catalog

. 引言
. Mysql索引
. Mysql B/B+ Tree
. Mysql SQL Optimization
. MySQL Query Execution Process

1. 引言

在入侵检测(IDS)、流量检测(Traffic Detection System)、主动防御系统中,常常会需要使用到规则解析判断引擎,安全人员需要根据产品特性、暴露给用户态的接口、规则格式定义一些列的形式化规则(或者正则规则)。这会带来一个问题

当规则条目不断增加时,如果采取从上至下逐条解析并执行判断的逻辑的话,规则的判断延时会呈线性(甚至2次方增加),在一些串行实时的Hook引擎上这个情况更加不可接受。这造成了延时的同时,也在一定程度上制约了制定规则的安全人员的能力

为了解决这个问题,首先要考虑的是如何实现一种高效的规则解析、判断机制,即使在万这个数量级的规则条数下,也能保持较好的处理性能

. 采用多模匹配算法,典型地如Aho-Corasick算法
Snort流量入侵检测就是采用了类似这种规则解析判断思想,这种算法将所有的输入规则进行一次"预处理",生成了一副状态机,在解析请求到达时,一次性对所有的规则同时进行基于状态机的判断,这种算法在规则条数增加时,消耗的时间并不会明显增加
http://www.cnblogs.com/LittleHann/p/3633840.html . 采用内存型数据库SQLite对规则进行cache、检索
对于多条规则的匹配来说,我们可以进行抽象,它从本质上还是一个"判读元素在集合中是否命中"的过程,这正好契合了数据库的SQL查询过程,而数据库的B+树存储结构、SQL查询优化可以帮助我们加快这个检索判断过程
//本质上来说,SQL的查询过程,就是一种基于树的多模匹配过程

Relevant Link:

http://www.cnblogs.com/LittleHann/p/3633840.html

2. Mysql索引

官方介绍索引是帮助MySQL高效获取数据的数据结构。我们可以理解索引相当于一本书的目录,通过目录就知道要的资料在哪里,不用一页一页查阅找出需要的资料。关键字index

0x1: 唯一索引

强调唯一,就是索引值必须唯一,关键字unique index

. 创建索引
) create unique index 索引名 on 表名(列名);
) alter table 表名 add unique index 索引名 (列名); . 删除索引
) drop index 索引名 on 表名;
) alter table 表名 drop index 索引名;

0x2: 主键

主键就是唯一索引的一种,主键要求建表时指定,一般用auto_increatment列,关键字是primary key

. 主键创建
creat table test2 (id int not null primary key auto_increment);

0x3: 全文索引

InnoDB不支持,Myisam支持性能比较好,一般在 CHAR、VARCHAR 或 TEXT 列上创建

Create table 表名( id int not null primary anto_increment,title varchar(),FULLTEXT(title))type=myisam

0x4: 单列索引与多列索引

索引可以是单列索引也可以是多列索引(也叫复合索引)

create table test3 (id int not null primary key auto_increment,uname char() not null default '',password char() not null,INDEX(uname,password))type=myisam;
//INDEX(a, b, c)可以当做a或(a, b)的索引来使用,但和b、c或(b,c)的索引来使用这是一个最左前缀的优化方法

0x5: 聚集索引

一种索引,该索引中键值的逻辑顺序决定了表中相应行的物理顺序。聚集索引确定表中数据的物理顺序。Mysql中myisam表是没有聚集索引的,innodb有(主键就是聚集索引)

0x6: MyisAM索引结构

MyisAM索引用的B+tree来储存数据,MyisAM索引的指针指向的是键值的地址,地址存储的是数据

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" alt="" />

上图3阶树,主键是Col2,Col值就是该行数据保存的物理地址,其中红色部分是说明标注
. 1标注,因为B+tree的所以叶子节点包含所有关键字且是按照升序排列(主键索引唯一,辅助索引可以不唯一),所以等于关键字的数据值在右子树
. 2标注,对应相应关键字存储对应数据的物理地址,注意这也是之后和InnoDB索引不同的地方之一
. 2标注也说明MyISAM表的索引和数据是分离的,索引保存在"表名.MYI"文件内,而数据保存在"表名.MYD"文件内,2标注的物理地址就是"表名.MYD"文件内相应数据的物理地址。(InnoDB表的索引文件和数据文件在一起)
. 对于MyISAM来说,辅助索引和主键索引没什么大的区别,辅助索引的索引值是可以重复的(但InnoDB辅助索引和主键索引有很明显的区别)

0x7: InnoDB索引结构

首先有一个表,内容和主键索引结构如下两图

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" 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" alt="" />

结构上:由上图可以看出InnoDB的索引结构很MyisAM的有很明显的区别
. MyisAM表的索引和数据是分开的,用指针指向数据的物理地址,而InnoDB表中索引和数据是储存在一起。看红框1可一看出一行数据都保存了。
. 注意到InnoDB的上图多了三行的隐藏数据列(虚线表),这是因为MyisAM不支持事务,InnoDB处理事务在性能上并发控制上比较好,看图中的红框2中的
) DB_TRX_ID是事务ID,自动增长
) db_roll_ptr是回滚指针,用于事务出错时数据回滚恢复
) db_row_id是记录行号,这个值其实在主键索引中就是主键值,如果没有设置主键索引(辅助索引),db_row_id会找表中unique的列作为值,若没有unique列则系统自动创建一个
. 但辅助索引查找数据事要检索两次,先找到相应的主键索引值然后在去检索主键索引找到对应的数据。这也是网上很多mysql性能优化时提到的“主键尽可能简短”的原因,主键越长辅助索引也就越大,当然主键索引也越大

0x8: MyisAM索引与InnoDB索引相比较

. MyisAM支持全文索引(FULLTEXT)、压缩索引,InnoDB不支持
. InnoDB支持事务,MyisAM不支持
. MyisAM顺序储存数据,索引叶子节点保存对应数据行地址,辅助索引很主键索引相差无几;InnoDB主键节点同时保存数据行,其他辅助索引保存的是主键索引的值
. MyisAM键值分离,索引载入内存(key_buffer_size),数据缓存依赖操作系统;InnoDB键值一起保存,索引与数据一起载入InnoDB缓冲池
. MyisAM主键(唯一)索引按升序来存储存储,InnoDB则不一定
. MyisAM索引的基数值(Cardinality,show index 命令可以看见)是精确的,InnoDB则是估计值。这里涉及到信息统计的知识,MyisAM统计信息是保存磁盘中,在alter表或Analyze table操作更新此信息,而InnoDB则是在表第一次打开的时候估计值保存在缓存区内
. MyisAM处理字符串索引时用增量保存的方式,如第一个索引是‘preform’,第二个是‘preformence’,则第二个保存是‘,ance‘,这个明显的好处是缩短索引,但是缺陷就是不支持倒序提取索引,必须顺序遍历获取索引

Relevant Link:

http://blogread.cn/it/article/6087?f=wb2

3. Mysql B/B+ Tree

0x1: B-tree结构视图

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" alt="" />

一棵m阶的B-tree树,则有以下性质

. Ki表示关键字值,上图中,k1<k2<…<ki<k0<Kn(可以看出,一个节点的左子节点关键字值<该关键字值<右子节点关键字值)
. Pi表示指向子节点的指针,左指针指向左子节点,右指针指向右子节点。即是:p1[指向值]<k1<p2[指向值]<k2……
. 所有关键字必须唯一值(这也是创建myisam 和innodb表必须要主键的原因),每个节点包含一个说明该节点多少个关键字,如上图第二行的i和n
. 节点
l) 每个节点最可以有m个子节点
) 根节点若非叶子节点,至少2个子节点,最多m个子节点
) 每个非根,非叶子节点至少[m/]子节点或叫子树([]表示向上取整),最多m个子节点
. 关键字
l) 根节点的关键字个数1~m-
l) 非根非叶子节点的关键字个数[m/]-~m-,如m=,则该类节点关键字个数:-~
. 关键字数k和指向子节点个数指针p的关系:
l) k+=p,根据储存数据的具体需求,左右指针为空时要有标志位表示没有

