​phpize的安装  

一直想装VLD却一直没装上,因为需要用到phpize,但这个工具大部分机子都没有装,上网搜了一下大部分都是讲phpize的应用没有讲怎么安装。

今天终于搜到了,不过是要在linux机器上,有yum命令就行。phpize是属于php-devel的内容,所以只要运行

yum install php-devel就行。



xhprof安装和使用方法

不对xhprof做介绍,我相信能搜到这篇文章的你一定已经知道了xhprof是干什么的。

安装很简单,先去github上把源代码拉下来,地址在这儿:

git@github.com:facebook/xhprof.git

xhprof文件夹下面应该有这几个文件夹:examples, extension, xhprof_html, xhprof_lib,分别是例子,插件,文档和统计页面,库。另外,在xhprof_html里面有个docs文件夹,里面的index.html是很好的关于xhprof的文档,我就是看的这个。

然后按照以下步骤去做:

cd xhprof/extension
which php-config #记录下php-config的路径,接下来要用。
phpize
./configure --with-php-config=/usr/bin/php-config #此处的地址就是上面你记录下来php-config的地址
make
sudo make install

编译完成安装好之后,还要去修改一下php.ini,在php.ini的最后添加这样一些内容(注意目录权限)

[xhprof]
extension=xhprof.so
;下面的这个地址是用来保存测量记录的目录,在页面输出测量得到的数据的时候,它会自动到这儿来找输出的文件。
xhprof.output_dir=/tmp

然后重启apache使得php.ini生效

sudo apachectl restart

这时候就xhprof就算是装好了。使用起来很简单,在你需要测试的代码的首尾各添加xhprof_enable()和xhprof_disable()就好了。举个例子:

#!/usr/bin/php

xhprof_enable();

foo();


$data = xhprof_disable();
var_dump($data); //此时$data里面保存的数据就是foo()这个函数的运行开销等的数据。 function foo(){
phpinfo();
}

如果需要在页面显示,那也很简单,xhprof下面有一个xhprof_html的文件夹,你需要让这个文件夹能够让你的浏览器通过http服务访问到。我就放在/var/www里面了,这样的话我访问它的路径就是:

http://localhost/xhprof_html/index.php

当然,对应的测试页面也需要修改:

#!/usr/bin/php

xhprof_enable(XHPROF_FLAGS_CPU+XHPROF_FLAGS_MEMORY);//加上这个参数可以使得xhprof显示cpu和内存相关的数据。

foo();//把要测量的函数用xhprof_enable和xhprof_disable包围起来。

$data = xhprof_disable();

//得到统计数据之后,以下的工作就是为页面显示做准备。
$xhprof_root = "/var/www/xhprof";//这里填写的就是你的xhprof的路径 include_once $xhprof_root."/xhprof_lib/utils/xhprof_lib.php";
include_once $xhprof_root."/xhprof_lib/utils/xhprof_runs.php"; $xhprof_runs = new XHprofRuns_Default();
$run_id = $xhprof_runs->save_run($data, "test");//第二个参数在接下来的地方作为命名空间一样的概念来使用 /**************************
访问<xhprof-ui-address>/index.php?run=$run_id&source=test就能够看到一个统计列表了。 1. <xhprof-ui-address>其实就是http://localhost/xhprof_html 2. 你会在/tmp里面找到一个类似这样的文件:50f7ed6689205.test.xhprof,第一个部分就是run_id,当然,程序里面的$run_id跟这个是一样的。
第二个部分的test就是你在save_run里面的第二个参数,第三个部分就是文件后缀不用去管 3. 例子中,要看到统计列表需要访问的地址就是http://localhost/xhpro_html/index.php?run=50f7ed6689205&source=test
**************************/ function foo(){
phpinfo();
}



xhprof安装&&使用

2010年的时候有做过相关的东西,为ECOS框架写了一个相关的APP应用,前段时候要用xhprof来测试一下ECAE上的php的运行效率又重新要安装xhprof

本日志记录下相关的过程,以便以后再次使用到

编译安装

wget http://pecl.php.net/get/xhprof-0.9.2.tgz

tar zxf xhprof-0.9.2.tgz

cd xhprof-0.9.2/extension/

sudo phpize
./configure --with-php-config=/usr/local/php/bin/php-config
sudo make
sudo make install

配置 php.ini

在php.ini里加入

[xhprof]
extension=xhprof.so;
; directory used by default implementation of the iXHProfRuns
; interface (namely, the XHProfRuns_Default class) for storing
; XHProf runs.
;
;xhprof.output_dir=<directory_for_storing_xhprof_runs>
xhprof.output_dir=/tmp/xhprof

注:如果是64位系统需要将xhprof.so文件拷贝到相关的lib64的目录下

将代码加入到要测试的php当中

 1 <?pho
2 // cpu:XHPROF_FLAGS_CPU 内存:XHPROF_FLAGS_MEMORY
3 // 如果两个一起:XHPROF_FLAGS_CPU + XHPROF_FLAGS_MEMORY
4 xhprof_enable(XHPROF_FLAGS_CPU + XHPROF_FLAGS_MEMORY);
5
6 // 要测试的php代码
7
8
9 $data = xhprof_disable(); //返回运行数据
10
11 // xhprof_lib在下载的包里存在这个目录,记得将目录包含到运行的php代码中
12 include_once "xhprof_lib/utils/xhprof_lib.php";
13 include_once "xhprof_lib/utils/xhprof_runs.php";
14
15 $objXhprofRun = new XHProfRuns_Default();
16
17 // 第一个参数j是xhprof_disable()函数返回的运行信息
18 // 第二个参数是自定义的命名空间字符串(任意字符串),
19 // 返回运行ID,用这个ID查看相关的运行结果
20 $run_id = $objXhprofRun->save_run($data, "xhprof");
21 var_dump($run_id);

查看运行结果

将xhprof_lib&&xhprof_html相关目录copy到可以访问到的地址
访问 xxx/xhprof_html/index.php?run=$run_id&source=bluefrog 就可经看到你的php代码运行的相关情况 下面是一些参数说明
Inclusive Time 包括子函数所有执行时间。
Exclusive Time/Self Time 函数执行本身花费的时间,不包括子树执行时间。
Wall Time 花去了的时间或挂钟时间。
CPU Time 用户耗的时间+内核耗的时间
Inclusive CPU 包括子函数一起所占用的CPU
Exclusive CPU 函数自身所占用的CPU

注: 需要使用ctype这个扩展


facebook工具xhprof的安装与使用-分析php执行性能

下载源码包的网址
 
http://pecl.php.net/package/xhprof

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" alt="" style="margin: 0px; padding: 0px;">

上面说了,每个版本适用的php版本。

规划(预先搞清楚思路)

一、这是一个php扩展的形式。我们安装gd2,curl都是php的扩展形式。只不过有的时候编译的时候就安装进去了。
像操作mysql数据库,也是一个mysql.so这样的扩展,安装了扩展,就能调用mysql_query()这些函数。
要操作oracle数据库,也有对应的oracle扩展加到php引擎中去。

现在要把xhprof扩展加到php中去。

很久没使用phpize安装扩展了。我自己忘得差不多了。于是重新去自己的博客找到以前写的文章复习一下。

http://www.cnblogs.com/wangtao_20/archive/2011/03/16/1986508.html

ps:我也在思考,这个东西怎么这么容易忘记。我只知道他的作用。但是完全不记得他的操作步骤。要注意的细节。

看我得想办法以通俗的方式来理解记住它。

二、php.ini需要进行配置的项

[xhprof]
extension=xhprof.so;
; directory used by default implementation of the iXHProfRuns
; interface (namely, the XHProfRuns_Default class) for storing
; XHProf runs.
;
;xhprof.output_dir=<directory_for_storing_xhprof_runs>
;储存 XHProf 运行数据的默认目录
xhprof.output_dir=/tmp/xhprof

三、有了这个扩展后,就能在自己的php代码中调用这个扩展内置的函数来做性能监控了,像下面这样子

xhprof_enable(XHPROF_FLAGS_CPU + XHPROF_FLAGS_MEMORY);

................这里是要被监控的代码块

$data = xhprof_disable();

include_once "xhprof_lib/utils/xhprof_lib.php";  
include_once "xhprof_lib/utils/xhprof_runs.php";  
$objXhprofRun = new XHProfRuns_Default();//数据会保存在php.ini中xhprof.output_dir设置的目录去中 
$run_id = $objXhprofRun->save_run($data, "test");

=====================================================

几个扩展函数如下

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步骤实施

1、先找到我服务器上php的安装目录,phpize一般都是在安装目录中,如下:

/usr/local/php/bin/phpize

2、找出php-config在哪个目录(下面会用到),我的服务器在:

/usr/local/php/bin/php-config

目的:在下面进行编译的时候,会用到这个文件

./configure --with-php-config=/usr/local/php/bin/php-config

3、找到我服务器上php扩展在哪个目录,不确定的话,我觉得去php.ini中也能看到,如下

extension_dir = "/usr/local/php/lib/php/extensions/no-debug-non-zts-20060613/" 这个路径感觉有点长。不用去改了php.ini中的设置,目前我觉得没必要(商业与时间成本,这部分还不是制约因素)。按原来的继续放扩展。

现在知道扩展目录为:/usr/local/php/lib/php/extensions/no-debug-non-zts-20060613/

也就是说,我要把xhprof的源码包解压到这个目录下去(解压后会生成一个新的文件夹)。

那我就要去这个目录下运行phpize(这样方便在这个目录下面生成configure文件),

phpize的特点:在a目录下运行phpize,就会在a目录下生成configure。

得到上面路径,shell命令实践

cd  /usr/local/php/lib/php/extensions/no-debug-non-zts-20060613/

解压下载到的xhprof压缩包(我不是通过wget下载的,我是把这个压缩直接通过ftp上传到no-debug-non-zts-20060613目录中去)。

tar zxf xhprof-0.9.3.tgz               #解压后,里面有个extension文件夹,进入里面去(目的是进入里面去运行phpize),解压后的目录结构如下

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cd xhprof-0.9.3/extension/            #切换到这个扩展的源码目录去

在这个目录下面运行phpize,就会在extension目录下生成一个configure文件(这是phpize的机制)

/usr/local/php/bin/phpize
  
去看一下扩展目录,会发现在extension目录生成了一个configure文件。运行它

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" alt="" width="700" height="427" style="margin: 0px; padding: 0px;">

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./configure --with-php-config=/usr/local/php/bin/php-config #用到了前面找到的php-config文件。

make && make install

make test
======================================

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" alt="" width="617" height="320" style="margin: 0px; padding: 0px;">

运行成功后,会提示生成的xhprof.so文件在哪个位置,提示信息:

Libraries have been installed in:
   /usr/local/php/lib/php/extensions/no-debug-non-zts-20060613/xhprof-0.9.3/extension/modules

这个目录下已经存在一个文件:
/usr/local/php/lib/php/extensions/no-debug-non-zts-20060613/xhprof.so

刚才生成了xhprof.so这个模块文件,现在要在php.ini中加载刚才生成xhprof.so模块才能生效:

[xhprof]
extension=xhprof.so;
; directory used by default implementation of the iXHProfRuns
; interface (namely, the XHProfRuns_Default class) for storing
; XHProf runs.
;
;xhprof.output_dir=<directory_for_storing_xhprof_runs>
xhprof.output_dir=/tmp/xhprof

平滑重新加载php.ini文件:/usr/local/php/sbin/php-fpm reload
提示:

Reload service php-fpm  done

说明成功。

现在去phpinfo中看xhprof扩展是否加载成功了

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alt="" style="margin: 0px; padding: 0px;">

安装作图工具(选填,可以后续再安装)

yum install -y graphviz

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工具的使用实践

================================================

index.php中的代码:

<?php
error_reporting(-1);

xhprof_enable(XHPROF_FLAGS_CPU + XHPROF_FLAGS_MEMORY);
 
$begin_time = microtime_float();

///////////////统计执行速度代码
$end_time = microtime_float();

$exec_time  = $end_time-$begin_time;

//@save_stat($exec_time);

for($i=0;$i<10;$i++){

for($j=0;$j<10;$j++){

}

}

$data = xhprof_disable();

include_once "xhprof_lib/utils/xhprof_lib.php";//从源码包中拷贝xhprof_lib这个文件夹过来直接可以调用
include_once "xhprof_lib/utils/xhprof_runs.php";  
$objXhprofRun = new XHProfRuns_Default();//数据会保存在php.ini中xhprof.output_dir设置的目录去中 
$run_id = $objXhprofRun->save_run($data, "test");
//第二个参数是定义文件名称。名称如果为"xhprof",则在xhprof.output_dir设置的目录生成的文件:522ab85f40229.xhprof.xhprof。
//格式为:"id标识.组名称.xhprof",id标识就是$run_id得到的结果。

//id标识是每次运行的时候就生成一个新的标识,也就是生成一个新的文件,记录每次运行的数据

var_dump($run_id);

echo "http://www.xxxx.com/xhprof_html/index.php?run={$run_id}&source=test\n";//source的值必须是save_run中指定的名称。这个其实就是根据编号和名称才能定位到对应的文件"522ab85f40229.xhprof.xhprof"

//将这个地址输出来,是为了直接可以去查看分析结果。

function save_stat($time)
{
    static $call_count=1;
    $call_limit = 10;
    if(!$time) return ;
        $date = date("Y-m-d");//暂时按照天来生成文件。方便查阅
    $exec_stat_file = './exec_stat'.DIRECTORY_SEPARATOR."exec_stat_file-".$date.".txt";
    $fp = fopen($exec_stat_file,'ab');
    if(flock($fp,LOCK_EX))
    {
        $s = 'access:'.date("Y-m-d H:i:s").',execute time:'.$time.'s,request_url:http://'.$_SERVER['HTTP_HOST'].$_SERVER['REQUEST_URI']."||".PHP_EOL;
        fwrite($fp,$s);
        flock($fp,LOCK_UN);
    }else{
        usleep(1000);
        if($call_count<$call_limit)
        {
            $call_count++;
            save_stat($time);
        }
    }

    @fcolse($fp);
    //var_dump($fp);

}
function microtime_float()
{
    list($usec, $sec) = explode(" ", microtime());
    return ((float)$usec + (float)$sec);
}
?>

加粗的黑体,就是分析用到的代码。

其中用到了源码包中的xhprof_lib中的代码,代码中"XHProfRuns_Default"这个类就是里面的。

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" alt="" width="934" height="185" style="margin: 0px; padding: 0px;">

生成了分析结果后,现在可以去使用源码包中提供的web版的工具查看了。

xhprof_html这个文件夹随便放到哪里,只要放到能够通过web访问的目录下即可,不过这个里面会用到xhprof_lib中的类,所以还是一起复制过去,跟源码包中保持一样的结构才好。xhprof_html与xhprof_lib要保持平行

我这里,这个工具的访问方式是:http://www.xxxx.com/xhprof_html/index.php?run=xxx&source=xxx\n

source的值必须是save_run中指定的名称。这个其实就是根据编号和名称才能定位到对应的文件"522ab85f40229.xhprof.xhprof"

