSI6RKAd9OQQbvhjWgb0clnYFJ03hn82l24oh4JhiGuB73/teHDp0iPNG9jOnvyU+9alPx6f5aJsob/r2VkblzSkQ9tJgFYL9VqX4VqwCpSPkUSqnIkjHKbSnn7f25UFWQ0zHm0fejOefez6mzg/Gx5/6NFNKD+IUO1aq5m17kDp6PVuE6ZEeNsGyPd/ufTXPSResQmpD965AayW4EIj0oGQFGT2uZBBYqE1wcJS2WFKKTFXs8q5PQNaL4lrGLN+rpcmeMBXQR+Fl6fj0M+WjtakPh1OnTpZX6Q919gucUPRL84APLFSDA0O5mmSMaY8RV6rcPxEP3vNL8ZMXn49n/+Rr8cb9r8Xhx+/lDX5XbN+OhWSAk2MDfxD0patjVtj8TKY7bC1/8XJPvPzjS/HVvz7OjiIPxZNPPIXPxn2xZYyD3GKMtmkLXSso6OXtv8dpBaTDBiaZ2AfC6AMUeg5Nggw61u/zEZBQZoA8ZSLY8F6gonWiAhIfqc/ToDoXdIm5TJF+WVOd/5AL2CN9YqRhdiaYDcuQtJRwQsTf+yp9Q8T5cXOwlZ6t+IpMxKMf2Bf3P/SRePmlr8eRF1+Kl354NB5/Yiwef3wXvhx9Mdzvrqq2RX/4TeVOuaX5bIfoTx1aoPFTi6wt0EqglcB7IgEGNwdRBzLGxTQ1204d2BxIGS1J4AMBOimXe548fz6++5OfxAceejDGARpucNSMlJZgoC2Ds9YNlZ71pI8AdN4nrYTvYcgpDpWt7fM5c+ZMPPPMM/H000/jzLgHhQSocGCHh/KWW0BU6YfAI7NROm76VF5jBSNlNQcKmj/V9gJ1qESXceb8yQtvx4vf/lFcOHoiHjrwcDz2q0+myT/3XmC77j7mEdLqwEZefUyL9Oi3wBTOPBpOX4MRnBh7+cjvKorUJbEqSE1FLFwpijHftnkYgg54823aT06jNH3lkkElrPJyKmAVXxS3VHeFiitRfB4CAHqJDOhsPytTNNf382ZtMpW4n4M89DCd4/LOwFrD0pryW4FKPT3IEqMP3fdoHL7j7nj2W1+L5/7jd+IOLBuPfPhwHLx7Gzxi1eIvWOrZy2qbhfneOH5mLr7xjXPx1f8U8cFHfy8ePfBBppS2A0YBa4vF8qLmB2MhI4AcLeoDo89Fb7Dlu8JgpQm9ZlUO/AFCChCBN2QiKHNlSR99cYkrmAy5CqioT3FZLz1axudCq5u/0D72FOllpY+AbAkfjPxFWxd/zCQFSWkYgpS6+X1QD0W5IQEQ5jLhDNxKI+BIQfHwlpfZLTaG4vADe+LQwcs4jr4UX/nrfxfHjr4WT//WIfyCBnj2cOHSWOj7rJyHY1U24t9PG1qg8dNKrKVvJdBK4F1LwEEL1ZX1+BYrdlDJ5oDK1fwyoJGSgxtpjsoNQeINaHyj371te/zGE0/kKgSSCo1X8jJQ3jdHGzBJZZcK0cqsz8Yb0lJg43e+jde6NmblXdZHLBWydTfxjPAlyHjrrbdyesQNlw4dOoQZ+2D84R/+YZJY3vdjmbMZrRNZS/Kl4tJ6g/ICgfhWrAldxi3nG7PAxFUVi6484do3tDVeffGt+MZffiVGV7bEhx/59bj/rvuw8kCPRcSllegrFB1l7TjtrKBQjsLjq28dx+zOKapjW3BynIx9Bw9w3YH+Yi8KyqjNBTLa5AUpbouuz0amsZpFoDjFZlmLgIQdE9sTsNjJnKVCDprhF1iaeQqHXZXvvr37mMZCyfahlC3sc6Kvy+7zAF/+5SPijb6BYXnvpmPqVHcB1ZlWWQhWciUFFpJRVsX8ylO/Fs8feT6OvPnD+Orp1+JTv/OZ2LWfjbv68HER7CwPxZtvzMc3vj0V3//uSDz55D+JyfGHkQurT1aHEjgIWsEBGe91ioe4/e7FktFhb4tz547G6dNn4qNP/Bppo4AFjT5Yf2BOIJJzd4CbtGI4bSI4QY7mW5lWELoAT6vxvR98nyXGszil7owHOExugB/tZSx1zz33baY+diKrAyxzZlM22kB0OU2zzOqbs+cuIDZADgfMDQhE6bvGLfBH/rRdRSPu8MyYPoAQGJOFOICozhA0Y7F393hs+ZXJ+O5zfxx//icvxT/8xw/x7ABWTtEgV91B8vn5eySU74ze8JePtQ2tBFoJtBK4tRLIwau8JalffEdXoTggpa7hzndP31yLgoHGQY9Mxsl468JcnGevB18JJ9lnYh8ebVupAH84FC8VOho2H1VV+gFgCVClCghKJopSLe3tdYIe/qnM4KGGaqXwfnNeTfM6PT0d3/zmN+PFF1/MKRPTXBZqsA6DDpGFrxrnnn4oBaeHlE4BIeVqmVyKiZLN48+RUz/aRWV4/vR0PPMnfxV7t+6PDz30eNyz91D0uIQUnwfbES/0065Lfb3jPTtewoH2j//kT2OV5Zc79u5mRcdyvPTCC/HMX/1HjqJHzmjDS0z3TLPahfdu7Qn4BzAFxP0UTqpnUYirWD/Os+Lha1/7WvzZF/403jp5EqWHIyrA6diZUzGHtcQ9Plbp+zKKdhnta/l5+DrL3haXAShLgIVF+HIaRTBxnnpnWMrrKhAV5gwrQhZ5FrOUW4IuNw+jT1qEnIpA/ZcfkPtFLE3Hw3cfiscf/kiM9++P//ff/C3OnmMoavaV6B+Nl35yOr76pfNx5Ed74+GH/mum3j6CzHfzc+BX5GNRUbt/CFaSXA2FlWgQRV72J1lmNcrJ+Is//+N45u/+JI689kOsFKz+wPl0aXke/mbg/WIuS9WvZGmZPUNY7XKZJaiXWZI6vzibzqP6qVAlUz+98ad/+u/iX/3Lfxn/9v/+tzxt+AcpvPn26/Ev/sUfxh/98R/F28dexdl0MaaQ8fTU/8fee0bpeVwHmrfRAY1GAw00EpEbORGgmElREilSwbJkyR6vw3jmnLHP8ZyxPTv7a8+Z/7P+tbN7zp7547Nnx+P12F6vo2SFlRWpQJEUcwCIROScc+y0z3Prq+4PTQBMEkWCXd3v975vvRVvVd1769atW2cQMmDr5PK5+OHj34EZeQLlWA6aGzzLtt3jbF0+l7AhIdLhxyWeNtsR3ROWphQ8Oc6COsVgD0sq6+Oue/8gdu3si29/+3XKyRIVfWAQxWP2HWfftI/rvNURVN/zw01+xiUaNwHO+KdxCIxD4OcIAfEWGEuk1XgsTEa+FCZEMbUOmpKzZVbV48BpCOnjT8VnPvEga9STk7lw9mZCRpVpKbyGbyLUTDB/DWR+jRefSgHK03V/ZQByiaHxtTIVlTGoCFimIWf5YOIL2MA4A5GcO3dubht99NFH896NLkZ1zsRNw/g1rfrtrdyTSXHqKkEEQBNgCCbCtW178ZVoH5gec3oXx5TOHqT+GLyCgdA6ZQx3IgGAysA4uANCpULL8eorr0T37Gnx0Y9/Ar2Ebvwg5pyjcvrUaeyADcQPnvhWHDx8iBNvz8Yd99zHGv9apBVd8Vd/+ZcxZ958bDlcjJX49SDFePnVTbFj1+soYy6Pqb298Rd//mdY+8RAFnVdv/72WLZsaZwgXQ+0e+rJJ2PPjh3oBSA7oJy9KKd+9jOfjovA7tvf+FqcZFnMbcjrbt8Q8+YtjOee+kmcOHAw5s+bGw/c9wAEciLnzLl8gVQDQCgxgIWB3YDpcr0Ai6CzuqfHhTnzY/O+zexS2Rsrl8wieGts3rofg1vzYnrv7TGtezn0tBPib28xJfVGkEoAsqJvUlrEJYk2dDS00Hr6LEwSCqSfeOjh+NFPfhB337c2duzYH9s4Gfjw4QMxbeaUND3+W7/1K0iLdqKT8xwMBbZHUE7txMrpY5/6JMbXlo5IO3qxVjq9tzt3rhzHHkbv9BkwGjvj7ntXYeejK46cOBhP/fRqbNm8l22tQ5zZ0xvzFsyJbZtfY6mHHULooMzqnRPf/KcnY/Xqe2L97ffQ56bCiNrnYZAoOytNjAclZsAKBk1Jh4KKgeF2JFNT4457PxtP//h/jYc+jqJwF5CAOc/+LrOZjEaOnrfSPa8JU0bxNV7jL+MQGIfAOATeAwhAeMB46UREorCyta4wBiLGFGFAMJx7XyX8fgjaX3/r27F46SLE3Nh2YEYoj5FS3UZyotFCdhrJS8y5QK2ZzptyFlmi0Z/KSDQzBGMZhCJOL+j09ddfjz/+4z+OF154IRNReqEexhSkLpWhMK3mOKO5vf0niUaamIYYCMOTB4+yXZFlC5gwTV6rOzAIwe1o1ZKmSpfaumCOKUwAtXoeB48cjA0sP+VhXUgokOjHDMy1r0Hv5dJ5ljoOHYrb2anyy1/8NYjpTgyJbUlJjQzKPQ88EHfed2/s3bsb+A7HgsVsQYUx6Otbwo6Xy/HIo4/Fw489mjYftm7bHlu3bMMeBoaljh2Pza+9hjn1qfEgDM584h07fjS2bt0WO7a/nvD5wq/9eixZvgoJwGDsgEnYe+BIdE7rjZUb7oQpmJTAUvKTF/V0RWJY3Q8kJ7aG6iyt6CxMgqGaMXtGHDp0EF82u7JdYwDJRsuEHuAyDZ8uGBMh5WelDMZmCce1EM2Qu4wA0wFthvgOIT3Agio2SB544MFYvW5NHD1xGCbsUBw7sQ9jXmcxnT41PvrRu2Ja76TYum1zHDiwN06dOQbTsD4+8fCDbCWemjo6qMJkmvB8QG6AJZOlsW7dKnRGnkhDXC+//GLc/8Bd2OyYGnv37YoXX3qOCFfi4YfvYdfIFJRcu2L+gmkwb3PQreiBwdmLobrDceddK2LyZBVe6RvAoAVmQ+lVCwxWi/VUk7SMHD7mf0qFJk2aTb3UXSEScVtZxmplWWuwH/sulNBSvhM3LtF4J1AbjzMOgXEIvDsIiNEba77Mr33J34L8fATzOuPC24kUZiDiCGdI/OP3vhdrVi3ncLRl0Y3CHEYiWUcuiNI0ZCWwe1kIRqYo5SkEhCQahMQHIo24JC8jb2MfKnNQ736vTEeVYlQ/7/PmzYvf+73fQ4O/NxmL5jDN4XzWNadbfN74a2mbS5whIALFVxIA0wC1uoJuRDtLSXGUOgE8T00tuh3Akll/i0aaVKB06QSZ/TCw8UyUbg4lO3oM6QH+ZUmGZYvjp+LYSc43OXUKwjgrli9bHjOR0HwPJdYz+Hmo2pzZs+Puu+9C5L4j9uzaGV2dnXm+iEqNHlF/BWnD9777PZQg2/LMlM6JnA3C4Xba6fBEWpVGly9fEUuW9lHeAZYEzqOceSR2wIwc2r8vTnNeyDGWYBYv7uN4+JnRAcG84/b1MQ/djoHz57Ju5pVKlBBGGajsWuprqAyBUqmMZ7/LDJfOsEUVM5nAwV0kxtFYmEsJwtEt0dLfCW68wQEWiK+xdcAJcKtI28YyxP4De+LJp38C03E5nnk+MCB2MDYhWWhnSWb2bCyETpsey1csS2bh1Y0vYja9C+ZrRayAkejGVOc5tplu2fYay0JXMYgGw0Neg9R/3vzb6D9z4+///isclHcHSzwTondmLwqbx6Kvrw/YzoqfPvVq/Pmf/U2sXrOCsLdxYBznnEydHlMm96KncTVWL18fs+YsigtnHQf2etMG1ow331xATL0onqyXCtb2Z/V7Wthz00Gd2tRjYVeOEpyWIc24M6oI807dOKPxTiE3Hm8cAuMQ+BlCQCQGJpdK+ANSFLEr/dY81b6Tp+K7z7wUiyF0n1iPiF6zzkRJNGpUo+RNkourIg6fGy7960sJxZuxbu4kvjID3nU+K43QSTS///3v5wz/i1/8YixZsgSLmt2xYsWKDFeZCHU8qgSjpuO7z97fvBSZ3Rt+nAUbV3I4SFrqSawCPl974XtxevqcmAZh7WybDMHC+BVTWw/o6iBMKjY6u0V04Umqa9ZuiJ888eO4m7sSmNPHT2Byew8WJo/E3Q99NF59dSMSicvJdGildDJLITIPgAICDTGiEN6zJhCsYRieC2fPxZe/8uX42Mc+nmezfOWf/gm9AWfKMoTY7JDZYLlkIsqLbm+1IjJDbWxbXbB8aXT2TI3HPvnJOLx3fypkXmUppxOFyi7ybXemTuZKL2xXmdWUWOVylEtEJIb+zlWYqnODF+PUBfQjTg7GiiWL0D24ACEdhlnpiuOcEXL21A6shB6MjskLiccSguWAUVGs4/JCbiHGj9UHYDchdwypI9K3ZEE88ujdGAabgBRmU7z4wpbYsGEddRxCx+F8nt1ykGWeLsQWmkc/xcF0F5I5GuL5NEtTlzkHBeujKK+6nNIPbNpoJxnUaUht/uy//UU89LGHsnYDAyfz/JfpSPE+8cjHgd3E+D//5C9i/bq18GdAfRCmEYtdra091O0Cz0CF+qvzkkIZyp+H21kPxxbw1zaJ/WZYxtND2IbPxrbXfhp33dPLkgvthL6Jh9QLExkVe3zChh+TeTtunNF4O9AaDzsOgXEI/GwgkAivJCVP4KtkXBTWCneh/pq48qr6A3sPxMt7DnBw16R4eO2amA6hnASyc/vdsESamahzN53iYeNegwlNn6uwCYU5SYGG4YxnVK8buMoQyDR41V0OySBQDpdFNBWe21QtD35+01VGQqKsf41b32u4G2R9U+8CM5iHfJBkUD5m7nMW9ETf+klIGF6g3pdi5eJ1zNo5QRRmp7UNU+ZotbSwq8J1ezm5iWgGrl/SF6cPHYiv/PV/h+BOSYLSg77EQ488GrOR0AyzxPHlf/iHOHjgUKy/5262ivaxVbaD2TlmJamXKw1t1Ll7MtYyYRzOnD4TG1/eGEv7lsX3vvM9dgR1Y2UTBUWWUvbsaovFfYshhsPoabBTAsbG2bb6Il0wMT0wavMXzI+tr2yMf/ir/wcFgv74yIYNcdusWYSxlogd2DrR7u4Uqai9JtsQyQaMiu3cTp0ucgDZOfrPa7u2xf5j2+KhR9cw8zfsFfK+GGvXTYMhOMtyxDOx7+i0WLLos0jJ5mUb5zZeEh1AETTbkw6jXMzdPzu376dhO5Ac3B6zpy2OiV0sxSyOOLSXE26RCh09dBxF0TPs/Nkcp8+fit/87V+J3XteZ8loT/y3P/1rzj/hTBhg9qUv/RqMKkwrfYrdvjAk05GIdMPETYv77r0//vz//tv49//hvtj86vaYNNHttp1x7MixePnlzWlOfe68Oeh8dLEraHYcPnYGZd0t9MEF0d45CUVa+zz9kCUktxW7hGQ3UfG6uMYD9Wlxx8/QeZifLejLfCt+/49WII26lDtOLKeMSGH3TeGdOZbkSGncjUNgHALjEHgvISDW8QLfyVDkzCq9IFr4pyIfxOvVXQdi2+GjmlmKe9atjLlTMToE4mSORVyRYGEykshKCPgbYTRGkGpBuqOMhgS5kT83y0BKSWB8HetEkVUycRzb1Hv37k3DWffff38SoWJEq0g5KjNS06jxZDiav1W06z0ZFiJYJH9LLYqHa+wD7KAop51ytgUHaXmg2jl2HezYsSW+/rf/O+e5RDxwz4qYOc2ZvJCcwBLEUDz5nefj9MHz0ds5Kz6y5u6Y3jOLZQFYMY42b2MrpltS3R7a4nbMTtblYUTOwrxxKDlMRFceDNbpwWAQrssoP17iNFcPUJuCwmcn1kSVQlziALQZs3qBQ2HAZAYHaJ9+0tKgl2bM3XVjHVWuLJY/0ZlgC60E8DI7Wdw62w6ToaXUq0hNbFG/nTl9kh0W59ChaMnwaptc5n0S6ba6PRVmY4ilGXfTKPZXOjLI81UkAwMY+jqJ6e2fbnoqUMuNuUumx4MfvR0FVpiMCRqkUosHicbJtnht29X4wQ/OxZSuz8ayvodZgmCJZuLUXF6RIaQK1AWpCcqWXehUcPIKsEMShEGxiZyr0u4hb+7maO1HqfYFJD8X0TuZHLevXwO8BtENmUb6P2K3yam4776PIN3p5ZTbdpaj0KPR4hb9D94st7LaJp5l048C7hlOh52CufPL6EtcwUhZwhj/0yfP0M70N5hGjaxdutRPn0D9Faaoo70rLp5DHweG5SoH/7hjhqaAV0P2dQU9J7SpETbh5xH2V/CnP13gUL19L8XOrd+KT32+Izbc1RrTp1DHYZkNbHkgLdm271J864k98cXf+gOkdes5kp7zXTBfP5GlMhnOidQnFY5pS8s24nJspTBoxOvWeCij9Y11adT9Rp+bI4yA6c0CjwQcjV2jXOfTaKDxp3EI3AoQaOrs9dFqjfT9Zs8GGfWj3vAH6XwWgfqnS2LsA/jKedSsXg73mgJRQ4oxjbVolswhWoSVO8lYzIR5UqIxkkojbbyL852MjFZdJfS+m6ez6xsxBdXfOCpBahNjGoqS1eWMvFaoeo65j5Vc1DRH7hQwi5nAGY3srFSXcKreMBN65Jo7a+fMh4EhuwKECVY0RevdzHTvfvBudB12xb7X98WTL/8QRcMHsJkwkwPbpgNeGRzSIcoEiRbAnuTR5Z0oi0LYVSJtw0qoSpYus0yB2ZgC09EK1fXIcQ1WaRq8Ez0M5PPJgEgg8cRWA0fIsySgbgjSe4xYTc/yU0jgLBNBa5G1yzhtMCwa7nIJJG1PQLTcfeKSUCsnoE5Ff0GDXhqhcpreQb0QcyVzMUHF1mFEAcKDGG5v1WT3GbZ27ju4PzZufSk6Zw9gmGoBysNzonXSJUCEzgZ5ydy08DxtalusW805LtTzmae+EztePxTzFz7IMfSrorWLra4t7hIqPcsWckttOwS2jbxkNtJEOEa8YJVyV1FXN3oSnVNhIjgpddpsmBoUdIFv9+SeJMwzZ7jLZRpMAoCnvWQCAKc7SJFO9GS72s/aYaamT2dZxR2pLJO0wgi68YPso6N3MiDXjgc6OdS3jYPugIqCH8ozIcsxeIkyA7c8/VXGQhCq1Gm9afeW1ksweQdgbvZzDsqmOH3i2Xj4k51xx0ewrNt5kjITifjDNqB6PJSVYhUGnbxsULt89l/u9qMbOT9RxVvNAYGb1LrC4+ahbjWYjNdnHALvLwiU8cfsm4c8MVIPLi0/9uPpDFrxd8/kSTFd4iXBI4jMh/chiaPjnLu3ZiaCz9egABG3l+QiP3Fz3t94zXxTqtAIl4H4UYqgqXC3WLos0gWRW7t2LRr+HDXOFLQui9Tw7/4uEHSlnOXZ4oHk06/hTzn1zfrr7yvEG3IFYdFcN8QUqjNj5uToumtpzF0wM3Zu2RPPbfxhzJ45A8NPa2P+3MUsUUxl2YSdKOgF5LIA1Ki1H2kBxEULmq0QGmEmIzdBgkN7yGS4dCHYNScuw6BCp+0xrFw+GSNSQ4lw2DQsVhUfqaBJ2WVqhpCcJCGDYGqXwvKnrROXw2Qs8J+ATonGvFRcVWLhJaX1TyKnrQ91Uq5yaJrHpp9BYnCE3TM7d7wSJy6cigWr58XSNShmzpqIBMYWv5i2WNo8rI08VQJtn3Axpne3xfq1E2POrDnxwrMwknv2sYywBgXOVRD7xdzZMTQJq6IuO1Hnwawn4OCOICY75TCMwdUrLbF44XL6KvZcOt02LFQLkV+7Zj1wGILZmJw6E2kbRWZD5gBQaLDLsPmTzQuUYRpyCQRphHkaTvo/TLruxlLqIwOg1EIGRGcYmRdtzgwhjbDfW0bkEvCgSIuwpXHq5L44fmRHHD38Emkdwn7ImXjkM12xaqUSihMU8xwJUZqsJ/Foh3TZ78rj2/299RiNbK0G1B0N1TW86qsdNQdo9Wi+12j13vztTZ7fQZQ3SXH88zgEbj0IlOFXmIckMnowKLVCeBiDRFv2Hoh1nMQ5i/V6z+IA8zFenYWL2SFqjfAFO785fGQkZAyqG5EkkHZd1vBbczjtSLz88suxffv2+OVf/mWIRCeEZ3omIQKvLpmYLGP1eQ/uDUlHwWGUhVl9UfCDcEN1ZAjQyOQ01rboXNCOTYbFMa+vJ7Zv5WC1rc/E7sN78JvHcsucmIW9hjm9s6Ibcb/msk1zAoxCKkEKYP6Z1MJQ0AowAcl0UH+PFVdJ0Fk9c14YFoj3UNG3MHAehpagUGHTBiMd4slIKNlIiptUMafivMMMwGBorGrAu8wGNC7pnMwGVFb6p1nyYSQZZy+cjhOnT8eRkyfQtTgVh469HucvnmTXx+R48IFVcds8LZPCLKHoOMySSguJec4N7AslcUlAxoWLZZQuduMsno81VJYE9uy+yLLUE3H81PNsFZ3NEtKymNm7PObcthqifBt8WVfCya4oC+jJuhLlfqQuneicCEJ1PDwATb0TjxSejERD5k3LpQNXG9ZAqZhwpWtm9/YcHl3ppcA1mQqYDGAGKCgv3wCA0NRvQHiYNYxHMhwMChkOpWAq+VpHx8zlCxhaOwOMTh1EkXU7Sy+vISl5HRscQ3Hb3E4OjuuKWTORorQfI7FLVMp2oP/Yx+zXFMgdKJQoy1f8eTQL0n8r7pZiNN5Q5ToYrwOJ7PbNyMHIZSxk6Oa0mryvk9K41zgExiHw5hCoo6iMrPzFS4JTvoiywXP8uI2uDaSpRENiV5YP+ACSlqRVwm74muqb5V8Zg8pg1PDVv76rbyHjkedTkH9PTw9GlVZCKCaDc0dz8zmJ5ltEtDX9d3vPIlCMWhKVEwslgDhAZWQykjJD6ER/uaOAenRNbY0Fnb3oaHDOypHLbPUcQOx+KA6zffXE6fbYuacXfYBeCM6MNHM9GeXNLpYuOjBg5fZX81HRVvPonjmSu1YgrDITRU0SBoS/YbbTll0M1tSCUghugqnAS6rF1aCcMg++y8DkEomUMwNLgFGgdXmHHNyZcemKuimnOcL9MFImLIlePox9jdPJOFiKHojlbBQqF8yfFXNmduXOCZeUhsyDcozYkjB/wmfZKRcygLwmEKa3Z2K0LxtkqaMV2xgY5Tp3PHcWXbm0P/bv2RIHYnpMmjwLHYze1FPomd4bk7GP0oZkqCyPNaQLVhumQLPqVgdBUy7taPFUxsKeLCwRZDT6N542qu/E41biyVx4mYZg4670SD7NuxIirGXIUtBOMCQwTf1XzwMf7HocP4mey4kYuITRtf6zSIhOsnX1RCxYeJa2hsmY1x7TeiawlOaWXZbf0HmRjSkF8a5UBOjYPvwN29csY3ZC7tc4S3xjd0sxGlbz5tUtcLoxOMa/jENgHALvBQRGxqlESOQl4uUSEU9j3X7d88eaQAAAQABJREFUwvkxDYNM6gI4qjM8jwUFi+uUUJSSXhfvlU/X/DYzClW6oZ+X76eZHT/xxBPYdVgeCxYsyG2qq1atYqanopvbHkupm9PRr/n9mgzf9ksC4k1iWd4SJO8QF2eairfTGFPChAAANc8+yfoJQYgauhNLlk2PxUtaWJu/xFbLq3H+7CV2SBxHKnAy9p2eEF1H2Q47EZPUnJcyadIUmI2umDptMsswc5nZT4XhYrmF01LVMchzVkyf4qBWCtHjWaqoNi4UqrQrHwWbsMvLAuoh0ZKp8A6hZAZuG6j4ehmF1/MsWZ0/ex7jUUcp53mUHc9xsSX0soQfE9zoaXR2X0Z/51LMQrlyMpKEGd2zkTqhmIgV1KEB9DFIS5FB6oqoZ5DtVxiMwlzY4ywO5YYZUXdh8CpEuJPdM0s6Y/GiiTA3nDdy7iwWUo/GkWOvQcBb0GnoRqdBhc6Z0YaibWv7VCyizgFOM+kzPQmzbpg0mdOJKpOyltJC3Vo8UE2Gxzyptn1HaKTOhL7ZlqU8BVyWyyUyYWNA4CZnAms1gLjj0rkLcQXYnMfU+QXgdYEdNPbhcxePY+79CAzHceBwggPS+tFvwgAbJ7P29nZgrbU9y+Z5LROQDCllSR0Y7mmunDZUuCIjZF5DminPstFelMXyZx24+94YnfmcXtf5ueUYDetoU9zIVQAZpj5n2KaXm8W/Ubrj/uMQGIfAW4CA1Kcx1hJBwTC4FHwZVXj3/Lch8p8EsZimGj4uZ8F8T/SmnkCO7spuZJC39WN6ZeY5Gq0yGpoN37RpUxqG0nS44dTL0BnvRu5nw2g0gHJT7HVtCZyRF8ddokAZFb8nAeObywSKz1PpU7g7s0cK4XHr06e1MpudEv1zpkBIr7IM0QLDgcnxI+cxrX0CYo5dB5QNOyDa02Zw8Nb8xbntcio7V9x+ORHl0DbayO+tKIFqCryVI+InoETaQvoaA3OppTZ2SqXIXwnWIIRskCn+kLtMuHL3w1VPKb3K7oqL7II4ByN0gtn4qXh9x+scXHaatNkj0o3p7u6r0YMy5AJ2bGhEbGp3Pyf2wlzA+KRtDUT/w9QxmRjzgpS3oDTa4rYRYJDEU0YIWKlwmlB3mUeZgPCSoqd4gO2zLLV0dKlYO4Glk7aYdRsHxp0bhtnA9saZyyzXHEFq0IpEaJhts7NhNm5Dn4MlKBRklQ51dcmYTWTHTAcKnZSdvpQWS+lXGuJqhwnxvTAPZampdjN1SFSKdYlkGKuuV9glcplL0+caZbty/kpcxkz7FRiMc6eO5dLIuTOn2E57gmpeClbEkOoEbTwEjFrQdWqlXEi2JpEf3wcH2CWjeEQIIEHJrsSjjI1GyTR2lstbwEZI+b2OunoHYDYwrt7L2/V+bzlGo/Bbo1XNjjT6WjpW0/tbeRwLxrFpXpNGDXzTQNfEGH8Zh8AHEwLvoo+Ly8XrAyDdM5i83n34CMp852P1QiQJEMDEXaQvqUxkyK9x/DBC2MWZ6XfzH8NXRqE+y0S47VKDW+peaGRLy5O/8zu/k3oYlcEYK/nIdX2yM75p1fS8vzeuIhhyS+oA8Uaa4Wxd8bazU0XcA2nB0jASTwk7Eg0pP0Ql7SqkngJnoFDumdMmQCCHYuG8yTGwnPM52AJ5BYnBZQj/JYxKnT93Mg4d3M2BZkMcFtaN+W4tWcLAsC12Mrs2JrFckcfKd6JP444MlEtlNtwd5K4V3TAz8CHKqd0LmYwrbNG9fJlD1DhcTGnF+bNuSZWgYbxq4hW2mPazRNHJ7PwIjM9lzlPhSPNVi2PhwmnRBcGcDPFWzN+OUakJueOGtNnFkp2KOgsDaYGEWj/ti7Rj8hPyyatKrnj7yR4mjJR8wMcOsfXXnRtZasqM5gVSCJQ7YU5mTe2IWT3tsXAuCqgs5Vy+4nLOINKDFiQJu4DT9uAstTh4HP/zQ+iLDHMAYBuMWXtMZMdUdxeGsIBRa+7oYVvoJM41wTiZy4MaBpOgu+xV4NQPo+d2Xy6Mg12+glSHJZDzF88AN1KlyD1YxnVXzpRumEHsg8yFuZg0pYOlnI48S6UDi3YdHcBTyUVqnV5kKYca0xfcaeRpyIVeOrJcfvEbW4Utg1qofM9+nga7PGVIRh/v/OW75X2L7pZiNARAQUajtS9AGX2/5kk43TTANaHHX8YhMA6BdwuBxnhz6Gls6yqIb9fRE7Flz0G4joG4d9XKkgNE1DVnEXCJArOQs80ywmUA3O3wVl1lCAzvs7oYW7dujZ07d7LtcxWHfa1nuWAipq4XX5OkiLY686wMhn4yL17NYWrYn+09oWWO1002v0JMByGmKlK63KShJRkMeRHL6HHfbW0s/+Ah0+ExMsJVhU4JMfsbgCcSJSQTmgkfTskIuzOwNjk41APjgU4jBFjFwwGuK1i/dHbtKaWXL5+FYUAf4AxSqZMqKGamxCvSCwudTIfHlFs2YNoBM9LOya7d3e0sy0xKAqxNBm0xtCO96GgtW1DvvHMVbXQgdu8+EDu2bWRWvgopAabdzQM7ELnFNC1YSvgk0sRDEuHJrxyGkjBIuAkO6pmzd6DkgoT+FCcBIeyoNGEgt3n4HGQVWKWSK/6CSaNVLegycLwOyyUs3WA/o2eq6bAT5bY2YIB1lwEZFVigAaxykhbmLzjx9hK2Nc4jrRFOMD8wJugZIz0yS5lg7+Qto2ifh57LyCn1kCnoRHpkPslIsKw4CRsfndjfmITUaIJSF9qtHVPrbZTJbT4t7KRJCY31ow+kPoyMBAyVq0nF2mkh/bCdlJ+cqWDqy/Cc5uEptwyH/SXDALtkhPgtrozKxsub3j5wjEYd3CKLsbMIv+FbKi08bMHsSQ04qNniu0G8Ksz8zLvx87E5Dh7Nwfxe303ium5svtcNNO75biFQ28t0xvaFd5v2ePy3DgHHw/XGgu0jcVax0iGR48YfcLPo7TLPO4+fiWdeei3mzZoZ99yJ0iWEJmdWrt/nLI+AhAPfkQcRjc9LWgT1EY/M2++NcZt4YOwYboztWh7XshXbq+y5cOFCUpIYSjRG3dh0xn6/Hg4ajf3OnkzTKlZn3fRLhstv1MPLslil/A5B8MhwlfZaWi5D4KU3MGh+b4SxZkMcjOUKinCVIAtPv5uhip7+Dmo1k7MuGikTBqNbKJa2TSrf059lCAlkJjbcBXkvy0sWyLJJMEtDOWMuj9c2B3H5r0ykOLuA3kPhIOakoXUQpTKK8LvX9XIKbn9sf/1AfP9bz8fS5XPiIx9ZyUxehkklVOtCnjIXMgzUT4aCBHhXekEfoaJKUiy3Bsuyb1G4hCffPaXU+GkADuKcqhDJuADTZLqIY0owONaw6FVIfKHIbJPVpkeaYseoV3C6q4AdTjjbm5UiTeIuVOzDwq60X5Yj6VIhxeaf+RDHs2Q2bdoI7G+LRX1zkfIAF9q3g7HRir0UJThu+7Y8FD5Tl5eicTOvkg7vvAmfbDPyN7uEUyOODFpJIyHFkhaJWA77G1Id+1OBI7CkTl753bpkMH/M58buA8doVGRS7yIOXX1vQLhRcWovUL3ReasYz/C88olmp9GdORnINLLjkabPo2naDDVMhjSJGzsbadz93CEw0j4/95zGM3hHEGCQyWSkEl5jTCSOZShJB46jE/Htp5+N1YsWx5q+eTFryqTEVxKaHLOOz7EZ5zB0fPlQxmJ5Y4yOxQUZoox9x/UJzppwqURz4TNmzMilEvuQ8d7ffUm8JBGgvhWO1EcpgVsrhW8hAEDC3Ry4IQifsiD1X3QuIYjrcpZKStC5TBOWRMxHwurEuDWCWxr98sEUnOnzbIR0+pdg+cDPyBfKlroYLkUkESuMhuln2TOCz5kjaepR0muIDEoIOoem5ztQwB2w3KQ3a8aU6Jl2Owqal+JHP94U3/zaNznx9X7aUuVVjm6HU2nHIJXMUz9xZZCUegwh9bD4WjEth8WJ9e0rMgjlOTPNshCPoiv9kTBbh4L5aw3xEw4wFg1qXUqf9QV2Defyj1IimZvsyyUU8UwTV6uc8CUnlmWG1SOR20o4y5xwlg/1ucCJrz/59t545FPrMCw2M2ZiHy04HXYY2yG2nAOp0i8T1qx8yYY07SuNPLN67qXNelkIHW0Lk5GXQUmxyHBMl3dubC9KZkOGQ2Y0+5/++a3clDQ6vm7mPjCMRq1IMgJ2BKDgVTj7Uknf5c3SEaaVhqtIRBGUluOqS4DxojhNKVyj12dTuWZmB8k8fbYJuJdQNwdoBhr/GYfAhwgCo6Pq2koXQ07oC6DU1o5hJTGXo0f07oFSX/7Rc9HL6Z9rl83DtDjr+3ybwHgUcRXCSViRtWPPTErkctfPsP7h71g1nFd9bi6Nhre+/OUvszXyePzRH/3RNZY9x0oqaryKI+r7++NeiF7iJiiohGUY6YUScoxQ8s7MO2f1/UlCCuCMQxh+JSYSlqLoB6ySELlBEl0HKwgsPS49H3xP19zCzc/1e7nbPBnPBkknEXuLjrbMuDYrbTgBRdOrMgPJ/CDfGLoSE5G2LJzbEb/1P9wbz3EOyje++irLXtNj7erlKLdiuXSqM3zzlmAi6eCxnR0yPnsGiqej5pZZpBwFBtyssP2mwQMYtxXiLXOSyrYwFcTmBQukdkL0FhKGDYbAFEo/bBBswtoqGTbBgI5HQl4mopnMG4a2q2FTh6K0U8ZVskOQDna0vHyALb1feS1Of3xRfOzB+VgtZdcPaZZzXUr/N3F3/Qwbr+Re8ssylMoVtt221fkB/R6ZpoQ9uXIv/YdPKbWC8bKPcaWdDpkargSO0b0yMxnS7D14XN99YBiNOujrPQdao071udQdHjSZBOEHE8G6b5rRZWY1wJpiRUIq/tjIidTkJGlVG87OWRqExG3phphIlKbL/A2eEE6v8Z9xCIxDICFQxshYYHSwnlzxuDToAidp/vDZFzizJOLB2zl6nC2UFeXKOGiUq9AqR1myEplkjr1GFuK3HJ/5XiQnjm2VNdPoFJ9dGtFpxVOFT09X1eCW74ateONGjEZGfs9+KuyyZm/IVVQkOk+sxUtChiiF6InrJAoSG4kHgJV4iLsSb5m2hNCZss50EgHmG1gSyUchWOokSFhKmPzciFPLV5mHEqYwKoar370X8qmvoXTlXuLkbyO4t9LGNRT422Uzz+FAoaCd49xbNEIhwVNs75IPuybuu+uuWLXianzn68/F4z/4Mbs8JsXtG1bFokXYueD8keg/Q/Uhxk4wwe8aGcv+oS1uqj7ktk6BOuJ8RgoE3CaQhzCBRaYsYn57ryX1biu4sCPBRnqQsCp1KNxKqT8fiWJYmR6XXXSkNZJlJcyEz7byg+k3AhiQ+rZPov6U87UD5yOe3gdMBuLRTy6Nni7sdsgoJGNhnjolOabHLxISXbFDUyFs2jVsvetnX+BuVAcekjJ1d4aRbMl6pN0U/NL0vykY1aJaVpVo/QPGSt2uAalBGu4Dw2hY3oocagep77UyMhJFjFR83OXkEcQyG2CgciwxDaVhmAGMy3v4jw0hYvLwnw7uAk1I2vYCtCjJ8Iz3CELKNTA9MjSNUksA6H2+EbRHg40/jUPgFoNA0yBo1Ewfx0yu8TJcdG65PIdm4aXzF+Kz994XcydjSZHxktv4wHTujPB5iHii8pxRXTPA8CRhSaZ/On/FBeIFD8HS7d69m6PNX4XoTIpHH300FT1dMmnGGYavuCQjvS9+rE0DWE3lsdy5BJVfJV4i/nLPtXfF10l0LiQO0jw4yDDrl4SSmetQEgUh1yAswFocZ4TWIfUycCA6VUOvLUOBc372p7YH3rUNCuVpzIDfUH7SyyRG61Umc+V9JPV8APGyS0KjX+0or3rYRyu7RcSpecw99Wi1jP1HY+qkzvjSb9wVW17bHQcPnokffH9LLFg8Ke5/0APmZCaRQrDtdZgOKMORegZuJ5WZsO4yNOaZ+cIUKBZK4l16F7GSniZNoc4q2OYZIFlrmQgJvUwEz0qBavkzFi/5j4n3DAPhrvllQD76ns8ydzzaq83DR9pIxtHD7qQ90vWNu8/FkdP9cY6m+txnV0bvVOCNlKY19VAMYR29qKOShzKCSns12ixZDpgnX9UhGWUqyTuVN4gGo6VUbJBD1Vxus/wu5cjEt3m2jrP0RtpZbEqcE3at0d7A3fjLDSL8IrwFvk6kkAOOQaXTt0opUuEMQLXRka5yFLF7sPfu2Yum8vY4fPBAHD92PC6ePQvS86Q/Ysrp2kFgFgSgGtCaj+1GOax7ak/MWrAwli1dGkuWLGHrF4cQIfrN9dBG3nU/dDIfJGdzJOLKJ0s37n6eEKh9oubx/iMYtWQf3vtIGzFu67AQwfdy4NSXPv9ZtOVFVyJz0V/DycQT3Jllg40XI+bHKrVNzXzC5XeZBfEq47K5D2g+XINJblsd6xyzVZ/DMjbHGxv2ffNOOS2ry8EVnBM5BG36tBkxdIVjyc8cxdYDh3g1aKdEEMyWoCvMgHCVgFgj4SnQkkTyJj7lWzr863eeSrsU+I80YhJI/Jyx53OJaT7lz3fj1Hg85XKMhPUmLtcvyFHz5+hUDDtBpLJY2Cj0UzqAVxoLQ0dB+xtKPDasm8fyycI4ddfV2LrtYPzjXz8VC5bMiLvvXQl82E7qoWcsvXD6CPTiLMxoJ3SUOqdSqEQzQUFpC+FnYy/llQijmGxZiJkwajAGLsWUGDAaSpDye6lr6apCjSupOftdG/FHxgM+BbKNdGQMDEN4qyjLWNoE+yQTYVTs4DhzOHH6cvzdP7/OkfRn4rd+c0PMn90N03SJby7tCP0Ge5RlNR5XFqWUyV/LlcypHQmnXz4Rp9JGJ9HqvbS0sOtokBN4z13Ms1w8lj4lF06yHXsZszyPpJOpNv/IpryPXAKB8pTql4LZOOnvncuDjvJdgi+yESBU+OD+A/HqC8/HpldeicMH9rMGfIFtQOxVZhtVB5x/D+f7Tu9FbArXJVNSzBuDcEBoHi/cj4TjahpCuRjHT3P63+698fT3H0/x61SMw6xcszpWr1kTy5Zj937ubRlvgFMLRVqK9ESgFCU7STIfjUYcbcVGfZrq94aGeYNHiTP+OwqBawcrg8SRiav30ZDjT+8pBHLQ0halORIB6aWWvrPKyyxjXOKSx5+CeesSXGU0RdVlhuQMS4F1IjCXAiA2NT3rYtKSxES7mTh+Te1/+PDhlGC4k2TFihVpOjzTqmPRRHDG0b/G9fn96awxZeOmaNpzMwbUv0hfBPjYkuiduSCOcgjYoUNnYvnSLqS0p4GPEYAjBMwUSgKmJAlrfONurXNGC3VMnTQhy3KDIYsr90wjKWghK42P3MYyDqRucTOasWo6PDrTTqd/pth491b9uOcncDS4NduarmEXkgD6p3RjCClHWaYghBPHlgspCZuB1cu775yL8axpsXnzxvjqVzfFuttnxNKls2HCurENIb7u4KwRjj/HfoW0WJsiCQn6QJGGy+Aqb8G3FovnUhfgU5mh/GjZLaV6HBVW9s5ab76RiUxfYJr9jc645qeeDdNe0rYsmRtjwX6pEbSamvF9HoJJembLsVjz4ksx/WNrsGTqmClpWT6XswbZRaMJdJkl4zSx8ibTAHnWkhe+Ot5UpkXRx9NtY1jdFuyqwGRc5iTYc6eRZrR3w7hPIS9jlL+SEPnTP4trLm3Di9v7htEYaVPL1kAEWUyeFX0BdvYka7feqin6CoyjnI9Xn3s+vveNb8a+Ha/HjKlTYzbGflZwhHP3wkXsPdYyG/uO3XvMXTPCLpXoUi9U4DQQFT0O62sDGGLp58K86+VLWKjDSt6p02lX/+Dzz8ZrP/x+9BN/wYqV8bFPfyrWbfhITNRyIOVzjdOkPfnQrVF2q9KF8bTQOjK1O9Qv3g1XSlT8yyjFZ9TTDx9s16j+SCWuUzeRvlfzbNPn6m/cZOC46zfWcJJ+zbNUw1cC4rdx9/OAADC3zVQcA9U6MbNpRWqeyNnurBAUc45DpTZt2wUDfwpE1RX33c1Jloi1ESSmE0Wp9Gn7ebk7AMyVz6UNSZEmNG2V4GTs8w0Px5wWPV988cX4yle+Er/7u78LIzMlJxO1v2QmjZ/aJ3z1+f3YN6xnOisnreJujcUXeeHdijEHxepzFqyIvfu2xBYmWiuwYzGz23GE/gEwdy7OfgziOKFSVw1dGQi+BDVNTdtOJosr5Mg28O3G4+XGX7JFSvGy2G8MmctgJt/kLEvuhlE5LgmjH9WRKG2c55/gM9pO4FqCVkxaksLD7FhGaEdqs2ZlT8yf95HYun13bN94IPZsORyLFs+I9RuWsJ15dlweOobhKo6olwkAX0vqE87g6ZSWqc9BWloRLcsEYvKakxPdRn4NPzMXjsmoZEDKLrdlFdR1sDaK467rCGQ5yCupAfEcP7ms0XoFBenOpBG2oin0YB31vrWT4667+2LJPOyRdLhTyG27MFzJ7tCAjkkkMTIduQOGgsBiEZt8COXd3xZMi6tDUpZPsJ9B4w8AFyfvqh0MYajr8lUsn54biJ17D8aKdb+OdAgLsNj3aGHyQMNlP8ottsSd4FKX7g1VFQu8T5xl08CLHESu2YKFUoxD46cpXSqeyp1wW9u3bYvnnnwyNj3/fAyeOReLsGTy6Y9+FMtt3ew17oquNPzSnghrAtKLspbJoINwaWs+AeEg9kqQ80u+7VhsG8baWp7w18XaGIzK8JzbsIR3Jc5hRfAMjMdJll/2Hjkc/+0//2/R1dsbv/yrvx4b7r47pvRMw9AKjAyHFrnEogJNe65ZkUdh8eFEwaw0kvlmQ4/mTmM3XizSh9BVAlCZBRWP7A6JZPMZvXhmxCKcSiC8K+GS6ajxBd0oUiqArHE+hGD9OVa5MY4YTGrzqxIwwL5/20E9Cw/dmgCzoQDfjXjTZ3IKJkuQkyZiyIjxlKJeFNYcJ2WbXSmqY3SwbANLj1wSdWzg7BMuHdieyeA0ntXLUILxb/7Nv4m+vr5GWBHrm7vmfvPmoX8RIZzpOtuGAHG1sYSbZ4zAjFnv6bMWxMx5Gzj860I8/8qe+MxDM7G/IJlGJ4219dzGib2FCeCiIfUwTEf4JUNRkE0S7QaOejc1bDRTotTro7FRgl3zEe+lbzKdzd+zgDUY95K6p8XqqMKoG3m23pwyihLpZM4ruX3NvFg0ry/2QyT37ToUr288Gfd8vCeWrljK7B0dvWGsZg1xWmkm1laIIdnSnQu8INQu21zjRvK6xjdfEofnU4ODbtz0ktm4ocs0+RmR+mSEJBu2VQ+xl6/CrPlkrLBi7XPp4sG4Y800jJyxyyZPVVU30ZGmJIImzj/TEJ7mXH6pGZ4UijCFATWM/QHGAUZlANgxpKIfBqSf3jPY0h0Hj16M3XtOxtkrM+LOex+MVozauSuonIMiLi442jxv5qjHNU12s7A/92/ZFHQk+VmLlccJO+2hAS6DxE5xHPB//7/+axzYtDVmdE2ORfPnxkIUvKZPn8rBMVi0Q8+iXW7LSjugGFxaOUtoAEHX/fLZ70K0ySUYkqvMVmcgsgaIwRe5PcVKgzAJErSBqwNxnr34Zy+ej53MIjZu3hJTYXTueeihuOfBB6KX8rSCDEQCLSADzQ/5lw3CXfbUHEq3K5ywTZTN5CAyYJa/qXC38GO2c6ML1hmozIPPfhPm3n2XCck24LuWHTUh7WxWBqQyKIKqJFfa8RYG3S+saglZuqnoC4qfY2QQpFz0B/zgmOEbjEE/oup+Zkbu6BKZicKcQ7rcmceN215cnr+hZc6qV6H0USbDdveSyNrGPju2zsLwHzhwIO1hzGaLrH3EflPjGLYyEfX+CwPYW8o4odoImdggn2UIROpuER5A2uoS7/nz5zBJfQmz12e4Tsb+/Xtj6yYkrs9+PR772AKOO5/JVlCsQw6fB5OcB+tcBt7YDEVPIVhzL6anxX/mY/vRdomRlMzqX5RMLYBTolqyElr8WnzEXjIpyk7K3RjF+eWN30u9bpTmaD7mOZrmKDRKXxktR83bmKWc5Rvlb1H0DxNMX7xyeTDOne2P44evsrS+Ow+Nu/9jfdE7y75UmN5Wlww426V9QmfO0vOYelIAOFmT0bIlxPAr7o11bHzg9sZyWt4Ss8JgNJ1muBa4q4R57nJH7DgwEFM4sG2I80mOHjoce7YeiUc+eQcn7bLEhOJshJZArQdMEfUdccNFibYwBXQkxqj1cSED26uE508v2rAFxU/3Rw8yvq6ybDIQ82P/ocF45ZXjceBQf3z2S78Tq++8n3NmZuZKgSb6VbR2B5fjsd5H8h7z8L6RaEgcXCIROYmk+pFcSOBdj7sAUnn1hefiW1/9WkzCAs09q1fFbRzP61LJZHQvFOV0QtyzGRkoEvhU1kTCkIRbpCbhZ41zVOw6ymiUTtQQM1EQxl1pME4U9GUIOZKH4rQhUusgfXen9KD/MbVzcsxhmWb3wYPx9Lf+OZ5/8sfxyK/8Stz7wP0xhGJpqxINL7JKZsPBrB39OsZpYjKwO+dT+RnTQrf4q0TAS0JRiUPzu/5eV5gFa81Rs9E//elPk8hIWCayTi2BIkiGuxG4PhjE5kalf3/6l22U9G3GrGJ5dZ1yDNOthxCjnmV9eJitrR2IcVsR57cys25jPLUzDqFoKaZtB1HZ7jKOXoNcHj6lSfB7770Xi5Bzc2uqDIQIzb6g0a3HH388jhw5EnexzbEyGs0nrAqxW6HNGRrZt70nnHkQrwgPJ1XuqpvFGS2xan0McA7Gj3/8eJxYMxgrlnH4GbPfNtqmjXV+WAjoy2TW310kAf7uhEiiJEl3SRrs6QweKZM+BUkRzIFVnehKJFX9LJTYy3SSgJXXxGOJ1Jq+Gy7DG+YGaV7zvZFmDdpIagRHjuTJh5qeYTJ5SSj90WeURjsmtcf0Dk5T7YaR7VkYO7cfih89vi+lBPMXT41pvWyvZvnCE2Qvcr5Iay75uQwgnIBFTZ+3dJaz+r0ZDCywsGnA+g0waJT5unC1FkgAF/VJv7iCs1Fa5sX+nRfi4IET0TNlGYfbyWhYVhkNnwWYBMw2xAS7hsDyvfHNoqSPcUrZXC5qQR/DLb9XoU8XrkyMnZh837iZ82amLIm7H1qLcu3qXDZxQpCTaOrt+KqMvROAm7n3hUSjEhMNz7jtNE/3Y03xMprjhw/uj6ce/1789Jv/HMsWLI67Vq3jyNspDDCPbmbGA6zavLtmlGJFli8ARq6tyWhQ/1akGi5rOMkyQlXeLOZe8bPTyF1wz/FCQNcGVRRybXNABkgFGe8iU5DhMNIOk7sAAVS6ceTUidh7+ADLKgdjzQMPxBd/819GF0qkKh21gVjbkabY5NmveB9CkcPmlbPV6V/WyuwIfMkOnJ8+FD8jfYA2kPD4rvTC6xKHCm3f/np885vfyEOe7r3v3rTuqGKSTMabdfIPBQB/EZXMzmxvhTSpp+H0G+fKh+bFv795B0zBxfj0HWtjivpRjjGcS6PDMBoSNvGT46C2tzP2U6dOYnr5tdi7d2/cfvv62LBhPWeQ9I3MmmzvI0eO0jeGMLwFoYDZr66Om8q06l/9apj3573ggVK2BGw+JmrikxIhGWulGjJa5zkS/OKFi3GOk04vsKR7gaPMj4N7Xnvpmdix5VVI5DH0FDg6fboHxnXmkpX6Lc5mZSJSSZB0E+/YfuA5l2dsi1zPHy3C+xNcNy2VdUC6pa6F7Ib1os7DLAkMDXWi2zchDu07Hq9veR3acCXmLUR5eF0fRJuao++QipupoCzxtIP+4oCh3hMcOgyA9ekIBFmxe9uBOLj3MJZRH4wullMmcP5KWiu1fR1jiimSWdIEXtHBECJeVkV9QqbVhLEDOPYka+y14dya4ydPx+59l9BFnBwLl94bi5duiDlzF0XvDE6nRf9RReui9zgpcW+VZMh83AwPvy8kGlY0tX9RnBFBSOSvUOndO7bHK88+E5uffjqWsMa7YcmKmD1lGkQb7o4GSMUdGAz6U0oxcgAhzRh2xsTlDGCCTIiMB+92lzyWl07nX3rgl5DmPfcCo7RDcWgevqO56yE7rexPR+eW8HKFNJGKNg0M0MmsArEKnKfHWyMYRon0dRRUv9s1JR547LGYedscGEstucmR2ugM6oJdSc+cxjgK2WBHxny4NV8lMGNdWryzH8DoKSLftXNn/PiJH+XM9p577o077tgQs2bNzo5eJFQ0lY077t4zCGTXFVeBqERcKp/ZkiKySzDju4+djLbOQ/HgR9bG+r4FHABVZHqpjE2g3CLHMNUkdnFlPNofztPm06ZNp70nxq5dO3O7+qmTp2IqSK6vr49dBVNT0mHbk306mQnj1v70wWAuGlV/CzfrUyQaYBHwmVKN9naPaWdpqr0zBiCSU3o54XT1nTAME+PY4e1xCibkDEfADw9h7AncIxHK0QbMXJcHWImCnOCUpROJkJffxEPc8qcU0OeGzmZ+sw+o45hGDpvCZWjem7/XcH5rTtOEajjvJlPDetcvPY2o4725HLU8fqphy93l19LPTEIWy/SG2dLaylLepYtX48g58DV99fil/th7/DAnCV+JrvYh0Dk7K4CIqMkr8bGJ6Bplsgx61fzfLgzG1s0yp59ZNJ4zbX6kSBoOS9sfNNC50wOx7wDMx493xZTpk1MSU2poiayprtAbE6Xlk1bqm0rXSq4cL1aGyzEkE1okWl3R0bUw5jKp71u2LmbOmR9d3T2cT8fEvrFMIlNRGYu3Os5+oRKNihhkLlyD9K4uxACzoNfQIn/2Rz+IPZs3xeJe9kTffkf0IB1ol0lAFwNuI4a5WiT0SCw6OHUwOQ6ZCgaf+hluB1NfQtPjGqux4zFCAaxdRyQloB1scngAGsKGBK28M1uS4KViqMs4XEXKwToYehqKeJlS0a7sVsEAkVuCVGa9wEl9L722KTbt2xcbHv5EPPK5z8VtCxZSPk4mpJMreMlTFC1Twa3Z3HaClGjw3e5iyT4MrhIG65rtD0wHUebqZ6uxM7cXnn8uXnzhhTSo9vkv/EqsYYtxQZiFqJT4tibuwwI06/qLdHTQhDc91Zlivww9Q8Hn87Tf3uOn4yevbsag0OR49L47YgqDylVId2OJPB2nieSyr4sYbUv9+S6Ry4YcjlPoIPzkiR+ndOMA+lATGOf//t//jzF//vwksobLyYT5w8jUvuS9GQE2P5P4+9QJgOpGO3LCBW/r5BHrEkZtB13BVpC2QtRRugTOUWfjnLvkzp6JK+gunTp5PE4ePoRuwhlm8NhAQMctx5e7EyrD0binrYjEiUnSktnI9qVIyRQ0aJe8iW0oQRRJGUbGZMRvlMYl8ZJg1u/eS9tn1FF6SCL6VyJruj6bpnGcnDc6Gw843ms5atqGJ/hI2MwnfewH7rhp1Iu87AtpvCsZ32J8qv/qcBzDNP3eA/tYhLgSCxbOh9HtyWWplIwDJ/NNZxpkZn7ZXxvlfAMM/N6oWy3nCAz4lPVtqluFgQlTnREYKHnI7d/SrsxUujRAeU/E7p07Y936DdE5Gb2SBi0z2+KkcdSfPNw266RcguPOGMfeMPQnGXWe3WWiuYdJGECbMnVGzJqDBANdw07UEiZyderPMfc9MGBKkZVouExZ9ahkOmR+bzbOfqESDQdPvYRiKuBA3I8cOBgvPfmTOLR1e8zAuMpdMBndLH1ouW0CVn5y+xsdZYhOpPRCpqIslfDM2nDu/qDyNpl78dXZEOxlSSV7WwEyjZNgpxxafRtiD3lu+7JB3YeMAIPQlJG86Bl5Vgr58YIvcwAQKBLHLI9MwgQYlR4YivWr1rI75Vy8+tTTcIXLo6urm3XAGUhXCEt5UsRMmUm49KpSUn5LXzJ7O9uHwdXOWZkM7wMuSzG49+/fF5u3vIYxolPx27/9L5PJUG/HWbDwsU0LnGxF3hMr+jTufv4QAM4F6PJ9SZBEYsfOno/XDx2N05xl8rkH7ooukJiHW8n05xY+ApclS8ZeNpU/XLXD41n+hqIXuzef/OSjSSC3bd3CLG5f6nFUZeFiqlwGgxRKYonsKk6pfevnD4ufXw5JP0aSd3LUOMYb+wYi+KKfVODnkvPlfnYOEL4VvNndPSOZkpwEseTiDooBdBCcVPmXLsFfGDUpeLFkMtoc2TaGwTm8xKSN12wyUyl++DbawLAV9rR2fjdcbeLmNPV0FNc0jeuzdTCu9LEpYokKUMyzpF3CFzxu2IIVlIbaMbMcied5tQA8OyGUnx3WxgRM7yAcwOmTZ2LmztfRA0P3gXNT5iKJ1u5S92QMfoGr0x4M0UfK0igwySUkrweDUpZSj1Le5ujX1u36MMA3uahCy3Jc0P7u8jp27FCc5Oj5pWvXxIzZM2nvQsqdNMtIJBOhtJB3GQ3vyWAoqbEa0E/LLnyUMk6AOHW0d8XE9klILti52c0diWIn5twncnWxRN3BJXPRLM2Qwb/Zkokg05XSlef37LciBe9JWOTUvQDgWRr6B9/4eux+/sVYjHh83aqV4ZmObp+z78B60Qt5B3HlGhwdpVV7+AIOZmQYQg5HkZd+blttw09lzvS3hwlh0+BZQLvnX8KWkg06YS6hwPHZy93/7DBQdMU4xjouhNDkcyjQaLahjIy25SmgUo+pSFQevuej8aNnnoqXfvyj3Pa34Z77OEBqJuFpcMrVamfPslApssqr0QJWMztD4/1Wv9V+YD0lIiJGZ2vf//73Ugn04YcfjrvuuAMpEtv0aDe6TUEaPuhsqnxwMI279wICjkUZh2TuuF8FGe8/diI27twXR89ejE/ceTvbzSfHRJCd+hjFrLHkRsTriNKvgWwdkip2QAmGMBpkfzgHo+6svQel7/vvvz9P8vza176WO43sIy69dHYWpNlcX+NWxCdu0VWi1xzug/csMdAegRMclfAGYTImWbvEIzJdojXr3z8RO0AXL7ELb2JhzJAOXmXsCA+VQpEdZ7g8E8qBk4OGdLhr3rt4eB/rDFi/+60+Xy9sjdsc562EM96bxRn73XddU/o8+gY4Rl1yF8CAijrDV2ItJm9B0jxj2pxY0rcqJzfbtm2MAwdPxVnsR/T2DsbMWbNi6pSpRRJNgqU/gWsycXOxn5nOmPxGch5bXj9Uv5FADT/fs+R5l/o4xhoLIJnHEDtNJqFCMHv7gdh/5CzSh75c3shRlcUhbehiMva0NrIhLvNjoKk42qCBmnqwzJAjyKo2OZC6t3bCUExie/Ak9D8weJlLJqoFcEou/anqZCjBaJZkCIubjbP3lNGwozcjAQuX2xUZCJ5HMoixkB9/7zvx8g9/EPeh9NmHBc6pKH2CqQATEOlkb68iH0SoKli2Ir0Yhqhr17+FdUrWJlhFoUoAQQgKjAkAp7VxqJNcn+kkQACs+eeasRwf/i6T2DhyD0NoyKdlQsqmBrPSCvGW69E6hi7fLQ/avmjqDmtRT2kFjepxN2p7P3z3/fHVH3w3nuUQKdv2no9/ArHT1DQI1i6zgbxMxbhMMvudvcSSlCtfbrGfMjhtnlJXx2oq3QLcPH+GmZf9YNeunVh73YeRnQ3xwH334+f8RW6+AZDSDOWF5+bXWwxk78vqyNKJqIZgEBwnJ89fjGc3b6VdW+MjyxbF2oVzGRfqOA1AHEF02W6FEZTYDYA8lSLmlthk9O0TDCFmme4wevmlF5hdnoo777o7bps7P25HRPzKqxvjiSd+HAsXLoTJYBse25o9FVZ8YH+quKUCbOx79f8g3hM2UgScY8iZZen1YBtwYUo3FGczM70K/KYw+7x89QpLLdiLEL8C4wHGmDZKHCvlckyVJ8dWSmVzRd9cyvj0adQZVn/vuvp8vbAlRAn7dsIZrzmf66U99ntzeZrztXZ8S1xjOjWtwupmKhJx+qxE2CWVebdtiDtuXxEHUazds2cPZ6gcjkMHj6Q0VVst7RDe1JWgDXKpHTyvS1pC+0jjRnAbeZO6X7ma7xmj4edzdc31KHGKhILBk+WEzpCOEg2lLF9gKflv/uYfY91alKI5NkPplnnB8uQE2O6SJtKTwMiG8GWIfsOHXEqBZk1AKi8dciJumh1t6GhwTSIt0+ugvh2ajUAHsZ2dlpXRcGw1j6/m51qb5vt7ymjUBrAAzkp0yWiAkPr7L8UZrHD+CGnGShCL21cnM3DsAikxoJ2KBMBZDKZ4GVyDdJB2rrL3F+YAQzUTtZjX4LZcUiFSWjlTCdRD1FoBnJKOZDBMm/ZUCCJ33yoVg6nRKEwrXK7t48xpWHGjjUOnSsRoBJiRgX5s7cPkDCRzQicggsszVArWZCiZpGULFsRu7H+89PQzsWTV6uhYhK140mqFm9aOgOuH9lW7YfkZuelzS7jm4dPcB6ycAzSVPyVKMnNKtjCxu3UbtlJQAJ4/D0XCtK8vUpQzH3fvBwjINwyAqHKrKn343NkL0YsC50x2gfTNmYlOBgwGDd+iLRoY+WGQWc6rHHCYY05ZBM8ttLn9w7GVEg3HBQvec2bPwkbG9JiGAqjbOKf1dLOV9SPxN3/7t7kLKZdLGd9KBl3atB95je1f7wdY/ezKYP2AFT9KN1QG1YFOIBLqyoB7gEUHkt2rzkT7kWi4ZAJe83L3nDv7aC7wjrjOf1vShrJdTC0z8OGD6+xjSVyzZiPPpUJ803kzHPWVMHv31146beokmNtZsWL5CrbRH4qNr26K5zltuJ0J6+qVa1K6If0AqtnnlKwbWZgmjcrESQzP0rt9fmcuJ74WrKZEkWU2WmEop03rjQUL5jD2TjNR70+9CqtEV6C92abLRNhDQd3QICOls7a2v2NSc+O5oYK+1ALdkkltb2VjA5KNTvqW53+1o6rQkbqQfMOvLptUnQz74lsZc+85o1ERgpWWyZADdKniyoXL8QySjBYQ1uIl66KH43Hb6Sw2p42nNEJC5DbWtJMhR8+AOoNIcPfu/bFt5w62xZ3Cpn1vLF26NJZhJvy2+fMwz7svzqIcddv8BbldbiVrWuWQNKQhtIqMg4o4w0ouXF5hsJXBzMDEfxAmAxYPrEpJCD8AEdTynHvTXc4ZvHwF6QWNR+vWUyc9ZRDeFkQ7HOvpmKeefyb2bGS73vYdiOHm5Pa/ZJBseMIYl4r6Vm4+fggcVc82yDv1dVBcRdFNZbeDDPDpvdMYTFOT+RhW2yqdgKrPDa+Rm/4JyIbP9cLezG9s/JpPc5ojmb2Fh7HpGaX63awczUmPDVfjN4epz2PDVv+x9+uFq35j0/dd5/eGy0cZRLexMiMC0c6eiV2bmdPTMJRWG9o8xMrthHxXmz3HPQPLO6Mmx7R9X3CIjK8yjpRoeXihln2XLVsKbnQ8MO6YlGjmWMbjCFZ53eKZitqEH2RCINGtCO+tIL1ajffXvQm+NyhYrVvqqGU/wuwSElslGhMQp7eCkJzoJHEYYjdKSjKKNINmAPa2A/kI8zroMp3kMGgnmTU/j+IhXkdavj5711niZr/mGoz1r+/Gu97zzfz8Vt318qzf67fMQa3+LGFzqUylhi6m7q2p9c1jLkT8ACB16KA5PVN7UTxeyBbrDbED/Y2//7t/gNbsiQcxX7BokUdcTIcJxtItkyMl7BKOKtGwrezXmR63WrZaGktR/SzV9Z7TL2kgJeSlMA2WVoJPvuDJL37hl+L/+8Y3cuytu30t35DuIW9Xly0NVOZUHfpCu2fNoaGpaWtbw2gwdMr4ofzawmlj6aQNM+NO1jvUh4TekhWXkg2N6DnelIjI7Ja75X8z954yGhZG5kJnR1eqkWvy3D1Z9elvfzsWzpoR3RhYcXeJtEVkZKVUimmFs5L7rJ3jPFtJX9z2WvzjP/19fOyRx2Lp6pWxd+vr8cPHfxjbsLvw+X/x63SMvbH59a3xqV/6XOw9uD8Wr1wBg0C1AVI7937yVpu9tCSNA8evyHdQs72UwbNNFHm4TXb/vr2xE4NRrid/9KMfjWF4kAkyJzSm3Kx6HHaDtOnB2FWBqAMuZt7MGXERpLj5lZdiOZ2hh9mGIs0J7ItO08ICxDp619VeWN5umd/s6NRmpJ5ZM30lWkWsm3ZUmHmdPXOSLay9KbpzhpuDVi5Q7pxBkjCqkDHBZNPrd+96cjXCjubpE9+zFPXZNqx+tZR4pfO9fvdeylvilxDlV3/TG5tmjdMc1rya0/Rdd72wplfzbI6j31g3Nu/m8vhc3Y3SfIswyKoSlra4Qh8fxNAPQzO6GAstUjREu8JB5cQU8Mls0L5KEpVlDBBniN0PMvm2u4j6qad/Ehs3vhIbQOqPfvpT6c8PIFFaIdKMtER47jy7KC5dBulxMdko/cZ8GMM48UolyOlxi/3UupUZJTgHGEl0RFMtreAyDHINIPIeGpjIEi0TOaUYwNs+lOa7a1eS4Iy40efEYY3ukTfTbXzOIcZz3o1bn5vuDe8cBjn0GvFH4hrgBmmaXnOeI3H0bLjrptn4Xr9lwep41h6GV0mZG/2Tq5BdMkx/btbB/GGaU96WABWfD3O8BGdoIaVbzcGa3/72t+IbX/96LFm2ND6KNehlTGp7pvRkX3aSpEGr2kb2f6XWzfW4HiytWi17VsWy8JB+WUJoA+9KWyyPUgnL7Rhau35NPPXcE3Hh4ml2ohxBCrOK9obpZB4OP864KRTTWNYPgoOniQMDZ9g+cpf6eOBc6j66kkCfkrS1oaqQukEwIi6tNEsySO0tu/ec0bARZDZECBVJuD3L7TqnjwKopStiMqZN8/hhGkkRqbRlxMSxRrmUbgDwg/v2xDf/8R/j1//1v4oHscPeyUzo/H0PxuZNG3N97SXWeTs5YMktYW1o0N5x150xnVmRW177KcPe3bvQA9iP0sukWE4DTUHD+BgnQB5hW9hkLHs6e9LM9eJFfbmnfz9l3LRzV7TBJNx17z2NdVLWm1my8WRA66TxsAEQo2uitHgw9mM2BoVOsw1t58ZNcR6py5Se6dQJy3V0RG1y5AE4NHZ2odL29qrsBG+5JT+AAe34XsLKvuDMVT40t++5Hc+XMgQStgUo+AmbZlff816/Nzyv+Xa9SPqZj64GLm+jv/V7vd8obHP8GrbeR1MrT9W/3vVtfh4bvvn7Ww3XXJ7m5+a0a1r1/tbCwTbkEsZzr74Ws2bfFquWLUOKAWaDyUjFahAYQfLHdeLctuqQULzMXwdSPEX5ntvBQMC656y46867OSzqHgz1Xc6ZohJEOgGtAkMC5nXm7hEA4o9UHgexm4XIz7H3YXN1RilOlRi0gksGnYGyDj/EulUbRCUVPgUj8HE8TZDp8492sLurl+G25KRsCUAwKxOmD7qThhYnUa4XcMgxBqY1QKPPKMkBghm83KEvwEo45NIC8HUi2cW2zt//t/82djy6A8u034+//bu/Rdpxe/wKuhI9bIedhD2l1N8Ql5G2FqvNQtz2Tp1tW6RQlrmUzl0znic0DLNgOT/1yc/Es9ibeuqpJ+Luu+/K8WF7DqK2mPhTjsXG1uEPC1Gec4ySLvdcujR9GBOZIyfLSs785hCdgOQwd46Rb4b35224XwijYfkqo6FEQ0ZD4q5YZup0jIPQ6Gk9kLq4HCGgW1i+GABgshjW/BTmqI8cOsgOj7a4b8366AKObYRznfihhx+JT8CVae3sh+z6aMVMtcsqf/lXfxn/7t/9ISZdF2NedWP8H//5P8eadetj57bt8av/4tfic5/7fDzvKZAwL1cuXYmFixfHqy8+F4uWLInf+I3fiOPokOyEORnGmNjBo4djwZw5dCgaCe4P+Qh8BWL/y1fjCvomrse4HdZdKlMnT0E5a3Icev1ZDHpd5dAjlNhgoOyUijod+kpuchtSAocfB/8t4RodfKQu13ZQv3o525L5UySulMn+kYOMQeW25w6Gx7txY0vxbtIajysE1HlqRVu/N+bMmkoDXs42dKaYSB6C5owrZwk5i2pIHBzD9O0r2Eg5gxRzyrQpzJzaYtWK1dneSi5UslM5XMbC8SVh9L9KQ1UWnUIJEofQT94NIn//t+Ube24zjneMpDIjszH1YFppE9BgPoN6coeFKQAlAGh7OMOHEOInw6dzm2d1DZ/6+sG9U2nrl0qP1NY+VCCpXksCiBvfc3YvSJRiu6QnURX3MsEVBxk6YSzBL31t7eo1sXL5iti3b1/8/d//ffwv/+k/xe///u9jSPAOdmd0ZjgBJ9F+931TPEj5LIdtLENEOSxjMo4oRW+4/a48OG4LpgD2790TK1auZVlFAMiMwCzJVCrB4C6dKu1ef02YNIGD+SQzw7hLdYVGvTOkIBE2wusduPeU0ahAH1kygYjYeFcgvGfPnElJBZMbnABBVCOgINaDlFIk4+4RgaKGrOu0itm72XYkDNIBW9MTImn5TOBJyHNWlN4pbdiHFONrX/16/Npv/lb8C0yFv/byi/F3f/P/Rt+SZZyCeDaNlHz8k4/Gr/7al+IwUo3/+X/6D8m0rFy1ikQQVVLIZStWxWWUcLIs6G04eG0CxcNtWFDr5wAcZ1+WRcUh15hdYxNJunY61M4MEtOyYGvulJl62q1FEj7dmm5sJwUGDgLaTNG6swAZDtvay8GfMwrgUSxIlrYlQsJ1FEb1vfnuV/Orfr7X53q/np/fqmuOX+PU7/WbYa/3XP3q/e2kaRzdjfKsadZwY8OO/X5tOqnuQhB97bW1RqaiM3ZNoaJnxx2tAaaRKBm5NbomtcTaFUtBPkqjIGINZ3riIxGXyNYxXcegCEyt+Y0bN8Y3//lr8du/869j7rx5SDDUmWI4JAJgVwWMuJKuUjbzE2EimoapT2YUiVd/O8svDWlGGfe1BLfSnbq/oYWErf7V2UoSCvGMjARtKlFhLCX8nNEqpVAR1LGWhNe4+ItwsrW9K2YvEPfrB9nltmsqANbNuiejlfWUWAujQjWEht/UT8hTw2WQwTvSHvu84Kh0y76mE4bCet26dUjCl7MT6on4L//lv4Tb8L/whS/EHCagWq+tjHGN47253Wo6+t/YUX4LQVmyTslslNATbDsGmmPiTqSB5ved73w3PnLnvezIaowd8aswII2ERbaxdS8TgiIj4ZV0tG9j+crYlb0oMOIr+TeufHnjz5vV5T1lNKyEjeZlwbw7e1VUnoqXAhSRjRIMwZRnIzA43Nud9RQJtSH8gjh3sNWmHeMihw8dikvE7xIxOZUi4DmYFhVA0wCYUyQayeUW28XlyovnL8Sm1zaztjY1/hYph0fAT5kyHVv3yJoENHEWLV5oj8qB241EYojZwCAGNBy8Wuhza5/ZDbssQ4M4aSM4ZeV7Nq5JUQ+LBGM0oQPlHZ6v5LopM3bqgDQqte4TE2MgzOUU4VKQxhsb84Pp0wAMhQccxQGH+pDbr1Kc6yxLqYaG24ABcHDAC3fDVMRAKiNxayo1LQLx2Py9+bmGrpl7r8+Ga36uYR2guppO83sN7/f6XO81Pd9rXMPprpdGDVPj17vhfa7pND/Xb96rq999H1sGv+EySOPZMHRix4U+xpAm6eyFJQnag048AeaZXs9pkhiFutIfVzlBdOncmfRfmGas+RrW2ZCEyiQU71rT3N3QaHhn3jLdV+j7Z86eis985jMxGz0c9/DLSGQZKI8MhosiZfughSn4QtgNpoJjCeMwS7s0jpnsLyr4XUsMiH0LOFvmxk48I4iFQW2zbEtxXzohy3O++ozLmz+22KgzrVvLNdfOmvle4fLGmnoi1dtx7sL41Kc+FatXr44///M/jz/5kz/Jg/5kOpYsWVJoQBO9k7bopH3CujLKN8+zuQ6j7eNYdex2YOOib0kf6gdH46tf/afQiq5KrDalOLQYJqOlM2r+lOyun2yWa2x5yqi2tzTFbwTKfjc2wpj3twfVMZHf7qsF8hLYSjXqzNV0ukRkKHkVU8aG09f1ICQazvrRfbCSiQgBXjfrZb23zcbGf2e88OqL8bnPfzE1fxmAigIAAEAASURBVE+dORsvPvdc7NixM/pWYJUTRR6pvev/kPsUwHvS6+xZM+POu++Ohx99LI6xBHOQxlk4f37sQYkUSocSJ0ImkJYztVYwmkhU3QuZl078My1Evv3Mshyqlq0gbJ/4SpFT1IWk4srl/rh46WrZpklYlwjcEltIq/XE2WnsfHZEOyZet96gL/W0utXZga2t7S3hUHktYZEA8Kf0mfTMSPrdzDV/b35+N3HGpjP2fWzazd+bn5vDNfs3PzeHaX5uDtP83Bym+bk5TPMzTACDKPsrv9XZF+3VeQYGnraKUgglds5wrtInL4GEn3ttK/YtMBLU1R4rFsyCyZDpJgJX45Zj3Da0/8oIqFimASlNyjtGpnRPjY99/OOERzoIk9HPLEP/MoEkZ3EECfienSILWfrISD/IKvlzbd0y6If0J+EN7LznDr1sGIFhy4hWkHKkRAqoZfuk9/jPu4CAMNWmyZIlS+I//sf/GN/97nfjtddeiz/90z+NRx55JD5OP1d3UCfdM7xOBqMyHe8Gz9uypqkEZTnLOWvX3p7Kqn/wh39IG9vehYZmpm/yU8s2Eqx0mzKe8bxROW/kP5IOD+8po2GBZDS8W6l6tdJQ09mWOnBpIC6cORcxcy61cn2W0ZCzKcW2PDtwrDz+nty6EKnDL33hc/Hkjz0PYXPMRMny5PFjmEydHMtXr4377r0/nn/p+ehnuUKE6HHzKm3extHTv/Tpz8TXv/Ll2IdRlsMspdzOCZGrWRoZhgnov3iBHSVsneNSdffyhbMsQV/FSuHkGOZckyd+9HgsX7ggFpBOFof6KCnReJHMkZYQ27j6czS35umupzjCedqcWSyrsJRDB2AemFIcuh71AaFT3zbSASikIRkw5VvBCROvhBQ37r7qhI+3xp9t7V/tF6OzVViRMj4z/PjPO4dAbmGE0ZDVkJlQUpTMO89F3FzaqvRAlzmQNrJtcggjPk8++yJ6SueQBE7BUqvrwFdSopEi1mxK0+SPdi2ssiuCrXEBieFTiJdPcJ7E7Nlz4rFPPZZt7HLYVSQiWtXNbkH7syCSYyEnJTA68OmZZm6TJaySEp2Skuwr5oVf5sm9SjTeCvJ751D8xca0rrob1bF+9z42jLCqrpFMfR2/vwMIVFrmXYbi05/+dKxfvz62sjvxpz/9afzwhz+M3/u930tGxORrezQzHe8g22ui2M4a0rqN80k8C+pb3/pWnDx5Mk9aTeVrylbzvSZi04vlqYxPc/9pCvKuHt9TRsMK1GuEmOCnOHVSN+eBLF4Qh1DyXA6B53D1XHJwq1GKX5nyjAwSwoukJmNr44F77sV2xuw4cORIAnMRCpzzkEwsWNzHEck9sR6tYO1qzMLK6B/+wR/GimVLOQOgOx577LFcOjlFg8y96y403u/kvTvuufdu7NzPZqfJIrDZQEznEJk/+IM/iMULFmGYlL3EWKrsYT15Ess2w8zEQM+IcxtoleUbzxKQCQJfwhyxXIOC69ETJ+Po0eOxgK217RwMJ5LXuZUsT74UmYIAhAMf37RTvKsWfz9GLnizlCyfBQIIUYIohwFsWEEbdz8LCAhfYSp87WzoWkhwirwQP8aZQeiEEG2sb/LRPvrKzt2xc/+RuGfNqpiPzYwpLPsp7XM7q8uI5fySEl/GQ8RWlOoKS9PX1xfzFyxgiZJlSJIfzJ0oxIO5ICUzTNyQSuC2t+nil0uSDgtxh3/4VxxiuX1udr6/GVJtDv9BfL5R/cSPfhMGSoslHBVWflPMX3HoWLh9EOHwfitz9nlgPg+doxkzZqQF2x/84Afxx3/8x/G7v/u7cd9996X0Q9gr0fde2+jd1KX2hypZMe9NmzZlfqZf23xsHsarcS2PzvC1HmPDv5v395TRqJWywLWS4JBCZOHIVn3kzngG4yNrl6zkyGMOdWFpIoWoDBKds/9cAlExBiKu9vrEiV2xbuXqWLpsWSK7SV2T87Q57baLv2bPxEohSyWtGLaZzo4UD4Zxp8cMTLYq1rrIbMv9+FNgMkx1JuF7pk5BNyNlE4mAN6zdUDTpEevfxvkrPXdNykErAUz9AeL5J1FUE1iFtjRLTuXUFTnCSYrnOLdhAwyPiqI6RcX9Dn7wZIozydAOkUpIBhAwt4hrbvfmKkkiCtNVK9vwyVeeGYjFh4BJkHwbd+8WAsoHZeI88wEtGLoaPR/7Czlg0E7XaW0T2QLn+rTFkTPn44WXN8GkL4tFs6ZjTI/xBEMNp51xkpWoYzQZDHWc0cNAsVrk5/iaL+PO+JCZHhxAwpjMTiGKmim3w/MpmRabmqL5ImuR/aC0v2W1c5R+YPjsKvh8WN1YhkEcop+XzEbFs0p6KjEZC6uxaYz9Pv5+fQgI2wrrStCFv8+a79ao12c/+9lkrr/61a+mlOHBBx+M6dMxb0D76GyTG+HH6+d6fV/TM1/plxPrLVu2xMqVK1OqUctZY9b8jFOf/Wb8Wh/r4bf6veqS1Pea1lu9v6eMRq2MhZW7rutU6iVoNKtv3ar4yY++HzvQmZgGw6C9iw7aQwZAg10upYhYWmxMlinyUBgVQbF5MXECDIRpInWYAHIUCQ0j9tVyW86sGHQyHDIHieRIpwvDWZPbp5Og0hIZBPQxwHAqvjlbG0KzvYNvasRjsjLFtqY1gf3Smh/XmpyokNjkxaA2D95TOU5fyrN596uxedf2OIYC6q59+2IWW2u7pk5LpkgLp1TOGOSrSqmFBklwKwj1rTbjBzdcEpQy5qgEsOQZEJQOD1zg3GgvuH9Yvvzwwa3q+6bkOY5yINF7s8vB5Gaf084CZ/hkS7A9fHhiHLkS8c3nNsJgT4+182bHVJkMGgl2Iam8jLXLGypUuLIpgvKMjeMnjsef/dc/iX/1r343+pYsQd+pMWlwrOQ4ptej76SBIMdQOvwtm9/TkdaIgzFJJFjD8sFgjZAjSPGdIsKRfD4gD5Ug1LvF9lnmoj67pf/YsWO5td9DCussOgM0wtfn8fvbh0Dta8K8LtlVAl1Tk3h76f9Xf/VX8eSTT+YSh7tVmp1t926cZfEynwMHDuSyjTsc57K8fzMmocaTMVLSP5/VgFmzZmWZ/VZptOcKSbMtZ43zdsr7njMaFq4ZqDaClVFhbCJKYnd+4hPx8te+Fb3dnHnfsSimcXSts37nW2iNgZgg+iC53OebJo7VRL8CcyGDQSga3SbTLoVoKoHP3ExroL4rEZGxMU9oWCJHxbdpQc+7yA3xrLocMjPqdgzBzDANS8RYDn/jnbBusfXoegLLmubl2Q66Qepz6PTJ2MK+5glYjutbshyjXefjH7HRob7jb2NkzO1Rue+atDyTQCorw1VEzpnMrfmTDWTVpFDF6VUvfXKlJAdfg/kQzuPuXUMgDTSZiuNDxASDK+RVdEZ+wciSiSjtMkBffnXLLiQSk+OO5UtixkTt2NDPiTtAe8iUKKGQWXFc5WCS4YDz8PTHj338kZxhKenr5+wFUx1tcccZHvR9fnjkTrppjIjxaQ/w2afCDPndF/qB/UKJSMM5xj8Mrhlv+lwvCZ3P4q4LGAZ0Nvv444/nDHoySvPTMBio/kDiPPHbGNec7phP469vAQLCtUqPbIOxhFj4ehCgehTbt29PZdGXXnqJLal3pt/PEv7mbXqHMTz5/PPP524YGQj9aj7N46U+W/6z6DDKpLj08slPfjL1PVQytX6GM4z0WlfjvQXwZJD3lNEYW7jK7RVmAzvrzG4WLe6LXXPnxI6De2mE1lg5aTFSB05gVXrAlMkj3XOro9vg+EtUlDMjAJBEX8RX5khKgbXDISITw8l8eKCZyC0VTfFL/U3SrA1RTm8F2cJoKLEYBoFWGw+pgOYaMX+uIWd+JKCExXh+z9zAjOcRLW/dvRPrbB2xYFlfzFvCsgnbkM5fuMjpiiiWslZtxzOPkxgC271rVzbIXDhKG9qlnJSkvNWWJNz1OlL1M5kK/1rX2mneRhbvKKj0oTrhM+rqm4OA8jc+CN9swVGP/FhadTT2+NM7gcAoUJUeTVBa5BIF26Q8UbV1GEZeyi7DwPiay1Hvt3HmzIzJHAuQW8LK2nKaGs+RYDgZ5XJKaBvSvzakipOxtvuRDXfGZCSTRclUAkeGtcnz2RZtjOdGVfxs/3SZ1E6Re/vxK/3BfqFr1MEKNFxzP69+t9q9efxWgubduiutOMnhjdp08NRR8Yez095eDqZrMBrG/zDA6b1u91FGw6UH+3lxToZ9F+5eTkx37twFE3AIZdHteTrxJ5hYT8YiNZ/T2T78Q9BrW+WIaKR441uJXxJxe/ipUyfj3LlzLN8szH7gmTi1LM151BRlIrSCvQA9Kk9N1tLoEfQe3bbrElA3E3/D6KQbtf/V+LVv1vex9/eU0TBzC2RBvdtAXopkOljW6ITwTmdQ3P3xj8XLT/wwXt29PS5g+GoDu0F6J6CzoZGV3OrKwALZDCNJGEIhsy2BCNsBsnM5xZYahmnBJAeHpXHBbKTumwayyDsZEWA20hHwzu5BPE+TlHFwi6v2Mmwcl1S0MooH7zIY+CvxMByNmv6NGbflOnv1YrywbVu8vGNbLLzzjlhMY82ZiyIceiHT2RnjEbyTUTL17uxRWFzGOuruXbvjVbZGXcEQ2Zcw/LJwQeGCaycQVoq4XPdudnYc0/Cu81lX3/Ol8dPsV+M1f/95PNMaWc+RtEvxsnxuw6OkFjZvGaZRj2wV4J/EKD/YSo3I+T72x7T8Xu9jv9d3v+uaw94oTvWvd+M1P/uua/arz/VeQoz+Vv/mu19/VnWr9app1nxqCewrjRIzpK5CpC4SpQu9ppYBPESOMs+MpXXzerlTMg7t8rAmq1nouw+mZ9oR27ZuZh//MU7bnR99fctgottZH077nRkml1oMWIL7hGu8yNjUupO4/dIvjo2RMDxZLlcbr/HzrdFfMh7Ptf8b8lZz1lEkr5O58PJwLZdInnnm6dgG3pE4fPSjDyJNmp2TGYlWM3641WDyi67PKGzH9NdG/7V75hji516OrjjFxPKZZ57J5Y1jx47G/fffD7PBjkYCVkZllJjb4a8ZNNetbu3zZSy0wFz2xF/+xX9PfZCVK1dhRIyt6DmmC/Mj3lXZu+RZkjQN/Y9i9frZZ59DofTVOHhwP9KYReym+RS0x6NBctDnvdLx6xZojOd7zmiYv4WVuZCAVmbDA1s68hjajpizYF7MXb4s9m3dwtkir6cyTcfCvugBeTnGEglJgHhwSymbe1LCIJPgcQstrLWgSw8/UCQMaRug1bV+IijRIP8EmDM00svu0WjkZDQI5hLJkIwMzyq2aTiqIGA8+l1WUeLhoDddvlOvVIC7fD52HTkQLyG+HEaXYza7VXpmuK0VBoHye4TzJCQbEz3imaRUlJvF9052vrTht5k6792zF+7yAmmX2YriULWIZTCUdjhDsWP6bj1K5xpt2dJ5SBzX3DF895t+ox25dBy/vV/cSImsgm0GfL2XGlnK0adS5hqj2d8WuZGr4ZvDGLc5/vXijg0/NkyNb/pj06vfmuPUMNcrT3M4n98szZrGjdIczV/lT88Okf2TfThy8WrsOXcl+hZMi4kwzoOXLtK3L8dUbGX0qO/kOCDkxavYufHUYpl4FLVNIfWKuB85fJDtqyc4YruHplLql4udo5XI7EfLkNUhVEpPcvRUhCqMRbjlXWbDLpDSRMIx4kbT/JA91XFdZ5OV0VCSsW3b5niV48wfeugBxN6PpURJ+0PCz7/qCpNY38bvPxMIiFMzoab+Xd/BtbmDSukG+Fz8P2vGTBjBh+IEekzPPvtTltDXxKpVa6CJZcwQpbhMd2yajW9NN0NU7GhU4/f19eUKwNGjR+PMmVPoXcxoxChllQyWHV8lfPnIeMZ/Ljs0P//Lv5wHqj3//Avx06efjiVLlsDArkm6YT+Ufusq/al0paTzxt/3nNGwYDIXFsx7SjOQZLiMcIVlhokcqHYVnYul7EVu4SC0HZtfi+89+1Se2Limb0XMRBLQBoF3ZiNAc+AgeXAHh/oNuU2vv3BmanakuWWVORFtKCJWJJzENyPbQAxDypJMiNIK/nnNJQ2Pe9dokRIMQ6b0AibD01tb2NI6yLNiqiHSdKnkOCKnrbt2xCtbt8WVrklx3ycfjpmILzsRH1uvrk52xDQkEpbV02Ndz9Zo0SwOlXr0sUfz+v/Ze/Moz46rQDNy37MqM2vJ2vdVS2m1ZFmyZONNGGwwNu4+09PjBs7MOYCHPmea/pfp6WVm+jQ9A3RDn4FemNPQDMZgY2zAwuBN1i6VdqlU+75nVVblvs333XiR+ctUlS0brLVe5vu992KPG/feuHHjRoTNFOyUOimMadTjfJsGXYsWLYr79ttvj2VU7e3tAUvVZMJS4UO4WseoJ2mZhu8KF96FYRV/83tzXpKPXQvTZDaKaqlQ61Nav8tlW/opMoR/fFRuuJew88IZuUKgEiei4VauyJOPWX/D62k+PEzPq4TTM9z1N2x55mDzws7zNxJXuPmsvmfLG56vTrOE03s2bMnTZ3hU5chh4hRkIAoVsmyVPV7GZ9ITR8+mzz9zNL3vjkVpQwe0eelcqh+7nK5btzJ1wSHyCpOUXqAjq8Nmqhtj5vVrNzCaHg7akXZ3cmZQJ4J1K7YZTp8oGOR6KHLY1VV1qh4UKpeLYkFO+Irx0BXCvzvulvDTIXCYlIEioJV6x13WXzr28l3jPOlXune+f/fup+EH/ekjH74fnoIgCV9SIxVwFa+4A4bBMN9x4HvDKizKahIQ+8Dwrshuuy1e3J0+8YlPxIDzi1/8QvrETzbSmW9kVaQDUNpN+qH1Ml1YfCJ/t0trbi73yXFw7HTMLrZiOHbkCHtFHUbTuDJFX0F/5kAjp22a0Jz4IT1WeajVcKO+D3/kwxw/35cefuiR9Lk//IP0i5/9pRjkOg1TBsHilP1NEX5J5IpXw//KdUWfH5JjIDtpz38CHLURuLtrplMbbknejlDhdMNZ9qHY8+JLLLWbSZ18N2Cz4amusaWx1uxUNjpN0oi9KAJogNNWVkQT8jYeAsHse6UtcIOuECDMnzu2Tg5tRkXUqEgUKLQNcbpkhneFEdvErZTHEEbOscHXQYxvntu3Nz2FRmKmuzPd++EfTYvYnMg6OE/dwSZi7TRQK4KBDdWkwIFgoPpKxmD5MjuGIUSbi2y5XmovVIcqZLgRy8GDB8Oa2GVSMnkPpXuKw+AusAeJatQCW4UK4VKEC5s04GTxhU3Nd3z8kH7Mybp5lafvoQlSI0RbuCR4EsNb7VfUHj35xKNpSd9iCKSfg/IW01kRV3jM3n6Xu7iXMOVZ617rVhuvuNe6XSleCaffwrBX+i7hSlrlWRu2pFnrVuIVv9p4xa/W7UpxS7iSxlwY4a7WzuafRNA4P1Wfvvg0p1EeH0lHBoZjxYgaicUdLWndkkVMV7IpFwL6ILZFv/Hrv5GeffrFdP7MBeZyV6WznAN0lukSl9RpNNbUyMovcQ4mGVOMNjwZmZf04rN6jWcWRiwRZcouVaDaOL7bSbpt+WD6ylf+Ir3/A/cj0KAVxMCxEfqXjhSwzbvgfE717fMrvRaa9ekuq571tH//vvTsM8+wLfxI+ulP/XRawpbuamMD1jVwF/KywmvX6wuBkBdgGLk97J9yI8DyUltba+wt8/W/+VoaOH+Bo+jpLxigyqNLt8/r97zMI/g6geN8INrd6TL7jUfQmPi+mg0muzrb8Yc3IMnb19UmnfFrLqssbDTEbEIvNlrf+ta3KVtnTKMUGotyWtaaey6F+W9viEbDIlhYJSEZhI3Q0sroHYYiINw5s4OOxwOCnGJYvKiPLcVfSrs5kvqFg4fTzo2b0ta1G9IqOvIOOu4WpiTqEAhcLpqPk0Zq5H2KkwxdBeLBanVqNSBAoBIAjq2+Z2GhIacqrgx8gT5Nehpq4siTd9JxqsTbFSI80iCE/tK+V9KTzz2bTqHNqGcDsQ233JY2sq9He083jcTd1hl3p8IGDdWCkKTUqkZDtYxChrBQuiD14MSWUJgIHy87YoWM2267Le7ZYvPiKEd/hYxnYDgKIl43Is26QYybxyh8KIyYj/AuTDkCvkl+oqMR/lUboHehZLZL7rRoxfB7kxT3rVsMwQpsXXEyBH7vvTiTvnNiJDV09KUTYzPpz/adTLuWtKVWln1fHh1OTW2MVpgm+a9/8Efpy1/+drrMFv+qYfftfYUzHW7EMn1bmE01xPSKptkOF7iUxmYvGW3GaUWKfPGE4UXnGUH5DgkuC/h44kfbU07xIEgj6HI20XfES8Cnqqnv0ru2Y16DaDOe16aL5cTbOORx06bNCOojUgrgcoVA1hwTLTqDSQZK2qVdu15fCNiN2Bnn9qvoA5ye4NDN3p7F6Zf+8f+Sfu3X/q/0lT/7Ynr3u+9K16PNdxWm5gR2+N/rMt3o7IO2oEHaXRzZsGFD6qYPcmrt4P4DMSBQ0DHNWbwibrzjrkCiKUDBEYUWNSPr1m1M73//B5KaFzXp0V9VhTKut33Kd7ted0HDwggUC2sBc+enVgJ1DPQzwxI6O/gGtvBugjmNoDpVzbt5x41p8ZL+9Pzup9KDzz+Tdr/4fFq3fGW67cZdafN67DfaW2P/CnnVNGofUogDzpw7cXTlKCvPt0hoMC8lhdnLzix/R8MaFmt8R35AHgHFOeesyFD1dX5iNO1jJPHgo4+k42fOpw7sJlZu255Wrl6TlvQvT02ojzta0ca0cdNQnWwq1sFOoq4icZmZgk9M8zASsyiinuzUmsZFZo4iS5myo0XJareCtLoLP3db9NRArYS9FSp62dJdiVYhwyVVDzzwQHy7icv69evZCnpZlKWk/cY9rXNV7yhEboe58tB+/tE+CiHzrxJvofv8UNe+5kNgEjhOIOCeY9rkyePn07l6jDahPwgkRsMvHjmbJs6fTktm1qQ7t61Op04fT1/+6l+ms2g1kLfT5VPn0rk//So76C5Nn/r03yNW7tqUBnJLECiQ2p98ZZsL3iOA7cZLtGdpO9ykOyIWl5yGaToIyOm8E3/F/TlekFeYTDH4ucjhkWfPnmIg1o3Gcysw0uIGXgXf9A9Gyr/fQs1W4iLMtev1hYBinwNJ4Z/xmP6PPlA+PoHd04oVy9I/+sxn0u/8zv/DPhvfSh1d7Wnb5q20HXaBr+GKdi0kR3j7kXH2fWqgv7l5100sd34hvYKm/cZd1zN9317hifhhXyh1SWMI+BwFQLfDeJxFFQwuKDJdZj02hdhNYkzqdJ17s0QfVpU/BBze7ZtqBZCFxX7dBQ0L5lUKWEbtjZzK6jSANhEdk8zzdmAoiVTXqKREHKc9lvUzGr+rLZ3bsiWdPXY8HT1+LB3+8pdSB+14+223pu3s897X28e0BBoDYNjAshPnexsEGrNj9Wo4eIv0PPWsuoKIHT3xnd8BPOUIeUNBg/eBwcvpCPnt2bs3PYk17mUIuGv5srTxtpvjpLwu5q3DBgMho72LGw1EO3YZXTSsz1ZOm435NxUZ1CnmUcmAElI+SmXmcWX4WI5aWJWG1D3KSNjyNJyN7OYs3rWXBmNqNXbt2pX2UnYFDrUeun32s58Nlbdplzlf0/Eu7VKb1g/2DkFVlSv1odLzrhjIVvUXufM1Bwejm0aVTAnAswQ2QI2zrwWexb18Lwh2tXhGK1FKEsVtroxVYgYsgRam73dJ6Ep+C91KJgvdv9/vUp4FeVt2bYrGuE9xfs93Dh1HqEWrqCJhYoTDBGfSClaLbFvezsZCq6DH+vTbv/2f0qOPvwiO2EnlEfEQ04Vf+tIX6OA2p/vv/1Ho0w5NGlKrAe4SbBY/I05tQap3HrK4LGCUCuaCZ4WIbZ4BEqvGXo0AJdLb+jlLN9TSUeaY04vQrAbjg+za2te7NM6Kcu8fETELG7zSq6kVFoROp0jTAe/XC1o0be5ec4bR6tGw4Ed8gCTxkged2pRUGMEz44HdoG7y7fyW08r+uolo8Gg8I8ni/V2e89O5WsCq5AIv0v5uqetnqguuiAJNWDzawTDoB3lyhx/tQTtOjI5gDLo1ffzjH+ccrW+kP/7cH6Zf+MX/GW2EhtWVYFj1mzmHnJ8wiWT8NdmqCOIIyhAG7iPp+ut3wvdfSi+++CyHe36UPoqFE/oHLiCYhrCRI86wL45lbcRuUI2IfSjD/Ui2gymdbnbMdgmsfYXxxcHa/iiX7cq/r7ugUYphZ1YYkW7yEAdVM6m1YlQAUUtOOmFVOm7G1dScd/xsZ5nNUrQIoxs3pMHT59NZBIC/fva59Gdf/5vUScfe378irVu/IW3mbJE1a9eFRNbIxkQCJ4w7yaW+QqDI2AKACAJumicsMw1wkuwp0t27d1968bnn0okTxziGvi51YhexfMvWtIXd0xapNQAZWtmZVEFCSU+hwg1S2tEmOAfXjKalCQGqkbLXV9MWDTRk3mp8Dpmto/gSF6+1BKpbYTblWesWca7yo4Goq1Rcr30rp9W6gsX5XeGvcZB13r9/f/rN3/zNWNHioTzemza5RDFvl26Ykl9t/guzLEhn2l5+Gz4vIwbxFefj2w4kS8BK39H24jrRtGlC/8Qzq33jLI1Qy0fIWRDlDq8ATNBZRkcAVUJCUO+gcgQ69ofIoS1brg8vFpKQmUFrtpi/K/jbW3J5sJhtpmueAij54sa/5TdxSs1LSVvGorPxrn6VlOaCZeZZSxsLY18pxVq3SNN6cwUjrhIwjGLAFNORF8cm0zEOSDsHLsThdYxi1jN9+ZFt/enGFT1pDUcAdLB6azdGyN9gfnac04fzldOdIJOXDpxLD377gXTP3benDpgQYyHgTPmFBQxMqAZMg0mSM2WSOeaRFG/RQFWy8dCPOzhAdvfL6IadCpWno6dc28gnB3vL/5b2nkdfVh546ecUovV34GCrKvRNoa2cZtqkESmspRlcnWK3YuE3Gw8nBEDhJ9zj0McMuh8avMzau2QTxvhVbnDd8LUsGv0q3M44+INUJDVp3Y43x4f+cStY3BB4kdMVF9Sshd7aQBUeBa1FXfkJyTk+KnhUhZotnGH44BEXr9ElFGfTNWy5/Kz9rtwDtaOUBPCqwpSgsnUdtUFT6HMFV/AkKya7oQAeBTDNNPwt8OdLbNv/yMMPpc9/7nPpH/3Mz4UGxC0bYkM8kzI9ANbIgEDbwZiCJ23Lbt4lX/FIgaNvSS+HgS4O28ejbMbVhc2gl1Nw8uA6Btyx6V6wQAUHWqdUlGewEX4crLvL9hCbTo6jhWliO4oyIJ0NHynP/9HPsrxhgobFsaC5I8qVq6tzuaY+gUVxqJoChuG8x8Y0oGxiaqAljdO5j3V0w+B6Ug+GaatYkTGCsdhljGouX7yQHnnpxfQXD36b02AHYwnpEpYU9bC2eNGixaFZsBP1dk7KjvciG5wMDF6IzbMuXhpixNdI2h2pC83EEjQXO7dtwbCTVSN0zq0YdrqfRRtCRX5iJ6KggZFnGxsVaTfSjgV+CeP8VWMlKCnsaIW8UJCw1rNIHx/zf+YxoPler+lL+DnF4r3wckOWX/iFXwgbD484/vM///Mo+6/8yq/EvJ55F2GjII5pFHfT1t9v37389r0sobJuClOZEEQ+kD2mpHCJNo9o+ENUOISqPRDd5cMsgw4ikskSIpAE1IUZhMV0MBrsaGSqQXGZioPxiEvB0XjQpqEijKxypxcdI2HM147SOUw7R1e5uHeKS85UH6rGlBbzlQscWc0WnhQkKvPzCgrlaVkjTeOUilpOy4OL2fIkKhfxJXTKEcXRaeFV6q57RIqIBC/58l2yMUglROXgfAGDCaYlj50ZYPrvSKq/fC71MM3347u2pvdtWp7WNLKstWESxjCaTpw5l37vP/8uBqCHEgpG4JDS8o39ac361XGGwz13vDv1L+mGDhDSGQ3FhnpacTMasjQzjdBXzjg6hSiLxQM27jFq+W2z+ZeFt50JF3X1LcNWxhhXBnx+f1v/Vm0LnKQnR6Lar/kethoIHdqSKWA7PArqChjVIoCwK0DiZfa9uP1dPkk8EDpn47ZFpSRZ4Mx5iasO+GK6HJ4/wTS2u9A62Itzn0wDTZpVCRphgGI6QTNUIGwIImE0r7hbP2oZuJZhYD6kZWX5n73Ke+UcPLhy85G1Z7OhA56G8U/hNvMdv3KkgCv1CInBaIGv+kZp87e2fnzXM3XuSeD8MsjkG237OPylnv5MQWMCgdEjN+7ERsP9pH7j1/7v9O677kpbtm4OgcGViSbvYM3nFIKmKxbdxl9hJpcyek5LQl2kLYswk1az8vEEe2G8zJYLO5jiV1uhoKCoFptRBu82kukQr2q3gCsfQXfQqXg34U7ZgX8ZDwMv+f5e1xsqaBRG4tORt8RTLldjlOWaCgR21qpsfKo5cMmn9wgdfjuSfTcCwRgahvHV7lCYdyl0J7ZJ1IyjqKZGUTEOY9x2EvuFafa6sIGUMoVuI1MtbaiG2rtXpz60FWolPD+lCcEBCQHBpCU63nqlOMoZ5VHQYJpEYaIVDYvPFgUNNBgKIK0szTWc7tbDTreBp4KG9S11L/V9o54ipOVTg7F+/fr04z/+44FIlkd3y+mUyy//8i9HvXbu3BnTMG6fbvgiZBQBw3imOXuB7GJ8RlqJxK64kqJxlGkELAhnrEwwuue2ySNkO15Gy+GGOyeO5gRlMwo2hJfNSCilE+JdV2oReUCavLudmgzIcPwEa+IBMVGsIFxM7YJA3fBNb08ujd1oCeCR55Fk5GbaRMXfv5JbLk9JvwoeAXMYX8M1R+dVaMyFi3L4c4Wr1E2bI1PLqubagLhG1IXxM2u0rMJ7Es508fKlVDd0MX168/J01203pWXYRrVPI5SzDLyJep4buJj+4qtfTc8/93y6bvOy9OMf/mC6nwOi1m3eyFJtDixkhKN+VlVw3fRIjLQbsI0yf+d3NbbOGixL6mUtK4HOE2MrmIVXvPtmuUv4Cq7AQkVYoFQtXhmS4CW0sd++F7Cg7gE9gCGf1PbKVVqxSg7Qyuv1l/G/kVe0B+0SU50UxCbL7WQdaHebGPwbHp9O/5ENpX7/S19PE/DPCYzkJ8FPT7T2sIgWOnap2xUS0mvgVUSVQ9j5qZXOrQ8Hqeg543egUY4SAwexxGxn8cto2WH2JeNjcBHSNn2LWelgoDc1rIp0OUfrlROQ78lZIg5POBvCYMZZqXQCAVxN/PjwROpBe/DpD7wn3bJzW7rvrjujw3e6Qo2C0xUT9FstnPy9gxWG/8M//Ez6P//Vv0y//u/+PbZ1rUFfuUzm67QGQoIwAJbFrtCylfKVCrLxQ1rJdPqaNavTk6xM/LGPfjRr9u1rg+/letgVZi5BIrWX9AfOBf6Rn3tLKWyoWbN/0D38wDv5ePDy2vjV+xsqaFgGC1aAZoGLW3HXz9tKKVjYeWvsWAQNO3WJTq3ECP7jqhcRIiRGzylRfTTD93R/Za0tIUY+olbIb1GGrBonL8pjh9LI3YIA4pRHLKUFEWJ7ZdxirwDUz+6JUQQNNxtz2aoChvG8LavlVrgo9fBZGqM8o9I1P8Lhan41wf5OXs3LMsmgzNO7CEOlPTwN8Ld+67fC0FSh47HHHgvtx8///M/HtIztoWGal4KgUzIaonrJFmxVko0vPkMYsH1ymzIvaHv4H+1ShQtCzkSgi20mq82XRGK6lT+MQMYW3CY6YVkU9YmcTVgqigxwy8JGtD5xLJ9/E7yfPz/IeTRjaZQR/1R0lrQbeICEy2ievEzCHzrrsCXWKfK1VLk05glvrC7yjSKXcussW6wumKrRI+HiNu+p52zoGh/druBXguZEq/CUSODnfxhmUzo30cAy1vq0efUmDJab0iiHGJ6cHoXB53o61X/q3GA6PdSQ/v7P/ny6+YYb4zA1BpnpyLlh0h0hzWxTtWSxhs7OCQMT1frmbdGocmiQ6mCKjk6Ff8CotGP+nmvTqriqrMtlEPKJi3Tjj+frRRulGK/H88p1ou3E3QAotec9T6E4moSfcbtSLtNNBZ9AuIX4EYCs0il+pVble+FT/1o3vxemcyU3whiMK1CharfsoiM3QjysOT2/Z286M9mQlmL4WNe5KLUwuneA2US2HRBRMzTXEvyfPkL+y63FQDyhT5/aPhAld9bguRpJNWtNuDu1omAtT5d8Cw0UXhTFpHxyCgvrjFwWMojJwCZgDczVykrvGlFPEkjtizCXZ6r1DONq3wk3wj2phsY4tM9oZdA5Q980cJSlyIeOhtb7vfe8h34FUcR2tCDczfQTPt0+/vbbb03f+vY3WInyp+njn/gJtPIsliAvBxmh9aFcU+QBYUUrkUKA1qRqL7VgfZxa3seUvys3Jzk5ub6egYJ4BSAK7giehXFNR3/d47b+MIcszObQ4Y/71a6C12+4oGEBS2FKB1e+7QB1s0NSmPDd287Mb28FDp9qO0a5J2B2IWgAECWvKbQacWYJwJCFZSvsimgD8wCScALS5hvpk0dB0DoYaOx7oVbFG2LwqZqrKYSNrLVwh0+/G1EXt7HMVXW75fYuQobpl9t6X+0q9b+a/9+lexEyfIo0Je8iePjUr7+/P1aqqNH4KFKxl+1g+H379qXf//3fD4tk9/a4/vrr05YtW9LNt3BoEDAhyLwLMoVJMG5BzR6MIQidIORf0NqyOLUisTpqi5NuZzshE/SWCRdGzFPiicb0Hf+C/yFkVHHs3Ln9IosQeuwQLw6Opf/0376S/uhPvpLO0AnXLe5ncyrOB6DTVUipA6/CZqhqQ7lbkDjftHCkJ2NzhB8X7o7bHZGFpz/8++nW9cov/mi3kLUifmclbOBIlD3HMT3LGgEoywzxgA5VF590zloROGOuPe1lMcg9fxuX2ymLaQ4iZB12lJSPYKIzdWoAh2lnRi9yPeA8g0Ay09gK7OkR/uSbaOc5xrWOs3n4hNuk+vHB1Nd6Of3Tz/5s+tiH74XmnDoxH2Bh3sHIqCd5kCEOtrpp8xkwisB+ZKd4s4YV/KrviEIdxYfcGMXj7fYMwFApG9T6lrcMn3kMHU8HUBGu+tXf/WdC4K7SyHDO6eV3A5fviMiP6ehm/t7Ff+E7XrMtVRte9/Jd3nUhvv+UawZhMzBb5AFhrdsEgz8n6DrXrEudG7ekkbbuNAnvdKq8GdpqBonawMdWBIbGJvsB+Cl3C24tuCmEKHw4QGyUBrlDuIBf56lpsY5llxQteAz+hq+oloLhIS3xJwSinLzI7yQButOwb5FXOKuDCRODWAUI/OjwnVq1o9dtgrYYxc09oOort3ESGce9mXATYwjxaNXrWLU1wlb+o0o0QWtoaaGvGMRQMlhdlEModmFX96lPfCr9xr/7t+m2d90e0x9Ov0tkahW8FKiChnmUq7xK+14+W+iPFmE24DYQR48fTxvXr492iJWYVSgbpfD+cKp+shbVgikUARPqFLMB8mbqG9qUmgjC8UrpvCkEDctZCmenVt592vHr5tNO285NtY3ChU8FjPyu0KGgIQAECE+EjAkMZvIKkgykYFYAI/ZnMN+cOe0O0468spvqXxHcU2HNM+bqyb+BjtMpFee4nAppQehwr48QKoivIKLmw7NbvEr5czZZ0AiPN8mPiOEVhMZ7QRRhXntlKTZPpwiP2vBuJubUiktrT5w4EectPPTQQ+kG1oMraHiS4OnTZ0ITpeXykmVLYv14qOQkBWDPT9y+2w65YYJTBYLLFySbfBMm3udKGB0vYXJ1ZB2GMJJp8BWSPy/09LkTNC27NcOgLWPUPVrPSZe3vj919q1OrSvXpSm221Zw6KRMbXAshQOnBBxRNELwjplacWtqAB9IxpmDPMpyVIY/3zJCQSlTCDzmqYWO8UlGfkPVi80OEzuEFRctWzx48woXyuh8bpmusS+XUcowY2SLJka2GWYSyiH8yQwV1Azr/D6kwS661JtoursnjMLPuFrACOOoKYcdQVAfJeAoDiSXRuFvDePYy6DibRo8lS7teyKdHxwibeGIQEoCRA1GrcASbRSVwNUCcIVmY1Zg1N36hFf+MYGaK4enLgTKbZthURPkbfYqAGoBkusd9EZb5BG3bZoZPUwOt9wRBIACzsYv6fisfa9Nu4DOtlkYR7+FYUs6Jbxhilt51sSLtsU9Gg7kiSlP+DtIH9OgJH8Jv1Z47ATn7Eyy+qkOoV+7hUYMPLRlaIJ4POdvCp4wDXFIL7ppmC/9zODuWVZBx9DUDGFcodiEDYQWWaHNMD9psaY+fEbJLbUCiUX0HZJgqlRsF6OzrVZgMlOLYU4kXWEkLV3FJoPg/CSGrdOUd8x34rtL9Tgvo4QbgzY8IqOOug+zfNQKqCWdZvmpkoX1kRilW4Wb4C8Em2bn6fUb16adO69Lf/O1B9KPfexjaTn7Rin458EfEYkXV8A3v879BvXxCWwok4Pf9es2cuDegbRp/frgqRPgCqALGEXtr5BOGIeSgCXMuQGXwDFhpkt+lv6g9N1z5chvbxpBw+LUFrJ00FZAd7/LrWBRBA6nJxQ4FCwUOlRrhVRKo2v04rsqp3gqMnIJn9h8K9LmHU5rA0c+IqWNz6XAELt30rHaucTKF+bQXD7rWQ9a/Lp3vUKHI/RSToWOUtacUq5bqV+pU/F7o5+WyzLZEfr0El615S3fJWx5Gt62KGewaOvhRmG6O4Xi5dHDjz/+RDrAoXEt7S1pGTtO7ti+M93xrvcEHA0rvBTaRhFMZujgog1wz+XxyfRIVU79cIm040FHS4B8zzKTqhFhI/pJ6DI305MtRcdnEIjeqYUp6j7a0JoutfemkS72GFnUr5SAQTLTKsS7BBtolQGCBzilFhhaE0yxCXxxmm0ailVn5kZYChzTBCK6A/xgfsJWpidhhzFY4JMmkeQhzvFH8HgnaDAgtwsvbWBRpW9PWXV5qvXIN268y3Nivp5SuFZIIU71rau4G4jIlDilo3OCgTmKUnTInZZGaUAEbj6KAOHoTJYHRbGEGzsoYk3AIC8xohPi2jzVY3XePoWAwWZ02mko5Fi3KJ8FJaQCVmwbj59NEg/gGC8G0dF2IKzNd9XLIHH5QtlN6LuFr0K/3R652rmdxf0Qlh1lAvTAg3Cj1jbCvCsaRI/qnudZ82E4w5Rnjde819r09KiNU/x0FaN5UvDo8viAksI1VprAmx30NSKkyy9H8ZdGWsAnB3VqlBUa6sAjUAsBHLrjO2iHZyNI0yQ9QTTN8mLeQ9Anh0akfmnUsNJbCBvgcWhAglfMq1CGH9WwQ55yFQaUWA/hKoC42kU8pkTQJnUgnBrJBnBZTUQdO+tabg3WXRquwOC2+QoeU0j8I9CO67Wama5obWIn2+nLcU4WMkiklU9BtjzwFsorLeUzaqZZ3tqV7r777vT//cHvpZvYnqCb1Yxq16kShZWCnTLO8MntpkdukdwC+d1SaWLg7qCHDuxPM++9N8PesNa5gpUfFGveFelTpkzcGe/8LJf9gm38va43laBhYWWspUMJAqISNqSChE/97JSy4KAVLEu8qGxoMAgTQgfAC40FgoVTKc5TAY0MEBpIsMhObazAYgAdkqQtyC2KlXxCYHDlAcSgsOGUSD6jJAs+qrMMY9nijvJpDJfrYToLryu5LQzzen5bnlKm8jT/2nfrWK7ibn29atspjGKxXam93CTMqZdLly6nyyyPujh4DstqNi4LkqlL588NsMPh8+nbD38nrVqzKq1cujyNYLhLynEHIgN7NVWWI3Y4xC+WBBuCpgTc0ebRenyUMkWDyiHoXC23qCCFR1OTvB1yQyMdr3OpGGbJIKZhVNPN1BcGZpwJ0pOxTZK3nfw09Q5NBalM8q2QaVkcZYlHCh2mz5E7oer1I/BBfz3EL5kWgopPvir3OcZoCoI3gvsjKOSavMgOQqvBpyis0BwBZcw4xGfE1ZO6UnYN22bQiNSzfEdVcj2MMQsCMBoiBHttaAsBQzFjDDX3KIUdg5FNMY9OF48r+QGWGfa8mWBaRQM59BvkLVC5tUy3KBWTlhV6uYJIqot25ElFuLNfrmD1bmCg4UVxI2QBgLxM1S1VDKeAS4R8O/0II+oH3ANPfLd6PPNlg/MpuGwXngFXfu2g9LDDy7GMJCxtm9p3UywJFijW+pc4+nkb/0rhav1LHJ81F2U0qqlTWjpt6hX4CG5DtAogWeuQ7THE91Y6a4aOQecuvXSa0GkT2Y/CQ+AvGgQ7rjY1x0gXdeCd8JI3O+3SzmBQQOYtBIiDeyN3CMPUR9yKEss4AtCZX1jWaQSDWERAGPe6tJQagY6iKTcdtRWN0DF6QOoAbVkQ24F0pMloOwUO4k8TLsSCKQcTCkYKLNAfbaTdoJr20hbT0g55hWYSepJehc/GTRvThg0b0u6nn0jN7IFxw/U30OfR3xHX+oagScjcTkI6t4Fv+cKPenqacj+rJx/89jfjO9Mir8JAnkFa5B5tVWLG03qYGBWKZfCR8Fzq88LyYf2vdL3pBI1SyExsudAFKNGRB3AhLBrcu1ajobARDaUfgPGOff+rsNEewCgTZ36an0w9/gBSyTekYPIyz3mCxILv8CNeMUIyvgJJ5FUq8yZ+Xg0xFrov/K6t0nfzM5z7inh7KQhqV2ObepqtdhiOYDpYDqwE7wFAL7Enyl4O09uytg8wQnC2I8TVKAOBVJ2esGssRCKR2db66a5Wyw7fXjwYGz4eqBdMmPni3AHiD+OT+eW5bWwM6FzrIfJsVwEuRBoKGQoThLXtfY8n7hTH6RNtN1A+yNFiBCbzUrBoJk4L88520TIOxIpgUlELhVe+lR1iG/p4B3dMxhsPk/Q3U4H46ncufWCvuAyfkJ9bqzBeI4zswiWDUQ7VvASqh9lNUPe62NjAg5uEH4zOkSUcfBphQsFIhjOF9ifqaVoEsX3b0Nw556x2xz0Q3NLfrcktUzA7aCynmfO3zHNLV/GjVHGRVjb0sJZVBSKV7F3ChVV/TsRK56BW1isEm/z6jvoV2IIvnuCFcPHCwU4rRsfhaQAvO7Jylffip3vte/Evz1q/2vcr+Re38jRtC2dhaVFw36f2C+Hj07bkKS05km8maAPhtB5y2rEeIaMJ6UIa0x7DbUIaMZ502kQh32HKieOHUxvG+iuX9YYRfmKQwJaP6diBw6mXE7EXYwQpf46SkId0F3wd4SWmbiCcABfuDkDOnDsXU++9fb2haYzpKQIwjgiUYyPdWGw1jqYiCxXWhj4HmvIATmyiQzsedaMuakeYccHNckM38hcoVaFLPJdepQLk/0xDfMm/zEz+6F8vR1lcd8P16RGmoo8ePpi2btkSdQgyIox9Xh7UWhav2jbwm8QJLK/tYT+NY0f2B96oDVG0yBeFVMtpogsvy2FbUb+Yto1vy7sw4Hf/ftMKGrXFltHZ4Qt83336raDhex7lKiFm4cMGjI4HvymmNeLMkmg24Alyz8Eov8vKRUBbQFCbtpfPcpcyxKYrBq38/DaS8ePPdK5dV4SAMGx0molbKCk8+OfSYtV6t+N46MD+dBpbj70vdMJ46ABhoO5CefjwkXTw4EE2oFmS+lmu1ct+KMZTSBHr81x+JjqNlULlJ47AXkaHWdJMOm2cNwPPkr8FU5YF5XfaG0JzfN4oPsGAVN0qRrgNfggahEVvEfFDOJB+vWEoqnfrGbEQMcrhWKQOrUjglKMzGIdpNFXhhINpODIKVTDflivS5WnOakh4DdyKp++BuIQVl3lXuFHICLrg22V1oi4zT8CFqFQupl+I4ehK2cNiutmPEVVhywxjq30zVxPBQ6ZgXVvURFg/8yZP2I2IHhWH3eNiSbiik9NKXyYnfaoB8dI3x483E5L+SFdmG3H9rREcbDevePIan1FW3gka6VTPCPhO+smgqamxsPQW2vk9OrmaEK/7q21GpmABL/Bev7ND4IRVUPiX7gyS+SuUCB8NTRuOahKcFhEP7ajdas/VJk4JOj3i7ix+P//886mRnSq733tnau9fFisz6rHJe4lN5m7YdXMcxgirAUulZ6kZepNvk479gDQWZeMbvTi2ZMfTILutLu7q4BgJRRnLajzCk7F7aahFkuVHGriH4AL4TSu6Avqg4AskbBnV3Cg01SMESUvRUviFcA7e55YjIWgiMqOuee8hfAjnFP2KFStjpaOndw9cPJ+W9i7BPiTTWo5jfO7840t1WQPTAZbU220hzrOaLOJYhggfLUUYyh01LnHL0zQsL9FelX4J872ftuVb4pI5e/nMxAUDq9x0V9jIK0oUPgBNAFIVk4AOUOVnvBuDy3eSNeWSls/adwmhuIlUjvSUIHHkP1A4J2AapllTJj+vXd8bAtp49DD6aGJpcC/W0YODF9PBPc+lBqTworkaw3jq5KnTrGy5kA7s35dWMRWzcfPmtHLVymjrUZbY2h6uBlK8EAdsnWmI/CBakgce+Fa6/Y6b0o6dWxA4sLEJVkEb0jnKSBzd23U2SpToQxvdPI5QbbSnOokw9iRcxgEYHkzDW5VuU6h2YSowDnFDocPRWd4C33BVfHhJaCrAKdXAugfj0513xS/jikd+8x/vr4aghJ/HRZkWFDIICyPUELQJLYZ1ZyBFGjjwbl9ufnUErCdcrAYhryncpoCbU0ASQ8AC/2bejalMMmoawDE6B9KxXIaTOcowNZ5TfS1Ts1yGiw3XIu88ajMtkrUoeGYmqVtheoVhZkHDBCJg7jeBV0QMWjbuO+kSDle6Anp45E4AgPsGvGigN+yiTLZ5bjqLBl6AKSCf9OjUmy3pnXFEP+iMHjoEDdpZfisdKGg47aCmwy5fIYM1KZXAgQEp+ex9+eU0dvwkS7Qb2dhqU7rt1l2kO532PbU7bVi1KrWzX4UrK2I7BFd9AJsezoVpdx8YCFpt9zA7QI9hm2Tnfuro4XSJnZMbr9tO3o1phGl54w6x4qq1tZOtDliFJYwpU0yVgNBu0V+PBlV7PW2gYoAwCe0RSDFcG48GhIw4/buJ2CFcKHDQN3FH61ZgC7tB6mWYoCXKZCgFjVUMxDw87wgDrqVoa0JQMZ60QR2FbwDcx4KLEkQ+bQgal1i+70DMCMIKThDvxpWXLLxCywG96hVlXRjgNX6/ZQQN62OHLzBKx18LmPAL/0xogC2YlBIlr369GiQGDejxMwvF/JLzgCiCyeW8bZToSAwc/7ORXp32NZfXBgHbDGBqL6DWwVUqXRo9aYBrCvhryLRlyyYOiluMtuMMWo+9aWjkEnYcGCSijjTecZnE5VHCNrHlbjeMoZ316mhF2Nf+xPHT6f/9vS+lE658GR9OW7dtTj1uHU9etiDWF1X7Q3jaTShAkm/WNjjyKTiXO1iZYLM3MRU2NAIzHcfxknQzzFXBxPK3qv4Nv0zuChYyBzt9p0xCuIDfKrsq/CigOObCO9wCeU285rITp2uHcYLVhFcYM7zM24KooA1eJdNSUgC2E7ybNywpyiouIztEnpMUNKaQCCtNGaoRgcTNymSqKnsVEiKNiC88CIdbHk3b+WdBg3mkKAgxceM2Dd4yVUZRTI14CimW17SIG+/6U7IqDr7h7I/upiTrrVxrnoZ8B1zCSGC86haeueOYg80bAQ/aJxrVBqMdfbe44iAIql/8+Q7uiIN2xwojrsQIjQbPbAAKbVR0otFl0KJ4SlynTxiCgHKci7W4Kx1A0+m+F9dvZ18YlqRPhVAxia1GfTp5+mw6dvxYusjp1q3MgXQv6kjXYTO2CK3F0ZOn0jFWyQ2iFXGvpFNHD8F7WAZKeUfZF+gYvObEuTNpiEFOd1dPWsvAxlWHscoFHHXyQTsN6cCBQQwWwGunGDQKV7DKAxJe+BbXyyW1ZGjEC3QoRWdwRagKdq7e6qKsHiF/4sSxdAZt7xiLHhyoyDPzElVjzKXNx4KL3AgPu+GC2yFACete6WYIAABAAElEQVSwueDbfC3eFdOYJ8REIAN+39ebVtDICJvrI9Mv15XeDat7nmMKaFbBK+TGvza9kpZPm6ekntPOXzlLmZ7fuRFL3uVp/GvX3w4CQjeI1CfcZ9ItlSUyYR6jbJ+s+GAd6erVy9MKCO7GG3fQ1o6UZbBI6HS0h48cSI8//Bzbxtex38fqtMzd8NZu5MCp5enIsbPp+LmL6fNf+Mv09AvPpA++7/3p9ltvTps2rGUOdBHtzxoL0pMxkKgFifxlJWGvodoz5noRGhh9KWhgXcLuhYysGM00MMGr7ajTaM4fK3C4Hb2MMAzZ4EQyBplkM0xS/HHaJI/e7OwrlluFUT1MaMJlJuBXuYzrfLLWEWEborBBvq4wca7YPruB8muzETAUlhEGYYTRFxSRxqmrtOLccAMSRIv0g9ThaNj5ZDvzBhJqnMQwzrLjJhu0XmF3wQhHdbDz3KEZsc1irwTpTRZq1lQGf9uyKkk0q/kHvZIWSWY/Aih8+CEkLHLwZCMaBmaXzzcRHtwBF9MhTqRghm//S3AIG5/zL2FM2/AnfK4UYn74H+ZXbZuAYBQnBI6qbLldKSe45kjQtixThnwE2tBXQ4PgKh6u6LIjB/lmb7UGECxLztmy++Zb0/GTCAtoQR9+6OH0wXvuJk5dardXRUB46Bt/k44ePZ46sQFby8najz30rTR2/my6+853pUe//Q34xjEEfkR8wj+3e3d6zx13pAY2f3zkwe+kl/cfSGPYkHUv6k0PH3soffCj9zNI2QFNB/UFxC1z3jVUOwx0otRLodzbUGplgnrkZbhkrpVxPKZvCBMTjdGocgLgVSE/0OGLagMDd/c8c+okwsbRNIDws5TTt+sRrjQLiKQF9BUvBXoxw3ZQeIOrUacwYp2NE75VbNvPy/LmK0phGiLfFa6rudcGfdMKGt9PZz4vLA0/d/ku8eXruwGkpJGBWmLY6Mad+66Suvb4ASCwEE0zrElIBPYjmA5qfDopDbFkRHZcblDjFIXh3NfEK9rLzowwjtTfe+8H07vvfF86wZ4dBw/sC0q/zIm7zEzGHv/GQeHBlton0isv/V665eZnCH9buvfuO9KmraswnjREYXzMr9JJKgCZW57ukM/Z6cI8oME23qdHhtLZ82cIixvMxykgjZM72RW1pQeDMgwm7drDIBVuoBDin4JEnjrJaVq3YEPkpzDiTbAYdfgqXLyCzvUnsC72s4JAY0/DuWthvcafIVDkEVIdDNnwPuFXXGpiqpGY9eXdJbMNCCNFMyP81Uw4FeQyPKdWonyEjgkmOZv/ls2CxJMXykluOOnoxTP/588SvvKb41vEwM9qlpi5w8QxHPSQ0dmZ6kSZc4pv+99ZWOaKBxwCKK8CALAHPqrDr3YJ/nItjF7rV8KUp2H1r30WP5+1cd1C3HYVzxucpkPktS3FsZyCqXB7Bgjb3TdSXkf9Cr0K9eIx/XUkahrinXSoe/iBxHq3ahhOp97DxlY7Nq9jV99zsWPxJqZSG/BrRPNwEk3GhQsD6fabb2BwcS+DAewdvtmTvvLlLyN09AcW3Q0PuP2228m7Mf0f/+ZXWcLekAYvILQgaCynM/8Q8Ro5auJB7D72vPhiWrt6dWrkYDK1LWI7VQy6CjohRYUmO1UxVY3nOHVrp8RTLB9nG0f8qjoZT1AojIfQxbvDA+Lr7JW1e7iyIm4Jh3i6DPjs6VPpDPdS9iLKdibANpq8ikX8+ZeMzUTlqQwICCvd5gGBgSsMs9GiPOXpgMOAFo8w+GeanJ/6a/160woar7UCC4UHkbP2Kt8BQxG21vMq7za2l7B/1SXAxXiuzPZsxlen+mqXV6X0jnSQJmQetVfgeCAyUAsqsJOno6s4joTkSFs4xzSHQ3o7bT0gAq3NnUZoZn+TdevWpo3r10PtDWxJP552P/lseuKxJ2ezMyqno6dHHnk2PffsK1hhH00/9en7U1fvCgg2ut1gZHb2jkgUFNzrIjbYioLbOVNO5jlPHT2Snub8gKXd7aGpcKlzK6tMeju7067bbku9S3qoB+WmTg1wIrUYWp9r/SFDUiXcRB3Mw2o7H+1IQ6KsUGyW+eIV+KgmggGJ/CIAKeyCdZEumw5GmHEYdhhxwsmsh5vYCfRYUijzJ5LigPPHMWdMGo7AVAU7mRTaCsrlfgBMTBmVm0C8ZBsKhRA1LkICeCAMBhOyLXijsXjy7mcuaeUeDjpyVWHjndpYkbisqc3Kt0n5M3vzWoKFmyHfppf1LHWtnuJEhk6pc2b98sAYSSuUz8KxhKl5mo69Wzx5r9KNRBe8l3zC2Y/CFE2uePruVeLyMhuMcsgfYyWMeCE+BYaBT57YSqcXu2JCHy6G11dsagSPFVa9QOMQztVgSBMK+voE7VAGV6eoiVu5oj8OzDwEPX7zm9/IO3ES8Ai7YHZ2d6fFnIHVyJRKE2rH5Szx1EZogIM33eG5G6Pybuw23IDLk76n6NQvYXx+iakTaeTgvr3YamDLgSFmN8vupQOX0CoExHFplEP6ztOtlo0One8G6uhKsxbqzXFpxPMPzYmkCJ26AifbNgkb6MeHQgd1lBidegkJIoQQNDTsSaR29DLGqgMIT+4NRQDKK7xys/LgIqHq8k1+4e3qFFf7NTLCUXsT25kbln/j+5Kf8UFrZDef4pStWeufQ839hiBima9yvakEjSI0lI78KmWe52zY71XJHKE0wNWBMS9hPq4Et9qyRYezMNK17+8KATvVQgyZEPgMKgOV6QTD4jrUpnR8bGudDx2yC8xE1cj0QCVrRz4uW8WBVCVW0mAvjDESbmBEPj4yxuFg59K+ExfZ7IbNwwhq+7Vyd7Sy3p5TR/e8/EL66p8Npx/5sU/D+ByRaAiKAGBYcqAo5C2D48bd0ZUuaifYECS1DQ2kDddvTh0ev0z+p5nz/Trq2hGYxk/92P24UR7mVEeH3LYnpUVsctXEIUnabqDbTWPDGKOxAZbTLj3smtre2BJ1VRtzGYbXyqnALv31DB2vyxirOZ/st4dqjbmPDMzM7e+Hhy9RrkaeQ2E1r8p1krxNawzG1k4ZFWas2BiwHcPQbfgyRnLk0cSKHI3TZCcyF0WFWE3DhkR5pIkuQyaphzABvmoYXNYnyzPZbEfBi21hR0JPYWcBWCKOrEyWZRK6CUo7ptD4GI1L/yq1CB1Ci/jhhZbLPms6BFDj6UZpKYcxZy8Tj4QrFwsXl+68RBua01xus0GiJlVwHsJDP29x005l/lXykhXnq4SvMqvqGinkAJahNh/LG+nWhOE1gpm8wfmxvoYwqJCMgQ5xFbjt0DUmjJV4hueKkhvBy3A8DGutFRgD/ibOey49bpbFehqaAILRNlCQCcNDQxon0g3PaOOMNPoBBeJF+rRXNjI2T7GEMkIXvs2HvsnREUv3tG2I9yTNohU6bQR0XRAq8m67pC0CmQJhTEthYsnSJendt9+e/uzzX0h7mB5Vc9C/pC/t2bsH/B+EFwyxyq0+uWng1i1b0xqEkzOsMhm6dDGmXbQZOoFgsoRVbe1d7WkxGoONnGp95x3vwgi0Ke07fDxNQIctnM4tETiwkQU4aAiBw3ICIwV8yyuPIlDAKaBLYXNnm2GhTYltEjRkeGFqnaxU/NsCVJRvQdqEGnQxB4d2Yq9x+swpBlFsa47AMEtLRjLPyDcS4xUe4yvl0C7jMrYoPb0d0QY0EPhiGcyOPKhT6X+JkS/LId7Y4Ag0ljVorviXYEFPtY5V/lGm7P6mEjRqO/HaYn+v99cSz2Z4rddrDftaw73WfN+e4UQ6b9E5X8UlL/fKbEe/UJHGmAXiDaFDxJb4ZKIKATJSDwUiBUYMMocsApiith3mgqET/jEaJ2x7a1P66AfuTEuX9kKsnktTT8ft9AbGoowSenu6sOPowrIcYjM+aargzCe1yuCycIF8gzujGbhcC2rWBmwzZpiO2NTfhxHa5tSCoWozTPL8qmXpNCMOp3Bc+z+AQdme/XvSedxMf0lPX3rXjTemruVL0769B0KjMoSAoO3HKuxPbrv9Zoxah9M3v/VNhJAxRl2Ncc7BGo55Xo769Jknn0xLCbdt67Y0xNkJR06dQNiYDJXu0488Ggz56OBAuu7662LO+NRx8tdYDrVrL0x0+46tyDeT6Ti7tR45ehRDuFFGOKz22bQpLV25Gt4Ew6FJYEHREQnhsMWw6aiPNh3RlraBXA5/+3pFQY1y1eDoZmXzqbd8Ro9AYOL46ggptFF8ZNqV+XqTZlyExc9NjGxU+bWjPBndNGV1nw9bI8pGXsbKMUv8ysXM9CvOcknz5i86Aj1xC+d4N4/cqfmZUzGO5TQq71H/XA/dIgfKFWGrb3OwdxB3Lbp1LGrwAhvTz5F5Ek5tmt+WzcRMLxcslzfqCsOPc3IAiLAKSEf5FexoMYQ76+VfTkk45UsoKUJGk9mr2UtWl9WKMtqQAWxSlra4rbhwDwDgb30U7nMeOJuGHZFpcEf6VbrjlEZ7pkk6VQcKCkJh2CmORZ5QFP7mzT9Xzi8kCRxi7xuG/2oLnIRsCtqUCvVDiPGICISAccrXzrTlZnD4jjtuT49++XOhGdyxbUt64vHH0gFWp8wMX45diZ999qn0U5zVtHXduvTik7vTgZegzbPn8WvFoPxYWt63JK1gq+/rrtsZAsqTTz/DnhxL0u4X9qQVO3ak1Zs5/4jyWJ8YfKBRabT+lF8BsCUAhPG1ABEY+FVgDKjkjblcCs40SRE2bIsKDwtk4ymQ+DftKRJZxDTR0qX9aYDyDnH68mI0MQpuCnUZS8hLvItWInNpiFL6HEe7qyZkxcqVyOsW0jY1rC1JBhmbIqwFtT3MPgrPSxZCCG9R9ddNwSoCGeNKV1V4vN5UgsaVinrN7W0EgQrvZKaid8bYUj89yxWojD+IHL0YDBuCDmLQ6FCOZnyIz5TyE2fCa0yqVbgk1tbamG65ZWe66aabUnsLJ0MynHdX17JSo8xxulPf8TNqFfaQBiyN7L2V8vlHuFClq0Mun24xWuf50isH01jbQ6mJ0Ybbc188eyadwzL8H3zyk2n00qX0V3/+l+zkN5ZWrV+DoWpnHNU8ePZs+umf+Hj6j7/9O+m+997NUrwVjLYm0qkTx9PxQwgg+/eli+fOp/dwlPQZlvQ++eQT6YGvfS39k8/+YnrooQfTzTfuSrtYujfCLqsHXtnLkrXLaRn5/81f/TX1n053f+i+1IEx6pO7n0kvvvQyx8DfnmZQEz8M0/QUxz3PPZvOnznNYUttad2mzengsRPpj//bH6bP/NzPpBaYWUyLAEM7tTIt1URHOAG84VkCmtuu3g/Aglq2rg4B0M4OxhNaHwSnCeEVNiK0H0kpGArQDEY6PRmhH7PMynRtOdOlZQ2Pn51TZEhgY9upuu4GT4Lb1oSjfHE8PZ1ApC/jJkS5giGSn2ULQSfiEYLAvMZZLx4xYCTQKOJGyiTth3GiXoQXBvzni4/AZfMHZuYT34SIP+MS0mSiXDwtMxCLfMXvWNmm52wAwgiTiBsYbiTCCRvSIy9rN8PZIJPM/ccOMFXdmlmymS/8gUEkS1zftCOYvewAo+zRRIrWeBGXtDWS8GFk47n6qJFzfxSebEjteRShFHekwAgo3HF3KiM3qhoIjB8JrxCNI3W2YyI/frQrchoUcsy0JBwAfDNaRW2gNKKsB69serf5F/bWQuBrvKmA8umPfSKtWrkYGwrOSSFcK6vV7rnvfWn1b/3XtG37FqZEujiY7CdiE0DtGtQA/Hef/ul083U3pA724Pkwxp372ATr1JmzqZHdjP/pP/ls6uhazF49S9Pf+9Sn0v5DB9PBw0fTObSIN6Mt2XTddWlMvGYNuWUJTKU80oFTjm6wPhk4gK9CNXwlpkMEkTzLO/DDugMn4VnVyYdIImTj3QYwni44eW7XIjQ3S5f2pWee3c0gA+3E4m7gSzlMJmISkDjBMyOuP8Ke85ZHhhGkjrLTKAMNrmnwxLwCrgZT+IwrP83TK2rKR0yBhWMJl/1f6+87SNAIyL9WuFwL90ZAwCaKZhKZJTBJQaKULcuqJc745ydIwFC8G8aI+kM8dFCx2yZMIZbOwQzqEFAamH/1HAGZXJ53hLaJFtMgML3YEhiGp8Di/KodHvxs9nanT4UMV6hIvyQLb/aAP+IyTTPJVMQI26lfOnIcTUpbTFk8+fizad0GNhhjKe40W3dPMYp5ll1PP37/h9MGVLNPP/NMmmJ9/Cqsym+77ZZg3EeOHMZ47T6EpJtQeU6jHTmRHn34IbQPg6mbKQ6FJQ3b4iRL3sdgkp7MKNTuvevd6b5738sx7+eY2bkYWpwPvO996cLESFqzaWMaZd+AIwcOpEuDF9BgrGA1zkAaJI9LCEinz5xJK9q7YpSoxsFxm4auMlDnjB1LCuncOsDBqQwPZZOB8i5jjX0ECDvGcZczTANN0tnI6gwjY56ZzlNI0fFXfvLJ3H7xkgFuJsTQ3Y4pluI5EqMNLYfYEKNwnvBaPtSo+MCPRo3cAn/woy5OTWV84ps0ZbB4x20zKqSIZTJEv8sVWgkDigj68G92QiFGkvip1veaDUYghagQwDBMjNFfxC9pmx62Qh5ORzvqFYJFpDo/HdN1RG+ewikQECScBnZOM7hVpRukKTSoUSKhDBCRU6GOh7juZXynv8xQN/syhWlpRBy2LJ6p6t4WWTOS8zauu8Iaz6nFOvIJqwPjk2qEBcbmID2F+E/GhlIIcuwfeZK5eKWWYwqNxIRPAUG8vCqLuOIJYVxt0gZuN0AvcWYVUwfWF1kBf8RMnjvd7wKaEu/iaHZS6mQ/nrt+5D6anGlFaH316tXQ2TpyIV3othMt5gw0K+5sZpfN9Zs3Ube8qip4A/ZMQ3z3MjXZ3deTdt6wi7022MkYw+4RhObxUfA9yifsECyott8NlEkthscVTCJs5aWn1k34ClPfuWwfb+IIPf8Cb3kCjJrLMMbxyU38VrYgb2VwMHT5YppgSjSmqfSuiRWawohjq4g30CR8a4Tp1AP79qR7f+RHIFWnILNviWo7KsqRUXHiacrSCb6WIb5rvL+P13eQoPF9QOVa0DcIApBdQWgZDjhfkHyWgIL24gfSyGNfR24xjwhR2KFo+OTOeY6Y7Dok6SZWq9hpS+CxigRGFgZXzFOGmAKjCLIiaVP3kmn6ro9difYIfrlqxI2uiJI2wKjeddddqa13UaxQOYdW4msP/HV68sWX0927bkjDMOg+5o/7evsYLXWkFXcuSYux01jc1Z1+9jP/PcS/L738yivpOXY5fPyJx9MN21m6C7NrYcrEjtl5DLc/b+cwusXsGVCHbUULDDMMOR2VwHDqvGH+LYTrX9ZHoevYTXUYdalHomWGZv/hRkWecCyj7WprJ2x/amXPkc7untT/yZ9M/ZSzGSNaOwA3pnOn1Og4/KaydhnCXKjbSbmk122h6ydHyVJWzimctF+o2unAJoH1KM/ReoxlYfxtM6MYx3EoG+7uVzKF0BG81cl4MpKvWuc6RozmZvvEuTF2oNx15NVgZ4Xx7yRwcRAW8/Z21sTXoI8i5csRsoXnAjvi13a0Q9Y9tm7G3T/9Y18TQGU785kv8CpwQyfd7CC8qoeOISDwbbgcscqTzzp7RS9xOhch8DmMB4FBbPSmO3VTHZ9LUwXF3RSzUBy6ADwU/QwOzoIHWTAGx1m9YYdCE9tiFMsa0fIk4Nk8wlga0XZAwdEam7abu6kBMyeXZoJFHNXeyYm9tDHxYhqNMNomxWoSQrp/hZ1GaLvIgOalzREewRurooGjGhoFoREEoPHGdp5qw4AltBAGoKi6Ll8eTyPT2AtgpDlJ+mX3zBBaLR89eCM0EIlCu+KB2983BA3acYNfIIBaEHFAjaOHq5nHKCcMuzW5NZ/IkgACN8vS0fJ59pV4DCJREy9Kzf84S2HBcoQ/TgWnXnKP2HJfXEUbOI1kM45mUt4hyOK4dPxiBpHkAg+EE/BwF168ougVBkRO/kgbMeVAHiH4RkAhZ47lCkiWDxISbmpjOXiSJb1jDBa0zwq7CUMZ0XSiRlEYnPwL6mJwVYcdyqV08OD+9A/X/RzlRyNIeGnWeFGeCG9isxSU0yM5Uw7tjN41l/EjjRq3q71eEzSuBplr7m8sBOyw5JSiOZSdOzIIR6bNJRlJynYF+RuigWHLICsHHoRhjldmkI8tNzzsx45LGgtWkInaTq+knRl+ZseSXaz1J7QMzU4qq9BhxoxcWto7UwurTlrZHEwVb9dkX+pjF78TaAg6UHVu2Lw+lruuY6dCl6g9+cRTafD8hbRp08b0x1/80/TJj/1YWr9+XTqDNuHRRx9mHvVcWsF6/2MnjqWthHn+hRdCa7CLw5S6EQ7cvOckBqcT4yPpLEZhZ7hnYLBZPU2ZqatCwXLUv52cHXPy9Ll0gukXj3r/i28+mHZu25rasROZhmm6hfsOBKXjZy+kLzz0QFq3bTv8m45KJkS9q66DziWzwUYYXrAuPPWfsLNHo+FBU2oE2EaIm1EscHBJ7Cgxj14cTc+wzLC3fjzduIyN13qZ4x5jS/gAO4yZdIq9gIzRjkThyKdi4rS7iZGvrWWnqMIXUYXdSlGx29YKiCRmvZuYs7cTt7y2ob/GNE504zBGsUMfChx+CjOZHVdCBl5RtgiXw9vRknxGj5xs9jVx/MbJPOphIQzIZSeCV0wzGD/yNB3v6IyzUCwe2xcqUCg4mURJJHA8vqkjCSjiTSpIk4Yw1j/XEMgRcYiEBkbA45A46GShH0/hVYumfxPw62VE3Mf0mPmdvzSQBi5diLZbt3xNdNIXhybSS4eOhkYqRHVoZZK13+Y9Q1vP0BH3s4pjbf8KtsLuofOdSgePHkwHDh9KO7ZsSytZ1aHxs5vjPfnSgXR6iBUbCBMN3nTuLmdttq507IewMWpY2kGboUGhgu4JoS0UG32yJBRBagShkpVkbudvG1kG93dpQbOgIGobuo1+E8ZQ0p6wE1yTCGIKGK2MCKTVonFyetKdgz0gMwRT2oEsgSGCJm4T1KXBOAj6mUXk+NPwhkmEI+221MAoFElj5geUA6ECLXBw5ig28aIcFSfijSsQgAdhYtAEDLTRiOkr8Zvv+ZecJ7vZ0g5yPG6hBQ3Z+PgQZlYjgSxZWBEPqgwqSAkHcca6D6K9PH/+dJw31ct0izuiCmj5YvBYKwL88lVbDjDAdjFc5ev77Efl9loe73BBo4BvIagK0Be6X/t+PSEQRCTeg90x7xgYzjuEWTqDUp5QVUP8Glk1qE6G4ObmKmU+dE80q4w+kgzClDwdxzi/SmcR/oaB7gzsvyNA0CQ+eTbC5OzgPHq9pYnpEQh/lAPL2hnB1cMQG5gvbmP1yMljZzDWWpzuf//70gOsQnmMKZKWloYwBv37P/kJltktR0vRkf71r/9aWoa6tw1V7WLmmD/2k/cz5TKU/s2v/uv0+c99Lpj27bfemj7GCpYe5pzvvfs96X/7F/8qPf3s89hYIHhgc7Fl6xZ2UmXXQwQbz2hw2qijoyvdgPHa5YGL6Vf+2T9PqXdpWrtxfVrC3gAf+NEPp8cffSx965En0tcffy5NYny67Z57UhMdkJoGdwmNKROYtdNQwl+1cxieAYzCAtUCOOqdxEBzEq3EUH1bujTdnM7CA/dfGE7fOXwiHR5hNDU8le5YTN27m9MaZrNb6lD7MvTznBVhPsUIy8tRlhYHzXSIwdwUBigPvYJdTCwTHG5qT5dk4XWtdFydnCLbnMbpwDxptpneoYnRbAdlclWP1G1bu+JmiqkcR4Puf6DA4sh2jKcCWAg0hGu2nkRSMFHgaiWdLlbzqNYfp/M5OzSSulFfa3io8DBJ+OODo+kko0UsfNL0GLhnwYk/Sp2mEOY6SWPX9vVsZY9wRAd8lh0qXXa5DZX+WoxzFekef/GltPf0hXRxnHLxPc1o1VGnhs8grsNtDhhck7Zv2pA62xiVU6ZHnnwqHTuKMS94PcXo/TJxjp88m779wj5siiwzmE2e9I3ROasp6KKj2kq+HV3WjzIyZXfp0iCaFbRYTBN0NHexlBPbpnoNqskXGDQw/aWQ5mjaKQC1ML0I1d1tLIWeGmL6DiPmpYtY0r0Fm4FOVnSNhcapdUln6r15e2gspggTp54CGWHpUvFLQ6Np9yOPpYMYKNIY0A02IExPQF6cTTSYXnzqsVg2ftPtd2KrAc61UB9gcvrI0fQKU4/bt+5I23ZsA0+IAy4RDbCDJaBLg0ai9vJ8Z1ERLBARhAfN4/hFrWEgCO2lncM03zFFQ7gsxqg1Aw/BkaJNGAa3JhBiFFLUKo0zjWdrq3VU5JAummx/06PMatiiXIbhqn2Xt5ExroSZZWb5OwKbsoxIurPwFNz2hLjBD3ig0mkE98eULYmipxe/tH/QLe11/PjR2Dn5phtuDM2PIUK2MYGIwE/grT6mV105UPazjsDjB73e4YLGDwq2a/F+KBCQsF51ScR0ROFXIbrEYf8XBCWR2FmhPoWLTaMPVvp3FBD+dD4xtSJzIJpRpUvHuN7VJ36Qs1wIv/ml0MFwPk1VJiPTbkpbr9/J9MEOBIau4BnjHO/Y3rEove/ee9L7331PMKobb96VNmxcy5LTy6TBiJITFN0ISE74SQzV7rv3bpg3uxxiZ7EUgaMXYaJhZUr/4p//s1gzv6irM05d7GRpaitnLdx2883pP/zGv4+VJo1MhdRTjgbuZoxdf+kXfz4EjWlGgTK7HQgaa9asSx/4yIdjfrkdK/Vm0mgi3j3v/0Dadeu72C9gkLnfrjTDBmNw+4Cd5wPlbc1znYVWQF5mlyERkPNrhN1DL4y3pFNshvYympp9A6Pp4OXJdGyiIV2edq6/lflthI3mqXRqqjEdH8Joj2WGpj9J22iFb9uZsHuMLKKT6OK2Q7pABz5C07e6AVpLRyyVHKMtjp65kOoYKTefHog9DVz6N0NHqCDURr23rVyZNq3qR8PBXiqjY2n/8RNsN30i3XrDDRjNdqehwWE695fTYYxyL7BMMDp3K8hqHI3e3CCpB6FtO5qm9+66no46sY31ibT7+T1pGysZ1nGAV1dbM/Pew+nA3oPp0HlWFLFEWNV9aFPAk2nq4FJiT8105MhrCDlthFvc3Uefmm1qNJhdQ+ff2LOcqQTqQf3UTjUw4hTt7Lg86M9dMN1MagbhxY7whutvjOWO507sDzW6Ux9rmAr7YO8q/PmDXvI0BMIirRcH+9GOWCjgZ+c5nZZgQNzTiUaBHtJt8ycm2MIfWO7YsIoYFb3YAVGfnIb18OBBbShMk46W0f5itv3vQogO+4opVjGBJ+1UvrXes1TVCog/UJv0RXpqJ5uoaztTPk0AR62D0zhOf/o3Ck6+8NdfT0sp24b1CDCs0HIDrmGMq5967JH00Jf+InX8g0+nzZs3xFTpBJoWadcpNSCWO3kHHZQ2+mPSd/pRcUQbFKcZpT+NtMV1YlImF6pSZ4QZ+9MJhLCgAeCo0D2CsCedanQ6zJL0GbQftotCqf/TGKHLppoJME2mnikUWlgSw5uLiAb1GxwLiISHWgMaQNhEiSMwP/I93Mkjx8cXYWgagbm+SZhJ4uQZV+Zjxo94EYF41fMEgsaxo4fT3XffSwjKrbACDORmti1JRT6RVPxQRh3xlqZiwDfn+QO9vWUFjZAIqfL8OSKBK3QzkGOuEETy8l2v+eGFr+F19yl0A+w6Xbv+ziFQYDw/YV1jhQFI76VgEExJMoYoVfu6tDW3lK1rINkDb9GomZnauaq2dBndbDPKrSGWSFm7DcLE0dE4SMpmmXOFS8gc/IpyZFHFz8iJdDSc00/1p9k2t3YwjyxDs3OAjcEXxLMW1MTN6H81WJNXLGJNfm/9sjyXzOixAeOGacItYhS5mEPkHCU6x2xn4khaY7kN6zcGY5RBuhGYNhNRNIxM17OCZdyOmuGfo2pHXs5X99IBOj8NG+QPhoLw0u2SXjYQc4TtqhFHlg1oA9oXsVMhWo++JcRhRHWZoeAoaUwyVRHq/Ri1mQ5/vANCypO1GQF+CtMAcx4m7lNHTqVHjw+n54ab0gXOlhlXFU74GUbWGSgz6ejgRHpkZCCdOsQyw+mh6Fwa3BmSutmjWuduOqwN/Ryux1JhFi2mM4MnOWdiMi0GiD1NnryLQMXqh0m2iPbMiUbK3II2pQ23Zjp+d4Tsgon2Mp3VSmOo3q6jLdZQxx7q2ssNj2b03ZFuQ0jcqeqceqh2pxRhwyCeiQ/uNqs6XQNg/bas7E9rsfh3vxLxx0CLSee9N2wFpgqzWQgVNrxGGr6IAm7wZJrNpNeOANOP4BS8ibIomKzg/I0l3Rkfzd04OQGehIn9ZRj1T2Nf48FaamN6EBgHgHMTSNYI6rbQrouAWRvGkUY2P3+IHndW52fxIbQu4Iz1UiNly0o7dlTaNbQ4f+FnpCI+EEKEj46MNIJXSpc5hAKCFkUGdHoj3KMYxsnTLiZoFpm+xE58yHs84KYfIgnxXQE2M0Udp0fZi6Y17XnpxXRLZ1vqbEHbMng+bJrqWE2mXQrW1+kcBs8uT50ELq0UYf36FWnDujWxXfcomsEZOmY323KVxbIlvWnXDdcBz7p0kQ279u47GIemOYW4jKmgHrR+1vX48WMcxHgEmvLsJY50w0aj3oEABtsXmYY8dJizUy5dDtj1Lcf2qrs3XWI30dMnzlIPcJ6wDeBGE5rNWKEtMIG3Ikd02rxTML6og15oisLGI0JQgIC7XsKvegJ/N96bpD4u9Y0VThCZe91o+DoLV3BRbWzeIRZBm70zzrLC7BKG5KvXrDFmCBlqfsVKc4syRU41P5G1JSCEDWe7iAOleDz1LYbGNTGv+PqWFDSKcLCwRrpL5F7lmQUMGzgDNPvqXwWsHJyLKm4l/drvnHaOU9xLWteeV4NAYOvVPGfdheq85oi2qhAZJHfuVhap+l7+BXr7A4FW6UsI+LvbnkxzSuM0LfHtnBk5TdO2EqedpR260rwCzGzXgJuHiM0p23O6EqWXX87liwPxTifkagrLEyp0KoBTdB7ONIxR3ia4HmIPy+Em6GiYm6ZTdPlkvVoX0hunDI1MN6i2dgdUcWrGNO36SMyOTsNWjTMpHn4WhDLi5nx2OOpmnWGc+QwSoGBBYDzivQxf5had6JSdP5DjjjoIJ+I78g77FQqlv4wln+hqXJihQOMyK6dVHBHl+PB5HNsYsW9Y3psmWjpT+8B0Osa8+lmEnQtMA5wbZZKjsQ1Vb11auqg53YyG4Nbl7alx7DKdNe0RbWBbUH+Yr2seWhtQ2wshBJi1K9ZEWWIay7pPjaRmRqFbV/czZdSLkNbHhmYIGhj5NTGl0OpcPeVsE96WmM6X2SymnJhi6mRKC25np2h6fXReiwgboKRC2a4j1xPnfCnc0k5UnPIqkLBpGukVmBjXzZxaIzfKzPfsJZDiMsLsR3aiDSMdvowiw3fUTEBu4S3e8Y5ntKGdFB2D+1H41NYCDAz4OYUXe2vg3kwHndc+mA4CQk6Cd3Ex/5pNxkDrgWP4kSeIG6NX8Y+IesWqGl7yjrmG1R2Y4FZ1m+Qi3fkr7pg4ntzT7v4ZaZiP1JsL44Ai5v2dLpgEDgiH0oneefWGIghtiOZpzaq+dPjAy6wu2ZgGB9h8j2Xj3bRj3fIlUbeJ4ZH05a98laWwnDnk1A7alYceGkr/+Bf/J44aeD498NWv0faLUhd75oygUTxy+HD61f/9X7K5Xnv687/8yzSAJkrcd1WJxtM/+z/+XGphCvN3/st/US6gzRvTeTa723v8ZLr3nvek+z/4/vS5P/qTNIoWzGmMywg358Ym0k/d/6F0lrOU/vT3vpDaWeGyZvvWtH779hBqqRbAyrToq/XM6AC0wlMHPWx3Lz/Cgad44BeCnDZQ2DZZzhY0ktpryN6cdpS+pV0L3YB7js9UIrj58ksvpbHR4bRq1Uq0reAvNGdeOeVKeIjssguec1dF+9mBQDboD3i9JQWNq3X0wawlkgogscY43kFz4CTzLRe0ygWRyMW5ZlXF8RWQJ45pZQGk5BmdTeUeQa/9/C0hcGXslbhiCR5EoWChsGAnnJljbh88IJwcX2bmKNqTQA0ZIWBqbtzFmI+AEBgELzHG8leo1JF6tKeMm3QUVOLMgsgrVyuTZamieeVbK/gpRs1qE9pb6NZQAdsFm3eo8nlOMVJRI+Fo1w4jq4fptCiGI3lxDo4hj7dfJT7CB2nK4Au+zeVMAvwHPlpuonqL48YTXuJ4gMP8SFs/AICvD96r8hnRcsosx8lbrYjs3okObR0MaxzLHaNXYGtX4lyy+ZuHeyuMoy5uxnJiRfM4m4FNp+29MObxpnRyeDIdusCUBVMoZzD6O3p5InUi1bAeJi1H8GpqYAdT8nbUZakgQupshsCLzsJ2cK8GWiRo1u8wFJxkA7OxYWwwZrB9YEqFEXwrQkqrUxZMu2gv0AJwM6ulBjYVl98KeEAhu5EX4lt4R7bWCV9vwFG9kT8OkYSww6MItlWyEVI4eIllOW58EtEWMT6/Afv4CE+FVsOWdCgV3zmdHEeXXJ4cJlqX0tvO1gEVBs/YDTSsi1ShqzlAMHQfGSNXpRGK5cqpmC9p2IiUo5Qi0jWithmBXLS1YURO65gTDTw1jLAw7byMU00iJTK9jIBE0dc8jEjY6ODMjyx8J1yA1ad4VWUhZsbFSpNly/vTsWPH08AAU1znJjnn42RspjXNElMx0mmINUsXcy8NQeMURtJPc/DYKWxV3AlTofs97Oy5eePGdO7c2fTFL34hvbxnT9p14w2ph024+vuZIoJp7GUvmge/83C6gJbj0gnmAHH7yAc/hDC7OL20/0Aa/Npfp1GWpz/JUQbn0Whcx6Z3S5YtRZsymB586un07O5n0wqObq/j4Mfb7rsj9bCpVnNbR9j1gLrBIwrsbcGgVkEgaKiJj1xr2rWqfsAd9wjCj80wzF4YI+zp0YEtVxPTpU7c2FbyRttSelYQ1a4k4EOIV/buwWB3PK1lw79mhLpppgUj1apdciGMm3EOz7hyvuJa5gfBq4rnD/B8SwoaV6tnbjiRei5EeZfxxihXIuOS1G38SefTSiMZhqtWwLiSYLGwE4hI136+TwhIUeWeHzXTGr+z7egLBBkMcC5sDoef3gZHuo9j0WPkbQziMOzGdIJpCVTezCkbUFKPjtfeHYKLjikYYZXWXBbVWy6LnVMOSxoyCj+QIM6fOYPwMJk6YC6dqO3rUWkHY8VQ78IAuw7SEXaxEVAL9hsyhiiDHIhOMTqnLCHBGGEE+vsEF+EbzDHDxAM/iYaXVQ2i9yVYVlSBH5gF4aMa+FjLkKFxi76Db91iCirCkVhUy3lr8kJNzKfJhDu/XJFJfo0vUoCgMn0wGIWp1bM/ByaxqQPYdjK/v5Tpn7XtzWl7T1u6ONOWjlyaTAdPDaSljeOpPw2mFkZlTZNsow5jq2PUS+ksKXfUjDLk5ZMC1yWVjpath/4NwKQRem1AhazhZyNldp8FT7FsouL1tiewzh0eSVsX0+Uf6IgNAUtdbQfrWkbtdnyWIq6Ip2cE5EfIBfjnvHnTDTSIYKYfDsHAfc1xwn3WLQcpaZm87/mu/colsfNXK2c/EksmwYvQNkXD6kb+wChOHqY+sYohSkSipGq6kb+f5bL9wgcHAoQ4EIhDeaNNKn/8gBCBxNccLl4sk4Jf+OXUxYfAnsJsq/TN31cFInfUiHYJClLbQQpKJ/ipNYqpA9KVLtVwsTaFM0qWphVoD44dPpIm6GA9pG37xi3p1Hm21Ke1RpgOURN1+iwrr8CFAW1uCOcSVVc9ea7J8tUr0zKmveoY6fctWY7m4QJGwBicook4feZ87Jh5lA3rBjhOfoqRwPPY7vSyM+gyVn4tYlWNeWzesD6Wsx46cgRD1aG8ZTmwHyGffgyoPdJAGLSzPHwFRrsNGHmPjMFjYDfih6QuaIJ2+BYo0bbgbVzgR/C28CLgLNx9t/1pB/7d+2aAIxU8n6WVHY9z56+AqaAuRHM65qVGdIwVSAf3H8AwvCOtYiVcY2iPZCK2bG5dc/BSy2Re+cptbjkJpqc/ld8P9nhLCho22JWuOXcBDoxo4RiB8T4FksYJgiWuDJ3LlET4GLnhF388VX7UChRqQ8p3yad8R0LXfr5/CAh874UXhCVtQT2B5MLb0VxFShHabiHYnAQShINztKnMirAk4FrzU3Ryz79wNC3rbWVXTNTlLO9qR5XqiCCWqZKKfNtRfR7HixcybfKOQphdLmQmTjQShNeL/8hz/3PPsbrjDLvubUrbt1+HtsJ5fJgZxmvf/vJXUm/vsnTdjTelRVtY1QHnEd/MM8ev0uZD9iviymwpQZD9dEgzwsHMKJlCifWk0w38nvXwO1LMZbf8+vkkTuy7YfoVU4919Ph5JozGcdbNemtYIthlOcH8eZqGjCg6Ab9JxmV8nr7SQFxL6xkzunsybBNLWdsRtpbwvZQwm3FrRPhb7HQSHYJtqXDAeJgnuhSLaWT+LUNorwBwdP12RP5FJ4Qf7rJIogDDPG4LDZCaK8qUuz7TMoQJ5nR9m8uH3KhPhI2g+pa4BozP6OBj+i0+I4V407sKQs1mc4zwOc/yW6WTH7O/GY+LX4mfyxsMv8K7jAGECxznqTuII6yEQ7YLyVMPxhZnZiXNgJIddilpzi9DL7/rYx4Kt4q8wsertkThNPcTFRcSc9AIrAl3HRVb46OCr82gm/xVnFN4jNjiMDhQtDT44I8T7SxmoOrDBqozrWBlzsG9+9h1dyKtXrGKww+XpomGA6BpQzrAlMZe7Cmu37IpdbERlxQ0c4Sl3yQ9Ic4zraZg5oZcYXgM7BxqHD9xkh16n047du5MPaQ/iL1FM0a6k8QxrEbIQxgRN2MTc5lN+M5gnNrHvjeu7PIgti6mdfrQooyhKRgdQcBGwxBtYn52HJQfzCYvdEwA1aXEYegaQLOSYrT1D8DmFuLdtgnY8OsV5Bxhcjj3whgYGIhzXVqZLowtzCPnTJ9VLNKBpinHscNHw86kC4PyRdqL5JyCjqMMtpdJi1/xYv5ec+UK2qMMts/f5nrLCxql04/OiAZVbZTdMkGKz2MgzRCHR02geh3DuMwd4DSokgHXOZ+LtNsCkrj8rRlJUQt+LdZdJijR2WkVQUNaFxmKW3xlx79NO1yL+yoISDz5nmVCgeyZCIIY7CTVKdIe2iXUoVKXqIOImYJwjf++/cfSf/jPf5L6upvS2vWL0qrVq7D672HOvh3tQ0ta0rcoLe3rZt8AV1zAmCG6oO1SHj6KIZwpz5CuRqET5KN9BhJsOrSbMxPYcCvddVdat2J16mrlpEWGTeePHk1/9fk/Shu27wzGtHnbDhgOIyGWk7qmX+JvAu/gmTGausRov4WplIscANXNKKSd8xfiJFWrSLU9UM2D0Lq70YxQBkdBoDtMeDKM0xrUpIDPlk2QWJFJ8H2IuWw36mrAkNRNpLSHmMTWYQI/1wOOsWyzFT8zUa0tw8/2LsLfZGSc1p38giHhj7tTKbLHGJcRULhrpNeAIV+jfjNjqZsy1WHoqHDgNEOUmTzsZEiF78gg6Ik38vDXCpsvGirKGh0QZZDxur28e6Uo9ISgbz3JGQf6YLvLXKbQNQcQKGcJU31b5urfyLyap6nkLjY+qp9aN4UTr+oR7+pksmuUItz80a24X/kthw/+UmIFAIw4FzMXjVBmin95GiXX1BKKmZWWzjCRc+62omYRlXB8RLsRutTBNo0YBozA8RkftqipexUYlUBhdG34SJsfnyQqptja2UEhUj8wg3aMtuXblUYxggdXwtib8O5FEkvUxQlojO1pWbbbmnpWrGT33BcRahFUe5aljsVL0hCqnDHSucg+HC+ijVhCmGmMNkfNC+PnU5wvNMQ5Qa7ogQXkZczQqbZT5jOAkejLBw+nPgxA6+2wmaZpwGB6z6FDqZ/9bl58ZX/6zqNPsEdOWzpx5mw6yHLkxTsXpy3sE7L36Il0EXpK2HdoWH0BOlrFnjXnLl6iXtTeqlMOhSXXB2VBQ4EeGhee5C/NxmACnPWK2Snj2ThePAJufCt4SbNuKKaQMYjQsx0BSVsSV50ArTzAEGf4JyLoww1/eOKJx+BzXfC8NWhUF1E2qdA8oGPpyq/IkoiUOfebFmDukubkv1XAOY/v8+0tJ2ioLioA8ZkbzgZBNgYeozDrUc4BH+MeYRnS5UtDLBMc5iTMYQ6pwh2GO4mQMc7tMiSNZ5oQMFrYf6AVAaMN63UbsR31r6dmukFSG6qwNozNnFd3HsyOQdsO864VOIR9ML/vsxGuBRcCYnxQGL+5XUVuO69oZ6lTd4nI4P4SvLyHPQLtohpWEvJfshpFyHxl36G0l7D7jzWxVPQwBpYdzHOimu1uSVvXrU47tq9LS1ZugvhgglB9MMwoiil4lXJlZuG3rN0zUGI5JJ1/A4xghDnbAeaClzFKoidPZxhtqb2YACcn+XaDq0vnz2OdfhS16niMwjZvXM/S1mYY4xCGb4cQenrYhOtEWsRmWzvYH8OTKUcujaQL7L9wnNMmJxjZ9TB3vJZDoeqJdxEGd+rUWbYpPx0rIjSua4NpuhPpOHmeJr8jR4+B9yijEVxWr18rkqJCPp/OsP24XcMQzGzthk0ZpsJXQpLBWftghnZaChnUXGYOjOxOJiuGassIJw3r8hJGPmwbdMfZ4JOUKiHAOX3EBPyh1+CwMGECR8cTcLV4RI4gCCMhc8geaVzdbVeL4B/1IDlufowgs7XUfpdChQs/uhsvwvJS0uCblAOvxBuzKwKF2RmHfzPMd/gbXseqePk13AzmZTaW2shV0Nn4tY6RR8QgVA4++5SXlPQMooCoVsDOJa8icQzv6gGFQ0MKFdJxTqW6stZDd8MCAxrO1kSmznXAI2AJUNUICTibJZqZkD4tY7mM67d7rVge8UBbpQCcgarAkaZp4RH1r9rG3EOgsH31odxq4sSFSdPBqZ6VQr1Me0wjBDSy90rfmvWpG7+lrB5qYMOxbjYMa2MvD6dGejm6/YTb/jOQbCadZctXwPtZpku4nr4+tBrNIXDMIMD3ooVodw8QpkTWbd6cTrIcexghfRLadXv+cxwNf/OGjRhOrkrHMTx175QhdtdtpjwQV1q9YV1ayUDl2OnT6TTGn2FstagzdTBlMoDQ3ke5xCDGPGgS5BUCL6oYkLARhIjcI2stK/4CDALE0YYZcQNuwEQfW9Pj4Ucx6rS/cn8ehY8ZVDcR08gRFthpEwYdKpgcOojgxMCnF8PpZsovzWkI38Ay4MjP32gXUqE9g7YtcFz6VTyAeFWEyu/7f7xJBQ2BLSisdCYaJV/bQWYW0nEgKABFPT42PJHOnR9kmdNljH5QL4FAZ1nydPL4KZjwebXFCA2daCraUOti/Y+k0OAWtaTnCNi93+0IxllHrqDiVrMa9PUy2l21elnqX7kMJGcpIts1L+5xXwPTqrQeSI5l1YCMIZikpcb9yldGpFy3K4d4+7jafrajN1cgdfVafbr5TW5jEb20uASGuxzPXsXOjq2n44Ig8qgBP5xVxUu4ja4tB7QGPYXNxBh7NQwOTtNpDySUGRgpojI9NcGNPUXdGftjjDgb0oWT54iHJqFTS3YIzuzIqHRI4ojE7AoNS+A7GIMAYfkkUJgKEXbs2slR681p/759aQurKzTaep4Dze687z5GIdokMMfK5kjfefQ76eSBI2n1Sk5iffb59PGPfDCtZ173yJGj6bd/93fTB++9F+0Gu2mywdfP/cxn0rtuvQWDrlfSo489huBMORGCDx06mD75U59CQ7M+vUAaDz/2OMta3QOyPr2y/yAnwN6S7nz3newIeio9sftp6OAsAgubiJ09nT70oQ+lJTDoF555Nj36xO7Uyh4gq1A9r9m0JaYXZUGaTsQUBRWzflXPXo3ErHdup+nYChzYAByi0GJ2PrYLrYcbskUl+OEJPcivhG6ewsxMlFYneTPJkHUEJ6RDGGG0TW5c5mk+blmemWRMqxDKPGP3RxlvMETjkHHtZZJeltuGUGilcIFjkUEUjADRsjH6NEvzjZRy8SK+rvpFkQ0TaZuwL5YmX9Yr/GpwvvLK5TD0bHw/Zn2reJkqrK1pedsWOZeck7ipSl77mjjymx7OKWJhJ2QEpVAVp6N8JCD2Eomq+q7Y4GWDg90RjifxjBt+0Yg65ZDGsK1LWYyjX25bWq5qy5ypflFIXgjoShSeLqkNA2Y7R4QiO10Npc1iEr9Opiluff99qZmVSjPw4VvuuTd1oBnrhn9P0um/j71n2llO9P+z92ZBfh7XoV/Pvq8Y7INlMAC4gCS4gCQokhJJ05ItyfS9saT74GtXKnVTNw+p5Okm5ZdUHvOSp5tKKg/3+qaSilN2ebuSLUuyLFkUKZLiTpBYiH3fB5jB7Ft+v9P/nvnPcCgClAzSpBr4z/d9vffp06dPnz59uotbmL/53L+AsRjnVAY6GDDYrBnjpFEbC0YvB2zGqJ1G3zp6+tLTX/5NdLVgXlDe/he/9400xsVkShDdhtAqqHffemx6FXZutm7dShtruDNoKO0/djS2P+tZcH7x6afS+UtX0iiLCxXCmznV0tDSkTZwrUBX/wCd1pgm4DLUrdI+yyTt0sS6zVO6khk/oCj8BSKNlmEDu/kWdzPOWTaaSOAI0IbWnMcOjMzDao7Kr1rVXenvrAYelwGC05FGIgWojxw6SPuG0tp12Fvp7cQL4MoBuaHD9qglSzkXMda+EttJXBxzrqeHrGcs8PE3XfnlaMavSpM9P/D3U8VoCHeHem0o7VlXKZUdgqgXbdlaEEaFHc83T7MiHEVice0Kx5ZOecPlwfTW68fS1GgDN/NhqY4VXd/qu9PgnjVYXdTeQe40DdvEEUCezhWhpWtH01FZU9+yZuAgR9Llq5fSqfcvpJ/95BX27kbRUu7gVsBN6YEH7+C6Xe6s4H4LOWcnOY/reb5e/sKOKYwGWWdHWTIh3rHglkwMbv5mFKzEuYkOKzFv5mk9qutiGr+LK9IXkcj6Glb8Spzq+L77s53VcUv6kqY8c1rSSLVATweZK9uyYgwEjQFirxuHUQL1lCZJgGZgMtw3tT9i1abYHMQfYYU/zQrd3a8pVySzY2nDBq1rZgWpt954JZ08NcRe7CSTLXuobc0wGh5JcxFSgz0FNNp7mrnIrDv9znNPpYcfvI+jagzo/SepEuQhRLvUB0IYBJdXpR1hgTAILxOr1aW+1lsRqhO1Wugax5nEtPME+75n0VD/7S89nva9sz+26+ZgZGtpz95HdqfNGzak69euprfeeit1IjWboH4TEJIHdt+b7sOw1P/wP/47NO7Pp+s72C6BQtVDZJ997EneUY47dzbte28/C9datkxGsMjYnR7d+2jcOvnv/qf/GenH9VBCfQdm4iDMzjexRNrZ2ZZ++JOfsN/9fmifjyAFmbs2mh7+wpNpK4a95rBu6oShrQ3vEbFPQyuG/rZ3wgmH/BbEsQ6JhQdJBcYsqyvh5sraEyMgSMxnMmHSynJXhp2rHQMlgsaHYvKrJnd0Es5S40lWJNeDn4SxMmZkFIgSPnZstcuRqn0C1YqHOKgzWs4xr7oXfPNLLrNErH76XlwUnQtcWixfEVYi8qz+Lu/VT95jXC1EdCz4owdkDnwnGycE6y07Iez0dLISPsLTOLGaLkXmRBV/4+hhMp9WQEXNSt8uhBnDvJ25dCVNjNLoHVNGVy9gRY4XUscSaErpK7TbXrbuwQTxpiREltKFgzQ90yCmQnCjDvsyE+TheG1s52QWfTYhgwLdVmLnNql38rSid9XNiSK3MRspQ0Nn8CaxsvdIaMZhcQipNcrY8sHeu9K9qhd9NzLNlgAAQABJREFUrVVRI3kjF6/eX3J1eCi98ObbaRtSDY3bXb42zJZLLRcjbgsT7wll756N2PWAodPEOzZukXyQQaOXHdZwtxH+5OWUruFAt+hlH9QNGRMOhGssreineGBcqZ99EEfUxU3gEl72Be33wrszbN9Msxe0Zk1/2N6ZZf4TBkpwSxflHmL7lEH3xqtvpDVIdLz7qA37NIg/gDjl4sozv+dUEUDIBx11K+OZ+lA7O9RM4mc3h6uMqfK5/PmpYzTyShHwy2GHg7GAQwxEgCMb4cjcZcz1nsZI0PuHTqbXfn6Qa4CvpR2Dd6c9u7/Cnvt6bs7sANkw6CPGgXz1sLmeFwheEchIl/zRhwFDAjLwAWjAlO++3pq0cZ3SDW3Kw9CMXEE6cjYdfPd4+uHf/Sl7eZ3p8Sf2pLvv2ZY2bEIkx2rWuxaaMKUr0xGW16SwOMuyDLlYmQwROoz+ROg/3Z8sYWFwgxh50qfNckLLnH5OLMWZzu+SvpqR0K/kVfxL+hI/mCnyLPkIAGHgt5B2YMiLy0Ro0te+LYqHU2x1XGb/cxhRYTOT/vkz9amdcbJ2LcwiYlCVr177+Yvp2LGjnPaYxOAOK53O5vR73/gi4v/N5NOQdt//eLrnPo9/tTDpTqY//fPvprN/9wJbJehpcK30ow/chaTg3nTHjm1sjaHghWR04joDkeMZsg4yD+6xSsM15QxtyIwFT+vpKY7YImBAi5sISzj3382Nj81pGubiECalpzGsswPmowXCJJkznltvDvzjbJHs2/cu17i/lQaQfkiMXJX0YqhqEJFuJ8pm3YiJNc40HFIMzDmzP/3TV16F+TidXmfPeu3qDekyBoImCe9gBdi/cVOs3nbfvQsCVJ+GNSAEo3L2+Jn07vsHIUhIdxD3rluDkW+sHM5iNKyF1dG2OwbZUmnl3AhtoX3a93BfWRiAsYs/P5ns8uSU9VPA9BCDazLbCcF+dXUqvIK5RMSkiFdJRBbnC1MnBXCQsZxZGfyCfMnoiB953Pu2xFEVY/o/OAwegU/LIkY1l/ktyWfZR45a/bcqQnU+1e9VUapfl0RZ8lEdi/fqsIV3a17lwt8/9kE0uvJXP8ewTyHi2KZf+DFo8cs9x8sHXM5luXcu15QfdDks/10MXf69GMIb/W9FcxxZIXBJWmI7FJVZ7Qhk4QhdrQ+kYdTBaMg4O97c+fHeFm3INMIAMzjAI2kSdMrCCMfQbKABwolYqBMMEyJeYpGVQtzWq+c7pF3kGye3QHCZncAb0scET10Cr8hWyDVi1O23uVn52LGTQWvWov/x0KObkW6vwrw+JutJ57JHxkFaMQ2Hxt2uwXSME85hE6QYfEPb4nZjaP4sY19aZ72cEfzJ3IREPRZR9KFzBukYUbTLv4wb+5Vxcvb8eaSYh6BfvWnrlo1I5dU/w2gdbbbusyzCtXGjZF3wqypwYP9hFh8PIAHpRf8K3TOPwHyki45ZEksJpXnaaQVOOcIH4y5JuOzjU8VouJ8dt25iqliRUZ7QQC2QZhpbxCPDk+nnLx/idsxX04ljQ3RUZ7pn12PpiT0YR0GprpntEO3ox1aGEx3ET5Gaip06GYuY+6ODCiQywEQykTiOyFGe+F9b51YL2sgopfXVdWKWeDNnsh9CkjKSjh09kv7f//RTzky/ln7jy7vTrnu3pk1b2DNEylGHMQYVTJ2AvWxK5CZ73h10+luf0lGE/RO5whA4sPIknwsq/j5LmHVdyb8wE9VhJa5pg4jwLH7l2/gyHDoZL9sbhrIYeEOsEkZHxljBq5zL3iqGZdoQSyppusb2wquvvMLZ9vfTialz6f03uIhrYFP6l7+3F4nSegbXfNo+OBgrDJUiuxBd0u15EMicUuYatrkw58fKAtgTtm5dc9q5uSs9tveu9JXf/FIa3ITxGqQfea9FNiGvGMUBFtus7hRb6puZDFdO3p7igMumhW0bRI37HsQ3jW6prb4GU8mu1F9kK0PG4b947utpjLP5UpRxjukdPHw0/eWf/3V68pE96SvPfpltuG4kL2eY3F1lASHzBwbT5KU0ZwLPSyij/eOLL6Sf/uxn6b/7t/82Pfbow2Gu3EuqpoDlDaR66h15P4rbikND12BUaD81boFobujvT4/c/1Aw0AMDQ0h9MEHOT5H0dAMKcuC2CqdeQjUJ0ZOoO97IOraEgsFnMPCZV2lAhtAgivMYAVM6NYOSdT2rq5o4QYLiGnFd1QqjifHhIKoSxYCV4wKG3BVWxknHgt8AATgLdT7ifxQaeTEexVUqFToKlSHjo/LK2+fVLZL/YDYqjNonBQ2nSvvTWuWx4uTvyHLyZEoO2grj4MQHozEzMwZdVilUyaSUEtrJwtCJWWuxDAj0mdwSYiwytubA2ynwLGgrSDUD81BBWVIyYhkzKgxrLjwkkDyd0IP2g2ZKlf2OLRzeCw7l01yMQ9Bv1boNbC/2g5IZh1UqHyFgmvjitiNAqYXjz7GrHZApxghDiDECg0H+GYttDZTEMYbEEu1rpC7Yq7E+RK7Rn38yGdbE8a+FX+vm8VQvhJRmHoEWXuH4bf+G/rRh41roQ2YahKolGNW2h44Z8DiJUmtnZ33aOrgFvUO2nxxbHxsvKiNMpscKUtLHcZ8qRsNJSgBLoGRrXQVqx95V7vvvH09//72X04v/eA6LcTvTYw8/yQSymdMi3bRdfQn25sAgRWf5GnA6CyRjcadNpOzsuwpmBQ7zDlpGmEachKM/cCGQdZ59QA4HYB8HdFAsR728PbAOfY/d967j3oOH0tHD+9Jf/X/Ppx99/x043y3piad2cWxqgHZw1ImcsyEUV/egHJk7QPDN9VnyN9cje60UviTyTX1UMxcrJch1AdTAXVfii1CG6e8ziHxMAkvjlHTL43gT6SRKVKPoKchsbOAcu6tuJ+HrbC9892+/FytzDeSMMwDvvecethMeZgugB6YBOwxbB9hbXJPuGbwj7X1wMO3cBoMB2GrAhWYkRps398dAdhLUQJFESRsL9q2MXZwoitUMJqk5TPHwQ1vTo3sGYErv5+IspROIKTFfrKgScgHziVlrlCxFBQmhHeekFmohUiUCXFEF9ymnSmUsC7oRg3smVloom/WtB22b03snfoDYsjsNoMz5GiJMrYiOg8s3NB+sIhvM0WUYqkMnTqcxtuiGMBM8hZQBKz9xqdWUFIsy3Nu9ijJzA/4bMbhThyj3xJkLGBE6mTatn0aCsw2GgftD0Lx/AR0Ob2t9nZXMngfuZxtlFWk2pgswHgePHkt969alV99+F+nbprQVhdAa9qVruDBrHiqdGR0bzUCRcaDPVISTQJVTOLGnLJoAl/gJKyYBibCml2+glDo+bnxXZh4p5NZOlNcmpzAyxDZSE/3hamzHtn4YIcrBMFcNfUVDgXWMFDGQPOlTYOsYDBfgp+AgdAqkcQ7SyriN78/8HwDyoTSjAgtg4mQDmD5Rlw1zWQmZhsrk5KqNfp2D8dff/rWfbZWr9km3F5ppB4NK3yksyzbDjMbEhnfWVwAvmZS1gOnYs7WzTPDqQfgvJGo8vQpgknEjVMDEzJjyJm3jP8Xn+L6bT8YrY+c8gxFy7gEnLUumYYZFg2NijG+lfqOMVYeBbVESI3Mig2AarwbwZEv8oEvTDC7j1sJgi9T5ZlkZCOgWBCRuHAY8jhtrHErT0Jw5TmxZvROYQn/tlRe4QA41gG0D1BmYqkZAnFkliTBekTba4j0s45hPP5y2bB1ke39tKI/GbdXWNurMyy04SosFzC+LWPb8p8IFUtH7MheKeb1zweN3Vy9fT6+89Hb6zl/9OF262JiefvKbaV3fJpgHCCVIVQfyggeslsQh9SQgXfzkchfeaSVRQ9IgtAvCaRkyNu2AAEXmeYTOsM9UMk1IVlDtoHOpF/OQnKwKRjIdKhs21Lambdu+kDZuuCsdPf5OevXF19kbeyt9618/y8T5QGrngqw5Zqta7h+Q2bFOEkmROStB3h7QyxDkgcbAsKFVTv/CVEQfEKaf8crPOx9KOhkHGYhhGAZ/phkYGIAB4HgoYR7B+va3vx33C1xHi7uJ8+m/xaVeg4OYgMZ0rm1fg5b2ju2DIY7s4ZSFp34UL97AHn83+gb3tnell1CQRHWBurCPy0j2NslZVj51TGwMURc69AN96TN6zEYBYCY4VwyhyU5ML4V84H6uP4d41GCiuSbMk9sHdjjMKW1TN6eeI241czKTEjMwgF8me1nkqXKjE6uWQINUwQjUyYRwnG7H7vsx1rMBU5VseaxpTl/8ym+lVfT9BMxmW+/qNAAjtWnblrSayf5OViY/RYGz7cChdN+ue7g34SStQWkNpUwVOOfIdwJGY9d996F03MXWxg6YAhmVmfSdH/4IE8xt6QtPfTGO8Cnm3bqtDbysTa+SZw1taQVobd1t7Gu3p/v2PJTq2c9+/qVX0uQ+tltgcrajj1EPUDYi6fCK+1qYGCUotdTV+yDUgZIgKYJ2tQigGI8AGRjZd9BuXhmbPMcpeQRpyos/eyH9+NsvI50ZRfseQkxPLMUymD1O9vzL53rRcWrPfUC/Olk46MIEOWmcKP3r+ItXX2K8+KAOxi8OfyhghBevz97T9gqE6t/yVgozYQi9EqdjfFfBaXn0f9Lv6LmqEqwHTD2dmXvVPs9dG6t/6jyD8bZZJMTjLvQ4ohrKmWTjSRAlGJMQcRcfMdCDwScek6th8v5NhE9BWNXRcC53a5qRHPeo5DmB0Uo8sUc6LtpI9jWOxyPwJ06ASAMoZ5wFkvgvCQCqMd7zVgitgDEeY16wLdI6mQ9pR7SFsSOz4cVnQUfhLiyLKDBO0AwWNtNT3I/SMM58wK28KFLXWUGYESUYtS56+Dkm4gQdNGGMG25ffP7HmF1oQW/r/rRh/VryIy3JNDtPU6MeAQjK04zDOayjHj60P/3WV78adj/yIQrLyFhkk2/NkRAXCw2e+YsXYOkc5lxxM+5TwWjYMVlMlfeyws4FooRjR86kF3+yL33nr19Oq3u3p9/57WcQBSmext49qBP7bnRYY9wcSNvtPKUYSCKwx6SRwEA+O0R5mdKOgLiQEUDCqNIB0jEZ7ph/qE8TnIlj1lWrDEIjf+Ib0ZxiPIqMlaDiuZbmHq4t3pPWIW57572X0v/2v34/Df+b+fTEkw9iqhZNaMoKuwuI/JhTQUAnKyulW+i6/Pkr/itsZSSKq36XeTBcZInBQSQH0DSwl4nwMiLft6M3YLpxNK3PnKFPXnyRY5XXI1zGoIeryr323LT+tEniEbH1XEK0jsl1FfubDYqcgHcvR8u+wh6ozjKnyF/pxzQcfiAt4JADj3s3HB3AKuClJIkMZrk62yurVbSKMPJ0IgxRKINNWwo6dSmKWd05RPssBEJ0X04vGc/z+tMMXI1vx7Xllk1aSbfEUbsaMi0qj5lfDGzRhneXOuKfyo8Pf/kr2I2AEwWebRydfe7rXyMHGCcY5bXbtqVNd8Ho4CNd+Z3f/lpcjtUI8+AetG12/eX2UhMwmmXivg7B+PJXvkr9GBcQont2P5juvf9BbMGMIRnqgBlwZT8Xp6tUEuuGcfvdXXcR1p7+l3//f6T1G/vj2m2tlO5dvTrdj6LoNTTsm9GM9wIwJSZ3QrhknEc48i2xnJRaQvBie8v2ZSDkFV3AgGD6QjJbnBYp27gQbO/dX0AJG8L4g59jwvl6qkXV3uTVbh3KuuvWcxU59ktm6Q+3KEsc2x/4Z186AKlPjA/qIwzoqciq4OhCvgL1c+iWw8HJSYjbbbnjPimgWAE7JXo0auW7k7ZOX4e0R3LZkE6rGufS+OE30xCYOAmTrsRijLiT0GmWJIwXRiZ010vvHK8yv7GIJK9GBhMkOMag4Y4jR34sPsnDDWvHG49MV3jxs/yJxaNbhbhCE52DnDydVPkPRDN99G4h9ZamoPtucVqQtNN7RpRSz7s44elJE4eR9ML48ukT4LNhHnFPF4+nrsEOTsExh8B4uF2jRKeBEzVKViuVpR9h5JGwvv3m/rT/3f3p9//wv0qrV/dSNzIn/rw6T9E2GDcrKrPOv3EkiMePHWchOJy27Rggiu0AqkRZXIzZ4ltwAbSMYRUEA54WHxW46Yw+EUbDgVImN9/9advCDtbA0AzLpR/+/Uvph99/K508PJEe3v1c2tq/m3jc0ggj4XXgMg1uizTAVIAbIa1oRNymnxJg51Z/LDhjgpCRkOM1soASTj6Kowr2F12DP39cRbsqFiE9kGBYXDEg8SMcHKuk51uFpbk2jlttS4/dvwW79/ek//v//Jt04J2z6Vt/8BRirDXBDIFeZIThJEZLNjRlYaUGv/pngW3JObhw4OzEfgNx/ZUrVyLoXk45WKc3MTz1CvoR77MnKHffiQ2HDZyOGBgYiG8HpKds/FY3wp+MhvEMM00rioV/+Id/WIqMZ2FoArj8scnCcNqBCmNS8MFtj6gzcbwjZA4mYA4Ru5O2k2GqUcdbRk9VTUHnAIAIEIZ2Du/O/4TRgcRmEBIbSYhbNg5Fz+qrABYrc5gMfSUikIEY8PPoDcxYJyZjb0B1hWH/m1tMd2Tq9djQFXAMJoVKeDfJKOIu2Ki8kpIYwSzIqCpxiaulIRpBJMnLuwZUCpVZnTJ/yKWrMQ1kTbK1YmnEQncCBojywmgcBElOSfsC12H2xE/5KW+UlJAd5T6In735ThDJB3bvRsoxyHZLEzoXinUZUyRXejFBPmrIs+iK8RaEkfQyHBK8aZgnpXxKNTxJk/0lVqShTI0kuRdtxZz8J3l64mdj//b0r34fKd5ju7kz4vX0o5++kd48xIVVlKvbtL4l3bt7U1rf38GqixtcTx+H+NWnNev7GL9FskFEytGEvP8g3bmfKJcSeacPeM9MJ+0HZgEEn58XFx0vUAHEwi+/iqEy0VrF/WSdmGGfFPYQjLbf+GefaqFW3Y1WxuUfPPfl9NTeEcYROCDRJk6dhNV2uLqzmbjSxQu5BggiU/LMznETThjhYsyKIk7EZADqShzYEucp52M09LiKZDkvXPJ4mwfZYxFBNCUHsr0hWSWTrNyMT4xv8iX/UofAU8uJtlsm8Zg0fM6yOG5K27gBGPseXOhXAx02pVLSSVgs2yiMrOgIFkDfeoMF9l99N/2X/+a/STt3biMcGgWdgdpV4jJfMrDd+rTt4xjdO8HR9rfffCN98UvPpib2iKegQ7EAs8n8+zgueBthxfhbyVnvGIsrBVb52bu33VVPgMEZVlbCwWyAiK+/9l76zl++lKYnuNb3vifRsL8DAoXoHdsVdqr7UzIXgdK8qHypFKOGp2xsMBoglEyHq1Ck4kCDMNLIpJhW4EisY5IjSHxEch7MjhJZDdKwSR5SEQHEenXBxSqXL/AWUT7iPZCRmJQl4tSzlTKY9u55Nr3xxg/TpoG3KOuetHVrf+TlZOYWj6ttJ2cHYXYMQIqUOEfd4n2xcwvXbVzrXJxxow08hV9m2OZC2uAWh5O/kgXTv/766+nv/u7vUDC8xJYQBqtgEnbu3JlkNHRrOD/+yCOPpLu1PMck5uo5lC3dP8K5PVIkFbmOtJp8V3KljsbTVR48BXr+jrCF5BJKBybxCY9Jym8GiAyaVvAEloPWwUgOi0MHfxkJuXYHa6XEiJOtV+YKkEuGLfFDKlHg6CASpHL/DGRXAXKSbpO5+vfcveaEHeRBHCwBHInesbpRL54iG+2zDuKTZ50kqsGsOGKBVTDTJrYdhHtFtMTPVYdKqILD1b46IbZDYpIrZ5Gko+3I7TJCcrJq0+ZtGCZaF0da3QJx5VOHqFX2TEZCydAUdZBEuSUkiya7JmMh/uo/AQPmlpC6GsJdjf1YxRFP1sfd4inaNEE7EdyG0ziS21G1Mooo9NYzaHYMrEXP5sm0Y+fW9PyLb6U/+c+vR3s3YDBox+bNqY/tpJmJG+kihswO7387Pf1bz6EVvyZgVkTOdYgKhZ91zajAk7oFPsgE4W8fCDtF1953UhjZgotlPCzHwfJtA8Sz6DfaVNJFwz7Nf+iv0raoJt/0Fn70AZ2ZpUHgyCfpYJ514m5Uj7/ZTooaE8EOAXtZ2Pm0DZq4dSt6QtIEwmREjBX9H+NIf/Oy4fEa+Zp3KUBSEGVVhYdHJCi0wOSRiicI7qqzkklOa4mV/Ck30xyigBtRdkS2LjkPa+hbHqE5pdNLhSzl0PiAdjCwZ9nunXcyct6K7VsYdPrMMehkNB+LKbZtWRWfO302vQ2dfun5F9O3vvV7aef2fsJZ9lCXoBnQDXXTYuKnSiqiSkCuDV0PXa1JJCe7H9wNkzFCmBJTJj+raHrbfovOZFEcf8whBqVPAlzIxZZK5K3nh7vbymiUQeLALsTBp788Qc6ms2evpT/+D99mr7w/bel/IK3t2cmkz0kOulUml8VgNDa2RdwiAdgqyEjjDa+V6bBPkXjUB5cBwXeeBIE8fCK6iCUCTVGUIjmBFaJxEDD0Nkir4RgddCxEdKIiU1AMg5gnQBBPj9Rzf4MmkVUEFt7MTYjb21J//12cqriRnv/RK1h0m0hf/q36tGkr2wtyoehs2F7TZyJnXqYXEWRCLNeVeK6D9RB2wkmlQd/dxpBYyjB4aY7u5ygE/tmf/VlIKmQw+rBQ+eijj6bnnnsu8tqCNUnfLdutDKUTSiN05lm2OnzXmX/5VX9X1ysirvDHdMUtvBe4G7AYHB9KGeyHCKB8iafphEmI/2KQ2HZhUlkFR2yHO/8AnRIIWsIAzoQjxroF4V3ezS/WABGnMvDoNM+2K4L1QISE0ZXKFPjhAMmGfjPuRLMIV1oh6yGsPNsfUq/41o/+pFgZBydyxbi2y9WFx0e1KOoV63a3TIirPOPL2Kj3Ya3EO1uaMcD25D4Bq4MJICikavMwG00c0V2LLoZ1dovOI3cyGCHNsH7iLpkq9p1C+hbHV6lLMBTEzSdLKMG4xDFtiIrJS6U29TEm8Pckvv6OFeM0INpRwhMXsrHHKO6v7m5Onbt3cFvkmjTARPIf/8N3U/+alrRhNRYUAe4MRHH74M60tm8D9kO6qNMMNkfGObL8bjp5HGNje7enO+95GFhQa8rhf4iY6R7KBCdgwKwD3myhYToaPJd5Na7jQ9ws+FaewkqX8cmUGd99Lo+j36fdLa9ztJ2+8pldeX4CLaFoRkD8E+2jJv5xvFBHvCo0GE8mUDCVPrA/3BqV0RBbHTsy7Bn7TVNc9bt+jv0lzk8HULiMJ+VrhdgRZJLqXKK6C+n90i3Goinxae7xzlOviBkZ5dxc5Kj02cik5bYLTWTOIZawYPy4ZescEFu/jOs3X309vfXay2kEK8DPYfvm/j33USp0nn+RNxkoXSRX8gE2jD3ZIq1eHz50KJ0+eZRbEB5jPsB8O1szwhZA8rQ+CzXk/Vac6Ui/gFslbdSofHzk87YyGg6QQgysmZPpwg8iMo228Xf++u85Etibtm26P3WzFVHLpC2gmppy5wVwySd/gYpuo8hcNALyelY4MHC16GrQf4Shv6FSBCyCRxDBXeKSlsS+h0gdyipPIRxdPWpMKFZTDIqmVk1Yg/hQ0JgQpKRiFmFyp55xdm+/wQxAHPe3ZXBi62+2JW3qvzudpPMPv3sVqcwhdBlaUhtmr6embI/tok7WpdK0DAvzzMyX8JJwKklwu+Nd7tP4i7/4C6zEnQ+43YOS4eOPP552Iy6XadjEiYJvfOMbwXzIgCiVUGpRbHasZr++F4VACZJ5l/wtzzg+dcU/Pn4lfyoNzMPlJnKkX2U0JJ4MKolQ3rfiEVSEfpAIVXDdOGGRMEZ9pQ3E1NSxKYI5UaKAU+iViYPJyU04MBiNN8NMjA4ak7I9YxmeTVdiBWyAmUxAlM+7jEKdkza5qPGubQ1v2DQrtyBY6xNXlggcd/Ljnxc8WQsnc7dSGqhMhBDu07JkgvI2CxFxpssuN9Z6UJLoFmgo4uojk6H4N3adwWNvrHXHxfrJZIQEgzq6NWT/WweV17B7lvENWMs8yOAIdd7yN37CNxzp8mVsTgqq5ObjigEtVwAU6OpLZm1DHwbGvrSLbROMK7Gn3I6RNBXZagBUN+OgE4NpivgkuFo7vXPXttS/eTVGlJqB5xynWG6kt978KTodPWzfbU5dPWsROOVJCF6DdDIiwocffwqOW0/H0S/CYcPEdZ/+/nm5xfpGv1P5jAGOE/rJHz6flJOZ1om3kMYK9lJDOqsyXQY2uXXsaBDPrLPvcYqMeKGb5IRsGK6CfZHXB1tGIVUOdIp4GQbLYy+Nuzy0Kpt4zXDNsRah7lgl94X2LM1FnLSlOT45SD9kELSiAeGZcQzYIsa/i5WZGZU+Z9IPfvAdTjAe4ETdpvTok08gqdwM/BxnlgU+m8aiAl9VYIdQOQbI4+L5y+nMqbOxgHzg4ftY9I4RV3yIXsjJKi2Kx638sbxoU+mFW0m8GPe2MhqlWDvJge7TweGe+/joFEa4zqcX/uFg6l/7bOrtHEQ5DjEwWxG2NRgDmIiwPogYox5qJlMxXwuxg8FQqbAWwulqtgkDJa52GjAnq7A3BBsxNzGh4i9BFxNCU5k8hOQMWyDo5IRCqFsjk5ilc7+zlrwdAHH8FSZFcCsON08OxgSywJv4ApPB9gntmvEdTgdjtumO7V9IR06+lH7w/dewr88dFVs3sJ0h4zKJMSf27Tjn7KmLSewsPP/88+klTghc4R6Ky5iLfuqpp2Ib4wtc1iUhlUl45plnQlIhY6Ekw+0NGQrhqUTC7Y/lqzqJaZagMLkhychwZ9JggosBE8hLEyrfQqQwHfr9qpxgypOWeeavlfI2REevwBQgE3ByrEgrqGWExPIg8sgxFxhAUoWrMBkRH5zQWmXIFxaCXTFRRkhIZEaiE6kWayq4hUn2aTV4PSOSMabbYWRjcgMDXFV79NUtjzkIBT0OHpLOgS2CUMUZCECMUfJqovygE+CFuida37Rs6AQwJy/SGBdUC6ZAAiS66leIs/GtYX5KoHMfQZ6pVyaJmp+2eJkR6+K07HiQzLk1orRDQiwzopRCvQuJucxIlibxpAFuuWgjYJqJXYZlCgbC9B7lk5mppT8kdKiskU7GSoJoWZyfoZJq/Ssa7uqo4cTPJk6yYgiJ8ZovgZIJQjHO/lS0O98MTLjpldNH2qBRyqixswa2UDowgkax4C6yFApyf1wriadOnU49Xaty22wzdZW5KMxGwf9qHK5+t9WFwajGf/0/zc7+ZyBkJCgVjT60/6WnwMjJh7CIW+Lcxqessw4U5mdNHHe52lExA6tcrLor37YimAy+HUdlul6IHm1d+Kq8ELHKxZjje8WoMTpy5OrwqB/ey596WJ9wjm1hTx6lREPkh8pFgzliziW3mjR8ysCL+7EgAT6G+XMRew5l7r/8i29zUqw7Pf0bX8UW0wbuMmlj7qsLg3210B8XtMF3mYry5mHQmWGijSqNvvbKy4y3mXT/Qw8goW5mIcvJFvCAGZLIWWKU6/Zx/lJXaJjjpDB+HyeX285oOMAd9EWS4XFWCeQ4Brle+PG7wKUHArUGRgFzjYAzjtAoJeCfomWoUkyIQJIOZ1U1M5KOnjiaTp85xj0lk9xW18LKaH0awMjT2rV96cLFc2jhjqDxvjqd4XKpu+7czqqJrRgm92xvg2JEIsaHBEviL/GsbWDQsmJtJEBbDUQKWwtKXVwJ1nG0tUZ9DycN44NQro5dw/ou91ozB6vRsyWdv3gCs9En01//9fewD9ESF2iNjsyme++7Nz38yEPoSQzSLJUvu5BOYJue+slErFmzNhgJYVZ0LWQ2lFZIVPWv/lF4+Bei6ndhKoxf3ksa40mUfZb3ksY4Gbn0uT1O6GUylctzOOZ/EFE7RZiK8DHgjV0c4U5c4eWA0Fl/HnADDkqN4zBlGkCeMpHAA3xS+Gg8J/98vMwNMidR4mKQyjLVvamHoVCcr9KmfZ6PViNBo8LaWdEccBAiuAYHpkxoMCOUIdMhIxIDlbQqModExApXqqvETAY1VuvCntg8clt9kkctS8TY1uFTFywEYBE0MhSOCKrHt5M+T/yASugyBG4T0cloHs6YJITBTBARtoH4Mhjo+JgX6ZWQCOa4rAuqH9sjpFI5ToZexi3GCmUYLyQpls+iQcNGOkoKJmKOseRY89tylNjIvGtgrAF4qSAbDBftF/rzKsqRxebN22Js1bP3GUweDM/EyATH3V9OO7Gx0t1F2eTj1uQYl9LJZDtOCt6Kw8tdGRu/SgZ6eRkf/zvDjc7+YBa2BbhVhygdih4GBgEwcUDAEQvIfDCP2+BjL1vHKD3q4lulflF+aUEe6WUiFzeqnbheYhb/km+1f05V5aMHn4s+Jd+lPotfJfecppK8Uv+cV2TmgMF3Id1C20hXioisqnIgsjRBBsMFqEwY62F+GtbjLqR9B9J7773CrbA7sDB9d9qA7SDv0HKh4eDSkqjjKSgH9MtejW1CwkI3A5p+gSvvz5+/gAHDgXQnR+FnNAzmqJdGRWXJK//3cctOehs0g5QMefKqwCDwsSq7gEfV97LX28polMlMQuC7zIYrbe+rGB4eSz/72QHsD9yZ2jku6uVnrpJEUi0KOlFKhJ02gr2D0RidGE4HDr6WXn39Fe4fuTMuizrLNb4vv/xqOnz4MKZkvwQDcgrLagfTl7/6DPdCXEJ8vRnlPggcxE/cmeKWV087BOPBBOHFOnMQXKUMY0gZvGxH4qUkxaOdR4+cpt4N6ZGH97JFAiLYmWACVQyEEP7qiahZB3oxEbVxq98WTgucxnz5W0g07ksD27emVd3r0dbfiHSiN8rTkuR9MB6zs3choWigTJkJu8cJ085mVQiD4c/3QkR9Ckv9CvEsTxKHM6y4ks5v45W8qt+NU/xLul/pU5gtuMBevvR0KOlyhKi3Ex71j2HK039ORxHHyEyCQaTg3A0rzrEKG8bAsJftJ8WPSgpyDubiwJFQu0WjVKFh5kaq43xd7fVLqZZ7EVrok2aQzsm2Baaykf5Qj0M81ORvPBVtAcdZP3jVxLZKoUo9pokTUg/xF38nffHEJFqsFc76l/PoRYohiQ0IWE5pkGmtLx62MuiebYk25G8nGdvkuIp3IgkbFVnnEF9IMOI0CZmEUiWRxXUTZRwithlUfjVwHSqmNgRHIXGDcSDvGiUOw1cgajdgOtgCsUwYMye+MHTGt7CWufGUVe5V8+XTB7DxpBagJE/Kx29WZs0Xxo797QqulQuxAhYAzRNDmlpuRwr45JNPolXvFQMNcXrqxInjsa34zW9+M6mHZFs8fu1YcewqxStjInCqCqafjlca+yEuJrHS6R+Ik7Ejuos/oTAtDCvY8YHot8GjMg1Ri1wPKEz0q31bcFnKuNBicDLeHTfUL0sWrajT8k04EkVZZG7+kVf4LU8bIcs9F75L2qVPM8rp8mLF6Mbw5yO3Unjn2joqrbVtJY44qw/e2qS5NnKVO0u4NRlbOge5q6i5uTt98YtfTjvu2BDWfl2c1rKolTkJK7swGdr7mOPESZQqrSAOj5BIapn3pz9+PhbU23cOYLdJW0bcp8R48Z9H44NokPpDUYj6/SJnO2yltGPBRWUWvm7q5bYyGtbIgV4mRwmCKxVvS702NJxGuG+idx1HJeuQZkCkJeCudFwMSqCjAwG0hNpV59Vrl9Mbb78NcVmf7rprV0gEVmEg6dixY2xFjLP9cI39qmlWOxBEutyrwRWU1LDU1OLoacRW1zCH3cCkvnnTFo5mtqWRUbctrjKhNKUr3AY7emOCjlzHNkcL5V1EenKYbRbu09h9D/l0WCkckBf4zBSx8qZPQsk0wiCYHC3saF+Vhs83p4GtO9K27ZoqX4Mfd7LECszJpxYz3O0ghMPQFR0dXJDcQbjCu9kXeFa/l7iV4gPeJbw6rJrpKP7Vz+rwktcv9XTMOkrClUFa+ax+LMSpeNJ2CZb9Hw6mQoDn1ZCD2oHOswKjHMm/Ig0TJMmCAWDWD5IQ2VAPgllbM7jZbmMgdbIN14aRnInLR5mIVW50YMOEEMftMY0HzTiI6Su3B6Z5V6vcvrPK4qorDidQopIu46+DLOQq+BvPLYD4R/kSlcBv05MnD55W0LelTp8Y9BGWYeHf+JGPUPE9jgLzkv2VWNBq2iixCEVKmAeGHpM3YYw/WTXZNEkJfHVINJSITCv54Jl1PAggbsCYCX+GmyEbp69BIDfCU+fFgErZVF6Q014SVjbpY9VtJrjAKYhutI7yxTdbHX2I54KVUCsfNRL3faWfiNXYVMtleGsZs/QcTI/m61V63rZt28K2oIuXffv2xVajNl605aKTAdOVLRbfo/zl+GbAPysngMQMHXAWYAV9smeEhJ/fJSz75r/FvzxXCqv2+wXvi0WCd/ZxJa4Mu72dez9XYqEqlRcfER9cKulKUYEHyz0NrCSKcPEPF9FK3IVMc1j+WwLzV6X4mJBLwRHDiT3ygy7DOCwCj9CFtlHXKFccz9gcfUBGSu2GkbYNcfnn4WP7uQ0W20QwAH0bV6dtzAU7d3DfUjtpYiFgicLIvMFXF0fipoOQp5BzlLql70Ln0vkh1A0upsef2Ys0zwWrTL0wJznbknAaUfdSZ5mNW3WZ8TNDflZqBbey79KIt5XRkEBLBAL5qHjZPhnnvgYVWtyvbWzogKA0Q3yzNrkAFlq2M0RKsIcebx3zmNyFc/wupn/9+19HYWw7hKYRpmBNmKgew9pcMydChq9fxKYAFt/GR9OBQwfS9p2bmdAbMO16AlsdP+RoYC8Mzmjateve9BB7XEePHEwvvPAyBIxbATvXcKfJ2dTFlsZjjz2SboxcSxcvnYV5aWIlNZo6YEzUxaDimRGinqEMimjM+ltvJ6qW5hZ+XWl4pI5tkVVYvGxnJQvR126CCCQXxc8OI6vMbOAfK8Kl/RVfyxkAv4VpcSW8+JXnSqu6ktY4hvv0V/Ioef4yT9tUwfjyWMwOGGVPyrWfF0MYUAwrJre4oZA+d6AZOU+JvEZdebr8jUmJR3F6BUNinrSLgWcO0oM85REhXsAnBrQnIu7e3MvgHk6X0wgnTs6yuEaKhMiSa8iom3XJzG+pcj0V9u4VgEW/McDLuw2if8GMSpm53EjnH8P9G8RJeMfnQvsXvkld4uaccttzatNEBjSjkh/RTRFSP4Pxz982NPdrFCZuUfdcjixGzl34y2AEkyvM8FD734i5L8QLcqVtNS3oGA12Y5CuLx2/TplNHTBcbPER3kx4E3DTbg0Hw8gJ/Qm+Xa2F+XclGhbOT8JoPSNfamJ/u8gIAmd9CK0lrUyOafEiTp6ENHjUHHZd8jHtMApnfPB4hFttCx7LaEhrVKL2yPdmFO2UdhRnfqYpY6HgfklvvPJeniXthz2Npyt5fVi87G+rcvz4Xhgw9h/+BvOripGTRf8biHPFKTOJhChSVSI7PWWX8czvStUq/vlhLP3LM5eW0y76LUmy4sfSOlp7/5nvUm2MhdbA9MaRdWJF3SJX65r7ONcoF5VrE4MWj1ISvvGaQwWDHvnLV/OvQCHiESHgazxj6ZnrqI+fmvQWH90Kj/7GTyZX+IbyuJFMZvSgPTzFW+MwXlQFmEGXaHR0jIsMr8IMHMGS7xg6hdyZxXZ4N9vfAwNc1IZeRg2L7DlsR+Wlh9nKKMBMmJX5058xysHRrPBunVycz6aXXnyB4+EbOeHYz/UDWl1W8lGpJzRL6UeBY/S5jQpn5ct7xWvJo9I44kgTwjKwVMaPlVyJvlJYxe+2Mhp2mr8syQBwDH5/Kn8Nc/eDDalHmpEvVJPAVRCEytpERcx2uIN3CiWYiTGIHRrrbZhbzhBxtVKbbQnU9ZD3ZDp69GAQ9HEkHO+8vS898YWHEdNOpb/5zt+EueyBwc3p+tVrKGL+hE7rS6dPn8Jg1cF0x867MZfM0dr61vQ3//m7MCLbUweKNuvW9YFEKGHCLCjesl5qySuatpbQWFyeACKQDtKevToYWmEc55e3Y0gX8xYTEnv2gdCBCJGjuUY7zU1XiGD+yt++m+5W3XLit9L38vJutYwPxreeGUblsYC2DnxB5sDOQIun0iFXw67JczMFrqlKXrzqYozrt9QtgsZ0mZAtjeEXJTCwG5kR796xju2sPo5yclaE8+cyD0o86hz4xFOnw/J5i2xKteODGLoI8Q+BpaY+S1ura1nCK6kqcSKxWeFWel+eg/FK7ktzMiS76jQ59hKf+Mh5ZFrie2Z8F7IuCSIaH/yvg7Efa+pNr16qS6dmWzHXiBIbnEYr+1Cr6qeREE2lrlqedRDYxmneYbqRRApXGRf/SQwFnQRWmh17wgyiOWCd4aw/rKKUF0mK0U3gw1Vk6QsVogujrJTw/vvvDzqjv7gsnbl6FbE1NmS0YitTotE6/dxmueOOO+LklrkvH1N+L45PY2S3kl91WHlfPr6K/80/o9FEF/jRATmpnSVcGCcQICqef4VJkyYWqV/QR4AXYSsUXEoIeArkjAhRXIyjhWIXXhZzKXH1WRZsfjnvUoIR+FU+A9ZRAB5B/wwugcat0FLeSk72f4XQ5rwijqG5cJnXiBv5quEPHKKO5kta8NBRHP7mYHlWKca5cRn70iIXKvjl2sBAmCRKtJxcFsG8Ukfw1SszLl+5wLUZ1/gNoZSJeXWQtLZukhOIfRhu3MT2/mqkcp5AIZ33LcEcWFdlD8HyW4aBSjGiUlEA7xI5HGFKHY8eO5IOHzmQnv3Kb7N4xURBtJW4tjPq6eLI1gIVvpfOpJW8c44r/C3hpKa8GKs0NGBGbEPjr/Xkl78rftZ5BXfbGQ07MFYkAKYwGqEQKjcusKLuAaHAMasdzZaoAEc5yqw4pjKnEpJJmA62RrhbTSfBUjFMzVtFScYVgWRSPOpqGUMYN3nnnX3c5rmHy6/6uB1wPl2+9DY3TZpmlr3hpnQPyjn33nNfnPf/qz//NuLkGS6DamMiWsdNsu3YAOjkxkxqVhAY4igTpNlqK24f2BaRJ7eLDgfBZTK0zOj2WeCGdeZFmNSFdMRkDq7MUPGy4ArBKk8Dynt5LkSuCqv2+7D3kr48jVf9/mHpbs7fHvRXcQGz8pGfC6EVwAX4HCES0cCLCvFYmmzxayGDRa/FNwNzhOXRFr9nU3s7V9J3qACa4S8BsB65fF/iy5cV3GJOEejnL4q+Qg6fqFepfsD/JmpC36CpkS7MNaSJK/Vp/xWkh6HrhH0Wjm2tgovuJE4PlkO3NE6ku3u5lr4VWaXDg3GZjTTZKwDJfnYM8JN1j2OOSD1UAJfJy44Qx3H5rPiKo/6KVKLiHSewyrvjyzjajCnxZEq0RXOW7VOlmwMDi/f1qFzq9orMiM8YvyWzqmfJt3itFG95nBL3g8+CLGKdqCNMyvSgjz9c9M/iu7GDIbeN0K7QsYm0OXqmT76bn+lKOfqV9+LPUwBHvEp4Jc2Cl2mMvpB22XuE6aeTWc0ei97lzYkrZ7UQq9AFCsuxjJGZ+8XpzBDrmBEh4gVSSOcdtzqxyonZ0MrioFQbv7yFYxjwzRnwFi8BS9PJmBhmDQzKC55KJswlMTkRR8VpT12Ncjni1csj6eSZI2y5X0tj3E7d2dEa0rP+zVxwhlRNKfcMR73nZ1DYpB/NJiS2uQhLqpSnNNESgFFFuhK1o53WywMJ76FI2tXTntauX8MJFaT/IfWLilr7yCjwsVLlyDBnUinNNoRHKXWZv+E6Yc0jtmEW+0w+qIIaEatS8/xe+tGvSvm3ldFwsOsKoyEg3EoJESgmk6cw+hNmp1UgY1K2kk7UYdOAd1Erbq2DtfSCrq6u9jQ2dS0dP/k+e1RbiF4THX70yOF09twZ9m67EFdBoGBIshi9TFbsyePfgwirjeOhfRge2sPtoRs2rOeK3dOUyBXbLW1RLw1seRw1Olg7Cyh5eruszIJ+ge88PRGjaepAIB4zMWA9YMTRVfJQitIRVFYFWOpBYxSxZSLhoGBAuIoDJhUw4ffZcBnv6J3o/owDH9UyB0vou9jrMBv+c+D9U7os/syDz1reXE0/ukZlOJeY5rvcr4T9qp6l7pbzUeWVuDddNh05CzM2zzXWndxU8fjaXi5Sw+AQJ6muc9LqxnRjGplyVciprdHh1Ng5k3bCeLhtHPvL3FeDOITiYPwdR/QrrAI/pUsMIii8puLREomf04bGjWxLhhuMPOEyIZ6CyRSPwA9x0h2ZBhVF/elc5Ggu35MqbqfIUBhP5mP//v3x7XFxTfAHwSaNT2mX8covj1fqF+M2P0t8mZlC64z/0e5m4pRcKtAgSZZaQCnxclH10c5y/GVo5vi+Sx9NX/JYjLcYs/iZynddmeCzT/hGgpIPUSr0MKIHYxlv5GDf5prkN+P6LeWXbhvqEi478cRZQRwxlnRhkZmSqdDXFP5lVR/55wk6h6iThC8zpaefLCxL0eI1snWLXgbAMi3ZZ5gojz6kT6nTFPPWOAcJrmPv5eLFK9hLOp4uXRjmlCBG61avwS7MTu6+WptW92DHyGaAN7OzGtGK5mVmGmmUba6el6114D4Ro+l8h+jOhIwNF6rnz1xKB985nL76u7+butqbYhteGmleMlHheOgTBeKfXVV/VHxu5hHzXMC55HMzqZbGua2MRinagVh+scJg9dLGfd4zM1wrPc3eaiAZREbxNV2tQo2GtOrZYgDaMdE3wphovnjr1i3pnbf2wTnexTZKJ6LRs+m9/YcQiw4jDt2KsufFwMtMj0Aw2EiVMLdt3x5MztZtm9Kxw6e59Q4jWHAPcc11TPqVi7aibzxopPGmLIaTME1zlDbVeARXhJBB4JO4LNZwoD+IGmiKlGKCbZsxTsj0rW5GiQ3VQtqTjxASD8IQIjo7ErdIkMSsz6mLpstqCBv+8nOFIhf9a/dpgIAdARmjQ1rnr6dNGNPb07MqXZsbT0c4tTMMR1HX0EbfNaSmzl4YfozHNSMi5q4a8b7eidoVGD1sz4L1gf0SRq2kxnjAG3uKhKmf4fjKpMpR4hZWSETYawlLvh8xiRdaQ9IFJxOgDZp2tl01q69RPJ1xPV2mBV6ZERkNx6RbLj6VihRdEOPqFzSM/PzW6Vf97vcv7cw68s/jQthlx1PmwsHB00k0B5XwFUqO6mS4L+RhP5B/ZlpKGvOozie/L9zTFH1n3Ey77MfqFPTSYvJIWomXsymFmIz/UakoTx4iGAgJavibbw7PSfkbsCA8GI4Sz1BndUh+pDWeDIOpLcTw/It+A14yG+Zsf6lcnC1Fa4NCJsTYGTfFObdYg8Fg2/7KFYxknT3J6caj6crFKbZFetNDj96XNsBcdHKDcmtbC/MF7eDkiAtpSwnYUk5pzUJt4sU/1L4CBiXe6jvJFrk9Jp5rU+rGCMdi390XCs79SDPqONggc4lsnx955Gx40mLxjqc4ka9uKIFR1E39CTiYbcD7ppKsGOm2MhpWtrrC+RuCQo90drak9h6OpY2exkDQPQCwi9WKoKOpFeCLLMCU3sAf4K/u2Zi++uw30g9//P307//3/5i6uUJbLfptg1vS40/sTTvv2Mn9HtchJt3c9tcMp9nPtkgHnObq9PTTv5H+7E//DO30AzANKX3967/DufwedC+436ON+HUtse1ZAzPR19NPHVpSK9Y8m/B/5403sEG/Kw1s3hmIaefKyDjW5UVmuELe/WYV7WeRzlwdOo8Oytk0MEibRAwT+KtC/MXesbGVBi96fi7eouUFLNFiPuxwftHvscL9XIDiU93ITNtlGGLNCSG7lna2s4WCRFJDQe+Mu58NY86iYbBzLm3tbcEmAEfFoZ7YDU2tKN/Wh/iY0ysxlmHkWa05KjwV47jw0ikXnDWhxIvkg6enZzBn4kFaMMFv5YWmM6W/ld1KE71+hRYp2ZBZ0Pn+9NNPx3dRGNUq75/8yZ/ECbGvfe1roXxnerdYDNP6rnlV5ykjo1up7Ai45T/VbSxttc4uaPKCBSsoC236hdlH8ur8jF3JE7qa6Y/PUo7hi84FQHYl3GehWYTFJG9fFr/yXIy1mBt+JF+aA1/F04iRj/A0nwzXhRQxAepfynAi1/kXZFmoA/WyEGHE3ziFxlPmISZ+FY3JqxaT/nUsap2jvYreCxvd2p/ABMPlq8PpMDp/B/efQPo+GpaeB3dsT08/uxNzBS1Zb89ylcZxzJSiIh+h5S9whOpHNfiGk+Wd+sYEZ32VlhiQXaj98erFkN5ZMoYE5fRppBnvHsNcw1dTOzqDNVy+aP2zxF5cyK6YcM8j1LJLyK09Y7EXDcijrNRevBZGN+tuO6NhxaoHX2Y20O7nhMgDDw+kF39wKG3asIdjc30B3Hk6w3P3Uh3PItdBcEIxzJURl0dt2LgjfetfrUO/4mJS4bOvT4NfrFTgKLU4+MCDD6WH9jzI3ntTGtw+CKfZyoqkLj28Z2/ase0uDHpdYGXTDROyGuXMxrR37+MoknHXAoyJ+NLOHRL/7X//X4ckwpXWw4/0cFfDXdS3O67y1Q6inWlHyrlOY3LRrRdvfnX7Z2pqCAQ9ig2P0+kLg3di8dCBknt9saMkeovIsOh/s934WYuXh0eINAMuMhqugMX4X7tPHgJuZ0IgJZQgay2cemfD9bSrtxHGgUFzeTgd4dTHmvqp9PgaxuPMuTR06X2uAJ9NvYy/pmbJDuPDvoWQu9pSPKsLcss4U6qpIpOSC/EgjuLyzAwn+EFER1Ehf5H4Q/5USxykPX77y8QylytjIC1yC0XGodqpUPoHf/AHIeFQCqIbHh5Ob3O0Xns9mv1X0qEEpNAz8zMvXSk/Pn7FfyzP/KVNsW3CwiZDUegUWlPeHT9lol6hIqFfFtMWgaTJoFmIaD9kZ1h5Xz4m+V6IV5IulllSlRCf+llUzskvfvFfJqCkNUb58ap/1DfDWJ9wXrFt+RJRmF1TRGaROzhVYYJALN6BXaWudawQY3sD/QePZU8gtZjCBMLoxCgGF8/HcenDB8+lzQMbmE/uT+s3rsfwY0dqxoIt6IHeBX0A85HnNnG2IilhngqTBZ6ipA5efmf9wto00u6IH9LvqCh/qtsoTEhDPHHJ7ZkDB95FL6OD8rGazfgKxsmFmHkGJKl/uAIfmHS/S7tz4M3/DUbfcUe+efBV0kauN53PbWU0cifQ5spM6tMBKUenaeYH92xPL/5kXzp/6QgdCCDbFQ0hWWDSRjk3zXufCdgokdGPRU8YUepskrno5Mga4iby0WCWYiqknzAs2OWglSJRK4bA7DoNbdlxXd2IubpWEyjnC12DkfFobRPXcbsXBt2Iumo4aGqSgQzQm9iy6cFU8vSkAwBNY0yXy/EqYUG6xqoHewtcIOFWz0y6kY6f2ZdGp0+m1eu5/2FjO0ipGFgOtfSRAyUT3qgEiGZ/upr7fDv6sDLhOIhY4n6+wfEpar0kRoNfmtQLU+cqubHt2TZ3Jd3bjiIoq68DY2dTX0t9urNhIrXPXU0TLY48JH3SP+JPzcKMO1mA6G6X1GkzgKfE2Jgu7eY5saIPozWevmtYrZkBUgduNLAKRWUzYpDRh0JIGuNkrJPmFLpTEhRGoDz1r2YY/NYir844pnfLZTvbr+ZdLjq8xmVY586dC0nH4OAgK96eiL+87MjoY/1xTAB9OyD/WfjrhKQI1gkhjiFmLi6XImiCqJg2Emf/ZX81P58n72UB5h35FSiXPHjqH074ZqmUPguChBy47G9mMvU0blQvnuUr96UWeBcnSPM3XAQyXJpd4vMZju+YUNn6iDgV6YX6fqQFZUkiIyUTQHroudglLZ7FTP7oOCcZYTDGOAF5Ar2/o8cPp3PnL7KD35oefmgwffXrX01tHBRoxFxCBm9muGcn0ONTEcO6OSEHrWJOsGVsd2iUzxNT1tdXa+3R+YhrvX3Xk7B4WXjny+vhSXu71acAAEAASURBVDQ+MYP+4Pl08dyNtPfJBzgiy9a+p7DAx9xW0+Ii/zyK8rxmC3OA2yu36jy+61xbJC0B8qjsreV0WxkNB6Vcf3FlwOsP08Y+aX167PGd6R///ufYrliFvYsmzuGrClrZxoCRCCVMtjo4WRfHQ6E3LnyQciBKlVsEqnWhlYkf2DCFAmcdgGKrjALIC1sI1iBEZpRZh86EVYrTYYGEIKL9Th5TnIWe1WgR4ephGG8GJmWWPOcIR4EYRsNyKJsOlznJ+MNgh+GZGB9K7x99mS2hoXT3fRsQdbFvTWe7x6vtDJXlbHsmfvlpepHx8+Uc7BKAahfDlIEk8Ok8+hgyWx3h1++fIAREUbAcQug6ynscJNwwFVgh2Ypl2/VbMWoGwe2Yw44NDHcbJ05kCySak6wQJiHsw/MtqQaDW+3oXnmxfQP3EtU7IdrfDAR72wVDfvqBAigPiXzs/xsS8Y3xi53jLFZ9EmbeddXMhO/VEohCm4znu64wGb57hFbdDn/FuZWiIqk6Hm7BdHV1RdDp06fjPqKiE6JnMAw8S97FT/9qP/2Jxc/JkaeNj+rkOlU+zHABFgGxAEn2Myhs9YQf46m4mIzNU5ibfx5rTsilGKPE6jzSEq2kXXjqY11Iz2v0l/DSW3oa6cvINZ6xK99ul0UiIvN0xBvDpLXQ29yOyIjwnDZC9ZIgOLFHbL/1FG/4T1x1Lcw60w5wND6MZz7N9CVTH/RXGq8dp6tXh9LVK5cwgfBCOn3sRlrX35V23HVHeuY3n03r0NOREZ5jO0QDfcntCoAap1doYCiVxq3IU/ndOBSjhFuFZmY3njJhjBiZG+oX9jeYr6LVfEfrjK7jwz4zlRKdeoxHHjt1mvu3xpBk9IBzGOeavUEB1gVJjAxZODOwbHINP/uT//SvfavMw34u/R0AInzBWYnosKp4URmzKZVbiL34EpVf/Fzp7bYyGmUQCehgLhjwDm5/cZQMa3+799yJDfjj6djJ56Eh02nLpofQe+DisVDdZdKHUGgYSINDwWAAN09vhE4EV2+iXy5UoqPsJorywQ/GAQZFeqif9jbES6RjEU625C1yVH7kb2epIDoNczGPieTMdPAuzPl56ZQ8bVzHzbca8/b9LEpvkxDX9w79LLV3X0877uxB+XQDxoWa4HzzPSX1tFlGI6NTkE/ec92iAVHp8PoM/6nCUOAWpFQv3h16rtL8J5I7IDNHXpXmA5AhYcCtPD8QoeJhuK5S2JJnDln8W/IqT0Oq30vMar/yXp4lTnkW/+qnYb+qtpV2lTxLOaV8n/rpStzqZw5Z/FvSlyepeXUY6KMtgGlOm/hVhzZ0OwxBN5SFkQrTj1RifoxSODfC/nd9akpj+I8hnn778hhbLZ2pv4tr7lkEdDN5tzBu8lJAYsn4hNH3HpgozwHKQHcikcmJfWjGdR7ki7X9sDfpTvUkXv1d7V8YkeX5fJi/8aRtMh2aQa92Y1zh/cd//MdxumXv3r0YBXwIOjLLSQUYMBYcMiNFubQ6ncb6HA8Lzlfrv+CRmx1GDPF3gohj/Ewq2dCfDMuihCEgRrzC4EQ2pgsHoGU27E0mqUhVCbPEnNY2WiPgXWpBdP7H10LNIKDZLkX2cTVsilDetRN955fHelHwZnxTfKWJPKGHTnjhaWwnSpx/YBBymdIEVnq2lzf9pMVul1+7PgYD4aV+wBaNyhpNeMukMt/MIUlzsXjxylC6cGk4nbtwhiPOx9PZMxdSU0sDhhnvS7/3rV3RL+7Ya9ZgfnY05heVM1E8IS/rk0vMoyDXMBRJ8VZxOU/0Kps6R5CHK2LTAAwZKo8hx5Xx+NYg4QsVAfIX122nEngPJsyjIzhxYyYde/8kfnVs229Nq1d10Mds0zCGrJJ/hYG/jA940g9h2iEuXAK4MWlZWOnn8jSH4qhf9LvPSnilBBrAf6V5Oa54VH7hVZ1Nya7qeVsZDct1QC9nMlwd+NOyZ2PjVHrq2V3pe3/7Wjp6SmCltH1gD5N6N3vBiIvwcL+W/gtRGDgT94ooU/VERxaYCCgZkAqS82kf009IPjIslXAsAo3gSpyQbhBHRc45mQuZZPIJJoN3w/XjtCppKI90Xi8e2zsUM8N+9czcCHtpL6YD7/8sPfbk2jQ4uBFFIbTV2QaqYyBIWDxT7SowbIJYL/eDwlkRkXKR+cj+/5z/2qbSvmXtMMg+kbBUuRjIhtkxMbAVoxe4kEBnmlipmNZfdXhVfuajW4i74IGneQlr0kYdKnnGO/EijeHGq+QZyLL4KW6FKwgVHpLXUh8j8PtAnoYbbyGDqni8VjUhx/mQPBfaZYJfkGfEI0pkXF1mFQwMq4ar0YLoLIOB2RB3HumDR0xVDOXgdvSjF0gxcgiTUOaJJ6YCFg5m34xi9XxbU9qF0btTVyfTFYxm3cC/m3tMVvf2YOCL/CCkqJcCdlcCEjWLY6IABCHix88JzRZ/Gpx0rXqLxDrpp2Tjj/7oj+IIrSdbJM5utbz88stIQKfTM888E9sypvVneL12EaJRuY8KQY/JhK7KsKCnWeiUI/LiZ7AErL5M6wreMeS7q2/TLh9jwnXR+e5ERU4xKZqStTj5xMJZFDEPcMF8A5X1IjAkIJaU/+dsY2JzLZ/LcHIurvja3phYTUgds66OZYjDMhAS3xxHGJiVeBSMSMRAPVjpl5MEY3iebYrhG/Pphz94EebhQvra7z7HqaFe5gVs+0KwbwyNsPVwPp09fT2dv3CcKyWmMPbYwo2pazB89YW0FqudMhdxKzH3HoUByVy1KFWwZOYtw9M6a27Bhlsv62KtgwGg7yMufhE7g4E8HQ/mI77k1mR7TzInccaE3Aij3R5saK5rTWfZMrlw+mTatKkf/UX0h9QZAHZu/NhX0T+U6zj1n9tDznxxGSigoQvD5Uflg1pV+1Y+eCz192SZfRD6P+T5cd1tZTQEbvkVSUaRZmQmo53TIbOh6PLYlwY43XEuvXXguzAZ4+mObVyklNjzVGoAtXGrQ9RVKIBX7LFJ7OJ2SzC/KPkEyDOsQppRJBqF6y6AU5LhWBCf6cNgJnzOUJbbazIXHs1TITWXLXdMXJiMWAOIZIjWxiaHOF77Unrz7e+zXbKGm/n60yoUVJswQ97UhIJqXJaGVAPkrwtmA3404JJrEuK1UqnPxLMg7kc0xmj88qCo+ogOIQjxeiZWlbCSnZ/hGL0xSEq437qFCJXXEs+w8l7S6IerSpLfS/iyPKvjRbrqcLGzpFsWMT6rw0p4qY+Z4cL7JvIsyVdsT1WeH4hnISXcwIUIS14/CIMclxFAavCfT1huvhR3ewmUXyweHI+OKaWMkYlEGGYkjadWzDGvTcPoO7WkK60d6dLIXDo3NpvOYl1xNXc/bGxuTD1YF+WaqKihhHeWAaceVRRYVlxl0NqUT8gVRqC6+JgY8fCpMmlhMvx2obFr164wiS790w0NXUOx9H0mwPOsqrm7AlsMQllT1rEwk0YIZxZTvAY469l2CmlP0CXOnECkVDbU0nCNNNB/zo6kU4LqHTjSml/kPLniJGU0J8iZmGiQTFXmGCccaav/7Jgcj5iUIwMRl4FZcZw1yC6XaRrfIq3pcWafQ3n6zocTrv/yJG551NvoLOziaC0KxzOWR50iTJyj7OHhqfTST99J/+n/+nEaGp1NA3c8nCbYohsfH0mXLquQfCxdvXgV67UbuRtrID3LTd7dPSwAY0seI20wtjJlboNDnePdRW20S1zONY6aR3V4c06w0rbBn9I4aXgwjVFpWS1j64hBXLKkLbxHhoT6apsp1yCFdParN0SPTWDd+sgJ6sLs19OVOru5VBOL127tW5KMocw+f6N85yZ1Hk2veoAie0epd6NE+fy9FTeHrZyolHlVIHAr6Uvc28polEIdOCJ8YTLslCbMsrY0g+ZcfDaNOeOtGNZpb+lKJ45eSm+99j1sXRxNjzzyBP47uDGyDSBDvBBRzKMlDKxBC7Yw6KXaRoDv2OXdS6HmQSLvH1E5k3kd2/IEkCBz5nmQ27lBLIBlIAFP8UelUXUwZCgccK4eNDWu6E0/4T4Zp0wmMRzGueozh9Mrr/4IhaKTXHSzNW2/YxNMBprJXMimAbBmjse2treGETGNgNUq1gMp8uCPWpCprfH98+Vy6x2SDpjKF+IjbxedY1Vbw36/6rW/dp88BMRQCbK9FH0lpeS/W1vekmuAE06ssBB1u+L1TiBGPf8YrxDKGowXdWCafII95ob6bhgOjO91N6Wr41Np9Or5dKMVmxV8z2DGXLGyIux8Yy5kX6JJmRrOm/Om5E+Jk64FHQE2yyd0aZx+xtGpLOpFcNJA03g5XCfbKDO01ZWwv6vck/H9738/bdy0MSxMdndyjBY6JBQFuExXLLqAhatvGQRhHjZ6yLNBJkY4QaiCySBGnpSiCiv+cXLT9kN25Emd7Wn5OztWuujkZvlkjY/bF1nXzMnfFZl1r8MvK14a157PLktWzIx2kFEwQr5Xwqk2+VIOCsUzIQFDukVBOYZElzopmqZe0yDWPLdjj47Pw6BdTd/925+m7//tG+n8CMemifn//OkP0v339SHV4E4e8GvnTix0fvEx3jdEjeYRb0tT5pAMWb7bFfIGGLbFCTVaHgyGkywxeHe73qdwEVYRlUor2NDWhunNyxDHiAxTtI32hDO9LiZunsIXP3oIuNpflEkhLp6bkH7vP3wyvb3vvfTFp/ekzVyRMImlXaBrsqjf7DxmzCMbPIBTMIHMdQ2MtxpOINXKKBBfpe2oK1+35GJhbwsyA1XyiPbjbcjNuNvOaOQK5gFXBpmD0DPrzS1y5Zz4mGplgvcCmppgQJoQOe5/60T68fOn056RL6ftO+7G6BYiJK7Jde+vnnWPkgYb7eku9XzU4eCKkbC8UIs8THs/gjrAHQAS+TPY/BtvjCIHffQ8zMSU+4EgQdjDcHvEccS3A3nay3AIqKmbwoTxfi5seyOdOXcwtXWOpfv3bkmDIEUHR/m8kbWlycviMF7ULFGlvlRMZqiOekl3RJoFR73B4IXPz+RLdXs/0MDcJ+FtV9AfEqMamQ2G1q/dpwECrJoliJXx4zpOIpdHoJOB/YSVX3osKC+ySI3U2X/+lIQwdcWgq2fA1k2yyqwdS61crdzOSZXJ1SiBy1igXDrNxCmxn6Y8jPJChM3SidhVtkzHL0Sm2wKsmIzF0woz4bd6GEVaUcKrmRDj6oqfp1h2cIpFf7dOnPSakYR0dnUiBVXvzHby43ngQL6/KfbMY84VzjIaefJROREWLExjy9i4RasxKkdWoXm8ruisd/Xq12lSxiH6NyZ2VtLUIUpzfLoNJj0knacgvIl7Fi15aWPoGciZGLtSD+vjCY16FpaN6OzUeIwI53US0T5rDtHVRIAGG+1wbasoKwuqSCOdlAN89e0YZpxJ//jTV5AiH0//8A8H0qUbnNIgpnH3Hz2TnvjirnTffXemzRs7uDjREFSSa0bJ10ldbIQZIH9zjVTCGUJPNWObrkhwiAwcqGv8TJpPO9lGNJojtQny/GFTgDuMgsGhrxEwtJiMJ1OsYCdRGgyT5IR5Wigf8aat9GU98+H0NHp+B46kjr61qW/DjtTCyco5FFHjIAN1rvUouSdcgFcMAxg3L0CTtbS+/sQnm2ezZDhu2ZnWRE6Ev4SjN2+/c+CJcIF06GbYOYoXfWqHorUNRKJ16i3Y4duQSHR3NiBaPJ/e2PdXGE15MW0ZuIMVwZ3cVbIV0ZgmxZuzfi9ESSZO/JW5kNNUH4ZxwIBz0GRyaMfIUQdi8C4BE6CBwCIgH0qkgrkgLE6ZqBjKINIIFxYy0oWhk+nlV55Pp07vp85zaSu3WW4dvAOLpSA1e3/NHIttbUOKgUSjuQWF1sas9KouST0rMRdmrvSERyAKueJDwVbu9vfLP3WJwre6Wb6XX0A/RoSxsrNvJGLxi4SLYSXOr5+fBARc4bp3DiGDeMk+OBXU6geRq0MVmhETYSpuhm4AjIZE2X34uIWS1aRSQpW3A/+RcNTya2JSbWbSiSkA2wajSDiu3RhPNybrOSbel25w6eIEuNAm4YtBE4jxSQBhoUzx1DYU5sGAaiaj2t+wQv+C9vAtHSz+hR753QL9eOLxJwKSxrHJ7tuf4xbaI0eOpHvvvZdhw9TJ6meSY5mTUzJf0NCYTI0PvCVkTGR5xSxUpTE64OZ445EhaB2cqKDHrqzpSXsnjulDB4eHR9IQBquuXRvmfTSNcXv1OIquo1iqHL7BbaIc6Zem1TeBCUHXlGqgayKThHOVHsyOEyrvUywMp6ZqkWLPYxWaRSamtFtb2qGbHUiyOlJHd3vq42btzo4eGBMnS7aQoLs1dYiYaeMMbZoYnUjf+c6P0ne/93Y6g/nvIY6nRuvALem42wjDQ1fSNLYwmpCaOQE3glNh7wipmvOBjY9tCrBWdBKWoHVmOmQc9NQD4DuJy8RpykDQxQ3ImKLTAq7bg5Po9F0fHuPG8BvAaQQjjZOYKJ9KI6OYKud7YpRboV21krsLa7fTVSCtY/Fp31oXsiVfpeeznDKZTkePnrA307ETP06rUAJtb+MuIWwx9a3iVBM3tnavamL7h8Wsx26BtcqwGvGaZXtSI19Kg8KZcei+5E/LisIqnx/6MB3lu6hwnH9cd9sZDQeZrgw23x2U7lsqCm1tzU3KtuZBXMKC4WCboQ4At3cMcaX89XTk5M/S4WPvpI1r7uIY0u7Uv34TQBWw7K7ZcRCrOgZhcJO8a+QrpBp0rDVYBFl+i1LtlOhx7yPhFeLo9omD073SKawZjo5f56z8qXToIMh97jBc5lQavLMV8+IODETA2LZvx8ppB1ZK21AAbYHBEAla0Ghu4thfIz9XKJ56kXMVDrFiiCGyWCvh8tlwtimwNZojnGnxYtPKQIj2GypCkwJ/Y/oVPnhKCp2olrrKRLbUkzTGjb+VEMuEccULVAjaoY/v1X7VVTMTq1fCfQaKmJNZm4Gu4u+n/tV5ljQRrypudZ7G1y3ENW8d/kHjeOpVnSbAVuJVxa0u27RmrV91fSNP/Je3bSFeJT8fpW3VZeutLlSlZ3hGKfrGz7/2HIhNeiUT9jjf0YH0MH0YMZmIFC43REWgA4y9WrdVXAAYAoNfz6q3mbEzi22bsdHmxFwKo4IdDgk7q944SSDxjzpQsK4aLn5H4+MlgqIufla5nMR2WPdlzkA9y3NZcKFphWEwWD8ZDP1KeElWzWCU95LGuAFZACTd6+jsYPHFqR5/SAyklXfffXcYFXPlX8ukOoZxtP3vHkwvXzmXnnr63tTTtxq9Nk86wPZRbxlAmb15FzfkazNyeyv0kQnUyU39t8lxbrm9fCldQ2dEM9tDV4bTyHXH2GzqYGunuQ19s8au1Nu1PjWuweZQIwrujejWsdBTUlvjdjCSWu+XchL1J/CUSsZijj/Cxe2KaaTErtpnpyfQpfByTH/j6fKZ6+nkwTNxq+48ugmd7UysfW1IuLvSKn493GHFZJB+9Pc/SD/5wXtp6MKNxC5c6mL7aZZVZRPbbi0sTlvZNp8cOZxuXOfizJnV0X5NiGvuII6kapypAgmZsVmOqAJQ2oqmhYtLYKu/FmOCuQgE5tQKtpOmJmaRpkxgmv5yOn92iG3za2kYWxf1jR0wEG1cINgB07UWRqo3reMyzq1buX4CvSOlVeKE0o7YPqc/lWw77cj3OBTkDadd4XJyRmugcZ0FnjNY3p2aQsoHzJyHLl+9ksYPXqD/36POM4yTJhSLe7B83Z36N/WmHu4C81bqOlbecfKGpwsBRhA4kRHavzrHYUZyv4ovr8AqmFXKr7UDY+Qazs88wJkcmwbAkHyYu+2MRqlIGYBybjoHXP5ZYaz78O2E3ADnp1hN8V8DlkCbuUytb003HOIYg2ECJaq303d/+BrI2J429+/kdtUBBsHq4I6biOuROq+zVgmzhlEX5/0ZzAEq4RSlg/iuuOjtPCAQASr+o6MnYC5GbmCI5+wpbNsf51jaGQYFZs07atLmwea4Pa+riy0SJBgtSC7a0KRv49nV2cW3WyetUWd1UORiG0MZNB/DksHInUS3USddecbHZ+SP7czEzenDI18QnxhRDmpWEvDsklc57jlWL054Ie7BVwLpJOe62QESugFQy4gfnZcJWYjvq+AVyr70p6ceopejHMvNjE5JH5hQ/MRBci7OsqjIQhrTWm+7Kuso5LiL8UyZ8y/lRJqPyDNjo0lzeTm/nFN1mcvzLPFKqdXh5lndxur6RjyrHoRiaX0jz2jy8rYtxrO8qDPVzVM8MI6q20c4GfzgZnLf1ARBz/lFOERLPPd4n2New+TW1Rj2ddA8I5KP47dD64tMYq5g2VhJw6zez567mgaZ4HqhC3WNbLFSk4YYT1bexLjydMLgfY64jnHtH0Rt/FOJnmue6+tfXcQxj5JPeUaoEbKHfwPelTFcgqsZj+Lns3qMl3fzKLmZF3NReAQjYkVy1aJML+2Slpw4cYwl+FRCEJD6N3an+n4mfq1UgvPXrl9P7x86FAYL12/YzJHILni+rCzqjCbdnUV64dF9mYmTJ86kcyfPpKFz06mnuxmGojW1tHWlzWsHUteONVg0boTmdULLmLwaoav+NDvQ3Ar8M40NpoJ6uk3idnUMFBolHEJSoJfNAv4uKq3PHJPn5PQ4yvxsm8dEOpkmuX17ZuJGGh/ljqgxJAI3OJU0ei2dPno17X/zBBIULNH2scVOXz7z7Bewysox1iZOLWrQke2RugaUOcULMKu9BWu06GfUoeszG5IaaAeTOMahA81iEqWODoVY8Vs3vudgAIL5gimaneH800QDl6aNpDMnr6aTx6/DvIj5bWxt9bHY3JLWcg38AMdpmzg55Rwls9HAlnlzE4wHBr4aqZ/PWp4ykDLI0c8yZQEqCuUpBQrpD8xfZn7oM+rgRZxeQz+j5IrtqanJMYxGIlHi0sLx0RswIMANOy4jGBs7+P41JO1nYa6Opt41TWndem4d39DGk/kTiVOrzAeF1iqyl6YGbaU4YUK/REVc4AOLcMLHeOC7v2BSZEACaDkKEXCmLYha8a88PjFGo1TDgSYi+lOqIbebEdGG5Vh+2+baOlY7/GtkddPOJWzdveNw38NwkVexnHYxnbvMUbkrZ9CDgKNsbmfA9AR3r55EGxymoio5yaUTvGXYkVMwkBgSgqOWsx4ZQ0zIsbsrQxdB8iEGygi/ccqaTGt64bBXd6ReOGvvaPEmWfVI1CxvbYHZgOlx26TZkyb4eQFcME0MzMVjrXJ/lQZGL5X33ObP9l+xMoZZptX5Ey+HmcwBz2BGQHDZe5Hf/a+QZhBeGRgZRk4awtJBo8twFGeMad+aX+bgK4NI7+LK+/Lnh4Xrv1Lc4rdSeHXYR4VXx13pvfiVp/npyvfy50ph1X7V7yulXSm8yk9xdCFU1iGYG/vAPXA8FsIqFcxFSKR4C4bDPlf/hrgSLhW8TQ5zMI9NDict1qmEsVokjbvhbg9cvz6RDjIxruvF9De3x9Y7tokbBNT6iTeBCuQPTTGfXJ9SRyNZUH74pTNJJIuvj/pjzNyij4r5S4ULK36ZDoLLTlRMBI4goackobu7jQVWJ+3UyCDbAmzT2pJpJ8qABcryk1MwFUMxnCbHJ9L1K9LPMSYnxhZ5Njf0pi39nSiws0hiwdTO1Qxd3WxfMJE3xok5zRBAw0Iiy4TpZMR7zNrAV72Z0LXg3TpKv6Xn0YcwBXkSsj8ojzrNs4U8D81vmaFXm/VjkUHYLAzHPBKcWbbRlXTcYPIc9ndjiO2by6zkr9KukVQzOZLm2LqZb5hmTmjhpM5atheY7JGAhaVOcQYduloYL3HMLZOYG8EtmQnrE0rLvtrr+LmE8cTUFJafx9kOGuX0yqWLSFhOsCUyJEXhiHLaydZON+X0snWxGiuxfaln1drUymVqDWiS1gP7etpV76lCGInGZvVSKI3ZVrKmxM76wQtRWmYqM446LqiK2qhM5HGTMVKEOG3FIhleL81y91+LTCK/GRiPbhbDStt9n6B/rw1dhckcYmfgDFtcV5jXxpC2jLLdNgLTeQHJP7cYb+pOvcxbzTDo7hjUIQ5SZyorAQMHQUH+LvhcBGoFmFfqZh/iZ8fqscQFQJf4VH98YoyGlS3cvBXSjka1n+8OprKtYnhzM8JSEL2xaRxpAYaB3KNigK3v7wWo7NEN3UgjQ5fSxNh5GIW5dGkITvJsMwTIfUIZDAYCPxkNj5aGkqiIjUhyVm4fFMuTnDjPPqKcNtwjOmqU0wz32oYosy+YC7dAGlk+tDS7LeKJEhmKZurVHOaJZTpkQHzKQPmzDblNgn1p+4XB59Fl9ARrY3YRezNS0xn4ufp0IgPp+WVmQgZChC+IbXwkIgsiPAlsCSWOBNpJK2fI3zxCSurFuCVNJI8/Jc7yZ3WaD3tfKU113JXCf5HfR6X9qPCSd3W86vcSXp6G6cr38mcO/eDfEq86ZCU/+7ucTDFu9JB+/LN3o4+RhNQ6I8Ao2r91hDczLjsYPlv6utMVLDqe5WTGVa52v8IVAdvWrUprIPbNTnR0s/TQsp1nXX+qqaCLfXfxDZf/fvAZgeXP8kjF/xN6xmS0UDawoX7qG9ShHBFSWSbUdmjP4OAOGsulCtCgKSaiixeup9de2peuXZ5KnYjZGziSVz/flnramaCxNrmK+556OldDy1pZ3WamoQ4DgzINWbIM/YKG1VKO4bE9UtkiCZgqJgjY04sV+q4OWnSG41Dmwn8RRg/jpy0J7VzM4acCqQsCGSd1MGowfNjGnVPNhK/qwhrm3OaYVCdYyV+/xpbFxVMwAefTKBPqleuX00WMbrV1tqetO7fEVnZnF3WPvSK3CjIuuGqfkbENekE7RBB/wNDFzcRUDTpB09wrMsF17GwjXYLpmIaZnUG5vwP49K1Lvas2sJhcBaPRFvBoYDvEe7IAFTReXRXawE+4eeKxHgmCiqTONx7Zjf4SblloQd9RNvUJZLQuvAg/BYGOEdP5LQV09levSf2owpxorXSWODI5rS3r0RGcSgNbJtPo2HgaYV68fu0KDMj5NHTxZLpx+Wo6sm84re67ngYG6fsejMZ1M65a1cOQKWOk0Cex1WZFqXfwFyH9qDAaBWbW5ybdJ8JoBBAro8V3pRmxwqHSPhUL6u+vMBt2mhO14hr9pjDsNYmCmH6K9ZzUu7tBiM3oUsAFjwHka1dvpGGAPDaGuHVkAqVR97vsRoiWx0vpW/cK1ZK2rHpEWyptNrOX1sblSav7lIqsgcFoZzBYFmWj/xFbIMRVgVWFrWbEh8FoIGlpdqskmA8Zj6UMhnW1rZZVXPV78fusPWMlZqMqzQaNgYHfYGw8S6AfDMDoIf1k/lTwcsULswGy02U8nZZwRM9ZOIk4UPCNUWEsAsEVy9LJRJIy3n/951MCAZWmnPAlmvSgCqWSUdZW+LOuhMh52kilO4mrwnB3QTAgnVazD70K8fIFlBIv8jty+jxjmz5e25f6OpAoMr6hvTgmMIi9hof8FG9cteZ/fvNWQUNjh9OjuIw+la8lH9nPuq3gXZLfrqc1drJSmZO5wg9uFIUe4jcJE3bp3OV0eP+xdOL9i2lyuCm1sardzDbzpvVbkAJgs6MFqLBt6QKsAVqb6RL0jqxkLNTzgPwxEfHH//EjHrOkkiSX7LPSNn5B4wLCQBeal+FDv3r0NVeUDFxA0DfUUyYgeoZnHtuMWyZUt1Fti7ufbun5E0O8TLOtZ21azW3bY5u3Ick+hwnxKyhOHkynzl9Kk6M1aXhzR9oyCO3uYEFIxc0nmw/3NA4nnVh8uojR6KJuDkmad2NdvDSdDh4ZTadOzqfLFzn9OLGaK9nv5ELOO9myX8fWjPMGcwG0vR4mKuoUogphA9MU7XdOozwbGwyH7aLuIGQ980fAjnDAHFIOGQ0BU+AR6E8YS2MYHIIYG4Axg4gsqXYw3ep4IPihD8hf8obLi2jt2Khoy7xV24f0Ylua3TAdDMeZkwfTiSOvp8sXTrI4v8E4quMOrobUv4XbyVE0RbYvMIBXYQ3sHBd3lQLiy5JuzZXcbi3Vx4zthFM9sVa/yzxkhPSZmQ8RVn8n6GAokAr4LVOhctQEijJj45gxRnSkRGJ8fJQ9xwng1Igmbltas3ZVcMlhrlwdDAAYZ8x5el49CBMdqvjIPTRd1IE/Dh6RQo7cvchcDxmHzGAUIzwyHQ0wGOpgyGBolCuHsWKoSDJMWxiM6ufHBOM/82QAvOKcY2TkdcJdiZOrVs8txN4hLH0QT57a0yiW8xiexK0wDQxQ0CoGSM5ZMTuZmrnxzIvvkIMwS8l6OHR0Dmy/Fp8OqUVnDn4vhucScprFuNXxTL00z+oSzeuDeZYaLZZjLovx8nt1PUu9I1r8WV7PlfIsbSvlmLC8Lz4X25XDF+tR2qV/fl+MW9qV05T6LX2W/OJJ9xmqs2WZKSRXZwSO7YV0kV4N0Tt+9qTK2aF7w3sts8K63tVp/do1aZzxfOzUmXT+5Jl09cKl9OBdO1P/6h5ptznH03EXJYkX5GcxFm+ciJSrkt8rHhmG1q4EikeRI4my8yuC46Xi+St53EKGDIBY3Vo3mQSPlvL0ItIhrGGeP305HXvvVLp69nTa3ndPuuPJu1NfD3psDeguuDp2MkNXw0EYE2VM5wIIuEMDlWKovB7jCjiGNEMGokLXpJHzvjuJ4u+qmC9gLPNPJXjq8okNYakkw3B0JchPMb2D2D5RmXQeRsA8vK5hnoVgKGUqCYBhDFgrgWZmVfrRjInuTas2p429/enOgbvZIriAocc30nunDqVLxy6lwbs3pzUb3eJm+xr9DaXXMkdmZB5OzJrnGoE5OfTeSDp8YDYdOVyL5GJ32rL5TpiwrUioVzEXtJBWCTvNQXIgvXK504heiORG/8iWbQgXxW7h1cmUMK2oiyTzFmllsIjvDeJ2F7xCgCcYEdtOEwVHvMCYzJCWqS3aCmijXELDrgmCEuY365HLF5e18aTwAehZuxg37jzPzSBhZ37asXNN2rT1/nSegwxHD74GQ3UxHdp/Pd1xz3DadW8HyrZN9DO2OchHpd48BshAHOPfx3W3ldFYqZLVzIbEIDMjICEdVc1wGObE7aStjY0p7jVpasJyINIH3/9/9t60SbPjOtDL2reurfd939DYARIrCRKktpHE4cgz0kgOjz0Ofxz/BtvhCH9xzITDdlhfxuFxjMMRsjWSrREtcYYjigtAAmgABNBAo9GN3ve9uqq7qmv385y8WXWrurrRlAigQb1Zdd97by4nM0/mzXPy5MmTk6zrdYDIySm29tAyKs8oRnTbV5h6jQakBWxJEUYjxd1f4oXeBp0hxF2Euf6o4qjiSJkJl2zMX3sYrRVjocQiK/rksLZ457m6q5chg7S4Lub8d8nFgM9PoN4vNCOfe9Vxw6v4y78bw87tJ+SXJOHx2RTGI10wEiV9buvqLYZJZ8iOAH4qsdjoVJjpQY4jDKHktwKzpI/ACM9POXw+vr71uOW53C19fjaHnFdJUeIszHNxeXK+C/O5E2Ypf45dD9fnk2AuDvd9IUShLCzvwhglrB4v173Uvg5z4XOOgR/9wvbWBbNju8b0zLJAFCpiEIwIRGWK8Cz9MCkkglF1GcuVWx7dy6z2Rnr93YPpxq3JtGaQYRYRvJ0ujuY2e3qG+doFC59qn5zrkrlQRsRFguruyK+z1SxXDpv/5SkA51if1q/48a+4KLfkjrwdN5X8qYfgrH9qsjnvzjt8Jp06ci5NDU2n57/0TZQ7t8PMwziwFVObEhoNlELG7Fz2gM8kvkCBQwQjO6RB6l40wUjAdXAnB6mqfl4yEozPzYx1MhxKnV0KaZWYFiCUUYuliuWd4HnwZbZfEQHEFx7ZAYcIIT3RtqLK+erVTbszBiZhtpVvGH0FmYwZmSOTu+RivZHmbBlYm9a/+M10+MRhrDO/lW4OHU1b965LW3atQqcOwou+RFBnOoAwJqZa0jV0VN47MJTefvV2mr69D6uh30D3YivjeA/lYZcJZbV+wShQxhkZYbiz1mCIrbuqyJZdSYC0hPIFXsAbNIUU0A7wo8QIimsVYwnFO/h3ySWYMNowxkrRRn1lMJRWuHl2yvawG3IDhZSJH/MBRuhS4G9ccUcDB8PGyhMZ5Pw81Vxpl6cmqwS8YuVTSHt2I/U/z66ZA+knP/hhujl8OT3zAjY7VspUKfWBmbNA5J/1M3imjP79vO4zZTRsgOIWP/seOLIzZhzSsEoV5KbROmeZwjMCJPZKM6ZoBe8TExgphgU0LL+jXcx7KMvEsohMR+Zks1lW4XORWSAvGovPtypa7Kl2Zk2+ba670TOUWIRUReYD5kFlVI8Kdruq/uprWMZcXuYIMiakk9M3XGf9ylVwsPi+WOKzOPyL+W5j2jHncTzXC6pOHKNFjGh8zG4tc4kkJ6FPMPNwsGG3QU7HwFaJOxkncqcvDEnFjDj+5PRG4Cuuubz2mD3ysx83HyFlsTix1lzFVyxqHvPhvOCyX777ntNV1ZwLLzDz3frnuHfCFF4Og9GuyuF7yZunueccPg87EtbizofnkFLfUkZ9S33qz8XvThxYjjqO7o2DpWFa3gjJuOJRPCum1dutk7EF0ygwh+4Okep4iFSsGRNL8ukVFnpJ5FHzs0znWplldsBAdtBvtq5dyVkQX4N4MDgzwE5A0EbGxtPZS9fT1vWr0oCnNzu4OFCasbcoF5F9zbeqpTKewp/xwFRRVu++hI8vjCOM5nUGwNBftCt5L4ZrUWQxtDMxOwNJAiczSCqOw2C88f03UttUd9q9fkfa/sSW1MWsvAmFwRaImwqLGnySkDipcnmiFX2IWSSzEyxX3Wbypr2T3r7B1C2RCupIu8BszMBoOLbZNko1ZC5CIZS7EzKR6sTQMdTna9evI20eS8sHsYmhH5RxCinlFU5MdTmhj+XnFsb1sPTKuK7BMBUmPeemCaKovo7LOuJ4BgXRGcLsT+6uMetgJMGCEgp34bQy/u/Zsh1p16p05OPD6dhbp9KJwyfS87/2pbR2E1tjMdjlksnUTE86/PGt9OZbw+ngwR6WkX4r7XjkecoyyJhDGQDXJj2izjJFCLNJyyR3coRtwGwQ4DyUzp4uzudBX6OjP8oSujLgN8pP3SkptIJ+B6417uSSfdhz4llph+3Vwlbd3A/5zvgjk1DibQH/N2/eDBtRMls6d0cqaXcXzyx9X5tmfi10eeokusE9+DMPh0kZxykq4jfcDOPHfgagdwTPMtOMPiFmzbf0rMd2yba0//W/TGeQBH37H+2G2fD7uiXPAmDqD611PPybOlH3mbk6Ia0/lwJkZINqcB0iLVk30GKnzSJUFV4wTUul3Scus6GiU2E8fM8MRmEuMsOh2F1mQ5ZQOBld/tIKuKwkyihT5Rva6/SC0JaumI3WavkkMx4sodhhQmKRJS2xJ5pyWtb8TLhcLZWpX5EhP0vV37C7+Zd0v0x3PuH4AIIIgfsYuPLcIAY2W4fPMWZHeajXEJRa3/zxFUU7il989fPXFBIuhyUbNJua56MJKsLHF5kRj3ukN2X4iXuS1Fx5L2nizgdrwhJm9PIcySv48zBz6QrYubhzec6Hz+dTYgub8Lk8jVv5Rbnn4837z4cvrON83IBpYYE7n2eBjX+E5fgLy1viG+ZzjhNv5Zny5sf5uCUPAwwr4UxMaV2ZjLxUIrOjlEIRvUajJOCavpb+zzDwT6Fhr2K2yyd82dwJMQ0dxQGVgSAkjOpS+Ycwk90DKPZduhw2KL68a2vMDCVcKgmSC3lX+I1cctlMW3cO/7nM2Te/VfiKuAvj19P+Qp/NZnFWgS/9JTUybuyUwL7Dq3/9VuqdHkg71qGHsXI9OzsYmyQ4Ehuoh8RJUN6D+eKBFuNbm0Wxktk9yw8nz5xOL3z1pfTcM8+DbXAMuuMOzpSaAJD4tpVtYiuBGb5HJRthCwUuQIL3k5/+JP319/86/af/9D9Le/fuDcbm8vnz6V/+r/8y7d2zJ339a1/HEFV3TCrM3yUHx/Sz51BgHLqWNm/ZBCFvjwmHfSIrVlIWC2PL0PgyW4wUPNtSmiaYTN0Uac/2HeymaU3Hzh1Nf/2Xr6R//F/8Q9KzNMP4ferEcHr37bF07Ai2Jzb8OozGMxDvPpYrXOawfmKE+oBjx/IWpCnDtzhK/sCb6dqNi9RjEgVR7CWx5ferX/0KJ/SyXEcKS+AVUgv6or3V4UcdkVnayWUtJR6XL19Op0+fSU89/Sj1Z5mILJ0Ae0BnO4zcMNt833r7zbR7J4SfXS0h7eEsMDpxZjZgxJS6yxBGWtJLu2bIZ0ajkvjHeMiv4g4tuqpjCJkEB5ZRBop8OUOsr//xtO+RrrT/tT9Mb715Ln31pVWoKJiMyKaj/OL4b+o+U0ZDgltc/XneLxPmTGwzMmwsmQMJuE5GIoh5cMBFcpGZDtO5rGIcRYieTTLNFrlgLgibVnReHx2BZ1MEo0HjW7pgCsjKD4SugvhPJLt04kcDp8hHlKUXcu9KNOTus5KnXL4cth9dnckA0B1u6frP4+eOBF9kj3q7i+VAurf8IXifaxbxzoe9DINnk0MoskEsFPX5kU6xbU9Jkf3dlH4AAYOvwNlu9rWf0I8IEZsRz+GxDMjG4zk7vx5HKwF6970KKreIuzjcSFU95uJVfr5HGvMpsBcBXQBzcXlqcePRfHywzPeCacbGNc86TP1MW68bfnNIXIwDw0zDrbgF5SW+7g6Y+pVEJc+CN8tTwiJ1gJdh8HwMDXUZroTRrXQOmjIhfFkwHQ5vzD4RX99mVjzYy7fF7LCVGTykh5VoakaaZiYlefZFOgdY4CJ0RGGwKz370HZrH0RynHFBo02eA6IF0jbihj7/3BINSRlrcu/hudZ3rYFX/dulmPJrgTJ+PzVX8jaDkr/jmiVSgdLxToIoMTl68FCauDGSNmzemVYvG2SnDrhhTNSIoWv+bRAdRjX+GMvEjEwd6ab59jT3febixXT63Ll0/MSJ1LtiRfoSjMYkTN442/7HR26C4JbYWdfDN+oZKteuXk3tUKUJ8li5dk3qQaIrIY+zO8jzIozewSNH0vsffphWrkE0D8wz58+l1/e/wQ6JVWHt9BZtewvDYxqk6lvWB2M4mt7CKOJVrKC2YTl0OcbCJrBEOsMhYz1MLrsZ/xnYqTeK/HYWL3CRia6tBxllqaWDem2MPEbSj975a2xhXEqrVrFHlDIe+vAjmJkVSKj3prWDj9OOy6Lt/TaCDtD2Dkd2Ac9aam29ld7Y/0PsWYyl7Vs2pE2b10fg8WOn01v730u/9fdfwu7SKHZAxijaFHoh3WmgYyDsXoxQN44fB0YzS/ztLFt0pqPHjqYf/uAHMF+bYVj62Lo7FDtFtKi6HKuo7diP2bx1HUqaXenWbXCDQbAJrJ9O0tadKnpiJG16loM82ap8a3gMYQ6WPXp6acvmdJP4N4dvp3akJa0tPeSNqXgYlFAHoDPRVLkzgx9kJFxsd+3ZlHbu/UZ67dX/Mz36xErKScX9bulm1se7LnalcBfjOqOIL/to8YuA2s9nymjU8r3HIwS/+ri9lRl+YRAk8n5g88xDllJkaYZrYQ5YXMSJ0/AYcHL8fAdiICajRLSYH+0gR85ddOmrwk/MsOlpIeFwKQQuN5icyhaHZWlWe5mBKXfMLNGQ4Sid1YqW+vj8d8+JTbvg3Zw4E4/2ZuK59kgLrNuwNb176hUGlWYs3fWBe9qDNg0TgLSVuxFoJWJCFBCnOqvRYmRMbyEpso1BAMg7DDQRhW8K5xe22BW/cv95wxfH973AKvfFcYp/uS8OX+q9xC33peLot1T4Un719PcbXo9Xf67DKs8lvNyLP3ea2RlXW3zkEkglGbSVjKQyawiIVnldoVY+fAuLlRfYmrd249aI1634n9CYePKNxueraKM4vnsZji4IXSf2JUoJLmHJ8acHP8bA1fq0afWKtBxDe+3MoLsgwPTEGAuUhtV7bLBWuVvGWFsPiy5V8vy07mayREYxw4zCZCZNOwjNMOVnjh+DWGMDo7uP82OYJMGImV4pg2NWkQSB8liGiPFJ0TxhtzB77XLDinVr09rt29jeeSWdhCm4DYH/8+/8WVq9biPtNoMRLA8r25C279qV/tv/6r9OL379a2kcZu3hRx9Jjzz6GIfAbQnGxvzaYAxefvnr2KI4iSntU2GDwl0iqziWfc2ateyGGEo//clPMGs+Erv7pln+ePr5Z9MBGA0lEx9Tn1tsYz778dHUh02k3/ztb9GuKjrSXpTbgy5teeVisWWWuxNA1PWoOwwnnaMHA1p9/QNIEE6wSWAPNjLYlXiLM0+aNmAmYS3jDwbNJqUtMBRuDABfElA7gmwZq+NsFb3MSaofpmeefirt2bWH3SjrA6eb1m8lPjZKkL7s3/9T7C7dYKkIi6cwtN/6B7+KIa2x9N2//G5ax+FutyduhXHHRx59KN0YuZHeefctrH/+fvrhj95NJ04ch5nmDC2yhZ1O/9Hv/C7ShbfTQ3v3ke8Zjrc/j/2YEcrVxHLNyvT1X/kGyqsn04eHjofSr8tK/X19MIZPcrjca+n8mRvpyS8/nbZv3RUGLdWlCcE+8O1O8DwxJlpNdwxNT7alwVU706uvJ743ceEELi9XtXKeC72MmH8z57f6QLtMwPnwaXWfg4mQkeCSgbAj++ySiu9xwip3vOLdjpPT6CeiRHHlMuXhxYEqSBOP3r056GXGwkGM8YrO6Hv+UOOjpXGME+ljkHKgyoOVXaXhCgYKzsV/1Qbcom2NQrtIZGL7F4vroxjK2c6H/OZPVzIYjPIhtmJOmAGTbW2z2DVh0TSYCJoIaLQXbdaM6fk52EGCAjBhMB22u0SIdeGGe3Aw0IYpZwmDn2HWjVLqeJuZ1yizMGadMBizMI+zSBRvYTPjxLHr6eGXfgvlOZbPmMHGH2lnYRIURztYZglEnrnZr+xtk2HWXP2F2bR+1Yq0bdNoeu2Dw+mtwx08b0xP71iXBnqwd0N6B0S/3OixlsseJgOs46bSnnRbH+PYBz99FzlV2TgG5kfJ6wwzbSUaRcLk2SSeKukOiSm+iUm+FeUWbvcNHh6Jbwsif+0+uBvCZRQ+EvBnOFs6sSh68tip9PCTT3La6b705vCbsYyyC7PnbuF/7oUX05r169Kb+/enV2EO1m7eHPpx//D3fo9zPjCFfvijdObsWYwpLk+rMYUOxQ9crVu3HtsUJ9gyeimdO32aXR5jMCObQvJx8fIlmIybMC8r0vYd26ncdFrG9/7cU89hkfks51mtSVfGZ9NaCPpzzzyb+rGpMY1OXiyvMdELHPB9x2KY+Vl/diS2IdIaH0PCTQebcukA5gTSwCoTkjCXIGZvIk0ZgTnzXBCkazRsl5IYUUKbx3hP6T2jxUuDZ4NIW/r7kYJwoNvMJJhl2HFZp5UJ0fEThzhF9lx6/ImH0u6929OB995PJ0+dQnjC7phlrek3//6vYQDsBlZtz6a33tqffuPv/Wp6/oWnmEitxPrppbRly4tBhz48+FH6V//bv06/+4/+EQYoz2OobF26jdnx9ZtXpec2PRVWp//wf/lX6Ymnnkg/eOWngZMnMU555crV9BEH7n105GPyGU0vfuUFmIyHkIz0sFxCr2a5GfRQF7836kiHsJ5aIp1GoVZDeLMwFO7CkeY5ifOL8JtSB9Jx925O2movvZu7e8q7pfic/AvDITNRGA7vhdHITERmLjJjAdIcaGqXRS/xROO8K8wBvsDUZYYB5FXR7HSBfBogBkWaIOIaIb5VI1aRA0Lj564YcKCsUBUMHjiMNsUvmDu+hmV9Kzgee2e6eOYtRK5H0vNPbkaXCq1zPvgWmAcJQG4HBpHoEygrBZlg0DTj0hR8SK5bOxhlvxJQSmdsGpU484lqBQxohgdU7nVX/BbDNI5+wixpl4JZz9M0OuOZRlfg57c7YepvPiVeyfNe5SlpvBdX8qyXRz/hFJilHiWN9xJWnuthS8Es8Qzj4tt0a3kc3CUFwLVC7MM0OSe3zkAoGaLTxSu30qGjV9K10e60effjSK7wb++mr0gsYTqD+Lss4NzTP53PzseQkiMlidoAm16Qnti5JW3ftgnLohcR6Z9K/wci/ReffjztXL8CKQBndhBPmaRXMBmUc46jgKg7/M4NDGWAIO6n66xJrtlS+VhEv4NWcLPjoUfSjz7+CbaDrqY+iEwbs3mXn5Ts+c0EkQns2ARMxADbws4J4X944D3E8NfTu6+9lg69cyBdH76WtuxjaQGGbPlaGDJE/ANYCrVrD8OUKEnuR8y/nOWQViwgj771FhZHr2E0Ea1Dvr0ZCJT4bIcY7969FwNbl9LxYx+Hbt3OXbuJN8qOoceC2B189930//7sbYyG9aXf/ta3SNPFF40kmb8+bGZ0slTQP7gCKQZtS5vOoPU7PeXkwfaxSWRcZVN0jBBUbIbl7TFMcw/dvBHnt2zfvY2g8TBXv2p5a7p0bhiifAo4l2Ea1lAtNgBAeDUa5uTS0SMkQDAyvZhkH4PhuYXdlskp6oel6ikmstc5E+bwsSMoUGKmfVkTjAjmFTiWwuXf06fOsFTTh2Lqemwy9UPoZ0PycRuJirty3NFIkbEBchzdj/eQ6LRB1DnjBMZaKV8s19N2Xexk7MXi9CDKm520p8sz2gM5fvh0us0Jth594Q6dThSeVVpdjbXcAXDVwZJWM4y6zIXOfhI/1DHMCYA39Q39VsYnbmLW/s20czNninXCwLJ8JZPRitIoX1mkk1kPEAHt/n8eSEZjnhnInadenaKrUY+z8NkBSwYjp5Ix8V1X4pWw8Jz7sUP54r3qXBEmsxEBlf98nHgyLAeXbCJV42ceAxX2QVPVKBXCAs88x+DHV93OAHKLj0uRursKnvjS19N+lDROHH2Dff/DaefWXkSmrkuyTsza5CzEKM7RIG5WOIRoMVCEI6ucnwLVTPIlEUHEnQFahmhXnh1p49mRxYS8m6geroecpveIUz3jQwB+wIn41XOBL+yIsgTMuTwtD24OfpUm/Hyu8rwXzOjUxF0As3qfq69l1uEf8UudFuPAKOZZxRVm1KPEx39JmNajlGExTIERFo7vi7u6GaEboPInbeNg564Slz09enu2qTddZVvmux+cT6cuTKRnXvpW6mE22+TMVEmH0zOImHhznVnWQObAWqpYGmr38ex7LpsCSG0aLGdwfXbbuvTw2uXp+KWh9KP9b6YjJ/rTsxwpvmXlIBYps9QsoCkNm8MHAIUVuFHkzDs5QsZ9+JRdwd+ibCiLY5s1HGeL65ZdG1Pv6uXp/PXzzLaxrNm1iSUElpAq8TesBfiDiNGuMh1+NdquGMWg4UcH3kn/8T/9z9N6lki0dHzqLCdU/+ytdA4pxZVzp9PVixc452MoDaHI2AVj4fb+ixfPcsjkQXaXDEOcptA3wHw5BM4lEDPweAeNKa5fvz79++8eSm+8/nr6e7/xm/ixlIAU5OTxY3ygM4j8n0lPPPFEeu/dd2JW3gURHmMpYZTZ+QzSBCWT8U2jL9LEhAPIsQ1WnRpqEGoamjePc6uoFXZl0yg2IU5cPpnOXjuSdj2+nF00IEkJF/Ef2bM53cKU/QcH30+Xr25NGzY8D6e7mi4FPKQeM9yVssbyAfjrhsHaunUb511dQCI0ifXpVTC7s+nQwaNp587t1LudZZPxsOWhQvKJ4/rvhLlAsZPlIXeJNCuN1cy+Cp0wAJNIb48dO54OHz6enn762bQCqc7RYyfSaz95hzS3gkFQb0ZpS3wj9HtNm4+Drw52Ce17dBcKtQ/BVAyAq1EkIJdgdPrS6eM3GApo56rrkpjiaPKVAABAAElEQVR/7UdVkh8bXj1PYLvdd2ZyOE3AcJ3++Dvpt/+gj+UdjvZodny1b8D0cBpsJODX4eAuPZHQpd0DyWgUwr64yCKlhJW7cXwOhEUCUVCYBvo5nSWHORD4KRZXjRTllXtGnljMMGpB8TifZwVfEHeCibilPPNpFkP7u/F+B3rs2NHrMzPnxxCjHb5y5NogaWOvdxOi3YHVGxHhvhCMyA9f+TFLKLNpx1ZmnShHtbBFrZXOj7oo0JynAhWCw1wkngXrpylHrqEv5rXRrs0QNbWyo4UhRjI1zpgceBWZMp5kR4R4nwsnHvGj9OiDxD5+geByOmACWy/h5/A8+1XUHnWeg0mauTwpgwBwOY3lyc5083neCTMOPQrY5gnRiPpUZQOmQRJcDR7lsAw3YBJurtnfPOdxQDUiTAAWbR5HuQxCuRNmrrcsROQ5h7dSntwetovOm9c49m+YusZae8xAnU1CHG8j4j95djK98/7JdHOiN63e9mR66NHnWULrTd2soceMk/IFsaS86vhE3vEr8AoxPOac8ru/LTAzMVvlpRUJxr4ta9LODb+R9h/4MJ36+Gha17UvLWOwFkQsSzCGWProq1X5hSqs3CN8+nRd5FWQNpcVHjHDRCmePu5OAwlDS9Nk+uav7Us/+Hdvp4NnDqQbHFD20LZHmbE7L+UclGCUXFKU0cgqoZPMopUQ7Ny+I21csyH1cjaUE4DN6GFcuXY5XRi6EW3101deIc+ZtA1pxDMsl7j9fASJwff+6vtpkuWQF196Ke3ZvQcFRsX1fHfA2IAuQx+mwVeyvfXJx57kVFHujz8REpEJzqjZvHFjevunP01H0NsQqT3s8PsSSzeXzp5Lh+kw4xyv3gvj0tOHyW++dXdfaGOFgthrWSYiHy/KRY1gJDkEjf5wc+xGehejVBdunEnL1rSj0/AUSsQoTcJU6VZzEuzjTyAJYCzZ//af0t5jnAPieLMcZVM4EpkkUCzWWONBitGSXnjuhXT0+MfpzJkz6dCh05yh1c5BnmvSo489Cv4xhX9tL6bLL6RD75+KOm/dtD3dZPfI7BalE9pbQkGUpZftO7A0unINzythyFowGb4LxuQcuhhnrVZ6+Ru/Sh6X0sat25FirKKtYBgxDd/SxBZlTrR9bN/TLN/0ppe//isooh5MBw+chjFs4eA0dGc4CO/iSm1MIfUTV7SRS5R+cOpAwQtG356NHSWwptPX0uUr7yAd+f/SU89PpIf3dKDb49nI4Jo+MkV/mf1bLjvDJMbIH4j/Iv9YjbsR9XoNg4dYUFGwH857eY7PuvL3eZGronlbCK+kBxKPdyvPImi/1K/zGHEM4S0GuTxwS2AdJNwNpHXXSUzHq0R1ne15Q2hpj3Fg0hiHKV27dC59+N5r6cDbP2Hgm2EwWM+aOufdcMBdGzOLFgaVoIh8FK7pF5dnQM58LEVuR21w5KPmJYh8hKHDoV8eeCUuxUkUsw2JEu58WeaFAS3yyjHn4+V6LYRZ8lscdx6m8XWlbHPEmLKENca5POtpLEOG6a/lXlwf6zzvJ25y/Own0y1zVId5vzgwv4VxCw4W5lmHnZn8UmbLIqMUKgXMtGMdnRf5jtHxlnT+Kuv9R25AXHam7buf4noc5UFm6oMdzPoG0mAXh2ehZJhPENVIHiJvCAN0k1qTL/WqqkthabP4IOVIfHZO73guTmwzGEQ8JlA8lFA3A8tliDG0+YchcsuZyXYpgo6Y/OCE7aXfL8JZntycFYModDxkdDTd7RLFJNI9y3SL5YYRlgKOfvxh+os/+R/TuhVT6dknt6UVg/Rn9Fva0FFoRhp06uIQx8efS2eOjqSVHZvTwzt3pU2rBjhMS7sNKFPGjgR1n5AesVQwycxbGxntbNdsg7CG4qjbYcHr/vffSSdPn0kvPvdiWrtyNe2CgjZ4Onb2VPrnf/g/pH/xz/+nMJrVt4zj0fF3eUMi59KomAobFzT6FEsd0+qJ4B+GFZFUuL3WJZBRlDM90FJJhl/aJAzMJNaenYnHgV8wofq7HMOAARyklbSZ+hpKrmfhCqaZnbt75QK6DQc/fiddn7qaNu1Zk3Y/shH8YGCR4YEkuS0hulMQ8Ks3ZtObP7uC4mUbiqFfSVvWPcdS0Bb432XwF+AS659KwljJoZ/JlDuxof/TaZo5KbYH0909/ZyppYUslmWsl92tiy2ry3o9N8alGCQQneCU/kfNmUhh+4Xlv0mUQ7UoPYvejHpIMnfurJuSw8FAnb10Fl0QDVBqtExm3N0lYxyr0dLCTh+WcpREjSFJmZggD5ao/KbHR8UvbNkUS0zoZ8jzKWCaJK07iBx3xzgVd3jkLMtZ76Ur57+Xtu8ZSl/7xpbUv4xxFYYURFNX0zano+dup+++cjp9+x//l2n3nkdhogapj4eGagm7nUur2Xxzfk9loKH0VTeupn96fMHd3Yi6DX4/LuL5TegizXzCJWETt0TPiRb+LplmYZS/E2/iaB6TvMiZVR4O7s5IY4bCoITOPM8ofmKcbQqDQWFDmS9kcMXa9PATX0HBbFV699030qn9l1gvvZm6WUekj/PxorsRK7OyFMLPLZPfJHBCNlvnJnysPOtK2Rbfc+jS4YaZvqTxvTx719XDS1gOWRi3Hs/wEncxHMPqcRfHu1u4/vW4wtAVv/pz8Sv3iFiLW/y96+rl8b2EL34u8fS/w0EUWjCMMSmhoc2mESlPTzSn66Na11ietu55Im3b/ggHZG1iYFsZA3IXo327uhkQxDDxDIGk6zj5jEEul68qzdwswD5Gb7Aw/DiYqxjpIGrJ5VN1cbgXd5mfCQjX0E2O3D52PO3btZO+1klMMyGdcHDBNJkVToY0AuOtPEWGlU+5kcD+yb/ZmtyruHko5Ym7BZdBD6zrP58m0hIe9hcgJmHzgSPRp6ZvxDbO9me3plUbhtOHrx9Pb31wPF1ctSdtXreOA9Q2hgEvZ+qQPQAi5WEbQhBWpQPxnfLObFgNwrXLV7NM0QyxHuQQrr5gTlQeXYb06Stffg4pRBvnPIWREyoGcQRmzKKDYCrp82tEv4qyy8DIGEB/+XZVXI0vH3sU3fHtyzg0sTW1TaIMAZt1LED/xlp7yCUcRaDDImK6EUYof/1j6HBdvnwGpcyPUMo8krqXz6ZnntxL/ZFQ9FAGllplTlxSi/KRhxKegb729MLzq9lFMpXefPUH6dzxY5zUui/1r9yWeleyK6V9BX2tm+zRdaFztHVqoNGxC9RQZdDDDhcqgzTW7audXdpSgjlh+cS2lvG19iowe16TuhFtGFeLA+VQcKdEoJ8TybvhZHDa0VBSMwuBD0GN4TaRYSpw8udyzDTK1MJvlyl0qYqyTOE3rUnVaL+chkjAt9+wmNTMkR1T19Kl80fThQsHYUjOIgk5l575ymR6+PH16GaoW8NunIohiq3elNcRtvRXAC3tqn59Z2Be2LzT/5fIR3zf2+UImTHIH3E00r0S3RXmXQPuBe2XPmweK9VTzHL8CHxnAOCmeeJWRLvtnFPjOmIXzMYMMx+Nb2mgx78NzQ+hvb08jooeHb0BN3+LjwaFLL7GGGr4EqoWrO75zVkqXw/XfEl+6ZH+AFSwtEW9KLnNs4/hEho5BWe/2g9oRY1/FWL7PkTKy1esQvkPIsF7N0scPewM6UZ83NHeFZKMMKLnjFMYkrD42G1jcql/+FWzZ6/MXEgkspME5J7hWCw9870TuKvZDtm8fXtYrlR3xJST2HloI1K7Gnf4yLAIN6Rn3CUDBZ4EVyYonJ7R/3JovOaQT/6FCXAML3Bz0SVfSuTwJ0ClVc16u0tgMnQjFNWPsR0URcJtLD0NPIJI/3oavjyS3vjoRGo9vCKtXL4OUft6ro0sSXHuCd+RipvBePgtCRtGQZtAG9ey3XUtNjKYwSqRCLpFXBmPb/3Kb6ADAiFCIhnnm0iF4d5k6PAAiIyH5eTXZ5AWR8X73fKta2ZeE+Jh54iJhfoXSjC0FAr3GWgz7Sx+upBE8TuOmcsbo9exyXGW7Z3s5jh3kSW9a2lgTW/at5szTlaz3IICJQIbigNcmR5OV9U2k/Cm5ShxzZgT7+Go+d3b2zkldlk6d+JCusQOjkvX3kxHT3McfOcm7GY8zBLJQxD0XgpgnyVtdCJHHvBuXa0ebeCSp8sVvscuIN8Jj+xgEIzqmVszSCOUwLmCoXVWahppvIX0Ag4EVCBdy3erb5ldCZ7BxLyMisKVMONgpmZAmEynpgAsmXZqZMy0/XHp8tl09tS76dqVgzDtl2j3KRRUmzk8tIXD1bpgGtHJgPGipAFzDtPiHglmbk8KRzY6b7m32+srHzvNHe7vAKNxR53v6bEUku6ZoBH4c2NgIY4lCPlyFoDVVwYa7NnwwfAh8pX5URquyNCtxe2sOw5wVLPGm8YRu7rtaoqZCVOFGMwUNTue3eGC2bjDt+HxWWPA5q/ax5mthEh7NTIaXs7UupAeaAyqu5sj30M06ynJXXGYYif3dmbR7nDIO04yDAd+Z4r35xb2QQdU09tvMiOk1APjR4i0uztWMcg6v2SXBTPrt9HjkK31MLcdG9YF09FB/2xWrE0c+6tOQhO2efCNnXLUTejzjEhmXAIwiebSRer6z8LOHG/Fy3QVVHt/CFW4wxpwZSlCK99NCzsdOtd2YL9iTRodmeAMFI5Cv8xR68MH0qVD76WfvbMS6ccAh23twdbDJuItj3aRWVAXwpNU22D8XU6xFsEoUHDR7dlP3ehcNKHfEbtBIgLpKJvKlIGTKAvlEon+iGiZCYigu8hkIGQsgvmQMAI7llQjKhIPcKvEC/IZTNTVK1fS+Ysfp+PHP0TPY4gJyk3Kx24P7FSs5CDNdZswm44Aog0GQkNbs7FbjTydpQeVBieMJZ494pKOBLuFA9faWic4/LeF7bRdKLZOoSB6M12+NopBsgsoV76djhwYwI4IVjphzJajX+EOmG70JBLLLzNTLH+4bCtSckMAm/ZhlzY0PxgCG8v2D94rWo4iUf9pGLlYPa3a1ZsoElXBkKA4GsYnZTBkNAoKgR/nwThW4klt+GM8TLfTbbbtXr12JV26eCZdvsBJrVfP0itusJtvjIPVphJmUpAUNoEnd6q4/MwyCQVlTpdddEiZRBgjlbYI83BSMqm53NlL37V29vE7HRKYOz0bPg0MfLYYkJGQyDi4BPEhewdnOfWY6UKQjCMRioPtWMPtRsxaTM/n2YnrjjIZC76EWkXi8629Nx4/fQyI87org1AZoPLszra13Z3VeRZGp0RNAga18IyjcslseOSAWwKNb9zSdzLJred1v88QQAiQg6TEUWma5chkWqIdQUwW6X8wI4PYPDiDJcyfnTiZDp46m57cuzttW94flkYdpIPGUD3X7y1bZjgQc1cDcMaIbEDOM7ylPFW4uj8Lx2pjVgyKs2hgyhTpfHTkt8/nk40hGOQkJdOIlUTPNfOgD5NIYiCm/ctnkBb1pbFN3Wl0uI8dJNMcPNaWRm9cwVLmeWxmuBbZzc6Fbo5FH0ir1kJUWbpcuXp9rMdr20SSrwppM0RoGiNRElQlUepaaM8kzP1bJ6hnEFaLqYvKgySIvWRxVh0LJgkesuYl0+HkwvM/PGXV07k17HX16mWWRC6GhdGLl24ACMuuyzh+oqsprdy5lqWcFvpKK4qVMKHt6ClQzxD2m1UwS0pgsl6ILerSRFBryuDs3YKpBwNrwoVkrR17GSuaUm9/M7Y+2tmC24YeA0zHlVF0ds6x7NCRjn8MkZ/qApeb0vLVmyDc22HW1rCrZVnoLLQgRvFcE6oDHvi3HWAY7Go2H6uE9DPbVglIHrNkLiioP1wWkdJyBbNBlMxsUH7a1iUUl4FmEHfcvn0r3cT419DQFeyUnE4XL5xkJ9BRpDcTKKsmpFrTafvOKXSNZjlMjS3CA3xbHejGtIySO8yYvdNuQ7buiAnpoIUmFARGYZth1krftmy5jLmc+f3evw1G4974aYR+hhjIM9rcJYsBNgdrncyExKUQmMJkqCQXTIkDlANdddWLHQN+7QOuhzWeP3sMlDYNxTGy973etoWZlMEojIXMhc+GGde+ovNe4IXHz/0z37+iq0GYso+E0n/X1eMhllO2YM5aRuj81evp4lUsOx49iV0E9EkwYjWoQhzjdJao2xeBJdCqD1u0DBuojtH8CJrfyGepYTv7map+Cak4Y9j3uYgzPYMOA2Q24ke5pbbGlZhZN5gR9FoQFiE5lFBCktc0p5FrzHev30zXhiVco8yLh9Ol6xfS0Oip1HS8D6K5MnUva4+tq11YHe1iCaED6aKKo0qZulQg5bDJFvQUPAMq2sU2igrLKIkPLpiIGb7ZcZZZJrCYqcLnFGL9UXZm3EYZdGx0BMI+km4NDaP4yqGZU8PU6SY7SIYw8oV5b0QEXV2D6cRZdlmgKzE42pN6byHxQtFyYIg+Ap/Ug+nsbhQ4OzuwDAuh9YwSJRthoAzizHQFnCh9ECeZjZMRyW2CNAgiHvoX7tJBibO7fRL9EZYYVjexRDOOAiXXMEqnHC0/OXOD+0m26HI2zHEkbW095LmMZT7sXbDk19Xbn9qXdUPwu/GHSabvaDtG5WWX35rViwFP6qpFX4CxYECLJQ+XqDzTK0y/I70dB1fjSHJvg6tbWFG9NTKEhOo6fmyDnfKgOLYBa+xuFvPzK2+lrmVttC946WtO/ZjuZ7MeTJDGylQ6dfOv+i5wGDJ5ZO5hdi63ZCduQJHjppflItT2zF+eofrpqrD8suRvg9FYEi0Nz88SAw7GdYJRZxbiI+TDlND4wXl3ZptNzrMGyYeoJERmQ1fu9fIL729HjOrQGs/3iwHxvpQrbWHblrYpzENhJG1nmQqZDe9KLwqz4XNhTEq/KTCXyu+T/ZhVOuNlEM08geWmPzH4Ojv3TXrpuRmrWMrpp0wb0E04v2okHTl3Ph06fzmduTaSHtm8Lq0fXJZ6oXZ5YGXWHsNygZBLkgdqIQqb2Wk85TxyjNov0UztlZ3pKheEEsIgk6FUAyZiGhsR+egEiSn/XJl14iFoiDN6Z7ESYCQTzLo7u5tYqmpOKzeyfIKOlJs6bsMESPzdCXIL41BDN4fSdbavtlyF2W/VWBrKsWzX1AR4tAEngmr7hONfwSGSFJYmzMPj4sNJxa2ohI1Z9OwsugBNbE2nLFDH2KmhNMOj4Kew1DmLLkwL8OBl2GqMxc4BzgkZnkxDp8fT1fPj6dDHp2CCNBeuvkw+5LIHxqMXhqOfew+MxtZNbemxJ9czi6f/wDBkK9HgSqLumGD7UrzAReDKg8j08MRYw8UtM38Qtwy4XSzPILxCkqrV1RZ01ZvDeNcI22hHsMcxPAKThjLz8HB7GhkBH0iGZpuXwazAYABTI2OxDGGO5kPfin6LtEN7HbI8eHKJKMpp9vyFUm3gzGUgTyfnLBWNaaGf1jQ9gpIuzBBMVQ8Snh6ZQRkMLd1i46QFBRAtwaqX4hbwYEhhLMxJq8nxjZql9Q9Oy5foKNxxIZUSH0p8KFfgR//axWM4/e7iGozGXRDT8P7sMeBHJwEpxMd3LwcyiYvOcKUZhbnwLrNhmvhoqmLXGY4Crwpq3D4jDNTbo55laVfvuvJe2tl7YTRs93IVhsM+YByvOox6Hvf7XI2xliIuJRgx1jvw4uNELorpO5dMgqdstMjwYs58gNM7PzxxDlPT59J1xOYDXeiXhP6IhAMSFQCEFJBzLnPLe4W4EDznJDf3GLGDGFSRC2EQnoxGlJHvAMIjEdFD/YqAB8hQHiRpHJvgexAvuAriNUHoxCtWGpAEtECsMPOO7oErMLNYaPUI+pvOotmCOYqk4fbtIS6224460x5HZ4qZNzsepsZZAmWJwOWJTCRzWUN1Adjqvvgpt3ewxNHD4WAqgCMF6UQa0gPutGSpDY7u7n7ee2hjiaX2Vm6m02cvp/c/OJJ+9vaVNMySwfXbkkRn5ioxMjZwqd6F8AF7srgXVqS9j2yAnjNTBycqUnr6tgTc8SEYIpsGl1ejXJIAnoB00lVxI55hONQbi5OBkQh5MF0n9jqWsWSzwuUGjp+f4iTUSbaSjt+egUFzu+oo0g4kM2w7nQBPWvu8De7UQ5tEp2US/xAUmJftYVnIy+36CDpg6Kg7IrIODKe5fbSTvbkdWP7sg6Ho6GpBSoECZzeSJpigVpTpW5DayBR54moLkq0mjWypoyJ8gNs/dLaMTilGfuPO/9z3SpricivakjJomRUiZsQ3TTxHZGFWjEjADc+5nwajMYeKxsPnjYFCcBzwyrPExPeivyFTUZdiOGD4gRTGYu5jWVSZu/kvitZ4/QVioDABnwSyMAylrct7WSbxXsJkOnwucYR9v/ncvRyQYomRAygDcuhJOJbCYRSaYxCTWPpZhsK4DkFIaR2Kqas5HXZow1pMXTPrhmJNMWNUqjB6C70IpBtaIpVByQO8gOmvvEd+Mi2ExJgdfhn+3C/RdTm8esleFUxfgIZEZkZDd0El0TnQJkjEM28ZMr8p7vx50qsQI5yfMErGvYlKOUMOBcAIRQmUgnu4VjOz4+4BggaUWngty4UCZiCmqlF44heSHIi7uhf6hWIs7WbdgykSz86cpX4qLpg/z864m2Ac3PvaxFbM2QnONyK4FWZkK4axvvZVtj9f4xTVD2+ZOji/qklg6jwg3q3JJAfeNg4j6+wdhD+AcDJuNKNfok6JFjk1QCUxJxr1h4zCRNinQieBuB6kGRmTd7QXHJcMmtUxTZY4UEbg5BOAYY7lSF078+qVtIpv7pQH1gBwg/jpL4QMpZDueANfZJov8RTtakzgBfGW2AtM7CL90UCbuCLf6EuEhUItTB5NRhgwqFvud4IVY9TVbAyzjoRmZ37FASfKbv2CvyKafrnHlhQltvcleItacGCh9t54bGDgc8JAIRbxsVMG3+t+hcB4r0swZCBkQrwa7ouFgdK+pa29FybTe7kKY+Fdv3ofqde4MJMFbj3sns/OboGtlVQH7XnHKFve8VZwEHS1isDEk/EXwkWclRwJPo0xSYdrr9vMWI+cPIeS4Iq0GgNj80O68I2BA5h5Bk2p/CJ3PQJQZgYk25AO4oUnCXnmCsVCqIa0J8iJ4SFJCEoSJMSZaBBa8lF5M5Mdc4mc4iZz4my6SUtWlCmUAyMrPSHapJ1BSmGKYBhCcxDyFXk5+1V5Nhc5cuYn6gteoty+CS/oXEWsABb1Is40ioaGG1uJR1MLZWaJYBbGSUugURSMT3WyXLN7+5r09Zd3oCNzMB0+z6QDsNLjugMaSwittAF2NVjSQnUUnQl3zXjuCiXCMmjYUkF6MefIV4YjSiyzA+Nh21vnOIaep2kkEZZyzsAegYZnjsdSZmeqSFmFZ0JvuoyGXCHanrLMpzLMimSfCIlHIKmQGWnxUHJFhgaFDSI7JM72Cz5C0RFgQshVYIlTPKvSR18PeDKnJqZgwrPMsr22qwzKrIynd4C72yXqxG9GN3F4vl/XkGjcL6Ya8T5VDEgkJBDlbmYSlOKnxEIiI0PhDLdIMgpxWXwvhS3+5b1xf3AwYNvWmYLy7r0wFD4XxsJ7eS7pyt1a1Z/vt5YOlUEmHT2rcdPZoC6THX9zEHRhbkB2YM6U3ifE1uFB/6W8zsnHIUoXOUCsA8XINZxDYbAGrvxrVbqAR4ZHxqRxYI+7uQUxMQO9jGiYL5Yll0c4yvilCR6+FaIWC+5zRJYg+ewbaYiuboSkZB6K35sAbAfDnTlDjubyF550NMOMPINaCiwSRLgxMunLpKjyjCoJVcKYHfBr6SxhjqR/TiUatN3hHNhyczg7ZZf5AWfon7S33ErPPr0TfQisY/4/h9LZkcmESYmAKj6V2rQzVjzxpR0cdnY5vTNyJMzJr2SZa+XK2bRqAMVMRBmt6izwB9BgHEJx13cgaaQsDvbjOTAY7eOT4bA2jlVRdnGQ8SBeA7cUOcKC+8v4tz/k2nErjgaxP9RdefOe28v8TAnsCBQeWKueQxIVMXI5AvuK3RblFzgFSi4X8EJhOBISlVSkkQlVN8VaxK4cM3QrrcyQDGXmYiJRwIsykMTwCg16ZWxUsEsW3BuMxkKcNN4+JwwUIlHupRjlXcIjc+F7YR4Ks2Hc4rf4ucBp3B9sDBQGwlL6bDt7Ff/y7l1X7vHyt/mpBswMAtK8xEhZogShDeLngGpESXm+Z5Kkb57d93S1p197+YWg+xb5JrsshjETPc4sux+jUCqUupkyR+BOpDmCECCF7ODPC/QlyJjPQWXKkC5pkyBra0LdJgHqnOdb2kzgBScxsdRGkXCFMyB8yCAISY5vylK/OZA5xT1+c0x/zSXn5KJQdgWOIXe6xX6W1ZJJorWeEXKLKKnGqFqbrqeXXnwoDd0YTd/9HjYiRifRYWhKa9ZqY6WPY+gvp6071nII4wq2x55JF1HW/RirqGe7R7B/siutXdUWJ5uqX+ERBip9Rh7ScZZV4uwhGRBxAs5jKc0gSuOfY42MiQXS4Jx1k2FThyHqGXdx6VXhmqf87j1S1N6tv5dx8xVweMuusIyLsVdg5/t8qKmtjD7ec9sHrABs/Fw2z34q6axXSJdgHuRt3YnTDMOkHCxEJsEuUE4lLLroj7wqTvE1fpf+aTAaS+Ol4fs5Y6AQlnox9CuER//8wedOXt7r8RvPDzYG6sxCeS53S+5z/f1TqU0ZHSEOzsozYYvcLQGXA3Eetulx+PiXQyTYeZAmhp4QGyeCDuuRCtsMMsihrsh4f+r6UDp8+lzsnnrpycfTxsEedkOwHRQoc2zAXHcGIP9ay3TU14KmA3rYY+DuCZ4hEkH9cdrTNWPhHcLujo0oVSY0uSQavKoITsD3mcu1H4m4yn9sdyQZ/+6MsDK53jwsdCGqlwkyjpcwdCT2tSLAps8Mj2FVELXM6bJf/iVejdgFCH6yLQ6PS4TYWR4JOVxgMIIcz97Zein91q/sTZ0Qx3d+di719Hakv/fth1MbZ+BcOOdZMMfSq68cSqsGO9MWDHkt56yTidutWEe9xZkmh9k6ewkDZW1p08ZlGOjqQ6GyG9UK6iy+WyYwhKUyJS3sbB+W0Had0SKolbQdrJ+EFunLtDgJxoTagUuVbLNtDFLOc3+klbiLr2gE7jqfgROXuCg+PFdu2qWqCs/GDklMEH0jZNxUT9yMSx0Crnfe3cobbK29LE/WcvsQZPmqNlNHJ5gG6qOuR1MzaWVgqa+rTCoTe0ZOHM5nHJIqlZLBcknNslmTpVyD0VgKKw2/BxIDiwlPfCQPZEkbhbofDNh+hZEo9/tJ94uMI1EuBpMc2vP2wyqHGDUzUY1hX0aiNpQGITKNfhCkPND6m4mvWyV90jhVH1ZG92xYk5az7fDImbPpT1/9cdq0ZVN6Yd/etALphtZF1fVQidEy5RllhZ8g/HkQbwmi5m4WiRonemKSf4btju4GmV3uGejkH0wFj7WyhiJHlEboxJFy+l7dvck46WZZ2pGUZpfrkmex4CLKYli5cqyMAyHrX8HOQbVfYZV03nUuXWQild/xV/riTg4VEGPXRMZ0iPFhiKZhkFSC7MQQ1Ve+uiFt2zqLZCKlXTtRvGUWvmddD4zGjnT2/HA6ffowJ5ueQ7+iN23bti49/NhjadvtNenC+VPpzKkj6Qw7hlrZfrptS396+JE9bJ1HURT7FcKLLcMQXBkHd4DMuvPEPqsUwypSzymkb7OUKdfG8lo2l9KCFaEedRIroZcRILFLK9EeYsTUpsp+GZbyk4hJX8A/2ikyjbhZAZfHiGXEEruKA3OSe5/vhfGomJeIkp/NNVLKbFopmSeZWm7ZtgbKzbx4yKDL1h4Alw0jGtU+aJ8tfd/yLHLmBaw6FhbFaLw2MPBgY+BuxGkxA2K8xX4Pds1+OUpXb586/ot/uX+etc1kNw+2mTRUg3EUylAJB2NljLw+1ZwD7cLX/BYDOXNGdCgmGZxbmSm3QCgcpAfWrk6r0RfoX78m/fTI0fSv//J76WuPPJ4e3rAa+w/YpYBwOTKrKBhn9JCHh11EThBkB/wWD5XjpNB2DpjrW74+3biAtcrLV9N2TG9nGxlum5SoWTqJh7IancRHQidBqwpJvYLBqBilqGYQJuOb3pwti/F5j9lvxpoxMpyCP8Kpp8TWGAudedbdPJ7rIUoylCAEE2qeHJgYR7FBzGXYJOqWYWoGq5ZNtzmbpIeTnNkBY6ypi1nIA4wBTGIO7F6WNq57Ml0fnuXskuF09OjB9Pb/fj49/mRv2rNnPWeXvJCGhifSxcuX07Ezh9NPX7+W9u7D9sbDG+NIe3XBJNZN7GXxXCXPTLHPTmMUK/QZYDjEd+DVnS1BrHkl/yakCNFqmj8PeRX+wVyIl3JleNl+RWmjivAbvYrJjSQVgxIvuV2KVMK7fTczPxGBH5Vobe+qJSxfOPuFuM/9LJclw85LRcanvTk5doZ6yCJMwSxduzGM8bQBJEeYXK/kb5bQ1ipStgBJ6FKuwWgshZWG3xcKAzEoOSBXbikCtpRfid+4f/oYuF/8L8WQfJqli4GSATM7huXyGB6S2GpALmO7/oto6AIeRPEyI350x9AnID1KmqFQCQyVRXtYTvnS+vVp7/Ll6fC5K+nNtw6k66dPp0d2bkvbNq5n/Mb0FjDaYTryeT8SB7MFLsRNw0sWqwNrnJs27UvXzx7l3I+z6dF9N1MPTIVniAgjpyFdoUAyHEHsCI41CAmidXSGLknCHwbGQwwXuGBass+iqlfRcnwJVM6rjqwapChHhmAeS8OSFaKmQVi11okUQeYFCUdWEJXpwSBa2MNwFj4S24yJBC0mrc3FltOm2ZvAuJ164zC+lrRmVSc6Gw+ny9cn0vsHPkp//Mfn00OPbGf5ZF3avXdX2rtnYxrGKNnHB99Of/bHRzgHpC1tQQKycdOGNMiuoTYMgE1OXwX37IYR/VrRpBxN7IzRlf5tnWROgyFi0UzsyuiFC8ItbuZdbhoLbbo7XY5NhgsCcy50hkiQcV5rM9uPPG3bbPuiYiRoZ7tFKAAHs6C/6TS7j30P8GbHgiXGy/p1hnGyYZix0+dOYsb8MXRhNPOerfPKYGSGheyU7PC2sHZ4VK7BaBRMNO4PHAbmBkhKVj7kpQp5r7Cl4jf8HlwM3G9blr5xv/HvWmNGx5BWMELKMDjs5uG7pMgEeP6Np4qIZ78c7pAdw66SCANgMui0jPfcGYRjII68mCMSoZ0EnRhi6t6yIW3nQLNxbHD0YrBKWgSvAjGTWEFasbzpaabm2QzxiPMzZBhYY2nHtsUAh4j1r12Vzt1qSR9+eDQ9yWw8cRx6ENuKiMTOFcskXOBIsAvhylYn1SKRFJBnmflGJXIa/e9KQaoolrU5qGZOGMQMQpQlKEQKZwF4IErhfaqA2s04Si+4Ib3IMJUN6M+F5VIlCKEYHqmwKirlD/2PbrbhYlabdSclSDPoq8xMYosjcDeLIbDZtAHmbHDweUyJz6b33zuZXvmrM5gyn067H+5PGzdvTU8/85X08MO96dTJY+nEyQvpvfdOccptgikZTBuwlcIKCpZIaSf/QtJEmXyOCtWXRvS3Di63WD7xUrtCbyLjKvBrXK7scp+SdM/52TnDzfnwVqQUVUgwFjBkMmlEi9RGj6ThgZ9tbFsbYF+AmVNaxHZiDYVhaxWGA1kIeJ5t6sYk/SRLUFPga236lX/wfEjaoq72I+DGVfq8ZSzFzEWa+zXHhmtg4IHEwN+aiDyQtWoU6heBgV9Y3ygDYzVGyiwUr1LOxe+LY5Q0OZ6/XAy+4VS6wBlnjlbwrLkDxmqsWGLKqRcz1Ur/cRL+m5zpcejYSWbhK9P61SsZ+oksPG4eQsZkGmuRKY0yc13JQV47H/pK4riQ9No7f4HNjuVp9VrOJkHc36pCI7N6xCLkh9VKlEabm7X4CSzpjkWLC0JIPGllMCEWRDpUd4vfa2EZjBEyXIP0yzAkvovcPWBFTBJr4TJXWONg+gpbqIX8FgawIpqEqToaipI+I7HJzJOJIa7+UU1MdsHQTaD82cbx6NvYJnuDA8gupo8PXUvvvH457Xlkddq8/Ym0c++2tOehleD1Wjp36nza/6Nb6Z3299PufZs4Xh3l0WWYPudgsrZ2pSpqSsIE0qhuDS39IaQKGOqSEYqSK6EiXpYosJxGm8pUlo6Ra0TM+CcgJCCE380FXuYDzWMORnjjY95zeci8KhmSQVFiIQPrs/1E5Vfih9G3HrC0jNNrm9IHB8+kk+zieeq5fxwH7LV4eJ5LgdRFg3Xc5uB7GGHJNj/M/yLlC1Zs3qfx1MBAAwMNDDQw8JliwFFYeuDc9xaHjXz40ZHYnfLk44+EOfYpKNIUSorThI3dGokzSEYxbz0yPMJR6dfThdMn0ntvfj9dPfnv0xOP7Unr1/djnprZt1IQCMusB2jJ3UhOCuEJyqQWgrm6TMFNAhSxfM5lMpqu+Ec03vWf8+Ml4lWBc/6L4vE6l6b+XOKHXwUr+y2c1S/Ik8gS1uA/+JkLKw8Ck2HJFYs35/DBwARW2LFD1TWZPoYxjkucEPv+gWuYVr+VNm1entatG0yD6IC0Y1J+drqHQ9MOp48/ukb8MY6J70hr1velVWsG0jKMg3WwtNKuuMNdK+BcnYqyBVZq7F/kHQ1NGYIRtYYyAplA+6ZTShB15yfu+JWwCK/eSzXLPcKqtHPx5K6iPLaxjrpQltg6bd4yHeq9hE1V2TAUaW+3p/OXWtKb73zAqt+KtGbjI+mll7+d+lauQRq0gvp6aFxPnENUjgooVnwjiyV+GozGEkhpeDUw0MBAAwOfJQbcQigx8VJHAdV+Zr/4Ibq4wXHp1z25lBM8Bzq6Uyc6H5OjNzm86zonmnKCJwzHKCd5Xrl4li2df5nOHDuSNqxvS+uZefcx8+7g9NJWZq7trtm4DAOxk9RIoMLpTZZBsMnbiXShzfotfs7xsn8JL/cCsrwvvhte/OrP9/IzrDjLUuLW74bXw6xdLjf1DawWCOUuUZVNYccEpslTC8qP6Hhg5iSdOX0mHTp4HnxPpoHlvUiMtqUVq5czk+e0WQ2xXbiQzpzkSPaLo6kDSdGuPetYVlmTuliaaWWpxCUIl6tsy1iSYHeQFmRnaIP5Q9UIjALCgChx4rXUs16PxXW09PcKL2H1ePYoGZq8C8r60vr0IZcMkbEEFpRkeVbN8HBCcfZ6OnxqJq3btBsJz5fT5h37qFt/GhzoTytWrIhDLT3Y0gMPvcpZRHXTA+Zfdw1Go46NxnMDAw0MNDDwOWDAszYkNrEkBLUoO05UJ7xy82Y6cupsOn3xCkxDV9qwZm0aZFdFYifEreFraeymR5UPc+jZcDp/9hyi/mMc8vYhywLXgTeKzYmx1MkOjRZm2QrOneSqC2p+IeOQr+Fvxlm24nwDvuAuE1HxKZEtFULpsZrYu2QRVi0ltRBez4nhmFWYA5kNjoDnyJfbYzMwGzNpTLEHypIDKzBt3qPMh9OjJ9oJJ46HynGKrEqibFJBDwSZQA/H1HPoGSweu3Q9gwYss8yltVGZmewwPJbNyZKn0o5Px8l4BAdTcTEaj9XJxPqoPmeYlaeMU+OdaXR8WVo22JXWbt6b1m/bmwZXbUg9fYOpl509/SzxDQ6w86QmzZDJKNKMBqMRqG38NDDQwEADAw8mBoIexA8Dv2QHpcxgBljumIQoXB65lY5fvhYMx03eV7LNcB0Dfw/EaxpR/yiUcRyG5MaNkXRzZDjduH41XR66AgMylKbGmKaqFAllzMLyvGnTnJz5uycmRP3k60mnhRYWklgwZvH0K3f968++L3YlvNwXh5d3w3V1+HdLU/zr95I2gBBQyu6MPVymuFmIkH2C2LpzoskdJPhNM6NvasVAF8QTIUMwBdqMGOfI+ms3roLb68Qa5VTZfqy7rkq9vcvDcNoE4eNjLGENDXG/hd7FOIwHuiAc6NaHzkxXH1tC4e7cmtyKSXrLNj2F6AQ/9RpmYALq9bZ49bqVuuhf3FLhxa/E8W61XSbx0vCZirH5DykKz+asbkk7J9F2YFW1t385jEZ/GkD3p7tvILUjuWhHajHYP5D6urtTf18f27Sx38Ilg1FnMu6lN6UmTcM1MNDAQAMDDQw8ABiQWHg51ZQd4Adi1pyWsy4uAWyHEJ66PgwDMZaOYT+jl8G+B8XG9q7uICedzMbd4dLJqbKdEIXbY6NpEsnH7O3bzMLHQ9l0krWRSbX4JDJO1iMbD92S0ZAYQX6iEEGlqgJxC3/iqERAXOMUP8uZC85dV72X8HKvh9Wfc7g+Gb5bhOfSCKu4Wp4l3LvONJEvzz5CSbOfBcsVqt4lr0aoXKV0GVIO8O6Ba4ZSgrh7psgYeLx+TanR9TSGFGMCi6AjSDLWcmjextU7YVLGkW54LDxM38hNGL+bsm/pxk2y7lyW1qxezZJDJ1Y1M6MxwxKMO0A8VTfKRoa5HgvxWupY6hUlruLWcZQFFlV9C76iir5QJ+poreJPXHDFAXbUVUajjaWjbpiKHvpZJ9KLju4urKyyNMLd5ZFObLx0sIynToZSjPpZRDIY92IyLHNj6SRarvHTwEADAw0MfH4YkMjp8s2ZpoMzuwRgCNTX18cw6Bv6GrfT2avXsTB6Kl2+MQSRaE3LkW6s7e1JUyylTI6Op8nbEL7x22lS5oLZs9YunUVPI8KfRFSStQIgEMjSW2PSL1tDLmQs0ZIUZ0eGuVDZ31lx5WGc2C4bCebjRdJIMx+et9VWMIMLqMDrVcEsxCpqqx/EsOIPLNCd5YjwenmIU2VhlSxWLiqFqQB509tU1lXnVmI5kya2UQSuaYxyWFhsBw3Jj6dGz6IoOpquIi26gpGvoaFrxJ9GIXQ1lkW3M9vvRwoyg6nziWA4btxgR8uFy2mMdmjDeNvK1Ss4zXdd6kYy0IFEIGdugSgIN/7DiYelcWCkXGhv1iXu1qbCaYTmKHMAo73w04CXv5HG9DCVLps0w2h4ZksH2621T9KJ7RF1MFo78OvOehg9nV0wIj1pGUxIfbmkMBz3WjaxUg2JRjRt46eBgQYGGhj4HDEgoaioRCE4lUfcYrYOAWwh3kpmxh2rVmHPoQ2lvVPMmm8FEWxTnD2zLLWxFDBOmOeoTE2g9Mjx703MoCenJmA0MrmRsVFkL9VRnyH+oghSIBdYLAxSD5idUo4yA4/dFMaQIEJoFcsDjWjCq6JHfVwEyuERD6IWLoii+fhmAgm8s3vfhZln+jmtZYiCVbCrcPKMcIhkLo/ZCyATUqFa1zgnpfIXurBy3axj5KZnzlMdFd+sM2UVhltRs6TBckCQWwbTKhiG4fVr02VO5z129Eg6d/5s6oIQdyBFGmTpob+/Na0m8TjM3oYNIyiXnsKg2vF0+cIlFzBSL5KmlRjn6IMx0fiVFQ+UROYVXpV2EFc5kztWLKMFnosXVdWP+EgrMqMh8xQBQsLlBLMsr4krGTedLaqtEZkDGQ2Xj1rRT7H8rTBELot09cBoYIe9vQNpGWXsRKrRxrKPjEWducj5CfDeriHRuDd+GqENDDQw0MDAp46BQkAWkAleJAqSCf98c/INjcBiI8qbKPCNQMxusjticsolk2m2vrL75MrVIDhtiuVhMKYnJ1CCnEbJUVsJEGCe3YGQIUKCyFwz6R7cJiHMzpi6TJzys78LSliF1/3mY87HLeGfBLMeXtLU4dWfS3i518NyqXPJM1uRQ/GREBdkzyUpdSz3TORlSayDBD/XpdyCVMfZH7fQjTl27Hh655330kBvf9q1d09atWI120C1JqqpeNoKHY5bN0fTsRMo6WIfZQxdGc3Rb9qyGUZkQ1q+YjlKviypFOYGhiBypv1m2C6r5CHCotyFUYLtoxgt2GmRabyznfRb6HLthIzj5hIbWbJ0omE4lTpZEkGy0eVOEuyt56USmQvDWDZh+cStvko0gkmRUamuDPTuvw1G4+64aYQ0MNDAQAMDnw0GCo2r5abAQZeZDOUJ+a3JvahSlynUOBHne57KBH6TGPO6OnIlvf3eAQhdPxYtV8QMdQYmRLPkYU2TuMFQAFt4KpwKf5ozO5yxGpYnvlXmkWf5sZD6l8KW56XiLpXmfuKZrp7PUmkWh9fLQ2qSZF6ixBOmnt5rLngqPUsAmCCaOQYbFg0AMQ6A6jjojMMShFIfQSJNEK9D12+kN954I506dRojaqvSju3b0+bNW1L/QO8cMdYOytjYGLuBhtORI0fSwYMfhk2K3bt3pY0bN6UBto+qA6GUoAXJgqWQEbB4saRjpSxfZGwXQJkUQh+FrnpHRLCYdZcLjs/cg0DiNW6AiPN4gNXaCoNBP9AirRIx+4RMSCtSjWb0g4IZQaphGcoVZajnt8Rzg9FYAikNrwYGGhhoYOCzxEBmJnKOzqF1kr948sGrcrIcYTo8OAWeYQ7cHusOiTGkGxevXWGHwyQz6kwcpiBIN8fHQ5dD2O0QrDbihrhdegMBUU/B9B7m9svgZJaCYaI6GXXWK9ethsr5qsI46Awrsp7wiB+IfqUwGq9hTVONFpm3nKKdGb92Nz6CgXjnnXc4NfY0htMeT0888URaDsOnQmXOn5YG/56EOoLS6Ouvvw6Dsj9t3bqFg952Y2iNs1UGB0P5shnpglY4LdUU5s5z22BiCymHjIhMQmxTvWebleUUoeT6Rx14jjfAe5dfgZ8IiYY6P83NHAeP5KINOyGtMBYeENjSBgNEX5GxCGbHGlmI+3ANRuM+kNSI0sBAAwMNDHyaGKgzGvP5VMRAWlZRx+oWr9q+CB0KmATPVJniRLFJ6OUMJrEnuVwimYCgXRm+lT46eyH1DaxMKwcGUz8z1S7OBGn1XBOYEP88JMwFg1wOie5SBMTcM+HLZTSOcet+OWQ+fQm/G0zjC6fUzPeSz93S1MNL3vrlMgeTwZtaFtUihEDnnFCXciHAmAsQXrn0lNngFsCzUqU0VqIrsfeytVxiuIaS6IcffpC+91ffS/09A+kbL38zbUPCUYxbSZwzszETyxPnzp1P/+E//BVLMB8j1RhI27fvSDt2ZIlIK4Td+EVqEKf6IuaYQkol8Q/DYJTrTgmOZa4cZbbo4YJhEk/C5J7/YWiU0FADlmJUXG1CZ8OtuPYLzY27fGPdS3nul8GociVpsLXltXFvYKCBgQYGGhj4zDFQKMEcUZDsS0Slb3mObZQSLftDMlkSUdFSy6Ie693UjJEoTGRPo/jpZHscCnRu6GZ67YOj6fLNybR186a0k0PYVmNQqqcVyYZMBksuIaMPOX2GnCkQxCVTMD1xADSOfgTFT6U4uTCeYTgp8Vw4ZY13E9ZrUeJVfhFc8rkHoxHlEGZVHvNb5DLWBLgwz0W5z6WKJZK5N0ppeUk7I3MhUydT5ZIJr2FR1HaxiHAoEuM43A0P9SaasAx2FV2Z//v/+hMUQU+k3/zN30pPPfUktjVcSgEmzGEwJ2QhOl0yOYVi72uvvZYOHDgAw9KWnnzyqfT4Y4+l1exqUSFTUl2YGiUdSqBaPUsnymk5uBY7wmQzosmsjgwT5Y4qRVKew9+6WW6YJ35kbNyN4l39kHw3ivEjweKc7vneYDTuiZ5GYAMDDQw0MPAZYKAQCcbwPP+U0YiXIAAG61OLhk/2LSkkJlMoXbSEaJ0trHAakxCJaYjFbcLe//h0euvQYdbd29OOLRvTxlXsoOBAlGWYJm/1jA4AfDIRWUxkLIN+3uuuxLtb+N3iFv+lYJYw7yW8nk8tvGRbeS0uXS3m3ONCRkO44tu7RDjrZZRqgmWqLCOYd6fk0rBDJJgImT+NcykZaE5//ud/nv7dv/te+trXXkovvvhVlkaWw0hI8JWI5PLbdvm5iW2zQ+kNllT+4i//At2NjemZZ55lWWVPSDtUxCxMg8S/7LiZx0eAXfSTax85ySTIkIb4hmc9vVkV73IgwWRkD/ugdkV0pXzxsuhHJuhefafBaCxCWOO1gYEGBhoY+Kwx4MQ4D+flzoAf0gB9c4jkIhO+7FPi57KW+NxnIEbobFSTbYKZPUMImtlVcIXdKq++90E6eul66mIWvZVj5vdtWoeEo5uTZJ1lZ2iRw8IMqvJAgILSGY8Ihep5X+yCqOFfv5c49fglXHjmWYdZEbmSLO6LwwuselzRAdEMggpMNSrwieRBTHmKWX34lB8zxxktKG/1rB8SjZwuAPOeJQPG1eiWp8UqxVBB03gWJfRoiKm04sc//nH6N//mT9K+fQ+nXbt2wXA8j+SD7cfYNpEhydKNnL8EWybiypUr6Y//+I/ToUOH0u7de9KXvvQ06R8KqUiYrDcPlsdyWS0XmdVxwGvgMgqJ5GoOb0SDQQpGNnAOQ0U6eY+55Lko0RxVqQirPIW7yDUYjUUIabw2MNDAQAMDDxoGCqOxYCifYzRKaXNooRfFN+4SmYjv3dmoxFWCUohHZjwmIRb6a9L8DHYdrl0dSiswkf3ozq2pu701iK8EOMTtxAsCAtHTx/m9v0GgzE8XeTqrRzFSIssMXRKWc87lKFEjfvUjLGHOuxx3/v1v/2Q9c8lLTlV+FC9KWBiUuaz0La7+XMpZyizUHO6vS1TepcMyF4EhnsWdTj+XOs6cOZP+6I/+KBiIXbt2p3/yT/6TYEKMluPKoJDaNgJofk6hWPqTn/wUvY9Dkce3vvXb6dFHH4VBob2Im7PJyyO5ppbG8hiWyxzMT/jyE8WKEhefKHzEpf0MySXPv74ACpfhzie6/6eGROP+cdWI2cBAAwMNDHxKGKgG9YB+9wE9E5Uy8N9ZFAmUrhCpOlSPmpcR0E9mYpLZ8G2OK53CzkYfpqclkW697O3uCYXAlkqsL31xp4MSglZ2QoQlTWHwF1Gw1YExBpZo9NNVvxXDE++lIHNVkw2AoM29+5JhRsAvyU9hNpRQqJdx8uSpdPTo0fS97/379PDDD6c/+IM/CIahxMvtlnU48tIIaIGBG8W8+UcffRRbaN9//0D61V/9Na5fDQueptEJwzTFxXZmwqrg4p3vgfjSKHgRyfi6ehnmn4Vdb6yIet8/Dcug942qRsQGBhoYaGDg88OATMaSRKMq0jyhkKgp6s8zWgmQVxPbFLWpoT9aBCF56MLyYxOGmNgjmybx+dG7BzDu1Zz2bduU9mzeiGVRJBX8tbRlQjnNThUZjdiFAFFTD0RT6c3Y9HDmPhPKiRSUf+UcGheTfVjowpPTYiOaUcMZSwZocewq+At5s01U7JyYmIg22Iwy7vLlg9GOf/qnfxpWOL/97W8Hg2C7lDbU+uYkFl1lHGUePDH1MRRDN21CmXfnzvRnf/ZnwbD8/u//PlZGV84xGKafa2/gFUah+InE6BcVNguuDTfPEl4Fz8GqMzAl7Oe5NyQaPw+2GnEbGGhgoIGBTwUDhdwKvAz/n5xRnYCUlEKahLAFcZCpYIurEolQJIRwTcFUaBshGAPCIh3vKoyeGeF8dE4xXcm5FoOYop5iR4qnnIfJamA1q1Pg7ByvrI+AWiSSC/906kK4SyPW+8nLk9CzMD6C8w/Vi/QVo6FnrrEyFZ4JrGMjJ/pi/toG4j+IO8S8EGwlFK+88kr67ne/m/7ZP/tnbGndHnFkFIxrPLewyqSU9PobrtGvEydOpH/7b/9txP2d3/kdjINtjmWYwiyY1vYujIdpdYvvBaslT/uTadQrKe5uaUq49xKn7ld/bjAadWw0nhsYaGCggYHPBQN10pqJwuJiSATKgC4xmHcQdt6nNMLF3a2u4yyHjI/dDiI1bRizY4mPzEHAgZAVJiWYArJHVpHG3ZoJ49CGQmkTUoqhibF0mAPE1m1am1Zw/kU3Sy0dKJoqxXA7p4e0haUn8oaYzO1QsDZZGTMzD7IOWXcjMxn5KPpgK2ps1TwOlsbALja8sgAAQABJREFUfI2/SE+2lYyDTEDBuX4yDN/5zndia+yv/8ZvhJXQer2MY3t7lecCx7a8ePFipPfE2C9/+cvp2WefnUtuGuOW/EpA6T/lrr/xZGj085wTD30r+XjXGa4zTj1teN7HT4PRuA8kNaI0MNDAQAMDny4G5oksw/knZiXh0WVCIvOQLXuOcXz8lctX0qGPDmEA6li6zM6F4eFhThS9HSalIw3ggyGp0kM5MoMAkzExO8FJmxCdWbdRtqRRDDdNY0Z73Y7t6fSJ02nk1Jm0AqLThaiiGSZDOjTFfYZzVDT05F/e6ZElGzPGkUEKGQaEj7whn7AdLutAfCmDyyUyIlbbx8L46PvL4CTWMgagGcYvt5sSA9vuEgeznT59Oq3CbPnq1asg6O1zRL60sVgpyqHiQwmH0grvly5dpH1HSIPFV2B2sXtozZo10R/ysguZ4sgq8vO5ziiUZ2HJYJh2+/Ztae/eh9LatWvDz10xOs88sS6F+QjP+/xpMBr3iahGtAYGGhhoYODTw0BQ2wp8Jg53y0sCJRGSuVAXw2sKhUyPJX/lhz9O+99+K63xvA2Yg9Wr16ZlHCHfFNYe5xcxhBGUj0yQh0DjnanCBODvPfZrwAh4+FoT5rOHYTh+vP+ddJVdKts3rEubVvWlgZ7O1B+cAgkCXpFa5DWRclqoOWTnPdfNHHW1EsX7L+OPxDzwTeXKXWJdnn/0wx+kDw5+kL75jW+mLVu2xhHyJY1tIWrrznSFQdB/YmI8vfvuu3HJbPzu7/5eKInW03zSs/3JfnT+/Hl2t3yYrl+/hrLqI1z7wpZHR0dXSGRkcJTM1POvP98tn4Yy6N0w0/BvYKCBgQYGHiAMSGDK5QxUi6DOkCU0Fy9eTq+/8Xr6kB0J33j5a2nvQ/vijI0ujpSXOGg4KlxFpDLxmqdgPmmYSeYl4kaE8IXZaE63CN+yaiB9fHEonTp/IQ2ppIg258YNa9NmmBrVSzV9HtYkkYRkBsLZO0wR9iWUUuQ8M3PRDBMTkgzzjFgQTx7ym6m4pLJfdFcqXdXDellLdruCL59SSDJO/4uTSAoSEoVVaQMHrEWsUn9hVKjw2Prwxk9YEnnfPStl584d6fvf/6tQEv293/1dGAKYmYDkD0/5P0DN+89FAM4s9jp2h9LpoUMfpldffRVrpSc5IG5Hevkb32BZpSvysw/+vMxGy3+Dm8+q8dTAQAMDDQw0MPDZY0BKUq6c++KZaymT/jIa+ZoK8buEwVnxE5i5fv75FxF7r2NW2xkidZmHzEAIX1mCZGYhqcnLF8xqgS15Ut8iE34WPaBksg49SDY62aHSBAHzWPqbo2OxNXYLJrKJTjwYCzkK4kZaPTWPHtnCcMTyiXqlLNWU7Imj5EOmKcpkvpYtF6gqp5G/qBdFr+E6Y0cmgfpUde1mR8kZlk8uXbnMUkVPWrN2TZyYajr/TFNg1Nuu+HvvQJLR0dGZRlgmO0xf2LVzV1oG3CxtEHfFzcPLZcm9TviaHve01v6+vtTf30//mkzXMKN+9uwp3pcHQxRtG8yNDM78JfR7STYajEbBf+PewEADAw0MPGAYKIN3kWRkJmMq1vyn2Uly9eoVTgv9Wfrgg/fTpo2b099nq6REQoIkc5EJlIQGshL0JhOveX8982VIdjIM+cnbNFxBs4qJwOuG0Vi1ojcN9nalvi4YD+xqrGW7psfUX4PxmDQeU/NmdDhmEcUrSFFnQ55DPiSYDMris9oa5jkdTAUm0J3iBzMyX5JSti/+3fpav1zHwEf17kmsK1auSm/ufyN2C6mrYRuylmEinGl0Jf2iuwwLOhpdXV0wA2vS5cuXwubG2vVrY1tsllTJYAiPO8nhEXis4OBBi4TeDj8Rpwd9jY2bNsK8tKWbN0fSewfeS5vY2SIjVKQZpW+SYI7p8HkpV8nTlgpq+DUw0MBAAwMNDHxeGKgP5JYh62UozWD3CER8kh0grqkfP3E8jaHs+cILz7NzoQfbFhySFkRcWpKJiAO9aeoMy+LnPMOVyCt70NanTABPpAsT3EodZiZSO/DX9namhzatTg9tXgvTYJlmOJ5+OF25MZJGbo+hVMpOFwgYrAZQMrPhcok7T5SWmEdmMiBsLLnIZMyaF2mUjGQaSEof7rhMo3/9Xp7r8et+5bnc6/EWw6q/L45X3oVTYJV7CavfS7z6XWJfxREL4NMzTVbBbNxEsfP4seOYNWEPUFXHaKfAl3gpF+kI98IHGNg6gcGTSXnm2efSwQ8wM3/k43Rr9FZIqShsBU/U2SdIZ9qAl9+tjwxIzmM69XR3sQS3Nz33/PNhzfS99w4Egxu7l8hvXlmVBv4E12A0PgFBjeAGBhoYaGDg88RAISilDCp+utQwOnaL9fgjoaPhToGdiMunsXPh0sf0FORHYsUSSxAt/IL5qIhTgbngLkNRMSMzHCI2zcVeFtJlggTrwCN2NCCM7ZwO245uSBfhLYjY2bDi/th089ZwGr19E9+pNM1hbbdJOwGNnUGfowndjVnMh7rxgqjEkfhy3LnbZaN8Ek1zhCgSY4Y6SgjvvPS3TOW+VBz9Svpyv1sawwusci/pq7ovKId+xf9uMEuZSt4lj/KeYQAmlsDUz/jKV76a2jpa0350bcbYmqzLu4NkOnKby7rFVWtH40V5gjlJaeeOHWnXnt3p9f2vhb2N22yjzQwEbWmG4DiW0qr2tn9Mx64YmRHDKhzQd3p7lmGjYysnyT6dfvSjH4bhMQ2JyWyU5TvzX8wU61d3DUajjo3GcwMDDQw0MPAAYUBGQJd3BUDqGeB9HhsbD5H2ec4r6YEY7N69F5E25FqCBCPSjGTALY/5jAsIeRAVZqykvdsF6QsyFjNk8yUuFIz4LmuwPRMYLfpBgOQLVBo1mmVshmHYvm6QQ9pWpsGebkoMgwFHcZUzVYbHp9I4ccdhJ7AFhgXSLMSfAaaMUDNlbpb7gOGYBpbbMr1kesz3zstyLb6Wirs4Tv29Dte09bD681Jw7xa/DrM812Hd+Wz9Zau02LpzB+fNsBx19twptihfTs0etqaUAdwsaLNF7xhQAYdVe4PLNnRofvPXfz1dPIe068jhNHTtCs2RGZUmT6GlrTJjQXnoJ7aVjF0wGDCN4t3+IyvIBpO0DF2fzZs3pGvXrqURDLrVmQz7okzGJ0k3GrtOQGfDNTDQwEADAw8qBiTkZcboLFLnwH4Dxb/h4SHMUm9OaxCZQz0yE6B8IGapOZ0MgUa7EHVATIhzN8cJpJKcvIQCDeJZl3/zk7segIR1UWFbFixnsJyC8ILdLfhxQqyz69hui/XLv/j+D9LaNRvS7l0cc97Ty4mxLdjbYAkFYtkO4GbgBDOFX+SMxEN2J5fEPO/mLIWu3PPbnb/18Iy7u6cpccv9TmjZpx7+STDvAwZLSlpgbcU+ybYdu9C7uZ5ee+0nLKdsiLawTUDSIkC+e+XWimCsoIWuBb7b2IHy5FNPsax2NPX1L0u9A8vQr+lkuQ2GMcRP9qEMUwg6pTr6BI+HxMoX9UdkVvv7B8KgmCfKLuNcHA141ZngT7Kt0ZBoBIobPw0MNDDQwMCDh4HCYDioy2QotvbcDPU03Nbq7LKdQb+b9XR3CUhEm4gnoW5ldHcbpTPYGZY7wnC4FOkuV4jTYSRc4gilTeipyxr5Ei6sAPDchaIeBQJ24JMXsL1YLCBQ6cRsaoP+9nb2pJdZDriIMuF3fvJqeuvEsXTyxlC6Pk65ZZigaC0kYdIeQhLPTdGq6SzLLNC8LNC4j7txP+kK4UgFa3HcElb316+8l/Cf924VrVNcth/P/FfozwyW7ZolCeATHG7duilt2741/fiVH0Sb2c5B0EXS3FWA2LY8K1UgOKy10geUksBRpJe//lK6dvlqOsIx89dQENXwlksoIe2CeZimQjKspW/Z+2dgANtgRGaAYVsEH4NUQ4VSjYlpzdQ+WF8+sT82JBpir+EaGGhgoIGBLzAGMkFi4McpnAjx9SSMx+3xNA1RibX8QrHV0iAS0SBEXBAXZ6bTk0gzuGdPA4szkhyJIRAt4ED+4m1x3ElgzEKIlJI4e/ZMla6mlqz4Oc35Kv7BrJi8HYnH2v7B9O1vvpwOnT6b3vngw3T02LG0AenLQ9u2pJXY92iDUSr6GNPsYMHmZdBO5suxpOLBazol+SHNz6+ZAFbSmWz3Q9bKubm19jKh78VZn+Lq/vj5GsH+zL1UkQOL1XNVmOotJ6r7ZbhCmbcBQnq4gBmYtxbuXRxO18Z6RDt1zyVFb4U8PfDOM2gGBt1GujKdP3MyDV0fSoOD7D6RGckFrHIudcl52zfyEhnbhlkuU+lXpmYjyx3bd24Ny7AffXSYbbPr2QbbytZklkRIKvOQkSo82hyJVivc6QRtLE5bjQTsKaQgbYisxHBmcvPW6sKklF0oc2hZ4uGBXDrJiMuNtkSZ57gnuf16XJ8/SYSzFLyGXwMDDwoG7MO60q/LjLb4LdXHS5p63ADS+PnCYaC0e9AV+wLDoJKGUFaEGPiXlfBgNiAIrs2zkk80iINhkVASVhEjiQnO2auwoCb+6LXI6Z+dTznVnfGgY4DQX6kJ8YDPfDZAtkCcXDaRBQl2BslGaxOHezErf3rjurR71Zp0+Mz5dPDkyXTgB6+kle2dafbqNeowHvAmm9vR4fAwr6bUAUwWFKLu5hY00RyrIskvqTNiGTLLAyEMaQwEMzgSQqQPEUP2KbMfxsfAOnkKqvLHUwyGqfTAF7N986xSB2aol8xDlEWYtk1xAYv4LP9MUwbzFAuWQ/0W+a4J4lPb9OTWdWkDeiw7d24PHRb4D9oGMqzeBekl2gODA2nfIw+nd372Vvra178edZ+reMkz7lGyeMpKozxaRvJyWQS+j/NPnkGJ80fpZz/7WfryM88Af5kVi+KrI5OdTIQ50H/w8tl+MoVCsfTUNs+6QSqAKs2AuZ3WhHpb0GL7Y6G75Z7hzv8+kIzG3QbMpQZU4+rvZSVLnPkqNp4aGPjiYaB8A4tFksW/XqOl/OrhjecvKAYkCPwFiWTgl8BnRcnMbMxCyF0Wkegrkw85BOOgqeZd/Vnfxe8l5kL/hW8lzsLkJU65C9r5ed6eyp0dKi3oXCjZmGKZZ3lrd3py+8a0Y9O69MGZM+m/++//57T/o6OpHyXSKWbPs01dcA1dCF3aUw9MRAfpWtD7aGaWHaeoIDlphcNQxaC12dNJIZAyM4QqSWklHBURqpiZqibStTFLl3eYhVrKPFh/TuyopCOhAhnMkdS1nfSZqUtpnPxlFjJVFsOz2AjJyx+xvTggUWGJeoSRhgygzeq0hl2RScKQI7HrZibdJuD2uePpdx7ZnF568uG0c/cu2sw2VfGS8lBOmQ3bur+3Oz32yKNp/1tvpJde+jrSDunbPFNBpEWOtDA1QfuiMXinQurJbN+xI+3fvx9jbgcxKz4US2xKMqbnpEHgx2qqnyPeos7z4O1//uW+RRFhKuyDlic/ExJ9bj7NUk8PHKNhoe81cJZw70V0o4ldnVxXwzUw8EXGQL3vL2acfbfPe6/H+yLXt1H2T8aAtCNfeVAvzIaidknDHAlywL+PQf+Tc/ybxkC0XpUm91HGZA5p0wS5uyaaEcF3N7elztaO1MysfmsvFjF37kkrnnoiTaEo2tzcCXPB6aHNHWkZDEYbs32H9jaYhNaWttTWxFILfV8dgrbWmdBB6cCSZQfcBfIImA5F/0hTlCREuv+fvfcAsuwq7v978uzMbM55ZpPSrnIWEkJIIAkwwWAMNiAojPgbY+OyXUWZwkXhVC7jUC4H7LINGCjCz0WUyCAhoYAIlrQKm4M2aPPu7O7k9P9++tx+c+btm9VqEWjDOzP3ndSnT5++957u2yeNaMIpKopyJXsZ8kFgIthhE8MMSZFIghN1hUmZvQhS5QxJ+A67AEaBGJYiIcVEAnZAwtZPxBX/CXNqLnl9KjSgMIqFwyq/XwpGT083wsm2r9U+FK391tOgvU5EN0NeDKAw1IFNAQUK6wf7V3QsXWz/85lP29AH+pWj4SSnqPJ9oRUpH6rRXzTPgkm5g+Jhc5PN06TSOVLsNmxYZ3PnzXbaGzRfI82HoX4pRFKy3BA0+jSlGvVwJSVH8lZtG1Y7fU6JKxte3Qn9nFKKRmhGoUxEC4jHlZtpSIOpfZpcRMdLuOqqHDgTOIAJlec5FAp8JmDls73L2xmw5enV+OnAgSQkxqOUXD5q6fNQLfwUUHX6dPxK9DQEglLGQ/ErSFc/zZc1AlNfx1gaIA0hXY/wlxWCCamsNKmRkKVBfVIqDsqSUVOjo8lrmqxf8RoJPSwITbqapRT0o1wIVxPpKAlqCcIVJYsj7Ue0ZhaloVZKTL9s/81NmgOhPFbG4Or17rBZGLRAG8MmCHYMCEAA5sMuopMTa+Eioh942DsgZaNfk0UG1SaW5vYLFyoetEBbnwDZoAwFZVDWgT5h6AVWuHrU7n5Za2pkQRiUpcZnpCgdhcTnwkjJEAoRwsqgxDsmbU6dPtO6+3tsf+dhm6mhFFSkRK28YxwMV6Lo8F1ZVSfLZYXNBvv6tSJpts1fuNDWrn/arr/hJYJLsrJkJVHZNFgEYohJ6JLvN9Nx+30Fq/hE3xQyOXwvOM7PKaVoVOoooxHRMKwW69evt507d/okF9pFOS7y0os4TmuryVUOnAYcQMkI6wXkturMgmnTptmqVav8OScPF+9L+J5Y/TmNOYC0wKlz138hsV3BcGmoTj5ZM/jaTkoFAt1XD6BkKCzNI5UXbIFEPs4RFr4nZD857InCUXwsrAsiTXj0+SASzlgS6mSJGJCQHXAlSUJVdCLo65HyUgxQRxpqWyVn26RocEA9cwJUDsuELBq1+szX6SrWqCETvyS0m6VUNGruR7PgGvgSp/+XkG0Cm8wgKDUoF+RhtPCJqygoiqBQNEKA3BBf53qVJPddjNdo0Q6KWp3kCIrGsOA18qPhH1kGhKdPV53YW6ulMgyL0CYQsLlZmr8hvMLtm2epflUs5UQKC++romq1klBVFHHrgIaGENx+yyS8CSsPOht1bsmyc1fZurUbbOrlF1kjQ0uqs5KjFI78ISHDOsGcHq9HtM7VWTQc1vbDe79vg297u6w+LE0VqUUZyrmyBV3OCbDhwKvLlQrhE1x63kbro+x4dDmK4ueUUjRywqIB4Ye1gk1DfvCDH/hBQtEBUw5LR9VVOXAmcmDLli3anOmo/fVf/7U6iXRMcwyfhNJxJrb7bG0TQgA5lTvv8slQx5869hR2QUBnz6e3pAUbPLm8INuREMAJoZdPMYcpgsmjQi+U+QSjfII6BmdWBlC3sAgVQozhEvbzcLM8aVIk2MfDrTHya7SF+oTBepuk1SZdorVOFo8m+Y0MhQgWJSMpK2kFRL0ENlYNFBDmUzRKICOoG6Vc8B4wSNIgQc/QCfMwJJvlCxcKBsMmwIuOJg2x4Goambehr34sACK+VnFtCeLDDmwcxjCJRh9Et4ZDpBiAF8VkmPJSpFjpwbbpKuY6IQrSiBdIbMNyg+LRXNuvOqQE+TJgtduVASwuEt7C59Swc6oihLmXDAatWLjEdm7dbMMXn2/DsoaISqf72B/UE/2pfULq28aDS9QhGK2lVefSTGyzg/v2WJ+Gr2rVhzCRljZSI3842pLunEf1g/KqX37cF3/kn4w7JRWNUC5oEGGUiEijwz148KA0tNl29dVXa7OahZ6HIsKXYNVVOXC6cyAJEnVA6riw0n3hC1+wNVoL36vzLBg6wQHD857D5uHTnQdV+nMO0Lsj1JJASL+RXwgJicx0lomERQgDTAylSB7OkgONCxsKBlzCO1q+AKyIM8qk4igZ/qWuPhnZyI6lPrYPCglAumkXghLkzVgoVK1PnJSg9MmcslbU6TlnFQuKA3M0Ggir/SgfzaoOhWT92rVefsWSDglTWUUQ5qJ/jc75mD9vrs3VCbZpwymqTe1hDwksJAg+6Qq+VgdlhmGRnTt2Wrc2GVvcvsitKs46hK/mi+hllNCWpyBi3eNSDtDvZAIR71FkpCCoHrZbl7h3JcLqte+JcI/U9FqTrAv17DsiqwarN1CEsKrUiyEuwFE8VAH8a9GeFfNmTrdntj0j3qGcaM4Fihss1BUu4thDSPflreob0uCPUgRQK6VsgiwkkyZNtsOSnc3Ns8RblAaeKXAmONrmNyyQK2dE82voV9IwC89WxEtAHnguq+opp2hEZwn1hPMhE8KMU+PYnQxlY86cOaXO1jN+ST/U7SY6Hrgz0NG+8b6Oj5c3Hiu4d8/18I1X9mxLh7+4SvxHyZ4yZYorGGyW06JTFXEoHJWeySrPnT2n9U/exdD361XSVXx5uqBPgiH1lSEECh+Lxovo6qCvaIB/gUt6Of2iKfWcxFn1IOErwauRFRfICEPmF2AxqHHlgmWow9akcKPw+SRQwhLgDcLJMMmDjzxs9QcPWMvtr5RysFiHkk2XRaLPHr/vHmt+6Uttwdy5Eu7iGwTIIfwbNATDREgOguObXzYIHxbp7R20bc9s1nB8l8rNsqYJLU5Pmk/CHBMmZCarOWtJUmskdGmrxl5GpBypB5VPvydZgbage9EvUCaLjjD2ojTuGbcIkvxOqTwbn6mg0+L5Kl8nyTxj5lR75JH7Ba96nYlSRGgKdXq9qot0heEtbRmhYod1QBKVJquLNLgZ06fZvv17bY7a5/eG5a3gcRd+ES087lXCB7XH9unpGVRb1Icd70P/lFM08mY608U0Olu+7LiY+ImPo2F54wKePDrciNOBE67UkQObd/R5GfKom3LlX4/RoVM28Ocdf9SHH7ARjjLgDxd5+LigP8L45HFFfaThAjbyUuroL20AJuCiTMQph0kenzQc4WhPrOohLfJyuOAr+QETaV6gwEce5bgCd+AJuDPBj3bSluBJtDval8PkaaTnvKNcPOMo2WyY09jY6DDk5fgDT9U/ezigN87/XHop5OKrkDEeDfkxXhqsAqY8nzgu8vLweDi9DIIuSVKiMTkUKYuYdkHpIpGYBLCsBcyRqJdCgLLhQyWCRJQ3CRXiHYWDJbIMlSCvUT60ENZ6Dh2w3kMH7cc6hOzA/j12+y0v92GOw89uM+vt0uoWAQ32WueBg3bo0CFZTYZsriZGzpwxzTfMYjUI1vGjR7tEUY0d3bXL5Uuj6qvTMEeXTqI9pMmYXb0D1tI22abMnKllqmqDrBLQyZJadASW87JbKnuGqEX6S0M0tVqWWjOkFsjiUSu/hnkWygvWwhDUDI2LyLqgPtqtLorTj4r2KaJz17PPWr8mdDL8kZxKKx8kgScUKY+rrw8HJfyrt/U+pE3DJ0c6DypbVAoOZSNUFABBO8aJ1+lWJ5pSXtz8MZDPGTllFQ06UIRRXAjL6GgJkw7M8Vy5EDsefMCGDyzh8k6f+kjPcREO+KAnh8lho3zAledFfjm+HC4P5/VQNs+LOiq1IfKi/PHqC7zARri8fHl6JTry8nmYshEPvKezH20JnuIHP8iLcLQxj0fZyMMnn+cdJQMlOxRs0vJ7m5ephs9ADtDd6VlILvkIEUQXpu3kI2gKYe++FypLK1CEh2Iwpgxx3nVdUR2wY+Aiv7wsX92ixLMRuxj1QUV/zTwE1ZQ+95XIB1ASvUzgRAw3qD6p0UnhEDCTOpmboVkYnlavsqwLIb1R6YuXdvhwx47tO+zZbdutY8E8CVEt7xRMk3Cu1v4RWzdvsR4dXT9p8iTb+PRTdr02sVqsIffHn1xtm7Y+o6PUe5ymtU+vs8WLFmhJ7IBt37JDu5hutb37DmrOqia0SsG4+oYbrGXSFLVNjdD/sPAzv4NhIqwwjMWw54U3Xb+1UiBqla7pqZ5GG3RnXNnyQ9KKfoHlvzDa50IIH2GwNMt62avVOf0DOgN3eJJSSE83xB8DBSHFXfhFNDyHFjDWoglNTdarE38TfnJUr9+ogIa6zLnCqHhCUqo7gzjhYBnmEy73KwGMDpbOFSUjLuJ55zweMcAwrs24W7mjk+7q6vK92+ncx+vgywVDORz4OdHusA44wueiPvDjoCGnNQ+X00Q89pLP8yiDcoUrrz+HIxz1hV+eXx5HeHV2dvqFtSjoBi7qCpoDZ6X0HG/kR1qUz+PAlKdH/png522jreU8iTbmcKRVggOG+8K9iiuseoGn6p/pHEhCJn5T7+8SwAUAIR9H17MiSUtEl6SjC4s8TF5+ARNlEDxRNoeJMPkBH+EoU8Tp91QnQxO+c6fC0My3/pCUDS5XPbxOlAv2ycBqgYKRlrT6UImsG1g46jVRtE7DFsy18PkW+uqvlSWbiZesxFh1zjJbtXyZTdFQx8MPPWw93V0qo6WwEsv9Rw/bE9oR84iGV5ZozsaKxfMU3mcP3PM9O7J7l21du8b6dSjdAg1RLJozw3oUZhfT4a5ue+Dee2zD009Yiywu07WB1p6d22z1449pt82eNGdECkU9SoT7em/lY8HwJTUaEnJfbWITsSaZJ5qkILFEt07KSB0TMrgvGhJhFYevFpKCwUTZtOtqsnw0aALohJZWyalufWBom3m/l4m/Xh5FIa7yvIgXdTF3pKWt1Y7o3BkhKnCpuN8HcObPQNRR0Kk6uIfJhV9ET9A7ZS0aQT8dLB0tHSthlI3nErrRsdMpb9682c1h5513nk2YkMxP4ENBWKvJRKSdc845pS/D6PjBEWH8+HIkHMIAnxUBKBaRDlyTNMfp06f7kkS+PnP4EOSBP/JoL3nbtm3T/vZTbcaMGaVy4A78+OUucFA+wgFDfLw6oXuXzIWcyAdPZ8o0yDJK5r8wXILSRBgXeIOOwE+cCbrNOhkwhljKYak/ysEfwnEFXwPfmeLTvmgb/CAOH+Az8ysijfTgV/iVeAAc7wBX8Dn4GvDHKx8wVf/04wDmbf4kDdJ1bBegHN4xhFZ55nPF4UcOM14YuHA5DGmjcSwsxPwDW/IqWSzcXuIiMSDj2HOmTTJMwvCDP7/MkFRhdROuaLDigxEFvsgJ+AoSQPQljn1ggjakWrowHWH+8CM/sS2yXvjSVvW7+/bs0fs2YBecs8JeftMNmg9Sb/3q8+7+yldt70WXahim1jpWrLCrrr5SG3w1SJF4UkMqderPj9qm9ets1uw5dt7ypVqN0mi7dGz7nt273brQ0qzdS1WWiaW+OZiGfVzHgD63EIhAveuYLjj3pY50/SlVF5YnXVIEtKbFeYcQF5TrDuoqHJYdT2ullExpnWy93b1+rHutVtcce3/REeB2cFbB3JGsyamumKlP79fHpBJUBn6PAo7iHYsHK4v3MyiOyjrm8RpFcdzQKalo0GguGoiLeHzN0VmPMmZs+6KzJR/rwBe/+EV7Suazv/mbv7HFixd754+ygkD/27/9W0MB+eAHP+idf9SJX0lBgB6u2DSJuv73f//XO//Jkyf7RD3KIgwQMq94xSt8VQxj6qRHW8CdxwlHuW9961t2ySWX2GWXXebCmzrAxUXd+FEWPpCG4AmYyCOdcPCj3EfJYD+SH/7wh14PSgX4VujFu/jii13huPvuu+1Vr3qVjgiePOZe0L5cWH7nO9/xPR5YAcRkRfAEndBAGAcNce9yPkaeA53GP8H7vAmkcaHYYvVCqWNy58SJOjJbSm5M6qRMzqccR4R5buE9+OL+Bv6AqfpnNgfoRXJRUHoW9L67UOBL9kVzCEw9x06kQj6zU3PpJDDJYPInebUsD2WDChlKWJHCqhJWbBSSmCkLjEK4EGd1REm5oBtBK9HFAIpm7nmZefPn2oxZ0233/n127/336cPnkJ9ou3fPPn/HWvSxVCtFgt0yJ06aqA/BZuvt79VeFY36kGp1GJayTps+VXg5KE7zAI90W+8E3te91qetvOnCFs2Z5QeiqfuWqC7IVRv9vBmsL5qjwbJaVAjo9304hBeS1QxXLtIQEsqYMOg9HtLcE/jEUlMEuV/Kq5VywGKXidoltLv7iN577SJa36x7LHDhi1+GPkK58+RjfshnuqkUC/HZz0TRswKSIZQNAk4b7YFoXZQQISO6J9wWlkzznHnFeH6lfu2Y6sZJOCUVDWj1hsmnQ0U4cdHJhkUj8vN2IcjydGCfeOIJ+9GPfuTWi7nMQpa1gSETlI+HHnrIrR3gZviAPTooQ4fPF3pHR4fHN2zY4BPwqJ+Lr3xWuwCzevVqu/zyy23lypU6dW+W07lu3Tr7n//5H7dKYJmgDLiZkER7ENyLFi3yerAGkMekJITOo48+6srJHmnjCCKUFKwMCKpnNTEISwnCnHzwMdxBm2jbpEmTvG1YKcLKgkBDAQA3LniEwPve975ne6Wp33HHHY7na1/7misf7E+CVQXlbP78+Xbdddc5XniEsMSBd968eR7/p3/6J/vN3/xNu/nmmx1+qw5NOvfcc719wVNwQgN002baA73QHZYmRzzOT35fxwF50ZOhkYvnBz5zr/G5uB9PP/20ff3rX/d7unz5cuPimeGewgOugAcP4XDxHuQ+4eBLOXyUq/pnEgeSEDimRanndyHCkAV/QEoeuA884fFcwEZ+eTzSwycfl+OPOKmjqg4CTdCaPEm6jBN6XhX0CpjLgXDTMIh/kWseg6wEkoZK49yS9N5gEcFqEMKa5ZuufDAEIwEIQvrhqdo984rLLrFvPLvd1j/1pPCMaB7GYtu4cbMsEXts84bN2jG0QUemr/VzRBZpLsZ2bcu9W33lBlkv6rScdOfWbbZIh79NnTzN5i9eaJOEc7asvI0S9nUTdmky6Fxr06TMYVldUJbcciJFga0z2ImUCaG+6sQbSFtkgVd4kImugscCglLgpgvR7UMmCHGlo3og6GEPUMwDqRdSVuUwr8KXLivHh08EkzvKlNyYiFLFa3hO+QH2LeFDUP0GQ2ReWwGPBw1eAGQqhA4kopSRcqHsZN0pp2jQudJpckVHGp1pdLIRL2806XnnTJiH8LbbbnPF4tJLL3Uhj/Cj03/1q1/tO4yC5+GHHzYUBHAgEPnC/8AHPuCKxj/+4z+60oGwxEqCReINb3iDtbe3exhhgTBH+YBGBD9xlBaUGhSEn/70p7ZbpjfSwPPud7/bffZHoO4tGoJBoeCUvde//vXuQwvDGS95yUtcqcDC8LKXvcwVmO9+97uOFyUGoU36tdde6+UeeOABF+bQiaLytre9raTYgBMaoWvHjh2uGIRi8fa3v90VJfChoKHIPPLII25hgV9Pan06liDoBA/KBXF4BfzSpUvduvKpT33K/uzP/szbB09Rojo6tNZdDzltwDKF4IVPb3zjG51X5fcy4tQTbYy009FHQYPfbDb3+OOP+9JsLFdLliwp7QeD4oGyEUNX5e2EDzw/uPzdgEdVd2ZyAJmMk9jVH77utQQTzr9HJTNcEDDe70pGmozpQxFazoGPgKjxJZjkIQCL58U9iT7BjOZTpoCjRsq7IoCX4MiHEnAlWFloPQ8YkHKBFylFdYgwpemflISOr371Rd7AtNqEpZkMMPDHMlmUi7jISStSVK+sB+qAbLL2haiXdUItl0BusKUdHXbjddfbT7/2ZT8bZcU5y9VnPWUb1AdteHqNtejdOtLVaf/fu+7w5bCPrX5U+9M8bY8/9rhWdbTp4Df1zRPabLr2r7jmJdfZk+qbvyuLLx+Gezq77OW38cGmo+wlVwZpr+5AUorYSZQVMsmaQVsZzvBj1wWlHdLdqZj3m6gVvL8If5jilgOV1ee02iZ+6YdXerimzxq1aUj/YE/xvqNcpfsrtPoHsXPWfcIFh+XjlC8Gs9x2SLNZ6Xc5Jl7IlKdLfqnroE7RYLLK5C49KqrDlQ3wn5w75RSNaAbMDqWBjpQrOlcsEITDkRewkYafbuawKxoIZr7i+drkq3rjxo12++2326c//Wn/mucmMFcDszad+b/8y7+4csIXPcLhPe95j1suEJAMFSB0sUrgEMb79+/3L1MUEawlCHk2FEPJwHLClukv1dpuhC113n///T5MgWIBLa973eucXoZiqB/4aBc+eFFKrtRRvwhuLBnnn3++DwcBywl9DHuAGwF2xRVXuIBGwaEuBDpKF3yCB1gSGBZhaOmjH/2oKzQMmTCUhKUCHmONQcnBYSVBwejo6HDl5a677vJ2Ag8cSlx7e7vTTntpA3RjMUFhwQKCe/DBB11BQTn7+c9/7g8/sDG8BH2UC8d9QUGDT3l65J9KPvRxwV8czx/t4eKe8cxwH4GBn9/85jcdjmcThRLewm+G3Bjmi7L4OPiEK+dD5Htm9ef05ACPvIST32n9ID78tivdU/H13JCfhLmLCsWKMggCJmrSL4LLARV3hBQqwszjUBQXWWNgMzhgAhXhMXDkYFGIehxAP+nRVy5/CNKEI6il16Ydg1o+ygZb3kbkmwIoEtp5XL8qq/iI+tBBbW7FtI0GrczwFSdSmGpHdCibti9/8+vfpD6p2epkcRiQRGT78QsvvcT+5j8/Y4sWLtBHT4PddusrbNeqlbZ/7z4pCWYdixfYsiXt1iyF4bZX3mqrLrjQ9rs1uVnDL7M05NJsrRpCueFlN2r+xnLbrve0p3/Qrpk20+Yu6dBgTa3OKRF9aEsa3qjRnuQj/ZJHSFKZNlhl4qtuRHNij/pbWKUI7YIbKBpDWtmiRMXFI5QSwrRZPptkwQ14wJDPgJSEYfXHPsGWulWeu06IHU+TxQHGgl748HFCCSTzSbD+9PQclaLBYfWysyhO7SVgp4W7U+ZIR4EFb6EIyagknAmOlUQJR1RKesKcINLvKato5ETC/FAycgUjhyHMwxr50fkiqFAIEJKY9OnwEX5YH9jwC4GNUoCQRuAzQRTlYNOmTa48ANfe3m5XXXWVz5ugPHjIpyzWjzB7o0RQL0IaCwU+8yAYeuGLlq9/hD318VWLj2UBoYtFAiWGIRjSucAVE//gAWG+ap955hmnHSHPVzBnYFxwwQXeNpQelAi+ihFqUS/1UHfwCcHPkA9f1Ag9aPzGN77hisCNN97oCg0wHR0dbpkADgUNoU87fvazn7kFBSWDdqOQwWOGV6iHtuNC6GK9gE8ME3z72992JQy6idNWf9G8hB5TtZW2cxGGz9QbOAuwU9YLBYO2R1vgCwoX1qJw0UYsHTyT8Bclj+cgHG0OHMCDm4s0Llz4EQau6k43DsQ9G9tJR+poaxAv6g/Tp6aSBeHPASIFJSOVj+zwKR/hcpyl9KLqiHsZfgoX6eGTHOHAKflVcoggovhOp/ukcKkVKpyEJkMjCRIBighl3gOPMRdDFG7hEIjvDqq0Ee1oxUFh9Q2aP6E1sVhGeO4btPrkgksulSBM7830aVNtjiwUyGMmRLY0StvQibJsi75QyshcrUYZ1KElg1qpgoGhd3DA+qTQt2kZ67K2SbZo2Qpt241SVGdHpXAMiEcj6oPdkiENgmEIhH2NltSqCp/3IMrV74meevXhWsXCcFByQMjBZxf0ca9059Re2khZLhqeNstSWMqFl+FHcM4z4cSXecVR+k9CV8Cm5JSr9omObk0qbWvTxybl2KzLHbQBhS/cjoMf7kfQIIqKdKdOtPmN8XICw5F2HHdaKBrQH51puU9e3rESzuMh6G666SafTxErKRDsdNgIRSwdX/rSl1z5YG7BRRdd5KtVyKc8ghCFAh9Bj9BGYJBP/MILL7RrrrnGFixY4MKQOPMWGDagPuYiIFBRCsCDgoNywRAOOAJvmMajjbQNh7BBYQIeH8GL0MZRnjgX5RD81IPiRDl8rDQIehwwfBmjKPFFfeedd1pHR4dbJCiLBYRhEnDAR2iiDf/xH//h8zawetx4441OB3WDj4swFy73KQsO2oiywnAUihJWn49//ONuKQInihF4cPk9hF8oigzTnC4ubwdh2oMS8eMf/9gVTBQ17gdKBc8BQ3g8d1iiuFfwIn+G4Sf3Eh98gR8/0k4X3lTpfKE5wDvHcxHPRoq/0LU8H3x87Ost1sWAB+IrfXREKiZ6T9Prnp7zUSFFDjt/1umrvkETIDnHhNWibOjVIFlYw3bfqmBQ71Sf0HIsfO2gFBH6fUwfEv4Dg/p4FI4m7e6VLA/qxynPBw04mzTIIXi2RceKMqw8jZuIUNLFR33BMzmTdwsBWy/rSS8TMWRNqdNZInWyZPihdigAmrnK/AxOjWXypi/S1de/H6le9IfR7sQTgNI7zD1D6LtiASrliCwfrWKiJvk+D8WtJFKc/P1PCg1zV6IfSCW9cqoqc+KoaByQ3DjcecAmMrGf2yHcpf1MVFTYVLH/KpPhGfChVogGhRiyAeRk3SmlaMC46GAJx0Xjgql5WqVGB1zgoYNGCDN/4TOf+YxbI7AavPe97/WOHwHI1yQdP+mYrJmsiPIRZm7ymfSJIEZwYvlAKFCG8mHVYK4DDyeKBEIE6wfWBRQTcPLVj9LxiU98wpUT6sJqwBJccFIfYRQBBBDCGCHNsAzpzINACHV0dLgFgslM1M2QCpNI3/zmN7tCg3LEZE58hlRQULB4BE/w+Wp+7LHHXNl4+ctf7nnQSHsoS9tQwvgSR7nZIgsNygcTQ6EHwQmdtBdY8KF8YXVhGAB+AQ9dtBMasLYwfMCQDfM5wMlXPjzNhWvQyf2FHi7qONVd+bNHPNrCveX54H7Dj9e85jU+FwerDm2njfAOeMrBV9JC0SVMGhf5UdepzpMqfc+DAxIyqXuvVAZhzHWsS/2/fnk2XCwcC/MrTSkJJAQXYmrUkYK1wp/h0WSFUEr4k2AXTItON2tS31Yjoa7xA8Ej7KR8SLg36hQz5mmw3JOD2hBiDLnUqb8jHTi2HoebmlHh1gthkXVBYc1RYFfMOs1dQ8jzz6oYh9ZwBsIcPA3wUj4n0Q5qOAnZjGAGtgF6VJA5FsOa6DrYz2FvtdYtBUUkSUkRNpSigg+u1FC/SqU/3mElgEO0JjAVgC/6Q9lwaFlJhsUHolg8Es9SPuV93oRv9gV8ZQc+hm76e/tdzk2eOEmAydqjzxd/4KSqUZ3wQ6FrIYKBKtUV9CWCK1dyAqmnlKIRnXJO9/PtUMEReBDCfNHTkdPJY2lAwHV0dLgQxeSPFYKvyXvuucc++9nPeucO7PXXX+9LP7FuoKzwNco8AYQpwoEJpggGFAkmCxFGCFA38w1QSlA0sJygeDBc8Md//Meeh0LDfA3KIGSZY4Hiw1AI9FGWMIoAEzuZ10A9b3rTm5w+6md+wyc/+UlXThDsWCZoyx/+4R+6QvXlL3/Z28ikVKwI0EQ7EFzUixLwzne+0+eiMC+ENsMn5nYwTwBlAwXkr/7qr+xjH/uY3XLLLa7sfPjDH3ZaUIRQcGgHQvP73/++Kx6UufXWW33JMFYeeIJyhXClXla6/NEf/ZFPAIVv8ILhqXDcb3joL1URjnjAnKp+PHdBX/7s8qxx3/7iL/6idI+5F/AHP1y0P9K4ZyibAYfCgSuvK8qPlx75Vf905IBLnmMIT/faJY7eF//uLPxjQH9lCTmlepOzehFcOOhVOuQ6zZ5Y+kE41+p5H9THWb/mEzRM0n5CEuyDEui1EuwNeh/6eo9YvTayaqyd5EK9X1oG4lFy3oU7G375nwT1oPoQ3+9Cr42/Wxoi4ewQhkf4ah9WoSFd/i7KKoElg0khw/7OJTVJKaKa1qhfEp4BhlAoV6SztgQFZRiFRG3zZcaJIhfg3jjR5E1HcBfC232f+wDdCPlUD3VBBv5gnywlrjRh0UAxQDEhP11w2K02XkmFHylAwxomYRvznq5Ba21r8fqpLSlCqa+NmvFTOOFCmWHuL7DUe7LulFI0TrYRebno3HkJEWQf+chH/KufB+kP/uAP/AYRRvAyWZNJjAxD/P7v/75bPujI+XoGD0oF1ggEIatEsArQ4SM0KE/4z//8z0tfnkEHgv9973ufRxGuWDcQMigVWAcQ0tQBjcz9QJkBHgsC8ORB44c+9CEX3pShTtJQnvCBj+EbypEO7cy7YJIoX9A4eBDDLCGkaBuKBQoF8FhvqBNFAx846nj/+9/v9JKOIkR9WDEoSz5hcDOswUoZaKD8W97yFvu1X/s15xFwtCnqpk1YQ1A+oJsrF44Rxo97STsinfCp6oJefNqNC7pD2W1vb/e0SAeO5whHmHTi4CAM7+Keo3Tgoix+lPGM6s8Zx4G8a0fQVXIueCQQECgIvBfTQW9OZU5/0IXI9ndFpDJUQgGebFRohG/3kU77vx/dr5UgLfbSV95uA9o/olHCdljDGzu3bLbHZKW9+KprbIU+xuqa1BcxACJJyJwP8LHzpgtFDZ34+6H3akQaglQBX1nCMelK8DwsCigXg7KUMJACLRz1DiaEepqAqz5MWV2qf4j3WrQgqBmDGBS/GZZBYWHeBhtt+bCDcHrbgxmKu8P3K308gIcdQZMkp/ICDl5IUUKpok9li3NRmXB6+9J9ZmVLKB+pgqgwxTBn9Mqa0dVzxFon0g/rg1h42dUUBQvnJRQEo1qin4Q7ZVIvf0oTP07