0x2: B+tree结构示意图如下

aaarticlea/png;base64,iVBORw0KGgoAAAANSUhEUgAAAdAAAAD0CAIAAACkdeDDAAAgAElEQVR4nOy9eZRd1XXuu6uVwJDnLne8m2SMJO9lvDfiXDexHTfB4CYOduy4yb1J/OK4DTa+tgGbHmzTGjCYvhEI0TcWQqIVCNEYkDFgQMI0opNAEupVUlWdbu+91prd9/5Y5xwdSXVklZCgJNZvzKFRdXTOqbW7b88911xzZjNnzkqWLFmyZK+DZUgkdgLWNAJyQ90sN/Uq5D0MKMpRthG2DV5GnblC4ZgABtWlXA80Anyh8AIHC+ZdmRvgDWSwUMCtrXKjZAeFVAUECHLPuSnIvKsL8gKuAAoH9lDn3uj9kRg3ZiYiZjbmf232ttdxXK+JJLiJnUJbcA2FoTD1pqxsZiiKBkCG0lA6KQoqGRCgzAsYQ0qSikO94hsBKIXqjRGAQgilokEAFH64tIZXVxmpggECFCUFhkJhCKWM1rgeAE+AwSi80fsjMT7MbEupVdX2f22mua/r4F4DSXATOwUDDKogNa8WTNQExuAwAnhAN1SqZBAgsGf1ROQ9uYJUCPCGPMDXzBER1EHqAA2X3gEsBvOeq6SlAUQQwYbhUQMXfsQELE5QNqgeDI7QqDsV/0bvj8T4YOb4g6q2Hdj2D2PK8S5BEtzETsHABlaIKouIMpRgDOgwc60sSwHEUAYozBBE6gYVgILBuCxHcytzgAuHUEcYCeWIB0a8CIAQSEsB133JAAM5lQU12BoUYNDCV7w6Aep1MoClfKP3R2J8RGcWgHOuLMsote0Xd12S4CZ2CgZWkEJUVRXKFs2XQ4Anr+RRHRUziClprrS27kc9UC08lw31hQPWEKAIo+uhNeVKAGpiAnBZL4GqpzwUgrJerBdQgDaMPKOeN0hzFieMEGBAKfU3en8ktgdmrtVqtVqNiMZ8wy7n6ibBTewUxIJCFGYGVVUhkVyk/uX/+S9/8zfv3vdD+33of3x4//3+6eGHfifQBjXAq2fO/tUH/uET7/nwhz70nr/51Ec+/MQzi9YCvhFQFpDyphuv/ch++/3Vu//HBz74nk///XseeHZDAawfWfOf//6pv3vfn3x03/f+33/7/j//u0+974P7fu1b3x6tDAEsBBjWVzYwkoe762FmzOycI6K2b7uZvG4Zz53gJMFN7BRYvRirAXHqzHLRDSSrPvWZr37pi19DAKr+K5/9/P6f3G/JymV10C3XT/3oP+xz1R2zHVBWVh9/6A/f/9FP3vXsWjVo8DOuvuKT+37squumC8B+6MjvfeEvPnnInN8tA7yOPoXy+dtuuer/+ft/uOyBxQGoNHKAwF6cCoMhJWpv8O5IJAAkwU3sJEiCmLYcDzJU2FYGfeXj+x/wH1852A2VKP3UU0/a54Pvmf/s/MUjQ1/4+H4H/PDgUeDVyjqgsuKFJz76yU9/9dgzGVi+bMU/77//wf/7IFKQBPjV1VcffOe+R37/+CuoHIF/DuXT119z3v+73xfPuntZCXgBQDCGQAIE3EDljdwXiUSLJLiJnQJbQ+AVBsBM1KqCFWSL/nXfL333CwdUeVEVq//tU8d+45+PqvvnFj511d4f/dZRF99cB4ARlMtQW/s/P/n5r3/hezw6/+WFj/7Jx/Y79NrbRgQGOFmK/KlvfOKrX//S918AXgGEf3vX1Yf+2Se+c8V9FRjB2EwYxjCGqAXTlKWQmBAkwU3sFAT5RsEFqVXZVpK9/C+f2P9jH/jiX7/77R/84J/8+OtXoAHh+TfccdJ///T3jr541qgZUC03LEJj+Muf/uL+H/tXVB+5cfolb/3wfj+++pYAcL4eWIWw6P/75H9+dr//eNrZIhbgqUduPukdH/7PKXcNQTwkqDJDohkIlvJwExOCJLiJnYLCKUhhZqYWVGusa0lf/epnDvjqlw5F/bFLLz74Lz5yxFW3LwOeW/rElP/2oS+dNHWGA4iq4BpC+Pi+n/vnL34X9OSCpx74s/0+8+OLrhUxhHWCFTW35Iv7f/2f/vEb64D1yjQyb94NJ/zpx795/txVYA/2aoEQGMQgIGaOJRJvPElwEzsFRegUXJE6y3qSNZ/52IH/+YVD4J5bs/qed3/qm98+8jzg1fqSBz74qc8fdORPBADITBYvW/2Jf/7atw8/E7p4yfKn9/n85/7r0KMAhGJIMLR86Jl9P/6vhx951lqXs3r45x6ccfr/+ff/NuX+5WCFsFogeIJnkJlAd5lZ7MTuTRLcxE5BIU1TFvUiOXOFZfRTn/n61752xHBeilt16re+/Pn3/uXjixYsBX5+4k8//MH33nnrLDDVC/rmQUf+1d9/9qUGajIM1M47/af7fPA919w4ywGk9SMP/+oH9/3nJStDAJmrgF6dfeVpf/7RL0/79YtQwNQQCDkhD+ZESGiXT5hP7B4kwU3sFBQmpmKsFkS9ilMtRPKP7//v//GV/xoNAPyq31zz+Q/86bFnXbASAI1cdObJ+/zt+9771+/+wAf2+fhnv/Tc2pG1QB0AcmxYPO20n/7NPvv89/d95N3vfven93nXUJUaBEYN1PDl2vtuveovPvDp6+c+BgEMhkCoB9S8lkTEIXm4iQlBEtzETkEUYspKol7UqTjTYBoE4LLh8hFBWdPKOld3sfoM8ryywTxBAEKjUROUhW0Qw/DIWvgRrF+RA6OAlICoDxoA59fBfMM8pOZipFYANYMj1AKqAQUzS5ozS0wMkuAmdgosxiptwTUNaMZS14+4Uagi6AZFLb5VEMwbQA7wgBNoDr8UWMINI2EUOaisoCgBEHwJDT4IgAr7Rg3wrh4U6gUBYKiVhErAaEAhYjr2utBE4vUmCW5igqAt2xSTpm18w1hvSyR2BZLgJiYISXATuz9JcBMThCS4id2fJLiJCcLYSrrLlYNKJLZCEtzEBCEJbmL3JwluYoIwtuCqNc2wiSUSuyJJcBMThCS4id2fJLiJCUIS3MTuTxLcxIRAmjKqzTK2UAME8MCKoUqN4IEQ38MelurbJnZJkuAmJgTdBLdQnHbuRUvXjhaG0iCKsqglwU3soiTBTUwIugluAE44/ewVI40CqJMKAHDIR9/Y0SYS20cS3MSEoJvgOmDadTMWvLjEAQVQEgMMdW/0eBMTl4mcRJgENzEh6Ca4dbE58x6+6Z4HC6DGykDp6kAKKSS2Rrut+kQjCW5iQtBNcHPgpZVrz7nsmgJoWGyVw6FMXXgTfwCiiVgjLgluYkLQTXBLYHmlfsypZ66uewcM1+sGNivf6PEmEttDEtzEhGArHm4OXDJ91v0LnqkrAqCgFFJI7KIkwU1MaDzDK556bvG5F19eJXHAqGgBQLz63EJpFNrLIUzhgFjEPHbrNYNZKi6WmCgkwU1MaAQoPILh9HOnvLxqaNhxRVFRANT2haFGJBQMBt+hts0laklwExOGJLiJCU0QeAYDcx986LxLr2wYCqBqoOBMWYVMFIAqouBSS207BXcCpwkl3lwkwU1MaHxQAYogDJxx3sWP/P55B4wGkLDFiK+YiMUsINVNpLbTEomJQBLcxITGgEAiAAOLl689+cwLlq9vOKAg9YqgJgCxek8AmNVaLm0S3MQEJAluYoKjLngDRqoFAzff+cD5l16/ajjEWG3VE8cFaVFwA7WLjrU1N/q8icREIAluYkKjyoASqwAlo1ScPeXaX91876p6ERf7FgoBAkl8OwRNa2luEtzExCEJbmJCw+IALVwpQFDUPQIw5fKbTp9y2aI1wwXgoocbPBGZ8piCOxGXHCXelCTBTUwQdEwTkIAF2hbSaDPveemoU66Zec/TVUUDKAAPlOBgJNCgwq13OkKQN3rjErsyO7AyQxLcxAShm+DymIKbA7996uWLr73ltAuuvO7W++Y98cLjC5etz9EQjJQIAAFeOLBnKdPKtMQEIQluYoLwBwV3E80lEEPrTC8sW/Xo06/Mvv+psy+99ZTzZvzohItvn7dwfQkPeGHVhtIGYPiN3rpEAkiCm5gwjC24W+Z3Nc3KvKgawMBQPYwEVBVrSvx+jU279eFDjj/7/t89LQDgIaMI697orUskgCS4iQnDNgquGtjAUJBXCkaGADigYlwH1hk2GBauGv3ZL86+8577C1eqeEgqWJ6YECTBTUwQxhbcTf83pngRQMaAQBhiKmCGr2vFo1ED1uSuBFaO5ieddcHceY8PF5bkNjFBSIKbmCBso+DG2oxeYYGJlQxEXKiVQFn6ESJvQCV3hWFNrkefMeXGB58ceSO3K5HYSBLcxARh64KLDrUtgdJpRVAaSsAzFexySAAzgqc8h2EkpzrwzFBx8NmXP7QmFSxPTAiS4CYmBKqqqtbB1t8/xjRaLGFOOdTByJSDosZ49MW1x104AwpAgdJzNZZ8LBkMiIUx7fXY5sSbjyS4iQnBuNQWWxFc8+ACFlyZM5Ab1gWcOu3mRx9ZaABbEVDUijIGgwseW22T4CZ2EklwExMC25Q//P5ugisuzqrVaxUBhupcB+Yvrfz0xAs9UOeSIMEQFI/OfypAFTSm7fwtTrwZSYKbmBCMS23RXXBNA8BlUQPUsd0054GFy0drwDnTZj/yzJIcKAEHzLz9vrvv/403UYxtO3t7E29OkuAmJgTjUlt0F1xVZg7CIbahvGfeY6dfdPWaEo+85H9+8Q1VYESwPtcjfnLamg01AZLgJl5PkuAmJgTbLrXN93cR3JJCYALUe29AIZhy1Y3Xz35wheDHv7xmcV2qwA1z5s2c/WBBzZpiY9pO2szEm5wkuIldkm6CSwYDiAhArZ4XhKGG/uz0ix5eiTNnPHrvC6teqeuhJ523dtRyD8e0eUSiHQtOJHYCSXATuyRdBReQ6OqWZay04IBHnllywCm33/Tk8NQ5j1w197c3zH20GkDWfGcS3MTrRhLcxGtFRAAwMwDnXPxhvMRPqWr8wXvfelEBZQ4iFP8//uDECzSwB9RMXJnHYIDAGzhw6cmpwQBRGHDe7fN+duncQ0+7/fCfX7+qzh6cUxkC4phFPXHBUop6ACIWt6ssSzOLQ+rczLHGucMIIcRRAWj/9cTuQRLcxGsiylBZlmhpRNQgGycAmJmI4s/e+/idImQmUVVV2UyIPKAFlV6DJxd78MRgrFEgcQbu9HxZEMiWMA45/ZrvHnvlTfe9NMrwIK/OgLL0AAwk6kQdwEQkYjEoETeEiEIIqtrW3C3HOd7t7QYzt9W8Xq937uTEbkAS3MRrpSzLLMv22GOPLMsGBwezLOvt7e0ZJ1mWTZ48Ocuyt771re1vmzx5cn9/b5ZlPT1ZT0/W25vtsceknp4sy7KsL8v6s6w36+3NsiwbHOgb6Mn6s6ynL8t6sqw36xvo7+nrzbLeLOvt7ZuU7fXWvf7y/Qccdu4f/el7sv7+bFKW9WW9/X2TJu0xODjY05tNmtyb9WSTJvf19vZmWW9PT09fX19fX1+WZf39/XFI8Ycxxzne7f2D+yHPcwCqGm9jid2DJLiJ10TsPjI4ONhoNNB6HG67h+MifqrtRQ4ODnrfjBgwhxhYiE/zZrFxunkKquq9F2INBDWFuOBd8ArbGNhlXeeLGvDn7/pYofAwRk7IDSwM76MTzcRlWeaqgKHtz8ZRRbc9bmyXce4w8jx/+9vfzszMnHzb3YwkuInXRFEUALIsQ0uVIjJO2mlhzBxVO34nwAYqyloUxEBFoMJAQUWAwC3tM0AN1ozYGuAplN6xigEKya1kIOvZi4CSHaMwlJ7rMKgCUOcbAIuQGZgQwwjoeJwXkXYkYctxjnd7uxE1vbXtICJVjX8oMQEZb7uzJLiJ1woRtQUCQLVa3Y4vMbMYu4yKJiKTJ08GQFxGqQVY1BsoUAFw7gO30gmKwimbq5egplcbSFpOrrLGpboO0J5sAAZAR6prDV5QCsOVDIA5NBo151xnmkKMpcZRRce22zh3FPEvtkU8+u878PsTO5Z2nH0bSYKbeK1476NA1Gq1qEohhO2YNNvMf9x7772JKBZGUPOBcufrAI1WhkSdALWi9CEKosKQVxpQVGtFFEwXvAEGJXGsHlpo0ejPepu5YOBGPmqgKK+1Wg1QIg+gMtoQbsZG4uUUw6loBRPGHOeOmjSLItvf32+t/AQb55KQxOuG9z4JbuJ1JT5xT548uf3Yu309pdsT9GYWw8FNL08dS6nm1TxA1dqGH/34Bx/8u/f+zXvf94EPf+SiKZcUhQPw3LPPf/nzX3rPX7/77/f5xE03304MUXhysfSXgSAlXLF3/yQoQu69K9SCWFBBrVocffTRs2bdGMvvHnzQoYcfdgyAJUuWfOELX3jXu9714Q9/+K677mrXMxtznDsQEenp6Yk7Nv6bnNzXnz94n1PVDRs2jPd2mAQ3sQOIotM++cwszm5FFWZWZgXAtDF9Kupy/LcdJ43fsGkckykUAJsGYSfsDjn4+3fMvkWsUYyu+uS/fOvme5/E8PKv7P+x2x58dETVLbvvgP3/6rbn174IGJBTCXiwwoJp6OnrZcCpMozEqXnoMNvy7xx45B23PgasvG3WlH/9yg/WMaR85Zv/8uHrb7q1MDReWfBPH//AHU+/sAyAlGh+HRhglf6+DOpKVwdAwWAwhSqz1hU1JgBgKVnrBkdcqkD+UGbtWPszMeEY742QmZPgJnYAWwqEc0VMMGhnLDgXOnUjPj7LprPwWwpurP6l4oPPAQ4+/84B37z3njlAFVI5/OcX/vCnF7z8u3nf+tJnhrw2oKg8cdJ3PnXctXMWAcFbKR7wXBTdBFe1BjQOP+jAe+68/ckFj3103/2Gavlw6Z584r6vfO6jhSJnoLr4xCMPOOnK61c0x6MKE1NrCm4PjAAGwITgjQmqbHBADiAER1zEzkDMwbZhKVsS3N2VJLiJHcCYHm5RNOJDevRzQ2C0AqCdjm17ah5jCS6FQtjF9pFMpXeNww87ZNbM6QhrYJWfnHnF8RfcfP8ts4747jfqgENA8fSs83/8L0ec/mIsBQb1xTCMuwluIxRcuKO+/08Xn3vY5z73nV8/uqyBwsCzZs447sffywVOFfmL5/78h5//3wctB6LOwqR1J6De/j6FMYd4a4m+PKAAkdTirgBY1PnQ3CF54w94Rklwdz/iQUyCm9gBbCkQMa8gLgOLcU8RcS7Ep7AotZ3Lt9ofxBYhhRhMiAIXfH7kET++845bYUPLn3/kY1/6xj3PbLjzxl8de9ABDqi5EVSe+vU1p/z7secuB6DwGlQbaqGrhwtTxz/6/j9+8mN/9q9f+lG9gAfVQ23mjbf/7NCDS0XuHcoX7pl1/n8df/IrimCxrwRBSphX8b39fQSYSQgOG/NzA8A+5KocqGBxAHtftm82492fO+hAJd5IVDUJbmIHMJZAcMzfYg5mm0tq58qITg0aU3BdWY+yW+RVgL/6H//2gfe/Z5/3/+U+7/3L6+c+sha4bfrlJx35/bpCoGgsvurUQ34y7fbFwVAGAzM3DOgmuNyoAf57P/jKtddNOebHxx15yIkEVGA33zT7kO9+qyEIANYvmHrGYadcds1qdBVcQENwgLK41nJkADCE1o2nqcVmFlcDj3N/JnZ5kuAmdgxbCkRMKhD1zjdiMBfQKDRxrQQRtYMJmynLljHcGE9Q8RSKI4/48d1z74B6P7qqBiz39vJTc7/2pf0KoOYNNHLYV/Y/6eo5awGo91wHqPBdBReaV2srv3fwwffd+xDXRz67375z7nlkPbDg8Ye+/r/+aYQwQkC5/NDv/K9TLrlyLXcNKQAQoXY2BaDr1w+rgLih5vO8DoBZQ+AQYoRkfPtzxx6vxBtFEtzEDmAsgaDS1Q783revuPLSam34gAO+fcUVl3lfHnjggUcffXTU3PZHtiK4FAqmMs6bqXim8keH/GD27TeLU2i5XqwGoP77H37tHy+9YXaD8cxvfvPt/fd5ZJXfABTDS4CcOTjq7uHSGiA/6MAj5t42L7gNz7/4xAf3+cdXh4WLZV/+7AdunfdYBVj40L2f2/fvXllfuO6TZmVZBioMTq1U87Va5Zijf3b+udNY69//wXcuvfTSRt394PuHHHbYESIxuXi8+zOxa5NiuIkdxpYCESgPlP/gh9+94MJzAD744B+eddYvRejggw8+8MAD43u89+3lW+0PYlPBVfHRw42BBYC/d+B/zbnzNiigNAptoIA9vfCRGe/b9wvv+tCXP/G3H1r28H1rgZVowIYb5WoDgnUXXAyD3eHfOvzXt9znuV61yhkXTvn3fz8E5fOLn57zlx/Y9//6yJc/8f73r3z+ubqhwdotLQwAwCx54YYBD+i3vvnd8865zND47oHfuvDCCyngoB8eevDBP0qC+2YmCW7iNdF94QO1LLYk15aNzXgXFBi01X+MxILAszk2J2CGEJhVWEVbNWxipLivry9+nIi898wcfVUSDkyBiYTFVGGmrMoEJghBpD1+rZrlpW8I4AghoCcb2HSz4jvjVrNaaJqyKmuLre/StPBhdyUJbuK1MvbSXrSNDGQmLRsbdF3aOzbtjg+xq7nAt0wZwhAxFVMzxK+MyvW2t72tUqmgNWvHzAZEzY0C3VRbQIVEKBgFcAAT2ExgAisAMmgRpPBqwB+/47/5RmcFxU0Et8M2ud+kpb1vQswsCW7itdKleM043Ft0LwrTVZhMxbhlgbXp4ZIpmQaVpoCKRI8yCm4zTKEaQmi2VOgiuHHAAmUoQzd6uMYq5AMzIACxTp40AONNhmbSvM1s3AObC243UvGa3Zi00izxWulWnrHbo/R4yzN2LWO4scNuM7AQrSVvzf9tK2DsE5FlWbtVT1yaYR2a21bbTg/XG3mjYCRCKiQ+IHbuAWK5sp4sA8qOoZEIifpo490PqTzjbgwRJcFNvCa6FyAfh1sXGVdhbxbjlhvLSqzE6ll9UARFUGt5uE3tA9S54q1v/aM8rzOHKLghuPg2Em5bfKWrh6umbAY4ggAkvOce/aEc6dwl2xJS2AqpAPnuShLcxA5gzBY7vb1ZyyL90cbbYifrQm/fQNP6+/oG+tu/ZX2Ts/5JPQOT+/oH+wZ6+weyvv6srz/r6c36+rOsJxsY7HnLXpMGJ/VmPdkeew709veNaX2xeU9fh2VZT+zs09eTZb17/tHbsp7+Pd+yd0+W/dGekzYfX88Wttn/pxY7bz7SwofEa0W6NpHcbJYMLes6aTZmc8ZuBJKmMZEwSYh+riM4gpfoAhOLIy6IG2qhnTYQF90aiMV1+rad1hlScBq8BubA5CENpsKgtcLHyrq+DOo7/dDXNGmWmkju3iTBTbxWpKN/eEeb9LGeoLvPt3drP95VmKQZuxVFM1wLNWgQkDajqwY1kJoXLaLIxgXHeVFt949o9z3b3JRVeTPBFQ4mFaB0IXcsApSlQQHqFNBNJs022qZJGlvZn6lN+m5MEtzENiEt24biggA6pGvT32yzb2j9rmgoGobC4GABKlCBWvOvRgfRFFSCcljBUAEZSiAHGrAC5iEErQINAXloBVgLLDcsU/zqBVz42w2n3Pb8OXNeuH1h5YU61gDrDHGZrQAkQdQBHijBdRBBFQZh+GCeQYYAIACkEA+qQRpo9YwoxftWDlkAEyQGfzs8/c1sbOXVLuyYo5h4Q7GUFpbYRna24DYXMsSuCgIhNQEUnlt9IU0AAkqgAa6oixIM4tJzHswFhIJdAXVAw/DKUOXeR5+det2cE8+85sgTpp418+FbnljxyNJ87oJlF/1qzonnXHb6RVdPu/6WB3///JLhRgFEqwlKwAMwhgQwAdq5wSYwUdOg5tUCsXqPvMTG/N/WvcJrKNklwU20SYKb2FYYNj7Bba5LaMpKRxZXZ8JWe/mCMYMIoogdEyhAGDDk6ktQQAgIFNs+ohQtIAoiX7qSNAAFsDrH86sx/f5lZ139m6NOvfb406+ZPuuBF55fmdcIDAHY2qEGEMmaNesWLlx46c13n3jRVUedccn5N9x537OvvlTBsoBlAYEpjjME58qcqQR747IESqCElZCCuQzGBjHEzDPvSxFSZeYQcyHGK7hbiXEndnVCCElwE9tEdN8YEgXyD69lGKfgBgIxWBCDs3HxQsnOmWNwgOamNZaaIAdywDNI4QRLVo3eNOfhk8669qiTrjrxl7dMv/vVeU/nK0bgADYIwyhAA1wVvgFf16KuPocEmJpyDgwrXq3b7xavu3z2vGMvvP5nl8y84OZ5j764dMlwowHEKIM3I1ODFq1XAjQYqbIpq1CzT7ta/IEDCTEMSXATEREZHR1NgpvYJtqCq5CdIbjMwaAGDuZzzgkUQAHEKkHNKxxQAHVg8TAeXDh82c3Pn3T+HYefdNlZU2fc/Zsnlq5c67xYKyEgAE5QMkqCY3gBzMN8uxdOXLkQFAyQwQlKwAF1YGklzH953dTZvzn2wmsPPuWCs6+56de/f+nl4cYwIwdKa36EJP6pEmiwHxJi8iGKLAwmKsQm447hJsHdzbBWPTznXKVSSYKb2CYYFC0u6OrIdurCOAVXrRT4kvOarxUWPOCACodYI2blUPHQ44umXD376NMuO/686RfPmHfXU6MLVtk6Rg642DwieJCHVKF1WAF4RihBdaOKBU+BVUSb620DEIBCAAkwMmXmoKox4OADv1piZcCrJR5/Zf2Vtz3w07MvPe7saedePfN3C559dfUGLxDAC0pfOKqRVAAwq/fkPcWIqxlELAnum5z2sTOzFFJIbCuEMC7BNdFozZWstrlF2m8DlCSUxAx4YNRj4bLK/Y8tPmfajONOm3LcLy68euYd8194ZW21qIuVwDrhUaAGqxuViK0UwKEVZoYanKAeMOywzmNtHKtX5EEK0lhcMaiJSAjBey8cIAwJUIJRfHM9oEHwgAdWDJdPPLf0qpvuPGPKNT89fep5V9w299GXF2/g9YJRoCRu51MEbca7afwhhcTuQafOdr6eBDexTRBC1NwouB1lWcZmvIJrinrDL3p57Z1zH/vF2b869CeXnHbeHTfc/vwTS0aX59NM4ogAACAASURBVKgDOVCXXFAHKqxro645cx7OofQgD/bNDAFWBINrpjRoVWjECUIzGqCt2jQMo1KbaWEGmCgkgB1cDldACMogEdJYP8EzhoE1glfq+O1iuvi2hT8687aDz5p1wjX3z3v00SUrVzrVWG/XqcbiPUlw35x0do3qTDJJgpv4A0RdiGoVtQqmMIYShOL6LTKwigpBAjRAwsbVVSJQB61Da7AKgKBoKCrAauDJUcx8tjz3vhXH/nz68WfccN60OXPue2bp8qpnGCBihCqhzvAMjhIWFEFAsDHNQQM0Fq9pxitYQWpd6LrVCGNaYRzDEQ7qoCVkqF55afnSqfe8dORFd3zn5CtPu/beuU+veWEEKz3WA3FDYBBSdQEcIITgEDw4gAJiiq+10jO0LiCGlpAc3ADX4EeRty/alCW2S5MEN7FNRP0kNBdOxdl4AGpho7drHNNX1RfNR3hhikUPBSZQRkXx8lD9rt89c87Vtxx1xtRjz7nmopkP3vTQiytGbXUNwyUaEr/OWD1xySgYjhEYwmg62EHaf2xzo3bRr1aM2EQh2yG4WywVAxnImxAsQJ0ywRgI0GqZrw0YNgwxfr9s6Jpbf33cmVNPOPPS86+Ydcf9jz+3dH2h8ECpqAeUBC8ACBJUfLPSuTCrGBA3MVY/i3lsweDGUthURWxXJAluYptoTZqJN8lVcrEiLhCABwgWRD0zEzfnnRCCBiKGM2wIeHJldfq8p86YfteBJ559/MXXXjd33mMvLl1VaZTc1LxhX9Y0OJiHlFqWnLMVgI9VDeMzePTtREy61jE3xIhwx2SdmJKNX3C7f8CAWD93Yy1HGJCT1stQd+JjJHf9qFu0ZN2N9zx+2sXTf3TieadePGP2wy8tXMcrHFYTctMC1lCpkcvVM5TBXh3AZmYb48HNlXAiQkQhhHZfjK2PPzExSYKb2IRuV7JJBagDpcELmlNbJcCwoOYEhaEAGkAVGDU4h0Uvr505+/6Tzp32o1MvOH7a9CsenH/X4nXrGBsUNcABAlXzSg12o80kMBCDCYHViwUDNdssSDMorEIqXti10xs2N9JmrrDBYpgW5ra5RGTHfhjbYpqtxdVvahwoZoOxXwsdBfLYDyKqZaloAMOE5TU8vnj9VbN/e/TZ1x525jUnX3b7fU8tXri6MqzIgTpQFysUrj3HYgABDnCMskTe2Gx4UXO39yAn3jCS4CY2oav3ROvAG6CjsLrBKSjO6EeFHQHWMRaN4t6Fay++/dGfXXzz104857irZt302HMLh8oNAbmAFWZgcwIfG5HFCrZRIAXNxQ4s0UMFCwK1IgVRczX27nXC5RsluEYsPlg735Y4/izshB1z8MKlSEMt5qsRb0xEi6nEa3IsXFm98o7HTrxgxqEnX3zmZbPufvi5RStqwzkc4LU5g0ckRgHmgQZkKNbG7TwotulsTGKXIAluYhO6PXGredLSU1GyCyoEBINX/H7FyJzHn7vgV3ccdda0I8687Jxfzb1jwatPD+kyxXLBasGIoFCwGITBHpZD65DC1CuEASeokwpDBaatWjYK1Y2FCazVBVKVY0Hxrk/82hFgbj3v87atRt7Kfuj8fiEW4maWcbPQAzhKfSsMUFqzJoP4AkxMvsyLoihiyEUN6x1GCCMeL67Ib5n72OnnX/vzX04775IbZt3z66cWL60JYiZyQ1yBPCC3VguizTq/7Yhjnnj9SIKbGIMthWYVYY1gg2Et4YV15R2PPHPmZTN+dMJZJ58/9apb5jz2/JLVdYr1vhqChkCIlUVVRSiwd1J6eAbHUgPtmGwMyLIAcQYq1lKIlWxMxXTLObGmI9xl0oybpRrbW9JagjHePdBl0myzfjztrjxsiI5584bBFjcUG/MKFGCwVypAZZTmmCpcCHLFmop/bsma6ff+5owrph926oXHXXDd9fc8MX9FdSVjfauVUaTt2KY6ubscSXATYxN1tl2t6q4lNO3BV46ceucBp159xAU3XTb3qYeXuiUODvBmQU2s2WMRGiDedB1kCFYBcpiHMcQQNDpuwZp1amBoldkCyIzYNGZDeEPJ1iAQgRjxVYuedbCuaWEeRrDm6ofWDBd4OwR37LQwx+SFgwqZtlY3qBeOHc+MgnmPQM2UjgBnzdQOFjOTeNcAF8Z1oAS8NYMz8EBDbR2wQvCKw+OrcNUDS46Yctf3fjnzsClz7r///iVLloQQrFWkHB3Km9hVSIK73WgX2+wN3Go04GNBv+ju6MaH5S6Pru3y2s0i2+2VsqLKsVOhmbT/rjQzZQkWmsqjHmW9QSBAADWYKJSiIMLWAxWg4bnupIwXfI11BNgArBY8N4x7nq1ddNuLh5/362/97KZLr7l+7oMPvbJqbckWFx3E9VRdx5/YLtpRgvatrlarLV++/PLfDR155QPfOPXaoy6bc82ji367qlgUsBbIpdWJXpjIG5eQEuqgAKsRE5HCokNdGDfPBglEVZKKoGQwAyWFeBfxwl6YTOPzxHYvTd7G8pJdIvG77Y0kCe52Mz7BHbvljHYVrI1LsDrUFmqx6WynRdltOIoL/MU0BOd9aRoA9kAAPCzWww7mnZReSzIN0KizHmgINjRs5QY/57HfX3bLnBPOv+yYMy89+7rb73js5efWY62iwVYovLYcTGst0EqCu0OJM2Pa0THezJxzKwjLA5bmmL98dMavf3fqJdcdfcaUn5w1debdv5m/aMUoI5Yxa1jzgKpzGjxiN0wTIh+CE6FmVWNt1/kBMYpC2/ltnelurN3UdptqQSTB3ZIkuNvNeAV3s6ZerUYs3fS2cxVsZ9kX5aiwZiJCse6qCEWfuAwWK2DFpVB19iAHclKWPm8E5+MAmXWUUVWMEhatLm6/d/4vL7z+hNOmnnrWldfNnnP//N8v2TBcNyuA3LSE+lY+aBTcZjFyhQvdJ68Sr4EtRcqsNASAoxQGQaXOa9YXsx5Y8ItpMw464Zyfnn/V9PufnL+ivjjHUg8SjiFm770vXXOWjyXe5rVd2FibCb/kg7I0b/CtgmfB+SS4O5YkuNvN+AR308LdGsOUQNcTmsDR2nURYzeB9lR12wNqfqMvYM0BkMGbRe+1WTMgQBhmCIo1w7Rw0dDVcx47+aIZh5xw/knnX3PzPY8vfGXDUM0ajIa2c+1hYOGSfY19pSAtSH1n5QFAbLe9MN5AOoUsrndgZkgDVLViVIs6pHk6BY9RwYhhiPHs6sav7p3/0ynTf/TLK465cPpNDzz0xKKlG7y51s2SFCLNAHpQI2GLS6BjRkj7/CVTL6DmfXX8tSA2iULEdSuxKf2YlgQ3sY28FsHlluCWWxHczaQ2WrPmS/SCRaL4EhGkCq5pqJKrMwcDHGFDtRwxrPV4ZZQeemn11FvvP+zsK3989lUnX3X73QtefHLZhrUeeawzK5ZLs7FtUJSOvSfEEDEbSqKWCm/a9GG3vTDeKJg5hNBOP4iHGAB8AEtsswaApfko0yzKy6h4bRhyYIiweEMxfd6TJ19+40E/P//486++7s6HH3l+9asjVlc0OgqoC9jggTzQeg6ibBuTK9ohhvELbjvS1Sm7SXAjSXC3my4nUGdUwDq6t47xYjscOoZphxm4be2HMzMQSQjNV0hLVh+MpPXsv2xN9dEFL116893HnX/5oadccNa1t973zLJFVawIeJXQEDjAAblKnb3TQCCC70gegBI0OkgCx+JFYzaCwjoupMQORkTagttRdAreo/CxjgQCUJg6wMg1Z2WVRZpNiFlsCFirWBnw3Nry9oee/eVls445feqxZ1x6/Z13/O75F9Z7jrXUCohD8PAxfY4FrSUdUIPz447hdnaG7zyfx+obH9+TBDexTYxTcDemFm3aNLuL4G6S7NRxgmrrEXDjOBQh8BDwqsP85ZUZDyw4der0I34x5eSLrr3kxrmP/P7FpWuruaJUVEqpO41BWPWiXppNCgCDinGjqEcHSrW5ekAAUhRk7bgtCYtIu1vXG7Tzd3M6w6BR1HyraDo3e1VsbL0R4/gwgpJSoT4H5UVothmOc2gOGHa6bH11ziOPXHTdzKN/cdGJ5157/ZzHn3i5sqyONQEFaTzPgiGuBYwnaxLcHUsS3O1mfIKrqCtytVItFmRpJod1FVxt2WZ5/bFoITWVrlZrPPPMwrlz7znooru/fcZNB190x9T7Xpy3MrxQ4FXFOqACawAFNEcIIIE3lJ6rcNa8iL1qLIGlMWNf4jIBhnijHCGHL0HNJLBmMEFbGWnJw93BdE40RTmLUXsPLUGleCdlS78IFkIrJiumMIIFSAnJEXyzUzt7pjLmlRBCHRgxDAW8tA63/mbohCkPHHLqLUecNXvm7Dt/99QzQ7WGb4a6mmfHaxHcTs1NghtJgru92JanDhtY1DWzbUhiYo2AnRQxayeaV7Rnn6QdD1UDCTy3mnAxmpLdWi0K1MRWAk/WcPvzqy+864lDL7zp2z+/6mdXPHDdw2tXrVpVrVY3jq59JVgY08Z/wXTZDV3anid2LN2Uq5tgCXz0U9sWP04wb+KUAzTWlqy5Yn119JZH15125bzvn3z10efPvHzugvtfGnqhjrVAEIi2pmNZEZt9CsMDzuAUXi2gfTdmJQIzNIAdqIFQh89BYsxKBgSmeF0Epjfh81ES3O1mDLWNSw/UgsKcJwEck4BLzoMgCLwgaCzGwoxA8AGFIM4KswgxN6csWFF6FA5eUBJeXVN/4OGnr50555CTzj3mzEsvnH7nPQsWPz+ULy+whrDe4JzrzJln5ljupKtnMe5HwrFJgvv6MG7BtSAWtpwJaC+NiyvlGFZSqJfFiCHOry5cNXrbvCfPuXLWcWdP+8kvL5l+272/ffLFddVmQncjIPfwzWTejkee1hIdxKw1ptgtqTWnZwY0irzpgpjmZSE2/gXXuz5JcLebsQXXhZJV4gmZB/WKRnABKk4txMX20VVwpHkpVULh0citKEHxaS4HqozVwDPrbdbDL51y2c2HnDrlmHMuv+z2B+55avGa9eVoXZ20/zYzvEcDm+pss7GNiHVo4CaWBHeXYvyCu3kGd/uwxBNDOooKq2rBIwENAQmaS5ZruS5fWZn90FMXXjf78FMuOuLUSy6afu8DC9e9XMVaRp1RY62xNIQL4wAmkIBC4DhcE4izZlZagG81wqsVPoanfGDZbSMHXUmCu91sntrSytxqpukwsHj50C/OvWBDUY74HFa2OnUH5kDS7DkYq6BGnV1T0KOLll0394Ezr5r+H8eec8SUGVf8+ve/XTayuMBqw3pgBNDWQjMKzru6SBWoApWYP9ReZR+xViXrLW38aT1jkwT39aF9LLYxrWrTBeHNKVAD2kXONlnHaAAqQE2s5kNDhJrxgYCKoAFUgJfW+zseffHs6+4+8pzrDz71iitn33//Uy+vzC2mFeaGQhGAEFjEhFQcw8WaEoLcHXfa2U+9tKTRKjJRksbCaW82kuBuN2OqrVZciP23X13X+MW50+Y+9NiIlxxQGxarijVYiQWekDvUC6wewhNPr7vmxgeOO33aoSed94tLf3XLQ/Pnr1ifK+qMBiMu2I0+KQcqnTivgax1CSmJc9TYbDFPe+KlW82r8Seuj00S3NeHHSW4bZGNNTna5swxmKEEa4RQd1QyKMYHVBqeG2wlkDfrqdvMB58979q7jjxt6jGnT73ixnueWLhiqGaloeRW5SCocWmhAaqDqi+vq/3sjAsWvLCsMOSh2erN+a5PTrsrSXC3E7OND2vNyoHNmjGoM1YMl0eecOa8BS+NEApgRFBBUYXPYTXBqmH3yIJXrrr+7p+ffuXxJ119yeX33P/bJa+sCqMOVcEoY4OPizAjKuwk5DAH+M1ise1mtJ1EbzdK8JbtcqN1E9yOLIttXJqZBPf1oOvxGmdIoXPhTHvVIhHFhLCCmtO53EoRk1CHlgDFVN/AFEhYrCKoA6OExWvKe3/73NRrZp98xmXHnHD+jLvmPvD4/EWrV1eCb4UTNECrwLOvjhx3xpRHnnqpHsBAXoQ34WmSBHc7GVNtCTbisHxDcdTJ5z04/+UcGGFsCBgFHlsRZj368mlX3HroKRce/YuLLp1+60MLnl+6djQATlEqgm6sK0LcjNmRll5LRmAQIZRwcUHtxuvHwBKXIDUvpM6MIgCmYWxLgrtLMX7BHXvSrF1TuG1BxQsHb0zNGvAqEDFmZVaWMppwKRzrahCMBHDKde8bbDHPd7TE6hG68/EFU2beeuzZFx199tTzb7jzjicWP7OOVjCqQA14YVXt+F9efP+jTzFQuvEXzdz1SYK7nXQT3KeXrD7shNOffmX9eodHF66ccfcjZ0y79vs/OenYaU9eeOfye1+SRQ0MARWgDsrhHEIJ7+FZvVqAxB7jHqGAOCjByDSociyyh+ZlEbuUh3ai7pbKaGbMPN60sDHVNgnuG864BbdLWlhM3/Um3ppnT2xCjEBggSiIwdK8+Xtu1mEAK2KXeoJ5cAFsiOU9DZ5BhWlDLTcMAauAVwULK7j96eFfzJh/0Nl3fefU2VNm3DP3scXLa3h5beOsKVc++PATBgR6050oWxNc5gCQWgl45+uAlmUJoFniAs7gDCFmQbdrqcSL03sflydaNyRGGJumqhAFawkhmJi6ouRAMLBKUInnjjCaK77Fgoo3iU2w209BogiGskMQN7N2b6g4Wudca5ytqCVEO4oYbKYgG39TKAtLKSgDeMTTKOOxF0e//rMZR17wwKG/vOOHJ00/bdqcmfc9Of+VVdWOvJlmJK5lBq9xN4JM2USVDYRu49wO2ldpu2uAmbnWxbYxC1gNou2g7WYWq/bFbt6sQsKtXdEwOIt593HpPZyh0e2wAyBqRu5iZRYgtYrZKcQr0TkXf/XeA4AUEGfqVVlMA+AV5VZ1b8zzhzTm5wZoDs1NQ2ztXkVRWkO1AHuEAEMOLK242+fPu+DWud89fcbXT5579LTnvnbMDXc+vqYCwAqgEJSEQKYSQ9OCdvGmzazbQowddb3oppXd45m55X1u29nMfdma4IbgDIG4AXhD8L5sj6pd7ArNVarNfnZ5nqN1aOO1pN1gEZGgTRMRsIAkAN6EWvWQTLRR5IJmTom1ZgvMmn6lqnZqrkpTcLvFLuOo4p0j/tvaxU1lEWOxjQe4m+ByGcuIMKGsUt0Ba+p28rlXf/v4q39wyg03PLh8hcM6wgZBDtQ6PJEtJj3iJBY31/uKRinuNs6uN7DuAhc/HkKI/8YXY2SNWyV54ywKpFtFHhVTT8FTiInrnkLpnQGGonXTjcUnxRAMRbfDHk+PmFARd2ln85jEjoKI2ooTC+KYGREZlypOpSW4at7MbaUQfpfzhwxiahqgJbQ0DWJKhjoKH/NufCFlaQoHjApqwNISyw2zFrjvnjL7G8dccdgp05ZXYutnpwhRcJtpkzpuwd1R10v8VNx78V61fefnmCe/mXUVXO+JORCXgBct4lGLzaZUWS2olWqlWlBlVRBR1Nk8z9tHuu3LjIEBHVlKzVcUhTEDngIMrijJB4vl6A1kUG12zI7ecYg9smIUkwUUPV+UtlEZNzNV7bwrYGNjqLGzDtpPac3j0fKUwVAGkWdzHq6AlMCox9Predodvzv0F5cfcdrlF1xz54NPLl5Z9XVF1HGxpqxby2KsTZq7MU4cm7J1H+f4iLoWT0HnnLV8zM51bq1wb8t1H8tYxQCFeQou+Ojh5mUhWoh6EZImJBpPmK2NB4CZtU/l5OHuJEZHR+MP1Wq1df5QZwKvNMvhdqXb+RPUWEXFQxzEqXhWCWoezAgAiWuAyYCq06HSHpj/zOU33XPwSZcefc7NMx9aOn9JIyaTQUtTH+suxZ7NsTtFMBrTuj2B7ajrxcwajU1yfiqVynZ8Tzsjvp0UHwWkq+DGBOZGXom9YVhcfLFZQrtZGYM2O1hlWcavds7FQUs3iJk59vPwwsxsxAjsYaWQAcoSPdy8LMiU0Vo00FLA9oO/mXQuwtaYHa4ypsVxElEIoe0FqGpsWiNCrMTacYBbeTOR9vdQjrjgWywEc6N5NfbBXg/UgGHF6gYWvLTm3EuvO+ynp5x36ZXdPNy4CfH5bKNb0cpQHGuc46Pt3XQeI7T2zybuf7NIVdcaEdHHQesJq+lHNG8V7SAyx/vxVoaEjqsiOhFbuzEntouoPtIK2rRfjJVu4kkejYRjQaLxnT8whcCkVfEjBuKMIHlZo5ArFQBvGB694trpBx913JXXz35o/uIGsLKB9R4F4M28NsPICiHwRg9XoJv3mNokIrelxbG99usFLV9+ZGREOopkjnf/S0tnO9V2a4ILoFarla4ehbXeGI3XhoiJiKhvN+mKEtF+SCzLMo7POde+RMegi4cbY4ueghCTD750BuTeBTUWazuzKk1Z9EaspELN11lELKh183DNLJ4x7RMxz3MzQzcPt0tIQQjBkcUUxuaiSS2Cr5jLIQ1DNaAQBKDudOnKtd083NgcLPoL3HF6dB/n+IgHJRax9t63Hw/jV23u/sPaN54trCmUZlav19tRI24SOoy37rHGMTQajfFuS2JcrFu3Lv6gqu2HiVaKWMcM21arvnU7f4L5Ta675vXoA5MqA8xUUijEtNIoCbGDKCqlBaDmnECrjWGAIKosrNJ0vMSUDYzOW0KndfNwd9T1EgMv8Xal2py12g7B3fJr/4DglgX19w++4x1vy3qyrCebNGlgcHBylvX39U7q6xvo6+vpH8gGBnsGBvoGBiYNDuzZ09Pztre9LcuyPffcc3BwsKenJ8uyvffeu6cLfT29vb29WV/Tent7B3p6B7PerL9ncK89ByYNThoY7Ovp/aO99s56ssl7vaW3b6Cvr2+wt29ST9+knp7B3p6+/qy3P8smZz2DWX9/76S+3kl9/ZP6+gf6+vv7B7PenrEty975zndmWTY4ONjX1zcwMNDf37/nnnv29GTRst4s682yvqb1ZE1r0vq9rzd7y56DPVm211smZVk2ONifZdlb3vKWwb0Hsr4s6+vvG3xLlk3KevcYnPSWLOvvG+iN1t/f29/fO9CyrH9Sywb6Bvr7Bvrje7qPc3xMnjw5y7JJkyb19/cPDAzstddevb29AwMDPVnWm8Uj0dvT19vaP1lfX8+Y9pY99uzJsvjvXnu+ZdLAYH9v3+TBSe3zoa8/6+uPHx/o653UbTyTJk3q7e1t3bwlPgy9xrM5MSZZlrWPfl9fX39/f5ZlWW9v1hMPd5b1Zj29rTN6vOfPYNY3kA309U/qHZzUOzjQ1983kPUMZoP9k3qznoH+3qwn6+vPBidPyrL+LBvIsklZNrDHnntlPdn/8dY9s57sne/cq6cnm9Q7ONA32Ns3kPUPZP0Dvf19A339k/r642WypQ0M9I1pO+p6ybIs6lg8LXfg+fmHPFzDpEl71OvVuKaeOQBQAQUjEiLP4mLwLpYZBFAUxV577dUO98SoSrfJk25ZCg5aKRoG1CpVGIpG/vZ3vqPSqNPGsENACEaOxZG4HM6ZY3FG8XWOwYpuk2YA6vX6HnvsEX20oiiY2Tk33kkztSpzBfBFXoVBSCcP7sFBnG/EWEPwJtz8IBGRhGjNLmQtKxklo2RzbF6UhOOdvNs4xzsJUBTF3nvvTUSq2mg0NnaIaDWwUlWJ+ZhQb7Kpr7rRyrx459vfUeYFDPVqDYbgPNSYwKzMoZmwyYFZmbpOlsbxtEMKEe2edpbYPpxzf/zHf1yv19u/xpCiV3izOOWlyqZBxUG6nlfdzh9vOYkT4phnKMQkzluu3sTF6yiQOLFmaYWG8waE4AD2rt7fn4VQI25YgBACmWNxLIFJiI2423nY7QkMO+h6ATAyMvLWt751Z7gCWxNcFWRZL6A+5ACH4JgVBuHmvFmrjobGHRrHmmUZWkGQP4Ca2cY6rxafcsQC0MxVMsS0sKwn21jDsN2CyZolYxyIQAqK6dr/P3vvHW9Xdd377lMEOOXFn5fcl5ebe/Oc5yQvjh0bx8HGiSvGiY3BYMeFGNuYaoEQpjdj06uopiOqkIQKqke9C4RQLyBEkUBC7ei0XVaZbZTf/WPuvTmIs098uJLg8TnjM+Gzz9HnrD33Xmt915hjjvEb4Go8t1FIIa4O4jzrt732E1JosGnG2gGUiSoABWMhaCm0QgAVsNQrMOPGGECN0sL26YNbW+5R43kO2AqFgqruG5Cq13vGpItqgqW+O3pbywtBU6GgLJG5EI2h7V7ZYL6arhDV/BqYqsYPFYNc+5B30Paj1S+eeNnE4ICrJ/wA1XQj9dD+yNLn9UPIBSHGW6NymCAQchDUiwgJgnGpcbmIcACDAlsWBwQlM6S5APUKH/+cpZqswyq1261RrLZBFs1+ul96cwzvyhL7/W2f6O3bX2bjv7CthSZUQeCtVACSAGjKHT1dQDsEuQP7KEQPJUAKTS2EanWgQgAK7J3PYsq0eAfABngBGAqHkkd5ew+wF1ls5RJiqaoGsIeSsGtuLRCCdQmLUyENFBxZF7yoByCIvZ8TjzzWftsAzxboyi0BgASTincQZdZY9VhoGqIAMRRg9QwH2kK+O/Z4yuOlZR08HGA5BzJOyggAwwEltaIGUVlcCAATWpoPU4EzHhCod67InAg7IhGGAp5cjWyBA0FhKwRRZnbiCZIFk4cMIO+y6ukpFNDrunnPwEWvLJnqbz2Q2QqkqIqckKEbKALqYvKdYc6gCB4ARI0KCi2tmXAOyaLvDwEH54C8wwOqiYC7BIAx7CjULjx19USXGCtsamrSXinb7+1DDVr/JoLm5ubq9YbA4uIvETJosKQlG+Py4r1Hv4LffV8/Dsg9EzKuqJAQxxxIiZqNHIGQKSoK64KFg3ojbBliGYXWwwI8oQiYChv1AgHnWxDeKCn2AgnEwYKg3Qzpge9yVNWSTkNqtajIvLccAEUwae+p/m/eL/vxOH0cueG/NAAuVdrhaTd0WY18hAAAIABJREFUpwQEobRimE1oCFyt1iQEbyoQFqnKwsJLknfDCszOnYy9yOHAVhoBt+p+igdIOKBW7g1BntvcSbWPt3PggKzSYTjiTYSEHZRQza9oAFz0gFMwKPegIOoV8ISkp6LiBKkTYwNyCx+gEFGPqgRITMbQlpYhKgAEIKIUMBLT6byyr3qTJLGEhMgHbxmC4DyAmOJGEAYZm9RzPw4ccCUxKJUSIANQ6gaFHqBY/VpZKRPJoTA5hRBYctUqcE0duFHU1wJSauecYDhQGgBOcgRhMIHIR+BalxDb+HAaBO5BMNUGwOUcYg2pA9KkCPbxHunnUA2Am8MmDkgAW94DzlKUMnHBEQQgDiYlVwIMiRMFPBAsSxW4Ta0fYfWCEmBib+mQe2BPBG4XYAJltqyCPPHWdQJZcALlUhYIwsgYiSrHhSJq8qEfQuDCdP7oqKMfnNm2F0BQCPkYwu0LuIoQyABh2NDTjvzcZ754xD9/7p++cMfvRqYeEBjK5jw16htH/OVFdz7YA8BDG3u4yvDWKTxJApieYsfZZ58zdcrMmOLwy+HDz730EsMOcHMmjz7y7//yrifHvdlVSUmsdwAhOsZEjYBrfBFK5556+lc+86kvf+4fPve5T95y74PdAgRsWr/6iC9/+q8/+3ef/erX1m/enpYtnI9ha1XUgBtaWpoUAQiBUkUukgKhUi4OH3rurKnzRGGsH3r2WdffcHUl6Vm18oWvfvlr//xPXzj6qG8uWrSIgVKeOg2WYwbeAQcuqPOiM37+qS9+/a8PP+Loz378rhsu7AC3Ayd862fzZi6AesDFzDwAxJmIFJqbDAcLyZW8MKsIMXe+eMHpP35g6rISgzk5c9jpFw0/qYvxnW//YNbM+aoKkGh1IRuTCweBexCsT+CqApLC9CSETg+oy0odHvD9CiU2AO5b55183Me+8O3//q9Hfftf/vbOa89vh6kACKou5JViVYlfxAdmie3YnKhjiO8FXIVLNJAPEJH01esu++nYtvl7AsjwBRecd+Y5Qx2QSm5cri6AHQFZcDmVGBlRVZqM/f5cEe7H4/Rx5Ib/0gi4+d7sze2dwKYsBYGNyb1TIAq1FgrNEbhBq8AFQrlnz28uu2DhnBnsbCB8+7gTJ818Nhh73sXnPnLr1Q/fPuymJ6duNWkUkA8ghUAZTFARDs2tTQRmDyisK6d2ryJlTc87Z9jCWQs5YOKEKd/9wQ9StqW869xzfjbyrivvvX741fc+2kmIrI2uMZNX5UbAVZQrxfYrL7xkYdsM+JRC/m/fOX7SrOdNT3LZxecVsz0eYXzbzK8dfTwUiBm9Wg0pA8LiWloLCuu5ojCZ6crzHoA0+HPPGr54zuIgGDdx+rHHHZ/mCYs7/4LhXV0dQjzmqbEnnviTYlKJsQaGEL29xDuAwOVXLzj1h3OWbigJkGz98fc+O2Zp2zYnWRfA0GCNKQJCJCKksCJUaC5YCkHFCvmY5c6C0uqLTjv+mUWbSoRRz4z+wRknwe1OScpFhoACjMmAQGxi/hsGgXtQrA7cmNb5NnCpRyo7E6AE2J634IsZkPHAgRteuvAXR41etmUzgNKLJ33ns08+O3+nh1QEQbwpAaFYqmjUy0GsAnUCH4Hb0voRUQ8tkTgLQEEmhX31ojO/PW7avCLw9IQpP/rpTzLuSalc3WHRAN9TTuPS1pLm3vtgFQoJee+pfriAm+36+beOmfPqKzsBOEA4txm0MXA5BaennfyjhXNmUHDG6w0jHhh+yQ1QlPMiuPPeEb+45O6xewC25FxoBFxbISgE1qPopMParnPPPH3e5OmrV2z80peO3ttTNuwEOdDNlZcfv+2cax8e28HoDpI4J2BhBw1oDFzIdvLdP/v5aTPnLkssWWvvuvW2K351KQGVrAfI2KY73th1wndP2rm3O0NoBNyK7WK4IEYRgs9dWh525mnzpk9dtWbLpw//UpIHBXKbAGRdCtCeXe0nnPD9HXvarRABmbMHCbh+9RVn/XjC9MXdAZA9d9x6xomXnrEHOOmEy9Y+vxUaz250tCVQyuqbWgohuKio4EWNImPV4rarhn5r4qxxKzdt+Ievfn9VB4LdA2z90X+cufKFl2t7ndHPokAGg8A9WPZu4AKg7tdO+8FXbxo5+m+/fvyXD/9/bvr1sN0OSb/H6fv6MSuvGvatB2atXh8A/+bvrj/rh5f/qh34xbFnjLrvsc8d/om/+8T/e+U1N3WXOYsbcgJR3xu4Kh5SJHASt8I0cGXj+ad+Y+Fz62c++/LnvvXtrZ2djE6X7Drx22eOum/a54/85Ge++LFLr7i9u2IZ5CgDEKza3H2YQwq095Uzv/vd+Vte34pq42yFaKDewLWMoBCwIpDthmbDTv/pjCnjAUkNXXvrfdfd+Tggia+A37r/zpN++2BbBwBiVQ2x05EoWKAQ4ubWFoLCIThPsA5lq91Aeu5pP3vyztuP/vr3163dEuO5idkLaQdtfeiGX1zz6Pi9iqLAAwphcdAg7BoBV/xmoPKLM4aNm7bEAllu77rxpoduvDWFGMogFUnK2ze9+b3jTtqbZJUI3L5CCgEho6xaUUYO6n511s8eu/+Wf/3y97duK+YOibEKyl0ldxUgrFi++rhjv5daR0DqLceqBDnwIQWz4ppf/efEGQszQLq3PvC7i3/9yIg3yB/zlXPXL98JgaoJPgvBqTKLZbjmlgKTBYRZ48OtJAq79Zbh//bgw3d+5l++9Oxb5mUA6Obyin//xk/WrNwasy5CcCwOoEEP92BaS0tLPZ4TgzkAkGw58ehP/vupw7cDna8uOeHrn3puy+6efo/T9/VTfv7qYcc+Pn3JXiB0vn7/Hb/+9cO3vmWzYw7/8YWnXgDO39ix9V++/p2V67cxECiHgtUTPEMcoaX5MJAD9RCQAoD4vBtu8/UX/vDGW+8/+tjT5r36ajfAeAt+x/FHnvnz4y4tptte71z+pa/8cNmKlxxTYA+FEsizkuk91Q8VcGF3nfi1r81+7fVXFOTAgRQE7/sErqgHVcR0/2roz+fNnCLEO/cW/+XoE9Zv7XE2JRDMpttv/u71jy54S5BUSjEzt2/gkgDi1XqYJHQF1zXs5z88+vBPnHDsac7DCzLPgIHsRr7poet+esUDY3YIugU5kAfjfKbiYgl53yEF3ilUOuuX57RNnyeK9vbdX/3y19545S0fWOFd6AHCqaf8ctq0hQyUTdJo0yxX8QovAJCVe3zaPvSU737xn/7v4793diVDYsBAHjKFC5IFSS447+Lp02blng2zi3XkRMoH3sOlTef/7JuTZ83JgdC+/eivfPrZHS/vQvjxMdduXlMkI9aWvEtDcIFMoFxgW1oLIAcVZXhFBhQF6Jl+7elf+dtP/usJp1z8esBmALwN/q0fnHDWpo17vIWzHIEbBwaBe7Csb+CWN598zD8ueH33Sx6g7ZcNPf7eqQt29SsF3iCksOWSU4+ZNmtuBejYtf0rXz5y1Y4Vneg+/RtXvLT4VbJZzvmwi6+aNmeVCQJUoCBxBE914AaL0JN630MEUF7ZA3n94lOP+vwR3zz2++d0KLoCirrR6dYTj7lq7eKyyl5g27DhN85btCr3QSEupvl+yGO4XZt/evTRi7a/9TIDDPKBxUH69nBFPaQCKg8//aR//swn/unwzx5+xL9OmLGkBAg7IwbZugfu+cGv75uzJdZnA42B64VdznnCKcEE1/WbX526ePwjZ57222HDrvMMQxA18LtArz924y9+PXLCbqBTkMSSbVSVYRvHcFMJ+fDTTv/Sp//xC5/+23/+5089M3NejwAB5FJGdvXt1512/gW2ls3bMC0MiKW+wSuUxHb85tKfzZh82znDbznn3OuqGRvwQTLS9JrrLz/3nPNVYIIQkBNRvLJrmxgHELh20+VnHPfFo776Pz7xma996pOLZk95Q/OtWjz+61duXlNRD1UDOEWolnFH4LKHVIGbAF0AuqZde+ZXxsx+7j/Oufqnl93YDiBsJfv6cd8+fdOGdqklfMbymXiKB4F7cKxv4Pa8eObxh7e9tP01APnm807+5lNL13T2e5y+r5/iK+f9/Jiv/svn//4f/+6LR35lzoLFXfpmGTvP+Po1W57bGXUbTzrj/KcnL/Giii5ReHUejiA2oKVwKIKF745LpSwtQTPTuez68783YfzcYefdPvT8KyxQxkud2PStb/1202qIfQvu5TPOvHbajOdi7b6zDAEH+jB4uCLS0tIS04ljjrqqiohNkxOO/c6G9Wvj752PjZf7m2gIYejQoTNnzqz/CAAw8O0Ib424+fK7Hnuyg5ExwPDw3CtLAeRaWguCIILgwQSF9bKD0X7OOedOn7zSu9e+d9zRc6ct8hUFjPJuYO+dt/3m6nvvqQAZUPIhAIFEagreABWaCtE/rc9TtKianfXLoXNmLooiWsIWyKB7waXbb77h+8efaC0ISJjyWsyoNzjqn70uhgDAe3/++edPnTo1+C3f+bej5k5dCg+hEnHn7SPu+NHx51ZsToBTTkwe6zui5mwEe6GpoNVqiKrWAaI+E0KelQHy5Bhi2QGw1qMmB2NMBkh8GDQ3N9cn+fZtE9ZecPaP29oWVgISqEF3cG/B7f3WMeetXNvpgYSCBzkEi9gf0BdaWoNXKItUBJUA5wQobbvmzGGjFj//qsMZX/iPZY+MKaFS4s7vHf+zDeu2CMO76K0TsVEMZikcJFPV+v0rtQ4gIoLSKz/9+qef3d61iQGz5cqhxz04c/7efsXaGjywXzpv+M/Hz1rQHmCgJCXKO0D+q986a90rW710A+kZPxs6c9IyKDwqKs6HnKBO1QOF5iaAVJwKgiOo2KQEpXPOOXva7NkJyzHf+be2GVMUwXv73e8eu379egAhhOHDLpk6eS4UIXC1cAMGMAxhpeamAiDCQSEeZEEKy4EQ4Mo9QDdJuyJkBqiBKKpMxFqt+qf7oABXVU1S+f53j9u4YZ0xJoSgQO5DP8CNmD7llFNmzpxZP23MLJJDe5C9MeKmX9/64MhdFg4QSxG4in2BS0SxUtaHBOgM2n7yyae0TVkB7H5+ybxvfvmYrNuyK5HfwWH3rTdecfdTT+1IkhxwgCF1nqop2Q2AC6Qi+am/OGVW24Jq9QqIOQnp9huuuvAXP/lJUjJEIKASvKttar0buHinol0I4dRTT505cyaw6+UNa758xNGljlSoNOK2K3/0gx+LBQHdSTmKJZrgrXd1vDYELsLJP/3xA/f/jtiec+6wW+8cQeChQ8++9NLLs6yqBKrKzKE/4Jo15/7yh21tCw2QQAkVoIfLO75z7LDlK7YRYDg4WAfnIXmQCFwK2Be4efulp5z+xMKlrwWUl79+8peO2tz1epF7jj3mx+vWvAIFBTBzIMMSq0UGgXswrDFwX/3Prx6+ZGv7ZgaSV6846/inn3uhvd/K0L6Bm2085+yTJsycXwJyCJBBM07K3z5h+MqNmxx3QZPzhl64YMZKKJyWGwEXCmWIdyBHNjvllJOnzpqVAxs2rvnCkZ/r6m53znzve8dv3LhRRLz3Zw+9cPq0KnCZA7EhzjyVGwPXQ3HGyac99tA94I7hv/rJbXfcworhw4eff/75ddq+0xd8/4Dbi49V4Po8O/mkn6xbuxpRDyxw0JrcV4OJGmMuuuiimTNn1iWLQghAOO+XJx71hY9/8Qv/8Nef+vRnjzp29MQ2COw7gStcBa5zLkJI1Ag6K9m2yy67om3KcqATCLdef8ePvneiNz3nDPvRF4/8myM//w9/9al//PzR33z06XEOMIFif9DgfGPgZllavPjCi9qmzjZpzD+VEJK0542jv3bE4Z/65D8dfsSRR37t7z95+IJnny3XYkbvBq73vn6Vx89+ySWXTJs2DbIHwYy44e5TfnpaV9dbR37xk0d+/ouf/fQ3/uHwT3/l6KPGjB9XybPo2LIKETUCLvtMyQz95WkPPHhPT6n7Vxedd+e9d2XBDR169vnnX5imee3rFeZYLdI3cDlZf8VFZ06c2JYEWCChTg5dVGn/yYnnLl60znlVkMKR5gpS4N3AJXgnoHTv+aecPm7Z828qoeJ/d9nl//6zE3ZnPf/541OXPbc6eNS186sNWgaBe1CsIXB7XjvnR9+ete7VnQB6XrnqvP98av7CSr+H6hO4VH7xskvOGj1pek+AA4wvii9zUvnmd05ZuW6jIu3qeuuCX102afw8kweFaQRcitWhKlDq3rv7kksumjl/fsIi6m++5fqTf3FSZ+fe4477zooVKwAQ0bnDL54yeUYUGIjZQdVSxgbADcFxoLPP/OXIB+5ISm9eeNHpd99zV2Jw1llnXXjhhVGyru5W7vORPxDAhUrH7l31vCUf2ASq5A1jKNHRq6tzImq7eS/sKO9A6LK2p0LcExvWZ5kFUZSMk2paWEtLE4GZGYosdUBwtBeolMtlMICKyypsFQKlDCg50w4YC5R8iHzNfSBhVe3Hw3W+AlCWZVEvAgrnnPOZhiI4hYqQssCE2CihPw8XvbQzAFQqFQAqXVBiq8EJkwEMswqBgXKWxmCCpxBCqMoUNfJwtdpNSIQUknvnIYYDaiGFeLJq7m1D4AJ72ne+GggecIBHBqSgPC1JTIgWtkSp9xUgABLgm5pbOQAqkIqiIvCeEUwXiN9i2wEgqcClnZoWWZKKjZ/BuahNHmopSoPAPRjWELjZruyt18vALgDJW5JsL+M9pYVhT/uuLZarfV8EFuoRyIXYC60MBGuq+qYMA/U+5Ay828N1xts0IZNCKUnKiXMWACg3lZoUVJVC3vsYV4Qizy1zILYxSN3YwwUADVZDBUhdKDnxiSXUcFQXXuitAPM+AzeqMMQ3zsql2OgmMjQ3sUy3v9hHXck4ahfFKKdwAAyk4kPigRwQBZQicAUcNce5locbpxACA5TbTtYKAGeglEClWtnvE0gZSAEXN2i8aCWvdmziSLgGwI3bXzH6WinnVW0PEXIVIDibG2OIRIHUGsfU+wP2Bm7s7RbPYn2pkuc5NAe5qMiT5WXiqN5dl/5QQa8vrSa+0wdwQSavAGK9yZyNkmSV4ENgAMa4mlKtqzm5fQOX8t0x9l6yIWXrNGOxUIFAAwWT1hzSAPY+TwihN3CBROCDAJqIy4vgTuRIOhEqKTitZSg7F2pXEwUyg3m4B80aApdKCLab0KEAlaGVbnK23zPQJ3C92Qk4BRIrKZMTGyVqvCeAgpjMpI4hsSch51AfyETgBqDQ0hyBG7xyEKiIy8UbQAxzhTg3FYBYHCBpWolaZQCgVcHCGh9FqkfuG7gicVfDKJfIlYgtA7nEv5R667MYTKgz930Arqq2trbW79K331LFZWlUM/DeJ2n+toJ4XxP13otIXZFaRCJ8q/UhagU+k5AJAyIuM4iOmYoIFMy1LAVUlaWILUsuaqy10WON+lU2N4BjLjMnTIZYrQvOVx9x1uY1qaG+gZuZNG5YRbRZF2IHcmEXfF57zIpzLi7863+Id3m48fNGIbvqhwXiQbwzqGmSkXBsV2O9i7qR1lqT5b3VzvoCrgBC5EmYgZwoZfKIIa3qvEII3tv/YtNMnTVZllunShBDuXFWGBSMVFUoiIKj4OLbCkJLyxAEQASSAInCs4B8J9RV2GVw8AnUdJnE4+0mmPF79t7WPe5B4B4EawhcV4J1FugRVsrIlTwk9CuG1cDDTU1etrkTBQE5eW8dLAATQiII0bVJvee4JqsBN/aJicCFeo31pSaPnSOcMwQkLLEQPAI37kOjqoNenSvXetTGO6IRcFmhAEsJWgGC95QT+ZoXGA8V5dXRK6rwvgG3fp7efu/g40rfOee9V4D6BW584ZyTWg/RGPzmIDEEk9uEIF6DswnUGVRzuOrRjEJrS4BGPxtAliVACJTneQogOPI2QGNsMSeqOJsAVPOtUC6XAfRaYjfKUoACkX0aPXeB8/VphGKpEzU5yn2azewD3PjL+HgQkaryvMLZPIrv1EK0EsOjLlTTIOMzRoi9dQ1juOQjr1nFBE9R9ks4BI4hhdpbS30t1jdwRQEoQOAAzxAGQgDDkNr4z1wTpyTWdwMXCCwAerJyu0IMWajzeTdDjKlyVoTqknoiFD3uQeAeBGsIXHWmnOWCRAMgziaEEAaepaCxEFEAhVMlAArNBNwNGIXkRAkFB2aQc6YRcGPFJlkDCVAyJiPAATX3ltK0Eu997318itc/YHwR/ZtGwLUeJAxUiLuDzyOvKiGPjmA8yD47ZvhAARfC0OipwXtPrAxYavhkiI4eai5PxJCqCin54L1lkBPrQg4EaL4PcEmqwLU2rwp6OgOQ8xkgIYR4yiFKwag4wAWfCQcoqiAWrfl6Ek9hI+Aa6xWw3rAKsYpGfV0VifoG5HwWH7n7nPV9Ns3qy5Nq1Ds+TgMAYbEszgVPrC7YABN9agDGGGWBIkvS/j1ca/Po3lqRGIHNFNG9tdbXHt3ivY0fsE/gBieqcMGnLgnwXth4ZQXDOTEBxIi7ZnAUgx6NgNsJX6o+DoMFG+9tPVZe536NtoMe7kGyhsANBhp7bkuMUHlO0e8Z6BO4lnPhAE/BkVPNBcErCOAOcCUwOcBCS75iKAekEXChiCGFkCdRAMuKpBLBGJXzJMuS3hMQkbrIr9aEehsBlxjGWUURKDF5ZhDgauJQ1UUzEWqL794f+aAC1ws3DWktNBWaW1uaWppjm41CoVBoai00tRaahxSaWgpNLU1NLc3Nzc3NzQNtZfFHhY8WCkNa/+QjhUMLzU2FQwrNhx3aUji08Bcf/5vD/uiPmwrNhzYNOay5talQKAxpKrQWmgdoA26t0Vo45A+H/Pl///if/tnfFwr/reXQPy0c0lI4pNZxp6mlKX7Y2ImmuWFLkkbWXDisudDUXG1uMqS5cEjtOH2PRi2CmpqaWlpaCoXmpiGHFZqGNB/6h//X//z4R/7Pv2g+5E8KTYcWWg4rNLU2Nbe2tjY3FQotjefZ0tTaWmhqKRRamwotrYWmQwqFQ1sKh7Z+pND00cP+tND0xx/9nx//2Oc+W/joRwstHy185G8KTYcN+cgfFZoKhZZCS2uhUCi0NB9WKHykqbnQ3FJoboknqLW56ZDmpkObCofFZi6FQqGlpaVQKBQKzUOGHNrU1BL7vtT7l+z3C3rQosVODYVCYciQIfEsVO+LlgZjoNdza0vvUW/UdNhhH20tFFoLhcKQwwp//Dd/+LF/bT30j/64UCi0FppaCi3NhZam5pam5qbm1kJra2FIa2uh0Fzta9VUaG4pNA1pLgxpLRzy7ru40Ic1x7uyqTCkpfkPCoXmQ4Y0NTUVhhzS9Of/42OH/MlfFZr+onBIIdLjkNZDWwstLU2thx46pNDU8L6Ix/2DP/iDuNeNXrtq+8UaAjeoeGEGSpWy1t44hOAFccReNFKzgb6xJgxFrlIOCRAQrAjWvLTloVFPdvQUAYAYot5bAlvUm8Lua/103xzYfJBVTLJ63SsjH5nqCCbAAhaOxJEEYmVWZhUOwlYatwFvZBIgHERyYSuktR/TRi1DtJaosM+I0fNAogADFRPWb9565/2PlC0IyOMesa+KztRlHvuYDykHEm+UjLAN8Dm4AoEJYATGzmIyYuSDtzzycHfAnjIYSA3FumTrM4UEr8Lo3WUybjkyKxNqCwjpDdP4sru7G0AMcL+HK2fQfk+LwbT6Sjm+6Kf11ICs/of7dMX2AWAXVW7X7PC3PzU/NQTuDiBWUqHY2IkFsct1rXVLtWF7Nc4laHSD9+r+oL0vraiUDw1ASJLyqvUvPfXM/BLBR1fXO2c8GBwoMymhPz6oarxEUYvq7sertCFwM2cZyJxVgIRjXFlVudZTI97/NRv4hFwOoOLZsANSwLDinkfmT2pri5Dw1gmx95YhvjE49pcpjNfQU/bX3/BAdwmVHJmwByno7a7lAKrFLQN/6En8zwCh9t0JkPUKtr5jNAIukwdARDHDgYDd3ckzbXPHTZtnFR7oSQxXk3m9IvQ7JQV7qAcCgxw0B2C8eqii4rkifvrSBZdef9uCZa/1pMgcLFdD9rl3Efp9fc4IegnBMYcY765fsdFf6N0tatC9PRBWz3mPL+qbTo2uq4Ha2x5ArelU/DF4zZMeIKSK8Ys33T12vmdASrHzVTUqFsX4Y6cYxHxBirsIdeA2srgr8G7gQkFEwg4IzGHrW7t/e/O9uxNkwtXoQ9ylUXgK3PgN6uGXeuPegX83/VlD4EbaptYoEB+AMSgZWw9Vm9BVS8n6a7Pc2CoCTTwIEqgDyIo5Lvjt1NyH6uYVsyqzkoIyn2oDa9Q2eaCzCZJFj37l6lcffWIKAUXjPITVsxLXW6kJqThVM9DjK0GFVDNVU+1nJl41adj2uT/gCjOzwJLGuFl36m+888Hn173sgZINBHSVigrJbdZoPixgZiYbPVwSZ4USJjYGAm/BQKamwtmeUnb/41OvHzFyy86yESQeBBhmp+yFY2cH5ljQHFiqOSTMQZWTpBxv9SSpzqQeL0O8/1WJaNDPPRBGRDELHr2a0td76+0zBnrwiFoSDkyeQqxHjyteZ1NAyoLf3jdmc4fLg2jWSfFdtNpyULTmtqiHekGgqMcaacvo3cfsnfdFUIQ6c3tPyZgMIBVPRASMnjxnzPRnU0bqOLoGwiHeWaFfj77+pe3z1e0X+y88XAbKScUFH0KIj8pqImvtgdZ7N3yAVrLsfMxC1SLgVr3cde39q4koMzmrMMSJZ/Vak/VrYH17iAOdjSCk1jDgAu55YNSGTW94INf96+ESYABXcyqiNN3APFxIQK2vSCzEiOmyL27dc82Ie9vL1gOpIwK8cD9P8toaJdQ0fUJQMVBAvGVvwKwC72GMImNseH3X5dfd/vj4th6DXBEb2SVU9da12r4oaLWQwsQtsvjkExHv334E1nME30PkZ9B+T9unkWtstStSa4mIBRlcAAAgAElEQVT6rjHQ49fd2xhYkLeBEADygt0pXzzioS7AK0BpYw/XRREojjFE1D3cd94ObzeRpHfux1Yt9kmJyZdEknls60guuHpEZyIeyD2LUDXVDHD/1aIq5jDkea6qvbMX/vetPw/XBB+1u7Tm3opIUFQbm0OrPWirolkDM+JigA9Abg0QAsn9YxaMX1YKzosQQ3KyiU/ykBlbAUIjD7fXCXjHGOh8FGKJ49b81u0dt9xxby7IBYIgYKkyBVCGesAO9PiQGGBKgbx67alH7MvU12gYayMHcsIhTjou8AOQAW1LVoy4/5HuPHggcS4yt+H3H1NB1Ku4CFyJZZfeQhHTHwFjQrcV74EeRkXx1NS5l15357K1W3OgO9f42InrDOaoK+aj4rUqO2cAiZGo6MI6F+q0fXcuzqAdCKtHb6q7+er7HAO/X96OJ3CVBhFjhjkkHrNf2PTw1PndsZqbbKMYrlLGnAUxTqwTH5g4kHqpLaSrI7YLEfXEhtjEFN3e+wfOV4CQJsXYF6qckwXuGTV+4oznrSAoMlMBQmBrKbheMeJ97wvqY3G8Hz2DhsC1FCJzFdj86isiEmEfaRtUqk2/EeqyewMyHzICeYh1AYLuIl126xNriohlbAQ2cB5E8NYlaOzh7nNi6mOg84lSYonxQWAZE6bMnLt0mUdD4A70+DXCpkAO5dqP5UbAbezh+thaXoWIKJDknlMbSoKS4KGxk6cvXGpQLbjs56w4wENIXAQuQAINigAPwGdESRpMV6AeBqWkZUgGZMBL28u3Pzjh/ifbdhdRIShiqx1LbIltzHeO6egRuCICYN26DahtmqFXNk/vdMhB24+mtXJHVFcY1TuoEXAHfPx3xXBr1ZJZbjMH3PbYMyu2tVeALATxruGmGVxVBbTq4daKe0B9AvftAsh35h0CRtQABAUFWEYieGVP11U3PbKj0xLgQg44UuuU+797415uJG/83vqk8Huz/rIUHFNceI64/bZisRiXJBRv9yptpZdTOTBTICAEBACcY+cuf+HNI7cCCIHJO/EOlMNZzqFeXMNY5P4CrgImEANB4ASlLFxx7Q3dmd1vIQVFzRM11YUVAlAZcEghCleyFw7Rw4+Rn5Kgh9DlcNPvHlz/2pYccW3fEGQGcMq9gYu4iwYKgcGAD6ASUAliPNAhSQnaxYhFZpPnrv/NzY9Mnb9WkQoylpzYEHlmjt5OPf0WgHPussuuqBfC1f2F+GIwhnsgLD7G6pyth84Foc8x0OPvc1nWXV0g9eT2JnzpLQ/s8Ehi3EDRMIYrmaphuAAX4FlJY1S512r1neR1cfQO5gKiSBXWmgSCpGIJyIAycNeDU1a/uCMPqgikqaOM+nWXeu/F1QsIBvrl9GONBcg5sDFQ2IArrx7RWfReohREAAKUIAHMUBawh4BpQENEFFaROkoCMOqZmTOeX1MEqr4mE0LMxw+s5DGwg7+HYREX6IZdj4KKhGlrtt0xfQ1gIBk4jcEmhuRKeRTqkAAVuBShDFTYlxXBw3v4AM/xgcz1cYA/Arpz250INnfYy+98dFuPIYA5caoEDWSgXiSPnZYNh75x3t/IwCnUq3JQOOC1XXtHT5t9072PbHhjtwESX40LOxcgKtVmsbmxFQLOuOjSLqCzekGzwiuswir8u3c/3mn7J0Y/aPvXBCzQ3vtugiDw0E4HzF275+7xz/dEv8JbDNiBHrD1hn7vEMfmDlxwzWMl9QGJKsgBkkHet0BW40ozbzhQrAy559Gn32ivGMBINWioqrH+KT4uTOOlSqNhAxjw8B7oyvU3tz78ckfWriAQxRUEOxbn1Vl4g4Ed/D0MQrCSeiorTCauDGwqhfN/99SmrdsIcCxpnjFQNsYB3UEq4nOVaqm2OGHLoLgpZgAbK2q0di3KgL+fgQ5BZtkkgr0OExetvfPJKe2mytdYcBfLzxhIKDiAQQMaQKZIFc7DVdgYIAP2OLfuza6r73jo/lGTO1KxiFm8IAXEBDJGkQK7cvnV1TdnQCnoIHA/HLYvcFWqwEXJA/eMXjR7TXtJEKKIUX4Q0jr7Bm67x6hpyyfPX+qBEABF8Bn0gM+nkfWjFkYMOCAHxs5eOnvFi7tTzmo0cUDs3GWAFCjXQPP7j4yRAz0BnYSNu/JLRjzRA+zS6vEt4ASx/Ubyno4/0GGFrFAS2AKdHl2CHmD+pr23PzVnLyH6t0XjDVBiJEAPoyxIGYlHzkgIpaApUAEqQALEiGeuyBVGDvj8O3ObKhxQIXRa3PnkzHHPvbpNYQQ9KQhwBCdwQKfXynv6fgyHTCUHykAXo1PQqehk7LIYO3vlDfeNWbhqS7dDJcAAkECKzoAO4KVujBg5znmBhEHgfjgsxtl6ZTlUBZSBPGdcetNjW8qoAF4YRLAH/Hw1Am4GvLandPXNI7vKIEAhzr2XPaf9Zf1kKYivxUHmrt084vFxo2cvmrx0xaRFz09Z9Pz0Bc+3zV8+bf7zkxe8MHHhCxMWvTBl3roBjakL105etHby0hefefaV60a2XXz7mInLXh+9cOOkBeunLFg/fd766XPWTZu7bvL8dRMXrJuwcGAHfw9j9tzlcxatmzp//dMz109ZsnXKkq1jZ744fcmWU28Yc/+MDeMWvjh3+eaJMxfPXLxy5nPrnlmwcvKSNU/NWDB+3tKZyze8tpfeLGHa8xvGzl/0zMLne4/JC6rjQM9/7IKVk+Yvn7tkxdS2BfOf2/BY24pTrh9184xX5i17Y/Ks1dPmrJo669kZC5dPWbBs8tIVExa9MHn+6gGNtgWrp85dNX7G8gmzV01dvGniwpfGzF4/dt6LM1a+OXruuvGLXnpo4tLzrn7gytueGt22YuzMVbMWrZy6cO0T05ePmb/hnrGzHx41iTxXy+bBAi+wAivw0VdqfIkOAveDaFF36Z3ADQpnKbyyveO2h57pJGRAAAeTHwS+NQKuAwzwwCPzZszZ4mM7wYCajtX7cF31A1xKyGVABdiR89TnVk19buXEBc81BO6C9QMa0xetmrxo3cQlLz+99NWfXnL72MUvj5m/Yfz89XXgts1dP33e+reBO8DjD3TMmfdC29yV0xa+NG7Oi+Pmvjxt8evT5m6YMmPVfXO3nHbtk4/NWT9x0fq2pesmz1s+ZcHzk+Y9N23pxsmLX5i2bMVj0xZfdPNTF9zw1MNTlkxftaZO2H3Ie6Dn/8xzGycuWD6lbcHCBc9OmbZw/qo37pi06qQbxz3yzPJZz2+dNGfVpFnPL1i+YdzMRdOfWz1p8cpnFqwZ0Jg8d3Xbog2T566eMHvVpAUbJy98ceL8F6ctfXXUzOXTn988bu7ayYtfmrd62y0PTz7jkltvGzn1obY1s9fumjB/bduC1UuWrd+2o0MUzusgcD8cFjeTBVoDbkxYcg54YtzMRctfqwhSwEOC8wPfk3sP8+kbuJ4MQ9a+WLrulkld1jqIIwT+4AEXcJ4MAakiB3oYGVDh/RZSyIFEsdtizW66/J7RexXdggohr0UtAuAVBkiA4kEIKbDzQA9pBegOKHoQ4ILf5vHQtJWjF24sAp2MFOjKvAfSgLKiCOxl3PzogktvmbQ9x65gjVTDCDGkkNSCDAd6/t1AReEZUDgr3Rm6FE8/+8rtYxZuz5EAJQ8HdKfeAJkgxcBGj/WupkyWx6UPoUxIgJ6AHCgz9iTIgR0lPDph3pUj5yx+rdzN8ECSOgVIUcxjlgsTPMESLMHHEqPG1+EgcD+I9g7gxpR8BIVJFFdcc8/ubrZACnKRtfkBT/trBFywU9WKxU2/GzdvxUYLpAFcrULqcxxYawxcSkA5II4lCZIxAuBFG22aEWhAI4hxQEkwcdHax9sWlBQO8EHjFr8ixKzQAG/gMtiBHn/gI3iEok0cxEMyn6hmHIqZYlcil9/28JYK9jIqCgJEHRMCNIWvAA+OW3nDvfMToAwrtW2EWHRla0A80PNPoDmUq90l4JxjoBL8daNmjF6yrgfIYljcE7N6Jw46oGHZBHivzomlatZkHHBMhtlJdavQA7li6eb2K+8edd+42TsSJEDZVqutB4H74TCBF4ReJTlxyZJvfCO97d6nLcEBGVwai+DNAZ9PY+AKAhywdMNLtz8yZW+Oio9piR804IYSbBHBAPLOJV+DtLABj7LXkDCuuuvhtdveshBSCw3MQYUgXBOjJZJgxQ/8+AMbBKTeGg5egyfDZCSkEZUemLRo+VNzl5UjtiiDVEAQhBxpp9cJc19/4pkXOx0sTD0PTNSz+gAfE8UO/PxDznkAqTKThTqEIlBal+Hiex7dsLvTAi746oLeuoY1ng1GzFePCiBCzOSFA5iIKkBMjfQKIWjuAwNW0ekwduHa8257cuqqLQmgynClQeB+OKwGXNoHuONmbZi58MXAMMwOoUyp8/Q+xnDhITkc8gx02c2jXnzTlQN9EIGr4nqPWHEfZSb6Tpwe4B1sQodXbN3BV173uAdIQsgTECwkxB5ltXKSoLDAQI8/0FGV3oAKmJVIHKsXBNgKRLtzvfK2Rza3+1RiawQiz1CvcAxMmbHqibFLLJCDEAgB8NBgRcuCikBJDvj86zTEO+FIcKtf3HrV9U/u6YEHLDuQgw0ANK4J367+QuyJ02A0Eg9qUMoMl2ZFAnaV8ltGjr/m4ckr27ENgM2QZ6xigESQC5gZRHHmTKj3UBmshvhAGwEKYsT+A44lkAC49MYxu1N0mcQj6o6DD0rOq4tFZuohOSSHeoI6ABah6BRSZrdyyxu/vfOBBChpFa6MajzXOwNhSOhF3gPyXO8HuD4OaOg99hdwCcYIJs1c88yM1QbwGiABNngIqyhLVSOHwQKv7x9wQwYgV8xd+erdo6bnQB6blOZO1DlKcs+Lnts8ZebqokMKD6Lq04KcSEWQSLXx0oGdf+8C2Wq1e3zAq7OK0VOWPjp+cZdFxlCNGSj7Ajf+ZqDAbWRMhsURUAnosJi7Zsv1Iyc93LaSAMtwnqjWK0gBLzVtvtpkpJf8/qB9AI09UE0wl6DiWFjQ0Vn6zW3j9xrkCAwHiEbVxQNvIdJdPTSH5lAv0ACgAjBymzjI7szeOnLMCy9vTwArEgBGbMBTFeED0/sG3H1v6VrFUSPg7lNS/V8OCykLrrntsS3tNgds1PIJjuKedXxTBgQSw6YDPP5AR0PgqmfAAj2Kq+5+dOUrOxxgOXKKcpsw4AWlPOYsMySm/kOFpFosIDHifUBHUCFU1Yqj2EX8kYQ9sK2Y3vXU9Kfnrs2BzMV8vz6Ai/6YOzDz3irEEscKzgrjtT2lMW0Lhl734MqtXQ7VWJTPk9jL1zvxTmrdkKvPjEHmfmBNAoRUVT05BRwjAAuXrnlk4rNlgYcoAjPHyP17km8dmBFUwFAPtVAL9RJDVTlByXPuITmwcPXmm+8bUyRYEafKgK/2hBVA6l293w8Pty7X8k5rpKdZ01j4fUe3YktHcs2dDxcJFsgkWHYaH5kxEz6ulBXx5UCPP+DRALgMccpxa/7Zl7bc8vCoClDkWGEt1hvHwoDluD+mgI2PClVodc9McODn72MTvqrqnbz9o9cA7lG3JXGX3PbUhu02VwQktbNctV7nfWDW8PoBcmsE6ink1lSlPrN0VYdccteTD0+Y11Gi+Ne5zQhvlxoTifdR/mZQv/EDbBolQoXJKmAZGeOOB8ate63LAVatwpMPSlCFpwO+a8ZKIiRaXZeLehFiJWhwrqwIqc8d0O3xm1tHvvBSR9zQJsCLVreoJKrmfEiB26MYP2/ZmOlzKiIeyImy4AiEuupwDHvHm1reN+B6IJNgoBVPFvjdE+Pblm/qAuKDXasqPGTZxZCQIBeoSF3x1lQVjN4n4ILhxFtQD7Bg445fjxhVEqTvLG4fKGR/H+ACMSKsWvWzXZ6VgNBDKAFjZq++7LbR0597ueigEGjiLMeePftMbGCX86AdLJN4ZthGKc8A7CzhilueqHh4IHUVUSekTCBhpw3Fp/aX9YZsb/iypoDznGc+j5Cds2zTTfdPihk1TuBYCPXad7xvwN1nxdpIje09j27C1bc/umHrVqeBAeuYAQcHiZFirirAoxpbeL9CCg5wLAoRoaB4bU/x13c8/koC43LnKRBIWJArjEKIEJAQmKtShBIlb/D+hRSiClhGmQM6HJ5ZsPqeMW09QO8G5r1F9RvKRQ7UGDGfAZC6qp4PSbw5U2BTJ255fMatj0zYtrcnDwYKFTjL9U2z/avSNGj71wIJIOyTuIbzwJL1u+4e/axVOA2OEiBAEHxsaXPg88LEqDhWihc/K6k4iPHIGeTJxUbXRtFpcOmND23evsMocoGL+jCCmprd+wTcXqoov1esdqCbPC9twzW3PVY2CeCgTA4KWDbg+FzyHuRBtQ00eb82zYxGFdoACWkl8cCjU54btfDVEIsMFCTBcxdpF0BC8Kh4EGmtIx4c1B/oyfezaQaFOIYgBEeQBLjxoQmzVnc6Z4h8b+b+V2OAnq9oMBaKEIKAGVI2CUHgbMgyUZSclICFG968aMTIx2etKBXT+Eg3xtVa0w8C94NrjgUgDRVoJuw8cPeT8xa9bA2zV6fIoZ4DvNM8GMIB93AhmYpjlZgJzioqDpJ5kFPWqAIKdtAMmLJ4zahnJncbZwGvVZGpqs/+vgEXrveo9er1+wu4bYu6Hh0zL8pQxYIUEQg8yIN9gLcgCwpRSDO8b8B1AgCUlhEMWHKPHmDYjU+1d+/JLItAIYIewl6o1wCDooUP+wKXD/T8G6WFAcI5wwIcgKxM+ZtlnH3NpCxLnDPvLiofKHAbKufnFlQNjlkKuZIDEvHwDA4IFWjmxPcAmwxun/3GjTfc+uLGze/I9x5sBvEBNor/kwyaUTCGMfy3D+4IcQ8qAIZ95i17p5nPLcoHfEKcQVxQidJXQQXiwJmDpI5EwUEAyjnPgBJw2bXX7+wpVVdeiqBQ7FOBdpCzFAZojUDcA7VgwCErIqSAFD2Vgd/+7u7Ne/d2B3JA5plYgfoa+AB+4Pdg9a2bKOec5/maNWuuH7uYBdZ2eexRpEw2DxkZNs4iAJ05rCax1oBQgujuF8b+j0/O+/++kWxY3wPHcEgqMAkTLKmBigi8h3MI+f4tzam7ivGFMWbNmjWn3DW5XeGtQzAaKAAMEak0FD4/wLZsB19x39RbH5/3Rg8sYJiBjHUvYlMhHz3xoHCMzIZS3ZOujref/KG3NPXbHveg7VcLlEaqEtDusPLNyu2PjfNADKH2Hu+tSeWBtmeW7bl7dJsDiA0EYHhBDhubvfcundi/1/8BB24RMLGGwVXgMyJfATZ3lS8fMWJXlkXZQ0MqCo7ash884NbV8vM8j9n4WZad/8iklZv2WCFD7QidsN1WTQVAFIr1FgKtOA8pcQI2Sdfs2Ud8bvRHP4YtL3flncg9DIihgkzYAQzAE0igkof9D1wRMcZorQX0fbM3PDhpUc7VMGtg78kA+62N9kBtm+FOxdRnN/z65gdnLFmXKzIGAT6wQBXkOXc+q14Sine53jXyDgL3oJgiiORgT0C34P6Ji+ateMnXNtXfzdz3e7772rYMV931xI7uoqcAARSxgU+9WPn/r8BNoHmsUuMMwbjgc2Di4hUPjBlbVjjAKLyoAiHwBxO49ZInIqp7i2u2FK+9b+wOQLMUEyY/9nef6Zw4gw00EIrOAdvYWaDTdFfyPdjx2sr/9meL/48/2/FXn5/y0U9h0ysdoF1ZBgYRpRo6vKkIKSCEZP/ittf8Y+vW+HpniuvvG7PkxTfLBIV4U2Ky3Pg87tcZ9WEeWVfenUN39pg7R46/Y+Qzb3Sj0yNTqbBzCIygIPJc6x3ktRp/641XHgTuwTFGEMlVfABKwHk33L+zEnxVJ1dqcblAEst/P3Dh+Aowfu6KkaPbEgMGXMhz7w7C9X/AgWsAp0HFQa2ws4wi44YHx7649Q0H5NWCslpaxgcVuHVmqSoRMXOW4p6xsx97YYvLFROenvSXf2Uen4oyxBICbNlBwRCjFex5c9znv7bhzz+BTQsxu23Nnxwx+ohvoacDeebEUHAe0sFmr7MOcISyRXG/fu4YaY2vmTmEQEQQ7CzJ2dfft6XCRZsBRjgYet+AS64dSBWh4qksmLJkw4U3jxy/eHOH/1/svXeYVVWaN7rrVBG0wzfz3Xm+57kz97sz97s9t2c6TAdD28FOM93a0ba7p3ums6HNObYNiiJtRAGRoICAGEARBTGhBEVERAHJSWJRFJXOOTut8Ibf/WOdcyigDg5+pYLd77MfnqrinL3X3vtdv/WuN/xelCqd4DyDlIVy5hRV/nKzP/L+BXDfE7HqAU/e5oL1rXbwqIdKAstUy2VilbA9D8f7Pd79pcNTa4orBo58qyVzQOyLOZlqhfn+zAysvTYh33XArTgH1apYEm+BNbvia4ZOcAoPBKKTSkof83uQeHyoEqYrEXWP4YhICdhS4ktHPv5WoohXY/NcxOWyAxhCCoWHduSdWLvxqX/8+pJ+n5LtW7B1W5dvxqZVK476/NL/84vYsdzoW3DOe1tUF7pplHPOFMXexgfvfWh0j9r6QVQ2eG5ly1V3TcoAgCDq5X0DXJDzcSkudzKQAyVgS2LvenTWH25+YMn6YgKUnFplBanY0DnoL4D7PkoqXkFEzgH3z3pp9qI1sYD1iAFcBzKCBx9/9dFnl8aADWyT/sgHXNGwy/CszggZ4ImXVtz18Ashik6sJKHDSqWr9uEGuDXbsLudCyAT7CrFDy7YNO2FpW1LZ9z4nWNm3TkeHhXitDRFqQOdHRM+fuKsv/sSZr+Ekrvp2O9ddvxXs67N9NJzUz72mRGf+DT2rMauDrBkZNryOFj6RqRMvaag3W3bfehg0liBNsI9T7z0wDOL2lMKXp33DXANOPdQsLrYxQZSBiXAyh189Z8mDh8/qyODAVLvGb69vOsvLoX3VwxgxSmQC66+efTmTsmB0M0uEIewIHhwK014Dzuh1GhzEdfcPnFbrBkq2Z9HPuAKVFngCT4RLgluG/fYwnVF5yqVnd77ALjGZIcz4KJbfiszw4Ph37IYeNnteGTaA3/7z5uvnYZttktsJzLEbUOP/9p9H//S8GO/hmJ7FzIsXT3+H77y3D9+CytXxNiDrtbJ//C1Of/zu5ee9O8dazZBxYphsWQTZxPqvTan3atja9DDzFCCaO7RQbhm2EMvrWnpygiw3RhO9zl6azz1RAESTvMyaUaaJLZMYCdaBjLg8Tmv//FP9zwzf3UiFX76vwTN3l8xQEaOVTbvbL9x5P2dElTWhzTF/epQ5TB8/JZYEAN3P/rcIwvWtGZw5IGkx9quIwpwSYW9wBOoTH6PwSWDR++Rai22QoihDIj3dl9iysMCcBFSpkUAeO8DfqmqEHvErRabXtyy9Yo/Pvz3X3hz0GMoA54kLxXd9rTtTWxaoZtXAdaIw9pXx376mEf/789g0asGyW5Osi0xr0iwoQ1dzhVLxDlgOetUX/TU2VuDF5HqkrafkStgIqcGWLxNrx7xyM6uFEjeL8B1EAtDyBWpoxJAEMDDIG9NSwZ4azeGjX1q6NhZyzd3lveWI/8lLez9kQzw0Ny4+a8sm/rs4iKQK8DZgVX/AYIPO/EgoiJ0G+HsQfe0OTjPQMcREzSrEUmKAsqhNAvivPcK75CXyGTA7IVrJz/5Yvs+wbH3lAC4t0SROYWFTfJdk24bfcaXvvviiAlYp4zcg63AiBAcI3ZUAjw2vDL5U/9rwj99Fht2AtbDlYF2oNraa//j3R4/AQ4gUMxJDp21aOk1I+9vBkBpoLVLLDmg7DiT3rO364vfS4Bc0aLKRI0BAuUlQezgn130xk2jH58wfVVC6DLIJXxFBZ44BSwEYhleQ65PhWbXHzF6daSIiktIM+CWu8Zvfmu7KhNQAgShQlVq7dNZ3XuiQYco1jlHBtgjmDpvyT2PzLahjzqVwbkqp6wWKHsXQlC9ddleA9zaPKkaHhXMZU9ecoJNoUXB0HEzlmxo6TjyARdsLUsGAsWrp8++51cXvD5quqwyJLHAE2BVPSxpQj5T7+zK+VP+5R+nffoErN4S244McQbpqrRT3P9g9NoLrjt8gFgVZCW3wI5yPvmZRcOnzQ+eXOecAmmeETRA87st9QBXU4EAanLX5eENsKE5f+L5dVffcMf6HR2hzZrhUOBEjnKTh1xdcTYn5711ztj3IpH4z04kY2xuM7fcdV9XMYWGmtG9gFtx4B62gCseikyQAuvb8uuHT9hRtAkDnEGcQDMvDjAihy/gVmZIDXCVIV6IjU9ymBTY1kVXDh7VxShXvnEkA64T49IiEby4hS+O/dGvpl01CiWIK6lYATuQU8tiQQID7F41+WP/8MDffRLrdzikhNTD5fD77cBqueLv+vgVRKTiiI0hb4HNbeamsdPnLduUh7Z1lEMt4J3wewa4+6OtAgpvHbEROCsmoH9HIuubS1cOvv3OsZN3dCYWcEDsOYcGtiBPGbEJxJghaeQv0ruiQCZ4euHqiVOfq/L5IQ+UAOpIuFrzwKzvhQFxyCIJ4LPcEmCAO8dPm/LkS2VAfOYpD7FrB7hgqWuvzYDe8+H2xFENZfVOQTGnJeD5pRuHT5gRmv7uV8Lf7TgyhIpJ6K+DHKWXnxt0yimDzhnSaQGyUPJsnFoPJ8QgwMCsmvvY//f/zv2nL2P5W+V0j/Wd0Ar5cQ1fAugGTX3Xx+9YPbE1IJ+maaAJX7axdeDox7YUA8WYg6TwqYDfdQcH9tJXVip8qkJghjiyjqyASbz1mcB3OGTAzHmvDLx1xONzFnQ5hCL6xBUZVuEVlOeptw6i3h45C/kRIl4QM0ZMeur11btVwYYUyPSIAVyhLnACskJgxbKNrZffNGqnh2VKTB6oVg15R16EhA8/Cxc98ZuIVvwiKagM3HrPtFdX7coYujcmdqQCrndGNHcZkADc0dWy6akX37P3BV8AACAASURBVLxr9gJ4QOEot5JXKLoCDee2N6b8/d89/LefxLItUAuXh1ac3dNoWCqNcN8Dl6OygDznOUSgsE4cYIEHX1z3p3sfzYE8T6HWm5JC3gO46hFtIZqTYYhlym2AffI+FklyoOhhgG3t5bEPPnbnuClvbNzZbuEgCZuySQisEGbP5PDuB/3+3CQn7Mlw3R33lyyIoJ5UNZMjBnCBhH0X1MI5JjhgxOSZMxatM0DMkqkwYL0JjaCYDj8LF+KDG6EGtaIgAETExgC7LC4dPLrLIXcKfQ9spndXmFNPuSrSVHNXMvBryukFo8Zt2R4zQOKdjxXeWm8NWyN21Wujjv/s3Z/9il28EV5gcsoFsg/gBh31VOnH966Kgpi9eldraRSiZHsYN46aMnP+a+XA5GYNi1W868RdNadKyC5A9RCwIxvCxN57a3MWC3W1luypIAWeX7Rs8LCxU2cvaO4yoc1GYkkBQJxN8e6P/89NDPDGppbbx8/IAO8U6oWNg+xtn14Nmgn8YejDVdjcFAGrLoeCFBt2lAcNndAmSIEyeQKTz8EOKtJ7efG9CrjiuwNuxSNLTOQM8MKKDXdMfNIA5AGOe+2675dQKctMDJSAcirOa6f4yQsXTXl8yZ4EBHWuDHgiSsUXyYAFxRaUM1honAOWIMJ2v9pzz86zc/SuWwQezrNRZfYkAgUycgbqFC0lN+COcW/uzjoUsUDhxb3r9Hr1ANdluYYlQcS5Sl59Z1esIAVlzlpBxrBAe4aps+Zdd9ukl5dvD3Cc+7Bnst50vdvj/3OTHBg3bdbc5W+VJLAj5SKJh9Uqa3YlJwwq8O/Bgn2oQpDUJcS5sAEoTawqJkycMWPxsg4gAUg8xIIshHsxBtCLgOtqmFtDWw+AHCAd3o948Ik5r+8oWbAHuNxr132/JG5VQTNkDxQe6ATU71FccuOUdc0ZAS4vQr1CDKQDeRvBwpcBIwCpIi2iBCQBOASe1ZFYz8ZR/h70gDKwGWdabSVJ0EydhUDJA29sK54z5J6NGWLAs4Mm7/Z4ekRbCMMLBOJssDJYkDsQoJoTpwoiqBXkgpJDJli5TW4e+djIcU/saM0ZsDYXSYB3ffx/bhIzXTTopg6giyBCQAIkDknwnocSU1EIVEGHIeBmGrbkHrBMORQgtGzrunjo3dsyb4DQQJbymK3pRU9n7wXNhFgMa0JSIolZLBOEIdThBR0JLhhwVwnI4Zj9EZSMUE/qEXWvWKXX3TQuAVJ4A5DApIRqjfl7T3tYX3r2oTsgdG+b9cK8EeMnFRkJEAMuiyEewirEzERSLdk8vHzxKSEXPD3/lQFD7nhizsuxoqQoA0ibwbFXSYEU6HCgYMXUkb0W9/5M7z3Le3iL74rUS/hXT+KssGHJBMbDZeSs6tJtyfAps7oQOsByN/KpI0O6s0cGVrNwDJ244YmFzcWKVwHEILGKcm8VRPQm4Ipa1oQ1YclYrEhoSZ/mDsvWdt41+ek2xxbE7A+/Be+QpR7gdiUYdd/j85a8kQGpggFm7V6jfZgDbsiGSUhy4I6x42c8/2IJaDUKFUDyLAldc7LMVMd/eAEuAcWcU0J7SmMmPzJ42Ni1zcUODwIsEwl7dtabzFkCyq7uyv8XwK0AikLYV9mCPENyZsOY8vTiWS+vDERuBLASBa6tI0QO5O0NgLtoHa68aVIMdHkfdEZBxOlhB7iqLOpELUvGYkSo0q8GuVeMf+C5l5Zv62K4DzrgWmDDjvYBfxrRaZCIGjUACR8xgMsAAanjlNFazm++a+zrG7Zm1W4XeZ4TUQAY68h5PtwAN85dcGd1ZZQKXlmx4drbRj705AsbU7RYEEJme6KUZs7a+h2L/wK4NcAFBPACxyAGMi9WMHDo+Lfa8xgoE4e9gvf+sKzh7Vl6TH5npSJwze33LHxzSwpkMB65Z4M6k/cd3G1vAm4Vcyv9ioMilr1JBQOHjNlZhAFyyZn94UcAf8hSH3DLKWPKI3Mfnb3IAASb2SJ674X1nvQMlJaJga40JSBXvNXSPuCmobHAcgWLPYkjr0CSpe+rhXuwBaOcOwIyRtmjPecHH3/20qETX9nc1m7hRIWtSYsAeW/rAWjthR4mC8m7LfX0ucJzQrnAM8SqJh67OvLBd45PgEyRaaVhHxHpYUkL1qMcSFITOEMy0KLVGwYPm5gCRR87xLmJa9lEhxHgorr4Vym1grJSmXXpmq1DRz2UCByQUyYfcMDdUzZZMceAG0dvbytmyBnkSY4UwPVMCjCQk+YKC8x45oV77p8Wkolj4z1giFnloGj7vgEuic9MzkBwRofk4kyxZmfH1bfcNWLK4ztSFBmZF8Aj7/wL4Aapp8+hzahxKYMsU1jGZs95deachTmQKwiw4irT/8gHXINiDgwZft/iNdsyIJEYILGHLeAKhCEMVVV4wJaAuyY9OnfJOgvE1ipI2B+eBJmHJPUU1GuRIbngyReWjr1/ugEISIw9UgA30KEZ673CKbpy54A7x4yf8dzcFEgVCQkBuXe6l8L4fQHceqXh5L01LvcqBGSC2EsiIFYLzH75zUv+NHravOUpUExyiK/rIqhlSvx5AC7U93xARMhRzpDUeweUDYbcPmFna1fqxIkyxFFeKco/ch5Pdz9R9+J6j9gBL7+5cfCwiRkQB6cZu8MOcIOWBrQVhogonCLbkWPA7WN3J7BAlluAhC34iE9TqLsFg3hQ2buEccOt499qNq1FR0eOSwHK5LyIKJA5Dhi2vbVr0NC7l67fYoBEKgURJL7CV3BYAa6G1tekEIIakVAs770n1thhZ8kNmzh9yOgH3mxO2gT12rz/BXBrgBsCShxIgoDNO5M/DZ1ICkPKSgoKTPDAkfR4DoTaCtsOOa9IgcF3TX5tbUfs4JwBiodh0KwKuFQDXKNI3thZvnHUlAwwlaQRYjIfgFLLulswBoknkAEWLt1x0+3TrMD2ng+o9+Qg3gAhIg3RZ8AKPLBw5Ybb7pm0paNogYwoUBmz2MMOcOGFjafcs/EhS1dDnycQCZMLadMvrtxxyfBpw59Z/xfArUgdwA1hQ6c++BOKORYv23b/1HlBe1lJAsORz4D3WaEPSQ6E2gqHCYEFBnhp5Y6Btz1czACI8s7DDnA5h7KIWuuN8SAgU7LIxz609MWVzZ1qDdKUiwp4ox8Ava2mKVacJwqnMIpMBQxJpTVHyQC3j3xoyerWkoAAJ7Asezq7qly0oeAx2JXV077/QNyzxMCDs56dMHVGKrCAFTiGMRAN7jAGvPMxYEVdL9ae15N3kC3gfSV04ByJoL29c+7c+b++7dEZKzvagZTBZAJBWoXagdiTMJDYEIhnYStQDdSj6qAu8MAe+Uk3oVkGgksWyIFKey9RlDNrgRKoXbkLGHH/9De3FAEJPAPe++DQz60J3v9wHJA1eHiJgVLoRUME74WtU5vCgOEpN7ApMOCm8cvWlHMHBsrArlJqVRXifCbqnDOBsfmQDKlerDQDFNal23c0PzLjmZIJ781cfN2EDkFLnhj4XDIF0tiwOfJdCnUAN0mEhD1Sg9wAm1tKVw++uy1H6sQpXnzltSeffd4j0JPDBmK7bhp52AJup0cM3DLynqWrN6WE0MdxztxX5r34SmICyaTTsHenXPhdh6BDBVzVvYBLVaqKPLevbi3eeO8jQyfO2NxpciAxHiCXdoE8e1KgmNqQJ6cAs//AAm7lECCQDPtgB4hizvyXnlm4cLfJS8AuqxcMvLWLEIKr5SQOKSsBbQV6pACuDYCrCiYwsVinNocFwbMxcAZ47uX1t46cEZ5Fm8Pk6bPWbtkmYJbQm0b40Auaeo8P13kVx+r2dJQHDr4rYWTAG1tW3zL28VaPFGhNYwJK5QSKD4JLoTvgVnoXBsQRFhhiAlK4FBh1/6xHnl1lgISxYMmKKY88kZASkBHlno4UwM2ADNhVyq8efMv2tsQC7am8tmrzhMmP5AQGnFqBE7W+FkJ5N+VQAVdkL846R9b6WndQAh5f8NpFQ+56ZMGyGMhJASLng1PloceeWru1pSM1VpB790EF3GolLofunFAPZYgSsHz1+ttH31sEOoElm3bd/dCsOOSx+OBZQppn1b68cqQArq8BbugvrM7DOTgACunMyxlQVvxhyL2rthYzIAb+ePOw1Zu3OmEWy2QAej8BF8qeMhLvBNfccHe7Qadi9CPTZr28sguIAQO8/uaa4MaFHIZ0bYcm1W5a1fyhSistJ5JY652DFZQ5LappTnHxdROaU5SAxWu2jX/o8UxBgCH2Kvs1cDtsAbfsUXIwwAuvLB96z/1tOVJgbXNx9H3TAlOMVU9wnrLq+n94Sa0BaPiViJxzzAxfdnmZgN0p3zlp+qARE1Zsby8rFMidpoSla7YMvHVEDriq1feBBdwKNyYraj5cDpkJl153c7tgD2PoxBmL1u3akYKArc27tzbvLiYhHRvGZETuSAHcblygHLrchka3wSsSe04U7Q4zF6y699G522OUgD/cOqIzJyes8N5l3mXA+wi4IIUznBvgjrEzXt+cb01xxdDRbYIWi42tyfW33f3S4jcEmqUlHI78mIcm+2Vr1mAXSCBKFGjH0SGmQzFtzuphD87ZzVjw5vaRk2cYIDbkRCvLTzfMPWwB11XrCFJg1JQZ46c/t8tgQ4e/7raxHQ45EJNlEKkhNuTfdfKddyaq2r2NMQAVB7FgY03iFYtXb75h7NShU+d2lE3GKHl0MYaMmvjq2q2JIpUPLuDuS0YMZaiHuoycBa66ceSa3djlcPGQe3ZkKAFLV2+4ceiIFes3EZAbB4h3BqAjBXBVK/dLYEIFcBXegdZs2rRszaaiQwzsIVwweMzaLjQTLrp+aLmajcGUk8+AQ64g7b0mkt4rvIVJgcfnvfnovC1Ld+CGcbN3e2wp8VVDRry2egtVnESeTNpb132/pE6Wgqovi7NQjJ0w5e6Jk3c7age2prh06MNz15Ve3ZKMm/5CWVEywhJ6mPfcO/FwEwLaY2+BdoMycP3oB+avbdkDnD/g9jaLDOjIMxeYz9SpHHb8pyGBH5DQ5ozIMXsiZxhETl0CyZXykqUtZTz00robbhv58rL1HR7tgkXrdl07bFwXI/4AW7ih21O1CzKUoQ4wBpQoJkx/8clXWhZv0runvdwFPP3Gqmtvu2vFpu0xwTAMhfoIApsjBnBZRMSrOJAHU+CQVF+ixAHX3Tx8/ENPtBrtAqYt3Dj0kWXNinMHDd1j4QCFeJcCHnrI+bm9B7gOCsoQF9Utfav91gnzJj23fdILzSt3dVw2ZPji1c2dBlZZ4fOsfDiacIcoddtxs4BMbuLY+JnPL7rw2qEzF6/cpZi6pPXWh15+8o3mex+btycLrw3emf3aJ9bSsd/v+9tfNm9tufHm4Y/OnltSlIAVu82Ft9yzsohLbry7OUcKdHlvxOleg/3wEu9tDXNrPwDiFZ6JVax3wWlbtmqBddvbh417eMSUmW+VsN3gpnsenrnwjeSDC7gMy0pcK1xiUbGqaQZfZMxbtvu28S+Pnr5m6vwtzy7fevWwkat3tAc/oQkIyz7PyoA/UgAXxMzshA3IgCqAK74kaSLozPDI7HmX3XDT08vXbiKcP/SZBZs6rrpjXIeHAQTsXQo1CASn7wvgqkDgE+1K4DaX6IIbHzx3yMz753Vd/qdhG9pdXGlkz4wcoA+AhoZk730BF6qAB5sykBLQmWNrF+584PFrRg6ftw0X3DH91gfmj3pkbgo41LgNjwzAZUYp4Ycef/aqIcNGTX16i8WTK3ZcMWrqFbeOX9WSBZq+PJTqhFTrw06E2Qeorf2gymAj0ExRrnRkB5TgSinQ4fHMq+svHDzyqdc2vb6jdPWto9rozw1wYwOfAOt247I/PT5g+NwxM5ZdesvYrZZToN0iC303RAGB+CMJcB0JsRPO4HOQD3FC8R1cNkDGMMDqltbrx08aNHnO2Llt14yeOnDk5BJQdhy26eITSN5rgKuAcanCOi4LjA/FbVrNGK50Vd17bhESaGodAWWPAbeM+O2Ff7x19EO74zzRSi9rDa5PIShVqJe6vZ7wlxDc4G6yNxe96jkF4L1HlcKqnhARAGtt+O5+zrsDbtj1eNSKrMNglEXD7R9UwvDCFUVk7dq1A0ZMu/ymh0+7ePR9jy41QCo+14RhmXJhI2xZLIsl8fvxxYUeEOFnVqoG6/Z3Iodree/DXYd/jfnfBb5SqQTAOccQBllNc0pfePmVG4dPunns01fdOvPXV96z4M1Oi1AiYIA859juU4mwz3zrxXGGUwV9yLIMB9UHC4iE4gdrYTN4JwqHFLkLwXWFSOY4sUAXoRXYodgFbEgxcsbrF90268Jbn5u+mD0JcbUMlOCZGFaRd2ec6n4ojIgIg1lZjCAVdQdJ0gm6Gv41xoS7exvVrXfL1qJK8AYg0LyBRVlYpebDCjPQIHahLi/khSvCdps0Y0hKuGrQnb86+5q7xk/dU8pt/WwQZq6905r+A7WUnv1VF6jmtOwFEwIOFgOoTeegNkT0zp7PfmftHkRhgSFloJz7Z15YcPXA68+4/I47xs+MFakiZ6uwrAmQhahAdyWs/dqj1AVcVlFQ7kqWYoVP86QCuHt7WO+D5N5bVnGiBHQZHf/QEw888cKWNtuWmTy0sCbNjTPGMDm2BsRCTMJexauQsBCDqh16ukkNZMP9oNtLFamrudba8CbyPA+fDCepX1nUc6WNVuMJlWFU773ueQDnXG1gNZ3bmuKJlzZefdOUex+aV3QwkFyyxJZVnIpToWAmV5PNEPru1LjjalSBdRVFtQZbzBwQ/x1IeEqqmiSVLgnhtKl1hm1uEwY5YHeCJRtKt9837+zr7nty4eZSmCBqRBLDwZnbs8ult8YZHqy1NmhF0Jnw9x7FBGJi55hMLnmi1rLAwsETwKH4GlZhW4pds+e9OvOVJZNmPz913pLZS98aPePVwfe+cPo19599/TTrHbFWyj0qkX2nsPu1u+/G7mhUVRgiELWCVOH1ICXFADNba2sg0tnZ+c4eUZAwU/bmzB1o6CggsMg8rCrX5jWBPbxozkDJYPyDsx9+Yv7aLXscwhpSd/zBYEI1RFkHDSt6W+XOlm6UAF7rX6H2imtLUe2ihyTMWj2C+HAYW4mDuWproI5ytnHrzpvunjHpsQVdPqwPovDEKVE5qF9tVXtb6D+YhVuKi46zMG2My0NP2aBIwdCrTSGBBgvXEOekDli3bffuMgUXT8gc5m7WMKrvdf8XXwWyAy1cVO0XZg5mV20J7VG6GzuqWi6XAdRApIf7rd3UvkeNSSiI1qz7OmKMkaoxnqZpDeVD97NNrXbDjnIqyNlzxaSnyoVEangeMiL3Y+qsNqHp2cJF1aIhovB8uk/aQ5LwrPaT2iaRxOfe5UAKtBi8tinb0q5ZuA4bYaMggtSzcHtxnOHr/0WpaIMI1Ht4A2YADKfGkwQLlyVT2GKWzV20YvpzL86av3jm/Ncem/v6ky+vfXLRpgeeWj59wYbcZo4817p/QgVeYLp3Deh+iOYiwlSxcFkTUSf1b7dih1Z/DubCO9gBhPlfk736H5QOutfCFYBhYZxaEalauOpBDlbhFHCKNW+1ticIGX/+oBs8771U7Zua/tfXW3+Ax/9gTpra5EJ1lX3Ha/Z+Jz4wNdMyLFeUeFs7NrbkFsgEHuQ40wq2oQZHAML7OojUBVzPLmqIPvzRD0UNUfihqW+ffkf1L0QN4QhSKBQaGgsNjYUoihoaC41NfaPGvo39Pxw19Iv6/beo4aioT58+H/pQ1FCIGqLwsSiK+jQ2NUZRQxSFk4ejIYoao6hQKIQzh0/WrhJFUd++fQuFQv/+/fv371+zdutJTWtreN3V1fWhD32ooa409ngUmhrDDVY/VGhsKDQVGuudpU+fPmHkf/3Xf33UUUdFUdSvX78oiqI+hcJHP3r03/yPqE//hr5HRYWGxj5NhabGcPeFqLGhobEh6hM19Gko9Gso9GtojKJCFBWqz6cQRYWooTHqNrbKcwpHFEVNTU1RFPXp06d///7hxR9ka3MQ6d+/f3jy4UbCw48aP9zQcFSh0NSnT5+GxkJUKESN/aKP/Pemv/5/or7/PSr0b2pqKjREhYaooTGKGqpaUoiqI6wOt/fG2djY2NjYuM8gDyJNfQuFpj5B6xqjqCmKCo19oj5RIYqiQqGhX9++faNCFDVGfY/+UBR9uKHpI039/4+GPn8VNX00avpvUeHD/f/mH6Kmv4oaglo2Fhr6Njb2KRQKhcao0BhF4eYPOMJUiaI+UVQI77GhEDVEfetqYbeb6tevX0NDwzvzt9QMW6lutuI4/qu/+qs+UVNjQ1NDoSlqLESNhYbGQmNDoU9DIWqMosaooaGhEDU2NjQVCoWoKYr6Rg1R1NTUt0//j0QNRzUc/ddR09FRQ1Ohqa7+h3lam7y1x99NY6tKW4gagnrv/Uy3/6p//v1OHi5X7/P1z1OoHvtIUKSGhobGpr6NTX2jQp+ooSkq9Onz4f8ravhw1HR0VAjKEzX1iQoNlc+HJ1yzGw6yBtQFXBLft3+fjq5OBUiYlTIT14gh97FtKzYghThvOBLjGSFLyBuXNzRGtSmlqs45iCoLCTthJ0zC3X2j3Xeg3f8CoFQqfeQjH3lbwO1+/8HaVdUoirSuoOejtuJVPoT9nsD+Z6lKWOf79u1rrXXOOSBn6+FzyhTiSZhVBEJctXDDrnOvhdvdk1szcutZCrV5lSTJRz7ykTR9h4l31tqjjz46bAVqWwoAgZmInLKvpK85iIGmAsNw1T0yERGRaN0sjt4aZ5ZlH/3oR4vFIvb14tV7LxULlxnqHZwJhHUEwENAPmy2rJFEARWAwS6YvbAEAjrKadT/aMACwf+zT2F33Z5gdVwKdcfpHKpwmSTJ0UcfLSIHj1XUk5qxXPt6FEWhBL+6sxQBh2CRB1NY+Cp2njA8ISdjlSEKKxX2W89E5A6i/9baxsbG/QbT7SPdC4V80BoREnU9OqDqza8gjY2NYcN0kK/UO1OP84j83v1WxZ8LMGAIOcEJnHoFsRiAnM2Z+aijjsqyrOblOPjLqgu4jmyhqVEBT2Ks9+wU3kuse4NYQsI1xBSoI++ZmFkE3rMqmFXUARQ1RM6Z4CsIbNzBB8YqwYfLKt19owe6FFS1pkC1JSU86x6lNrGlW31RoVCo9/lwLwceh+pSAELLr8p6ECAeADGMyxXGU6Lwznj2ogwmw2SYHJEjosp1WWvhsu4Hia/g8l4nIFUPOfD5vLPdVvi6qoYXESysEL8GQa1na5gMiSV4641CSNj7ytiYQ1+Wnl0KvT7OMFTv/UGUAT25FAhhMlkI8owMeYa1mjpHPgcYedmIVSicI+eZgaghAnLACFshFlIhFvZMpueQGeuhuhQAEFFNacM91pT5vy7SLYpQQ5AoisCAQBRexYNIrLBRSq2yEyUP9hBSFuuRO8Sw8Bmlmck9pd5Wmjv4uo/aWquqURQRkfc+lPOFO9qrq5W+MFbUdl+0enIv9PBwmNk5F+KuYX4d/NX/Fx9Y5ajyw1XAR0N0VIgrHiTPhjj3lAMVb0YNVbqHyuvJQXy4FDVEaeasUwWSLM5dyWup2wegFVYlJWjgsEB40xXnJINF2HiXNhaiMESBVgBXVFk8kyFvyHumg1u46BaXLBQKRPS2Rm6ImIUzGGPiOC4UCnW96PA9Hodq4XYfVZ7n4WU450K6lPiySduhlVgwGVvJZVQXFC50Tddqfti+4Zce08X2+p6cc3EcA2hoaGDmd2Y8EtGHPvQh7OuNMsYoRITEebCCGUwKR2qIyqq5qKv0gNCai75OnnLvjbNv375hnDUlCeHKHsWELAXvha1Rk8KFLAWQhcA7OAjB+hAfry4T6sSlFgrvWYHGpr5ACmRQvzdurCx8EIJ5i1qMHk6RAXQQ/XEubIdgrU3TNADufg7Z/7rUrK0wd/r169fdwiV4gVPNIamv0LFUaSnhGTkhAUGsOkcMcWo9m1C6XW/8YTVtamqqbStRQf/aQVUvrQc8E5iZxYrmormoE5GD7AC6+3Cdc01NTbWLHpLUM1wAUSFhHy4RQqOexFqvWqOpcqIOCAQdtJ8ZV9PzHuUgPlxTaGpkgbFCDAEzUkYlnFKL3fuqiVppzcLsXEgNJpelEIbk4KwhiqBela13nqRWwcoqwUBmlRqQHThbtFtFprW2ZtocxHqvGU3e+9r91754oHDFRb7/UbvTCizXMjTqS3ed6Nu3b1gkJHQ3VaMUQ8kmBl4hXKWFyQJLk8JWoapnwK27FarOSe/9gU6lQ5IoimomQ81yNL4MdWEPCuPVWoSNFZegscKxirFscmYX8L9nC7cXx9nY2Fjzb2ZZdnBUciHHhkjFObgc5DUEcz0ITCEXKUt9CRIYywnOQeCyHIo8twpEUZNoSSQRNnsDv0JMbt9Ok91zeYyqasVfZBVZcCnUE63aB+Hnmv4cqtSmhnNuH/0XQCEKgno40kwkUYod4ARMYA/2xGIJmUccQt5E5NnklFpKhY36ukMK12poaAi/1gKk3cvfa7ClcNWlyAP5PilidaSW6xl+DRc6CMD9l6Vm4ZIKVe1cEBFxqLyrrMCABQyxEanU5gdzvjvOHkQV6wKQgURNBc8OIGbPAitICUCLL62BWhhkQJIi17Kg0ypKptLgKNR3QhlagdaoIQprhVbT3Cwkh0e6G23NnUAp7P0B1RxAnDEBiU8Y1nsbJqxWQ5PdnzKBGegsx6ljAooJE9CZasaZZ1dZyj2gYCDq3wSGEBRIM8fMLi8CZcmbkQFkdxPvAYAu+DRXJDksEpABAw6chpFTRmVUnRXh4QZ7sHuIWffdNYd6X0tImCwyIOGsCB8IDW0XUPRAeT3y1S2KFgjgmfLgJ4IijRMovDMksXXBwQqiYKew00rnBRVS1UKhELZCxApkkBRsACFWR9PR2gAAIABJREFUB7Q7joE0mNZCRA7iwQzn4Aj7bmP3qrIgLPYMyyFMLZU4t3OGQRaWQFlgUVCgAqPC5AAhk4rLoVQbp4g0NDTU6J8PeZyihahBAQKsMgMcYEwFSpLFEC8+Y2bDsABI1TLDJkisE+eV4B3lSS6qmsIaWAdxABgqVCEoVFT2ahBWauhbqOACGZWwnnjONg069+vjn9tUdB5UPPe0n10y4MISYBwgKSeWTMoqZWOs+twHnaw7IevpT1j2g6UjHuwrOwkGYkMEZA5OYAEDZ5FlXOGPJw7wilQR9ekDtVBiqaUGJUi3/PH873/iK9/9+Ge/9onP/f19999cLKUMGGfBAHeyWAvkCk+ACpHL3s7irnml9t6L68jQ/uMLrpn63BLLmzTfev65g35zyU0We+CKyB0sdkMskAKo72Kq93xqEFzzpXYzrvdH5IOuzVTnqCsNDQ0HudZ+8jaAS1JpasQqTpEJTL7j+ktO+fSnPnHcsV/52Kf+5d77pnWBTL7jG9869d77Hs69MMSzUXhA0qRcD3AdhCCwewb+9ufTFr68K1cAp5919sUX/75cLp/8vZ/efc9EgiSuCIjy3ke8H+Aq0sx2KizDO/U5exeqXyAKOGPhGQJynoSjpgJERaCBZgMAbNy+acDlv/nCp0845oQvf/ob37x59Egg8Unn97//s1tHTXaIRTLkDAuLsCH0YZ84ceLEY489dvTo0ah6PLuvcvspRGq6sizTMDiRrs72Cy646tHpLwLlrNz668uu/M0Vg7W8/Scnf37YpKklUCjW9s6wp/Dg2NOK5W8c94VPHXvcZ77+9W++9tpKZngFQziAQ6ViFU1NTQpUVma40AinWCw7RnNnesuY+x6e8+LuTOPQddULSyUrDtUVuwftqQAuMTyDKoAbtp+qDLHqCZRTpsrO5rUzCHthD/FQYpsBIuyhDKCxsfGdj7MO4CrlYuNBf7jsM//0v0449nOf+9wxw0eNSwW2swzjHaypphyVKWFIWMxi2FjTjMgBsAKIqQGuoga4UZ+GiquRbABcgdNs/aDzTnzw6dU58PDU+3/6s+85lDOlNAVIoOTyTmehisTsIc2yDFTfZV13wa76ZAPtN0C5iQEqm8wBG7a13DZi3IxnFpScxsoGYhnes3cG3oBt4LVq6n8UNGxNQGGfpjGyzX887zv3P/9mzMjttm9/95/nv/J6yYEAHwu0mGalsocF0sxBidm/rYOjB8DVYuo7fn/FNQ/MeAbIZz364C9/eXZrDkIrkg4GYNGlQkQxAHfIgNtdY2t4Gqz7Wt1H2Eg55w5HwLXgqE8DCUMR0lG9SqaEeNmA808aM3/HJgBtG8466Z8mPz9nF0CCJIdXBKNY1AnXNLZHwAWBUN5+/Zn/8eD8eR2CJ2c/+5Of/8L7LgChZ4QR4tC9Q/c+4v0AN3Bdt7d3Oq/Nu7uGjRw/86kFqYUD4twxqwqxNWFljhqiyqkArWy7criW83530pQ5GzqY0bXqh1/82KR5r2wHbAZQiRBbV0bC6KJd0N2AyVOwO++888aMGXPzzTffcccdNb9t9+3bfgpBAASu1A5uh28G/MWXD58ybSek9bnHH/zmL3+3ReDiNqDYbgIxuc2zUgAX9kjjzOTppZdc4KjkfHr//Q/88pdnGIM4d+U8Zvgq2kqe51EUBSAThYqFVnbHgaFk866OSY89OWDIyKWrtjnAB7sJIjaFT1EXcBUaqqscwQs0WLjsoRIMbRAo80nYcxnra09DhbwzUCKTBq0AJMuyME5fCU0e4jjrWbhIxXVdfM5vnprxEFRKxexb3/npjKcWIcs0jjP4BOyy1OdZAkrFu9hBEYM6XExAygoGi82hrqq+YTtJ4qOmKIA9vA+Ay0g1X3n9+cfPnLl0wdI3j/nWSdtLe4zsBBV/fupvJ94347gv/PMJX/z4mBGPLlvc8tlj/seXvvqPd496OKvvJKgPKJ7FhNxP0kxhFdZLqqhkB+1sKd4zYepNd4xZsmJjprDehBBn8OmBnBjTv6lPqLlzEnZ9Ao2RbvzjeSffOeu1Tg+4rX8a8vvfX3llM+EHP/v1w/c+cMJn/uGLXzrurIuvak8lyz3bDKC0ftCsAisHAi7vsSY+59zTFi5cuHDe6mM+97WOrvacmUs7zv/pD4eMmfD5407+xKc+Ofz6G3d5MVQXsw4CuNbamiOxtseXallEnuchcQhvE6R9nwDXg6M+DczV4JwqwVsYdK0YdM5XxyxsfdUpTMvkIb/67ZChOxlnn3XF008vUMB7a2wi6tCtVC6KCpXTBMCtVBZ65FsHnf7jic89O3f5pi9+5RstnYmizOzPPOuymU8tMCKGM4DCmtoj4FY2TgJVsGLTluLD0+cPumnsqys3272PqhJ8LEQNAImIdcoCmxu4ImT3tRf/eOwTrzYDKK2fdttVvx5065tlDLjo6idnPcboYqRoKZ/+rz/ZCFluS2BoHAfP2p133jlu3DhVDS+7e0bEfgrBlcqBDLKbzEZybb/5xbnPP7319UXzv/DpT27J/W4Avu3is3/64KyFOeB9ybv033/ys7bdXWQrvkLAk8RZXtq+feeJJ36rtbXEFaeKB8Q7E8LH/fv3D0CmAMSCLHITnlJwrXRmdtX69puHThx5z8M7d8ei8M5Ac0iCtwFcrtLZMUTBofgZznPmPEMspdZ2AEmwW1FVbmFPvtIAzdncOwOgX79+73ycdQDX5ruVOi674HfPz54OFfK4/c4J515yoxY7TvvxKXdPmfSxL33hxGM/c+9dw15eveqzX/nKvx77heE33xK4PmLPiXNgOJ9lKlZ1f8BtjAiAQj0JBwu3jHz59ed9buzQ+7/6vZ/OXrm5AxDsQLb93778/R///Or2dF1nee2/fOw7F59+R5K8sWXH/BNP/HlLW90JWRdQ1AMkQgIONVmxTa0ywlqryHNlxaq1u2+5Y9Iddz24rS1xAAPO5uoNlNiahigKhns3wC0h3TDwvG+PW7JhTw7kncNuu2rQmJu3Asd987u//f7psLvf2rL+lP/47QuLlolCvWGx+dt19DgQcInb4OX8008dOXTwSV89d9XKOHGdjsso7v7Pr5xw8rmXtBjs2rzuZ1/4ypIde+L6Z673fGoFpd2Lm4J7obs9+7a+/m7Bvf2OutJbgOujPg2VFB+BKhOMRRnZumtOP2HMwtYVAMrbHrzld1eNm9IsuOCcq5984nlnKkRtCi9CRG5fwA2RH2INyQ8e5XXXnvb9O6c+eNxJ//7mmi0WYGkXod+dftHz85c6RWzKgA89snoGXEiWxgokxgaHdpuRpeu3/fH2cXdMmL5qe4cBUoYnYU/9GgsK55koMHR4ApeRbbrirG/cP291M2C2v/7YnQMvHjFuE+HC3507+4nHPO0BUjQXL/vJGStcsgYGArCEhztw4MBhw4ahm1eo/grcDCS+EhcQoHPQpT9/4M6rvv6vP92yfkcMdDoDt+7Ks06aNue1PQrV2Lv033/yH8UOIx4mJe+M97EgdT5dv37jr3/9+zzXYpIzxKN7M0dEURTwzlgf+qUQkGRwglzRXOIYaMlRAma8tOnKWyc/+PQre/IAH4y6gMtVwNUK4GrFUSBcoW0O3MxACunKjQsbmtpWjit74X3GGdA2N+6Qx1nPpcCdQPnyC0975ompUHEWf7plzNCRDyHu+OGXjjn192etT82eTSu/940TvvWLX+9KTcfa9b885dQVzTtiVDrA264iiT0QcD27qDHygKqyp8DTIygjWz743M9+/diTv/Pvp20i7FSX6wZI8/f/7T+Xr4TH1sRu/M8f/uGNBR3AxnK+7NRTL1zyet1q3YP4cIUrXvvcI6h6puiyJQsflso2QhkoAc8t237RLVOmPLdicwcbwGklmbTxqH4Kr9XGoABBO5CsHnTuN4e+sKDTINlePPkbX3xx8/Pb0fmDn5+x6cUuzZoB/+Nf/u6xp+ca68km1iVWDxlwgTRt77p54DknHvPxX506oG0PLEzMZbTuOOOrJzz11q6VnUCy+/pf/HzMsy+21Yesg1i43SVsOkNeY9DkkJoW8lgOionvE+ASXKGpobJPJUCZEVu0I11x7YXfGbewZYOguHHJ77/98VmvL93GOPt3l8yeMUesahVwQ9L+AYBLIeNEBc6ncOsH/Pak//ml40/6xfmxRclD0W5scu75f5g2fS4BpazIFX9az4DLFLLTkAMJ0JyhDHQBbcDs5TuuHv7ApKde3RHDAAo0RpHCWm+CC5INgUvI1w0472vjnl+5B3Cta3/w5U8/v3HrJsal51710uzZwq1Agp17TvvOz5a2tjQDxMjTCkvFyJEjb7nlltpDC0mI4ef9FYJ3AFksKANlmDTd+Icz//WHn+r3o59dEnf4GOwQo7jguou/ff9TL29zAJJyqf3Hp/xsz64UBJspIAFwRe0ZZ/z+iSeedaG9XR7XAJfJVZITgfaOrusG3XD6wNt/P3Domdfcds6AoWdeddtvr7rl/JvG/OSS68+8cdJPrx7z8+sm/mzQxFOuGHH16EdfWt/SeTAfrodytSRUBR4w0Czu2gFYZp/lvmKpZl3QhAHLFf+s976i99UkR/I2ZCmEcV573fWHPM56LgUpqy9eedGZc5+eIc627Gr/xrd+9PqqnSi1/urfvvTC6vW7AL97w+mnnvT08rVdADravn/i1199a8seRluaMwDvFD4ALkvVh6scANeABI7JsIAA1RjJihvPOebRGS/+4pzLzxlw264s9tjqaNcPvnP68jeQ0puM5h9957ylC1udbEzs+pNOOm3J4mK9eXcQwHUGqugs8vU33X3Whddeeu0d51998wXXjjntyjvPGnj37/446j+uHPmLP0764SUTfn3DzFMvv+cH5902eOwTy7d2lRkuRGUaI4FnIA8Vu/CQNiQrB53z1b/9+r9+8pivf+VT335mxswUm7fp+m9999dbFgPoMLZ05oWXPTVvUTlOQy5XbN8mk68nHy75PDn3rH+f/tC9Ay8ZcuF512ZAK5zfuvbq733z6S0tOwDZveLW3/98yusr298R4JZKpWDAMnON4iD8V57nIaoW/u2lauCK9JaFaxsaI6lEOqHiGGWLVpU9l5/xzU9+4p++9MVvfPKY4x565KkYgLZdcf7A559cwEbAFa9Hhd1qH8ANGSGWkSpBNUf25pBzvz9hztO/umjw+ZcOKjJYW3MTn37mpc/MecMQGBIn7ZVkxp4A1zOuuPqmsy689uIBt1943fAzrxn6swtuOOeGMb+4dsQvBo760aXDT7lg6A2jZ67Y0m5V+/WLGHnmc+cgBDgBdSJecdWZx37uC1/4+88f/zf/cuKTr7xhuV3MnvPPvvLRx1+f8djYz33877533BeO+8fPfP6L3/jnE796w7DhqVQyggcMGHDfffehG3NVXYUgdsYTUOLYoB1ov/a8M1579MlLLhpwzSWXt1G5jDKyRddefPLUpxZNe3rx5z7/seOP++znP3P8MZ/5+mc/+bVRd01gciIJSTxs+G2XXHKZCIgQ5y5YuMI+5CeFi4bH3lUs7wG2W7QxikAMNOfY6dEJrC5jF/BqJwZPX3TlvbOfX9dRBjoNUBdwrQpx9RWyOtUUWgbagLKxsQLE8E6hBMo6yykDhjT47sPZrLVMTtjvN87OrtIhj7N+0Axqzzntl1865tMnfvH4448/4ZHHnzIAWrdeeOq35qzZvBlAvP3n/3b8/E0tuxzQsuN3Pzhl7so1uxws4NTD29zFOTQArrKwJygHH26OlJARp8EtBk5QXvWns06Y+NRrHRZf/+Ypc1+aV8LmNtfy/R+cu/JVAdZk6dYfn3LmxvVdmd/ptPWUH5zx+sv1OT3q6I8yQv4sAe0pdRF2Z2hntHsUgWZvW4Gt0C3ABuDVIm59ZMnt0xY+t2x7rCDAkRd1H/pwPwITkEk3wI3fHHTOVyY/vTipsISKwboOt+nkb/9m9Us5eI+xpd9ffOn0p+ZY7wCb5SU6qMWHHgE3ZdbkvEvPXTB/Tta+9UcnnTzj+aVbABS3XfDlTz+zedcGD5jV159+8q1z5rXXdxEfPKgoIgFSQ6J3+EvIkEvTNBTdHHzk70B6C3DzhsaIXSWtSsURugx2gXZccd4pz82eAYcUsA6EPHctF51xxQsz58MDKiFo5tnx/j5cr4HLDqk4ABZdr95w1smT583ZafHN7/znI0+/5GiXqDvrnCtnzl6ce2Q+ByxzijqA64BO4wzQoWhl7FTsBDYS1gGLi7j5sTevvW/xC2tNpyJXRIUo9V0MUQX7kHnYBbv6hgu//Pgzc1LFdsU2BdCptvWCCwfNmb2CuRm2E2nym5/+qn1X2QJFoAgGQES33357cCnUmHTqr8CiVe+kS7vgzYWnXThvxhLfseenJ3314fkzd8NQ+tpFZ33zyTmvxSlYOoXNj0/5j85WdikgMHkK5Dffet1PfvrDPLeqCBauU28401rOtki/fv08SW6cAhmsg1NQlpcBUpDhLNUshd4368kr7xw19eUVu4E0sJrqQdLCDgTcGOhkeuucs3884b7R5Ti94IIrRgwfTcZeduF5l1/9x1JqGAhp185z2N+FcQp7Zu7bt6/z/A7HWQ9wvYM3F5995vNPPgF4ay0BqQDt2371tc+9uKVlPYCWVWee+s1n125vA9C265cnf3fB+s2toYbM5WBPakKjNmLdD3AzlAkxSUziCQBnKK8bcuaXx8xZkQDLXl5+4gnHtrr/v71vDbKsus7b99WPaaQywflBxUkl+WG57KQCdkVJqYjKiiOsioyEbI0sg10xBQzMTM9DjBGogl2pRIKkDEGBAoEQFTsvGRQ5eIwQ4SE5BUgaE9Bg8RyCkRjm2a977zlnv9Ze+8uPdc7u0z19u6eHnhmavl/dmrpz+95z9t5n72+vvfba33rtIE1d/PGtLz9DwIveHbnkkt/a99yrfT9FyC7+lc+88uyqw8IiW8D7YGQxVwBTjB6q88eABXfhj0d+6OlnJ//t7X/6l2++2kcfKGSvIhKCG1WqTrgRDnwU2Q//zbUXfeORFzMPnQVEZ9yLxh79xEevOvCcBaat6125Y9f/evTJEBnRANaulCJrCcI1CMg+e81VX//Gg8D/+6t9j13w4c9+vwDPvv75j/zS3r964yCA3ve/NHnJnfv25SvFKZ/YPsKz0mnzPL/hhhtuvvlmAFu2bLnvvvustVu3bv3c5z6HhTvba4K1IVxEKFWdkgIDREEDHtC/e8Xljz76KCJCiIAPsRsxfc2W7d96+H+L7mc6iOicizEQuU6nVV0KWltmFBLn3/3R7l2/8T8fe+ZYwI9eeOKTF/ytl2coj9hy9bb/8/iTxrgAlJltMX9IVymV/DIA9fOej6xDkLCtDJgm/PdHv/MHt9/9jceerE4UhABWDQVQZNG6Nd7MAjmQX3Plb37z209JosA89CJ0XnR37/i9P//m47HwVDi24ZKP/9psd86y08FaBBEN+OIXv3j33XfXw29R+Y9k2dJut+WNZcB7ZF2rj+dwM4iX/fb2v/jmszBvPPfCQxd+6FeOH2XQ29dPXv7Ag08cBYA5b2Z//ROX9Gdy8RYA+j/8+89f/ps7p44ZALmZjdC564tmRelgCSG1j6ziC1gCZUWX2BsKBsgintj3w9+/+a6HHvveoWntIihUZ4EihRDa7XbSUqjt6i7t23LOXHPN1ffff1+/3921a8edd/4na/WuXTt2f/7zufcEFM4GgNg7srH6FZGLMSilYgzMFIIHwIw814jIM4uIPHNPP7XvCzffe9efPemLUu4a2hcwCHpQOWWf5KqrrnrooYfkT6WfZ276kk9+4i8OvNKlAjOH/tXFH/n+Ky/vAzB14Dd+7Z8/8/L+Yxw8oiv61uoMqXeV3bjWsJQCszxpwBvb37lr6yOPPCKL2VtuueWKK644fvz4xz72sZdeekk2VD/1qU89//zzAIwxl1566f79+wcOu0rZTp5mu91eZJSlzXfpgRbouRAATXjimRdv/NI9/2Xvd49yuU0vfS91zkajMaj8e/fulSEmS7d+v79582Ypp7X2+uuvf+CBB2J1/mh5O9F732630xBIMTy9Xu+666578MEH5Rnddtttn/70p6empjZv3vzss89KObdu3frwww+nGLglseT4SmI9AObm5m688cZbbrkFwJVXXvnVr35VCHfXrl3yONaWcBeFpg1WpASWIVwOUKopFTemoGACG2P7xs3u2r197969RlMIMbCN6FOc2rVzz4MP/KkEXUk+6rSpFYKXwxgA+v0cgHM0G/NIOj+6/19/4ar/sfc7xzysOfQnt9300csuP17Qlqt3PPHtJ723jqz1zmqqnzCRGpa1imXwWTcvHNDzeOL7z9108+0Pfvu7b073DdAjns3zADCCaiiAvSvIy+RhyczOHn/zpht37H3ie1O5mzU5wXaz4xTMtmt3/Nk3vi2b5rpX/M7lv33k2FHLzoGK6LZv3/7BD37wwgsv/MAHPnDRRRfJ8A6VwKsotok7VUpengT0BpzP+O5bRXbTH/zh43/yNMxPXHjzD++45/LLtpne69dtvWzvt54+AgA9nR2/7DObjx48BobXxRsHXrj4X/zjX7rgoxd96Fd//uf/wYc/8qGvP/ifTSgCYKlsGZGslrOG5QmljGEiSOIkMDPb/crdX7vnrj967eDMjJbgPNlGdBws+wK1+Wxhvxy0mcAxhqLIhEblnKH39ni3S0BB5CNL44dIPpRf0DqPMTSbCmBjCoCFKgEgwrt45PD03Xfdd+cd9/z48OHAsICzEQzvIqqU3APKiSzLbrrppocffrh+sBXd6Ut//ZPfef65APZHfnz1pR//3v4fvgLg+Bu/81ufeHTfUzOIubcm6wOcx3JT1BhTV/BptVpSXyIX4T3pQncB389m6nKoomBbt7lkYpDvnIzukqjme+/Hx8dRMzVQI1zRKLDaWbCZnfuvt3/1K3f+8dtvzCCgh4GEO6j88w1VuT7r2/2zs7Pp7isq6dS7vQwEEVUAMDU1ldqk1+vJd44cOZIap9/vL3+LQeMrcbR0+3ojS6XS4b3lC79aMLMcLz4Z8xYrWrjyc61zgDwVQlKeNIBeV6pExk0Dc5Pbdz/+2He9i85RCFGiMUII3luAJybGUfNVG+MKIFgDnunN/MQABQBodA/10Z/Vduf2m/78occDG0JX9JwAJF/4fHArESIXva6IMBw5On3XPfd/7Y+//vIbB/sODnARhQteJgCmhlIxBkkvGtkimuC6gM67h+T7BGjKA3Rgu3Ny16Pf+g58NH0NRpHlEQjgzObiw0o9Ms2ZqWOlym7atEnsAscRzsEZRNPlLAeOHs2RA9lBYDpzLgQAc9uu+OzDjz41CyD2AGvzDAzTt4gMWKAfHCQmJzddS/0A39dFqJ60qBZJ+3jvvfea4U1E38EzrGOKL+x/1Xs5GwIPGArWG44OMHLMTyklEgfyBCv9IFry1e93y/264GMMQrsAE6BDsIED4CilqxAJVNY6l2lYbGTvxUcP50jrUpHu+ed+xAHIPSwCECM0ow8JEaFB5UyUl0z+MvqSCutNAMABpFHMRaAPwM7NTR8qgNlIEkvhvRfCTYfCmbkoCvHVAAjBe2+JHEDW5c7LVhKstSJ7nwae7IynxASoDfsl5B6YJaopxphUlUWc5cQzNcmS8pRFGFj98gsvHermFih6fZCuR0QtJNyly1+eXAe01umwluhUJH+o0GUiuCUhv920aVN9vMtZg6Io5JM8zxfZgESUBpEUYND1B40vuaw0OCqSTdXP81xaXv6V+WytkASqUIuOWJpUl7dwR0fHqx8zQIXucrTGdrXpM5ci+YEtkB+fOfCrF3/8wGt/XfkZ6tM7W6trvu3y5YDgCdQHl1l5mBlBF3h7qjfzmU9v/csfvAxoQ28Td40OdS5rNpvzcyAzGNGTt5T3i9cPvDk7l4vjOC+8swyAXHnsva1UNX9yZBfZmnyGbA+xICCzZANFEEWTF93Nmzf/4HvPkvZsQzrc7YPTZDxInnev15OSJDsoDYayfStdAuFjeEu+mPP9HlOMQAGEzPtZD5sXXbje5kv+5bP7X5wBAMnDzKIrBnAgDRSo8k8wvGftog2ADZyWvSGEpFkHCUMOgAsg4uAN0AuwwoYxEmJ5sB4Sl6WTKEzd2JGGHvQqiizRqLyxVufW+YiAUoZNGFn+JBIhzNRsKjFvgbLF5mWfIowmRBwDpoHIMA4asIEccnB3UDnr0hkydMvPJYjLUcwLBAKTzQt4IO8B3oC7wYbIZKy1NmefFoYiIiM3qi+tqsmDOLp+NptW2XVSSL6mFJyEhTurSyKVmZmbzWayUpc0cgEP6/PCdKOcP8ec1+Aywn8A4S5RftQmCdQDS6oaJXMHK9lxdbUTuUgyR+pfE7kvIqon4ymKYnkLeuD4qookdxTylc7Albsp1mRulrnFaqGUEqdWquAy1x+sFsZoNttFYbTWAGvTF3eP6JkIf+nCO2f+7/NP/bNf/kdfuPH3deFFVwnV2jaEQOS8t+Pjo8mBK5OQITCTL/rBmkJbTTAe3pkXXn7kgl/8h9ft+ZIjGD9XuLcAnY6ey/mCTqcjtQohgEL0BMkzFRE8I4JcsNpVx9oA0VajMNbuRMA5AqB1zsECPpIGa+s4AoXRIdIP9j39yx+56OqrrwTKC3ofRMYlxhDBxunUHeszgcycocrrY60dHx+XXgUwvEckCsaBe8FGwHcdPLHTNsy8+NIzF/7CL3zh924kYBYgXwAUmYInRMxMHwfImr6IfXjvQ3Q+GE2mDICtrANrbWKiEEIGNuwifD+fs6IVQEAXNX0VinDpFBNqLuCFZshAwhUnLDPFGJwzJbEGDiKa4UXg1XlvESVMm63VzplOp4UqpaMkreAymMGz7C5ahjtGxRHAB+vggSwHckJvcDnLBUfTa1kbAAAO9klEQVT9Q2OMBYwpYA0Cw0dvHbyHdwgwppjzfQcicuw8gILK2as8tcEsJlir1RKBKHn61WxBnrTIcaXVa+LEZKvK4oNruUuWhPxJ2KHb7Y6MjEj/WUQTyUaGjxI+HSNsP3oTRY6g7tNf6MNduvxya8lREmqJqRbFUYmbYhkfrpR2fHw8ZVSTe8nQiJWcnta6XtN05cXz7gkYNL7SdbIsS3ObGEDpsqjlwlkrdLvdpOgmNVpebGjlTTMA1mqOsgAV2Up2lkVKwzkDaIozM9M9IbjKqE+53jzAUqbUjhLSxNHFwGAA1pGVcG6X/wSgmZ4noLBzgeeM7otLISlXnXjAHECp7hhT4CQQ2GuTPiQXWo22J3hCLFfc5WE0DoarW8hqK8ZAbHPdCyFa67UuY02s1SjzbJdIfTr1Uflc2r1mE3H0LnqX68yBsyBhOSHKCUwcN+YNeLBHFsxsjMkkTF7R+j4VKroM1a6UmCH1m0qpZuAsvKjGGPAUihxkopHrS2VF+1nkKOs/F8uuYoeBbOu9FcM2BF85ZK2xvjxCJj8OHuBAjpmcM9KM4lJIXsUqpe688lmMwPt+5tW/97PovuT5eCBtwdCcDy4nV6E/Ms7TOJQDh073UOnSuaKP2HO6FCq0rAEunVdV66Ury8WVUsJdMmcDkD0o6Q+y/Z1ck/VMRdba5Eyo60meiEWTR/1RLvqVfCILE58jAIeBY+DMWIQFhJvQaDSWKf+i64sHQPwb4papG4nLl1+KnaiHK/+muLnSJ0ktV87dJupcZkk+eHxB3D4AFtm28itjTOpXa8u54tpC1YDLFB7LaSmYcO655wnRiLun25sCPIVSDspZVLoEBZAhIhBkO0MeZ1UrzvP+pk1jXLr5hYVjIERYAMEQ4jRgHTBFFuTz7hyBe14Ej9hqAs/vG+R5fs455yQbQXvSniLgA8UYhaRiDOysF6HIiLSol+g0eXkfiAgxRHbeFYjBGYtYGs6z3ZkI8qwLXUqdip9ehFcik1xTzKu0Sy5WDCrXIRFNTEyUq93g2FnE4AMRYNiF4KM3pecYh4Ef+xxk4eCzyn53TmSASLycsoS0Lg/BG2d9oABkRofKpQYgy7KJiYl5G4EIjlFEMHJYiwzxCOxBpIaAPEREgDjkeX7++ecfPnw49YSqdgNfYqKK61bavyiyCIhiWWnaMAFM3ibV0SzrnXPOpnLyqA5EoBbgaa2PEVDn/+S8n0P+doTNOM4AyJFFP6icQkOJteVBeO/BsFYH2L7JYkTWC4DX9LYPmMtN4TPPOUC+cEQcajZdWioWRdFqtaRvi9+MiGqp1+cX4HVpULFwuXKPrriYTfuuWZb1+/33ve99qKj8xN/GGLvwIJigI3LMvo3uIUCjn/TWFwz+RqMxqPyoYldDCJJHI9FloiepS/KTDoLWemJiQlgvDQcJg011TAmJhRnlGS05SZzYPlhyfNUqW/cdp8/TU6gbvO8ceZ6fd955RVHEWoK1ZTKbrWDhjo9PKKVarUa7o5otJf8qpRpqpKHGWs2xRqOhGmpsk1KqPToyoVS71epIpqB6AiJJFtRslnmERkbGWs0x1VSt9khLNTst1Wgq1RxX4+2fUmPjrZZqKzWmVLvVUJ2JsfOUGldVLixJFIbkF0e11c5BBGQ96SQ5EWPwviQmAlqjY0p1lOoo1W62OpJ/rNlQraZqKzXaajaUGu2MtdttSSnWGlHNkdFmq6NUUzJ9jY60G0qNd9plpjKlUhKzdrvdbrfTfxehrVRLqZF2pz3SkVxKnZFGu6Fa6v2j6m+MjavRcTWqfqrd+Gk1qlSnbMNWqzE61lIN1SxTYzVVQ3VGVLuj2iOdVntEtVvtsVHVni+JtM+8JeI5Aj3gCBDh8dbB/X/7Aqi/y85LUHBdzUcGtFJqYkKee0spNTo62mw2U/K0Ra9Op6VUmVRN3rdajVaroVSz1R5ptTpKqU1j45KYbWJ0pNFQ7XZTKTU2NiIWrlhYSaocmBe9jBHANIKOADKRRQQIBm5wORudTidlpkp9b1yNq4ZSY0pNjKrm+1uN93cmGupc1Wj/TdUcaW9SqqnGRlsN1Wy3R1KirXqTyvtOe1z68NjYJvlwdLST7iU595RS8q90iVarJQVLfabdbi+Tsyt9bdOmTUqpE324C2Exm3fRQ/ZGcd4//evz/wnCVA9pKbmAGZcpf6pgq9WSVpWSy+fypl7IZcp/IjqdTqPRSLnOWq1Wei9IzdVoNGSYD7r+oPElP5ema7VaqS6q4g15BOnDQddfLeTiqOanFc+wDSbcElRps1dGePnQuSI1rn24GoQyL1aQbSAKiMGgTGGLKiNw0rsZBIOMqTzcBqIQyQIY7EUJA15SR+nVsQxrJcB7OA+immpQgOiWrBZVBqdQLgVEbT5Cl8egQ6wc0eJgHZQxwUC0hkuB64Do6hWu76iEECLIVDmDwcCBQ6//3Ie1+pnVl3+1oFoPqXl+0qu0RZkpMC2wOOrlX6vSxHksyKk1L4y98DXYoj9zOJl2iBE4pmeRYe7V7NwPvvbTvwhztH9myznEyePsES6FecLlAAqRyYDSXk4imOUJV8SlHRAMI2jgLeAwBp+EeTcRLjNThGW4inDFp10qTpwa4aK2oxJCADSIoAErqwGbzR4AHVx9+VeLFQhXylkm0BwS7oAyr9gOxxkIyIIJyKCPYe4twGLgyeEhzjLOJuEygkUgBASCp0WEm+62POEWAEWDfq8LoJhx438f6u8AA/XvzibhSgJOIVxGylTK8CFySbiRGTU6WJpwPWIoh38MiP5Ewk2cexQ9Bw9PIHhCBipgGctF3qwRTopwxd8ew2Iiiwujf945Vku4gzn3jGLFdsgMdAAKGOOOg2ZAvnCn8HhXdC4PsSZYPeGu8PlJgwIjGJCLHuThPAev4VdLuPAwIGRZDsBM23MvhPrZAkcHfT0OeKEcfmV2uRhjlCR30YVIC7NUSeDqqiscY2BGdfqZy8Sl8IywkHA9wwwirMHPolbHGgiEyLGfl1cScp4+A6PrZAl3ySzIac5Yq9KcAuEOoN0zipXbwSF2q7E4ZVDuE5/ijYa0e7pxNgk3RNLwLvronRDuIpcCToZwywQagIOD9jQFKuzggXH2CJfTxUOIzMRRM3KGKFKlVJHEcCypfE6VcOcrGyOJpS4Kl9UJh8KeAeJYmXDn/79U2vm1Hf+nTLgncO6ZxvLtEL1DL2dmcaJFIICgVz49vORdhpx7urFqwo0RVX81Eabqsqu/c2BG0PCWnRCuuBRkgRlD6cQtz1UNvoxF7iQ4mNCDO4qYA2b1PqwIV/pYOW1necmHzEwxolYUPqVppk64gaNj5IweIy7I8wrPMIxsMGFJBvX6bLHcBNAHbIr6Aiw4C86fig20WqyGcE9/cd4J4S4ZtfYugYW3sBGW4LqIM/CSATcOwKDrnOTXhniHOAXCjTGGCFcRrhMP46rvHFhcCnXCtQhModxIKQPnSqIbeB2tczBFwMMBCBY5r3p+PxOEixrheo6W0WfMnWBrU4SOa0e4ZUJNAgE5gpPCx7UM/B6A1RHu6R7kqyVcOfx25gl3te0QgQwGrOE9YlnGLtxqCTeFMA8J97TibBJuBIsPdxHhli/ZZ4/la+B1GIYzBAeP3BJwFJg+BT45I4SLGuHqM0S4wSNwtB4Mlp8ywwwMzF47rHvCHcC5pxerbgcLmAAi+AAPBLCrRd2thnCHnHsGsCLhnjQY8BEESfjofAwiAhutuEetdzaUOipuzTafzx42WH1rRMkAI3p5kbeSOEc0Jao44nUPCgYgjk5O0CUxpiRDVT8nugHpaT32Bzkjl07Air5dOiEZK6GP0xqdsmaE64yNAQDywjgfiAORC2REdlrrXMqdFXkElkmDvF6w0eo7aIBFXmDDRsD5sNQe2LpDGbQnUr+obM9YiWagOsG5tvHC6wXrqz/UwzzkqcUYRNDDObNS5PW7knAB1tYQULCsbz3cDOJcAWSMCCabgQrEmm2wvrGx6jtogAGsiyzPegCstf2siHKoZZ3D+SKwFRULCaBGJVaHSpIqmUtrGL62XrBe+kOMUdQ8UIkcoVTR4qS7gkrE2Vo9eNd0bbCGhOszm2sgi9AIQAFMo/vK0YAcsIFId8E5qAj0HlhhY6PVd5kBRt5WPkCWEK+zbtGsBSiwdb4QnbZFyjioSLae32VDYd31h1iJN6LcIQxCuCF454yIKK0nwtWm56LvkZ/1vk8W0Pn0a/9uz2U3f+3rb2f22p2TX7v3DtM9vHv71ddfvyczKyShe/djo9V30ADbeu2We75yV571du/e/eUvf1kbt+Warbs/t+dsl/edgzzpbdu33HffvXNzMzfccMOtt95KRDt37tyyZYukMEiSV0OXwru2P4i3XeZLItqzZ8/tt9/OzNu2XXvHHV+em5vZuXNycnIbwN7bRduk72rCDaSJ/WzezzkQGLBzx17fs/2z//GP/tuxXG+ZvPaOO2/Tenbnrm3XTm5fy6zwZwkbrb7LD7BAbvfu3bfeeitHTO7Y9d4gXICuuvp377//vizrTU5O3nbbbQAmJyd37969AX0Ii7CO+kPa0gwhTE5OSprtHTu233vvV4wptm/feu21WwA2plhfhGsCmSrtozEuB3wIec9kBPYgF72LXgdPy4l5rRtstPoOGmCiLC5LyBCCfOcEaYT1BwrG2Iyjq3x8hFqaFlRyfBKisAH5d730h5RkSLRxJd+Ec048CXnel8iEPO8nf+462TQLBLKIZE0GMCNkxjqAow6whc8d2AEFkMeVstqvC2yw+g702UkfjaUstHUkG9NnubjvGLGMPRfpd66nEkCVu6TuzN1oWC/9ob63mZJueD8fBHZiRpV1QrjzkPKVce8nBPa/i+Ly1ggbrb4bBIO0LIZ4b4DFpF1SMeP0HXgZEu47x0ar7wbBkHDf21jArSeatKfpSPeaEe6go5NJDGHRa63ue7aw0eq78TAk3PcyTo5k5z9fq/sOCfcUsdHqu/EwJNz3Mk7OjVBn4bXB6XApDDHEEEMMsQSGhDvEEEMMcYYwJNwhhhhiiDOEIeEOMcQQQ5whDAl3iCGGGOIMYUi4QwwxxBBnCEPCHWKIIYY4Q/j/eSYqYhYJhLoAAAAASUVORK5CYII=" alt="" />