访问看到的结果如下

aaarticlea/png;base64,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" 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Jl0xD5L0tA+FzUyVkwGl5u0WKn009/9JVXjj34YDNx6W271zL7YTMVnRNXVVUl87Z5ap0lZ6DFbJegSXuDN5owLxsvHAQ1553KB3pJoSQJGpg0LcvYzLGucyDgqrd9kn69Hhw9VCJunEI6lp5QmSMSIzGfbmF8Q5ZgyIWhWQoxZ8mSsePGPTF48NaPPdZt1arOUM8TDF68bDxx/tGS0vTDyjieBOOrqxcce+xRgwb1POmkHRs3xmyvZev2rGl2yzIgzHoKSmyRYNDIXGnca4ErKSskxLi5zOHnzcFa4kWYSfSTi/V5fYFOF5CuC+kVB6T9WPH1Kbb6wOtB9FDpegrRYHbzD61fTYwYqmSLyW9wCYYkkdnk8ddeGzd8+CcjRrSbNasvtGJNBkPoN7b24mWDSPb/q47cBL1td6yyHz6AkTC1ZcsWp59+Ur9+Rx94oLksiqIgCLTFsMVYD61atXIYbCdBDwU/TlagNCLLEYtmBpgza4MXDijq1vQZCQoIlIbpms0iRTMHdR0kLV4Pjh7Wg92gn5kSkRUJoshjbO7rKeogGL5Ytmzsgw9OGTy46aOPdl2xojM08ASDFy8bSrJ0wrpKKfpheRxPggn16y867rhjBg3qeeKJ2zVsyBZKPzh1piX6rtHIXOmc1/spGADLgta64oVxlGWjJqfSs/bRsRkGTqRARqJ9fYkySDKgjFA/i9eDo4dK60yjLClUoQnJv4hVwqcuQ7GZxikcc8EhGJ56880HRoz4eNiw/T74oC+0xRMMXrx841K5oVBKStEP02EkvNmq1a5nnNHj9NM77refuSxLP7DZGhCSF6mncRHhz2Ob+S/1j+PMDg6xSgYsDy8E5LKQjEJKI7ryks4E1AU5JPFQwgfOCgIULe/14OihovoNhm/QVax1OWv98IHdIkxKZ2x2dZ80m5QkSRRFYRCEuRzw5fLlD06YMPnOOxtOntx12bIu0ChNMPiNrb14WV+yTnGH9SJ6225NPyyN44kwoWHDZZ07dxo06MSuXZs3aADEURQnSS6Xc1job3iY61latWrlnMl6pbGqW+ygC5lFhuZkeXiR5cw1ny9X6kQEKekoQOicl0co6nmTTmD0etB6qIRvWJ3rISmmji+uOxNzbH3lZG5gMV8exuSMIrNEAnj27bfH3nvvrOHD95k27XLYmzVLJEIVkki8xeDFS7nyzdEJ6zQA06/5pzbeWaMgOCUMT1m27J2xY0eNHXteTU3Lfv16nnba4fvsYy4ziy/M5CtzyOYiRalsfV5z73JBNjouEXcs8V4GXuRV2SXpUcZGpho0NksRC9tSZ0kKNTpYGNqiTDrZ0OuhqB4qkTV5kbLcsyiXoi0a0cVmEafQZaGjOA6TJMzngXkrVjz0yCOTBw+umjix65Ilx0NjQzAkCTYk4QkGL17KkA1PJ6yruPRDEOSCAFgSx4/AhMaNa7t06TRoUPfjj9+mfn0gLhTiIMitS+HqTUGcOAXp5D5hvAV+yKw7yKYCUC5exGodoICfNE6xjaAcr1oyA/SfcoE8tbj7OkvR68HRQ6VxCs3A6JEJqVB0/w9gE19PIRqUGgzmzxfee+/+kSM/uOeevd59txccQPEMBrzF4MXL2slGpxPKE2ffLJ398DrcB+/ttVer/v1P7tv30D33NJfp2g9s8tZDq1atBDb0NI71elEFi7D+qPZcBcnEYS0bL1Bsf5XdeFrv8agLJQkRrh0/XWg5C4eaSKDYkkuvB62H9ZAX6Yi2bhwzSsumaTc4BpfsO7Vg5crxkydPGjw4mDDh+MWLu0LTNMEgsknPBF68bAKymRoKpcRdfGHph0VxPAEeadIk7tq1y6BB3Tp12rpePTbItt3rRbTdoJFDLtBOtlApGjuFk68jPL2WeOGEBowIAUB6/aHTvtOOEwVA4boekm7Q68HRw3rYR1uPL1bppuafwdG1cDWbWpyiFMHwyowZ/xs5cvqwYTVvvnkKHATkciSJs7H1pvh/78VLxRJUjOubftxhfYlefLF62+4gIIpehf/BtP32a3vGGaf07Xtwmzbmsk2cfnDyInVonBLFi8SflvMCh6i6xdLm2uNFbJcOCs8v6nISCDSo150MKHfpvmRgZGoweD2IVMo36ICNTh4mXcUCtZ7EHG8i9RtKEQwLV616+LHHHhk8OH7ooeMXLeoKW3uCwcu3SXQl5vJuLO/2zV1K0Q8LDP3QtGnYvfvxgwadcOyxW1VXswnTD6ZeZN6uLRSci0sUL5KovEYgrDsbqq2VysALPTCBase5J1N4QGAvTG8IiVq8ENp1Cvl0BQUn6OD1oPVQ0X6YNTU1zl7dRWM2EmgRSyeKoo3ON2iCQb8Br8+add+99743fHibqVN7wiGkCAbzz+3XR3jZskW/3nUD/7eHTlhXkVkiTtMPL8JYmNGu3Z79+p162mkHtGxprjez5aZDP5i6TxoCyeTek9mAUbDAIcZR5QTKwItYrTLIFyu4ZA4cJ1s+dXxoHS/Q9LsgsYP6Xg+OHiqNU+gFo1q5KDPHUbH5c2PxDaUIhsW1tY88/vjDQ4asGjeu84IFJ0KzIMB8c0mS80skvHxrpG5T4FtOJ6yr6MUXEYSGWojj+UnyIEzaeuvqk0464ayzjj/66CZVVWxK9IPJb3AC6oX0Gr/sxE7Gr9VwVTZeUIxIdw4K6WrKhXSmYVgityBvyx7otQly3ql84PVgTlZkNxi+QRShKRoZilhMqNwKNkZeZCmC4e1PPhl9771vDRvW6uWXe0J7wFZt8gSDl2+VrM1L7g2F8qQI/QDE8XMwFj74znf2PeOM3qedtk+LFub6jU4/mPyGUKXuZ5EstvWODOSgiiFKuF12SNLFE9cVL4zI9Xo8YTqtT0R8dB0gkGGQce51FoLUftYkv9eD6GH98A1OpEfGp6MvmnvJ5XIbrF5kKYJhSW3txKeeenjIkOVjxx43f/5JsG0JggFvNGwpkmS+1nWyCIveTp0tJOkrS3W69i0nmeNwPTFhX/sUXioU5/vV9MNXSTIOHm3WrEHPniecdVaXjh0bb2z6QfMNpNfsFQ3YO3w41t+N00l/5eGF7M0okXhdpNnBcjk2eYhypcCwhABQkXunrmL2t9fD+uEb9H6Y2v4SDTqfism2AfIbtLngEAzTZs8ede+9bwwfvvvzz/eADrgEgzcX1qMIpBXWDn4CyK/vkJCT6B5Dfh0bd/YpCCGGoM4i4k51oCR9V1ay1wTFzA7UI6xHqVsb3m5Yv6JnGId+eBoegA8PO2z/fv36nHZazU47mSsd+oFv3oAQuyGbl6dj5ChE1IWtTJhcoNQJva8rXmQjArpH56T8mcVy0isgsrdrzp90UMDrQfRQUV6krMPUKRWaY9FqIh25+ebiFLrGhSYYlkXRpKefnnDXXYvHjDlm3ryesF2aYNDiLYZNX5IMsq7TtxZbG/Fr75JrInDeE4PxdXvqceauSJkFgR1J9kZsy4k6iJTFMAsS2GO9mlmlGvGmw3oXR6WafvgiScbClG22adKrV9czz+zcoUPDXA5FP2yA0pM1NTUyY6MKFzobMaBC5uJYk9kOCuXmloEX5oxs0KA5eYfGL9panN58waH09XoECTpITEH2jPB6kJFUyjeIMSLj0NQH6eJZevTrnW+og2B4f+7cUaNGTR02bNdnnjkJjiJFMPgij9+oyLdyA7wPi2EVBFAFTQFYBLWQQDU0gRq4aO3wGAu6wdfZDTKGmfAePAsvwXDYai3sBrFODPy/DkMBqIXjoIfd6ChQv3WP5q7H4AHIQwS94QhlOgh7cS9MhQSWwXHQK9OyPOlMuBVmQ2voAF3WQl1lS9mrMb2svThkkqYfnoBx8PERR7Q744w+ffq03mEHc9kGoB/atGmjo93aPS0aAieNVahSAXJN2XihIzXOp3pIpD11QVPJLUDtv6DrP0q/8pjaGvB6cPQwffr09VBnWp4qn97k2yE69NOux/UUpQiGFXE8+dlnH7r77oWjRx/15ZenwPZALpfEceQJhg0lAn6tYBb0hH2gPrwN9wLQD/aElfAujIEaeDe9h1BWtP+99ql8BRgLI2AkAAtgqxK+fvZ2A///gZ/DH+BkeAd+CkfDzRAViz6s5p/hCrgTboHD4Rk4F34GF0Nkn3EO9IU8/B5aw2twPnSEO6z2QjXOa+AGOA1+BnutxbN72VwkSz/kgiAIQ6JoLtwPTzRvvlXv3t0HDux0+OH1jefzTdIPZn+KWFUjMOd1tDtW+0CSJs8lQ1APr2y8QKGsrp5EBimLPotGXGfM8mchnWaoO/V6cPRQqd3g7OeBsp6cAImzbUblcQrdGhBFUT6XIwiAWV9+Ofq++14eOnTnJ588EY6BwBMMG0mEGGgLl8D/2fPPQ0cAXoR29uRt8Dd4u1iGoD7WBMB0aAAtVNwhe6U5MFGG+bAD1IdPoOna8Q2m5ZfhELgRzrMfzYC28Fe40PIHukcTUPgv9IPH4Bjb1zjoAeOhK9RCDk6GcTAHdrAtPwVHwljoAQXLTCyCfjAe7oeegDJNSiVYFM2QKKocv2Jo05FS9EMSx1PgQfjsyCO/M2BA71NPbdm8OUCSFKIol0u5QpUbEMZuyJLwApPO7s8oft7xlQULysaLQnoxodD7FFvuKLc4jn72yuz+T1oDGn29HrQe1k+d6WwcRdgPp/ilSCV2Q6klErUw6bnnHrr77nmjRnX4/PNesBNr9p3S/1V+itxgYkB3GRwPD0JjWAlVMMGC38NwLNRCPVgIvWAiVFkki2w7BiCFtDfnI+gI18MRNqESmwQgIktjzM982AmqYLblG0wIQJIlHQQVA6UzvABzoJ59rio4BSbCx9DMZjXKUwOroA3sAC9DrTVrQrPfOrwB1fAR7A4t4EMFGCtgK7gQrre2RQSnwHgYA6dYHWYtYMdnFcMCqxPzZ5jWUpgxuSLVWljaNPHyjYr+NiPW7Js1G8bA09tvv02fPt0HDuzcvn2VuWa9Lr6oqalxVhUKHDo1iBy+XbL5NMJpN7cMvBBx0gLkYh0RCG31AiGh5Ra9g5SOOKB88azj7vXg6KGS/TDd9R6abDHnkySRjvXj6VGuvRQlGIyV/dH8+WPGjHnu7rt3evzxk5PkWGuhR3EcRFGgEtP8xLeBRZzaX9mEhiqoUsl9OTCzXghbw2UWy42/7vzTRJa0N1/oj+FFqLEtYM0U5y4n/TBR2QCBHUOpN8T09T48Bt2hoRpDDCfA/XAf/NBGK4QLycMT8CkMsBrIQS0E0AVuhufgSFgKIXwJL8JhsAKq4QuIYEfbWg7+CONhIJwCMdSzA8il0cUZvFgMubROsmfEWiqqwGzLXjaAaFswB0mSJFGUwE5h+BP4v88/f+yWWx669da7jj66/cCBvXr12q1ZM0jRDzJnlmFAaNjToW7xgEOVYCF+qiBrbJcYoAoQmYvLwAu5BgulcrFBQcFXB+FQyxycTSV0myhUymd2sfJ6cPRABZKXJzctOpEeoVzMsHR5CodS+1pxCQbI5XL5fD6CSS+8MP6ee74YOfLQ2bOvhxZYgiGOc8r/87PexhKj+YbQLQ3YzgVyvhtgcXc5jIKPYBk0gN6wt3XlZ8P5MAoCuAa2hx/CrpbbGA6fwlI4CE5PE/KkB2Cg91l4Hn4ITYrxDQk8BTEcpHgLM2CTYfAo/EitzkjsjY8CZrP1NJNxIACPw5GwKxwAU+EieAC2BeA62Ar6QwzV8DFcB9VwNQDLoL6FdonO6K6B5bACpsMLcB58BUNgOuwG/WE3WAl3w8uwPZwJrVUuxRIYBQthBSyDjtC5xHfnZQOITk1dbZjGsaEfOodh5yj6ZMqU0VOmXH7FFdv17dutf//Ohx5qJnoJq6OSwNa+X+09x5kqRmZ6N+eDINDsvcCq7PIs0FU2XjgesBw7hRDE2zYns76+0ADSV2x3mta5BToLweshq4e1f4uysrohbeAUCgUT7wmCQIZlMF6r1WEOSklixfwZGeYgl8vlcp8uXHjzkCFndu48vkOH7jfeOHj27AvCsEUYRhBFUZIk4jD5yW7jioCoUN9Fv3s5WbAO/donAI4AACAASURBVHPQ3qZS9oCZsD9camfPlXAS7AoJ7AC7WBz9CA6HcdAH9oWBcJotHZE1GoAQFkEPuMiiciF9gRnYqwDsYk8G9mdHAN6yHrx0YTISpgKwc/olDGBnAN6AABrDTdAEnoUT4E24CcbBg7ATFCCA+2Ax1MDD0AV2h+1gILyu6j1odEngM7gCjoCL4V9wIUyD9+CX0B0mwdnwAnwOV0MnmGtb+Bg6wzw4AQ6CW+CfgA15eNmIor/lPCRJEkVRBC3C8IIwHDx7dvcbbxzfocOZnTvfPGTIpwsXmqkysAYEmRm1bhH8w3q6xp01FLeBGQMhuhZhEAQGh8zFcRwb1JSmysYLuUBnDNTW1pqRyElBWdO7htgwXZPRnDGxBtOXhvOqqqp8Pq/tAK8HPeyyJVUIQuwvoyYdcREyR+pVOWkXWSlFMCQw+eWXHxo2bM6IEd/99NM/wG4UJxh8ntcmIgKldYeKNKyGMAOOgwvg1/Z8e9ga/gTAH6EltIQ/AvB92M3aJZfB63Aj7AP7wEgYBRfBETbDwJEE6kF7eMLSAFk6JIBPAdgqQ12YyMtsWAkNMo/zqbpG++tbqU9roSPcDz+El+FQ2AVeh22g1hpDU+yVq+C3UID/wBB4GB6BA9WqTiCECNrAz+BWaAgB3AJNADgVxsAv4B6bZvEruBZGwPkQwG9gNvwMgL1gLNyu7CQvG1108GJ13C2OI6gKguPD8PhC4aPJk0dNnvzzXXbZ8fTTu59xRqfvfKc8+iG06/GM96k9XeOwmr0M9KbSxlWVFpyQv4Tzy8MLJ5YvjRsvWS8BEOafdEKiBlph4I2Lr1dRyoDFCPB6cPRQx2vztbKGD0FVwyhqEzjDLfW+ZjMYcjaoMXvx4vvHjn1qyJBtpkzpXlt7HFTbDAaiyERkferWFiAGX6+E5XadgkyRv4ah8CcYCPtCbG2F+bCzxc5G0AiaWAK/OQQwCw63PHxW6sH/4EtLHhQ1p1cCUA2kJ26TV7E8nYmJIkXqvgvIwUo4Fv4MvWE5zIZz4a+wo/XyTUn230Nv2/5R0BBuhV/CONWvRENiaGh7Pwew0Y2O8D84GvaGxdAA2kEAL9uxfQbzLdkD7A89LJsS+3+uTUY0vYSlH+IoAnYLw5/Bqk8/ffQvfxl7002Djzmm41lnndyz505NmmCMjDhem+wHOanz8M0ZgyKyis9M/gI2gpqCXtJC2XhhOpJh6Av03pIyAN2yTj+MrWg+X4YqKCswadY6ej04esgOde0lL12a/TwkapJXtS+EKqmDY9CPKnkcwtI89uqrD/73v5+NGHHQhx9eA3uwhmAIPcGwZUkCeZgPD0Nz2Db9/W4NnWA4PAT7Kg9bUvwCuBF+bemHSbaSUm1pdzmwne5YZy2HRnYMjhhzoX6mIqQRg9xx5l65yxwbw+Xn8D94BG6B/8I7MBZ2g1pYAEA7G0MxyR/nwp3wOHwAbSy0i9Eg+ZIJLIWGNoxikiEK9hpZW7HQ6qc3TIDj4RI4D5rZZS/4/69NUrL0gwGr6iDoGoZda2tnTpw4auLEi3fffefTTz/xe9879qCD8pZUx9YBLGpAiEcr1QzNHB6regNYcJLwvKCReORCdwvNXgZeOMBmoEty9MQjx4K6HpskFgRBYIYtaK1vkWEYl9oEGnT1Za8H58UoT9bwHrFauSG2mIxbRiYqk9dUv68mXBcGgbGF5y5Z8sCDDz4+ZEjTRx/tvnJlJ6jvCYbNX+qOrJrY/AKYBztYoj6x6RGBpdY/TTclr0EMDWA3GAYT4RjYGabW+YYk6bxCSuRFtgBgceYRlgCwI9RLpyUaaQGvwVI7PGnZtGOyHKpgPPSCa+FkOBlq4BfwGvSBx6GeXfkJ5NVaktbQCt6Gz6B16cRPrIHlWE5hMVtqFXwfpsOf4CoYBldBP7tCpKJsKC/fpDi5k5p+2CMMfw4rPvxw8p/+NOrvf//PcccdfdZZPU48cYfGjYE4iuIkyeVyZgbW8QtxCzWdjgJIh6+WyVwgwIFMKsALcZFNCyaTIFTVEXSDTlOSMChrKU0qgOYGCnaxgEF9CRmY6L7Xg6MHKpA1ppDoTqwbSQ01HxnyIBu8MS+oQzA88frr40aM+GT48ANmzrwS2uIJhi1QksyBkcAWDFgEn9o8f4HkRjaXkMy3b7zwz+EsWAZDoCVMBtKAJ154tt+iYs6bylRzMismvgBgX1tiQSwPM+YD4UGYq7ozB3MB2A8SWAw/gQZwNkQQwwWQgwvgRRgNA6AFzIKF6Xbq2zyJuk2xdcpLCOyaz07we3gCzoBn4G9pu8fLJiul6If6QXBiGJ64cuX08eNHjx9/0R57tOjX76TTTz/qgAPMZTIJo7LoDbUuaZUoHhu1ii8MQ73JgnjJGmgdxF1XvHDc7liF28N0lp/E/gVEBZ5zuVycXikgzL9BStmDSnx9qYzk9VBUD2VIiGJLjMR2yYfpRpIzi1axWL10xCaVfLF06Z2jR5/Zo8fw9u07XnvtHTNnXhaGbdUSCZ2v7rO0NlOp+1sz4NQcamA5vK4w2LACiyCBwzIvQGLjEf1gAtwFLaHWEvtJ2lBIMj3GpdcLmI4OgxDeVO+e8QWmA3CUbURA3dx4JADv2JNicLwN2E8/g1mwPTSzUYMIzoUDIYRXIYFDIICZihcJ7PMC29b575C1kEpdZsb8AtTC8fAoDIOd4B/wuB2Yl81C9AwZ2NoPZvFF2zC8LAzvmDmz47XXDm/f/swePe4cPfqLpUvNJBxHkUmql6YMjElSvcYtcbgNrjg+q5n2zY0Gb6gAL/RBNjnAtC+7RWNj/7lcTofzZXgSwq+trZWgg+nUPLs06/VQVA+lXry1kdVGlnk8w3EZg0tCO1EUmZHlbcKn5HEYAyeXy4W53DNvvnnZVVed367dZ336XD5u3K3Ll/fM5RoEQSGOY8UxeHNhsxYB7ziz1rFgYTiACBpBfwBG26/eXB/CRNgVOqdh3kBpNbwNj0JL2AYKUGUp/dDOnpHCXbEVAhXppxjJH0ErOAweTa8mDWAK5OBU1YgcJHAUbAuTbZvyjJOgBXSAAOrbmhNL0o3vCTE0gwBOgQQm2VWX5oKVMAdaQdt0kCWxfYl+5EkF+AOrikhdZhJL/wVzYJU1wgZDYGtZro394WWTEj1nmok0juNCHDcIgp653K3Ll18+btxnffqc367dZVdd9cybb4a5nHF5TVS7YEWzEfn0MkIsbsU28K8pd7O2MLarEMvGC3OQtzn15iPx6Q1gJ7YGounasNqCr4KI5qMwsy7AIK4ZleO7ez04eqjglWQ19RGrpE1jMcU2pUJGZj7VsQlz1xNPPXXmKafc1b59+6uvvn3GjF+F4d6lCQYvm7WIl1wNeVhh8bUAeai24Bdarv5IGAbjVX3J++AFuMsWbQygOQBvwRKYokpCPQ15mAjPQA4WQy0shBw0shNoU8thxHAddILXgIxXHdgciGtgNoyzNkE1zIPBcAnsaBd53gEHwT0QQC00hN/CZJgGVawuTf0SvAx/gPpQgF2hE3xhh2qC0yG8CAH0ggSOhG5wO8yFapviMBU+gSugngqRBGrA5knz6pFzUK2sKHOmAYRQbc98CHdAtU3bNPklHexX42UzlVL0w95h+KswvH3GjPZXX31X+/ZnnnLKE089hfWe81ZiVYOIzCJ+jXnYiHPB1jZI7K4NVIAXElyXVQP5fF7qB5rbBVyNw20GUFDLFM1vPQDh8M3TmSoIAo3y2+vB0cO6v4BKS3vssYdYWHm7SqTobhn6NvPRu++8E+ZyfXv1Out//zuJNbtIhMpE8LbCliTio78Hr8Hv4Q0ADoLLYH/YS5H5ISyCn8N4OB3aw7vwFFwGR6udJIfDQMjD0fAr6ABHwbOQhxroCsvhVqgPneEWmAv3wvUAXAM94QBYANtBAc6G26BWVa1Gue85uBZuhLugPXwE58C2MNrifQAHw1Q4HJ5W7MIPrblTA29Cf+gBf7e+vtma62T4EobCobAAroMh8E8YBAXIwRfQDSK4A9rCDDgLjoGb0sUbhNR5G+6AvwPwFzgJdoYX4HJ4HnaCW6ELvAVXwgTYAW6Do6E3TIYfQVeYC3fBOfCDTHUpL5u1aK4uZs3OF+NgyCmnjBwzJo6ivfbeW/uacq8gjUEmnWnvXCzBewnDl40XBVX5QILx8qlsExWnMw0FC/VGlPn0lhD6ifSfek2j14Ojh0r2tcqLysLMEk8zULGJ9GPoB2jepEm7MIzCMC4U8n4XiS1dAuvuNIAbbGGDlZZ7kC/dUA5N4V8wHV6BpXAEXGZjDeL4ngFt4VM40CzQhfvgLzAdToAfwzyohVq4CHaFL+AYOBGwG0OYjq6DR+F8ILOiUjjeCH4Jh8J9MAGWwFlwjsp1COA38A+4JO393wn/hduhISyG66G3XZ5g7q2BZ2EI3A4PQQRbw2s2VGHoje3hSbgN/grbQwB/gJNUO4nq1BAJXeBUSGCJPZODq6E+1FrjLAcXwuU2VSKAP8EC+BIWwtYwDFqlTRMvW4CIlSn0QyGKwny+XRw/2KSJgTFzpabHJQxvUueKBuAdzJNEPKHKy8MLodN1QWUNw7odBw4xD6hAURIVdbqAOZB7nWJCXg9aD1QgwR577GEew6nX7aSNOOMzdtaMGTPCMDx7wICf33NP21wuiSLvzXwbpI6c/CQ9ncXWHdcSpc/oxYFZhzip8891HXOi1kDWMezsySTD8MtQ5UmLhgD0wxa9xmknO6T1IjIMv55iS5XVXGAuNz2Kru/f/99Dh8ZxvNdee8kF4lKjcvjFYRV4i9UeTllHFgt7ZeCFdpo1HGpOXvh8XQFJR/r1mMWZzm77pAeTdfq9HoDp06eXzTekqkaYkExelcXI29xRVECoUCjkcrmqqirtG8mxly1YEgWThcyPLLZMFBCG6uLIAnCifkx+X0EhqL7edKrb111HKsdQGqFY9l+gFrZFdiSmqST9aFHmWbDnJTNRL9ckrRPdstRx0jop2HbidDvaXskqWfdeSOszzpyJMt+LU9/Cy5YnpWZjneInKfc6ky5vdzco2Mx8E2s3M7+53aRYotL+WXe8kE7jdLEByRl01hOKl6zhXHj+gqqXIGAc2m0t5WIsdno9OHqoRNYwG9l9OcWcyavdvvNqJWiFfXvZ7ESHIUpl2GVTW742Hc8hALKN5+v8NNtIUXSUkzqUlm2qVDu5Yhc47YcljrXkS5zPdlr0SbO9Z59i3Xaq9bLlisny07S8fCQpdZoYl1y/fD5vtmwI7V4YGp/Kw4u8yhM0TRkYjqJIM+fOIB32vqC2V4jtygUd5hec1u14PWT18HXvTl2yxhiRA51Nap68UCiYVSWotEw9Gi9evHjxsqmJuKrayzQxftSEr3MGja9sfG6Tkx/HsbO7tFzMuuCFdKoDAQVVeck0q3Hdof011gJVVVWBrU0sDWaNA/HgvR60HqhAihAmod2l25w3a0ClEKR8WmHHXrx48eJlw0heLdKTP7XPahDRoJcufCTEuPjTVIYXsZUwDJ0kf3G+HTI7b8sFaajO29oJOnsAhc0Cn06M3+uBTK7DuspqFTi0iRmchENCtTWnw5Z48eLFi5dNVvJ2EYH2O7V3a8ogJnY3SNTiPSxpb9L+BTLLwwsNXTqrQJA1tlswaAzO23rPkpRgRJo1rIB0p2sbBEFg7ACvh6weynmZrKzJBBHOJFTVMWVbMKz9YsgQn9zgxYsXL5u4xHa7bdJL+fWC/uzWiBKYlwlfu9eV4IVkAMSqilHBriDQiQWkGfuCXetomH/TqezjZT6SrDvpBbUBpteDo4dKJLXgREwSMVuMaRPHseSUmuQLzzd48eLFyyYummw3AXsTqpd1feYy7eya84ndIUl2axQXthK80FgoiKt9aHM+n8+b7RjMogAZp2ysYNoRgDSoqasxCoLKSLweHD1UImFsN+ySQetUkbwVszDUnNTD8uLFixcvm6YYD1XwxnjDBupiu/ej8NuCYajguqCjgZxK8EJSBKQ7SSzQSIwCSL1to17EZ5zsWO1XaS6QHALNIkhAwevB0UPZsmZtiTy2dGmukPSNvF0wqmt0e/HixYuXTVPMvC1TusChxOmzyXQGugytbUBBVwKgAryQBL28ze/D0vjZsoyydxQ2+aCgFibENvGQdLpAQaUN6hwCr4esHiqRNcml8gxJZhdROXYCLRX27WUTFylVpEXObLIVhJL0IH2xoy1Jsl8u/vutU5yJWhL6DBRJeSIptyyJgdrZdcCMcvHCBP4FRx1gy9tERd2dgdXEbu0og5fSCLo7kx8g9aE1dno9FNVDebLaFJJhGbNLskWyu4CHmdWrXqRoYJT5KFBFeKI0Boe2dqEDzFLtp2iDOVsiMCu6VJycKU/0vBynH0F2UpBhl3oNnbJFG2Byzw47SWs4Zysnain6vWCb8rJJSaBMB18H82slr0oP6aw6I8YBley5vCpYhEUBA2CCYZXghaQLGCmk0wDJmDhmMIYS0HmFejAyZoORkiVgLpDdH7wesnoo950CKV6nrZ7Y7u2Nfe2MdmQzD28xOKIrvNYhRbVWhyrraLCOjFgH2subT3URZbOH9SpoajeZdJqtcu8uOZ5vdHJPMsNeAfUzGs4Ow7/N613WL+Xj8F4BrIR6alsQbzqUEgFI2SVBdlqSyVzz3npu19im1x1QLl5II0Ldm/NxuoKhvkugWraIlEHqPMdCemWBtGCgvaCWU3o9iB6+9uWpQ/J5tdmGqEyepGCLZusbKulvixSzl8FHMBoWQWM1ke0Cp0MItTACPoM8LIH6sC90hsHwpd1V0uxW0A5OAGAmjIHl9tNV0AB6w8fwFGD96cWQQDXsB0fC9nZIWcd67UUYlBDugLnwJLwFP4BLoZ6ChE9hhBrkMrt9w7bQHg6BasuOfKOmgzYazLD/Bc2hBwyG2dAQEvge7Ga/LyMRjIKZdmuMAuwLJ9tPPRSVIYk6WC8K1Dt3GPkE/gkXwi5qExAvWTEwKay7+L7iT4vfLA63eLHmGLtAQOjusvFCcgWkR50np91xcf0LartqOSNoqverdFrTn+bVrtZeD1oPZcsaCkWbNiizS4I6+XzeFJGIfVJkMWkGh8Pr8HP4BVwKO8ChakY7DJbDJTAG9oX9IQdHwRK4FC6Fa6AN7Gtv2RaOgMn20wlwGGwDbaEl/AYuhctgHiyDV+AHsAecD/PtPkyVzNrG8rgSboSLYQgk8FuYlbZItoL2apAPQAHmw2joCAfB8A3iEQZ2zMYmOBc+gx4AdITP7DfyPViaDrIAh0JLuBwug+3hoG9skN8GSdT2nutlu7tEfV9CXLWGrnAOzLLbsmcTcbygahIYOl2v3TcrBQwayUrC0Ob5yzyvE/GE5y8PL8SnN3gpUCpOthxoqJb1AthijtKO3hsCtYoBi9OhXazo9VBUD2XLmhFr+0X6k8fTnEmo1pB4wUYTmsLhcB/8GP4F9aAJtLHh/xBqYA50gCeVc7wPXAf3wBwYCH3s+QCawOHwG+gMwG+gI8TQFPrBJLgLdoNb7DBmQS+4Cd6BB6yjX5R1KJVZpr32EObCNXAB1IPtYRy8Dm3TkNAYOsC1cBQAf4JOtpc74QdwBlRBHyhAbu0gpGjuW3bk+no5yMHZUIDfWhtiH/gXTIMp8CycB/+Bgs1jyEEraAXDoR6cDVi9OY07fEmpQQZpNWZvLE+K5qjqHr/2QD9OqQFXKEJTmeSSz6A+bJPW57o2qCNuM6CNzVnpBBEMhAegiWIdPEWkRWLwht826/gNeJjfEp53yG1pQRz0LPKtK16EqtZybEsnxelNGXK5XKzyAUV0ViCW6pdO85nq0aSXQng9ZPVQ/I1ZO1kT9jAiGsmqRm7QY/KCcokKEMGf4WBYCb+AhTZIkYc7YQyMhABq7S0xrFD3RrDKtmm2Tq61uyGvYvXOy6tsKp85uQJqYQW0hBugGibBWNZsYJ3YSDBptMD2GJHaThqohQgmA1AFtbAUDoSBkFcOpQyyYH8WQgGWQQzfhy4A3GhNjURt8Rypx5TbZXixfUajIn2gIVmLQY5/wzi42d4eWL1VwQ4QwJ3wF8ir9o0+t4btIIKV6juNlYo0hiW2x9iezF5W6sYk/dRx5iOtT60T0Tb2LhTFglJOpH7IDJv0c8mL8bXDWxuRN60WBsCH6VdLP12UPp99GYRFqIUQ/gNXQ8H+uQqOh7Zwtk338XxDUSkUCrItU2zL/kh4W+oRiRstzrf2aM2xpuWNrBNehLZ4gI7oiytsWjAoLnl/sDp+r4s5Gr9ZvH/jzZNZLCABBfOwXg+OHoq/LmsnoQxd9gWXR5K+TX+iO0PsVEh0bEkS2Pk6Dwk0htugIcyAX0MI1fACnAf3wU5QsOiL9XplysvZ1oJi6yNCe17nReYgD1UQQztoDAE8a6/PWwMipxpM7KRs7s3b8QgC1YM8LACgCVRBI0AtnUjUU+tBBpCHajvvtwZgBqy0l0mPeltqPQbsOPNWMznFDaDQUevfXPYFXAQXQEPFtZh+F8BvoBsAl8J4qFKhnDD9I1GPsIR+5FsQklxf5ug2UOqSRuTT0J6RT3Wn+XSPeetV55Q+dQtxWqU55ayLopwuwrUbHhnbIvsT2DctBxfBY9A2/V0nqmtZGaTNUP0yyAXV8Daca7Nc69lnjOEXMArGqS/CixbZV0lc3oItLGi2Y5D8fAn2mxuNY4rCOTlvDsrAC42U0pGODkgXsiWEbtMJJWA9bMME6LSA2O5sKYyC10NRPZQta5JI83bbDP3whszRMRjhcCpMrNjyREyHWvgOXAmXwT+gBxwKJ8J10MFyD0XJ4cR6Wua8eVPW0iwUJJNhxDAfXoU74c/wNlwC28EQ2MHOsw/Bh7AKdoXu0MhGE16Fl2AiAM/Cv6EAR8CBFnW0oeBIotBrEYTQSEH+Y/AxVEFbOMSaOG9DfQjgeGgOK+BzGA8z4Hq4F26CEAbA2SrL0ukxD/+EpdBHmQsyyFrYBu6A/eAr+D48CW2tth1/HTv+N+ApWAq7Qg+bXBlYl/cdmAUnwSK4H+ZCKzgR6kEEY2EG7AonQwMLkLFVy9PwGWwFnaCZ4i1y8BE8DatgFTSGEyzVvwSehjHwD3gE/gpL4Di4EHawLZiJ5CGYAREcBkekQd1c8BK8DEuhBXSBZoq9yMFCeBpmw1bQGbZOL1uoQwxyz4FL4S4I4UZoDn2gmdXzW/A6LIED4DCrdnmBp8BHluRoAx0ghAfgHFgJ0+E22MPyWMCesA9cCidYE6e8gMiWKlEUGago2MV+WGgxBYxN2L6qqsoQ1xo4CzZxT3BRcKE8vJBPpX0zJFm7qIs6Y71wx3U2LQica3I+TGcRStECk23g9eDooZL3ak0aRawWsAo5g7WnCunK29ktPr2gfKYIfgYdIYELoDt0h59CrYX2JI1q5rgB5O3vvPWumqnLiophm2shgJk27687TIOzoQsMg/vgTzADJsLzEMLTcCS8DPvDTvA32BNG2ISXpTAHlgCwBL6ET2Fp6Qd3UNxQLJ/DExDDida5T2AHGAL94WYAVkJzaAADoD+8B8BkGAA/hnFwPfwZ6sMTcI5FI6figtF5Af4Du8LOyoUVycMi2BHugiqYC9+DJRZs9FMIyl4OvaAp1MAFcDTMtQp/A86Cw+CnMAp+CCPgRugNP4RXYCDcBUOhH/QFwy0aVB4Hv4UVkIOr4QB4AEKbcnEv9IcqaA0vwRnwLgDPQC/oDv+GX8KvIA9vw3VwPHxhH+ELOA7+AQdaq+IXimEKYQEMhBtgB9gXroTvwmMQWJPxAbja8kO/hQNgnNV5kCFmnB9DEsyDVtba+ALm2MdfClfAJNgaZsEJ0AfmW4WvgAFwL7SCpnApXGJjfPPhMAhgGcyBhcrKAY6Ft+EVy0B40WKwR4LicjIMw9raWgOT5lh71bJUz0TZY7WygArwQuAQMGCm2XgpKqB3bszlchp9sTmDBr+FbDftO2AvjZvzXg+OHiqRfGjXmMpjyJi0ZSBGjfnUkw1FJbCoGUEV3ALHwDuwAzxZZyUD87W/CUMgsuAdWac2KObnCcFeH7A8x+WwAn4Ax0ABboEXYC68BA/AuzAWOsGbcAxcA5fZ1vrB0fA9yEEfOBKOhL/AJOgCl6t+6/bn6kEIi2xc5hPoAr+23nAE+8Lp8CRsbZ+iLbSFv8JU+ywnQgTPwJfQAJ6DEP4B58PtcKai1o0Ynb8Hs+A45dw71owJ5XSH6+BieAX+D+5J69OovRomwHXQH/oDMB8GwT/hKqiFg6Ev3APLYQHcBDvCEjgc7oG58Gc40D7LgzAFukACk+ASeBx2AOAY2AsGwIvQBubBD+CvNj22o20/gUPgb3A4rIRqeA4awHToCa/DdXADABfDY/A0HAFHwwS4Hs6E/SCCFdANQnjKPu8VMBAGwVvQCB6GX8DjdjXv0bA3DIDnoQb+bImfovBsUkZMnOgq+BcsgKtga/tl/Qi2h98B0A0i+CM0hf8AcDuMsBYGUANX2O/xTCjA/XAEXGkvyFlCbl8AHoVD63wzv51SsFF5rEsqDq5M47lczpQvlFRB43zLlQZp8jbJv2y8EB/dYekFX0O7V7VsPpnl80mvR9Cxf2wJBLnMQK+MzetB66ESCXV+RPZY+I1Q7Rkqqq+w7y1SBM5rYX84DYBFcJdaZZ419oze34Zb4Wa4EW6Em+FWGFOCaTBNLYW74b9wLRwB78If4J+QQB52tKGHn0A1HABXQBM4DxrDRZaoMJmYf4MQzocFNhnTEAzLoADLM5mVRZ/9UjgU2kE32BPuhnGwrf3UBBSWq7zIwB6vsll4Rhs7QgS7wk9t+KYbJDBTmV9aFQlMB6C5baHoOENYCT+DQQAMg2uhnsr+kwYXAbCbVc4uEMLrFgITaAEB7Aw/gh1hBTSGIwDoCQfauhodIIAXbfsXwkGwFcyBL2AbaA2L+c6hFQAAIABJREFU4HYI4TNYCi/ZYdTCj6ApBFAP2tpYw+XQAJZBW2v53W8d968AaGABeDcIYLqlZP4Kz8HfIYCVEEE3OA6OtzU5LoSDoakd3rbQGhbCnRBAU2hZ+md32N1aCUvtV/mVRfcn4b/QHxbAbJgPhwNwJ7wDCbwGITxnv74a6A3LrRVuXkXz5qxQX3pgLbDXM5aiFyPCXWuYMR8Zh7W2ttbUE9TlBYXl1vtGCj7J7c7xWuKF8ewFPuVeM0jzqYCl8Wyd/aUkxc+AIsqf1imKSZLIkkuvB0cPdb41XyN5LDGSL7ZmQ57WHBu6xhsNdYjBHsM3PAMPQA1Ms2GLNhb2SM9xRpt9LXuv5QUbBi7aEZa0bwt/gwOhMaCA0MCzKUW1yobPH4eDbRg+b+F8P2gHr8DjtvBRaH/nrU9PnVNzAj+C1tAD6kF/ON1m7Mu98rZKUEAvzhSrK1IHsU3QwybnOzaBwY/5ADRUZ7QIZ2Og9xZ4D56FK6DGLhM1t5h/r97wJHwHquFjGA8xrFJ0UZQ+CG0GHyr3EKu6ryCAN+Bd2A6utE3lYC/YxSZy7gJ7wm2wEH4N+8JRsMqOfKX1v5dDI7vO9mhoCjNhLjSD2+FjW4LiJXiP1esRAlgKd0Jj2AsSO9Rt7aoZ4C2YDjvBr+0tOdgHWkAjSOAcOKf0t6+lnlKm0cBoqIIhUN++dctsmsJiCKAT3A4nwi/hx9AITrehh6rMq4iyEpoANoTkWdCsCMEurjMWdTT1LV5yqJYaOgikifQy8EL4fLlYty9Oufw2w5AgQqgyFqUqsylkhKoG7YxHqHGvB0cP5b1ORvJaj05ihVZibItc5m3dCR+qyIoASQ6+hB7wS+gN+8F8+H8wwcJemInQAytsXqTEKUySWlEx72Yj6zqLFFQKhfjlwtubVfWJ7cJIYKfyfeFV+LgY7q6ltIET4Qa4GM6CneCodO4h6ZYD+7sUp+KEJIJiuQs62u18mj0wDTaAodARZsMPoQM0s56xDKkjfAy32BUlKMTKjlB/p6J5HfsA3ocIToELij1swQL/92AEPADnwSXQ3L4J8miBUssu0BwWWYtqJ9gJJsNo2NuugjHyBbwPzaFatWMGvAqq7fB6wXklvouyJYC3IA+/tYSQIxH0gZfhz3AJ3A1XQS9l+Dpj0K9EzrbgpahIIFz+NLN3bMVAUd6uG5SYOmqeFyCoBC9MR9hFgwZrBbl1igDpOgcmfCB4LK2Z8+akbAYhxgHWEdd9eT04eihPVu/wIQaIUVlsE02x+R3aHDOhFx3F8YJKWTdfYE84Gi6GlnANAJPgBrvSwQnPGwmsY52z6+vEzyYzcQtYrrSr3iObeSetUezY3DgflirMMy+RgZnqYh1lB1D0mhUQwYVwMqyEH8Bs6zU6PIFznKRP1m1POGLwr7EdgEbE7O2JTUJsBXfbfMlBMEuxBeaaW+BIaAW/tMWsNLVXxwhLnTH/MO9Z7idmTUEOrCXXEV6An0At/BE6whtppidQB0CVNSMaQACLYSD8Cs6B82CndO8xLIW56usILPcQ2NDGtBLDC+BjeL70zwvwPHxidUjmYDnMse+qabxWEUt5uB7uh+/Ca3AqnF/aGtAaNvU2tiqh+W+5SGxbB9pl82gnrG5EEEVcWN1a5XhRsBtGm75Mer9m46U7cZSFzDcimYOJ3ZkamwRgJLbFFk3LUs3J68HRQ9myRmV6lJItIg9WKBSkP02zeDEiU7BhC86FL2C4nSXPh2MAuApeshlkWb7dSKB+1kZCa2TkMm6ug8fmoxbQGGbB+9ZikPCBWYtxgAoiOAMr+uDZwQC3wG7wPnxfJUY4LUg2Q/Yjx4zQ57MnzXPtCsA8S6sE6vokfXFis+o6wZ8BeBTG2VRNE2IYDufCD+BsiCzrk2RUWvQbLGVgbQsBTIaVdtFNYqMbT8FcWAgfws5wM7wAp8B7cGFGJzrRZBnMh5a2Lkg/GApDoR2ry4LJsBvBDrAUptj8m9guKP0cFsCOAEy08Sw9vCmwAG6E9qV/DoP28Df7X6C1Edt0kPHpls0/wgQI4F1YAT3hSbgNtoObYEwxKzZOK9/Ep1qX/of6NovsjiixcwNgoa0ylFdbK5lpX3IGjZcsOGQarAQvTNcabsMwFFLdiQJo0Z63c2AaNGOO0zmJZoFlaPd58nrI6qFsCWNVs1rUYUgPKYKdy+UMxaH7q7DjLUbEbzOzcDXcBrfBOJtrZmDsRmgAK+BsWGFDA1jHSxPascInZ8GhTLjihwVpINE/scp7F/sggpZwAqyCCTaBQFIUn4N94BBbQlH3q0elH5xig1wJO8OtEMLDcJnFae3mBha98pYAwJIxOqsxKtGvPmP+dw+wkf6VikcRFSXplqX3C+CHKrkBe+/fIYSOFkQbq6ZyJUao/x/iNMKZ1+NA2BmmwfWQgyr7+0n4NzSD12AwAMugHYyEDvBs+vsNbGKK0ecHMA/6QUOYCg/ahImVrC7AJfrZCY4E4DqYA/Vs70vh97AYDoYd4b3M8J6Au6ARnAMPwkPwYLEfc/7/7AsvX5ZR9VFWq+/Zrk0Vk8vgS0jg3zADVkEIZ8N9kIOp6ruWME29dJzlIwCO8GRDMTFzu+AWdvWg+VSC7ubA+N8SXzf+t/is8mfZeGHGIIS/dv0NgprMvlBVR5BmQ7sqUpYGyLM4uzNg8xXMygivh1J6WMdXKSWrx1FQ9R/DMJRlpgVbbUoWeOgnr6TjLUZkOguhGp6B82Ew7GlTDQw27w8/hyqYanE0b6dUM7nn7YQr1kbe+s15e5yz9fJyKg2iWtEM+idn5/08NGT1Cnsjv4Pt4HfwiS0NmYehMAP+Y6+Ue/PpUTmpBrlig6wPBegOFwPwVxgB1XbG3wYSeAI+h4awFG6HOZCDObb3RupJTfv1LRBWFeNjImgMp8H78EWahDd2yVKYn1ZCaH3ff8DRkNgkBtOsSdabAtWwAP5r7YzQxnecEZovup49Gdovt6HS/7ZwEQBXwk/geXgVroRz4VKohkZ2c9GG9pXYGg5WMGzepfftN5KDa6AVXAIJLAbgU4vNprhTaEsvLIdfQiN4G46Fu+FNGA0nwFGwKzSAnwHwa/ipHd6v4Ty41Jbq6g7dbD0S58ecb2s1uTWEMBuAZ6Ev7A2fwglwB7wJj0BnWA4DIIB58B+otv8Oe0EEh9sveitI7J5qU2GOCtY8Cw3sN+hNB0fEn45tmQHxRPXeSHlVcRnLuuuKhHlb3agSvNC0ORYX8zb1r6D2izLjEXZdSH75bcYvY5Mx62fXQ/J6yOphLV+hohJic0GTJJGqEbIQRT+eDr04TMi3WcSt/ABugg6wEt6HF5XLvhyegs9tCPnvtobBCngRfgmfQgHugXthmm12HjwBv7fJkr+DKTAPZsJtMBQK8DFcCi+qDS9kPJ/AzfAuFOBaeEWtatsLJsI+cBzcBk/CDXAbPAqHsbrQ5DNwtx3V4zDLjsrx+xfCU/A7O8g/wuMWoQtwDRwGEXzPFp5KoBvsAa/BwdAdDofYZv/9HsbDTPgnFOBVmADLYC78HQrwEfwb5qX9ewlJXAgRTAEUtzHPrp74C7xoiQ1tWNSHodDYBiMMypoaEtfAsTAAdoYYHoHj4GmYBjfZET4EX8ByeA4ehALcCa9BDl6H/0IBJsBrsBQuhMugKdwK7eFgeASGwz7Wk34HDoah8DRcDbPhDkVaACFcCv+Ap+Ei+AAethGWA6E1LIbu0BnutPU9L4YB8BUcBGPhQHgXzoT94Tz4f9DH0k4/+//snXm4FdWV9n9Vpy4gCAIGCeLI5DzPMSqKICoEEFQUEDRm6o4mtraajkmnY2I6pjtDd2zbJF8HBJyiolFRQRRjjBrnmGgYNBJFxQGVmXvPqfr+WOzFql3nXrjnION+H577nFunau9d6xb17vWutdeGy6ETXOeG9xDcAns5zam8rn8VZ8BxkMJwGAlLoCPcDp+FBXAhHAAj4CC4zhTF+glcDLPhfjgXLoIhTs45EXrA/dAffuMmphEsg9kwAXYyK5UCFBrbTl1lYqVA9arVV1bn1Z4Q56P+1MEXnravZ2oqgBJq2VUr0iEp46Zu/aGtX2RHqMsR7c9gh6IdWn5yWsbaLToSU7rSaiZlt0TECgwhucFDBO9DG5gIJVgJr8OB7tsUXoXD4UbnPy2Ft53O3BtuBFwcfRH0BWAFzIcxcD4AjfAa9IX3Afi1e0uugtdclSE7nsXQBiZBBKthgWu25DTzJ+B+eAWehT1hhnsdJ7AMXod/gjbQBG/A9rB7vgvh3UaYC2e6+kiN8Cr0dWp/W7gNfgcZrID3oDd0gwfhWngaIvgPGATz4AoYADvBS3A4TIYKLIIm+Bj6wmS3GHK5KY2M8+xT2A++Cv8NY90IS7ActocboQzv56NCkVNudoH/gzcA19S3IYEZsBP8K+wLK+D3MBBOhifgCDgOKvAeLIMGN4drgEZ4A/aGN+Dz8BVnwz2gBD+AC+BFaITebpGtmL07/ApWwzvwFvSAh0wV6sgte/kJPAFPwjHwH6ZOYle4E66B+XA0fBcWwHKowPmwC5ThJHgS/gDvQCc4wW0mqamXP4QL4UVogt6umFJq9sVYp08vM7YroB+8AcfDYVCBfWE2/B4WwnZwJPQ0IsHn4UT4EJ6GElwOJzsZL4NdYDbMhA5wLrRxa0BucWU3U7N6KEChRYsTV2MYkO0QJSJeVUXX13upVLKlDPWEevgiNRs/yooAXdQgxAk5pV3a140fJUKvnO21L1EGnRaUSiX5VRdEBDuoHdbrAWoGUd++fdUWOjhrBb0BO5cRQ786f34Ux18cO/byqVP7lEpppRLm+5s59DWdVnPOKo4e6n//qjdfNeGxmCBZz5OjWXIZNMIpcJGr7tywrgurWqM47DpHaFtOTdxBh91C4zppWAI7w0pY7JYPeGNr+Q+XuZlHKX/cHmlheFX/cM314o0kdbMx7zaLJbws9MYpNCjTrA/gCPgxDHdHtvFQRQpxqTS/Url2zJhfTJmSpWnvPn3kK8sT6vLiEietZ6wR99TVDPBc55r5whuJEqcdT2pyFbWRpNp+CsLK2rKlzDiOhen1g14V7KC9z5s3b/GSJlqJrp0aFi9pSrRAZjm/YtUbqIaFElfyOkgOAvV6bZq3vLzs+7eSP1lPsMc1ZKs0kBa+tRl/Wb6p4sDSaudkph2b31cyFS295MTIjArzKi/emg5SySM1GxVqxlxq2ChzpKIuY2ruMTL7IuqR2DRIPktOCjNcALvAMa7r1Ny1pa4on7cY5ZtStovMCXowK4ynUrC2zQPFOet6s/Za7dRbeegtDJFLVrkdtmKXV2EfQsw4bVApNj+1aJV3Oc0PT+9rnfDuJS5YNXUt2+mOl11b7FpHFUMCy+Hz8HU3adhQ892tDEl+BT+guxypj4t72yv3aAhfqUi9Z/HUa+MLuVwcX/IOt8A68bYjCoyrkrsXGrAyvjrldoTBDjZyUftzJbt6qNXstKVqJoUX+wnQV1WRuS2as1cLdozw/bNWoeXL5XVcMu9ly3Dr07XeeMuPgkfVdtaCo2RLq1k1S67neCR7Yze4Hv4NGuF41qz3a+GqqqKI9ug5xLGhNA/FXqo+ElG127GzN+9k3CSgo0s+7ej22rC8m1Ubp9epntPyn6yeB88+SCVzBPNX9u5RH4nm2tHJpTa1CK6BMXBmvtBZQFVYRtF6wzgStS9zz6NV91o4Ina7QNXGF3q5cJjtq+oKAisGaIKhR5+SxqjFjrRBGaTddjLYoWiHmhHbyRRunUZiClDIncduYWvsUk/rTKwI2LRQti5+2Jj9Vh1Gbc0qV1WgL1wPndfvppqzQ5S/PKp7kOs5BvtPZYaF8D34GFbDD+AV1pbcjpppoeqvGwGtfbSq3nsL7Ygi8jU401TSDGJDVajXW3blCiSQD2sXDeKS8CW+rkymuyGkbl8GHOdRB1/onpM2A0CWHqSuCIEdfOxqG+DYV4YqnYpUIDp82ZRW1Ci+l3kQ7KB2qOe5WpufiZsr6U+9Q50laeKGFVUCAjYHqMcpAYKOcNC6Uge2CMgtyL5N/w4ZNMEs2G1d2RtbJeSvLHUwKyb0FiYNVeEl6Ak7qjCeJImq5aJm268A690qC9TMFzZ+bxMMbVNKjdZx96R1L7fAy0DUoICyuGxCHezg2aGu58oO2oZb9FdRQsRMmNhJnROWgIANDqtp2w9bLqmo6nAqnLqpB7M5ICv8ldmS/76fNHSFnsBGwb1Iv9W9PVJpaGhQUV2O1MYX2ou4v6rhK71pO0LtVsBXHV73aJCYvaYp6DDsZg0yBgkKBDsU7VAzcgPVSIzmbui2oXpB7LJCQopDwGYIL6zAFk4qNvnUvsMikyWwRd9ga7ExY2pbAcSN9ijNRs01QU/lbvLxb1msSH6jRfmqtXyhJQ6VRCEX+JfuNPNfR5W64oyJWXMoGoDqBDokq8anpshBsEPRDjVjTdErvTEN6sjN2680ZUMMV3/fAQEBLUPj/VK+U/8lhfSLgIAirDuLUbOVYzRjTvVtdVslqK9OsxBVPXyhrCExeIzkLmkE5XK5UqnIfhAq+NttojSCIAO2wX6b8Re7ogW4MEGwQ1U71P5c2YmVpoEkrgwWIFt4qb10yhPmDQEBAQGbOYR7vIOxKTOQmk0dhZDkhe/xFi4Rjzr4QhpUqV8LHCVmewVBmqYiqsvJEjXQ4kuJq/dcKpWEF6VTGz23O0oHO7Rsh9ZirZQRuzoVUgfb5mpa+8pthOSGgICAgC0FNkaujIihk9QtLrDZc4D40LjVhnXyhfKrOOIqtmt4XnrHlWiUYXhZGgphUCVau1WEzgM89zrYQe1Qtan1xJqdM1RO0dkNblGKrXmpNq2ny4B6oAvzsvX+R31L24sN2mpUtbXgDa+2q+yH1O2PkFY7J3NliMr5DTY3h+fYWjUrHLE3RTP3tf4m9TrFdWEfkqpdeL+mpthXc+MP2EygXKXOceJW5clxZcfE7LMsX0VRJEFxaUQYsR6+UIde/HhlOA3bqyettQ20BelI9XmPm8XXT8zqgyS/+XWwg2eHerB28qW5HhoFSVyJK/Iqh5y/oTIzA1oFeb4y88F+9Qm9ryPHu5GpYLiekfXMnSy8ogvntDqknrDOq/RzVu0ETQqyy/P0nDhfbsgrmrSpoL17SwrFPt5NqbnsVZE5p7x+xQzULFm+KleU/6rivrVdR/m61LaXyFSZzDa1YQM86HteyQyTMadvdc8nFNU9dTUHNXJPTXwhrWVZptWTVMO3yXoesSkdCoNatSBxq0xFCbCFovWnnRkEOxTtUBvWxFRsRERSLRoaGnT/0MSsG9EPXhgmYONA38irYVWLdX42VMEfJYwEStAIb7qRrM9oozxzr3SbIGsZ5uLY9KqKu2oJvOs+V8ytabPz4H54BBbnW9ZGgGfgPngKyq520OYwacgc38+DRfmZ0IcwCx6AefkJgfK6TCyWwDuAW1StzbYA6SWCd2AqrDIX6rWJs5t0XXYyQwnegBl5NWI1PJ2fXhBUh80Aqnsnbodo4UjrJauIrYylJ6vqjguTUx9fCEGK8K6Xk6dMHXCaL09kW7PevJC0ZXq5F/Xpgx2q2mE9Hp9msXapqJcIqumjqdv60w7dRkoCNjLkjf8gPOD2jM6gAbYzEYSlsBK2hwdgN+Ne19zdYrgPnoAH4Fi3xfb6KE6Z82vfhavhQ+gJ82E4jCv4svaq1LHpv0Fb2AEWwFfgZHeVNPs+XOg2sAZ6wrfgS27YwnNPwZfgRdf44fBzt8F31YrRGwGZof8EJsML8E3W7MKQwPfhR25r7/ZwNvwUtjcXlmAGTIKu0BbmwCC4yDj9zfWL6yWGCfAgDIJ27kjmHpWJbhPw3vBT2M618AyMhK/BIDfjETM+DrfBD0wjYd6wyWEdWRt3l1e9vOcTU0UgdWWR9ARpp5yvaFQbX2gjurIgdlUUPRoTt168Z2U+/apsiixZB13HJiSqzeqHYAdrh3U+PC0g0UIWuu2mSje6lZYOFFfOQqc5ARsZkXsjfw4GwwnwJCQwE3ZyZJnCapgKP4UVwIZ4g6fQHV6Fv8ER691m5OSBd+AzcAxcB53hORgEc+HqauStfP8snACXwFXQFu6FYXAdTHCawXIYBbvBbIjgBrgRvgy94WS31fJzMBbGw6/hDfgePA0j4VnYaRNJDjYYkcC18AxMgu3cvo7fgXvg/6A3zIJvw6+hE/zU5WeU4Fr4FkyE0RDBC9Af5sPPWpwP2X7/Ex6E7fNfASvgfLgNboCB8G8wAk6BDN6D2dAF/slEmuTn1+Fa+DL80uxoFaIVmxbCfBrYFoLx9n5UOlERXq5VglS2i+O4Tr5IXTVlOZKaakjqo1uP3xK26gTq5Ws6gpyjsr/12jWjMNjBs0M9SOwOXThlI3blpXQoNgKU5HffCtiY0BfxamgLR8AfoRv0L5x5OPwRPnBXrWfj5FVunaZ0hUHwIcx0MsM6+UAbieFCWAJTIIJVcCjcAKOgPwwwgXmMPtEI58D+cDVk0AhD4FL4PBwLvSGG62EIXOY6+gx8DHfDTTDA9fXfMBGOBeAQOAqOhtdhNpzt5h/FkXuJF9YgWcFErWVHm8FwM/wSXoTt3Mbfz8A8+KNLIzgIOsJX4Fa4xu2E+We4AobDOS7Z82D4PnwVLoE9qu2XrXchk4Yn4H7oAkvy35bga3AbXAVfBOD/wRfgUFgNu8GbcIZrp2SsUYbL4Vz4JlxjttwM2IRQAktNVSL79k7cGkI5TcjSqzOoZ+JIoTa+KLslgnpE+VKOKxlbmsQRtij82q9uK6VqvE07sEmLKgMEO1g7tPphMlibFSILOWy2Y+zqYFihpmjHgI0JZazYqdySEr/MhZ/lZyOU4Xxo517fmpyvYelKYXGBzX+MXFOZC29XYJXhy8z99Jq1QxVqeR7ugy9ABE3QBipwOnSGb7nusvxVwF0wD77mRi56+PmQwn84sWFXuMwNYDWkMAJKIKk3CbwFZ8Gx0OTO6Q5HAy6uYZE1Y5yyG1LqPlTyR6L8hambFnhLFWwvctUb8Hk3G2hyNCybPUoqiQx7KGSw0nT3OETQ2Y2hBGXoBRG8VfhDaL9q5yXwXbgGGswu59LOo/Ar6AEXuXv5ALrCCTAI3oX34HNG0tD8SvnDXQs/gdnu7xVCFZsWiVsyoP6rVCPAedjKXuqVyoXylXxO3RpCZa/a+MKq1NKgLk2Un5ozp8ECeyPajmQUSnHlsttIWiMFwtBylY4w2KFoh+pPzPoh1j7kZjT7Q4/bO1RT1tNlQJ0oZjtGLvVd/0lJwQvhMJeEGLNmF2ZNKiw5L1//aR5iBqvMlseZO9863zoGr1lF5sj1FojgmPyF7eCz8CS8arbzto1PghgOyA+4J/SBW2GZi/pnbpxy4x9ABc5wt9MLTnU5BLo84S1I4DgTy8cMLHJGSBwdJu7eSy6hspQ/Yh3rklHvk2p5qfo5hn+BjjDMtSm3eTrsDhm0cU2tgBROhw5uStQAGcyEhdAGmiCBpyGDXQt/CO03czrEv8AwOBI+ziciZDAFgEGwkws3LIJ2btb1Hbi82gbZmtCwC5wEXzHZEmHqsAlRdhswqpStVGQdXJXZrdaNUe9F3FbSqo0vbHnmzO1GLeK5Ni4MGsdxqVRK3UIAaSp2yQS4+tnSu5Kl+vHlclmzFzO31XWwg2eHOh4r1s47pNKFnSVJH1Z+0YBK3HwNioCNgKzwa+pcZHGOG+F6WOm++i2cCf3hJPi+E/NPhdPg/5xfWHap8t+CS+AyGAG3NjNXwM0JPoLz4RLHbZ74lUAKf4AM9jBRD/m3L2TwRJ5dMkjgI3gOukAPE0FPoQ3sDR+7/SF1SU/Zuc43w9edQ1wy4QCJdDTAX2A+TDXpot6UJYW/wgPwj/BjWAU/haPhALgA3nbBhZNhPzgHXndzFJk9TIQr4V9hFBwHzwGOgO0fK4Y34WYYCG2cihCZE3AaTwl+BUfBj90kKXO8vhDGw2LYDubCd+Fy2NUsIbGdyqShAe6ERfBl+BgSM+kRIz8NwInu/Bh+BwdBAlOgK5wEjUZTsX9x+XW4M2Ds7itgU0EJUn1rXE0heb1rEWL5SjxX3YvBurC2HWriC2U1+SwkLa6/1ecxO0dIUzoYS37Kf+qOS14CxqvGCQbBDlXtUPtzJTbSaYsOwrZbLpfFxGIgTfGop+OAehDlP8Qmu03wFtwFnwcghSHQAQZCBpfBDnAQPAW/hBHunAR+C1+Fb8I50BZGw2j4C3ynmtcoD+l0mAjAcDghny4gPuhSmAcJdMuPOYJPAzAnH6cQhnsLFkE/6FwIoHQHYD4cYxpsgEb4ArR3Ir9OpzW9vy0sgLFwDpyVH4mFhGO+B4/DwfAhAJfBLfBrWAhHwIfwZXgK/gPegNmQQQNcBk/BzdADnoPB8BocWi1OEcFDUIGj8kEiFVcyt9hpCkyG30B3N41IYRe4Ec6AWXAKXAL/C9+A75owk+1RxaSF8BOYbCaC3pmroQSHQwbbwQJ4Bc6HpXAD3ABlaJO3mJ15xLA/ADfBaflvAzYJhEXkDS+vcfVB1VVVRhS31StFoNmCyqm18YXlWhwpxm4Jg/YbuyWFOn4VCcombVDjBerZS56jjfcHO7Rgh9Y9RnnE0oRssFF2iabSdNlBAj+xy//UsEo9HQdsEMjbfzVMglvgJrgZfgHDYSm0cVp6CgPgfwD4CTTBJXA5jHSkFcOfYSR8Hr4E7aEtfB2AG2C1Ltg1kId0AAyD8XBwQfbPXLzjfWjnFvJZ9ULmOu+aIziaWQYZtDNVnpRW5aoPTFbB+/CfsCfcCL+D/eExJ3Xgfs6Di6AfvAA/g1PhPdMCbmzy+WA4D0rQFb4OV8MomAp7wgzoCtfBKPgRHAOPw4vQAB/Cf8LnYBdYBUfANbC8MOXSacETAOxujqiQI7kR90J/GAdvwqnEtVe2AAAgAElEQVRwrftTyiTgFJgO+8EzMAZ2hqvzIQNrT/0rXwpfgj2AfHgI1/IEqMCfIIaX4EdwIbSHn8GBcIgLiHwFvgbfgDecFKTj39mthVnl9IyATQXxg8UnFtVa3WulGX3tq2NabESl8jr5QhtPHFK3ClG7kBYEsUsIKA5MWVxHaJMZ1eEOdmjODuv3BFVHbAMk2nHZ7duhsx6VPuS2w3qKzQqZY5qKc0mT/LcxNMGF0B8eglMhhsugyfiC34EyXGgSFY+DG9z6wOLsVP63dYe7YCLsYA4KrOoeuyHZeYM8ud700zvB43W9quxOk2hFT/genA3AazAK3szT5wo4HP4TjoQyPAAXuG+LFKtBn31hR1gJjdAWukEE/aECyyF1ksnfnafeHq6HZ6ADAEPgCBdn8RDBfMDlNlq/PzL0fwFcATvAR3AF3OymDkAKJ8CBsDMAt8JpsAiSfKqpSjUJ/BeUYCyshLKzfAZN7nMKl8E1cD1cCXfCRXAwLIRb4UpI4So4EjrBlXAoXGVqTuPuqAMsgCUhv2FTQzZuTtNU8/M1rK4qvbCRbr6QmPoE5AsECePWyRfCqamrZZS4uka2U9XwpX2tvYjLHsCtSCy7jR5k4QD51EIVAIIdinZo/dO0Fglm/qJpF9qTWhPQBFSBp34EbBJojuH5+eOD4Quw2knKqtX/NwyEWfA4JI59S7AYZsGnoLtxQ2O3Eq+q1Kykm7qTo/yZmYsgdHRzGj0o5zQC0NHcCI5pRJxoKqRbZu6qDq5ToAeMBuB8OA4uhnfhJrjc8WUGB8FBAFwIF8DNcB887ao/WWNaml/l4gWRud/l+ZRSuZEIdoIvw4/hOLgILoOe0NMIAF50SRZANhhj2m/bOJ0fOAeGwpvwP3CWM/VSOBV6wPPwHbge7odT4F7omS9cLVkRL8GDcB/gzNvFNfVpM12L4RtwBXwEXd0AroFToA98F74Po+GHAJwJj8Fi6GZuoS00wBJnlhCk2ISwNIZ7qyemWHKcX5UnuzBY3zc1ZYw9R7y1fJHmqxTIhVrBUFu2V6kjrtqA5g1YP17uVO5CFw7ofYnyH+xQtEPNWLt5KCbcUjZrQjRZIzXVLhOTLxqw8ZHlP6Sw1HmQsnKvO/wDYFIRYyjD/nAYAD/MK9gfwUeQQFM+LlA2nn1ziM2kwSJyYYXdYCUszX8lnQK7FVgzgh2hPSyDJpNKKQwkJRR7milI5u69DP8Ip0IEz7mrMiekl6ER2sHPYGfI4C9m3uMZ1g6GPPlFzXyowPfhcmiEH8Fh8Es3AC89UHpJ3FUUvs2cSCCrGA6Cb0IGL8NSJ7EMhxfgl7AT/A/8HErwInw1r6NkTn74PsyFMTASRsGZMNxls46AkXA7RG6GF0NX9/lleBi+DXPge7A9fNvZswnaFcqGqs3DeopNjtQtMlR/VI5nbhtokbWVgXS9QDm/36MVuuvhCxsUUIfYnqwLHWUkZZcigNkPumyWGlq/WXvRrSlVBgh2KNqhtc+SRazmSMxuHF5YpWzKUekggt6wCREVfi255YKJ84aHuCUGywC34uA2WAkHw2/hV2a7h9ipDq+6+Lqq3InpzhP2qfarheTQHQAZLMoTObAQcCtFI1OcQPT/vvAufGAuKZmrDjCTBkxoJoVhBedeL2+AMnSDzxhdoYXxV50utHByO/ghPAkj4U34IvygkEWhkATP5W4MNhyjaYaJS9QYzJpaWPL3mgmPwFDo4iaL/wj/AsB0+Iv7y6bGAt1hGUyHh2AmzICH3azlUXgIXjNpEJkx7FUwHjrBRGiCY2Afp2G8Axl0cg+MXLIKVkMXaBf0hk0N5SdLLcoZ4hZHUSRauqriehyXr6f0Uw9fJCaJD1OKwEYE7CBjV5bRU+8BHae9HYzzLS61tGy93GAH22nNyEkukuopLdolImo1/damkwRsZGQF/lanVpHCKojhKreHRQQL4Sq4Af4bgCthgaOlHaE3NMFUk3YgKzNnwtxqPqVVtr0IBa5HGdggAOYYz1v+PQ07uOUGkdMtcBr7QFhu9tCSm10Jf4YDYU+TiOCZRUIYh7rxlAuKQurqH+xXSD7wbsGaukj8nurzOjwAZTgCboe7oCv8EJYWEhXl34GAo17MHCh1qo/aOYIOEMHe0BEyeA1K0NkRdgwVmAA7QBO8b2YAsQup/Azehg/hY/fvPdgeYvgbfAyXu7gSLvWyBA/DfKdhvALAQDfCCB6Gvma9pYx5MayAvrBDEBs2NYT5Epc6p962vN5FuBaKkte7eMlCrhoa17e9ZURazxdVfVx73JKuagA4Xd1yniYWaBepW+Mg56iHjfPpgx08O9QDf/ahkxdJ/lQlRLrX0dhKlgEbE/oi1n0KxJPezsQL5Eg7eBRuhMNckP5LcBb0gc/C52ExfN3FLzq6Gko/h1sggTbQAHfDHdDDTSNiR7S6cD+Gj2FFtamDKgTDoT3c7+izDBm8B0/BWOjiJigfwAJ3FxlMANzGE6m76s/wLnzVEVuDk0Mqhil/D+3gHHfXiSnkUHHtPwFHwuEuZ1NtqwGCkrtTbTk1t1/JH5E/xwr4pYv1rIBhcAEsMfWy1CzycwDgyNjKMDE0mF7KEMFfoQL/6NbI9IAKLHSDl9lDB+fiS7ZmA8yDZc6AxadI00fKrhEdoc5X/hUug+0hgvYQwT4QQzu3Xeeo/Nwxc1mix7nVsEFv2LSQOL2+ruXVbTdrwOXrlU19Q4mOC8dopD81FQLkQ6v4InaFksQP1koGSpM6zjhfH0hH5WUOJqbSkfyUG9E6SNpjsENzdqgNa6pKyebiMrHSClmYsiE6+ZKaVirUBGxkqDjfDmJ4FTJYAn+CxS5N4X2YDz+H02E/6AExXOt2dRIC/i/YBe6C/4Q2kMFlcCIsg3PgRPhHGAzXwFXQ0WnmkiG/DEou41K8/6Ph70ChwJEwemf4AUyBOW46UoJ/g67wLVeX6S04DvaH2W71x35wIXzHLSiV4olXwP4wznH2LfD/3Pyg5HaxkoO7QAbL4aduyqJBHNn56RYzSLVt5qI8H0PmVhImbsyyOvRj05QckRLRXeBeuBEaoD00whNwHnQwtZwxE69joDc8bDQPeQ08D9fC313ByjawCv4ZxrhFkikMgn5wL/zZmTSBp2ARnA17QQQ3wX4w1AWqNJRg/zXma43rH05mTrdAI4xx+odMxURT+TtcCmOgqxEbpIVnATgPMPOqgE2CxC0sjF16P0YYV3KSk+2bv1Kp6KJBFdtxBFkbX8SuOrJ489Kgx4uJWQkpjBu7QorSiBZpljGotq8DKDvoPeoaimAHa4c6n6u1iR64bbtwe2ppPAaT8Jm6PUbr6TigNqjUL/toPwNdIIPBsJPbjWIFvA8fQ1sX7P8e/AccDH+AowC4FzrDKrgGPnCL/e6Bn8DtribBWXCTI4YP4R6YDF3gz/BjOB32gjluxrAQds3r0uo9V+BieAvOhCthD7gHZsAD0N1t5vSB87xfg/5uwvFzWAqfg3+CjjAJVsB90NbZ4Rp4Cb4LV8Kx8CrMhjuhvyu9vAAuAeA4uAR6wdPwd3gcds0LBrg5xAq4A26DLvCMK9Ugm3Ithq7wE4jgM/Bj+Ct0gSmwAxwAneFieAT2hFfgEPhhtaRIubs28O9wJrzuilfKmdPgargCvg7nwEp4BMbBPzjPPoVOcDdMgDPgn2E/eAl+CGfB9e6v8DI0wZ9gBXSopgZF0A1WGplKH7AYFsHlcINZDTsUroOfwdmwI5xr9jSPjOowGYbCAWa78/Cm2FTw3Mqyy/ZXpzkxGzpbFTk2pZDsydblpZV8YXP3UpPhL6MqlUqaS4hx5WO3ybVNDih2Z4lQzim648EOGypKEPXu3Ts1e2phYjZ6J1Z1sUGUeXPnRnH8xbFjL586tU+plFYqQYL4pKGx8A9gFXR2L+XUBfIjl8wo6w/bQgTvwA4u40EKBixymfAiV3QzcnoFmtyFOBZpdOWbZKuCpW6ZfsVt8XyWGZsdrXqiMTwPj0AjfApGw/aGUyO4G96GC81GjvLVw/AsVGB3t2e03uZCuB9eg+1gX9gb9nWsrI/iCzAb3oHusC/sA7u727S7b2AY/V1oB22hCZZBNyjDh7ADxC4oswMsgk5QcpuVd4IVEMM7sBx2gp759r0/oggtQ2FP+C9odDGX1fAgvAgroS/sC/u63MMo/0dJYTq8AA3QFo6HQ823S+EXcCQcl7/W/l1WArCdiU3oH2sOPAxfKcwFy7AYdnSVJDS3VBJvH4DR8JJZgBomDRsNKcSl0vxK5doxY34xZUqWpn379VMisS9z6y7qW71s1hBKVp362er4ys/a+EJZUxv0aCwpLHS0QYE4jmUTSx2S1x3OsfZKJXoCebCDtDNv3rzFS1pdxaFrp4bFS5rWqBZaN1rjPXaBik5bElPNSm8jYGNCGW7H1lzVA4D27trIJfMLOrgPmdkCCrPUIoM2rr6QoJP7UIIL82MrjlanI4fAIebbipkiAMMKlwuHnQQnmYOWq3qa3ptr1usUFw4oFSY6GqfoYU6WelZtnPUwH3oWjkjsRo1jfXGvIz3h/2AEPAbHufPbwbCCNcpuYidNxc4OQ2BI/tY06tERLgUcf1vo36V9tYPSy16wV37So4/HTubuMjeTa4D34TKYaPbICJOGTQvPLRYukWqJiSsJoA6ukqj4tcVNn3FEVRtflPNlEqTCUmJKOJddoSStjyQXKhnL+V7RBRxby2dNRBDf3dJzsINnh5qxZpRiAtwWn2W3aFVOkiJTEiyRyVf9AZKA2qAMtP6Z6lHBZaTa5ZpQqV/FeTe0uZYlp8ETCbwBY7IpM9dRnG+24jIVbHdezmOcv0ob1NFGhWY1hVO/tRaoqo7UCW05zv/qnSBLJbvBr+BSiOFYN9Q030iUl0bUGln+7uytRU4DsBYr6g0K7w8duZa1Xwq21UdFZjAL4DL4BgzPz3LC1GETQhlIWceK5MJYWiEAF1nXuLgyGYYOauaL2FU6StNUmUxk/NSUfJZCSalbFyAavi5/0FuwzKoVFDwpXnk32KFoh9qfKki8W9Wh2NiJnYVlZsPQgI2Pos/aqqtaONLymS2c3/LT4MXUW5hs2nbsVcVC6tYI65y9lqq1UBUt3+n6Y50tKLvL1GFv+B+4DnZ1OSLradKoxbuLCqtnvRaiFg/GxrbNPXU6z1gNt8LX4dgwadhcYT1RPSIUEru9FfQcnEttCUbEfGrlC2WyxCwgFJ+YfCUlPVPbt3suYEL1sckDsGRp3XePI4Md6kdSbNFmakRRpBMizEQmMRUqAgICaoNOHXaHa2H1lkm0stbmUncvYdKwWUEppGwqCMkRdX/tafYgjsbEDy6VSsUtFlvFF8rBsVsLIM3abRRikxCgA1NStGF727uyo16oHWlsItjB3mA9WNuN3oAXgPC2sLLZofV3HxCwzUIjDrrLZdstkG4jI5DYfI4t6y62ViiRiA+tTrBHSEmSqJesKroNt4sgby+sjS/UU8ctVZCBqYtcdjtHyDlKdUK00pryvY4Zt6IhcUsYNCkhNZtBBDtYO7TuScojliIVuqtmU1NT6qppqlxjNRlJxCiaKSAgoLXQJETNhNggCRYbE1l+AkSYNGxO0KQ5LYaoPm7ZQc6UF3uapnb7BkwxIvlZJ194TjBmD4XEwTrEllzLbrdJHY9q+/KVjC1NUyVgpfZgh6p2qBmJdKMLRlU/Eb1F79xTOfSrgICAOuElFmxZpLtFD35bQGzy9azfrI6fZU31Ym2k38rsG4QvLJnhSFR7ifPLBWNTP9G66V6DURRpjSa9ZcwSg2AHzw71ILfYQ+UOL7FChqsyi4ZS6uw7ICAgIOATRTmful98jcdxLAF7oZzYVUfWcDtOh/caqY0vlAitim7zALzxi0/vkaiOTZcmCnNrg7oRlKYUBDt4dmjdY5RHLPMmuUM7H4nNdp8iy2CSMlJTczsgICAgYPOEEoZwiby3beBcgv3y/rf0ZisL6RrCevhCowM2OUDOsTUM1O9XDi6VSnKt8qKsUZSB6UGhSblElXwdW7CDZ4e6HiqceOIFVAR2+qPfll3RjDr7DggICAjYCFCZ2mbsF09LzCpEXXGg7JAkdfGFesmel689Kr9iyFKLF1nBX4lZLy+bjan0XoojDHZQOxTvev2xVjMp52tU6ZREzaR6C4Vk0YCA9YQtKxRtTrn3G2dgXtku74OXIBkQUCesk43ZWEFXEiqjxKbkEWZdHyZ3z8uwq40vVKiOTckBT8PXX20KgpeL4A1SJwSqyWsBJS2pFOzg2aFmrJkWqWCiS06LwxLZJI7jJEk2iNYRsE0hM3RoixBvWoLMzL+UtXuFb9iBFXuJTPup21skTBoCNiw0Fq7spTK7zZjDOdN6mnV2y2bhAHXzhVY6sj3Grj6jDtv7VcaQOiRuUQOOgGVFg71rDTfIV8EORTvUDH81iH7W2ZY1nHZW1D0CAlqAN2MowTvQsdo+jVUvtE75+nDq+l+lpRv1P/1ytzP1BuTvYi8rIYJ2poY0sAQ6bU4aTMCWDhtutx/KZmmApN97FYTUjRZdXcL5ek5tfGG/1W0d7Hh0SNZTx3nYnsIvUkHi1i9oYmBxKYFtJ9jB3n7NiHHzLBmTzoBSk7SpUGlFbykgYH0QOVdbign+Cg6HdwC3vUJVZOZCbWedyAxPr/OqzJ32HPwCzoOj4MP85fVDb+Fl+DV8GY6AOQCsgEfhxzAYzgHM5hQBARsEqVm/J+5v4raNLpt9ltWFVRnfeqi2yhC18oWOpKmpSVYuqDuOE9KtU6qOvqQT6miFLOVb+UrXSWrignYd7NCcHWrGmvwO8jOvxFWbwq0SkbNt1W70te4dDQgoQIMUj8E34THA7Z7QHKlXLSjUwvneVRjnfp3uewU+hpdhcr6pDQgZ1VJ4A24AQP7jroYPYTY8CAe4fkNJtYCakbkX9Zr/L67WkGW1ssltT9yWjza0ryerS610WDNfqBQvjduvpC+7y4PK6UKiOlTd0klvSmk7cbtQ6vDsh2AHzw71oMoGGKmpVoEJw8hkx9b0jrIsy7I4jrMoqpgnlaCyBuQhXPgSzIPz4BlYta7zhWhl4+b7YAC0c0mLXlIhhYNy1dPQEfauFrbQD/KgxnAiHA+/hhXrym9oIbex+C0mlSGDo+AouA1ecTHC7WE47ArToV2L/QYEVEVmPlSyLIsiUdQj54nGDjgH1FYBUm9YKVAJMjUVD+3l1MQXliMTtyRByczu/KQHddWezSTQBuNCHQJlxCS/D3WwQ9EO1IG1KRKqhMSuroXN0Ujz6aCxlMiIoiiKVqxa1SHLSklSiqKKe4gzNrC7FrBFQ3h0H7gALoSO66EBZFB2k4aLIXLphNpa2Un6FbeXt500LIexsMCdZq/KzAfcSCqwHFK3bXdzQ8oK7TTln/liL2m+l0o+8iI9roaKOTMz91WBMjSZbwMCBJl59ipQiqJSknTIshWrVkVRlEWROMFKe6LJ6+XyqhcG0opGGE1bShTELvNOUDNfFAP2KrBL4QQ9KJ+1fLIlOfWqbe/CzeQVeNUDNOgQ7GDtUA9i7wbkhqUKlQRdcHmkVuWQOIpgt733vqR9+7saG5dnWSJzn8IbMGAbh/C97Je4yrzsWjg/hQb4E4yDFNpCYshY9mAsmQ+4aUQCTXAezIU9IXGefepOjs0HZfp1bsiUOeWgnG+nwbQTFXqRb1PTS1y4fW8Fh64CLbl/iWuHdU22ArYF2PeqvGzjOE7ieHmW3dXYeEn79rvtvbe8nC3/6Xs7SRLdhaGhoUHYSCskxm7bJD1ZOFUFc2rlCwzL2oRByR6QJANcEkDZrUFITdVF8mWS9b4k1iB9Ja5oEtDQ0JC4jSWDHYrzoZqRqCZj9xUVM+mvidv2O45ju4VGHMdk2fevvvqJs8+++7bbbp069YDXXhsF/YBSiTQtZ5m+jgmvvG0YmeHU9RHIZNnFDLjQZSl+EbrAv7uZwVswGT6E5bAcRsLprouF8AW4HyK4Ej4F/wR7QwxvwS9gOSyGXeFi6GoKNtBihEIzNBN4G26ExbAMtoPzYT/3Ko9hKfwvvAPLoANcDHu4Xmzjdpbg2UomDdPhGYjgdWiEb0E/s1wzYBuEDUmkkERRKY6pVOam6e3wUq9eu48Zc8lZZx2z//6Z2f8wdqUJVWOXz/I+tzs4k9/7QE/GOLU18wVGNvcal3iB7uVolX+MZ69+vJKxnC/hck0L0MZVww92KNqhtc+exVqlBVN3omqypTfcKIqiKCKK0jQ9Zv/9j9l///euvPKe6dOvnjSp40MPDV616mRoLzM40VhC9sM2DI8j11kgQZ6WXeH7MB7awyiX31CCu+ESuBwmQBPcBENgGPwaukACV8Dr8AoMgH7QFYBXYBAcDz+DuTAY7obHoL1RC5qD+nYluBOugEvhfFgKJ8KvYCqcBsA7MAB2hKmwHAbDbfAU7GzEjGJH9ogILVfD/fAL2BlmwdlwTpg3bKuwypy876WUz4o0fahSeaBdu6Unn3zi+PFfOO20bu3bY8o2aMxe6U21bjlHCx8lJpmOfCnDsttgupii3yq+sIUaY1cxqeyWFdj1jZhlkPqr5VGBjRToUFOzGDLOF10OdrB2KA51/ZFol7IaRKeoiVlYolKJZ5csyyKIRH5J027t218watQFo0b97k9/uveWW26++eaDX399FPSmuvxAmEBsk1ifP7qkAuwD7SCDjjAIgAxegjPge/Bld/Ll0Bm+BBfCb6A7dIftAOgP+4HM6r8Db8JY+BR8Cs6ASTAbhkDTusg4cskWj8NIuAG+CCnsBF+HS+EHTvC4Dl6Gn8KuAHwZvgF3wMWuhXUigY/gX+E62B9Ww5kwD5aEkN82hiz/2QoMr6bp7fDCHnvses45o0ePPv7AA+W0SrkcxXEUxxLWVo9Wqxlq3N06shr4F/pUNlKPXOVuldlr4AuP2Ow6RkwUn3zZidQtOJTcQFltqNK9Nm498tSlKEqgwRZ3CnZQO7Tw4K0Ta3WP1CxN0bmYjltHpiYTe2VZRpZFURSVSlmWVSqVUhwff+CBxx944KJvfvO399zzrzfe2HnWrMGNjSdDu7z8EOIXAc1B4xpLAZMh2AauhhQmuFxIwfnwY7gTHoX+LugLLHP5hhkcAE9Cd3dJe4jgrXyWYgvjkTSFr0E3OM+kT46Ht+Ek92s/2FnmygBsBxG82ZpEnwiWQwy/hiGwK2RwJixz3wZs9bCrcqzAsEoEhjZtPhow4ITzzvvp0KHdO3QAsjStSFKeFDTMssyVAcCtNrRUkZoMwVy/pqKRfPAokzr4Ql3ksquzpHSLqf1cztdUlqZ0dwZhTWlH0hWtII/m7JuQgUT3gx08O1AHcjUsU5O0qXOu2Gwn6gVvMDqYGEXKcIr80L1Dhy+MHn3h6NGzn3/+vptvnnrLLYe/8cZI2IO18oNdl094JwY46PLIkvtVMgSXwGzYHjobhUCE/ZNhLjwI/V11KW1BZiFXwT9DW3gfHoInXYplyxEK7aIEr8CzcCy0dUeAHeFHgOtlHIyC7WApPAz3uTUX69OLoAzdYRTcCsfCN+AL0Nd9q7cTsPXBm1mWjcDwtzS9E57Zddeeo0ePPOec/occIs/AGoEhirQEst2pWKV1uw2h6tiYVXxxHNtNFtRLtkTrMW5r+cJzu1MTbo/zWX4a+1cSVXqWKsuJW76IW7uIY0pJXVRfXCSBYIcW7FADEvJqCWbRiJarlPvR48U7xz2segMqPySl0omHHHLiIYe8fdVV0+6++5tTpnSdNeu0SmUAtMnLDwT5IaAZ6AKEZfAedIKVsJ1zxSTk3xcyeL/ahXaZw7/DX+As2A+eX++HTS5/E4CGfG5j5pQPZfTt4Hp4FM6AI2BmKzMSJCny55DBbfAPMBGuhkH5FM6ArQlVMxgSaEzTWZXK9FJp8YABx44d++Nhw3p06gSQZeVKZa3AAORnDLnGs0y9zzRfK1Cl7NTskoBJ37MRdyXU2vii+EE/C7cpiQiraVReO8W5pupSxyYNUClc1yLGZrFisINnh6qPynpizdqMxJXKwlXA0LpUIoxox97oPRTlhwyyNM3StEenTv8wbtyXxo175Nlnp0+dOvm2245auHAE7EaQH7Yt2EXnrboqggQ6wHJYAF3MKkrcXg9dql0rAY5X4Uz4NNwMO8B9QP4ZywofimMA3oRlJpsSs7oygw9gNHwAd8NubqpRXDHh9WKPyOLST8GtMBp+AH+EU2CSi4/E4b/G1gLvSasYgeHvaToNnurZ89NnnTVszJgTDztMXo8tCwwe7Ita2EX9VJuOh0nuU+9ZPwhlKhHUwxdWpdYNFLxvrf4fx7Eo7ZqOYOUBCqmIut2Dflv0dYMdmnta1h+JGggTwsnczuI6aP1WJ1wtt2snEJ78cPJhh5182GELv/3tO6ZNu3Lq1G6zZp1eqQyAJMgPWzWyZgT2lo8L1kiy0AUOhj/AM3CwWxUZO8LOoH+hKfHRV8MYeB7egB0KxZqyap1m+ZlBBLtAO3gVZsEwWO2OJ/AI7A/d4GswC56A3aDRSRG2F48qir9GsADegiNhBAyF6+FS+Bc4C9qGOMVWgeYEhkqazqpU7oP3Bgw4esyYH40Y0bNzZ6giMKzzJYwhDFy83Lq/9kzJs8OUIojzaYBKEzXzhdKhtpmY9QXW3Rf3Whz3uLDo0duxKTGJgbpIwRtksEPRDvUgtvkUqpDovhoyh7KTIJxos57dr1muCTj5oVKpVMrlnp07X3z++ZMeeuj0p56aftFF43r0uC5NF6ZpCUqlUhRFGn7x3uwBWyKU6mSuG7mD+mvx7xuZ4xWX4tAAX4AMboIIYpc6EMNd0AcGuIzFyIQnGmAePAU7uVrODa7rxBG/vSpzPeoAJClyHzgOMrgc5kJbaIAEbofp0Bneh/sgho4AtFFKgAgaXJKmvu8r5iduwBJt+RgOfDgAACAASURBVAWUYCVU4CIYBwuNWQK2UHhvswqIclCChWl6XZqO69Fj+kUXnf7UU5Meeuji88/v2blzpVyuVCqZk6bJv1RbRuKK/1iPE1NxCPe2t7UEcIKx0KGq5Ul+jWJr+UKTCTzNXMYmd6ddKFlal12z/JQC1dfXThOXCoDJBAx2KNphfZ6f5pDo/CUuLPGM3fZfOs+qKomsD6z8II2I/NBQKg068shBRx759+985/Y77vjnm27qPnv2kErlpCA/bF2I3JKEGFZCIwBt3LrE5hzoDLpAW3gLXoSPIYbx8DDcCD+BS1xy4i9gDsyGdtAIJdgFnoPZ8Gl4Dg6AEnwAd8AEuB0ehRgWwjuQQQ9o43i9nSttqQPTKciP4SSYC0fABNgNnoJ34Tcu76EtLIGb4dswE34DMSyCd2GVROXclKXBpURogLriPneBaXABHOe+eg3OgHYuThGwxaE5gSFL04crlXthUf/+h5977r+PHLlb165Qo8BQFcoW1hWW1LmkkOqOid/Lr7FLxFOpvDa+UPdX9Hzrmls/2JPW1xrQLSO0yj95YpYPeq0thBDs4NmBOhDtueeechs2X1QMWgyZeJkXr732Wm29+nUtsqyUJEBjlj385JPTb7zxg2nTjlu0aBj0AEqlLE0rLvth7dBr6ztgU0D+3ovhd3A3TAJgApwGR8MublbhXSJU/W34HnSECfAdt5Lip3ADHArHwN9hIfwL7Od89xgeg7PgfTgefghHwLlwMwDd4B+gPVwBQH+YDK/CbfA/AHwVzoLPmNLOmSspUYKX4N9gBiyFNnAu/AQ6u/IM34RrAOgCo+EIuACAA+AWWAF3w7XQCKPhAjgU/gD/C9Nhe/gWDIXtYTfYHj4Pfdw2YNfDDs5Q4eHfUlDMYChFURTHVCpvS+Wx7t13HDHitPPOO+noo9tEEVApl8lvWljzjKFfv376WUVvTA6/OqxKbza6bxnLo70a+EKlewoBFKvJ4wjblkmI3XJEO2aV+ovbPtnBeLwb7CCYN2/e4iWtruLQtVPD4iVNUd++fW2v3swoyZfDtEME5syZ09pePegEYk1kqFQiioC/vffeb26//YWbbtr5978/HU4ECvKDILxAtwgI766EBdAEHSGCpRDDrs1vc6UK01+hAvsBZk3BcvgLLIGesA+Q98UjeAfehV6wPQCNcCPMhZNgMDTBT2ElXAg7w+uwBDpBBB/DDrCbmTHoYHT55bvQCJ2gkxkVbhHEM3A0jALgf+HvMA72gYXwPnRy5ajbQ0+3+VYHqLjb6QR/hwzegRXwaTjY9RLEhi0FVQUGgDR9BO6Dtz772YPPPffMUaP27NYN1ggMsdmYsebpgqJfv34aLNdkusTUJvIYUSjN0pWcplF2j6VaxRfqfCs3Y2oqWC9f+7Jjs/yqjShz600VSzZhODvYQY9sgHmDtiv2sp0lLvPT2kt+1qw3eGhOfliVprOeeGL6pElL7rrrhPfeGypFe4z8YOPiYQKxmaOFbL7mJg0RueCUfs7cppcKeS/H+SO2wIOXFuARcAuBkqjw2eur4hIsiu14kbV6WF9vIUTrNnPYN1KWFxgWwT3waLdunYYPP238+AHHHLOmFN6GExg87LXXXlqKwLZPnuTkgxIqjmCUe+J8gYHa+MJ6wPY0bV+6Vne/qnpfzm+v4J1jJweYeL9yarCD2uHVV1+ta96g49Bu7PxL5k12iHpX8+fPb22vLaM5+WHeO+/ccfvtf5o6teeTT35Ogr5GfgirNzd/6CSghfzH5vQGmiFLXZ7QXKpgZsIf+hLXNAtMUCOuVjKyODA7cckKpymKvWRudWXRAsWcUDtJ0h6jwgkBmxWKa38wAsNj8FtYePTRB44ZM3LUqL6f/jR8IgKDh379+ll687TrxCXxWXLCvfPlHPVlNRIvx2vgCz1NXWTdR6ooA1TlV/1s3XdcyF81fM+Ptw0GO6gd/va3v9U+b+jdu7ftwJuO2RuziZ0y3A2lN3iw1a+s/LCyUpn5+OP3T5y44p57+r///hDoFkXILC8vP4QXa0BAwEaDp4TFIh6k6XtZdi/M/tSn2g8deuqECQOPPXa7UgkjMOjquw0+YxDovAHzbrcuqRKbXe/nqe6xqZVEnpBaxRdUi/EX3Wsv0c+L+ldNCNAzlZW9G7GnBTvIafXGKapqILo2FJOF4Y3yE5o3CGzwQtfFyq8vv/nmtDvu+MuUKbs+88ww+Ax+9kNz/mtAQEDABoQKaV4Gwx/gbnjj8MP3Gzt2xMiR++6yi5xfdov0tIVPaMYgkLxI66rqMORDYioHCFTith6zEgH5XEJtbX34wrr1xfFYzV9/6pA80sU40N6qB7kdTU0AvPyDYAdpoS69QeIUOiuxczFMpQudYdkdyj/ReYOiueyH5ZXKjN/97oGJExvvvffExYtPhx2d/JBlWcidDAgI+ITg5TxGTmD4IMvug0e6dm0zZMjgCRMGHX98h7zAoFd9otMFRZ8+fewbG/dKtxypPKRQEhWP2e7QaD3a1vJFUkhO1Na8CzGVEHWQSn7qpntqjS5QVG/b7jQR7ODZod55g47Srvcgv8rTbluuBto48waFzX7I0rTkJlYvvf76XXfe+fLkyXu+8MIwOAoolciySprawHCYPQQEBNQJm3OTicAQRVQqT8Hd8LeDD9533LjhZ5xxwB57yGlaFlp+3TjTBUWvXr2sV6quc1XhuqoTbDV8m6JP6/nCSy/QltWHVoKM82sZLBmTlw2sQ++xo413e9H9YIcNkN+gTdsJlxVPMKKNHcrcuXNb22v9aE5+WFYuPzh79gO//nVl+vQBH310KnSNIqIozbIgPwQEBNSDKgJDFJFli7PsfpjVuXPptNMGn3/+Kf37b58kbDqBwUOfPn2si2z5TNb6S3VCu9ZAycmWI1SKsu//1vJFWqiIoBkG6gR70X2bFmAHI9wvwrulTIEXHdA2gx2sHTZAXmQxZKLzI73JYmrJJpk3KHQalaaplR9eePXVu+68c87kyX1eemkEHMoa+aGcpnGQHwICAloDKzCkUsc2iqhUnoNpMP+AA/YaN274GWcc3Lu3nCYCQxzHn2jC43rC6g32fW7z5uy2C2k+Hc9ypxXka+MLL0fP68gm8XkyezHKUFTvPamfvGfvDTXYoV69QfMbrO3sOOw1dpQbP05RFc0tvljS1HT/rFkzJk6MHnhgwMcfnwqdo4goqmQZQX4ICAhoEX7VpigqRRFZ9pEIDDvskA0ePGjChFMHDOgk8eaNtUSiVejVq5d+1le3JTONiNusOo9pPHKiVr6g2moF/Uq7Ju+1qz9t9fzULFWw3clBvRf9W3inBTtQp94gdaYBO5GxdS4Buwt4YkpJbFq9wYOYCfDkh2fmzv3tHXfMnTJlr5dfHgkHsnbb7iA/BAQEePAFhigijqlU/gR3wJx99+03duznRo483JVwVoEB8xbaTNCvXz+v9JDWN9QovrqzFMLklpA8f70GvigmENg0wKo+sWYOauEEPUFJ0aYsYLx28rUggx08O2yAeYOdRmm6hw7L5p1ag25W8waBJz9EILvCfNTYOH3GjBmTJrV58MGBS5eeAp2C/BAQEODQnMCwJMsehJkdOzaecsqg8eNPGzSoc5s2QFqpZC5zbfMRGDz06tVLFw4U6cTzpymE58n7x+SleMH684W3eEHdYsuLFOR6lehjE+AvDlJGVbVfewvBDmqHuXPn1ruegvwWnHYcdt8O79vNcN4g0L9KMfvhqb/+9Z7bb391ypS958w5E/aluvxAmEAEBGwDyPKfrcDwMvwG/rrXXr3Hjh06atRRe+8tp3kZDGyWMwaB1pnGeLeeY20D9tYxLRLY2nBwTXxhWRCToKdd6Ic4X//AG4k2a13t4r3b/Rq86EOwA3XWfdpzzz2LY7Vaik5wEpe6iQsRbbbzBoENOCFVL6JI5IcPV6++54EHZk2c2G7mzEHLlw+CjiI/5CtHEWYPAQFbKWyRx7VVm7JsaZbNgBkdOqwaOHDAhAlDBw/u0rYtkFYqaZaVSrl9eTfbGYNA8htUvtbMvtRsg+SF520uHmYlIXkPmNbzhTbuecBJoZ6BdkeeFG1wwQ7D0jxmsaUmBCjdBjuoHerSG2TeULyT4u3plCfeRPUbakYL8sMfXn753ltvfe2mmw6YP38U7EWQHwICtma0IDDMgdvhpT59ep177pCzz/7MvvvKaVuQwOChT58+olorb9k9F8jv8mzFbeVLq5N7Djqt5AsV9j12tETrFT3E8WXVvSK106Jij3HrcZmJwQ7WDnXta9W7d+/U5GLYW/KmM0XrbOZ6g4ei/FCK4yiOgQ9Wrvzt9OmPTJrUYebMQatWnQLtg/wQELB1oTmBYUWWPQgz2rVbPnDgiePHf+6003bcbjsgS9NKmm5ZAoMHW78B83pX1tQjLTjQ5JMBa+YL8pWRbC9KnPZa5VryTOzJ9db59jrVJAObSxjsIAfrXYdp1QyrjWj3VTM2Gxoa5syZ09peNwe0sPPF71966Z5bbllwyy0Hv/baKOhDkB8CArZstCAwzIfb4YVevXYfPXro6NGfPeAAOa28cXeR+OSw1157Zc3s42wT9zwi9LjKkpllgdbyhYYGPH3ebtRUNnmCGB/a1nsurm5I88USvHsp5/eCCnaQX+vNb7A3bPsjX+mCfDUJtjS9oQg7gbDyw7vLl999772/mzy508yZpzQ2DoJ2QX4ICNjS0JzAsCrLZsCDbdosGTjw+HHjhg0ZslOHDlQTGLbQ6YJC9qcQqrA1A3ALCOUNb1f3WbKxb35MsJ+a+EKrO2v73rd2TQH50s6209hs+OSJ815WgTZuiTbYYcOsw7RTFVz2pgZCcPtk2HCO2GVLyW9oGS3ID4+++OK9N9305q23HrZgwRnQi7XyQynfyJb9dgkI2IqQ5X+tGIHhNbgTnt19913OPnvIueeecNBBcs5WIzB46NevX+qKDNpwO47MJN5vvVKMC06+CIG0WTNftCwAkHe7Ncxf1N51JEq9xdWVNhCAqQwd7KB22GD7U2A21LL5nLj4jTforWPeoPDkh6RUIoqAd5Ytu/Ouu/4wdWrnmTNPrVQGQpu8/KDYGt40AQFbLPwaDE5gaMyymXB/qfTRwIGfGTPmjOHDP7399gBZVq5UtiaBwYOup/Be3ergpk5fsbUNvCUGlUpFd3LC7eok7beKL+y3thG9NnZZh7L5pD3i3ZeXH6DHbfphy0GEYId69YaqtisOqBgv2dLjFFVhK0dZ+SGFR59//t4pU976zW+OfuON4bA7QX4ICNj0aEFgWAB3wZO77rrzmWcOGTv2hEMOkVevCgybc9Wm+tGrVy9NuItNGQBvR0fN6bOyvOewSoPNce368IX11D0/2HZBYZGC/GnsplPWsbb1HBNTGUldf5v5GOygdqhrPYXWb0jMahCN4uhcKTZLXfVOtsp5g6C4+ELlh4Uff3zHtGlPTZ2646xZp2XZQPFpIMgPAQEbGdUFBqik6UyYHkWLBww4csyYkSNG9NxhB6giMLCVzhgEuj9FkbSotm9Ckq8cgNHAKXi3reULPR+TwVeM3OtnOV+XCdjL7beqDVjBnzzH2/aDHeRgXXmRup7CCh0ylOKdqPohU5uteN6gyMkPaZpm2ZpHB2Y/++x9N9646I47PrNw4TDYlSA/BARsDLQgMLwBd8MfevbsPnLk6eed1/+ww+SlVi6X4yiKNu+y0Bscsh+mkpMN21snOy4k/VU9kzzvtpYv9KuyK6eopKudWoHdyxXA1Dawr2UdtrZvRYLErGsIdrB2qFdv0IkM+SmJTTFVAUfvJ03TrSy/oQW0ID+88eGHt9955zNTp3Z75JHT4WSImpEfCBOIgIA64E0XrMCQpelDcB+8d+KJh48ZM+qMM3bt0gW2OYHBg+5rRd6TJp+HX3TBPZpJq9UJoJV84en2mAB/2axZEFg+9rR3+63H5fJB+7XeebCDZ4d69Qav5lRskjXsJMimd27F+Q0tw87v0jTNnPzQBA//8Y/3TZr0wbRpn3377c9BT6BUytK0EuSHgID6UBQYSlEUxTGVykL4Lfy+R48dR4w4ffz4k448sgGAcrkcbX4bW29kyP4UXtgeI5h7IXCPCDQhwGrjNfOFnmzXFJDn7OKvGFK0jKuxAJtnoM56agpIY5Y+BjuoHTZMvUj9oiiqaDpGbPI74jieP39+a3vdOlBl6aaTH/723nt3TJv2/JQp3R97bAicBBj5QSYQevE29xoLCGgNvP8pFcAJDKTpw3AvLDruuEPGjh05YsSe3brBGoEh3hoXVdYAXU+BebErvKQ8zyH2TrDcWRtfYJx7CnkAStie6+xVOtKlAXaQVT/bIRVnCcEOG0BvEF3FK0xRDOFYvSWO421Qb/DgyQ9kmex80Zhls5588r5Jkz6+667jFi0aCj2AUilN0zTLSqZyFGH2EBBQgP3fkUEF4iiK45hK5W24Bx7r3n2H4cNPHz9+wNFHt5EV9uUy27zA4EHqTOsb23OX7d5Ikdu7QblKiyBZ9xezUUJr+UKzCL24u11KYHvxuFPJPnW1lbxcAW1Ej3ipi8EOdiR16Q2aF6m3bXu14RbvPoFtJ7+hZbQgP8x7++0777rrxcmTd37iiaFwAtXlh2399RYQYJA1IzA8CvfAW8ccc9C4cWcMH963Rw8IAkNLkLxIq2OnJtBuRW8KurfnWHv6Oa3nC+sB2zOj/IaNcX4rKfKrCuVyW02BQnpBZgowK4IdPDvUW/eJZlas2htWK1sBJOgNHuwEwsoPq7Lsoccfv2/SpOV3333Ce+8Nge5RhDwfefkhvO0CtlnYstBrBYY0XZRl98Kj3bp1GDbs9PHjTz722HZ5gUFbCNMFD3Z/CpG4hWbEgbZ7Jeglnr5tN41M8ksSWssXAtuXR3ie64whXf3KViwo3q9NR5D2K25OGezg2WEDrMOUQ3rz3myLfH1Ntq46058E9K/uyQ+vvPnmtGnTXrrxxl2feWYYHAuUSmSZt/NFePkFbFPIirtIRBGVyuNwN7xx+OEHnHfeiBEj9tllF6giMITpQnOw9Rv0oOUwldbJpwfKr55E7zm7reULbySpW0rgpf55bjr5skiKuFppBEyKokwF5INeFeygvdc1b+jXr5+X1am9egO1Qo18FfSGltGc/LAyTWc89tj9Eyeuuuee/h98cDp0c/JDlmWhclTANgKvalPkBIb3suw+mL3jju2GDj11woRBxx23nUT3gsDQSvTr188LeHuL/jHidpHVivmA3g4L2tH68IU6+uqC6yUeH0ueAWaLBy8WULxWL7dxBzsbCHbw7FBPnCKxmR1lV4bCjskLAnmhoIAWoC+1LMviOI6cGbcrlYadcMKwE07484IFd0+bdvHkybs/99yISuUo1soPUQheBGy9yMyHDEpxXIoiKpWnKpVpsODQQ/cfN+6yESP23313ALeuvVQqrfkfEaYLrYFlFFvKQsjGvsw9j1ZpTDgijuN6+EIvFw6zfckfVB1rLw9AqN3Sni2PSLVNp2SQ4morpwY7eHaoGbl1mHZGZsUTjBiiloq34XWYtaE5+WF5pfLA7NkPTJxYnj79pMWLT4Mdo4goSrMsyA8BWxOqCAxRRJZ9kGXT4eGuXZPTThs8YcLg/v07lEoEgaFuSJwidpl9Vk7HbLLgpd3pV4CnfgsR1sYX9lsbCMAlCqRml2fbsk0XsASso8VUJvAEfwx5BztYO9SVF9m3b18KIZZifofXt4wyzBtqg+pjaZpmaVpy5n3xtdfunjbtlcmTe7344kg4lDXyQzlN4/ykIbw7A7YgZPnPKSQug+E5uANeO+igfcaNGzZixEEuHl8pl6M4juM4rKisBxKn0Fe6t7kRBUlcKYdCXSOPBWg9X6SFighxfslAMSjgEbMgNgmMNnag3Gn5Nc4nAwY76FDrilN496+f9VfNNbX2tUpIQGuhIasoiuIk0doPB/XqddClly772tfunzXrukmTuP/+AR99NBi6yrbdWUaWxSF+EbDlwC6RSIEoKkVRnGWL0/QBmNW5M6eeOnj8+G8MGLB9kmAEhlKSZFkm/0c26R1s2fCsp0Fu8ssIVSqXt31qUv3loK05SK18YePxcT4Ab1lWzrejwujw4ojHboNHOc0Ow+5MLWOQoECwQ9EONWPtfpjkZz1pvi6VtY4KLyEvcoPAyg92KvrsvHn33HnnnMmT+/7lLyPhINbumxXkh4DNGVUEBrfv1ItwB8zbb7+9xo0besYZh/XtK6ephBsEhg2IPn36yAcVwNXlU7K02ygUHWV9/6tyXjNfaIlDZVPyGjumxiJmx2frVXs3aAMKcT4DUYcnqyGCHTw71BWnkPUU2rrqIRrv8T5gKliFOMWGgq04lmVZJU1jiEslYElT030zZsycNCl+8MGBS5acAp2D/BCwuaKqwECWfZRlD8LMTp3SU04ZOH786YMGdWpoANJKJYVSflOAMGnYUCiup9BoutKMStyWt4T/ihUCrMLfWr5QqraLEdQLVwfdG5uWZdSKC7HLCVCytHyPIWnr8Qc7eHaoN7/Bi8p4lSVik0uiQ5FbDfUbNjiqlJ50D+vTc+fec9ttc2+6aZ9XXhkF+xHkh4DNBS0IDH+B2+GVffbpd+65Q88664h+/eQ0eeWFIo+fKPoZa1u+jE3kG1N6+f+zd+ZxdlRl3v9W3eqkE5JACLsCdkICKCCKCOKKCCoqmw6KAq44gzr6uuAyr6IDOL6AMjrqwKCOouPgxiaMCwIDAlE2F2TNQgBZBASEbJ3uulXvH0/OL8+tun3TfW+WTnJ+n3zyqVv31Dmnnq5bv2c7z/GFCjz9VMi1O75oGxrwqQO4sgeFyw30jnpvTGe1ZYo+bVAtvSkf5aBRetIbBgYGaE0PqThDKtkZuVtzEvWGtYRKsbBms5kmibkf/jY0dNkvfnHFeedN+OUvD1669NUwzdwPrZWjiNpDxDpB1cFgVZvK8mlzMGy22dCrX/2qt7/99a95zRYTJmAOhrLcZDe2XseQ3oBjO/voDVAfca9smFQxnevphKPnC330+zPZtUrZq9dDTFtrFnm+TFvTCX3ygXi6EvyNcpAc1uS+Vv72DNpHvGitrEnUG9Y+OrgffnvnnZf+8IcLzz9/j3nz3gS7Ed0PEesOHRwMd8FP4LY5c2Ydc8wb3vzm/Xff3ZpFB8O6h9ZTVM5701NWaRqS7Oy8rFijT1wqQHd84S/3qQC0ugEq7b1BX6l46OP3dSNe1xbt8hWiHHrSG8zfgNOMaHWqVCbnla+77757rKNGdIG6+6GRpkmaAk8MDl7ys59d/d3vTrr88kOWL381bBbdDxFrEyM5GJaW5S/h8kmTlh9yyCuOP/7wQw/dsr8fKIui2Vpmh6gxrCv4dZh2phII90RoqOQBiN5kCuvbsfKFpQTqf41YuGUL/rhCgW39BN5L73MF1FW9kyiHrOd1mCvXU3jBKWWDoGH5m/cKUfQ3rGN0cD/MveOOS88//97zz3/uwoVHwRxGdD9ERPSIioNhHlwIf5w161nHHPOGY4454NnPtmbRwbDeYfta2bG3oStZe2Ipz0AKlttX3lrtji88ddGan9j2qnpOgA8i2H1VZjISZ1eybqMc6N3fIH1KapTP6ajHaXQnUW9YL+jgfvjrsmUXXXbZr7/3vSmXX/7qoaFXw6QkIUlovSSiBW2FExmuA5KEslxelr+EX06YsOSQQ1523HFHvv71W02eTHQwjCdYfkPFG0/gRe/ZFvFYHL0Mtb197N/HyLvgC1pXKhataYa08qhCAwSvADWDu3KVxkpb11h6f0CUg+SwZva18iEQXM1t78+hNagT6zesX3RwP1z7pz9d+t///ecf/GCfe+89EnaO22yOjLa12mNRs7awp+g+uAhuedazdnzLW97w1re+dM897dvoYBhv8P4G0UZ9lyO9/yv+c5GCp9Ku+YLWIL0o0/r3af/e7iewu+/fN/BjaRRcSoE0gCgHL4c14G8ogn3g16RSK8dNq+YS9YbxgA7uh0eWLLnwpz+d+/3vZ3/4Q1+jscmpDmW58pYrHpck0VclPPX0081mU5IpodFobD5tWps9zTdtFjRpDDeb+d57H/C2tx112GHbTplCdDCMY8ycOVMEo/e8r3iIC7qP1Ik3r2XLdsEXFVe8t5VxjNs2yUDQbhGeg/301MzvHeWD/VEO9F73aWBgQHeLq47p1aiilgtq56PeMK7gq4tU3A+PLF6cpGlVxdjY4fcjLd0+ckmS2KZiRVEsW7bswAMPvPeuu1bqFklCWT5rt92uvvrqCRMm9PX1JVCUpTpZn/ezvmEaWFkU206damfkYJCJE9WFcQW/DlPmbD0ZMG8tZkAt9O5z+LvmC58rIPtbfKZ5ZqGaAs6erljM/nJqznlcEkNdFYhyMPTib8hwdbCbzaa9XuWN8c4QTU46S8S4gkp/2LE9WM1mM2s09KLftGB6QEBzeLhoNvuCKJY+/fRm06YxefLkZjNpNuVdKGFKUTxj6tRs4sTBZcuSJOmbMCFtNDZxZ0MLyjJvNhuNhnwMZdxIYlyiQoQKeNMaLNerXpaGNmgw8ivLUv10zRc+wbAMu1FbV+pcDFqpW2Dt5Wa3JY5l66bSPh9Qd6f1jVEOFTn08lxlElBZlla9Up4c3WcadsXQeGlrFDNi/MAb2YA965tUXqQ5BpIkefLJJ9/73vd+8pOf3HfffS+//PJ77rln0qRJW2yxxeGHH37WWWftvPPO999//2GHHdY3caKpWmVZ2v95WWYTJ55zzjmPP/74zJkzZ8yYcfnll5900klbb721/W7X9y2uf6x8rqKDYXyjbu/idlgA+vr6vInsixnjQuMixV74QvRZKUxEa+RebTSoCiGkrZWSxd+6WXsafZjAZwtGOVTk0P1zhdvSQwtRfLjFPjYaDVNzilDvek3trBWxlqAXWO7NQQAAIABJREFU+qb2Zlcd+BkzZixYsGBwcHDFihVf+tKXvv3tb8+YMeO444679957582b95GPfOTb3/726aefPmnSpEoPWZZdfPHF55577s0333zvvffOnTt3//3333bbbYmGtUOUwwaBLJQ+tBd4mqba3EimqnGJMZ+s6qJ17Z/Yq2u+8FxL6xbSdWvel10yUvTheTuumNT13MMohw5yGNtj1IqVbpZGo2HDmw/Hus4DsiwzpUmzqZSsiogYPzBqN+1h4sSJU6ZMueeee55++ukddthh4sSJm2222cknn7z//vs3m8199933N7/5zdNPP+2vBRYvXnznnXfOnDlzwYIFc+fOfeKJJwYGBs4999ynnnoqSZLK7zAiYtzCDE2zifM8bzabeZ5bNp/3z9trv2LF+k5kDffIF+o8CzDr2Tv5rQdDGvakrk9MLK4ZliEPiaDUVgzuKAcvh9E9Qe2RVgIkNrB1zQi1qGjdvzwiYrxBGUD2IxwaGvIfly5dak+vPdt1PeCvf/3r8ccfv99++/3617+eOHHi448//qlPfWry5Mm33HLLJp4aGbFhodFoGBXZG9uYieBdl1fcWuKWCaiHigHdO18Yp3rPuR37QfM8NwK2/hXgt/8Vy+/r67OWWZZZoIFAq6JnaxzlUJfD2J+mVaiu2dC0crcbh33bbDa97KLVFTE+YT9U098nTpxYFMWsWbP6+/sHBwf7+/uXL1/+nve8Z968eY1GY9GiRbvuuutDDz1U6WHatGlTpkw56aSTnnrqqQsuuODqq68+4YQTjj322Llz51ZKw0ZEjGd4GiO81TNXBtFn8BF2VfC2b+FW/1cM8bHyReFqIqk3YztrUw+9yxCXb0DRfW/HEwrYaFY+aSALuThRDhU5dI2WnTAUbslDWiYhF8NrRjaDHgeOiFhLsF9OkiSPPPLI/fffP2/evGnTph111FE/+clPLr744n322ef0009fvHjx9ddff+ONN37wgx/0eoDpHFtssYX9+H/4wx++8pWv3H333ZcuXXrttdfusssuUWmI2IBgL22DZyYlTZtbWwxkxz7Srzi6OuyFL3xQQAaxb2ymsxnu1o9CCaqZmIdwvgUCdLMaxfqUma7+oxy8HMb6LHkks2bN8veggSUdSc1P1L5dsGBBL2NHRKwNKLD35JNPLliwYNttt91xxx2TJJk/f36e57vttluSJEuWLLnnnnu22WabbbbZ5jnPec5dd93lHQm77777Lbfc0t/f/8gjj2y33XbLly+/8847BwYGpk+fHhcRRGxAsH2tGGGLhIpZrNw9XFkhWdvWzJuqY+WLtHX5n0zhdIRlgZlbhUirt6C+J6SO7VtPrrrZKAcvh57qN3jvii8N4WtwFq6KhX305SojIsYVVMdi+vTp++67r50sy3L27Nk6njJlyl577QUsXbrUe858fdkkSbbbbruyLCdNmvT85z+fuJgiYkND7mogyn8uHjLHtZ2017tZyeb69j3QamF3xxdtSdGTpc8VyFzxooqNbtP2GoAG1c9TzE1gyiiHihx6waoZSBDWuyV/SlGye/C1AXp0dERErCWofoOVvZKJYM9w5SvzSdZ7UBut6tTJqDFHbECw51yva3t1yycvJ3nmVvcR7GwjV/1S9FPqji/Mo97X19fX12fcJtvXXOuaZ9paH0izKlozBxVH0P9SAtSnjRjlMJIcusOq3T/1htVOG8q9NK1H+Rc+KSMiYrzBF67QciNbmenb6DdZdyHovFKWNtliGBEbNCqO68yt2fP+88qbP03TZrOpqkRmeVds1i74Ig3VEj19+Pigd/4TDPQ0FFK0q+TqtpWQWVj1oNS/SjKBKDnKoSKHXpBVQjI+rmM3JjeL0kkqnpCIiI0Mciq0DUzo51qEXCozKcx1EX8XEeMHFbMyb91XiZASaG9770VOXSkk39ibvIyRL3wkvnAZ/jYrq7pYZzjj3ax1UUN9OE+01qZujkc5rKkowcpJqIhVxQer+RHUMTlS1sjwERHjCtIJOuQ/6qR+ot6rsS5mGRExOnjLVWTpz9v732e55XmetO6WROtyvq75QvkEGl005pMW/ZxlzedhMyebkjErNS6Ug9BTdZRDWzn0gjQNqzjkjLWu/QIVjS1lJwYpIjZKKKdy4sSJhNeBNHqzRewY+OMf/3jxxRcPDQ1dcMEFd911l3ImdNV6vZWIiJaIOCG5T7asvclVKUimrdm1yu9LXcpeL3yR57m2eyhC1F8hA+X3WRFGP3/t0WAOed2C7s7OiEGtHCRgBZ6jHEaSQ9dYeRvmAzEppCGbw3I97MaysISjPoOIiI0G9rNftGjRNddcgwtY6NeYhD3riqK4+eabTz755KIoTj311Ouvvx5QGJLoe4gYBzDasJiasY7t7mjfNhoNc60Z/djbXq96Wjdc0FVd80XmlgaYxWw/FjuvdCIfrbdvLfxnVEooSyBmzUI5I81ZUxXlRznU5dDLc7VK4dIAeSixafJNw/4fpgqVobJmRMRGiUajMTg4eOGFF2o9RZIkCxcuvP/++y0FaeHChQ8//HCaps9+9rP7+/v7+/tnzpxpv/w///nPd999t+2rG/0NEeMKeiDtTa4zMrLNWlX71JVKtDNFyMPvji98pp6dt8bGcEafamlDWP84z596sFUDYnpaffWZW51Y4cgoh96R1XuU+Ey7kUKEC/xID4qI2MhgusKhhx4KpGm6YsWKM888c5999vn5z39+1FFHXX311bvvvvsFF1xwyimnmJpfluWyZcu23HLLr371q48//vhznvOcadOmbb/99lFviBgP8LFz88ZXKghVQuz+JM7N3mg0lMPfNV/IVyfvnXXrt1FQQoCfv2dEX4FAo+etqyQIiQVp6wqIKAefBtE10oqYbA2Jb1HZwsqnWvQ+fETEOMTAwMBrXvMae9Qvu+yy3/72t6997WtPO+205z73uYcddtiuu+66aNGiRYsWTZo0SemTeZ5vtdVW3/ve95Ik2XrrrZXlEBGxHiEKUQafz6TzTCkreSSiHR4eVrycbvmiCIUH7KOs5wo7VoICeah5YL3J+NacCYWZs7CEIQ/LH3RtlENFDqt9eDogtWGUEG5RH/N4KKtct0qoXKEYTETExgRLSpg8efJ99923fPlyYLPNNrvtttsefPBBe1mcffbZf/nLX6ZOnWoxUQUylixZ8qpXveo73/nOhz70ofPOOy/peYf7iIjeoaQ5M2Qr2XnybBNe7D4qbzA3u1GOmem98EXFCMbtoZAFeINY1qn54ZV1aPPxqwxUcMlUdm95py55MMrBy6FrpDaMveNyt/bD/C3+zr3ypa8iIjYmmI/xvvvuO/vssy3oeMghh7zxjW9885vf/NWvfhUoiuLaa6/daaedfvOb39x55519fX0PPfTQ4ODg8PDwN77xjaeeeuof/uEfdt5556hYR4wTpG7VgAjJ+EYBfh8a1wZLWdgD2nvI1whfaA76KJrMXZkEzV/9+KxD2euaqtVoqjgJZFhHOVTk0AuSOXPmyKOShJK6aWutbM0JVzQbmDdvXo/DR0SsVfj4XyVwYCrC8uXL99tvvzvvvDNxO1PMmTNn7ty506dPN2dmo9F44okn+vv7J0+eXJbl4sWLp02btnjxYrM29OO3r6ZPn25xx7ieImK9Y+bMmQSjVnUPPW0oZm9PrNYH4moZEQojEvL/u+MLg9r7+aSutoGffx42Z6oE6ZUKYL81MXfutrG2BplLaYxy8HJYtGhR9/taSW8qXMEp3UAaikVoQ440JJfKRRMRMW4h8h7pcZ06dapqNuj/LMtmzJiBW2y85ZZbqsNp06bZhepkwoQJdjBp0iTCGyGqDhHjASJIIydVC5DlKrM4c9nuWdiaWW7tLCw96JovtDdj5VpCgYGsthDAju1aT71ao6hJioMrP+Q8ZCNGOVTk0NNDRXCetO0ubU0HtZO526AzImI8w342Q0NDF198caPRmDhxot4IxutDQ0PAtGnTxPTW4Mc//vGECRPE/ba2e2hoqNlsHnHEEf6rOqK6EDHeICLxGfv1Zkao1lKmqthBlNkdX0gLF0lbhF4jKkaAc7CLm73jXcSsy71OoHupzzDKQXKo3/XosSo7w24yCduA6vWat67rKEISR1txR0SMN9iP7ZZbbjnzzDPbNujr61PRN6Asy/nz5x999NFtG5900kl/93d/V4xii5aoPUSsd+hNLmd1GsoNeYqidXsn3Lo+XO5eJcOuO77wZdpFkBXnvD761AEd4ML8ukoKgQxrK8JGWMsQ5VCXQ9dYqRbJ7+GLTlSmZYkYSiSRgCIixi2SsO/lGWec8YEPfIB2dU6Hh4eHhoZWBAwNDdV/VPbreN/73nfGGWfIn0ksJh0xviGfudjLWKd0WzeZ6VmEbEEd4zIBfZivR77QakM/ojXTlCp2fFEUeSi5KC99mqY2cyNgX/9RgUJrbF9FOdTl0DWqq0F0LG3LC06D9R4giYhYB1A0odlsfuUrX3n88cd/8IMfKMQ4SphBcOSRR37961+n9ScXnQoR4xmyUP1HWisRWfp9pYKQzGjzq1s4X2264wv/rVGdOszD+kMd+MuN4ysefnMVZGH9ghIDLayQtqYoVm4/ymHEJ2Z0WOnZ0FS8cyZtXQeC2ycwBikiNggkrbvaf/zjH7/yyisfffRRf74z7GXx0pe+9Pzzz//d735333337bjjjo1GY9myZQcccIAfaK3cQEREz1Ac3QfUi7CygJA17N3dFa8+zsfeNV/krtKRkhN91qE50n3OgV8XYNcadyrf0DopwtqELKQx1skyyqEuh66REpQduWJwaRqEmlPWOnplIzY4+MSFxx57bMstt3zuc587+ie5KIqyLL/5zW9eddVVn/rUp+bMmbNkyZIrr7xy4cKFqvu01uYeEdErtBMbzj9v7m5toCDS8szqVwHIkqYHvshc3aTKJEWiIkj54Y1ENVVt6aR5yuGfhfUC+uid/FEOdTl0jTYbYBRueSguDJOH/cjtfO++joiIdQPVZujv799uu+3OOeecl73sZY899hijUIUHBgb222+/yy+//JJLLvnQhz40e/ZsqzB9/PHHDw8Px1INEeMZSvETVeShMnEZNnrV0+u5Cmc36yOt9utY+cLbuFlYkpC5EgiyiXVS8cTCZRKow7plL1bKXK5ilENbOdADVqVISG+ySVgSpvQU71QhrEztZeCIiHUGT+1/+9vfdt111ze+8Y2d+d608v7+/h/96EeHHnrob3/726OOOuriiy++7LLL7r///v7+/ve+971f/vKXFy9eHGunRoxbmK3pnfN+AZ696o2BkrATNM6nbV7xNGTeqU+64ot6wN4aGy+KiS2RkLDykFYbNQ2bLPjRjZtxO1Xi/AEyvqMcvBx6QVq5Abthq0IlT4udke5jU4wxi4gNBX7Jk70CZsyYse+++06ZMqWD6lAUxVlnnfWCF7zgkUcemTp16oknnvie97xn5513XrFixTnnnHPEEUccffTR9913nyVArKtbiYgYAzz/6b2dZZl2YdCe0b4WoRbsWePCbe7cI1+ogU8YNGe77aqA86srOuAj/Wkt0c9+1BYxFGfLnZCFjSWjHOr6UNdIdQNekzIxyRNi8rWZ+S00ehw7ImLdoCxLe4AHBweffvrpJEkOPPDA/fff/+STTy7Lsu45s1fGXnvttdlmmw0PD992221HHnlkURT777//nXfeudVWWzWbzde+9rULFiyYOXNmjFNEjFsYu8j69D52c1Y3m81Go6FsO8DY0Vu9IjD10x1fWFf+Qo1i8QJRpjz/6hDHtTgHfh72fUjT1E/bWqpcdJRDWzl0jWqoxt9bpWneWj27x4JTERHrEqYcPProo8973vMeeuihAw888KCDDtpll10OPfTQSm6jLY8+8cQTr7vuuqIoLrrooiOOOOLggw9OkuTee+/dYYcdjj766Le85S0XXHDB7NmzbceKqDdEjE/oydQeifqqCBscmFYtA9rgA+SyWSsW41j5wgfmU7eHgp2sLHGqjFW4Wo3yyct2Fxnjch41im1dG+VQkQM9IJk9ezZulaovNYVbsGEz8JJKkuTuu+/uZeyIiPWOZrN55JFHXnrppZZWbf8fdthhF1xwwWi8eVFpiBjP8PtaZa07G8kbj9u50exda5a5jL8i7PDkCWKsfOENcVnqWsqoa0XDaVjXkIUKCkVYM6n5SwPwuX4yrP2EoxwqcuhpXyucM0TeGw0sbUXTqmyYEbE2UIaNGZvNZiSlNQh7F2iVtrn1vvvd7x5yyCE33XSTKQ377rvveeedl8DQihVWf9qaqQegKMs0rLZaj7ezQaMEM4Ci7rX2IM+239QRR5De8sa91fXAy7SteOy74AtRbx7qLHlalXGft9ZUtq60O4Nc7sadhdtkUqSoUkjaKzLKoS6HER6ZUaGlhqW0G1whKqkzluLhdaVeBo7oAK0AjkJee1BSwxZbbPGrK6446KCDfnfLLfu84AW/uuKKzadNAxpR+OsEUWlYe1Ao3RdIzVoXGaYuDVCbLHi3vN75FcYdK19UfPiyhjsY5SJR0bN2jCSwu8x9Y0qzwq29DarKSFEObeXQBTJavSW0bhVq5+1+dL5+5xFrFvbHfvjhh//tq19Nh4eJL9a1iWZR9Pf3z9xxx9/dcsvMHXf81zPOGBwcbMTyJGsVZVn09X3wH/9x++23L1wtnYi1AaMx47OiNSeuCFUHClcpCJd2pyIlgAi1O76oH+jYuC0Je89qp2l5CHSJOQtlUttABK++UbjWIqZusWKUQ0UOY3+OVmFlboXJJQvLOVRowvwhfuDK7CPWBkzg9zzyyLwvfOGDkDvjOGJtoICD4cNQXHTRiosuiiS2VtGEDP4N7jn66Kg3rFX4F7Wxi+xUn46Hi6b7mLodGGWKCHrhiyzk/+ur1FU7kBdd/v80Tc3TnodyCN49QG1Zn7Z70Ld1WzfKoZcnaqWUJCBcCKcMO4sXLifTvpXC1fvYESNhpb7ZaDx/8uSXr1hBTCVZByhLypIkid6ddYEkuW7ixLLRIL5M2kEWZ4/9iDAI8XJv/lZGLEI6nuXey2euJEFr2TVfiA7VZ+aSCr25r1Q+LUbQSSNvv2NT5lYq+kLRfpJRDnU59IJM90kIqFiaksaQT0bjeSUrYu0hgWVF0Ww2m9HfsM5g2kPE2oQ9z8uKIuoLHl5/WlNZ5xVLmlbSktXrA/B5qARAoCIl7qVh0WB3fKHMwYrPXBc2m80sZBWILEXAolj1pn48d9qZonXhQ5RDXQ69IJP+oiCKvrNZKq5TuMTR3geOGA3SoDFEvSFiY0LDSsdEtO67tpaGyELpQG8KW+pc1i7V3e9oQCACJed3zRcyf7WYUPOpkB+tnhLJx5OiEhU9MduBrq2INMrBy4EekMlpY3cu/0bqVoVqFYfPvIjaQ0REREQXWBuuhZHgA9tWgbg+rndx193v9tFvpNQdXyjYL38+rYWPfOIhboGAN9BzV0jR5mPsm7ZmNXp68g6GKAf/f9dIvaTsfrxakLm6kH5PLSvJ2cvAEREREZsUkoDSYW0PWrjiyqpA7CPfnrfM6rVcfXvDF2G3JPFN13yhQYvWYgNWwzFzSQCVEkEyx3HrDnJXL0HOgzRsa+kDAcoljHLwcugFLaEXScGnYJhE7B6kEMlVEhERERExEtala6Ht6PVMPUMRChh7x7hs5SzLrHyqXaIou7Xsji8yVzfJujIatnC+d+P7SVa897kr21yECkg+zO8XOEQ5dJDD6p6dTmjJzshcjUxpVbZnhvb31P9+NhERERERwnpxLdShQb2VaTF+3Avf5wyarWw2t+3QWBRF0m536bHyhQZNXVHn3FVesm49r6euDpJ607d9fX1JkmhfOk2vohzIgo9y8HKgB7RxmKSuRkQRavFqP1B92+PAERERERsTEof1qCu0hY/Q66O3WY0Rjb3KsL0TrkCh7Gl644siIHUb0FeM74ozOwtJCZ6qzdYvy9JnD+C4WfRZifFHOdB7fkMaSlH6GdvkFA5JXS2qirckIiIiYlPGOHEtjIQsLCLwdqe3bm3bAq3Tw5UWIDjtVcWoF77w1OWzCsSsRdiCwXNwFlYk1reHzsKCAm/B27Rtywb7uyjGH+Xg5dDNwxSwKhNEPhObq92wSnIS9Bdf3jIiIiJiE8T6zVoYPYqwixuthYaUsU/rbgsGBeb1wvfmdS98oQyAIuzqREgJLN2eDmqsg9ztG5m7esympak8olhcngDtNBHlUJFDL2jZPFQqidQWU22KolBOqSVfdOdvqBSGW22duNEUkhtTsbkOjdt+VT/ZuVnSDh2+8g3aDnHa4GD125H/dUassRMR0SPGuWuhDu9st4C9heq1rs+aeWPXzpehdqEvdiQWoFu+8FwoxvU2tJ3PsqzRaJj57udZhsLJ1o8I0v4QiavGKAbVTKIcKnLoBWkRNuzSpH2qSBagstu0FsscE8rWDXPLjvvnJiNssFsn3dHzNB2Jv95J5xm2vRG9SurvFP+i6fDS0d/1JXvt9en+/jYNwr/K8cp7GbUmERERsVr418IGoSt4mIUqvjFr2KiuCHs/yr8tDsMF18WORjm98EXRWgHJJxZ4JsYRpN+2sXSL+MzILtx+lbg3pxQCu2UFFKIcKnLoGqvWlui2NaS1UPpGFhaMlq5G91hhFNuW9X2zxC1drXxVtqLtmfrJDvZBEkrB+w4rE/Yt6+pF5ZIOCspqUdFvThscTLRYdtSQJlHRIaIyERExStR1hQ1IXRAKt7uj6ApQnL6eTKdCRqKixFUCoAe+UIJeFvL7qO0WoYG0DTQh+SB3CxOKkHhIa7pA7tIGfQ5BlENdDr1glWJV0YmkECnQ4jNK0tZlIWPCSMSvBlIaxOh1raKt5jFWqvbvBXVVfztU1IjVvkTqykdl2oygLely849dd+utn+7vrw9TVwVGuu2SNs6JiIiIttigXQsjoWJfpmFRgH1UeSLtD1nWNjIwH3vlwu74QmH+NGzw6AfKXLzf+szcptL2UamColvxqNnr9jLPw14Poskoh7Zy6A6ramPZ8OZyEZ/19fVpH3HpYlJbxjSSp8mRKFO/2Mr5Mngp9LGudvgfebI6+H6olfOsz0rf+lvQtf5eKppB5S7qcx61/Fw/HeMU1cl3MUBExKaEuq6wEagLhizLbJkAIUtOJYyAoiiGh4ctw6502zRnITQuG9obsr3whResLtR8KnxmH80lIHYsQqlmWreHtoUD5jaQ1a7yCVEOdTn0glUukdIFRfwOH0mSmHQk0O5GLVuTAHDuBN+mw+V2UFc42tJzpUEHhUBz6/yyqHyrj2UtaaPD3EaDyiWnjfX6Vl2hhCS6GSIiWtHhN7sxQf527ZJQhp2W9DL3fm//bvdi8esO6JYvKrsyetrOXAVDf5W4VjsvaJKly3PMW1cWqAdj7twtp4xykBxW+/B0QEsxCvNgpKHathelUj96V1WELq3tVqu97RmhwsEjOQC8h6Dik1itPlFHpYe250dqY/OpxCkqTqXVxinGFI+ISQ8Rmwj8r3vjcy20hadJXAqe2FEvfFnGPhyuZtZJEkLm3fGFdSJL3YjWD+enJBK1/4vW9Yp2SeIqI1kDn6Kob7OwgCLKoSKHrrEqk9OrNji1y4I6OB9I0W1SZAXJCCsmRnmtHZQjpybUz7QdrvIS8fpH27mNNOHVWjCjjFPodlZ+rPczljgF0dkQsWljU9MVPGQB2/vEr91PQvC7cCsJ6+F5n4hXht0ZuuMLEaoc+DovsvQufVrXC9ic5SGgdWtK3CoGgi2ehsWKUQ5t5dA1WpI75NPwZ7z6I2WNWgxmlPDWthh0rPdQUQjaRhlG8hOUrTkKSS1rwV/Yts8OykflNseKiubxkr32Asqxr6eILoSITRxtXQvre1LrAfJam3+7LEvjMALZJCE8r+OKR9m/8z3zMXa+KEIyf+G2ptQ87dgYXbQnJC4rkOBml3Hv2VeTsZUIMuujHCpyaPe8jBarwh4GSaSiHKlNJY909PCkW/kZj+kn3ZahK1w+yuCCt/79K2a149ZVh8rtVPrpItgBXHfrrUACuYtKjKaX0ccpktA+ImIjwKbsWhgJ5rUuAsqyzNwuz6pHJDNaxre3aOW974Uv0lA8wEf0xcSexXNXMsEm7Is5esd+nufSAPy4BBtdNxvlUJFD+8dldMiUZNHX12cZm15RskYWFMlCkkWSJMPDw2NNrOhAupUGo+yHEbjcvyw6DNSB+OsYKeRRCWqMyeVQaeAvr+tko18xUdYOOsxjU3+nRmz4WG18cFOGrRrIQ96fjstQYjkJGz37ZjjDN2uthdwLX/hSBHrFFWFpg5gsTVOr05y6PR1stpXGuhdGSAuwadjoUQ4VOfTyXKU+ZqPwic+9zPNcoRoCvWVuR84uULZD22ar7WT1Z4wdR8hAXK1R4jWDztNrO5m2l+ukH9of5CPUb6hMYpQpDqPJgYiI2LAQXQujQbPZNFszDwsrcEatN1XtKxGnPNs4B7t4oTu+MIPYd+K3ktIc0jQ1JtaIeUj0S9NUdQ/lHsAlChQui1DZi1mWRTnU5dDLc7UqdaIIuZ1SVRRBMSaz+ZmfRGmZo8dq7e+R/BCVNh06bPPi8G2ShBFyIDq7JUbTZpQTLmsTaD9t36a2niIiYtNEdC2MFcY9FiyXxNJQiNBs5TSUKRT/mZmr/ZMI9qs3kbvgC2+pG3t5c7wM5ZMt6U+cR2uZQXFe4co+mimvb9XGH0Q5VOTQC7I0rDFNw57fOJ+Mf/5wyaJd/GjrlFnvpH6mc2bAauICbc+0S6hsO26lDR01CfXgJ+zTLf1B6UIqbeffozIYEbExwf8Y1+9MNjjIDCV4s2Vz6zXeaDREkKI3sY5xqtGb8WXXfCHzupIkJzpMw17V2nyybTqdN6997J9QAkHNRL1RDnU59IKWjTUrxzi1RffpAyp5SD9FAAAgAElEQVRdjzrKPMHVNuti2UKlz9FMo87uY81zrCgcjOBcUbOKbO1DfGVGbDqIroU1hTQsLFRg26fjGZSUZy98c7BbY2NQdZLnedd8IUJN3X4Q3oDG+QD8GS12yEJOolG78gZko6sBgW6tbnSUQ10OXT9R+H2t7PPw8HDpdu+2k/LMqKp2d0qDQpL+WGe6QBehzXquQ1JD5xEZwS9Sv7XKt/6gfpWHz28A8qg0RGwa0C8iZi2sKfgAudzsysM3y7uSjifD1NvEBEO5a75I3UpF8be/ynOnbPckSZrNZhnSA629N/TtXsxz4JMP1DLKoa0cRv8I1dFSZTMNqz/9PWiwLNSyULilC+hFoP9Hei/Unfxt24xV81A7XVXWQK1N5WN9RH9tvZ/KV/WhO9x+RMTGDXufVNSF9T2pjQcVOszCDgXiRR+trzCWNlkQmfXCF2pvxrr3pYtKNU8NR+BdpQ6oN1/1WTtb+m5zV1k5yqGtHLpDmod1n7qTipZkIvMzsNCLj+KscSSrc+nTke87YNUyxZp+0FYb6DDimG7HKxwddAVNoAx1nzZcaLlH0br0Y1ObQx1+JoWbm06WrtnGitMGB1+y115Jkph3LaoLawOKbftAu6ilElY3iFGSkGTne+udL/KwHIDg4fdOdW8Hy1D2ZZhxhn4ZdqYmeOMNRSi2aD2bYz/KoS6HrlFVlAj6S5Zl5gNRAQqNV9Fl1jiSWvZAWSvp2AGr+hnLoKN8bY3k3vDn620q/oaRetvIXp0qKpWGilXrvpClhkvdmfXoySmDHEpoQgJpmFsBzbB2RuLayGDCzyCBT/f3X3frrRvTAz8OYZxnwXvccgBFvmUxEzZ+NCi6Lx6yDnvhizxs8Vy4hYtlWHRQsbA9RPb1A+vQ+/N1VaPRkDMgyqGtHLrGyk019Dlzu3wmoQh2o9Gw/As/Xo8Dt4XM8fpXZa2sUz0uUI8OrMGJde7Wj97WeJJKQbsQSdtBrV7kho4UnoAicOHaZomKU8H+T+Axp8esR6ZKXNHPDJ6CBfBEUCAa0OeUhjUyz7YCWcdI3I2XMV9nHULZfOI8oxb7tgiFjOxA1QJwZQ1ls+pj13xhcyjDmgJv+hftVhvmbjmisbI+iv4zV0JRLG7TKMMSyiiHtnIY46PUgpXzyN3e4WmaynmYh20zyrDAw995LwO3RWeDuy0T0y7K0Nn3UDHjklrKQsWdUFFl6s6G1SJxKznrcYrKtMfa+biFabyXwK7w1nXCFmXtwIqwfwl2gZMBWPPa7ligMEQC/wlfgdPgmfAWuAmugE/Bu0LLNT70ukRSUxeirrDuIXtaMW9ZoonbGylzFZcJXvckbPJEiLgbiXbNF95tTuDFLKwbzN1+UUo+UOqiOfn1P+616SMF/t79lKIc6nIY5SPUFiv3vTCtJHGBHH+3uiW7Z69/rRckrRUU6qpGWZaVRRMy4BItqXBrI0dycqzqrd1xZTKjxGoH2mhUB3s+boK/wv9CExpr0/2unksXlTBZXwNPwzXhzPoNARTQgLPhNLgDNofH4IewOdwLl8POkATp9ThP/9gna6LD1UL9Ry1hPECOcULNaX2l6siylRXsr4T/89YFdF3zRcW3rzMquyRClRntD1KXf2CXWLkFWl36iVuO6P+PcqjIoRdkXiJWN1vT8lEfhYIq0ukOMr4ZO00mtZTJSg8rv7X/zZega93/1PqpzKfFXdHb3hMj6Qptwx9lWVptsnGVF+k956JnwseKX92OMyjh4zAVXgQTQ7QC189IndQPRnnSWPk+6IMdIIUSvgovhDcBrckW9dvpMMQaYVzTaZbC/4Xnw+bQhO/ANfAm+B1cCdNah2srW6gy9EgzN/3jb/AYzAna25qFl8yGoi4krfXZ2v5CV9tm9J3U3xidjY36C2ekt2XnmSvTPsuyZrO5cOHCWbNmJUliXLho0aKBgYG6F33RokVtZzV79mzPF/PmzZs1a5Z9nD9//qxZs1bLF9aMwJrz58+fPXt2WZYLFy6sj0XwqM+fP3/OnDlmuxtJDw8PL1q0yNr4/i3KYLe5cOHCOXPmGBNLIJkrmCg5VKIJJhZTHWyGjUbDbzRld9GBN0cSoO6rIgc5oRcuXDgwMGA5lfbt/PnzAbsd38+cOXNMDpkrw1iRg8ICjUajLoeRZjgaZD6Iopuve3W8jpPneRd1phk5M6CX9qux9YPjoe0rdaR+6ipCh0HbfrUGZg7X3XrrL174wlMHB3va8bQ3lK3HSuUrncO/EfipcsakPQ0+Ec6nrX36S9LWv04eEgbFc4Xrs+lapu5Pab014Vg4FbYOX+0Mn67NwfpRTqKeEJ2p3E5FFEVgdP9tB93CGtuf8nfwJPTDMOSwNbwp3GAzCLkcQVD1+SQhaUAfU3e+CX3wQdgbPhj0qjWiBm3QrgWZCmP1F3Y9XNvzq02c0lf1+Gbl8rbwb+k0TWfPnj1//vyBgQHztPuPuOA9MGvWLOM/OzAG9Q08d9b5wpOcEWE9+l4UxaxZs2wC0gCsB40lLrfLK3xs+oQvjuSdCgMDA/PmzVMDL4cypC6aHMpQI1Js6tMkje/SkNVoRG43ODAwYB8FU61M7aB1jcaiRYs0mYGBgYULF9pdW9BBLU0P8DKcPXu2faWDRYsW6aZMRJJwXQ52XgdrBCtTMLyYFCbxw+uvaGe8iDcIJLWDagP3EvHa/Tp4p4xnyBa3A/uTG5f79Jb6mTIoE7Ju5WzwjgF/SeE+2kB564i6qmIxG/1rrA/CdTAb+ty1be8rC+P6BqYQ+Ln5kIE9DWm7mXeOgNj5vnBfwGbQF86sgAmtLdVVXVCVm7LR/a/Rz6cPvgX/BUeEsehBadgQXQt1VHyKfkETVB2N9eOydXlXh1fEaF4gGrSeVsXIGsMoYTw3MDAgH/ucOXPmzZvn24iMPcXKVPWRjqIoGo2G2huxmfLh+xkYGMBpHnWyt6vMthYX0qq4mEtAFr/dhXVu8zF/gzFRhbwB3eO8efOMnmUemxySUJbXi9e6lRyKovBDSw4DAwPmk8iyzI7lRRiJN629Sj2qvmR95pKP9T9//vzEVRD2GlgWlmZkYYcLL0ZpXXLSeGbvMVSxcm9NSc2rLW0zKRRo6WXUsaIn/i5LkmS1/obQdmwugY0euv8lUMC1kMJr4Ta4EAbhefBGaMCD8AN4BPaEYwLNN2AIfgQ/gu/DFCCwWgN+C7+BJTAFDoVdg2H9BNwI/wmfgCa8G0r4HuwDDcjhYlgEy2AaHAEDwUZ/FD4K/wUJfBG2hbfD9vAEfBNuh/OCWrAUhuEXsBfsCVfDz6EfXgYHAXArXAjD8GI41Jn79tjcDH+Ax2EPeG0g6c5kbHd9F1wCtwFwG5wJw7APHFy7XM9qA26Ha+BJyGFveAM0nB6WwmK4AB6CIXgJvCpMeAhOh89BAj+GBfBK2Hfs0YoN2rXQFm2DDpWvOoQhvF1R0ULql4zkFejwthkpLNLh8rZqh0HEZoxlx+ISI2Zrqde++MyzvpL2veHrTWHrTZRhV8mfQauHwE/PfzSS1twGBgZk3KqNshd1IOcHwbIvW/fF9j145sbtWOHv1DOr/DE2Vf8/rV6HOm+adiW3DaG8tMlBOo2UIc1c/Uv1qSsZfisNwuZblQSIsiwtklKXQ9dIU1ciG1cQWwEqeZ9wtSzWcV5k2zyGMSFxxm5Sf0dv8n6FzmjCjXA4vB5Oh7PhM3AnfBuOhk/BZXAi/B5+CcfD+yGBHP4dngPHwc9DQMEemmXwdjgDZsMb4JfwAjgbUrgXPgOHwUXwM/gPKOBuuAZSuBkOgN/DK+DlcBPsDp8Nf9OlcAA8E0qYCP2wBD4Hu8En4JZwO4NwGbwEjoV/h8/D2bAA/gVeBefBOfBPcBf8J7wO/gPSsB5kMXwEboDdYAIcCwfCA0FKq32GGjAZJobjKTAhrL2k9bEsQjLEJ+B9sBW8DraBD8P+cGuYEnAXvBD+F14PfXAwfCJIeznsDAc4gYz+hZG4f2Vr3CTCQ9ZqWz1A5qzgL6lgta8430nnb+1Apr+lICxcuNAC+fPnzzeL3Ea0JPzSbQk9MDAwZ84cO/BxBL+ywA5MKfEJDaIGFSi0uIOdNA5Tb3behrCQvw/SW//z5s2zG7GPmnxRFLpfX6VAwl+0aFEl8yAPZRtMDv7PBJiaIjkY082ZM8ccCeZ+IOQo2JQkGbuFtrw5Z86cCm/aTZlmYJqWGtvofX195nLQQLNmzbIzEpT9yYysTQ5pmraVg4VjKnLo/KR1RiaHBq21MzNXgEJakt1SJedl3aCXwEEZshySdu++tr/VqEl4FPBKuAWuhr/CHHgP9MH9sC+cAU/Cd2ELKGAvOBc+BrPgQJgAfw+bt/Z2ONwHdwQa+xfYB94Hr4OZ8HW4DW6A38FFsAS+D2+CB+CV8C74fOjqFfB+OAUKOBUG4ET4GgAnws6wHI6CJnwBpobRJ8Jb4UKYB/fDP8D/BeBn8Hp4N3wBLoI+uAeeDWfAcdAPKbwdBuD9ALwECvgYvB8uWZ2/wX4ws2E2/BK+BbvBieHbvMboJWTwSfgi/Bl2AGBveDU8Bw6B62EAEjgR7oKfwmzYC34AZ8B7YSZsBu+Aa2AuHA5Hhc47OBs2PtdCW6ypVUurjVOMaSarzbcY67T16pbLnZBYoJw7uQqSJNE7X8ZuxRngfQnWuXVrlOkH1YV5nltan7z9tFZiroziXf3ezlaMQJ5/H9dQYEKcKv3DFlD4hE0TYxH2eVLSqAUd6mLUPXpnjFjfC6ouB4IqIN7095XnueU6SDHK3W7amkzd00BQB/V3qWSkKsAkL0BFDvUOR49Vfhtanwl9NE+ID3d5zWUdo2y3A3UH1H9mFV+eqWltl05E1YGgaZmfYGsA9oeDYBhWwE4wEx6Fd8IWsBimwu5wO9wBs2F3eAacAEOhqwZ8F66AiyGDFZDBnvBeWA4zAl9Ogya8KxwbT78DFsPHoRn8Fg04DX4Mp8ExsHvIKwSehGdABnvBEJzmUhfNMbAVFPBGeC4MQgMOgEmwDE6EPhiCAdgeFsGDMBuuhYvgV/AADMJE2AWAn8Lv4Xkd/f8mxmFI4CkAhiCHHCa00zkyWACnwwdgBxgKMZqZ8Gn4NPwLfCt0OwX6QihkW7gNHoBZQRorAFgMOTRhYi2qsnFkLYwenX/XY8pv6BCJGGklRdvJjFIh8EGQ0c/cw1vzRocWPs/DFgZK3COsLDC3gc+K8GmPlgbogx2KXBCM6UrmXBb2oqzHMhTm0KxsDubAJzjeZbgq9m/6xMKFC33qgM3BYvGasLQlzVaZH/LQ2KDWwGIxFi6xfqRGKKvUskQ9jYo3JSXxpg+CeAqvBBF0bWUytkjE1l6aDjQ8PCw5qDctzlRXFTn0gszrZcpgUO6GDey9C3afVkx7jcxgrBgTqddDgGX4om37+iLPTVx1EMEkgY/zwLuNwPHAIBRh4aWdWRI820vD5WXo8LuQwl4hay+BBvxHGHE4JDkC/VDCMDRgCfwMtoStgxPetJnp8Er4IVwGu4caxoRUwRVQwPIwNGEyhCEGQ6JAFtIPbZ3kZkEDsJtaDiVcBBlcAlcEFWEIjmFliWjdYNsXtsSYhZ6TIKs0yLYi+UsBmOMSMy2t4WD4LPwcnoTp8GN4Cp4FOVwFi8KfqQyXpE4gUp5w89wEH/EOGdCjf7FUNIlRrr4eTc/doZ5ascsuuyxcuLBiXMqgt2wDC5/L3Y3jVEKFAAKtyugHjKcV2tCgFW+0kiokH9nEvjKB2hvxG+kqk2BgYMAUGq++mJ+gMpxxv60EkTLk6yLU5YBbqVh3tBO2+TA5EDSPSjao8hhWy5uJK/VoyoT3UugvKP+Hdw5JAvobWaiiIgfviVFu4khy6AKZFEwtlyAkSNpTYjkNeZ5LwbGDdZnfUMdYHQ/+ypG+qWsJUXVIWpnG4JPyJBpxub82aSWnBFbAHUHJkDND4fPKJRqlESoQbAPDYV1AGSzs5wAhyaA+/7RGk/44aZ1522noXu4C4LOw1QjiaqxRDl4ABBdFEqaawiyYAg/DYtgCZsAMOA+ugxfDdDdhD5vYhNqZTQ1tbYO2v/RKXiQjv20qKZBjemmMKfQw1jhFxawnrJ/UUghLzdOiSmqBCc/Ts2fPlsFaiW57rSINtRmspVGJj277cgiVxoTkPsUpzJ42+sTlP5obQNNQA03Atpq09Iu6g1xDGywN005qhaRE5zUMgr9BpK5RxJKeNzUl8aZnbp8RaWfsfr2Hxi6xPEobUVqOj00UoVyVT8A0ZcW+KsMe3B0fmVEhU96EwiHanMOeUVXLspZa2rF+9Qa6ynjokE800rebstJgSFoPRmLf0fRjTG+P7f3wjNaqDGaFN9uNJcpcDA/DTGfcA1Mggcmrm0DlD1m/HWoaQ/3bHObD5kH1wbkrStqwddsJlCOcr8AEYvqQX7IxJSzgNN3rATgWNoNvwA7wnXYzB94Ob4chtxozgtrKiLrJXm9W6aGuiHQ3gVG27AL2YleE3nhRHG+pD5Yr19fXp8x/Wwvgc/3knPa6hXnI/Y1X4hRafCgu1JpAUyn8Oknv2LdvTXEZGBiocC3BDWAnB1yWgB0om1KEigtSaDjFTYpQnsFCEkZ8PnYggVSo1y/srPOmbkdSTUNFKdM8TBuTpqLFJlKDtCZC05A7QRkM0mv9Sbtciyy8HHrNi/TLTAlLRCQOv6pEGRbdFX1aS+je8RAxOlTYrq2U6yfr1Ch7d2f4K1wKL4bh8G0fPAFPwMzaWKZVzIDZcDf8KSy8lMfCYiIvbGdhF7UzleO286wTvB3sBAn8FF4EK0JLi4ZcCoe5gktt0dYB4M9rSqYi7AHAXKC1ZNYyWAq7wVawDF4D98BfYBoMh1uuh0vOg+NgyPl4xsZvGwXqLgQPT+EjWRH1tZdtnZRth27bYeVg9GpHm+StkfMbsiwbCDHygVq1Ip2vlHaglpE3EHL75SeoVGQaCKsMjC8GQtEnb0/L7PR3bVzTaDRsDuaTkHmtifnUCk+95vMYHh5WkqZ9hWM3nMZA65IHBQJs/qUrYSm1xnwtOrDO1XOdN712VeFNVcC0ylf1v4V9q559VxVR4yIR0mDsvE+QrCxo6DHNIMtCUQh5UXR7PjiEc0yNN4aOaYxrD+IYH4BvBm7zJ4vWMzr23G9OhdfBzfANOBxeFNoPwefgXbSUPiQUZmjCZnAMfA4uhCNCmoX5Ia6C7eCQ1spRNvP+1uWRxQjzLF1NRvlFytqFr4Rz4D/gcNjfTfKj8DJouAKUbSVJ69BJSPAs3TQ0HHAYfBJuhttgz0D5E+FuWA7vhglwFdwO+8OUEMG5FoCDoAzlpI6D/w49T3R6ySaI0SQxdH6NdPBNtu1hTGkTbZt19pJ2bjZnzhzRpDedRfw4+pQzXO296axrrY3xhdQCcdhIfDHgqjiYSmEVr+1bM6bNFWHUbmdMA/AD6dZk01oeg9n6Uo/sduw2FWvwEvAhAOvQHC12YZIkuiPAMiKbzaa0CgVQ7Bb89MSbGr3Om75sg0+J0CQVNzG5+QrfXg4+y1K2vclBfhS/yMIP0QtS+wvhXBzKVtUNKF9SfhtcwY1xgrapSRE9wkjUyjRNhAb0QwOykN/XF75KQ7MJ0Ah5hWpvtQos4fEDsDs8Aa+BU+AaOB8OhL1g75C+5zvPwoX/B/aD78GVMCE0+wVcA9+GKYF6ZwAwH4bgcjelhutTB1NcOuS0MNbkcC+NMJMtIIXXw0vhSXgtfAF+DT+AF0EGbw5KQwdnQxl6a4Ra0Y2QcJA4oWmG28HXoAkfBmBCYP2T4CB4HysTNoHfhq4S2AZS+Dk0YRkksCWUcAck8EtYESYTsekgD/B2ZxHqGWiBQ1tdxBrI2u6FL4xl7djHvj2/VlzoosNKkWIfxe/r60uSpOJIULEEn8cQ5SA51B+S0WPlffp0CRvGZiBB+DW1uMJh4wrKb1rfE9l4YL+eHObCudCEy+FyeAoehR/Bb6EJX4RboQmXwi+hCd+HG+B6+H/QhCfhTJgHBWwFv4DDYRA+C6+AD8G74D2Qw8NwDvwqFF24Cp4IPLc5/AyOg3fAp+F/4IvwJfgfeE1wPyRwAgDHwZGwBH4NZ4bSVd+Hh2AZ/AwuDvOcC0OwEL4IT0EOp8K98CScA3dBE86Fu2AS/BCOgMXwT/ByOBFeDV8Jo+MiHZV/5kJ4Aq