WnbKKBp1oXCfauOicgY8wgowOmjgPHQIPvBEnnzACMxd6lIkVKFgZCCO0cSEIAhf4woELhyIS9RAHP8pC7sADDHkI7ygb+MDBhbk9F0bARV7UgQ8M6QimoDXSqTfwBg3wg7pj9UyeH3XwkBOmrdBBmXDURR71cYVDOGIRgR7ggQkX9VFXpOOX1w18XlfABp5T0Y82RNvCD1rL80mv1K5oN3nwkGeRC77GcxA4q/6Zy4EQA+7TxXg/M/r+0XI3nxeCBzmQLBsvHk/Sl6/oGO0SjyXGMxFaWAFG3wHa6c+7Psie1rJSNtdadv4FNld7XrQ1aeMqbcT10EP3a/nqN23WzBl2zoql6pdarE9CFGtCoyZJtOkDRgtBXEj3akXEoLbs7NJHF0rM5Ina5ViVMITSoDGOIxoqHtBEUCwm9dpHQ3tOa+dPCVW9d90q0693T1qE2F5vA7IIoEqwWqRPH349OmiNU1nrmqTAyGrQpx1IUVZkCJGvIRUawzCOAlg4cIhrIdc9S213oe7pipPkYeULn8ZthGvAekTjhAn6APV+FMVHgFg/ZAlhKCesI2BPbizja6SIHNFChC5tx45VnKcHXg0zidTnowiXP1eoeqIIJaOgF3w10J+1gbSTcaesonEyjaFMeefOQ4OQ5AFGGOYdO7Ck07GHDw5g6NTxUQDYX4L5FeGAz5WXKAN8jguc1BFXxIEnrdxFGngI44fLhU+klftRPnzK57gCH/kBgx8w4AuYHDcw8CMc7QhXjofyQWsl3OV1BWzUG/gC/3jpkX8q++VtgdZIC95E+6MdeXsDNsrlcdKA5V5EmUgrhyO96k43DkT/EH2A3lOaoHfRPf9VCgPw5Pg7yde0Z7yoP06h6AhSoiUQlfLITH1IwADtf66ESLi3tVrrtEm2Ze0GmzN7hkwedZrMeNB2791jzdqhk/kTCF024Nq9Z5dWjvRZi45rXTR3jl216hLbppVce/Zq3yLt8tktq/SQrK9zNSH/phtfKiJGbMPmHbZuwwadjdKrcs02X8POC9rbfdjkyafX2kZtZT4gQd/Y2ORyo22SzkNZvsTWb9hkm7Xq8MBhnRmiezFvzmwNAy+yzj0HbMvWHdYjAd48WRO6p2ujL1mC06ZctCy1MHFFseK9dWVDUb3J4g1/uNRvD0p5OdLbrQ9gToHhXUeDUjbKQHGjGcBhjkUSFcoEATDgUpgNznq1rJWLIXkmu8L7UUWQylPNKBxpEqgjcBzg48n7RZ+rUekBbaegi070RDrPgAk/b055hx55wNJZ5/lRHp8vcIZX4osdekjP4UOBIC3y8QOGcHmc+qOeoCV80nNhTnrgIK+8XMTDz/EQDvoiPfxod14uDwccdecub1cOT7g8npfL80gPPITzvPHCwJ0uLm/DeDRXgjleGsptnk8YHpanjVdfNf305IALH97B4jVkD4PU8fONrYh/5RYCJD6NX5SmJgJL3YWeT4j2VH4Ux8O6AM0+28D7RiZQKpsmkKVnup55XfMW2E6tUOs/fJ4dGtAEfR2ExiZdI/NkMdCHz9HuPrv3gQdtemuzTiatt4P7uuwxzaNbsrDd1q5fZ9/41rdlrZ1v07XDZ5e+6r/xtbu1j0a7TZk62R54WLtC9/RJ8NbYVikN3/n+PXbn795pTdr58/PaWwgLNhbbvfv221PrN9lN112jj84G++537nbaG+sbZNXotdWPPmK33fRyO3DosP3g/91lcy9YZXOXLbcWlXcdUPgZmqFdyRFSy/12MWSCgiG5oQvLR3qX4dOI5lUMSEHodxnknJSiQb4P08g0AQexnOizV9Aq42EpJEVlDOXgmOTPsP20qdpoEUinJz5QeH4E51YUEaX8cOAjhvWD+SGE/aI89BMJ+BQhoaI75RWNoDo60/Aj/fn6ITTTDRu1OOSCPHAGbAwRRDyUgEq0RFrgC1yRHvET8fMy4CNO3VhoTtQFzcAHjqAtxz8evrx8wET7I34ieAK26p8cB6o8Pjm+nTal4pNRnXd06IgJ78tpBJKGC1ckelKhZLD8kK/i9G6SUyrpRX5VP0mVKGrnsxlBWnw+55MWY7UFyoavqECYSYPSSlV3ddp/e8bsmbZv2x7bs+tZHSymE7L377FzFi02bRiu5aSyVGsOxkXLl9lw71HNZei2fVrZtm3HTh2Atk/z7fpt9oxp9vIbrrclHR22f89eGzzabU+tfcJXIC7tWGy7pLgcOtBpu1Xm4fsesLe9/S32hHYQna4Jk7e/4hZtQT7N1m95RhNAddqrjpn/0YMP2+YtW0XDQpstRahLisjOnbvsZz/5ubY7X2It2ujr+ltuskZtYa71d9atoZV+3QaMTfSjtJXJqUpWm1mmi3rAkIUcMPLSMEaaN3L0CGe2MGewUX0+VncpWCCDZ/K8LPgVZ44KrPNshWo1HASsfq3zkI64OLDXzl15oQOMaGKtW1okT/yecH/0HLk6hLbnlMgTHrBCF7mlZHK4tRTzWoE9vjttFI3jN+PEc+MrOoRtHo/OPPwca6SF4I1ywBAmnS9OlIDAHWUCTwjo8vTIz/3ASRrlor48nbznwhX5+BGONkQcPOO5gMlpj7TwxytbTa9yoMqBE+dAEjR076lP97gXJ4WrgnMBwZetRAFKBxLrRXMuqlQ7Qqmg1+WTflyRSu1I7eI3gSJwJXZlAUB0pq9lxNuUGdNtgRSGZ7dusS4pExM0hDBDE+3Xbd+l9pqUhEP25Or/s4VzZ1hrS7PNnT3dDspyMaAD0+DHxLaJ1qj5DXU646RRZSe0tmmeR6/vBPrAIz+2KRMn2VQNiczXZP1WnQLbP9Bv23c+o7l0rdYsJYKrTfPqWidP1Tbgmi+hpf6t2jl0cpsO0JzQKgVA1u7zV8oK0qbdQrXsddI0a27V8lHBsAkYW4+zrbjUgyQf1CasEeyR4X/erxf3S+k1rIjhT/xgN9BODRXNmDlNdgl9YEq2MLcj7Rqa+FZwMJVhUmjJUY/wAj/SIDyH7NDBAzbDj45A8VMdYT5i+bBcUnAIqBz3Km5PBCPdoZ//T6rl+Zc77UtwM0NohxANBYE4F4KUi3Ti+MQpF0sOYUSUD2WAtBDClIk4+ZHuiRV+ymkIOiL9ucpXQOn0Bf05rRGuVCbSgOGiXq7gAT7p+FVX5UCVAy8EB3iXyt+nECDhl9cjeN5ByQdWEQzpc/nFu1AS1Cd4v8AKiXT59ud8jcsKkfLxaSfiFsFLiK/91Jf6hER9wddr7sScebNs2zNb/Mj3Fu36OYWdhFWyRluYb9q8QWeQaK+ihfNtxbkrtMvnHA1ndOu4jmLpqnCwh2efNtnqHtBET9HVLz5t1VyKJ59aY3PnL7Qly7WhoXDWaCikTzDNmlexXvXtlWA+LMVir3Yk3rRxk/bOqLVpGrZpamjSRD7abSkAAEAASURBVNTZWq7fbnPnzNc8DgY9Gn0IBuVKLdNfaleN84I20VeSzj2k3dF3Ck73jtuH4McqxYoQJpNyANrOnTts4fxF3u+iODlW0U+fO6R62ePDrRxM3QCtHPVQBYoJ8ENastt1tEfDJ/2aXKthJ8E4jcLHPfD+3Z8Znh1wKo26igsYvxQXVqo4KXfWWTRyLuWCM9JDkIcgzZWHgCEv4EiLcOALuPJ4nh7h8fzASX6Op7zu8crn6ZQPfOGfKB7geRjhA2VwUTb8vK5quMqBKgd+iRwIieJVIKQQDIgOhABCJr2jv0QKjoPaRViiw6GivyDCRwpSUsJWX8zel0BuQTOKhiSaWzTU27hVoF9f+I2aWDmig9MmyFI8dco0GQtataeGVvQp3iyLQqcmTD6p4Y2d2rOIZbE1dY22W/MqurWkc7imQYqGDiUTT1gzMqzhmCFWkWh/juH6Fntig0521dDJXm1A2KAVLus0AXT2bFk3tPX4Iz97VPibbK+sJl3dXXTCtlx7Mq3bvtM2yKLy7P7DslroVO4jPTZv0RSfHMoJsGm5aboNPkzibaKdpBX3ivtFc3X55Ev4Qb762eRk2ZESsXvXTt9/CHa4YuYFJO4pTwnhTke/e2nH58qO8KEo1Kmt/Rx5r51S2ZK9ybdfVx0oQOByHChHhfNAyo8kbDLcOwcqiozmeU4eHTd81ikaicE8N+kLgXgI0fwLvXweRMDDScpg0YgJopEXuHNuRx7wYQVhzke+iiOHjzDlgMcFjsh7Pj40xZBOOZ7yeCW87OGR03oiZSrhqaZVOVDlwC/CgUIYVUKhd9z7HgRVsQFUJbBfflpBR+paR6tzAZbEmUj1D2MEoS/NlD8gmlkaigLCXIRGDUUsu/gKG2jVDsU6MG3FlddZi/Z/mDVbq01adAbJyottxtRJNnvWNDuvq8d6tX/IQW0fPnnmfLti2nyra51ss6SUTJ473xr1FS8xqw2+JtlKnYEyRUv0p2qlyNUvu0l7JB3R8Ea9zdFx8re8ZprVyGIyic0SV67SvIbD1quVKmygMV1pjTrVdd7SZbZSQy/btz9rh3p6tTNpk81ZNtemLFhsPQcO2jLTkImUGRlGrE+WgD41lbNRBrEKqOFubVCa80Dp0f4URxGLD0IpRup3t8pi85Lrb/D+v7R6RcD8uXoADpQA1DOFEfsMs8TeGuyxypDJ8FC/TZ7S4rylTtQ5V3Ao4s6JKcKBq8hxHQPkoQQVYM/TO2sVjVAu4FcoCBxAxnbl5HE2SSxxRbgGDMoIG1exLTkbb8XeG+RzUTbHGfDgZrtthD57TIAfhSPgvZB+QpCDK05wZcfPXNgH7HP54GBTLTbIok728SCNOqKe4+GAdg78Yv01q2+iDDi4cIHveHiqeYlP8JP7z70sv+9VHlU58FwcQKSMleF5DEGgi20cHYr3k/z0no6G8zLKdpfDRpnngqNgJVhwJXwx+VM20aIW6FPf4xCkpS98Blh0mIGEn5bRoxRo/kO7dnFmaeaAtgxfeO4qbSler0276qxHX+krzr/QtMhEcyQa7Korr/cv9nrBTtGSWDbr4tgwlrqOsKOmynCse1NbgyZDrsI4YDUqd7k2ShzUnIxG7XXRqImTWBC6JZC7+npsQHW0L13qsLv27bODEvpTNDekV4M2y84/z6ZryKVXK0IQ8k2ytgxKOZogpaN9+mzrF529es+xovCZqEEcVzZYgeLDJ/JdSaC9ulJfSpgBIfWropUhDGTM/n0HJCekAJGuP+er8w/eFXyU4lBSGpyxzPNw+5DAdWr0/nSe1mQdEhdnm2AdYfIo9wK0dOUJv9CSQF44+nrN/wAndZ6sO+sUjejg6fQjzM0mzPkc7JKJUL3xxhtdIADHhYUDQYuVAQWALctvuukm30o78sARApgbQjlORt20aZO04O1+bgiKDAoGW2+zJTo7ZIbLBTnhr3zlK47vd3/3d11AgZ/0vI6oJ/Kok3zguHhgOWmVnUnZBhxaEXbABN0BT3q4gGMLdI4tz5WiqKO8PGXBFfwKXGebH/zM2819YEt6ngeUTJbP8ZxhFeM+nYg7UbgTwVWFOfU44KKDPl6PQ/pcgUa9T+r4XRDo3UqO5yVdCDtM6PpsVRrj8oIJOARGqUgRII+iufOsIj0vC0xRzMG9nBIiLQRSjrPIS8LUqRNNFFSGvHQqq9JdQGrLbtHdp/K9gkAYM6+hQYIbgVurIY4B5TVIiRiW5YEhFeZYtGolBvkc196k4QqEvUCUV2vN7NKpfrJXuKiLCSDq8rSZZ0rzflFmhmEpF7XabEvZqluFlV+vo+NJWL15m7Xt1nCKCvZoCKZeVpRFS1dIEcFCoU0fWydas860ZD5D36DoV/leWT58wy/B9AknQzVu2RC+AQlqTlZBoarVapM6XbWywjCPAv1C80jVMu6f7rpoZsXMPq2wqddqk6lT2IVZA0C0RcAcKIdDSXHRr+TUfZBPOj45wqWMHRp+GdDw0ixNlG2sp450cWfop9LNBD5zCVWRoDzFAY17GpDUm+pONEV6Jf+sUzSCCQhmBCKOMI6vd04WRfhzE1AqWH/MNuQIBS7KYJ3gmHeUBSwabOqFj9BA+Iag4aHmIDEUGL5iOReEw8e+853v+DkmnIGClQEzGY4wwh4YtqzmJFUsEmzpDU7qgQbqYItxYKGH8igC7OLJmmnSoQdYHHTRRnAg8MAPXuCphzzitBOfeOwCmn99k0e91AEMx8KDG+UJOriCfnYmhd4TdcGz3C8vCz/JD5cL3jw9wuX50BwOGK5Ig/aAj/IBWw6TwwEb8fDztAjzHHEo3te//nU/k4Zt4jlvhu3tuQ/cU3iJowx14uPAG7g9ofpzRnMgum1XL1yY00/R4SOgFUTYSDAiLMhxJYRfPcNp6AQMAnShVLwvpbDyiucK0ZEcMJGelyW3yPNghMfDWZQtytSyPwOrIfhYVxq0u7CSz1AAJA3JZ5LmoMtFWqRdj/WrzzrrVv/bpPcAS0dqqcqr3T0oVnI1ktBDQsrBa66Y6JjXfm3sheKFONURhercBaP66qTFuFCEh148tcF5J3hqHtYEywbN+7j1la/Qhl3PWLf6tRktbbZg/jwN50yyHm0KpmNOvHWc3ooSxJFnnCLbqz6Xpaz9DAMpj4mvg8LLsI16VC/TLxgUinrB1AlGg9o+WXVYfML+gS0Cuo/0dEkObbGVF8yX3GBDrkSfI4Gn+g8LA21K/UTRrrR5hxQSpcsy88z2Hb7t+kyt4KnjeNmRXr/9rtTCRHdCAq/8GUsppV+SlZfsM/RLnkCl/rwxFKMIN6ZUZGwgpZ91ikZ03uFHh05HTpgOnwuBuUWni957770uQBHcbNXNMAZwCKb777/fd1tDQeDwMo5BjwPCwA/O9evXuyA+55xz/KA0BPdll11mn//8513A8IXLseHAc8Isp5w+9NBDfg4Jig5xrCcoAQhujlSnHk5l3a0Z0dCJooGwJ/3ZZ591RYLhDg6Lg96gBQWJI+CpE3woJxyi1t7e7qfHcqw9X93QuGzZMre40FYcygmWGU6UZdgIZQxhiVVm7dq1rqRBAzQzVEP9HDyHsnOiQjLoxOeKewOvwR0uv0/gBhYeAIcjP4chjXx4FS7uM3A46CYfXOFyBY18rsiP5wUlgXq5KJ/XAW6eGxzp8JZ7i4UJ3nNIHuftxEF6WJx4lsAJfi7K5e2K+oPGqn8GcoBHUP1zEgZFR56kjDd2VEjQiQOcrhoJMD2gKqiLpPApFeHwIw0/h418/DwvDxdZx+BUmcgCKcqEixklco5qWlEpoco7h3AfZq8H9aVpjMGHOpBbQ0oYkdI9rGEg9BQtGknbiqttQ9pSfHhIlg3eD15dla1hXwjFXQK79UPzPJQ+LNhaJC6cRNGQhEZRQWzWiAZWeCghXUod4iwTEdA2cYpdtGq6WyAGFO/rH7Kj6j+0YtWVFoZ5GBrhYDUtcJFyIHyqBkXFl66CV1etWzK04kXbluv4VPVJyYqhzcpVVlYNKQKsyKlRO+u4dxrGEcXaGr1H+32staslJ2BVYbtQvvBKbUnqiFoDD2mbfuEwjrkvNcJTo1Nd2XZ8967dsqBOtpmzZvrwE9YNHHfKORM3yFM9I0LJVzuZfIrmUlIqvGSqbyzw+LGzTtGg88bRYUc42EMc4YCPUPnc5z7nwx0oBghZlAaUDY6IRzlA+CIosG4gwBmeeMMb3uDlAzeCmJNfETAcuY4A5pA1DiJDCHOMOlYP6uO0U4QRQyZ87SJgsB5waizxH/3oR36CKge83XXXXa4IgYvD3v77v//bFY0rr7zSlROE/+bNm/3oeJQaDkVDaH3zm990KwbltkiRQphiyied+ojjo+DQ1n/+5382lCSUDxQeaIFOBPcnP/lJPxmWur71rW/5+SoITawe//mf/+mKCKfnItRPxIUQhXdc0EE9zG3ZuHFjSdDDNxQ75p0gsOERShLWGnBEm7AYoRCRDo3wn3zuMdYYDr8DhjqwZnGFMoGC0N7e7vnQjnKGEgcu6KJNbOnLfYE3+zVzHcUPWsmnHhRD7j80oihBZxx2R52f1WnBXDw31MUhd8Bzci/tgwfUgw8+aAvF6ET4WYU5szmQd/Uu6PgidcGa5/yKeeAKiurHXOEekpJvcrQJBKvebeJs0KWllxNGtOxysNcOdR/1Z71VwybNKtKglRKNek9rFWcohUmiSN0aDY24osLHoJQKvRq+usLnH1Blg2BRJnhndOGzMoMLB7xi7sfkTE/XzyAajeCGaqQKaEUJSkOsHMFCATxWCj+ATWGGf1iTm4ZoZKkQDO8pZ6mgHQGPtaZNS3Hr+rusd7BLNMn6K8VoSO0Z0rCLrw6RJQYVg9GvIb3jnQcO+8Zgb/vNtxa3U/QKb1IwqAOKqT/5I1KioIH6UFSw5zRoEsuTG9ZpLuuITZsy2SZqgu0wCo8qqaU/hk6KqwmUGs+Rw5wOVBoPjwf4HOlnnaIR/PAHUE8dAoDOG+GEIOaiQ+er/b777jOOUGcYgCGV7373u7ZB++Nz7glpnKDKyasIH4Tu97//fXvta1/rggdhQx0cEw8M8zpQVhCYmM8Zo3/HO97h5FA3sDjqRpAiYEhvb2/3U1RRDFB0/u3f/s1xgB+lgiPZEeZYK6D9Xe96lwu8r371q04z7eMLOdrIi4AZn/quv/76kgUGGIQpbcOagRDm6xohCd4nn3zS4yhStBElC+UkFACsJ5xEy/AQyhJWDdrb0dHhbfHGVfiBHi5c8CB4Rxp51LVV5wswdINjWAcFAh/6ENrcH9qFIw0cKCLgJIySwBWCGj6DIxwKwubNmx0WeJQEFAkUEXDAX+rAEkQ+DtpQrHAoEDwzoaxQD/WjROCgnXZEGzxRP9xjFD7KoSxxrg73Mxx1xQVs1B35Vf9M5gDvBf1CfhXt9Xcmdf18abLTJM8jezG8mA6yEtWF+JIiMaz3B7HmX/7yWWqpfTNtwvBR2/3EGqvtPWBDjRqulpDsldAcklTqRqlQuTr5dRL+0i90abKoLqwT9VIm/Ph38pXnHNIPgxBeDjhPl08uAHLkkVFEPQ1KYRsCmiWhOKwqzMHw9ggYJYDVIyg7CF3fs8QFMIJY80UUxpCBOuV7W+ie0N6U3m912ll0aO9Gm7R8pk2snSl8bFEmWqUIqIN1paamtsn20E+pr1syt0N9zzRZSZgBAk8FJwUo8ZeBJSlaSkeFG2E8R0xIVho9ByrAwWwPyuI+fdpsW7R4iU3Q6h36PCX7GS5svY6mAj5QEydY7sRqr9uPqKcuLyAoIaI+52d5oQrxs1bRgBd84TIPAoGDMsCNoCNHSCAQ8k49FBJgEUIIkRBaUQZBEF/v3AC+YBniQCAivDkzBWGIssKx9FhDwEcZ6uMmIsiCDmgkj/pwCHwUAuoLYUscR30M2wAfdJMGTuiCftqIcoNgQ3B/4xvfcOvKnXfe6coDwyIIU6wvCEUmoSK0oQ1BDG6UD1zQgFKEox3AUg/wWARQAEoPpkMd+wONQSc+jjJc8Jf2MfzDsfPBZ+Coi3zCWCdQuMiP+mgzMMShGQUIvlIGOPK5yMciwTAQ9wgX9QRvgSGPoQ3C1JnjIIylCuWMewQMDn4FDubCsEoJPlEe/pCGdYghJnBzcQ9RQoHBQS94uOAr8ao72zjAs5CeB1oez1fiAs8aioaefReMKZ7yXoxfvZPp8Zew03ucxkskrIp3m5CEeGNjn73h1its5Xkd0rbbJGjVd4pcn6eg9wlBplEV/5KPtqd3TzG9GwhAF41eWaqwxocWCJMjv3gPnQsepq/hIyHnpcCEg5SkZGAZgKNJGUEAM9yCQ5FIeImrDhViZQ2oPR1Yx+TgnuaQAqiT1aJmeIZ1LFQ/MUMnW4/0yBgiJQKLiMo0aLgDhFs3b7RnNmnY5KorNFyk/gqFRUfcOy99eEW4VR8nxmJRoV66BL//6ntQQGpqG2zj2k1acbJb/dY5mgiq5bma+DqiYRNfQstwjSbDMnREed+LQ7T7Xh2J9NKvsw2WCu4XcWedooFQwPGw0nEzXk4nzjABK0MQRggEOnwEPEKZr1aGSjCPI5QQFgyV8BXKvAjCvAQMMSAI0gvB0qcmY9UGwgeBcsMNN3h58AOHAAzBjQUAJQTLQSxrhVYUD9IwqaOgIMihFQHvL1wheGhLJQcttAl4LBAIM4ZaGP6h7Z/4xCfsVa96lf1QxzIzR4RhIoaCGDLhC5364ANDBAw/0FbagnUAQQmfCONCIEI39cKrE3HAxpW3ibLwCYWBK3fAhwMmlLFICz/ggs+Rjk8e9eFzr0IpyGGiLdRfKT/whOKSl83D8AYYaEVxeuc732mvfOUrPYyCAn5gAl+UhbagE1q5qq7KgeCAWzP40uZCELlFY/TdCLhfhc+Tidxn8ibWBp5bVsxIDVIcSwBOX/6aP4DhYOWqJXb+BedKgCNk6916QTmGLWoKywLwySESRx24ccxFcBjeDU8pfop81wZIIhPNwBWf9LEhCa/3SZYRZYoqt1q4BuNw5CVcPpdDwejPnBJg5Pz9LGpWqxVCtQiH0sIEUIZa+VActqYJmn8lC82A+tU6WTNch9EwC5uQdR3utl3aEOxo5wG74PxlWi3CIgG3kVDRaBtUt8/H8aXMUkR072k99Po5JjIJPfTAQ/rwmW3zFszSsMkEPRa0j/kgQum8Ej5/VhRHgfLCQXfm005YXMjNLOd5BU9MEjwvlKc2cHTU+Ax/IDT//u//3odF6Oj5ukQIk3fHHXfYBz/4Qf/CROBed911Lhx44BhH/9SnPuVDK3ztM77OkEI4HkCEB2kMqQD7mc98xpUUcL3nPe/xiZ3QgUBnqIOhGMbm+UKHFhQahiG+qNMEGTLBfP/+97/f6UHoQQf1gAMLR7QNYUY+wpc0hCw+NDOXAzxYZBB8b33rW12xQqH5u7/7O1dKwEVbGa6BD8AxBIBCcffdd7vCAs43vvGNrrigCAETghKf+vGDpuBLJR+YgAvBThtyRzpp4Qc8MJEWvCAeOEmjHD4uL+cJ+ol88nK4HA+weV6UJS0vRzzHF3DwCyXu3//9331ODPcYRQ1HPbjAldMYuFFWwYtfdWcpB1yKc/95ltPlckNhnh2M9fosLfJ+9TyCIgSeOxQfF4T6ylYSrx856ctcNCrS2MgEzGHNyVApzR+gBcxFmNCo95z5BKlE4acW85tqcGy03PFTp+/boWR/jzIo8sa69L4lWhnCUE2JeJWiD4C+hN9rFX0oKSNOk4AdNjXI33dXLoAf6xKlACcHxBBDXBpqYTiI4YhUqt7qa1vspz+5X5uE9diqS863llZNnpVSBP4RLBAq6zR6i6lbKa4oiGdSyhhCgS4myh7U/Lr1a9badTe8RJuaaRKorBnDsiKpRhVTX6j+hlUzfk+8ncJV9EEFqSXP99Dwtqf2ljKeZ0D3lepOLUfHS4fKVzrzHxDMmPIZiuCrmrkSDANgTufr/vm46NTptHGY95nEB24EM4IVHyFOGvtqIJgRvghn8mAZ1gdoZPgFoUo+ggOBGyzFpz7woIxQBrxMvgQW8zkwtA+FAssDeCgDHcDDA2DAQVlM9Cgw0EQbwEGdwBJHoIEnJi1CLzTiI/ixnFAWnEEHedDHHA3SiWO+hxbaTxjcKCPAgQ8aUIqoj3tDOeggHfqhhzD05YLz+dyrMwkW/sAX/BNVwGg/zxjK4Ze+9CX7vd/7Pb//KKDx/PDshZJX5fPp/MSkbliPhwSCOn4kiwQDR4wzaXBQ/QBfwZzl0dM7oHe40zZu2mjfvevTtnTRDLvxhstt5rTJKlLZsvmr4gzCtSRQavgaL5rCoIisFikB4S4B6Y3EoiA5p3by8Yzzk0gVL6IpsfgN3FgOCBdsSrmKjOYrSZFKOApUJa+Ep5SS8HhZfgQQeB3EFQCFMuRZsIQFBUaDHzpHRdZYWTNwiTvCpr6AcJ2GTPQJZV2aXvaJ//ikzZw9xW542dWaKzdTZVHSpJTwUGhZa/roSDX5ShApch6TBgJ9DMIM6SS3x//vSXv0J0/Yba+9zWbPmSy5obxCeQo6gadQKa5AhMkKh2IyqIm7azY8a1/8yg/sVa99q61Yfo5NmqhzX7SZCBd9fCP9kPYSSX2QYy9QJKxnnUUjFAy4EMIRUzYdOkzK8+nMEaQICNITE1M5hDQuvvjJi3zSI045YLjAQ3peB7DUgcDAIYSgCzi+esNFWdLJB1/uUArCIXi4cJSD1mgDVgqGO0LgBQzKBAoGDvqgA4dZH0d56uACBw7FBwf9uYs252lne5j7Fjw923lRbf8LyAHvxyVo+KCl39B7SjdfSWi8gLVWREW9+qBOQq8gwIcN3PyuPlT0uQhiuMLnSojesMAInjxXNhQANn3BU9WxraFcpIZP+QhTKnCVEgVAGnj1OiZaKFTAkh5lAk+RnYCyX5Qj8mSccFcRjjzaqXuCooBFhCmckcw8CeZF1NY12w++/zVrm9psHcsX27SZU6R8JMsl+4zUQZTai3UhtVC1iVhiUMEyYsZgBrVD2K5dnfbzn/3ULr38Sh1IN1O4NRlXsi2BFvxPsZQUYaGs1Ab2zdCt8GcrQE/GP+sUDQQmDmHIixlhhGbEQ5h7pn7yvIDHBx4FIcqRFgKdcDjw4ULQBAzlyvOAi/TAC0y5cgLcibhoJ37ednASj/rBRTvzeOCPcsTJDwUjpy9gq36VA1UO/DI5kPqSUg3qQ3zIwQU3k0Lp0/hWriQ2SqV+aQGt3BzjErUa9pOw1MwEt2Pwde1bYOsLPMQbecCwQsUlqARwpRbU8GXvpRLmFKbKFCfkcll+6ulJSRwZ/aXWxKfEqVGMkQqEKyRe1lGUfigbtPmQhXLyugKQCauNtLtW23oxsxWlSlUxfORhovU6LXbDZlv9xGq79rprrGPJQlkGhFVKCStrBjWvwqSQ0G7qTLIBRUx1ggaE7M8hFeaIzmFZ84SW8R86audfeK64q8mmbklxQIBPwqmGQmZWauOJIjzrFI0Q2NywCIcgjXi6menBDWEaDK0kiHN4cEQZ/MBJ+Ur15GXzOsrTAyf1V6Ihypb7lIuy0BI0ABe48HO4iEc9eRsoF7BRnrSqq3KgyoFflAMhCVLfUxFbSFFlIpNd5CFH/KtZ4/8VRV5FTL+URAT3qERLfSHCeNiHUZj0mZSLGs070HITxWlrEmGEPFeCmB0/yx35TNosoDy7BOUBSuMUUb8HfLmLtPDJrxSOtIzd5agUT/WQUaIjg9L0S22frpwh7e+jPTZqdA6KyJKDS1oRpxvY09Vt37rrK7ZkxTxbtmKBLNWyKoOWjcxc2RD3NHTmq2WkeOiTUzi0sk38GdZQFPefE2KOHu6xLRu32FOrH7Nrr7/GWlu0FF5LY0eXO0eLMgJPIEgpninqTKrO2EI8gyEnxuaMjZ11ikY0P4QvTApBGmnARDiEcyWYYHDkRTnKkkY+4XI4hH3kl9NDnLyoP/IDF/E8L3AHXO4DxwW+UDACN+lRNvCRFy7SAob0SmkBX/WrHKhy4GQ5UElMleFSXxLLLEs5LowRNVgydPkn7gngKiF4oQMM2+TfvUkMQpGok6Cif2HoIKX4V73SEFbsopmUDiwfymfktoKyAcVehysoxDLHEIIcwhEUyPiTdY6+xN9yLNSQIyfstZYBct4JszSkGIgYmoTlgUEf2tDXw6rH1RpGqrOLLlhpU6Zq8n49nEKwq9/GqiOWjRTWjDT5kzk48BheposFhzt3PKt9i7bYBO1quvLClZqn1yX2JbqSl9Oroifo4mA8mlsYNlJLuWmVmjwO3rNO0ciFZQhR0iIMnwgjmPO04F+kUSbHFXGENTB5XpQlLS8fdUV++AEXOCIdP+gKPHleeRiY8eDK64h44KBceVrkBV3j4Q64ql/lQJUDvxgHkqxTj17IibF9ewiPpGy4AGZnqQD+xao+udJOIHRBswSmhGiyTkAdZ5niRCN9ocfqfNIj3zisVGX/Ki+tsA8xOHz6idYmHOk3yy4FhdqRwJWTdgWOguDnRIPqULm2Bt9CvV4basEHdEFOZ+080m0PPvSwbd243m6+6RZb2r5Ix85LIRnuE2uSAlGrZb812kMDi1DSq2CKtAoeClk34PHwSKNt27LbnnzsaS0o2Gs3v/JVNqGVVSba8hx9RKCUdV6Pz7Jx2+f1MuzjlqQCDDwuW5KsG7dwlnHWKRq5cMwFZi5UK6WXp8HDEMYZP8cI58iPOiMeZfNyeRp15fTkcOOl5zB5OOCDhsgLWsrTgc9dlA+fvAgHbDmOvPwLHYa6535fcqjR9oymPjcGpzuKVgIvkI3i9Hfai1UCf6H5UMV3BnOg9AAV4ou4rlFRFg9m4gGvLMP/TCz0/RVy1pRw5YnHCccDHVVQPg8fp2jKSlR6tXyJM3fEiZMQFQDpiaQ0BOL2DTXAJz+6VqV8pJuupIiUVVjARCpf/+nLPlLATw0ZHaNZx4QSLccklxKgOTWfesCdBDx3JrlUV6K3SHIvYfbNxeGDPlxpVq9OZu08rAMWn15nz2hvpvYlS7Vycq41sdQXLhRw1ON1qVqft6JcIFzJQPEgpiWrfTrJbc2T6+zokT5buKjd5s2fISVDe3SIPKxczkVIdb6JAA8rHj60EsYVTXE/pegX5Uj16R6lFnnSaBmHCwSlQscEzjpFI+dALiDzMDDEYW4I1bxcHo5y+FEmyudweTiGL6Js5IXgjnj4QUPuRx5+Xm95OvHAWw5XXn+UBb58GCUvm5fLw1H+ZP2cznIc8Sjjc7lSX3ryizZGnJciXixBR5kSTiWQJqCURHuLcNDAW5VyeQ6AjbjCXphnI6WnLghU0cVlsEqlW/AiBQRdFY7y1BF5KZQqogR56SWnhgJqFFhpVXdmcEB3unRfCcS9Ts+Cx4tk/8LMGu3PK0MGPucBUVVClKD8IY0CPEc8VQFDGEc8PZX+1MWD7VkJ1iGjGOnjOKeP8imgBxjhmJ5fXjHohUomfmprLg0NpDxf3kox/blwhJ4x9aV3KL2foxml+rxdiaj05gieJgl9tHKUZFJGcYymV4AVmHPN20CxVC7VQcmEK9URbzbp3AkNWetiO3AmdR46tE8bHq7RlgF7bf/hvdq18wK7UnvrTGjGAqHNubiP6rfSnzCoHHttUCNc4/C1hBf8CsnasX7tBtu5bbst0EaMl1x6sSbqq17NzaBuFDxXVsR4vyVOuij1NoSfcPnvmPyUXhvjT64sQp6o88YKmDB0wKDcJYCUQjUKndWKRs6b5wrHHAcEawhd/BjKoHyeXglfCDH8uAIf8KQRLw97QvYTZQO+klKQgY8bjPL4uYt2RFp5fl4u6A3YF9IfU2/wpaggcWlsbbSi4J6YSUgprnAQSh2Y0y4oOoA0Qz8NB4/FlMWEYtSEm7CP1l28aA6u56J48fyekuZl3SPoHRZdEexmDyAc4YSF5yfFvTNRxEH48UB6ZthhEVxVdyZywG/02IYVN5tn0AWnngu+/0efJoSIBIqEVI2EEjtR+vNCuRI6Irk0cNGZAyicKioJaaWAgNrGuvJ4WS6HpXnJeK6F0YskqhNJvH84ZUCvXJDK0ALvEV/vpHlRByAUbwoJyfH+pLYBHVigQX+wYgySVCbBJVxRIuWUaku4PCoIxyF4xWmFt7AYugiMTjf3SP0O4FyoCCxP7Rvoty2b19jap9ZoXkavzh1ptksvvsSWLb/AWiZo3yUNc2g0RS7Vn/oRnRZNhdF/CY9bb4QYBQPF8MCBI9oB9Ee2eOEyHaGw3GZM1R5MfZ2pb4EW/5PiUdx6xx6dTMmn3tx5Y5WQaBlh+3O1yTcNc2Ur3V/UKNAClSCjHP6xrqpoHMsTT8mFLcKJDbPYWIulnew5gSOdDaxYtsqmJbEXRuTh53hQSsKaEZuQUY79K3K4PAwOXAhdNuOClth0i63F2e8DH9zsB4IPjnDl+CIesMAFfPihQAVs1B/xwE16lIm0k/HL8RCPOsEXFodo1TEdiDJ48HkFec15ydIboIz07y+/r0X3nf6KFwnwIk5KYpuXJkNXel0dXYFHiY6LPsDLFAmpTvghKkQMeVwgJQ/6XLnxnQFFq/B5YoISXPoKATZ4WhhQVZ/+hAz6oKrqzg4O8IikJ9CfpKLRESZXz4S/K+r62XXSpYryXdFO+f5cOiQPUIgHT/DnSuezp0gJhvJEgE+eRyM/ZXrs2B9/Ur2c75GRvSQEw6WgfrO0Ul6RzHMOte5IS82JlDH+2Czen0R6JfyBNUgrVSDgRE7RaGUkpUfvrxAm+ASTNsAKEmgz7zZxrBh8gErR0CzNziOHbMdO7dS5/nE7tO+wXXDhBdp0b44tXDDfT1i1IawPmVMkaHcFUrlgj/vqkzOlcQ7ozPo1T6213u4eW9yxUMfATxWD+hIR6liA9z5U1DgGr8SpHOU5DCWdCksuOE6G+ix5wygafidyuFKBEwpUFY0KbKKTDwsGQptdNjl8jZNKEeive93rSsoBR7ezsRbnobARVgj7QEs8HOEQ4JyTwpkinJVy8cUXe3oIVvwQNJQlHmU5DG316tW+mym4oIezUzhHBaWFE0jZOZKLOOX8gcsEN+XYzRMaoDk2/wraqDvqC1oiL2iJ9JzOaOfJ+OAJOgnH5S8CCP35l6KGMOZ59xdn1PcvCdL9XcheCF4UJXtXqgAdh2yS2vI3Q8FHFWhVLL2giqsCTonkDyVnzPcV9AkNqFAEUp2KU548lWbIw09RSNXJdDpkh6Wo7jvcZQ06SXFKm07G1b1pVqdQr47DnxK+SinHOQ984nA0ts/GZ0JYndLrNbGMjqPqqhwY5YA/D/pJT6uWjXqCniEe0DHOgUrPK1kJxJ/YUUieQ/+L/JQF1HO7VCd4MdsnYZnw5OVzykjP4272V+lk66DGBOFzNzxMWpQoBL/HI00lFGRUxt9GIoUj5EJTaaOpStN7W1JkFGCliNeBYuYahL7sayQu6TcKIZ7S1U/oHeZ1ZV+sYU3g7O7p04dgl+3b06nVIJtt8/pddt6qRXbDdTfatOlT9bGqd5kmSRHBSpWUmYJAPDHPlQMo1H/aKVUFEPha0jqsyZmb12+1Hz/wsN10y8s0bDLT6hp0mKUIaEDG6P6N6Gh674vc8gIaKgRHUY/73usoLRLJo7ccdc46JanJZXCjMCcSqioaZVwKYYegxSFgsSIgwDntlC3BOZSMLdBxjz76aOl8EgQ+8HECK4IeRQChSToXx4kT53wTyrJNN4oGjnLgpwxlgcfFRl/kf+9733OFh5NfyX/iiSfs85//vLW3t7vSwHkq4OOkWLZnh3aUCmCxuHCRtmnTJvvc5z5nr371q/24efLZTRTayOfCQQfbtEM3vAnrDX7wyAF/gZ/gOXXnOL39vGjCrazkSp1GJKRkbhevC0v8RrRJDXjcCiIwf6lhJfwkQlGAwa2wKwiKkgwNqS5iyuOl9xdfecVBT3QD3hG4JQQgB01lFYRu6vazDFQG2rq6+2zN9l32vcc3WMvseXZe+2yb1dpkc9q07b20Hs0FsybBNrAjqzdEvZbSmNRFh+knc0KYNybVV/09MznA7U9P34m1zx8XPTQ+mu8SIcq5ep0ijpCXRM8VBeRG6+DliBgClm9y4iktcpRwHBdQCXmKJfWcQpEbCCJekOLJpKU4NCiEZdCdckqApUCRl3CPphKiPfTflGNYKUClYhQV8waPIgVWb7SSPF8+uQxHoZQkIa22MMwjzcBRFO8iStHgoPbD6OeYjD7fLGvP3t06HfsZe2bjXp0FNdPe9Bu3yuIw1+p15ohpGMU4LK0wZ9bIMlHDB4W7uA9wHwrk1PfQbY14vyU4KRlsyPXg/ffakqXzrGPJfPXpECxrhsoMaX+O4UGt7sGq4ThS+9nw61gHn8MpHwaovjEOJYs0kj2vLH8M8PiRqqJRxpskaJJi4MJKUgLBEZYDFIR77rnHt+GePXu250UZhDEKCcKfMlg6Vq5cWTo+HOG+Zs0ax8WZIygAOAQ5B5aheKBMzJgxw5UFyjNUE9ujU4YDzDjyHEWD/Kuuuso6Ojr8TBKUFOqAVrYJJ5+hnaAHpQElCcHJcfDr16+3devWeXlOp+XsErYrR8ngpFjqxuKCBYUzT0gHN9YbLheoSNEXyMFHXAh3+M9jzXDDgLbXHXVjH3ZeqVoJ6HpdHFY0JC2e2duDUjgatEkOmsSwrBP9SkMJ8Xr8pQFj0fMIR43qa5CwT06vqegZ1KFP9Q31OsZZcOq0eO/APaDLnadHCbAJj9IaG9K+/1TDl0aXPnl2q5N45OiAPbVljdU88rRdOG+6veScDlsxdYJNa2qw+ZNabFZzg7WK7/UFHYPq3AYxiasTqJVCwrNQdWcgB0Yfw+fVOIRJ+sJGCPJM8nyAjHekeE9cky7eUz1HUVXKBoYy+mLXr4cF41BR3NPTT1puSRgsJUwpk3pi0mTUnXKO+U2o9bboXeEd4TXi3XJhp0mPwzXsIoq6IKErvF4TfklgpvaU5k8VpDg/VHet3hnnhLeF6gsAgoSLtlGxegevgxy2PhclDoMSAR9QNnwYyD8sRJvmoQxJI+kf0JlX2nDrYKeuA0dty9YndfrqXpuoTbfaOxbZrbI2TJs63fuDEawXA32u/lCPEIjlakOdlBmWrLpzBhTh5MEXp2FQsDrh9YiWxT72yGpZTHrt9lddq4mkcCiWDQtWK07ciCFewU/6UFpAnzr22YAfqb7EGdFDNP0QSM4JSPco5yF9HFkn6qqKxnE4xc1xoVTAcAx8R0eHH0yGsvH617/ev/CBQQgjvD/72c/6/AlOO33ooYdc0GNdQJng5E58jmr/8Y9/7EMeCGuUjK997WtuqeDgNiwNv/Vbv2U333yzKwvpptb4XAwUAYZrUCo4owVlgsPlGCr5+c9/rglCB/zQM5QYwj/5yU/8OHjovuuuu+xd73qXWzo49IwhIWC2b9/up7LecsstrkhQlmPjUSq4PvrRj7rlA0UKeIaQOH3WFYEyHh2HneNmRfsAgB/EwU24X29Lp+jcsmefXiftJaj3IV4R72T0ctSrM5kxZarNmqqTZtUZdB45ake6j+owqkGbJaVtog7+6ewfsmf27LUjfb0qz5/urXDXeV3cvyGb2NSs0w6nW2tzk9VKMegUj/Yc2G9zpwuHznihazvc1WP7hf+A8A8UdPJuKqjOiE15RqylodEWz5trE6T49PQP2K4DB21H34DtFQ19TcLTwIs7bI/vPmqPbnvQZjbW2by2CXb90gV21eJZtmzGFJs3cZJ3c3VSWFAwWCbYNyja1T7686o72zjATT/2xmM1cwUDJUPLHX0nSJ9zgXjK4MnnEC4eHldIyvmnfJzepSRrXOqktOyXlSLHPoBRD2Uql8tQjIUowH3uATn6x4aQ7DOFwkM73JJQDMU4qalOP+G0qJ53xJsnFQO0NAVVJTlF9JKmVhZlEb7qAzzGDyBeUkHiGirx5alAqODw4IjmREipONTpy0kPazfOfXu329YtG3TQXYNdeFG7vfTNL7GpGh5p0YRP+h+GMIbEb852YWMulBavCGuJ8EE/AzVegX6hIF0eKahRWl2TPkL7bfOGrfboz/7Pbr79ZpsyrVWHmWlJrOrhntJvYgXivvNBwociH2n0o9SJnuQIVWcxZiMfJinD/VTn2F/xVLxPymyyco/NP7FYVdE4Dp/8xikfH0WCYQ6EO5Mvv/CFL9iFF17oeSgkWCKYpLl//377+Mc/7grIAw884NYAFABuOoeP/eVf/qXPifiv//ovP4mWMlgWUDw4sh1LAcL9kUcecesDE0WJ4zjg7L3vfa8fKY8Sg+Anj/Q3v/nNDo9Sc8011xhKEfV1dHRYe3u7C27KoFRQxyWXXOK0ocxgQcHakbeXoRFo5qRWlBlwUA9ptBd+5JNfncBf8CcUu6CDtecDUgD2dHbZD9dssR498BMYFlE9QzpUYZieRDBNek8uW7LUpkgZGJLQ3tfdZVs1/6RH/hUammiRonFI8yN+tm2nbT94QO2stzqVq9WSs0aw6ctiQArIgunT7DLxu0H3GTPprs7D9uia9XbFBY02QXh4JfdIyVi7bbutkdLSqze3VkoFhxZp7riGOXxjYQ2JaN7M9FnWqI1zegf7bcOze2yHlIzdQw2ytqizUQfDy81Oj/X1E+2wFIj+zh4bfmqz9R49ZE2rzrGpkyaaBs8Epy8zfd2ZLu8E6S0oXnVnIQd073OHkCLJhQQPBUIBIcJzw/kYKCF5gYiSrytJ4gKA7axJDcFcVs6rTvYCr7OEmAxsB+EKwR1R/DGTTQsaypri9EQZtYePAOwJxee5QhKY3jboc1FaQAvG20u94oeaRb9ALFGSaPMwAhPihVvZ7oCCffhpyS34JKiVyzqPPllSOzuP6APrsObFdSm8344c2mvdR6T0az7GvAWT7bZbb9UwxlLJB+SELBcqNzTQBeak+FAltel+DKlfIV3fUSlflpG6MQfEqP7MJdokptVfrXt6oz25eo2de8FirVjRUEzdoEZi+uXLaqF2UZLj4OlHdfedF/CDBiaFDAgqViLPBiXUB8Ebh1PKqINBuuClw5JT+dnwMhAK/DiuqmhUYEwIvHIfUCwHDFfwxY9lYefOnX50N0KflSDc8JhTgfDm4gh4NEyOeI8v9fb2dmO4AoGNdQGrBsMYKAIIc+ZXoCiUhK5uJEoMwyd33HGHP0zUjULyxS9+0ev8nd/5HYcHJxYPrCcMeTBcA05wM5QT5nc0XS7aSRl8XMTJQ2FhqObee+91RQtlA2sN7XghXc7rCNeJ5hZdS+fPsnfoQp9OZ9L6K+IvFo82gx3NhS/PFmuCKxeOPFo1a2KrveaayxwH7x7pPPyUJ45PnIuW1dY12or2hbZUF3XCGvqo9vmztSnObLtaaZTDUTa4gR/0kN8qBeX6y1baNm03XLNDSs6GXVJM+oVfJ+Q21Nqq6ZPt3BnzbFZbs50zZ7qtWjRPFo6EE0yckWAjUKCjmOvVSkyuVFh1ZwkHEKrpLxpMDIdwqJGgcmGpd9Uf0vQKK4wgAW7sw4JYGdawAsOECZRfLgQk0Er3jCjnEYGkL2beAQCLVEVSDcTTe+tJZT9J2I9JzBGQQWMk4F33kUKgQVB/p1Sr3jMBq94kuDlATE5JPs2BAmo7ZKVTTlFQ9JooYYgXEUeDQKE6kjKh+Vvim897oL1uaUhDrv364KCf3bsfy3C3HT7SpSPc96gP368+ss1mTJtkK85ZZos0zDxTc/JaWnSoJstT9UHR148Fg3kpiQasIig9WCHpx1EymMwOD0WO4BTQf8FwKD3GAVerhu4RPTue3aWVj/12/kVXWsvEOvXv3VJSdD/5cBFSVruBv5Z7rzYPaT5IvSaQUwl4XAktei3inih1KskYV39IzRyEqiwN8YfC70SWLyyk04bncFBRdRU4EAKeLMIIXYQxF8tb/+RP/sQ+/OEP27e//W1rb28vCXCWraJYYGnAUoG/YsUKH6b4yle+4nlMusSCgbWAMBaDZcuW2U033WTLly+3H/zgBw5P2RDo1M+Kk4997GP2/ve/360XzMO44oorXIHAosKLjoJBGZQXFJe7777b7rzzTrdiEMcKAa5QhmgPYS6GUlCYeNFYEcOkUqwx0PTrv/7rOoJ4l6+++epXv+pzNxgCeqFc8Dv8wEungT1ngt4KXg4unD/bdEylSKEwFM99/uxThge9RYlefgySMpyBWz5g4HFwL5s6kKRISKFURp33egmQoPovvZuUUKeCENDLr7li1ibrybS+HpujMwgmzptmL1u5xM6f1mjt09psXmuLhlk0IVSlghr/ynAsmEL1faKvpxHNIWvQXzoJ0qnyEtWfM50DPIVyuuU8WsQ8xcMIaL469dGAfNG7nRzrJniKwglYMLxFPo9JG0RhIUAIyq4mWBXWHCJO4sBo5jUIL9iY2Mx7yaZTvHGsghA2h1GtHvLVYOSRgcXAnRDp39UAF0iKyAe996lSeEpgDurYHQdZvG1pEiS1iHYhH2bTKvnMycLiMIxVUsIUnCOaT0UbXTjqAwVtgx1HE83CBW9Emtet1P5eLT89fNT2aliWvnXz1k7Nuei3iVopOn3adA2XTrXJU6bZ4vY5NmemhmZnzVY/qbarz0RpGB45rD5TNRSCuE79LspPqifxmZNPh/WxgGLn8z+4TzRaCgHDtrghhm+ccaEZebL3L/pCtENHu+zhn9wn0mvs0mvPtQWLpkqpOQR31JejuGC9omLdcfncZX5R1fio5G75nfTqdL/l+/HvFBE9bIkuggoaFAQXTvTVykJSM6ReWHxWKUHhhE/lnNXwk6SiCMFKrqpoVOJKkYZARmgjwHE8oFykMdzwG7/xG64UYDlAgKOAtLe3uyLARNHdu3fbHXfc4VYBJmVi3fjQhz5k5DEPAlwMjTDh8vLLL7d/+Id/8LkAKCBve9vbXEkJRQOfIY9rr73W/vVf/9WHcMAHHoZfUCawgID7vvvu87kU8+fPdyXm05/+tE/ypB1MOMUqwbAPy1qZD/KBD3zA6cYyguUDBQdFBXzMCfnIRz7idaMU4aCXuSTwJ3jiGb+En6SLgzh9tegZT04vaurVirjSS68pD328LAr6O0A5XWJ5ckXcI0JFtND7i3zaltJRdnB0EHRaCZaXLpB5tjKpgFxe8oI3oqNeL+gkzbW4aM5Um3PT5Vav5a3zZMmYpLevUZVAN5gSZu+GPAZ+X+6qjojR3Xo6aapQbtWdvRzgCXNXehiUQh/lPT85QOj5k5eeFeJK9Z0lmVxMNsJHaSgn/vxrxZMkECiGfHgS4ZdEC/0GwgvB6H2h41VmkQ9uL6h3kj0XolaSmbzJ++MU+E8K82zzBpHkS84VcOFFPUqr1Q+bXYEt/QCgNoluvvCHWFmhLCwfLihB5P213hRloJj7fMsaqe9S4tk/h4+qwxr63L59nW3avM12bNsvmG5rbh2xqZOn2znnLrRJ6hMnT26zyRPbrK1VqwY1ORsFAvVgUMMh7F+BEGfY099/0YQQ9blTzMeQzZQ+kUPUWIqOUK/DYkJf6U2BG7QbJUFBj+lHfILf3MeUjIokN1yvOSD7bPszB6yjY4EtXDzX9bgaPjjU5iFNJOVTxHH6MyDFwi03KBukcvErHuB5vaqDG+0VUhvMo+p0rwpAT/Z2ObWFsiI48DmqhNzLPtdPVdEo4xAvUlz+wCiO4L399ttdO0ShQEskD6H/5S9/2YdTsEogpN/97ne7JQMYlrt2dHT4nA4mE77vfe/zPOZ4oKiAg3IMx7A3B8MUKA7sbYEVgXqBQaDjEO6//du/7fUyKZM5I+BFwcG6gFXiLW95i1skqAO8KCfslwEMSg0KD3WiQLzjHe9wWGi57bbbtLvc+f4yxpAPigh1/umf/qkPwUAPccqC+0V1vFSlp12UEMdFmvspqXiPisjxPHDEBVzR0RVF6Fr8hU2VlKoim846HBhSN6qAngO+HtqkpLVObbBFMr3Gi0pHkdPGXaYDowdJXTAJ6qA0hsv3qad7u1TQOwnlV90ZxIF4IPKH9zjNY7gBsYS2wNi8nhHG01NpniBCwIAXD3VBf3xBS3jyHPoXsPZm4PHtk2RulFDm2XU4FQOHW+mEpk7S3xUNh1YJZSCAeY6pxZ2eX3BSYyGOUrrSSnHPFOYaltNTSUEj5DIUoNJ0eeQ5JvpbpUGVO83balTZfikbdY3NWgFWtBDrIS8iSoZYUlfTZHs0J2vnjmc0TL3Ftm3frQnegzZ9Vq3NmbvELrv6cvWfLeoX1Y9qX5vWCY3WrPe0TvWOiJ+0qkbLRsNa4C0QjfDABTU0iSTeWZQYtIraWs3DcvqhV5YirRYRuwUEhymbeJNaojQPxB0DQrWkqCsvnZ299vj//f/tvVmwZsdV75lnHuvUPM8qlUqlyZZtuYWnazwEcG1zMRfCNPACNHQQ0cEjvBE8dL/h6AieiI6g4RIQ0d0B3AYCDB6u7bY8D7IkS6WSVKWqUs3zcE7VmU//fiu/dc6uT0clyReLqtKX5+xv5845186d658rV2YepN/dyqrAe8soUhZ1wroWhgFJrGJBmjFn3xd5MGiJyOTZpWIwm4HFiwG1QZtAmOFvYGlrRgbwsiyWXKN7LUTVi7E1RELhW39ahWy43MraARpt1JGxe2lSouFIXilA0xhGhrx///7F8LqpLOqUhkBD4JFpmYZ6F/opnUhJRfqbvmDARmw8TYbRXj/wEiBBANCUJhjOdMxTiYYAJ9M1TSUbWRbT0c9L4JF6I9oNm/Gad6Uffki6ZdmzPBnOMv5kTDZoP4T6GUQ+lCU/hqXnJadGyAgWqfjVCeuNy7/WNGG1k0q36AD9QAlHoPopaqufZ0T2sTq1kjGyHYkdcPQ7fN9+pK044eYzH7QB+PgzO5741FuZeTf/MLVjstubYUQ6x7W4pK8VonN7e1IgW1VMm9CgBBBh/MYFpvWBXxsbBneZeBfM0KXfAYaZdlCGAO+Okf+NOSQFAJho2sG0jagIHhkdjXBqZpY9Ya6XCcT519mVcpyVF5PsH+E0xCT6Ddcnr8cUiwd+uUmddxm/ACamFnpYKk5f2M+AbWio7qY8yH1kbLSsGFkRfdIQ+kp9KFZ2IyHo7p5F2ZGpTzi6Z310OacCExVQ9eExjV7EPHVAdkCf2F8mQR3HGVi98MJT5aUXTrPx5hQDoxH6wPXl8Z96vKxnBdnwcB99d3/pV1qBdMTvTspIvnnqH/2DdIo+AFpQD6elumIHsPrFdgO6BCCzQXP7iX50IjzTROkFd5KZJO9xFEnHb0yUq5e5IyWeZBWaq0Sm0Z+4wUq0ed5DTMOoVIJxk0Cntnqg0cBAP3Gmy9HDr6AXsrecfPlymbzyYhlkddzKsZVlDVKYLhXFewBczOEad453Wbp5h9GVUUbu8UNZfavRG5G+ktIcwNqHS4EmmFhcRoyftI2ODvq0Whj5EsduykK/AdMBGm1EkoF6JUOVeac+Q5O5JqNPMKBfvjjDJ1NOt/piEKM3wEfmZRG0t/tlXPPIvA3rs3lkfNM2bLoZJo3uftiG0eQ97flsWhk/0zUf43tvppFlybiR8E/6J1BBq1l7yxYfFeHxNVq8wbwcpYStFdCnVvcbnxGPYTK8XXV8ozg4otPYNWc2DRxQPRu/ARjymY9ak+lm9w9Rwy0+YT0x2iODeCaeUbHH+yBDFcvU9+iYtx8FfO3RPtqqntMNfL40FFiJ0g0fFhtobUa6xXdLQupTzMMoY2tp5/idfuC7mEXfwM2nHCFP3ZgGRFwr586fKRdYYXX21AWkn6zOgiGOsHfDKBLN0ZFVTDOshWFvKGPrRssAU619AIgeAIBLsl0N0QOw8EuyH81rHrAyMz1Zxq9fieUrhpueAABAAElEQVSi1y5Psv/EyXLtyiX01q4CYlhqvnKhrFnXH8Bg5doVZS2S1NWrxgAJrBMj3W77NPrAWeaBnA65eu1qOXT4hXLwwNH4Tu+9d1v56EffH/GM4742fZSpn/63H64X++kUpBV0AvlVe58DXIkdZNoBt+g36f1Y6QrhCCt5pwEHKmAKPm5MzTFNfbKcPnWuXDp/mesayqNskjgB3yC/VavZoXlsTUxTrxjbQZ2GcRdoodzdx87N7NEToIV3YlfhO1Ji4eqVGTYBmwKY7N17HXByo0zfGC9HXzxfxjmcbeLq5XLtalcZHp0rq9b2l7HVbPy3elVZs5EB68o1SNH76bMBddTVcng4WnR90U5q7xZLoelgqoSrNizbmSb7eIkRmwVS8fmQoFX/N/vbARptFJN5eiWDlfmmScaaYfJl+AHpJkNOk0za5wxvuGaYDGs6GcZ80+5dk2UxXIbNcKanWzPdtLe7G0eju8ZwumUdM+3Mt1nerKN+zfQzbCT4k/yxyJBD4C9VJM1iX4qfH5FBfAP6U0l/gpbW2k6jxfNbAQwUfUdNrz4u2lvZhatpVsrVPHS0I4o8Wu/IRM3X1lLnnC1Q7ayqBIIxQ4S1HI4fopTc64dsmhA2bvGzWADaIuHVxwoRNpXWq2PebhSwzdxsHFHHN2DjdIRKe1MXQPAR+zO0IizGi/aHFABGvwDzVLfBkfUkUogrl26UM6xqOHnkRDl34gq6CAyKmJbYuHFt2bhlb9n73p9m34b1SB5WsQmekgAuAIXAor93CDuAgvbb5dSL7Zi8ooU78vePxgtMjrJZVvetcaMqFStnWIU1i57bLCs3ZlFmn1FqcuViuXzpfDl77nw5c+R0eZoN7q4CfPqHS9m6bXPZtI2zQgA8zz7zzXLm9FWYak/Zs3dd+djHP8heOBvKYD/wAPWMPstFzpWZOuo3HwgG4bLvCspKN/56KL/zoLHDsIAMqSOCB1Z7zJSpifmQ4Jw9ebacO83KlNNXysXzk0iC+6DR7rJh04Nl/x6YPHvgjCJxGBwcZrO/vlgC3wu46GWqu7ebPXqkj3RxQIo0pu5gvNQf2G8EYOT9QCmmhlA+JX9ptYDExTNUpJfSkIsXz5WLl88wJc6JsBfOcP7JU7zLKaRDvWXz9s1lw+Z1bBo2gu4JS/RHussA0qNepDjzSjX4qz0jiEmFUB6zn4sHfKWRwCt4CfT5cU0HaLRRToImw12OwQfhaZTes6GmJCDDm2SmoT3D2cAyvu4+Z7iMq3/TLcM1/XXLcLrns/bMKxwbPxk/09ZLu2Vo+mWUpptpxseBp/b2fNrTzDI03TPd5v31/Jth45uo32I0dz7VNvMaHwF1jLgRunaAzYgm2Uq2ZWmk0/LwgzS/pY+wlQK0SBOdVSul6NSwC35CG59OrcY17dYHHszAVHnOyphcDVLvPuImQAkJLc8ZFGvH3HUUWGpP0Q4Wm6Ktp731LbUEGWT4M62wuMskTgrSa5O0T7GrR7yPcuENpjquXbxSrl66Ui7AyE8cPVGuj/egdzXI/i/3lH07N5WR4ZVMY4xx0ugAypIjXKNxCJij8C6YZkgVYJYy5lhWieRCXSQc7NhqP0TD9hPx6wnJS/St1CM4F0CDgVecNusKDhUpeV5gdYNhp9mAb9PGbUw3TwSTv8H5IRPuwnn1ArtwnisnOD/kxIkzgJJLZfPWTUgKWB2ye2dZj77ZypVjTD9Mwjw57mH+RtDAstlVqvCokdJko0OLRvEAffySmfog3OR1AA9TRNcuT5SzSFyOHDxZpqd6y9iKlYCudeXhhx5gCoPN/EZXlNGVK8pAfz3ioY9dfvuYmumCJkp0lGBUIIakh2krP/hY8grIkFYSyfIE/eJVAhophXRw6mkQ2syzF1CAAQEaFXGFjauAXBmzcdM2JB/sxTM1wapBpmjGb0AjJFBshX7kmePl4OQE+nwzZcPWwbJ5x+6yGlqNrlxVBoeUopizbcXJWRtNHTSrSxKEcarKdmR/FQSTTtIQf2nJVVNId7zajP53HdCQCWpkdslIfdaueS0mmP6GaWe+TYa4nD3jJjPO5+Y9800Gbj7pn3mm23JlTzfDaJpxM23z170JBJrhtOezcTJeM73X8s+w+mc+ujXTTHvSIevajJtxmnlqzzDalzW1NS/PaPFrse9Wo88U9LDbSNNKhEdt6b7karj6dLPbzeENleGqve3XDlda81frW0NHd+KHLQ3pbKRX+LeiJ72aqVkOyxkC6Io6mt4d+11IgZvbXu23amuS/WAYZcc9mAHPMgDl+DAlR7wCVxmZW9fHd4H+wMIcyyQnZstxRuKnWXFx/vA5lX7KGABi94b9Zf0D2xmJs9JilM37hty0boDReJ2mML9e9AVotLRXwAUZ2H5j5YVTIwIP2vW8+g6Aj3rRN+iW/QUMPISAUXKYFiI6pZM9/CwoRZgFoCDhEIMoEVxgqqIHXYqBXvKN6jH1ovRjcivMdBxgdLVcZG+LU6ePsOfF6XLllWvl+8eeKVv2biq77ttdNm8cRblT/RM1DPzOSFO9FPQsuqGXZXPlRnyZMm6/2TD95cKlSaQ7E+X0ydPlHJvt3UBqsXp4rDyw61GkFxuYMgKAQbfBoeG4nP7o6xuIPAQULr11V9EFQQZ9sntZeCCiVyic+ILwk2Zd0GtRSit9qb9gyKXzwg3pJEvrtozQxXege+nlGWINInXyfKTR/qEyPzRa5lesKQtr58vk2okyuRVdmutM5bAJ4JUrSodOlO994UDpZrply337yrbtG5hm6QcsoUPDOSzAO9JkOompltgNlCbVwx4+ruChNUFF9fQoAyEtSlxBs6Sdfl75HJ7xc9cBDTvuZFrJ+KxpvKTGPWrf+mnG0SkZQIZJBpDppnuGfa1nw2e+7WEyrbxnuHxuhn+tdJphjJ9ppL2ZVtrz3ozbtKd/puVz2g2X/s04adcv/Zv2ZnztGSbjvZn7TU248dCw1uQWHRYtr8rmtX1eFTQc3kz4+NzaaBeJNOovHZq0uSnXRmZp9S7oyOebwnce7l4KRI9Oi/LFN19+AE++p5Z/rDiRofLs/goLMDR1DtS9uHzmQjn+ysVy5OUzpYvzt1YPryur0LFYs5oVaOvWlzWr1gIuBBgySRkL0wiCFxil+z/00la122ZlniH691mgEc+6Ox2gPoBTAoQhiilpYv8JyhsgAsmFDJNg5IKdZ4GRegSV0U6TD/HNV0YMkxWkOFWkrthANyvq0HFYM8op1cMjZS16ItcmOC6Ac6iunrpSnrvyVJnYvbVs3bGWfTCY2uknF/JwG3D5oCNz955w4zIKUi/oNDU9Xy5duFSOvHC8nH6FIwbYFXSgh52XN24uG1dvYJMuVhCisNoHc7fe6qH4Zw1NU8XSSE8QFj4ABve4MKyUoI78EEQaSR9CmQZ3AVnQLNKy9yAY75CShn5ZSBxQ+KyShqhGSJXc3hyqxnsxT0IHq/cYhKGxPugzXKZaiqOjw2sAbpx/df10uXD4fLnKFNDaDSPsbrqmbAR0DLH6ZoHNegQwmmhepCZYC32OABl68F+DUAeevSJX723GcPjflUAjO+/syN2XwuWguXJCdxUvXebp8tA0Gd74OSrXrnv6NcNqT/90bz63x8kwGa/5nPaMYzppdGuazCPDeHeTLZeuJiiy/Lm3h/thpMn0fc502tNPP+8Z3vty4ZYLk+XST5P5pD2fM+0IdLf98Mqsn+8j6ZZ0yXq/nvsiSWgK8Y3bJJaaxaJ3x/L2okB2DdEceFDEHkeDI/aO5gFQUA1hdravnD3DUeVHz5Zrx6+U+RusnoNJb1jPBlSbtqBHsAK9AUbi6Ft0L8A8mVZx0y44W2V6gIbeYIwwSdpyAAikFzLE6B9hoAk6ulUA5dn81T2QgRKJ/yq5W2y2MTwHALW+C4oZBsyBFMONwzCAgl5BARKAWB2hq0gDRu3UipnoraRgw8r1Zf3K1dSVzbe2Xiynz57iOlZOH0CB9fCpsnHnmrJp+zqmC0bo860Dq2GgkyxcWae6KirAXrp0rbz43MkycfZq6RmfhU4ryko27VrtVAwgbLCfqaNe9CsshgzduslBqWYv9ZYmArtudEVC70LasASXB/L0zr+SH+skyIBeIi2noHy2/oaJPiLyQC9LGhmWw9vMyJ01vIQT7okiIHDnYFe2SUfbBUmE5CbSwl9dE8HOyAg6I0iqNq7fiBLplXLqxCvlwuXTZfzEZHmB81qOsVfHPQ/sZBXiCuo2TZYV/JmOSsN1fxQT58LRfN6MueuARlY+mZnPbr3tCaY2jlzZoV6FQMO9I9wbIhoO/mma8VMHI/3ybpxmuGgkeKa7z03/ZrwmA9K9GSfDNdNL//Rr3k3Lg8683FvDTiCBhnty3H///bEU1zTaTaa7nF+z7BnO+Nqbz6+V5nLultVt1N2Tw704lsu3Pd6d9txep+Vo1aRts36v5d4M07G/HSjw6m91qdbR2y8+OuYMF35cMRL9FYDhPOL/l59FwfPQqTIK09u9aXfZuW1TGR0Ygek5JQFzBJHIywQJAoQ44Rhuiupi7Li5AOOM/TMEDFxKLGQ0fLi1n7EvIJ79qgkFcJB5kp59UJY0aqMkg7CG8zTTecK5FDT8+FHAEIyVaZ5u9o7pRWw/4/Hn9luAJwGQu2wucHaKythdTBPJwOaoAzMJZe0QuhM72bQQCYdnHR05drBc5UDD6+gs7Lp/W1m3ATBF8ZmEiXKBz8A08+XqFc4jOnCsHPzesUhj36btZStAbGh4BctMOcvISI7yoW2V1vAoy1eKQVn6AiwgeaEmARx4FoBFXahvSDLiWSlIBW0LuAfoaAGykGpIWdGChvysdiiFAkicYpG9W2bBjVNluvX0OqUEbYwnXV2W5rvCTyfLEPox6Ha4S2k/dFyDJGvVnpFydXxTOc/00/HTr5QjPzoeS5RH3vdgGVvjNAp1IxvTiHdqmlE0E8XD602Yuw5otDNnpRiCjK985SvlHe94RywzMoxSji984Qvlve99b2xy5Yfi9uGx8QoEzM2ykknol6swlBRoTMfw+hlOJu9Hrsl0Avm3wro9uGG8Z7qG1a5x++8QDZK+8WTK5mF4twd33w7dM82IxI/l+ta3vlUOHz5cPFTN8rnxl+ecuJ25u4x6xolpGTbLZnq6mb95WQ+N6Se40t3LcmmyztoNo1+mKQ0Nl+UzbKZpWC/r8o//+I9l165dsfFY8zwX07wbjPX2ynelvWl8zneed/2b9mb4jr1DgeUoEP19irNlngzzVa5cmO9jRcR4+d6XnilTrEDYtGJD2btzd1mPgqVTEcElmCoIcT7sxLsM/DJnNZ25dKbMAy78LsdQqlxBnFGkvr18u4KM4HOACJBFgAaXyXoqqZoQ3aYJ45ykT5xlWabn/KizEDMKcKY5+zTa/izndVxFybIHrjmKoikdUiwZVcIgQInvRQY3Z39kPgAU+0hG1gseq85eFV3u/T8FYw+OZ970lfRFkKGs7hsuwztQDF29ojx74EA58sOjsUT3sY+9u6xej0QGRONR7/MAmfOnJ8ohJBkvPXm47Fi9p9y3Z3dZR7n7YKxdioVg6q6w4WMme8rO/dL5C+Xq1PU4WXqIU1pXsYHh+vUb0GnheAdoqR7LnCCAy/pEnSh+MH3pb1pcs7yryeuTKJOOAvx66/SULxoa2afOsyfIWfJyeqi/X0kSQIXogkn1P9x+PfRbACXufCrQMV2B3wJ6FeqkmFePYE6sxHPdIRV3QN3YIMuF11N+poNWAD6f/9EzcUjbe376nWVsFXRHCTXOh1FBFqBiuTS2uzdrSO3uNTZYL88BcafMD33oQ7GZlTV2KsUzSf7lX/6l/PIv/3KEcctwt942jhtrKQ2QORrWUbjpCBRkko7GZf5KSzwDRCbrhlfG8yM9x3yhjcWNuEzDbcJNZzuH8ZiPfgk8BDUy7JdeeinK6cZepqW/4MMD15wWcUdOy+TmWqYpY4qPkvoInNx868Mf/nBMB1k205OpC0CU3OhmWfPwNzf2snwJTI4cORJ5+uwlEDEv6+624zJOgYN00+7mYJbLNC2n01BKiUzT+lhf62o9dPeyDB5dbzwPZxOYSDvrc6ebbG9NoGWdfE/SzfYjALTOvl/rrV8zfAds3Omt4C0sP8zDvp9ejjsMmEvm5qZR33niu+X6ucmyfe2Ocs/W3WUVSy2ZNYBvEwlRujzI6QeVDtV9uMEJwt/41jfLS8cOlfWbNoSEYxiFx30PPlDe8ei7gqGptOjIO9JgGsN9XWCZ8a2rO+AeFUpEjp04Xi7RH92/b1/ZTH84GUsxUSQkjuf/+HzslWNlAMb8wP30CTCxutojaUe/hlXGOUv4ENuTr0u8Z2Cq7ocxNylTpQ+EYwqVLEmcOUKd4KYAjzlG7ivLI/e/qxw8dAD9lMPssPlc+eBHH6PeUyGpuHxxphx87pVy7OnTZcfKPWX/vXvZI4SBkqxUCQp5Kg2oO5SSLgDsAn3fd77z7birBDq6aiV7WYyWD3z4o2XDFiRF/DnlMYfSqccLxFJSuDzVoFhIafhzdYn1O82Kn5ePHSnv47TtAYCEPMFzTzROs0yyP8jTzzxd9t+/P/p+T4cWnODLP6VkQ5C5KU93hka42g7MhwwiHbU3KD6m5Ssg0ZsDI2c5kM1pKQ+OHesdLvdu2wkdS/n8N54o63Zu4OA2DgA1HmmbnxSOZHhqN7XE7a43P991QGO5jloG0ByRG8ZOXtAg85MR/u3f/m0c2y4j1PjSPQNEZvoXf/EXwSA908R0lIx84hOfiAPHPC5epmEeMlcPUPv0pz9dvvSlLwUz/cVf/MWQjihV+fKXvxzHvCtJ+d73vhdpKWlw585nn312EYy4E6dpeCjbwYMHy1eQxhjm5ZdfLj//8z8feQucmkZGnczaslsenw0n8FGK8bnPfS4Oc9Nf5mZdf/M3fzOOjDcPj7WXIRpP4GI9lfj89V//dfnDP/zDABICB+sh7SzLn//5nwcQkobWXwD2e7/3e5H+n/7pnwadBSJuke4hbdI7gZYARtolo23W5061Z/vzLj2yboK773//+0FL6/ypT30qtofX7juS5s12eqfWv1Put44C0efwnStmp7ExgnW031eOHDpSTh86VvZve6Ts2LC5jA7BQlTyY2Q+BwMFE7DSFaYD8phnCsIVBj964VA5+MKL5Rc+80tlHbtnjo9fYxOqU+XIgYMAhgdgM5PlHAOHHnelpM2OsDtxD8zx5WMvI/VYxcZV0+xvsRUwfb18/wdPwtiPs1nVmtBxOHn8BNKSKzFocZravRzWb94CY1soLx15mYEzEltAuNtnD7GM010vEbAg1mcDr8tXQiLiN9LPtMOFs2fKAnktsCPoBpZpOnq3/vR2MFdG+TDiWRi5qKQb+wr6+ftQ4uwl7je+8G0kvg+X0dWcuMpKnOeeebGcOXSmrIPx7ve0bMmElEBphFIadStii2+UQtVjUerwla/9N/rtwfLou99Nn7Y78n3ppRfKM0/+sHx44yYGXJNlgn51hv52mGWvG7duiVUfE5M36IMBgtBsiEMU16xfW158+VD5wr9+vjzw4EMgvl4OdzsTAzZ1PlatWc2S4uGy/Z49sRGaG5ndgEZTpKOkYhQ6jbGkVrpP0FdfY+DmBl9jDPYGme65yEB3isGtu6+OkKc6voLEuT5BzmxM98xNcoo0gKyb1T7KYnZt3V4e3ru/PPXVH5QdW9+P9MeVNEAEdEScdrmleR20cdsDjey4b1nJNk8/QK+MK6jw5NK/+Zu/iU5dpniCOTxH+n/0R38UR70/88wzcfy7543Y6Qs8PPlUoPDkk0/GWSR79uwJACKD9vI0Vo9Q99h4AchTTz1VPMDs0UcfjZGro1eZugzH8I7iZfhKBGTov/VbvxUfnyelytj/4A/+IO7/8A//EGEFMUpYPvOZzwRTcnrki1/8YkyP7N7tx9MSM7bq74mw1lsQIHO3jkolLI9SEc9l+Zmf+ZmQJFgmgcVf/dVfBQgQ6Hz84x8vnrFiOa2HZVJS4bPhNdZH6YwSD8GUeiGe7CoQkk7SQCBintL8d37nd6IM0lzpiNIat20XxAg+TOf1jHVKkJeM23Kk8X1pDGc+vot897rnVJH00hjO+F7SKsMaznqaXjNN826Gy/jeE8Cals9eltH4pmtcny2X7/L5558POnmAnVIiz9DxzBylQIIwgYd0yjJFgTs/b3sK1HFlGxn8JBFLxIZwtDs3xWLQXw4//xyMiHl4VmX0O2/BstduGKUSj4KuBiH5o706sqadTrFR1o8OPF12PfQgEoitLAsdZBfOVWX7tu0AE74VGOQ//9M/o6zZzbc/UVYh8dj/8CNMGawr//tn/xgpwUfLdU4m7qevueeeveXE6VPl5JlT5cz5c2XlmbXl//p//m/0Izaw4uXl6HseQZJ5mH5jhOWh3/76E4CHs2Ur0thrgAqVLX/2k/8xvpV/on9dgVTlCgBnP3pmW7dsKt9gKvgaO5Xaf2xct9paBLhQWiCvi6kcGPUc4EA9kH6mDVYAJNayO+h6ZmmOHTpa7n90J7xzoZxlo6/5mb6ydmxDGelz+kWJAHeABlbS5VuWQSO5cOnuJcDS0VdeKe97/38ou3bfi2LlhpAgrd+ysUxDy0vs1vm1L30ZiRJ7XBD3GhKJj//Cp6DvbPl7+t49++6DTlOxcdfOXbtCqvIykp0bKLI+Ax3OnjkNn5iKPleg99v0nV974mvlYYDIkcOHYkO1KaZaBngPLi/+5Kc+WZ6lv30FPiYImZ+dQq+muzz+/veXL/7zP5eL9Pkf+NAHyn3kNQxoceO/GaeN6OOQq5A/8iA3b+Mk327e8TyA4oG97yjf/KsnKQcEoFxOUcWps7Qh20wQpq0ZvpHHuwpoZEdvJ23n7nMaDw6T+YmoZQpOeXgJMGR8jrJlkjJkmYQMwlGo0wFOuXz+85+P0boSCE9a1d/4ToXIIMzPqQ2nI9SNkDH5Qi2Dd/O0XF4yPMGJ0yyGFXjoZl5ev/EbvxFux44di2mL5557LhiUUxEiexm9TLHJUE1Xxq2OhhIMV6HI1Dyt1Wkc87HMSla0G958LZeAxEsQ4tSM6Qq4ZIzSQiaZ9TBf7YZR4iLdBDiWW0Cin/E888Wpkb/8y78MZdSU3Ah8pI3xvaSbxnhezfdmGc3P93Dy5Mmgl7SWnpbdqQjLp9RJ+gmKBI8+y6zNy/r5To0jGDJPQZ80sZy+P8tu3oIzwaF5+C51E2z5HqSt4TSGMaxl3WWHQRlMyzJZXvPxHUg341o2gaXhBVaWSWmOl+9Df9un9PdwPdupZbD+lkGTdIqHzs/bjgI2g2wLtguNaxDkrq4+UFwPJ8COrhXtsx89BRlmBEE80O0W2n5rhuGqSy2FHHx3PE8yGl67aX3M8c+SmdDdbITzZ2CAwxw69vh/YOp5y7by5//n/8EhZUeRDKyK80J+5Vf/x3KaMF/+2tfKyrWryj177y2raM97ke563snPfOKTpsZI/3pINg4BOKzPLLuS+n295/HHy3uQELzEwOQAA54XD79cLtNHbaB//CB5PvODJ61YOcMGVDMAisc+8EGko4+ULvslT1OF8SoCiZ0zqT+2qKdnhnThrlEy0Qc9ptnQSjAz49wRhbD3CQVOWK+EiEkCvOrqEackanynKjy7ZBRJziCbmJmnepdOkUB+vvsZVnKwjTq6G+967L3lfsDBD777g3L0yFGWmbLSh7r8AlP01+i7jx47Wr7/3e+UT336P5fH4AMbGWRcAmRtpS/y3R6k3/4v/+Uvyv/0O/8zEowpylr73z333hsDwTF4wGf/1/+NtCbKN554onzgAx9gifK6cunc2fISvOLlQ4ejbh8BsN27+54ywjQMhYeEgAXKKvbs4rwYRCPU1wkWm4ZTOoAKQFm8eHRs1KdpURN7LYN+vjvj2D5MLxygdZBKj2XMbQ80linzazr5krJzzo/SwDJYGajTADIhO20Zg+4eqS4T3LWrKicqtZARythSpP2Rj3wkRp5H0GFQ/P0XTKV48qnTBDI7GZfGNH2WKcnwTN9LBmh6+qXJEbJMSkZjuWVGpqV0wXLKKC23QEfGJ3gwD8vaLgkw/u7du6OOHromM1MvQwar1MF0dJcGAivzF7hIJ8MIXsxf5mh5ZcSmKa1My3IZx47hFVD9gw8+GFNCjsqV6qgfYtn0t+wyXKd/LOe//uu/hlKqoE7FVNPV5Dvy7mVelqVpl6krGfn7v//78rM/+7ORl2nLoH0fMnQZtCBA4OdUzic/+ckAStbZ8nz1q1+NulkeGbjv4mt0igKlX/mVXwlAZNm/wvSRAEIgqZTBcjh1pSTsV3/1V4NullFQ5jSU7+fXfu3Xoh1Ylif46E3HtqHeje/77/7u78Juu9JIyzTSwfZhfQQpti3jGOajjBKzXST9fe6YtyEF/FzkiG3fTaCIYAV+MzK8SaQavWX7nu3l+1/9Ubkxua3MjzAI6nW1hfP5iO4HYRiztCOmEhaYHvBAMiUdShoPw+Ae3LeXXS1Xl2vXJ8r5c+fjexgY5RRpvuOewQGWhgJkUJJ0jwnPLOnrGUD6sZqtuC+UQZh5D4xdvQ+nQZw+OHL0aPnmN74RSp/H+e52bN8mzxY3YBiAARxGRx0UDJRhLvU8rvMNnYRpHz9ymDNDxpkauFx27dzO9udjsUX52g1rQ8nU/O0v1AsNkACQWIBZzkwr3ZEbdiNp6Ck3YKpX0UG5PHm5bGbVTRdKjgPQdGwUxU52EL3ChlYTlHWEfUSoYChl9gpeLCj1UFoimlDKM8MOpRfZUfXy9fEyyNkrKtGePHmiHKXvWbepDngELnRm0KyvXGNVh3RbS78zCA3tW4UznpRbAQ7bZEV/9kz0Kx6kdgMAMd3iKbGnBf1QH32vB9H1M1ByW/U4D4W++hR98be//g2mmxwszaL3wv4ZKI+qoDo8VKdkBQDqufT0ACY4/K4CAvtc6caAnPfmluQu3Tl28ijn1rBfiWfKUAfBiTuQqhRaI3L7Mcxd13PJHDR5T5r4bIed7nbaMm9H5DJgO31HvjnSdlpApCgD++M//uOYVlACIcMwHRmWAMXpB5m0DFpw4cjUUbKSE5mZ0wk2LqdHZEIaPw4vjSJzw+sv6JGJHeXjVKohw3PUq6RF6YBKlJZXoGA9si7eBQmO4m0cGgGMTNi6CVB+CoUjgZPpWSfDyaxliL/0S78UuiUydKUHAhDLrXhSZm251SkxvSMwVJVMLYNpyqxl3NZHd/0/9rGPRZ3/5E/+JBi0I3z9pbl36W68xx57LIBIMlTrkeU3nO/Esir9eZxRj8YwvqMPf/jD8ZxuhlU/5rOf/Wy4G87L9yG40fjeNL7DZPw+G07Q+Ou//us+htHNNM03804/lwt7aQxnWdU/8Uqju23g93//98NJACMQyTJYT6Vfpi0wVQIkoFU/JwFFpu27FNQISnTrmLcbBRaRBhXX7tXq4wAJMmy4J22DfoWTO/fcv6s8+a0D5cTZ02Wwd2UZWMuqBpjv8DCAIaLLPJna83h4mMwQCpAP79tf/vb//a/lqR/+oKzdspnTRtl7iH6jn1UVH/wf3lW+iF7Z8889i7i9J45TX7dmJaCA80TItxcm3IXoXQlDP8xsHsapzsAZAf2X/1t593seY5vwreWfGCyoT3D18qUySlnm5geDgTPMoiyt/oy7UzfvepQVgiNDKKK+s5w7c5Kyj4Quh9+NEhgZvLzRXTjnABxVP4Uy2M/wibjz5w2Y5CTTSacpy/GLl0rf2i1l3VYl2kh80FHZu3usPH/hbDlz7JWy5squspMdP/uI76mwc0wnKd3o4WySLsCUzHnFwHB5lH741HklkU+V05zF4nLVZxlAve99Hwi9laef/VE5evJYmZibLgdY8fKOdz0Wqz0uc1x9TO9YT/JY4FtW4nKDgZRTSq+gq/JO6roavZbDLx0CPHSjs3GWuNYN8Ea9ewmvoioTJ5SPU22xqyvidLdAYwpweBFwuA79jmPPM/gNiQUxAJSx1BYRTKwQgi5ube6Um2CT5MsU5bo2c708+fS3ysMffACggTuADEUXptdioi3oTiOLPujN9kI9f4Sx0d5Oxs40O1k7Zkd8MnI7WpmmDF0GqHhfRtpuZBB5GV9GL3OTudhhp58MQgb9wQ9+MObGZbyOKp1yMG31M2QW5i2T1904Mlj9d+3ig4Yh667UQEYsszIvgYjMReZtXczbOEoCrIfM18vyy0xN15G/kgMZ/+7du2MOX0YpYBFsGEamKVPKOlh37Y78pUmuDtE9aai/DEyGJqBxOkWRviDHEbnlNa5TNF5KBmR2AiulFRrLIBCzjk7PmI9M0rpIGy+N+fzcz/1cgBqlCTJXpSOWWWmKZZCm0tr6m7eSEo3ltaxp0p7u3r0SjGS49nuGj06J8Gma6aWbd92lbcbLfJp+aU8/46S96ae9PR3DCkaVBNleHD0qdZH2v/u7vxvtzDaoVKi9zJbLd2Y7EpjZXqSXl+/ISyBivKyfZeiYO5cC9ROo3wEtntEobZN2IHOtfSHLQZnquHjxfHnxANOWQ/Nl+ybOrhiAyaP0OYTC5vBobzn0wo/K1YlrpXd4FEaEwjr6Cu7wGVtkw6T8V0+jG9H6Ck4YXY8y4wswzVPHj8WKB0fh7/+p97N76LoyjaTtKP3u888+V971nvdybPl+AMEIaS7Qpz0czB62HN93DzoNMtU+QMc7HnlHeQ7mex6muW4dG2Ax3TIMw962jS3P6YsHCWs/s5JB0Bzieo+T34Duw9YNG9GneKk8//RTSDjG4xTXjexgKoPeguRghLjd8AXjdEEfh1d8kWxRzpkpSkqo5wx1e5ktyg8e+R6M9Hj5+H96L/0S3wunts4j4Vi1Gt7BJlwXr02iaH+8DHMY2srVSEvAbS5vDckE5YntyrvV21goW3fuEN0EQz96+KU4U2TXDvpC9CIGAU/SVmZ/5IUXY/DiIGmAOg7Sb27bSr/NnyuDhpHiPPDAQ8S/GH2jR7+fPnmKU3JPOyKKlSYrCDO2YoQzXzaWIb731QyGvJRqTKAvsg+AsYN+9aXnDpTDB5/n7Jrz0bfutIy0lw30ra5mAZXENJVSEKc65piKsa9wGmqW+xRg8dz1i+X7P2Sl0vzV8vFPvI/2IHxFQkYbkbrnrsyguHup3P/Qe5mm2cgAcYi+xxWDXkjloVMPV+2Dattd/AJtahBvqSde9Pn3tdi5ChASXAgUZKR21oqyXbXhaNtVD3ba7aZZJe3JRBwJa9dIEP3MQ/G+H7D5eNcoHUgGKDPNaQ/DeiWz08+y2dnrbh7JLPQzD/NKN/2tW7plOczX8KZjvulueS2j+SuRMA/9msY8TFNj/MzTcLr7rLtpmYfgSjdBg+lp97IMhhEYuP+GQOG3f/u3F+Oavml6WR/TNI7pma7lThoYVjelIYI7/YyTZdcvmaRhb2Usm3GbJt+jbknbpn/ajWueec/89dctTdPdtDN8pt0MaxzDZxzDpz3jGSbt+qm/cgRpj6BB0CVIsy1Ig0w70/CecX1/f/ZnfxbKya7msVMWmNoWpGvS23eR8c27Y+5MCtT3TtkdttM8gRchuvY7m2GlRe0Lb/BdXSkvvXigfO7v/qRsXjNbHn/XPWUt220vsPdEN4yslMHy9FOHyssHjpQbLOPcvendZd9OdCeG1jBip4+COXjOmhtyddunEH5A4IAux8wMo2WYo0eZ9w0xmmd6pZullOpbdPPc30//B4hwxUc/0wLO5feShmeg0KDrtIzfK9+F3/0NVkp0646ZR/IhCLGM8zP0j+QFgor9G/AIicQ00xP2cLPoFdjnm1QPHFJAwbwNyQIlJjgsjfTnZ9j7CLChG0Nwpms4/RVpwsVrl8oBwPmJswfKms39Ze+D28qe+zajEElfTXoCJBbkcnptN1Li8fKdb75ULp++Ufbveqjs27irrBlm75A+pRnQkrJ3szzY6SdXjeBR5kjEDcc8Pn4I/ZU4AwZaxEZZpI1P9K9dHK7WzeZoPXzrvtKkm+l0mQZVso9xasSD0VyfqvRCgOkJrSGJgO5KidRB8e4lLaLe1HkO0Dl1Hd4FPQUkc6TjXiXSc440YALEBVS4Wgd6Kw1ZQGIzNT9ZxifHy+kLJ8vTB34I/LpWPvZzj6MQPFLmet0obYbyoovCcumDRybKF594pXz6M/9L2bvvYUAUq2IGh+h/uKjjACA3Tsq1DVjRpuGxvv2m4x1uTwbU7HSzM8/O2yoazs7ZD0F3w9iBp0kGbTqG8UrTTEdm4Qhdo3uaTDPL4d3LfJvlybR0My1NpmN4y6ifUxy659VkvLoZpp3h6W64zFe7zMm00hhHd8NmHR01K4ER3OhnuUzDMJpmHMsnKJPxaTKMdtNTYqHR3cv0pK1+mW8E4KeZh27tz7plOumfYfKuv3avDJP5hgM/7XTKcmQ4nzWGy/wyPd2beWV+GS79vacxHadmlPYo0TJ96aa7pplfpq17pq2bV5ZTv455O1JgqX+x9rYJWkn82ZYUh3exNfWsYIP7Aw+zwyXnWJw+dpEdQg+V5z73XNn70P1l356Hypr+VZzj4YCG/gHG2OumWLM30K9AB8BvEyDi2SMLSgzkrQrqBRcwEUfGAgXhjMyNXiqmbNxC3L06YndL2rglm0JCq2Qj+lPyURGRTNEXgZEJDmB6fAh1xUcwVPRICOJ0iPkM0191yVwFJTBLV0DMAUAcmc/ALM3DCPDnMsnI/do0h6t9/5voTLxYNuwcK+/68B6WmK5k07FBwsh8ASJTtb+cQ6fBem7esgIG+45y/Oil8sz3nijPHTxQ9u+7n11Ud5V1q9czRdTHCarkLa0ogxIJVTjMugsadrNaA1gQeiMq3QpO3AcjTEx7AAoYxKpj4RSXJGChB0ycsKTl8zT+QRqkMJEwdQ9JDToj875XAJR0Uv/FaaKoNvSULtJEqQlDlkpLwQogQ/r1AEQEqUoxoBzKq3PlOmW4TH5PPf1dZgiO8+6ulb3v3FLuvZ/tB1bJo+o+SbEBGvo8sZqJ925/ZBZRTitn+/PhDZi7Dmhkp9ysux9hu7vPurd38hkv3X1JCQzSLxlA3jN9/TNd7+2mmV/GbYaJF9lKo+nftLenq59lbaZtms1w+qVb055uec98lHSof2LYdpCR+UWC/GQ+mW6m5XMyRsNkuMwjn73r1u6ebs30MmzeDdP0z3emW/p5b9KnvZyG1c00M13d0izn1kw74xm+GTbzzbDpLz118zJ802T5M47+li0v/dvjNON37HcRBWrTXqyQj9WJtiOX5UnG4V2GpEInLZ1Hlf1kADLyGU7n7Csj93GMOgqbh7ddLYcPHygHjrxc9u3YXnZt38WKh21MW6xkOWbVSRB41Kkavkv3ooBDuGGVEsgepBr11GHCKI7HXZChvweAxciZokX7tgh+UzBdlUIjHm3ZUtKgQ6rh6FpQ4sidSDV+MFGZJKNpz/OAseegzzDx7F1ZD0x9mr0grt7gdFKWlr5w6CDLZl0NM18e+Kld5Z59LFsdZYtwlTa6GPHDsGXKAXZgwG6pjngAGqKQip7KvXtXo2fxXtK4Vg4de7oceOX5snJoQ3novt1l14772NiK4+cBU+7AWvfZAEwBBByuM/CP8nfD/BfIL0oIAEIoENM4KscKEPzinYpBbFQWkIAI8uZcBsPdlUAhuaCMAWoEEtDZsESOuisRMo53gYTxQj/F+NRHSQXR8cMdpV13ERWVqczJUoNy4syx8iOmWY4eO1XWbgRk3bcSMLqLA+iQlg8BUufHCUueAIzY6t0Ck5bviWTiwiWMXnlVW8ujeTMA1LjtgEZ2ss2yRlElGMaRoA3YcE2mkWHaO+J8znskwo+ddjMv/dvDGNb8NE2/tLffIyA/yTDSP92bzxkm/drvzbBpz3szbLo100u35cLp1/RPe96NI7BK3Zd0b78bLt2a9qRplme5ME23jLucm35NY5gMl/f0z+e8t7s3y9MMk/a8Zzzv6eY97cv5t4dtf26P2/7cTLPdnm3c8kvbjJt0zvD5nP7p3rnfGRSorMme3H+5VjV27nbUsA5G5DBdHBijEgg3OKZuAgODdMMQtATwkDkEF2BfGY4AX7elh9UEm8qWe8bKRQ5aO3X4cPnqtw6CRYbKxs0by77970RnandZwXHoLMx34E0/BsMjSZU9zS+2tDbrPgACq1sWphntOu1CcQM0yAARadSlszjSd9bRN3FpvwIMGWO9qpKjjF4mJoAIJUkAgPtBzC8AlHCfBThZrQq2YcomgQLj+I1L5dhRl8N+u5xjFUgXSrBrN82Xh95/D8tE1yFBdOpH6QEgRuJAo8rzSADCSEUqgB+uejtNQBE3bxpDX2+07L5nZTl/cZyVN1fKd1/8Yvn6975ddu7YWe659xGUuLejY4HiKOec8FWyVwcXiKyLuswhvelRUiIGmEIa1C9oIhunSdz4SsmQBFM6BEhaQBIR7xKf0Ov1XdbSBZ3iEDnSFXAILDxfxbQFlgFKWgORAG/4T7MaaAGACYyKvTyuMsV2+uyJ8sqJQ+zGerCMX79Stu8eLI9/hK3WN46xGqiX1SlKWCdJm3dhTObUgGPx7itxeD/UUVAZTZP38mpDncIzqNzwrmFvO6DRKOGiNTtP79nxak/m0eyAFyM1LBm/4RTWpnvT3gz3Wu7NMLe7vVmHpv1W5X6j4drT+HHjtafT/vx66b6ef6a3XLjl3DK899fzb4b9t7DbnrNtm7d2L9t+tnXd3+py/VvUrZPGG6GAnXNlgEuhs3OHwQQjsuPnj/nzuppBxgkz5Qomyq9/cFCSgIHA9PsYsW4a6C4rV6xEEXy4jF+b4yRPln5evlq++8zny//3xCgKyaMoW+5kZ0o2kEPpb4xp4YGFIaQZ6J8p3vDcDA89I+0u911QsRDG1AMjQsBAsQUUltqyUALbKX9RxnCnTIINb0wHhG5FS8IxF8y0MtVZlDWVQMzCrKcZ0Y+j63Xxwnn2qjiKsuphNvm6TtkmyuqNw2XTvq3oCTD1jdh/dOUwyzs9/VXpBfWWLIIyLqcA6nkwlF43jFNBGmnV5VktAKUhaNS3oY/TW1eFvsJljpsfvzLHPhXnyje/+wXKrfLsqrIehdUtm3dy1PpGlq+ujimnXt6HUo/eBaZUyLyLDcE8A6YeFw+NBFuRJdIDB7EArCBYTJlUL2FQgC4ZuiglwARvFbopqQjAgeTCqTKnrua4XII6Cz3HARaXzp/iNNZDLA8+if7gVd47+nicXbJ13zqmsl0ROctU0hCrjcgPgNUFaJkT2FFed4mNUjgXpQHVVMmZL6+6WT6QIZdlb5kgZytOuhkO4+8dATQsrJIFrxTlqyCpEmYqaRqmM6qTCh1zN1AgAYViY1cipV5LfgfWMcFGgpFs/3dD/d++daidc3Tq9tv5uEgQ5R119ChjlIk7HdClGB13j4vP7l5eGqAjLDI4VhEQZniUbbBZvriG00w9In1ycpRlp2ydfY0N6savlBNXnywvnmG13riKoQPsXzGAtOMe9mbYjKRzfVnBsewjTLd47LgrTFAzqIqA9M9OKajkGKJ/nikZf8HG4UvcAwhxh8GqS+JdYOIqmhssz7w+cZVyXIKpn2RVzZly5sRx3FRKnGTr7hkYPOXeOlB23s8ZI7GahpUrwypVw8wBPk4dxcZU0oh6A9llDHFVu0BMuso4ucVvtRhapi593WfDHThHx/rKOuo/PT1frm+FThOcncVpsNejrM+Up5/9Thn/dl2qu2YdO6qu20EZN7DKh2vlGsDKGlZ+VGXQPmjlNuaCPndqVYHUVSrSSxPvTXAmGOGuhGFOmqln0ZJgzDPNNI1y7TWmilxlMg6tzp0/Vq5cOIvbNbYkZ+vzsWtIdNgJdd8a9OfW8a7ZW2OId85W9EODKOH3qNeBngtnvphr1FsdHYFMlEJJlq6CRUrF1aIawXlugTT7G99nGN1fZZbcbjugYaeZHWZ2pI7msjNNoJEHhqlsaCfsZSeco772Ohtfk2m3+3eeOxT4SVOg2bbb88r22bynFMMN3Gy3tn3dNBku09G/3S39OvfbnQLJ7ry37AEO6Auj2/Kn9l+ybYZdMUpWDF/dBRdMRQRTCLaBexr7U+2yEBUtlW44/wHkQLOwl/Y0yAqIVUw1zCKtmJxZD1OV8bPAY1JlTo9P8EDAl9nv4SVWmKFMeIMVcpycOseKDVaHAjpIg82h+mH8A4OjMP16inWM4p1SoMhx0BjSjxh5M0icmWZjOja9Gp+4zPbZVVLdy4i6v28ehfVumOMwafYg5mczL5gkOqFc+JNf38ACZbb81kemzEaIVhKr9JFCC+p3RL39XrR4aZcxphvWRdPub7oqXzphoKI+q0jW9LNHRS+rWji+fnaYVSIrg7FPTXtaNoqonPMyOXm8XD15HF0Y6cZmjWydpH7EAFKFAfYkcWVPL5tqee/vR9GVKZReQEfwOMoS7B1e5sqZWeJPcZ+cnAgQNnUdkHGDMlG3wWEABfTpR/riPihrNvWVLewL4jkyfYAJQUU/Up4e3rErdjgEgXcN0GS6SAmG/UVKL6LfENBQThRCgnbkEnS0AQZAC30gaSJ0xPgTFh80QexqXeb3tgMa7WX0BTQvFRXd4CpPBnVfjVxeaTiVN5cDG/rltEt7Hp3nDgXeKgrcqh0KlP3oDeOqHC+fXcLqapUEGvp7dczdQ4Hss2/dXScjNTRgI/50c7wJ0MBVdcsq55A2NdXWADR8DbMAw3dUqv5FmNiOmvSY9uhlZ0qG8jgjjYDJeG7H1GQv210j+bg+E8Dj+iQ7bk4xykYfYJ5Rdzc7SpbCqok5jjSYYIUJ6QS7p+3q4xSKaANtBcqInekAgVEf+gur0K1YOdIHQ0SnAgnCAAqnA4OMvGHKwyyl9e7+IL0AkG7KqRifRaykOskzSbUkJDhQb7MBesgMI0sraAm8a9Luvd00w1rOOpq3vMh1SFPpDMtPoUsPujGuGOmDkXOgPLzYYxp6AWM9gDAUZwFjk5NcN6DZuDompu0KGdBbj8qW8Kkp4kz7fuogOstY35jhydkpJsoxAH37RgGHw/gixXJDMUGGUor+fiRUbIkuiBlkmWlfX0xqUUZpY568n8iFeiApEWwKHrqpj6YCDughMOOvmgrWLAMekacA4ybjY5vTTf5tD7ct0LCDDaRFge1U7YS9uwTVHRgFGu7RkHtsKF52OkWgUYkH2RrEMa3mcxsdOo8dCrwlFHitdpjtXUVcgYVLkHOfE5cOe9iaS5P1z28h47wlBe9k8hOnQGUymU2rk6ejr326nb9/MCYZhQwPphMsPcTXMDT5J/P2dRLFdJZSrGCjxRkWnRuMF8ajMxAimLWx5SSOhgdQFlw5DLvqdom/E/uVSbmt9RxnjcwwGp6l751D2XFGpU763ZCuwCTjDBZi2XfHDpVkorJoDwodMkyXvsocY7MnwtWiydxhmJHOeJQjpjqspwBJFxjjnCs+/DdN/jw0TDBDRJ4EUq36Ev5Nm0gzY1kq0827LJm0kQC44say9VOn/hVM6zBlgcyFC2mFEif8BT4uxZ2FVh7zrq6FEnj3JdFuMZ2CsPTmIBBx/wqXEDue6AOA9bLfiae69rjsOMomcBAc+A41ToNwOe2C/zwg0LcESaIMZiIEibzwmXdnWHki8eNS38KpJ57Uw7F++royR8lHjVcTjFUzkW4rbePwfytz2wGNdjBQGyjNrgU2HNU5XeLeDQky1NVQqpFz2Va4NlIJC8FaICPvtyJIx69DgZ8kBWzHzTae7TNBg0BCQOEl0PBuW/cuwNDfNPK7MJ4m7z/JsnfSfqsoYK9d3+vNOdbeXd4W/vRtVQsCZqGUAEboagT9XtXvh0PVPxBOyBwFCuHMffGQtWDmpi/TgfERwDAyGnOv4evdAbeHcQ3CALsZWQdTmqtSuGiP+MubI41WO23FpL2SPnktxN4W2FFmNG2vyuBgTT7wI8tLU9PVBZAjUzVQhCMWAChqFHnKhP/7TAUtpgH/ofyxeZZltuJRfsthGVSMNJx0detv4Z9wSKlQLb3Qow8aRRr4dXmKbougsYwU/5A2cMdSTaTpwJnprlDKJB+BSdS7BjMXw0eRsHaLQoi3gP5FXSXSem69wC4AhvmGLk+kL5igzUR9bDtGhorRjkxboJTOEYEHDGnUy/g6NPx8bDO3HdDI8tmgslO2c/USZNjh5tRIdth2wI4C9RMpavTrTJUkNTv3250CtveUVOS0ie3Zdp3PSjl89lswrFd0vLd75Trle4MUgJnZX0fH3RYFj2CidOixp4EMTobhlEnsnSETgu20mJCrKpaSwRZ8QKYNA65RaTsyZvwMKL+kDZqeTF97MJwohmnxTNcao9lWWlEeVysYRx4beVsGE9TUElNArMESyd+MLIdZ1PKEj4yNPGv90ShILkw42XYYIxHMMbhpV9Mqm26uhMBEWavnj/0rnSxnGLISDDgtFW7Wxwt/6yPVlmoXhMTPUlMewoXUIwjE41yWu0IRw9U3VdMzTf8lfzXmUMGNMbwW6cFTxAokAF3igTJBB3dpDSqHmEuK+IzBXSViHJjBYsWJ+dhWKKdgVXAkheudohDA9uIVkYwYl88NEy/OHBYL3vC8DVedZMeZI70cuSXQsKPV2MnqZifslIkbyng3XgIQwzXtPndMhwL/nhSwfbe3yWzz3r0E1LbrBBXeE3TY7vXPsHk3Te0dcydSgPfG+7vJ5LvEWWt9s4i/6dBltDGSZhTqk+xBPhBJMNCKVQz2g7KWFqowvgwr2BsPIaTHL1gDzwEgIiX1J0jRZawwnVg9IpMK8TmxKIxTAcGcCOcAWnAyzwoSIuAso3LULBOMUkb5cWwZS0XAKJtOwUa5CzKixFER6xUJ8qtWRoQnjgy9xq7SGe1p6vRDZaJO3SzinQzwpu6m3Eqd7INS+U5aNTC5WpaqOcIER8bAZ+k9SS/pVOtRIUnG9V7poc306lNKKEyw5lFT9LdOS+HaAgwVnEE/lG6UVEhw3gjxpBvGl+yP7yTARA3jSbfmZvzafyBlMTelY7QtfKw4F/HYvI2XykOFO4Es9W+Z7HsinYZ7+t+WEo3sPJsSDaUTCTJ0zw5XgKEUQ5BhmJR2WMH2Dj0r3bl3KHA7USDbu2Vqtm3tKc0QVNv+fdbdZ+/NuLdTnTplebMUqJ14ZcNyhlYnnn15MAv6NDkQjMAlpQEiAJ7zjFKnZAZ4dbHKQDZTT94MVlEZBRHsD+tIXZ5Bwq1RqG4yuGpqCTLbKhU2MwxBQqReOROPxISxBTCJ5JbSlynFOJ+wMkbTyxxusoVUJVKP8lc/QYKhK9OtrLnGtqzWU7YtwDLdCKpTGvxdNVGlBen4Zu+RMkXw3jI1YzKUWlkeSyc35vyTKG+Gr/4VoBAiAADBMg2tXNUsZ0uvmp6vSxM8LYJLU1JvRY27PzEFEiFJ37JJJfPiLjBp5VrLTxpEqWCD9hESKepCOsyG1dmBaGieZqvkjPCc9lu3QSUWZRKI1vTj9po/tyXQyNLaiQooJK4dq8bONt0d2SlOFmQINjpAIynXud+JFBA45GV797Kte/c7UKrh3Uv3BBrW1eeOuYMpkK8vGEftvK1NvFb9tIQffSH7MVy/gZIkmz30cBLq9LxK8XT8a1DU5KyPkFzA2Lq7PFtDJgdDEqD4H4xBxigDMkH8YjWHI1jyZaMptqsMr8guuLhhuVrMP5hZMNcKBOoI23xkfhVsLFaHRLQH02sx7So9sT5c3iIjAqWhPCwizSf8BQ2m4mVaRkKqF3aTsT7VxJRRK73/voGmdSbdxbTNTfpQFqeogonne7LemoAVYbOUYULKQDJKhMJtqaytqeMjuQAAEMVJREFUgHEL/RroGyQmtVqPmmf4LQbOd+eKEgxBvFe6Y7NsvuMAFXrAP+NdGY9VLzzHuwyi13p0GYfw1kIl3VnOvPFwOg07iRCbFTK8/1mUfl3ZosEa79sQli/aTvjwUyvReqqUua2Ahg0jO0zv2VDsWJtGsGHnK7AQYDjKawcZzfAde4cCdwoFEkA0AYftP5+12/YTZBg+v5k7pY6dct6KArKMamoXXZm5LKGuRlCJkC26eR5gkLVizdYyceFKOXv+BkfFr2WvBBmhy1fpG1W0hF8KMpwG8QCwhdZ8QpVoyEwYh5ORvCHyDf/WfL4u9snqGmBXaTDKlAUMV39kVNydMomSyVJruXXV6F6ZESksxm/ZBTbmESBIt6oA2YrITaZPvfCPqIIhjFKPqgBL/sHcoAoBan2kkKEtcWaY9rzjdZNJd+8CK8oReRsIhooiZS2LbwN7MnPyqKN9w5mvxjwFeNwoW/CyLIbeYXBoAcjw4mcxSMserSGRmOlE+rVu+hneqtdcBQs+6OplGWtYl69GKEGn4Im6eXyv243Hxm+Rh9uWcypu941KQ4CqsabgsVevsLnaHLuusl/KLHomrnpSW0RTFVzD+po/txXQWK6U2ZEmCLGjbR50JsDQz3san+PFpkPn3qHAbU6BbOdZzAQStnf9Emi02zN8536XUUA+gWndKshAbM3Zx9G3uRNmHxs+reVI88tnXyknTp4t73xgiFNBp9HhQajuVAqSXlchuEyySjToF5v9JMwituKOefvKNCpjUsGzMt1gZi1G56oOMo9yLf0YzrhehA5m6Bw/4fznnqP1VNYM5hoJtNiPzNBk1A0Id+PI1JvGfGV7hgBAYQQUNY96123RUE6311a3pCpjyhP8lgQxSgprPao0xrDSVff0l5/EGJ97i0kvgghzMXMnLzRZj3i46WdRIHJT3KUg6kLUjbNabiRLaRYDLJTrkFZAKKigPFFp605dsIe0h6qo2BtlimpZKi9Ag3F8N7YHQY11EWTo01KelQY1dTQ7ZibYvZS4tLVZ3KfZOXb8+kK5cGWcXU83s0EYS+zpk9z3JHY1zbJWcka6N/9Uj9sKaNiJpsmONwGDHW4CCP3S3rxn3IyTz517hwJ3CgWy3ee30HxOu6CjY+5SCix1gVRQ1uKkQx3HBsMAHCjBvT5VN9favmNPOXP0hXLqxWPlhRdPlIf2jDGVzCFjMFJ3hbRLdeOmOZh4Dwy6MrWl9lMZV32W6c23mLjFuKkoPsMzbmKKi69gKT3LLJNb7IONE+Hq703WGG23Eml5L4ZalBZU/wQLrdBxa2GFKJcON5WNwtftsS1Lxkq7ACTd6r0+p3vrHmWwblKitUIDW43qr0xcfRK39PbelighIkzDeYmmsnb+Gn6RD+k02CDxCSNmCIlEbQ2BsIgYgKRFw8WtwCPHSAmbJvOgHsQRUPmWE7RFecjTTNwIrQeQOu0ZKioD96wol650leMnr3Mg25Xy8f/8gQAafexsWgtJWdUT48//W5nbCmgsV9DscNMvO1ufszEn2GgPm/66N+2ZVufeocBbTQHbYXs7bZYh22ozjPb252acjv3Op4Bso5pmjy0rabnLDHhyJOndbaudClm7YWvZu//xMs0OlN/5+hNlx8YHOJHTY9+vE0pggXQCoNHtkZ+eWR6SApmnjKd1J6Smtk1H79VkieJp8WHJP8PddCfczYwS34zbrNpNkZZ7ULXSmlYTDDnTaQ+egULysBS+GTyDNNPMZDKcYZr+4R4OwdIXeUjGy4pVAJb1VhpgJJk5BnrfBICqa1Qs0s/nCIsLhYi68lzLrIMrLd0ALI3voJFHOjfuN6WdxKNcKvO602nEp00ZLnjjol3ANEjTWFMuX+0tL75wvhw9fKVs2/142XfvA7Qjp7mAvExj1T6JNrRobxSgYbXctxXQuFUnnJ1texjdg1BWv2FPt0Z9O9YOBW57CtSPtxaz2Z6b7rd9JToF/DeigF20YMC+nDUc7tyI1KFOo6Ec3NtXpjlsZPOW7WXhkXeXpyculK989VB56JF7OAJ8LRKMCRYITMQuk27ZvTA3yammMj51HExbRsNdq3ITRrVKTZzDj23Dw48QgpwIY7g3aozghRQho2B5FQhJv2XuOe2y6PUmy+BUQa0HzLRlb94X04URN91jma0FlUFDi6BNvAefeQw6LcaulsWyCeB0ciqjxm3STq+bgYRhW2YxDcIsll15lmXJQNydNom0Xxv0ZR61HLUNkaiRW3FVDF1Kd75bxeGBMoMkY4bTes+fmy/PPnu8XLw0VPpWPVw+9NOfKF19AwCMOujpZedSL5ft1n7KurZPdy2V+bYCGm+kM10uTNMt7XlfqmrH1qHAnUeBTju+897Zj1Niu/+mCQkHnXodWLkaCXbXI8hQqsH0CSDD7bsH6fznx1aXzTvvgxd1l6987h/L6a8fL3v3rmcHZY4DH1koQ5wf0o8CcV8ZJgsYQqwqkfnIxAAepBkMED8F4TKM6lKZYtqb5Xt9e9Yn768f46YQRLNswVCbTPamQLd+kEHn9xOYIdK0hk6h8BCMllBBZx5JTho6TVPD6yINBGCaSgmVciNAuN3q57UZ761iWa5QLg0wYUiZ+HKmlmo5nyU3woQUy1U6hncKSICCIqjpkperhVR7nZxG6ZPD4c6dmysvHT2F0ufWsuf+d5f7HnykjKxah9qGh7i5xw+HwHneC+2mnprLm0IPKGm9lPeS7bYCGkvF6tg6FOhQoEOBDgWS/dmJhySDDt5VR14DzJXPtXZDnhldXTbs2Fc+9ImhcvTogXL87LFy6PQRzh85B5+aKIxFGd3LZGA48BkZqmeDKPZ29Bz6BTBUocfSaDztTU4vk2qNkIMBykx1a2eqxvEybPonw8z4eIXJNDOfjCN7SrdW0MVbpplxl2O6uunvPe2mqTJksr5MX/909571yTLjFCbra3iN/umWccKj9dMsp/6Z3mvRwGiWybCWI/PB+iqT4UzTcK8OG4qeAg2ncABQPd1sZy7YMDTRjSnmmkeSsYBUo6t3DMnF9rLt/kfLpm33lNVrNpbRsVWlf2QFB7mNxPYSrvpUTyMV1W2btwIZZLFIbe0d06FAhwIdCnQocBtQIDvuvOeUsWDDDj6PY1jcP6jFNNZu31kGVyPhuLinXLpwqtwYv1KmJ6+zzwZ6Guzu6L5R9aAsIjBsd5rES6Ax75RJLG9NpuVdZpZGuwyyydi069YMx2MY46d/3vVoD5vhMt8M6123dtMsR5bHMO1hM5z3tGfaPjdNu3/mnWXLsFnGN5KmcTJ+ltO7JtOvT0vhMv0sZwKlDJd380/gkvTXzfhNo2wMtwCVIa+J6Y5u9XNiKgUvJBMD7kbsMfbDY6xk2lhWIsEYGVtZhlvnLMXpsK0jELIN2g61Zxtt5tpuT1jX7t557lCgQ4EOBToUuE0oYGfuZefuUn5XnggyHF3mHkLznty6MFj60OUYYOMlD+Ob4bDJWZa8ziIWB0kQp4rlZT9OCQguYl8FRv7VTeaFkTFpYg6hWoNX6y4/0xgkeJtuWBwip4mpCf11b8UxvOa10lz0J4z2DNdItrrjGWmatuG4/Fm085j2xXqkm+HwzDhGjbD8tKepuybLEXZ+FuNr1z/dTDsSxgHzRmiQwV8vzQxnuovlNY981oOHLI+PrfJbfN8tS2NwQjIGyFDvxmXP0aa499Guegc89mCojIwiuRjiMEfubhLYx5LW4cEhpk2UZDBlx5Ugw2w0rwc2OkCj0qnz26FAhwIdCtzWFEigoXTDyw4/9w/ymHWvPgDGDXYOdYQqc5idAXxwZPgUYEPJwzzgRMbjbqGqaWKFS9R76CLI8HRqcSnDtvgVfLMyKvOOMIQ1ZuznQKAIpxeWiOc9/b230r45zRovJTamG3YSSWXQWkY9CNtMc9nymALhCBt5L+bZKrtxYLKvSpNCWedmHZctr2lH/SKFqNNiHXHnP8qpJeu5VI8mDTI/I9R4y9O1Fc7sTJz7TTTAwXLeHNcUl9IM4UWtcRTKrbbcwM39MIAbSDjqvhjqXqjgOTA0XAYGB9icqx7qaDsbAnAMATQEuDl1J9jwSjrVXJf/7QCN5enSce1QoEOBDgXeMgo0GUVmGgwXJtLekftsB98EGhkmRqyofcJGykwfQIOtpGcBGgPcPVbdDbvcvEtFQIXzsjGNLpr6xL0+1kF5m92BeoTFPQbtjXv1ebV7htN/Ofut3PRLEwCC5/a7/unWtLfXI/N5I2m2xzXd9viZZ/NuOE0zbLt/08+w6d+0p1ve9dPkc/u96XeznRfUpGE8ADFoRy5TdfojwAOAohcF4wEkGF6DTpUILACubj3e31935DascZrTJtlWzXc50wEay1Gl49ahQIcCHQrcRhRIIGGRchSZ4KSOLFEQZW+NXhT6+gAYA/3DZQbphbsoCzacVpnlUmoRmzMFeIixeIsjAlHgfrExlkPxNA3rIrNKt2RePrfb291Mrxkm02+6Ne0ZvplXe5rLhc90m/F0az63202n6Zbh29PXXfNGwreHWS79TCsS5We5MM0yZJpNt0yjPW4zzQhfI4EtIiODo5pBXXjnAg2XqvY5hcLUSD/TJAAMQUY/Sp8Ciz6kHX3eASO2t3agYaq3Mh2gcSvqdPw6FOhQoEOB24QCgg3BhZ28xg5fo3tccg44SC8Mw1GokoxZwcYcQAOAMeeW04CNABrEiyWechzn7N10KYbZbOjUBBpm0DF3OAVoH9QgsEgADR4CZAg2sNCcXK7aA5DoYRpFnYz+kG7U6ZVel7XGtEqdKmmCjGyT3m9lOkDjVtTp+HUo0KFAhwJvAQWW66iXc8ui6JeSjdrx+yz4YEpkFgYxANCYZYKEqRKnTNyCfIHLezW5lBUGAQfqjr0Wqo5CiyVlVp37HUyBrjhg7WYhTFQHCUYYQatAFZCKTijtx5OiS+nvZvkqgLUHkNFLGJVFu5F2uF9GAg3jv96USc2ks7w16dC5dyjQoUCHArc9BZrgI4GGbg4oZRDs41XmEFr0IsngH6ABM4DZpPJnSDSilqCLFhNySFvHvDgtyu9ve1J0CvgGKaCsIa8QYBnPTccAEL73bD/eBRF9sRlXXUbtc2zGZVgun2t4U3zjpiPReOO06oTsUKBDgQ4F/l0pYCffNHV0yYZbbrjE1IfHwMMnYnQaSp8CDaZCVP4UQyjVcGfMwBPBdfypJjbuwrrkkj6d+51OAVpGgAqVP3n7GBtJlWoE3GgBCFekuHpJ756WW51e0SFBCfY3aZiO60zIvUmadYJ3KNChQIcCtwUFavddoYH2+TlkEt7DCYDBPVQ+W3cd4iwPSi/zcWlEBOXZu2oaHXO3UqC+XH9dcmsLCBclGa6BxYg91NcRcLjFeCCOQB16GuLHMx2g8ePRrROrQ4EOBToUuL0oAO+oo1WKhV2AoYm7AAO7UyixLDK8cOG/hqohm0+6dMydT4F486Hw26oLG3cJRkOyhZNCsjqJ0nrAB5hRMUYiTxtPmzStldobunWAxhsiUydQhwIdCnQocCdRQHixBCGqVW5RTfWpz4ZLn7xnuM797qCA77slv8CW7SLvelbfdMm7tdduuxCM/Limo6Px41KuE69DgQ4FOhR4CykQo9A3NKqUNeSJo60Cqvzn6JR/p1PC1MeAGZWF4MF/SNVbQTq3u4ACvud4wfniqVOIvnTU89V1bIQMT58rIF0m8Kujv8rl/wc5C4/shuHTtgAAAABJRU5ErkJggg==" alt="" />
YARN架构中的角色
ResourceManager:负责Job的调度、管理,资源的分配、管理的模块。它所管理的单位是Job(更为通用的叫法是Application),不再是具体的Task,因此能比传统的MapReduce支持更大规模的集群
NodeManager:负责执行具体Task的模块。它不再有Slots的概念,取而代之的Container,Task都是通过在NodeManager上启动Container的方式来执行的;
ApplicationMaster:由YARN框架提供的一个Libary,每个用户Application(Job)会对应一个ApplicationMaster,在用户提交Application后,ResourceManager会启动该Application对应的ApplicationMaster, 并把ApplicationMaster的地址反馈给客户端,后续客户端直接跟ApplicationMaster进行交互。ApplicatoinMaster负责向ResourceManager申请执行用户Task所需要的资源,以及管理用户Application中每一个Task的运行情况;
Container:抽象出来的资源集合的概念,它代表由ResouceManage授予给Application的资源,包括CPU、内存等。最终用户Task都是通过Container来执行的;
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