B+树是B-树的变体,也是一种多路搜索树
. 非叶子结点的子树指针与关键字个数相同
. 为所有叶子结点增加一个链指针(红点标志的箭头)

4. Mysql SQL Optimization
Relevant Link:

https://dev.mysql.com/doc/refman/5.6/en/statement-optimization.html
http://beginner-sql-tutorial.com/sql-query-tuning.htm

5. MySQL Query Execution Process

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oKo1IRKZVKxWIxNNmt+Cafz2/fvn3lypV9fX1DQ0O9vb1jY2P5fD7dH2hJpDkpEFiqWCwuWbIEgE9J2ouz6A8u45vTSHv4ppW9qVEVi8V8Pq9nGmNGR0dLpdKSJUsGBgaGh4cHBgby+bzarc6W6pkDAwN9fX3hT7V8Y0x/f//Y2FgulysUCoFdRKRcLv/RH/3R7/3e7w0PD5dKpd7e3r6+PiIaHBwslUqFQqGnp6e/v/+qq66anp5OT5np+DsdTxZuarGfW2vJ+OZc8A23EDT9KLpidGRkpK+vD6mh4x/8wR+sXLkSzXFpiJhMkkSPKBhJyvfT398/ODiobSaAqakpLUO5XH7Xu97V19enIDUwMFAsFp955pmhoaFSqURE2rBPTU1dffXVy5YtQ5Pp2znObCEZ37RJOoxvVJxzo6Oj2srn8/menp6enp6hoaH+/v5CodDf3z86OprP5wcHB/v7+zFz+WutVgueHu+9dhJq92m0Dw2i2lahUFCvaa1WGxsbGxoaQpOo9PrDw8P9/f16Eeecok9fX59Wv2KxWCwWe3t7+/v7BwYGcrlcPp8vFAp6Bb3I4krGN6eR9vBNq36CiIaGhtSqe3t71Yuj81DDw8O5XI6IVqxY8Yd/+IdIzbQqT+fz+e7ubgBJkgwMDOh1lFT0hNBVoMkiS5cuvfrqq9XNWSgUBgcHAZRKJb0+gGKx2NPTg2bUZ5gFDkHH6ZvK+ObcSYfxjdpVd3f3v/zLvxSLRaUKdZYzsza8GgmAJuIEa9SWc3R0VB02uVxu5cqVlUrliiuuUHsOo9koivQKExMTClUDAwO9vb1asFKpNDQ0ZIwZGhrSRvuSSy5ZsWLFyavQO0cyvmmTtOCbY0AM5Rti3d4NC99gzBrRBk94WD+ixlosFnO53MDAwJVXXtnT05PL5XRYqedoyJsuPtSDuVxOK55zrqenp1AodHV1jY2NKesMDg5qU45UqGY+XxwcHHJOc9igu7u3WCwxY2Rk5Lnnnrv88svz+XwURWFSWUckaM4f6wXTwRBRFIU4iTC4mQVVC/ooZ/NN3OAb3+QbaaYxZhIvs8hm9t8XnjAYzEjglG9iAGLPgeM6+Br1T3XUA+ju7h4ZGanVaitWrNC2W6W7u7tQKFhre3t7BwcHta0PPYS1dvny5blcLo5jEVE8Ct+S/l7vfYhOW7Zs2dDQkJahp6dH+aarq+vKK68EkCTJ5Zdf3tvbq+fXarUwTXAWTyb9PMOg/8yvc5qfQ9gDADvBdVt3HyUIGPCt8qrNt/AdJx4CQwAEIC+CteM73zyLfvGsRB3V6TnKQA+lUknHlnqajuh0CFosFru6uvr6+orFYiik2l6SJLlc7qqrrtJ4gN7eXiLSEaAOKVXScWC6bkOnvdQ+e3p6FJKU1HUkWSwWdTI3rH5tK4XPFlISoUiTrCbA2s0PHsSJPI2SaoNPVe6Mb+YnHcY36dAwHYwq7API5XKXXHIJmg20nhmy6qkjNPjkAagHXqtNCIgjot7eXu1XwpkDAwMDA3kiGRjI33PPfaniNZClWq2GhYv6Vuiuoijq6+srlUo6o1yr1aS5IoCbEcez7jTjm3ZI2/hGmsuUgkkQUbFYLBQKAMbGxl544QU903uvsWKjo6PqERwcHAw9ivoF1eXT1dU1PDz8mc98Rs9XxNc5rHTEvTTz3GjHMzg4eOmllxaLxcsvv9x7r/1Qd3e3uh51KJzO74ezWj+V/sjCP9uMb84t3wTPjaTWiqqx5XK53t5ebXiHh4cvu+wyNB1+AIrFok6DotnMisjY2Njg4KBG5BQKBXVsq0l3d3en22oi0lGuUks+n+/q6tJSqd9IffPq+BkdHV26dKk0l4No7rSMbzK+6Ti+CfP9RKSQHuJ2+/r6dNwJQLFdp37TSUTQXGMCYNmyZblcTlL5PPSEZcuWLV++PDgzu7q6VqxYMTCQL5WGS6XhBx/cpb6cpUu7CoVBrYRjY2NaXbUyp5e3XHnllUuXLgVQKpW6urr6+/tXrFhx6aWXFgoFjWzQvmfWzS7wc0TGN6eV9vBNOgerms3BgwdHRka+973v9fb29vb2qo+9WCyuW7dOJ6r0g6VSSV39YT1UIOzu7m49jZl7enpWrFgRYvCRsv/0gpQ0zYvI0qVLla4GBgb0UuEhhBkuDeGf09146sf1zp/nqT6e8c055BuVWQ3XZZddtnLlyiVLlhQKhdHR0ZUrVz7//PP5fF7nWJWkp6enNb44ONo1Q1ihUBgZGQHAzMrrRDQ8PKwteT6fz+fzs3L3AUiSRGNunHPW2kKhsHz5cu99Pp8fGRmZnJwMgQpILbPN+Cbjm47jGz2+ZMkSRXKkRgzqh0ynou/u7taQTABxHOfz+SVLlixfvlwnaAH09vZqBI8OT3t6erz3GoCpLKVDXp3YGhgYCLNazByqovYQ6VrHqejm7u7uEC4XrgZgxYoVSlfhpjK+aau0zX+D1Hyr2ob+OTQ09O1vf3tkZOQrX/nK0qVL77zzTgBJkoiIuu7TS23DkihdvRLiMTUuQTsVHQSvWLGiVCpp3UmvK0z3NHqOXrOrq6u3t1cfghYsXcXO4uGozb+TRzorCdbMq2d8c675RkW/LvjLe3t7V6xYod7rT33qU8Visb+/X0Q0AACARk/qJKmWU+ehdPWTiChbe+91sIqmxz2sFdcmOsQ4Ll26NJ/Pv/DCC2rzWhH6+vquuuoqnX5Fat1fxjcZ3wDoOL4JTZvm9lBXvE649vb26vJXPajArucraoSI/a6uLl0wVSwWw3JZhX0FF/VqcnMVLmY6h9AcXmit42YWfKSaez2iHtrR0dF0gIW1tq+v79JLL0VqcwmZKQv8HJHxzWmlPXwTrqzmnSRJCNsqlUrf/e53R0dHv/jFLxYKhZtvvtl7XyqVXn755WKxODo6Ks3ZpfR6kO7ubl2LWywWnXPaH+hbS5cuLZVK6YQ3SZJox6BdiAZJ9Pf3a4dRKpX6+vqGh4fV0VgoFMbGxsJOajhbT8yssco7eWhzvZfxTRv4JjTRaM4f6QoPnZrXFq9YLDKzgo5SS09PjzRntTT+HYBGjOkaVb3gyMiIOnL03aGhoRBcjKZDcWhoSMMutTxahlKp1NPTk05hrx7HkKLs3DycM5GMb9ok8+QbWSDRLz+Zb0LLqCauS1iRCqxRH0lAfpy024iIhCVL2ojrwUKhoK+VkMLgWAMRcrl+gI2JBwb6+vt7BwcLIyND/f29Wl3165SQ9INEpFVU54DD3IGIaNxouDiafh05aTJ71hN4R88z45vTSNv8N8HSQiq/4DjRyHf1z99xxx1oRpupaKBx+Agz53K5L3zhCxouo/E3+nGdS1J8CX1AelFhevc0XW2by+U0PCKASNrRiLPdYjNt54vyVDO+ObfxN7MarmBUOuxEs6EeHh5W57fCCgB1k8/a/9g5p1kMNCJY31XvS8ggn6YotVsR0RWCIhL2JfTed3V1hajk4CXK4ouBjG+CdBjfoMkrtVpNE4Ro2qiwBlv9n7lcbunSpaG+6QtppiPr7+/XyeDu7m51Zg4MDOggVT38/f39YQMg9fYPD5e6u5cND5cKhRzAfX09PT1duiBer6zNvUbGxXHc19fX399vjNGF4v39/cPDw5qzREcV6j4Nb4Xo6Vl5jRfseWZ8cxpp5/opNFfqhWV3AEZHR7///e/39fW99NJLfX19W7ZsKRQKw8PDAEZGRrS3QGp3TCIqFAqf//znr7rqKh3vMrNmTwAgIkrz2gGELPjpRMmjo6Nh2lfjHgqFgv6p7KWxO9ZaXSo4Zw7uUz+uEK+T8c3CSPv4Rn9EagqnllDFcRxGnjqoW7p06RVXXKFNrga8L1myZGxsTFLpIkPKSs3xwc2s3AGV0kit2BS2XwjByHEc6/Srrh3RFj4svwrpjzO+yfgGQMfxjdpl2B5BHSR6MJ2yT50x4c8wMgZgrQ3dgyKRHteAX10xvmLFCkntFZfP5/v6egCu16salqMunK6upZphVvN1hnFDqOfWWp0DRnOEHdY9aoFFRM9PtxTpsM0Fe54Z35xG2sM36bmetHddPfavvPJKqVR68cUXc7nc2rVrQ0l0tnTW5lC68lYj4nt7exViBgcHBwcH1ZK1uUdzcx80J3mZua+vb2xsLGC9pEa6hUKhr69vdHQ0LPKSJnkrkKWhPO1hnfspZ3yzsNJWvlEDCPM+klqdpw6VkDJY04ONjo5u374dgDHm6quv1ogcpFBJXwwODobFUEmSaP4bdcCEeHwiCiMBzTfW29ubTretGVk1qMCntsRSyfgm4xsAAMODAt8IbB1YtfGJdH4/B9vI79c67O+dSLB+770jL4Bn0p98WXdX30B/rpDPFwujy8dyhXxPX29peOi//+Ell1+x0jgbwgXSeY3D+EBdKfotGtcGoL8/VyyWgvEb48JrrV2Dg4M6nVwsFj2TAPlioVgaTKxR4/NMURKrXfbnBsZWLE+sMc7qu/25gZGx0WCptagugPXOkSfhWaa8cOJZ4KHlMxCOgFWb91XYJ5rHTwQsAAuYQbM7gAudb1hrusADH9i49zDgBNIyjRkLLYxCQM5DkEQxOQ8WIWZPYCnmC93Luvp7+4YGS73dPXdu3dbX0zvQ11/MF5aPjg309Q8WimMjo8OlIW+dTQxY9DfKD+SK+QJ7gkDPhyCuR3odsIBFABL2TP25gb6B/nyx4Mh7JgjA4ozVF946veZAX3/X0mVjI6NxPQrGYOLEW0fOsych1is3rn+KW26esCgWRd55QJgYN2x7eEIgQuQTwAucwDF0PCYe4uT8b9CdADGJbww1GWvHd78GNJ7zrF5x4Z52gNT0sDMQQxRFQ0NDur4vPXgbHh6+++67r7zySvVtBz9iwCPv/dDQ0LJly0aXjxUKBQjAGC4Ojg6PEBCTS6cnkIYjR5jR19en3s18Ph/2E+zq6tKkBmnuCRtwdhTiCACwJqcUQQys3Xzv4bPg1Ixv5icM7hi+ISJFAeudANV6rTBYLA0PKWTEJtEX5Wpl+eUr+gb6pfnxJEnUkxnHsQ5wR0dHdZZK/Ss6nTQyMkIkQ0Mj3d291nprPTOs9Wpdl1xySaFQ+MEPftDT0zM2NqZBc4NDpWXdXUMjw+VqJcCKZ9KSMOSyZUuLpUGlFiWGnr7eZd1d1jvPpLhmnNWPkLAiTqCchZOWfBNnfAMIsYPyDX9g454m37Tcjyzdl78TbZCBQJHCGatIkURxrn9guDRUzBf++tMvjI2MfviWW/UncMYuXXLZcGnIxAk5X56a1p5MiG1ibGJy/QMDff1C7K0b6OsvFQcVSnq6ugu5vJ4caFtBp7u3p1gaHBoZ7u3u6e/tKxUHTZwMDZaK+UJ+IDdYKOYHcpcvX2HiRD9jE6MFJufn5JtTacPKZMEtipmVbCDsSVZt2X2MAbCwVbiZxTf+AjBoDyB2aPANATdufuj19vFNCHXv6uoKPhiVkO19cnIyROEAiKIoeH00TV+SJLFJRkZG+rq6c929ECRJYpksTsQnqA9Sp1x1GcesWHvNX6zD13TIDlKBxp3DNwSczDcHM75ZdJnJN5DT8M2pZ0nOXNJFkFRyP/WR1OMouDq0pY5NMqsiNwijGYITshgD0MSvXV1dGtoZVphrNSgUBkdHlwNIEmutL5WGi8WSbq3gnEtvp8DMpeGhXCFPwqGrUDdMYJ3BoVJvf58WslKrqv9meHTEkQ9nBqZRygmswwv2OGVefEPiLza+AUvgm2s27DkKOAFj9rq2E89zgfjGGauUo+4WhQb2NDYy2tvdI8SFXP4rf/tST1f3lvHN6umJ69FVV1w50NdvExO8LEoeeqS3u2d0eESBZmiwFHwtK8aWF3J5xSn9MRWvGVIYLI4uH7PeQTA0WOrr6WVPw6Whgb5+hZhivjAyNKzfUq/W9Hu12CfgJl39Ts03KRVeMKsSEQizAMLO8/Wbdx0lABycNxcg3xCA2IMgAJiAG7c+3Eb/jTGmUCh897vfHR4eLhaLuqMsTn4AACAASURBVPzbOadLokLuJQD9/f1h/RQA51xIeAOAhLWWFfoHRgZL3d3d/YV8//BgT09fLpfTplhE6vXq4GChr68Hzb02Q2j8yMhIPp8fGxtbunTp6OjoZZdddvXVV4cCnBw31l5J8w0LYmDNlnsPZHyz6MJgkIMQAPIQGwluWHy+Sf+ioS6FPPRqtStWrNCd/3S2SBebjIyMaAibxucXCoWhoaHp6Wm9lNK9fgSpPN+68vb73/9+d3e3ZmVIZ0rQbwGg6UNEJI7jkZGR3t7eV155paenRwMUQjaRkEokiqLly5eHKbDBwcGXX35ZM+KgOarQ8OQAcOkQnAWMwlG+cXIqvhHii51vGAT+4MZHjgLqVTk3Xz5rCZUxZmBgYGRkJBj80qVL169fHypFd3d3OhWTNLMrodlPaFCwLiOv1+v6VkBz55y6Dz2TukIvvWzJ0MhwYo2mSNZlVqVSKexKWCgUQkSzSshB8g77iVmV/Z2IiIDJ0wn/zcXAN4LYafMrRMDaLQ/95pzEl4RmedbklO57n8/ng78khAFIysEDQFfq6SxVSMfaCOhRAxPAkzMWgAeqvnHBZoAXA74elYFG7g9rbXpPKyIKNUtEdGNO730URbPK3HbxUNu1yjdRxjfnSAgi5KBTneeUb2Qm4mhF0jpjjLHW6mIlzR8T6pL2EJpXRp03IdoxfDb8GeLOtBfRZbcBLyi1XRRS8XSjo6MhpWaY2f393//9d73rXeqS5dTug7lcbmRkRGu1MaZYLA4NDWnZtGA6pJgVpjer4ViAJynuZL65fnxvmVzGN4A6JyEED/ehjXsmAWKwmNN/8B1LaPHVdI8fP677eAfT1ZQ2t99+u+Zw0pXeK1euDGn9AGiCJT2iO6lpVKa279IMQA7ZnmaN6lesvPwP/vt/W7Hy8lwup8ummLm3t3dsbEwHD5rUwDmnF2Tmhe0kFsSyiIhMYmxjlmr11ocafCOOxTYUxKCwfex5Lx6COGFLDCZnBas37361fXwjzaUV4TSNC5ZmdpzAH+GEdIj9idkl8hIQh8WRt+Aa2aiu21RZgJ2PPcWAiZPp9P2qaye0zLoRG2YmClkou10ocSm+8UAErNpyT7a/5uILQYQ8GhQAsTFjzYZF55tZTeeJuuRJwzA1BrPh4k7FaQpxEsUhUgFACDFmZl0fyM0tMAEYY9TutXsgctYmIkTkvLeN7/NWT1YuCVdjZgiiWl0nF0J0gpYnqtV1rsFbp6pl1jkIDZXQD5LzGqd5wqscgjQXSCCOuMk3LgFTXRp8E0FIG0RiCDHoYuUbgQc3+YaZhU1L+2yxHme+qjNEJKwxWCEeS+derXf1OJLUMooQmBWC2TWSPcxyCqChYDoZqifoCz2SWKOzojqlq/+GcBx15+gJ1rsoicPcqzTnfMNcsCN/8uKOU99vOCGcrC8MecvUONg0WUn1Q2GtlrRu65k5qpTrkdVZKuUbEWIyFyzfOFG+sQzvrWGsGt/1asoYFmd6qiEzWhgtjnNoJjs4GWWCcCqHWXCohCsQkdNIRGZy3hhTj6OYXE0cBEmsTbHxlAgS46Y9l4EZQcTShK20uwih0Z6Lb04+ci7FQQjsvQXgBNWMb86RECBhXfHp+YYXVGQm34icmL/XUANvnRAHMlDEUWhIojiJ4jnvKV3ldDwahrlJEgHsnDEm1sXSTZ3xwRD2r8XQMgSamVWME6EGxBo92lifkjqeXlqSXoGyUDIvvvHsLj6+8QwBMcNev+nhqcYIOF5svgkrAQO1KGpopLmyRZhFUqZJk43yUCCPgDJpWFF8CZFeuk5K31VS8U2wSAcdpy8VShgOhivP4hv9M8STzck34b7SH1e+8ZBAHjp/FKZrp6enjx49WqlUdF5s7t9QpHJ8slyJ4J3OTx3xYPZMhthckHwjBEIciXUC720iWLVl96/bxzeY6bxRCQPC4KoJfwb+CJ/SOEiNiNCf3lpLQCQ+gXgH8tAtpAAHxEBdUA3p+0LB9JraUOsGO+FbQn6Ek+9lQR7LWYiZi2/eyvhm0cV3BN8guHA8KdNofVWXifKN+nVC0GWo0CEHFKfSA+rV9K1Qx0REnTvOGRFS0PHeBr7RQSSn9v3WMijKpAP6wrqYE56kVDOj56s7R2Go2T80lgfrx88Z33h9Pp4udr7xlOYb5qjV8wz88Q41QINxNrEmuG2kGfxrnFXsCBTCkMSakCghjS/q+NGLpKlFKcozJdakL57GJuWS0C8q+pycs0ALY70LcDaLb057v7ouPX0+N7HGMhnyTlgXb+v6bWttkiSTk5OTk5NxHKf3P58lzDw9cWxqusbWWEfXje887MDshS1xE3EuLL6BgBDHcE5A5AyweutD7eUbzNxkPuQqQxN09PWszMVoRiLqBz1gyDtqXCd2NhJfE8cE8oiiBGDihKQmqHqeRrOFD4EB4fphRjWdjLvVvSzgw5mXKN84ZwBYZHxzrkTjupnZAUwO7Cxw/d0f3w+eJG+c9ZRYWAPSxwXqMLUtlEGOmTmxBoCJSAzgAEfwBE/shT2YwARiwKe07Td1FspQjIkhDAfECbD2no8dYzSG5OwcjIUXMPjEMPrCppog3nsLWMM1U71p+1NlqFcksoadFe/ABOGUy63TBHZO1e5juhyJwBiNyAQ8iByRY/YiFJS55Xr4dgkAEXHORVGkSZOlmZnw5B/RmaQ8VauUIwKm68nnvvTlg0cnp45XvZ2RQIuEm3ViDtMO33t+iHgWk3BNCPCIDT6y/dM/t7AOiUPdo8yYEBwC3gbeAg51mB5uoceAg8CbwAHgKOMocBD4scckcAQ4BOwH9gMHBYcYRwn7gbdTeqCpbb/BM9QDwNuey0CdUQPejmnt9mdf8/OPo8r4Zl6ifAPNsyAEdongmq1PHgNqDPYQhgUiwAAiMDg/NAEiIGlqhWCAiBvwE87R0yIgBuLU+Um7yz9frQNlRxFQAeqAZzo47f9i05MZ3zSFdfF8wnb1ticOOMRWHFk2JJbhZDbXtv8nnani51SfTAIx4HRomNSqsDEoAbu5P9L2G5mlHDdvMIEk4WBcLsfxjH3lIFQ9euDIoQkInKAS21ff2D9di8vTdSEgDIUvLJMWGwOOYKKagEGCP3rv+A27Pnb7uns+uu6eD2+455YNO27cuOOGTTuuG7/7Q5vvvmH9Qx2lazY8PKfevPGR1Zsf/uD4rlXjD920Yc9Htz7z/665/5q7//LWTbtu3rR7zcY9qzfsXb1h7w0bHrlx/cM3rd+9asNDaV298WHVtt/gGeq167bcdvd9a9avv/n2HTePb924a8//vXr7obOIE8/4Zl4yg2/AYFf3eN+mR1dt2HXrHTvXffT+dXfcc+vGe9aM33PjhvtvXffA6k0726Mbd8+p14zvmlNv2rp3zebdqzbef936e6/b+OCq8T1b937uvbfsXLXxQdXrN+2eoet3Xr9+56oNu4K2+saGtus5tNBVd+26Ydt9a7fv+tC2nR++64Fb122+e88n37PhExnfqPik7gFh1Mi+f/OTv4pRYxggASdgA0n7/gwkmQm7HasE78EV745FyT/85N8rnj3AkEg4hsQzbyTuvPuqMyUzHa96cGKyfPDoZDU2aqXGuyRJTJxMH686K5ZxeHL69bcPTZZrtWoyy4LPxJ7n7FQ60a/Dzrp6TFWd7XOM2+76q18S/MwnljRHaK3c2Z2muoaoAokAK/DAl17+h2MAwVuwaQ47DWABmmv8qdr2GzlDbQ6hxRJi4JCntfc+ezbr4DK+mZfM9t+QrXv8+cZ9R4AywTgYh4rgODDNqDlMorO0lT/woMVxYBqYAiYEr9fxkwmz9p7HDzEOMQ4LDguOMo7JDJ3ACW37rc1Lp4E3K+agxRGgDHjgWIJr7no+45uGiIusYYIB/seaezc9/cUP3nbndXdsuWHLnlm6evPDqzc/vGbLkx2lN4w/Paeu3bznmtt33bTj2dXbP/Gej+65dvMTH9qwb/X4o6vHH189/vgNm584cYXNT6T/7HB9/sWXP/utf1y/8/E/XnvHzXc9eOtdOx984rlf7p985Xvff/HFL7/6+hv/9otf/M1LL72+/+0ksWdjDucL34gnTggGArF8vByt2fT4W6neXdP+EIMYC5kwdLGF4CERnAd7S2Sx9b49hxzAMZPxTIZgCJ6EPcG7dIzXjHj280Q8UDfeMzkHA1SAVdufyPhm0YUAEdIfQNiDbMx4/+bHDwCTQMQwIhG4poNFars7+0y1rmMacol3OsSZAm7cfv80UGlO4kSQGNDh+/k+PyWACLwOf50RNgnw7o/uzvhGhZKahwijLvwXm5/6pcWU4Lg0ogEOCQ4JDvIJbRU30C5VLj9ZD7jkKPBqbH/j5f3bduwHjmmAgsdBQprmG6/bfSNz3NrMJ39IcBg4luCQwQQwBRwTHIhxNMa0RWW6+uqrvyHAiLz0zW8em5o+OyaZs1OZX09zTkRsLLCEmLzGGuO2u5/+D264QChU3jAt1/ZAwDNUCxE4aKg84HDLbTvKABzDQTzIgRzEa9DkzKWuaW37jZyZGisAvDNgWPCBeuWme556M+ObxRblG2b2zfhiA3xw21P7QRPwMRkvSYI4gWWQBhl3lvi5VaCrogECGMSoEG7YeJeGZTpGI2u8QEcCAbTbfDtnLc6DnE/qBAAGbqru3Np7svibpog3Qt7BAtff/YnX/Qnv95zadmCdpQnMnFpPyAEJcNxj087HDsYoN5zhJoE1cAbOwusLA9f2G5l9X4KYkUhzqqX5JwsIMIwYojMU09PTE0ePTU0et9bGznrg//z7T8r12nlcZ89EmJ2PCJqEwiferRl/+C3AgzyIwDK7w3edpWLnViaBr0vkJYF3YKy9bX0FAFfBdeLEs/PsuHFyImyCzrhO22/wzFQAgL2pwQHgCHTjlkfepNmLiM/AHjK+mY8QoAm3Gv6bJt8cg9RYyHlh62EtPEEnstrVEsZzKouZUwHPLoKPYapwkbH1OuSW7XcmzEbIimOxzWnrOlATqas2Z37TYcdzatu7hhnqvQdZgbeAsTVInYD3374z45umNOKLYzIfGt93RBrcC0nAMSg6oRxDkgVKf7Nwiqm5lSCWrYMFPrj2NrWGivWQCqQCVIFaSqvtv5FZqguCdfVa+k9mCHlKjIuIE2Hj61OVI29PHpsAYJk8MFktV6L6nPnlzkTODzBiFliPKI4c2BF47ZaHXm3MRxGDQkItAtNC7Zq2+ArdkAGmRon3TB63bLjrsECkTpxYcUbEAk5YhABP0lBO3Xv69jtcLWB9DBgQQJbAqz+y43jmv1lsUb7BSeun6gIiwAEEAQyaezd2mEaYW40HqQ+3zrAwHmXBdZvuqTpUHeoexqORbowFJNo8zO5T2n13Z64JoLNskf6m7JIEq8cfz/gmSAIIg+DXbHv8oBH2JLamb0kzoXbq9PaP+dLa6L5OUgjXKnUvqHqsu/uBsujEK9idWEGlv3TjdbtvZK6hreVm8gYWI9BBOYhB0EDahpfCJzFYjDEEVE18ZGryyOREOq3tvOS84BsxhjghxJpTxoq5YfzBN9HMFtZMLBTCjVu4sztPBQaoNtsrEqzb8fB+huM4IVNnqjHqgliji4TTFtP+ws9fDYTgra3AA2Sdj2/fuLssGd8stjAEfGL/cLgIWL3pyXR+Pw/XyO/Xgc+n0XlrKjHACTyJ8wlQBQ4yv2XK074iQGLwkfUfnxBXc7AJPKEiyQRV6wIRaPJTgWsmCzkP2r4ZItBtBSGAJ/0dV40/WSVOlGA0M4oAQEgQcjHxTSMZioG/fv3DE0ACAK7lxL5QUx3khJtdkAis6IrkcGX4s/JdzKUtBoACMMQzWSYnbMEJ+5jcG4eM16ArYM32e9+yqDHIo1qBCJzTz7IjK2C9SEcpwAInSBh1Rl2QCFzzoJOTujPLEGKxtTgqT8bJgYqtRmcZX3xe1HEnECRgAYHZG2DNpgcPtD5fwGCGZx2XWq3dvvXQqE0iBBYcOFQ1wBTxFHDD+APHAOfZCo4n9pjxZc8esIkx1eq8OeCcSDOogdTJBHgL9k0HVaO7FAhAjfbHgEAeBlgz/sCBs/hZMr6Zn5zvfAMAuu2NCDG8U42JasBr1WTLI3sS8FQ1ssDqD++egD9cjthjz54nXz34Vh0UA95nfHPBywLzTTph/ULyTQtVNCFhTftrhJRvxrfvrSWYis2kl2vGt08AVUAYex7+xG9+c8QTnGcNZRA0shJ3lM6XbxoZusUI3L+9+ptjCaxo/b8w5Z3wDQEWYEnV847hm3oVAty/64m3jpgp4uOCNZsfPApYgmE89MQz/7H/QASU4zrAkMZ2xbOa5Xa20qIFUFVWZqCRMlYwc3fFjG/aJuc53wi4QSRwwpbJgBJQ4uFi4Djw7Odf+uJL39Qx7totDx2GRMB3/u5HTz/16eNRotGL3vtWfNO04NnacZLxzWlknnzDMifiLD7fuDlVmltikVo5eSNkhD77pW/9zd9+wwJTwA3bH37DogZ85+W//8vnvjg93dj2gcSr88b5lvtGtY9vIDpF1eAbK3DNg3P5b3SLEbhqUtv33KffmjYegPXtsKhzIa34plW7RIFvGB5iAt+0cAy2S8Cw3n3ub772+S//7zpQAa7f8MAUUHf42rf/cd8zn6wxLGA4AQyopnsvBGhoW7mbou1mGHyE1kDnjX14p/mGV39axjfnWs5zvmm0/nAaViwSM0fMEUs8FZsIqBE2bnng1beOVoDr7tz1FrC/5u+579Fjh+oEVFziYJ2tt+abFvbdaZLxzWlkfnyT+qmb9NwwszjwTdMKGFi4fQ9a7MMQBq8M8Uy6XaUTLid4cPejv37jSBX4s9t3HgIOJbjz3nuPHKlqI2xcImDdMV46oGOYJQBESGBZ4vBsGwcbbv+ZvwsaMy41a2/ZsuNABA+AOY7j9OaOp5Xw7R0urflmbiEwWLegYSccA04A33G/OzMSMhPT5oG9f/nTtw5NMK7b+NBBxnSCHbuf/cUbRwxQs7rGMQLXdSfOgDjNi7QN0ALcNELhm62B+ll1Btk1pgkJTA66pjfJ+ObcygXBNyS2uXIqFolFYqBWS+KIUTX43iv/tu/pT08C79m891XgEy9998svfVcM4shTI6w9yfjmQpf58k36pz+BOCwxi2H2qUEznQO+EWrwjYjoBpa6S2Ultn//gx899tSnqsCfr3v0IPDCN37w4je/QQxPurMmC7xxibG+g/nGNfnGnZpvmvbKBrhh044pwAMgF0VRtVqdl0FIB9bik2S+fOPUg+A8PBmhCNKZfOM8CD5mfO3l//PgU89NA2u2PHkE+Nw3/uUzX3klEtSsdRwDifg6YDqUbwScSqsIAAISTthHYi08wwkb+MSKE27wjWYZzfjmnMh5zjcabkPiSSw31AgbUFVn66erCQEPP/nCV388+Z4dn/vGAXvX058v1wGCTYwAGt7emm9oTm3nPc8pGd+cRubHN6mVrDpOay5JbfJNGLRp97xgK0kbc2GzVYjDhIJub64FcxBj+YmPfe6bPzh4871f/MbP4u1PfrrCvhmVzAIvaDhvWFrOU7RNtasO/lc09tc80ZGc/DMSe6YIuG7TfROC2APOiMhZL6TqZGnNN3O3Sw4k7GGdOJ+wr4GNCHzLuPJ2CQEWsQWqHg994oXv/vTtm+567of7zba9n9xfRZ1BYMCAIp/UwdJp81MqzJ45FdsACwKRxORqYiIYDwuOYeuGLdNsvnlbMr5ZbDnf+aY5c9BI3d3cMBlxGTAMKzAM+oefvrnpY//7j7d/5+4Xf/zZV35lGWCGeO8M4H1cax1f3CpxZodJxjenkfOEb1qrEEszIZi6wRni4TzhF7+a3HT/Fz609Qu7P/evX/3nX1chxBDA+rielB0lJ9rNtgPNO+QbAQQEVIDrtu48RPACkDmnpnQOpRXfNHrWk7TBN8aydXV2VSEjwl7S+xuktV33Zdga1CqeI+CHr+4f3/3JNVue2/2pv/vGj39dAaatETiXlCEeDDh0WnxxY9ZYjPodGXVBJIjg4T3XyFZh6kgcYlANZjohQx7gOOObcysXDN/oDiwhmp0MmWlBlTApMFVg67P/+v9s+afVT37nLd2zLZqGGO9iCMPajG8udDlbvpmFOCm+aSLOwvJNixIJhJg9CTVsTwASjlxNgNjg8U/+6ENbvnjbI197m1Fv/Kzs2ViKBF6AOPHOdx7fNCosNePnSCQcnItvPIFF+Wbtjn0HPQgAGWYmOg+XPZ5O5ss3BsTkYKwztka2KpQwdyDfELxHbIBJg2ngsc/+3Z/dsm/HM197W3BUkACMBGJgLRiw888Ts8giSMKiP0aVURXUBFU4eM9Vb6YlqSOxiEGV85lv1OXbLBQzzyooz7yHcFQatbvRzbS8HWYR0dC5EEAXar61Nn1cRQ9qWk8R0T/1fGYGMMORSyDxs/hm1cYnWvLNPH+Qef9+Ah2nnnh8LBBYxB6GZiaIsqhZm2iD6CysYWkMUS1szTNVgDIw5eII+I9pe+vDz//9NH5lUQEi4DjThEsSiYEKoU6oE2IP62CtOMuk2KRdhcAxkiZNebF8otdhL/DN5R4LJB6a5cwzCerWx2CIByyToIbEw3AFsPBcjgAgBjh2OiL27KkuWLX5kYxvmtKCb5qLpJRrg5+G4GNnBbAW9QQGmPKYZqCRE1J7HM3cBQOoBSyeht9rllqAPEyMAzWs2f3C116LJwFL2n84VQfrGlZtFruc89VE4kRig8TAGBgjTjWuQwSxTzx8wuxY2y4HdgrxBH/Nhj0TADHCfPG56QJb9bVzA9k7FA+BISjPehGsHd/5Zuv5KQKSJAJ8AlSAD9/76Jadj350w/g143s+uPmRa7fs/eCWvddu3feBrXtVr9m2ry36F5v3vG/Lnj/b8sh7tz36p3c+/u7tT/3JjmfevePZ9975yHvvfOTP79z7/m17r9m270Nb9123Zd/qLY9es+2Ra7Y9krrCo01tT/lvHH907cbH1254es2659ase27thqfXbnz8xvFHP7zhnnUP7rvlwb86BJTVGLgCQaIbAMBAQAwDrN384CHgxERhJ/PNrEGVli81S8cnEIQpfRPMDco5hRjT8L4ql4QwOoUVZlaUCaeFhOVKNuGInhDebZzfeXwTmCbNOhpNqSewpySKbWKYGdBNSTQ6HeS8sNdWwTKmPOpAnXC0Qj/69cQDz399/TNfffqlV/7p569N1H2ku2wKjGWWuIHkYogTYqN5OIyJvbeAF1hPsfMxsZlrWQczyPqF85MT2EVxbDxQscesJKwwYjjxIMSM4wJQwiCqO5ioTMINgPEGggS4dsPujG+aMj++MWwJqMX+wV1P3n3fvlvvuOuWDdtv3bzjlg2P3LzxkZvG9968ed9Nm/fduGXfmq37btiyd+3mPQuke+fUG7c+PKeuGt916+bdH9m297ZdLyy/5eH37Pzs++98as2Gnavv2pvWVXc+orpw5VwYvX3DYw1d//jt6x+/ff2Tqh97+kvHy7buYgsbWSeAiJCPW/FNiM9YbDPS9jy8nsU0becbJ2D2gK86Pphgw0PPvF1xDjhucdzjuMcUYZIxyZhoq07rzqmEty3eSPDrCL+s4xc1HAIOAYcFE4xJxrRHlVAlTEhK2114Lf+0YIpO6LRgGkgYr0/b9Y/89X6HMuma8JpPzAXFN55J5wvDWUTknGNuLCnzzjibsKcTHXmLipH2zSRJ4zZERDFllucmHU8OwDknIsoxylgBbvSDItJxfJOCG0WZxlPiRk8EaUIFAQTrpwADsIimqwczjHEiKMf451+aF7/1q72PfuHuHY9/4q+//uXv/fyHb7uv/8Mvnv6rz9/74OP37f3rT335n3/8q3q1rk8P3iuJ6gyFdT4O81YNjjmxpkNX05xIZbvAoFBNYONKObbApJnUMAuQp9iUnQfq08f+o4Kk4iLUBQkIKBtfMUKNqFMuO3xw/a6Mb5pyNnyTEMa3Pbj/SL1qYICpRA55Okx8hOWQyCHgIORtyNuQg4K26GHBEecOO/Oa968BPwN+nuCIx35p6NuYoe0qZyvV/VKqDhWDikE5aejNH7k3ZniwFeN8Y8TIYk7BN977dJO7SHJagllgxGnBN63mVWPntap74EAd12+4twY4geYTaExjqYdSvC5gbo+SY3JE5DxbFsONvQBjNBx4VhyzF/bCHuSbiaD04834aEG7yp8giWFieN21LoaPYRIkIqgB19y++60IsY7VpS7GneAbbvDNmvEHzhO+adq0lozUJgEAuqotbfHW2uYdMMDSTAXUar5ZUSYMGiYnJ9H03CDFN+kJLGutnmCtjeM4fangT1JUOhu+WWSZNRg6MSZrBL0wwOQtmURTfxlwDC47mjZIgFjw+qHa9374s0ce/eSuJz6386m/ffGb/77/rZqNQYIaYYKhT8R7vHnEf+MH+/c9+63Ndz2772Of/+q3//nNI1EsiARlK5p7oRFjwWhOVTPgiCOBac5VMTN7zw3/ygJJ9Nqv/+SPVg4NXvHJL3y9Dl/m2q0fvv22m28CqgYOkf34o4/9/lhv1/K+ld09d960/ljkI6DKcOQhBmQjwdo7H8v4pinz5BvyHkgEN96+JUFjS6RyZA3IgtNqwAZsYRZZ/ZzqwY6mgYkpt38ClTfddAUJccQpSTcsi1/O+WnYIVa7t7B/3Jrb700AC67bGpE0Xbenmp9alOmhtktLvplbCAC8uMQD08DaLTsjILIOPgEZkGm5ofc5VpvAJXAJfAJvQBbiAN8Iw2rUKtMoszeQpKm6o7hrbrHWnvJ7kIPXlLKaicrBe5BLYIDVGx+paIiB9aA6GAm8BwTJecY3oUYJNECiseGZdXSy04Ll5E5Fkzq49KqzOb8ojuMQc6MumXK5DMA5F3yzxpgQbaPnBOcNM+v0VhRFAIioXq9rhehkvkm9+MHPXQAAIABJREFUw4C3YiIkHl7gQdaWK8eAgxavV/BPv5589kvfG9/9l/c+9dlPf/0f/+NXBw+VaVp3VYRjU3XGTtddGZRQBKpArAXqQB2IPf719eTz3/rp3fs+u2nnJx5/4asv/9vrr5dpghFFUKebs2iiqfNSszAW1sM1g0K1xAv2HOJf/PD/Guzu7x1+97UffT2ankJy7fU33XHrRyFvCOJVf/GRofwfv1qvTWHq0M9/8KfDl7z7hnU/PxJHgGcCx7CxyeanZsj8+CZKYiswwK2b7qx4VC3qCUGa+/ulQ2D8Kff3WShtFYDjgSgBlYGKl6SxfUFikVBDDTfWEaoudjnnqUo2OjKJGBE34uBWb7i/AtTZWB9DIB4iQqeLvzkH/ptTyzmbn2pZAADsQEktMRMWqzfeE2vIBHG6qwoG1TY5YQMkTT8N84w84DP7xM5a2BFK2VhnENQiEVx3xwPTQMVZEJOZnsU3ns4fviFqcAxDLJPu0asjP93QNWZUjFSM1D1ijbT2qHrUCYYa4asab3wKxAmxNUmSSHP9JIDBwcG+vj59q8ErAADv/cjISHd3t3728ssvHxsbq9VqWv+NMco6zDxfvmnZUrXKE9PiA9JCwi+tGT7CJ2KfxBDN5F0F6sDEdHn//jf/6isv3/3483fc/9Te57/28r8deL2Cww5HCMwwQA2IkDg/AT4OGAdU4QhVyBS4YsjXCDUH62SyOSX8Rhmv/OzA81/53n1PvbD+gcc+/+X/759/8sZ0HVaQECKvPyvbxoa9bNhKgx28cMut/lrdb0vDevU77x5bcs3711w69D8/9tWXysCamzduXXcX+Ke/+vdXioN/es8j35wCEkzAvvaZB679veH/+fe/OV4BSBhch60Z4PrxPRnfNGV+fCOAB8oet2zZXpFGGC9OLPoB0Hx2rVY8nZ22qmAtzmcHECSpQAwzq6/xFPV0gUv7jpVgCE61GQ3tHfwN23ZPqzcfXm+ThBOKTuu/OV004yLKojiQ5sk3nglsII6AGnDLnbvKHtJcZxpWZ2jzZVpj87lRnxosCKAhBuG47hauWN7ecp6smv+TT+SVtQHDal7WbnloutHCwPsaC2K4k/nm4Im1mR3LN8Lc3BTGCXsgYV9JogjYP22+/5NX/+Zbf//MZ/7XQ08/v+upv9rz8U9/4ds/+N5Pf/PWtIk19TSjZnwtMbNSMaa/IswxlcvlsbGx7u7uSy65ZHBwMJ/PDw0N9fT0DA0NXXrppaOjo7lcbunSpQB0Nrq3tzeXy3nve3p6+vv7r7jiiqVLlw4MDIyMjAwMDBQKhXPBNy3WhbaSkLjMM+mv7pmiJE6A44LXI/zgLfvp7/xi53Nfvv/R5x558tnv/tNP3jhcVRd3JGi6u1nzdlrAQYAYUmcx6rAhMKQOqQPNgFxxSdNPrtU+ZlQtpmP6ux/96JnPvLj1gacf2PfFF7/xs1+86Y/Wcdxi2omenLBPbN1Tnahqk4mWNzZvvvnyn4z818999n/l/scH/tvV7/p1LVpz07aNN98F/vHLX3r2d7uufuobvyTA1F4DDv/whQd/d/Tdn/7uz96O4MiD6vBxRPjQxocyvmnKPOenLBvGFOGmrduPE2JRxyxrtQ3tcnh0C7dgutVKo7nPT0SLEQGxgBOCIV1aOPd8VruXg8/WGT9RqkG5ZvP9hwkxPLGBZZ3yd7CniL8JDcg5NauZcs74Zta2UzOyaVMCV4+sm7C4ccsDNQFSjzYNEOfA7dhKmwUQ9/+z997fdlVXuuD/0KNH9+jR/crdXQSFq5vzvZIw4LJd7lfpvapXZdezDRiM7arCNhlEMBhZiCgJkQQiCZExUUQhgkxGZBBBEihf3XDO2WGlueb8+od5ztbWla6QjABBaY41pHP32ensPdda35rzm3OK1n91JJZle3xG+W7jF3knf14DALDOFYCOCgwgBkpZjjvz4g2EFPAsllNfwjcS6/jm2FMv+BrgG52JXfCWgupN6u2W0eHLF9/x+/nXX3rdbQ8+8+qb67a9s370zXXb3vpk+OFXVl9x28NnXnLNZdcvfe6N9xLSKmIoe8rLM18RA1VQavTP7u7urq6upqamnp6eKVOmHHHEEQqD9CTKLJaGjaevr09ECiaQ976rq6urq+tLwDdKEN65TTTfE0dNzKD4hiHG2dHK2OMvf3DRDY/8YvbtZyx6/taV1Rc+xfoEifaA7WtfBgxQg2xDqElkF+GVbydEHF0d3wAxIHrU13qMmAM1oAakQAZxkAAOCCEDVYAhg/fX4/7HP5274PHzLrnn0mseefrld9YNJV7XGdEyMiCFjPAEsvf4Zunfd/4vjz6yfPnb2751+F+dfOmCHx995tm/uQjm1ceXXDb1u//t4uWrohuFXRf8llVLrv5fe//hqkdWVfUVpdvAxgNHnXogPryQvbbfOGCE5LjTz0p0ZwGCt3Ch7pcM2KHtu/vcdaNdNl/3MpCwhyBGRCCw2aFzqkVH6fn7m/COa/PGzz3qnLmbZbv9BgxNZrgbfKPnI/5mZcHZS3zDTJAgPhUgAX55xh8cwEwSPChsdwMxMVMUQvxqGtU7WhB4wDSYAikoIkbECI6IJEwxhhhDg47jEX3jJNpTv5r714sTO5KcJCd29dsJZIFjZ81d52IGpJEIzqGOb1jM/opvSlfWVYLOwRDPzCxwER4YSvnWBx698OpFb6zZMGLJAgkjZVggZyQhjgGalGX1puHrb73vhlsf3rKNI8ME+KgE4SCU1T0dpbgqDX1K0xRAc3NzT08PgL/4i7/4zne+kyRJT0+PeqO0nxfJb9ra2np6evr6+lpbW1taWtRys2TJkra2tq6urhACGIyo+AYSi/x+2/QOBIg+KpORIwhclEGodxJuRIophg2CEKJ3kZSooGzBDDCCAEQwI0R2rAiDPdiCEoQqaBQ06uCqwEbgLYv7PwyX3LfqtCvuPPXi6x+/85GPVr0fkqpQ5mMaEBSsQKA9ASDvMiCw6J3UoZ6ys8eFmxVPVf10McZGhBQABC+Quj+iFrMM1iKM+dSAUgnDJnnz49V3P7rynNlXzzr3mutvXPH8a9s+reGTgLXACKEmyAS5dwBFV4EbQ6zFUM+bIlxfSjMBEZGtcjooWu9tjKGuVx/f998G/vdbnnxmHeF3P/urIyf/b98/6qwf/NtVkPUvrVg2OO2w5fe+DoeQVIE1F1/y902933trw7YKULP6O4IFfnrKpWNCBiCg7s8GR3CAOlKFGv3qP4HsUX6/Uv0NEomjwFGnzREAHFmwmziAvRU9gzLnylv2UMqJr8pxkeXzFycsLlF8qMdyYocAzPKWYgDZy5/1Z8rOiP9fz7x8pL78CCiQuXiAAgRAgD/m9HlDSvyXWKwiuFGW/BsiE+Kb3ayXiCMseLPguDMW5KgHauzGRfCZUhylSlJ8KKc+Kcevee+LSxQ7FIcUG1WNdWVeRAeXSVRlxR532+XdihG+uL1i+y5P9fml9EC2l2hg8YjkgJ+dOntURxgCogPBS4AAMQfX8/sdf8acDfs/vonsYozGSO7x0aejl11z87NvvL3N+eHc5qjDGlt3ZLAHKuRTwAIjefDAi6s+vPiyxe+u3lKYu53PtBuXJ2Pl36Rp2tfX19XV1d7erluOOOKIQw45BAARdXd3T5s2rbOzM8ZorR0cHGxubp4+fXoIoaWlRfFQrVbr6elZunRpS0uLerL2Fb7RZ+Mi6c+sY/JG3ho1QgYyFK2wA0IQWBIT2AR2jKCOIZF3P1xz97IV51x+84lzbrlsyYrHX12/biSmDMkYpBaaEOECyDKnJGRNI7qJ8qwq8ECIbMvaXHwu98CCcF0oDnPjmQsiIXhAYOFrlOawGTsPzjg4SC6URnhgeAxvvTN845LlJ5+3YPZ1t9301MqXP968Ia8zhKp1so6WOI4Nwj9BCNEjGPF5qfODy/SLDcv/a+//ccuTz2wG/CfP/vDIlv/S8dc/OutG8BZKhv77X//jjPbvDX1SY5ev//RP3/3r//PXZ8xeN5YmgL61yLkFjjn98opQvhO+oRK+0a71n0D2R3yjGqgBj7vnxuqMUsBxAEQUYywMusUWnSeKsxVIRT+My4lVfzSliWfcxi9H9jm++eZAnH2Hbz4/uNn5wEIVy+NqGV7oPFUObdHzFOqnG8s4qRiWdYsmeCuvBBQ8lfVTD9F/9czF+cuF5feqwvzupfRI4jcZ33gKalj9YM3mS65YvLlixlywDfOxpRiEBSAORB5gT04atthK5gJQc7h+yd0rnnktAi7Cc3TBatSxXllfm4Jc55xzrqurq6Ojo62tbWBgYMqUKQMDA83NzR0dHapYqlLW2s7OzilTpgCYOXPmtGnTAOR5Pjg4eOuttw4MDMyYMYOI9hW+iVzPskoNn6RabjjkiLYRdkIiMQoRxxohAXJgDPhg2D70wrtzFt/1q/Muv/LapU889frGLcEGWAdjELw+dMQozhmKVhCYKaqXRRgUKDhnc4DSrBLZCXbIcOicI6Jy7p9xeYAATYpV8gAKOMI7DtEqAcKTIw6e6hEqnkUA5xAjCEgIHw9X7//T85fdcu/JF17xu4U33v30K+8OZZsDthDG9EHGQCFHTIEUqAAjkK2FXo1LGZisXvHDH3Tf9OhTH1mC+2jh7BP+S8eMfzrlIg5DgAGF7xz2VwN9M/r7uganT7t0/pmbKyYHKswEgEOMVQscO+vSyo72G4AFGsp4AN/gK8Q3aKSnKuaGcUP2OCnDER3ri6lFT1JMAOWpghv5ysehed3BGFPeWXN0OecKs1AR1vBFyz7HN9RIlfW1l32Eb3a1257KuAOdcyKi2lLYxYuvCnxTpClRPddTaRBM2XhTTlqr6jfu6oXelsG9Slmr1bOh3xbmyTIk2rd4/T8LvnFA4vHemg2XXXmdY2Q+EjCapgCH4LyvQx2OlkMO8RACxzSpeu+lQWVPQrzr3kf+9PIbAcg4ElBJEwHKq7riRTJzV1dXW1sbSvP39OnTOzo69M9araZ7dnR0dHd3E1FTU9PkyZM7OjoGBgYmT5582223TZo0qaurS5/XXuGbKL7RtGp3o44Jg0m8Dd57RoxgD5/HXKeNEMmSaCBoJqhEbKjJyrfWXXXbQ2decs05866/4YGnX1izbWNANSAL8B6k9F1i9s7kacYx9Tb3LgoBXGdKMDg67zK9Sp6nOn8bZ3euaIEGstE+aa0tIs7KQ38x4uuDDz4HiILhGAr+UXBe2OufIkjSXN9jxTsLbErC2tHsnqdenH31kn8755IFdzzy0MurPxkJ20zDkheN8WORK0CFuJF6NWqB6IgQxDlQxVU2DwuqgK99CN5SAT62EMmA3JgxHxLn0ySrCNgFS4ADV4KJAMRTHMuBY86q45uoHTJygW/UrkbfsMXu7mS/wzeyo7H9M8+p2mutLfCQlEIpUbLwFxv3xCRTIKTyDezDle6eyBeEb/ZDutFeyxeAb/bq+uUDC3LnOPQQQtAhtKyBeqyaZ9BARdjRKuOcK3ZQwFR81lGx8DqV0baaLceBeABJkmzPW9vYXjZbFtfaJ1LgG5H4jcU3mWDTmL1w/lXbkowAz3GkWhGAgqPghD1AYIdoQRbRgIithTCR4gBU8tQDSRKuuu7m9z/ZZIEasweMswCXZ2gRsdbGGNVF1dLS0tvb29TU1NfXN23atL6+vrJb3Vqr8VMA1NLjvVc31o033jgwMNDR0aHPa9/gG2sQ1f8SwI6jFVjAVRxygQVyYLPBync3XffHp8+54tbzLr120e33P/fae5uqxjXiFS1zDaiBc/KRHYQAJo6W2SLWd2MJoUhqzJEsQLVkFGCFjGOVmpQgi9q9yqZLlPphmWdQ9BlNYWxMBiU1CpHNICzBB2MbmkAgp742DW8JkTwFYfLe+hDzwA4YysJrH25YfPfDJ114+7kLH1j0xxeffWfrZoMMyIGRQJa9Ze/YRmh9QQPJITls7rI0B8ZihIyadH0ioQoEnzufMjIgq6ZbBWQC24DcmpqrJTETABKALIP85LSLqzHYHfENwFEoCGsrp5rYg0799ZX9C98ontBla9mIMpGoxhZpHcpGeB33x5lhpOH/0nVtsb/uLCKVSmX7o2kApiJUcxzc+aLlAL6ZUPY1vtnzK49DNuXFdrFEVLuIgh40FEm3ozGujo2N6VFpmjrnCh0bN0Sj4UXlRhITNFyuxS3pFFb8qbOhiJRzoxQGSCLSM1erVSIqU4L2odRHjEY6+28avhkjXHHj3as3bPFA4rIovuGIkXoif4nR5RIsEMB+u1UZELCXQIhjWVWAjUOVS65ePOR4hCSHEmedtbZ4x9SQadOmqeNJRz1jTHNz8+TJk/X96aAZY+zt7R0cHPTet7S0NDc36++YOnXqLbfcohYg7/3e4puiVp+mqSimSXAjraREnUk9w5KkwLsbqrc//Kfz5t90+txr59/y4BOr1n04KhnBCggIAu+tdxliDrgErsLVqhv1IRMEAQJggVSMBTmR3EcfpP6qyUUyDecXW+8oSgRsAEpUA2m4gVFyFY/zWNWVh5mZC6ubWm4gQRlEFJzqQFpL2HoIUzSJrQY4F6zeEdhClGQTFW9FwDGGBB+M4dFVmy+++bFfz150xrxbbn1y1SvrE3XSKXSL4CheMRMYEHhGNa8BxuUjAkqJAWZNQgoHBBdsZPgACAQUweQjmACTAD8+9ZJqDEZt9fXM5lFdhMWLq+cZ2kfT9n4s+xe+KU6yS0LMRFIunVvMIsxcjPve+zIjR0WXzjtru0IflVqtVvyonc/wRcsBfDOh7Dt8s1eX3SW4YeY0TfVUOvWUlbacKz/P88Jgo6vuMp4OIejO0jBAlm+PiNTQUuhhkiS6v8JuHc/LBh6VDRs2oORX1WXDtm3bilvaqyewx8IFvhGEbxq+uf/Zd5Yue26bo1SCFwu4PBlFdAJQFM0CRD5E8gAjkm/kenciJnhl5wjYB/HA4y+tuvqu+zU1kCEL3u6MJCIdj6y1vb29GhLV3Nzc1NT0ne98Z+rUqWqPUbXTF6ywZunSpd3d3T09PdOnT586dWpPT8+dd9556KGHzpw5M8a4r/CNA2oUR12sMiqM1Vvdfc+8e9kNy046e+7l1y59/NnX1m6upaFOtvWM3MdA9VRpDOFGUgbipB6KFX3wNoSgaak8HIFjvTayvgoOrOAmWJcK2IcYgdRQW+cAGs5gNIpaFMmdAdRqNedcT09PYSytVGoi6tB1AG0d2ggEFudDHtkBZEymacSGhoYAICKtZRFMIMMmCFhRVgNfZpkRIDfOeQ6CHEgFKZAANeDtIbN0+Su/X3TXf/zu8jnX3PHg0298tCVNAlyEDXAOYKSJhRCioWAACnkCAUJga8FC1kHgrdP1vE8tixeAvMD5YJOEcdTpC2sUjHaeukcv1l3nB/AN8NX6p1Ba2paXvLuUAqCrdhUGSJ1v9H6ISBeyelod+jdv3qx7jiusOzw8rH8WRl8dXnQeyvP8yzThfFPxzT7gfOwjfLO3l50I3/T396NhehkbG+vq6iKiMkNU9SqEoPrc0dGhfAnVOrWR6/1kWdbT06MWIO99X1/flClTWlpauru7e3t7C6Z8pVIZHBxEQzOZ2Rhz2GGHNTc3K8WiKEP07W9/u+BmoMFV/d73vletVssZ//e1fKPxzWkXXr8xQwI4sEee2xHAhbzmGYnx1kUBmOuUQPIhQZ1Xq6YeabjVBTCMIYdZl1+1lVFhIUQgFMxBHZ4KjFwua1VA6YKxqDfZ2dmptOL29vZp06YVxypf58+Ln5oI3wwBH+dx+eoN8+9efuIlS09bcP91j655Zg0yB6t0Vtb8FlwP36mrBjzDRuSMlFGLQDICl8N75EZyBxZhMiYjyRnBM4yH8fACAhEc4Fjc5KmHNLe29PUPNrd1d/cd1trRP23aNKVgt7S0zJgxI03TMiMnxtjX10dE6r8TKWc95dzUZszsa++Y2to2uW+gu72zpbe/q7W9paunc9KUyYMzphtno8HMGUdOam5u7uv4y+Yp0799ZNPkzr7WI9KAvsP+6luHNPUMHp4H5EEI8AJgBBhlJB4mQ6wC2xibAzYTXvo43nj/6+ddfte5f7jp2sWPvPTK+koVPgsQwKUxGZLIYMAYEGAdArOpA0L2gVzKnCKAYyAi0Ywo0efAMWdcU6PgRFggkUERHLETvon7etreL2X/wjc6bQwMDBQoHKVAqp2lt7c3y7KCmDkwMEBEOprriI9StO3g4KCI6EL2iCOOUHikbFC9Vq1Wmz59OkoOr1qtNjAw0NTUNH36dGU/oJQ2/YuWbyq+2Qcd6qvGN+P0sLOzU6cbVTZ1CxQmkyRJjjzyyGnTpql/QDO0KYlixowZ3/rWt7797W+XKTKTJ0/u7e1ta2tTkK14hYja2trK99zU1KSK2tbW1tvb29HRoe/ae1+mTuqMpgFTxZyoRFV8gZQyJTV+zfENgeP2pIugCAIeevzFG55cNcTIQhBKgDQ3VQsMC+579cObHlm5LePIAEct28AIo04S4O5nX7//xdVbPBxgkgpiFmMWEGuCR155b9E9T+SAjwAjAiZ4tVikeTZz5sy2traOjo7Ozs6Ojo729va2tra2trb29nbdODg4ODo6ilLc3bjgva6urubm5oGBAV0IgiHgepawBr455pQrPkVI9WtvgdTTJmAjaC0AFpiAhFADNlus/MDd/PjHJ8697szLb7ry9mUrXntv01jqBYwYyBhEbRZcbgLHnAfOsjAGGKQjkGwkDAHVKpthzRZDyB1nHINwzkkGjbbP/uPI742MjFHQQK1oYhicMb2+/AVqNjdgDxhEjbrv7O4CAIEE0gVEd3e3Ov4AKASMSgL3TgBrbXd3N/kAQW93HxjVsdphhx2uKEj5PTY6xz6C23s6DNmWzlYvIYIDGYAiu0mTDgF4O++nkTpOImuGw/osIgSQgD14mzEvrl595Z13/eaC2b+54vZ59z+//MORtTlGgUSQRRhGhIkwkXONhAdp8TkCM4WcogUDIYBSwzj+9AUVIqNFhyKzdxwdi2N4uLwerx4yiEFIYUbBGb6xst/hG/0wffp0XZh2d3dPmjSpr6+vo6OjpaWls7OztbVV91FCZU9PT8HU0awQ3MjwhNLwrYGTRcTstGnTioAX3UFtMzruxxgnT56swwhKa6RyFpwvQQ7gmwnls/DNTpcEwCzeAVsjjp/1BweA9/pJFHpljClb8pTlCYCI9HMBSgrbjC7Ie3t7nXN9fX0ACoVMkkQacYK6tiQitaMbY3RnzbxfJpKq0YiIOjo6Cl4O7xhSrlc0xnR2dmryW50R2tvbCzBUKMnePo3dyjh8Ez1w7KnnjwgsIOwRCfK1wDd1bg2rWlVyXLrw1rdGfAUwMQAGVAUoA5Y++uxFdz55x9NvLLzlXuOFKSL64HNPphJx5W333/LYCzcse37BrQ86IKlVEC1gAygB1tXo91fevDmNgcEk1SzVvqqRyVu2bMGOsVQF1Vy3qAmueIUaGq2HKOJR/VA7trV2InyzAVFztrokizHm5AmwLjhgzOPjzZVlK1+bc80tvzn/sjnX3XbvM69vqMmmVMYcGtQVIQ4s3skO9ZaDklkgjEAhFwSCR8iQVE1ly+wrLmju/b//347+OVffRhyAUA1qG0sd7BjghjO7ZcsJR/5gy/BIHmSEbS5EgPWN+lzeUQP0EOAiZc7qt06pwYBOG2U+5pQpUwQwzkrD/t/a3KLen/bWDtW4Qw+dHKNQFAGsC55cZ3fHwYce1Nvf09vf09bR2tvf09Q8VRCMTQDq6uoYGtqCxgnr+egji0KcxovzNlJAZNgII/W4+hR4bxQPvzp80U2PnXThdeddcfMdjz/7/uahDEiAKlBl1CIybvj7BE6iBeXgnBGCI7ga8KMz51e5/kaE6+lrRSlBSuhu8Iy0U4Xwlc8IX5zsX/imiNAugEjBpUPDutPd3R1jrOtPyd8KYHBwUCkIZUaO7tDb21tQJfQrNe8XCx49Q19fnx6r++vGciivlCg7X7R8U/HNl+CfGr//PsI35bAj1dXu7u62trbm5ua2tjYiUgJonueaDR+NWUmNhfXgFWDq1KmFMnMpBX97e7vur6jdWqsIO4TQ2dk5MDCg9zBjxoy+vr6mpqaBgQElZqCU0sYYU3jBWlpaWlpa9CTOud7e3tbW1oGBgUMOOUSDiAsqwgF8swshRE8OIEgk4gh8uH509mWLh4BhIkM5YEJeAVALOGPuVW8ZrIs486KrNw0lMYp3RthHtiOMn59+/gaPIeD4My8c0UTqwQIhCFsgA+YuuvXV99YFwPmi3piESGleX14rFFXHlsbmlRNgpGmqY+W4vEYhBDXtlHMuTYRvtkr09XcHB2xxeG8rnn0zmbP47nOvvOX8q26+6aHH31i/UeOAErhYJFgXeArWG6WtFAFWxYvUd6nRYSH6xKYQwlj13dde/sE//81HEYC5auGF72xOhhjOD+e89X3yOZK1ZBBBw2Mn/9XfbRobTYHN8LZRQ8p7P3XylP7+/paO9qb21q6+3tbOjpaO9qIeTXC+s72jHFcvIlp9HUBvf19nd5dxdatma3OLhmjNnH5YDMwk06a1AMhym+VWAGE69JCDIvneni5rso72VpOn7W0tPuQABTLTpk0F6kRm73256k5h7I3C3kPriHpl3hCcOuzAmvd5G+HNTdU7V7xx3pX3Hjfrijk3Pn7LE2+/uUVGgVFgW8SIYCRihLFFsIlRA2qMT5Ow2uInFz74gcc6wsaITR6bHbYGbI3YSNgIbBZsIlSBrQ6JYDjDl+SN+Gpk/8I30sgXomEdbW1tfX197e3tM2bMOPjgg9vb20VEF7goUSPb29vV19za2trT06Mm23J3DiF0d3ejNLMSUUtLSzn4tr29vbm5ubW1tbW1lZl19WytLVP3dKA4gG8+p3x97TfYFcTx3mvYprQbAAAgAElEQVQWEoUv1WpVGgxiXTQaY9rb2zWXrNpyisJBAFpaWmbOnJllmR7V09PT2to6derU7u5uheDleMBCgWOMzc3NOlD39PQMDg52d3crkVRN7wXXRysqtra2aocCICL1NCiAOrMO4JtdC3FkRE3mI4AXPPXiW0seWDFWr5nhAGPSMRaMWVx72yPXLH972dub5lx7uweyzACc5VUBjQELbv3jvc++dt/zb8+5dunGmg+A9S6SZYgHahGPPb/qnkefsgJDEoHcu9w7AVzYrmoTSdm0My6Ju24veoUC7YnwzShQMx4sANbXzJwlDxzzu+uPO+e2+9/Y9MYIhoEqUBGkLAExgiRY9oa94eiEPYuvv+9yNb3SCxQgBnaeIhCNk+HK2nff++5//6/rCDGrwdUywSjwyivPdXZPOviIvvPnnnHM7HOHR4PdXP3NzB98WqmMAZshCXtfH/sAAViSJFE4NVatSGNuyPO8WI9qomelp3V0dPT09LS0tFjvtrMsBf29fRBE5w/+y4P0znW9K0AU9hTAcbC3x+dZa9NUcOzv7oJwV1srQO0dzW3t03p6urIs2W7nl7oJpxCFfaFRfqeh1qzDU24zG53WoBgFNgnWRayJeOiV4Quue+L4s64+9vR5x5524c9P/8Pxp5//k1+fcdzJc396yvlHnTbnP85e+MvfXvCTfz/jvMXLph93xb+ceeWPZ1199Kyrfnb6FcedseD4WVf8/Kz5R5952f84+axjzpl73Nlzjz1t9k9/fc5J515+6jnzzZeXsfbLl/0L3wAIIajulc9W7q1TpkzRtW9vb6/aZYt8x5qcs8g7ouK97+zsxI64RJ0LxZRTsEGVfwZAS+1qpd6enh4l+mDHcJgvWr6++GZfT5Y7yVeHb9D4dQXDQcv76FeTJ08eGBhQkNHV1VWOWgLQ29vb3Nzc29t70EEH6efW1taC16WikEi5Nc3NzTHGjo6OEIJinSI2UNkXekh3d7d2hLa2tgKO6zl1PFdKpSIhvZ/W1tZyHsID+GbX0rgki0gEEo8b7nrk6TfWJewJHCgnSikYFq1ChYvvWn7DspXvbawod4Zj8OS8hARYn4alj6y44b5HP61aLeAQAQoOQARGMvvJ0Njli27IGDkQhF0kz5EhIe5pREOMsVjzjavrUQ7MazyvXeCbMeEIQMjZJIO8n2aPvb9+3t3PnHjZredcc9+Ny155bW112CIJyC1CQOM1RaknAuYo5MntEtygzghBZERAXEAWzGj1/MsvnN73f1180cMxAezLtaFnWw771fPvOcQ/XXbxWa3/+DfDCVDFSd/+h/V5ugXYBK5G5yAMccbmtURPTkQ2N2Dxtm6SKOw0BdgXkcmTJxepvlXvsyyLgSBobZoWnYdg5vQZYDFZruW6PIX+wQEBINzf3dXZ2gJh9g4UmiYd2to0NZDp6m4zNokxALw9KFFQBjf6pKJw4msBPiIQvA01G2okOeCE4bxkHplghPHmxuTWJ18+//q7Z8258eKr713x8sdVDwdYabioAAuuiM8ZAgT4LRE/PvuqGjgHAiSK8vwpIng4LYJWa0Sn13KcedZc/0024Oxf+KbQRp0blCjT0dHR0dHR1NSkw3d/f3+RNu3www/nUunclpYWNHo0NQo1qOVGIXtTU5OGT7a3t3d3d2dZ1t/fX/CF+/r6Dj30ULUBT506teBDyI45lL+0LH9fX3zzhctXhG8KNShGsDzPte5hV1dX4R8oR2KjRFdX3nFRkAFAAYwUPSvtZtq0aQMDA11dXWqJ6ejoaG1tVQXWnTXKtTDVFFlO1FFVxMOq60pNknoeNEg/2lOKzE8H8M2uRZ+JRAYQgYxx0XVLX/tkTFfeHB0kAEQcjcBpNWoBAUwSnYUgAh6oCrQuVcWTB6ouEGBi5Bgg9fl+azWdNXtOKqgBQdhSCMIhkjRGnN3bjXcelaTELlSl3L7ymwDfbPbWgyEB0RDc1lgbBVeBUcb7W8xDz7x5+aJ7zp2zaN7Vdz35zLufbg5ZPaYJXmAp6j0T4kT4JnL9X0sBDLiIyGOUwa35xbFnH9n3fb/5qRdfvPtffnttFYB72W16/6///RejHjSEEwb+/uOksh4yBligSralo32wf6C3vbN1SlNXW/v0vv7DBqf3dXV3tLS2NrdopXSl1xQPQflxhSmLiLx1ep8mSaf39YsLg9293hkKDuDm5iaAXbCTp04ScPC2rbVZmCJ5Cg4SvTM93Z1qv4nsYgwaT65z0q4sNxyEIxzBGc6tWEK9dFcaKQg2DWXLn3tz/jV3n3ne4tnz7r/v8bVvrwMBqYXxoIgQFE1SdHkkK3ARAQJwALJM8LMz5qUBTueAAAR9EZGZYj2YiiPXrV8n/vaM3Xasr7vsj/gGwMDAgIZBDQwMFHzh/v5+pTXERhZ8EVHLf09PT3d3t4bR9vT06MoYO2awlJJvK4Qwc+ZM7Bhx2dra2t7e3t/fLyJKpAAwadKkMr45YL/Z85v/M77aU/nq7DflQKcsyxQ0tLe3F4nyenp6VOvUB6SxLIq2u7q6lP6ieEXjnoq1pepYZ2engnIRUWNPOSZLsZGWU9Tzi0h5MaDnUWil91agn+bmZuXUt7e39/X1ZVlW9I4D+GbXEqNI5BgIQABy4Jx513+cQAjB6XYGSEAmOoPowcblEKK0CiEiUjqnBxJyBM587sl5chEImiJfEAMJUMvNr8+YpStsjZ/yHPVnF350nkDKWbycc+OIOCrFPkQ0Eb7ZBnEAfERuIBTYCAKEAtUpQV5QC/hoU+XOZc/OmnPlybOvvPL2ZU+/+dH6ii14rxHb39/Ob9GaTCs5sMsxVvW1MQM/bBzCR1dd+LO5Cy5f9t6mfzrppFE/Gnxm3nn57084YVOOfBNOOfxf3q+ObIAkjBEydVZUIERpPngSGNE4hNjT1gGBBFJ9ESBE0kmiqalJo88GBgY0jrGnqxuC4LyygAe7e12Szejth0StzGBM1t7e2tXT2dLWzIjWm4Hp/R1d7VOaJvf0dbe0Nc84bPqhkw8JZPoHuiO7enbHEtdHJ48C3HiOnqOALYXMRzXXbajJ8tfWXH/3itN/v+TC+X+87d4XX3lr03BNa41rOkRWg6BIpOAQfb2QFEMkaqEMEBB9GnHc6VeNMmeackkQIkUhQvTwUHYU+RijDxKB35561ped1u1Llf0L36BRJlCHZhE5+OCDi68Uc+ggDiCEUKlUmFkL9BRch6J3M+9wY0TU1dVV5EQojD06r+gV6+khgI6ODiXfHHHEETpbiEhR+OXz/8w9ka8pvpFGGabd7PB5r/HV4RtmLmweRbyS6mRra6t+pQFNBXe4OHDq1KmKdVRpNdmsHlIoVWtrq3pFm5qaZs6cqaFVANQMCUBEdOPg4KASDKZOnapfFawaYHt1iI6Ojhhjf38/EamjFg1tL7j5B/DNBKJelcgAAjBGOPGCeUPQOaf+GwMZgg/wDl7EgDO4GqKBNwCqIWaAslVYHOAACwTiwKhbOLwzzBSBX518iuIbLb6tVqLMbDf37V6KdZiUcqQWhkHlq9ej/ibAN1sgVn+qlme0ASHAObAB54ATkAWPRj8K1IAPc/xpbXLTshfOnX/jrLkLrr/97lXvra5Zq1aKoppjMe5YbxQO5iGDBIyOPnTPbUseuLUCCfT6v/2y//annnguwyH//R+efPu5xNbuOueUw374o3VVmK2Y9YOj3h3bthXIHaoIBmwpgAURh/X0wwYEdpWkp7kNDPYhBlLXEkEK/VYm2vYO7INWgNIKDF0tbUdMn8nWQ2Ik72weggOYOAjYuJwQp7RMNWQjuGYSDQ5v7+mwLu3qbovs/vIv/x+iOv9JeW0FuCGOvtGcQ+6w5pPKHfevPPMPN51ywZIr73j5sdeST43dQrEKGEhAkEZFdocQEAKCWsYAqOZwdBEmwgEMyoHMAkedcWkaG2BWGOTAoW7JcQ7CRBQBw8iBE2b9/hscHb4f4hsAMUaNX40xHn744a2trZ2dnVOnTlVyTEdHR5ZlxWpEQU95lO/t7VVoUhAn9UN3d3e5GKHOSeXb9t5rCjURKWaCpqam+pMqJcj/cuRrim/KN7/L7buBPnt89q+Sf1NAHGnwiNWJCUBT1KjyKOVF0Z7+q+lkm5ubldqlLtfitDoH6VGqnKrSSrFXBr1y3rVrTJo0CQ2fFABrrUJ2zeCHBtm0ubm5v79fraH17PxAS0tLUaJHRA7gm11LBAojShDUAn4/f9H7Q6lj48VF4dCoVRhJ19fbObb1X66huFwDcoEVEAEpccWTq/u/CHDGGGKccPIFmaAGRKEomgPP5SENID3XjsNyqUnjQuUmwcFGcBAwg+qjBSgYCEUgAzKOmlLFAT8/dfaw2m8E4EAIHiQA4jgv0/bXo1HNNWAMWJPFJ95ed9FtD/7qDwtnzV+5+MFPXlmDbaFeUdxw7pEiJuAMbgzIqiOfAiZPhv72/zuio6+rtaf1mmuvkLwKyv9463WH9zYPNB+85Kobf3z0sZnzcPgfP/jbraNDhiyIHBsFlDVKWvpaM58AgVyaC3UP9nuwC767u1tZNYhcpE/QJIdFnKEAuXEC+BAFaGlt1w+piwRYEheRpJrYigDA8PT2/sN7v33ot5p6277d2/HdtuYjWpuPFKCzqz8yWlo7KcIHCYTIsKESEQiSWMoJVvDRhvDQE++effntp19440XX3vP48+9sHDUpiVYmZySMGmOUMcyoMDLZIQnhTiJg7UkCUAOnnrYwiWzrg14xSyA2ELMuD1VnTzj10i8ogfn+IfsjvgFQMH8VrBTbRUT9p7oO0elBucYA1MVcHK5pIIoQKt2ow3qMUYGLLqPV7B9j1BMedNBBxW5qFirSSeCA/eZzy74JQIseoBACATXBL8++8BNlFpSm6iJ41gMCEokOdgT42UkLc4Dx5/fsutW5IWoOUQydpikzqwupoMIo/9d7XxSCLVdyKIK0QwiqgZpER1GO4h7FLuUuptaalpYWapRR0y2FCVOlra2tMFKqJEnyne98pyB17EM+meiI0fBMiERCDIgAW+CYk24Yhhg4iQwOiF8HfFNnwAhHICH8YeHitzaMEkIAMXYY8LSg6C7ADUjLBrG4enElafhxWCGRE2DbiJ913vwkIgNcVKqEEziGBQIzASifvNyKOO2dWojgCOQ567M0xgHMmRXU3Un6tGoex5w4d2/xjaeQ+5D5mFE9g8tYxBaL1Rvlkec+uuSaP54++6q5V978wIoX12yr5kXPlxhdDqHayFafjEAcsjA2NsIhR1JDbZuzG0aq74M2rfvw/Z8e+5OtlS0QL+w2V7cYWI4WMdjKSF9na0f7NCBAghsbQXAEJM40tbZ0dnd1dXUpvmmeMnVwcHDy5Mm6vDj44IMHBwebm5unT5/e2tbR09tfSzKKYqzvH5je1t7Z2zcwra21o6e7raO9p7d/+vSZkydP/fZh3/E2IshAV8/o0DZ9EGktAdDd3e0MyKO7+7D2rsE81MtEpaAcGPFYO5ytfOPjhTf98cRzL79g/i1/fPL1T0dkYxVjFhZwQB4k98FFFtgGxKkwEoHXXrXbDncA3+xG9jt8o0WjOjs7dUA3xpQNJyEEhTKajpIbOewnTZrU39/f1dWleUE0wrYcHdnS0sI7FuwsLDSKWjQvTnt7e5qmRx55JBrp0QqicSEH4sM/jxT2jH1wIvbKqsuBX5594RYBSg5HlNBAgW8szKh8Lnyjr6PguKi/SdGMxkxpONVBBx3U39+vfC9jTH9//6RJk2bMmKFk4YMPPviII4445JBDZsyYMWXKlO7ubs3nVBBo0jQdHBws0hzkea4x5ACKYpzd3d1q0Sy0uvCuFkkIt2zZ8v3vf39c8c7W1taDDjoIDd/FF4VvOJbwDVng2Dq+8RIZ0X898E2UBowFMsI1S//4/PufepYgcJFC9MQuso2cR87HwY4C3yhCIvJ1fgYF9o69E0EIjthFYM0nlcuuuK0WYBq9lMRGSQEDGFAOch60y+ZEihJXoVGX24lEBOLgPAlgLaxjtViAAIYjBKoPHQY49vQr9hbfgAlaRoAhhEgQQVTPiRaYTPyqjzbe9cTLc66567e/v/rq+9554M3R9xgfCTJg5IO37vjtv+PpJ/H2s2/944/e+Psf4tVnser5Vf983Ov/+it88Daef+y25q6X/u5f8OrT+GDVq/98zKs//BlWPY+311993G/5w095aBjkCMGCxiSr2TwCuXcueOLonAvOlxWnAP7KNigsNwIEYusCRWEBRRvZeW9jDHmaQeCMBwNgCgYIPiQujArSzG1xPAQEYxPPQoDVVDRVPP/uyLV/XHn2gqWnzl206O4nV60dHSVkQAYkeaRGiLiW1mok3AsCL7AsRuBF4mco/gF88xmy3+EbACGEvr6+QhU1r5UGPWmsrE5gRQxLMUyPi7MVEWOMNNg8avLp7u4++OCDlc2gBxZZBNU5qyGBuiVN0+9+97t6knIRny9Hvnn4Zh/qiYgoBTACFvifJ5y+SRejO9oqVOpDh0Sv+ObkBRZgpLs4757df4FvCoijOwwPD/NOMVYoFbqnHSuBcyPWT0+uYEXhiGodGjyKosyiblTTVJF5Ug/hUqrAwsqoB5apNuWUTrJjbODnlInxTXDAsSfdMALU8Q072f/xTX06V1ILkEc8/sIbdy9/IbXwim/0f2SKQqIQFzn5EYskMBHwDK7/DgZ56JMBQvQEVEx8YdXapfesSAMsvGNFIEHEABk4Bzut37nLVr5W0ZTGG4F1GzZeePG8u+9/hAAToPmbYtTEtgSYSLZGOPbMBRPhm/GPpRBbgzfgAArR+eCIAiAwdijEmiAQkAPDHusTrBnDfa+Y85a++LN5S4+bd/WSRx/7+KVX3PLnnjzuhOf++ae0crlb/tif/u7oP/3N0fmjy83y557+u+OX/9Pf4tmH8Phdzx/906f+9Uf2wTv9Q/c8c8zPFv/4BLz0PjaNITPOpha0MYyNgYhjNakRR+KomBKA9qjYqE6SpmnhrtIJo1araZZx/XXOOQgoOJOnADubUrQNypXzvhYo9cirtuLgHYJFMGy0uvfLb3/4wJMvnjXn2tN+f+286x958vVPPhihCjBK2JZx4hGBoDogDDARafHzCBiSxrON20fJA/jmc8n+hW/K7iQ0BuVySfByrjM0jAEoxcSWnUeF3b6oYli4A4q5J0kSRQA6UelGPZsuqcsVnguu3uf8mXso30h8sw/PxjHEGCLggF+fM3uY65fY+SoECLywd0hHBcedfIUFIpI/77rjUE6BKgp2l24p19dEA76gQYsphlb9SpVtZ3CmXWCcwhtjCnSiWl3ArILbVK6tVtSIUAUugyrsU3+rFP81spoRxIMhuQeOO/HGUcBAw7UM7//8m/olWQBEhgdWrx+58KqbPSNI3UASYQInAmd8EoWKVgY6juvJ3GKU6DyItN4kR2gV7kxwzZJlL6z6xAsCjCPdn1kcYi4+F5MhMiLtuomtNzjAFX/WPOUMB2wYqS2+/f7zL7lmxSsfpEAE0uhrlAoSYBRILXD0rIv2Gt/U8+46Yhei9RIatOgQxXsJBKGGPckW0VUBo5vNc0+9c9NNj/3qxLnnXrZ00ZJX3lsL67BpTb75o2FEIIahtR9ue/9NxASUfvLaS+m6tVo+acPrbwx9uAbGwnthCtEDLEwc6wtfT8F6p6UtXPBR6uuAYlwo1hPl0DMA3ntdDURbj2z33gMkCFtGN0QYCrl1qQCZjxbY5jDMeHerffjptfOuf+SEMy5duPieZStWbhwd8SCCUz45YQdoKyZDyBANxHN0dYjDCIpnZHvg2Wcr/gF88xmyf+GbQnS2KMos6FJVvypARqGZxRRS7KbzhHNOcUyZVrydk9GYY8rrYOxowiwjngLu79tJejfyzcM3+1acs6Mj24ZHR4Zq6X3Ln7O7ei06iEVABxOHtAocd/J8B0TZZ3WzC/tfMWCqwhRKW+S8UWUehzAKpS1iqRTWjzOuFFn7ykcVPxMN4FIk7lMpCEmFthc3LCJlps7nF9E7KaWkD8IeDEkI3MA3GlCShv0f30AfX+T6DAJsTeI5l1xdyeEishA8vBebh0zvrwiQKQo1a7MUI+BZfKPWD1O0uaEADyjKOP2CRZvHFNakejbrXcMwA4pK9nG7bDGGGAMzFU23pMCQkQwYA7ZFvPDh8O8W3jN38WNrqnYEyICALLgNQM0C//TrsybEN+PtRfUXTAgezsN5eAIRyEkw0RUsJOJI5CkaKNWEa2JrcEEdaSM1jAFPrUkWPfvp+fOWnXHuzXMWP/z4Kx8NbTJplarqUwuI6r+xjeAzDwEHEIGHswrVQ4o4mDwGIh8AVJOaALl3UdPclaoMFm82z3O1AFNwmsxGZzuOARHesZZTNTF4wIAMSG9kLMdwhkdWvn/DvX/67fnXnzvvnrsee+eVD2tbElQdCMiDcb4GmMh5oJQoBTuQFZPCZCAP8ajXNdMUA43+I6L4hmMD4qh2T9zhDuCb3cr+hW+kkVak+LwbrkZ5OikD9F24JxqlEIuJpLhcsb08c5RtOWg4yNDARvvQnr97+cbjm53fLDdC8ffkcO99mlSHhrYMVSrbkgm7qYhEQMRIsE6qVeDnJ8+3AHFF9lImukRZeQpTokpZkcq7Fbac4rTFh/JuUnJR6b+K5svZTArtJdoh1W0BsAqvFkr4ftxFJ3p0eyUsEGmQWwnM9RhX8GgE/fy3im8QhQk1J+FrgG+0oHTR52qEux9d+cQzb9YcshBMdATeOlLZvDWLDBdJmy8FAwdhTyZEb6PTCXJLJVm/bdQDFGFIUmDFm+uuvu0po1gG1RhYIuuTHE6NTuuaIXCXbYTrbVQwKtv/rAIjgk0eGwPWOgwB6xm3rdz8y4vuXPT4ex9U4QDEtO4+PHP+3uIbDVdWe1Uj9QsD7OoxRKrcXOcFUR40Mx1gYshMDkGoZSBYuOBzk6TvvP/x7Xc/csnFi/9w8Y0Llix76dPR9RkyIBXkjsGAZ1gHYhir90FgJyEnG8EQxEbmm8zktTzTa6lzqrDnlxXHmgxgZ3OAk1pFEY+AIjj1VpnCowEJsDGhVZ+4a+985tQ/LL7gijtuuHvFC29tXDdMOZAKMg3mJgSu22BMzkVaZwWdCmgiOw+2TCZ4T4GZIBGR2DtBYGau5+DbHl43cQc9gG92L/sXvikjj7JPqoAXZZiy81HlqaVcJ2gcs3jcfZaTY+18npGREf2wb1e6eyLfPHwz7smXp/biJe45vqEQVCEjMFbbnbNJFN+QcVKtAT9X+83e45ud38j2m2loaYE2pOE8LehcaLDECgpOYaGURoqm4ihV2oKFU1yleERFaHf5oeltlLNQatE0AN77ojaRlCw3u8Hre/tMJsY3w4RQ4Jsg7FAxcF8DfKMEVU3xlwc4YFONL7hoUc3BA6nPCXjqmRcXXXffG2+MFPhmHMoROBLrxRGwev2GxXfcc8eyJzNAgCTEDDh3wc1vrSdNjAOpQKD4Ziw1Z86++LiTfvfLMy877tR5x5++cJftqLMvP+rsy48+Z17RdMsxJ1/4w1+fffQZs48556J/Pf3CH56x4F/PuvFHs279u9Pu+v5/LDp13gOvrx5SGnTi8bNTr95bfFPawogMivABvpEaiIkpMkVE1v1tqAAm+gRsIUGCBchGA58KXECQCA9sAV42ftnqT8+685lfXLTkFxcsuumJV9/8tGo9vAFHRGf1EkSeY+AsBzFsqN8SCwBPgQAnMZfxfIJiWaz4o87jo7qfC+CxbHMWKx6Usny0tXr/M29ccOWdZ8y9ZfaSFx94tfJRik0WQxYJIQACDgEiMDbqDw1U90cRgQiBEQAjSCIZcAFVPeBZOzCDGRxYHDMV+IaZBVp9daIOegDf7F72L3yDHa3oBeAoAE0xvhdTws4JhceN+8VJxplkUJpXCqtMeaIdx3vAeOj/hcvOs+nXHd+MC9WZSGf2UJGEybsM4AgMj4zubk9AxHDIFd8cf8o8B0Qe3ev5eyfR7eO4ugpxxuGGMsiWkuuzbBqUEsopMFBxbNl+M05vC4fXuNMqnWAij1h5/10/t719PgW+oR3xTRxi+F/8psA3cKgY2K8BvimuoOHfLD6yu+GOlcuee0VL+SRAJZgkD1decedVC29+7731MYKAxMMBGZACm2BqwNptZuH1D1x65V2vrd26FdgIXyM44PlXV9+05B4IEBrYcI+lrig75b6pNwSwiTGLMB6UM2oeW2s4d/HTlz3wp0ffWzukMx2cJRx/0rXDmt9vHL6Z+PlMdFmZsJGAGIERonjiOnHHQSzYIOZCuZBBtGAHgRAEW4erD6946Zz5N50w94Y5tz9z28ub11TNVo9E6yhFMNcxFiEKyMdcLUZ12xuBIgIhEFyEEylCzMCMSETkWQyQAiOCLRQ/ruLRlzZcdN19p5y/4IL5i+57/MmPNm6w7BvRcNtD5FQlJsp7tLf9Z9woI585Dh7AN58hu8Y3BaAZ1+ANAcMRPzt1jkG9I0AmUvN92HivGmnCRnFwFUgKTiEGYiY+5Ev4CXvVdi0/mbV4CMgQgQxsdeIiXUEIQ+DF/fS0y7dGsED2P3yzt7KbDk4xOGN1DqxZjIzujkwjovNfLcDnDr89ZZ4VGKCgK+yg5OBS4tUvtyGAXX1W8lVNXspUASeQDFIP09F0KkAAT9C+ovuPYEL0IAsyoBSUIFTgPMwo8NMzf7+BUAMcwlgcHUNCiBAIZYpoDHDcabM3Yr/HN2MJL7j63s2jcMC2JIuC4CCB3vhk9KrbHpl18S3X3vWnB55f9/In+Wsbk5Xrtt761Menzr39rItuf+3tYeNhYvQwlbg1A9aPmIsXLt42ZscqWd3DE/dimajToUTsstncMYMFtcw7YCTFQ0++fsrZCx9+ZcObI3YbkAHWJYDxwHEnXbVP8E0o4S+ry90AACAASURBVNNxbZf4htgFiAc7iZbJMjmJHhwg7I13xlJQpPiJi8s/WHPTUytPu/SasxYsXnjHA8tXrd5QC/UsMhENHjcDDjAICdggGNRzKbMuhnzDr1fkk86ATUaefW/Nlfc8ePrlV85eeOdN9z330nubt2VwjWB7E3ZAMOPAzc4QRxA+D7g5gG/2hewlvuHgBRXg56fNdQBYIASOmoG6aIU+l+MJPlcrByPsEIHpd9kS5a1zvWSKctjDRCdh7LP7/IJ/749Pu2ao/o4MQgbSwsb8TcU3QD2KU0pZc0IItXTM+QwC8gJBFFSqnxEMFeFdHM18Ghi/OmGOEdQoCvuiQULRxtFDv7QWAUshgh37CI4gQtDM/iyOxBK7AB9AGjhTpnmMo3x8JQ0So3I8o3fsLfuMXRothdwBv5w1d5ThBT7kuaskMfUShMEhBQMCCxx/xpxN+z++EeD91SOXXn5b4kAABQTHkIrmc3trXeWZ1zbdcv8rFy+69/yFN8y/9a5bV3z4/jAyIDFwFtCYPyMpcMPdD636YF3i69OQtX63P3S8SL280a7HEQFSAwIqGZ59ce3vL77luqUrKh4jBhmQgwkU3AiQOuDokxfuLb6JO8KaINB5fg/xTQFxigoGIVKIRI0ZRVefUbwVm8GkyGpIqkhGgE8tVn645Zo/Lj/pwmtPnHPNdfevfOHjimGkAQRE8UCOWIMfgxlFsIgO0ccYXeQs1u1qGxye/2hs0X3PnDnvhlMvuXbBHQ89+fZHH1TdmEPGdWRjA6yLFAFgN8hmlyhnZ3tv2eq7e3CzRxDnAL75DNlbfOMNYQw46sTfOYAp6qPdjUHyi20TmGNy4QgwQxqWyIgG8+zr3H5yysJtDAMCDNiBYowxRP8NxjeFlAPoNg5tGhkbrndqBgTGfAY7KsYgyCKIgF+ecL5luJL9ZpwV5yvU5xgAqf9bz4Cxs8J/1Xr42a3xfwSCMHyIEb/4ze8TDzDg1ejLjj3H7fjGAb8488LN+z++MYQkxCdXvv7AY++t3QQHVOxWQZbYqqacMVSf9R3DMZSCasEMH8kiAgHIcP+KZ+989AkLjBjn6uUg9s7Jr5NiqNNexrfUewK2jPqL5i+56voH3/xgJK2zOdhymoURqbtlagY46vQFe4tvGjqpa1nWxDMh0kTz+ji6w/aOF1nrW8dAMRBT1C3Gek+6Lg0kuY81Qo2RJEAlYiRgVDAKfFDhB15YfcmSZb+eNfeCedcve+6l1Rs26RyfReQReURGMA2zzZptyf1Pv3Dp9Ut+O+f6S25++MGX3n9vq9nqUYXCvkb2Z01ZVP6dO935Lltpt4mewwRK1pAikuUAvvl8spf4JnoCEuD40y5QCi4LnFr9yq1A7HHCxOF718adf3ubyETPIMCKuraEdeyY+Dz76j73VasnIh3ffn7a/BrgwCQ5pAjsoK87vhmfmqygL4oUHbwYFpxzI9XK8OhInmZgUG59bnYzaBSHR2SGbCWh8y64cqjq/E5hKEXArRf3lTRpjEJBYJkzjh4wgqLwsIvk2BPXbZFf1X1O1AJyj8wh1WaR5Ugy1BAxWomnnbuwYgAB5blS9xz7ne03XwN8Y4HhkK6r5Q89v3bRPc+NQMZQTZF5ICX2gAfn5A3VXfchYTCyfFSQRqQO1pA8seLFOx58qOJDjaIHshAIjfxveyy7xzdJrCUxSyO99cG64YwckANJZIQcUmP1FVICpBlw9Bnz/zx8o1N/gW+IdzOv8wTzSsNCrXUpGn/qaBWIQ4jSICkjxDpOAlxEFmFQrw6RAu9s2HrviufPvWLRqZctumDxAw+tGnpzBFuB9xMse2PdpUseOGXOlb+bf91djz37xprNiXroihWwMEVLwQQykf5/9t48yOoqy/f980W8eBE3brz3x3s37r1dtwatVmRKIAUsraquHqpfd7/q6K7q6q4qUUDB2QKBTAZHkHkURAEFwXkALeepRKvK2XJWVFTmJIeTZ/gNe1jD9/2xf+fkySRPQiJpJnauWGGkhzPs3/7t39qfvfbaaxlhH0Kk2YtYFqvVbT4q3FTS9B0pNQdZd26eHm//IN/0LL3kGyUHNBtMv3ZxIXFA8CR0SsbgqrT7bA19r4YTQMBwihJQBCIScL+1p7fqauiF0xblGQ5EMKosBGesiv2m8k118YHK/hQzk3ChUGhtbjFRnG9ta21u8UcL/SbyxpYU0tRSXLHmtrk3LJ5y5WUTZ9wwaeb8ap08a8HkWQsmzl7TL3reVSvPu2rlhXNumTDrpsnzNl543ea/u+CGC+ZvmzB7/Xmz1503e915DWsmNa6e1Lj6gsbVF85ec37j6m61v9p/8Yytl0y/4+JpWy6etuWS6XdcMv2OS6Ztufi3m6dPmzV3/sorrlt5IMlqZTAkVngQyvE3UKTAlMaFJ0H8TQFtCVAC9prk5S++uPn+R3e15tsRM5A47zghFBQFa9uZnDLA1qc5IM279hLswSTe9tizdz/5YuRMYJrUuzD3pMYdh/+m1rY7IXaIPVxb1EYQgqSUWDHwNrPbIrARtBQBE+es7i3fVDzmXab8mg90LzXkDVIACvEQg3LkbgpbUpeEsxUKz0oKSVRCAYQ24HODZ3aV7njp4IRr7/t5w7LLV25d/7s/7fz44J6CFDWrveUp7IIBEIiHOGgolh7ccNKpPVU35shNpW7xpbd8c+QXHu32D/JNz9I7viGfOqAgmLNgxXULFl10ycWXzph9xTXLJjYunjR7SbVOnrN08pylkxrWnRjt/OUd2riqWz1vzrKLr15/+dVbJl69bfzUxb9ceNd/zL3lkrkban7PiWrnCbveRd3qwhVbWiKbwlpJw1OvLCHO9KTmm+6rBiqOtBXhb2afJlExX2htbikUSs3txWLpKPE33vumw/tz+fbWfKm9aFvyJQJaFa2KNnRoDsgBLdo/GvKVFIDPIxxQfEm4bPmm9yPsU+xTHAAOKZoULaHZ/dTIHrQNaAVaBW2KvCKvKCjaGZ5QJOxNtAjkbMn4YsJJSbXb+OKT4PwUULTeGCCGyXHy3KsfrFp/38NP7zzYnBgGgaO0FYhEC0RFqLE+cchWWk+89vHcFZueeeXjRAGQcyZJIueysqtEvUuuFabDWvv0ToOl8I4jZOd6JPSXCHkSeMAS1CTAeY0rj5tvuupR2aXzjT3yTle2vSrjoOqaUakAksXkw6umiiwjTspZPHI7cNDj0us3tAF5ICrnUFagXDajfHpFOVQEy3YfpOugC2l+juz8YwSX3t7TY/22Qb45ivSOb0SdAxLgQK6UevJMJcEhh2bJtNrYtQItJ0prmdQa7z8EbmUcLOGjEi6+9aFXCJ8Scr7X39NvWqOdh5otAQRvYbOdelHgpPff1OKbmqLhfAXIg0KJm1x7zz+hqsLee9+eL7bmS/ubmz00LZ9HSjtvVB132MlXVAgrC4DUiwUMMPm3jcVyVIDNbJUAFAoq