6GL0MTfgH/DX+EAobhRjgdmvBH+C4sghzeCufDPDgIzocL4N2wO1wSVByVZJgOL4BPwQFQwLHwruAmeStMhtPhQHgQ+tot34jYKKHleSI84xIVMNA2zaIr3zgPlYUIYXJ64wt5F/zlOMrE+QOK1vJEvje/85NRuGd6T9V2SZRDXQ6jeHxGxKqlokoEJWQ5yMWRty45pTVBd7whZjysWRgZD8JH4J9gCIYAaMIE+DFksDxYscA3IINhGIQc9oefAbAchiGDAnaCi+F2eAj64fmwGeTB1b8lXBi6XRbmYC6HLeG78Ce4BR6CZ8MHQjBCGQBvh5lwP7wAZsOv4G3wbihgKPgkmnAO9MEgLIcGDMNM+BkksARyKGAG/A8rl4FYmGB7uAhuhb9AP+wFWwSXDB2NeEV8lsGH4VOQB2Ha3Q3C6+BoaMJQWH3ahLfA4XAFPAST4dtByIS7vh3+FR6Eo+AEmB9cJp+AGVDA/nAD/Al2ghe7yFHERg9vyJahtiDBSk7d3k6izDTsmuhXHCi5zT52xxc+Q65s3a66QmMWIrEFmd5Yp1acsL6q0KZhTgVRpo9KRDn4sEV3SCxYlYU8z8KlzvrKFRrGgjo+03XcYsPNeLCyHtf/6U/aD3NMuwmsWazZWLj1Zg+4f3I736PmUIQkCQ9/7domxbYz7xCe6B3N1lKSZeuIlb9O0To3STt1DbSAZX2pDvb3+kx//2tuvPHFe+6pfY0j1jh23XVXvQNFG0ltlyO9/yvrSiqec6PJrvlCHeZhnb/vXysavMXvjWnfv2/gx9IouIKJYvcoBy+H+fPnP/H0mIMGW07re+Lp4ayyQ5emTkjNsNa6B2Wv9J5bsbYRHQ+9Q1Zy0WpMN5zv3ZDU6heJ2IQ0rCdMWzMBU7e5c9HaLa3bRlcuTNy1GlQN0tBhZQ5JbZ5p7XbqzVLXsjJz86OcEqpTjxQFKOEr8OLgWfGj026efsfLpjtOnUAqN5i6j4mTdjOItxFmEv0NmwI8weg9X98wWq71Stant0p9vl53fJG7XaY86coy1mbW3r4n8J/2g8at0tRYWajNbBf29fUpDCE3QJRDXeHoDqvWgxahpJTfSjUPZSWy1oINPXo51hniUoseoSIHdXtQhOcxGl1ypD7tfDrCkgSvhdQVBZ9boIklTntY7TxHfzv1mZtm8wrYLjB326tKeFZoXB9LRSSFMvyftOoZuk3pB4n7lnb3W3dCRGwKEIF5c1nOan2Ud937tH1Lzwtd84Vsa10ogrTh/BD1G1G8wDIKdTnOae/NbkJlZaUmRDl4OVSflbFgZR6meWaazaaP/Wjsimjy1kpb4x/R8bDRIKkdtD3Zttnag/0YXg4vH0t7D82z/oDWVYHOWkLbj20vj9joYe/q1FU3kiXqbVm96sUr9rb3Jqz66ZovtPTAjmX+mpVfMbXNsY/LIfBudquWKCK0m/L5BLo7rW+McqjIoZfnKpWAyrK0gpS6vbx1scpw2MPbZrNhLVuISy0i1h6M7Jthn6oO/wrXPnH/tOwiImINQmFyWcy4/SHlZk9DVp2t4tNeDAqNU1tP2AVfiNXs2AisKAqVTK6UQJCjXpMR+cnQz8MiQ1zBCW9wKzEwyqEuh+6fK5OR1BZNwveb57mJ2AQk30gvA68XRMdDxNqAaaOjTO3r4FqIiFjjyMKeTGnYSVkrCWWqihEtDG9GrcgycwsC6YEvPNfiCku3teZ9+SkjV++it+OKSV3PPYxy6CCHsT1GrVjZhTYayVxCqZ+x+Uw0m3FVanpMiBkPEese9ayFiIh1AFGRveFlT3urL29dW5jXVgN693svfFFhXw0ng9uHEvzQ2mTRz8r3phni3vBqE+XQVg7tn5jRIa0ESKzfPM/LsBOobsBmYELZINZTdEAsLhmxDlAPQ0SlIWJdwjZuLopC+fkKq8tLb9xpRFLhTloLBOV53jtfmH1chFpGWahr5AeVD9/6V4Df/lcsv6+vz1pmWWYLBwjmu/z8WdgmO8qhIoexP02rsCqZgqB8KRyShe0x7dtms+llV/F+bHCIjoeItYHoWogYP/A0RnirG5n5ikZ6mdsuDIXbkblwq//ViRozFr7wlrR6UwVD9eyvkh1vKQipq5SQpqn3xvsVCuqkCAslohzayqFrrNo+m2CFSxx2oGQNXMmqDdrZ4BEzHjZcKLvQH6wND9JodnOIWQsR6wveb1p5jylvDqhH1j0RFqGWoreVRU7eYd41X6g3HDXKhhbbyfMvN4BxofWcujURaajzaH3KQ1AxpsW4UQ5eDr0g8+LQnVfCKrlbvJFvaIswV4uNwPFQro7b1mV9wM5CbDuHUbJy29v0xQz0rWof+eINXdx+50vG6lrw+o2KX9WrYxHm37byRBkqZo7yD1q2HutyfxeV0SuqWLPWvggHtB5ErAOMtP13W4gnMlesT15rbxbro5GNzqeu4AHBqu6OL0S0/iq1tJOiOpukEghweX+E1D/fUm3M+NaenJXYf5SD5EAPyLx3Rb4OTcjrR4VbxOLLVW4c2KAdD6tVC9aN0lAhGz2Y2vC6bDcTf1XhKErVlMvWNnSsWKDCUELXlZUrNQ/K2vkxPSiaedNVwExav1IV7bY5SxX5rPZe6txf1/fL0K1KUWmnjyTUpsxCS81WLWP1ybWKtglYY3pByU4l0JVZ23q9m5feguJZlsmW9WykjaC8I70Lvqgk9Bk8WfpcAW/l+/8J/nafD6hBJbEilFgm8HqUQ0UOvWDVDCQI+V4s25s1n5YAACAASURBVAKnamk2I938Bo0Nt8aDvbiH4BFY7AoJPA6PB1ZYN9qQBspgCObDY4GxPH9XZi4SbcBimAdPtZKrvzAJtaibUMAg3AT24y5Cuck/wn/Bj2BBeMR7URp0putaC7oL49rH4WanKNhYzVBb+m9wJZwHdwdSL51K8RDcFG6284i4ITJI4C64AH4Cw+4WyvAHWgK4CuJSIL4DTzrFLoGb4MGw7dZqfV0Ro0RSQ9kOY+3W4vR6XduruwybPit7LnOr+wh2tpGrIv2ytrvjizRNjWVtF0f59i3VIA17QVGrD6RZVTIHZbjrfykB6jMLe1pGObSVQ3dY6UJJkkQ5ltKqcGVDbODh4WGraeUjNBsZNsSlFsYBD8J/wlthR9gJBuCzcHHYyHEdzMET4RfgKPgufBTeAQ+3bp1QudDYaAn8H3gH/BecAB+B5a7PMvgtToVtYHvYFraH7eAKaMAQpPAYHAr7wnHwZngufNL1MBokIwdTxqoueMmUYVuKP8BHguqjr0yfWAgnwGvhOtgJtnadmD50GewH3wKgw+/e+zbswh/Dy+Fk+Bvs7nQp07SuhjfAEbAfXBXUlwbcB2+A/4RJYYMMXfJRuCmqDt2iriK01RJ6H0jxb++plmNc5GSN/Zu/2WzKV5+maYUgu+OLNKwPNGteotBs7Sq1NMZNQyFF60Q7R9scFMvXBPIA3aPWUEQ5eDn0+FxVV4hKCpaFITeLEj4rnpCNDxtcxoOFAAbgU7AA9oRBOBi+Bozg21/jEMGncCxcA1fDLBiGE+EAuAG2CqxTyUVIYCm8ChpwGUyHxfB6OAR+BQo8mqV+drCPjRe3hncEqhuEt8Ez4WaYBN+HU+F0mAPvgnwU22esvbTKAjKYCx+Gb8EeIeigr74FJ8Jh8GN4ZrhWIrodvhw20Z46iqnKt/EI/D38Gv4VjnOhCiU6fAk+BsfB9+AK+CS8GLaBJ+FxuBquh37Ig0OogH3gVDgBzoLnO89ERFuMKSNhzaJiVuYh2z91eQ9F2BvJe5FTVwrJN/YmL2PkC5+mpw7LUHS50Wj4XMJKqD5rXdRQH84TobWpm+NRDmsqSrByEkoxrafjajCFatI1lJM5zrEBZTzI1i9gJ9gSHoY5UMIKmOhIWul49vcb0+u+EuOveP7Ff9+H78P/wixYDpPgG7A1vAd+2m6vSGOv0+AGeACmw3KYCj+AHeBU+HywrTM4G14GX4dm0CcmwuSgE5wLB8EnQs+fgyfga/AjeOcIcvPoLA3lA9alUT9ZyYEw3ehBeDN8G/aAYehziSD/DJ+Df4LPAzAc/ATW1SDcAx+FDL65Oo1BD0MDHoRXwyK4IWgquVO5MrgYPgZ7w3cghTfBvbA9zIGpcC1MgD2Dp6QMUhqG2XAKvB2uhumt6uCmjN4zEtYsvGUpsvTnZRb7Bio46EsY4YLl3fGF8gk0umhMHJm7pYkEpzohx1DpgbLUK1woE9xTdZRDWzn0gtQ7UpKw26YpWQQtTGN790vvY49/bCgZDz6rQA5we4hEEsp9K4Lh2Ahv+cQdFK2JCM1wHhdlb/sWNI1kCE6DZ8JLoAkTYRgSeCdcCn8IBqsfrgGPwlfgYHgG5MG63R4OgbPg0TDbZXAJfAZmwDYwHabD5NBJDs+Ek6AJTVgBObx+BIIvWxMLTCEoQl5IGY4r8OsISvcxGVksutMUjoe94VVh321pWt+Ez8Eb4fMwCEOQue0xE5gMR8BzYLZLSxwJcvwsgyPhdrgU9oBlYbgk6GrL4OMAfAxSWA45LIM9YV+YA+fBP7pp6GeQwTC8DHaCd7v5jPffyZrGWspIWIOomMVmoaZufaB5vMVn1lhVDiuefIILvTu+yPNcOywUIeqvkIHy+xqNhh+OkF5QFIXVQtAt+MiCGNESEawHK/Ac5TCSHLrGytswH4gPwxRFYdERu7EsLDipz2CjxwaR8dA2Kp84kjA3/h3hLT8Xrg3OZ5FoM7RcCo+HXHqfnNhotYM9jM9uh7vgZSEiIIrdHxL4EeCyHJTZcBUsh5e7mdjBy2EQrgij/wJuhffCR+F/Qi5kHr7N4A1heo0w+YehgLfVZpu4+8qcCtVwSxwbQYfQP798oAxXDQYjPnU9e7FYWsblcFXIbEgCu6ewCD4Gk+BMAPphQvhW0jO/URFuuTMRlUGR+hLcBG+DVwIwGbKgCFrn18B82ApeCyVMhAyehmkAnArPh2eHp0J+lNLN/x/hErgG0pDosLFinWUkrFkYbVgI3FjHdne0bxuNht1FGtYKiu2UYVcJZNMDX2RuaYDqPVvjIoTwCYWSirAHhPnw7cCKOQ4PD3tmzUI5I81ZU/VLLqMcKnLo5blaVbZaA+BWqpSu0IQcMpLgpoMNKOPBOw8IrDMXfg4/gD3gy/B3cDMAr4CfwJbBdG7A7XBuYIXb4U1wQkh/S+F0uAy+BPvVlvXbQNcDsKvjWnN4DEAJN7Ayt1/Ua87t6wDYJUxbnoA5AFwPx0AOZ8EQzIW5cBbsB2fBAW7FprjWogAFfBs+DG915OfFksBDcAvcBL+BS+BK+BrcAVvCR+F4mAtfhhthInwU3htcMg24Ci6CreAx+BW8FU4O2oBXHezjWTAVnhd8D5rA2fAUvBN2gEtgEHaEfcP8EyeoUZr1RUhr+Br0wwfhDrgFNofnwKzQpoQ/QgovgemQQx/cDinsBA/ApXCJ05xoXRlrB/tBP5wBL9+IUhzGW6xhTUG3oBe48VAR0vcq7zezXD3BGC/SLV/Ies5Cqj/OA1+0rm+s9F+GYojqwWf84Sx138CHFaIc1mB2QVbvUb4ak6YUIlzgR3rQJoUNKOPBo4RpcCcshBROgX+EneCjcDV8BU6BJkyA78HH4ctwFPTBsfA+uAvOghSWwimwHP4d9gv85JHAnQBsW0uA2AqABTAIk1z7+lX+ny0ouDv09lX4M1wPv4Lfww3wavilUx0UYu+DZfB+eBI+7OzsCiEUMAHugFOhAZ+CqfAxeAD+Ht4Ft8LTcBwcBx+Cv4c94UVQwlVwDFwC+8MyeE9YWknrjSsQcxU8P6Q0EtwVS+ESAP4CJ8B8uBOegn3ha/BCR9VeYqv9c5sL51HYAr4FD8I9cCdMghPg9NCnRbX2CBIDvgVvhRQ+D4fBM1p7brQ6hIBpsBdcDo/AtjVVcoPAekxaXDfwsXPzxvsKQvUQuz+Jc7M3Gg2V7emaL8TBCsBbt34bhdTVPMBZz7QSc2X0vHWVBCGxQJQf5VCRQy9IK2KyfS98i8oWVj7VovfhNzgo42Gchy0Es8L3hL+HFCbCF+F4eAX8M6RwFZTQBzfB8XASvDnQw/sB+AkMAbAZfAkOg48BNYaw5/evoSWORIHJ0AePw4p2qQB/DW3UvnT9PAZAHzwPDoPTYS58D54JS+A9sCQwmZnRT8AXYRf4DtwKe8H3Q16Fxk2CfbwVvA8mQB8cD6fBwfBO+Ag04UY4F94Ab4DPBGkYcX4NJsD+0IRJ8CWYHZwNFbGU8AcYhh2D50ZK1QK4HzJ4Gfw/+A3cD5+Em+AIuG/kxasd4B0/O8FxcCHcAb+HneHf4NMwAUo4EqbCVbAUHoLPwvPhBfBHuCFkNtwHn4C3w/vhv1ujWqYS7Qw53DJyhsf4wQYaa+gFohBl8PlMOs+U1sDb1hWiHR4eVrycbvmiCIUH7KOs5wo7VoICeah5YL2Zf97P2Y5FmUmS5GH5g66NcqjIYbUPTwekNox21bSoj0Vo5K7xPhlbLqIYzKaJDSVfEveKtwD5AGwJS6EJO0ABTwWCNzXiGGc1vgh+DD9xHoIT4RLYE2hHkPq/HsdSeqZvLJgGag+yD7LYNFQ5IA8lrSbCsXAF7AR3wq9cvqcpBHvBN+FjMBn+Bu+A34c2moDs5mUhUXEvaMJyaMKzANgbCKW0zGWyMMxtc3gAPgdDkMBW8E43h4r8HwyXlK3/HodB2AM+CTtADtPgC3AwPAzfcjw9etgE/gzAh+AlIVFjb/gW9MHX4R4AZsGvYRv4GPw7vAKOBeAUeBdMh4vgeXADnAL/Fy6BG5wqY/9PB+AB54QYJxj/SYvrAEqaM0O2kp1nsJb2YvdReYP5vdNQUaBHvqgYwYQgfR42mspa1wXIOjU/vLIObT5+lUEZCi4VRVG2VlFMXfJglIOXQ9dIbRhL78zd2g/zt/g798qXvtqUsUE4Hmxy4vjhkFTfaGX6v8K1MAO2dgWJS3hTcMsngfjzwL6VN64NtGUYRQ2UcJDD1NZ8SbWpX2X/m59jWmisbEfLE9wVPgMJ/N7pAcAWcAgcCmfCBTAJcsfBmm3iDuyr5WEICWcwJGQocXIQgALeD5Phn+El8FPogz3brUW0fpYB0Oc8DaVTpKaHnMc0FOl6S4g1lG7oMWEFEGIHRchb3A/2hkGYCwkMwd5wEXwZToMDoYAr4T74B5gLb4EJcCHsDDvAETAvaAySXj8AS93Nrntsgo6E0SN1qwZESMY3Bly5Q1mx1thebt5Dvkb4QnPQR9Fk7sokaP7qx2cdyl7XVK1GU8VJ4DeYiHLwcugFK8tQyMWhmIqmlYX9uKRw6SZ7HHsjwDh0PIz0dtSLvq2b6Cl4GlIXR7D2zbAc0bptQDbCegrjwpkAPOkalKH/AnaCSTWLnHDV31w/iTsz4PpRUp7F5l8DZXCZyC4vw7SH4DXwdgBuqzF6ZebJyPdV/5jDC+AX8Dz4HRwOR8P9LuGx0t5+sk03BxvUQjO+WoPZL3tACQ+2k9UoYW6AIbee0+S2BwB/DZNshuWyRdDbPgefgAZ8FIbgI7AlDEIBS2Fzd1OdPUxrD9GRMCaImfy6PhEPYNaz+a5lhZvBLU+41gv0wheyeu2MedEzV5sodxs8av62bXTmCh3ahO1bm3me5xZ3UKFoa2D2t3fyRzl4TaVrrPQ3mPjKsDm3utb/Gp6wOHVckeX6xXhzPPgXeuXkSI0bIf9gXlgvoPZZ6xqE5gj9AwnsC8CfnVVt/x6GBJ7rFjc23bd21QOt3F/CAwC8wLXUnI3mt4QEpjmPiEIVWTDoXxdusLO4xgTz1b8UroGz4JnwY3g1PBqiQl4mJcwAwgYQiZvtM2ACPB5UB92a0fPE2vQqkvdiKVpFuhsk8Kj7Q9isNoMk9JwE/4p92wffhwT+Dm6BG2EzODL4PFK4B2Y594z9bzc1Y2S1rBdER0LvyNyuyjKdfeC8KAoL2Jeh8iDB4CbE71WkqBe+UHRA6X6yfc3hL971lj2h/ICC9Gma2hpFm5hO5m5bS3nyNbcoh4ocekFKcJ5U5rry6+AbKV3pzTzPrRZmj2NvTFjvjoe2UfA6wdeb2dt/a5gDTfhOIInhkOhwMdzlqGKk/Ritwd6wOdzY6v8v4Q4o4dAwh9RFQxJ4BQC3hG8VULDFogcFMi7csgijuicggQNqYRT1IEf6C2sBeC+KDmkEdfXLePR7sASmwofhZjgK7oJftNMbEng2AH8BQqqHaR47wh5wb/hK974cUtitVTOoKxBeyGlrqaiXQwl/aA3HlLAMSphdo/8EBuFMOBlKuBdK2AOeFR6D++Ep2M0tNLUAimWt7j6yK2v0iI6EtQflA/qM/bpRm7nMQXFP4aof0gNfaCxjPuPgzO0nKX71wzWbTVn2uFACoRaCr+Dkw/aVFIEoh4oc6AGpBs7DlqC0xiByt65D5/0NRAjry/HgwwqpW2WXhOz9IrzltZROZ6zZFDgWSvgPOAdKmAAZfAeuDDnzKSyHBa1uasEi6NPhbXAtPAElq2pWXgzbwuvCuCvgJhgM7odnw0v4/+ydeZgcZbX/P1Vdk0xCCElYAqLCJJmERYILIoIX71VBUEAIoPfHDYJwUQFBNq+sAqKiIJuAgigoiiwKyK6C4MKiLAoGNExIAiJbTAhJSDLJVFf9/jg5J6eqeiaT7myQ9/vMk6e7uup93zrdqe/Z3nO4U4eyn/xdsCOM1w2TlpZR1zu9BbaEDzvilDCKVR2I4XcQwyFFg9gs/hILZjq+CackLkt9uAOeBOB1GAkX6p2WINb8ONgCJsMCPYKO+b+wEB6ASKtVAs9ABvvpkmxhbboq8wnlei/PwiSnkewAo+C2YnWsGP4GG8COKpzI3d2F0AEfgQiGQQ4bQ5tqeBfBXrotBb18MUyGTWGb5fQ3RPC17u4PjB8v2WfBkbCS4I1s88Z7/3aq0fFYSx5Zv0Rrg2SDeKJqmi/s8WgzmgvdLrG3KCnaC4GZ3WbuC80nbrujxBRiV1IpyMHLoakf1BLEJjLTwrxCkLqqULI4W3Trvo43JVaL48FbnNK6Ooe/QR3a9SM5OMfZ+i9CDrPUiP8i7A2L4HB4F+wH74MfwekwSD0QE2AruByodJowGj4NRsCpGvtog9/Db+BiaFe+/yJsrzv9hLcuhGfhcr2kDS6D5+BiJaQfwH5wi65/ADwDN8OPYYCqRz+BM+FV1R4GwF/hh/DDyibJyCkWr0EdXndaV00zAP4FMbRBDLOcACOYBcfCTBgCwDXwdvi4eiM8ZNgj4SWY7pheCP4geCccC3NhoDYT+SZsB/vrmnMYCLF21n4FajDQRR+ehZ3gXbq1JIV2+A68AGdDAm2QwAPwKFwEg912UFEaXoUr4Cw9sgOMgXvhafg3fA2Gw0edRiV38RI8A4dqhYzefvRR8U+0sVPb2+//299ybWcctISVAYvTGw+Zm93Izxo5erpKitUSbeMALfNFrrsN/Yxymi2pZNkLNZqX3rIHZOXysPX1H+U2LdwgHwU5VOXQNMq7Qey1OVK84Gyyqt8jwCNftRWixCSdBtfBg7AJRPBPOALeA4fAHXAtbAavwTfgCHgKvgebQQwnwHHwNvg5fB9+Dk/BfDgATtYeyqI3PAU90CX3WLplJUJpbH0QHAcfhafhMrgE9ndFG18EVHGRI++BW+DL8Cq8Fx6Gq+E2eDcshgEwCW6EG2E3OBYWwVNwMWzpiiNdB3fCt+B42B1egofhxmJNSVutkPe9cCVsBsDJcACMh6vhN7AZTINvweFwF/wENoc5cC4cCFvAjfDf8F6YpyUjh7u9BoJIif9g+Ab8FL6p2oCIazDcCQfDrvBZGAk3wUi4SqssyGj3wf3wJ9gM/gLfgnfBR3SWefAK1FW5iTWx42o4Af4Nu8ML8AO4xFXPNDkAX4D/gPHqmRgCv4KT4H9hDLxfC2WWXBTXwzrwBZ2UXlSH0k8lBDhXGXy43b9IXSUiSb/PixWE5CNJzrdwvp3THF/4T4XqbECLF9gLf7nF8m39WZZJ8aVE9y/I8mRkYXEjKT9OkIO//aYRdXZ2mlDsaOoyLPz9e5EBXV1dLU7/pkfUVGnqer1eq9UemDTpV9tvf1Z39zLL8Am79MA8GKwRfWAu5LAezIcatEMGc2Fd3eI4SE8b5PIfS7B0gRgmwaPwKRjcu186UyXjFngFBsJHNEwe61Uvw+2wB2zi/PA1mA23w1wYAnvCCNejOYIH4R/wmjrGtxZZOS/CArgPpmulii2hU8/xrSVw+QES719H5dAGA2EeDIIBkME8GAILIVEBzoN1tMLmXJgJg+At7t5LXw16d3fCEfA3GOLcEnbJPTAZ2mCcJnxkTmILYDEMVZ1gLgzQ7RhyI/fBLNjPkXSmjpPbYD4MhQ/DpsVy0ajwfwof1QKdsROUVKdocyejroVulVv1fvuGfB2ntbfv9vDDO22zjfza+3FdwHJj7NixFP3q5voWyil1f0ZJxTz2KN8YFzTNF2lxb2GibSFRRpSnpQ2C43Ur71g9UwYxri3ZtKXYQZCDrWr69Omvzl3uaMWIoW2vzu1JUGXHa14mF/nXYiHBl7i8WDWOh0iD3yOKx6XyQe6e7zEMA1wpJ1yBhLzoiDaz2KbYRos+0UhpyHUKaXK9n/vImFuu2gQO00tk/JqmRxzY6CrBjrBjccaseMI6sEdlVaW2TH7xuaNenBzW0xexvh5SOZLomevpSnC5C1WXQwofg8PgeLhCZ7doRQQfcf4DP1qk67Sl1nSbpSGH/yreGirSDYo9xL0KhdMIP+2WlLvszgF6VUO35hHa09wrIgFrFCKtNWTxe9TSldz2RFs+GkHG2qJJyMnzKC3whbniZXD/kczluzyYO12i8rZUYUqLC2TaVAJVAkrs7mk+yMHLoRU0aICRuVrWuDBMqv3I5Xjrc68lyFd+T6x8WU/t/kwcad4fTgMoDStFhBLHLqURLGkgd+UKYkeoKCfV3SZAdDp/Va1Iw7kmA6JjRsXlRe5y3AkNudwPu0JQcmOUZIKqU6fAiXASnKYpC/7GM7dmu3CZX66grj6MqChSy6Bs+EXYFPXipw2VQvOdLIKz4XW4wKU19OZ/CliN8DmAxpQ4C1hsVjs5cVUEjAU8X7bCF54jk2K3J3k8mk3sDXo54jMJbMDSmDhW8vZ3kENDOdAClqZIWOqHLMKqTPgUD9+JPLgWlwsrdatFpP+28kejQUpHaprSj7uktBL7s3S8uDKmJRtWZ7SrqsuwRMvqmHZOoufUGs1bWmfrQutDkqW5YlUdvgmbw691b0Lp7hJXILK3b6HhX81FmvzxuM8vwhbWpvOa9lD6k5MzbQTaCRc4j1TDGw9Y7RAj2GhP4t/2qTzqhYGsohHOp20VkPxVTfNFNWCfajEl3/FBEglxLSI9yZlV7WcXbkYzB+VT8wdY4mGQg5dDK4hLNyA3LPEeqWOF5pF6L0eWZSFmsbxY7TUeAlYXjHeFkj8HewKVZIhVgKrCUVUR+viPLQveDT7tvCOECMWaCs9/9txOkiTXLgyy6R/t8yTsaBv25GThVHOY0wJf2Ak+Y0Dy/KWrAq5uQaxbH32kP64k+gmd1+t1mSvRggq4hk9BDlU5tILYbsBrUiIm84Qk2vY7jmPfQqPFuddOrK4aDwGrEUbP8q3XdS/iSv0RNHRL9F9F6G3MvLjrMl/5NxLQNIRdzPr0PnZxVktSqtjTZo5bkQOKGf42TnN8kbpSBza4vJB4gVGmef5tQBzX2hFj6DzPY62Z6AcX977lNgY5lOTQNJauA1ckpOGgqcvSTLROZ0ATWAUZDwFrGoxlzesQrTjGbTjIyvht2bLjFbr+gJUEe0r7PHw5Iiwiu/goJtOhznxc/N5GaJovZCJbhj+hp6entOmgNHKmlQwSLXaUFfc62lIztxkyLhZdDnLwcqgutf9IbEqxg0X5Mn+ILMtcJcHHsAKxims8BKwJiNy/NEu61atW2Q9ohaw/YJXBbF8JsZuhKWTjqQVXDMDYKNUGS+buNjd7E3xRIjahLsvRM4scJXW/NutsIP0dYle90V9iy4i1+5QFI4IcSnLo72+oEZbu0Mjc1hTTxWzdtjITWWC71hEcDwF9Y5U5EgLelDCz0KxkQeYyBP35vqKRvChRJi3whZnIqdZZMrqVpfoBS0MJmya6EVHGkbBCKbvQnAcWMrBOE0EOXg69/GT6hUINy6xY70JmjXWbqaR4+OBNKxMHGILj4U2DqDVSX42OhIA3Jcy17tsQJsVNhj4N0Mxxs5I90ZYYd3n5omR2m//csybFOkhGokbPUmU50e2LOLtLmFJSF80WT7W5VJBDb3JoAglFbwlu04iVq5T7seMhYLHCERwPb3Qsr8c+OBICVhmExsz37p/e5srOXJcEXNqdj7j7ioRN8EX1hb0WbjPzSVjNovI2Kdpp2qc0GrMahdtexNhtVgxyKMlh+X9HS7Fkb0aipbLQChhWl0ocIzZxafUBKxDmeOhDtk0ULGoxf606kVV26ueYfS+1t0GWeZUXRa7bAuNG5wh8+aNlzt5/9GeEPhwJ/kW1xFPmkhCjfn/7y1ySr8eQuWpRvU1ReptrjanSwdIiA1Y7/INa2MXsVJ+Oh0vuM+vZXghlGhG0wheJq6hoDRRKn3r/fxzH4mm3dATvHqDyqLR2D/Zp1dYNcmjlF7VESiYgXAgn187itmj71BSu1ucOqGKZjgeflo/WT+wDKypdP9etd74qUX/gKSp3TRn6zsnv4yprBV46wbSBainlTFdusK4QrWhUDS9cLkeCrbDUQSNXOrc1+1rOfj8n7sJsebY52LaIuHgEtwC04qQfNitegtMYsuI4AasdRhhovNybv/5MybPDlSKIi2mARhNN84XRoY2ZuP0F3twX81oMd2Nos7lLHZsSlxhomxRKiwxyqMqhFSR2n7hdIpJ+mRa7Zdh8XskKWBlItezXqe3tpY/syZ4WH/p9oxXtwQgj0QXMgJH9ZlzTb2SpdZijfTTqvfNc6apu6NbOGr5phZ3wPEyHAbA1rFusw2jnPwX/huGwrdJh1Kxk+r6qn6xpd51CAs/BYNhQ2bcG82ESLIbN4e3FS0yxALphIQzXApQsS3Uw+o9gFvwRdteu3DY4Tsg1XWSkb1+BybCzk8YieBrGu/HDFs01ASVLmiJpmdXrA/CpVgJAqcgS92LdMtAcX6Su24KtMHdtmer1eqJZBUaWRsBGsb57kwziuVOOyAotshDkUJVDK0hMf4krWzxllRbXyVziaOsTB/SNPM8fmDTpA+PHn1U8HqvGcAf8Gv7kntHt+sTP4HXogSFwC7y1aCMuL4RgZsPd8Gf4FWwPV0EKy0zJzfXfGF6Ds+FFGAnPwydh315UB7uLGvwTzoIMhsLL8AXYybXWjGEOHA43wSIARsNXtJphrErDE/A5+LOO/x/wHXhnpbl2P7FC6NDIVWpA/RwehFM0cJDAhfB1mAnAcDgAztGvOFIXy/1wJawDbTAd9oRDnOrQx7w2yyFwK8xQfcWkCtwA10A3bAXnuO/6SdgH/hc+CKl2z4rhN3CDflnRckayAlYqEi0d6E1hSZ1LGqW6+44GKBFYcn7TfGHmr1CjN81L5EfRUyKwbYTe8++X7T0KiUsYDHJoKAdaQGJOG7lz36PTgii2i8NnXgTtYRXg1Pb2qLubYsxYqvV9Aj4M/wmPQQS3w0gNJWTQDdfAFfA62OWtXNwsjgAAIABJREFUIIV2+Av8XRtY92fMSJc0E3aGLeF7sBE8AHvB03ByI/KO9OAk2BkOhTNgCPwcdoMfwKdUeeqG/WAo3AbA9+EXcBBsBh+ExTAAJsH+sC+cB8/DN+CPsA88Aus3xW12462kjFgsIIGL4V74MQxV38PZcA2cD2PgHvg6XAqD4RzXv+pi+BJ8FybCAHgIPgpd8M0+9SE/7yVwq2v1aUGQRfA5+DFcCLvCGbAv7AY5vAz3wAD4cjHxogYnwFnwBbgU5NEQVIc1AT6w7Xshei7xLu6q+13e+kZKzfGFBfvNn0+x8JFPPMSFa72BnrpCirIe62ftsxo9PXkHQ5CD/7dpFIb2IRnvgZHbNq+I3Fjoa7VqYIkFpTy1xTAEdoS/wkj4WOXCD8IkeFUH6edcFOcyw3F92AsWwh+0t3I/k++AGD4HL8AkqMEi2Akuhv+BD8DOaraakzzXQMz/gw74NgA9sD88CgfC9rAZxHAZfBBO1Yl2gY/DnfAT2FmldCF8Dz6s53wAdoRn4T7YX/WP6spL+X1eIJ71/ZH+E6TPYLgJLoS/wlDogTZ4Ah6HR0FiVO+HEfBFuAbOhEGQwz/gaNhDHQyL4f1wFhwDR8DbKy3I/TciSsOjcCMMg3nFT2twDPwYvgRfBOAaOBRGwyL4ADyrzTWsQbkEfVI4DfaDr8JXXF/TgNULY5HYpdz7yLfnLaEAifGbuSyvzSXeNF+Y8Z0Viw1YzmApu8sY3Xvjzc9vIX9cl0i73GcDmIMhyMHLoZUfVWwLkqYalqVpKxOfjJeX3EmLBacClgulR7D59uv6yH4d6pDqv4sghU9Dm/KBHE81kTDXt7n7szFRo7/uWLwOi1wmpsUgSuMYIqXGSXATfA5qsBjaoA77wFA4Vd3aefEq8aA8BcdBBj0adPgs9MB5EMN82ABOhTr06Nr2gxosBCCB52Ev+DD0qFjeCjsCGtfwC/aisHv3r+t6+6UjpgdkKuFMBZ71Motc9RIcBF9VpUFo+Dn4BrTDYl32BMj1K5av448QwYaAqj4pjIUI/lX5IvxPSI4vgNPhLBjgOk3Il/UAXAIj4Vi9kdmwEXwU9oJueAUmOJeG5VfKi2/D2fCgxi9ad3S90RE5rJbZvRvch9uzSmnkWHsqCntZh6Q4ji3KLmc2zRex9kew5clERmxpmvqCibZIz68lmrTL5QTvDwhy6EMOy/rt9IVCdkbiamSaUiM9M6y/p/3rVxOwslF95AxwB8UrUHN/AyCBw+G9mtIofZYT97iXt5H7q+s4kcbdfZK/2a/eEK+OgztNfpvXQgQ7Ors8gkGwEzwA04o7+mzwqyCGbd0lNXgrjIKfwXwYDBOVtOy+5moQR25hFHzC3Yv8ZGdABDupw98LOXLCtDHtdaK2demI9zfUNF/Vzil9febAiOFUaId93WbICPaC0ZBrq/FIVaJdYR2Qh4FMeg+8AgOgBxL4K+SwaS/OD1MKa3Aq7AofgDk6lAn/JwB8BDbRcMMMGAAp9MCpcBxLm3J5B5VIZnPYGT6vRxpqMG9WRI2QO6z6JdmkPrIstIR74KcuZ1DYTljNSDFq1F16efnCJo1d4eTUVV6SYc18xyX62cr9mW1tbVEUmefblpe57QxyJMihKgdaQAP/RuxqRGRZZrUyzI1jYmpl4oDW4RMJMzWCU3VcX6lmdw63wgHwcdgDzoa5cAtMgH3gSrULJVgwA74Ox8IxcADcWnTUR+5f+frnwZFwCnSreeohBPMA5NDhoh7i89gaMvhTkV1ySGAOPArDYBO9SvwQA2FLmA2TIFISRdMCgJ/BYWoQ15zPA3V1TIG/w1XQ4TIBbWr5ewZ+D1+CSyCFy+E/YXs4CmZCDX4Je8B2cCi8oDqKuBCuh1PgDPh/sBs8AagLx39ZNXgRroZdoL24ucO8EZnexVUwHi4AdMG7wAh4Hg6BuTAInoUz4WjYTPU/ipPKV9YGd8B0+CLMdRoAKuSHAfiwKhkx/BG2gQSug3VgN+hx/hX/jcvbCTAJ7nabVt6U6FtFWI26QkP4CL299TarMKKwl9jKcmamaX0WvKc1vsgUYr7LQU+EkXZ39KuVpARP1WLrmwVvNrRxs9FnKcYf5EDL+Q1LRGDqjMVpbNHyqQ8IpZUMz4CVij5kbU/8Ic6jUINX4Qa14+uwOxwAd8IdsC2sC9vCb2ECHKgUlcDdsAOsA6fA2TAHPgHf6MVqlJ//7fBd+AY8rOMYhJDmQRck6lTHKR+bAPCPYpxC5noRXoYNYHgxgJLDSACmFEMbks38eWiHS4oGsfkDBsJLMBEOhIOKzg+PFObASfBtuAq+Cs/AwbAhXAKfgbPgDtgftocr4UBVGsR/cCEcCifC4fAATNGb8mKRqe+BFHYoBolw2pX4jW6EH8EVui9GNltuBlfBALgTPga/hM/AkXC+xh1Kjp9Ij8+Ab8G57njpzAVQg+0gg0HwIkyCPWABXAon6z6aNvVsxUVJxvAOAK5xY77RsUxHwhqlIpRgrm9vd3rrVnzptk8PV1oAddpbFaNW+MJTl88qMGbNtAWD5+BEdyRW20MnuqHAW/CybGnZIN+UDx8EOZgcmvkxKZYoUCZN003khqXqhXekRMsqaBiwwpH2wtzApQAsguvhl3AT3AxXw34wV2MZ8nDfAy50l5wIx8OBLrXtadgLPgXHwHAYAscDcAF0N9Jd5D/fzrAL7A/buIMCWXM3/BvaYTBQ9F6sC8AMd8RezIMcBrkqT1Hxqll6JIdX4VIYDd+HB+Bd8LDuOkFVmenwf9AJD8PFMAFeU0XH6x/y+j3waYhhXTgczoWD4eewGdwObXAFHATfhffBffA3aIPX4OuwL4yCDHaGs2F+5YszCTwEwGZuau9vSOFu2A32g3/CnnCxKg2S6rEX3AKd8ADsAyPhfPWslJwoln4Rw/FwEIxxGpVBfAMHQB2mQA2ehm/CwTAELoFxsD0kMAmOh+PhdHjZiVG+/U2hBo/AIlXg3kDop4qwxmoJJdgTG3XLR1qj0IhKeMgg5GRZdUYB5sZvhS9iTdPzjvfU9YTEGeJ2F7HudbR9j7ZIIM9zcdTLUBJTsP2T1qYhyKEkh1aw9J4teGO3Z6pNlmVyP6JwmaADVjFy97e4ePxVmKV/84p0lWti4xGwI9wJe8F8OFH9/HLCGdANR7h8wJ3hArgCBhU97QIjCdm4P9wdFHgWjFXz8HqDhQ8oXhW5E/Iir1uahV/5QhgMx8JeUIe/wwR4uciLs6EDToXxsAhuhsOcfLygLIySwTawCSyExTAYRkIEu7KkQkYGbwHgWdWQ2uH7MEmVpE/Auxu5NOSIuCKGNXJ7yDLmw15wFAyGGXA03Kj5hkAddoP3wQYA3AAT4FU9oZR8UIc2uBy64TOwULNZ5a57VJ4ZnASnwrfhZLgGDoP3wsvwUzgJgG/Au2ExHAVjdCetF+NwGAzPwZw1O7/hTaYiNIR3tkvAXujE9vXJad7YleO51i70xY6MBWiWL4wFLe5esqHleJIktVrN2N3WmWvhZBkn10oG8jVFrhqjFVq2lQQ5lOTQCpIsy0Q5otjmy0Qsb63stohphcwd0CJy3S7fDocXP9oDPgeLdM9krHkDl8BH4XZ4QJPdgARmw29gA9jYcX8Cx+hEVR3VQuaCqGg021VtMERzL+ygnCO/tiF6uV2V6xbEtMKpuV41WO8L2BQ+A8BRcB58CV6Aa+B4zYjM4d3wbgC+AAfBTXATPAbbFVWi0nTdKjejYaHzyKWCoqrPRnAoXAof0ASRt8HbNOLgJSMv5gD6BXlqivT43npkIuwNL8N3YG9NRFgIe8E68Bf4CvwIboYX4FbYsFi4WhYwGW6BO1iSlAoM16E2dvpcG5wFp8KrGkgCvgX/CVvAOXAK7AMXA7A5PAyzYQN3CwNhAMxSsawJ+Q0Nbaw3tELQT8TFfDp5wsszX4gwiiLb/ucj95HrCWkH5UXTfGFDpa4ntRw3IjcCFp6TRcqYuVZURBMPbQdBorsVLIfArhI7O8ihoRyaRmzrMF3JppQzzFuS6IbR3NXoDlgtKHn1M5inGe+yc29T+CzgguUx9MC74H2AxizM1T8bXoXE2aDyUepyDxsicn9Vh3wE68DbYKFWoLKPcngNgLdXWDOC9WEQvK6bDHPHu0K3b3H2tHj1F0MdjoddIIJHnW/GnzMELtU62ZPUr+BXRZHgo+KRhgcjneJb8AWYC2fCdhrjz4tKAzqLPFqyyvi27FT3l24PJ0MOT8HrmqywH/wRfgBvg6vgXM1qPKro1MnV/fA1eBYOh4PgM3AIHAgLIYMD4WDNgZUNtwNhE9X2psBdcAZMha/AYDhT5dkDgysxrLwoxlVPzm96L0L/kbnujp5FLE5fTaazQkYWhhetq8RbTfCFOfMTze9D0/eqZRnNr44mH6RuY0KmiYcU0wVSlzbocwiCHKpyaAWxSSHRGt24pFNxtpgo7eQVpbYENIeq37vmNltKwtoELd4guyrEU30LzIWt4OdwtfNpywizYbpmxdujv61obbM8TCAMtA1kMMMxouBFAN7l1A7bR7AxjIEZMMvxrhjQLwCwjVOJxPpv0xEmVKIbdnkbpLAx7FT0YfRHzv2xm9eBi+H3sDtMhYlaaiJrNMtGgCvoWQrHoAtOIIOPQ6RlOSK4B+6CT8CGqiyeAF8C4Bb4u2ZCmFKSw7rwIvwIroVr4KdwnaqJv4Br4Eldht/zIps2D4ARcBUsgh1gG/1oBmSwbvGb7YbFMAzaG8VoVize0BmLqwalJLhYNwXIWyuQbP0hLTHQrhJztnRhc3xh3Z9jbfDoJ0q0oqIcj4tNpeVtrKmCRrfGo5nWaJLkRLnWaDLIoaEcmsOS3Apx1KC5IebWsxQMWaWpS1nLBacCmkZe4e8SH8OSUtMxnAn36sEZ8GX4njqZxZ8vtLQ+dGh+ZU3DAbIz8/cwpdKKwgzo3LF+VZsR7tkFgKedZhCrS2Bd2M4NIv+9JLjwYXhdtQS7u4XwJGytFQ5yF/6wcyRxcltdT1rZ5ZFpG6et3KS25oaipije0hF58Rz8FlLYGe6E62AofB3m9bLbUzJJX3EqmnmPetxXLJIZCjF0KklL3uIIl5CYwWEwFBaripa5ShIRXAKzlNQXwWKYDUMghn9BD5yoGph9d9IC4yk4BjJ4EtD0jh6I4D4YVcmomA3zoRPWW6HOhrUhHWGFI9HSQ1S864DkzUmNgdy1abbQuNnQ3pBthS/8t2MX2npKfCZvxSVg7JhpqWbcVgK5Tbkd1Ekg19odBTmU5NAKlupBpvWIt0S0EssKEf3IXC52hwGrGPZzs71/QKy2XeycB+3wJ7gC3qnbLD8Pe8JW8CGYCDPgOI1fDIV9AbgIboE2GABt8Bu4BjbSNDqbzionxrBQWaSkOpiHYB9oh18rfUre5Sx4CP4bRqiCMleTGeW0zwBaGDHTq/4Br8Dh6qtPNM/AtIcY/gxtcABLUhMS1YQyR6WPwDvhvU6GFAMEsd5CvXht6WCsF9bhdfg+JLAYFsCn4FCYXbG5LcbxIQAmu6kjFWmbCjlXB8MUqMPndY+M9CJ5yS1A7H5J+xBPRhs8D9361dRckatqnMUvL3L6ymlwjGot7RDDVvp6HvwG9lOxR3oXz0MOO2nYqwl/Q1ARVhSMgcy/bd7yRPf1mVmcFjfYe/H6vk00yxc2SKIxfnmbFSsYJsVtipkWQyyZ+D7PMU1TcQbIFDaC0La3sIMcGt7I8qJQjELGjbUMp82apqlJJLgZVi/ssd4ONXgegPkwBRbAAs0keAGugo/BFrov7hKYCufqrs7vwaZwA3xPje8vw/thDuwNe8CJMAFOhpNgPbVEFwCwEBJN6JsM74Sd1DFQKnAkFDsCzoQfwbNayLIGZ8MQOF3Z9xX4IGwND7CkavJ4OBBOh4WqxMRwCnTCZ/SqW+FagCWVGQfAk3A1XAabaYzmCvi9mt3ydznMg+tdmMNkm2usR+40Vc1DyhXIwQUuHmSVtWowHG6Dn8MAGAwZ/AU+pWmhfhZxD+wIm8F9zuchD4yn4FJ4xd1UCv8HE+AwVSZ2gc3hduhSkSbwV3gZ9oEtIYKfw5awj26uyZxiZBtGUheW8h6RuvbOmAsHaTjjk5DB7wB4BY6H/bWRZuQG/wsAnwZUn+jr9xxF4kcNKsLKgDVVMiZLiyUL7YFvlrHnKjtNBrGQeXN8IYOYpS5msZ/OL8lINNGWCjaaXRK5ykiZVoY2drRPE91AEeRQkkPTWNqiwzI4MtfQM3FVrxNN3cR5VAJWMczVfzf8Gv6gFPVB2Fj7LM+HmTATEtgTcjgbvgbvhj/DdgD8GobAEDgRXoQvwXC4C74JN8MdcC/sC7fDxixpUnAXXAmD4TH4DuwGY2ESdAHwnMtVFJj1XIf/gxdgb/gKbA63wS/gTthUmzm9DI8D8HetAJ3BZTAH9oL/g3Xhx/AS3Km3LJsG/w5nwomwA0yBX8O1WtOwDaZpfuhH4Rh4OzwMT8L9MKbSN1J0iIXwS/gpDIYH4XLYB+bCtfAirAPnALADfAeegMHwI1gPtoSBcAj8BkbDJBgDF+j3RXGWOrTD12EiPA+b6h1FcC18HY6DE2B/WAB3wyfgeBeSGA63wIHwCTgFtoIn4QzYE76v38JfYD48CK/D4EbeoAjWdRtDLPAks8yE4+FCaIMeTRw5F74L/4T1YB/4eLETuvhyfgofhXe5ducNHRt0d39t/Pg8z+v1emiSt5Jgqf7i35bgvR2xpD9z2luev+XiGdMYUzTNF978xQX7zcj2Ln3USo60pUKqfSxtOt+CwYfOjVljVwghyKEqh6YRdXR0eOWl5E7wB1PXtlzeTps2rZW5A3qDPEkfmDTpV9tvf1Z3t+9taLHwV+B1GK7PYqswbXGKAZBrHcnnYD3ohjbd7v8vGAADIIO5sKnyBxoCb1ePQl2bWL4MA6AdUpgHG8K60APfhWFad5JGHGlU9CD8DuqwHkyEEUVquQ5egi9oLkWuVvgd8FfIYFM4UNcstzkdboWpMAS2hXGwtfbNMgf+n+EeeBneCtvAOOh094UjNnmRwoswAAZCD8yHt0APzID1IIYFkMAI+Besq36IGEbAaxDDSzAfRsKo4vheLGgCwa4wHr4Ni/UrmA+3wV9gMWwFW8MWbqNjpNfGsAhugSdgECTwH7CTu7XZcDG8H3ZxEit9L1JiYT33LeS6sH/AnaqsGCJYADNhIy2P7SM1CdwHe8ETMLrRDzt3yzutvX23hx/eaZttgt6w8jBmzBiJwRtvRdqnUeC7PEfFfs1Vw9fTUhN8YY5687r7kL+lC/g9BSiv2yZJO5i72swNveBG7Wg5hCAHL4epU6e+One5m1OOGNr26tyeaPTo0abF2Li2ej9lVTpdXV3LO2tAf9CH3iCoUlH/0ce1lkK/ZBnqQm9lOpvU9ABD9b6qV1GZ2nNVw1WVvAh9LKY6fut36mFs3fBGJKYzAybARbB9nwJJNb3Rhmp4csOJmripki5lB7Piz8PyXRouuLdvIegNqwxjxowxExP3eDfWtCP+UW8c6U1hHI82xxc4QrUzZQQjTn+tj/37ZZjdLOe3tbVJ1L9K4UKrQpNBDiU5TJ8+vWm9IbYFSf6nOGd87AfNobCbkXhJi46OgOaQF+3CZf7lepW9jYpHfGzbchItS9+boQ0vyXXnRe4OVheMUl2qf5kObn9pcR+BDeWvyt1VaGK//NXdsnHD1l1ZC0vnbMjlfdxpXpFqw9NKwjdRVycy/WwTuBzOgEfd5snUrdkrc/7rqzmhpXp3uBlzFUtJnv6E0o/E/8AyV7rDDvqgRqK/EJHqC/ApuELnjZ2QA1YXrK+S+atTzQqUvHq/IdAbrEaESbEWcit8kRZ7Q8iLzNVbtCms3LIfM9HqSZ5EE90w6RnUMhJsW0GQQ0M5NI2lGRyWfOFvXrwiseuuEWnRq5CptFrgQ8X9V9yqJ/d2eTXWEPVy3D7tOzHXX9K3Uel/yH1fVcox7Bu1Zc1bGraPO+3tkr7P6e2qXHcwjoeL4HswEt4KeVEUfUwa9XlmH1+N3WNvXzS9CK03vXARXA2HwYeLrpFgW6xeiC/H7FFPLVLAWPYXiKlKkTjNCI5dsL8VvrBPbXxZkqzKlhfHsSzGbHe7HYnl26psJbFLSvBZBcaRQQ5VObTyu1qqeviwjY/ByG2kmu4hmotFgwICApqGqQ6dcD4sXH1EW523/2ZBDAkcCwNd+/KgNKwJEO4RY9osvVgLEZpn20opCxfUarVcOxpYpeTUdWSmKb4wW1/MZfnU6C3XJgtiSWeuY5NnTeM87723cIP3/PuTjTKDHFZIWDCJ4zjSll9ommVS3IhiIra5g7MhIKBFWEzEulwOWiV023D8pv8/R+ogSYp7K4LSsCbAou+oSWoGrj3Ga7WaEaTRmzeF6/W60FumLRua4wuz0UteeqPDWHtVC7F5RvR+dZ9VkGljJ2NxO1Po1pwEQQ4lObSC2GeLVF+bfyN2PUNN9C3OHRCwlsOyJmOXQ7ACVfKo0V/e6K9p5EUFiKA0rGEw37WnGflIEuukVGLmei77PYS+b6Txk11eet1Pvoi1RBJaxsCuSrSAkpGlWLZWhCDTXZE2bOQKLfsVyrLNtg5yKMmhz1/NMhDD0i6cQE9Pj731d2uhoOrNBwQEtIJStkFzpLsKVITe5qW4+KA0rFHwIXlzsxtdieXtacYbpp7zUEO5ab6INcEQzTcscap3wpvtLrsAxLK3872hL/cingOfZGBnBjk0lEP/f0JVxD4QYnkc/h5sskRrWZhqExAQsOqxulSEgDciSnSYaIcC40VvIpcYy5osGJm1whd2fpqm1j5KzjcqtXXadCjvWuqAjWYphLjOllmx8BFuX0OQQ1UOzWFp5KYkL7SoluWM2Api3ajaysQBAQH9QSsZiwFrOSy2jRqaQmMULV3vQrYHe7X0kI/0N8EXdkmsfasz7S9lp3k72Axlz512RNIFvDe+dAtZsaRSkENJDq0gKSlK8lrSQ8QHYjtGROdC0zdCqCIgYMVixWYsBgQI59njPXF59SijGFd5s9XMaIuve3O8Ob6QMW1PQapdpP2nNIqDm0vAMy7OjLZ9lZ41a7WaTBRr+cUgh5IcmkZSmkMEJNNbEewoimTuWKtsEvwNAW8uWHUm/6K3aFzT2Ys2eMORfamoEAgMaB1WDNGOeCqyh3+q7RVQEvVmtD32LeGuOb6QT30JZ5vCTGGL3+PS/eRMYWXbGmDe/tLORtSFIDsjZLogh97k0BxiUXxSV/9RbjhNU3OMSNKH937IglqcO2Dtga/e6EscrvZgvF+AFGrsOz+xibw/n