91c7a6kBWZCBdyACMShElILhBTHQ7j1pAikC1h/hvzEni/8GSQLOC7cA5bMADk8/8tH05Xcvv/u5F3cd3l2SFuAwSwFoZr+7FTvfiW+6580L521e/8DLrQQLMFIbF7OzZ0whmBEKoV5Mkxnf1NjnJgaxMvvM7xGowYbi7WBAQ2IWJQOcN3P5CeObWgOkBt/U2qYnsRLSIMORGlIjMKHYJSkUYAFJKMfuAQtiiIc6wHs2FJzel003nErm+fFQH4p5gW24rSRcaREH3qOsBSphLDLBE3wPHdE/Msg3R5Fe8o2QBdoJtjwY8owcQFl6AR+Oe1TpiYpI8TW0+4AaoAUawTMB/z5t5kHAAjCm9vf0f8hNp+e6RqEZVlhGwjGBDEMRxus3lm+qs8J0EvVQAosCKVAEWnL57r74iM+psqCtUGzKtZZsnOVJr2g5zqnW+O9rhSZA6n1JQSUbp8CVV18dAyVxkdoUlmAEiaKonFNq66921l7/ZEFxHcdqXHnDVeAYhVIRGiNtAaeQrvE3dgDH32SjJwgLmFUIQiCGYUSKAlAgvPrup3fc+8zCpdsvvHzTxBlbfjF99S/nLb9u1T2bHtj5x3cPlAgRwQKFxIbyBZVzQ6EkZCCQMg1UBZNDAKrOfVm9xO+1/0CgkFCSQIXCvDh5Vq/PT50oUQLgPUWqSJ0S0pxtcUAKjyLDouA5hQN7KsQGKBjxiGJuUlAUO4ECXr3xTExGhBiACsR6YMKcm9rYpQHxiCAajvmpDkBL2EvpJd8YUgVEnTAUYpUvn7k8QU1M7Td15Y1ILgOzQDgYE3YQC+/hHNKY84QUEGds9lmGAlbVAbX4plZ3Vhx6XuEETmAZljuysnbZlzxRC8MQTX+kdhBB1y4iAGDHrFMal7eGW0y+KzB0ENExuVG/Nu3SveFvr6gVU6/wIb8fgybMWN4KCKOH/H4ZRbFqZQUYcrT28bit1am+HOT34Z7dC1Yvf+jZZ8M2enZENCxxhYK1ZwoLEMsIlE2qONzaU36/ajEmyeVy7e0F8uiS16AjwUEfS63xHBZY4iwYEBahK6ctLDl4FWJlVvYC50AJOAIX+ryhvZSqs8mO1XE2fm1Y7RC8h3VqrMZWYyORB6kAasBZfr8Bm/8GqMIIByFhZhZSZnWCRBCVYa5gkTPYm8OC9S803rT93QIioNX5nHMGiCibZqxF5Vy09c4zVa6zOieptSlzhRizZlQMrhxx2PiYrmSA8Q00NIMU8Jotl2PxFBWg5VEAG3ORgaREVsBIvbR5dsGWOWcAIWFhq8oVvnGKc2evCXxDoWNFAQmBwH1/YX0sx+u/UYFCHGTa7NUJ0N84c6Rm66Pg/q34S6jMPJbFaxaMz4C1aTZxWld9sb3lG0U2RbEgmDFP4km6fdbkxPFNLXva0R9dPkKWWNUb6+j8hiUHLVTVO6NC1dqRCGuA8U2X7g1/s0BqhJ0dB98Q4DwrYG1IZRusWF/nLcxVaXtFvYW1iFKw4nCr37D50flL7nz97VyekXeUelJ4YeNspOIAOZJv3v/482M0CUkSt7W1RVHCNGD5JgVBhUj4ymmLix5W2QkTqwjABLbgEjjf5w3tpdTim8qSIhzrcWqdGivpyco3KZyBc2qZvbAPEe+WiUGJkgFKwIb7Xn7hnfZ39tKiDdsNbILYIvYoERKFeAe22XV6JutdqHddsXia5cm1ClupVhkSt3fJAi41glt7kgHGN8I+rEjjpBA2pnPFAsMizRGQNx4+hubbbJsFNBZSWFcEIvaUWtgwiykECvVH8k1OvKnwjeI/Ld+E1IthechKVvmKWStK2abdANKQISlgrq/SykzPIWhKUSgwebCEyUwAYjHl8HHqLd8AEoAg8IGwl/IDHgzckfFWJ0RrJUytiSXifMA51fPnLDvgw2au75L+quqoQa18VP1EOJ27NxxUVCGpkRCht3xT/VuhWIrzSoxa+30nSrtsP1WoJ1FyQArkrM95JMCrH7QtWLV96d1Pf5STElBi8VmmxlSRHsk3S9bfeYwmoVQq5HI571kENe97H0stnlYBFORTeDB7J3z5VUvyjFisEfKVM/PiIDGk0OcN7aWEWIWyeoEXOIGruuniVTyooicl30RIU6QeVtSCDcgKWxZLMBY+Ap567d0Vm3e0EWJg6wPPPfTk0w4ounZGpIisLYRg3+yxFHbkK/4bgTK8U2Mkcog8Yo/UqfXoeEN2DLvcQb1GnAHGN4DN8ncj9ZxngggERWMPxZF1Hl5aFE0M6xjOq3OAWrh2Sj0BuVQISGJWAOqD9YPwkXwjYc0N0SxX9Ekux+u/8Q4KIeCquTcl/TXJ1dbKX9WWRQEo+TSBIiqmUBw4UFi65JYnnnrFKwyHM8bk4RQe8OKTXvNNtlNQTjPDLmg13GRvVFXttBvyVbQW53EN9BH4cAzVAefNW76PwzzK1Ya1kgSWwLX4qb/ibzr6lizIZn+L79Z8qWpv+Sakq2AVUTAQG868vH2srSJB21Sr9ZCYFrjDoMPQ/cCXjN0Wn3tsfqnl4qXb1+94JSewgBWn8JZKR/LNlIZFRzlAVe6ttrbWKIpCR9bim2O2L30h4l2sBM+UQi+ZuSynSNSlYKuahSUpMVLWqF/b2Y1U2Sgp+yBI0ZGPu4PloAqcrHyTZHyTqliwqSBOZIsO2F8sLtu45UDkI6Bk4RUbNj//wSd5ApyGo0wGShANjBK2qFglW3AwJRwbTQmeQB5sxFllAlJrPFOFijxT+FTFgXaslDPA+Ma5fPDDF4sHZ8y4aNSwujdefl2ovan5/ZFnnX3r7Vs/+/CFv/3xd7895Lun1J01bGT9r//9vDR34NmHtv7ozPGnnl7/q6mXf3rgELJUs2X/zSDfoHu+UXjyGd9cetXSElBrvdV/ShACdxBGmP+cywOW1DAkISpYOpArbbrrwRuWbXztw70x0EaahnxwLgmkezx8U4044iG+8nB1vPHr4ptqxKnkiXeUplBWl0J/M3vJlw4OYtieTHwjXW9u4JuuNySzZb3kGyEipwADUUoXXX7V1QuWX3bV3Cun39ynevGsDUEvadhYrVdct/KiuUsmTL/63Bnzpl67bELjot80LL/0xtt+1vDgr+Y98E9Tl8+8ccsn+4oElCKj6Cb+ZkrDoj04emHOYrFQKBQq9b0HJN+Qd7EwLFMCnTprRSvg4Kx6J+oETtSreDiBO/qXfb2iNRCnmm86+Q5PUr6xMJnzRrLFB7Mn8QbIW9m2/bEX33zHlGMFkpTefNetWPtYLoYheBUFFUttIf2KlJP/hqsVqCOfp6KFGKDdaAokihdff3vewsV7Duxvzbc7yZYjwdgRuhYtOjriDDC+ATwUzljAfvHJ+z/9yY/Wr1wOipbfOH3I//uPb+87hL3v/Lz+L5Zv2/IJwUUCxWvPPvzXI7/7zMM7UsHmRx7d8eyzxkCgKi6LL2YKfDNhzk2D+1MAWIUQQhrDJ6Rk03L8Tff5ZPtZ1alYFsNiRK3AEciIi9QX2MdACdnh59c+y89avnXJtid3lVAA2h0Sk8Knx7M/1Z1Kd3Eh4f9PiNbij2BDg/EMW04knsQzGQcovAMq+1OO7MmyP9VlHzALEurO0Gior9dLvgFIlSVzgKHhmoXtJjt+3KdqPCx1qONMUwsCLGdFlyNBc4K8x7sRFt/954Ubn3v9o/ZCCktVA6I7vpEesxjHcdza2mpMmPZEhPqLb2reemXAE0UssMolYMqsVU2AqA1xbmFPmlgFrOV404EjR1xRZeMNWi43AaBiN05WvtGw4mIX1kgi4lWscqvDy+/tufm2hwhwZFOTZzEkHAM7nnnzgcdfTAEHtJeKJFZBlVp9Ff9N4JsErimKEsAAb31QWLTqrpu3PPjpwdbYGkNZdTRDPvXOMn0D+EYoLGKNTxOILLqu8cdjR77/2qt/89cjZmy6owDg0zfOH/UX8zfd/iGgAk2jV564e9x3/uszD96XADkgDzakrCJsmT0hHCcxgW8G44tR5hsFgvkk8QRcs/D2/YW03xPadtGQPLMgyDNyhByhTZBTtHsUgSLQCuxnfO71S8UB4HOLg8Cm57+4eOn2Lc/uOuxAgLPxccQXd6vd8k1PH+j9hF9DpBoFKtEqEK8AlBSYcvWqFgEAJneyxBdnvXpEQ7r2btia7D3fSEj9ADCQCi6beU3BwwCdz/afeO3E59Xgo4hKhcBwjjwDscWTz7x26aLb79v53v6onPpFyx3Re75RhbU+SRIiCsOG2de8A30stbhKQuYOikRhIEVg0qxVB4CwAQJiCZ5TzirH93U7eyvV20/VsThHHowIg+Bk5RsIgxnMIAELCwyQQPcUsXT9Q/kYcSlcaglIPZsWce3AjTevOxzHeedD9GMhjsIVskrlfLhAPVObKxjg031mzS3PLVjy8M6XD5U80ioHb3BWV/ljpVvE6bG/BhDfQKFaUi6EEZJv+vSHY047e+SYYed87/0iW8C/s/PCH/7ld4ee+X+f+c/fH/tXzzz6AAq7J/39qHFnnDpkTP09O5+Jw7ASZjJEzivUu8A3581dO3g+HJ33p1TASgRMmHJ1w4KlUxvXDyi9cN7myXNuO79x44RZt06Ydeu5DbdOaNxw3uyNF8xYOaVhzaTGVRPnrfrlrMU/b1w4YcGqn89b+IsZayYtuPcXc+75l4a7/unydQ3L7vpkz+EyHAC9OR/erdaKe+17FJDsZLwwmMK+k3oHb5kVZMP58BYPiPo0OVnOh5eNWIeW/S6de7eSy7v3/hsm45kYSBgN1y2JBF9DnBlpQpow0ooKjMCk1iiy/KoOeOL5txYuv+u2O188KFIADMQi8VxkLqnGgK3FNyE/iHbeJ83sQLn7mLPpNuzQda99zQG1/IXiAOu5qICFFoCJDav2A3ApnAFlCRECk1cuduBIp6enCnG6YE1lpXaS8U0YN2FetNYCQmwUVPRJBEqANRu3vvXxJxE7w6mogwavJSx8Av744OFlt95RVBzKp5xdj5BPITZMvhyOlxMKwJZH3522+N47n/9sL+EwsM/gkMMe4Muy7inrXmAPoYURA3uKyAGHBHkGw/bYXwOJbzyA2MGmHuC8tD++acNV/+OMnyy7/YkvAKuMvY/965D/c9XK7fuBPOA94CK4g9vvXVX/g2Gnjx27cO1t7SnAxKCIiQAoWGwMnD9jxWFKEiCXRgxkZ9AEjI4n72SV440vLn9woOb3kyMmQAIIlAACn52XyzzwLPAOFni/GYvu+cPVW55+8bOWIsC9Pz9VbWs6meY+lpr2tMxVLPAkhjRki0k1gnh4pIJfz1zwJbgEsE28CkMI3rg4uPfJA1rz/Hm/SQ3cysZnxz3IqOU4zk9ltxBIgMsabs6SIfWxZMeGj1ALLpF1wKH24o3Lb7p1y/2f7mlLqHZ971r+mxrzYvWLlYCHyuZAN/tT/RVXZwBJrTQLSqKuRPjlrKUfAVCCmrh4GIgFMaujntcV/dT+Wv8SsEbhKhpeceoBAicQiIgFpjasHpj1Gcr9qqxh9Q/vKRV4w9YBOede/uDDR597cV9LGwEejtgIsViFRaypBSLF1h2P73z9/UTRki+Fg4tEoaK4EbYKWKDd6KVzb7pk3rqLr73lP6Yt+7crFk6evXLK7MWXXbN84rRlF8xYObVh9UWNay5qXDO1YeXUhpUXNa66oPH6qbOuvnTWvMvnLv715df/7k8fHCqUcLLxDcETAI3Ar2x/YNH3xvz9pu1/PABY9frFk/8++i/Wrt3eBOTD0LclKX0BtBxu3zN52rR/PvdCq1BPTm0knCsGeygJcOHctTlwAWyBtkKxvOCBIc7gpqeRNbDlm8o3Wr0z06FM2Wzt2UVJiQHLaC+mJLh7x+/nrdy27bn3vrAoAkXvWMxX3J/qMEP9LaJg6Th4bCWFEjzyqV42f+2nNo0BqBSTNHG2kjbeex/4pr+b31WOlW9CjnLgZOcbB8rbqOiNAd79ZPfhfOKAhFGrLm9v+abbcTsQ+cbB+YTgrfrExzEwYc7id5QVMC7NBi0bzy5rfK194QHHN4Qsn0um4ZWTlW9EIsBaigPctMRpm5E1t23b29xmBQx4dqoMhTqwUYa0m9gCJcHCNbe0Gw1vYw3eIIJ4qA/unhLhyzZedOt91629671magH2JSgCbdRRWluqXMuiiAEHxIbzFo2Lb2nxIABae+YaaHzDAFKGdwL4AtxbDz+48pQxf/Pg8283AyklpY+fPvdHw1at2LY30Rjwgmcef2THPWuBtj2HPh3/t3/76ymXGQ23k8LSNY6cQiJg4qw1rcoxUPDE5axfClimGsPq5PHnfEP5RjsH1VaiZRXI/BOcejABB1qLH3x2cNZ1y+/+3c59+ayQjWE4nwC9ji+uNVX0l2StUpXyTE+AVyjExhE8CJgye3EbYAGJDQOWJSXD6kisCAHwbsDxTa0J5GTnm3JOlK5K8BYm8hFBQk1lp4gs9ynf9KD9xjeM2Jpd+1pLgIWkwBULVu0ub+fsbym0FRMGHHmARNNu+ab28OlHvska1jHAAQAnK98AEUmJQQ5oiawBttz/2JMvvpFtJKs48gCgUIY6CWl2U2ikeO2DXWtvuzNxYCBxTKFOdTkdGQMGiBRFxUvvf371qk0bH3ryYKoREKMcw+RVLIMl6xXyiWSPNAOXzLguCcDgapcsGWh8oxBJHCdWALWwnz54/00jzvm7rb974aBlhs199qd/Pbtu2BnjRpzzd0N/MO6nP/tFS9O+Sf/x0+/+xf/x4787e8r06QZZdiCCJMDnB9qFwUol4NzpKw55KgFFkthJ0+E2yQpWdTuiZJBv+l2q8p27oJVcfxaG4C1cCv950+GbNm1bvHrTJ01xzsECiVdrLeChqaRttfmm+3NStQxbX19vTQwAAIhIWNIEuLGMvfsOQOBTGMW/TW3IA6kHHNryMQMMkSy9nABgHoD+ye5PIJ3sfFOrbpGRKKQ0I/jIlqy41LvquMmuN72XfNNpDFfXS6oVB9NPYuMoZl2w9r7dbWhxqQEmzZx3AMgDLRZrtzz4yd42D6TWiKaihUrnVPXwQBQgOz8lgnAQOjT5pOQbERLfCqQp20hRAt765OD6Ox6IGSKZTQk3hpxncmHYpTYhIO+sAbbc9/Dzf/yz8TAh07y3wlbFeW+td05ggYKngqKNcNdjz864ftETO19KFc5k5yiFUAkWVQGrhHwSwph65bxsbtO4x/4aQHyTOg0blgQ4m8I1kWs5EKWtHglQjJshxcK+L52VEqElLaUAUwotAkUvaSTqwsMvICAG5i9dl6bqhAvA5Lm3NDMOGY2BW2+/c/ee/Rw2S7u5sIqZOEnkm843FcSplLe0MB4mQZrCF4nf372/5BF8NY4BCNTDR/ARpIfzUzXOgXccqGYBDyi+YYETGNLE8eJlN0WxNQ6R4orrVjaTOAYcFi1d8+kXe72K9YmCRB3zwCsKC9TiG6/S4V34BvENwyq8ldBPTAAAIABJREFU4ySkNVZQOD/bDdmUu+f4+CZMT+VFeM39qf4SgCxw+/Y/bX307QIQAVPm3NgElICnX/lgxYZ7m/LssrTLMVCshr9yD/ev1KgbepLyTZeNvwxuhKAx4AvWF4A2wXUrNxzMWwcIGxUXTKIyvPeeUg1ZVSEEDtUbLLBk1e0HWyQcC7TeeZdACSBmzyqOUgdxQAwY4IuDrVvuum/lqrUHmg+WTBRMf0pJSrFT42Ezsy6kghnzliRA6gVy0vANASHNSXYIQKxqmgDFUNLL56AUwiWNR8gMZF3sS03QWMAlFgKsi5nVQiPF7Xc/cv/9v2OgoJg895YWRQl48sXXV6y7rRg7zsK+Q96CTMo2Ipja7qXWqO/zDqrZoG8m31TAogtweHaG01ATO6bYCLWUEgcUjDiFZ2Jy8Cm8gXhNo9p8U8N/UBUzUb2/8LWYzprjSlVDwSbLGd/c+cDjdz7wiAFywMXzljYzHPDyS+9u2nxvIbIMsIYkzkRsgJrxy/0lXeOqyuqESVircsGeXHxT0wNYJo+KhSE2ntJK3pSuJqTXfEPlM7UuLJVDhsijblR9zaqqBTIHYsxdcud7X7S0eEyct2oXcDDnV9y87d2P9xOQOFYIcQzEteqi9Ff7a1WUyVpVHUCvqqonAd9Uj7wOvhHvrUsUJeC2Hc8+9dq7sYZdfQuy4rKvBiDqiGMImJyCDFwK5C3e+bhp853PtBt12Rg2ZbMbtvO8ZxdqIJdcNkN9+MEn7fliiEpWoGp9SUDw37D3uLJxUZRN0bWXbgOMbywgIZkbwAJYUXERXAHsGIqCp5D9MGaCg5TCTpTG4JjEJwKrDFgVGEgJKFgsWrpm9569OcWExrXNjD0FWbTu9o8+bwqJtijUtO8Yi6zKVaFh3UtNe91f8g3lm44nvtq9Uu5mYqPwxkcMKp8HFkCcM+GzWZVN7eF8ePd8Q2IrWg06J3yC762Igjhkd4UTFAnzV6//4ECxHTivYX4O+HR/PH/B+i/35oJv0rg0VOkGyPmkv5t/hHSPN7BMnklCNhkWnGznp6Dd65Hr5LK75cTxTRlumEwFcfodaLryjcDBJ8ALr+9ev/l3ecUvGta+Azzy8O8ffPAJT1CgFBc9m9RG1ie16tr2H9+4bjVMHKKuouGVk5Vv0rZWKFLFB4fi69dtKwGRqIeHJmCbubSzD3oghfFQUfgiRRaIBRa49bYn3vz48/bUMcBk2MWAh3oiB3jJct4hLCTJh4zF2YzFRtRl5YXFeQBgBxFVXNqwqACkEpJc9dBfA4tvQs0gBpzPTFQecZLhXrGUwiuAEgQpfBL4RiJo6plSBUOsbSdGopIAJY8/vvLO4pUrWxkT59zaIrj7qZfvefQFo3AKK6HSe4W4y/F9HdHv3Ustc93nHVSzQd9QvqkwDVdnoUFYDZC3gCeOiVMS69m4uD08GwpYhqew5Ofe8o1nE7Qr4vSx1MQA5jC6FBDNiqUzUAJ27Hxl8eb7PzXRJTeubFY8vvO9u+59NjEghaGw8vHOxyHrSl+3v7dSi28MeUeePYWEecryzeCb4M7nUHFDoSzkLXnbPdzgOPkmwM1A5hsIHOIYJhFce+PtL3/IP5u54RnDS29YQwnEeahHVpRbvAozB8QZ8HzjFE7UVjS8MtD5JuwCi6KSFFK9AVkHKnrjgHnzVzTnyShs8AfUaHdHOlGIKpN4R9Z6s3DtXYdjxIqETOZPTj0YAg1J/0Lev/C39TXtLAQAMcQBV06/mQAGSQ891l98kz3t5ZEKDVeq3L1mSRSZs4I16stDKoLEoATssvYpVOAYCljrFcgTrtv4xCO78I/X7nh/H65f/sDhdmaxQNHzIaDNozVbRwU8CBUBMtjKjFK5TqwL2boq4XvVRx5qBXN8PfaUQ6C0AsyAjYHzG2866fnmhEn3fFMB2bDtVamHAElZXQQc9pownFVjTDjW121d6BNVeLqWQa0UnOqihaQ9BWavuu3Jj1r/Y95NLx80Vy5a08QowkQwCUyKyKMoKADtQI4RM1JGIDZizQJ6+raadm2tJDdSzs7IOVEHNDESAMTwqgonYGZwCeIDxDPoNzOWtwIsYbU5wPjmREnt+lPdLqgshWv1jnxsYYCcRx7KvpynXWqz19eoBJB45wwD73+Zm7bsnp9eufGKOz548+0PirFzDAYsoZR4BnwPZrWf2t/pKFjVxnmCOK8UA+0JqXfQlDlOYJx6KDK+YVhg6uxFA4hvFNkpJYTckUKAqFDOGQtsvnfHi6++ZxmW4BWRjbsYqB74xrOz3ry568BNW+6zgFX1GZhCnYRnszpHU0jPXtN/cHLxjQLoVP7tmI7nVW0hMahiJzNrqSCFCqk3UJ/EJaP485744qX3/1PD7fPXP/74Hz+xQGJKRHmWvKCkSAIVCYfkaWyVbeYj6MI3nmE5bKP1Jd/02iekIGjGN0SALQHnNawZ5Juy9JZvrNOsslUqgMIYl5LppuJBpn27Yqzl5xCGAz46yHNWPvyr6evm3/rEc2/tzTkYgROQQiQbweVhGOp5UXjaquaJfloJoyMYlrWjFGgBMIBJY7EsAsshP286yDc98w0DJEycsooDWhOUgIJqSJeQhl6tUpvVbf+6tbo9e4pY9dAbv1qw4+INb7Q6ToCKloAEaOceSrj0T/urGxk0BmIghSkBTYlagD3BRUwphfjiAc43lV+tjKokSWJg59sfbLp7R8FU0ooTJA1EcmRipYpxzMLplTw7R7adcd9jzzzxwssOMB4K2LRy0rmr9swrJx3foIMhemCaMgyFJz1TiYC0ooq0nDYS8CbOsSkC3ivaGSvueX7C1RuWbXs8hBhHLgm2XthDyynsq5KLOIhVruKbDHHCPsXXyTfHIp34xnvAFIEJs1YP8k1Zesk3JjXEJeBAgpYSQh854SMLClEWot632v0uGuCAA204kGDBxp0XzNs2e/UjLYQ2QolQYkSEhGAIjkEEFnQUFVepdkT1dftraXhmE4FhGM6CiljwRYls+a4F/40ooHaQb3rmG8fw3kMdA3mPxoVrrl+5fuq06RNn3Dhp5sJJMxdOnrXogobFk2ctCjppxvJ+0anXLL/ommWTZlw3Zdb8K65b9+tZa/7xt+t+tWDH+dMXTp294jdX3HDetBunNC6f0rj8knmrJ81YHBrfjfZT+y+YtbRaJ89cEvSy6b+9ZtmaWQvXFjyggDPC3pAOdL6plmzOU4iiRbBk47a97Wka7Kcy1EM7+KYL5VRWfhW+CS6cBNIURSvW376/OUkcSCFg0fRYH4Oq6z9J+abn+6qdyaZi32NwDI7Ux+KdsEJU2XtrhAhi2DpI3koL49MYE+asfn1vvgAcstlJq+yrJXMzEsOJeu3YDujMN1pJNPf18E2X/5Xa8Rmo3p8iAkxpkG86SS/5xjoGmj3m37z16gXrrpp+3eWXz5zeMOeCWQsumLXgwoYbq3VK48IL5y7uU5065/pu9dzpDVcsXD3xmtVTF93xi4bVE65Z++vGhROvXjy5ccXkxhWTG5dNaVw+tXHpRY2LL5695OLZiy9uXNWhDWsq2tftr6WXzVl02ZxFl89e9NuGRdMaFs2ctbixYUljw5IVd+5oTT1A5FMncCGiigf55ih8E+ZJ7+LUuzbC9AUrD0XkFK1AW2dt7Vfda9AO5AitFgVGk8En7fgswmGPNkWTQ5siBzQTckAL93Nrj9R8Wds7KwsOFfyMBevyhCQRH6dh7A14vlH23jNz2KhKvTgFAXc8+vyTr75TkCxWg0wMdmBz7HwTNIZJoK+//+nNmx40HiHpn0d6rNsTVdf/n4pvGFZhFV7Ukk+ETZih8kCbIA/sKboPm6KNj7ywdvsLqx966b39yZdFlIAoLB9JRaHadVmc1Whm6so35d3Wrz/+5ih7VZp1CzSLv4kG4286SS/5hoWAfQlNm7/qUF6FoYqUtE1RrTlk2iR9q83cvbZBDoF3W/rM4u22+FAoqK6uGdwMblFuUW6Bb4FvA7WBWgkdyh3a1+2vpW2Cdka7R8EjckgdrId3+M3065pKKUDWlIKbihggP8g3PfNNkiV49QS0A7+aNjsSQLvZ2THdbVd9bRoLXDgqUHbNO+nGPZkyO8Cq9lc7a2mlhdV14h0ARSKYcOW17YrsrhHSRAY830DI2zCgwp3Ip/znDz+7eduDCdBuHYWaI2SgAumGbLL9l/LOeTmtZKZFiRJwotiwZfsrb33mgBJ5AgmxVjJAhEjbMCJqX/9Jyjc9b9RX8tMEJwqBQ5I3wIokqSkmSRTqrjMQpbQnxjNvfbZy68NT5yxeufWRF97b+8xbu5/985drNz40+4Y167Ztv+epnV8WTALEglSRkhqGFVgW59l6R0RSLv9XgZuvn2+0Ujn5aHzTsT9Vji+eOHvtIN+Upbf7UwkBeeDcaXNihfXwAqtsRCpqVSvqgBOiteIMau1PGbiQH6tgvQMIsLAOtjoirZNqlVa9fqLa31tNIGmmbCCufHZg0uwlCZAdjoNYwEnFHA3yTY/+GwHUW2g7cO6sqw3CK90HOnT/+tegyM7oKKWAh9qyAgKhLG9cLxa+/ahVcRTKsMB5068vlHEnmP8BzzfZIwMpVwX9/FDutnse3r2/tWxrfOpKgKiCXdfZuqPdZb4Jk2IlO2oKG6kvEQ7l7YatD+0+2GaAkjj29I3nGz2GNE1gF1TFqoSjd6loGiK9LZAAbR7v7ovvfOLNOSvvmbNo9ab7H33788NFQbtFLKCQ1lbQmvcf722984md82/ZNnvFrbdvf/aDfbk0ZAgp28RgK6Ho4JvO0fJfD9+ICBF574mokgGiWwnRIVYZGuJvBv03XaSXfKPWQYrA+TPnmEAAommn1drXqkLcrSokSRIhhoASA+egBHXlhGOUhRKHQajIXoEHLJCWwyKjfrsuGEbqkTokFkmKxCA1SCfNXpbzcJxYn/fwphKKOMg3R+UbEnVJxK4F+M3saw0AA6iBmk7MnL1S7B9VCi7ysnkkFQtOAKswoilx7HxJNAWsp6g2+fdT+6vCPqvjjMV5B0yceV0bEImST+EceODzjXhhLyLEahi52L/x4RdbH3xcgUIxCklCGVYB56E9tDs4b8qTYiU1n4V3gAESxe9feWfrA7+LFUXibzjfHHE+vJaCLdiCs8Weahw0BVoTvPz+/lVbn7hsweY5tzx176vtb+VhCYnPmCZruXVgCp1RIuSBA4TdEZ5888sb1t0398aFt96x7Q+vvnGopdWTAFAWciGHeme+YXAA3T7mG1UlIuectdY5FxCHaoh3mnqXshcGnAPMIN90ll7yDdISx83gC+dcXQK8wDI5eCcctMs57WMIAT8mqdV6gquhmRvcWwnLcQ3ngCU7XSXlQrwhAXNVJS2tpDwQmBPV/l5fr2bnp8LhKQNKQSnogrkr2gkKD8QWNg4VxXmQb47CN1DAM8Q7oAk4d851JnwJZYmjumr/uT1UM8dh2Czz2YDNFpkMOMn+8P3XyJqNr/EvUEoFk2ZdmytbGHgLP+Dji6nal+v1wMGW1atuNil7D+9BDuzLY4g7v7urJt2qNwXAizoG2lN7545Hf//WByXAkKZewsTE5eb1YAe75Zuj9Vc3fNNSxTcCH2oiVE6IHbuEu8UqIlVbluqc+qq60KKqIsLMEAjBexBnvehVUvZW2QER0OSkBWgGXj4UbXzujZnLN89dvfWWe5985d3P8iUHAYhgTXU93mqtSu7pmFxl+y+veP3jpvV37Zy18IHZyx+/7dFdr+3DIaDg2WTX7UEluBx8G3xLuZoYLMNwthYuEryKg/MwhJgQEyyhHMjcK2EkJcL+D39eP+yUEf/fnU+9Q4jacODKy+dPnTJD4IASlJYuWfSXdaefMrbur75zysorL2lO0eoRu4gBeDp/zpZafEOAQBW+wjeXz1xeu4rHN0C655vMn1q29x3x45o42FbFlMaFmdvGK9RX5yStSnJNtebvrunsarx+5BuOlQ+qpNPvlgtKVBeaYHW9/f4T1c6a31+V6bVaz529JqeBbyKGDbEaygI1Hg4Qp+a8xpWHw5nHQb4piwrCo54ArcCFsxdYAFzTAvV8d45854m/wBqt6uF/q6V6KHb5yFGv6ASJlG0rAQQiB1ww64bANyoOTCfB/pQHRSYN6NJWTNbcvPnzvW0WYElEEtVUNc08ftk+InWvlTx1nVUhnomAvKME+LwtWrX1wS+LQkDsOHackSxT8HP01NsDiW+sd5Kl5ewYByquYn0UAIh8wq4EDWe2Q740pKRFkpIgBgqCdkGTxetfNK+697ELr1/VeOu99722a2+E/bHmfBajAADCEOmZb1ScsBf2FZdYkdMEMEC7x8cH8fBLu+ZvuHfqNQtvue+RP7z3SXPKiSJmdcICJvFQYps4m4ZdS+vIOgoMygJWEoRZUI4yXmtICQAB7700qf60b9f/ww8mz2jxhQIXzr9g6qyZVwEHRfZPmjht+Kh//LKlEAniXa//Yvz3//rfJ7coYkUqAOPXM24b5JuyfBW+YYDgEfjmSLg5Kt8c01R/XFJ9hZ1+t6pmVjXl9F1Ljk8G+eYochz+mzLftOjR+aaWHPnl3f9c38iRP33sH/w62wngG8I3ImS9YSARPP77P933xAsxkPMI7hcDMeXIOMri9ahbrR0nCAuUBDlGCSgAO/703pYn/tgSJwYoka/EbDPgUXu8DjC+qbpbUq4qJ0SOFUSwLvwjqaZCeaAERKolx5EDGSACDhp82u5+94f3F296YPqN65Zve+SlXYf2++yUY5E1Kfdeypx6YhUFeuCbMuKQSsfeH6GdNAp+3OAyjYAC25c/PbjuvseuuGHFvNWbHnrxzY9akhZFIeR4VBUR7wyTy+CVTHXSMihDymGcvZR2ACB8/OwF9f/jnydd8b+P+skdTz5eAKZc8dvLplwEfPTBew/+5bB/WbrhTy3eE4Dks7XXTvnW+L/50958MTxa1k6cd8sg35TlOPjGtwqmNCyq5ptquDkWvumt9Paqan1WszyX1AV0TkxfHm3d35sL7tqlQQf5JpOvxjcXNM4PfNPb8dbNiOr5Np5Q6fKdx/i74ZUwEnr+5q/e/qqPdiSbVfiTlm/UBafCu7u+WHbrHfsjHLQ4LNgHOQgN2gQ0Ac2KZsUhdK+Ha2kieUZTou1Ai+LzCM3AzQ89//I7b4cwqnYTp2ACCEI9NRT9xDc1Q09UmdkTUeUusooQ2GdTjkCNSw1bhhTiJIRvt8b02vu779jxzPy1d8xaePMDT7367hftRUGsyBmUCAZIBR7Ww3k4Dwp0ErQW33TY0OwIW2V8twMliBX2RMLMJJ7UFIC8IKf4LOce+P2bc1Zvnrn8tiV3Pv7hl4cPl7IK8JZDEICSt94pc1YoGEoQD3bINrN6oQ4o2bbiB/f/R/1/2XzvQ2f9/KK/POvH71v8cuKc62eugHnn8UeW/vdTf775iX1taCU5iOSTFx/Z8N/qf7rp2XdaGBEg1H7u3BsH+aYsveQbMd3xDWuVHkd81QmfD7psGHW63s7PYLnNA0u0c5dWtDbfOA+Cwqk9r2FVmW90kG8y6ZZvqGZd2Fo/22VEVdCht99T6/09fE8P/9vD71ZeObF8cwxN/kbwTXgkUk9rN22+fM4Nl1+z+ILG+b+eds3EOasnz159wZw1F8xZc+HsNRfOXjN19pqps9dcMHdZ93r19d3q9GsXXzBtzuVzF1w0e/7lVy+dOvvGS69ZPmHatas3btjX1hrOUlbgxmlP9cAHFN+oOCJH5MJt8wobVpFqoc474zyHA1A5h4MRDrTjmT9+vvSm+2dfv27txgd2vvrhobx1KBfXDYcGmSAeasEGSAHLYkgsgRkwIiVre803PkaIdXcSCkUH6xiaTeUguBjYm/evfXpg4aaHZi277bq127b//o1PD0dtKUoECxhxDkRZ2LgrfyjqNd8IM1IcfOpndf/bky/98ck/fzFkzJnX3LL53y+ef+nUG+A/fuieG+rGXrT1yX15tAD7ke76/e82/D9n/v3tz7zdQkgAofZfz5s/yDdlOQ6+oVbBlIYlaZghO/PNEbfs6HIs9rTXVzXIN4N8Uy1VfNMsmNxwgwXU19yXrBVf1V98I0dU0Dzq+7tsAYff7W3c2Fdo/zeCb5LEhK2GgvUWaOdKvQmkgFGYcmUAp/DS6fRYtYZ3HqmVWuIWyDsYoC2FAUrWVralCJzaJLide7j+fuKbWjtvmT9Fw7adZnkvjEulvBmUM3hj1+HN21+8euW2a5bcf8eDr/55VzGfwgFe4Lx6Eniv1sJbiIeksHnYdviiqGUxLFbUVYJdtLbdzKpAl8/LdBza8tKpXmI5QlxsKew6MjnnHLFaRmS5ADQzPmhKd7z49g3rtjUsWrfxgade37W/CITSKqHMqgdJhjjd90wt/7wFAC8fP3ruD//b5uee+Zhx6aWTx58x5KdTfvvLiZcCe1/7491jRv3qnh0fJbCOI/Ufrlo49bs/+umrX+ZKFDz46blX16wfPsg3R+Mb1w3fSE+m8KjSrTn+ilLLdndYys51TnorJ6jze+qTbqUm34gv840/r2HNYYYIVDHIN5kcwTcGEGePZfz0TAPHN257/v6ef1dEjqwZ3kUqdcWlM5AdyxV9lfZXN+GbwDfhaSkmloGiSQgw4mKx2ZDKTEn1cq7G0rzLdZTVU2aLFDCWwx+lyCiQmDQxafkbsvjcHq6/T/mm5kCoMU8rpQCpcsh14IAUaEmoBOwp4Lk3P1uz9ZG5S9YvvfXup195b3+RTTnxFwVnDxOJ53J0tnrDNoHYkDyDfBJ2u7KAa1FvnTgLlVp8Q2LLiBNOb0lIVUysIRmjZutdFWL2AiWfRiYqlJEg67akfGYqYpQYTUX/wpsfrr/zoYvmr7zxtod2/PHjj5oozxnoJKjdPzXUWYGIfLbz5z/8X+uefroJaPropYnjT/uv9T+5asn6VHJqmn72V/92Tv0/tBbaCpQcOvT6v/zDsH+88JIi4JxjAgT/OuPmQb4py1fgm/CQukDpxykVWxkscm/t6bHY6+rXu2INS9Deygnq/F5LT3yj0sE3NMg3naX8qMeKZsGkWdcHvun1je9xdPX8zq8ynitAI+UnpfK/vWpwb3/3K7SfRKgSF3+y8g0BqVMGCMrqvKQhpFXgBE7hRG1IPadiIdaje61VQBIQYc/kQi1inybZc9oxZEWcBZdDWWtff5/yTe0B0v05iMA3gFjvnCImvPf5/geffP6KZdsb1jx68/bX/7Ar12Qyn0eiwloQFAWRIPFIy+E1HCjESZabLC0nq3KM2JJ1knUUE7wH1+QbzyYgToVvQh0GC3ZwDtYjLdd8IIA8ZT4h58hazyH1jQjYlqPJwQKvMIyi1S8UL+3hDY99OPemx+eu3HH79lfe+TwXATX7pwbfIAUY6eG3zhn/P+/Y+adDkYPdvW3OL/+vcRN+dvmSNgcIITH//OMfDK/71pi/G14/dshNSxoLQApIWoAS2P7b7EG+qchx8I20CqY0LPvqfFOxlcFkh9TYJ0SOtMXhJ44km0G++c/JN2mPfNPzvP71802WNb78sISkXz18D46IvDm+9cNXaP83gm9OGjlBfNMUJgABiAFJ4SMmrzCwpBG0CC2AI7AVgReoZAFCTIZ8CvXBzxQBhw2+aMEf3pGb7vjzb+ffufD27Y//+f18sd34SJAISoySwlbuqzGmMnABjBo1asyYMcOGDRszZszIkSNHjBhRX1+vZc8kgLq6unPOOWfYsGHjx48//fTTx40bN3To0DPOOGP06NEjRowYN26ccw5AmqZhNQDgjDPOAMpJigEAzGytVVVrrYjU19eH18Mr4YeMMeH9zrnhw4ePHTv21FNPHTNmFCAjRp4xpn7kX572vXNGfWvciG+BC+TT9mL6+5ffXXHrA7+9dt2irX/a8WrTJ+1oEeQIJdUU1iIxnFhJWZ2GiVYUBFgJpVkSU2IIAfkkiVw+8YfakJQ09i5GGiMpwZTYFSwVQMa5vKcIzEiK0JIDJs9cVpTgMiTiGEjAKdiEJ4ThHdo9LKGk8DOvWiYDLjzjBEoNvqkZp0KqnAPOb1ikAIRFgao8fr3++bIZrbxirQVARNZaIgLgvXfOhcEWJLxe/aPhS0JKa5SfkcrABhDHcXibMSb8Eb65Mm2EdJHhzeE9oQ3he8Kvh/+G3Nlhtqi+luO4/J6lekYJr/x6zqq2LI+pR4XM1QHkoQA83KTG1c3huOLg+alqUS9qY0WLYtLM+WEWBJCmqYicccYZzrkwEurr6+vr608//fQxY8aceuqp4T3I7r5YmwJiTBJMHLMHpFQqVf/oD37wgzDeiNzo0XV1dSOGDh1SVzdi+PCh4RsESsI//slfWe88Z4dbHfkzx40dMvSM0fVjrHcKeKZhI4YHrRs9KjFp3ehRw0YMP+dHPxw2YrhnUtUkSSrjNlx7ZZSG/wYeCv86ZsyYykhO0/Tss88GEGx7SIgavqdUKoV3hgdh+PDh48ePHzVq1MiRI0eNGuW9r/zcqFGjKo9S+J6hQ4fW1dWNGDGM2YdIA2IzyDd9LH3MNwwoCJyASuAI6jmcbGcpEkflEKIUaItxMOfvfuKJRTdvnrNo47ptz//h3dZ9JbQKWtUnJvVsBIYRk4YE0NCyYQ3PTACOsWPHpmlWZzSM6bq6ujDyjDHe+/BP7e3tYfwNHTo0XFnI+RsMNIDwTiJS1bPPPjuKovAeVNn3ipx22mnMPHLkyDPPPLOurm748OHDhg0bOXKk9z60bcSIEcEWjBw53Jhk1OjhqSkBBMkPPe1/AhYQBgoGFmiJ8eY+v+WxN+cs33b96jsffPq1T/YViy6L0XGAr2QDUg12BEyAJconpk01RCv7xLW0QyKIDzW4PIEdqzNwqkrwKVuRLH9xApzXsCZXDpry8IyQsF/CUUARERgFHCeW6arpN/luW+AsAAAgAElEQVRep8k4iaQ/+UY6O9sBWGtHjBgR/vUnP/nJ8OHDv/Od79TX148aNWro0KHjx4//3ve+F/41iqLRo0eHv4MVHjduXBiuIhLABeUHB8Do0aMr5nvMmDEiEh6f8LthffyDH/wA5acsfPDss8/+1re+9cMf/rBUKoXvFJFK1uxBvuk3OQ6+ASlcCrQCk2bOTwF4rZDByJEjR48ePXbs2GAPv//97wPw3od1YMDfMH+HARDWcnEch58LhjeMZ+/96aefXl9fX1dXF0ho9Oi68BzV1Y1I01iEQvzAKd8/NZj3b337f9WPPbNu9KjwunFWAeOsZxo1ZrQCJDxk6BkKBKxhlTFn1sdpllk9PAvDhw8fM2bM0KFDR48efdppp9XV1Y0fP37IkCGoGplENHLkyDC2VXXo0KGVByR0hapGUcTMZ5555vDhw8PDaK09/fTTw9uGDBlS6QQAQ4cODT0wdOjQM888M/QbEHhGPKXEZpBv+l76mG9C7QJAmIz31kMNkBdtRZaQ5ssEOz88dOv2P1xz0wMzl2x7/OXn3j/wRamjbCxb2FDIglUq0TAkzJJN8GE8VRBn5MiR48aNq6+vHzFixIgRIwJco8r7UnH2GGPOOeeckSNHEtGwYcPq6uoABKBxzo0aNWrUqFF1dXWnnnpqcPOEp2LcuHHDhg0bO3asMaZQKIReGT58ePijQktpmo4fP77iyBkzZgyyhcIoZj+mfqTzibGRCIWHPLUmHPaKrfOKdkIJKCm+aPGP/v69ZTfvWLDy/jUbn9r5xpefH/YpECvyViISBziISKJaEmoDitDExHlPCWDzQBS2SgRgERGvYiAKWHCBTGYKQTFwbuPawwQLiCIFezAgzJygHFCmDIFAPTB79iZ3gqetASX9xjdatTNVjTgiMmLECFUNnkUAFa9hAJTKYjpYVZQZffjw4cHyhskmIAuAKIpEJIz/QEIjR46seHEqMKSqp59+eni+vv3tbw8ZMqS+vj40oFQqhd+t9mt2cTthkG++TjkuvgG8KfNNohDLKHudAxkH8+WcGzZsWPiScePGhfF2yimnACCP0aPGjhk9rm5kfd3I+h+c9aMhpw+vHzMe5cEpImPHjg2/N27cOO8tIGPGjEqSKPwRHqjgthk1ZnRqjfXuxz/5q+DCKcWRAlESK5BaE4BmdP2Y4SNHjDtrvEDHjh8XHDzDRgzXMpQECS4ZAJUVQrDbgcUDnKH84IT6NmeddVZlfRs+ElgtPIAAxo4dG5bTYdZQ1dGjR1e7iII7h5nPOuusSpSCtVaEoqhYOSwyyDd9LH3MNwoY6431DDigQGhnlIDdBbfjD29eu3bzjEU3r9r2u6fe2P1JK5oJUVZTxhZMPjYF1RSw4FRD2ApnSXGIQZzd14pLBgAzjx8/PozmYKmjKDrjjDOq3wPAWvujH/1o2LBhYVkcxjSA0047DeVlLsoj/swzzwyfCl8b/hvEOXfKKaeMHTt29OjR3/nOdwDU19cnSRImoeDJDO+vr6+Pomjo0KFhUhw+YsjwEUPGjhs9bNS4UfVnGVIFSHxqilnqQXgGGaFUYYC8xe4menNXYeM9L1y3fNu1y29/4OmXv8ylCRADeQk7VV4kYt/+/7P3nn9ylVe+719wX5x398W5xzPHDFLnru4KnSRhfAfP58ydcz9z7swxQWCCEDhhA1ZoSSAyQgkFcrZJtrE9tjGYcQIbMME2YDBggklCsWNV7b2fsJ61fvfF2rVVkroELXej4Fqf9ZE6VO/ae9ezn+f7rJgl6kXJiIF4iKS9hTzYCzzBQRDgTUgAgIlsOQbOGt484pmgg9sJPMSDrAPBQBwABiMABvjakuujpn9q1viGa7GTugyryVAnYiLq7Ozs6urK5/Nz5szp7+9X/2km9RaUEEJ/f79SO4BqtarH1xGeoT9qA1udufVH897r8ua9P+GEE1AjpGz2r1QqzFwulzGVW202pMk3DeWQ/FP19hvlGyLq6+vThbm1tTWOYwC5XE7Ne4VCoVAoZC7OOXPmQEAeEFTKSXdXHgIOyPf2oYYara2tOuTU0Oi97+/v14+gp6dHf6i03d/f393dreyuU7S+S/ZFNupQ29Yqzes5Z6/UcY4aXhtj8vl8ZpXJHoHsBQCKxeLQ0FChUGhra8vlckNDQ3pkPU4+n9cGf+p7Uuedvm+hUOjt7dWX5XK5/v5+jZEA0N3dnR2/UqlAmyAHA1Az/mb2ZZb5pr4SzB6LP7w5cvcPfn3J+rsvX3fjQ488/vaOiaT220i/CGJFHAcKJg2OpoDYCZg4ZNG72pdbwzezeVaBRi2Q3d3dJ5100vHHHz9//nzFdn3MrLUdHR09PT06Fq21g4ODqA1xtbvquNcnR80/pVKptbV1cHAwl8upnVPNP3pLnHO6NdGdbnar9Gtrra4QzDwwMGBMzEwDg0WAjK1WHPrnn+iBKIkFHjDkxoCIaRSoApHnKAlWXXiTxDEw7vHWzvjhX79wxaY7L1y9/ub7f/z86zsnLCLKig74mMqWJgWJwEMcxIEd2IANJAZicTEQCwyYYargsgO+fMnWCSKNv2FJgAQhASUBFoD6vBKCA8WwX1ly1d6n5BiUwxx/I/sK6uIGADBzfcRAqVRS1wDqcF99AW1tbW1tbWpU1wkatdEuIrodz+w6qK1hqG1Yu7q6SqWSjnnvfUdHR3YtWXhBds5KUbMNN2jyzUFk+nwj7AKbNL546VXaXxNACGHOnDnz588vFArFYrG3tzdz3wAwxuh4039NovMGnOW+0lASewha5nbo8BCROI4XLFhQKBT6+vpaW1v7+voyDq6PoNdgF+VpALlcrr29va+vT9398+fPrw/wyohHnU36RsoZWZiBhhwYY6y1Chw6dWfjVmfvcrms90f/amhoCLUFRSdwfaWeg8Yh6NGyG5Jdjv6ri46IlEqljo6OXC7X29vb19fX2jpXpwud/5t8M8syy3xTBt6biB599uVrbv32xVffuvHOH//q+ffeG0mzGCggTmyUVEkMIyaphoDAdZ8bcVqmEI7YEofsN0GY2GfUst9pZnGX2b9ZmJi+OAvSzPha969xHOs0rSQ0MDCge5dsNwCgpaUlexcR0bGbGXKzQAR1UWcbZWttkiRqiW3vmBvYUjAE/Ne/+1QAKlEZIAoJ4EPQEn9VIBKpBESE2CN2SGIhbQdR9igTdlfw5Asf3P7AL5ZcfvP6Ox753i/f+MMHZjKtqRNo/wImeztDhxC0zTsH9V3ZKnDy19eOcBp/47RjqRACWUgMlNkZcIXVdUhfG766gv1v+zEkh5lvMsmm3d7e3mw0ElGpVNJJXFkngxI1yejY1qejr69P/yq9sJoRKNt97veOxWJRn4XMTabb4hDCwMBAd3d3b29voVDo7OzMXglAA9Q+GWnyTUM5JL6hkFRZdjPOXnKlARDSaVPH0ty5c9XvD2DBggXGmCxUBft6J3VAqs1DR0s2LJVaKpWK7id7evIAOjq6nKN58xZY641xAJIoXjBvfq6rWwJ763q6cxB467o7u5hCEsXBE1g62tpzXd39pb7WuS3zBocKvfmWOXMLvfneXE+uq3ve4BAA59zQ0NDf//3fn3DCCcVisa+vb2hoqLW1taur66STTtKwmCy2pq+vL3sQQggZx5fLZZ3kdXofGhpKkqSzs1PtT977fD6vFp3M2qpmJA2+1Huoa0dtd8EAq/0GR2//qaNGZplvhtffft6q64e3fPunL+7cETAWMGFBSD8iZtRg1gOWJQEDXtgGLfLHwZO3HHxAhWEErHmsAgRxLlQBTExMAHDOdXZ2zpkzp1Ao9PT0aFhcd3d39sXg4GCWRYLaLK9Rb6jFDWQmmTiONe5yYGBA49FaWlo0/qZUKikSZaEGuj/u7e1VrOnt7RWRfD6P2g4ANVsOgLa2FrXftLYdX+rr7cwdf8JnB6rJmMBHSVUACuKJwcwuIROJN8KWg9G2rEAS2HhvAyMAJIg9KgbjwJNv8VX3vnjyyvsv/ebjr04iAkbKXPaYIIwHjLJGamOUMcqIgBFgB2O3QxQw6vB6BYvW/fjtgFFgUrCbMQZUGROE3cAuYLtgDzDKGAnYXk1WXHHrMUw3RwLf6B/qpAmgWq3qGqPBksVicWBgQPfWOiwzmM5mZwUUncczTAegsfAA1B3Q09PT2dmpfi6Ni1Sg0fib/v5+3YxGUTQ4OKjpivoI6IlNTEzU71w/AWnyTUP56+w3Zy+5UuOLUWPotra2+fPnl0qlrq4uZj7uuOP6+vo6Ozvz+Xw2AJxz+UJ3d6691NdbLPUUSz3tHXNzPR3dufZisSi1HNJisagpq729vblcrwhKpf6urlxPT75U6tflgCl0d3YNDQx2tndI4L5iyVsHQXtrW2q3FzAFhR4JDEFHW7szdrB/IHjy1jljgycNjtHp13vvvdfYg2KxGEVRFsFWD/cdHR39/f16aRq+WSqVisWi2uYz66b6BDRtSmf7np4eNY5mrH/88cefeOKJOucXi0XFvp6enjiOAXYuhZvAtsk3syyzzDfvJPjPlyevuffXF67/ztV3PvLTZ17ftqfiCYysPh4Y4sirbQYugTcggjAH73zkORIkAROCSEBBmIIwQoC1NJmFbmXGFanZ2/P5vO4ps2GncI2ai1QXiRNPPLGrq6ulpSXzmOpToUfWpUIPnv0880wruQPo7OzMHhX1TA8ODiry6zmoddcYo9HEnV2txla7c+0so4HHegtzPcWM4BiWYahWklAnXQs2BC9gIFSABPD6kBNh+87khRffv+aOh8+98sFV972++Yloybd+f8bqu85ZsuHCZdefvWzLmcu3nLFi08KVm05bdf1pq65fuPL6M1Zu+MLKrZ9fue60Szeftermxau2fv6iK8/d+N3+r931LytvPO2SW76wcuvnV2xYeMnGRSuu/8KK609dveXUlWsXrlp35qq15yy/+ayLrlm55tYvnHtdk29mnG/4gJpjakHRsaeDrZZhmyaKZwOvfrLWZUltLV1dXX19fcViUb2r+oL62b+rq0upJYSgo7feY6Uzvhp72tvbdeTn83kd3opNGjv5V97xjy9Nvmkoh5ofngB7BGcvuTJiBJM6MXWF1o9erdT6F2q6UONHCgoh0RqqgU2h2M1iAU8hqQ9zyeVyOnl67wcH57W1dTDD+zA0NB9AtRoD6OnOkfOKLEyhs70DguBpoK9fizMxBQls4gSC3lxPT3fOGauvKeYLhd58tuDrkK5fDtSTW++ZAvamm2T3Q1+ZJIm6erM0cuecZiZqQGd7e7umlYhIll8iIgqCetOstZnvTB+9JIlC8CyuyTefiMwQ34yA08IJLF7YgIgtuwRmBFQWbyYmo5f//OEPHn1uzc0/uOiKO2792VtP/IXfd9jtMG7gA8DwsYtQLaNSQTWGicUlwWuSOQw44WAoeGIEDzJiqhyDIA4p1AMC7hsoMHxiXKHYNzR/XntnW6GUb+uYKxqvDiRJUiqVtEpNVvwDgPd+aGhIf5KF3xeLfblcb1/fQF/fQGtre6FQamlpKxb3xs3pHleTUPRZ0sdAsSazErV1twawDdTT1xcF+YeunAW6Bk6wjofmfcY7gVouTYAHnJZqpAAi9ROB4B2sjSwij7LHGzvMvY88t3T9vcs2f3vLD3774bZdlUqFQuJD2dGkzvIHG/gCndZrSGqrgjOXbNqJ4LzAghkGIA66FhCH7NHSIoeKp3/l6DuC5aB8U8Oauvp+wQJ7BIuXbY0RIGDCIZsz6tdvhXK18KsdRYPoNcZTE/p0Ds3CKtMLYI6iKAtlQB3ToDYyoyhSh0K2Ds2ZMydzPai3i5k1TMdaq3O0iGj5Ew1u0PPUL2Y7uFhkaj1jxaYxgUiAmCDkgAAWScCeIBAE0OlLNoxAW9s2+aYmAnWXWGBXwOIVVycAOOi6Pjg4qLmiWvMm8+Zk2zkN8u3s7GQbwLBVM39gEIL2uXNcHIFSq7x1ZUHS09fe1ntca+EfugfbuopdRkzCCYHmds0lkBHj4dWAXSz1J8axIF8oCRAntre/3zA7wIp4IFcqteVy2rNmIo4JSEIwzEkIhcHB7mKR1URiAA+qyoJ5JzixFvFxxx0HQNkluwdZGLV+q19o6lP9y/RXg4ODPT09Q0NDasJU24w+ZVnMgzFGA4wA9PX16YNZKpWYWe036p9q8s3sy8zxTWq/2Y9vtGivQAACqgGjCXZU8MOn31x7xw+XXnvrlm/96KmX3tkx7uIAAmKGQVrgmSFqczFJRY2TwZN3RnMLtd4qOa+2Si2m58gX+0qOfGJNe2dHEK5EZQH7YAREnEaK6TqhW0/NKFFI11lb0URdV+3tnUlimZG6hxMrglxubya53pXM2+q910hMdbtmHrFiX6G7p0sLOQjQW+qrJM4LCsW+SjUWEYBNUgG8S8qAd5zGZVeBcWDMYzzBZBXPvPL+rfc/vOTy66/efPejT7347pgdI4w4VMr6xBJLEjhOQwQ/Jt94AmwEnL1sy358E4QlsEhqbGvyTWO+8TW+2RxrlWc6dH9NBgrZyNSfZFnfHR0dWZo3gK6uLp2j4zhWUslcVIVCQZeljo4ONWSOjIwolOvgVDbSt3POffazn0UtdVYPbq2dN2+eDu8FCxaobV+t7voEZVX+sryqQ73nH+fONPnmoDJNvhEGwJ4SC+wknDt8VSxAIM2Ga21tzVhWbTnd3d3d3d1qDtStYJoxLrBJ6kiSwAvmD5G35C3BO7EBPrblzlxrQFIayBlfbutpM2Jac63FecXWXGv/Cf0e3oiZDJUYZk5vi4VvLbZbeP1JT6HT+KrnJHEVrdje3jW3p9DZ1dM2tKCvmkx05loH55fype5PH/+pAOs4AAgOIPTnByXAehPgNZdQr12tofp06IqQFfJQ95aIDAwMGGN0RcgSCXW21wzwYrGoltEs+Twz2APQjTQAZtafRFGFyDXzwz8pmR2+sQhBnHhjErLWW0fOB8fihRW644BqwGgcXnpz293f+8ml625Yc9M3H/jJ4++/7ybLSP1Php3xEA946016dCbyVrxDIBBZFwEUQkrZ7e2dUey6uvMC5Iu9jqyAExsLeLIyIUjdTO3t7fl8vq+vr729ff78+R0dHepqzQqKoOYF6O7uSa+bEUJ6Yzo6urIgTV0kNKtWq1ti32cGGkXf36dfOGMh3NvV2d/bC+8FKPaViL0TH4fYSOLgK6FcJkwwRoFthBd2me89/cZVdz785ctvveuHv/rNy++OWGjjrcQ7r6mG6VAkwLNYln0Kdx4oEARhLwwGnAdsDCwaviHjG5Ep+EbStZ1Vm3xzUL6ZhluqXjLPVD3f6K/U049sUQFQK7aR4U4cx9kwnjt3rhps9MXFYlEn33pfUnd3d0Yz1Wq1VCpFUZRVs9RX6tTc39+f2TXV16Bfa34KmnxzJMg0+YYDIMFTYmp8EzFAHkClUhkYGIiiSIsCdHV1ZcaMbPhl7lEKIkB3rleA8cmJalzJF3t9cAjgWlO9zxQ+iwTzOwdlnFr/e0eaW2vReXwOhImdFVDqkO/syRGkpaM9AJE1AejtL1EakYuR8gQBAyfM18aOn26ZQ0Bvf6liEw/5zOf+MQm+jOoYjRO4WOqX9HMFsc/lclk+VFZzT01TGiFULBa1HmCpVOrv79c6+NntUq+Twr0GM+jjmdVZ0F0xM2v4ZltbW3bPtQZsFl8c2DbtN7Mvs8Y3DC/eeKSttQUQEIujkHhfUeuL41B2FAkmAl7fMfbz5/945Zo7rl575233/PDJ514frYiCbpwWY4Fjcc4FchACE0wk8AHWByPgrq4cBIEAwZyW44p9hf7Bvr//9N/NP2He3NY5WvNbh+CCBQs0Kll3sZmZsaenJ0kSDRMGMDExoTvXiYkJXTzGx8cHBgbU9pjZZpi5paUliqKTTjoJgEZL6LjXZMUQQktLGxFrQBwSM9DdhTiGiSkIAce1tDvAAHssTQIVYJTxzBvbbn7o0eUbb1990333/uz5F3fYUWAsQANwrEgQB1iEMpkR9V8QOWYSCSH4zK98EL5xHBBSvkmAc1fcmPKNgwjsQfmGD939clTIkcI36p9SS4kmawAoFosdHR35fL61tTWfz9fHjWmAsO4sTzjhhOOOO05jJDWpNasir94r3ZRrsqFad9RElIUqq+mopaUlhNDe3p55XXVCR634zd67Nut8M7U0+SaVGbLfaKWMrOJXe3t7VkdDE6q1ypcOTudc/7z5HbmeqrF6GxMyAZzvL/T29EVVZxLq7SkZ46z11Wqcy+UKg6XRyvhIeYzAhcFS2VSTYCficpmr436ypdDWWmw3cON+ckdlVwwzp7/j/erOMVQnEE8i2W5G5g50dizobR3q7j6xOMLljgW9xxVbWwa72ublJhCPYE8Z5U91/10cYmutLj/eEhGdeOKJ+vhoiGR9pmEWkZOVsNeINKUWnfaZOUkSLWGcdfLR6H7UZZPps5YdRLPJlG/Gx0drqNbMn5ptmSG+2SMh5RvRkBhmeJBNYC2sE0tsmQlaaE64Glc8KAAEsRJSo47wJPBBFD312pu3fvfHw9fddNmme37w+Ct/GcOkQyxwgGM4UjOQB3zVVwlUMdW0tGWisWYQeAEZF9U6kqJSjaWuxnw2KWdfhBDUnawNd7LdsNRSUbQhS/1WVbcvWdMGXVeyP8wOXuscxBDYKIYAQRAA4612WwXGLcYc3h3FQz97ceW6bw1fu+mm+77/6xde2zlptC2DBSKB3jEPYniBY0mYq8xlnXecI53BQpCsWMV0+cYT6vlGc8wzoMkQp8k3+/CNuJRvlm+KYQHlm0MpgHgg3+yX6+G9L5VKda1/kMvlMmpBzVqTlQAB4JzT1yvQhBCq1eoJJ5yQjWctcKJWGRGJoih7LohocHAwS0HXoy1YsGDPnj3Ze2U81OSbwyyHFH8T2FpgN+O8ldcYpNSTTWVZeGL6DrVNHWrDL0mS2Hndx0bW2EAB7MTHPtmNbb8fffpLG859G2/8Mbx4yppTF99y3pPmt7+jZ05b9/mzNp/+Ml54DS+fvObfTlv3+T/jT6/ij2euXXjGmlPfxVuv4eWF15x81rrT38Crb+GVC7YsPm31//cXvPo2/nTW1acsXnvGW3jldXpx0ZqF51x72uv04pvy8qI1C8++5tQ3+I9/wdtnrz7rzbE3HYjV0Ezpx5jZILOnoz6hBICIaF3jKW9wPc2rZK/MbpHykK4Imf1VX+acAdj5uNl/6hORWeMbASG4AB/gBaS+ofTTCKkdkiBpL3RRAw2VEY/DjIJGgB0WL35QfvA/X7zipv+4csOtd3/n4edefmskIu3B5AQxkQO0OafOTcxpgQHPkQuxgBxZH0jfNopTw4zW546iKOtZmMVdZlViNQDZmBhgjfjJDq5gg7pYzsyerwtSlo5bb/kHYB0J4BkkqBhWA+1Ygt/8/s/3/+Dxqzfdt3rtPd955MW3d2HCI9FSNAIEQjBakhjwws5TEtgGcZaNEx/SXB6RWukgYS1i27AvbiP/1C5wPd8wFA5R/0Q1+ebj8U34a/gmG1r1iLPfEqWzZ1bbRmouA6mVKUMdeaCOkLLumLJvXneWUaXf1s/XGcerbTKLUcvWORHJMlYO4ao/pmQJa/tpk29S+Sv4Zo/g/FXXZnyT1QnT4aQBjlneqP6rG0IgrdmRGFebIkKUVIn9GD7Yjjee2/3EWWsWnrt10S/Gf/ngew8tuvuLCzee8kTll4+Xf3Hy2n//t2v+9ank17+1T37+un8785rTn9z9xG9Hn/zC1QtPvezzz0389qXkD6dfeer5GxY9M/rkk7seP2/9OYvXnf30nl//bvKZM69eeN76c57e8+tnx546f8Oi06845XeTzzwz+uQ5a77wleu+/PsPfx8jmojLepnBEHhvLb4sejKb+VF7QA68UdnzkmVUZQdB7THRyb9+mxFqncyB+l20z/LDm/E3sy+zzDciqccx/XNdeusqiokEDj6Q42AhRCACW4jWNY6BGJhgjBp66sVXt97zbY3U+e5jT7/8QXkSSIAKwQFJCBorG0IEiQWJwLoQGxeJTmpAYNQvFagxe1YCR0+pfm1QuFErbAY3zJQxkK4uWfXY+gPWXaMA5MgSMOEoAkYcPojwwydfXn/rt1Zdt+Wme7/3m9+/9uFYotdia+ZLCQAR2ANeYAgmu5mSmr7Ep7HEtYDiGt/omzb8HBvEF2d8AxyMb7Jn7NiV6fKNscAeYPHyjbGWSqCg+XrTlQOXomxSzoKI9QX7DlQkSZJNxKiLnkGtRILOyFm5BKlVLUMNlVCblLNnRF+cTdP1WJ+tEFzrKYhPwn7T5JuDygzZb/SDztJL92tlkJEuals4csFbSiIDgQQO5Mhbk0TsY8CTmNfeeeUvu/8Sw1aQ/P79l37/zgtlVCMkb4y89fKHf5pAeTeNvDX2l9e3/zmBMbBv7X77zzveiBBXUH1122svbX9tDNUK7JsT772y640KbBnm5Z1//uOO1yeRlGFe2fXGn3a/OY6oAvvS9tf+sO2FCLHTtUzgY9oPBPRCsmdBXUj7da2qv1hMVUUWtS7r9RO+uqi4Vhmo/sX18TfaYrPJN7Mss8A3AUj5hj04WxGgCVECNUtwndZ9SgHwaf0KARwHJ57AVdCkiAam/PGDyn2PvXTZjT/++tX33f2dR/70zi4LJCQCcr4CVCETsR3zHKmXygfyxHGSXld9UZws9aPe51o/9L23GaLVKp2wtYnUUm0z2082fdC+Tch1pgiwJthJZ9/YMfrtnz118dpbVt383Vsfef65Nz8ccZhkxEDE3sF5JIzYS83cxSmLGEhU2yeFOvWAZbA4tcpIAJNuwPBx+aYuPzzlGw80+eYw8Q3qDCqZZCiTST1STHH2tR/Wz7zZn+xnfazflWavyYauHqF+JcgOkuV26dGyfpzTvd6PL02++QiZofxw1LAWM9sAACAASURBVD73zLyRDQBjTGaWzubAWnUuaF9A8U68AwcQ4FgfGm8dEfngiD0BkbdJ8FaCYUrjE8hFSMpcjWEmqBzDVBEbuATWSGJh4hBVXNnCVH2F4COqRlQleAuTcFz1FQ9XcWUHGyFOYI0WP0rN7qj3E6H2jNRXjcom8Ppv60WHjX693yNZbweq3yHUPy8Aavtk0iywJt/MssxYfLEY6NTgtfC/4NCmhanrpzkWL/ACG8gG8iDLrmqjx174zbq77/naFVvX3PKfP3lm1ys7sc1hBLAEx+KD81QlmoBMABPARAzWcJYAMEMcxAgsWGxgEzhmxIJIUA4oB0w4GmdJWJwPRBwC2MPFvgqGd7CuyjIuGAthkrwVArCbMRJQtvAJMMrYluCtSfzkxbHr7v3Vl6+8/fJbvvvo86++O2kmgEloB0vNoUe9zroIGKGWuB/0czxn+Y2VwCad9LIqaQjCGU59xON07MjB+KbW6SIQggd5ENh7YIzxlRVX2wCIhSQQC04DzvZXxmHRgKmVZa/uM28epvNsqPCK9AIDJIKYUQlSPmfZ9ZWgn5rzwonW+gsO7FkAIQG+sHTNiICZm/X99ooAghC8AXYKzl25Jkp/ThCyURlg8vvbLfYzHKqoZ1+pSK3a3vssAEBEsvI5WTxZvVnowD4hH08aDpQjWfbWBeVggXOHrxqDerU9QmjyzczJ0cM3hH34xolPyIxzEgNV4NX33T0/eO7SDd+6+sZv3fnDR994d2z3BDtGEBCBiIkc+USjfrT5A0BAAkRAVd3MtfclDkYoQdDWn5bFETnioMcL8IyKIGE4L6zs5UAOzokheA+MG/nTe+M/+tUf19368MVX3H3vY3/49Wu7P4gxCUwCFUYMJNAOT3s1W29mXZp88xEybb4xAeOC85Zd5QRgC7FCSfo6PhAd+LBoo/XAgTL1CJkervNsfP7A3o11+rQK/KLlm6qMer5hAcg2+Wa6fJN2EdMJKThrYr38zMWZWfuy3plZFpJ+qyFfURTVB7jU9/TWfMDMOrhfY/BpytHHN+pbbvLNJyJHFd8Q4Dgo36gSOCEZnXSTSRq58sFI9Owf/3zFhm9eufG+W+/5xRPPfLh9BCZAo5JBDt7CG/EmkCFyjmziHRhMwjawDXC6RdQ1LQKMsBoVwUzWx7EtR67iYQhJFdWJEE+wTArGCdv34Mlnx2++85err7ln3Q33/+hXz7wzOhED4w6mdkgn6Uwam4RrIvvKIdy46UmTbz5Cps03ljEJLPrG5Q7gYCEuSSJb+9ATSQeAS7Ph5LBoIzFpc/lUD9fpffT5q9NbDZ5cY5GAc4c3N/kGOES+IXLKN4tWXFtVfBQCWb0xgVwWeF5vsKnPrFbRqoD7OUyznD4tPpmFKmZOrilDVT62HHN8Q03/1AzKUcI3ugMWaNvwQOwZQcA2MekvAGEEhnUSRSECdsV49k/j9zz0u0uv+86la7754MNP/un93dXgbJ0zyDIcgwAYi1DzGnihJIgDGERlDUQREe+D9/q+3gFxwKSnCmQSeGMkfuCxF4bXf/fydb+4/YFXnvxD+YNRVBkJEElSpUkBBXHWRc7HogEyHEAegfZRdWfw7FtwmnzzETJNviFrGRXgrIsvt+mUvfemZVpvojuiFDK1HvYT+5jnqXwjEoQtQSya/qlp880O3ss3ZCIIsUt6e7pRSwMUES3opZHsaozJmvF1dXVpiYG+vr6WlhZtydnS0oI695MCUK0SDFCHNYe6qTvK+Kb2OQRtplXPNwZAcCBCaPLNTMlRwjeZeZ/T/gAp34CBQMHGaS8IfUtBDFSAMYdxQhXYNolHnvrdtTfffOH1D234zq8feeGDtyekgrQKsJXMHu842BC8r9nqA9vUlRXAteneBooZO8fx7Isjt9371PIr71219r5v/+zZP+2a2E1cBuLsyCGtrxrcpFAlLdgZrI8rCA5CTb45UmXafEPAJHDWRVcYIPFkAzuAg+FghG2m6U8CHxZVP8+BP4G3qVKdqyr4w3WeDc9/7+RAtSRbF9icO7y5TAjBK9+4lFSoyTeHxjcQcnFlsJTPcGG/muzA3uSMrNkqgDiO8/l8FmZen1uXVRPQwpJaaAC1mkxSl803HTlq+KZWa1tEpJaESwhkgUXLr2zyzezIUcI3qI0PpE5cSqvRCCBB3QEC5ynxwTDCJI1YGKcJ5IwImBQZ8fEbAT97a3TT9385vOmuy2/41nd++pvXPxwzgPGwnHqlYoQIrgoTwWouUeJTz0ICvP7e9sd+89SVa+5fs+Ghu+598unnd+0aV2xRT0QcIaqEahxiD2IIETsTAI9g2McIBmxBll3ibITgUlWze6azLU2++QiZJt8E74GdFouH10wyCEgEFYb3VotKHzD/+sOj2QDbb9RJnGpaZinTw3SeDZQAD3FgK8GBrHht07h4xZZKQAieg2nyzcfnG62YVc83lZr9pr/Qk+/u6Ml19eS6tMGZ9t/u7+/v6OhQwwxqlU41/1SNNz09PVoyu6WlpT65WptvK9MMDQ1lGVhDQ0OoteqcvhwdfFPXS0Srd+7lGwMsWn7lqDT5ZjbkqOKbzLHLTCF4ZtIEXUYI4ACysBaG4IGyoMKSCIgghjkROMDAG3AFstvyKx+O/+g3f1p7x48vvOKO2x/57U9feOeNCdb2CGWgChhg3IQYmPT4w2s7b3vg0dXrbl1/2/0PPvKrd3dgzyQMpwzgfBxsLN5kVZGRtq+NNX6ZSVCrvsNp2CZJLUsw008ug6rJNx8h0+QbmySEMcHyDXe9O2a1elMFqARUAqqMSFDPDvFhUo1RSxhxQByQcAruUU0P14l9TK0yKgGTHmVCmVAOmCRMeHzxkhsjATPtwzfsm3zzcfjGe6t8c87wNRWAmcWbvnyOXaIDvru7W/vMo5YbpY0+6g+o1pehoSFrbdYxG9hb/i7rX+a9z7p/dHd3Z+HJ+5UN+3hyzPGN902+mTk5eviGeR++IXJEzoF0P5cgJAhGg4dhIBVwBRJr9AxLWjUYpgqX6HxngBHgfcabTr77WnXNf/z+yxu+veLG737v8Zfe3hVNJJio0M+eeWnTHd9ecsWWTXf+8IkXP/igjHHBJBDDWsADzkEcQyLITvg3xFVBMdilW2Ty4imtCVFroh4AAhPIgRhetYY7qR7CjZueNPnmI2SafGMqHigDZy65ZtnVm74+fOlXll3ypeWXL16x5dzhzYuWbzp76cazlmw4a8mGs5duPHvpxkXLbjwsesaqm05feePCFTecNrz1tOGtC1fccPrKG89YddPZyzdles7w5kwP13k20q8u3/iVZRu+smzDV5atu2B4wwXDGy4YXvfV5Wu/ctktCbRYqNkbf9OML54O32wPe/km2LiQ69Qb453J5XL9/f1c6+ZhjOnp6VF/Uy6XU+7RIBt1YGlxPH1NZsJxzmVty7LXdHZ2qtOqvn7MdOQo45taPslB+YaafDNTcsTxzTRFy2WGIIBl5xHKVDVwCTzKARaTPiRwCJ4mIwNMGvaoRmGngKqRYwjgxRuaKMNDBC/8+f2Hnnh6xQ33fumqB89Y9v0Hf/XCb9/YtSeBA1hAwRBXAioOZYeyQ+zEeJAXrhlheErdbzhm2jCOcvbvW5NvDipT8w2Lm1JDCFakDIwCo8AkOAnWUzLu/QTRBNFkCPW6R3hWdTxMrTtBOxD2AJPAlge+Pwa8z/KehD3wU+ssn+d0tRK4ErhMQb+oskSCSDAJVAUxg4IIE8RDnMAIvNPwEbFnL9+0K+iK/jfHN41EAIA1+2+MsXh4TQw4LwCXSgVrE61o2tub0y968r0+UGJNsa+kU4EPNDR/XmJNT75XtaOrs39woLeQzxcL2ctqeSEhXyxMlCeDsADdPTlHXn+bvUx7vzRayA+YP/mAGMaggQFHmPoGGmLg7JVX7AFigMVysMzwCJ4gkkBAAQZYPHztNjT5Zrpy9PNN8KTvrKl1BCpTlaqTajKBALBRKAcgrpBlBCSeR31wOqNpwzNIgkACxJAIGAFeG8EFVzy402FSO02mw4gE1iNyKDtUHWIPm/ENock3x4xMj2+YgmOJgAlgHKiCLbtAxiBNC99P3SyrOaiWPcaNXL7uBnXFVmb/fGbwuhJIveoVKd+YkPKNsBM0+WbafHPu8muVb5ips7N9/vyhjo62XK4rl+tKkghg42xvIS9AZ3dXBiW9hbxiCkOIgw+kv0qsCcI+kCNPHPTFjnyxr+QD9Q8OKNA48toi0Ho3Xb45EG5UDzfNfFy+EWnyzazK0c43LMo3SRIRewFNROMBhGSMgAnj4SPIxKgdtYBETALrykA1eEosLGczWlkkASjAVmU8gasCp513iQUswzqy1nPwSKN8jEfikXhYD+dBtDfnXKbURuO+yTdHqkzNN9JA4UMIYjmNYrEiIXgESzWP5MfMc54p3a8cdqYcLIBAiGNetmy1dRIAXZqm1lk+z+mqgLOeGJkyQhmIBDYgBOGgRTcdwzX55mPxTXAmYDTg3OXXRIB1pDYb7622Fu7p6QbYe2u9U5NM30B/bJIgnFjT2t6mmNLZ3fWZz57Y1tH+3/7uU8W+Uk++1zgrgOKLfq0QUygVE2uMsxkYWe+ksf2m0fx5DPCNAc5ZccUeIGnyzczL0c43AglaQZwTUwFIOy0YuyOqWufheY9gZ4B1Ac6Lc4BYuHFKPAFjCRMQRyHACrS4uDc0GtOEA75y8dXWxxQMBwvyHDwzOfEJfIANsEFcrT6tMISl4XPYUBrM5J/AfWvyzUGlAd806H8E50EhUBpLxcwagEXEIYiGjmmAfBpGluXNzY42tDP5GGARBODCbwwbEtHU36zQ8v46u+c5bRUP8cJa5tMEMhwsBxsJEgEFYQoSWJhYXJAm33wE37AA4lO+4b18o6Vusj6aXV1dWYc+IiKivr4+zZwC0NXVpZNZPp/PahATkcYXl8vl+g72zrm+vj4A+q+2Jdffaq/K/Yqd6q8aTZ+NRm3jCffwSOPzTPlmFEgAYQuyEpp8M1NylPONd2lL7TiavOjCr5byXb9/7imy1Z27X+kZmn/rXd9669XHP3ficf+9/bjje4e6ekoLTzkzGfvw59//1mf6Bue0lU47/4I3P9yh+90AVMtBHAM+BB9ZfOnrazgtZkxqefXe+7SYcf0wnaL3ZJNvjnKZJt8QIbDUmk2BBUIQ28gEsl84+YxrA/MNAT6Aqxxi4LwlS8vMDnA138FUOrvnOe3rygoYBweyIKvcY0UUKzXyWwIHIQ9q8s3HsN8QxBnmUca5w1dFgCOvBJM1iczn8/V/5Zzr7e1FrcF4oVDo6uoCoJVvtMxxCGFwcDCLGtbKfkQ0b94851yWhIUaMCkYTZdv6m14XN9O5AiTRnwD0fp+V4ym/TWbfDOzcpTzDcDCZE0VQm+//so/n3TirZs3wlU3XHNx+z//y4sf7MD7L/176VMb7r3nDYKrMgTP/fyH/9hz3M9++B8J4+4fPfwfP/+5MYgDHEHqWpeXLb66/KYILgmWOIgIWJhZV4ls4O5zaxo/Vw076syyNDyfJt98hDTim0b300PCPj4drabUgBrcPnX0Zl4b8Y2ALGRSpAwsGl4xKmI0DRDcQGf3PKd/XVM70tQFXL+6McRDmnzzMfjGQ5wVGRMsXnF1DDjyImhpacvleltb20ul/lKpv1qNAQRP3joI8j29Kf8639OdYwrkfKE3P/f4OZ9ZcEKpUMz39OprvHXOWAiSKC4VijYx5LwehJzvL/UFT5qSGDztU3MyK+oqaDR/ZolItTTb2pA4/K3S9j3PBvvejG/S+n5sQRbU5JuZkqOeb9KgF28qEL/mskv+caj0x2efPOkfc0vu+OYkgDd/d1b+U1fdcdergDAkqT7z6AMDn/4vP/ved2JgDJhAMCQGkkYhePHOEDBCWLR8q5bDyeKLmeGJvfABiZYflZd4mAw1Tb45VJmabxq9WpBVm8xunxfYLJ6g/jP/BPz9B/ncA6e1eb644vIxr0E5aLS//AROdVra+P5zel8ZEIgG+wNNvvkovmEFcQeMA+etvCYGfCAAg4PzspIc+XyRGd4HCDrbOzra2iGQwAou3jpyHoK+YgmCymRZMSXf06vcA0HLnLkL5s1nCoo1ijtMwVuX7+nNdXUrxDTim0b1rNMqaEcv33CwwOLlTb6ZJTn6+YZ8ArIQD/ZjH7772b78YHd714J/eKUcLOBfemLxCS3Hdfb9n33/Orf/sz97+CFMvn3O/8gPdMxpL5YefOJnEUBAhIplI0zsEk9VC94FnLlq8w5gt6AsMALnxRinuegHDKsm3xxjMj2+CSDRT7/GNwxHiA+cifbyz6xqIzGCgABEgvO+cclYJLUPusEMPNvnOU3dD76y7T1Svkz5BmmVqSbffHy+4Tq+cUmStkpI28vonFdDk70UIrCJCZ4gcMZ665iCQoy+wCYm+zqJYgiiSjW1x+jPBdVyJTMFHQLfKOIcvXzjanzj8DfMN5LWPeTs23ShOtSjpX8+Y3yj+Alw8CAHFuicM/Xn3Uga5R81UgQACdg6A4RJP/HTO29delzb5zbe89i7gJWA9x7+X63/5fqN398GTADeA64K+8H3HthYnNfRUipdveX20QgOSLybMM4AlaqFsUxYvGxrFbBOEAsMjHFWgoCDNY38xNM9/5nSxvvdhmuFwAcQBPAGSBLgrGXXN/mmJtPjm8MrB47DutwullpLswAo3IBhXHT+pVt3+HRdCQzn07y9QK5GE+5wXdHMCXmos9CdM7x5N/+t8s2+K2H2XYCFODgD8M5qecmaaxZddPH5X1vytaWbvrps0xeXbV60fNOZKzedfsmW0y7bevLlW08d3nDaio0LV16/cOX1pw5vyL497dLNC1dvOePyG1QXrt5y6iWbTll1fSM9/bKtC1dvOe3SzadesunUSzbpn59+2VY98hR6ycZTV93yv1du/PyqW09efdeitd/8vxdfd8Zlt35++e0nD99y8oqtp626/rRVG05btW7hyg0LV25oeJzDpIuW3rZo6W2Ll952/jdu+9LFt331otsuuPC2r11421cvvu4ry65btvaWN6t+Ig3BAQxMsBzAvqq8boDzhq89Buv77UcwMlW81aEd9sjkm2mbrB2ABCBhQCLwcz98aF1777/c9cPfbgeseP7Loyfn/9vWrd/fCUzoFO8jRO8Bu3ZPvL/ooov+9YzFVtJEcQImtbR78BB8cXjTeOAAgCCxF4DAXpsSN+Cbw27APyS+sU2+OUCOMb5JPz62aXZ67KtnLl23i8GCEHxmCKk1dmYOXnj262jPujT55mB8YxBpTCvABninPFEGCKgQyoRxwkjAbsYO4ENgG7AnYIQxKhgV7Al7v93hsZOwK2A3YzdjV8AOj+0Oe2RqHQH2SPpK/Sv94QhPrRPADofdwBuT+NDjnQRL19/3xjh2Buwm7GGM1EprjglGGbvpyNLs3CYZlYAqIfJIPBwjAt4en5wEdockhgU8xP6t8E1msMnkQCb4OMdpxBOzzjcN/DKNz2d6Sg4QAxAzwBHojz/+wdbWwue+/6uXdgMJxeXXHjv9hM5NG+99L+IICMAvfvrwj75zEzD6/s63hv7pnxae91UjsATvgwsYj5mZEU9Ya88fvm538B4AY2L3CCNUXIXEQFwjvjnS7J8N832m4puzl29q8k1Njgm+SftIZHY+BI/YMxgB9ozl1+5OP1NvrFenQS2Vl5Fa+492afLNwfiGasmhcVyNIaOBDBCZkMAmsAl8AkrAEUKEUIHUpyllvf8E7MR7EKV9AFnLCmvrkoOoE2/ZWXb65x7UaIIL4NhyAFUMOaDK8oXzvpEAaY0jIIBD2uWG90mkOjK0ChvDJrAG1sF6LS8Ca70jcBVmApWd8Q6LCaAMs8eyE4ZQVM83Hx57/qkp8UVEpl5cG3PM1DABzDrfNL6uGeEbEQRKPCWeAXi4t77/0E09J/zzvQ8/scNxgB176+l/m9/b1THQPf9zHUP9//T//vvu7R+cfcr/+PT/9X985qQFiy+8OBa4oKs8CeB0C2snYhN96bJ1uxFipHvbAI5hBB7BNKpDdeTxTYP7LDruucY3NgHOXralyTc1Obr5Bkh7t2Xrd9q1VVB2VKlUCPYLK6/bpR+rOI1WMdZTENSaQkM+iUqTsyxNvjkY3zgQi0MIwVOFXRlsAZMQwRBMgJW0c7u2vPAQt7edu7i93wYDtlP8tpEe+JqPaB1vIQCXAfbeO/FfW3K5hVaTYoHbp+M9f9S7f+Lq4T08wdcqZHmBh3jyFiAnJgplp8VBuQw3rv2njn2+UakHmvS0a7Lf1NZoPTvw9dn1H9V8YzwALyAP+CSG2Rn82LbYjRJioBLvAZcnP3jXWa4QdsfliOFdDKkCVR9cJYgFAqtlXgLw+ns7AwCxhnnxZdfvAiZFIKhMViNrHNj6GEJHPd+wCCjlG+cBa5p8s48c9XwD7F2/M2fV+ESkvSct3DmXbdqellemcmzrP1+tR3Kg8fgolCbfHJxv2JgYxBAkCAlEIVinlfRGcC1au/F8rjdzNi/LC+DcBMDVyDrg4ss27wnpqCYEqn2Zbt+OMNn/erIPgAGB9yGxyhwMshAihIxvhJEcw3wjIiEEbdaa3S+uk/r7yA0kO8J+nDTbfDPddXe68SW6+3RiHXRidsK2DJQBB1g/BiEEAGQ8LNgA1iZU2Q1JBIgYBFibVC0Fxljk1958z56yYaYYOG3llm3AbuLE4YYbb9u+Z6wa0rww7SpVH+Gbxjcc7oCbA+4zplQwBJTOg540xriZP1UnxwDfQB+owPACx3CMzTfc+dq7OwIwkkyetmLj2w4WiInWb77xjXc+SDxHloJ2qTyM1zOT0uSbg/GNTWd0QECAUZNdreJ2GqqncOMBt5dz6ruOTNmB5OB6kAKUU2oCCYDzFQCOYYBFS9dvE2jdagM2IA/xqHWtnP4pzao2vLL6kEgBdKcuSHeeIT7G+UbhhogyvlFYOTS+qYek7PpnlW/UznGgNuIbj+kpAcTewhogEGCYmSYRJhE8Ayin1YU5Ig8HLgsYArFgL1BvEwCqciBgzIat9//ox48/Ox5TGTjlkrvfYYwCv33+1S1b7qh6lIkFgG3IN9M9/5nShojDmFIlQMA1vuEm3xwgRzvfpD9nQeAUbhzjwe88+oPHfkOAAc689Jb3AmLBz5/87Q233jlWSQjwsvdT5mPhk27yzUfxjQABwZMDJ/AC1o3PPlL7g/2W1fqjZnunrBvJITByo+OTDkapgAwACyy84Kr3Q+rlIlAA6cp1ZOp+NTZVA8hr0iIDet8EjsVhar7ZfuzxjcKN8o3OXyEE7/1++PKRfKNHOPL5xmK6CsuOQBbqowKAPYjjdHYuR1atqhUERGyrOhooBnsKSBgBSOLJGByBIuDtCi7dePu2MbPd4X8uv+dtxiRw8fC1774/7rT5swVcQ76Z/vnPjB4C36T1b7jJN1PKscE3qOcbGzA2ieGrt7717khVcPKyrduAmDF82Zr3tu8mwAkMSagF4oSjZ1lvLE2+OXj+lM6HIOcJsGqDtlrU2guI4QmBwKQFWvSGca0Ryd5vG0w0IUytjV7PYWrVqBrajVAFexPsBZds2gNQMIENIxKJgBhsEfhg9ZwOl2b/C7hWfFLrTwo8iwU8iw0gAtkscuCY5xvtyqFo0t3d3dbWliSJ/kR/OzQ0lM/n29vb+/v7tesHAGZ2ztX7RLO2Z9577f2hvdNmim92B8RqiAsOlICqQhWRBFwNpuyjRE1wXLMcNhrGMlPaaKQ1KCDjEQJBIsDjPx/75c33/+AdwalXf/s14J6fPP6TH/3GjLJ4OGAyBPMJnP80tfHGJ4FYLZHjHAlgvPaXSGr1/TyoCvgEOHt4XZNvatKAbxxBDfJCWs0aHEJ6s6al061t18i+7afWoFGWvhZYrJMrW+CXv3z65lsfGAdOufy2Fz0efPy5Hz/6yCSC2bu6CzN5ULraTet8DpMGqjsvRvAIBBE06/sp30yJv0eRpGZzJiQOiC1w3sprdgFM45AY4pgCgBBEAOIgTLUEwP306JB6vkEtvvgY5BtmzlqUWWuHhobuv//+lpaWUql0/PHHd3d3d3d3G2MUVhRcALS2tvb398+bNy+Xy3V0dHR3d3d0dJRKpfnz58+dO/dzn/tctVoFIDOXH74P3wTlm4glCdFOSAImOPKx04qT1lVFoikVqM6QxlOrTEypjicAC5sgWJeMrbv5xkdffu+01Xc/Ozm55s57du0cg+NgIoENSDwiwcSUOnPnP0PXiySEyPkK4IM4Yu84GArCdh++EWryzb7SgG8YImKYsoUweLKBZmqj17CNdwM7aAI/pWp3SQc24ASIIQkkEVQ9CLh6/R1PvFn9f4Zved5i5Y33jYxXJ5gjga/5FyiIAxtI/Xvtc561voafuDa0BwMcyAg7bTCeRiA1+eaY4Bt9Fm2lAob3lQnnz1x6+TYAUgGsSSoQEDEA652Am3yTypHPNwCcc0o5lUqFiAqFQnt7u/5WzTmoWXS899773t7eUqmknqz641Qqlf7+/lwuZ61N/2SG+GYPwWR8wwYhCZSQGCAKbjK4KJCTwAA7H8vB7Px2hrSBNAgAq2VKp5Pcr559+fIbHz1j+AeXf/dXDz3xaiCAQIkXvZONF6iZO/+ZuV4LimESGE1NtJwEeBdiYctprkQd3yzf0OSbmjTgGwEzJ94JEDxDUnP4DLjoD0kbxzNmyXUazilqD3dkA+P5l9+9aP39Z133vSu+8+yDjz3vjcRCLp3OdByngQKH67qmqwLPcLEtC7zA6EPhfKXJN8cG37BAJNGW29bHEXDuyjXvA55igKy1QYk+SBAitk2+SeUI5xsdkWqeUSgB0Nvb293dXSwWOzs7h4aGCoVCb29ve3t75oQqFosKQFn4TnaQUqn06U9/GkClUtHrVQrPJgAAIABJREFUnxm+CTVXbnBaJsFRYthpzqFGrkz6YIFK4IMu1DRDOvXxE9CUWkGospryJRaqAOvvf+p/ff2+r9zx8JsO4x4ksAhVsTE5SMPjzNz5T08NMKVqf9AISIBYuGziAAShOr4JoLjJNwfI1HxD3qJ2E1gQAMt1cQnT8cc30AaOz0baqFyIVlDzHj7ABzgGMQIDNonLFrjuW4/9y4VbV9/1yz0VwMP62FMSyCAYBANOwAnENPRQzWq2yUG0wf1MvPOA1axJEUdWi6Y0+eYY4ZsATzEENoFhioDzLlm7DSCIY02tgkDz/ojE8Cznq8+2/K3wjdpdvPe5XK63t7dQKNx11135fL5QKNRTS6FQyOfz+i0RDQ4OFotF51yxWCwWi4VCIZfL5fN551xPT09vby8RpcN9hvhmlKSObwjiDfmIwziww2OHxziwK6CcVfjG4dGRBrpdMAGMCbZV3ATwboKn38eX1z7x8A68yRgDtpV9GdgZeEKQSMPjHGnXNQ6MBow4VCSd/cfKIQDCbl++4QQ4e3mzP0MmDew3YEA9OCAgYiS1ZXVGdLpWu4PEpATsZRFmhXtoh7VRwfN7cN6GH/3nWzIaEIBYtLhYisIGcADV3uWvP8+Z0kb3jQADRIwxB6MpxAnBUZNvjg2+gQDw772/g4AImABO+dqqDwQGSAQ7Ryu7xyMSCOBCDNgm36RyhPON2myYWb8olUp33XVXqVTK5/OlUqmnp0d/3tLSUiwWsw91zpw5pVIJgIbdWGtLpVJvby+AQqHQ2toKIEkSIpopvhnbyzdaK5UjDmXmJevv+sa620+/+LLzLr1m0fLVZy9dfdbFq7+0au25y9ZNqYuWbJ4ZXbp2Sj1nyYYpddGqNV9aveXcJRvPW7bxSyvXffHSzV+6/N7/fcFdp1x29+nLb/zi8JZFF1517vJrzlu97tyl13zpousaHmemzn+GrvfLy6792sp1X1+1/qtLrz3vgsuWr9684rJNhiHsNIwfLPCmyTcHyNR844OrOUQwGvsV125YdtWGL158yTkr1k5Pl984tU7zOGeuuHFKPX31dWdeet2ilesWD69dPLz2rJXrF16y/uTL1p+78rqzV1xz/tVbT1l90/9cdvP/XnHHeZffsnj5FYtXbly0ct2Zq9aeuWrtWZdcd+6qteevvO78FWvOXnbD2ctuqD/DRcM3LRq+qeH5z7Y2uA9fvuiKC5Zet+K6u5Zde9euGLVqWGjyzbHBNzZxxlbWX3/TeIwImAS+sPSqEWDSoxJw7aZb390x6QHHwXPiaLy+t/zH4oAjTP5W+AZAFl9crVYLhcIDDzygthwiam9vV9bp6+uTWqUcAKVSqaOjg5n7+vpyuRyAtra27u5uAK2trQMDA6hZhmaOb9L8C2HSaPcqywTLNy7f8mEFVcAAunbW7ws/eW3kxzFa+k8tHElsge2TFQPskmAA6zgAMTgC4sN6/tNVDySEikv33HsiGb7y+jEDYdqXb9Dkm31lar4RMFMQx5WqHbPyjas3fFjhiNO2gtNQmVob9SNspDswtb4HbAN2M8YIox47At4F3gLGgQ/isINke8AIsD1gHNhD8bhgD2M7Y5vgQ2CPYIww7rGLsWvfs92Dw6oN7oMFJgWv7bYXr7l9HLBA8ARp+qeOEb6BgNjeed/3fvSLF/YwRoEvLL1qG6QiePqPf7lm0x3jiZotRWAdjTX5JpWjhW90aBYKhQcffLCzs1OpBUBHR0c+n8/SwgFEUVQqlTT+Rmnm+OOP17BiZh4aGurs7ASgLqoZ5BsLMKSObzAWsGTZVbVF0acLLtfM/FNqowTu6erHzLqtqcCllnwDCNhXAY9AAguXwHuteRV5KwA0LntWz3+GrldgtI+mMlkEnL9kZYwa38h+fNPsr5nJ1Hxj2en65zzKgoVfX1YBJggebnpa1+C7XkMaL3Og0pTaqN5VAkNiQAbWwhjxzrArwyVOBMQoA1XryiQGKAM7ReBYqoHK7Krik+DJWzbm/2fvvb/kuK5733/ivZ/uWm/ZfpYlEAQmZ4A0ZfpZfmnZvkkyLRIgMAjMAZgEgGBCJDIYJAoUZQWLtpxkP+tavpZk69nXUU+WJVuSJYoiiTR5uruqTtjh+37Y1TWNwTSAGTY0Q7r32mtWd0911amuU+d8ap8dgmht82oXv1ZEqVrEZ4GWRBLgPOGe4WdmgQTwfg5hqsk37xm+YQ2zGR7bf+YHs9k4sPPJE5eAGcbQs6e/d77sgZlKYCALM0ClyTe5rH6+sRUo5xwR9fX1vfzyywMDA11dXc65zs7OlpaWvr6+9evXF5lyANxyyy133HFHkiTAfOYbCzXv7+9vb283r50Grk9Nqcbcbi+WIjgqplQ3730pCEABFNkoTVlq4j7eXd3uXScqkGqJ4AC6INgxdiof/gjCCADDQyQINu050eSbqtTxvxGGliHRqZsQDA4fCACIRcjUwpiLCskW3m3zKasEiMVsayRwNduXhYDbeFyvxNjVQ7XaoE95DeeqO12eEglRNUNMwBFKlUrqgRIA7xCdqA/VUsaCAA2cZQRMEMpAGiugWWgmPo1MJLwgOFxQP5HtTVYCLyhMbZ+AvANfJmwdPlwRVmWOECFRczwFgzYNnZgEmP498k09iSS5t7jCgQJE2INo4Z2u+fPSzebXBRhN1U8UEoAy4Ut/9Y0jr/7um4ytB178dobf+v3//mdf/8Z0Bg9YMcEMkoCYowhd/cBXn5vrOrE1SIVr7ueaB1BSSARYqk5kQIKQd0H1YEhEALYPH7z4nuSbPBEfwMzmHdzS0sLMGzduNJ/iLMs2bNjQ19dn0eBJknR2dq5fv96+aDmLAaRpav7FP/uzP4sq0Tf55r0tTb5ZrtThGwa0AuFUaUIwOHTYBoRr8I3W8E2sIg5H0irf2AaN5RsvzmYHyiohzRiYDZggpAElwrRiEhgHxoFpYE6hQAK8GfCGRwpkvhKjJ8Zq4xtLBlSbEcc+KfhmcORIk29unG+KO12IPTSfWWm+MofqlT1wqYbxOmrF7a/Wul+RaY0zQJzK3NFPfO5r/zK1ad8n/jXBoeee/+GPxwlIAjsRgkREAnGshodXyayx7V/y+V49cuYfEUnMB1pvY3IMIP13wjdSLeHrnOvq6urt7V27dm1/f78ZdSxayiw0lgjHMhdv3LjRgq3e9773bdiwoa2tzSLJ77jjjp/5mZ+58847p6amivNv8s17WJp8s1y5Bt94MFKVCcbWoaMeEJtKF+ObWrgxvjHEqYWGInue1oxfN6j1+CYAQWOM3oosBGDv8ZceOXh2+64Dg7sPbBk6sGn4wD2jBzePHLx35ODW4YNb7nvs7keeeOT4q4+f+uR0EZGkIOGiqVqd+q8eXn9iaqenQoXmJ8zBgcc55xtAmnxzI3wjmmd8jjF6IM0TBdM8cy/k7LA0rZfAoN724iF+sU8kBApACfiTb4wPn/36L9//O8+8NvunX/6KdQwXvEIyX3GxovASK+AU6qA1yQ5yj8Sl6FLPt44Wa7wL908eoGA2pDSABDFjeAHnyMNgQgC2jbwX+cZWTEulUk9PT19fn2FNW1tbT0+PJSnu7Ozs7Oxcs2bNbbfdVqw6dXd3t7e35ycoguoqVaVS6e/vX7t2rf3LOdfkm/e2NPlmuVKfbxAhyBQTisHhk9fmG5tHr863GxfTZThe1eObKZ9VmKIKkbiI2YDdh86+keXDauF+XsRXM1ACvl/BI4demgqouExVK85fzTemN3udop5CqyWK2MoiVQsh1fBNotLkm6v4ZnG7QmSyYkcknFWDJ8DQWgeWWlmpC69goBR4mjEHPPeZv/tPD35u7MXvRg9l+Cw/IQrVDmp1YosT5ZoXK6GM+fqjV14BUkhq1VGs0pd6QZnVUms6MJjggW0jB9+D9cNxpX8xauw0AJg5yzL7V1GcAVWaMdwREXPKKdID1hJPk2/e29Lkm+XKNflGkQITii3DJ61wfT2+uZps8nq30IYgTj2+cZbGhiKxMpACdz+27xKQ15u3GlVX7CkloAQMPv5EGhi+DEnYzy4KN+8WvlHlJt9cm28CeQkRgkgy7tMyMBsICmZlVtX5a53Xg2yQ1POLlyvLPxcbg1IgUZ4WnYo8e/HyhWcOnvzX744zMDlb9gwGHFmeeYSr3NuIqx5uS2xPo87XIQlVjUgiEkbCSCCaCM8C00SigBIozbKJoFEFgAODBR4YfE/yTblcLlCmIBgrwlCAi4jEGIkoTVP7l6o65+yLRXh5qVSqfUtEItLkm+VJvX680u1aKE2+Wa7U4RszGgMp9DKwZeS5vNhqHb4JyMGlgBuz/NscWlvXiVVIuFHrUymkFFOFMDMDHtg++swlIEP0GllJhcCkQqosYMgcq1SA+3Y9CQVCBVKClOrxzUppPjFfUVpWAAEHDxlnbBs9anwj1OSbWr6p50ErEjz7kEVKgEsUZxie8pudqrkcXbWa3c3OZ+HqfEgKTyAgI/WqDPzN33+bFQ558pHiRUnEWlub/iOrZq1cqTwdiRWAg2b5mpl6qIcqMBXlMjAFzEUmoqwyA2ReAhvfCFjggMGRg2+99/gGQJZlZrMJIVhIFKp0YmQDQFWtZKZVGi++a/+1T2z2tQ1CCPlk/C7hm0Zx9GqT5XSIpUiTb5YrdfgGABJAEvBl4N7RIykgci2+McSphRuwQHGFZ7GosnCkev7FWvVTXqD1/W/IcQZEihkzB+DhJw9dUpTAGTiaTy7E2CxAwJVMMQvcP3acAM4yxDKQ1PoGXTGerhDg2M9xReFRG3AkesiENPlmaXwjGqzMLgFTqruPH99/4uzOB0ce2vXkg7ufvH/3/p1D+3cM7R8c2b91ZP/Wkf2Du48tSbfuem5JumPkpOnO0VM7R08Vb7eMffwjjx7fPHr2w48cfvjwJ7fsPbN1//P37j07OPzctpETW4eObXrs8LaRU9tHT2/ZdeK+PS/cu/uZrcMHBkcODo4c3Dp8YMvQs6b1jrtt6PiiutTzrauPnRt87Ny2x85te+zcjkfP7Xj03M5Hzu185NxDu57cc+KFR8++8CNByTKrRaeIGXtiqGbvfb5ZMAtePSkuOk0W1h1bpdKaOla1APRu4Ztr2DNXROrxylL3cwOn/o6kyTfLlXp8I0AFoAT+MrBlz6EUYJV6fONQDZiq8g1q+GY+MlwULFqfb+pUFa/LNxHBUxlwShlAlRAeGN0/qSghZAiEefdPRSREBiXA24R7dp0s56cuJH618Y3F2VK+OsUEtk+afJPLku03BBUJcSZJxoW379//+kyaCVJBRTDHmBJMMC4pLgEXlq7n6+jbdfQtzV/UbvaWYhyYBN5UvgC8oXgd+CHwI+Bt4DLweuALwCXgjYiLwBsx30PRhtp9LkmXccqL6jh4sqpT4CnwNHgaXCb8MNFf33/gDeA8YTYQA0G98Y1oBkEUOGDL6HuUb26urDK+KUxNzGx/pWqjKvyH7POC0owqUMN5FlZWfLHWM6lcLhfftf3YNgVtFOt3te3x3tuCoG0QYzTPJzuKHQ5Vl6Yii7T9tTqmxbqh7TZfHATSNJ2v5V51rmqgNPlmuVKHbwhABmICxhk7Ro97mFmHwAFECEF9NJ9NAAxKY8IghriQiZDBCkMkeLCIcxn7inoCawwRgavOkZ6FoHkcFkAMZgUkurJShpyZSIRqI2ztk4q1Ehk0FXYe2D58cAJwkAAShNxyr0EhDChLClwmbB950QEQ87YASSSJrJQPrFXWWqo9snCuvEqXJvXW6cA+gCYFO0aPZLa0EhUam/n9FuT3u0oYGhSuArqkuHfkmRRgjlc/xeX7r8ffdTQ4D4UQQxGcN0tkDvcKnzmOZC9cmhXbQNTe2n+VZX4PCgrRXguxcLT1SuHIFHKX3ejNFKostpkdzvaWJak1qfhXvsHN1Pr9VkTwwMjBmQgokKXwEQ65/406I3oPbB899B70v7npssr4BoDUlEaTGudoIx5VNW6wpTr7G2M005Qt0tWK8UrBOqjBINuPqhZrfHlO5xqxt4Yg5sBU0JKBi9YYxkRkwX9RXRAsIMZOxw5tbbOjF6dQOE41RJp8s1y5Dt+EKt84VPkGRNFrzAtUhRBijDGkipi6cgSxEhGxDxBUQgoIlStgYogDkUQwB/Vp8JbiLAinMWOIo0gkwlDriuSBGIKzahGL8k1S8A1SFu+B7cPPTgIOEsHzfIOY842EFLjM2D5yJgNBoSHnm2qOGdWa2a3JN6tUls83UsM33Ci+seVXA4ikXBno6y/IA4qBvv7oQ048iuiDsYv9VZbW9S3RB+OSebgRDc4rS1dHpwoxhZxsNMcd4WgE09/b197a1rq+paer26XZ+lvXdXV0tre2dXV09vf2FZQDXfJ5NYxvRKJi5+jBaQIDcClCk28aKKuSb+yF3VREZBN/X1+fWV+6u7s7OzvXrVvX0dHR09NjUFKYc5xzIYRSqWRUYWRT+DAZZxCRFRk1sT0QkRXzyrKsUqkYdhBRjPH22283cLFoNanx7LZMQszc1dVldh0i6u/vt7OYmpqqTc/Y09OjVaNU7ahRCzqNlSbfLFduiG+2jx53gBBIovV8klhJy3lwSnBUKYEDIElIudhxJSQILmQQgUpGzmsEBCGa/SYNHBVeAoMS7xiISQIgC0oMih5KzDEJXI9vMsCBGF4RSKIHdg4/PZ0nAGFBrPIN5XyjWQq5LNg+ejKDh0IjAfM59GoHU2lcD2go38ikYMfoc5l17ogm39wA3ygQFeEm8Y1RS2GD6e3uyTNbKoR4/a3rgvMUohEMhdje2rahf6Cro7Oro7N1fUtHW3tne0d/b99AX//P/ez7+np6hdi+TiF2tLVT9P19PQP9vR94//s6O9raWtfftnHAZYmZf9atvdUAa6CvH4r1t64rzEJr19xivdkOvWJ8A3HA9j0HxwkBYJ+CSEOTbxolq49vioTLxX1lDtEtLS0ARGTdunX2oapaHS4jg1tuuaWlpaWrq6u9vf1DH/rQunXrnHNa80xZLFcxc39/fwhh3bp1XV1d69evX7Nmze23314sLQHzdS1ijGvXrjVM8d5rTTS+tbO1tTWEMDAwkKZpX1+fiFhTjYEMs4yfbEsAbW1ta9eu7evrW7du3W233VZUEzMIu8JB6p1Jk2+WK4vzjTKATIiDWTuqfOMlVELqJBAk5dR+85mJS6+cPvvd/++bMbiKy9LgK5UKBNNvXU4hjj0oHnrm6W9+55+CRqjAxcxXfucLv3f6zEuzc2VFTP3sw48+8q//+iOam7KDBuCpp5760p98kYQdUMCNEVWBOB4aQKxBEUnYA/cN7581iw1UisRlILXLqkmKcFmwffR4hgzKEjJoqMKN3Oh4epOl7iTN4Uq+kSbfXMk3i+cLVlWAFCGxeMDRZ6/NN0vlUVTX4m3ca21t1arBu7e3V0S6uroAOOdsPC8W6O1zy+LW3d1ttvMkSbTm8XLt2rU2And0dNi3nHNWeFFVvfe2ExvAbT/2NsuyjRs3Fj4M5jlwU2Vx7zmwKleAwT0HLwocEClTIaYm3zRKVhnf6JUm7mLlqFQq3XnnnXaTdHd3t7W1tbe3myFnbm4OABGZgcR7T0Rr1qxR1a6urv7+/ra2ttbWVrslZmZmAAwMDBCR937jxo0ADC/MirNmzRq707q7u60URn9/f1dXV19f35o1a9ra2jo7Ozs6Ovr7+4vyXrarO+64o2j2hg0bpqeni/bbDgH09PTYBgZABW9t2LDBDE6orsS9k0taK02+Wa5ch288cJkxOHY8A5jyn6jCLoAI5EMFnEH88Weeffv117/+F3/5zW/9U0tHe0dnd0tL2x23f/BH428rRJz7zVfO/fDN1wny0IP3D7S1t3W0njn70j/+43cUqLjxILOnz56ZnoqgUkiTr//DdyYS+fgrnyqXZoOwr883ll/H/GaCqAceGN5XBhwQIKxB8yyxUaAEAJUU4bLo9rHnUlSgUUIGuHcV32BSsGP0eGbdNwLKTb65Ht/AllYT4DKwZfRgCnA1TdMVvzCApfNNYb3u7e295ZZbOjo61q5d65zbsGEDqu4HVu+5MNsnSdLb22sRvl1dXTYY9vf3o2p9F5G+vr7W1taNGze2t7fbU2XhnWnVFe3p1MbbtrY228n73//+3t7etra2DRs2/NRP/VRxRnasmyr1+EbAFWDLngPGN4EyKBM3+aZRssr4BjUevgYuMzMzAwMD/f39LS0thjWtra3FA8G6deu0ZnHKCnKhiv9EZHdIb29vcQN0d3ebm057e7uItLa2Ali/fr2I2OOC9UhbmUKVRaSahQhVTx3bm5lhent7rZB7d3d3jLGnp6e7u7unp2ft2rXmWGOkdeutt/b09Djnent7Ozo6Wltbu7u7e3t7raAYFvMfeofS5JvlyuJ8IwwgY2YPXJR5vrGUNgRxCOVQAjx8+Z//4s/PfeLjd9z+83/0h19MkuT3/+CL33399VTwyudfYwiYkGbPnzhx7tOfPPrCyScPPJWVS95nTIAiTSuKOcXcgQOHXj33B/9b68/0dnas6/vFH4xnf/JnX/3KV/773/zDP5YUV1ftKZ7LWYUFBHiBBx4cHk0VmcKrkkSVoBJUiAXRLJJV+02KVIXYpyq+cetTi+eXW/pu6iwBEAVgkqt8o2jyzRV8s3i5elsQl5xvNOcbEdTjm3rrLPWUVRSITAqwysDGDQId2LghMvkY7EK54PsG+l3wJNze2dG/YaCSJgoEij19vYGiad9Af2d3lwX0lSplBW65da31xq7u3jTzPlCI3NHZbbutpMmt69exys9/8A4XfOZd30B/kqWRqZImvf19eTdhWupJLUvj4iqUAFvHDlwUeCBSBmVp8k3DZPXxDQDzmynMHuZy29fXZ+jT2tp66623Wo0tMzmaZFnW09PT0dFhBhsAItLT0xNj7OjoKDh9YGCgu7u7tbXVHG76+vpaWlo6Ojo6OztbW1vNoafYpxEPM9turbqFHbR44Igxtra29vf3m3HVKpvaahRq1rm89/39/bbWZnvw3re3ty/ILl0EajVEmnyzXLkO3zjgomDrnuOJhRwTfOYychGRNAWymdf/9ZH/+h/3HXzmpVc+sXv37ldf+dSZM89/6/s/6PnfP/TKl/4IKn/53/70Q30betraDjx3qITw3IunkpACEgP+25/8xczM1N9/4896+t8/MLDx9PHPfv9rv3/prTcOv/iZ/3vTQ//Tf/jpoaFdP3jjxzNSl28gKiLmaJMpPPDQ0EimSAVOJHIQ9sJeOBJrVACu8L9J4ZSFnBf2jfMvrldPcamX5Yb5JgCiTb5ZIt8cSmH5KhvDNyRspKJAV093R1dnOalk3nV0dba2tw1s3LBm7S2GGjNzswpk3rHK+taWnr7elrbWrp7uto72dS3r+wb658olBcpJxS5vW0d7V093kjoF1re0iYIFkeTWdS0KGDy1trexSiVN+gb6Fejo6jTMstfWttRluvTzahTfqFCq2DZ2wPxvJGRgRnN9qmGyyvimli1wZWbCNWvWFK8BhBAKK04RCdXZ2WlGl/b2dvMFtm8ZppjTDBElSdLX11eARWHFQU14lB2oWB5GdQGrOEQhBittbW3FMnBbWxsRdXZ2mm2pqLBhUAWgpaVlYGCgo6PD6Kq3t/fqQzdEmnyzXFkC3xDbbIrIgUAKR+XJS//8jT964fQPpi5++vd++zOf+dzHzr60a9fQH3/lq1/97rffQEDmEGXq+6//yi996LE9Q5e58uHtm9r6u9raWnp7bj929IW/+Zu/Jh1/68I//eqv/sfPvPqn3//qFwY3ffTVP/jqP74x85d//83x8UtekOA6fGMzWME3XrXgGybH5IxvggCax09tGzmVwiuDsigcGxcf/pPim5GTTb5ZAt9Ub3Xjm61jhxvLN8YTJByZOru71rWs7+rpJuHMu8gUKPoYWMUgw4DD4MOyLhkYsUpnd5fmRTRzi0tnd1dHV2d3T58CzseBDbexoK29U4FIecYmAxoFzJDT2t7W1dPd3duzdt2tHV2dxkBmHFopvgFTJtg+emCCQICGDMSITb5plKwyvjEpKMfwJcsyEdmwYcO6detCCK2trevXr7/jjjtaWlp6enoGBgbMj5iZ29vb165day7D9qGRjeGLqhpqmNuN2YSsWOmaNWtsebivr89calS1paWlpaXFGmPwYbhjtiXb1Qc+8AG7+bu7u60BMcbbbrstTVM7ip2OmXZaW1ttMXhgYMD4rLe3t6gAb/uxIKxGXFqgyTfLl8X5xoGgBA8CXYBu3nvaAQgRHAEJohk0iRFMCOFPP/Pp/2XNT/f8Yu/td/7SP/3l335kY3vvz/6Hnjt+/n++vcuXE4xP/e1nP3tw133/47t/9dn/8aUnn38hLQMl/8ev/SEEmZtlTP/xn3z+0Ycf+8Jnv/TDb35t6OHtP3778n1Dz37itS9fmKXpcgrUNa3boK+AZ0RFFnR475OlLEZ2ImmkNIWWgDkgiR6oOMVMxI9m8NjYcSVwJUMEEazwS23EXy518ikvNa7kumB0rQsEqbFDkCpPA5tHDisAYVFApck3Od/U9IzayHyxMFANHhgX7Nx32AMQrpbarj1xGxGW1Sii7u5uVTXnX7Ojd3d3m9G6eA5EjROklY5ua2szJ8uurg5fraLpXNrZ2Q7IunVrbUHfe9/d3e2ca21tLdJt2LOouTOai489f5q/QQjhzjvvrK3J2MCnykVE85Xd/GevAgo0z008CaSAigcHiBIYCnAKybfZMXb4QpNvliyrj28KuDEH3omJiV/+5V9ubW0135rCdmJRVGmaFmtYqIILALOIxBiNSMyD2HLS2G2zfv36Iiy8cHCzm6EIcTLEAdDe3t7S0tLX19fR0fG+973PqAg1S1Rr1661nRuKmYeQHcI26OzsXL9+vfnB2Y1nS1pmyDGvnWIjEEvgAAAgAElEQVTjpv1mFcjS+Cam5RgcV8txS/A8M/3K4UPtG/t+uu3nem7/4LnTH0dpfOL73/rq3/3D2zADA73913/9iePPXgrj/xanT3/2NRVoGj/18U8FFwGfhctf+eofnjp6LJvQ17/1/37pi194+ZVPf/v18T/483+8VCICMle+Bt9EErPNMOAiHnp8eGjP/h2PHHjg8QOPjx1/eP/H/6/BQ4P7Xt25+/h9D+zZtmvf4MihoeOv7hg7OJd6m+IqnLvPX803jYqbbfJNg6Wuf/GChEPVbAI3mW9EpBjWsiyz8NKBgQEAFt9UQE9t4OrGjRsNXOyx0DnX1tZiOzNrpXMpc9y4cUBVRaTwW7Dti+5klnVmNt+G/v5+M6uHEMzAj2r+kaI/1Da+kcRTJZGiuzf55iciq4xvimoSFqptUG+xRWZKMecVVTV/3iKyGtXgQLuj1q9fb9RiJpxiDLWRutZA0tPTY0FS69at6+3t1WpCP9vGDD/22mhpAfKvXbvW3Io/+MEPvv/97weQJMltt91WmI5qcwYW8VPt7e3m3WzS1tZWu9DWQGnyzXJlifYbJUAccQAcMVTg0i9//nMX52Y//tpv/vYfffnl5z/5ywPtHR/4mQ909/2vv/SLx4+d/rMv/OF3vvoX5144+cOZt76XzRx95TdnSoDis595TYGZ0sRXvvbFb33z6y8dOxUn9fSRvS6Z/e3f/aIHfusP//zCjCOA2F2DbxQg1ixSGpiBsqOMMCGYYkwLvl/Gvlf/7O+nMA4kijngEvA28GPPDmD4EmezyBOFL/J0u1SUWTAeLxjum3zTKLlu/NT84lRQhHp8o3CKYAFWVWXFkuOorVEhBBvfbrnlFntALcbwGGNfX59ZdOxfFj91++23WwSrGeM3bhwwshEh5mjrsO3trag+8fb396tqb29v4dKQZVkRZmvbrF271kZv4yp7Oi1qFtXmJFvqaV7/dyhuAQCFNQfa5JubLKuMb0xq89YUHc4sMara0tLinCscgW2Dcrnc399voeMWaYUqJxW+NbWyYcMG7/2tt95qCQNtVcjCy7UmxUJbW5tZVmpXuyxrgnVcs9OY7adwKBaR2oeSosqEfd1SCxYJBpMkMe6pLe2+1MtYT5p8s1xZIt+AFBJE0xAVgEoycfk7f/3177759id/57c++doXSyUCVf75m3/7nTfHf8SaOIYAqXvh+VNvzFz6ra99eYI1AFOlydd+9/eCgiGpmwCSY08+/dg9j6WlizGk06UkIXzh//nKdBIdMWuoxzcWZqIAA1FRzgIBESgBFVAFegnYcfTsdyPmgAoqHigBl4E5YKoySTJHCA5Y9Ln2GnLtee4a2y/nAjX55mq5vv9NUASFM73ZfKPVp0oAIQQL8xaRIi6kCOAoMrwbdszMzNQO74DE6IlCkQEBkPb2POvHBz7wAQDOOSKyEdukiPmwh17LB1uY51FlIxvtrzZSLlyTfQcyT/kAql2syTc3X1YZ39SGDhWWklKpFEL4hV/4Bcvy1Nvbm2VZEQperFjNzs4Wbzds2DA7O0tEZhE1A4n1187OzltuuSXLMru1AKRp2tPTY3FPxT4NU7q7u2sTEBcexMWgr6rM3NnZaSZQ29iC0ouo7yKLjy0Sm4G0v79//fr1FpbV0dFhZh47/Wb81CqQpfGN44whBGQuqKIyO/PNv/mrb3z9q6R49bXPffD/+E/TpZimk9/7/re+9rffmgMST9ETOX/m+dMvf+43X/6dz0/FGICLk+d379njBQxkYcZnE5888zxmRTQT8De+9Z2Wzv5f+c93Tc5VGNBr+d+IuWFmMTCQRSIgI82YvQSCpsBDz56+QEgA7+eASEAiYEBDBZJAvfOxmKJuUK4xyV17++VcoCbfXC2rjG9sDLd4UlXt6OgIIZh7QGtra3t7e0dHx/r16zds2GB40dXVZWlaN2zY0Nvb29raum7dup6eng984Of6+nr6+3vL5TlAKpUSc+zp6YoxFsNsMV9YzCyq3AMgTVNLK18M5qjmxbHg3CbfNPkm3/5m229ql2ydc5VKRUQ6OjrM4LF27VqzuLS0tLS3t69bt85cZAx9io5u3jn218RimoqVKbsBOjs7b7311g0bNhhSmC0UNeZKs6yoapqmAwMDRUJMVP11rKSD7dNa0tnZaZYY731fX585JlsuwZaWls7OTntYKW5pAGbsiTEWCayWezkXSpNvlitL4xsCeY3zE6RKZWYC4jiKQrKIjCAoV9IJyneVW+lmSzMMSckRZCaZA3wlTRhwZNNJAvLIwKDZStkuQcXZgSTzlfr2G2IlhTiKDHgWJ0KwIG/WSFHxyL7jb88hMCAeMdNIxDbPe7g5cITM5xAvJB/6GxRXMj8BLOMCNfnmall961OFDfvqxlqIK2rSwRt/pGlaOwYSkfnchOAAybLEzDlpWqlN0lEcy4ZfmxFq2+C9twOZ9b0oEYjm+lSTb4rtb3b+4sKGUfB4IfVywxQ3DzNbVsCiNgKqTw9580Vw1QJQ4URZfMXuEOfcgoLetXcRriSSYh0X1SeJouimHXTB6RQxX/a2eLCorXb+zqXJN8uVpfGNByXiPQsAdgQVsId6eIL4EJFFUZQEpbnZFAogZq7MIAW5rAzEudK4IoMkyuI9PINBUcoAQTAXMgLmktR+/9RlJF5RN67VbsNA3jPlVBSCE4nRB594V3HA3uMvvZ2oI6VkCpLXQRcFJEIyCZ50Id/YWxFZKsfYetnVWjsRLvkCNfnmalll/sVAniAYV43ehW3bvCqLblBgh+WFr77Oa4Ob/cZiqUTyyNZiVK8dmYuhtRiBi6KBhcm/GOeb/sVNvsm3/wnYb+xFfiMy13KASeGqgpr75Gr0WcAxxToRqiCVj3E10FPspPaIBbsUGxcvattcPCWgGvy1YL3JnhsWnGxx+13dhncuTb5ZriyNbyqaZYhZJADibRaNHMoggnooskiK6ShTIJs7EiAGdaIBGhFKQOLjFLgMEYqIAg9P8F6cAh6oMPH8jy8KyiipxxORnUJYiSFBmAECAkCA3X0VYOT4p743rR4AJLo5MyxlgPMVwKXBp1iEb6y71uOVJt+ssKy++HBmrk0YVkQtLRixjUiKT4x4MD/SClGotd8AwpwPp7XjvHneFANv7Qhc7N/+2hCdn1szPrzJN7b9onwzKVLJu7+NO0iBaeLNe46WAREwgYGAoIiwwaf2wlz/Qt1cWe4gu+pFIJpBS1CfAZeBe0eeCbCpock315DF+UYl2P0fQOOiO0bOOAUCBVCARAULhKEsKgHiQSCSAER49RPgEjz5aRGaAc2BM9hX2TMngUuCEmuhFZIycUKcMBJGIkgEiWqukATwuSOFZqKZvQYWGj4LCRAvEOeIsfXAi/8W4QEoPKJDMPWIpg4hwJtGxIhIENO6hvg6gANAFcxKJETChkIKcAnIcssRi3gGCRZZyqi5LouqugyYArYMP+2qz1GqACQCgETFlrGj42x7oCJbz4L5hpWgAhKBpsADw2cDsOy8LysgS8zvpwAgUPKCKca20cMpwII6l3HJWo9rl8rHUYWgVlUtCAfhqML23FbVqFJowOK61OM27ncIiyoIBOwcOjQniAIEhhN4RJAwIJldCQ8MDh+42OSbJUvj+Ca9km8yxQzLlrHDFUAZQmBIQFBlyKrjm/esCES98U3a5JslSGP4RlxwPqZQQgRKUhnnSqYRjEzNnqL5gQjs8reSf1hj59Ta2dw+JICufF37iWSLKqHEGsAZND5y/IXvlFJF5HR2wXC5yO248B++jlbqaMzV6pZrsLeqTBRImFjzo4jmQFTvutThG1flG38l3wSjnCbf3ADfDI4cenfxzRVMI3xdXXV8IxqAbSMHZ4CgQIwIjNjkm0ZJQ/mG8z2KAg6YI9k6dijN+UYZEuzprMk3PxFRVSgYXrUM+EwxAWwdeYrQ5JvrSmP4BhACysoeAahAygDmMszkodrIgAQoAzPABJApMkUmyAQpz2tCSAgpISW4mKsPeTrBWr6wT1wd9ZBUkMyVomD0ld/7bkAGQJEQMsmDauxwKcNpTiWhGnUTJNd6+y+MQAvU12yTn6PCzE0lDwJSL1GhgAjFWNf+VJdv4B0wDWwdeeb6fKOxyTd1+OZgY/lmqdyzDL6pxRfPZMr1ZIX45hr1pxywdeSpSSCbX59q8k2jpEF8M6M6zzcqABxQFmwbeyZDnoWDIc74Rq+6ME2+aajMuzUoIkIt3wyO7Gc0+ea6sjS+8Rq9chAQgwlCLOzBTpUDkAAOwcdpkfTSbHns2Mub9h3fvPf44N5jpvfuO3H3vtMf3XdmcLTQ5wdHn986/ILp5r0HtuzJdevYga1jB7aNHdg2dmBw9PmtI2cX6KIfmm7efWLT488/PvLi8MHPt9x19D8//bs79nzi/l1nB4dP7hg7s3PP2R1jZ7aNnBocPrl99PTOPWfvGzt939jpnaOndo6e2Tl6ZsdIrtvGXlhcRz9eR1+q1cGRF00f2X9m6Okzc74wPAlD6Fo8UZdv/GJ8o8rGN0H03tEjlwmq/O+Rb+rU/xK175AXTEnON8R15+lGidSRay97GotQ1QyzgJNIuFCwLKpLPW7DzrdOg0hdAmwe2z8OpBDRTMWrcpNvGiSN45ssnxfNmI4IJIodo08Fs6hHVogDEcz/eHXxjfXCFTt8Q+WK+0oQQIIEiJliEtg2/IRok2+uKw2z3wQgUTgJLswoYgn49V3PXCaME6YZM4RpxgTjIuMC4xJyvai4qLgouCi4wDgPXKyqbTCuGFdcVFwQXBCcZ5zn/HX+3cX0PPMMcLnkL3oM/daf/3WGN72WFJdYJoBJYAK4LHqJZVwxCUxCJ6ETKhOKcdFxxjjjMs23c6FqHb1ys4vVlr+VYfTouZl5viGCuHfMNyKiYlUWm3xzTb6BAgQNXnVKMDj6bAqQ8Crkm6vhprhqV1uG6uXRXp18s2n0iSbf3BxpEN/MSg3fiEBBQArcP/JEtJkyxnm+WX32m0X956/+ZPXLgvsqKrwyaQrEVDAFDA7vqYaeNPnmGtIgvlH2LF6gQIxlAY8z7t53UlWhEZpCy9Ay4ARK1dWlq1edateeaj1twhLVAxkDjNTh8Rd+/28viweigxWYMI3QAKkegsymwpCqI2ceAbYkXXBGrppg7scBmx5/OrMnIMp8SCIoXNWNC7ku35h/MTMLR4u89IIm39Sfd9UuuBOZZGwdeebafNOoumNLViySZfjqONP5frJg/i90hdpfd92KYwZsGX5yEkihwg7klZvrU42SxvGNu5JvGMiAB0f2ss2UISrIwXJurzq+WYAyqmoRjPXH2VUqVwxeIlGRQWv5ZvvQaJNvbkCWxjcRnNegMu9YMXwJELHBFgqwj0wXHO5+6gWIIPf7noROARWoTaJJVTMgq0GCq0dqQJDjkZTm1T5hWlQV5IMgTaHY/vTZfymJwupLpEBaPWha87ZOe+qN2PlmV6mhkURwyFUilC4C28ae8UCIKSiFeAXisvim8C/OAGZmCkSyKN+ohCbfVE+coQHqbhbfNIozrsk3Cwa9a9hjVopv6v0MYDF2mVZ4AUKAJ4Qm3zRKGso3AMDzfOOAB0fGzA2s4JuI1cg3C8SqiFsx8EVlpRu4uFx9n3tFeiXf7BgaBTf55rqyNL4hCNUmUFHkphAWRIUAkUEBwCXCrw0fjWq/bhCUBQkhmgduvfkgnywMIWoDqRTQKwHDPqnxCa5Vh4wAqBfwI2fOfS+gFFMgMoMoV2YUb7mw9Ett6hTMx0MtVKqjHvCiGUtKnLCkFs3+puC+/c8GILo5aAZyAGL9hZDr8s29Q09lABEZ34hQwTebRw43+aY+31AN39TNG7na+KZ2rDO5th/xquObCAJ27D44y/AEeELGcE2+aZQ0iG8mBM7+q5wgjoMugN7WsG3v81tGT28aOrF5+OTWsTNbx85sHj55965jv7Hn1KL64T0nV0Q3jZ78ryOHPvLEiY/sPXP36LF79h3eduK1/3Pv796559SvjZ29Z+TFzUNnf33k1If3nfqve098ZOTYh/ed+vC+Ux/Ze+oje0/dtSfXFWz/h5849OEnDn1k35G79h7/jT0n7x47dc/omU0jz28bPrvp0ee2j54eHD5+/xMn79397Oixl99KMQudBs2AMgVFb9PDlpGzTb6pyuJ8A402zmfQSdC23c8HAJFZyRbU8+lWGcoqJFZ50xE8QCEiTAnuGfrY/Ly8cKAq/rEcmecA8oWN5ArbCQRKUPGC0SMvvllCUIBcPgqrqppnQCREQlx03fbGmpFXAxANogFMuWeeMChqzD+ZAHbuOkwQcEAEJFHxAq7+DAomFbKd1A8CipAYgPMR2584NuHBgDCgCJwmEhXRK2994vhbHgoRDRG5UvVMTe2KBEZUMPDgA49BgNX6PLOI1OGbetwZESGCNDgfZ4Adhw9cyEQVUZARyoRJwkXGW4ofAz8GLqyQ/gh4E3gd+Dfgu8APgfPAvwneUpyvbnO+qivVyGvoJHgSPAWeAk9XdRacAG9U9NFjL5wHLgMTMSoAiY69MCRWrEM6YPvoobe1yTdLlQbxzbjmfANhB5pBnAJPCE0Dk4JxwgRjGpgBphSTUlcndGU0UcwAF4FxwRwwq/jOjNx3/I+/rXhbMBtR8pgkXAYuA+OMy4rL1e8WjZ/iFWu/NWwCmFRMCWYYM4xZQgJME2YY4x5lYEbw5lwlARLWBFwBBYaEJt9cLcvkG5vXC74h+ymZwApEBz8O3DP2scJsILUJyuaXnd4p36gElQCtMahohEZAIBGQlDFy+KU3SvACs5pU98AC5ioBNIxvdJ78hKNwVCFAJoEdu44SoBIsbU8+HFef8lVyvrkG3Cgi2M8Fvaj46PCzlwMqnkQRIyYV08B5pxcIm4++9p2ACw4XMlxmXGaMy7zmt1LAtGIKGBe8leHxZ4+lwBy9ewb6JfJNyilEQFDg9Urpnr1jI4eO3X//8COPP/3Qrqfv3/3Uzt1PDQ4/tXXkqc1jT90z9tTg7mMrott3nxzcfWLr0ImHnn55x97ntwyf/LVtTzy4/6V7HzuydddzxWZbdz1X+3b16LbHzm177NyOR8/tePTczkdyvf/hc1seHN598MT2PU//IAmzgAOYI7tKk28aJA3im0vIE2mAmTVkoBSaRsnApg5S6+dYz/5JK6QSoiImmnnzDIXPgM27T1wAJzDvRzCrh0YwSbSJLv/uKmh/tTH5w7fVz4MGh8zBB8QM3nxgE/GTySxHBGGvzAT1HvApsHm0yTeFLJlvDHEKvrGJ2ecuul7AEa6C9CLw0T0v1KZYdRBXTcDXMPuNMVbtDq1VqpAI5YQwdPjFN0rIBEpZTR/Ou1CujeKbmmaoUME348C23UcDIEIQqGaCaC56S+MbyRxwHti8/+jdj488NDJ630OPPj6yd9PQs5v2nt46dviRI690bD6w5bnfv2fXoYeeOnPv6JFa3TJ21PS+vQfvHXrqrsf337X76fueOrl5+OlLHsl1T3j1yBL5hiEaA7IQIs8Bb/i0DEDzZEi5Mzjgqg5ZS/Urb5SygFgZmJqreMF06nfvf6rMmuVZnVa7ZtAM6qAO6mHziDnoIQMuJKEMTPgQoZXyNDTzElSglNTyzfnm+tSSpUF8cxFIbW8UIdGM3QgSKWVxol4R7O/CNKarRH0GZAoPEEJF40wAdo6cnED0ajNURHQMr3Dg1OjhCrXZaqXaLwpliP2wKVABysAc6bSgZP6hxFl1psnHDGZGBFzON5vGmnxTSGP4JogqIotj8QGVBKVJYMvQ8yIQWUCjCMjjeBtgv8m9VRZ+KFDjnkQwdOSlN8rIAGHvmfK0aSABK8i0cXwz35JaD9CLwODuYw5gFQhEPYHDFc2239N++VgvzhnwZeAC8NEnDtnFIiAVWPKhcsBswIPPff6HGZzA8xXOz7X5CQPDcz6pZ4rZiqqaz+C7ROryzeJ+S6wEYgiIdVpiCSizKiERTlVCNUyv8Jmp58dzsyW/H4mtNVmUh4ZGHUBEtV7GRXddqXbWk4AkVrW21goJZ8xGOUmMCorpLMJc0Aht8s07l4bxjdTwjSWeN1sN5QMmK0gQGayo7z+4UgISEh9ADECJOSkT7t/7sUt2XgR4IaIAijZkX5kQYt6PbKWk2utVVRAtx6zkITBexQME0eAiR4BzvlEWRMAHW59q2m9qZGl8QxINcfIZ16wOHEGAEtiDA2sloFQmPLTrxaufpc3gIkIipMrLa/R8f7AJqSYjSK6GUEAC7H7u4z9KzOwazcjqlSMogliDcUmj+KZozwJ/z/PAvUMnUrPpCki8gzjA8tWaPWmeb6Qu35CfdcCPCHeNPjMFeKDsPQFZeTbNvMWm/foDT04SoFDv7QKZorqeCGWwgCR6Ura1W4Cpdv1utcsS+QbIb2kSrkDmDC6jUg3ZFNvkLu0rodaSGAABMwKwc/jpcQLiijVpSZp75S/47RmKGDkokIbIKlVP/MTqaxrfqCBr8s0ypUF8cxmawYaoAPFqtWdJcnuNdUTLgBGAeE1b80ooFAQ4oBIBQEGzjMG9nzgPlAFhaIAjTaHObDWKWos5X/ks/pPXqy0Btuph1yTavaOAVkNsCKrKKiDAB6h3wL3DZ5p8U5Vl8k0OKAXfMPJ4cVVSF5A5wmO7PrEg3mh+euV4Nd/cOGAUeMN2zymqnJJrzFeqUFLseu7jrydIAFV2ufFcvEYvIVAWYhpi2ii+sfbkbah22iD6FrBp6EQFML8bJyGFVgAHCRCCaj4VEMT4ZnEBsoroNHDvvoMzQEpBARbAElJAHOmDz744DTgXUPVjWDBJKGDFPhVRIawBiOSmgMpSf4EVk7p8s7hwFLMQsEoAEom5w1geM8dFZ656iK+MfTpBmeBJXZJVnFAK/Mbux85DlTKIrzFj+yverh6tG28Ya6PzhCMQRVK28YfTJt+8M2lU/BTEweZSL+wiAoGZeeH4UdU6H6+cEFgpIGcdO6/BkRfHUfWbJoiYYSoPWLyiwSt/AvMPZApwYRdQRAEDQeBZalx2jDZVOOcbDwwONfmmkCXzjSFOwTfmResZAUiBMjALP4tshvHA7k86hmkqSAWJ5koUmOM75xt7oPACx8hIM1I7nFcNwgGYVTz63Mv/lqAMsFICTsAJKNXg2BvfxNAwvrH+5kSciFcNgFd1Im8AH919cg5IFJ6RKlWAEpCCnTkK3SDfSEbAhOLuXftTszUQKyNo9ICNb79y/xNTZruMwSsXekV9afGsRNU8igqB2urBu0SWyDc2k3EUViHAsQcEft5f6go7WV0j0E3XgMiITAGCELWiePTI8R+S2PNA0dTqs8GKtbOeXnELFcYwQWQ3Hz4uYLa1AFqUby40+WbJ0iC+mYTmfEOeJXXwlojRlrNNZb48XxW0F9F6le1vsrLA6gmKQiK4QsC2XSem8nJnChc0Os6Tm7n5BrMHe1BVV6r9VAYn4AziVYKImEUnU5Qjm0Un0cwjeLgUZXMYTKCkQAhQH4Ftu5t8U0hj+GaSMQ1chrwNfhPuTVTeiti869wUxHQSMgmZqGqMviF8Y0UxveRwU2jC6ig6kWnGw0c+9r0y5gCSOM1ujn2JfYWdYx/ZCXth3yi+iVWgWcA3PwLu2n1iBigLMkYisVTlmxTsa/lG6Vp8wxkLJhm7Dp8dT7xdQDAAPxcyRawEd/+BMz/OoJBImUWDM2iBWv9mgBRcXRBBCEv9BVZMlsg3do8zqwJegkKgBKHa+1yr9z6t3AqPgih6MJACDALufmRsEgiita1awRZer/25B8MC7iFENYywvOfVjt7kmwbJ0vkGWp34NADigG0jJ+Y4WpJ1IJ8eFcJK9cajFUqzVD99lICgzvoiA6AU2Dr80iTIw+4bYcCDSSK0fp2UlTqFIou+QPJ8IV60TjJZZGBlguMqr0IyxeDw8RJxNp9vF0IsNcXeV5O96mbL4nwjDKDEWvKIlxnbR844ABRtsVKELDBbhKIiKO4/9nsPH3r13l1Pbt939FcfOfBf9r384b3nPjLy0gN7X9y+5+Bdjz09uP/UR8eefOzEy48d/ewFS0zHXCDFUtjCHhPzxR8CgnpSl6SBFE8f+cTegyd3DO/aOnpi6+iJrSOnto6c3jpyduvwC1uHX9o6/NKWB0d3PXnsgaOfvf+5z1YUBMwEYpBZ+xZw7XVbdcUdYfkwA0jwyJMvP/jExx7fc+L+B54YGn5u54MHtw29tGP4+fuHTz8w/NwDw0fuHzmyY/TIttGjTxx90QMRQdTXoDbV87+BOg9MKLaNPZMCAAk7RVS4CAUiA/cMPTsJiBB0npMWhD0upYesSrlefr+Vbt9yhQFNgUQxSygniu1DZ8dRuH5HIPFx2pYXRZbpF796pJZvUPUvbvLN0mWV8U29daubrRBII/hmpdqvNR3fnpsVQa8RO3kV3zg0+aZWGsM3Dx/59OvTnDA8MAtMAZOKClD2FjWKBJgFfjSbjR7+xOWQx4O8c76ZyxIGAdEHmU3x5JGX35xMHOYXwhKthnAwEoYqIuPbl/Dokd8sJQEUQ2SQiyrm6rukq70Y35AjDB/+2I8rcEAWJQoCMMmYFcxJ3pg5waxgUrD7qZMZEOBFvXVFKET9DfDNgfp8c3BSm3zz7hQCJAOyyLOEJAO2DZ06L2BWoqAI1Se3aFNak29yafLNO+SbDNg2cqIk9O7mG4aAnWU9ZanyzQvvFr65sqdL1f2mfr58gTCs7mMtp5ZZavlGWRacFIpL3OSbG+Cb/7JjbwCAyGEucshIY2QIgQB4olCupJaZfefDexK9It4V74BvAkRBxFkWZdbhvqGDicIjj8+yB1wDDzP7mb18mnH3Qwd8xYECFMjmLG48qpVnuFFZhG+QJRLveuTxWSADO6kkbs4JVYAU4hEjYkT01dwGO4cOlgURkeGLnkac1OebsIJUDAcAACAASURBVAjfKCtCtN9/nm/E8gA1+ebdJAoLAiVOCNlMxODQqQsKQEJMgRipogghOO+jcJNvqtLkmyXyjWDe884BlAHbRo6VhFzBN6Kout/X9beqiwcrJAIBBwgDYAFiBmxbOt+sWPsXdvMCceqIiCpizXV0wLaRYxXRTKvu002+uWG+8YIgyhzNbYU5BlEvuPvxgx4gX3GlC+RLbOEeoQSGxJJGF1xUeAK2PTSaArWLU3gHfEMAQBRTAlJg+/BBB2SRmLIr1ZmG4FzwM8Ddu54GBOoBApcdRUMcVpEbvt6L8Y33wNbRJ+aA6VhRZIBPY5bBBWSMTOEUgVWCIhNsffTpEiOAGF7zCqUSpXwdvhFsGzuQKgAR9jV8Q02+eVfzjapCeW6urJBpN5UAg6On31IooosVBbmQFOOWaJNvqtLkm2XwTT4vSlbwTVk5X9xRfSd8s1ICRvWpF2BaNt+slFi+uCtrgJLItfhm0euYKDIFS+6e2eSbd2i/2bL/pWkx7vcKEjDEI532hIzSEFUVEVpSbHr82fOycFzW5fINA1YKtOJpSvEbD+9LBNAFbo/zXlseMUN4g3HX3gMZgtfyHFUUlUbxTYxcEWwZPTgBzBIpIiCREEARpLnjNhe5m7Y+frCkCBBBMIOWggilunwjMeeb0UM1fKOKWMM3hycVImjyzbtOWAWAKhioaDYlePjAy28IkqzESoo8QQYxFAhRm3yTS5NvlsY3SsjnRYIkxgGDI0dq+UZZavimzvpIbU6t1aCWasnOnQjwTrF96OyS7Tcr1P4l1zlXQm6HI3AFGlLFttGjKXK+yTOoiDb55p3wzUf3fuwyWZF2sfRPDEDJ8i1WMmJFAKYVg088/9ZVQPNO+AYagZiwTgPbnjhaioBckau3quIgCVwK+gFj04HjFRDBlzVGZI1an1LFLGHrnuMXGRnMiAIogoIF1XUyFQYzgmDnyPFyHqQd85LRiHEJfAPhWMM3cgXf1Ny+Tb55V4gRzOQ0e4aDvJnQjqfPvgE1Up+cqZAiC5pFYggvN+/26pEm3zRIls43qlrLN6nW5RudXyW5Yb6pY++56cqAxmgLOhyWzzcr1P6asb4KWpYxs67/TVTVgm9UfCIYHDlifEM8zzdY9EZq8s2VfGOOTkWmXVU276dNe05NCQhK6jzUAY7BFIJC4KIPFpJcBu4dOf66NoxvgjDIg1wquKAYfPK5MgFhPhElC1iFlVgDa0g58YhvCe594mjGsZoWjxrlX0yMGcbmkYOXFR6wzGbKEvNFbap6vkcGRfD9Y6fnFA5KiKwSmQQuYvYG+OZwDd9Alef5ZvfRJt+sdPuWKWnMZsvu3Ct/9PrbpRnxc8Bduw++DmXgzfPTr7z6hTffni0llMXA8BnPNPkmlybfvCO+0bCAb0TkXck3BGh49/KNwQgW9EhF3aSZNXyjVBZ2xjdZlW+EtMk3uGG+oXyeLjq8GB/u2HM0VVjOdQZlFpyXp78vgSMcgb0XbBs5eLlx9huCQklD6oG3BNuePu4BZFKTTsBKlbmqR28UoVlgcOQIR0EkMOBDo+LDCZwAm8eemgYqmilK4DnAp0oenrQiKAmmCVMeMylmd46emiYkIEIUaKAYkDaGb7jJN+8+IYgnfOrTX/7jL/9dAr0QMfjUyR+q+Ih/+e75g4dfmi2BAc/ESBizTb7Jpck3S+IbolCM4FGRASVg554jgXyhRKHIKVn1C1ntyoRoz6wK9ZFiVlLcM3x2nEEhN5QHYWUBgesXPVnxE7lBRQiIUWMQIVZiiNe4/ZH7PYtnCaJVfwtZBJv+XcjifBMVisxmkDeBTfuOkwIBC4abQu/Zc3Y2TztGFhBOgLDPHwE4fwT4/9l77y+5zutc80+ZO2MvzxUjCBAAgyRatq/t8brXd+wZX8uWKBJAIzID6AiAIIhEBCIRzMnKsmRFa2RbwVFWtiVbohIlJhBAA50qnPCFvfczP3xV1QFdIBpsqgnyvOtdWI3q6qpTp6rOec7+doiwrm/7yNy3stvziggaUB+FmrBuYK+jlXrS8bQZTOojjML6gQMFgmFSM/WhNZ9pbjTbwZrOHE1PbMAtQzuGIUPEmqQBjhoQP9Mabhk6PKEpHubFNM3LFPNTwEnafRCCEVJrnDFYMfCAASpqYJqS6gBvbuXAkWFJ80mks20dvpFOecQlrW79/UQxDAScEqEI3tBOyWp6+a3QLnIRLezm0Z2L4Mn3JUgUTta1d9fjz5+mrqweOvC80PDcu/vB50+eLqEkCiHLx6AIrS8dk9dnCrqQL2pWFylHVQF8kM7LF4AMDShq3sGa/r2nKr6Zs+Yav0mXiepj9AIOzjrWDOxqQpPWOMeyPWbKL/RU+jk5g4nUI9/IldPKip0fewkya3WQnMCK1rD7hd/a1+mp704J454TtWLrvsMV37Q1P3zzgYGj4zHF1kKEVo2hxZKUPGtAuk7oGdh+au5b2e15VTXxjVcmlLWDe0tQxYK34IkB6UwUUkwR52HEWDd4oEyvXetYmC++EYspfnMGCtQsQ4vJqeDqO063VHxzkerGNyYiIUg08EEMRAJoqydHK/jXHhqPn/LF/xUbYOqb2+pzYVmgnIC///HP9z39iWHjA/ce+Al85jPf+PRnv56H1qEspMcQ1Hx7sLxO5ZuFe12zO33kLHhMgRDVwCx945qpeX7FN69Dc+abVhJljN6gMF4YaW45+MjqwV3JawZ2rRnYtbZ/19r+XWv6dq4d2H9J+LatB1dv3bVicOed24/e1r/7zzZs7H/kk+9cc+iPtx7rGTh6V9+RNYP7b9myd/WWfeuHDq4dfLCnb/+sXvAXcoG+dfP2dVv3rhna3dN3/+337l83sHvLgcdW3LW1M4ix4ps58U3nuDPDK/uPTURESbEQn75aFnMo0GAqUGBNuHXw3lfnvpVd+QbDIhaCTfKNTOWbhDgdvomlm8E3NFP+zbzwjWksoWdgxyiUKFogBTr7YpOZVHxzkeq2PkWM6kSdmo/BgUr0oLSBcvr6dblwoyhbg8ba/y2xEpy6PMI4DMOWIx/+1xfkj/ue+JZj3/7DL50YjlAPpcc3iwlw0U2gGZphOTjMYaE1x2bBB21Ot5lhES0JBWjhSlBCVvHNPGmOfGPQXntqFeA4OFFzo8Y4jMMEpAkydaUmTNil4RHPWXilYMThYNTzs4w/u+/jz8FppR4ZVl6GYRgzzhqjzO4FfyEX6DNwFk5HXs2pGSN5O67TnvCcvkUV37xOvukZPN5Mp00NYurSjozeQcTMDCOKlbB6YPuZdp7EhW/la/ANM/lmajNNE+0YdR7OGusGDxTpr60xj3xDjA5W9+8cBw9YiXpMxTSRdMfplopvLlJd+CakqX+TBKPBeay9FDRj1UQXetmmsxkdR4K3HEY83/3JxKbdn15x35f6PvzC177ybVO80gx4yN30aE07nDPt5zeTQ3Ct+sVYWju4izYjpjQS3xjBweq+PRXfzF1z5BshtSLQGArnilqWp2WONAbZ2+TE93TgcWaXhmNrpcYbIUhE6tBz/zMvQdOQSNPCKGUTX6J5KoSZzQv/Qi7MRXuVrUg9URSJrWlvyRXfzAvfrBp4qN7aeVGgFb8JDsAgJXEHM+P2vvsmoHPevcCt7MY3sXXuCt4YM1YP7MnB6+RhcQZSpP54I7B26ECR4vhaF5u3/BuiBmNN384xowRThzozS8Xn6Vkiln72WsVvLlZd+KZUL+ZjbEZXDz5r5lnTiQOiQ3x6k63dRiuKLZRa2ZAthTQeXM3jJRRNIeYxivHIs3//5xuf2fjod7OmE5hwZUO9Q3PzueRGRAvUYQnp0rqbKgv3wroogoYcKVwox5wVkOdNyhGvIlYnuql8U+UXz11z5JvWZAYUCxAVc0omRCmjlKKutYieYowauh6A32wmlqFeSo5BdCa1ptqqwSMjYOlMgXqitU97s5/NdKFfxQU7LUNBlFi23i+LaOhUuGmr30nFN6+Lb97fd3gsIGCpq1I6iYrHQI2gBEsd7BLftHq9XHAVVbd3uMM3ThnVFt840dy0wIoU9J+SiTWVbzIECDIR1c0j33jo6d890ppaXwYpnUlumptOvUJIt1R8c5HqwjceDILPvK9HdSXU4WVPJITWpU3rk1C2EygXxOnZp8wB1hIrMSkwIw/mIs0aJ06zac9n/uZnCExkZQFNGFPJoGGSY4oIGttNp0rIIV/orMdz3UidSdCm8WrkpODAN4adxKi1im9et+bONwKpD32nDjZAq6dGe7pN66hostCfnwt18GWgiERVxeVQlPD+zQfP4EQCsVStO2pKA8tV86511wv9Qi7U7Uv3VJOfVixKX3T4pv21qfjmgvhG2kstM/xn/YfPRArM43M09axT8wU4kyAxxliE2DRW9m07d3540uvhm8I4K6wc2N2EQmTC4oTFGlJH62gDS5UBpq6A00bP4P4m0SBqbT7jN4qDlQO7h6EGmeWZFQ2ThmhTLW+fz3JoqjWk4puLVRe+cREVJHpTnwU3LPpcQe+zn163edf6zXvW9T6wvvfA2t7DazYfXr35aM+mY6t7Dy6QD63uPdSz+cGezQd6Nh/o6d23um//6r7963sfXDuwf3X/7ru27Lu7d9/qu/bfPPDwe3d98I67Hlmz4cg9W55d1/f4inse6tn8yPr+J9ZsemTDPQc23HNg/aaDa3sPr+k7vKr/8Ir+wyv6Dy/c65rdPQM7N/RvW7ep/713blm974Mr9zwzakCo+GaedFF8Y63ubyEGFyRKq4B6mtN+X+j1zTm4RFxrBRTBTcAHtj5yOuXkRwxcq3kJ0j1Os+Cv4gKtcXKDvbUK3/Ipd6j4Zl745s+Hjp5WciyzokYYN81MfSxG0THChPm6+pHohuFPB7f8AkII88U3RsB8rpwVVvTvakAe4xgyhowSOx6xMGJBYpEZp5RVA/s6fBOZt/oplBJWDO4+CWNQt7ym2YTFxDeZtS6vM6v45vWpa/8bVIg+mEk9hjH4Mfz+loMj2Eg7d/AsnIVhGIaTC+RTcGq2W16EX8KrcBrOREbgefguNJUGTMBpdBhe9G4EhtVGhBHhrDHcfsAT8PLCva5uftUYNepwCv498Ge7PzQCuXdlDEEmEt9ArPjmYjXn+qlupW5d+vjNUZ1DufceCCEAac5A+jeEkO6TftX5qxTYB4qimPGAnT887xOTWn9hIAGKAnqGjnXmoptN9mUWi+dwQKW3mDQt0ZWEVb0PjkJBaxEHMgQnnIZbBo+XBLyk5SZpZw+YaOor07P92MptR1ZsPbxi6NDKLYd7hg6vGjy0cuDBnu1HVvbv39B3sOfOvRv6Dt3Se/COIx/+XnlO/MbAUulo9+1kMm24M0/Kg3MOiwavTLjBg0+u7r1/3T0Dq/sPr+470vax1X3HVvcdX913/I7egysHjvxJ/5E7j33opxOlAzGiMBtunW9SQ7c8AzFONOl7+JPvG3rk1t7jGzYd2bBx991De24beHJ932PrNx9fu/HQuo0Pbug9cGffgbsHHhw49NTLE05AXQPLCJlBOe3xp/ONiINxWL35qKNdEwZmYgJojq0e2DccKRE0tLOqW4/VOWFc8urCN2LtbGJVcA45q9zadyBxXmLxqOLb7vY+Ts1Pf13u0t/V0qdLItERnUpI9IpCTNPl6z6O1f14DVcDiWdaeBZrEQrDNCJZaxlhSsPYdh/I+XsJc3GnofwMx3Y9sjdqxpqBXSWYiUiAJlKmi+0S1g498ErFN3PWm49vYmqzl4YLxJgyzWgf2phOKs65qX/b+UFVvffpEi39+Ws9ccU3laZqdr4JkPjGK2fg1oHjrs03CXFUVURUgkowjbV2RWEDmpC120TVoR6JIIIYE8JPJ8ozEIITCWbTPrHnzTbuyjeqEXVimsPzY74+JbviXKPkMAIvFlKCShnzXAuLUeeFb4i5R38+UXs1kpMO7hItz9KeMepCQywzzZES+9loyCEYPhsnNsVnihVxOjJN5RsNLb7pPezQNt9YxTeJb5TQ4psY1YqSOGKsHHgwHV07iBPafpPwjbT5plTNQhFxjvqYH6nhR+AV0XrIgxYiWalxTKhB3QsWLhW+CdZK9vDGhLK6f2cBqrHim3nSPPGNTVbeTPNcNyfP8/RDit+k0MvUH8qynPrfqTem2zuERBuPLuiJDUMj9jbhm67Hr0otzc43ESBDKY0RWDXw8Hn4RiUUsXTqA1GRdKhL3xchijos4gOqoPVQjsYixDxKkVK/L2xxsCvfQFBfy4t6CcOeEpxE1aZqUzVXzVXKjsmbzscS6uKgSfYqsUZ088Y3xSl0vGENR1TzuCZWR86U+BJfUJZkJQ1PPVAP1BsJvFxAU/+SaGms74XzjVV8M63/DZaKWoNoXhJHYdXgIW1dP7YQR9tzKhaWb0wj4okuzaktoQanfDmqZYZOIGfgZeMknAk0lBzGhBdyhtPlRCgvOb5xyrjQ03d/DqlwrMU32uGbfRXfzF3zxTfd5sLMXSnuwjkrTVmWpR8SvqQoTodsQghlWXbIhimhnc7heVpCQFut/87GN6sGj1Z883bV7HxjRodvRmFN/8OeQGjzDaaq0oIbp+JyV3cxi1YaXs2plKYO86J5jE1CRijN5xILITpCiM0ohZqzyZS2C8p/mpHuVmBqLhQjPjRKqBkl+JC1z1+d42T7LzUrXbOpUgsNqOFPE8diY0Rk5ujw9tzWLpvR7XMlmcXMEfLo1QfyHHVoo4whSAzig/goZZRCYhFDPu6oleqDqDgLZTrzyXn5poSxKXyjSjCt+GYa35wbvwkxIU4rW6pz4nzDNfv5IiZ6NkG8qVeNKejYu+uzfbs+deuGQ6vuOLJh82Pr+z60cuNHV2z85B1D++/o237bxoG1m7fevuvI4PFnX2pkntiNb9741zU3Jb5J61PT4zcCWcq/EfMV31ys3nx808mkMbMUzrn88ssvu+yyzh2uuuqq5cuXxxjT3fI8bzab6Q8B51xZlp0AT6Ic51y6pVN/a1MWs8wMQ5EW30QPRV7xzdtas/MNCmQYpTEG63ofjgTiVL6J0oYbFVcgrj1Oc2oftYAIqq10diI4s6bEKIVoqebanekvNL97Bt+k+E0sR2NsNiU2NC0Vu2nzw5MFETBfiDSgkWoerQHOq6R+JOded3bdjG6fK9EsuAzqUTAImGgZw8yWCum1ShovjhkSokQPiBLlPHzj23xzyBHTZgdixTcz829EjNIhI8aK/oMapeVOp+mF5hu1lFceTL1Y9FAY99y386xzDo0Ep0UevYMCvLaqPSKcymXwwOGmeOiaf/PGv665SWi92MCM/JuKb+ZF88Y386MUlTEz2otQzWbz3e9+9+LFiwHnXIzxXe9615VXXjk1igMMDw//zu/8zmWXXbZ48eLf+q3fuuqqq97xjncsWrTod3/3d3/913/9+uuvB7z3acVqaosRSwnIFd+YWcU3k+rCN0Lim0IZVzZsOh4JFqKmlhsWUzsyU2/qUtH11HFsAbzhUzQFvFEK3iaz1SY7LEx/O17z/ZqNbxQrUos/lz6loRHR1OzknGpHdZBBAYZKLIJpySxk0/YclcI1aANnKCaClmg6Cc1cOBDtcFVHUWz6eXdGfrEr0THo2fxgm2+04puZfCPMyC8mCp021u1P1Hn4plufp7l7FtJWJNgUviGIRWeWw4bevWl2W4zRNJooikvxffGEzEwKWHXnRkPReje+mb/tn5u78ZxAyl6NUIe1g7tLABURKIgBRSyWsHboQMU3c9c88U03zfkwOH1dqSzLpUuXXn311XmeL1++/Nprr73xxhuvvvrqG2+8ccmSJVddddWyZctSwAa4+uqrly5damZZli1btuyaa65Jj7Z48eIrrrjCzEIICXE6fNP60rb5JqSI/duAbyq9lrrwTQCaamTKhHLbPQ9FvIQo1rY6NW/t3qmT4JLmGBqmqCBikj5rQukkBiyCTAGIcw6Q3b4vSTP4Jos4F9CAxKCEdI+Qi7q0ui8S2l1iTcQgpt5NETBFvaWX3BVx5iyPFkhpJRZxXiQUqLZaHAbrJGG08jMU05TvESKlkzSKcMrjzeCbos03B0p8OvgEfMU3M/OLp8dvzkkTeQ290XzjLcXtWu9sIBZYDqt6d44EmuKNAupRRqEBmQAEJFcsh/X990dwzdolxDdd4jdW8c186E3GNx3yUNUY45IlS5YtWxZjXLp06ZIlS1Q1hLBo0aKlS5emBOT0LxBCuPrqq5ctW7Z06dJrrrlm8eLFy5YtS39+7bXXLlmyJN3Nez+1xYi1G3VUfFNpurrwjTO0IUqmjAu33/1QxEcforac+KbdGD60so6jELWz+EI0LGpZtg9W7ZBLaenzlG7uZAubzJlvXIrbiBJElTK1O3LF5FdWpluL6EOrsZMrCBmmZXt5OTHN9IWquSl9VZwoaqReuYKXzqqUdZCuvYURFRMMvKAGhvdTC6hem2+8uYpvuuUXjxirBg/Nlgl73uPzr4RvtPUlafFNZqwaeGjUyKBEPbmSG4Unz0wFjeocjBqrB/blgHGp8M3U+vCUf1O28m8qvpkXzZFv0sGwMymmMzhmxu5+7f1+ni1qp85472+66abf+I3fuPLKK6+77rp0u3PummuuWbZsWWKdEEJaqCqK4oYbbliyZEn6b4rupMe54oorli9fnsJC554YOvvBTEKKiEuEUMCa/odH05WsQCSKte/QytKMb5nDYqWZKgIOoqe5YsvBM4YiakWkUdqokZVlqZ7eO+5P18TimebQssYuDpUvxq11vnNtmfPxbGb92/eHIEgBRSMfFYsxYGgOa4cODBsFouI6fJPebGufOboeHy4VdeEbNNBKaTLMR+Ss8d4th1qDmVqrgkQN0cpoeclo0FHUIeqDpfEOKRRpZh4tiSZK0AQjRKJPecpRkXQCFiWksCURKUnTe9p9FGPIISMUBDCyEByhRFPimfoCqQn1Jj5Gbh18bFww9UQ1JbagNgbFCKkf+0vGim3HhLQ6O2XSDK1szgV8W7udHw1A08SMs8bqLXtyIMV1KFPBpZm4an74RepNxjeJTpxzKcSSwjM33HDDFVdc0Wg0rr/++ptuumnZsmWLFi2aSjOptGrx4sVXXnnljTfeuGzZssWLFy9atGj58uWLFi267rrr0lpVURSzXvum/VDxTaUpcgEP6slXDB06Yyim5oRCyIQiQlQ2btorhhMVohCFIATBCemeRcR3cbPyRTjt1XOtIc+EceO2wT0CrmyKlhGt+GZOfCMW00fXU1ca+DKdEZsSDfCRiEjqXqCYEgU1IYUAMWtVkEeVEDXd7GMIvjXQxtSLpZVGJBbQxAKRGIjgCBFIiTYocaKMoyXRuS58o+KNSMChxgvwgW2Hg6Wwaaj4Biq+mSe+6R6Xm5tol0FBq34qrS6lCqkO/aR/0/0TA3Ua56ScgrQs1fkTYHx8nOl5czP2Q8U3lSZlMS1WenMrBo+e0dTbJpbiIq6pDQdjJWs37RyPqWWfa7vMKXPy5MyY3cTKF+F6F0csh9PCe2/bmqasOJMcKr45P98oQZHJ5SlE8UrpaEJI0C7QFO9jgQYr0qIt3pzFAg1YyNQRNR0HyxhCm2B86cpUWqgegvgMomJlFBFTKSWMY8E8KkTIKVUCEVNKjVAIjZIoMo1vsHSSCqiU4Ak4IvwSbr73sAOLdKZ2VHxT8c0c+Mbax4LOhJ2L45jzqNPBT0RS5dSVV175zne+89lnn128ePHixYuvvvrqa6+9dvny5cuWLet0wbnxxhsXLVr0zne+8/LLL7/uuuuWLVt2xRVXXHfddSlZZ/ny5cuXL+90NJ7lKKaYiU8HvIpvKpkGA8NbWDH4UJtvVCCiE75WwFnH4IHHn58oxqFm003LdaSLqXwRHuniTKwBL5TcuevxcaERdMKHGkQNiW8yrOKb8/BN+0yZOrU6ITQb4wgmeHBEHxpITmxnd+GIOeYgligS1btmnkXITQVi9FhMGYquzLFIdKAhqoD3EUJrfUrBaHrvCEiUCVcaGYALUm9qbrBi6PEJBQuIYZPrUzk4nHkN8Dy8b/vhElRm4ZuFVcU3C6Q3Gd+k4E0nGJNygTs/X3nllTfccENKxLnyyisXLVo040gUY1y8ePGSJUsuv/zya6+99p3vfOfy5cvTo6Woz6yJz5BKV2byzeq+4xXfvE3VhW9cxJmUuIzwSr3YvPvwhu27bundtG7z/pZ7H1jX+8C63j3JGzY9M7s3frDyRXh1/+FZfVdvb8/GbWu2Hr19xyOnGuYhhzHVqXyzZnD/aa345oL4pgxNLDZGx7/8la9lxAIvmiOFy/nqP37bQ7Qcy47s2/mjH/9w3BSXmS8Mxkr3i1OnPQrRyvq+B4/84D9+CJrmLWTN+t/87Zd37zuoiqmrT5y4d7D3+9/5QSd+I8NnHn7g6Of+4esvlmVUBy4QfLBVW5+sGRARMyXgFW/B5+AT3xg/h5vvfbAkFeH5NuJUfFPxzRzqp4DJsqPJXnld+1LPTao6daRUgptrr7126dKlzz777Lvf/e5FixYBqaIqJR2HEDqN/pYtW3bllVeKyPLlyxcvXjw+Pn755ZffcMMNaZWq2Wx2q+1CUI0tvokB87lVfPM2Vpf1Ke8Ri4Es14aHRkw1HV1ddLVWvginMePnGmIOo8pE6jMksYilg6gheJvKNzlRYlnxzfnXp6BAfVabeOKZp7/54x8eePShT33yY0t+7deuv/H3Bu67/1TttFgdXzuw874Tp0b++uvf/c5Xvvh7N73zf/u1/+Pam96z5D2/9fzLL0LATTz0yJNnRyY0St/Ge5YvWXzdsuV79h74/n/+xLmAecge2LkdwZSJPP/KN7/GeO0TT37kWy+9erpVfBgCXpWVW56oGVggqgreXOIbp0QKXBTll3DztoPeIKDmE+JUfFPxzTzwjXWaRE33RSgdlMbr3AAAIABJREFUXFIjvssuuyxVfYcQnHOp3jslF6dVqs72pGrwVAcuIkuXLu389pprrrnqqquWLl3K9EL2im8qddfs+cWmQISmUo/RS0QiZpMdijsfjIhEJOC7uKh8Ee46xVebEQpwkGUF5qAwQsU3F5dfnDVO/D//83euW7roqQ/9xX/7kz/+53//3le//DU9W2sEdeApoPaDb3z1g489vnjZez7+5W8Tm5//5Ed+9NOfnCnd8Y98xIPLx/ETh489eujwQ08/+dTO7feGIscwKAN5XkIYG3nx0WOHnnr06aXXvnPpjTcuuWkpJ8988eOf+/jXv/XlV17JNHX5iyJyy8CjYxEVRxAVAt4IxBBTHXURTPQl5dat+0XB0WpDVfFNxTdvKr5JgZbOVClA25PAgeuuu67Tufjaa6+95pprOqtXnQkMaTXqmmuuufrqq0UkDbHS9sCHc1mq4ptKs2n2+nAMiEV5EiYIWfsEG9qHmXQw7Zx2U8+8WT17H6nKr+FuheNSCz5PI7sseLSJH49+rMM3TbTimwuvD8fOQv0Ln/3ED3/23M/ODH/1O9/94me/VLwy5uGnJ55v6GiWn3jfH/3e08cf/YuPfelP1m77zNMPHX9w78unTy79nd/7xN98Obf4nW/+4/VX/u+XX7Xk6Wc+VBufeOz4Q2WzgZoP9vf/9I3x8dr3vvuNZdf+13ddd+0jRx/99rd+8LMXXzz2zPE1N/3W8suW3HLf7i+fOunANWtGVNX39x4f8cRQ4KPKZP2URoOCLBD1hLBqaL8KlFbxTUtvc76REDGiIHDH5q0Oyla8t8vxJS3Spl70YlGs1Zg1HcwVVMWVGCbojB5iF+JuR7ZuF27pt0Kr0Zdc2P3PtQ8Ek4hGzDmMAt57x7214FNvewlRfesVRg2X/HGw0nllNCFDvYM/vL3/JagD0ZkVZoVaEfEO74glMW8Vh8/qOX8DKs/RKigSU4s4EzX1SqbUlbFx8prPMArj5sFtr8I4Pko28wJsstPiJa7ufGNT+EaREeV9Q4faBNBCPGJASrT4j3//yhXv+C+PHH/85vdvuHXVxo1b7r9jaNN/vf4d11zzf/33P/zzf/jnr/zgh//4yb969Gc//rcPPfnhL3/+G7sO7e7ftuVjn/r8D18682ppOcQyK1994bff8ztbt/Rnxctrb/u/ly5/x7LrF11z7ZX379z77e/9ExZOP//izf/r5mc+/PGvfONb77351o986KPlf5741lf+9Rdnx05EnWhdOziItw3sK1L7ZVPQGLV0Ku2R8qFoGhSw6u5BA7ScMdzjzSsDVM07GBbWbd3rAG3zjWjFN69PRozqgwncu/vB8ZJaoKld22glp9lmefvfHHJPhFxpii+xFCguu1+9dnO3fIVu6+45ZEZDtB6lHqUhmhn53B8/poeCEgx8sNGC3v3P1oIvK755+8lQc86cOLhtz+M/anKmBMUJZSQXGkJNGVVGlBHlrHUxlefV2vb0/TwujAvjkVFhVBgxRrARYiOtXgknz9odu469EBlLUdspfGNT2vIu9OfudWte+EZyGLXYCE4//Vdfrmf85Rf+5nNf+9JpN/yZv/rniTEnWsLEhz744A1Lr/79d//eTUt+75/+7V+uv+ldv/37f/hfLluy+Lf/4PkzZyyU//qFz2zfuvO73/7OP/3j3z/51PHhs7+oZ2Of/OQXvEMo8troVz/3xa29W5/64Ef/5fvfH7rvvpdffOnQ7VufOfbUqawcgxqUqq7MvWuuGdjzSjPWjBJGXTEWpQGjxohvDRUp4KUmd+16uITShYpvWnqb801r4QayUtbfubn/3j139G0f2LH/joFHZvX6gQPr+vev7du3uu+Bnt69Pf0PrB7Yt3pg3907nvx/12y9c8exnv4967ceWDO4f3X/gVW9B3r6H5iT1wzun9XpWc71ui0H1w4dmHrPtUMH1m052O3+3R7/lv4dK+49uOLeQ6sHd20aum9T35YdBx790/XbJrwrMDUkRAut+I9YrPjmra1OSHKsyW3bH9104MM9d+3o37ztroF9d/Xvv2Ng/20D+9YPHFg7sH/NwMGewYOrhvbP7oGHK8+nh6bu6gdWDT2wasveVVv29gzu7xk82DN4aNXgoVVDB1dseWDF1p0rtu1Y2ztw+51D99y5c2j7w/fseviXOQ3AqPimwzdmop0wtkSk1NAUP/w//uA9v/nu91x22bJF1/7mX37hb3Yc2nuqOHNo39PNWpo9Mn7s4NalV/yf112+9KZF/+2xjz411qx/59/+8xvf/3Ga0tpsjL/wvW8dP/rE+OiYlDzx6CdgwuvEB5/9ogmGC3njuW//25F9R5ou/v13vvOlr375qScfH/v3X/7L3/3z6dy96kMdBEAh9PQe3rznqVvuvn/D1v3rtz644f4n/ujOg+v2fPKWzbvXDexeu3nb++/cun7X47dsOXrS4Zg5nPXNq4pv3lCZmXMh9SRo5CFCoeTSNVjShEa7t8eYMQ7jMAYvF2w99uyrkWHlhIvjcEYZZc4e1ovxaeFU5FTktLRu6dYno9sjnIIT8IpxylOq5nnTp5cZfG4qirZWGxRUkYpv3trygVCUiEZ4qcbpwFgORi7kQm7k1vo6ZJDNPU5ZeX6d3pFO+8QGyebADBMKz7CnBpkS3STftMo22+eMS15z55s07ag1qUmixUJ8I5YjX/rrv/rnf/yXT3zicz/40S8PP/7kRz//6ZP52b944hMTwxOxqBW1V/7u8x/Jzw5/9tlP/t0nvnLo6Ueu/62brn/Xb/7GVddcfv0Nex86+rWv/u2Pv/Wvjz5y/MUXnztzQj/49JeK+HzmX/noh/82zyh8468/86kffP1bD+49MFrP9hw7cnrszOc++ylq8Uuf/dKJemMUSvBBVByEHF6t+9O5G1dG4acZg49/7jsTnBXqhoM6nIWfN2nA2Ylmp07lza6Kb95QdXaQ2rRV7W7JUOm3sTU8cDJ/sglrerc2oIQmccGPd93qdbvdP0DTyFM0mwwdj5aPi9RjSPEbSwPgTJhe+L7Qb2ClN0SCgsMahW80lAkltwhOYimxVAkqYUqKOpPDMGd4oZNT3mruJBSnIaZWJqs4laDRJCJiUSWqi1Y6LVUjRh5jDTlV1nPzpNlJU7/Hr3meuFQ0T3xTNoc/8sEnNMoHP/TxRqnf/uFz3/jPH2TII0cfGx8+S8yJE1//yhcmTpz4xGMf/rtPfPn50VMF8r1/+/53v/+DdJhtZhNIeOTRffXmC3/50S9NjAIvRl7++Mc/77y5mGHRGsXxQ8c23H33KxPDkeh9nfHyS1/8u7POj6j69Co0iGTORx+dEUsrS5iAu/c/+dMSDyFqenljgXo6gIei4puW3uZ8E8V8EAMxTUUEBkHia5cytO+dXCqbBvfmvsVGMcYWDc1RqnPzfD0+GkxT4VggjuPPiDXrGjPTsvUhNNQqvnmbqF7UIIMJaEaiwyJeqbc/MdNPuvG8BRKV3wjPUkfQyiNJv5cWpAbMq5ROC0dwBCEEn01t0MXUR73UNU/rUy//8kcnX/nl//wff3j84cc/9qnP3t7Xf7pZnzD/0NFjjfqY+No/fvXz//7Nf0DiFz/++Xcves8JVy+x537y4x/9+LmC4NJbE/xDx+//iw89+IXP/X8YefjF8y9/c3DLkKFGlKIgcnjfg6dGz5bEXBv/8R/f/M1rlq1Ysernw8PNlE3svC/q4NJ5Rb1zrhAoYduhv/j5OAC+iRZYdEoEokOaM4aHT/GbTEbFN2+gOgdnMY3Rp89ElLL7YWVa4MMolVIoPPTfu8tDajpploHD3oSRmi42F6MP6T22AisE6lCk4cR09oCYScU3b3lFUDw0VJtmYmAoFK1fTzmFpq9Qt/lr7SrDmdZU7VN5rj63h2grbyaCtr6jU0LRrestVNCCkMeyjUYV35wvv7g5PgzBlbnzMcCEDyXUUSOG2IQiy4bBEWOsBwI1GPc5qKhrhmZOWbgmUWJsmhW+dM1mnq6m01cpSIkqZcRrhDPFmCcTqREpXcihZiZATEsFRRFLxXupG1nETcRy6OCRVwrMDPXEDIsRPKgEYqPim5YqvpHWZ9tUI0QVB/H8106dq9ZkBzmsvet+BxG8tO83f9e1XQd46uu9c7KaS6QTgRjE+QgNcBXfvC0VwQfDPBbTcVINQ1MMIBJja/2pc3zp1pCg8vx6hjrnrQJCC3UmD/maFtGjax2NvGAp9tbhI6DiG6bzjRZY8HnDNPoYUhLCqHM5NF1dcE7GIYuxqd4RwDOe0mV8CTESGtKM6mKeY0TX2rPBYUozcwYulKjiVYqQxzLHRQq1GtGcaMpQNpCiwELURtlu3lhgdbEM+vY9+tMx8mAAltrg0I61lxXftPQ255v5Ugl39x4TMHwLMlqXvJUqVapU6VeiOfJNZ4zgDKtGUSeaizXFmqJ5lDJGTySUlKoZMSM4NHNlel6kdRHQOgVrQINKUHFiTbFapBatGdV5C62gucdClFhKLESyqA0kojLtklQFiVjqcRSMYMGr0rv3oR8VzGjSmC7Ug3U/77TSts5xt/y5rlZMY/TSniEay7TzW9vQuvptT/ayVn+2c/oNVnxzSajim0qVKlVaYM0f36h5tULJEt+IOpFAISgQnRYe580FX6qT3EsRtAhaRimjlDEkt/tcBhWn4kSCiIhIjMSIF7ziTJwFhysonahX82oJB9LPTlJ4PVhqhRYdxu6HnvpxhsUCKVFn6kydmhMtoxRYmNXzleaOL2kPZYlSYoKAt4pv3pqq+KZSpUqVFlhz5JtuK/lm1gIMMiVTc2peRIgOQojN3E14aYZYYODQgAnTV4TMRH3pfBl8Kb5QV6orpXSh9K7VKDagEY0mIiJB1J0nRUEJgjNKLKrR/8Cx5/JZTvKvcb6fp3wJjOiDSEi50hAwhxTTduCUsdMV31zaqvimUqVKlRZY88g3JoY3SqNUc6pRVSMM12sOc1hT4nizDIYYZQxOvbfgLQS8N+et9FY2NWtq3pTYEGuI1TXWLa9bFiQGiUG8U++0LK1Idlo6Lb25jtMtEQqoowU4ZbRgz7N//Y2JVi1JYe1e9u0+befpU9/FYU727dqWJpRQD3kRM5jkm9bbUfHNW0MV31SqVKnSAmue+AYANULim9QmR5XTyt27Hrxn14Ge3q3rBnfcseWBO4YO9Gx64NaBYysGj64YPLpy6NjKLUdXbjm6csvhFUOHNgweWT94bP3Ao+v7n1g38MS6wUfXDB1bs+VIz8DRVYPJR1YMHVkxdOTWLUdu3dL6eRbfs2P1lj23Dt57x44Hejbv6DvwF+9Zvf1P9398fd/j6/oeX9v72Nrex9b0Pbam77HVA4+vHng8/XyuVw4dn92tbb5Qr+rbvW7Lwdt3HL/tvqOvFDRa6c9RTM/lGxOt+ObSVsU3lSpVqrTAmj++6SxRGd5I3Sx5Sbnjgcd/NiGjRh1GImciZ5XTkdORYeGMtm0MK8OR4chwaN3hdOSkcFI5I5wRhoVh4ZRySjlpnGxPE5t8kPagsTHllDAMrxT6SoNhZfDpv/mnrDWMbGTKoLfTcBrO2OzubMbr9MnIOPx4lLt2PzEcqUNDKQhRJSFO6+1QM1GNUvHNpa2KbypVqlRpgTXn+vAu6SU2yTcp+SbxzavK6qEDWbtxRq6t4cdRaHeExqachmNrJLN6oiM6NK0odZSerpO329kAnczNxSDCRJAcMtMIJby/b+/PweMdwRPbjx8LQo5PfRzO9Xyl35SQw3ig5+77Smv1U5GyXvHNW1MV31SqVKnSAmu++KaVgyNqrpN8o8KwZ+2mHRHK0mMxNUd1lqlGI7SzWaZM7rGAOWjCROoG3h6H02rE2goOEVL/RiaJqmVLecjBQfBShwyXB6c7jz7xk6YRSqJDfCpHN/UqTmI5ZYDQNFt7dtw59nMyFIVrGtxz1xCCH89wOX6i4pu3piq+qVSpUqUFVje+MT+db2xEed/Q4fOfL22K0rS1EeW2vv0OIGAQMpggJkQoIU52CzSm9ome4cn5phpNo6lvuc0BljqpthXADLE6hjOpY3fv+fRzGZEyYkETO7hAFgnRZva9nuzm2GV7umUda0vtuSzt9jeUEiOjwvqtOzN1MI6cIpxq78AO5LVa4rSq7qdmcKf9XPHNJaGKbypVqlRpgTV/fHMu3KjqWWPdwN4ShIChIYeGihMt1XwiEphZiHWudFKx3WvHq3Xlm2gYiNUwnIU6snHPp57LUEptzz4WnJApQW0WsmkteHWTMKunbOd0vtGQG6eMFVt3juIjTWE86kR7YEgrbwkLaYZIxTeXtiq+qVSpUqUF1jzxTTccOQVrB3dmEPAGITijlEjq2pfuM/VPIvZaloh06q678k0rKWcUw1vZwG3c8/HncqBEzSImmDqzDAvIOVgzmccz+2Z0C+u0FubOQRwj1OAleN+9u06jOd5ROgsV37w1VfFNpUqVKi2w5o1vpONWiEWjanwV7dmyowElXsAHUYIXJLZWcNqNc1ppNN14YkpTYQlIICR3AjntZ9QOJwHKWVBP3qDcuPdjP8nBysnVJXVohgZkks/O3T1z8ozN6CxUQd6AE3DLtr1nlRKiEAIV37w1VfFNpUqVKi2w5ptvpsKNSJiVb1xMZINZSrqZTDGeL75pZezaWUyj5Rnlpj3zyzcyq6e8/GmIQ8y8MqKs27KvkUq/HFYgLZRppUibehM1qfjmElfFN5UqVaq0wJovvpmKGuZFXfIpWDOwpwmBYOC9V3MxtHioDTeT7pbu0m19qivftDZrFCNameE27fn4TzO6rU/NzKOZnBnRJR+oVcN1jmfdGAXfjIFxYcPQviyCQKlkFsWiSlQnWoqWKk6jaLSKby5tVXxTqVKlSguseeKbqXAzlW+GhbV9BwoIRBRxJZpJiEqmVhh+soQKzLrXK01Kp1JRN76xdC+poUQNGdK761M/bXbNL26XZcVzEoa7bc/s9eTdtgcpCuO00rN1z4SiiIVSfaj45q2pim8qVapUaYH1BvBNB25E3ZnAhs2HC0VVEdTlaB3vxWpidSUzUhVVu85IbHZPnpnnxDd1BBHJsN5dn/5ps2t9eIdvZlJOt+25UL6J7XBSWYdX4OZ7d55BCpwnd5QV37w1VfFNpUqVKi2w5olvnAsZnDB+IZyFGpwoGYFv5bzv/g+/GBmFE7mfgBeFk/DLJhk0pAkFquYxJXYvxz5nOaxznnaq+Ejd4aAecg9j9XA2kkHNOFFjJPJywa5nv/adYRow4agpZ+AXyi+NMWiqzSjm6tRzzXV7GuCV4HPQpjGiZFAPnMgZg+ca3P7gUy/CCU894gUPr2achXHIKX0cV7ynaz5QxTeXhiq+qVSpUqUF1nz1vzHGXLh739O3P/DQ6q3392zctm7o3rvuf2jNgU/8wYYd9+x9eE3v1qHde28b2nZr79Da+/c98PRnXqkXTc1EGoSUAUOwOfOEWQGIUQQ85ObH8vLhpz62un/LhsH7bhvYcffW/ffce7h3zxP/feXgnXueWXnb1r6tD2zccv//Wn/3ut0PbT767FnFQ4wxxigiM6hirttTNwQgBom7Dz92530HV949ePfAljsHH73lzgNrtz/5p/fsv7n38N33Pb5j9zN33r7rjnu29u48snH/Iy8X3hOhUHyo+OZSV8U3lSpVqrTAmie+8c1mPfiNux/5eTPUoSk4mIi8FKhBHcaaTYFaURRwxrFq4EANPNGsQAQFQ7rn83bjCZFMxMwoPM7Eo5mxftO2cWjCuFcPDd8aelUznBAUb4wETsKaHQdHgvrovPchhBTFmbp75ro9ZYv2gvOxb+eBVwtyCNCI1OGMuBqcpSjRiWYDI8LJpt2241ANMnUhNkXLWPHNpa6KbypVqlRpgTVf8RtRgZ7Nu8YhR4sQI74wJmKccHlr/oA602iQB7t5494meDSGPKXTmCHdj//d16eCGRJRIQ+FR3NYs2lnDUpoRhVQLIgXtOEy71HVqKEmMg7v2zhUAhZCCJ34zYXtOJ3VEUJwRV73ams2b6unyZpl4UQDklFkNB2FIy/LHCNAA96/cXsdMhXMh1gUIVZ8c2mr4ptKlSpVWmDNF984EVi16f4G5OYhik5YWnSiBAcFWiI+Bodxy6aDY5FGdJhPfKOKELtt5nn4RqOYByNoUYv5mLCqb2/DxIGTqBrbwzsLo/A+lWuFWvBnjXVbdzsom7UUuZkdKWbX7HyjRp7VIEZYN7hzrDX8PGogeDNwWhpRVVFijreQw5rBvWNGEdP7Eaau082yIyq+efOr4ptKlSpVWmDNG98QYfXmvXVoSAZB4hnDIyUE8RkEzEssTT3EdVsez8CnLWhPyL4IvolSaBR8aqLnCuKIsWrwSGoxA4pJ6h8YtIi4tHgUpUh8sHbLntzo9LmZ9oxmM9aqZu642SzSGpM5UYYVm7aPKB4sFiHUIIOmah0ySHPOoxBqxvqt+4cd3sBUxemUZbFZdkTFN29+VXxTqVKlSgus+eKbgIPVfftHocBBgDE1hyhG6rcXVaIGI4aYr+x9uKaUoBJiXrb5JnTbzG58Y2ksuUD0kDv0jPKBgaOKqapGQc05F0wLpMCKEEWdmC/hpNAztLepxKjnksRrxXK6DBC3iHos5MaGrftPeyJghfcTUIrLMZUQY4xRJUhU8hzu2P5gHcqAhRh8aVX+zaWuim8qVapUaYE1X/2LAw7WDh4eAYeGmMOEaI6AYFAKASI4LQW3svfhuqX4jZoLKKqah2a3zezGNy5mxICALy02HHpK+MDg8eA8BhEMiXjIod66QSMhhzOwcnBvDhJnp5mL4BsNOeZUnIO1Qw+MGhEITXAQzas5EKJHIICR5bBy8/0ZuACGeueCr/jm0lbFN5UqVaq0wJqv+I3ioaf/gREoQA2hCDp5j3S2Tm3rxPSWwePjaca3RSBaepCu8ZuOWstS7XENqDczabFIEDij/Pm2ozPbELcdDJGg4pwyoazu31mQhn5HM5nlyc6/MdMKqtJNUQBFiLf0Hx4FNcxkRn/nzthzIhHW9+2tKUHBC6XiiCqdFn/T9nPFN5eEKr6pVKlSpQXWG8037YEGSYq1+ebY/PON+dfkmwiq0dQHqBlrBnaVkMaCtudhzUEXxzcduDECah7WDOwZB28QAl4IFd9c4qr4plKlSpUWWG8w35hoy22+Sb5l8Ni4TOEbXi/fqOqF8I2AmWAhQJ03lm8+0HdoFETPxzemsYSegR1pv5k6xKMV31ziqvimUqVKlRZYbzDfaBSNYtKaddD52yl8E3h9fKOqLb5R1+Eb66KpfDMtfmPeCO0y7wvVrHwTsXP5Riwmp8meyYZGKzNYMbT9DOSoWmHqzKTim0tbFd9UqlSp0gLrV8I3GqU9R7sTvzkyhW+0xTfmX3N7Z+WbCCKClK/JNxFEgqn3Nj3/psU3cU6IMwvfaEh8EwkdvlGdhWySE9/cOnhvxTdvKVV8U6lSpUoLrF9h/EZVp+QXHxlPCzmTfKMXwzcWEt/EGBPfDAt/vu2odghiumfkF/f03V+ASFBrNaSZgjivfTLqxjcmLb4ZafNNZ4MjJtCxSihgVf99I5BjKiXRmVTrU5e4Kr6pVKlSpQXWryr/JimqJN8ydLjNNy51+zUUK8+/sZyXbywWr8k3nfziTvymbMVvEt+EOSHO+fnm5t4HRyDK+fgGUQer+3ePGU7Be1zEV3xziavim0qVKlVaYP1K6qcS34i04CZIPIdv7PXwTbBpfPO+e49145uu+cW/Kr6ZCjcCBCKs690zIbgILlIIZcU3l7gqvqlUqVKlBVY3vtEwnW9kRHnf0CEhCiozT5MaKHNYs+WJ5zJegRfgJJzy/BJehBfhJXgZXoFX4VV4770PvWw0oJQCCigUH+d+/A94MY8pgneWwTDcuv3+HJpG3RiHUeMMDMNJOKGMKHU4Cd9zvHfXB0egCN6F3MdCzLdBCGud3GfXtBqoKdYoqXNfLqzf+dSPGtQNK5hg0rUpzuCFht594PircBrOeG+AeK/iVYJph06SRIEiqhRwOrJmy6GSVK5V8c2bSRXfVKpUqdICax74RiEaRWncPvTw7bue+aM7+27ZOnD79p0b+veu6j2wqvdAz+YDPZsPrG577aYDfQ99+CdjrmlEdVBAGTW8dvbNLJsfxLwFn0qwMuWFptt89OE7+wbu6B+8vX/Lhv5t6/rvXd2/o2dgZ8/Azg337rt7287b+7f82V1bV+555uYdj59yqJQu5EHK1883oPiAUCu4bddj63c/sequbVv7t6276+l1dz29/u5nOt5wz7Mb7nl21R39vXsOrRna8Xzmx6GEGL2UzQQ3Hb7pPG/FN5eGKr6pVKlSpQXWHPkmEiIW2337zMwIhhc3hlEvqRunvWaQQ6OYkkibwEFbPpFZSRqnmeZ7RwE3980POIiYJr7JhQb8tJ6nJ43gwUEJeRrRIK0RDQ3lpHDacBCzsz4WiW/axU2vwTdd508RXXMCX0YYNk4ERgrBtCQ6ZKo96lEPBZzMfAPOOh+wZmMMKxLctNanJovPK765RFTxTaVKlSotsObMNzKdb8TwRo41xHmUIpAHLcWV3jEl/6ZVGR2VIAQR8MF86RBPKE1UWuPE5yYxrxpBfRlMGW+W48IErZELqlGx2Gad9IPFgpiXvhj3lFAUGeVIlFLUqfkL7vKnXRzBYa6eZ3UYjpSA+UitY6HecVQpRBLlZCEYMeQT+Fqn0Gwyuccqvrl0VPFNpUqVKi2w5sw31sq/NZQUvMmNJpZpWaKoACqxwLR13rWWaUdFSHOpomCKtqIkosTznXi7SVVC5wwiUEKZXti0NOFOsrBiDs2IZbo/FtHmZGfh18c3pS+wEjKIBTQ0xahcogxspo0QxBtkzot18KjZgpJO8nI7Qbrim0tDFd9UqlSp0gLr9fKNN5pGTSRTcRgmioVnocuUAAAgAElEQVTgMwx1VuI8LuDTXCXp5KkYqS9O9AHQdg5tt758XbdfRaNgmFlUCVGdqEBrIMPMyEpUVSwSc/M5qAseFC2x0La0zur/P3vvGSXXeZ3pzt+71l1z58dds+bembF9RRIEOlWu6uoAkJRkSx5ZyQqWxIBEAgyiSAqp0QAlZhBMCARFUZLlIHssj5VtybLGku2RJQfZsmRrrGSJAUTqWFUnfGHv/d4fu+p0odEFoskCupt93rUXcOr0Od8JXV3nqZ0+fSot8nwEEDbOTALGULNvofcNlkhNELdbq2KrKfIWcETBgnCT8s2KUco3qVKlSrXEWiTfJJm0xCDxLBGjxpgyMA5Ewlq9DHiB9pshtWbfXmmaZ5JWao4A1mo2jls03xCzdQoi+hTXiSB0h+a+yjpMYEe63lkIA7COWkP7Ob4Rekm+6SSvT31EgPE2GdwliUeJN0vNuJBBRAIBe3jPDOK2+zCvwD3lm5WhlG9SpUqVaonVHb6ZiDWNly2BjQsFHDnv0BaTorYcXCceMIyQETKo2eXOwNcXzTcMUHPmBwEAFvZoVXixQATMLNwErZBAADMAxMYlacjNM3vFfOMIzCw+oLimbqM4tp5iapudoZ1YrBgGiQAM7yCAZXIaNzsHbkCc8s3K0ErnGxFYI0k4WR2RIhD4Be08+fapLaHJ2QH0ZqP4Nu/wUr/RUqW6mOrAN+zJEBv4ANOCKY9gFrh+7HF9lHrAQCuXmOABd25mSWqvxJKKM2IwQVpJS3UgghAQMM543Lrv0EwEJjh4FguOwBARA9y48/GUb5ZMK51vCGBQAi4CT+IjZ9v7cJ/Vk1u4g/nULoktfP+99yLkXUQ+9i4StgATUco3qVaFOvlvqPWURQjMEgUNxsYdj4IJ4hjWI/ZoMOrALDDdqr9OrTsmCBkBI2BuMDfAATiAhBGIxALOCQLg/XsPkgA+5ZtlphXPNxS0vsMY5+rJcscdlvoLQWoLmrrbHUcCxxLpL1EQp3yTalWoE99YUCwsgDhQA94YwcY7H4EHtOxJ9AueAzuwXWwcJ9X51eQSZubmBF7qz/EAcSw+MM7GwPa77hZAoiDlm+Wllc43YA8iTW0jxxCACOQ69kVgWtjmzUeS2kUy4QXNCXug7p0BYmYGAQ4wyQfNUr/PUqW6mOrsv5HWhExRXLPehcCW8aPEcIJYp1QAx2CnruvmmtS6aWFrIW59e46BiEgAA9SBrbvuNwB7SvlmeWml8420gtCzhLAZigbLnBsntWVltoMFBgaIgYZ+iBDiyCPNv0m1StSBbwhoCKaAGeaATQw8Z/COnQcajFmd1AmYBKaBWaDBzZepdcvOAGeACWCitWYKmAZeNJgmhMAJg3+tYdu9x6aBMM2/WW5a6XxTB2aA70+7zfcevvnhp6/f++CW3Xdv3bV30/jBBW3L3g6251hql8I63P879xy4bcdDt40fumnXY8/PwAIQSOhSvkm1KtSRb3wETAGT5GNQCP7X2eD2I7+5feeBm3Ye2Lr7wObdBzbvPrh118Gbdh7cvuPgjbsfSa2LtmXPI1v2PLJ110G1G3cdvGn3IzftfmTr3gO37nvw5j0fuuGDd9/56Ce3fPjIcQODlG+WmVY83wjVgeOEWw889S81nBDMABFwUha2M50MqV0S63D/6x4zjGcbGD/0u1OCgEHOQ9L4VKrVoQ58I66mE15GRMTGswmAn0RwaAanGkCjFTpxS+2dffVZ3IpJxW3uZw9MEyLAMOqMKeCFGDEQu0bKN8tLK51vIA7AmYbbePu4ZhrHcQwXWdgFjeA72NKnpqwG83ALWgQEwHGPG3bfNwXEgEgEM5HyTapVoY75Nw042+z6S843ZkNLAQBiIdYsHO2C0+pnnFr3TajVyMI1F0h/ZxwJuOY5BiyFwEzKN8tLK55v2HpgUnDbvkdiAYTYRgBrRh6DhK2whRALCOiYX7zUBUTL3ficJlfNmf0WN46293LwiekacXEMOk3YsuuhGHDOgOG9bc7cm/y6X/qDIVWqlScPAEac5pxRBGzbc+BFAHCAYzGeIudDTxFxTBwTm+Y8lHCAFziduYlTdVWtNorzjcWwGP1FeIqdM84Za2PrDeBBIRgEhMBNe4889zLeECnfdEWvAr6xwKTgln0HY4GwV74xC/GNB1ptMc+1pQaIZcIri7VFHld7h7Z3xGk2jE/5JtUqVme+abKLp9j5SKfXTuCmORVl+3M3VVd1gXzjvW0izjl8c+PY4ZRvlkwrnm/EWeAMYfveAyHN8U0MWIBByWwm6stta899li0aDzoVOq8Q69zncGHrNM5i75vSpLBPrMmX3iR8YwDvbco3qVaPOvMNRISIfEtERERNb03LmpNlwl+sPjCrVfPuc5sZFsNiiQ2R8956b733jmzCNx6S8s0Sa8XzDZwBTnlsG3soYAh77yKAI1mAbywjmWduni0+j2Th/sirzRZ73yCtFkR645vBQU74ZuvuAynfpFpt6sQ3+ueifysa0NVlnR2T2atJa47upeaBV5uSOzzPWl4cqy+ppZRvlpdeBXwTA6c8btzzYMBg9t5F0s43mg+W8s2y5xsDPsNtfCMgcinfpFoNOj/fLPAXk/LNJRItbBqoar6UVjgLnl3CN044SPlmafWq4Zubxh4KAICdjxiU5N8kfKP5N2l86uXFlboWn0oKEhLTNSnfpFrFOg/fdPjDO0vJOEtBAKtTCeuooEbim3xDKd8sA70K+CYCThBuHD8QAQL2FDPUSwgBN+NTYGn6D7qTX6xzkaxcW6r8Yt3tbLLUKXRsO98QuZRvUq0edeQbfXieI2bu9KNUl0RJ+fi8tZTwjWVK+WaJ9ergm5OMm/Y9HLf4xsF35Jtu1Ycv7AZaOdapDVAn6xLf6O0+OzLIlPJNqtWtznxDbY/SOVO+mTdIijuXUAvADWQ+3zSArXsOpXyzZHoV8I0AJz02jx/2cNAmN9TMw5OWe0ZE267QuX7GlycA1lrvPYCkuiE5J2stWh83zTpDEWaO4xhAGIZExMy6nPxURIgIrS9nOqD33jmXLEdRpBvoGmZ2rlkUqkfUH+kJ6OGISEdOPhP1ErQWQ4fV3XVAAMYYAHos3TG5ivY7kAx14erkbgcZCz/B2D72cNRsBCiQdH6GVKtCBDjfAHnEBHHEuG3XvdMMsBE2AkfwFhyDA0gD0iGNMLUlNgPv4SyFcRwSwwCbd9z9ImFBHj2fUr7pilK+eXlKgMAYo8vW2iiKFC+UCYxpTi8Qx7HiiIgoeagULxQmzh0NADPrUNZaItItE+BQfFEK0ZGdc2hx1ezsrI6jAyYQ02g0cDaB6V66PRHpj8Iw1Jd6lAXhBinfpErVDREgiEFeH1SWcdf4wRrmvJWCJJcQdpG+5tQumRmOBA7NpouIgRvHPvyCpHyzREr55uVJIUZaXhYARKSgkM/nq9Vq8m5WwhgcHBwdHUULJqIoCsNQRJLCQu99vV6/+uqr8/k8MyteKLugzaPjnFPKUUxRQgrDUKFEfTkKSYODg8ViUTeYnp5Gi13K5XImk/Hej46OJhvo9vl8Xg8Xx3HiakLLA9Su5O4v9r6dl294grF97JEIAng4pHyTapUo9gIYCMMC4kInt+45cNK38u/14dkWoVps3WJql8a03zR8DBcZFzcEN9/zwEmkfLNEWm18080DO6cLxphkGcDAwEBfXx8AEanVagCYuVAoZDIZ9ZGoH6XdT+O913d/qVRas2bNvEPoj5SBEl4ZHR3t7+/P5/N9fX3ZbHbDhg0DAwPFYlF3DIJgeHi4t7c3OQQR5XK5XC5XLBYVZfr7+zOZTLFYLBaLzrlcLletVhWhkhNI4mgLws3LUCfuAdmz+YZTvkm1emQZgAGLDbxOL3PznkdOASSt2u8EcVoP0lTLUd6BLNiBrIADYMv+u3+W8s1SKeWblyeNGQGIoihxgahnZXBwMJPJDA8P6wa5XC6TyWQymWw2+9rXvvYLX/jCyMjIFVdcodxQKBR6enqq1WoulxseHu7v7y+VSuVyOZvNFgqFwcFBBaNCodDX11etVuedhnpWADjndEu0qGhgYGB4eFi3AZD4mYrFYqlUEpFisVgulwGISKVSKZfLfX19uVxudHT0yiuvTHw5AOI47hZnnJdvMMHYPvZYpH+xDpgrv0z5JtWrWQQIYhC7kASIgGtvv/95gUHoEDlEDCuwEAd2YAexqS1Da35OCVsTOUEd2Di2/4WUb5ZKKd+8EolIkoqrANHT09Pf3w+gv79/dHRURDTQk81mBwcHrbXtYaB294xzrlKp9PT0oC35Bq3sHGutpuCgFbTy3muISmNSyiu5XE7HdM6VSqVcLqdHl1amcy6XKxQKilADAwOlUmnbtm2jo6OZTGZ0dFRDadlstlQqoeWX0hPoGmF0qsPy3gIT1OIbQco3qVaPiOF8AwIQCJg02Ljr8ZNACBPCRPAxyEDU4s59vFJbWguAWSsxYTaII8EssHn8w//mU75ZIqV88/IkrUlh9KXmqUxOTo6MjFQqFWbu7++vVqsanwJQqVT6+/uvuuoqDT9JW3kUWiiTz+eLxWKSgJyk5gA4c+YM2jKRNc4FIIqiJFO4XC4PDw+7lnp6eiqVSvuxisViNptNmAxANpu98847E39PuVwul8sjIyO6S5JD3R6xeqW6cL6xZ7Vj7doJpEq1/ORJiEPtfBlYqgF3PvKpfw4w7TFDmCZMCSYFE8Bp4DQwwaktRzsJnCIEQATUPI6HfOfDR59P84uXSinfvDy1l3MngaqhoaG+vr5yuaw8EYbh4OBgT09PPp+/8sorK5WKenGKxeLQ0JDuq7ThvU+8Jvl8Pp/PVyqVQqGgISeNds3MzKCVhQPAGDM4ONjb2/u6172ut7c3l8tls9l169YlZ1gul9WTBCCpMO/r6xseHi4Wiz09PV/+8pczmcyuXbuYWX1ChUKhXC6HYai5zyLinOsyW7wk3+x5IuWbVKtNxACMM14IkUcd+I27Htt28BM373zs5p2Pbdt96Maxw5vHD28aP3L9/iPX7Tt83b5DqS1De9/+h67f+8BNe++7Zc89m27fvefAsXfdtncijU8tlV4dfHOasWnvIQcLgROA5xyG2kUbc6DTtTwStPwu6k0RkWq1qhm7aEvQAaD4Mjw8nNRaa4uaxEHivc/n89lsVnlCHTD6o2KxuHbtWl1OQlS6Y09PjyKRrkz+tdaKyNq1a9evX59sPDU1BUDxi5mLxeKnP/3pQqFwxx136AaZTKa/vz+Xy+Xz+cTlE8ex1oUt+u/zpcUAN6dxaU59TFPApj0HBAATCyCc8k2qVSH97BUh4Zh9wK7Gtsb2pXdc3vIANT+C2JrIefZA2Lmd6ooX6+8RxDAioXBdqC5zLcTm6TzjpHzTBaV880okIhqZYuZyufzVr35VXSBalHTXXXcRURRFxWJRI0fqKUnCQ7o7ERUKhXw+Pzg4iLaEG037LRaLImKt1W46aPXICcNweHg4k8koCSXkhBZ7aUZzO4c550ZGRtatW6cs9ZnPfKZarSb5N7lcTs+qVCplMpmhoSHN79HzSfkmVaqLKGl6K0nYCIXiA/i6dC8uvESyklALAxDg5ycmzVzBuyQOXP28XvHiJqaxwAIRJBBudJ739DzjpHzTBaV88/KkhUuJlyXprTc4OKigsGbNmt27d8dxPDo6WiqVqtVqqVQaGBi4+uqrR0dHG42Gnob3XuNW+Xxeo0vqMgHQ09MzMDCAturxpEtyGIbr169PutckXfgmJibQAqByuVwoFJIEZ5XSmIarqtWqupo0y0eDaElDZB2nvYVxyjepUl0ssehDkCFOWFsVxyvpc3hh+ZZXJgobIhIYf/9jT56YtSSehJvG8CQ6DcyKl8zxjQccEAPxS+20gFK+6YpSvnklYubJycn2MFM2m1XsKJVKa9euzeVy/f39fX19hUJBAahYLF522WVoZe1ks9mhoSFmXrdu3cjISLlc1sybgYGBgYGBarWqmKKpx4VCAS1XzcjIyC/8wi+Mjo5edtlllUpl/fr1l19++Rvf+EZN0wFQKpX6+/uTK9W9NGs4k8lol79169ZVq9Xe3l4dQVrtlZ1zSXFWMv9DyjepUl0std7p2u7SQ+ehXvEibvINMwvggVt27J8VkPh2xPGt10t8uq9cMve/ANRqOb1opXzTFaV887JlrVV3iEKDujqUVzSzeHh4WIkkn8/rgjFGy7Odc0ltFABNiNHicOUJItK2N+prUU+PnnmSLIwWtTjnpqamrrnmmlwup+GkOI5zudzg4GAyXxVak1XpCSe5QeVyuT2JJzmfZHD1BqV8kyrVxVP7m/zVlI/CArSqRD1ggC13jE0xNCrFoKSD+askPtWmV/R7TPmmK0r55uWpfSLMpMme916b0ADI5/N33HGHblYsFvP5fG9v78jIiHbw00GSKas0MyaJN6kKhUI2m23PQdNKK13WpOZkAgcAuVwu6ZtsrdWYl4a0NEdY4UZbGBeLxd7eXm15rDnRuVxOX2rQKum8rIOnfJMq1cXTq4NmOonJAXACA9w6fmAaEHiBb+XeoEk5K/8W6BVhAVukUr7pilK+edkyxqj/Rn0hCitDQ0O9vb1TU1Ovf/3rb7nllkKh8OlPf7pSqSj0TE5ObtiwoVQqee+1BltdNQDWrVuXy+WSRGCdEGp4eFjpJ0mFUUZJet5o3o+Gk7T4XFeKSKVSqVarxphk/nC0XDIJFem0DDqNQ3ImCUXpjkEQIOWbVKkupuZ/0X/VOHAAYS/sAcSEQHDTngdPccI3fp4XZ6lP9pUq6XiR8s2yUMo3r1DtvYbR6tEHYN26dUNDQ9lsFoC2wNENzi1r0kCVNgZEW5wok8moPyZJEE5+pAiStE7Wldq+L9lYZ3hQPEpmlUqcNBpH03bGlUplYGAgm82Wy+VcLjcyMqJ5zcmh0/ziVKkuqs7iGWlrE7Xixd4ZgInIAyGwece9ZwCGaxkxKMnFWeqzfaVagG+U3BarlG+6opXON4I6IZoFtu19BBzBejDDtzLx9T1GAOubjOc+SF656XgE9sJeyDE5zmcLuUxeCKPD6+/8wF1BPYQgO5Ar5IqlQjmXyRfzpVKhDAZ7gUAswBCLwUK1mCmAwdYNFkt/9b/+un8gu+Gqa4IwFsA6EiCKrX5YBI1a89jgwUrpL//i64VcsVys6JhBPWQvPWt7B8vVNrQ7y5JJiYcGh0eGRiGIQwNp+ynPXeC5e83dgZd10xYwsg7ulMO2sYcaEgER4AnBReCqVKmWoQzgml/0597vK+ZzuKN885liGQbRFGHbjo/UAJZZIABCplgLQwH4FV8O3y79XPPtGcbSppfcO+WbLmil842Ht8BxxqbxI1YcGCyAYwNyIIaDOIgVWIb1sO1zhbQ30F3sPCPz9tX0f8+up29debAk4JnatHGxgBthfXCoUiwXBBxEjfVXjeaLOetN8gXNkXdkq8ODxXLh5OnjAu8oXnvlFYOVknKMs3HyNch5Vk7wJMZ6AcLI5PLF6vBgEDUEPD07pSMPDlUGsv3nOf9aY3Yg21+qFNesvYJBnp1eSPsFJt+u5l3yK79v89bDOgJmgZv3PBYyyFt2cM6kfJNqdehcvuGVW0E19xQXABxGhgCLaCq2N995bBbEqANRbGYBR+QAGONWfniqXSnfLAOtdL6JgQh4jrH5wx+veyeA1gWF4BjshJk9syexDtbCOmEn7JsVmOIh1Kzik0WZ7pXsqMM6YQIMeQIaceQhuqz/zgYN3UUXYu8IqIWRZSFgul4jMIEdvINFq+jAOZe0LdaCK8toxM4QYi+WmyWIoTUEhNYY8k44OUSn89ftDfnI2eRanLBlar9FumyZ5l31vMu/cDNnW5z0+TDWkK8Dt+054gGwzs9wMfJ+UqVahjLtNCMiAiewnR6HskR6ycto37hZE87GQxyD0LCCnTs/2rCx40jgHEcCr8XxzOx9x+fOEl3uKxGJUFv8ff5VvMR9TPmmK1rpfCOAF5wGtowfMxxDQGB2ofYFPysgot+LuhifOjvgohEcE/l5gZvaTAAGOWj0xxnWBRN59s1tyDdDtNY2J93U8z9xZqpFHqiFxkMHYbA0FwQ2Nt46ISSjJUc3ke8YDxLYmJrbCKLAxqFj3zE+lez1Cu1cQqLmb8oYxBMeW++8X/+qEQKU8k2qVSKnfCOC5tMRVhDPe2YmW1+iZ/Q56nT27du0zz9gRBquQUA9dBazAuz+4NPG2dDbho0JCEwsgDERwHEUXMj4K0Tz+IYBbq7UlNDz5x2nfNMVrXS+AUVgqgEb73wAiOBilggSMLMQw3s4D2fhLMiCDbydM3Jz5mVxZmm+GQ/j4RiRBQGOqRG1vBytB7vxICCyzTWO4dnU62CGc2xCkIU4sBViGxsInLFKM/oSNgI7uFiiBthxWAc7kIVjEBC75vi6bPwC56mm28/3xsjcTxNLrm7BHy3yvglxu7Gnlk3HCGeAm3bd50BgC8Ns0vybVKtETTdGU3AsEaOetJ6a+wmAZcw38+ZXsoAFP3/qlAc8AgLuuuMjBBjAAKdrjalGg5pPnPN1wluq630FSvlmGWjF8w0aEDcLbNnxIGDAbFwMsr75rnKAgRggeilz3TE2+q+NaoADxRDbXIDzpgE4diHEQqyuBEwUTQMGiIyZBgKROsSJDSGOTQBxNpiFOIgDU9PbI0wmhrAJGhAGnPgoOUTz6Oc/TzU4skGy46U0gU0s8kEAfwa4ad/DM67O3AAzqJHyTarVoXa+UedNg1GbBzey0vimZmQqCg8cOvrilIkR1z223nx4xtGkxbTH/Y8d+enxE4a89cb5yJrGS46/cjSPbzzgk5fJmo5vh5RvuqKVzjeM0DI953D7wd95cWbWAwFgBNPADNAAQiACQqAOzAJhm70k8lygxW1WZ8RAQ5ovQzRfzvpmqlDc2isAYuBU7AIgAGaBGtBIzlNggAYhYNRc82UEzNjmyDpUgxEDgSxwaH15fku2CTA37Lwrilo3MFpohMXeq+TmB23WEBhgEvhBDR946JMNwLgYAk9RyjepVofmvs2LkCAW1AXT7Q/MpT2/82ves33Of8NoePnN//7Zz33tbxugGnDr3t+dBKYE/+t7P77/8EenjfPNJ45zrr7U19FFzcsvTvlmKbTS+SYGB8CPBe/a/5vX7/jQzWNHrt3x6Oa7Hn3vvmPXjR/buPfYlj1Ht+w5umns8Ma9h28YP7xl7CzbuveI2pY9xxZlm3c/Oc+S9Vv2HNu06+jNd3/s+g8euvnuj1131xPb9n10+/5nbthxeOvYUxt3Hrlx70d0s407j2zZ/9R7dzy2ce/ha3c9du3uR2/88LEb9j6xef+h94wd2Xzvx95+1yPvG39y44c/+u7dh943/uR79x695cMf2bjrsRt2Prpt/5O6sGXs0Kbdj2/e/eTWsaf0BDbuPKL/bh176tzzVNu06+jm3U/eNP60bnnj3o9s2nV0484jm3Yd1R+1b5lYcpntF7so27r72JZdT7bb5p1HN+88evMHH7/2roe3P/iHb7v1UB2wBGcQxinfpFolav/I9efyzZKd12J0LuLUQ4SEgPCBfY/9aPrkszG2jn3qWcZpjw/e//gPX5wyQC2OBT42dSB66WOsGKV8swy08vnGx5DngPfsfWTWsxGaJkTkTglNME8T14nrxDX2M+Knxdd4edmLLgyAGlDzXCeeNNEEBWekMesxacxp4MjnvxMC086cBJ3xaDDVvKuTD4Tr5GesmbGmwbTkF3KBNg1e0OrkJ4GfCa4fe2pKw/MMA1ycqa9SpVpuYhGyNoYQxAHeu0jYJhFch7lHogcWmS24ZEaOvefI8de//Z1Dv/npSWDz7iMnGB/7wre+8rf/+txM3YjT2jFvCYSzn/3tZLAyDAJp1WGQn6sdSSba1H5/bVk4nd4OKd90Qyudbyy8gbzAuG7vwTqxE645WO9mgHorpKJ/QFFXY1LdsnorXuNb88/FQADWVlcnDT5436fCwDJzDHFABAmFI4gFDBAKh8IvI060VGbBCxqTC4GTjBt3HQngteehUMo3qVaJ5koWvbfWxu1r9FmorS6YvQgtti9DtyxphHGBZoAaSQCcYnzwsWe+/YJ9965jf3sa40c/+fc/PxECEUKHuiASeAE8U2LJ7OJ0dkeP5Wza6j1pNC+t2QmTEo6Uby6pVjrfMIiAk4yNex+JvIhI5MHklGySimnFZ9uhOHkJzQK2mVsI6yj0ts62AQ/vIH7S47axj9mYIFzzDU9CDP13rj5dwJ3rrpebgd3C5q0ANY/37zjkKYYFAo/YpnyTanWIrY0Va5I/7SAKOz5JV4hCazwQA1MO3/7RybHHfv+GXU8//nv/+NlvfHdWYAHPBHgwgSG+9XF2bmuJFSL1PzEsw7Ya/DglFbXW1bzUvFQp33RFK51vIA7ABGPL3kedB4SdB7yPBLY1Na1SAEP88kvDp+adZmFP3pJwRBQIHExM4QlP2/Z91AMEP4O6wVxNdfNTgFsV1ytEHdw3FhQLeIbw/p2PeorgCUEME6V8k2o1iLxl1sc7Yk+BsR6wAmvYWfEOpAzQsrNeLGcjpkagj3Ln8dFP/Nm2Ww8/cfQvZj2HwkFUc24W0gDVQBHgQH7OlvzkF28ecBB1xsfsA2c8UItDXZPyzaXWq4JveIKxdewgkUDYE8DOMCyDm5NPCViYmcTP67+y5AYGhMEObHWu0JgQMAgcU3iSePPuIwQQ/CzChri5qRF0YoPW8pJfyAWag1nQGEEEOgnctOfRECHA4mJhk/JNqtWhJtyE1jnAAqdqUSiY8Zgl1Bh1QQNzZlaIeQ8CLCNwqDv87+ew48N/8K1/xiwwwc1iT9tyrkdALHO25Cf/MswCdYvpkCOGBWLBRN3ZtkwihqR8c+m08vnGAnxGsGXvQU8C8ZYB8fHcnB8KzDpbdaduvktnHtfNxn0AACAASURBVBAW2wA1nKsHNjRAiObHXQ3YvusQ4NlGMVgETG5u33mdhleCxbALmkFYA70AbNr7eA0xAZ6dh0v5JtVqEJNxzkjrSX+qZm7Z/aE9Dzy2beyBbWMPbN/74M3jD23f++C2sQdu2nP/jbvv2zp2cFnZlj0PL2ib9z1y7a4Hbhh/eNPdj1+7/9A7dx967/6PvXffJ68df+KG8UM33/v0jXuf2Lrr0e17D92w4+Hrdzy8eews27L3oNqSX+AF2rY7939g7IE7xx+6c/yh23bdu+Pug3ftOxADlkXrpjT/JuWbS6SVzjfaQ/eUYNP4ASMEeCMC+AhwSdxWoHBDC80QubTmLUG8+DrQsH5W+wD+4IXpOICJeQrYvOMAS2RdaIBTExIEde9tE9fa+GbJL+QCrVMeopc4AE4AW8YOBTACEAmDUr5JtTrU9N8YblZC7HnwiWdrfoYwQ6hJ02YZ0x5TDhO8vOwMLWwTgkngNPBzQ88LnmWcBP7N43nBccYpjzMes4IpwRnGBHCKcIpwmufsjOCMLP0FXqDNMmYZU67Z2evFutt578FZhiG2LJaFhDW/OOWbS6GVzjcOxsOfEGzcdyACCXwEAXwAiSBONDGFGOTgLaxO9L18DALAC80CNSezFvzsTLDn4FNTIaYtTgDvGXuwjkYM/6xxj338S2cmTwdRQ+fc9ux0Zu8lv4pFXG8nzw5ZC0wwtu86bMSBAQONKqZ8k+rVL3HWxhqeDgUh8L7bdk0BDYpDsTF8kqpmQAa05IXQ84zPmrelzWILYcAw10hqnmeNnxUYAzZCUWzVl+FdswTEwarpxDqJLfkFXqAFbc1LZ0UawK1jYw3AECviaF1Y2xQNHZTyTVe00vlGc1aOA9ftOxTBis4fTmThPeam+RAhD9JicgdJ8ryo5RBebCFQtxwaETf/qmOuRVIz4NOx+/xf/v3vfvbvJj1OOGy7e89xmp6CfONvjz9++JtJ5aT6ORmi9ZNL75k525IGxwZwgG21tUp+HVrvOlcnyS6GnwJu3HXAAhCCh/CKqRNJleqVSBhADBYIPDsDbP/gA1OCmH3M3ghZJtf6q78EsD9XEHBhm507j4Tu275eC6e998454pg4ZjEsltgQOSLHF+3v/QIvpzvHAuu8PIFwBNy2457QIWZvmSwTSStpUs6HNynfdEevDr450cY3TgAiTcQXnfxaSPnGgTSJPYGDBHHOLUi8NOYYxPAUAYGXhoWNgJ9PBuMP/NYPj8skY+vuu2eBGWDn/iP/+hM03ZtLd8IXaL6NBiUJFALtfHPWbHMp36RaxToP3xghI+SEfesj65LxzQVudr56ydZmCjeJBJbFKN8IXPKFZ7HnyR30sq/olUv5xkBCiPJN4KFw45ma3mgWnP8XmfJNV/Sq4Zsbxi+Ib3Sfc/8CO/Wd62RdS7kVQBgugDRAjdjUncACn/uL7z/w1OengM17Dk0Cn/rq13/3j78+7SFaM3UuUCx14vBLXWbLOm2Q8k2qVSxhSItvrLgY2LbjgUmBEbLgSww35zvPRSrZKyGbFn84gWak2ORDYEEn0IWMv6wkYA/yQASJgVt33lNj2MTvnvLNpdSriW9iWLT4xoOVb4S9NDt+kgcn76pWH8lmQKVTvgg367DnG6RLxgTxsA0Jp+Hq7MLYmtjLSeDBT/7Jl/6+9r6dT//Dadl15KkXxc8AratpIwfSeFv3Tqkr5i28BbWs1cevLfCc8k2qVE2xQBCLzOebpKPfpQlLnUfnh4yX5Jt254qIAJ7FeoqpWRA61+p3Uerkv1kq+mk+W8ACWCAGtu+6Z1pActaJNc8t5ZuLrVcB3wA4KdjY4htiwHfmGxI0e/3BQUiYPcF1btkkvLB1ybHhXQTxcBGFM2AL+Ni7iGia8U8/D3be+0e37/+Dh5/58lf+5vsBYNBKvZHmp50uyDL03yR8o2TTrI50SYP5lG9SpUrEAkaszz0jLgJu3PnABJp8M/+r/iV/cJ/LE508KOffLPkR4ImNc8Z7K61MHe8X7b85P99cesRJ+AaAExjgpt33nAaw4JWdZ6CUb7qiFc83Msc3FhbS5JuO8SnPzGzBITgEGyHvvRi32Md396YsYGn6Zr2mrQTCISCCIMTv/d7fb7/l6ONPfMZqZyjn/dmpLcvWkjslYGoGpMmAvLdEbh7fpPk3qVa5lG/USdPON3PxZ9X815dC7TDRHmO6EL7RjeWcRBwRInLeW+89M4uAGS+Dbzqd81IhTltsACwwwNY995wAksqL5v1Bs59+x4FSvumKXg18IzjNc3zD5+cbgRNuwE/BTcLW2MbeifORYEHr1Kcy7p5FYNtyZtaAM0SzgIc3wPEJfGDsyR8+VzdALbAizck4o9bUofHZy8vHfLPaExEQQGbBU6ApkH5ja3fhNPMKU75JtYrlMZ9vtu584HR7ip0+qpMCxUuodmRpT6N5Sb5ph6Fz5FvGCd8wd8wX7iTfQechsIt7rwBArwQADLB57J7jmA+m3Ao7dhwo5Zuu6FXDN5v2nsU3nerDIXCQWbhTiE9KNM0mZi/E2kXqXJvAwlaj7tiEuNPW1IBZxoxgGjhO9ALoOGovgJ4lfOv4zLOCFyEveF8DZryfJZolqjGfZV06n25ZyGiw1EWmmM6wP8nuONsXxFobO2cSF85c3UTKN6lWsRK+ISCCC9r4hlsOlLMaMFxCtSOL9/4C+aYdbrQsvFk51ZQWTjbHaNri+eb8Wkq+IUAQA5vH7nkeAM8hjrTCji7lm4utFc83cIIm3zhYaJMVnksEbia0towhAfCBAx+/89Hf/o3tu3d96MCde+696Y5979v/9Pv2P3Xd/iPX3X34ursPX7//yPX7nrp+39PXjR9b0G4YP9pVO3zD+OEbxg81bd/j1+479r7xJ983/uR7x469b+9T144/fd2+j16//5luH/eV2sa9xxa0m/c8sXXP0a1jT91291Pbdz/6rlvu3f7oZ2966pvtwan2FjiAF6EpYNOeAwKAiQWQJYujp0p1KeWbn7oOBBGxwI07HjnRFhu6xOfDzACiKAJARHEci4j3vv1kiCjZ0nuf7GiMSTaw1ibjAAiCAEAcxzoUtwq5dX0ymjFGB1fpEeM4Tv5Nfqrj60rnXLImUa1W0wU9oh5Ct0QrXrbgHWg/gQtXMzQvVn+PBrhx56MvohWKF2pNME4vgakp33RFq41vAJ512PXYJ35SxzTBAzE1p3ZrD/TMxaFkYbMX2eaFwObmb7v4h16U1bGwBZZinQuQ4SAx8C/T/sbHfj/lm1SpztVy4xucjQ7quZk72xYrKMokp9e+TRzH6kRRNgqCQH+qA4qIAoQxJiEMxY7kpTHGWpvwSrJlGIbtZzg7O6vDOuekVYSlRNVoNACoG0kX2qml/bjMbK1NyEwXXgbipHyzvLT6+MbVLbaPP3yaEAOeJDbOC5oFVZouggASgR3YJ4XN55jpjlH7UBE4AgfgAD6Ej1tZuRbewDlY27XjdsvgOlgAOIH3vsZuAogmvH/7HeMp36RKda6WLd8krhddLhQKpVIJLUxpBxqVMkriNUELR4aHh/v7+9GChgQd1JuieKEb5/P5SqWihJHL5e677z4A1Wq1v78/cfPoCM65ZJxisTg0NARARKrVajabVXxpd+q0X0viB0p8OcmwSkjJvotSyjfLS6uOb1zggVv2PnTaomaJfMxkPDtP4pmIDXHMFDMZeIITIV7QoPXmXbD2obSgWrmhrVhLWnF4QveO2yVztLCx884QCcS7xoSJG3Vg64eOpHyTKtW5WlZ8IyLtzhs9uqJAPp/PZrPzvCBJUEm3r9frg4ODAwMDiTdFRAYGBkZHR2u1mm48D4+k1UQHwMDAQKFQANBoNMrl8qFDh/RwpVJpeHg4gY9Eeqr9/f35fF6H7e/vL5fLOri1th1TEg9QpVIplUrZbLZSqaxZs6avrw9AtVpVuqpUKplMJpPJLPbOp3yzvLTq+IZix9i2+/5JRgwATqdI8q2SH9/se6M1C0tWX2251TFG4ASWYDxit/SF3/OsrcDjLBNiSwgJBAh7yzIJvH3nIynfpEp1rpYD38jZcs5Vq9VSqVQoFLLZbF9fX7lcLpfL2Wx2eHi4Uqn09/ePjIyUSqWBgQGcnYhDRJVKpVwuowUT1Wo1CXXplvV6HUCj0UiiQurLGRoaKpfLyjSFQuHAgQPqUymVSv39/UlQSV1ESZwrm81Wq1VFmfXr1+dyOU0bAjAyMpLNZtsRCsDAwEA+n9fdN2zYUCwWAaxdu1ZX6oCjo6PtN+RC7mHKN8tLq45v2BvG1h33nLRoeCaO43jKS0gMEmZpzooibIVY6Dz5/L5L1l4V2Vopdg63Wt2i0MyG69Zxu2NOeGGj2AIGiMgwrAVPAu8afyzlm1SpztXy4ZuEP5L8GP1ptVrNZDLZbPb1r3/92rVrK5VKrVZrT9TVf3WNiBQKBXWKAOjp6env7x8cHCyVSkNDQ7lcTheSTBq0cGdwcDCTySQve3t777//ft1AR271y2neEKWcarU6MDCgaBWGYTabVb4BsG7dulKpZK0VEd3AGBOGYbVaHRwcBBDHsfpsZmdnR0dHlYScc8VisVAoLLYOK+Wb5aVVxzfkLXDL/kcnBBFAMITIwypeCBsRTYIxIA/fkWMgrivWDHhpk2X2wlaNOWSKW2aYjG7QreN2yzrNX+FdKNqKUDwkjm1whnHd3U+kfJMq1blaJnyjj3Mi0lSVer2urNPb21sul621Q0NDr3nNawDkcrkNGzYkOwIIgkAzedvrqjQyNTw8nKzRkUul0tq1a3WDmZkZBR1jjPqK1GmkLpb169fn8/nBwcErr7xyYGBA40qJlwhAGIbqVUIrVqVoxcxDQ0PFYjHBGrTcS9baUqmUz+fXrFkzOjo6MDCgWKMMV6lUlHj6+/vbmxleyD1M+WZ5adXxDcMAW/Y8/KJHA4gpIhgH2wq4sMBL02sCCNriVmdZh7DMoo3lHGvONTPX6WI5W8cWz07YCAgUaatF1Bxu2H045ZtUqc7VkvNN4rxpLzISkZGRkXw+r3DDzIVCQZNjrLX5fD6TyWjWsHJDEjyK41gTZfL5vIaN1PuiHCMiGu1qr82O47harfb19V199dWKKcaYfD5///3353I5PYrGm9rThI0xIyMjV1xxxVVXXaW+HO99Lpcrl8tDQ0OXXXaZtCrAgyBoRxy0eE5Pu1AoVCoV3bdUKs0rubpwF07KN8tLq49vxABbdx2cACKAGSJ1gBOaaE7nlKT2LvLzxQkrKrVP9ktEYGFmAmJmCxi2AucpYAYE3hkAkbMWIMCwhcD5ZiKOgFks4ECm2ScKEDABlmGs6BoCLDBLxgBef5HGd8KpbmkBPtPx2er1MjPYEHCK8J59h+Z6eTVFKd+kSmUBD2Gx4FZf/x2PnbhUR2/PMklcOH19fcViMZvNJjzhnMvlctVq1RiTeFDK5bK6WJRdstmsukCKxWK1WmVP2YFMtTKYHcgUcvlcJlsqFMl5TUBWXkErKSeTyQyODPdmBiwTAaE15aHqgwcfHsjnBgcHFTIS9kp6Bvb392vBVPNOWqsJN4VCQXsZA2g0Gklf4/YGOe3RNE2Ittaq5wYtAJKze+TM668zTwQApvk9VcgAN+568EXMfVA2b3JrIsOOA6V80xWlfNNdvpnLvRUmmbuNJE1PjLFeAM80xxyEBFBi9gRPMMmO+ufkvW26PYSZHLMXcDKmkpT+Kcdgq38OC/FNgjjdUso3qVK9ci03vtH1STlSNpsdGBgoFouDg4O5XG5gYGBoaKivr69arVpriUjhxjmnLWestQMDA9Vq1cZm/choMV/QT58rr1gzNFiFQAEIrc5+GkuqVCo9fb1XXXO1cXZ6dkaAbD73wEMPlirlUqnknGsnLQBElM1mN2zYUCgU+vv7RURH6+vrGx4e1r44aOsWqG17rrnmmgTdSqVSsVjMZDJ9fX2FQiGXy2mAbHh4eN26deVyWWEOrXyg9m49Cyrlm+WllG8uBt8knpvmjgJ1zHgmIkrus3PwAmFAmNlTc+5MLxI0IzjOk7EQWO/UPUMcE+v8TvptxgkcwYCFnAcgAAkbYyBzpeULxJW6pJRvUqV65VpufJOUYVtri8Wi9rxJpLXimi/cDkPtz/7LLrusUqlAkMtk89lcHEYQjA6PKOtoCClxxuTz+WKxSETD1aG+nt7m9zBBuVh66IEHC7m8piorvoRhqAGvQqEwNDTknOvt7R0ZGdHRdGQt6UKLhBS/ktNjZuUw7VtYLBbL5fLIyEgSBZtXC5Zk7SS7dLqTKd8sL6V80+Sb1huu+TQ9++144c/XVvZMU82hBBawTAKGwAbGhKT8FAPWG3Yh4D0QCTyJpu6SCZvz0HryJB6oExOMwAE+aNS0J6HzDUEEBojFeXJ+jmLoos/A0jkvJ+WbVKkuVMuNb3S9+m+Gh4cHBgYGBgbK5XJfX5+GnzKZjKbxRlGkYKEkEUURM0dRNDo6Ojg46L3X9B31lGSzWW2fo7k7SXwqUa5/4OrR9TaMIIjqjeHK4EP33V8pFJU8Es1L+B0cHNRoVLlcVjdMpVLR60oqvJROnHPtdHLZZZddffXVvb29IqKnWq1WR0dHk0ydxFGE1pfV8zf9S/lmeSnlm+7yjYal5rZvjePBVlwzYqX+IQcYBPqGpBrgQn0rC0Aewnq2QszM0vIMGbCBac4vLg4wjEAQqZsHxGQsOS8iJEwXPz8x5ZtUqV65lhvfqI9EU2vL5XI+n2fmJO1GAahYLFYqlXZPT6PRSFCgWCxeeeWVIqItj3XkoaEhzaTp6ekZHR1Ncpl1ZOfchuGRTG8fBDaMXnfV1YVM1kXxaHVoaGhIT0wzl/W0NfAURdHQ0NCaNWu0uiqKoiQfWTOOG42GQpi0MmmsteVyeXBwsFwuJ4wlrRknMplMsVjUS26vJkucOucJUaV8s7yU8k2LbxbefrHPV92OiIwxzlghBjFb1wimDduGtZEXFoA8Nabhg1nAcAw7BYkjRiSIIw9vgplIr8WIGHHOGRPUwC4EpiPjvYVtgCNxNcAFUQ0AWMhYUDP3JgLVxQn79rm32qw76hCe4pRvUqW6cC03vknWA1i7dq3OflCpVK666qqenh5tHnP55ZcPDw9ba8MwbO9oHEWRiGgSTBhH66/a0NPXq197Lrvi8oFsRoCkK6AqKSnXNGR1Qvf19Gowa6CvX2vCNcE5qQ9PNDAwoAilThqtw2p3ugwNDensDUR0xRVXqCdJPTEKSYnzSUSUeDQqVyqVdKWiUtINqJNSvlleSvmmu3yjEhETxTY26lCpT8/A160L645iICCJ4xnwJGZ/OCWoxx5iZqdOWSAGyEeIXgDBeEzGPgTqHHsKQBFOvzjhYYAgqEs8BW5EMychIMCQD6KQPUEQBMFkWJ8RWwdaXXNSvkmVavlqufGNTvGtBUojIyPr1q3jtrktdZt8Pp/P5xOyaWcO59zll19eLBZH1o/29vdtuPqqgWwmV8jni4XXvv511rtyuax9/DQPJvGd5IuFfLGgqYO9/X3lwUoYRxuuvmrdunUiouVaClUiYoxRLslkMtqsDwARrVu3bmhoKKmcAjA8PPya17xGd9FTLZVKWielzXW0/Gr9+vXlcvmaa6658sori8ViLpfTbJt5M5On/psVo5Rvuss3zb92gbeOnAdL3AhOPP/CW355NJPtec+WG//lxJkYYK794Nt/9N8K/9fAhuseO/TJH3/v++94y5sePnx0Ig6B2h//3oNDpTde2VN97823/3DyTAgvEvzvb/7ZmwbW9Ay97W++/zMAkMapn/7TW3/lqny28Ja3XVdzsRMmoq9//eujG9Zfnum976lDp+FSvkmVavlrufENAA1IJU4REUkiVgAUfdBWpz1vuVKpDA0Nre1Zp/mIjTAQIIwjrfrUSiVFlqTTDIC+bKYyPBRaky0WssUCAYGJB/K5SqWiOTfr1q3TBjwJTs3MzGzYsCHJBPLea8u+xCekzYjbAUhEtL+fHl1zg4hIexarw0bPkFtTayEpFjmvUr5ZXlp1fIOGAbbseHxCEMNAYk1s0SZ0ItScfopJRHdf5PPVAgwSHzNHHiQMmpg+8+03l7Ib3709N/rur//D8yQATx97eNM73vBLuddvHDvwJTf7gzdW1+174nNThia/8ydvW/vvPvf5f4TFxz735Wf+7CsiJD6694G9H7r52je8YePBo0emGQZm6rmvvWX0yve8+YZq+Y1feS4+ZWdgpj51cPzdb8y87g3vGH/8y88BngKWCHAKENKq57roEicimgAEsW18k4ik1e1KWqeX8k2q1SkXeoEhsLMCOOvkpj33Po+5jDaGeIiBxBDTOe9tsZY8aOeZcXZ4dKRvoL9SHRzIZorl0pq1V+aLhVKlvKBl8znPRMLWOwEiE4+sH73iyjXEEMA6cp49ydDw6Ne/8ZeZbH79Na+dDUICAmM9UI9iD1iWdb095cGKI5/N50bWj+qYDLl8zRUj60fzxUI2n1t/1YYgCgVw5BWe1vX25Ap5AfQEGmEwNDLcnxnI5nP9mYHq8NCV69YODlWtd9Y77c2RzedKlbJxliHlwUqhVLTeqccoMrEAetWd7k+n+2mbiOMh8JAY2LzzwRfbftG6WdJGpKNSvumKUr7pMt8032E+IAmdEBv4F2dOff1Nb3j9/r1PXL3hjmNPfVHwwk9+9ulfe0P+mSeO/n/DG5/5nb8Nfvj591x9xf6P/Olx4Jt/+LE3v+bfffpL/xjUMcGYATD7k+jMj9/wrnf9j89/6clHfuvNbxl9MUYI2Be/+K7RX3zy8T+4+pffdOMzfxTCxd/9p+vyvUc+sjv71rd86OmvvBB4TxGL0a7Lc3xzCZTyTapUFy4GIbLiyANwLLh5/KHke7+6VbR2QVPqujY/TGtCmHkG+MmJk4B3NiQfA15XehctaI36tH7IkI+9iwBvTaBtLBr1WQgJe4AhNNDfWy4VTp06AXAYNogcwNbGulAsZK7aMNzft7ZYyMxMn9ET0ENDnI48ceaEno8eImjMjAxXBisFfWniRrK9no++PH3qeHIVzoa5bF+pmM0M9KwfrV655jXVwaJ30VC1lMv2XbVhWNcUC5mO96fD/XTkiQ3EguHINuC37HnkhTYPmeKRb9l53g8p33RBKd90mW8AAkLxAUnsAArhfxac+vIvVd790d/60qF7P/6+N70tiL79+a8dqo6u/953fzpw1dYDBz9Pz37hTcX/MP7UF04A7vTz21635hd7h0tDo5/66ncCARrfee4fP3v5hl/9n8/V/uUb3/y1kZ5v/mjypAUm/+fbM//H/vufvOfQ0V/ZdFdo6Rv//Y/flM386Adf7B/N3/PxL/wc8BS3Zuu86LXiZynlm1SpLlwE4+vU7FjlnceWnff9DCDxJM0575qxZvKgiz5vbr0+q4Fsa+NWzxdrTNRxPj7w5OSZJPwdRQHARGd15NO/4vaexe1TZrbmQCA9ovcW4FptRoScMzpmMrVLFAXa8lSpiNnHcQiwMRHAzhnvrZ6VCIVhQ/cyJtKXehTdvX3HIKjraSt76SCLsqaXzTdAEHAIbL/76HMp3yyVUr7pLt9oF76GuEBgGeAA7sfxyS/951/Zc+DJP/zp3/zlmwu/9N2/+ZPtO2/fdMcH/+3Ei4ODbz109Mszz37111/7iwc/8T8mAEQhTO1rf/6n/bnLfmnonQ8+9TnUvvXMga2v2/TB7zCin3zrXYPlsSN/8Dwj/tYfbF//nx762KGvfffHpWzxB3/9/ZvueGTrrXfiZ19761Vr3n/k6e8Byd85Wn9jF/FX0a6Ub1KlunA5cVwnsHcAO2Zs23PgOODBpNkcGkpqJQpSW4zj4lkjNu0LvvOWTpr/NmKjmxli31zjqDVtn2UQUAtN7CXZJbREgGUExjtB5DwBs0FoiJOREwuMJSD2lKyphZEuhNaFdu5YBFiW5PzbTz5Zr6ajxZ70iJZFF85zvZ0MPoarw9XgAHAN2LzniZ9yMyO73Qmn1vH9kPJNV5TyzcXgmwBWewyDIsQ/jV78yn968/bxhz+F8Pivl/7zr46+bU3+mj///l+eqJ+6ZsM7Hn30s43jX3tD+T986ImP1wEJI4AR/lzoxV/d9sBV7/3QxE+/8dZrrviP2Q3/5bW/+mu5/+eay35h4Feu+96EwY//YvPQf7z36UdfZLz916pv7dnwC9nr//QHL+CHX3zr4P95x+8+8wNCe7OGlG9SpVqmImaETb4Rdg6bP/jQz4BQvBFywpyk8nuGY/XiXDwTZ9kazTbxceTjCMJsTfLxON+EwdTcxbu2fwkC7dfnohgCE4T6jPHWeetMFDcfOV4buzOEmw3AkgGFwQTv4N1Zx2ISZ3UDMnH7vskJz633zkVhMqCLQggHszN6nsk4wezMXJoN02LvG5MDHMRwDAFmRbbuPXISKd8skVK+6XJ8Squ14SzYCdhGCI43jv/1FW/euP/Ax4Ef/fYTt/b+17e/6a37Y0w+N/l3A9V3fvSZrzb+9feuv+b/feCZzzwHfO4zn/3jz/4O6IXaie+vvfrdm+7+zT/8nWNv2JD9i3/+8SSA2Re//pmj/yX3uk9+/u8w8df/beDfP/aJP3qR+bef3HH1f133+m2P/RDAD7/83vy/H/v9T/4UzQ8E9YO2LqSb9VOd70PKN6lSXajYOkISn0IU4Za9h48DkSBuc0gkeaxgc9GN4ua/NgAb+Kj5ckHzEaJacxcfwTRagzhEAcjBGZCToA5yMBHYwRuwA1mwg41gI7CDacCFzQGT48b1uQOxaQ4e1ebOU3dhAxeCTXNHNdOAaZy1xgauNjm3WXK2cT0Zwden5i5hMRZL69dE8MAMy9a9R/6N0vjUEinlmy7zjQcEHrGFM0LWeph6dOZna6pvOPbxTzn/vb/680/8t2s+8PCBLwb2hTOT6lLhcwAAIABJREFU3+4beedDj/5h/NPPvbP6f4898tungOkzJ9/5lg2FzOVXF3s/sO/en826Xdu2vv0Nvzzp0bAW3r/w87+q/Mo7bt316KkfffE9b8zfd/BTk8APvv2ZXy703/LA088yav/wJ9eP9t1z7OMn2/mmVZWd8k2qVMtO3gkCLbgU54Wx68FPfneGQovYI2IYwAAREAEhYOXiWrMzuoXX2ksg8s3lBc23rGHEATHN7WIZhhB7GGoueKDhEDEs0HAICbHAAhE3B4k8TGvZAVbmXno0z8oDhpvrDSN08EBMzTUOmA29a9tFzyrZ17UNriPoQrvFtOj7VgMCIGBYQcT42dTs7fc+829u7lMv5ZtLqpRvusw3MUBwXHcIY/bOAwSq1xwiARjOcRAbBpjcBLy1wFQM4DnM/sAAdfLgMEYQATDOUkgwCOrwPM3wgihsEIIzxkcM4AzMhBfMAnWc8sFzsJAYTk5GsIEFiDvwTcf54bqmlG9SpbpwCQsC9d+IZfL49S37b3v0Y++/40O33/nh23fce/ue+98/9sCtY/dvH7tv29h9N4wfvah27Z5DWz/89A3jR7d++Onf2PHopv3Htt33sd/Y8ej1e48saJv2H9u478l33vnwpv3HNu0/dsP40Y37nrxh/OjG8aeuH3ty4/hTN+w9dsPeY7r83p2Hrt/31Ht2H75h/0fes/vw/8/em0fJUV/5nn/NX33Om3nvzbyZ886Z916PjZBUa1Zl7Voxbncbu+122xgEwgJJIBsDNruEZIzA7IsQiMVbe1/Abu822BiwAYvF7BKLWIX22jMzlt9y7/3OHzciKqpUiVVyyZK64nsuIisyMiIyqiLyk3c9be0dSy7deNraO05dc/uytbeftmbjmeu/fPJFNy1dfetpazaeeumGZWtvX3nF3adccsunLrvt9HWbll9+56mXbjh93Sb9d9na209ft2np6lvzT+khnb5u08kX3XTGF+7QF55yyS36Kt3sii/etXT1rSu+eNepl27QdU48//pla5NjOOWSW/QMTMlOX33rqnUbln/+C5+79JbPrV5/2fU3nXLOl/bkf89FffjfUjOOb4Rj4IyLr+gXxADgISSc5PGNS+XTbL6pS0S05aW2ukrjrmAGs2exxIbIEQl5kHhiULLvSFARCYR9wC5mn8TdBUnc3ZLWU+xvjia3/cngkOECp+TkAQ8OwASBeMCDgF2ET667Pq2SkPzBMHPBN4Vmsnxy13VgMCQGll90ww51BgA1QZVRIRn1POL9iPcDmNz2wu6F3St+r/i9QomxDICnySbfbz9RZvu8HzOmfaBdYl63wQCwk/Fvv36wn7HH06Cgn2QIGPC+BgxYuycMp+84p8f6gX5IatwP7ofvr3+eB72MeF8hE3pUgGFgyaUbXkd6d0y/0TFIk6nqquCbadEM5BsDLL9kfb8g0j8GIWGMg5s84kxdyjeqLK3MWfGevbfEhsUyexEIgxCRMDGYwQgEFZFIiGtkI3KWiYSFGJ5gPWJ3EHwzKeJMx5mfoPF8IwGENF9Qyz32Ek76wg0F3xQqtL/q8U2NUWMEgkAQpvGpCIjrmDlM5vezLG4VMBkgBirMAxFdcsUNFYcaEAJVkQCIAF3BHr7jr2dTPc/62zHiLCMQDANLLrxhGwq+OUyasXyj8xkyvvGTrs/v5kGsJxHJ+pRnfOMdMr5R/w1rej5GFHGYfcI3bIQQkYu9M+Q9E3sS58lYjm09vvFMk1rWWGLaz/t+Gs83iESIlG+EkvjUupsKvilUaH/V4xtDbFksixOtCU/czONGreRNJrN6K/9tzDOYIWxjB8E5Z1/KBCNJhbaHCODZaZObw3yoB35K65xnCxBY4CCw8DVg6QXXvpX9Cgq++RtrZvLNikuvTOZPiRX2wsjWzBvk4PkmDzdEpD29mT2x8RQ7Z5wja9hjn0fFK/RIhbnCZNjBkLdMnimR82wdGavlhftbPb7JjuTQI8IEvnEM0ZalEEfAPsaSdbcy+3TgFAOsj5l9wTeFZrLq8U0eE/Sy0kzWOmPfJCmi9gRPaW6bwB36D3uy48ybxByDGGEAE8ERGOefvzaIAAE5D6Rl5OLhYrA7/DTzl997WoVO6ZfinNuKwAILCcFgOANefvE1O7NfY8E3f2PNTL5ZufqqASAEiA2TUx/D/nzD75oBVk+SzqhTqlC+0fRezb/xFHtvlW8I/YQqiWWxjECkKuzFQ6euZJsiIvZEztfjm7rck7qR/sZ8I3AW2iadgJiAfsKpa28r+KZQof31l/hGY75W2DDFzGG9613gc7CT8yzUG4Q7Vas7j8mrMVxmJNaRd84Ie2siAMORPWfN+r0eYLFhBO8oinwYgj3IwdtpO87ptRRqUtM3mP0oDNE1SSxzCKqBwWIseOXFV+9BwTeHSTOTb85c86VBINTxBco3nA0MT8iGk4qqqQk5vsmCL0REHkRC5LL8G9YrBhUSS9rgUiJNLhYPAJNuv94VWBdxcv6b7PCmUblfxDi+IfERJAYcjEhA4H7C0svuZLFZwZRikMDpBImCbwrNWNXlG5bcvUsnRhlhY8GTmofz8KmxByeNg6fN6u3Xe3gHl5mFtbA1IGDSOJQFhhlnXn7VbsAYByTwxdYlnfqYp+84p8eycgmfvkcP7+EcbO7NkgPpACoGsRhwAAaLjUHLL9T54QXfHA4VfJPwjXbtTMeIkCR+3oP4vBeRvL9E+ca7hG+SD3iNfAkYjkXD0xBYIISok1ay0XoiYxNrp/q9Kk9ayab2WzJNGlfvbZkC4RBsEDKqBO53WLrmroJvChXaX/X4JncjS74QvbujgcWkZtPvUZ7ZH3gOyV+yyfdbL1yuqbivbnuTGDEhAJZddtUbgGEQ8PbOPZTe1vQSn77jnB7bPz6oVu88E8Agna9JwjlOLfjmcGhm8s1Zl109CAQC5yPyVhjwPkOcDG7s9PGNEsoYAQhp/ZQA+gAMgIEI8BCAWIgly+GBCEB/Nd+M5QNNk3hMXqNvajFzIFC+IakIuN/h1NWF/6ZQoUlUj2/qXeZ1RwRwnPOqOLADEYimL1RTZz7D/tkqBBBCwr7B8IZrbw2GTRwjBlZcdt1bQAQMRf7ub3zv2Ze3aVM+B5h3u8EdJkvOngO73ImNISY3NtxDvPb/cEnGtAODgBBYfskthf/msGmm8Y0DYuDMC68YBoYRWxjvjH7aJquknXD0D5vc5Ma+MLDHuCxmnxg8BYAVF9f64UYhEQGjwOmXbQQNQqoQo907RSS5bxd8U2gGa4xvCCJigZUX3rD7XTwoQjry2jsDcYBnMjqKm0goSd87FEdaL/k2kQiYQaTtMDgGjMhP/v3BH3znISFUYpx14e07DGLgt/dv/s5Xf0ixEBC4CPAgdyiO+K/TWPKwfhPTBmbCVjiJXzkbIx207nPxKREywMqLbiz45rBppvENfAzBeZdeMQpUYA1CH9VQc5AapAbUICEQapsDQQypY4e/NcMRYQILGW9swTYGHMVwo+CKhINhGFcFq9ZtJKmlE3WSfsoiycTfgm8KzVgdMN+kfpzJTITqX6fT5dDwdYwlHW5O4j07tSowinggcuuuuv2F7bsHgJNXX/sa8EYNV9769Zde77fAgONRoMbkvZ++45wmyxVD1Dnh45YUfHNkacbxjatZw6su/OI7BsPAEJNjgODHvI3jOjsd9gS3I9z0XI3PxQMBVaBCYpkgLgzDCOhnfOK8a0OxMdhnsTbm9JQXfFNo5urg+EZdONmz1ru6eSTTXCO9n9HkNhjEHlyL+LE/vXLNxrsGgSVrbnlJ8N37Hrr3l78XSYI4IeA1+DZdxzlNxjkTGTPPJABr8zSwNu9h9gXfHFmacXwDHwouuek7z1SwHXidsNtiyGAvYy9jt2C3YFdqO4A9dWxvYcBeYCeSk7ZbsIexh7GPsY/xJvCOYAioAoOCAeClEMuv+eEoUEs7lnoBMwsbSFjwTaGZrHp8M176IekBz+TUf0DCkfOEZCJm5BD7ZJilZVhOEv4PfZ5KesfNlij3eCAcgQMC3LbhK3988q0Vl979zCCuu+luU4GMAiHAIB1xGR3645yi6QBOHfAZE2JC5EXNAQTEnhx57y3AUvDNkaaZxjcCPxDwZ6+4Y8X6L5+85rrT1l796bXXn33pDatW37Zq9W1nrrntzDWbVq7ZtHLNnSvX3Ln8sjtXrr51UjtzzcbCzlyz8Yx1165Ym9jKy65dedm1Z6259qw11y5dd+Pp625YvvrqVWuuPmv1Ncsuue6z137jpEtuL/imUKH9dQB8MwY3gCcfEzlJS3oMEDBCQSg+FB+BYnAMNpDU1WoOqcWIDGKDeMJy46uMIRbLjLcHRs5Zf+eSNd+87Nt/+uXmRwzgSQSIQRWJY4pA9lAf59TNqxm4GDaCiWBCxFWPgGF1AjmLAN5bJlPwzZGlmcY37EcAjNRQJQT6KQs4B8djM+5jQSzpqBcu7N1MfcuRIBIYTswSKrkAHwEVI6EgBor4VKFC+6su34yLLY2b7GRMJEBgrAUGQ6oBI4RRjxEneRu2PGx5V84tfShsB2EHYSdjJ48t3A3sBPZA9gK7gVcs1v/42X++4r5P3vbYc+xeAwaAncAO4GXxe4EBHNqDPAgbsRixGHVjVvGoeFQENWBf1VogtE4AYyKtwi345gjSTOMbSxURgUAIzKG3Q+xq8C4NsfKE7geHPQB8pFv+h2zoOnOSdciGXQg4iCfnbeyK/OJChfZXff/NpHDjIM45o/6bqse66zdecctdZ1yw7tw1156z+prMPnvp1Wqr1tw8TbZhUjtr9U0TTNc/Zc2NS9d88RPnrV152YZll9144uq7/2XNT//lyl9+/NINy9ZsOvOSTad9/pYzr/jqkks3rlr35XMuvWv6jnN67LOX3HDOpTfm7dzVN527+qYVF11+xS13rb3u1orT313hvzkiNdP4JgACBmnLGThIFXBEAqmIVNUYASMgRIRIxtw6hU1iSaid0xY+agQPinysBQhaP5nmIRb14YUKTdRB8A3A1jvDqHqsve7W14fiCqBWBapADQjS7N066b/TZvWqqgxgYfUDhWAqDtv6sctjxMELxAAM4+CBqArYQ36cU7UACICaFkwAFWBUZFRkFHhj2Fx+4+0BIyYYZ/V3VPDNkaWZxjdT7V9X6ADFE5Q2+ks7e6aLURWEApt0OBRJKzALvik0c1W3fqqOnIDZQ5wFhhnLL14XAixm4lV4uOW15MsqBZD3vipuEI50ovB+driPd6KyxsRJe2JymdUEZ1z4hVGdXkoxi1UkEiGw0d+jAVZceEMxX/OwqeCbQtOlA+ObmiAUOBEZ4xu4gm8KzWQdCr45tFf7gSnhGy+wDEtEFMAPY6zR+QQ73Me7v9KJhPtRTgAsv+jygm+OaBV8c3A63O/6SFH+nIy7t6aDqNIbRHbiQkFc8E2hQnlNlW90AjfEOmCEseLiL0YAiz3S+EagUenkY52ZI1AVY4PqJtoRJqQt/iZQzgS+ETYF3xyJKvjmL/19F/oLyp+uA+CbeGz8VpJ/4wTF/KlCM1pT5xsRWMClfLM+AsY5So+Mm5hk/2OAREQcJBoPDXk7jIf6FzX+RucjYMXFXyz45ohWwTcF30yLJlBOfb7JzRYt+KZQIQAHwzckiAGT5xtJJ/seOVfNGN+kFakCEPAuBZlHsvJ8EwNnXrp+hGEBiBU4X/DNkaaCbwq+mS6NP3F1+EYfZ3OQkzXjgm8KzWRNnW/0qokcZISx4uKrorGGC0fQJXNEHMT0KZvPoHxz1uorC745olXwzcHxzVS38x9V9c5JbhrVuK9l+uR4vrEF3xSa4Zoq3xCcIAQiD4wKVl7ypRjpBXWEXTITGorlHh1Nyg+fmoRv4ADvpOCbI0wF3xz453deU93Of1TVOy31+SYHN2N8U8xnKDSjdRB8AwTvwjeH+w0lEhGGeOgnry468sNQEzWebNR8DKxac1XBN0e0ZhrfQADPIJYogCdw9uViYiQ4GbDGKOzdDC7X7k8nW4RaAc5ijTEAOPlrUtwxgNPrVURIPMNKMZ+h0MzWVPlGhESqIoiBXR5nXnZzRTfkAAbFnpyHfvKBPcX1v2/85TzfOI7TlZPLkIicc/svBMDM+mDCcmvt/gsnrKni9H6huUT5JSq9q+jLdQU9GN2FPtYtA/Dej51k7/Vf3aD+m997fjtIT37+OFXMDIIBVl5ywwCQQkfElKYWic34pujvdzg10/jGgRy8FUPwHhSzD4UjILv+tfEmpcZwhR2A6aziOLVQ4AReGdGR1SYYBAPEyT0YBd8UKpTor+SblWtuSviGtZ1w8rXNmEhHW9fjm3p5vt77jGAAOOeUNqIoQo4ewjAEYIxR5lASykAHKTEoWOjjarWKlCryKJNtk5kzKMnTkr5EnwqCIFu/VqtlG8xjU/7g9fjze8xYRyHJORfHcf5WE8exrqxvTVfQp6y1Bd8cHZppfGNgPLyFteBQrAHUxi5tGW9j94XCJrN6500ABjlAQA7sYWMSQjp8SvkGzJ7hCr4pNMP11/PNqF4jnsACAXvy1o3fwxT4JnvaGDPh6gvDUAEi7xohojxbKPeM7dt75DwlE+Am44Y4jhUmdGvZ+ko8edrIwxCAkZGRbF95Lw4ABbL8ypl7Rg8yj1bZs3kXUf5QdbOF/+ao0UzjG8AJW2bPgtA6AkjYewuqhzi+sHez/W+MKdyIZQ38kYmTUCDDS8xwyakVaCU5iv5+hWa2pso3AAM1YCLf+DgiE4M4uZmLEAnRu9czTh6fMsaoawQAEeV9M9nC/YNBzKwL896OjCEy94+IeO8zQsrzkHNO9osZqRQ7ZLIwWUYk2bOjo6PZEn02IzNrbcZJur61NttUdjAiorijm1I3T/rmC745GjTj+IbiMKwRYKGz3xB7AuBhPIyFsTAmtRjGwhd2wOYsnJ7DCGThLYxBzSKwMBZ+xISxRBZWkw057X9T8E2hGa5p4RsRgdfJtcye2JPo3ZxQj28mzFfKLH/FBUGgDzLfTKlUyniio6ODiPJuj/b29jAMFWUygtEVOjs7oygiImbu6OhAihpZT0JlC+ecMcZ7397enm3EGJNBUhRFmRtGH3R1dbW3t8+aNau9vT0PQCLS2tqaHVtfX5+1trOzU/dirc0TW3bM7e3t2XINqDnnMtoLw7Dgm6NDM41vIjIG2OfwdowdFqNACFQ87Rao7RLsEuxAYru4sHc12c+AXcAQsA/Y7mQ3MAhsq8VvGwwBgUQRnNNGEYAIIJRkPhV8U2im6qD4JkDKNytW3ziSZOM6cbG42NmYXOrFYdSbB5cfGJk3pHktmRdEf1Q/x7x585Q/rLXe+66uLgDValXjOAolSF0pQRAoIlhrW1pakPP3zJkzJzsDmdckCzaJSFtb24QTlXlQyuXy3LlzW1tbW1pa2tvbs0wa3aMerfdeRJRmABhjlHW6uroyWFE1NzeXy+XGxsZZs2Ydd9xxs2bNWrBgQXNzc3Nz8+LFi7NjG3PzFHxzVGim8Y0HYuDSG+88/8avnXTBVctXX33u2i8t/+znV116i9pZq285a/UtK9cktmrNhsLe1W5O7LIbV11246rLrldbfsGdp5+/4bTPXbXqsus+vfb6peddefE1373kmnsrEgawJsuAVL7hwn9TaEZrWviGmcFRdaQf4gEOaxEE3oGpLt/U89/UarXOzk5Fh8bGxrlz5+pxKprMmTMnf0kaY6y1CxYsKJfLxxxzTLlc7unpmT17dltbmwJN9sJ58+bVarVyuTxnzpyenp6urq6Wlpbm5ubu7m6kPpJFixa1t7fPnTu3s7Ozu7v72GOPLZVK5XK5ra1NU4ABRFGUPfDet7a2Zu6cDIAUtqIo6urq8t43NDT09PS0tLREUdTe3t7W1qZvyjnnve/p6cnekW5c42txHCuchWGoW05WK/jmqNBM4xs4iOC8S67fHWEUGPEwHkJJVwOtnsqmvRmACjso8x7EcIzIeQ8QMDyCdevurEhYK/imUKHxmi6+cfEo4EB27WWrP/TBDz/yx80J4tThm3fJL84yaYwx5XIZQLlcLpfLHR0dfX19TU1N6sJBmpiiF6k6b/L5v+r8aGtr6+zsbGxsVG9KS0uLvhEiampqyqcqB0EgaTGUeobiOFZPDFK86O3tPeaYY9rb2+fNm9fU1FQqlfr6+jo6OubMmbNo0aLZs2erb6lUKnV0dDQ0NOjxG2PUIVQul3WPmWOmVCpFUVQqldrb25ubm7u6ujo7O1tbW+fNm5dfLUujLvjm6NCM4xtiD3x69dUVwDDExXAODLYG3kEIYAF7sNcmTfsVFLy7JrS5zGyS8qKkPmu/7SfLJ2z2ID/m690f6x7nQWhsmBQJYkaFMaAJxUTiYT1qDGdCXHD2BstkmZxw8tvRq12K+VOFZrTq8U16K+Bc9VOSOAzUtH5qj8en194UgkAW7OJa8C8fOe7eH339Yx9Z8vyz24icpImxml8SBEFWi0RsiA2LFTjdBbFxPsrSawB47+fPn1+pVJCWMmmUJw8ccRw75zo6OvSFc+fOzRc65ZN1spd0dHRo8Ch/dWvKcGNjY0dHR3d3d2tra1dXl/qBJqQtNzc365a99wsXLtTlzKzHlu+s09raquXuzFwqlQA0NTWJSL4mS7eWLdFol25K95tVmCfvpeCbo0Izjm+YLbBqzdVDQCQgH8M7MMRZpjG+IbAHu8PCN5Nv9gjlm+SFKd+wRIwKYwieICASgnGoejgT4/xzb1W4KfimUKG8po1vKIR4E+0Baif847+++Pxb1lpI8oGNHB9onq9efWpJGhwcsQHQ0dGhJU5BELS0tGQ120TU3d2d1S41NDQ0NTUBCMOwu7tbPR9NTU19fX2NjY2aSozU86Hb7Orq0tSWzs7Ojo6O5uZmDRvly8i130xfX1+2hUxKaW1tbe3t7aVSaeHChcccc0xnZ+f8+fPf+973zp8/P0sTHh0ddc7Nnz9fU38WLlw4e/ZsZu7u7u7o6FDY0pUVtuI4bm9v7+zs1AdIsSY7AI2Cee8Lvjk6NOP4RigGlq++agAIAEcxkWMBecvkREhSvqF35Zspc0PaD3mC7Veu+RdVF6Hq2FS3cxCCJD3LmcUwqowRvXaJxEvsUHWwocHnPrdxUr6Ron6q0MzWX8M3ux0+vfamAB5kvR0UXwWGonjPCR/4xNYXdmhj9nyVUHd3d1YgrUCjfJO5cAROIzKNjY0AyuWyFjep8wOp7wRpjktbW5ukUKILu7q6tOpKkSWDKg0AZbky5XI5X/4NoKWlpaurq7W1tbOzs62traurS704bW1tHR0dWTZPVlqlUlJRNTQ0YHzhd6lUyuJcvb292TrIOZaampqyo9IDyxef61PZORSRgm+ODs00vhGhEDh99ZV7gSpgOPbsnIDIMXsGZeihL5863/w1yregmIwjpr7femMVplUQRUJmFssIGFVJIuhCHHtULGzN4+wLb1O48RA91UjznQq+KTSTNVW+YeZJ+MYbYARSrYy+Rjy05MQVT27e5gzIjevF55zTlFtmFiFmrzVTeufRH7NKbxHR5F+VRqDa2to0XKXOD8UdDVEpCSlCAbDW6sXb0NDQ1tbW09PDzAsXLmxtbW1tbe3o6GhtbS2Xy62trbmUoCTfpampKY7jUqmUb3+c/dvd3T137tyWlpaenh7NsGlpaent7c3XZLW3t+uO9KiYWdOGOjs7iShLUnbOqSuoVCp1dnaqb2nBggXqy1Hv1FhnPxT9/Y4ezUy+WXbp+j1AFbBiEr4RT+KzV4298JDzTbYpkuSv3wpsdrVP+ICf6tYPPd8oimUuHM9iGAEBAhAJU0yoGrgRxlkXj/GNQmTBN4UK4WD5hhnReL7xbi8QAIPODxy/6J9f2boXjKAKpP1joihS/0pPT49zznvrvdVvd3oLInLOjSXfZF1qtE1fS0uL9169IGEYioi1tlwua3Jub29ve3v7Mccco+xy7LHHLl68GEClUlFGUQeMPlYHjIjo1rLlmqqcQdX8+fOz2m9FDcndDAEoMOX7LGdHq34jxa/Zs2c3NjYuWLAAwJw5c/r6+hYvXqypSESkPqrsXXd1demPtVotA6zMCwUU+TdHiWYa32h86vRL1vcLQoDhtJexA3mQz70q7Xc8Vb6ZvB9ofc7IokIZ3MSCWMPVecRJ9zv59utZvcbD9V8yNQHJ98IxboJjMS4tjRI2hGoMNyhYfultCjd5vlHEKfim0EzWQfCNSDXjm1WX3Zj6b2ouHo6jd2rBzo9+aMmTm1+BgH0SW3HOabWz9z7LqFV6yIZNauWRtTYIAk2XaW9vn9BTeNasWdndCUAWt8rqt7u6urJojgaqdM25c+dmL8l62zQ2NuZrtZi5sbGxVCrloQpAuVzONiUic+fO1aCVVpI3NTXNmzdP2+FImjvsvTfGtLe3K5pkhLRw4cKhoaH84M9SqUREeiqyBGrv/YIFC/KrZW11Cr45OjTj+IbZAisuXj8oMADgwQSGZhP7CXDDB5FfPDk3kPCkxpRmrqjnQyKN71CqCXxTr19FPZsq30z9/I/dcyFZFZUzEIL+ZwVBDL8POG3Nxkn5pujvV2iG66/hm10Wqy67sSYO3mh+8efPW9bT29jW0tteWnjSSScxjZvKlLlJsuRZTid1I62Q0nrsjo4OfUrjSkgxJV9YFATBwoULgyBQNFEa0PyV/AAHXa6BIQCZ46dUKkla3kVEvb29vb291tqFCxcC0BY13nulFmAsUTqLuKk/SW+V+TIxpFDS3d0dhqE+1sha5hzKZmd2dXWJCDPrEvVaqQdI0jwepJXwQOG/OUo04/iG2AMrL1o/wnAAxIMZDJsWTDGI2Sdwc3j4psqo6mV81PFNKo7BBH3GKd/sBU5N+YaAgm8KFco0Vb4hosn5hp0NI6ERoAaGMwCSMM1Y7U+a4JJPmM1fYuoTtQgLAAAgAElEQVT/KJfLWfaM5uvowqampu7u7swjohErLUfSvGBNedGBCQo0uv2s3Z+27Msgo6enRxOZRSSbBTFr1qy+vj6kwSYALS0t8+fPl7RlTktLS1NTkxZq6a71wJqbmzNnDICmpib1VOl70aBYns8Us/Jno1wuNzQ06O03yyyWXAK1c67gm6NDM45vUDPA8gtvHhDEMJBYG9Kp80YyrGENKtFUP18n1EeNHcZY18DxxhC9ZYkQOeKYOGaJ6sazGCJJN8L0ixeJJFcLiU9KITiZfOn3i7uliT51ytXrzhmGtXZcBDpXyTmhgJOZIU5ESNcRS8BewslrN+RCW1m+UZF/U2imqy7f1BMTpCLAKLBDsHzNjaEuRJIynOXTaL5wbsm460kzi/Prp0mHY8GszKsxdrSpEwVpuky+oZ+CRVaknTl18jcKbUgDQESyvei/mdcnWznbRX6uuLpbMlDL+tboU3rAymT6csll5yClGQ1gTXhT2X4nZAiMP3EF3xwNKvjmsPNN8kKddSeWxbAYzzSpJcVKKdyM3cUOPd9MuMeNe9dpot/YiSr4plChA9Zh5JvcTM2x+0NWGq2YoveajDw0eiXpEAMNDOnj/F1CX5tFi1SalYzxFUkAsv6BChnDw8MaHsqYQ5/K00b22mwXYRhmnCS5rspZ7bekASbnXMZkWi2frSkiOo1h/yKPgm+OMhV8c+j4Zlw1Vh2+AXL5xZK126rLN+n645w3AAs03kNJqy4hMCDTyTcTOlVM8t7zZ6ngm0KFDliHi2/GzwzP1UPkPLJZri5SfMl308ma/k1Yzmlbv2wLmeMkWzl7nGedbBhCth1lER6v7G3kU4uUgXSJPtZh40j9PXoYE1w12dezLMkme6rgm6NbBd8cCr7Jkw2nOT2TGpCDm7Gbi5+8GyA4XV/GnDcKB4eebyYEod5FRXyqUKEp6XDxTb08vAlJx6p8TEdEtJhIV8tgJRtLmecYAJmDJP81KfPWIBda0n/jONZndYNpt57k1pdv35ePWGWbzTfrUybLvxfnkgY/E5gmeztI524WfHN0q+CbQ8Q32lBnrKdOHb6Z7Oai+6vb8DiDG41npSMODm186sDhBgnTFHxTqNCB6kjjm8wpUqlUOG2Ot38GXjb5MtuitVa5R+Wcy9eHj46OZn3/spomRQ19laSpMyp9HARBPb5RaWxLQ0vGmCymlmUra7wp26PuyFqrYbUJk62ytJ70TlvwzVGrgm8OBd+QeM/Os8vxzeTyFCWMktyJSEHCs5nURNN0tOUoGw1mCSyLvluvA/OEvaYJOni1BLYyrpq6/+YAlZBQwTeFCh2wDhffpJc56wvz/pvMAaOUkOW4iIj6NpDGkqIoUkrIzzTIU44qK8aOoigrCEdaqa47mlDBnq1TLz6lU7Tyh5eRkKJMhjjZNzRt7YM09pQ/tnxTZmNMloJT8M3RqoJvDinfjCFOHVkXEMf66e69d45Y40p1+CYPN8SGONZ8ZH23npPlTE7frhWnlhwMJXbo+CY5VwXfFCp0wDrS+EbSPNy9e/cmR+g9UmrJKqsBjIyM5FeQtMY7C/QoA2lUSwFCNTQ0hFz+crbHCTg1IcGZJ8svHh4eljREpaSiOx0YGACgteK6RI9W2wYixabMS5S9i4GBgSL/5j+CCr45dHzjyP5FvonNKHEMOK1ZsNZTcqtzk1s6LMZT7ClO68kNMTyJ52Q5k2MvQjBs1RxZR1bbsXtvDx3fQG9/Bd8UKnTAOqL4hnmseHvBggUZATjnenp6Msiw1lYqlXnz5kVRpNyjld6LFi3KoCfr5qdb0JeHYei9X7RokbKLvpbS8eZdXV1ZFElX0OZ+k9aHM3MURTo+M+/vQTpNM3PG6JJyuawHWalU8tnQAFpbW7MkZe3NU+TfHPWacXzDMMDyi68aYMQAxIIdWAxIm/tlazLIY8r97gzgPYNjcAxwGIyCaxjaNgoMA/BDGNlmgRiIa/0xAAPHgYO4sAK/DfadOMYQAFQgIxVBBUA8ANSGgRBh7MDWIWSYqsM2j+0urMBgL8yoAxzAoQsCSChBP2qAtbFHFRj2CA18HIHZ27E7oLbV8VDMmz6ZirDXIxLAAXsdTllzc3af0iuexRKbI7G/Xz0ArA+GhQodtOrxzf5//Om3A8A7YRsC/YLll6yPAYAFlimGeFhrghBARFRjYTKAj6NqwjFgARz53NjwSfpBeO9LpZLCgYKCjmLIarwB1Gq1zs7OjIGMMbrO6OioXuZxHDpnAA7D2vz5ffpY7wPaHxnjkou5p6eLyHlv9SUAl0otyjFIs2QyB4y+nZaWpiCoipD31piIyGUdcfRgshxnbUycL1lP/UBcKrUQOT0Pzpljjz0GGEv0ycNTMZ/hqFHBN9PLN2mM2riwAjDEvbX1iZUf7bvia3/cFdtg2w+XzvvPLb0f3fiDZy2j6vde+Pk1q85banlweM9bH5nXvaix69e/emQQ1rtdK0894Zx1N24bGQVXYIauuv3bjT2tja0t83u6z1/xeRALtr/wxu9O+PCHGv6/9r8v/6+OruPnN588uiMGdm7v/11vV3PP3H9aXG5saW07e/VV+yxqSWScnXNT5RueSn4xAIgDuBr70JIj74ER4PQv3p7fpPJNenst+KbQzNXB8A15YRuN5xtPEeB8HIDZRbG13icfwN67CPCJB5fJescQzeETuIxvdPNZkbbOT9DHURR1dnbq43xZODNrC+POzs5SqTR//vxZs2Z1dnb29va2tjYbEwGsvNLc3ChCs2fPmjt3bnd39/z582fPnt3R0dHW1qbxqXK5rbm5sbFxLsAtLU29vd3vec/fd3S0z507t7e3N992uampqbGxsVxua28vtbW19vZ2d3aWGxvndnV1AKxZz8PDwwCstaVSqaOjo6Ghobu7u6Wlpb29va2tTZsmR1HkvR8aGujt7SZyjY1zOzvLTU0NCxbMK5VaOjo65s2blyXxIJsLUfDNUaGCb6aXbxK/KlsX1Rx5wPe/+czxzf/tvE2/HXDAnt98svV/+39bF7/vzBurgIFfseqCz5y/nLF75+tPfKi7p/O9vaeccsGOGPBvXvjZT6646EtvhDHi/s+tOOnYrg+8OTxkxL3z5mv/2P2+T/zTh6t22/baq93v//DVN39bz8SFy9Yubnv/nsE/76y9sOADH7ppw7+huu03v7jn71s7vv+7P40CBMRxqHekKfHNX2x+M6lGquFILTImImCQccrF1+SeZGafwc0Rxzd1ytcKvjm6JHV0uI9rog6ObyAu45sIAJjFmLj6w+9+q9zc3NvZddJJS4ZqtSox4GvVYb3oAAjgmQTwFBObjG8krU5CSi06ZqGlpUV9HjoUM3PVIPfNRwuUdPRBtjDtgsHlcltXV0dPT1dHRzvAixcvzpKRNSCV5tn43t5ugCuVEX1hW1urCCFN96lWqxow0olRIgTwnDnH6vETuXK5zdqkpDz7V4+nXC5nKcPZydTl3d2d7e2lpqYGgOfOna03ySgKGhoastW0eWAy+aHgm6NCBd9ML98QQM6DHcChNdYFwb6XTznuvau/et/OkOWN335q3n9bcs6F/6ntg9/42f2DgtPPWfeZ8y8E9g7ufOgfOo9dcdIZjQ0nfPuet8GvffbMj37is18YAp5/6GfHl4+56rbvVYCYAI5vu/LK+W2tz7382Iu7356z4CNX3X0PjwDhgNnxwoLS7E1fvu35dwabF514xca7EW299zu3dr3//Q+88MY7obcAibfeHPL4VKrRWmBNIOCdNfeZq27LtQ0d45si/6bQDNdU+UY/zSfyjRBxDLHnn3t2MDwMwbJlZ2z6ylciQNgDPDI8qOPBBUgqDnzkKWaxeb7RsQbMrLASRVGWj9La2trW1pZ1+VNcyEhF1yeitra2KIoUI/L5wjovUwFFp0S1traqrwVAHMcdHR3GGB1TRUTGGJ0elfegaIjqPe95j/5Yq9V6enoyZ5JOmNLdZY0Ba7WaboeINGKlx5b1X9YXprGqZL5mT09Ptk4cx+MauBd8c1So4Jvp5RsBwCIuZkgobHx1aPsTJ5T+05e++sAej/7Xfn7y4v/rmz/9Td9Hz+5c9E/bavEnV6393MXrvXu9f8dvPvHBf/jO1378wROWLVh4ztCOh9dcdPppaza86XHfd2//cPcx3/7pw9utFnbXfvrt297f13bvT3/4ds29d/6/fPEr34IDor1wz5z00cblZ13w2gBmz1/y9x0f/WDr3x2/YPYpnzlrL1ABKtYLwJC/Gd/UoljdMzXBg1u2h2GY9lAf4xtNwSn4ptCM1ZT5RjSb2Mfj+QZw3oUgC+a4Ftx++x0b77pr2Fjy1tlYHY3GGGO9AJ4k45v9y8KZuampSXeqXJJBycKFCzU+pfzR0dHhvdfU4MbGxp6enqamplKppGm/SP0fALq7uzWS1dTU1NXVVS6XOzo6urq6SqWSEpLuUfNy5s2bpzg1Z86cvr6+xsbGxYsXZ9nBixcv1gyhzs5OTayJ41gjaFn/Yh3zqcgyf/78xsbG9vb2efPmNTU1tbe3571QxhgNVy1atKixsVFjbXPmzOns7Hzf+97X39+v72IsT6jgm6NCBd9ML9+AAQGTi5wPBIy4tuupT/T85y9u/ME+oLr32fe3/+/3/Pb+B57e2tHRfvVtXznl7PWfPu8ywcv79vzhuL6l9/38zc2bH+tom/Pd2y/+9PJPnnzpnduBR//97g+2/t/f/9WDA4A1gBm+/96vL+pqvufn3926d7B58cfWb/pq1B/BVxA98I/v/y+XrN6w+UWUjj9j/cYfIXpp5/Zn5n3ohFM/d8kwg5JCzYPMvzkIzvBEgLOmNhDGb9WkVquNjIzEcZzmOR6hfHP0p9/wYbGjJR50pOlg+EZY+WYAY3wjsCauQnxcqZCxH/7wR1545ZVAPwIFQjw8PLxo0XGxcZVqlMWnKG08kdV1AiiXy8YYdYfoGPA4jo855hgAxpimpqasS416O5g5616jaTq6pTjWVoHkHHV19bS0lIiScI86SJCrIS+XO1tb27q6eubObQTQ2dltjBNJfDnZOKooijRSBqCpqUXDTS0tJQB9ffO9T4YwAGhra9OOO0g9MXPmzEEat4qiKO1fjIULF7e0lKz1AKrVoLOzOzvh+SmhiV+q4JujQgXfTHN8KmbN0jCMqkjMteG3Hzl14X+96Tu/fruG6vanT3zfe77/4H07nbn43OVdDQ0nnHzB2eesB17bvuvR3r5P/+gnrxB2XnzOPyxs+C8rTzvpQ+fe/nKM1x/90Qml/+P7v7pvF2BtDBvd9IUv9ZRLL779xxd2Pdt1/Ic33vljE4CqlX1vPvwPi9+z4Y473hpAS9+/Xnfr90C7R2t7P778zI8sO2socABMZCGYKt/I/hM0D0wiwq4WVgd2D4/+5A9PGWMGBwdrtVr6WZhkGR9pfFNvfns9+xsf3gGo4BvgP27+TT2+8RRp/VQ4MnLbLRuuv/7GwWrVABBURysQiCAIou6e+ZpLpu3OiU06SDz5DWrbYt1dV1dXklQL9PX15UNR2s8mq6zOJoE3NzdrVMh71sPv65t/7LFzOjq6RFAud7a2tvb09LS2th577LHd3d3q6UlrqbitrQzAGNfZ2d3V1dPe3tHa2trX1yfp3AYAGm8qldoBhGEMoKGhCUBraxvSxjbW2iwshXSOZmdnZxa90jfY0NAwb96COXManKPe3nktLaW+vvnd3b1tbeWmpqaOjg4NwCkeJRVVBd8cFSr4Zvr9N57ZU0BSAwjR0NsPn9Tzd+ff/PshQbTj3o8t+LtvPPD42x7RrtdOWfj/vKf0z59ZdQswuGPg0fb5J379nvuA14def/hj847tbmv72EX/9g4A89bSxf+9+wPHPx8OCEYG39nxga6PXfz5S4f5hTeDx3qPe/9tN/0sJsBi9Vk3Hd/zT3tqj23d+9ve4z98y82/9mbPjv4dPSd8ZNl5FztGXAvAED9lvkneXG5ezAFKgMrg7rg6uG9k5JwvXC0iQ0NDlUplvNdDjjS+IeEp2d/48A5ABd8AiQthEh2u46mnafTfAM6G1V/8+McXnPc5Zjhg2FghTm7vAmNca6mjqbmNGDrQdwLf6I6y3BpFBGuttbZcLmdHkkV2lGaam5u7u7s7OzuVV5qamvr6+srlTiJRQ+pisdZ77/v6+tR30tzcnPU+1tE2LS2ljg4lnmTYjbW2s7Mz8xg55+bPn5/2thlX+tDQ0OQ96wRNIiqXy5rlo+Gwvr6+UqmkMTWFKhEhImt9T08fkHibmppalJk0WQdpdnPGeQXfHB2acXwjHAErV1+1l2AAYgMwE2Kwg/aNQnYe6CC+x3sDwHiEho2zQLD95QdP+VDTFzf8zFM09Pbvj1twzL8/sLkf2Fcb2HjDp5q6P3Tuhecz7X3thSc+/o8n/uanf/Two9i+4borG0tNn167ZnswauEGht75wD8d397d115ubCt13bXpe7XRGKjt2vX0B/+xr/HYhpa2nlJH9ydPPmm0MhhGlR3vvP2REz40572zZ5e6Gzt6L778ql2DVQuEjJrxPnffn3ADPZD3KFNxV1hrh/v3jFZH9jgsXXe9c27fvn356XfZnmuEXRZnX37tcEwA2COZ9JBrVMr7jZ45RHKp2YnmU2MLzi3XHzlrj6h/RzzWMHLsDDIhEliBh7aDRFJGRgB7EIMZnHyKEaB1INq9LX0Fe7AHxxi1CDyMh/e5vRvYvFk4tWyFA7QYMDnLvd8oRDVE1SKyiCLUItQsIhajZ05gs+aTSPbLDuTgPJyH8YgcQvJjVxw47cHJADtI0pTFQ/QXYQCCc7BWDIN0HJv+vvLbYEjGnR4yqSV/x0K5bpaHM9BYl2/qxUNFs218DOxmnLn2moo6WP0IOLj11uvO/uxZmkc8NBo7BgGxJwKCKBQgioIFC+Y5Z/Ty11tB1kAvqzzKgCbLaGlvLuvHNxgu9PpvuaVDBESStF8HZs2arUBDJLqESMIwbm1t099YZ1fPnLmNLHCeO7t6BNCUoFJb+T3vndXW3iGA89zY1NLS2saC9nKnACzQRqXEKLWVnWdiWKeFYBJGRrcggK4TRqazq0dXqNZC6wjA7NlzkcbLANRqSSV8U1MLABG0tZX1MZG0zG0Fq1ceYPiIsku14JujQAXf5PmGMVYAfHB8410kIp5AOjLXjQD9PLKlCrAnmMhXh2JgEOxh4IdHDGquBgxBgtHdFRBi9hEGQK4a1AadC4Hh2iBgorhKAGAqo1EUQDzieAAYHB1+BwwCqpEN4wjwWg1RGxkFwwIVS5GHByIvhtgJTK6d8kHwzZTCMWEYR9URz24YWLru+mq1qk0p9mcUCwwKVl22PgbU0yZ+rEuprvM3cwZM+Dh0woml87zSJUkDZiPOiHOiDCKOvGcCwHACL/Ak1nHkJU5Wz95IMhmVdT4qfAiKwDEkBmKRiDj0FDiBZYSEqseox7DHEGGYMQDsFbxjsG0Ez+/2T7wRPfpK7Q9bR3/08I4fPbzj3ofe+d5v3/j6z7fe9v0nr/3qQ+vvuP/qu387Jbv+6w9d/eXfXbHp11ds+vU1X3ngtu8//o1fbv3h79/80cPbf/DAGz95ZOfDW8In38RTb+GF3XiziopFxaLqUPNjFhCs9QqmklYgp7/TGrjCfkRoFFIFAjUBiOE8O0kIz4jUyBMcw+pZhaaoU/6qnel8AwSvvfLs8cfP6+xqmzt3brmjZ+mylSNVa4gJcAIBHHmA9+zZlfe3ZTeEjHIA9Pb2ioiO1SSiKIpKLW3kGBqmAQ/XhkIK2npKcWyTwXmegyA67rjjrfXM8J4B6LPqIwmCCICySENjc3u5M4yMepc8ib475ZtKNdCFraX2nt55+hLFoCCMW0vtznMtiJRddM1KNejq7k19VQgj09beYR05z7qC99ze3qFJNkh9P7VaGMe2ra0cx1YvSmNcW1u5XO70cBaG4K03yTcrhn42FHxzFKjgm3fhGz9FuOEkziLWJR/CNhoChoC9McCGUGV4VHx1SIZr0RCcM4CHCaLtQAAPMggdGwRueBjAqLMWGK0MwscQjmJrXVXv4hA4NwwMi6/CI4gpMF6AMKoAjsmA2IXWsjiBJyFhzepVy8NNHhoO8G0eoAsnNrZWC11UE/CA4NS112lwSkPjuk7+K/gocPcPfkwAvNFooWb2TfOfzAEp7coDl7fc7PeEu9QEINFTSsTGutD5EHDCnsmRt+Rj8jGTEbbCNh0qT0KsZ18/m2uEgBHl/CUxc+zdK7trz741+MiLb//isee//as/bPrhL2/4t3uu+vJ3P73+jjMv33TmF+4475pvrr39p1d/7YHrvvHwNV9/8Du/e+M7v3vjuw+8+cOH3/np5n33P1f946t+85t4agdPyR57I35iu396F57ehc1v2Qe2DP/08Xd+8PC2b/7m9Xv/sPvb979547c2X3HnA1/6ysNfuP3+z67//unnX3XmJdd9fv3tl2/41s3/9rOv/OjB7/xq8w/uf+p3Dz351LPb3t45WgkQOxiPyCAysGADimFjGIPYIrIILILky7p3zhkmB0kcasmU2XzbJLZgysNNHnFmGt94MwIYwBEbAEEYxy4JPRNgiPUPVRv1GhNhfIpSPn7X2NioVVH542wvlZlZwEPB4LAbHKB95RNKoxgsv7/979v+V+P8hqYFjX0f6v0/j/mvPR/sPrZ71rHds4ZkMEQwjKG295WO7Z4VIpjTO7txYeOsnlkVVAIEre9rnd03O0AwitHddnc/9x/TfcwgBkcx+k74ToCggsogBufMm6Pr74x37jK75sybM4rRnfHOGmoBgj1uT+n4UsOChqZFTSMYGcbwznhnw4KGAMF7u97btKhpdt/shgUNDfPmHts9q+19pf/Z+j8a5s3t9/tCBBWMNs5vKB3XGiI4tntW4/yGhnlzRzESIvgfXf+96fi5IWoVHok4FDARRUFc8M3RoYJvMr6x+jmV3kJS98HU5CkGoN5aCCCWzBBFu6sRwIxoxIz0e4IHnI0RD1RcTIgYI0AUVUxlhAkYikdgvbcucMaQF2NgHVtHgHVVACbWm1wEHgaM/mFbFgbVguHYVAEPJnjKBk5BnLAFxexCUFzv+OsCzWTK/xpyN18RQNgFUa0WO+8Z4gW8j3DuzV8ZGhoaGRmp1WpZw8B8Qk/o+NU9/bGNIAZhAMJU032mT26ciU2MfGo60TT5fGSffrET0qHuLBFJDRxAYoiF+ASA1dHtEVnUYozGGDLSH/OeyO8I7cOv474Xwu8/tP22e5648s6fX3LdN8+7/I6z19xy/V3f3vD1H37t3l//6LeP3f/klj+9vP3Zt/u37BoZjMyoI6WiqkfAY7GkGAiBQBDIGDBFU7Q4Z9nCEDJhg/o4FARABdgb0xuDleff3vXoi6/ct/nPP3v4se/fv/muH95/xcbvnPuFTasu3Xjhld+69s777vreE9/77dZfP7nj6e32rQB7GHsFe4F9QCWMjLMJf5CBC+BqcAGDSLz31jnjnPEuEraAr8/iNKmJQERk7Ffs//JfxKHUtPlvJPamBrharUJE1hEBldB4oBJGBEQmFsB7q6MP8seQv7Qn9PPUVBudiuDZebgaKq8MbD376rNetVtedi+ctP7jn7n9zFex9Vn71Ok3LD3t2iVb5LkX+dkVNy9becvpz5gn38Crn7j8X1ZtXPESXnjeP7302iWf2XTWS3jxOf/0KVeftOq2lVvxwsvYsvTaJadec/JWvPAGtunjF/jZl/Di0muXLPnSJ1/B1uf808tvXrbshqUv4cWX8OJnNp31yfUff9b9+RVsPfGKfz3jpk9trj76Jl479ZqTP7n+46/hla144YybPrVywxm6ndOuXbL0mpPfwKtb8fxp1y751HWnvEDPvIXXllx14vKbPrVFntsiz624edlJ6z/+Ol55gZ4587rTz77hzNeil0cwGKJmEDuyQOG/OUpU8M1EvmH5a/hGG2/pFsh58pZ8BBgQ2ITgfphhMJz208IQwQsikgpTnJ1/Q15CZ631mtHmAAcfGwsWxN5bJggxc8h+hF0ISr+iiQdcFFcglq2BIGlrQca7CGLBBmwhZlr4RkQEImNOneQ7NAkDkSaWiADirTd7PW64977h4eGBgYGhoaF8Sk2GSsTyzOtvRSaEGEQh/MFUpE+TOHk3B8Y3FHt9hYi6HrzAW4lDjESoxIgimFA4kiR/Zchi+7A8/cbgrzZv/dpPH7zqqz847/pNKy6//qpvPHbzvU9/64E37nt2+Ol3+K0K9lkM5z6EfZreYgiRY2dD/YAHPJPxzmgnN7CZwGfiI7JB3Q/MA7SsjzN5nUyvZyN5zKRZQQ6kZuFDH1dNMCAYAkaBCjDIeLuC57ebP700cu/vd3ztJ1uv+fLvLrj6O+eu/9q6W394x70P3vPQC8+8sXPbnpH+0IeSJCYRwzsYSkJTxPBMnkk72BZ8o3wjPnJRTT1SIkTCGpnKTADPpP4b7WU8qbLLMz98Ksk4Fl8xowbRHrfzqd2bL9r0uSXrPvFE7bHn3J9PvvITK25e9nD/A0/HT5x27ZKzN5312MgfHhl66Kxbl5927ZI/R4//cfDBk9Z/fMXNyx4Zfvj3e3+7csMZJ17xry/ws/fv/PXpN5520pWfeJ6e+VPlkZOvOvGsjSueDDc/Y5/Sx8/TMw/1P3Dadacsv3nZ5uqjjww/fNp1p3zq+lMfHfnDb9755coNZ6zccMbvdt/3p8oj59599olX/Ovjtcf+MPjgadedcuatyx/qf+Ch/gc+e+enT7/xtKfCzY8MPXTKlz551q3L/xw9/sjQQ6ffsPT0G5Y+Y558aN/vTr9h6cpbTn9s5A/P2qdO/OLHPnXdKU+PPv6H7Q+svv2i10dejRB4uNhGQME3R4kKvlG+iUAWTMLZHVz5pm6f/jrGoDgOvTPZrYiECf8kIs8AACAASURBVCCnf+AeYGd88pS3DGd9JPACJkmG3un