4UQu52KftIe7UVOUBoCVhyMqyzmbR51IR6L0/vGyhLF9w7tRKsatMIX3m1O0W8tC5MRZFVWGFHS/bIsk8i9VUq2BRi1+2CBHCnlKgY5eDn08yfUEEv1FFFhrJqTv1u7Ja9wBX9DQD9hW/WyRlUIrd9E39eyPIUB+n+VUbWtYbEWMipd1Z95+x9okALSAyByMlkAg0P9g4AVBzOjAWv2KBDisce7xMhjt03RMuxKDvOm+aLk27cjlgpghGqxAP/C7G+7RCxviukFYqybpW7/BjmU5NAKEi8RK13pfSbmk+nNyRMQ0AdKSsPj8GN4GjaEXWFf11axSpb+Wvnx9V9p8C/6uMpIfRI8Dg/AI3AXbNSPy/ufsWi1GZ6Bx+AR+D1cCeNhITwOj8PdkMPNroNGQECLMAd14goFWn8jCbF769P7vdHQOMUNAi3yhbnQUW4Tqpb1xMWsQBtfbkTc9T09PcbZpfHTNBXqNZe+vLW+kUEOJod+/YB6wdJeHalr/FX16ngdR1Yf6kwH9AdeaTgHzoHBMBfmwNVwGVwPmzTq7tiwoBDLItS8kQthmeZ7Bi/Bg3B5o6H6uK/+Q86fAX+D8wHtGrUQnodb4VewdWXlAQGtwD+lJdQdazVli3xbXNwH7+WtNW0qnUALfOEtcuvfWLL1cWa6zF6lG6NYq6xM0akgx+1FkMMKpOzYCmTiNo/a3Sa6f8OEUkrBCAjoG7nqBNfBz+Be+Ce8DL+At8D9cJwScF68KtJrY7gHuh1V58UX/rWcI2kKT0CXGzlv9MIyD3aFi2EoS1o+sqzmUg0H7G1tlhWxE3wDttJQCLAufBLOghoM1pMDAlYIvAEqL6zLkTz5zb+dpql0eMJZ22KFW8JglmWt8IXkBHibPisGuz3R1mo1Wypae8DflPGoZS+aBZ9pzUfbShDk0JscmkMsXT1sLMns8IEc83VY0IWWvRwBaw/Eel4IV8PPYTzUYQDsC+dDDW6Hf2mPhhJSSOBuOAIilzloykGmL3wLaVFTuuF/YJrrJe2vkmxEuySCOiyADOpK9nWnDTSEjNNTUVwozpK5WWypmRuk7vqA4xQOayAuWZP2aUDAcqHEKAYjOTuh9GCX42ZwCz81zRdi4hsr+7mkgrI34iWp0D4V53yVPtva2qIoMhPfEu/kBNsMGeTQUA5NI4619IQpRLj8C5zXBe01bmpXKxMHrD2IYTrsCp3Qo6kMdfg4bAjz4fUKHQqRt0EXTITFMBDaHKGKvV6DGNpcjCNXh8Gh8BSMhjZtJ525q2p6mrkoYvfWw298KEHGaXPJGZHupUyKn2Y6eE1Pxt2yRSV8qeZcF5noLfQ/wyMgQGB2c6o7DMV0Ri1s39RA3ONCKsKFQoeZ7jBEOY8W+MLqB/gMAGFHIeaSTRxrbQOUfWWpiW59lKCD0LAlJVgUv5R5EORgcmjld7VkONOGUi09kbhSl6YlWeJGHDZhBvQPQoHjYCvI1Dkvv57BUIN1YIPK/kbRDO6FQ2EGjIAvwHD4qhLqTLgGZsB86IH94L+UiV+Ew+FWiOBU2AiOgrEQw0y4El6F12A0fB7WVVL3KZC97cDMNFFDTjgJFsAwOBDGqHoRQzf8EJ5zp5mrAAAgAElEQVSD+TACjoBNXG2GyA1Io42dltJxL/wZcngB6vAlGL2s7ScBAR5JMUFP2NH82EmSWE3DJEnEYLWPYGl/RbOkW+ELb477BEM/lK+KaHxpxrdc4k1nSyzwhO2XJFRaOi3IoUWzf+lWEB9usaWgvUT9p15kAQF9I9Kthj6ZQH46/4JX4EOwEdQrmx5z2BBOhgjaYRf4D2XN38COkMHn4CjYED4E/w9eV7fB4bAF5PA++AgMBeAZeB88AkfB/nAG7AoLgH5kXJqHoAZ3wRZwARwBn4UfwPvhHj1zJuwE18Bn4TC4CnaCV4p5lNWJ/BFRTc6Fk2FXOATeB5drrkb4XxfQf5QaCVmQ21OOhM/FJS5xdzG7pWCAGNzCAjZOc3whsxgLUiFLG0fI25/f1tYmVrvZ7uKBl9O8HWuNH22Wnp6eIIeGcmgahYVaJEY0FNsV6lcjd16r1VoMkASsJaiWUkCp8deQwinFvEJBDClsA+tCDkPhEzraZNgDToZj9eQzYAR8ESK4BjaBTeBUAHaDrTSV4XSYBhfDprAp7As/gd/BxzR60gckNaEGj8DH4CI4Wm/ti/BlOAM+AhFcAn+BC2AMAEfAKfALOFLTNZaJBObASfAdeA/0wKdhOswJyQ0BywlfDwB9kvuwuu3QS1zFw1LEXfo4yA7AVvjCShwaiUIh8C/TWea/rSrLMgsEWKRAfAC+BwTFjEIj9VJdhCCH1m3+2BQoU4VEu5Gb9x+Vum8Ff0NAf1CK2aPO/B44E46D9xWd/+g54paYC0Ad6rAYIvgq9MBnNW1QPvo8dMK1cL8mQEj64Tx9ncNoGAkb6hRDIYJ/9ZK7UILtjTwaRsBhOmwGB8MRcIJqP2+D9WFzvXAIRPBcI92oD4nNgxyugVegDTL4b1VEQn5DQP9h/GRvU903KEcsY87824lmDkpQ34oTCFG1whfGGpYSaLZ7qqmF9XrdukfayWiKgEUQZME+2J+4fMZYixbgdl0GOVTl0PzvyitWlgaSaBksoF6vp9p4QxZnLbxanDtgrYKlHMp+h5NhSzhXIxSlcghyZqwJjxLpGABz4V4YAsP1U/l/P0DN/bsAp4XEmp8YwZnQBe+FuXAz/Mnt2FwmGUt8pAv+BFtCu5tlI7gU9tZ1HgrPwN7QDXfBncszCyqfkfAJeBA+AD+CGMbBe1zEJyCgnxDuKR00Y9RoDyWtTHcPlngLTcSjBb6QAW0bvxU4SiqVCbIss70Aie6EtOJLidZ7rtVqwoupNrS0EazdpZ86yKGhHJYXS10ZsRaosnCO5Wp6+cpt+GUFBCwTvrJCG/wC/go36adRMZzR8HL593V4RXMPrSqU7MYcq4WVqhfa+EPhYjgSMhirH/UHMsU/AWgr5jZm6vmw6YbB1XAIzIJtl2cWm6sG34U94Rn4DHwQ/qBzVXd8BAQsE5Zeh6bT2wPf3OxAnuelhs5iQ6Nli1rkC+NXMcT9DkOLF5iVLCPHmsZYhTCoEa1vFWF6QMm8DnIwOTQcqp9Yklhh7hTTbtBNKb7mpcm0lSkD1jaUlIb74Eq4VnMXYudv6DszUfY3Dob58M9ihSVgEESwXqNrxaXxPOwEt8D5sK+eWQqOlF5U1wC8CPOdlhPrwuTIa7AnnAtnwkTYuDILxWVXj4gTZWO4Fa6BbeAP8F9wvW7pDP/9AvoP4yozjhPdlSfHjR0TrV5sBCOZgGI6o6H0VvjCDHqx443hLGxvlrSvU2ShAdwWxBI3i62fuN0Hie4j8NkMQQ4rxOZfqnxZrodFQRJNLqXo5ZDzfeGqgIDeYEqD1GP4E3wLvg8bumzExfA6DC+qDj4hwAIcw2A8/Bkeg/G6sVMqIsyGHHZuRNIRLIb/gQfhWZ26VGSpOmnu1iPKwVtgIEyB38PHYJGuvw0egHGwARwLt8MfoRMWazFpP0uJ9atvRcV5Bd4NB8AEuAhOhi/D3jAguBwC+okoorNTXnZNmTKqowONeVsu3jNTp47q6JCneteUKWP1fMHTXV3jxo7NXHNnG8f44umurjGjR2dZNm369OoSZMCGH9kJwmpdU6b0do6s8Omurr5vd1RHx7Tp00d1dHjPwTNTp/qbMr4ryaHEbiXbWKIPXg6t8KaMlmt7ax/L8EmLJYI3tUA0Ce81SXS3rXhEfMFs+9drSNXBlxdLNK/MFYJIdb+H3batMtGNItUwTEBAQ5jSkMBkOA+uhLcAWo4JuAA+DNsVu1QINdr+i0gzFQ6FP8G1cAhLikjGEMNtsBnsorUfcFWY2uAp+COMhHV0avnfWVNvQd3tFM2LWReRGvpbwY5wH/wfbA2b6VLvgN/CN2EW/BJqMAJybXdps9ikdmuSvGnFLiNd/Ay4HK6AhZDAl+HvcLUrAhEQABBF5PmSf6vI864oGtvZKQpBm7OhJX3PKK2UrGbsOKqjY1pXl/Cur3Dg+WJUR8e0qVPHjR0LmAIhusW06dNT3XfgtRP5NEmSrilTUi0nMLazs8QyotaM7ewkTQE7Ydr06ePGjhUlRmaUq0jTsZ2d09z4tkjz/5d8CSaHUrK/3alpCWb09yaH/vNmorshfOUok0P1KlFrTPPwJ1iMwwIiPgBhkhEXSKK7OkunNYGlW0VLiaCWPiqi8d+BLSggYJkQOzuBl2EfWAdOg3ma3zcApsEQ+FKlhAMQwTBog5dhMsyBOhwKd8MNcBl8Xs/8CTwOv4XBsBhq8Bb4KzwEm8EjMA5imAW3w0FwE/xOGXo2LIKNoV1XKwWp6s6yjzTt4Dz4EDwF74X/hc3gIXgGblBPgBS1/AV8Be6FG7Te1ByYB28FVHtoVyHUXOMu+Q85DG6Gz8F2eoMvwcdhkFNo1nb0RpZr1MjVgPQKXLOts6HqoFOLHW/W/JjRowFvu3tD316LtmEHxZSvniOkMGb06EzN62emTgVMdfAwHcKTdFIsWiAQhntm6tQxo0fjKBMlvNKeBX/tmNGjp02dOqqjI01TWbO/wbGdnT7/QMaJXY+rTBFr90hLcaAYF6BZ3rRBTA6xVpNsKAfxImQVOdj4tnJ/rSzDNAYv/6zlyo2J9QGztpvmupGMDJvAvnIpi9HixAFrCeRhNhN2g8kAPFY550Yt2OB/UjHUYVM4Bs6FHeAAOAOAn8G2cB78GXaEZ+Fp+AO8Rz0WORwDD8IJcCt8HcbC3nATfAZOgYPgQDgdToPfwo/hAbgB5gPwFdgfttf1R8rudXgX3A2nw2/hbAA+CTfBRpDC+vBpOA9Oh0thLzgEHoWr4C/wU/g33KYVnL4Oh8J4eAS+C8Df4QL4GAyCWfBfcASMgYdhMFxRdFes7ViB1F4aauWN3FzVnYZ6TOlgQ9Uhz8eNG2cud+FRocOS9W/GvdjxURSR59UIwpjRoy2uIQc9X8gUcs7Yzk6hOOvT6EMVpYiDTz+0lQCjOjrsgSAZA1XdxSsx5vYfM3p0rEsa1dFh7C4nG9GK48Go1GjV2/E4f4zdYxzHLfJmplWlrdOm0byXQ8n/YXKwEVLXk7MUCrFh/bLlvlrn7iVuE7lbilW1fdNLHwFK3AaSgIC+EWnBxx/DIFcIwZDDaCXmqHIhcA4cAD3wHo0XyDbOw+EJeB3eC+8EXIQC+Aj8FV6CTlgfgJ/AB2EyfAQmwCLIYQF8Dt4Oi+B/4HAA5sL6uh6/I0NUme3gDngeFsEw2ABw5Z+/CVvBI7ADHATAQngODoZ3wHPwUdgfIngd1oV14K1wOpwDGcyD9WAYPAE5vAwL4VDYQWcpdRsPCOgDRmBmrXqyNEglIjSu77swSCwAjZGjlDZu7NgIhODFh4FTDozOrUKzOCfEISGvS8pHqm2m7fzE9ddAvfrjxo59uqtrVEdHW1vb011dotzIMszul0CGqEESZ+np6Zk2ffqY0aMztfWtRaSsM9G9lL3JwWSVuM6WzfFmqlsl7YjpDSU5eHWhJAebV7QEmytxNaoBn7xp7hBajhgkNl+mJaUsccHUn0w3cthlwdkQ0E8I4w7RHYl9o5QXGWvg4J2Vg3UYDv/pjpc4NYPNNAVB0gIGw9Hu04Fwuru8kA/WaD1ojoVECt6mB+uaAIEGGg6BQ9wIxzVaksc7Gk09HnBCy53KtXblRXob3expOdibNS/Gd+lFwwvlrbfUG55Qmr23BVQX08/T+hi5usL+I4qmVY5JNQKKlOZ7LJlPG9UDntH0BR/ykDCEsLgNLsa9BelL6ZDGcDii8c58nzNXTbnwDn9/uRwxL4Jx06iODnTAJEnGdnbGxUJYvcnBSN3GtzM9PzbNmz5MY34In+3opyh9faZ2AJJZaZfjghelLEg5x3Q4WmbwpS06pI5mae+p1038VxX0hoB+wvz8fei3caN9mL6cQ11Pw21WtB2JkTJ3Xrzcqh34bMdc8yhzN2x1f6O/ylIcbOrcDR4Xl1qaBS3t0McsefGgXFUSl59lLVIaBOaEL0X0PewjrzGU6Naf01tmQHXk6uzVF32suQ/0MWDfuQv9QZ4Do0aNKhFhlqaon0Dgw//G9KIQWNBBRvN+AtmXWNp3YC4EGUFeCBc2zKIAhHpKpjZatwCXQ+A9AbI2WbBtl7C1jeroiOuWbbzkIy+H2FVG8ja9UZ73+UsSpZnyPqDQHG/6MtUyoOgrVTlYFmdJDlbKWqIkvu0WRVXM7k7O93Lo47ezTCQmIKl0Ua/XTUtKXU0Mij28495rUAQEeBjpLtPBXv092ZGG1y7z91fNsiyF1vzb3hThqNHramaif7u8szS8kRCPaBIlJWAlYSU9/apaSyuIoqSzUwINQqjCtbVazVIajZ8sE1Bs03q9PqqjQ8ITtj9TXix5q3yBS4cUphRto+QPGDd2rCU6yGtZknGtVxoExsS+q4Jtx5im8Y5pqoWY1uLDBLbskucA3UxhcrBsgJIccHsdbUmt8KZJxsdlGspBXlflYM4hWUPsEiPQ/IySHPweDf9Rc4gBK3ZtzhPbNCK6iQRIYt0eGupFBgQErNXI8yV/KxbiWmh9WKd8jO3sfGbq1CzL5IWk8hlLPd3VJVySZVnXlCny1ox7SzWQocaMHt01ZYpUdMDxhSkWcpXoEEZjVulHOAVn+6KBg9SVQLAEglS7RXiqNjeD7Jiw5cWa72k3numO0FEdHV1TpiRJUqvVTGMoycFqJcli5K2Xg8+aVBk3yZuJwuRgt9lPOaTaadO7GWKFKT0mB//T8HJoGkvcLNJgw3w4orCkCgv8WJikpBgGBAQErDr47AGBBSb8Rw0jDg0DE3ZmwwtLKM3V9wp7e9FwPX4x1dOqa/DTNdI2hIrGdnbWajXxN4iJL2WMfYpiHMdjRo/22y/9IKIZSKLD011dni+AsZ2dYuCmaTqqo2NsZ6ckOgCSvWjOBjM4TYfIdBeiN7jtBBvEXyszllg80yaWKo/IhzDkxsU3kKapVH40Ocg5pcyAqm1s2QwWnmiaN0tyMH9PSQ72aW9yMAn4XA2f1NnQ8SByqP5a+o/EB0hElBbLQXXGVEtG4LprtOjoCAgICFg2LMwPBX7t7cw+Tmjiwoaz9zF+3+P0Zz3LXKE/2LDuk3vr8xiAOI6ljJIkM4rSIJQmznZRMkqFI6WOwjOaNzC2s7OrqwuQyoyjOjpIU7HsjS8sT0JossQX/gRvPcduz6f589EwgTn/bRZRSuQciykIZM8FGumX0IxtOkWJWW5cohUlORiX2zrNRrcsgVZ407tbRDnwcrBzSpmYiZZqKMlBVBOZTuRgigsu40H0JFOAmkY0WuttoeqMOU9kJt+0u5RC8swzz7Qyd0BvEE32gUmTfrX99md1d9dDtDvgTQT5PZ/W3r7bww/vtM028mtf3YtqASu1uFNrGKvJiQLzEPiKRpamAPhQPW5rnw/tN80XmatS4L39vsIEahzbflGbzmo7WtZh5nYh2uV+VVkvBY6CHIApU6a8One5gwYjhra9OrcnyVxhS6n4YW4QeSE3n+r+0ZJ3KCAgIGCtxhqjJVThLUuxR+W1tYE201moxe8X8Aa3d3Q3zRclBsU1cLLgvd9SaEmCQpNWYckHFEo1GDJX4cALIXblFIMc+vfb6QuJF4cPuthMFDdvpGETZkBAQMAbAT6ZzqjFzNxUiw8KvFfcjpfc2q3wRVKswWAu/dhtCzSqk0Xabkyc955iFMNb7ZZMYBs97NMgh5IcaAGJj8R4X0epBqeFYdBSmqGbdkBAQMCaDLNTUbqyKLg1WJKD8ng3W9azkRU29rH5JviimmmIS4SkmNznrXz/r5xmiQWeqmNXHcCHEsxvH+RAsfpW0yjU0EZ7h6O1qHzuRqblKnEVPQMCAgIC1lhInN4e1/Loth2GqRYoNF+9nCYcKeQqI3gXd3N8EcexsKw0ZTDfvmQFxroRkUp9IFuVnOCXkWqlI/nXlAAbU2YMcuhNDs0hMR3ENrNaHEU2uZrWE1f6cLQycUBAQEDASoV3R5tVao5xT2+4J38cx/V63XdJsHNa4YtYqyV6+vD5gHaOINN9klIFQa4yV7dsHChlKfoQQOLqQgY5VOXQCpJSSMbHdeTGzM1irbtLnpCAgICAgDUQJbMy1Wx/n/eQaTa+9yLHbpOhP9mbvCwnX1TbT1iAQEL4PpewFKr3TOyTBLPi1kdB4vY0QjmfIMihdSxZhKWYliIfmcsatVBNvIJyMgMCAgICVh685Wpk6Y/L899nuaVpagUHjeF8Sl3TfGH5BDa70ZhxZOqaRKBOdTTH0NIDhVmpcKEcLFF1kENDObSCWCIfPT09URRZt01RslAtzOY2ZScEKQICAgLWcJTMYrFQY7c/MI5jSQbEmbalIkWxS9lrhS/SNLV2D5lG/S1kYPl9UoTRr996NIhD3m7B7k6OGINK4SbACioHOTSUQ9NYchviAxEpxJrNIbkecmOJbjipriAgICAgYA2E0IZ0UhDWke6O8mmtVpOweqx7BY3tLMOuFMimBb5I3NYAsZjFby/HZSi007dcJZ9KgQShUrRlgzFr4ho9oO0eZKl+y2WQQ0kOrfyuElO4bALcThVfaMIcMisqtyIgICAgYNXAfOn2ABceyrQzgk/NQw1oTzDCizTLFz5Tz46bBz4r7m8sje97LuDc8j4PICkmA6bFigVBDiswuyCpjmi+GpGmKUS4wE/iyl4GBAQEBKyZ8LFz8cb7CkLVELs/iHOz12o1y+Fvmi+Mgy0AL8P6NgqWEODX7wP/vgKBzZ4Wd0mgiQVxcQdEkMMKSY2MS2KSPST+jFJLEp9q0fr0AQEBAQErCUYhlsHnM+k8U8oJ3rYuEW1PT4/Fy2mWLzItPJBpB2oa2eKloECqNQ9kNPHP+zWjXaoT3cKQ6vYHuzbIoSSHZf54+kAs01hfGYn6SITG3DXeJyPbRSwGExAQEBCwZsKS5sSQLWXnCeRMebD7qLxA/N5COWKmt8IXJSMYDdKnrme0N4jNOo21fSXK9IkWYpJ7sYJLWZaVqijGLnkwyMHLoWkkMo1tGDU9S/wtducl5cs+CggICAhYYxG7XQOJJsd5D7xnzcQ1WLJIv3ezrxC+8GSG6/KQuDIJtjwzlym26SoNKOWPJPoQu40P5swPcijJoRUsLdCNq1lRSqyQ5ZqbxUIpLc4dEBAQELBSYQwk4fPqYzzW4oNCObHuC/C9lGy/gB+kOb4wIjTqMSPYk6hBbPoSidraZA3G3DagEKdPKQhyKMlh+X5GRcSiN8kden0kLjbSkHCIBV0yV3M7ICAgIGDNhBGGcImvFoDymQTsrfIgRYNbeEhetMIXFh3IXHHDVAsMoPa32f3GwbKJ0YL0cRzLHkVZmB1MXVtL38LKQgNBDl4OLf2oUOdJKaAi8OqPfSrLksoVAQEBAQFrOMxN7TP2q6clbhei7TgwdkiSlvjCrOSSlW8zGr/iyFKC995cxhGzXZ66xlR2L9UVBjmYHKp33X8s9ZnITZrPxFSStLivw6tsrUwcEBAQELBS4Y1s3N4B20lojGImb6x1l3Gdn4yrvH3cHF+Yozp2JQdKPnx761MQSrkIpUWaQmA+eekFhe5lCHKoyqFpLFGLzGFiW06ryxK3SRzHSZKsEF9HQEBAQMDKg8XCjb3Mze4z5lBj2k7zxm7qNg7QMl/YbkM/o5xmSyrZ8eKZNy99pu0eZOVCwL7+o9ymhRvkoyCHqhyaRnk3iL02bcsLziar+j0CAgICAtYo+HC7f5G6rQGSfl+qIGRmtPjVJZzvGz03wRf+U6E6GzDV/Yf2wl9usXzv4RdXQaL7FywxsLqVwI8T5OBvv2ksqRRhazINKHNJmwZzrdgtBQQEBASsycjc/j0xfxNtG526LgZmwpob31uo5tluhS9sJT09PbJzwcxx1JHujVIz9CWd0FYrZJm6bgu2T9ISF2zqIIfe5NA0YlTZsZXh0jTQmlNydqlbaEBAQEDAmgzZOmh2sLwWd7fktiduy4AwH0otsTZh8nTYNF8krm5SaZEWdDcHgJG3kKgt1Vo62TrN4Z9oF0p769k3yKEqh6bRoAFG5qpV4MIwqfYjl+Ot+zoC1nLIf6ao+CLs7g0IWFGwFD+jilQrE9vuQbOGPVfhnPD2lqL9urx8kbmUuKTY7Un2AphNbAdt157PJLAB40odAmOlJCmUJgpyqMqBFpDYnZvelGgSZq59RZPizlfRv3yGSMBKQg4ZZG9qNhVdQX71pkMEvImRhS96VcHYwqil1M/J2NEqGuF27lmM3IxyWuALY1wf77fsgWpOgBws8aL5CfzsFtc36xznD7A4QpCDl0OLv6ulqoO9EDGZZOWIrNLEGvwNqwADW9cMVy/EQWclwuRHX7ohCdT5I3b+WlVbLM/XkvuVr3/gG/l3/UZBpr2hcYWJkiSx2oJSUSDTps9y0OLrsab3Gwm1yBclr743neVyO5hqT0g/u92FvLb7EjoXSo7dtkZzJwQ5VOXQChLzyXj9S1wl9jbRtt9xHPsWGi3OHdAblnzH9fr0BQumQlqi1TcIMmiHBBbmeQ4xrANAd5bJDyuHHAbBqTAEvgDDoA71PM+hBmmerz3FxQZB99qRQFSHBKYvWJDV64SsqZUJo8BM9+zhqEie576DM8XeBziz2I/TNF+Y27w0uBCbUab3/FNp3GBHzAMvJr7VZrDBzUYPcqjKoblf1JJbw2kA5ldpqBOUlhvqTK88iGzfNnx4z6c+df7ixW9QM7S9vX369OmzX311iy22qNVqr8+fP+lvfwM6Ro0aOXJklmURDBgw4LEnnrj/6aeB78LmgwaNHjVqxIgRSZIsmD9/vfXWG7LuupJvvLrvZuUgz5eEafL88ccf3+Yd72hra8tdAvabFnneM2DA24YPZ2242dUHk63Rm7kvhUWs8FGiyXT2qffVi81aTdFfLr7whRrNk5/qtgK/vxG3DdLeeh71fvhSqkHmNkPGxaLLQQ5eDtWl9h9LnSHydDb/RuI2lnhHTSuTBfQTkjuy+Wab/eS661b3WprHbb/61fAnnth2222vv+GGn1555a/vvXfoHXcQRYceeui2W24p51x+1VW/fOyxCGKow7Pd3f+aNm1cW9tpp5320EMPHXfccW/fZJPVexerDCd95Svveve7P7n33mtbcmjIlFp5MIvWqhmmroSApxZcMQBjI+8kp1iLsAm+KBGb38eI1lGWE2JXdiLTDYeSWCC7DWPd4GCDe4s80xRFCTT44k5BDqUfRnNY6vfwoRfTxWzdtjITWfAurjzIbzHP8zzP34gUIlrzXbfcQp6feOyxp5900pzZsy+94IJtt9326KOO2nDkyLSnp1arPfXUU9/66ldnzpiRg8QjojxPFy586vHHf/ajH33x6KNFacjq9TeBSRrZ9q0si1xoXx5OcRR99uCDzzjjjE/uvXcE9TStVWKQ+ZurQqu4VeR3/ib4ftdMmFno3ek4giz5q31FI3lRokxa4AszkVOts1QKw/sBS0NZwqCwpowjnaW8Qx4N8/uQQVtbW5BDVQ69/GT6haVSyLQUhmk38p851s2sorPI1tLgeFg1iKKIN+Bf0taWw7fOOeeVf//743vuefMvf7nueusdfsQR/545c+tttnnkkUfiWo0oerqra/qzzy5YuNDuV/6zbrrppu/Zbrueev2EE06YPHlyXKvlsNpvquk/WfwLL7xw0UUXzZw5kyiaOXPmiSeeeMQRR9xyyy1RHEsIdIMNN3z5lVeOP/74F198sZYkr7322g9+8IPrrrvuoYceuv766x977DGiKJPcyTfFX9AVVgHMPvZtCM0YRQsby79S/gjn2ZZr7YEvD38ZpAm+SF1tJZwH3oxyQZIktVrNrvLOdlzHSMse8I0ehEHFVWB3anZ2kENDOTSBJT4NUUAEWbF2tzhhSukerUwZsExY5ZA3KOR3PG3atB133HHYsGEXXHBBHMe77777ZZddtueee15yySVxHEe6KTl2xrfc9bbbbjtw4MDTTz99woQJ06dPr9frkVqlbzjYTQ0bNuzb3/727Nmzoyi68cYbR44cOXHixO22206eLHmen3zyyRMnTnzkkUdOOumkOXPmHHLIIQsWLNh5550XL1782GOPvf3tb4/e4L+KhiDkN6x8SLqcmJveYsYZ3OJyL9ms8tiXC4VQaYEv/AvvqzdukwEBezKkaSrcaTa6Lc9C+MbiWZbJpPKL8pQZ5FCVw7J/N70jjjU1VApeyoiR9ggXf0jqdoCI2hVyHQL6gHjezjvvvO7u7uuvv/7qq6+eNWvW4sWLgeHDh7/jHe9YtGjR3Llz77nnHioBr4EDB06YMOH++++fOHHijjvuOHToUPmv+AZlF2PH9vZ2yfcEnnzyyRtuuOHGG29cf/31gVqtNnny5EcfffTAAw/cddddb7755ttvv72rq+vII498/vnnJ0+evPvuuy9evHju3LnieAwhwoB+wtuvQkJmp1LkEu88p9jKoaenRxhBahg0zRep9lyQ/xFW3dk+lQHNdo91q896xkkAACAASURBVKTRjTGiuQdK8QVhXFlVXNypGORQkkMrv6slrg9zlchSxL8R684Nr52VXCIBAVUIvR155JGzZs364Q9/eNZZZ02aNOmwww67+eabR48efcwxxzz88MMTJ068+eabUXUY/VHtsMMOn/zkJ/fYY4+ZM2f+4Q9/GDdu3Oq8k5ZhNG9PojzPzz///Ouuu+7ee+89+uijoyhK03TWrFn1ej3P8wMOOABYZ5119t9//xNOOOHll1/u7u6+5557TjnllLvvvnvx4sVBaQjoP4yikmINIipuY895QK1WSzQt30oJyZlN84UF123XwP9n77rDo6jW9zuzs+mFBAgldEGkRqogRUEBRQQRlV4EEbki1ov+VCyAXhUsFAFFUeSCIl5BKaIUpTcbqICghCABAgklPbtTfn98c749uxsFNnTmffLk2Z09c+acb2fn/dr5jibqJUM49plcyeCmAejSMkX6Lw9Akwo2e71eKr0sBwUcORQrh9DuKIK95oRdGYpwCGsiiVQRa0Nl74q8j7gDBwGg38B1112XkpKSnZ2dlJRkWVadOnUURUlKSjJNs3Xr1jNnzszMzGRNmX5RycnJn3zySWxs7LBhw7KysqKioiIjI0vuVbuAYA3b5XKFhYWR+8HtdletWvU///nPiy++SL+1cuXKRUVFWZZVo0aNWrVqZWdnP//880ePHt20adO+ffu+//77tWvXbtiwobCwMC4ujmOoDhz8MwI84ZBIi18rIgBPzWSeI2rgxD3VvwzimfIFG9ABPnM+0TAMTSyDZIObcwOZYuXaBtSJnFRIR0xRFJIn4sghQA4lgZ2IwVqV32di+y+32JhcFqgDB38HtrAjIiJIUVAUpVy5cklJSXTzpKamfvbZZ/B3NliWNXz48HLlypGmXLp0aVIaFLG05ALOKGTwyLOzs//66y+Px3Pw4MG5c+cePnx448aN5JKZMmXK1VdfXa9eve+++27v3r3h4eGrV68GcOzYMY/HEx0d3bBhw4yMDNM0HaXBQQiQOdIUaYDsOee4OFuinBhICEjEC5kvZCOB3PiQcg8DljDoYv0C908MKtvcAf52Jku2qgMeGo4cAhqEDLt6FEVuIDJFeY2HLqWPcm6nFpRU4sBBMJjv+QVxnqqqb731Vm5uLv8YyDdYrly5oUOH0u8n4Fxc+qGxgwcP3nfffR6Px+Vy7d69e9WqVV27du3Xrx/vaDdu3Ljc3Nyff/75888/j46OXr16tcfjadWq1eOPP96kSZO9e/e2aNECUsKEAwenA9m8pl8fHZe5RGYmMqwhud/pOK8IKAlfMI1xIECVai+yrz4gYVaXtoXkIzx+RVQy4AFoUhS/WDeDI4cSqg5KrVq1dGltBus4fA1FKofJuhVpUr///ntJru3gygF7IFRV3b9/f/369XNzc/lTutefe+65F198kX5gl24i5BnBFKuqAua7devWqVOnfvDBBwHtWZG6EoTjoOS4+uqrmWk4Hq9JtYlk/mB/OD3z3dIOSfRalzLiQ+CLgPA/X5TLKtMRusNl9zuCdoHiTmhsfLpZXMkmSNmOjhz4yJ49e45ln3H1p8Q497Fsr2+3TbJ72HvDs6VQCi1B4UFbllXCglMOrigo0orEyZMny84GABSVeOCBBy4/XpTzIuknRs8Cqt/CjwZ6YRgG+S2bNWsWFha2evVqzmyiEy8z4Tg41yAbVBPlieRwu5xSR2BTleiH1j8Tg8rp/SgBX6jSzpMQKQUUzmezWC6YyIMMJkuIao98OjWQd7l05PAPcjjVvfNP8MvOCNa/SG+iOej+aZmXbqqag/MMS0BV1fT09Pfeew9S2I9upKFDh1aoUIE194BzIZR0/o9LpGIphxUokqqKTfZozzr6lH2ntLMOAMuyBg4cOHv2bGrjcrnk8IQsk2KFwAInWckvLgmhOThb4K+bfdcQi/4hPfBlQ5nj+qzpmiK8KJvpOHO+4IuqUuFkpk/+4XMCIPx3fURQyMDtdtOvg+cIYVLLncgBfkcOcpuQ4aew8BBlXYwe95QAIn9awgs7uNJAv7q333775MmTAc6GuLi4f/3rX5ZU2Yk/5bf0i+X/uPQzHoqFZVkul8s0zeuvvx7Axo0bVWlxtvziHxwPLEZWTS5voTk4JTT/3DqOtcs5emwEW1LhI/alEwOVnC9MATLf6aBMhMS4AYMnn5xM1ZqoncDbPzIBy9a85p+36MiBT0QJoHKARB4xDU6X8jx5TKq0e4cDB6cEW8YulysjI+Odd96BZAbR/TZ8+PDKlSuTs8H6G+Tn5+/fv9+yrMOHD2dmZso2NC4R38PpgGie5tW/f/8PP/xQdjOwHsBuCfpU9iXIzob09PTs7OyCggISnbwyxfE9XCFg17dsd8rWLfnSLbFOD1J1aginPfnMmTJD4wuZupg+OWTAZEzPAZkaTVFhKcDm1qQFBXw5ubYBK82OHILlEMrNJGArULpUXhsibAOAvKmyI4WeUyW8qoMrDXTnTJs27dixY7J+TS+6dOliiUUTAVwIgAoiLV269J577iksLLzvvvs+/vhjy7KMy2K/q2Cwy+GGG27weDzff/+9qqo02bS0tKeeeqp169bvv/++Iq1SYZ2AdSnDMI4dO3bnnXdu2bJl5cqVvXr1gihb6+DKgSmt2iW2UESNQiYqXiBAIHKi24ksZlVstcAcGTJfqGLVgOx416U9ISEZ4jwLVWwDTZE+eZAALMsiRz1EMSWKLPDsVLEnpCMH8yyt4vbbPJRVElZbSJSmafJSVEq+cPwNDk4T9MNzuVyZmZnTpk2Dv29AUZSEhARaOECExzc3KfXklFNVtU6dOidOnIiMjCxTpgxFOmhL2csvVZBdDgD69u37wQcf0OwMw6CymxMmTHjqqacOHjxIGhgJSi5KQ/7VMmXKREVFeTye+vXrZ2dnk5eCV44FxIMcXJaQne0UsOfkXPjn/7OxC2l1X8B9JRckCI0vmAWpQwhXP9vQdFwTWzoF0K0lSsBRP5bYqIkeHYpUjZFXLvBIHDkEyKEk0EzTJOUI/ntys4jpLVkq5Cqhh5qjOjg4JSyxlEDTtHfffffIkSOqFK0HULly5a5du1IhRbrjV61adfjw4R07dnTt2nX//v3Hjx8/fPhw//79w8PDOYpRqlSpn376afPmzS6X6+abb65evboprWi6DECalmEYN91000cffbRt27aGDRvqun7LLbdomlalSpW6detyldkjR44sWrTINM2cnJzu3bvPnTu3fPnyXq932LBhpBwYhhEeHp6Xlzdt2rRq1apZlnXXXXeZok7GhZ6rg3MI1T+fjp7w9MwnIlQUhdfvsfsdgCLKHZpimR+ElRwyX5hSdQHZdW+KNYT8K2bLW06UtqRFiZpUV1GXVitwDgGfRXa2I4di5RAyVB4H60p8SWrB3hJNFMi0pBrdDq5wcLCcoglyoB2Ss+H48eNvv/02gjIbWrVqVaFChYcffpg04p07d77yyit33XVXt27dyCxo1qzZ6tWrV65cGRsbS7eoYRgRERGbNm166623GjduXKFChcvM3wDJ5aAoSu/evWfOnKlIlWpmzZr1wAMPlC1blp4m//73vxMTEwcOHFirVq38/PzatWtHRERMmTJFDluoqpqXlzd27NijR4+2a9cOToLklQF6bgezCMfpg5PpiKi4hjHErRLAWyHwBTvzNZHfB5G+J9ctYDKWeZqD95w9wDa3nC6gS2mDcg6BI4dgOZQEKktBE4vBICWd6qJAFU+MT3NSHBxAykigtYKspLMCQaGEmTNnsl+dTjRNMy4url27do8++mjlypULCwsVRUlPTz9w4EBYWFizZs1SUlKKiooyMjLi4+OjoqLCw8PJLREZGZmdnT106NBBgwYNGDCANtW8/CL3HLLp1KlTVlbWjh07yG+ZmpqakpLSu3fvoqIiyo786aef3G53WFjY7bffHhERceTIEUVR4uPj6SkTFhYWHh4OICkpadGiRR988MHTTz/tZEReOQhIglPFogB6S+wIgFJqNCkxkM8iczbgxND4gu5Y5lHmTu6TrXDqU5OC96rYKUq+NM9Ol7aeouREOpdp0pFDsXIIDXZuBXssKb7CtginYNAoWV0y/QtsObhiQf63w4cPL1y4kIooc0YxOxtOnjw5adIkBK16KCws/Pnnn1977bVnn322oKDANM1WrVolJyd36dJlwoQJ+/bt++ijj1atWgVg8+bNO3fuTE9PP3bsWGpqak5OzkcffXTzzTffeOONP/30E2cDXE4glwP9Nu++++4ZM2YoivLNN988/PDDy5cvf+SRRzZt2kQPnREjRowcOfKZZ55ZtmzZjh07Jk6c6PF40tLS0tLSDh06dODAgX379mVmZm7duvWHH36YMmXKTz/9xHkhF3qWDs4tNFF6CEHedYhaZFRjwJK2adZEaJxtaNmQLQlfyLccn8jjCeAz9i+aUl4hDYbpmd31FLYjtwFb7Vw+wZFDsBxKAqV69eqcmsFCZGeLJu30xSkkfNXdu3eX8PIOLnXQrVxQUJCSkhIVFTVq1KgePXpERERA3NxhYWGTJ08eOXJkQGaD2+2eMWNGXFycx+NJTk5u3bo1/Q4LCgqWLVtWsWLF66677uDBg7t3705OTj569GhSUtLevXsbN268Y8eOxMRERVGOHDlSqVKlGjVqqGK58wWTwjmDKfKe+vXrN3bs2JycnNTUVHJOdurUKTY2FoCiKFu2bDl48GCHDh2io6O/++67ChUqZGVllS9ffv/+/eXLl3e73ampqfXq1fvll1/KlStXuXLlxMREU6zOutBTdHAOUaNGDTY92RXPz3BdqpdMCGYUXaxF5Od/yHwhq6rUD9VC5ug+O/B5YKpYd2BKix6LHSSNqtjrylNw5MBy2L17d8h1ppVatWpx7CR4NLooml2sQB29wQHd7m63+6GHHpoyZQqAlJSUkSNH9uzZMzo6GkBOTk6jRo3+/PNPvpXpN9CnT585c+bI/QSsjLj8shbOFJZYhqpp2meffbZ169ZXX301uJkcrz1NoTmyvUJQu3ZtNjqZfpiEIDENH+ePgglMEWt9ERJfyCwI/8qBsonPDVQpYVAeCaTogJx/EAB5vwZu6ciBX5dofwoWIismHJWhYdFjC5IPRJ6ngyscnMF30003AXC5XNu2bRsyZEiLFi2mTZuWn5//8ccfy0oDRBrz448/bhhGUVGRruvyckpLbN9AXnryztF/8iLSaz7IiZkXUgrnBiRb+nl269YtLS3tjz/+0HXd4/HoYoUYCY1drBD+TPk/iU5+ywkoF3qKDs4tmLpITeRSxBDlCDWR6i+H7eXwvJyIZ4ndGULjCyY2duDzcaZD2aUPYbgzhdM4uZ+ALRg0AQhCZWJ25FCsHEKGX3KHLm31zUdkBYftRRaQgyscligO3bhx44SEBMMwKHD466+//utf/7r++usnTJjAzj2Im6d79+6NGzcGEBYWxpsyKKKugKZpdEQV5VboP/146DUf5LMulATOKUi8pmm63e5u3bp98MEH9AuVd9olmZBwWD7yf06k4rd84gWdnINzDv7VcDFWXr5LFMLheUjJfXIP8jNfZj6cOV+YIpnflEon8TjpNd3YTHsMOSsQIo2RmhGFy+01qdIRJyI4cgiQQ3H3y+lCVf1XRrBEApQjbsMzDJiPgysTpPkahlGpUqWGDRtC2iVWVdVt27bt2bPH5XJFRkbKWvnjjz/uGLunA1YFTNPs0aPHnj179u/fT9FQh/UdnA50UTqQYIl9GulTrkfEZjQb37JFq4r8vpLwBZ2rS+sLTBFiY8OamFsXiwwhqhHIPn+ym9n6Zw1Avi6Ejc6TdeQQIIfib5fTg8pDp/xPU+zbK8uFlRpd5MnrUu6oAwd0399www3yEf4xFBYWFhYWapoWExOjKEq/fv1atGjh8XjkVIYLM+5LAZaonRUWFnbbbbdRhWlT2pvDgYO/A++rxP5qXRQWpLx6eUGgLuXQseGr+ddCLglfyEzJF5KjA3wJLrcs9xkQSoAw9PkHwhdlO56XFThyKFYOIUOVYzYcPuGBUlCHQzUQuaCatCOngysQTFrsguMUB/nGYK3WsqzCwsKCggJVVSMjI7Oysqj+I1WLCu7QAUN2OfTs2XPnzp0HDx50XA4OTgeUJ0QswrY1G7WyqUofMfOxZxuSg515ITS+IINY7kTeSorHQI8FU6wzJD4mw1pVVS6nyO4BSIkCplh0wEY2RLaBI4cAOZTkvvKlUZhSfikPCEKf0v0rbytBW3w6uKLAjKUIWJZVv379GjVq/AOfGYZhGMaMGTNSUlLGjRuXkZFBWjx3gss3U6EkYEsiIiKiY8eOVD7ScTk4OCVUsSMa/Eu1EvG43W6K91MIHMKq5q0USVs1pZUFKAFfyGF+Yi/ZG2+JTRYUaedGTmziGWliWQHTOYQpL3sLiGIhnPaOHILlUML7ys4sIyFS3R5NJHd4vV5WcHhijrPBASsHubm5BQUFdIsnJCRUrVoVp+J+RVHS09NHjx597bXXPv/882lpaV6vt6CgIDs72yHCYsELKyzL6tOnz7Zt244cOeK4HBycEkQqvJQfwoNND3k67nK5mCCJXSAsafJsQ9AbcUTIfME9B3jpA+L9TGw8cvhnCMpBBHphiZKLplSQkExtHokjhwA5lAR+pXiCX7N/g5029KkuRYAcXJmgjNz58+cPHjxYUZTMzMzx48c3aNAA/jdSMCxRl/rw4cNjxoypU6dOr169nnnmmU8//dQ0Td7n4jxN4xIBr7eMiopq3749bZLpuBwcnBKqWFgoe7PpIzJYqVSiKe25LO+TJO8bqapnhy/Ismf65HNVsfBH3tuJ/ZG6lCTIKX6aKMDMjCunKFqWxSuPHDkEyOEf75pTwLevFb33er38Vp4tDYKTRxyl4QqHIraiiI+P/+uvvyzLmjlzZlFR0TPPPHM6FjCVYdA0LTw8vKCg4PPPP58/f37Xrl1JbXeWCAZDdjn07dt369atWVlZjsvBwSkhB8g1kS7HdEXmqUwzqsjyg79NjCBHOs6QL9jrDmGmB3Aqd8tGM7kEyJaQ2/NCREVRaC6UIqBLyQfc0pFDsXI4/VsoGCrrU7q0+lOeA19ME7UsWLVxcMWC6cqyLNpuas2aNTVq1Chbtmzt2rXxj6EKdvHpul5UVFSvXr1+/fpNnDjxs88+W7hwIf1cHRs6GOxyiIuLa9u27axZsxyXg4NTIoAONbFDAfOibCIHMBZvssBkVhK+4Pa6rvP2UdSeqZTHyZeD4F0aCaR9KeXCMLyzpdytLrIUHTn8nRxCg6qLdZ88kwAtiUQmj4CcySwaB1csiLFMsZcr3RvXXXcd/kZvoDuK2sfGxg4ZMuSZZ56ZPn16u3btPvjggxMnTkRHR6elpSnOlkvFQXY5DBgwYOPGjSdOnHBcDg7+ARzblgPtTC1yWJ1PkZPs5GoBEGRZQr7QxXIAiNKxmsgohL//nA1l9goQ2LK3RLFniKXgBFMUW6SeKe7gyCFYDiEjUFGC0F80TSMy4GxMvl6ALuPgCoQiykKHh4dTcKF169a7d+92uVx169YNbky/JUqJuOGGG2rUqPHOO++8995748aNO3HixIEDBzIyMp5++umEhITY2FiHBf8O7HIoVarUddddN3v2bMfl4OAfQJxH8XtIy/pVUWWILWaI2gAEXSwjZB6iDkvCF7rY4tmUFi5a0n5O1GGwRcpkH/yCOpT9+XyWy+ViZ4Ajh2LlEDLstRysBNBV6RnEE6bnPq1RkWVdkgufLcgO8ws9lisLdDPs2LHj+PHjx48fHzhw4MSJE1esWHHkyJGYmJi8vDxIZVnpt3fLLbdUq1atQ4cOu3bt6t69u2EYv//+e25u7l133fXLL7+sWrUqLi6udOnSpthA4UJP8XTBoz3XGg97Ji3LGjRo0PDhwwcNGhQdHe24HBwUC2Ivmd5ke48f/sEkKrvr+bGvSxszcm+nzxf0Ka8pkE1/U1QaYM8lpHQ/VZRepvucu9VEHWVmX1MUWlBFMWm6nCOHv5NDaFBq1apFOogcI1Gk/bX4P8uXHSkXw36Ylr0ZEhTlkqGZywkZGYd0XS9bNiksLELXi9LTD5YqFd+t2x1r1651uVSv1wRQpUpyz549Bw4cWK9ew6Ki/CNHjlSqVFlRXIBVUJDvdmuaFn7iRFZ+fn7FipWBS+x7tKzzpzfAf5PMV155JSEhYdiwYbooGOdoDw5k1KxZU35iy1aiIjZrYFoidyAbhFTVQHbF84mh8QXb06qUnKhJNYjkcxWx56QpJSrSC1MsJZBNC7kTPsIdBozEkQOAP//8M+T9MH16iiXtTS5fleVlimwLVSqhdcGh2MWCACiFhbh0bNTLAYqCsmUrKgo8HuTnw+UKr1ChuqIgJaX16tVrTVNt1KjVgAH97777nuTkeAD5+dC0qOTkakVF9E0pLle0YcDjQUxM6bi40gUFAC4N5lMUWBY0DVTe7bwRtrjhFXI5jBw5sn///hEREeSkOT9jcHCpgM1oAFQ7iD/izVHp8W6JbWW4PYf/mcMIIfNFgG+fj3DZJTNoE0j5hSrlH9ApZHnD36WviD11+bicyejIQVZQQoZy1VVXwT/AU6xCxEqKLLuLx99gmhgypLfX+31YmGoYpvP8PG+gwLqqUqiI1gUhKys3PT0jOhrVqtVISEjIz88rLCxUVVVRVOFOsDmO9DxFwXmz188WLAthYa4jR4wbb3zw0UcfoR/8+Rm/7HIYM2ZMpUqVBg8e7LgcHASjdu3acuDc5XIRzRAXut1u9qLzKTI1BqQEMoGFxhcE+VoBhBdgOkOQLiUh8iOChhTQLYGHZIoURf5hOnIIkMOePXtC9zfIQRSePEdiAnQlHhMJ+kwveS5AD0qPB/n5eydN+iM2lvzGF3pYVzAUBaYJTUN4OPLz9+o6XK7L8BsxDLjdWLUKy5dnQCwtOT+cLbscBg8e/Pjjj/fp0ycsLMxxOTgIgPyUplC3qqpkKHPkm+PicvCe3vKmTQENUAK+kC1yOUAAydaHZKbT1YPphj7injVRaomdCnScXzhyOIuUba8o1aRsUjkThC/Po9dEyeti1ZzzD5EUiYiIiNhYNSpKueQC5JcXLIC+AgtAVJQi3uJSCUCcJiwLiqLGxppudxjEIsnzeHWLfo+VKlWqXbv2/Pnz+/fvH2zTOLjCwQ9wOV4uB84DzFxeFqiJeoWQ2IEsdYTKF2zoMyPCP0dPttTlC8lj44PMozIBs5FtigRDbuDIIUAOJbqv5MwOWSHigco6FE/yYns8KQpM0zIM07JUy3LiFBcWlv9rq7jjlzwMAy6XYhjmBZkXZ2KapjlkyJAnn3yyZ8+emiiA73gdHMiQGYXrDUOQqPwwDwh+s3lNHKGKXaBC4ws+nThMvhYvFAqIxPOnlmXJtMfXpVpGlMkYEPinggeyHe/IIUAOIUNjdw0rRJDyLyBpQ7LUWMm6eKAo9h9wGXrFHVxskO+3CzQARVVVwzCqVq1avXr1BQsW9OzZ03E5OJDBVi/boEQhqlgHKGfPadJ+SLrYVDpg5V5J+IIa8J6TbLtzn3yK7BtQg2obMM3zRSlyz1PTxZ6T/Ftw5BAsh5LcV6oqtutmScm+F4ImdtqguMtFqDRcUeCMGcMAffuWdW4XknD/pnmerujglODnHbkcFi5cSM8LpwaUAwYbuJDquzNtaJpGFipEZUn5I0j7K7L9WhK+YJ6TDWLuiprJ5M1XZPpkMtZ1nd/qYqcJJmw5TACASjE6cgiQQ0ngtyEYv+aBQmwqKn/KsZMSXttBaOCVCC4XVNXOAz2nhi/3r6rn6YoOTgm57HTNmjUrVaq0aNEi8kA4cQoHhIA7gU1kmbEo0k9GMxUxJDaiqsa6riuKQizA/YTGF3SVADc+/MsVQFAyj4od8pScyPWbyQ2giI2teWxyAIIte0cOxcohZBRTkdsU5az5GvJoaOacVOLg/IPXLu7ejawsu5DA2bUwZQcDvaa3Bw4gLe2cXNFBCGC/Arkc/ve//5HS4LgcHBDkegCQChUzP1GCHoRxzG5tBlUIMAyDt2zmzs+UL7jioSkKJDDVaVIIn+oiUzlkbuD1etmdRi3JB8B+Ah4SW+pM/AF1ERw5lNzmV1mBYlWItBtaUSp/xCkbFHpx/A0XCnTDHDmC2rXRrp399uzSBLkTLAuq6qcl3HQTqlfHwYNn/4oOQoDscrjmmmuSkpK++uor2mHPcTk4gFQbkd/KIXaIKLsu1VfWRA6goijEW3IeQEn4glmDGBES+5I1r+s6cTOH7eG/TRRFECB88rITXpMy/lRRjxnSqktHDsFyCP2+kvMmaOakE/FidNrCi+VFERRIbhkHFwRRUejYER07AjjLJStISzBNKAqyspCXZ6sOANq3R7duiI09a9dyUELIZsfgwYPnzZtnit09HJeDAwijOeAg++eZ9iBIiyPxAbxFDUrIF9QhrwkkFqTjAdUFTNPkhET6lLvSRW6gpmkul4t4kS4quwF4cYF8aUcOxcrhTOG3zBQiTdT+TOhQLF9NpHpeJEWfLnXID3amalWFYdiqAIWoOBuR0gsowyAmBl9/bZ/I2QbcksARLurc5YJlwTCgqvZrOs4g7wIVbgJgGLj3Xrz5JqpWtVWHadN8HVIz6sTl8o2ZXRTkOeNZAH6n0Fv25Dnm8enDsvdk8VXFp6dbgwYNSpUqtXz58k6dOrHpo4idS1mTIC+F/JYa8IsLOTcH5wbaP26XwKRiWRbTD5Mo5/bLhQ1C4wvqRBM1DOR7WLbXIdUpUv++DCubzpqoxEDH5cRAebKOHGQ5/P3NcmrYiRXsTmHtBiL8w6qQLNOSXNIBQ144qqrQNLu0Iu16oGk20bpccLvhdkPKdPHxPXdCCoGm+f6Iv7lzesH9mGZge1W1NQ+KUDz2GBYtQvXq9kfy104XJf2DP6+oHwAAIABJREFUeuYxUyd0ITrC7ek4nUKT5d6ce+r0ITM9awD0IBgyZMicOXPoLX8kaqNZ7JjlgnT0MOJHkqM0XH5g05ONYwqWM4UwZWrSPsv0EWUCkukMEUovCV8wB6v+Cby8jpEtaU5d5B7oQuyfZwcAczMNjwlb89/82pFDgBxKAt/CEl4bylEQTVqZKns5qD2LyUHI4BspOxvHj2PNGoSHo1s3TJqErVvRtCkefBDR0Vi2DB9/DMtCnz645RabfRUFv/+O5ctx//0IC6MyRMjKwty5OHIE2dlo2hQ9eyIsDKaJw4fx6afo2xepqZg2Dbfdhh494HLh5En897/IyMDJkyhdGoMGoUoVGAYUBU8/jUmToGn4178QFYUXXkBcHI4exfz56NoVycnIy8OxY/jxR2Rk4P778e67+OYb1KuHESOQlISNG/HBB8jJwR13oGdP28egqjh+HIsWYc8eZGTgjjvQubNPTXFwmmD/wbFjx9xud1xcnKIoubm5Bw8evPbaaxMSEpYvX96gQYOioqJq1aqxX0FV1YyMjPz8/OrVq5M5lZWVlZmZmZiYCMDlciUkJMBRHS5T8HOeyQxBdiqCbELL3v3Ht7lzSfiC71uuZ8A+fDlZL4DYmA69YqtJOm5KqxbJNyAXiub/smbgyCFYDqHBjqnIERFKtXC73Zz2yaOUXzihirMFy0JqKoYMwYABeP11vPwy0tORkYEnn8QDD+D11/Hhh0hKwuLF6NwZK1ZAUbB/Px58EA0b4qmnbPve5cLixWjWDHl5GDgQnTphwAB07Ypdu/Dcc6hbF48+itmz8eKL+PBDjBgBRcHmzWjcGIcPo18/9OyJjRtRvz5mz7bdAN26ISICloW77kK/fjBNvPIKUlLw4IM4cQKKgvR0jBqF7t3x2msYMwbbtsHrxdix6NsX06bhzTdRpgw2bkSvXvjoI3um27bhgQdQsSIGDkSFCrjtNnv8zuqMM4VhGJZlTZ48+cknnwTw+++/v/zyy/v27Rs3btxdd901ZsyYdevWbdiw4Z133qE0K0VRFi9ePHfu3B07dvznP/9RFGXJkiWjRo3as2fPDz/8MHny5HXr1nHSluNQvGzAC980sWCPOFK2ktmJzYzFjSmQTz3IFQ5C5gu6tWhlI58Of8rkAXPGH1+Xe5OteSJp+aalubBN78ihWDmcxu3zt/C5aEhw7Nzwer1cQFsPKkLHknVQchgGUlLQvTsUBRERGD4cb72Fb75B9er4739hGPjkE4wfjw8/hGXh/fehKKhQAb16weNBqVK2e+Dnn9GtG+65B089hZo10bkzunXD118jNxePP45SpaCqSEvDokX46ivMmIHMTHTujNq1MXYsrr4a11+PJUtQqRIGDMDatVBVNGxoBxdatULjxoiLw4ABdiiEPE21a6NfPygKwsLQrx+mTsWXX6JlS6xYgZ078emnePllLFgARcE779hBiiFD0LMnbr4ZNWvixRfRuDFefRU//QSXC84NdUag32ZMTMzx48cBTJw4sVKlSh07djQMY8mSJZmZmRUrVuzTp8/HH3+8d+9eTdPy8vImT57cuXPn2267bdOmTStXrnz++ecffPDBDh06qKpapkyZrl27ctjCcTlcNmBDFsK7Tt8yWckclWezmw6ySc0Wqhz7R6h8wdTIJA3/4owMMutpw+uAT+mi8pqFgCmTZ56Hwe0dOQTIoSTwrcPkrEtNLBWlVSLs39BE5idlbZRQYXEAqYKTZSE8HJaFunVRvjzy8xEejtKloSjo2BGmCV1HcjIA/PEHLAtuN2rUAGArDYqCsWNhmhg2DIYBrxemibfewpdfIiUFCQmIj4dpon9/qCpuuQW33445c3DsGAYNgmHA40FREVQVDz0EAG+9BQAFBfbA8vLshM2KFREb6yN4HnPVqrjqKuTlwbKQnAxFwc03w7Kg60hKgmVhzx5YFtavxw8/YN06PPccRo/Gc8/B7UZcHDZv9isR4eCUkNMayB76/vvv69WrZxhGo0aNZs6ceeLEidmzZwOIjo7etGkTgIMHD2ZkZFSuXNkwjLJly27atKlq1aq7d+/+6quvduzYUbNmzRdffHHZsmUQK78v7AQdnC3wIkAIuiJvti5KF8M/8M/2K/x3c+BmJeELDrRTASImYFUsgIRkXlOhAp4I+cwQtBelKdZAQoTOVVGzmU9URfqOIwdZDiWBJu/QBf8U04Attng+mv/uWw5CRsBSCACFhXawn6sy0DJIWv4AoKjIziL0eOwGbjfy87FmDcLCkJjoWxNRrRqqVbOXOfByDMtCQQHCwrBune3e4PqPloWmTQFgyxaYJtxu3xYMFAoB7CUSTCt0kNQUuhWJ/vPzAWk1R2EhFAVbtgDAHXegdGlb3Rk8GGFhiIqyGztWbghg7YHJ3uPx3H777WXKlPnkk09SU1NnzpzZp08fXqZFYYuEhIQJEyYsWLCgUaNGuq6//PLLw4cP1zTt6NGjZcuWdVZVXDYIqDpMz3n56a2JNYSqSJiFFN2XCYZOKQlf6GKJIB/hfD06zls9yWwHQdhesR80pC2mIHnj5bQDOWlRFbtROHKQ5XDGN5MEX1YI6TVytiOrP7KjJliODkIGryPgp7QStFtSwBFef0Egyi8sxMmTMAwcO2YzN8UFdN3mY3Zs8CIIcg9kZvpdqFw5ALZGwv3/w+AZrKz83ZhJXwFQoQLq1UPDhmjQANWqoWJFlCrlKzPl4DRB1K6JZVctW7b85ZdfXC7X1q1b77//fsuytm3b1rt37507dx49ejQnJyc5OblSpUr79u1TVfXYsWNNmzatXr36Y489dvTo0YyMjMTExL59+4aHh8fExMBJjbyMwA55Dt5TNQJIZQQ1URUA/gWI5Mw7MpeZvULjC9mIpw7Zaqf/bFgH5BnAv5ARKcpkrLOpzV4ENrupQxqhI4dgORR/x5weVL4GTYazP+Dve4G0gELO0XBQQpzpIzrAn0/6QWQkKlaEYeDbb6Gq8Hrh8dgqAsUIgpdQXnUVFAU//eSngni9UFVcfbVdQ4KHd0rd9JQ1K1kp+fxzACgoQFER6D5avdr2sjh6w2mCrByPx7N3797s7Oy8vLyHHnroxIkTixYtKlWq1E033TRnzpzFixfTL/fAgQPDhg1TFOXxxx9fsWLFggULOnXq1Lx5c9M0161bV7p06Z49e5YtW3bVqlVJSUlRUVFOkOJygi5teiSzZoCBG+BUh7TYT5cWCzBphcYXvPQAYlUwmb9k5cv+fAoisPeeHe9c1YByCCz/7abYjtd1nbMXqb0jh2A5lOC2gk8loaVZhmGwJ4fVJXa/cEBF/fsaFA5OH0y3cnFxjiywgE3T15gUBdlRUVSEiAh06ID33sMrr6BtW9SsaZ84dixat0aNGj5KpgABgHvuwZQpWLYMHg9cLhQVISoKv/8O08SgQX4XpUpT8rkc+JADFsFj5kGqKnQdLVsCwKRJ6NYN11xjN5sxA0eOoE0bX6TDwSnBFRdeeOEFRVHCw8OrVq36f//3f0eOHOncubOqqm+++eajjz5KjVVVffbZZ10uV9u2ba+99tqCgoJy5crR06pJkyYRERGKorzxxhu6rpcuXZqOX9jZOTiL0KTce0j7IrIrm/zYHAunugVUqwDSGj9NSt+jnkPgC65JwH54HpLsn+c2fFHeVUH1T0RgsufJEivJYQKeviOHYDmEfl8BUBSF1RZWRuR+KaGDdR+alVO/oeRgJcDlsrMBqBoSVWAkbqZKSgAiI+2zqGV4OADb2QDg6afx9dfYswctWuDee5GQgGXL0KYN2rcH4ONvOtcw0KYNHnsMb7yBV17Bc88hKgr5+XjySdxyCwYNgmkiKgpJSUhLw9q1qFYNOTlo1cr2EISH20MKC/N1y1OAVAiScheoKlTDhhgwAB99hDZt8K9/oXRprF2L3FzMn2+3ufwUUcu/sOPZ7VlV1dKlS9NbemZVrFjRsizDMB555BFN0x566CEA2dnZhYWF5J+Ii4uLi4szRSHqyMhIOjc+Ph6iFP+l6G9wKl3+A4hF6AlPj3G2QdlUZcc7ma0BpQg0aUEgSsAXMtdCyk+UA/Ns+svlF9lJwOyoBW0pSQOjCxW7asCRQ4Aczuw28odKXVAKqC6SS6lrXYACP+ROodE4pabPCixRTHrVKvz3v3ZNhZUrkZeHuXPtnSdffx07dyI1FRMm2FUT5szBtm2YMgWKguxsvPoq0tJQvTpWrEDPnvB6MWEC3ngDt96Kl17CwYMYMwb790NR8J//YMUKOxhhmnj9dUyahLlzMXgwJk/G/ffj1luxaJH9aUQEnnkGUVHo2ROvv44KFfDuu/b2mxMm4Ndf8cMPmDwZioLdu7FwIQoLsXQpfvwRqooZM/DDDzh0CC+/DEVBfj4mTsSBA5g6FY88AsvCmDF49lkkJOCzzxATA4iczcsMMpMpZxsQSZEQDz7iTvotjxgxYurUqYqieDyeQ4cOyW1U/8WWwccvIVyIb/VSAhmaZBOT15o81cRn1IYf+wFWrNwJW8NKyfiCO9cETLEnpGxw86eqSAgIHhizOI9QTmZUijO4HTnIcji9O6h4KFdddZUsOFUqOsFKjSnqZHEVTJrS7t27S3LtswJ6VhYW4v77206dujYmRrUs81J5nlhiP6r9+1FUhMhIFBVB01C+PP76yy4InZuLsmWhaUhPR1ycvcwyLg4nTyIyEpaF3FwkJyMmxjbxs7Lg9SIxEWFh9nKM1FTEx0NVkZuLyEhUquRbnaEoyMvDb7+hoAC1aqFiRXtUBEVBWhry8lCnjl2eMioKioKcHJQtC8PA8eOIiYGuwzBQuTLS0wHY6zvi4xEdjf37ERdnJ0VWqGBviHX8OIqKEBNjawyXaITCMOByuVavNpYsGf3aa2PI8rhImIy8DpqmzZw5c8iQIe++++7QoUPJ+rlIRujg/KB27dpkDZvS6n96eiuiOAFXMJSd7cxb8HehM63izPkC/q51078kEaTqywCYYrll8CzYgpfHD8kbz695L0pHDiyH1NTUY9lnbPwnxrmPZXv9hstpFyxTuhJ9ygmohADvh4MQwBkAVaoEfsQ5Coz4eL+3SUmBDegLEa5rezFFTAwaNAhsyQsvdR3R0Wje3O8UOUehalXfWbVrB/ZDqY6M6tUDG9StG3hd00RCgv2Wqkixp+HyYzT6GXu93gEDBkRERERGRp6fXw09Cg3DiI+Pr1u37ttvv71t2zZ6+lxOeoPL5dqzZ88bb7xRv359Mv4u9IguOrA7Sn6qy2TJDEftKaIv277spQ82xM+ULzgJUe5NEcuCuGf5LCZv9g1wdF+24yG2XOFRyUxPnn9HDsFyCBmaKS3eoMcci0MXdS1UkdbBao48JQchg/0N8moCPsIo9kjwEgkiYCYm0gCC1ynIix4DCjXSg1ceCX0a2pCCG8ilICBWb1pndRPwiwr0g8rOzs7Ozn7ppZfktdTn5+qWZY0aNSojI4P2sDg/1z0PoIej2+0ePXp0Wlpa/fr1L8W0jPMAdq0DCI6sy0RIPCRH1pmr4O/oDpkvTP8yRJDqLrO9zua1Jqo4s4lMPfPY6HVADQZTqnAgC0GVijw6cji9e+efoMniCPCTQKqQxQPVpbxNByVEQMGDYj/6uyPFskCx/fxdy3/op9irhDCkYo+czkQuDxBVm6ZZoUKFGlTg80IgKdg3dbmAw6yXk1Z0FiH7z5laZG+5nN6uS5n8fFwV+Xr8FqHyhew257O4JR1kqqNB8i7SkPL+IFL/5JbcRl4HoQZFGRw5sBxQAvhKbGqaJledowHJ+hErTab/luEOHDj4B9BPiR4cTtr/WQEncBQVFV3osVzUYDsVUoSbg+6aqC1InjBN09iWldmIaxgEZAacKV8EZxpCUBq9lpP7ZCtf/g/hb5fTBfii/OMidmT+htiI0pGDPNqQ4fNssCB4QHK1S5oDqwt/N3kHDhwEQ1EUegxdtHoDD+zvRsjp2aZpUj72BZyLvADkggzgEoJcgQBS0SFVCtJz/WN2ccupdhzpD3bXnxFf0E+AvjLDMJhiZZrk2L/8zbLXRG4AKdNQF5WOILEpJBKl7aYcOchyKMlNpbEOwkmYHEehTThY62HXhyw4Bw4cXAZQROUG0gyCVRzWKlRR41ZxqiZc9JDd0WyVsmNclyoHQHryq6pqGIbMf9ymJHzBd45MH4pUMoTbEEyRA6iIzZ9UqVQiLRxggmf3u2y1yyTqyAElDk8wVFnNgVCvdF2nYfHkISV88rjPyggcOHBwLsAmjmEYhmGQjU6POXpBR+g37vV6LcsqLCx86qmnHnnkEYiStPxY5HNXr149YsQIiAef3MCJXV5s0AVkttPF7gmQdmuEvxdZlUohUWNTLC4ImS/kwei6LgcIAHBBZWojkygFC0xRe0DXdWJZUxRnVP23Y5ANd0jFkRw5BMghZKiy4DSxToNhiqxRXdTKsEQJrRIWnHLgwMG5g+wPoM0w+TUZLlTLgQMoFNmNjIysUKHCr7/+CpEQzou+IErqapq2YMECcktQz9TAKcR0EYKJhC1stq3pIJGKJQoXMtURJ8k2KzcOmS8oFUC+OrWkS3M9ZlXadYk6gcgxdPvvXs0zYt8+HSSqVv1zAhw5BMshZNgaCu2pRT97eo5wCokppXWwyJwghQMHFzNYafB6vevWrfvhhx9UVS0qKlqzZs0ff/yRk5Ozfv36wsJCwzAOHjyYmpq6Zs0aem5GR0dHR0cDiIiISE9PX79+/aFDhziM+vPPP2dmZtJe2y6Xa//+/d98801mZqYqik5e6Hk78AM/qNmEJYe5LtYHssoIyYlNFjDn96lSyl5J+EIX2yzRQbmUIdOnpmlkkcvj5z0amHSZWakZHeG7lFlW3hTKkUOwHEKGPQ3ygZAUVJHNwQ4N9rSQHyZgBBc5uIABbR8l//HmTOfocUc9y9fVdXsLqOCL8kEqx8SnBDTm16YJXfdNjQ8GzDFgpucNAUOSZ0dFJgIGf0aygr9sSVz0X24f8NVTb/K58hiCh3pJg36kubm5H374oWmar7322pgxY0zTnDVr1tChQ1evXr18+XLLstatW9eiRYv//e9///d//0fbZhqGQe7Qb7755r333svPzx82bNi6desURRk/fvzOnTvT0tJOnjypKMrGjRs3bNhQUFDQpUuX3377jS7qqA4XFYg2yDlErMNbRQMgnxOZwvy050c9/Jf28Vkh84UmLQ2ghYXk+qLj1BVEoSRT7AFB1jy9oOA4RQSYWdncl6MPNFR5yaUjhwA5lOS+8ilcfAFdZJOSfFWx/wc7ZEro4jjP4DJHvH0U/1GhpHO0o5JczoivqGl+F5W1AR4G7QLFp/BBIjN6q+tQVWia71NqIG8xFTBTnMdKCTwdqiFNs+AJ0sGAwfPrU8oKkmwty27J/+X2LCvqlkpOkQJB24nRGCzLT3qWKF55STMgPYBWrlw5Z86crVu3xsbGbtmyJTIycsaMGS6Xa/HixS+88EJkZGTDhg1N0xw2bNjSpUu/+OKLvLy8yMhIevq8/PLLbdq06dChQ7t27SZMmJCRkbFw4cLevXt37NiRUsAmT568fv36ffv2kR/CSZO8yMEqHbup6Qgb2WStcntVKpVIR9g5HxpfyN5+Ok6NieGIPrmlKSoX6aK2UsAUZJc+hwzkS+j+FQscOZRQV5ChBffI4uOAKM9EF4s9WA+6+ME0kJmJXbsQGYnISOg6Tp5E+fKoVcvX4OxelIstqirmzsWmTXC5UL48HnoIUVE2dwYUX6KDhYWYPh379sGykJKCwYN9H3HPmob0dHzyCR56yN6Hgo5nZ+PQIb+5EEeWLm3XpT4PT3UmbMOAy4XsbCxZgu7dER7u4+a8PMyYgZ49UaGCTeF81pw5+OUXFBaifHmMGIGYmEBZQdKiVBXr1+OLL6AoyM3FnXfippvsDrmNpqGoCD//jNhYv7rX+fl47TX06IEGDaDr0DRs3Ijjx9G5s10A+5KuZUlRg+3bt7ds2fLRRx+l329BQUFkZGSbNm0++OCDEydOxMfHK4oSHR2dn59frly5smXLejwedrf+9ddfZJbVrVt36dKl+/bty8/PB5Cfnx8dHW2a5uHDh0ePHl2zZs2HH36YkrP4oXGhZ+/AB6YQDo3LFYTYrS27xPkgJDc7Z8mgBHxBPbO1zck3vNuTJpYvBrCszIhyBQK+uu6/SgJifYTqvwLCkQNPsCRQA8REeU9yC7mAJfyzQ0t++fMD4o/cXKSmYvhw1KuH1q2xZQsyM32+67ML2T3Qty/GjEHv3hgxAr/9hqZNkZEBINB7Twkux4+jVSssX46hQ3HvvXj3XXTv7vPtU4e0xWWzZnjxRdA3w9d6+GFccw1q1/b91amDevWwfLl9xfMAWWn47TcMHYpKlRAWZtP58eOYPBnNmuHRR1FY6Bs8AF1Ht26YNw8DB2L4cGzfjpQUpKZCUXyyIpA0VBXPPYd27dCwIR5+GDffjO7d8e67UFW7PbWZPRvNmmHaNAwfjgcewIIFWLAA06bhjjuwdClq1rQHZhi45hqsWoU334TLZfdw6XodKOzavHnz9957b/v27ampqbNnz3a73StXrrzuuuvuueeeoUOHUhtSJtLS0qpUqVKqVKnCwkKPx6MoSsuWLRcsWOB2u3fu3Nm6devKlSvv37//zz//NAzjwIEDlAkxbty4zMzMVatWrVq1CpfUM+EKAVMIF1emdFeI5XmQlhRqxS01hOSQ53g5QuULUyxJMEWmLf0PYMeAoAAnCVJvbHzzmOm17p/PSBOREwwdOchyOOXN8w/Q5LoWNFvVfxkr/OtaW6Ku1qWS38AO82rVUK0aVBX9+qFDBzz+OCDseOYYJqcA37jiv9GD7AmXrVtI+zIYBjQNEydi7lxs325vLvXRR6hQAQMG4OuvbW8Etwegqhg+HLt3Y/16REQAwGefoXJlPP88xo6F1wtNQ1oa1q3DkSM4dAjVqvm561NTsX49XngBycm2Nz4qCmvX4pNP0LFjYDhG9saT4R4892BR/IMc5G5JmH/8gZ49MW0a2rSxd8w6fhwrVyIrCzt32o4HiF0wNA3PPIMvv0R6ur0t59y5qFABPXti40ZfHIFASsm6dRg7FoMHo18/WBa6d8eGDfj3v9GnD6KjbflPmoSHH8aQIXjvPeTm4t57cewYdB3VqiEpCU8/bTufKDyRkIAJE3DXXVBVPPxw4C5flxboB9uhQ4dhw4YNGDCgSZMmI0eOPHDgwPvvvz99+vSrrrrq1ltvXbBgQefOnXVd//DDD3Nycl5++WXDMNLS0lRVPXz48Pjx48ePHz9jxgy32z1y5MiEhITRo0c/8sgj9evX79ixY2Fh4eTJkwcPHty7d+9bb731gQceoOs6zoaLCpw0RzTGVil72hnyOkCZ8GSzFSIeHxpfmNKeDmwEs9EvU2ZwMoEqVUrm/ABeTaCLuo00HiJItvJVKXnQkQPL4R9um1PCrm/Fm3CwnkX+FlaOApQv/ujiBxNeUZGPBjQNug5dR1iYTQ8U/GZ/OHuqCYYBRfHjLfZjy+ED+aIuF3Jy8NJLSEmxPeGGgbAwDB2KsWOxYQOuv96+NADThMuFnTsxbx7uvx8REfB4oCioVAkdOuC11/DQQyhbFqaJ8uXRty86dMDUqeAbnrj8228xaRJuucVv+ps2oUULJCX5rsWjpcRAVbXnzhOkL5aGROAoidyMERBBoNM9HvTogc6d0aYNPB643VAUxMXh7rtx992YPh0ZGb7ojKYhMxMTJ+Laa1GunJ0X6XZj8GC8/DKWL8ctt9hpCnyKy4XvvoPLhYQEWBby8xEWhtq1kZ2NkycREwOXC9u344knUK4cXn0VponoaDRsiCFDAGDHDkRF4YYbbBWEeqbXEyeifn00aoS2be0vGuclvnN2oYrCTePGjRs7dizRudfrnTVrlqZp0dHRf/zxB62nSExM7NGjR1JSEj3vnn/+eX4CvPHGG9nZ2XFxcQAsy3rkkUcefPBBtpxiYmJWrVpFT084laAuVqhBuyvxc54acFwc/hssadJ2kUw/Z4UvZHc6pF0emN5Mackem8vw36YroENK6WXK5BkxiztyCJBDSWDXnmQXh6wN6SKtlHUcdoZAUosucnDaHeXiEYjXiTIpOe74cdu/nZ6OnBzfzpDkOaDGaWn49VccO+bbalJRkJODgoJAhzbx6+bNOHoUN9xgf0R9NmsGRcFnn/kNkmIQX34JAC1b2uoI9dm2LTwerFhhUzJlM5w44Xc5+k5697b51euFxwOvFydP4uOP0adPoLOdB0+5hzR3RUF6uu+1y4WsLBw8aOsW7JZQFOzejd9+w/79yMuzpcQgz43LhUmTbNomtYBlDqCgwD6FnROWhV9+QUEBypWzr0UzatgQioIlSwJDBvSFxsfDMPDFFzhxAtHRcLuxejUqVUKZMrae9/778Hpx660oXRqKgowMWBaKiqDreOkl3Hef7+o8O8NAcjI6dcK999qq2yWa4sAsToVsAVDGltvtpmCqZVm00nLPnj05OTm8Ipx+42TKWJYVFxfHCyzpecQf0cOLVq/x5S7wtB0EgU1MeV2fKdL+AaiqSl8rfZXU2DRNReyrAlEonQ+GxheaWM1IR8iLronCA5Di+rIzmwqE8HECu9lp5LquE4VzoWhqoOs6U7UjhwA5lAQq6U2mKEEFoY+o/sUi+PIQ7pFLy6oIfqARNaalYfx4dOqE/v2xeTO6dEHNmqhbF7Nm2TxNLPjDD+jVC2+8gXnz0KEDHnsMeXmwLKSno3lztGmD48dtypSvuGEDAPA+iMR2lSvDsrB1q82jxFhEqBs3AkC1anZjGjO93bTJJjbOtUTQdpqRkXZXpA1oGr77Dh4PunTxKU8E6uTQIUydiu7dcccd+PFH3HMPrrkGNWrgrbdQUICnn0b79qhcGa1aYccOe0aHDqEFWOymAAAgAElEQVRvX3z+OTZuRPPmePNNAJCVVxpAbi5eew2tWvmSMeXYB69ZkJGTE0jSioKyZWFZ2LEjcPzUQ8+eqFULf/yBfv1QVIRvv8Wnn+KddxAebmcnbN0KRUH79rYa8eOPSE5GeDi++AKlS6N5c5gm3G4/YdI3fued2LsXn31mC/wSZUPiclVUVuAXMrKzs1999dW8vDyqxwCRUGlJ9aQhsiW4B/rt00F6q0hlqi/opB0Egt3yxCVytQAIy5VrE7EhKxvcxEP0oiR8QZ0zxUKyfeneY97VpRxAiPIDplQVkdYo0sD4oC5ta8l1FHhsjhwC5FCimwrCecIRFxmqfzooHaRhXVr1ImU24v+6jlKlkJODb75BUhK++QbjxiE7G92747770LIlatWCouDrr9G1K954Aw8+CADR0fi//4OuY9IkHDyIXbsA4MQJlCrl0xuI//78EwASE/0YMSEBAPbtg8eD8HC/Ee7dazfgQSoKSpcGgD//DJyCjABz3BJrEWfPxvXX+4IUPAZqHBUFjwcLFyIuDl99hREj8OST6NoVo0ZhwwZ06IClS/G//+Hhh/HUU1i4EKqKkSNx4ADmzAGAsDD89lugOU7ehY0bkZmJAQN8iSOAH/fL/+kFhRvS0lBQgLAwO1QRGQkA2dnFfJumiaQkfPkl7rwTS5eiTRtER2PTJjRq5MtLiI+HZaFePXtZx7ff4t//Rn4+Zs/Ga68BsDM3AdSr50sxURTUqQMA//0v+vS5VF0OzN8ykQe/btKkSZMmTU7ZSbFv/7mxg4sKciQe/rFzGeyTh6idDKn6oaaViC/YzJVZWVVVviLzKySypELmzHbsG4Dgcg4iwD8bsdgROnJgOQTP+vThi53oIqUC/jEIXcrC4OPyGtNLF6aJ+HjcfjtUFcnJGD0aTZqgXTt06gRdt63VzEz06YPrrsODD9pkNnAgWrRA+fKwLDRtijlzsHAhqlcHhBsAghGJ8CjDkSmTdIXsbF/RoYD21IA/otPpI5n4Zch6Br2m7Irly9G7d+BVIHg3Ph6dO8PlQtmyeOYZtG2LJk3QtSu8XtSpg6FDkZyM++5DdDTWrMHJk7As/PwzcnORkwMAt96K5s3tAJCssliW7TipVMk35oAcCBkuF0wTjRqhdm38/ju2boXLhbAwuFwoKACAuDg/gUD4inQd11yDDRtQowa2bsXvv9uKGkdVRo9GXBxefx3ffotx43D77UhKwgcfoH59XH01Vq1C27Z49VVMn4633rJlQkMtXx6Rkfj5Z5w86UvyOLtg579s/cvHT6eHYk//u48CjhAMw/B4PGQDnP6l/3kwpz+qgCPF9sAnOggBspHNTCP7t3WR1a+KAgDET7rYN0EVQSv4r1EMmS9Yv+QrWsKFzqfwW4gMA35BYLObzX1y1DOvm6KAkiqVVHLkIMshpBvKhsoiozEFKAS6VN2CBqdKBb1LcuGLAWRK5ufbSXP8mpi7sBCWhUWLcOwYOnb0FQuqUAHr1+Ppp+1O+vRBt252bwGMKLsTGOSmoTzBABTbnm7R09cOLbFic9kyFBXh9tttapcvx/6J/Hw7W9OyUFAA07TVlMREuwKjZcHtxsmTyM8HgG7d8OuvuOUWrF2LsmVx550+dwJDUXDgAADExp6WmU6EHRODGTNQrhzuuQeLF2PvXixdismToSioX9+XgiDP0eWC14tRo9CpEx59FIcO4e678dhjPlXm+uuxZQuuuQbbtuG++9C2LTIz8cUXeOIJfPUVbroJioKPPsLkyfjtN2Rm+hSgmBjExODwYWRn+133LCLAyR/w9pSny6oAn2tJmYn8lo0YU2whIbdxuVxhYWFndOliByPHKfiFnPEgj02GKW1soes6v5YnBUd1CBUcp2ceYjc7kx9xHlEAN5ONXV3X5V0MS8gXlrS5M19RFZn/POyAt7oouUggIqeR0w0j1380xYau1Jg+cuQQLIeQ4VcaQn6tiqwQWXB8sWC/x0WOv3vsMNkTnXPCIwS5bt8ORbFpm/P4ePGFZdm8zreTIhZGWpZtcHPyIJ1Ob8uVQ1iY71rUW3Iydu+2GVoRCxNycwGgQgVf56ecJk3qv/9F69ZISrKj+wGpA/Lc6ULy3DkXMuCUZ59Faio+/xxt2+LhhzFunK8ukzwAj8cnk1M+8CnjwTTRpg02bcKsWVi2DD/+iObNkZwMy8KttxbvZTEM9OyJr7/GoUOIi0NiIkaPxptvolQpPPec/b3Uro3Ro32nvPUW7rwT4eEYMABuN6ZMsYdXubLt2yBwLVF5rezZBZNrTk4OJUbFxMRoolLsKfmbGliWpapqfn5+fn5+mTJlZNUBgKqqmZmZkZGR0dHRlthWJzMzMykpiZ4mqqrm5eXpuh4fHy8P6UwnIusKHo8nLCwMQGZmZmJioirK2sgaQE5ODgBd1xMSEqjBwYMHK1asSNMvKioKDw8nXwh5lRUn4zJUyOF2+YUuLQ1gOdNHzHaaSM7ncD63CY0v5E95DY48Hh4SW+p8CYrlyx5+yu3VxPoFGh71HLCUQO7HkYM8/ZChQWwiLt9hJAtZKAT+AZdQWzn/4Ich6wR/16bYlrt2+ZnsrDqQw5xPD4gINGoEAIcP+wjYspCZCQD160PTfMn8dEpKCr79FkeP+o5Yll0kKiUl0OCGVO5JngIZ4idOYMUKTJpktwnwNwRPPJiYFf8VItSmVCn873+YORNjxmDiRKSmYt48uN1+SQwQkQUq61Ssn0OWLYdXqMbG88/7Gg8ejHr10L69r39aGEm1GRYuxIIFGD4ccXEoLMSzzyI9HdOnY+JEDB2K8uVtFxGVstA07N2LLVswZgymTUNmJtq2RYMGsCx77UmpUj450Bpdt9tPXzzroJ/Srl27+vXr17t370cffZQ2lGJPgCI2ybVEhiP9HnmvXpfLtWbNmq1bt5YvXz4nJ+eBBx4wxWJxVVWnT58eHR2dlZWVkpLSrl27ffv2zZkzp3r16vv37x8yZEiZMmXWrVs3f/78jRs3duzYccyYMZDUEVMkcNF1aVGGKjIlCbyjJr1VVXXp0qV169YtW7bszJkz169fv3fv3qlTpzZt2tQwDC6h/9prr82aNcswjFGjRg0ePHjHjh1Tpky55pprjhw5Urly5Z07d957770pKSmGYXz33XfVq1evWbMmm01OCkVo4Di6HFAnjiF/NZnRsldc9mazSU0vQuYLXap0xMmJnHUIURxJzjlgXqckRPYT0E+ASZ3jC5pIYwwmS0cOwXIIGb6UaXbFQErTgFglQq0vRa2fXdwBDudij0AiCWI4opZFi5CWBrfb5mBVxSefIDfXx3nBBr2i4Prr7SoCzIuWhd27AeDmmwFRv0jT7HNvugkAduzwWboAfv0VANq391F7wJcg07Bl2UsJliyB11t8kCJ47gFEHnCQoKrQdcybZ9P55s3o1AlffokdO2xvgXxi7doAkJnppygUq7HJXw2JqKjIVjhGjMChQ5g+3VdrkrQ0luT27XC5kJhovzVNDB4MTcOxY8jKsqdM60o0DS4Xxo9Hv35QVWzYAEWx1REAO3ciLAyxsbboAGRnIycH1arZOarngq2IcQ3DaNasWWxsbOvWrePj48nC4IIz9HOjt/REo2K0EJpBbm7uq6++evfdd/ft23fjxo1Lly5VRcr38uXL16xZ079//3vuuWf8+PE5OTkTJkyoVq1anz59wsPD3377bUVRsrKyxo4dO2/evDfeeOPw4cOqtFyCF32RcsADAKCK6niykqGq6ty5cz0eT7Vq1fbs2dO4cePZs2c3adLk+eefJ88BaTm05nPdunU//vhjv3798vPzBw0a1LBhw5EjRxYVFcXHx5cpUyYlJYU6bNGixYIFCzIyMliDOftfwxUADm9D8s+Tu5s3UGDSkpmVvetMVNRhyHyhiSyBYHuXSZQJkv3wdPvxUHlLJx4nO/w1sQslv5Wd/I4cguUQMvy2/+JMChoHZ0vxCEgWfEpJLnzewM99os+ICGgawsN9JBQeDk2zowbUPiwMmoaoKCgK7rgD1asjKws9e+KHH+yqBiNG4ORJxMbi2DF06IA770Rurh/Zk01crRpuvhlffWUfJ6N56VJERaFHD3sR4KFD2LnT1kjat0fZsliyxBdoVxQsWYJGjdC4se1IoIM0i7Awe1Kyt4COfPIJ2ra1V1IgiK1Z1wmeOx0h+dBbtxuaZv//5BOcPAkA5crZGR6Uk8GPdLp6u3YAsHu3H+nyRcPC7N4iIvwGT6pDeDgiIvDKK5g6Fe+/j9atfaWZdB0//OBbLlG5MgwDBw74al3ExsLlQmwsypTxqSkktw0bkJFhl7KIi4Nl4ZprfLLq3NlPizp0CB4PWrSwq0meozgFB/g1TfN4PJZl7dmzZ+3atStWrJg3bx4/fTZt2vTZZ59t3LhRUZR169ZRRWdyAKxevdrlclWpUsUwjFatWn388cfsn5g/f/71119vmmbFihUjIyM//fTT1NTUG2+80TCMzp07L1u2zDCMbt26xcXFeb3exx9/vEyZMvSLVhQlNzd35cqVu3fvfv/999esWXPs2LFp06atWLGCBvz7779//fXXn376KV2INJj09PTFixd36dLFsqwGDRq0atXK7XbXrVt3xIgRkLbx/fnnn2fPnt2uXbuPP/44LCxsx44dJ06ceOCBB7KysipWrHjy5MlBgwYVFBSQWGJjY6tUqfLOO+/Q20vRaLngoLQ+SMl0xENyFSBWyPj5z5mDpgRuEzJfyK9ZM6bGnFfIVEfqKXXL3An/xMZgtzfTIREtm+yOHILlEOItRf3Df72HLspUscHBIRlILhqaTEkufN7A5qyu48QJLFsGXcfatUhNhccDjwfbtkHXsW8fjh+HoiA7G7/8Al3Htm0oLETp0pgzB1WqYPNmNG2KhARcfTVcLgwbBgB//IEVK7BgAQ4f9ltWwEzz5psoLMS4cXC5EB6OtWsxfz4mTkRiIgAUFKB9ezRqhO+/B4CoKEydipUrsXSprbtMmoS//sI77/g6Nwzk5WH1aug60tKwd69fGSXiyAMHsHgxevXy2fHF+htotyddx19/2dGT/Hzs2mXTM6VJ7tqFo0eh69i9G14vtmxBnz7YsweHD2PaNHTvjjp1/PIbyBlQpw5at8aqVfZH7I8xTeTnY/Nmu5zUL78gL8/2JXAwZft29OuH997D4sUYPNimbfIEjB2Lli3x4ou2h6N7d9SqhY8+ws6diIiAy4VPP0VRER57DOXL+5V6tCyMH48RI+wKVEOGIDIS772Hbdvw6quoUgVNmvhiT5aFbdvsZucOchYCW/lr1qzp0aNHbm7uc889t3DhQkVRXn311R07dtStW3fIkCF//vnnpk2bli5dCmFepKWlKWL/39jY2AMHDvCzb+/evYmJifSp2+3etm1bbm5uYmKiy+WKi4vLzMykmg3bt2/v0aPHrl27dF3nAERubm7fvn2/+uqruLi4fv36ffrpp6VLlx4xYsQff/xx6NChXr16NW7ceP/+/cePHyeXiaIoixcvjouLI3tIUZS8vLyJEye+8MILXHWKHhddunRZt27dkCFDhg0bNmvWrKpVq8bGxv7yyy/z58/3eDyJiYlbtmwZNGjQjBkzAFiW1aJFi6+//jo/P593EnJwRmCOhPBOywvw6FFPRCIHwpiHuAKSfFbIfCHTIXWli2JK8o4PxKkQKw/hT3IyTfLVdV2n28yU6kazP4CNb0cOshxKAt8E2NPCKRUc9dFFYW0alpwAckmAuDM1FQsWQNfRvz9ME++8g/btUakSdu5E//7QNHz+Oe6+G8uXo3591KmD7Gxs3ow2bdCyJbZuxbx52LoVbjfuvhu33GKzXaNGGDsWsbGoXj0wPZC4rU4dLF+OZ57BsWOIjcWKFZg+Hffd5yuoQHEKWl6h67jrLsyejZdewoYNyMvDli1YsgTNmvlYsLAQS5Zg61b07w8Ac+eiaVN07Og32cOH0a8funcHRLZjsEBcLnz/PbZsQf/+UFV89hnuuQcbN6JcOfTvb9debNQICxagXz8oClauREIChg/HTz9hxgyEh+P66zF8eDEBGnIPTJiAFi2weTOuu87nKbEsrFqFDRvQty9UFStX4vhx3HILoqMBYM0afPst9u1Do0aYPh0xMXZX/A263fB67dUfhoHERHz9NR57DD17ont3nDiB9evx1lsYOdK+IolU0zBvHqKj0aGDne/ZtClWr8Z772HWLNx4I7p29YmXglAzZ6JdO9xwg6+fc3BPWvILIuyrr766fPnyd9xxx9y5c9PS0oqKiubMmfPTTz+5XK7ly5cnJiY+8cQTdJYqCtWx+s4ZW2TuUGqh+FKU8PBwTdR5JOOG3LMVKlSYM2dOhw4d3n777X//+99er1dRlPLlyyclJd14440pKSkvvfTS1Vdf3b59+0mTJu3YsaN9+/ZZWVmjRo165ZVXSpcubYp0il27dlH2pSkCCj169PB6vf3799+zZ09CQgIVqAkPD69UqdJDDz1UVFQ0ZcqUgQMHvvjii++///5dd921ffv28PDwUaNGrV+/ftKkSRkZGcnJyYmJiUeOHDl58mRUVJSjN4QAelAzabHLnYLiRIRES3LJZI6vMwWymVtCvgjw6rPpDFEmgQ/qomaifHWeBb2WyZhyaDj6ALF7E902jhyC5VAS+Da9cEv7itKTRd5pg20j1n140Bc52NquU8eu5xMAKnrI6NEDPXr4HTEMJCXhoYd8R9iId7vx7LPFX5TaGAZat8bq1fjxR3g8eOIJxMf7eDQqCuvXIzfXXjhAmZJE+b/9BlXF+PHQNL/NMmJj0asXevUq/qKkizRtitmzA0cigziyRQu0aOF3/LbbcNttfkcCZhc8WUvsicXhBtpM8rrr8PTTGDsWS5faRjylGnTpgi5diumE4g733osqVeyD8qzpPn/mGfTqhRo1oCi2rKpXx4IF2LcPhw7Z0Q0qFcUTJ4G0bo1bb7XfkkekWTM0a+a7OjWjXMjly7FrF7ZssYddrABLDk4OUBSF6J/cieyTjI6O9nq96enpXq/X5XIlJyfTNtYEeqg1aNBg8eLF1NXRo0fr1q2rKAolV1577bWHDh2ijwoLC9u3b793796MjIwaNWpkZGRUrlw5KipKUZSyZcuWLVv2/vvvT01N5YGRA4PqOrAuQsGCmJiYNWvWPPjgg82bN//qq6/q1KnDlhCHOVwuV3R0dHR09BNPPPH+++9nZ2eXKVMGIieDXtStW5cWgHTp0qVLly6rVq2qVavWN998c+ONN5YuXZo3LWRB4dJMrrrgYAo0xZo9+JcxJprhHZwRlDQnu7hVqZpyaHyhSTmAcud0mzFlsudfVf084jJPA6Cu6HKq2BoqwApntnbkECCH0O4ogk/3gVQkhD0kMuTraSXeiPO8Qc68Mwx4vfYfpdkTW/AR8qXTW133EZ5p+jWTe6bc++AsS0gkCqBxY7Rogfh42/HOrvv4eCQn+3z1ZCJHR6N5czRtaisNvELSEhtqy4MxRSFkObvQ6/UdLNbfENxPsXNniVEDaq/rvuoOAZeg15RE+dJLSE7GhAk26wdflK9Cs6teHVWq2A0sy+dpkJWSmjV90Qf6XmgVRsuWaNTITkeQyZ7+/r+96w6Polrf78zOpieQAknooLSLdARBpCOC3iuICHhFFBVpCiiogHSliF5BiqCIqPR6laaoCCrSUVGQH4SQACEkJCEhJNkkuzO/P76Zb8/OBoRdlFyd9+HhmcycOefM2d15v34qVtRTPER5jh8EhovHbkdCAiZMwNq1qFbNLWf8QfYGEhqcTueFCxdyc3M1TXM4HJmZmQCys7PT0tLCwsKqVavWs2fPLVu2LFy4MCsra8OGDUuWLKEeVFVt3rx52bJl9+3b53A49u3bN2DAgKKionHjxp07d65fv34HDx7Mz88/dOhQcHDwfffd17Rp002bNhUVFa1fv75Pnz6qqq5evfr8+fOZmZlpaWkDBw7UjFrUqqpmZmbSbtoXL16kgIOLFy/a7fbExMSvv/56y5YtMTExu3btkoySDPXr16eEUlmWf/nll61btzocjk2bNnXr1q1q1arr1q374IMPJElatGjRgQMH8vPzt2zZMnLkSABFRUXp6emff/55p06dkpKSqlevnpiYWKZMmfLly2uadunSpbi4uLJly1rJFL6BF432HxHZQhVyc8SQOoLoICcuIFs9/OALUauWjbB/p1Hf0JRtaxpLjCRgmzxb4AmKZ20GHoWEcmsdTOsAPyCzPUQzcr3EhWO5TPUsQPE/BElIebDZ9OQ6u13P0SfNlc8QG9GfiuL2zZOuLDbjfxSuz3+K42rCdgxiQiA8OZ6EBgalV7BAwHtY8BCmybBSzhOgR+CTV1sT74fyfnZeMWrAAZLkXrnaU8vGHpsLF+LSJbz7rlu4EQelUQDzUvASiQIWneGUB03IL+W1ZaZnUUMzymOIkhk/Fz0IjJDVo0fxn//gnXfQtq3u0eAe/iDIsnzgwIHGjRsnJyfn5eXl5+e3bt06PT39jjvuIAr/9NNPo6Kili5dWrNmzUqVKl24cCErK0u8/fXXXz969OjatWsHDhzYoEEDVVXT0tJycnLq1KkzePDgdevW/fzzz9OnT5ckaeTIkdHR0StXrmzQoMETTzwB4Ntvv50zZ8633347evToRo0awcjySEhIuOuuu/Lz81NTU1u0aJGXl3fhwoXGjRs7HA6bzUbZmyNHjuzXrx87Rx544AGHw1FQUGCz2bKysj744IMPP/wwICBg6tSpNpstOzs7PT0dQFJS0oIFCzZu3PjMM8/ce++9qqoGBAScPn26W7dukiS9+uqrDofj0KFDTz75JPk79uzZ06lTp+DgYI6TsHBDYI2Wix6y3539VjB0a/Yxcfyd04i8czqdZIH3hy+YVhUj+5F7UBRFdO0z2zFtc2gt2b0gsLV4C89BFhIaNU2z1sF7Ha73O1QSpJo1a5qMIWzWoBaqsQOHbGyYwdLQCcopvKWgj83hwMCBbRYs+C4sTNY01XrD3FqYzPs//4x//EPPGSmFHw2LIKdPo2xZREa6UzauMWGXCzabbdcu15Yt4994Ywq5RU3cRl/OjIyMUaNGLVmyRL7BIgSmxt73ms6IUUemCKTfHdfniCXNqCSxefNmytG49lOYRuSr3g+bk5Mzd+7cp59+OjY2Fp5BYeQ6URRlwoQJLVu27Nq1K9mZfZj/Xxu1atWC4Wg3UUWJxmpWVSF40Nk8zjWFfOMLeBVOEJ393nZ1/lMx0h/4gC6xPZ9bwnDzi0mSPAdrHcR1OHHiRNblG5YeoiLsWZeL3bEVqpEfIhsZrvQzlo0sFJJZKP3jf9HwYOFPAzMuGVoaNiy9QgMMlwc5SiIjdZvQHxTWwNAEkF5CBExWR6fTySEF9HOjH6DL5RL3kpCMvfX4F0r3akZ1SNMljvwSxyXInrtl8pS8D+h27kQyCkM98MADwcHBiYmJqlHRVjUqVvG0nUbZf56SZNS2omehlnTjwYMHH3vssfj4eAjpJxZuCEwY4jaEJlJUjHICvJc6sx0Mwz5b0f3hixIdBE4h6pDN7FQljPkPglzLO0YqXsVVZVnmXd2ZlQFoRjFpax1KXAcf4A4KZYcHSy6aUa6SpB4+/z/qsLDwZ4KdC5KwX1TpFB1M8xSLZ/xxEHVrVhQkoyYjnxEVDhgvC3i+I0w9i/eaRjRp5NzyGlPyPuAKVPQniw6apt17771UdYr8Hd7TNo3I4/KrljtUVbVjx46S5wYWFnwDyZFcZlR8e7NarAqVgiDovmSWZ2bieD0f+ML7gI+JMtnyRKzGmjoPCuO7xFQqC2GArIKzl0H2zB2w1kFchxv/Hrmhx1bQuihGOgepCDQJEv95YNPsLVi4GvhV731QqsCzEqtQWLhOiGYDDnfwh+Y5oQOCdmXFRfoG8UVN7EIOcsWIrRN5SzXKG0Cw3hMhcZqin3yhGPH/fEkWqh2wI4Ct9ySPcgNmRJanTTTE2z3wVW9d11oHf75R+irxAnHvshFTLU6ar5pMIhYsWLh+iJZ5eGZjylePfmATvWpsGCG2FGkbhvrOJ70vQXBzsP2fztC770Z/46aBxB7YB1HirHgRCGRZpTmIT2paPZ8W/m8KJgwYlnBR/RVbinF2TqeTagCwWZs/LPjBF0yH3Cfp1pqRrMjqvlOIIZC9kh5NOzYpQmCgWChanKS1Dt7r4A8Ufk4YSaX04+Qx2CYjWizFKAwLFixcJ/j3VWIQ39VI0fsuk9AAT9ujiZ4hOEclY/Mb0YapCkGRvnEz38Ljcle8V5C36CAughjYKB6bBB1LdLghmDRpeJIWa72KUHWALtHXhqiBYn4JrATjxvmCgwBMNnO+kWJdiZKYLJmAmWLF2gbUiewZugiD1NmzYK2D9zr4A4XlF3ai8DWaJft1VM+wz785xCAtzu77Xf89Rwvy7WKeofe919Oej8WD0vlq5ceB5wZd/IxiCSkf1krsynTL9X8unFlqmt5NWVJi95ycnOPHjwcFBTkcDkmSioqKqlevXqFCBVxFdKDfvMPh+O2330JDQ2vVqsU/RlEyOHPmTE5OTt26del1I7Ls0aNHAwMDeW/JS5cunTlzpkqVKpGRkTSlkydPZmVlNW3a1GeboklYuXz5cpkyZYqKig4fPly+fPkaNWrwg9D/OTk5x44dk2U5PDy8Tp06NpstJyfnt99+q1evXnh4eGZmpqqqVBsqOzs7KipKtNBYuCEoRrSdqApTjSPFs04RHTDn0Z+yEYjHpnLf+ILVX6JGUTU3kR88LSUEDusTLf/itEWLgmKEGljrcLV1gB9Q2GhDT872DbaWwLP+JQzhq9RKD7xElLVPEFmKz1ClBNygP1vkJ5dLLwbAfV77Rr6LvwlcWoobeLfn+pLwrKIozoRjDyHwnKbhap/Sn5AyIOLawg2XXmSXiSIAACAASURBVIAgDPm2VlwmiyBmVIqN+YvBC0tnxJoN1Akv+E1ZK4p1cjgcc+bM2bt376xZsyRJ+uWXX7Kzs99++23+fbFmoxn7VFFW94QJE+Li4t5///2ioiJSZTQjDXL9+vWnTp1q1KjRypUrx44dy4WZVVV97bXXGjRokJGR8dVXXw0aNOjnn39evnx5x44dV61a1bdv3/r162/duvW77747cOBAYGDgmjVrgoODYUgkNBOTr1c0IdDobEugW9auXduyZUsA7733XlJS0hdffDFhwoTHH3+cFCl6nS1atOizzz7Lz88fOnToP/7xj507dy5YsKBHjx4fffRRfHz86dOnhw0bRoUmf/31VwBt2rRRjSwMfz+GvxNYvXYa1Y7pvLiMoonb2/xOfzKt+swXsuHsZ3s+PAsfiYGHEGRiUUF3GikJIrvzt5SjGkV6Eg0M1jqI//sMj65Fl4xogaHHZqsIPVipzZZm+rTZcO05+sYEIrHR4qenIyICQUHX6lBUtRUF2dlISEBoqF76WhX2tjC1J7kkJQXnz6NcOVSr5jFzSfIg3ZwclCnjMY1rlAX784UGfszMTERH6+dZKsrORtmyZglDUZCRgdOnER6OOnX09iYiF60FVCbr6FE4HKhRA1FRbiuCOJy42pxGAeDsWVSsqB+rKjIyUL68Rw9+rhi9HWJjY/v27Xvx4sWePXsCeOihh3788UdN01hr4dcKG/MVRQkMDGzatGlqaiqAoKAgY201WZazs7MXLVq0dOnSChUqfPnll0uXLh02bFhRUVFAQMDmzZtPnDgxceJE2gmzW7duixYtateuXZcuXfLz82fPnv3BBx9ERERMnz4dQGxs7JkzZ+rWrUtplmR3hZCaIQsLRxMT378kQyxcuLBGjRrVqlU7fvz4gw8+WKtWrXnz5i1evJjqRJHo8OuvvyYmJn766afR0dEAcnNzn3/++Zdffrlv376nT59u2LBhZGRk06ZNAaiq2qZNm7feeisiIqJRo0bkwrBEh+sHs4gshNyLnm+Rt4gCSBxkdZmOWeDzmS9Y+WayhFBTQTR0iXYpGDQpEj/PlmMYRfrUjDxkk4HBWgdxHfz5Unm4XsRVUIVYU8Xw3/B6samkFIIWOSkJa9bg5EkAcDrd6jWAwkI4nWjaFC++6KGmX3//xB9JSVi7Fnv2YPdufPEFGjXyUI5NEC0Hs2dj3Tp06ICUFKSnY+5cVKumK8oiP9HcnE6MHImTJ3HPPTh0CNHRmDsXgYE6fbL+ffQoXnwRzZtjyhT9eWnQCROQlOShcNtsiIjAxImIiipBXvkjQMtLY+XlYfp0dOrk3jXKZsP585g4EZcvY/VqfQ3ZbTFzJn78EY0a4ehRZGRg9mzUru1hdOG1pfbr12PePDRujLAwfPUVevfG8OG6LUEy9txKTsbSpUhLQ82aePpphIdD05CcjBkzkJuLpUvdn8Lq1bDZMGTITbM6iGZ8fh0cPny4atWqADZs2LBt27YZM2Z8/PHHrVq1atGihcPh2LZtW0ZGhqqqTz/9dGFhIQVsr1mzJi0t7bnnnnM6nQEBAfv27ZMkKT4+3uVytWzZ8v333x86dCgZKjZv3ty4cWOi27i4uBUrViQlJbVo0cLlcrVq1WrSpEm5ubmtW7cG8OWXX44cObJ27doci3D58uVly5bVrVt37969YWFhXbt2/eSTTyIiIkaMGCFJ0q5du8izMHz48ODgYHpJJScnf/PNN88++6ymaXXq1AFw5cqVzMzMN998k5U8TdPS09MPHjxYu3btBx544P33379w4UJeXt6///3vtLQ0RVFOnDjRt2/f3377jYpMA7jzzjvffffdhQsXwtqo4kYgGRu1i5F6BNUoGyAaxllXJqMXRQXCsI3z7b7xhSIUamQvGw1komFxkibrvTdNikYseG4+aa3DNdbh974714KHyYKFEZZHWG7iKbJ5RP4TCMdXaBri4/Hkk3j8cXzxBVq1wujRuslaVZGTg/few08/YdQotxBwQ6D2QUGoWROvvOLWmK9hbAB0RpwxA2PG4PBhNG4MAI88gvbtcfCgXnFINjZfYCJ89FHs3ImjR1GuHPLy0KQJunfHtm2AoSifOYOVK/HWW7h4EU2b6sPRWLt3Y+pUtyijabDb4XDg9tvxxhvw75tzvWAtX5aRlob+/fHMM2jXTmfirCz897944w383//hvvv09ixgjRyJxYuRkIDYWADo3Rvt2mH/fn1HD9FfQwLBpk14+GFMmIDJkwGgSxe0bo0qVdC9u9ujtH49BgxAp04YNAjz52PnTtSti/x8BATgq6+wfj0Uxb2HyLBheOklTJyIyZNRXKxLn/6ADY8hISGJiYnTpk0rKiravXv3kiVLoqKi7rrrrkmTJs2ePbtGjRr16tVzuVwvv/xyhw4devXq1a1bt/vvvz8kJIR+hgUFBVeuXIERMHjx4kVO9Q4ODs7KyuI4gJSUlIYNG8pGHldycnJubm5ERITNZgsODs7Ly7ty5QptZj158uTc3Nw+ffpUqVKF48anTZs2cuTIbt26/fOf/ywsLOzZs2efPn2aNWvWpEmTPn36/PrrrxSXEBISQgrT9u3bQ0NDyWdss9kKCgo+/vjj//znP5IkNW/enMQRAB06dDh48OC+fft69OjxyiuvTJ8+vXr16mvWrElPT7fZbDVq1FizZs2BAwdq1649YsSI0NDQRo0avfDCC+np6bGxsapRWsfC74JlLPGtLkYIOo3aX6L5mnVlVouJOFXPSgA3yhfMpsx2VNcIAulCiOGF566P3Bu3JPsc25+Y6VXP4qeswVvrIK7D9X6HSkIJ9g1xRVQjM4p2DRev+jnwHwfJ2ICgfHncdx8UBZ06oXt3PPwwevRAz54YMABbtuAf/4DDoeugvM2Sprl3PNI0j3+qqm9hRVskaBri4tC9O+rW9bBYqCqKi3VKFgPriAiTkzFuHIYMQePGcDigaZg7F0lJmDwZsuzexIGmIcv44gusXYu339aFhtBQzJ+PL77AihWQZX1PpowM9O6NXr30PSN4RJcLH3+Md9/FlSv6v7w8FBTgjjvQr5/bYgGYn5Sf0en0WApeKJonT5WWhS7xSfHjoD+Li9G9O9q0Qc+eOjEDSE9H69Z47jnIMsj0zu6Mn37C7NkYMgSxsSgogKZh9mxcuIAxY0rw6ZAMMW0aJAlPPAGXC4WFuPtu1KyJpUvdloYffkCfPihXDqtWoXNnTJ6Mtm0xejSmTEGnTnjkETRooLfklZk1C998g3nzYLd7PLhvYMNjYWFhfHz8U089NXDgwMcee4xq1FeoUOGjjz6aNWvW/fffHxYWlpSUtGPHjgcffLBs2bLfffcdbYlJP/7+/fuPGTMGhrMgNDSUegDgcrlI+yeUKVNGNcrv058hISHFxcXkMggICAgMDHS5XLfddhtR/syZM1nfioiIqFixYvPmzRs2bFilSpXbb7+9QYMGVapUOXXqVFhYWOPGjdu3bx8ZGRkfH09vA03Tzp49SzMk2Gy2p5566rPPPpsxY8aJEyfIBUv/FxYWtmjRYuHChVu2bAkICFiwYMGZM2fatm1LkRlz5879+OOPAwMDU1JSJEkKDQ3Nzc3Nycmhbn3/AP6uUAQPPf8p6qxkDXIaVUFFCpCNnQ5KtIffKF8wxcpCkq1J+TYZsxUjKEGkatL1NWPPBaZh5mamT5OP31oH+B3fILP0JM6YJucUam2KDiGnV4RnqQJTl6bpLokrV+ByweHQd3F0uRAdjVde0cmGd7oibZJ3PJKETZuIyRRF/0cOAlWFy4WiIg8SlWXY7W6zAU+JbANLl0JV0bWr20QRG4s778SSJcjKcsdpwpB+5s6FouCuu6CqCAiApqFRI4SH4z//AaC3b9IE1aohNlZXqQk2GwoL8fDDGDQIgYEIDERAAAIDceQITpxAjx4e0xMDKilow7SLFT0C73ElGkUkY2cvusT98IOz8WDcOJw9izFjdJGIOqlTB7VqoVIlD+MHrdW6dQDQqJE7eqNcOTRujNWrkZqq+3R4/vSJXLgAAL/84o5rKS7WIzxkGU4nJkyA04kXX4TdDpcLFy8iMhLR0QgLw4cf4vHHzRIPzWrSJIwciWPHdNnOH12XMw7sdntERERsbGyFChX69+8fFBREgQuXL1++++67p0yZAsBms507d47OFxUVFRcXBwcHk3zALxrywtKuVLSD5enTp5s2bSpJUnBwsCzLd9999+nTp6lZdnb2Aw88EBsbe/r0aUmSkpOTq1WrVrZsWUVRQkNDQ0JCetA3QwD/9sWoAoquWLdu3ZNPPtmlS5dNmzZJRsWboKAgfv/abLagoKDAwMC2bdvWq1dPNWrukjwRGBgIICAgoFatWpqm1apVa9SoUcnJyfXr16ftrCRJKiwsjIiIAEBvcHFDPwvXCfZti9Z1phNZlslnTx+uqIiTFksEwVWM/OELkbqYPon5IGjPFNxn0uYVo1QzPxd3y2WhaTiaNhVaJvuWLMQSWuvA6+DLl8mALkDxarJswi8L0dLCFsJSG9wAuPlefMOQpkifkcOBPXtw550ICEBmJmbPxujRGDsWn3yC7Gxs2IBRozBrFlJS3LfYbDh0CG+/jalTMWcOzp3TmclUYZBM8a+9hoQEfVACMZ/Lha++AoDbbtOpjmbVqBHy8rBvn/sWkj8yMvD996hYEXFxbqItWxa1auGnn3D6tM7chYW60g/PtIWQEHTu7LaOkNlgxQpUr4569dzhEYBb7snPR3Y21q7F4cMoLsY77+DFF7Fxoz7br77CiBGYPBkJCe7wC03DsmWYPx+TJmH8eFy65J4GBENLUhLefBMDBnjcKEkoKtINOaa7NA3HjgFAcLC7H0VBjRpwOnHokPujgWGekSS0bg1Nw9SpyMpCYCB27EBSEp59VnfQJCVh924EB6NdO31WCQmoXh0AlixBnTqoXVtfTFo0EiJVFW3bolw5jBjhdov4DM3YOzspKSkhIeH06dOnTp3avXv3sGHDFEXZvn37vn37Nm7cuGLFioULF1auXLljx47t27efNm3a7NmzHQ5HSkpKUlKSqqrvvvvuSy+9BCNBo3r16k2aNFm/fv358+cPHTo0cOBAl8vVu3fvAwcO9O7d+8KFCwkJCTt37ixfvnzr1q27dev26aefpqSkrFmzpn///jabbcqUKd98883p06fPnz8/evRozSi+lJ+fn5ycfOnSpcLCwuTk5PT0dDq4cuXK+fPnx44dO2zYsHvvvTc5OVky0Lx587y8PBIa9u7dO3Xq1OTk5LVr1z700EN16tRZsmTJiy++KEnS2LFj33vvvTNnznzxxRevvvoqAKfTmZyc/O2337Zu3bq4uDgwMPDnn3+uUKFCfHy8pmlpaWnx8fFxcXGaVb/hRiD6dIgt6E9xR0feOoFA5MRRdUwBqpFD5w9fcASAaHh3GnmM3CeBn0I2ch0575EnCYACinkg2huFvfvsLLDWwbQO/sD9zKpRoI0fj0UbVVXpeUjg4oUutRAZCEBICOx2BAfr2vPhw1iyRLe6h4WhbVssX47p06GqKFsWmZlYvhwdO+phg8QigwZh+HBUr44uXbB2LZo1w3fflSCdyDJmzcL48XjhBUCQG+jS5cs4fhwhIYiJ0W+kBvHxAPDLL27+JmY9fRo5OYiNRWiofoa4My4OqooTJ9wxEKLlAILFRQwCIApcvx69eul2e8AsWu3diw4d8MgjeOMNTJyIw4exciUeeghvvok33sD8+Th3DpMmoW1bnDkDAC4XevbEjh144AG0aIEFC3D2rJnR2dAC6LwuCbtjszxkmgyfycpyR4mqKiIiAOh2BdOnrKqYNg116+LgQfTqhW3bMG4c5sxB5866XJKdDYcD1avjttv0CM3Tp9G8OS5dwpYtGDIEAIKCdPMJu1dI5uvcGV9+iWPH9GX0BzabzeFwlCtXrl+/fl9++eWuXbt27drVpk2bcuXKJScnt23bNiIiYsaMGdnZ2Q6HY+XKlQMHDszLy+vVq1dISEjTpk1p78e6des2bNiQOiQ758SJEyMiIvbu3fvyyy/Xrl1bkqR77rknIiIiKirq9ddfP3LkSHZ29htvvKFpWp8+fbp27bpnz56uXbv27t1b07Ty5cvv3bv35MmT48ePp0ILpFFlZmYOGjSoXLlyly9fHjhwYMWKFXNzc/v371+pUqWQkJC4uLjPP/982LBhQ4YM0TQtICBAVdU2bdqULVv2/PnzsixHRUUVFBR88803NWrUIK9KjRo1yDTSoEGDM2fOHDhwYNSoUc2bNydzQkFBwWOPPaZp2rhx4+rXr3/+/Pn+/fuTX2PXrl1dunQJDQ21NtS+IYjGdkVRKGKf/Vaig5+VXTpPDWRZFosdMQvAV75gFqQOYZj6WYem84qxpZOJbjWhADmESgbkvaLGrHzDoFJrHUpcB3+gqEasBzz35OYlpj+57LZqpFCXZtGBXyzEjt9/j1mz9Li2wkIsWoSOHXVDt92Oxo2xaRNatsT69ejWDStXYvt21K+v04Ms4+mnsXQpzp9H+fIAMGUKOnbEnDm45x7zuJqGpk0RE6NfMpnr8/KQmYmoKISEeEyVuDA93SPrQdOQnQ0AISFuUz9Z+MPCACAry6O9+C6VhGJHklDV4PBhJCbikUd0+4Hp9etyoX17NGmCn36CqmL4cMTG4tdf0aQJRo/GBx9g40YAmDQJkydj2TKMHYvDh7FxI779FlWrompVTJqEnBzzUygKVBVffw0A1aqZ5+Y9eRh5lY0bY+NG/PADBgzQIydI+IMgGPHtZDupXBnbtmHoUGzZgh078PrreP55OJ361dtuQ/nySE1FQACcTrz1Fjp3RkgIZs1C+/aIjUV2NpYvx4ULqFEDTzzh8dnVrw8AX36JunXdPiYfQEp5WFjY448/brqkadozzzxDBwMHDuTzL5AQCgDg8+3bt6cDim8g2r7//vvpJNlIhw0bRpeqVq1K+Row3iz3GN9dessMGjSIh1CFWKrKlStPmDCBjseOHUsHr7zyiumM2HNAQMDQoUO3b9/+6KOP1qpVa9q0aXwVQLt27ejPPn36mEbk/AtN06Kjo5966im+KyUlJSUl5ZlnnlGNSpdWiMN1QvaMp+MoP5vNxju/c/qf6LmXjJJHqhESCENL9pkvuCunkFNA55nImYCJ52iS1CcnI8AIPDRlEDArid9h0rOtdShxHXyGO7eEZSUeklqwtUQxEkY1oUZ3KQcRUoUK6NABd9+Nli1xzz24+263O0CSUFyMpk0xbBg2bUKXLujeHfXr60RF0XkffICBA1G+PAoLdav14sUYO7YEe7Wqom9fnDyJ0aMBLy+GZuRucJIk9UDNioo8WrJJQMyGIFB7k22/xGeXhOKJkoQVK1CrltlJwYNSeyr/0K4dYmNRXIwaNRAaCgA9e+ryR+3akCQcO+a2K4wZg9OnAeDhh1Gjhj5DsfMrV/B//wdFQWSke6BrgG5/8kmUK4elS/HTTwgMRFAQzp3D4cMAUK6cx/KyFFJcjKpV8a9/gVhy6lSMG6cHObpciIzEf/+L2rXRrx+mTEGDBujUCadOYf9+DBmCgwfRrBk+/BDdu+O339zRlNQ5JXQcOeJeLt/AAYNkSKTfHR2Q/4L0aToptlSNzaxJB6IyUBA0DDpJ/lfO/lI996dmXcRlgGZFQ3ADTQCfv9oBHcMIKHO5XA0aNGjUqFFycrKmaUVFRexCphccTdvlctHtPFvJ2BOcJ88PeObMmSeeeIISMmXPHSssXBuqsLujyCLsp/cOpuNCRuyGp++Mibd84As25itGfB+8dovggcRkBFLxnUZKAoTAQ3iGCziFsEE+yfOx1kFcB3/gDi7lZxBtCaJs4hQiSm6W2PJHg+ZbtaqeoEioUgULF7pZnPT4yZPxzTc4cgQ9euhqPZHrtm2QJFSv7g6Is9nw1FOA4U0QX2LUJxUvEtmR/gwIQFCQHpjJJwEUFgJAeLi7H+qWCLu42IPXuX1oqLuHa4DdAcXF2LAB/fpBktwFLcTpwQgUAJCfr98FgyavXEFEhDvLoKgIkoSGDfHYY1i2DC1aYOpUPPusviwio2saiouRna0HZl4PyBdQqRK2bMHIkfjnP/HMM4iMRH4+zp6FzYamTXUbA4N+rXY7RozA5s3Yswcffohx4zBtGi5cwKJF+gfasiV278apU4iMREwMALz1FgYMQHY27rsP+fn4/nvExSE6GosXu78htNoAMjL8Ehpg2BtwlXhmPileLfHYe6MK6erbZMviSl2zpTe4FNU1DgiaUaVK0zRyRogOV9O0bTabd+E4nieHT9K9VHqS3o+asOmGheuB6UUtGwF9qpDCB4DLLXNgIN9I6izfTge+8QV9PZhHTcSmGIGK4nDsvGczAPvpNaGMEPXJ27HSs4jcaa1DievgG/TYCp4Wqz50mUMwyNfC4pL4SKUQop0c0IPvCgvhcumENHIkAAQEuJuFhSEuDi4XXnpJt0LTvenp0DTk5np45ck2YEqa4GPvdERW5atVQ14ecnPd5zVNjyWsVs19F7WPj4fNhsuXdRc7hzLk5ABAhQpm0eRqS0HyzcGDSE4u2UnB0o/oOODO+ZK3Z0FR8OGHePllXLyIQYNw331ITweMKFQIlgwSBUxWKtPHJJ6ngIY778T33+Prr9GmDTp1Qu/eyM5Gly6oXFkPhNQ8M1nmzcOcOZg4EfHxGDsWb78Nmw1LluCjj3S5gSTCmjUREwOXC/v3IyUFPXtiwgRkZmLQID12JDdXdx6Zlre0lkgtFWBDBQw1iIUkfzrkbq2wBh9Avnz22YvWdQCqqpLVh4xYzJHsGmcdWqQlf/hCFPj4Rp6PidLYNKUKcYWqUaoZnttDU+KAWKKR7uUnstbBtA7+wC0H0XopRhlOtojSVS526zRqcPo58B8KkfD4DPEl5UlSKOL27XoWpaJg+nTUr4/evbFqFTZu1HlOknTT+o4d+u1UqyAgAOnpulIuighEeN55mKTiBwWhcWMUF+PCBXDQIqDHGLZooU+SUz+qVUONGjh3zh00IMtwOHD2LMqUwT/+4TYJeBMwz4f5e/ly1K6tOylMZhIfQLenpSEvDzNmYO9edOyIL77Aq6/qXgZRZgoKQmwsioqQl+cxK+8+TSELZPyoVQvt2qFuXbz+OvLyMGWKuyXJIpqxIdaCBZBlNGsGVUVREUaMQMeOkCSsXesmfrKpUBGwt97CyJEoLsannwLAfffpi/N//4dKlTy+RTTz+PirTv5WgX6homcBnm+l6+/HhN/tp8RbINhUfJuJ2D+bFizpwTcwA7F9m63lipHXx5Z5p2eCvfjZmWxLvvGFWEZddBaI04Cnis9cKzr4TV58ak/GABqCeyDaFpVsax1KfJAbhUcxCuqXxmDvCwz3p/eClk5oRs0ArmcgGTWe6SQt3datePddvc7xgQPYsAGvv45p0xAcjOHDcemSHtDXuTMA7NmDxYvdBQyOH8fChYCQMUGdU5T+6tXIzPS4CoN+evYEgKNH9ZnQyd27UaeOHnBHtRNoaEXBQw/h4kWkpMDl0v9dvIiEBPzrX4iIcCdZ8JNqGpxOt2TAjpWiImzciIcf1n32pggDTdgUis+w+CIGZ7AhgSazbx82boSqokULbN6Mhg2xfbuHj4aGCw5GgwZQVd14c7VBqVuePLtXyLqzejUWL8a0aWjaVI9MJDOGuNkEeXC4UJXTiXvu0ZeIvwb0v6Jg0ybYbGjXDllZSE9HcLAe/ChJ2LtXT/2QjdrSaWkAdG9X6WEuUWiA8SoUdXTT1avdBYPsRUBwgpQI71vEG6+nh2vDuytLaLhR8KZKzGROoxwQBD4j2lM8NyzkY8VIL2Rzt298QZ2wpk5qsTicOCUmUcWoxsi98S2SUBmJGvC44lXFSKCw1sG0Dj7DXSqLZ8NrQSOxU4dtIKqqXrvTWwt60QcGQlF0NzwAWUZQkE4zdjt+/BGDB6NTJ9hscDoxdiymT4fdjho18PbbenkiRYEso2VLPPMMVBXPPINnnsHKlXjtNTzxBLp3R0iITlqSpPv+ZRlvvok+fTBiBCDIDWyof+AB1KiBRYtgsyEwEDYbvv8eZ89i/HjY7dA0pKdjxAisW6e3HzwYNhs++USfuc2GVaugqhg92m1RoCeFodkrCgID3QRJNLx/P86fR+/eJTgpIBAqLY4kITQUsgybDWFhuhAQGqrfGxysx2rYbAgIwOLFOm0HBcFuR6tWbpMJgSbw0EMAcPy4e1mYv+m5yE6jKHp5K3aL2O0ICMDcuXj0UUydijFj3LUmVRXz5+OVV5CXp9/SsSNUFfv2uYt3nTsHVUW3bu5nJPHO5cL8+Rg9GqqK8HDUrImCAoSEQJbxwQeoWhVVqugzp38//QRF0a0XpYe8mErJXsr6DfsIriY0lHhM4JcOfu/lQu1VVXW5XEVFRZqmURXI373Rwp8GDvWn74kYU0J0ohih/qTFst2b3/NiIJ5muOR94wtR/ZW9KhqJB3wX+ebZvE/z5H7EvSFgRBry6Hye7fbWOpjWwWd4WDycwoahfEYUf1hYg5cPpvSA6CE1FcuW6dFtCxfigQfQrx/69UOvXmjWDE2a4OxZdO6MxET06IG9exEdrRd/pGrHixbhued0RX/ePIwbh0qVsHgxHn0U69bhnXfQoAHOnsWiRTh1CpqGefP0AgxRUQD08HvTlIjjV63Cb79h0iScP48ffsBjj2HwYDz6KIqKYLPhs88wZw5efllXsqtWxUcfYf58fPwxLl7EmjWYMgXz5+tposRhycnYuBErVkDT8N//YvNmJCUBQpCBpmHRItx++1WdFNzs66+xdavez5EjuHQJ776rV1CYOROpqTh+XN/2ae9efPcdbDbs3o1OnfS0zAoVMHu22d5AAtAjj6B8eWzd6r5EP6KMDGzbhjlzoGn44QesXevO1FBVpKVhrToxzAAAIABJREFU0yb06oVVq/D553j1VT2hlJCTg2HDMHMm9u7VwxcmTkTDhnjpJWzdirQ0LFuGRYv0oplkomBB6q23cPvtaNwYLhdCQvDee6hdG//+NyZORFqa3p58H5KE4mJ8/jkefhhVq+pZnaUERNWSJO3du7dHjx533HHHihUrJM+ECI4lhOEipXvp1aN6JlwAOHbsWIsWLY4fPw4jTAGGJYNvV4UEjaysrJ49e86fP9/pdPbt25f21TSlWlhixK0CsYtk7LCsaRpxGAyyYfc8H5ssyuI7X2Q+3DhfqEYwvyqUTuJ50jEb9k3TEKMCYZjZWbkX2ZcnQ5kIrNZb62Bah5K+L9cLc91odrfwgSJ4WcQnLM0OC9K8q1bF2rWw2+F06hscwHCch4QgMBA1ayItDa+8gilTEBqq80r9+vjxR0gScnIQFKSr3a+9huHDkZam3wVAVXXL9v79kCTk5yM8HJKEYcPQoQNq1waEMDr2F1Cs308/Yd48zJqFwkLMmoVHHnGzWteueOIJdOiAgADdAfHvf6NuXXzyCY4cgcOBbdvQurUe30c9h4QgPh7LlyMgAIWFbtsAgVT5sWN1ZVq9yv6ftCzR0fjwQwQEoKAA4eGw29GkCX78EQDy8xEYiNBQvPwypkxBURFCQlChAn76CVeuoLAQt90GytXXhFJUmpFQGhKCRYvQvz+ys3UPC7UJDES5cpg+Xc80KS7Wl1HT9NqdAIYPR+vWAPSgBO45IgLTpyMlBXfdpX+4FSvi++/x0UdYvRo7dqCgABs3ont3/fOibm02FBfjyhXd2EDL3qYNDhzAkSMICdH3G2N3jN2O1avhcGDmzKuu3q0CvT5SUlJ27tw5adKkI0eOPPvss02aNKE9LekdtGPHjg4dOpAMwWqWpmmXLl1KSEho3ry5+NZTVbVBgwaXL1/mTbNYCuEfvnhcWFgYExMTFRV1+vRpu91evnz5c+fOwStdwvIv3EKYFDxmDuJIVoudwt7QiuCPFzVjtu37zBfcPwugfLsq5EOyAYADCMQaCaIW7nQ67XY7SQPcOY9IDgVJSAC21uGmKPzuDchpVNNUqBEXxKDHoLX2M7DijwPRQ2RkCXWZTNA0xMUhLs79p6KgSRNzG/LBlyunlw1g13tMjJ7LZxq9Xj33sdiPZNSWrlABRjkcj0sAKlbEhx/q5+nF63KhSROPWYk6t6a5J2aatjh63br6yRJ1ZXYZNGpkvtSihcefUVGoXNnjDMWNMlRhryymWHIGde+OQYMwejTef9/twYmIQLNmJU8pKgqDB7sfh2MaxJ6NEkT6LaqKsDAMHYqhQz2WAnAbDwAEBGDKFPckAbhcCA/H3Xfrj8Ciid2OrCxMnowVK1Clii6uadeR/vqngSh58ODBZcqUadiw4dy5c5OTk+vUqUOb/37++efPP//88uXLmzVrJsvygQMHLl261Lx587Jly44dO/b8+fPz5s2rUqVKQkLC2bNnb7vtNtoJMywsjN5inNEgSdKPP/6YmZl5xx13xMXFZWZmHjt2LCIion79+pqm0SYUdEB6zOXLlxMSEi5dutSyZcuwsDBYosMtAmUNMBfyMSncLBeKl0SChMFtzJH+8IVYikBkXLEqM4xwQhJPeVyarakxPwuuEhZA06DRrXUwrYM/3ytZ9Nmw+4RlFnLqiHmrkpGoWmptj2LA3bX/Ae5mrI+Slk//xNBCPg+4qVHsTVXdJ9nyzxBj/VRVr+LAHXJjTdiOkttTLCffxQkLV3tSPq955h1IQuJiiSsmPruqmnu+ngY8N6YJloqcTsyciYgIzJypPw6HXpqWkWde4pqLj0bpLbx0JDrQSV4u0zOyICguCH++otAAICUFQ4di/Hg8+KDuoShV9gbSQipWrFimTBmn05menl65cuWmTZvye7C4uNjhcAQHB6uqOm3atMTERIfD0bdv34KCAofDIUmS3W5ftmzZlClToqOjH3300bS0NDHGiiwNLpdr5syZiYmJOTk5PXr0OHLkyCOPPBIZGTllypT169fT25D9HXRj3759i4qKjh8/fuzYMfG8hT8Z5MZifZROMsnxy58vMXGyZRuCgZ15wTe+INeA2Im4lRTPQZZlYmIekWNuSBFne7viFSigClGEHL2oKIq1Dt7r4M/3yh06oRqxnaJxBoaA4zS2DCc7CYdllkKInvXrgdjsajZ8oOTz3kOIJ73DDwmyXLLeT228BUHu8GrWghKfVBydbyyR8/gBva+aev7dBt5tJCODFICq4q238O672LkT996rZ3ZcI1zgagzN58W14qfgDr17Ft03pjNiY05U+ewzjByJ5s3dLpJSZWzQjDKLLpfLbrevX7/+6aefjomJ4dK5lStXjoyMvOOOOxISEtatW3f48GEA8+bN27hxY7169VJSUuLj4xs3blynTp3Q0NDExMSMjIzY2FiOpqS3wb59+7Zt27Zz504A1atXj4uLGz9+fFxcXE5OzrFjx1BSrGVaWto777zzzjvvxMTEiH4NC38yiHs4WpZPAiDtk74qXEqZuIDUXK5wDKESEfzgC1FTJ/YS1XHNKF7EkTeKsWMTUywEhV4VMhjZ3cC9iY4GGJRprYO4Dn5+r2SeExlGJKG2VHFxMQs4ELwypdbYYKEUgkUHOqBMFs1zR65SBcmo9jF4MJo3h8sFRSl1QgOEqgZ2u/3QoUP169fv2rUrjBeipmmFhYX0jsvPz7906RL9lqtXr37x4kWSNgDExMTs3LmzoKAgOjo6ICBAMzbDhPGGTU1NzcrKohGbNGkSERFx4sSJpKSk2NjYoKAgkl3I8iEbm0ds3brV6XQ2a9bsu+++gxBHZuFPBpEcfY4ihUhGRU4ANpvNbuy5TEotDE26uLiYOIbaE0f4zBfcs8nZz8o0neety3jm8IwQ5APuRzOKKDDlw/Dr80ysdTCtgz+QxZ+09zHbN9hoQ1f9d5BY+FtBJF1ytUhG8c1SCEmo9MCxk6VNaICR5mCz2b7++uuvvvoqJiZm3759X3zxBQxThKIoubm5Fy5cqF69ekxMzPbt2xVFyczM7NSpU15eXmpqal5e3vz58z///PNy5cqdPXs2NTVVkqT8/Hw2zGqa1rRp03Pnzk2fPv2nn37auHHj/v37x48fX6lSpbS0tPPnz5OKQ14PElMkSdq8efP69es7d+78zjvv+B+8bcEfyEZioWjNpktkqOeNQsTygqywFgv7Rored/jBF7JRIgmeqQeyUUFB3NuJGJrdZxxVwN0SuTLj8qxo2qxbW+tgWodrfmt+B7pewtYP2k3HtKz8SDS2JTRY8AFMxrKx61UpZGICCw0QAipL4VRJxb948eI777yzZcuWIUOGPP/88wUFBWwtqFOnTuvWrZctWxYeHv7ee+/t3r176dKl/fr1q1ev3v3335+bm3v8+PG+ffsC2LFjx8MPP7x3796kpKSKFSsmJibCiAWrXLnyqlWrNmzYMGnSpPLly991110dO3ZcvHjxfffdl5mZmZGRQS+v9PR0AKqqZmdnf/311x999FHz5s0nTpwovrMs/PkQHeRsZme6IvVU9gzHU438QJHzYCjKPvOFLGQqkppu4lTRCK8YcYgkd3J4INvSZCN0l56FQgTE4ANuaa1Dietw/V8hb0g1a9bkdWRpgOQvk1SlCEUxyRp54sQJf8a+KSC9yuHAwIFtFiz4LixM1jS1FL7iLfzF4HLBZrPt2uXasmX8G29M4ZACsQ19OTMyMkaNGrVkyRJZKKVwEyE6OMVxxbH4mLy515iGaiR9ed977dH5QDM21PnjUq4oWlNRlAkTJrRs2bJr1643xWv710ONGjUUIdlPMaoGkaWKrUqiOZ196t4t4ek4v1G+4EtEbxxMIIYI8C0cKyC6zFTPjdQlYUsn8ScgCgeKkchgrYNpHU6dOpV1+YaDFKMi7FmXi915n+yb4RY2m01VVY4Z4Ufl18SNDmnBgoWbCLaaUpSD6T0iee7pQB4EiuXmHAfxRaZ5brUHQUdhV6vYuWrU1xOnwQ1IOtE8C09Z+JMh+rZVI42Q3EaipmsiPzpgmhF784cv+BbZqE+gGvmE3MxEexDUep4Jxxtqxh4TYv/8CKpQm9laB+918AeKaDnhWVIcKf3mudoUpX5CkGL8HNtC6YFomb+JAYAldnvTR/k7Q5QVxP9FiYHPQyhBLfYgHoi2Cj4Q3w/c3iRbmA7EWVm4VSDO449PEeLqYTAKcxWJetTSaRQfFO1JEKzrPMT184XT2OKZ0wdIphSvoiQ/OLsMRMaFwdY8baZGuot3xCbV3FoH73XwGYppDFog/s2zhYTGFnURy97gM8RgQNXYXdqUTvknvG/FaWjGnlU0B39Gv1q3pkoSllHZf4iyQomXSjwo8c8bGuJGpQFLerhVIHVW5AmRivjl7zSKEMMgUVGN5tc+B9z5xhd0lXMKRM5jVZj99xDC/aglsTJnJ8pGTWVTZiMMEwIbvax1uMY6+AaFpCT2esKI2xQzSulY8SyK6f/Yf0+YtG3a1YmhGtsimHTxG9XUr6e9eMZ01R9LwNW65ejCaxeT+EtCNWKRLIv9TQHFN8DSXn4PRCHMIqKWyPTGtMRpL6y/MgOJjnyf+UKkW+8QRT7PmrEppIBhcrF5ewr4KcQOrXUwrYM/cMspHM2kXxB8JGzMEQUu6xfrGyRjVyeiz08/xY4d+k6SDz6oFy40iWSswbMccG14l2u8WjOCw4HsbJw8icOHMWxYCYWnbgjcbWEhsrORmIi9ezF0KAIDkZ2NvDx8/TXKlNErMP4dnF2qqgYHBwcEBNzqifylQEGX4eHhYqCZBROYhGDUnOZLXB2ZXu9ETrKQpkgNZC+vtM98YbLt8xkOBWB+ZZIWD1j/5ltI84YnWYpBguL/1jqY1sEfKOKKkEWFpyUKRGxmMa2OhRuFZlR6vnwZvXrh22/hcADAW2+hVSusWoVKldwVDhhi1UX8nuggWhquVuySJwNgzx68/TY2b0ZEBJ57Tj/vp6tCkrB/P+bMwYYNsNsxdCjy8rB6NWbPxvHjePppPPgg/vKSJ71TgoOD9+/fP2vWrJCQEFVVLXuD/yAvst1uX716dZMmTWBtuXkVsDasCIUCSaVWVZVc7KICKtq9YajUEAjJf75gpR9CIA7NQQwFoMbcPz2IYiQFMGeb+nc6nUS9bNLnRCdrHUzrcF1foKtAEZ0oohUFnlkloozjNLJH/Bn47wzy97/4IipVQnIywsLw9dcYPhw//IARI7BmjbmxJOmSxIkTyM1FkyZ6MSJ4BhNAkBjo/8JC7NyJLl2u2l6W4XKhbVtERWHzZkRGlixniP4O7+G8z1O3d9+N8uWxYQPKloWmITAQTz+N1FRMmYKyZd2jXK3PvwBIRAgLCxs/fnx2drYlbd9cSJL03HPPkdxgJWGWCPEtLRs1PTlKjmQv9ourgvOe/mQTvakB/OALUSPn/RtNuj4ENV01dmYyPRpTLFdWhqdRgc7zgbUON5Gy9SJTihDGKbpJeHiePZ0x5aVYuH6Q0PDjjygowLJl+pl//hM2G7p3x9atSEnRt17kEEVm/SeewKBBaNrU3RWVQCZQyCFHIMoyXnsNR4/ivvvcMRMc+QihbqMs60TOe0SJs2U4PbexVo29sMWAyhK75a22bDZEROj3cv+a1y6dfw2hAUJQ4UMPPXSr5/IXh2XFKRH8AmdOkoxyyKzjQnDkc1qgYtQrhMAOqqqSfOYbX9DtnJ0oKtwEUYkXB4LnjkgcCsAxBOLtIsuKKZTWOpjWwa/vlRjZIQpEPFFRhuKHtIQGn0FMWVCAF17QmZ60844dER2NCxdQWGhOSQCQk4MJE7BnDwYORGoqwsMRGgpJgqIgLw+XLiE8HGXKANB3gHS5sG4dXn8dDz2E1FQoCmJidHq+eBEFBYiNRWAgAPC2lijJPcFSgqbpAkpqKmw2lC/vrr5M3WZkID8f5cohONjcLQwrgjgQDydJSEtDcTHKlkVwsN7tX4MFOKfRKrT8x4G2BrACTq8BkVFEw4zT2HVJbCkyCqvXxBHEoD7zBd/OAYM8lmTs9WDyxPNVMs7Di9rFTadMjn9N0zgZkrVwax1wM+hbYXMNC0TwLHHF0pC4aixkWbhREC+2agVAJ2MyEhQXo7gYcXGIjQUEnZuubt+Ojz6CLGPlSvzwAx5/HK1bIzcX06fj4kXExODwYYSH48UX0bIlNA0JCZg5EwB++w0TJ6J+fTz3HH79FW+/jehohIVh82Z06oQJE2C3u8cq0T3Bc/j0U6xdi4oVkZqKjAyMGoUOHQDgxAm8+SYiIhAZiU2bcPfdmDwZwcEliCCmgWQZOTkYPx7R0YiMxJtv4vnnMWqUhxHlfxpsb7Dk7D8altBQIljrZR2UnfFikS7mJzbFO41NpU2Ze/7wBTXg+gFiBAAr4ryNJAw6l4XaBqqx7TVNgAeVhcoENJzJi2+tg/c6+PO9UtigAa/amdw1S0kcuGEJDT6DAwI0YeckWcbx48jMxOjRiIjQPQIEWYbTiV69sGwZPvsMQ4fiX/+Cy4XsbHTqhMhIrF+PiAhcvIiePdGqFdauxcMPo3ZtjByJJ5/EXXfhvfegaUhORrt2KFsWCQkAEB2NYcMQHIzx44GruAZ4njYbxozB++/jv/9F69YoKkK1aujYEUePIj4e7doBQEoKJAkVK+LJJ2G3Y8aMkrsVzygKXnwRhw/j8GH9zJkzZkeJBQsWfIbiGaDHlUNh7PDE1nKyZouXYOyvCM+9FXzmCzEfQQwwFLsSyZsVd5NpXdSnmYxFwhanJMuyWIrRWgdu5s/3yp0Kwh3xgWwUz3IKWZei78SfgS2I+rcsY8EClC+PMWPccQPcjCsmwbD/22yYMAGHDuG99xARAYcD5cph1SoEB+Ppp3X2JS8YCyiJicjMxJ136p6CLl1gs2Hr1mvxNLkVZBlbt2LGDLz2Glq3hsOBgACMH48qVWCz4exZpKaiWTO9n86dYbNh27bron9Nw7ffQpJAX/7evdG4sR4YYUkPFiz4D5MZhlVkkXLIHkZKM5Uhdzqd9CcdUHly0W7vG1/QKCYzPjyLIsBga54VG+QpOJH+VxSFzACSsbE1z010QLBmb61DievgM2TTKkAoZ20qKMvHdMkyvfoGUykkssn/+CNWrcLGjYiM1CMGxJoNrPfD8B1kZmLFCpQrh8qVoWkICIDLhQoV0LkzcnLw2WcAILrUi4rQpg127MC8ebDZcO4c1q2DywWH41qRBBy7MH8+JAkdO0JVoSjQNAwejCNHULs26tXDN9/g/fchy0hNxdq1cLlQWHhdAQqShM6dcfgwevTA0aOIjUWvXiWESVqwYME3iPUAYLzJiYQUo3gROcXZEg5jG0YCVQhwuVy8ZTN3fqN8Ie4QQZzHVCe68G02G7G1aoQlAqCcQ54hDBuAKXJIVVXW1Jn4TXURrHXwX+eXWYBiUYikGyolIV7ikA1yvVj2Bp/BaY1Ewzk5GDIEH36IVq3gdJqTGzkxkkMUJQkZGcjMhN0Ol0u/RHaI+vV104KYG8nBBO3bIzUVY8ZgwwaEh//+PEn1Ly7Gzz/r0glXe9Q0lCmjm0batUNODsaNw8qVCAlxP+DvwunE+PFo1w6bN6NJE7z+urtzy1ttwYL/kD3rA5pc7DC87E6hvrJixABKkkS8Re2JqPzhC2YNYkQI7EvavNPpJG5mtz0MvZnUa/Yg0ISZF3na7BrgG2Uj69JaB+918P17JcZN0JOTTMTxyS6Xy2mUyKXJcY6Kn2P/PSEKDZIEhwODBmHwYDz8MIqLdWK+dg0D0shlGZcvIzVVj5Cgbom2w8L0IcQRVRXjxqFbN7RqheefR5s2ehvOz4RQk8o0HH3UiYm6gYQmD+g0P3UqOnRAkyZ44QU9UvIa3YpWE5cLcXH4/HPMmIGQELz6Kp56Ck4neM8OCxYs+AniHtNJts8z7cEgLdWoiW7iLWrgJ19Qh5wTyAWOFK/KBKqqckAiXeWu2GevKIrNZiNedBoFm7kHTi4Qh7bWocR1uFG4S1zJRkAmu3PIAMIRItzS5OOxcKNg84DLhREj0LkzHn9cj4W02ZCbi+zsEoop8b3kkqhTB3l5+PVX8E5RmobsbGga7r4bMEid2tvt+OQTTJuGYcPwz3+iuBhFRYDhKPEGs7uqwm5HnTqQJHz8MWQZioLiYthsSEvD3r349FNMmIABA9Cz5+93a0JhIbZsQWAgXn4Z+/ejZUt8/DGOHnWXoLBgwcJNgSIk+zEjQqAT+l/TNNOGzqRDw8gs8JMvmF9JEWdjOzu+uQg01SmiaVzNK08MykQrOghYDjCp19Y68DqU2NV1Qg+sYHMKSzcw3D9izUteU3+G/JuDlXWbDVOmoEkTDBigCw2yjLQ0TJ2KK1fMOjrbGGhPh8BADBoETcPy5bDZoCiw2yHLWLcOd96J9u312ElJQmEhFAWShOXLYbcjNBQA7HacOwdJgt2uX1UU2Gyw2z32w2SjyJNPQtOwbBlmzYLDAbsdJ05gxAhERmLjRtjtuteDuqUDsVtFcedVBgToAwFQFHzyCa5cAYCaNTF9+p/1GViw8LcBcxUrx+QsZxM9s6NiFAhigqFIQFKdYbjS/eELVuhJj2eG4zxG1qQ5dJF7oIHYPm/iZtL1FSH7QDHyCJj4rXUQ18EfuIUvzg1lL4giZKaKVg5qz8tk4YbA5Y9eeQVvv43bb8fEiTpP2+1IT8dTT6FSJRQXu7mWIhiaN8dnn+GNN3DxImRZj0xcvBiNG2PoUBQX4/XXIUlYtUovyXDHHdA0rFuHu+6CLKNmTXz1FcaPh6Lg0iWcPAlNw7FjeOstdO+OjAy4XLhwARkZiI52O1Non61HH8X+/Zg3Dy+9hJkzER2NggJMn47atVGrFoqLMXUqQkORm4vERAA4eRKzZumGDZcLFy8iPR1xcXC5cOoUXC6cPQuXCyEh2LsXQ4bgzTcRGoqVK9GmDe64Qw+bsGDBws0Cv+eZzOC5cxJdNemEZHVXhc2d/eELLoPG9QzYhi8G65mIjemw2Nhqks7ziLIskyVALBTN/4uSgbUO3uvgG2yRkZE0hlhqih6JhCBReOH5UbPhw4f7M/bNgiRJTic2bfrw/vvPBARIgFaao+qohtLPP+OTT3DbbQgIQFQUIiMRGYkyZVClCqZNQ2QkADN3Nm6MnBycPw9JwvPPIyQEDz6I+vWxaRP27cN33yEqCkuWID5et2dUqoSYGGRmIikJAwagf38UFyM3F8eOoUMHvPgiCgpQVISwMERGYsMGlCmD6tWRmor4eMTEuEUHMnV064ZmzRAYCLsdDRpgzhzcey9cLrRoAVlGbi5+/RX33INRo6CqKCxEcDDKl8f69QgPx+23Iy0N4eHYvRsHDqBiRSgKCgpQuzbOnsWxY0hIwJ49KFMGc+ciOPh/I6VC0yDLcnKydvJk286d29O7wKo+ZKFUYd68eUyQNpuNgvLICA+AsgOIq+g8s6PoLGdy5avwiS+Yt8TwQw4mEDMa2LTO8f/cCTWgIqHUG+9Xyf/Ts7Bxniz81jqY1iErK+vlMRNu9Bs1c/rUl8dMkKpXr64IZbrFIBHTFJ2epS1UVU0k7fKWgj5jhwMDB7ZZsOC7sDBZ09RS/va+znwB7ZrbYYvZFkVF4F2aSVkXr/o/1RJ7896086aARyzlH6LLBZvNtmuXa8uW8W+8MYW3m7vV87JgwY1atWpBcMND0D6dRv0f1k35EicFiMZtfu37zBcwuJD6V73qIPG9MJz0zMo0ebFP77ucQo0jsStuaa2DuA4nT57MunzDO11FRdizLhcrXCWbt91kqYoiMniuihH5SWUx5NKvEpZKMC9eLXKQ4hi8hQaKUpSMba7ETgIC3Ff5Xs590IxtIIjpNWPXK7E3TpqQS9q/m0DbU/F5zvu4Wrf0BTF1SwGhnM9Jf8rG/lg0z9IvNFiw8D8BYjWRlmSjFDFTCNMJG+HpXnacsytdlmU/+UI1qimzfm/Swk0RfCJTsl+f6ZDDEagNm/1Fgz9HFFrrYFoHf6CIO3RBqOANwU0CTw+Q4rn7loUbAoccXnv9vMmbuZaFBhi7XZiOTVeZjKlkE5eCEHsDrjofnon3TsU0yjW61TRzt6ZOxD+tnZAtWLi5YAJjizexGr+9FSOHkJoRWTJligRDt/jDF04jRZDPMF/SeSZjkSZhEHaxsR80hC2meCxFqM0MQAxalI3dKKx1ENfhhr9MAtyWGepI3KbTZMMRR7KMDX8yWNownfndk6aDEhvDV4/Gtefgc7cWLFi4KWACk4WCPyaDPLEXk5a3qZzIiXnBZ74QCway/i1G+YlDeD8I6+IURsC3QzDOs95P4F0rrXXwXgfzd+VGoIdIKIpCBhNT16LII+aZ+DOkBQsWLFj4E+A0tkhgUzaznajgMs2Itm4I1nsybitGFULf+IJTD+iY1V/S8tmez6kBqhFnQF3JRsABjPrZNDrTLevxTqeT6y5Te2sdvNfBj68V3E4RCi5VhVIYNIZofmGHimyFgFmwYMFC6YYpiE81KhbLRk1lLkJMl6jIsSRJxDeqkeMHwQxOPfvAF8xqdEwkrRrJAmyfh6DlU1c8GZH8mP9YKae4BL6RZ+UdzGitg59hBjKtkWoUpuBJkPzCj0SiEJfItkwOFixYsFD6oSgK66w2m41C+ViF5XRBYj76k0PnFCFcn5nGZ75QDIi0R+29tXkqkqgKkX08T54MkzGB4hxZvzcZ+a118F4H379UJFJRkAgM+ZTH5pG4ODa5SUR3TikBBfZTzL9lCrHwR4Psf9Y+GhZKM1i55CB/dqtzG1ZDxT9NncCgJX/4okT2FRVu9hfwVZ6tGOvHoziFxEIYPnsiY1a4TUYCax1UoS6Fz1BEBwnbPdiOwSYONn3wQvhp6Li50DQEBNjKlFEAGbDe5Rb+cNhsAGxlykiyFSNsobSCTPGmVzqF1fLgAAACiUlEQVTp01ycgNiIyg0xd/K32kSlRGn+8AUrx6qwjaRIeDCyDcXwQFLimVPFNna7nYYjM77TyFPgY6fTaa2D9zr4871yWzlgCF/iMzuNbFEAtC0Y3+nnwDcLVPfJZsPZs5lLljjDw/WiBRYs/KFQVQQFOfftQ15eLgAuM3er52XBghukdIocQxTF1Ypkz6w82oWBaEn0hYsxgz7zhepZpYBu5J2cuGfxLiZvVVWZ82Sj4iHr8RCcBTQBUf9mj4C1DqZ18BmKKkR80IuPl4MOOFgDhrxjeqRbC3pTBwRgwIBxZ86kZGa663VYsPCHQpalqCjtX/9qAStS2EKphKhZkj5Kx5qxDbTJPE6edTaSMzmJBnOf+UJU35kaTfs4iCmFshEkSFzIFZacQqqhqQaDKlQ4EBeB+7fW4aYo/Iq4HPzkJrcKrynFZPopqtxcGMXA0adP71s9Fwt/X5SqH4UFCwRZCKZjamF3uKgWw9MqzudNZm1/+IKJVryLW9JJpjqaJAcQwPMnJoYRiHEArHyL20aYdG5rHeC35q+I1hW2dfCERPlIFZJYOH/0loONw+SsutXTsfC3gyykU1smBwulCqynwqAr9oLT651d+/R6Z11WZCOuYSAa0n3gC1NAH0EkS26vGhWT2BQPgS8VYatokapFm5/qWRkaRlChtQ7ibH2GtO+Hz/3swoIFCxYsWLDwP4QWre7zfV8r2jDNggULFixYsGDhd6G4XEW3eg4WLFiwYMGChf8NWMFcFixYsGDBgoXrhSU3WLBgwYIFCxauF5bcYMGCBQsWLFi4XigxsXVu9RwsWLBgwYIFC/8bUHzIxLBgwYIFCxYs/D1h+SksWLBgwYIFC9eL/wf4jU8GygE4+wAAAABJRU5ErkJggg==" alt="" width="632" height="511" style="margin: 0px; padding: 0px;">

图中,红色的表示最耗费性能的,黄色的其次。

只了解这么多了。具体的分析结果怎么看,在文件夹xhprof_html中有个docs目录,里面是说明文档。说了一些专用术语的定义

注意点:在php.ini中xhprof.output_dir设置的目录,要自己手动去创建。这个工具不会自动去创建。没有该文件夹。就不会生成。另外,在linux下还要保证权限设置好,我设置的属主是www就可以用了。

单位:1s(秒)=1000ms(毫秒)

官方解释

  1. Inclusive Time (or Subtree Time): Includes time spent in the function as well as in descendant functions called from a given function.
  2. Exclusive Time/Self Time: Measures time spent in the function itself. Does not include time in descendant functions.
  3. Wall Time: a.k.a. Elapsed time or wall clock time.
  4. CPU Time: CPU time in user space + CPU time in kernel space

Exclusive Time表示函数本身的执行时间。这个时间并不包含里面调用其他函数的耗时(其实就是去掉里面其他函数的耗时,因为函数里面调用到的函数也会进行单独统计)。

Inclusive Time则是包括了里面调用的子函数时间(descendant functions)

所以,我的理解是Exclusive Time<=Inclusive Time













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