9y0OMuDiOk880oAYriK0LAUAIYgHj4wBOLCO0xvrIk36ddmAH7zJfdLJ3ST+qAUzqmq4Xd6v7fsdiAePjdBGJdwJrvfLNCPCtPz47NDSk9eEZuEyoOX/6xS1OALIgTg/zMEvAY3PO6/CNYjEzwsjUYqf5sCGjH9gL7GK8FeH5ve43T++880ebr7jjFxdfvenyW75+yzd/8r37/vTQC29v6Y93eQwDNSAAqowqSZU4YIogMVjrXDzF3kXkY3gDsmAHAXlYA+9SvyMhjkjjYmlozDI5Ya/kOSUzIblYyCYlduJBFt6AXPI3rCG2jH68deQ8OS+UXEpCTM5bhDHXIh9YMQROwyUIPUzKfDWH7XuHn3z+5d/+8bFrv/WztXd894Lrv3zJzd+4+du//tkjrz6/w+4IMRhK1SMCYkEkMAwjEjPv/xeYXn9uclP0h0t9T2mI6jBp2vw3mpctFIY154wABAQm1sS7wFgBYmuSxG1vx76njJeMT+o3xiQBZdHZLi7iMEC1itE/73jihYFnQgQ7wx1bd295Zd/LoxgJUHtu+7OPv7o5QG0UI4+/unnbwKt7zO4QwXPbn926e4uGnLYNbduyZ4tGl17a99JL+14axnANtSffePK5Hc+NYGQIQ1v2bHn8tccHZGAYwy/te2nb0LYhDAUIntvx3Na9W/Xxlj1bnnzjyQDBIAaf2f6MbidA8MrAK0+9+VQ/9wcInnzjyS17tmjU6bXBbU++9kSA2iAPbNn14lOvP6mBqqdef/L5d56roTqMoVf7X3nmraeHsK+KkYeff3D70FtVW5EsjlnwzVGhgm/ehW9c7scDNNI/ZCYwg8EMSwgJnqsCGA8CWCxgYmscA2BrfXIbsjVNLDAmEiAUH8EKGA5u1DtBABbEzodEDkIQB/Fsk/iUhwi88zXAaA8MtobSWh5HXkSszVJwEo2Dm4Plm8xzk+cbR5agcTov4Apw9/1/Gh0drVar+aiTjHeGP/7s8xYQ9rq5I0RZfnG9/BtmT+L1bFsgBIYd+iM8+Vr44wdfueaun59/5dfW3PDdO3/w6P1P7n76TVchVBkBIxREjDgb4swhUUAUOF+zVHMcWIQOEYE9iMQTOSYH8vo35gVekq/m+lh/rPe5ONX6qf19N+mPHJkwMqH+HcQ2im0kYHXoqRLnXvKjAxzYgPP1WArihkxIRrvuOnGxi2oBMALsivDyvvjRrXu+d98zX7rzJ+d98cs3ffme7/3ikc0vbn9nxASSBM4CGavnHw8378I3Ikk1dXoY/zH4RhjC1kRJmh0odJECZexJ828ESJNvJi8yUOlFqo319IG1Ng6NUNLnJowDgo8lMog1a7hSqSVvx7P+m1WGV6tB9q+1XmuatBgqiq0eVWycJ9Gn9FnnOTZOAGM9CzxJtRZqYRRxkmtsHWl+sSYgZ7wdhLEniWKrf7RJlrGgVguzroN6bNpCUAvCNSe6Vgu9Z2u9hamYUYIfrY7oW0si0QXfHBUq+CbjGyP01/NNTAbQL7kEBnkYRgwI4pqNa4yaZ+uNdSEBUfJHn3APwTkEsRkFvAeq+j2drcSAhwEGEOq92LoQ8N5FPg7IWDAMsWWKbSCIPQXMIbyBcOQl8kkWpZb2pF/gEv2VfKM+p7GPwPTTBYgiEyrfsI08u50xf/7Wr4dhOG6MCyAi/f39PkWcr93zU32aPQ5bbGo/UVoXTeJTY5KxvzPPJvJxzBx4vLZr5Mf3P3Hlxu9+7vLb77zrnl/86tFtr+8LTUIhDt7BGo4IRmCFDXwMG8HGcAZkhb0IKfKa/5+994ySpLryfd/n996ae7/cd9e7b925M4NpUyYzK01lZlU1TqM3MvPuaLzuyCA1AoQkNBpMGwQy2KYbEB7hJISVQEjII5AEEkYI4YSEMI1vU93lMjPccXv/34cdcSqqurNFN9Wm6NzrdK/MrMgTJyIjzvnFtnNdYXT2OzJADs7CsXZQDspyZDmyHJC4wWQGCRZzkYZVMEl+4X9LzetjUlfo2ZZukUZ0Z68tnEvD151mo9kYWAfSGtZi3qXimBhaUswRpUWImMSuGYFiZxPnWCKmIouOxm9fbv/k0Revuu1Hn99w3Rcv/urN37v3d69ublGPbzzfAI7ATopTJjojY0Ai0ZTReZ1u1zhKIiLyxSl90HgWnwBSDIIKNCRQHJCgJIlIEnpADiCsJYEeicrmVOOZRncLvnh6ljhwzqKl8v9zFmYlGxhL8rlAksBQooy89R363nzUOoA4VshyA+Y/8dFVzrGwShrCR2lgvNxZPb5ZBHLQ8Y2bZODjq88bZyQAqAMXWCCBlSbZTXwYsE3Tdbz1tvN4DU1Ok8vmcqTN+83s0KaQdGAMLIglyLgDTAEGeqctgdJZM1AGyqXN7lbb/ePdeYsBCwYMKNQmSoCtFv/8uS9bq2Xm9ZMpM0VRABcaQgR86owLNGCtBuwBgzeA6MAsJNDUgWKnNBADbYuQ0Gb85o9br7nt+1/YcOWFV3/t+z//5cvj25NsncivHN1dmXbyDL3oZG8fl3VQFpHGjMKr26L7Hnvuohvu+vSZF33tlh8//szrgZ6TqUhBd4AIidMtIHAILRQAaFEtpJ7gDJ0Rz0INc/ePqwvf5B4Y8iZmAwaTBWwMbANWrjmnAwkHi62LBY4T5Zwz1gYSb58ypTMujUezgFVg4x9gsvnfAT6THjLnGx/JKF7Gvv4UkDrJ+ZII8qGUXECmB5IimpyrdZDfWJL7+bpXxhjZcp6bs2T28w9IcRwbYySVn98RsuTF8/bu/5c/+SQFvsTmTkVC5edFmwI9vlkkcrDxDbPbqnHsOTc+FUAQZ8ryVsIWTttWwlbCtoVu2zG3cdaw8/YK+E1gAmgBLWACeBN4BV3738ppS3fnG+9eW6jjnQS2WmyNaUJxG9hk8fg0jl13qzFKnh1zfMNaJ6DIAlOMY//9TI00cP7AWe+JWWmKE+eATpx0lAodS1zS85unb73nF5+/4Iqv3nrPw0+9sKWlk0zvEtLszOi76vHN2xNDELUQS4xYB5gyeOSJ166/+UdfXnfd9bfc87sXN4eEBJjRtgMkRGDrXNgxMx0XMMhG2jl2zjlSxIpYAs73pywU3zCHgLHWipIDAGDieHJWvUqW0oyJFrCzeTEyjSxnecyFDIQwlFLydmYmNdMYY8SLbjalbw505K1ogDxq5G95eeHDsnwPPhyds3rgRBRFkZQ095vlc0ZorcWIJtsHgbeRpV8Ra5o/HF/Y3O9LiK0b38xTcaXXc49vFoUcbHyjgQnguHW3fPjL1//dSWs+9fmzTzrznA+vOueja9d/dO36Y7P28TVpW7n2wt1sF3RpG9K25uKVay5eueYraVt95U7bB9d8/SOrvrby9BtPPP2GE0+/buWqaz6y5uoPnnHVx9es22k7dm3a5O3K1Vnb7fEvTPvgqeceu+rcT5257qQzzv3UWRv+7fTzT1h/8z+dda1SsbUS9zs72TE7cJw4bFU46+LrEsA5c2DxDSRHKjQQcoovj//h1UtvvP0rN9z244efnApdaFP7kWJOrNHkXM6/Id9bj2/ehnTE/dpykFAQUxRyHLGOgYgx3savfvvy5dd/+/yv3HTvL59NgGmpsULQWmvYKdVSJkHqOEWOlCRZXtR8Mz6Xb6yJxNYmqg6G1S6aDQKQwiyShImNxI06Ju8PLnEVecWJFNa21sqLUqnkUUN+WXHNqVarzGyMkdfI9CXOuSiKiEhKVolWxhjj6y3kFSoAtNb+r3EcW2slzaDsS1iHiKQ2p+ePkZERZMgiPcgIKa1pNSdSLAxDZCW0ZPtu122edXp8s/jkYOMblwQa2BRjBogZDIq0CndI+KEWusXgtDHyrdv2Ldg2bAwlGc9itNqYaGGie/+zeUpShwJJlLsXjuUttgQwQKSNImztqElCC1AqNkYR2TzfAASOpzrRpgj3PvacBgBydj8vOV6YmUGRNrGhNtkEePSZF8+//KYrb/rOMy9vm3GYMrCAchQbrYw2mR3SkdoRbnrytoQkx3GadoehCZphQyDK7oIIeHFT6/bv/uKMc658+LevGI24A8uYVPE0KQeyccBpYSMjBbTTSOlFaJ+K5vENEudCuERHIdgB6MRRQlpi6R2TzIdMmpwip8Tv0NKsc5VjMkweEcIwrNfrwg2+VkOxWBSrkHwuNDM0NOSck9eVSkUMUvljLJVK1Wq1UqmUy2UiqlQqQ0NDg4OD5XJZSlyJWYpy5TNFBgcHd3xCsNbW63Vk2pdDDjnEGCPg4gt9L1269Jhjjunv7z/iiCOWL19eqVSknhQzx3Esh7PrDFtdeb3HN4tCDja+gW6TjhPLYZTAhLAtG04itb7v4D/reE4BobfSfKKUeY3CrMWgOA0kIdXNAcc5R87AKtgIrg2aJp502N59v1I91IEcXNbsbg5+ARsMbAJWMKEow7XWiXVaJ+KCk6lwmMUXkuNOYl5r2+8+8IRK/W8OFGGwYYq0c8CmTufrd9/z1dvufv6N6RiYiDBjkACWjGNLEkOez1PzjtDKHEAi/u6UVbSg9ObucEfBKNgO6YCcAtoGb04Gt33z/muuvKM9jUgjBDar0IJgkncA35Aznm8+vvrsNoPZEcfOhWAFNknQ6oSBBtpEUjBkHt84m3i+8f7jLo0TTEtUNhoNr73o6+tDzmMGgKhYxMA0MDCA1NycVu2O49j72VSrVXk7PDystR4aGhKaqdfr0pXcJkmSMHOlUhEvHGttoVBIkqTRaHivGmutOPdw5gCErJSEvPagUyqVhMBarZb8qVwuh2EoFdEFs3Z9e/b4ZnHLQcc3bCEe9doCYsQ3+YCLVHhPmw8wmNd23DILntp586xDf2rLOeN+GyNf0JYlliUm66z2k4gYp4RpJDMbs7NWg2MLvBHQKWd/JWbM8yvcvyIZjCzw3Itb1l91zaO/e04UVN4g1YqUosSxJhjyBZltIsXIenyzkEI73BcWpNgiVAgShHpuqVGl8PILWzdceM3Tz7+5RVMbiNiCbfYg4MTfljmLtNlPsiB8Q2QBpeOZb918XW3g8Pf+9VH/8wN/FxCmCXvANzKwwcFBr8tpNBpKqXq9XqlUCoWCXNtjY2ONRqNcLhcKhUKhIEqRarU6MDBQr9fL5TKAJEl8h0opIhI1T17dopTyd4p0DkCqfwOQSp95Y5O8PuqooyqVyrJly8rlcqPROPTQQwcGBuRPxphmsxkEgXPuPe95TxRFxhjZr6CY/BV/SoXjpcc3i08ONr5hIEycdjKVkdGJcdbmCiOLWcd/fzfToXHXyPE0ZMqQXNxp41y88ZyGFIHS8KtsjpuNg53XfORrOuysddu+W9vt4+0WTw5Yx5IXL41nZtEk2yww1QriMDvnDCczFpik1L/Yuf2cTzYvjtgCTzz96q133Letk7QttbVNiBwQqyQIIjA0lGalWTlY+cF9GEiPbxZQ0kcDgrUkUesgBhPBxSqKklBbZckpo7U1jPTBxWrc/O0fPfjCyy0gcBZEaY5G57LrcBHzzVae5RtjgzjYfs0l53E4QXFr5SeOu+TaG1uSs3gH/xtvnxL/G2ky58iSPzQ0JD43jUajUCgsW7ZsZGREKeVjo0R9YowpFAr1el1ioLxfi3jkeCgZGhoqlUojIyO1Wq1Wqy1btqzZbBYKheHhYelHlDfNZlPUP0uWLJGvezySkljOuUqlIiYqARRjjOxUNpPBh2FYLpfl7jvkkENkSIODg6K5UUrVajVkDtRd9TQ56fHN4pODjW8cpbOYsxppWlaKTWrISVFkTtvdjGhvTWb1Lt36SdPGz94FovLpsv3ORi4J8nZ3/AvUyFmjyOutmGGNnG1pgjWedcCxZswAn1xzXmB5nj/g/hUGptru4ktv2TKOyEGRJKGx2oSABYOU07AW1sDorLT47IH3ZOEky68jiQy1o0hczijL0S0ZllMFjwO5BI7AeG0qWH/LHU9u2aIAVsZKikSiDLLT0iT777gWhm8cJUBM4QRciLj9d3//gUd+/8eJ3HNRnm+YdN6/WFyMhW+SJBkZGbHWij5GqGJ4eNgrVsXrBYBzTpxaKpWK6EWQWaP8W8rq6QqviB5FLFnSg88iODo6GgSBGMWQU+QAqNVqvrB5kiSyUwBixpJxijUqSRIZp8AZMwvKaK2lk+HhYek8H9v11vmGiHp8szjkYOObnV64PdkfQsjXPWClge0OZ19506aJtlYHkP8NAbfe/YsHH3uuY2GBxECl+j9Yo+Bsnts8vRFZ52YTymV/6sleEfYokOb1Nt6/TeykLaMfePb1G+55rOWUNpOzGtR0NqD9+wN145uczHncYgd5elHAFoMTP39+IB7HPGNM585vf6tRHTqiVvrut++IgZcVNOBsDBOCqb9QaytmEFyLkRAra7UxzhhJaiPGWIRhKNzAWRB4sVj0KkkfXC06EkEHAIVCAYA42YgbcpIkWutGo9FsNpcsWTI6OlqtVmu1mhiwDjvssKOOOkrMWEopKXElXBIEgXjniD9NsViUeVsGw8zFYrFWq1Wr1aGhoVqtViqVms1msVgU1vFjU0qNjo4CcM6JS/Jf/uVfAli+fDl20N/s+mfq6W8WmfT4pif7SebyjYtDhzZw+70PT3SU0QcQ31jG6i9d9sakihihdjYtZSqurcbZhNKI3Dl8k/oY9fhmn4g3jGb3uyg5TJIAUHEcxsBmhePXXhkDQLDY+QbUhW8QgHUQhWBrO1NnrD7l+M+dMgFoADCwkYkjBywvDTMICIhjR4lzRgopEPmyXKlzzNDQkGhZiEgoRFLIyJiUUgI6gjVAmnVGFCTi7DIPSkRlItqaoaEhZhYbU96r5phjjhHsyEdOCZqICSyfDFAioeTrMmaBMPFK9oYt0f2I5atUKjGzx6BuCpsdpcc3i0x6fNOT/SQ74ZsZ4Lpv3zsZaHbe42j/SwKsPueKlza3p2KKmBRzZHXiFMMChlzCHHtfovmU0+ObfSIZ3PC8X8EBFq1OGCTAxmn8x5dviQCg807lG5tMMikGwASKf/3wz9/zj/+8SVI2JB3oAM5aRm3smMOXHkbJhHWho4TIEqXFwogs8Wxw+PDwMDP7NL6COKI7kTimo446avny5WNjY4VCwduMBgYGoigaHh72YVYSCl6tVovFovgdDw4OFgqF0dHRQqEg2CEgZa1dvny5hJeLzkYy8pXLZXHQQUZRzWZTduc5RohKBi9ezDKARqMhWXPK5XIURUceeaSPDxfp8c07U3p805P9JHP5hhKxT530+QsCA7IOTOz2v/8KA9tifHr1BXf/5KEEaBktfugJ6VAHltN8QxKG44PCZhGnxzcLLDs4mWUuXGlkEM+pP6VBClMOaBEe22hWnnJ1BLzD9DdbLT555gWZ/iZ+6snfXHzJpSDngsmL159z4qmnvu6gAGsiF82AKVKYCk29OQwEjiLhG18MVfhGdqm1bjablJVlkA8HBgaMMSMjI/I5M0sIN4BqteoLOxxxxBHiGSPfkhv58MMP912Jm7B/m/9fwEXsSj4CXJQu/nTU63XZ2IdoAYjjeGxsTPINeiNaoVBwzom3jfcZMsaI6Q3A/NoL3aXHN4tMenzTk/0k8/U3GpggfOTfP68h/hQOtP/5pqXjDvDJ08+7/Gt3vrJtRjIoBs5GbC3IwVpOHJS1usc3+0R2zjdMaVIliWH0/vlbO9Ohm7LAtMPnzvnGylOuTgAVbVn0fMMAE9gkOb4hZ2DCMGgff8InG9XK8OCSf/r790wk0XZvn1IdHYWWoYEg6oDaxDGxEv1NpsJJ/W8EDpYtWwZANChKKe+I4+1W8snIyMjAwIAPtB4YGEiSRLQpSZJIGmIAkpiYs6zHPoWxpxP5v1wuy2vpQWRkZGRmZkYsU7IvZu7v76/X641Go1qt9vX1lcvlgYEByWUsKFOr1STay1pbLBaFlqRig8CWePz0+OadKT2+6cl+kvl8kwDbLE7+4obIAQw2Gryf+YbBMzaZdvjEf3z5qZe2XnHT7a9sm4oBBUSEGJyQjW3iQD2+2VfSJV6PDdgQWcmVoAgxIyZEQMBxx9ClX7vj8VfVJ067SgPA9DuMb046a13KN2ycscRwKoHuON1KgNccpuLIaMn7R53IdbTsLhD/4jzfyF6EXZIkOeaYY7y3jYRqMzMRNZtNyd3X19cntqowDCXJXl9fny+2IFUUfHFN5Bx0JD7c18uUog2CO2Ku8mohEZ96GBkJ+XAqY0w+xY4MAEBeQyN/GhgY8OMXDOrxzTtZenzTk/0kc5d/Vm3ttjt8+qwLOxrOWDgLhjyl7a8hapgICIGPnXxWCLywZfIrN9z68O9ejDLEmV1gc3wzp/X4ZoGlG99o4RtLLnGICIFDh7A9wdMbN1799VsfeX7jFovPnHXNZGcaPPGO5BtntUtCMLRhMLlgEghbFG8W/Q1rF83YJHaABqZbU+COo4hYMc9W4/T+xaLkaLfbAKy1XnkThmG+iDfmFu4GwJyWr5LKl+LzK0TCmTONvBafHtGveCuYUE6+MKd04rP2pWfMWj855Ct0+mrnounxcCbbyLB9Dc4kSYIg8EFhPb55p0mPb3qyn2Q+30SENvChk9dqQOwMZNnPcfteGNy2nRA8HuOzX7h40qBFGA9x1c13XXHjHS9umkqAVkKRYQvk/W9868VP7QV5S3wTGLQdWhbX3vHwNTd/89lXNnWA1xOcsOYSC8v6HWKfYtIJMO5m+QYmYYdEEZigO85MR7BvgjVgdAgXg8kQfHy4+BczzybwZXaOlOhpvFEJGazkMwhLqUuf2MZrX2RL36FPfyxsIcoSXzAhPTYiqd7gP/GOyQIfyBQtvh/v2SMv8nYunhulJal6vLLHW8H87vL1NXf9M/X4ZpHJwcY3+3u0B490WzDmuk1kKABYZjcFfGz1BQyAHMkMvj951IERMU0Cn1i7vgVoIESsgKde2HzhpXdedNX3n34xCBghYKllqeMo4rRmQ5q/2HKaTlqIDWxBBk7PJnjcaQMBlkkDhjkGlK/stUMix8UhDrFDTEgImqHBhsmSM7O10qRlibfTfH0MAMxsyTCIYWGRVoVjQxw7hBptjbZGEKPd4U4MHcD+4c03b/ru908/98Inn9rUmklAiIFxg4+fcq6ssXJR5UtD79/z8xb4Zu72ThQtNgLGHT5y6hciACAYQ3BGchpagmENtAFnNZMFO7Ahp6yJrImcjZWzmpzOshsLBMwrjSlpafxb7x0s9CBbehuTbONhwovX2Xgcmaea9VAieh1R4fht/J/ybsh+X37Aglm+Tqc3k/lgcq21T76cTy8+Tx01b87xlrXZtz2+WRTS45ue7B1Z9HzjKAEhJOf5xgAWtqVVwkgITz235aobvnPeJTd+6wcPbJtut+I4IdJAQpQQSbbmkAOFxMKm1UQJcECaOXcnomxoKFY2ZBhDMcM4KM7V9Jjn37PvT8ueiaRWSd94jMsNnwiSgiX9qRnskMRWJc5lWbA1wVktOCKqP82QALaWRgKMt+yPH3xi3eVf23DlLQ/+5qWI0eqkvcXAFHDimvUagF30fOMIRJZgImAC+NiqL0cAOQNrZ/nGOM835IznGyZNLnE2djYWuDGz2Y1n9RxeceIRwetvfNkmsWF5vBB7kK8rLtqX6elpGbMoTqIo8l3NYwgv+TvC3/5+7x5upqenhTlkGN5ZJ49WQjP+T9JVGIaioOJchU6pO5FXGHvNExHJscx23uObRSE9vunJ3pFFzzeiv4mdm2Icv+bCjpAJOYJzsIHqaHIW2PjaxD0/+NVZ519z7c3f++Vvn39jMg4YEmaVAA7KwRgoS8Y5R9mhO9Y7bRbGwUoVAsPkAE2sCUSWswZnfZV47iL743QBc1epOeORA3cgA2fgDGAYNo1ySmuR5JqxEbFiWAZpcol1mmABDSjMnt4YaFlMKfzi8c1X3/TTczbcfPvdD77yZmwZmtAOZL2JiShgMwV8cu0GDV/WfRHzDTGcM5ZUBEwBx609N5Zs2vP4RpNibgEgTi+eLPmhII7AjfGF52gO4nivFxFvM0K25COn2/Bbyuf5quB57UgURf7Mz7ti5fP8Bex/JuT0RmL/8naxvA9yGIZ+A/8VZhafIV9Two/TO+Xkj1QchvLi0wlypkDq8c3ikB7f9GTvyDuAbwCHhKgFnLB2fRtwABjkEiBgTGs34aAY0BpTDo+/NHH9XfefedH1X/zKDTd//4Fn3phsA0kCYyT3nHMUOW4BM8CUgco3zYm0vHaGbarsgUNaHii7qNNmu+EEzzvP+6x1HY9Na0KxE1OdS92yfd1HsGMyziqjE60cAofQIbYwUgxcA5LhukWYttga4Q9vBD944Ln1V9/z2bVXXXfnfY88++ZEgpAQGuNYA4ooiEyg3TbrwghqCvjE6RckDNjZhXPx8g2RdaxjYBJYueacWGrqZXzjmIRvEqIZsJQMyc48ScQZOSVwY2ezP3P+hEjAFDLLDjI7kZiE/KovmhXvpoNMoeL1H7K9t3NNTU11uWjn59mb99e8YsYzk4xQdoGMqOQorLXevzj/J6WUByC/r7yJTaKxfP1OZGQze530+GZRSI9verJ35J3AN87YUOkOcNIZF3WYrWMwyETspoBJ47ZqO83MRqOFtG03eG5L9L1f/u68q2474fR1l1z9rbt++MizL2+b0UiAEGhDzyCKnZKWkPZNsYGxMFZqR6bWF9Fs5IvR5+hlsfCNNYqcAovexhASxZ2E2qnuhjVYpxWjSIFU7JRip4CYERi0NQKLmPCb5zd/9+ePX3TdHWdccM35V9zy7Z/85sXNSZSeWESABjkowgxhOzCpEThsA2IFMw0cd9o6hXcI3wDEsDGwjfDR074YAwDN4RttWbmMb+AraGaXTso3Fmx9RsTstHh2EfFwI+cqH8QkHyLn0JxaawAAIABJREFUniLAkY+xyhfX9NqRbpdK/qfxb+dpgDw25XEEGcHMzMx4WkKO0vJuznk+m5iY8DYvf3T+8CXGSpxyhPOccz2+WRzS45uevB3pPkH5MKJ0wZW2gHyzD9YkcjTZam/XOHHN+ih1/HVgzRwDIRA7imSakvfiaxxnppOQ8OuNb971q8fXfe1bn7vgmlPW3bj+5vu+/fDrD71s2wZtg45F4BASIkYMxACsglVgyzaGS5zugGJw4tkmO/i0dT39WdzWvm7dhgPlEFuONCcJlIJNYCLYnNHEgZ04HTurE0LkMBXihVejex98/tqb7vvS+ttO+8K1l914910/eeR3G8enFZRX6mjXsYgZMSN2RrMErCljWg6GMMXQCnYKOH7Veg3I2sOLmW8cQfgmAbYRPnLqF7rxTezcNGh2/hM+hujLbDe+Qe7+Ej9f5JBFnGw4C/bO+/wys3NOwqM8fyCr8u3T6vBcbU0eaPI2snlEpbX2oDMzM4MsqEqC2GWo3lzl9TqecvxM4kOo8qeUmfNJdMRPWWgsT1fpBj2+WRTS45uevB3Zj3xDez90nInHJ6c2BeaE1RdmDoqa2UVRohJHDG2cIh2ZQMo5StpcKeAgapcIaAMTBpsjvDSJh55t3fKDP2y4/oFTz9xw5nlXXnLN7bd/9xcPPPb886+3tgcICS2NjkMCREACdNjEcDGM9t3yXG1OF9lffNNtPA5Ww4ZkQk5ZsA1MA22NiCB6mu0d/PHVyV89/vyPfv745dfedfaGG9aefcV5l3z91nse/M1zW16bom0xZmJELjV2WXLGxsQKUAwobZW2sk5HimItxj02bsY5E4O2E05YvUED0Iueb7z+Jsn8ixNgR76hxMbOTcE5Q5npU1SA6XzYzT4lBqYlS5YopTy4AKjX6zzXVGSM8TUclFKSJufd73635wyPRyLbtm2TtHv5cy77dZnMuXKcc84NDw9bayVboJCNH4Nz7sgjjxS3HvlcAtc9QpXLZdlSEgYaY4rFIrIJRNilWCyWSqVisVgul5cuXTo6OiqFsZrNpsBTPpWOUqrHN4tDenzTk7cj+5Fv3uaw3+J2U9Ot8Yg+tfaiBDDGWRcCpDWsgWMkBhbOIpbHU6LUOxZQjIjQgdLQFppg4CyshTFIDEIny3n4i0c33nLXgxuu+OaaL1312VUbzr76/otueuiWe5//3q9f+/Wr7We2Ra8bbAUicJw1Dzpm8fBNQhQ67ljMOGxP8NIkHnsxvPeJ8Vt+9OQVt/38rK/c8dkvffVzZ193zlV33/CdR7/z4Au/f/XNN6ZmAkYEREAH1IENQZpYOWucdqRSNRkHcC2lpgEFWMekHCzDAsrBEBgagAImGJ84/UINULzo46cYYHYEkwDTwHFrz03E/8a5eXwTWTuVhoenXt55R5xufINM89FsNrXW3j4lZOA9UcTEUy6Xy+VyqVQS/gAwODg4MjKyZMmSoaEhAEopZi4Wi5VK5YgjjhA/33l84316xOblfyD5sF6vE1EQBL4ohAwySRLnnIxKvG28G7L0LIQkVUJlMJIH2R+mcJj0wMzWWuEh4R7JpExE3qqVmuF6fLMopBvf0Fw1HYBisSg/tmgLm83m0NCQnx1EFem/JVeDT6+EuZfIgs4pu8c3Rov7ggNbNolzhsVvtFvesF7bs8YasFonLDOqM+QkkncaCGQpApBGbWCf8o2f2v6kMNP26famDn1yzXkaaM1MTUxMyBOqV7zLFOwX+B1PBcMQa0fKkSLWxJphNLFijphCphbcJOwE7HaYR9+0D2wM73z01Rt/+rvzvvHTtVfdfcLZ133szCvPW3/TZVd/+6bb7r/rnkd/+NOnH3j4pad+v/2l1+JXXn1hanrculh25PMKxpoNwYmeg6EslIV26SfyoWUYSpu83WmTDbSbs2UOasTA4aTBIQ4wvtm88lLr+T9sf/Lx135x/zM/uOeRa27/9UXX/+yMC7/56TOuPWnNNavPv+WSG++76btP/PDRV3/5++2/36reiDFO2A7eDrsdevYGnttodshz2jxclpNAZImInAJMBGxnnHjGugSA2Xn8zn6U3eUbMMRHW+prnnDGeYEDmGBCsHakQMRtBYOQMZ7ZM42zlpy2hgFlNM/egNlJyNlBmVlCu2UClwu+0Wj4/DFy0prNpgQfiWpHay1VNp1zvg6U16YopXxJqXq9PjQ0VK1Wh4aGSqWS/CIjIyPW2v7+/mKx2Gg0pJhUuVyW1UdqV8lyA2B0dFSipaTEplQppyywS0ilVCoNDg42m0153Ww2DzvssHq9vnz5cimhJRv39/f7gyKiRqMhR12pVESVhQyVpOce3ywO6cY3/ob3v2ihUMiX85CLErmcTnLl9fX11Wq1ZrNZrVYHBwcPP/zwsbGxYrE4OjparVYFcVqt1v7iG0cwmikr3Chwkzi4LANEry1IEw26cdalczcsOa0TxlTGN4R0enX7gG92TCb2Vr5lrRmfnBmPcdypXwoMgpnJ8fHxVqvV6XQ6nY63yjvnds03gjgebhjGEQxDAzE4ArdBLVALpB20Q6TS/wVNDOGFreEzr04+/OxrP3nk2TvvfeTGu+697OvfvvCaW8+66u7Prbvp42svO3b1ZZ8+58Yzr7zn3BvuPe/Gn970vd/e8sOn7rj32W/d94c773/urp/98TsPvHjPLzc+9mL4m5eixzfGv305eeIV9eSr+slX9VOvmW7t6dftb16KfvH09h8+8trdv3jhzvufk97u/vlr37z3pa9/93dX3PLweVf9eO36b37uy1//9JnXfXTt2Sede/Gqy6770vW3XnDzXZd9+0dfv++hOx956qFnXnj65c2vT8czDiEQAh2gDYSaVL7MBUha3p16Tts59riDmW/GHU78/PmBA8jBxYAh1jPbtn3xlLWVgcr2MB4HplszYRwJ5SRayQtldDe+8URiM5Hd9vf3e80NZ0YlAOVyuVqt9vf3VyqVUqkkuhyv5uEs6wwA0cQQkSwf0lWpVJKYpiiKyuXykUce6SFGrFHVatW7AIuHryiE5EFFHrwFqur1uvf76evrk694Y5ncs/L1SqUix7VkyZJmszk6Onr44YdXq1U5kHq93tfXNzg4+L73vc/XB0UWGtbjm8Uh3fgm71GVJEmhUBgbGxP9ZL1eF5QeGhoqFAryCbLETc1ms1arATDGNBoNKT8bhmGtVlu+fDkAcT3bX3wDJjYaTEYnWagkpZdPry1cY9JMGrDklEoCgJgsQIQ2IwCMj7UhOBYOOPDip1QcTsx0pgz+/ax1WydbU9u2TE1NzczMtFqtdrvtp+9d2IPyiDMHgAicZuSFyeV0SfUg1sBZqARGy/9tYBLYat24oylgBtjO2KT0VodxwjbGFotXOnh2Kx5/Vf16Y/T9X2/+3qObvvPQ63c9+ModP3vxtvuev/Wnf7zl3ucu/Nr9F37t/nU33nfBDT89//p7z7vuJ+de++Nzr/3xedf9pFtb//WfXX7Hw9ff8+TNP/nD7fe/8M2fv/TNn790+/1/vOvBjT/8zeYHn2s/8aZ9YQZvKGwlbCZsAyaBCWALY5PjrcAkEOogcbFmpTlRFGtEDspBiZs2c0wuIWc4y+W3u1fcwcg3IIZRwDbCSWetCwkg56IZp8Mwav3wO9+54vyLP/DeD2xtB6K/8eH3/qRFSdyNb2SqL5VKMpkDEEcceevV896SJTadvJ+NWHzE38VaWyqVyuXy2NjYkiVL6vV6uVwW+JAfotFoUM6p2RuSZN2RZYWIxP/XlxYXdx8A3sMGQBAEw8PDyJWJGBwcrFar0lu5XB4eHpb+PbKIhcsXl5CviwwMDPiAL1H2UM+/eBHJLvxv5DIKgqBSqYhScWBgYHh4WD4fHBwslUryWvQxyDSEoumpVCqFQmFkZKRUKo2MjFSr1UKhgOyu2G98E7ehA7DVKpQ8V3ARKM7S3/fawjSGJooABVagBGzjMAJg0SYkDMvwvjtpKpR9wzec8zD402K1YYTAN75739bJVjAzKb4IO/s6z6+subM2y9PZQpJBHovZiOwMqA1qgzvsWuAOEABhCBNAB9AhTAyXgGK4GE6sM5IHj0HaGkuOAQ0kjJgQExKGEoTKXui33CKHhOd8EhMiN5thLwEloBhGGgPWQRu2bhY+bJbFJ31PDs6CDNgSx44S6xLnjOSYIwdn9pCr/Wot0UGSkPcdzzfbGZ/6woURz+pvtk9s+esjjuhsnvyn/++fXtq8dRKIVSIXhmBNlMTzztiO9inRl4hqZOnSpUcffXSlUhErT61Wq1arXnOvlBIYqlQqskYUi0UPRv7cihdOs9kUKPEqGdHEILMVJEkiZiYxhAl2SG/CJQBKpZIvueCcW7p0aX77SqWSd6858sgjve5HsvyJnUt6lgw34lw8PDxcKpWGhob8C3l097VFfSc9vlkcsmv7lLe5Llu2TGxMPnml8Dhyvmbyp76+vkqlIts0Go1CoSAKxsHBwUKhIIrBHZNzvw3ZPb6x1jqgbdDJQlRicUXs0t76SnBwtm7nLQA6gM7CiEKLKY0QSBBqKCdZOCS8Octeu1f5Ju9J+hZ7M0bDKgZaBn/cNDXZClwS7PIbvIPywPqKm/Mdqx3N5iPJrbOaEwPlYKRZaHnBpGYz/bIml0jNRAeVmCBSbW1jx9qxJbh0pZS8MvkUwaTgkrRJphlJPDNvsx2b/6IfRnp7ZcmUyUiTJVPYIo8ds44/LrNFyZmYtU3Nupxbq7vZPXt8k0o3vrFREs5suOiCe7//fXT0sR88dtN0azOYAeMsA7FKqsM1OZOdMOjGNz4gfHh42DtQcuaimySJz/wrhNFsNgUdkJmuCoWCvBDHYflTrVaTh1557asfeAdh2Ux2Ojw8PDIycthhh1lrly1bZowRyiEi6dnXqFqxYoWclfyjizdBiMvE8PBws9lsNBqNRmNgYCAPN0mSCMeIC6nXBjFzX19f3gyNDPt6fLM4ZBf+xXKhhGHIzHKhL1u2rN1uj46Ojo2NNRoNQZyBgQHKsh5JCF+1Wi0Wi2NjY6IPXLFixaGHHtpsNo8++mhvB91ffBMCE4TPrrv25Iu+8aEzvvLRtes/cuqXTjrznI+vWbfTdtwZ63ttF63befvo2Zd/7KwNx64+Z+VpX/rEqnOPW3vJKRffefz5d0SIYyjjM3Ewg8U+s9f5Zrc6MdZG7WmY2BG2ts22GK0wgYl3rfhJlTGyquaCXXfc9RwAyjVryVpihijCRSNujINOZptRabM627E3C2aOvjrNpON0mgdZynrOoSyXlvskgzn8kWsmYd+D/wrbuf1w7nWX80DKsSY2lo2FdbAmVfWZBCaEbsO0QG1wCzwNmnJsd9q6+eXkwUnabHzZO51v8vYpilt//P1TJ5y4kpXitvqH9//DZKxet0ZcbcI4UkY7pkKpKF7Gu9DfIIv9Ri46Wp5dJQA7Hbm1AijNZnP58uUDAwPValVWBwCSIEe2lO+KQqharQ4MDCBnn8oXsRIFjGwg/YyNjVUqFTFIyUWVr+65dOlSHwTjnW9crlq4fFIul+fEeGfHmCTJwMDAwMBAvV6v1Wr1er2/v39gYKDZbHrXi7z+BujxzSKRXdinOKu1EUWRIItX6sRxzHOzIfkJwnvXB0FQrVaHh4fFIcvXOcs/SS/EEewe37Q0txj/ccFVf+hgo8YEMMFoMbbRztt27rVdtW7n7WXgTWCLQQC0GFs1np3CyRvu7iCOYFTqgANmB9b7gG92lF13S8RgCzZEtK2jX9w0pQlgNc9Peafd5uFGni9px2hYkBQDl0vUgw4YMknl/yebOaT4/MX+rTWwho1mYyW+CBYusRKNn1Xjnn2tNbSGMVmNK4IP3X8rjSit820sSbPkLDnPH7COjSVt0vHIIJ1Xm8k072PKEgm1I4qsbVs742iKeJp4spsfcTfuORj5Zqf+xaw2rDun3qg0yuVGf7k6WK0defRDr7wsYVOOyZJLtCpXK/VmQ1vTjW98cjwhBjHoABDmSMecK19QqVTktU/EJxlrvA1LvmiMGRgYEKWO6GzkQwllYmallHgoi0+PLCJRFEk4iywlspksPXKvyWjF/0GKQsh+JYRqaGio0WgMDw+LE/SyZctGRkZqtZp30Jn30CI+o/J1WeyA2epXJIHAPb5ZFLILvvEqynq9XiwWJZDvuuuuq1arQri1Wq3RaMil6RMoif+54LzYpxqNxvLly8UfuVKpeJ3kfuEbUMikjz/5czOMSQsFWFLsWjZNjD+/Odhe20Xrdt4mgQiIbQQYa5QDWg4f/sx5HagQbt/zje9n3sLWdXsAZOBUEARvTgb3/uq3iWW4uNv2efF8My+fR34kEiXkKWcWcQDxk5D/CSyvxZAlVOMI1qXwoCiRH0KRjm0iJTktGLASlG5sbF1CrPPB6tIkZN26xLpEXu/Y8jFf/ruOVP5wmWfDxzTNVs3SxMqRfKIJyiGxnFinHGXFrNNYqhAcpn5wLoFNMneiHVu3uqQHM9/k48M5abONAQtr0dH/+oF/3bhlfGvmX2zJeeNd30C/82U1d6a/kbx2EgyFLHmxWJ2AWe9dcbgRn0txThD9zfLlywcHB1esWJHPYkxEor8xxoiDpvj0iGoHgDh6yttarSarBjJjVq1W83WmvIXBWnvkkUcODAw453wi4/QkMfuEhFrrZrMpzyfWWnEi9lXEvc+NhM4ceuihEgLmvaRnf6le/ptFJN34Jq9+lBeeiIeHh72HeV9fn9Cuv4KRxfsVi8X+/v5yuVyr1fKhgMiUlvuJb5wCjl977iQQMoyNndXksriV1GxCVhY3zE7cc7PV7fbIeYFkf+13FyMSxUCmsDDSYhgSxYNN4ALHNrT4zKprtelYF3OWaJHZcVpm6QCKn2LOctjDJsBWi5POWhcDoJ087e0okp9eFgCZ3OeN31v3d1xlu3mW7GKozEwkViytWWlWBno2LpDBzD4OP3MJSneWjoth0hw2xkExKTgrkV25kp7zOKOLf0y3q6TbueqaX2BXx/vW+2cCYMCIgQng+NUbZCFYLHyz49hmB8wGMJK/eOXp5yQAHIyyYi60lpJE/9uHPjK+bcI6zpcpEEcZr7rYqfhSTY1GwznnY4iETpDT0/vsf8Vi0aOPBD0xs/fM9Z6X1WqVs1TI0gMRVatVUY14/xufLE1UQUQ0NjZWLpcpF2bFzJLSRrDGB0D5gPYkSUqlkj+Hy5Ytk88HBgYk14kYxUQklY4xZmxszC92yALURb1EPiVgj28WhezaPiU/p/zYw8PD9Xr9W9/61vLly0UNY62t1WpHH3301NQUsiteKVWv1xuNRhRFohUMw3DFihXeW16uxf3ONxM78E32SEmcOkw6051vepKJwA3P45uItQWcIbiEKDCwHYuTVn11UfANgG58I5f9nnUpj555F8idnc7d4xtk96nYiwRu5vINM/OsiWfW5XnOeZUcfZKUh1gx2SyMfed8k/fkzbeuV0kX6dbPLg52t/o/2PhmdqpjAHj9jU0MaOPyfONLS3Iug/M8Qba6S4o/ZFB+1FFHbdu2zbv3+rGNjo76KZ2I+vv781iDzL4TBMG73/3uVqvFzF53AqDT6fgQp1qtJjglK8XIyEgURYJco6OjstmSJUtkTQEwOTkpO8qXUEDmO+xrmM/MzDSyKHSRvClNkg2Ojo5WKpU///M/X7FihTgSDQ4OHnPMMdKtLHAp2PX4ZlHILvhGfsh2uy3g3Gg0tNZxHL/rXe8SteHQ0JDkl0R2MyxdunR4eFicxQA0Gg3RNCqlRJEjVth5Gvu3J3vCN59Yc47wjZWsG4TUwZPTedyBLJyB88r82XQaOz5z56TbfNF14l8g6bbfvS15vrHWer4JWGnAWHI2NtSJYSYdjlt1tbGBIzWXb/aFf/FuSxe+8Q++C7mr3DHuGd8wS7iQNbDCN7PXOxERzfrnducbmss3ErbfjW+6jbPb9dl18Hukr9qN/g8yvrHaWe3AYEa7HTAQxUoblz9eyvmHdTufku2GM/gAIPn3hDk4F11LRFL20merd7nSVPmbRdDE5z/zx+LdgfP0T7niUP4t5VYNCXxJz14WeDUvMY9wkoce7w/EzPIn2SwIAlH5UK68uXfikad3vwF6+ptFJLuuPyU/p4COXMTOuaGhocMOO0z+VCwWh4aGvAZe7JT+MioWi15pmX/qletvgeaU3c7v5/kmAhwp4ZsUX3LzeNpDF77pvt7vXdnd/e4ur+yudNPfdKASwFgyFCvuBNDbHI5ddZV1MXH6oMb7MD58t6W7fWqP9TecKdV3JCR/jHvAN/J1UXsY8TeGZZeWGSIiIoEb7XwO5Zwy0h9u5kajGXK1ixpgh8w9+UCpA14ONr5hB6sdWWZGHCtixInmucZQZBehzNs7Fc8BO3q0KKVENUI5NQ+yy9t/QpmmxHOSj0fxXgq+W6+8EaEsiR/nQMqzTj73rEcozmKvaG7xc3nhExDz3OrofqminF7HI04+cbPsZXbXPb5ZFPIn6zPkOTd/tSVJ4u2dAKy1gvn5TEqee7zzuag05UJfoDllT/jmuNVnTwAxQKyZLBPSp9v8c6rM7F3sU93X+90TzLpQzH4duVlsnizUfhdOfFhNyjcCgiEpDVjHjhLFnTb0VsJHVl3pKGH4gh5p5t/9yDddO+/ON3lXsz0T0Znnp1Q/jN3XZ2SRTWCSiK+UbyjjG0tkvR/urL9wdj3PO17hG2bHDEc9vtlHslB8I5eL1Zl+FGDAWOK5fIPMEafrXS2jykp/y8bzJm1v30GmtpEZ3us55BO/O2RJkP1bH2AoxzXP+LvjT0NZOYh8J/5+lO9KFsH8wfoN4jgWoxhysIWdpZyVB3W/0s07FqDHN4tE/qR9CnOzN8qF5QlXmMZfQEEQ5CtrevEb5B3pF2hO2XO+SeRiYMcEDSsxs2mVG8jT627733Qb5a63z5PKrrdfqP0ulGR78YeQmj8UaUrDm7VDGMJsJXx09VWclkIEGJyGLu/T/MXzZB5W5k4cdso3+d/obe7Xa9Hn7Xb3+CZ1e5GrlqUctGbDjsTkSmQpjTBSDopYEav8Je1/DjleiIkKTmpHzN448/hmzxRNOzmABeqn+/k5qPgmNU45ANDaMqCNU3pWdeEvOcrKXna7r3N3905SfnvtSx5K/MMtZR7KfsLPZ6PJM4pIfr1wuXyAsqUsN3m8mLe+7KgQzQOW19z4P/mv5ylHjjGfO2de58yzaQ97fLM4ZNf2KefLpQLImSTz17FskFcneqL3GyC7sj3F71++Wbnqy9l1acEODA2rM76B5xvKx5zOeWxdADTIzVzk06DtKd/suv99INkO0yXTOZPd0oYRJXDbCceuOuD4xp/2+Xvpwjd5n8q3Lzt2tbvLvYSYc1bvwTBpckoiAXOATtBpS/lGe8TJ8cocvpGLvsc3+0YWim+cIdHfSHJI4RvOvjjvqLspg4nIO//6EgrIsvzlccF771LmmOJVLH42E/2HJ6R8Ohm5mzyLYO4DcP6tf9jOF4Xw5yRPM77D/CKVn2l3PPnzrgH/Rc6BnaecFOx6fLMoZNf5b/zVkJ/W89GtyP3w/srGXB8FzvntY2eeYm9P3jbfgMBIYDWsyfMN7YpvuonrIrvmj7fON7u73wU4wW9ZmHl2/XM2VQeQAWIFN8lYufrq7EweKHwj6vGdIE4XvvHf2ktD2t3l3s3JoiNsskd8Q0gNXDAMY+Gk8GePb/aNLKD/DRggWEuQlwxHs9/1BLNrxJHtfd6XHWcSuQXyQVJEJHlf/czjB8+55978izwquVzmzPzrec/S876FuR4Rfngej/y38pqk/DHudJLcUV+FTLGUvenxzWKQXetvFoPsJt8gUMDKUy+eYCRQ4CTNQw9n4bK8sg7kmOXrb2n6m7fZ0NBQ/mZwzpXL5Xl+qXJb+nxZzjmJNfMPSXKDdTodl5Wdky/K3CR5Hfxmo6Oj8texsTGZaySb5zwN3LzXe1HYMLOTaYi1A8YdPvj5r+QWlDnuTd34pkvwTteW9mcZ+RU5hRUQkSVnXZqDzgFMCOK0fHcIpUAa0Fa+EhtjFLAdOPGMCxXS1XLfSLZCOGs1s4MN4RTY5VLYMcFRApZjdQlcDDYaNAUQa+sSgJyxIBZ2IROBFawCkYWLoNvoMEJwAFhyykYRHEBkSQXUaaOTFmcggGG1AUirMF8uaod2YAkTgFj+5fhmjl1ycfKNAzoAUr45bV2C1H6KnI4kjuN567d/iPKqdJlYmDkfZyQv5hGDfB5FUb42Ql49c+Ccz70ks0fX45tFIT2+eft8M++ulgxREmLgnPMcIxtLeKSHlXq97hmlUCjMg4+ZmZmxsTHJpDk4OOiLwGmtjzjiCNHZdjodyUEuFd0lsyIAKdguSTk9bM179NmLslB8k4OXbo/6+eYDoaUKkyQxsiCGlSLbopQz4IRsZG2iAgYcENiWRZsx41wny8ASE5ECtjGOX3NBBIbdF/qwzGVYfqOMG2wMpzjHNwTHMKDQQUVAAETasSYTWTBibEvQjqFakbJAYs1Ee6tDAAcLaMAZQAMJDGMCRFNTIMvAjFYdNkqC9l1gXYjMAdyRQqbZ7fHNwspC8Q12MPS02+2hoSGvO5eAI+8NMzIy4q058uFhhx3GmWLGl9PxQd1+4pK09VJieZ5O6EA4n3tJenyzyKTHNwvLN8uXL282m3/1V3919NFHV6tVSa+5ZMmSUqlUKBR8rmd5iiqVSsIo/f39kmbKOVcqlfr7++cFQ/oMof5zyVUluTWlBxnk0NAQEfX19cmMIymwRGhuPOfelQXim3yR7beCOW5ujWpf59wZUKaHIAejEUXU6Zgvnf3ln9z7s8TAAcokgAIr6Ej4xjmngHHCCWvXJVhIu8lbPYtM1mprtZTKZGavvHFsiRXsdBBOjzu7TZZxAoIInc643TzF0xEoAUJGAmjYCGEcT2rwNjeYAAAgAElEQVToRPgmASLEseqA4EI4FSobAYnsQs3ATRLahLbjgJE4UkT+4unxzULKAvJN3oVFVDLycOUjldI9Zg88Q0ND3u03SRKp0Y1cDFHeAMTMkn2+0WjIhzLzHGjncy9Jj28WmfT45m3yTf6W9kZfqUchc4EQiXziwyMBOOcEPqQwijFGlDTMLAoY780te1dKjY2NIXs+ExOYdBWGYaPRkDoYo6OjMkNJ3ZZDDz00H7kgg3n7Ec5/WhaIb2YNTG+1EciBnYQOSTIe43RWajLbLFuOt7STS2/45nmX3vyrJ9+YiZFYGM1gIgdAeb458YwNCvuBbwBIPBqcZrLiIGMBx0Ss4SLEARgR0AE0yLkQUGDTJttxFAGhdjNBqK1SOmAkwBQhTKxrK8QEBrl4HHZzoDqSlRhAFIRM4n6jGEiUCaNEacuAY2KA5hj/enyzALJQfMOZp4sU+xseHi4Wi1JAcGRk5PDDDx8ZGZFZKD8hIIMbAMViMZ9nzw9A4MZPXzJHceZec6Cdz70kPb5ZZNLjmz3mm3lk42cErXW9Xi+Xy4ODg41GQ+qSNhqNfFIsY0yxWCwUCmLV7u/vLxaLvrbL0NCQTxFUqVQGBgbK5bIUNPU6mNHRUcGUrVu3rlixQtQ21WpVKeWTRDebTWDWlTsf6LjXf5YF4htHiaNEvGJzvrFdGxBLY8SM2CIyCA1Ci9ggUggihCEHAYIQcYRkHJgCfv785tWX3n7p7T9/tYMQmDCJ8I3822px/JoLY8i1tq+FyAEEZ5lZYrYt4NiSS+ACUFtF05EJw2TamWlAdSymAYYNo8RowMEFChxAb4T+HQgTrVABCjaw0+ymoMeRbHEwsVOJdbFmEh9VNsn0VmPgHBwhVjAk94pVFPf4ZmFlofjGP7ows4+y9nWXMNd117vQKqUkH/3IyEi5XB4dHS0Wi+VyWYinXq8fcsghUkpZinsPDQ2Vy+VyuVwoFKTy5YF2PveS9PhmkUmPb/aMb3YKN0QkEFOr1ZIkkScemUS877CYwEulkrW2UqmIplfq4krlOeec6H45K0fntTj5kMulS5fma6DWarVyuSwOOuJwI6Zxb7cSkNp3EVULxTfAbjWhG9FndIAWMMOYYUwD08AEsB3YBmwBNhHedHiDsFHhTWCjxTcfnfjshrsvuv2BCSCJHWCYU745ce3FChIwva/FORuGnTzcGIYjxTaEacE+c9In3zcyOjjWLNVLywb6Bouj/3jGFT9rh68DJpyKoIBQg8afffTy9x31vzWqJx578ro3nN4evHbuKR/9m+V/MVoqDDabY83/VKr9VWnsbw+rfPibP3zVaDzxs29/oP6fly77m09/Zv32SUj+HAsYuMB0enyzsLKA+hvJFqOUqlQqIyMjpVKpWq1KsW4JSpB+4jgWiPEGJq11kiT1ej2fmUkplS9ZgExb40ss9/yLe3xz4EqPbxaWbwBYa/v6+prNZq1Wq1arAwMDzWZzYGDApxIXnTARiSEpiiKpV+r1N0uXLkVm3hJk8X7KyFJB+JLs7XZbntWstUmSjI6OWmtFeyypPL1B3QdtzsuGvldkgfjm5FO+8tlTL/Xt30+7bNft5DUXnbzmos+svejTazZ8es2GT65en7Y1605as+FTay866YyLTlxz0SdWrV952vqPnbLu3794ycdOPfvfTr3gQ6uu/PDaWz542i3/csp1x59988x0bE3kLBQw7nDS578is8y+F2vt1NSEZPATo5HwDWwHehr09Gc/88+DQ+VCeXRgoFCtlovDY0uG3/0P/7JyfHvMDDYaHMJsvv7Sz40W//fDDn1/7W8+slEnU2r76o//y1F//t/eO1I/tLBsqPCf+0qH/EVp5P/qe/ct339aKVxzzhnvWfJny0qVo9/7t6+Nb9dAROhYEzFpoMc3CysL6H/j0/jK9kEQFItFzkouJEkyLzneyMhIPthTNrbW+okFudrJlJX4lrI83uP4QDufe0l6fLPIpMc3b5NvaK4AcM6JkdunvSEi8YbhrLidTBylUkm+Is9VpVJJFMWjo6PeU6evr08ca/r7+4eHh2WKcc7J/CJTlZiixMoueubR0VGxkeXnNczNabR3ZYH4JvYGJyB5C82HF6msJUCM2crU4oeT+iAzErIKaANTwO+ncemdv/3CtT/+1atRayYhlzClfHPi2osTgNSu3LD20ol0zk1MbJuFG8ne4jK+CV8++RMnDtT+4evfebIDOMz86tHbKvX/sqT/5Asv/VkMRDRu8UYSbv7H9/79Rz9w0lnnfPHQcvGmH/6gA2ht4WK7/fk1J/1tbXjlnd97qIPJSTwT4/dh+7X/9a5/O/7dq9ee/6nB5l99577bp9R2DauBjunxzcLLQvGNzA/FYrFWq1UqleXLlx955JGVSkWiLwcHB0XRi6wsFDNLiUBmds719/fLZOXN6ACUUv39/YODg0cccYSYqADU63U/sJ59CkCPbw5EOej4hqCAlaefu50Ry8XAjgndtu92u1IXWb58+djY2ODg4NKlS+v1uhitC4VCoVAQ4KAsBTgz12q1KIqEh8TLWHZkrfU6Hl8BTtRCsnetdbValUer/OQi3fqACNkg70i4j+AGgFNEtADxU7s9XRKy2mHev9habbPAcU2c7g+wwLRGBGwL8a0fPrPm/JvuuPexbQ4T0o0LwAiZtjNOWHNRjDTt/T4WZp6ZmZHzY5gMw3jnYttC8uLalR/4i8oHb/zZxiAmA2352Z/eec6RA//r2A+tesHgDQD85MZf3zpQ+pdzL//l+K+/8a7Cf/74aVduBDRi8LSZmTrrX/71fzQ+dNkvn26T3uQmYZ6Y+vk3/vvoB8++9EdvPnN5ofhnx526fgKYtFuATWSdIcSABQMGiMEKsA5Q+QXgwJDFzjfdhB3gLNjEwHbGx0//UgQwWTDYETh9nmGgb6DfMdVqtXxuCPEglomlWq36XPPDw8OymYRcyWOYn1gkHsIYkyRJo9GQpzVfPMHnzTtATunekB7fLDLp8Q3YMS8Y3yBnpUYurThnViGvHNZaiy0JwKGHHuo1McYYecCSiUO+JW49Mr/4MAfKcnmNjIzIE1u5XBZf49HRUfFKFkuZlAmTTvJle/eiHEh845yRX9e7sGhAMSdEMfDAY8+vu/S262/7xaaZ1HEngj1w+CZbQgzDGCZNnOObDuKnzzjh/YeM/es19z+nSO7cjebNh95fO6645F2/fHHLdhCS31x1wcr+5j9+76kZbHn0fx5xWN/Ihx7ZCgXj4nG0N5137D/818ZH19//m8giABD/7M6z/ukvV3zkgafbassPjjlm2fL63z8/gRCBw+YkiRwQSZUraHACip0zhnt8s+eyu3wDAsiBs/zFq74cA0w2iWIwVJwaofoG+iVesFqtUlZQs1ar5cOmxH4tShpkJQWTJPEWcJnEmHlgYMCrqCWwXKaUfBJwmpcH/J0lPb5ZZHKw8s05b5NvuIv44G2tdV5ZIs9DPomWMMrg4KDMFCtWrPB9ElG1Ws3HfvvcXCMjI15nU6lU/PaYWwy1Uqnk5698xbh9N/UcGHzjEYdoNnWOBTRx7FxozHmXX3/Fjd964vdbNMMCQWyNSwjBgcM3qW8Ea2Kt2Whyhsk5wzZmHSB5bNUJx/z3sfdfdv9vEyBWie78Aclr7x05vjLw/od//1LbRK03fva+Y/7Hu/515QuAmfj9qpM/XGh86Kv3PKsApybBb577sSP+z5ETrnjshU4AFWP6D9evHPuzv/7wmtc6sJOPrzrtxELj72/9wTMhjMEMkXWEhKwWRRhrJiV8Y3p8s6eyh3wDm+cbKaVnlJZEBrVabaAwmEb1M0t6LR+vgOxJbHBwMEkSmYJ8eSlkGSgkw5awUbPZFKuWWNgFgMrlsq8G0+ObHt8cWNLjG7BhRuaekV2+WTa53eUboRChDUmEJQ83Yn6SNKAyrYRhKL7DorORqMtisVgsFpvNpswXomsZHh4+9NBDh4eHgyDwI5H8fshVRfEZdPKhDbJ9HMfypLVjddy9JQcA33jEIbK+EwI7Jk0usSbS6umNG7cFkQYMQUt6XjbQ7QOKbwAAEbESvtHEzhk2CesIeG7VJ9/1X4ePvvqXj2vRDuqNePmh0b8+vnbkB8fDFrvWD29eP1b6v/tq9cPf9a7q0F/2L/uLQvnvVn7u4g4QxdPQT531of7/44jPXv7QGzpxcOa3P7jsbwf/058XVwwe9df1gf9n6aGH9Jf+34996pwOoeMCKStuYAkmU4eRgKPr8c2eym7zDcuxWQVMAsetPjtByjc6UcXBQhqbOdI0zg4WC8IlfmZgZrFrSyCCJJLwBiyttbVWZgz/uWxcrVYlWzoA59ySJUskacXBADfo8c2ik4OObxhSXzPjGy2esAvFN0IbXnPDmUbHi3ccplyR23zFWvmT36NnFFHJ+MovogHyZOP/937EwlVE5HU53oK2L2T/8Y2Hm3yTn1LOgCVnyWlymtzWYJuGtaBOEMkSbdohHB04fJMde0Aca1YZ3zg2mnVs2r877bh3/7f6MTc8/EQ7iZIk+f/Ze88oSa4q3/fzW+t9nVlvvfvuu2+Gi1rdZbLSZ5bpFsJemLlcZu4M4zADsgghnKRWS8IJIY8MViCDEUYGkMEJAcIMRoAMAxIySMjQrrpcZoY5Zu/9fx925Kno6qqWWirbHf91Vq/orMyIyIjIE7/YFv6x71zzvr9s/+0xbzitgxnbffqD7zjpmNKm2vDIXw9vqbeGXvqybSObx7Zue91THRgA6T3nHV/6y5edfukdfwR2wzzxnjedtHVgqP7Sl/6/pRdvG6u8bNvLS0OjzYnXPDllEiD2KbNnMQwnyBL4lW9Q8M3z1XLxDTk/fzKAar129JbN4dToc9Tw8DD3a2vpA5iIVKvVRqPxohe9SOt1jYyMKAxpqM3AwIA6zfMVSnWdY2NjIQSw4JuCb9aXCr6BWBGZr/4vEJlPBzlUvgnRLRqFB8y3Vc9XDQ4kFPxH3vuQhKmViwOLqEe80+nof4OnKZ80Hlabr6ceTM2hix72L7i+glojvlkUbvQCEPbSN+eQeL08CEnKPUtxFi/LAAF2HcUX99VlRMo3TkAk4rwYA9rzgbf//VETr7n2B79MU+s87vnVza8e+3/+z9bLz/zsjZHsNPse3lYZf1n7JXN/3kNgDzPX2bf9pJMnqrXrb/vZHCDu3h3HN/7vsTde950nQb+J9vywOvyPr37lcQ8/9YRBLLCzkzOnnXxyszX6uZvvjoCInXeGKCJOfb+NlWVh9vqosK7ucIct3yzhnyLnbWogmcO60+syxJHXOSQ8TYXnIn0ljuNFW/DqVBOex/KFuNT/Htr3Hglwg4JvNpyOeL5JIVaEDpVvDiLul4jIhxsDEJGQxJSfC5xz6rdShazysAbkQvwkV71menoa/YadYT+DMTlsVN+vU5L008VXXGvNNwvzlucDqrLM/35n8iyVylPqnPHcn3dWmG8O9YoCOoKeQ8Y3zIAnWI/oyfed8Df/19HNo7f97bFjLx0be+Xmyn8da//1K9962qMdQJ76zhcuG9p87Iknvw+COXIRzQLJD774yZdXX/w3bznz0RjAn8497W/+W2nbN+76nev++M5br3xx7U1vfudVJBCYRHoQvvXGq5vNob/7t9P/3IOm5YjvEqceohn4fb6x6wQXgg5zvjkgvlj9U8707cFAYlKSbCLSb5pPgEDOWtztdsMclSSJPmLpzOOcC9VBw0yC/uRW8A2Agm/Wo448vuEc3/BK8E22WzmsCfMCDsjQznuv8sEx4dkoeJeCASb/wbwlJmRy5l1XqgUbXY05aL3xDS98hcR7duIzYz6DCJ7Aml21rvjGORf4RlPEmQEnsJ47j33ghNcMj77iv5W3NQbag0MvOaq26Y7v3dT1SAHwk+e89bX10X+5+a4H90V2H2DRdWbf3ntuf9nwX/73ib+/fxZe/vT2t7xyuFL/1p0/AX53ynH/+780/+3qb/9eCFFvNkHPJp0/3P/dozf9RXnsHx+dRCQszoO7elq1yFB/Wi/sN89Ty5gf7ow1SZrND94JkFqD/jNSgBvt3sC5clzIhdogN3HpfLLALYV+7kJ4ElsnR3JFVfDNBtMRxzeMBDhu+xV7BBEgYC/TBCfzMQScXU0C8HzccTEWHUv9AWQFcJLxDYP2Mf7t7Mu1W2TgjxAFvHzxN8sknbTFZvX9zrnAQD0CayM9CHpXDukq3nvINKjDZMjDEgwjFo7gYRiJcXE3TTqJjyLYDngKTOQ8pc73LHUsdYxEVoyDBzyLdT5JbZLaJPXOCRPAAhJL6BJmSOaYDDuIg4N38B7EcAwnsFnpwXV2k9vofJPbN71D+ux5QLKbZQrsYpxwzgVzDGYPhkmsUNZ2nsQmpseweeLPBd0T76/80QiUg34OhIikaRpIKFip1fkVnq/yJJQ3JC+gKORyI5ArPbrgYSxvbw7Ledd8/qEOOYBbidNa8M0G0xHHN7KAb+BlWub5hvuF37j//7VniPU8pG/xWjAKvlnm3ekr3IoUcSCz4EjYMmd8k0BiELzAWjKxdZHhJIWPIV0REWKxxLGXnpeeRexgHTyLJTaeUkfWkTXkNRGdBQxHiEjmSDpMKfuCb5Zfy8U33jqwCPVRJjs7fgHfELmD843GHedTJRYkNKhdWf1WwMLjiRzlBBZZ0IE8lLRAjngCAOkOhE+hb8lWllLDUn4NKi3AoaRV8E2hI5FvUuCE7R+dFGjXOM+zAs8QBjGsIFWnFYTAaw8Q63wsGc9b8M2y71FO4YYE9CApxDGD+qCRQF2c3lPqJWVYAjuBzX7WHnCMmBA5GAfrIcSG2LBY/dU4Yc0vY1HPXULSUb4Rgng44T7f6GZdwTcvRMtmvxEAbE3ivQXYsyPxAtbfnf7ingvfSL+wVj6IkHN5nXnnlPSzzUNcTt4jrwqROvrfADoh2HnB+9E3zHC/qV/Y9IJVKXgtYJ2CbwoBRzbf6A+CaE6Q3R0YqSAWxEAKcfn6foUWVz+AZsEo+GbltN/hFwuxAqe46YSdsIU6kbwVQzACp65Wzu4IDDhGykgdjIN3wgo3AqdxaB6iiNPnG8OIiGOmVIiFoBvy2VPBfJj2mp2vJXTE8Q28d8Y7470VIQF7JgEOlW/QL3SuFKLLyhBEZIwJeLEgXyE4sIIWxB2GghciEmKWw4Y0dVRfl36SaTAjBcxCH2vyVqV8/Z4VOq3zqy34ZkPoyOMbNsAJ2y/dx4gBCIi6AAq+eZ4q+GaNNe+GyDLehZ0gBVt4A+UbC6GsP2f2Ec9ICYmDteIMce7cZXyjQzTyWiyLYTHCRtgKe22D5TMznp7Qgm+ev5aPb5xJe1nRRSEBjPUL+CY0LWH2B+EbXdA+wcgZSILnKLTJC8UstOcM+r1llFHUl6pdrpQ8arWariFU0NCFXq+n+zA+Pq6vaJV2Zm42mwo3SZIEJCIirU/Y6/XGxsb0I8aYlTut86st+GZD6MjjG2+AE7dfvI+R6Pf1EYCl/FPFOPgo/FOrtDtLHAfJXboMy3AkzAwLVvuNl5Q4ZfZZeD1DqVTDdbSgjqH5G6f+ahRuQuE+BrFYFitshA3EKgr5bOuSO6HrAheCjjy+Mc5qPJZnZgGsE2KE353yjff24Hyj/BFF0datW2u12sjIiP47NDSkdf9CFa5qtdput0dHR8vl8sTExODg4Pj4eK1WK5VKlUqlWq2G9KvR0VHlHm1m3mq1Go2Gds2r1WpRFAUbz/DwMIA4jlutlraMcM5p0WT03WT65rD+oaEh9I1DWue94JtCRyDfOANZyDcS3u3783h2P1hzgFjno4gvXh3lbz/5133WIoHUHsNimD1neX9EYr2kXlISn50xBjMr3zCs7/fsDPabPN+o/SZDKGZmL6z1buKCb5ZXy8U3zs0BJk06gAfQ7cV6BnMOKf9c+CafoMT9yn4Ams2mRvgqqWjRUc2lqtfrxpixsTFm3rJli75f3xCqrgMIbTvz9S9GR0f1r1EU1ev1ELNcq9U0yifwlr5fCUaJR71Xo6Oj2lCi1+u1Wq2CbwoBRyTfOMiJ2y+eUr5hiE9yfMNZ5iSxxlGuOUCs87FU4HHBN8urBXeg8HoW9qIhwIhYjKK57r/AsRgvqYPP0gJJH3+zeZayUBtkWL9//I0TzvhGkOObGOjN840gMwkVfPMCtHz2m6TX2/fud7290axs2bKlPTp+2+3fMVaeB9+ojSQUPiaiYEFBzvekzqlALY1GQz1Z5XJZgUOJRGlJzS3tdntoaEitQWNjYwAGBgbQD6DRhp2tVqterw8ODrZarWq12mw2t2zZon2yAu6Uy+UQfaz7liTJxMREqGRY8M2RriOObxzg8fZTL5qOEAtSDx8DMUj6A/sNL8V4XoMggPNwHnOxj4E/J3j7h66wLvKUhnlHRC0Hdj3yjViBS2F2C07c8ZmOADBrtj9LiJeQHKKWWs+hahW+8RJjcW10vllSDA0oN8Auh+PP+nAMQEh8F5K++12nPvDAfQBS4xLnCYhMmk1oTNIPpul2u5xLiQrHRJeDCUedPood0g/NQT9uRjtuEpGaarZs2aKGmU6nMzY2FpCoUqkMDg7qssKQrrxWq1lr1eKiCBUakjvn1JZTqVTywc7KN+rbCkamzZs3A2i1WtZa/Xbcr6GwjCe34JsNpiONbyzQA0553+XvvPjqfzljx3Fn7XjHOe9/x3s/cNKOq07acdVJO644accVJ+34aDbOvvTEsy4rxkHH5YuOt7zn/OPP+MjJZ1307vM+9sb3fPj1777gpAs//7rTLy/4Znl1qByz0lr5b1zwDYDF+UbYg3o2mT311OMf+O2vARaAgLkeEZA464SjJDZuPiUqVNVDn2/CsvqkAkAonTCzVj1Wuw6AbrdrrR0YGGg2m2NjY81ms16vDw8Pb926lZnjOJY+EjUaDV2nhtdoZnir1dLoY+knluetRKOjo8w8ODioH9TefAo3YZfUP7V169ZKpRLq8Ug/rrngmyNaRxrfzCHpAE9ZPGrlKdA+8Cywz8hOwcIB7MQBLxbjuY0pYB+wh2UG2Ac8aulR4HHA+ZjYyP58g+XsH75M2iB8s5TWH5cslwq+AZDxjbBVvjlhx/nKNzaZBUdvfevr22PDpZEtzdb45JQhhmUiwJBnyNjEeKj2q3Cw6HFot9ulUqnZbFYqFY0XrlarCi7lcrnVaiFXsaZerwMIeePe+3a7ne8r7Jxrt9ua+F2r1SqVSrlcHh0d1Ugd5RUlp3K5LCKKJiMjIwpG3O+EFVbIzO12W1+x1tZqtZCIzv0A5IJvjnQdaXwDuMh4C3QZKdDjKDKpd7Bw/WEsjEXSH6YYz2NEiCySFHMdO2kRpTD7EO3i2FPCEgqrF3xT6FBV8A2A/fhmt8eJZ38kBpgcYICEeLaX7ATMjTfd8revfePcHAiY6XY0LqsXRxrIohYUNeEceBCCaUcpoVKpKH+EKjihu4L+dWBgoNFolMvlwcHB0dHRo48+GjkWCUYX9TrptuI4PvbYY40xL37xi8N2NRZH31AqlQCUy+V8x2JVkiSaHK7kFFKukEuwylunlkUF32wwHXF8ww6JFwOxLD4hOwdjsw6BOrLIWcqGoBjPYzjjIQAx0lhsIs7GiTEexKn0y7CIZLk8Bd8Ues4q+AbAfnyzhzK+IW/T3lzSmwJ6jI5xs7/45a/+7Y2n7Nkr2k1sttcVIErier3ebrfTNA29zA7kAD0moepMrVbT15Uh8lHDSZIoMOXbbWrgMAAiUnPRpk2bdLXVajW8WTHo2GOP7XQ66n7SWBz0w3SMMeqx0pVourhuXcvkvOQlL4njWPPDwy7p+V3wvV74WS74ZoPpSOMbZ2MI+l2jEyCBKNaES3D/sdR0WoxFD1d/MGv22fzb9DBrqI2euYJvCh26Cr4BkPENkzHAXsZJ51wQA94ZCEN8tzsJJCzJlR+76h3vOoMEhrwWNPJMjjwzb968OUDAgXwTKu+h74RSEFGDTcj31np9zrnR0dFqtTowMLBt27ZNmzaNjIy02+2AO/rmiYkJJZtyuTwyMlKpVFqt1sTERJIkan1RlUoltQxpsHCaplu3bk2SREQCxACI43jTpk16Eo0xo6Oj4VsMDw8v6pwq+OaI05HGN/ojJwYA6+e89Jx2nwJyec+aAzRfzrUYS4/F06d8RjMOYoFUYAnegwu+KfTCVPANgIV8c/K5F8aAs6mNk0cf+sPQ4JZWu1YaGfiH1//vvTOTHpI4S0DqHQk7yspM5+sLH2jnYOa8kWZiYkKDdUJgsr5ZF7z3WhEnHExdYXBmdTqdWq2mx7xarYbODGpDGh8f15I2IdM7oIxG5Ghccyh4o3uu0Tm6k1ofWT/SarXClyr45ojWkcc38P3aK5AYSASghdeZXow+3IkLLa3F7zdeL6Ss0L8DO2Q/Z1fwTaEXoIJvACzJN2CIZQiIBODURgTjETvhyKROmIQZWW/LUEZvAd/w/s2eqtVqqVQqlUrSrxqsXaIAaFm/arXaaDRardbQ0FC5XG40GhpBXKlUtNyfHl4FEZWadohIs66MMWEHdG36/vDZRqPRbrfr9XqIjFYq6nQ6wcikGeO1Wm1wcDAYpfJn9oXH4hR8s8F0pPHNOpnOCvUZs9+vap3xDYGdjwFvgb0eJ5xz0azozceCUmELcdrfJxvFdbUuxZzRTwJMMk4468IUEJduFL7J7Vv20NX/vQDiBDYFdhKOP/vCOZ2zxZJPtZEwOU/eChvnug6wgGVx5L33TE7Yg8lTRJwSOeZ+5XEw4BV6kLPl6H7mS8uEXPHwzuCQ0o4KwT4UrDVq4wkNOEP2VohTDmYh3aKaZ8LmgsJZ4yUkS+gFnqaCbzaYCr4ptEZa13xj2HpKAB8RZoHjdlwwTUjICdu+YY+JnD4Ney6uq/Ur7wyAHmEv4a1nnG8AiD9s+QaeyVlglZAAACAASURBVGWTuCdhC6REc0vxDXG8KN/ouhb0Btf/qgVFRNRRhT7ZBDuKFvoLf2XmmZkZ9NlI/wpgenoaOZ+RWne89yGOGIDG9+T3YSlweY56gaep4JsNpoJvCq2R1jXfEAB4wMWO54ATd1wY6+3BGSJnbZokkXMGgAAhoKG4rtabiNQbjTmLScbx2y8wANvkcOUbIWYvGtHPnphSka6nqcA3nomIDsI32gqe+30P0DfGhF3VysLasQGYbycuImqPyX8vNdigjy9aCjn/NoUe7Qq+wK4TVhIq3wQ961kr+KYQUPBNoTXTBuAbspEH9jq840OX7ey6JLsLQLts6bcgcs4VcTnrVM45gKMoMsBuh1M/cHnEgDeHK9+Qg7dCDuyFvCWKiGc9TSrfOIHyjbDP803WkzVDHBK4EKub7Z73SjkLLDr5QxcMNkoqSjah4p/2olKFsBhrrW4oVALMZzypIWfBFvPbXf2zVvDNBlPBN4XWSOuabwSAd+IjD5q08tmv3fnTe/8gQGTJiqaGQQAiZ0wCWal+foVeuKxJkiQxwC8fm7zwszd13OHsnyLnM3TRZpqUEs2xzGgMvxNtIczCHkJgYsn1nM8Qh3T92oEhUAtyFKJQEmJx8nYX5FKr0A+jUfOMFsIJAcK9Xk//qq8Eg5CuWbEmYFC+Ts8anq+CbzaYCr4ptEZa33wjEOchppPMRcCDuzvXfuW2mRljAQtEliJjGcLsyadA4Z9av7ImAbBrNrn21rvvuu9xc1jHFwsbwGtXd2TBNCmQuH7iYtbsPSt2ugjfMHuW+TrFAKy1wbuU32elk2CnkVySlPTDijWARkQWNLoK2JQkSYhQDpsLKwzGG20sFTLDV+AMPCcVfLPBVPBNoTXSuuYbMNg6IOnZ2QjYx/jyrd+/9et3TaVsAAvEjhkCsLAFCvvNOpX3HkLT09M/+Pm9t9x93zMJDJD25g5XviGeBRJhK9Qv6uUJ4KX4RpAK7IF8o5aYPXv2YP+yMfr65OQkgCRJFFNC4neItkEujlhbbOoHw4th5UowIQoHADOrMyswUKizHM7aMh/956yCbzaYCr4ptEZa13zDHvDMds5LPO39HJAI7rrz51+5/buP/HnS6t2CiciRTwu+Wbey1po0vvXWW2+643t7CdNAjw5n/5Sxu1nmvO85mwqBPZxh9mIX5RvyyjcitIBvAMRxPDY2pi2lxsbGhoaGKpWKNpbSlgi658w8Njam+VMTExOaMa5/6na7IdlKLTTlcllzyI0x2iACfWbKp001m01dfxRF3nvtV7UeTlPBNxtMG55v2BnwJOOEsy6O9XmaALBRfzNEEScrMSf2WddXaLW0P9949pB9gjefcUn2DOgBd8DjmvTHSu/cErr7ngc/du1X7vzJL7qOjJCWhRUAjrTkGoRBFmQhFmINkICNiNPdDpUj+0nmEOrHKzOE9/ty4csuPRHK/iNUlZYD/pSNQ7xPHLjmg6380I+zUK6snIAY/crXTOJJfNisLsdAChhArWgctpnG8Bbiha0Vl8InkAjyvZ8/dPlnb7zzp/dawBC6UQ/wzkaL783a6ZDr+wnAIohTpPuA4874aAqAZ3yaALPO6BX2pKBDgtkOG+sFzskc4Kxhve6YUhEtUdNvuJfjGxHZvHlz2GCIgEnTVNssoB81PDg4CMBaG9oslEqliYkJbT8ePqidpNRg471vNputVmtwcHB8fDzUG9QrU4sXh3AfLXysawixPovGHa+0Cr7ZYDpc+cZBHMTn+SaroltonYil/2vfj2/OvCh7MHRryTeyhCLgzz3z5Tt++qHLvvjdn/5hxmGGuANL6MV+OnFTAiNwLJbIAXAOImGXmdiwGEFqWSxnbdAyaBB4z4o589+PBSx5CFi4n4vxx0HG8+Mb/SzxsyPOoR/orACxUHaiw3pEEHKEmaFxF8Z668g7ZJ1W+uWLCcbDxt4mQArMEr7/6ycu+vQ3vnjrd/80OWeArmNDnJ0Fny6xN2um5eIbwJDfDUFnzgj29tJdM3NZOLyXVBABjgkmFgiYUpa+c2p/vlFrSrPZLJVKw8PDzWaz3W6Pjo5WKpVqtdpsNkOClf610WhUq9VarTYwMEBE27Zt0/Bk7aigxph6vY5+sLAuq6XnqKOOQi4JXD9ijDn66KO1OHKz2azX60NDQ+12W9+jK199FXyzwXT48Q17KN94kM95qTKTbKH1ov35hthBpoB/P+Oi7EfsASJmv/BmvCp8s5R6QARMpvjPJ90t33/wnMs/d+kXb34iSaaZ1LTQY+qR9QCBrTfZ3non7NW5YCVNfGQFiYemYhmCBksQg/oV9LNplEWID8I3C/Al+GWXnW/mPb668mBx2n8cqiAObMSl8GaeVgBnxVnxrm8R8yAPJsClIAv2YAYLnPaTwy6LKaAD/KmDG771ix2XXH/1jT/5w27snJtKIRYwQhQunPXnRVwuvmGaBCbjrn/bidubo5sGSn/1ntM/FKVEDIGLzCRxCsn4BnDEKbFhZuUb0SsEWWeGbdu26da63a70mzMQUbDTqMVFicRaq30V0jQdGRlR60ulUuF+z0tNGm+1Wgo31WpVREqlUv5rlctldVGpTUh3Y2hoaEG7K+yf2LVqKvhmg+mw5BsRYr2GkA/EOYRpvdBKS+Oisl+7WIh3kGnguNMvMgCEQMiqla0nKiUgsZIIImCGMenxgweeeN+Vnzvn8ltv/+lTO2NEwByjS5KADIxgmnjauRnrIu8tE4TBHgCc04wS9s6ISyGeXWyZnPBCVjgI3/TBQsHoWcfz4JtFV74039ChDdsTG4tPQKkaWYU9+Xk/svRr8PdfiIAInHhKHFnLpJVdno5x5692XfyZ2z505Q23fO9nT81EKZAAHknHzjgkBO85JOOsoytKtXz2m2eInr7sok9/6mO3dKPdgiS1mf0mdb1euhdwJiX1T3kXe+7O1/ebtxwyAOecNuIOpWsCWwRqUQ0PD9dqtfHx8cHBQb20hoeHq9Xq6OjoyMgIgDiOy+VyrVZrtVpaHcd7b4wZHx/XxCggKw9YLpfr9bpyUqguOD4+jgM6emL/wOfVUcE3G0wbnm/EB76JhAEmB2YvsAKXoxx5luup0Gop3LRFiEUdNRbsUvhp4Pj3XuAAYQ8Pgevzzbq5IL3NklHEGhdbIAX2Rf7hvbj+tnvefd6n3vfR6279/q8e2znT9TBACmvg1PSg3hfxEAt4D5dCPMRAElAP3IWZdsJO2EOeo5Vqrfhm6fUfGt+ADcQCTtiST61NnTPe22DYY8wvC5wRiUjUVBYBD+2eufH7P/3I1Z97z/s+/qWv/eihx6enepw4vZkYY2Y68S5CV5D0nYakvpj1puXjm6d27rxn29jfzO0DYDrRXhIkFp5E4NQ/5R0yzyic5zmSnppw8p5RZYhqtTo2NjY4OKjBxePj4+VyuVQqqenFOZckife+0Wio16lcLgMQETXwWGsHBgbQT7AyxgwNDYVrT7uCK8rkN2qtbbVa6q4qlUrlcrlSqZRKJV2Veqa0hvKynoHnpIJvNpgOP77xVpg9kGr/Z4UbDeZ0S8dVFFp1UVZpQyyLFTYJ/IzgxPde4ATwRggejsUKXHBbrN5ltYQg+yA92JRi8gmzJyAhzCSIU5ge7B/37Ln1rh9f9LHr33/h1RdcfsOdP3vs909FPYIBEo9ON0pND3DeirfkrWNrxCegBNIDIgu20OJrzymoZYGRUmNySfyC1xdYMeUQ+IYli37x+ZUvyTc5FnlOQ0iESLwjn3pniAnwQAqfwidwEZtYrC73KJ0lPD7Jd/7ysSs/d8dZF1/z4U999Za7H7j/6R7BpK5nfAR4CPs45igFAUiA1Joek9Goce/5OZHj6mq5+IbkkXvu+Vqj/PKho19VrW9pjY3cfsfPrIcnIRhCd66zb2x0m01gEmtNjzBD0mHRgs6ZCUdEQqhvqGdTr9fDcmicqfuyadMmzbSq1+tqdKnX6+o/GhkZYWbnXK/Xq9VqAIhoYGBgeHhYRKy13vtqtVqv14NVptlszh+WfjRxXmG7q4848z+fgm82hA4zvhEhb4XIQZ/xMsQRn6VTFXyzfrQf37CYBHYWOOk955Ow8o2b5xu/+oizhCIW62wWgWJTIxIZu5t4H9ARJA5ePSO75ui3j09//pZfXnb1Hede9PlLPnnT7Xf96uGnp2ZSRIyeQI0QISGox2KAlL0Reu6IE0JrlgKa5eIbRZzcqhb3T+VO6HMaDkiZY+97nhNBAsRAl2TWI9JlwdMz7p4Hn/rKHXd/9DNfftcHPvX+j37x2pt+8JP7n/zznERAJJhO0U12CyIgcb6Xmp7eENhLFrkjDAG57GZJtO4AZ7n4xvqHHn74h//6j2+P50DS+fX9Px4aPnZyHwQgGCdzLMZZadYm1H7DmGZ0WJL5KGPOwrpDy0wR6Xa7jUZD+kyj4TihmnDIigrWmrGxsXa73Wq1RkdH9SPNZnNoaGh0dBR9QqrVamNjY/pttOIfM4+MjLTb7ZGRkWq1SkSNRqPVapVKpXq9Pjo6mr9un/s1vIya//kUfLMhdDjxTY9pP76Reb5RuDEF36wbMfs833hJE9gO8LZ3n8/McOkSfLPGV2YkMMCclYjJA/OOpBRIIAnIwnHmPenqHRrY1cV9j8187a4HL7/m+9s/cuOpZ3/hg1d/6+rb7r35p4/9x6OzT6bYI9jpMQ0k5BRx1FEVuGGp/VkQQDzPMUtFGPf1HL/vovwkWDL+5lD5xgKJoEsSCWKgy9jViR/ZNfXT+/fe/J3fXvjxr7/7fZ/e8ZHPXf2lu+/6xVP3PRp1OCNCm1lkDSERxB5IHKeetOZLIr0UXY/IR17zyMFZy4LluQ6WW8vFN4LHn3rqF2/6l3dEswA6kdn7P1973L59Wf6UR0fzw8vDzaGBYfKJYErQ3Y9vSLs0SKvVajabGhBTrVYbjUa73R4YGGg0Glu3btX43ziOx8fHS6VSpVKp1+uVSkVTu7ds2YK+f0pEQoVitQDpMhFZa3U92ncTADPn205p9LHG64yNjR3YaHOVNf/zKfhmQ2ij8w0zeyAG3viOsyNgJvbOxuBEfMKkmRNZ6xWC8ZJmP+DVH+w1lGRh/IHWSjlgrNl+rvAg8SSWkDhEFj2L2MAYcSlcx3PP4p3v/QABVsxcd1aANa9YukAH3uzVZaO3aydZWZvMHyowjEQQAz2gA8wI7xOaZP+TJ6JvPrDruu89cN7133n7hZ876bzrdnzi1stv+tl3777nF/c9/Mdnpqcjiimr8mIBR/AMQn4wwROnxCmLOXAI5i/+fvch6zODBi04M0slfC9oB50dBBErqYf1sA7GwRAcwXlYxgyhYxHFSNQYEwGznD8sQoCDT3zaM9FvH45//dvOd3+089ov3/+hj3779PO+fNbFX/7Qx7722Tvu/cbPHv3VkzNPJX4amAM67Ge9XSrMWd1d+YOvR2ldXTwH0dL1/bKEJoHVmMIcnXrAGWAKOO7M8w3URDMFJK973evuu/d37PH5z331X//lTbOzHREi0lajXYC73bmtW8fzAXDZ80Zf6hhSHNFlBRcRCYlLeVDWDlP6X+ecZlQBOOaYY9I0VVjpdDqjo6OlUomZBwcHW61WsA+FLpu6RXV1qTkHfYeUMlPo85Bv6bBqKvhmg2mj8w2IwTCEU957ngFINLIwhbVwLjNNZyGSnsgt9di54mNhnm7/FkJLjLXazxU/Dvo7x7wxRgBB7FMvsA7vOPVc8oAQWOA3Et8ceIt1AstiRIyIOq0iSBfSARsg0dqxQCrY13WPPT35wB+euvknv/zs7d897zOfe+cFl5/ywUvfe/Enzv/sV6/8yjdv+PZ9X7v7wbvufepXj888MuWeSbGXsQ/oEXqEiBExYkEsSICkfxFZQmKRWKQOjrOMtCzhfKFlZ3Eg9dpvy7nIuZRZk5WMiAFSyUbCSBgxIWHMCTqCWcG0x6TDrhh/nMZ/Pm3vvr/znV/svfHOx66+8VcXXf29sy+96Z0fvP6Ucz5z8Se/cPWX7vjGXb/+2QNPP/JUtKeDiJEC0x4dUc8dezinDydiCr45ON84mgHMD3/4/fGxYwYHqq965d/u2T0FwDkDsCKOLu/ZswvgpfgmFOXTLTnnFC+QK7un1hQRUQrRSJrZ2VkRGR0d1diakP591FFHbdu2LRhgdCUjIyP62ez7eK91bkKDqkqlUi6XBwYG2u22MpPCjWLQovC9oir4ZoNpw/ONeDCmen77h6/4414b68Muw3pYzqY8fQLWG0y6RsMuNWTxsVb7udJDU9qcZF/fcHZ31L9OdnDmuZd5wAkL0Ov5Dc03HnBkPTsSrwVcPFgjiIEEEoN64AQwgBOfpNHsFLAPmAQmgV2EP3Zw3zPmPx6eu/nHj3zprv/8zK2/uOQL39xx5edP+dAVbzrzvH9+17nvv/L68z7xxUuuvfnjX/7m9bfd/dXv/fLWnzzwzZ///nePTv3+semHHp997Ono6b1+soOuRcKw/bEg0Ndg8dElRP2rMRLs7fFjO2d/+9jO/3xi5g/P9O5/bN8P7nnk9h/ed9sP7r3xWz+79sY7z//MzR+++qZzr/j8aR/8xInbLz313I+/77IbLr761k9/7ZfXf/P+W378x7se2PerJ83DM3jGYi8w5ZMpn8z4KJLEqnmJyVrbjzryQApOQAnIgZZMUy/4RvmGpOd8LELOEQRRT/ti2r6lmwG2NtWcxG53bkGg94Huy9BF/FWvepUxxjmnbKEmGedcPjRYI2a0vE232x0dHW00GtpzSt+vvif9NyRVadyxQpXaitScMzk5ecwxx+jWO53OMcccs3fv3vDBIn8KKPjm2bTR+cbDG2C39e++6PJTL7zyzWd/+M1nfeC4sz943JkXHr/9ouPOuvj4HZccd/Ylx519yVt3XPzvZ198wjkXrcl46/bFxwk7rlp8rNF+rvR42/aPvW37VSfv+OjJOy49ecelJ5512YlnXXni9qvesP20fz/7nDMv+8zbP3DJTuv2iYmAaP35p3SiynsY9cE3f7uVflo1Q4L/KHiLsjxnTgjewyU+jmxsxQXLnWMYD+PgGZ5gHZIUai/JWFDm+fjxSffIruS3T8z84vd/vuuXD9/2w/tu/PbPv3T7Tz76mZuuuOaWq677+hXX3HLhx28496Kr33XuZSeffv5xp1+g4/gzLsyP43ZcsOh425kXn7L9krefdekp2y85dcdlZ5z3yQ9fecPl13zjquu/ccHHb7j8mlu++q2f3X73/V+/69ff/unvfvngzl8/vvv3u+ae6rp9Fj1GLEgYhtFxNmJSd5uBaGJUxMbDexgjc6lMEWaBSJAyGWOcM9Y7A29ABAIskGApvjmwKk92FtbXxbOklotvUtMVOK2drdJgamY/OzsNcJrGeg3HcQ/gHBDuF9ymxy3fDnNubu7A3Q4+qeC0UkBR+Mj3DM+vGf3gmwWryjue9K/dbnfB23RDi+ZVrYIKvtlg2uh8Y+F74iLgkam53YJpYLc++zrscthJ2EnYKdl4WrCb12ZM9h/K9/bHHmAPsBOy6Fir/VzpsY+xjzEpNAm3V+we8XtY9jCmQXuAnRY7U3SASYn3mLizAfkmOB6zG60YFqO9qMIQNhE7LfwSzHsp0HWci5ZheOn7Kxni9x8WlIpPgsHPMAwjpWx0gA4wJ5hlzDI6QBfoAfsEU5gf0/2xixYfkylmCT2gC8wSZjw6WtuQMCeYE8zQfsspkBJSL15dxeKz1ijZcVEfJc1/EWJ4xxwzd0g6hITEW9bwIK8hPgIvAAu8L/jmWfhGzTOAJzYCZ0ygAQ6XrgYCqq9qKb7JNuB9sKnofxcYbwBYa8MOBSNN/phrHlYI3MnHzSjQhFz0/q5m7wnb1f8G2FLiWZPTWvDNBtNG5xsIGWM0jkVdUT0HAxC87w8Lb+ENvIFf0k+0wiOFSZAmSGMkMZJIYh0GsuhYq/1c6UHZmXIO1sE6uBScAj2OLBAZeCAy1lJsbUok65NvQjt6jeuSXPB4Ls+L+3W0+z0oxAlnV6LAC7xnY1zqyOr9mCHiLMiCHdiIj8R3wREQ7bctckyOvCXn9ZUDh9aMMSB1hxlQAheLNUjDsDC5sfj5MjAGJkbcQy9ClCDRoesM69dyNRYM1792CfACS3DaJSU79+JBDv3yP5TVNhJoreqsjQVg0EvRTTGbYM4iskgMXAq/ZBnlA+L39RSss4tnSS0X33jPIkJsnO8BxvnYOQNAj4Yab7y3enxEaCm+0bt4YBFFCsWR0CF8QZyvog/6nqa8GSZvxcnHLKtCOtUCl5OIqCcrrCq4tMJHluHQH4oKvtlg2vh8A3KeTJrVbRCGJ7BkiUjegKywFbbqo8c6GfoozwaIlxhrvYcrNQyQAF1gDpgTdAUxS+JkDkD2SEkWSCAGqdnQfAOwAzkQ9ftk6vtBHpTmmtx7iAcThD0cweuw4lIyOoJNSEvsaXywAEvVzSM2mlrfz673/eUlBptFByP20nOscTiJIGHEjrvWxbpa62LnE112PgFDDPnEwWX7RyTOkXXkad64pTFMnp1zjohEwATnYaxPrTHOaglyRiqICBEhcTCppAXfPIv9RtSI4hkRkBDHLNY5/V1x32bDACdJBOTqMe4ffxOicAK1TE1NAfDe5x1GwdwSMqECuORTwUPPcP3TgWck30zKOeecW+CWCglWYbuF/QYo+ObZtNH5Js1NDcwxkIreNvI3Gv1e0p8s1kR9w7ym53oHZ+EsiBYfa7afKyyl0HyZWyuwDI+eh7cEYgAuNZPsZ6ENxNfXLepgfLMAbtDvPuCzWw+ArHIJwMLeOyPaWrM/HKyDt0wu+KYEJPCUEpt8qwotKmzFWXEO3sHnE7/hdZHnBxG8t4QwslhvhjvIz93P29zmcchnm5/fhJpKidT7RmxIbMq2RzYB66wsIkRE5PJ9xyyMhXeAZfisAa4HTG5bJM6zJ/0hF3wjIgfhG/LwngEHJNbPCGKBAxAuSCKnQyOOD8I3oWhN2F5wRSm7hPyp8C2UY0L2U/hvoB/0UWbRHG99Q1hhMOcEd5WG+4RPFflTBd88izY63ywtv+hY6fv3UiLS8EqYlCFgT+xiSLxzaieEQaDUpwR9KJY+3+S/z1rt+fKqn4a6cCxVj26NLp5ChVZVS/FN/2dAfRcn9f1IDhQDLgWmgBN3XBgDEGdTA3jnukBE0vHSYzgBZ43fIQz1mVqBESQ5Fp+XTjzBcqNiZk35Dn8SkXx0juxPJ/o6MxtjZP+WDuE9AaF0ndIv8Rf+qq947/Np4aEfZ9GfoeCbZ1HBN6sjwJO3EKSxYUaSeg/EjA9d/qlnds2mEUPQI58CqXeQgm8Kvil0BOkF8s0JZ12gfAOWJNZmW8ZzlxELTOo6xOhbvDK+YaQCcxC+kf78swB0VFEUKZrkcUQXQiRN3jxzoKlGXU7OqUVKwuvSLxK4YIv6ihxg3VlNhXms4JuNoYJvVkfkAYGJOhDrmXqEOeCa237+hndf/pkv/8gLZiOTglP4numCs/3Mf5+12vPl1hKtpAu+KXQE65D5Rmzgm33A8ds/EkH5JutbZowBvMAweoy5vkfP5/jGMmzOqTqvMPEEC0r+37yDKXCMLIYd0icVyXm4gP1sPJKjmWAWAvbzPS14m3Mun2a1mgqzWME3G0OHL98sjIQ48Ge8mhLRrnXOm1kCR8BDc3jTBz7/lvfffM4V37r/0bkUmION9KGK9num6a9h4SsbUUvxzXo7X4UKraZeCN9MCo478/yeQPPwbUreZNFec72pyOxlTOXav1vOR17Nx8Vn0jhF9GmjXC7rtJPPh0I/pjiKIgCNRiNfz2ZwcFARRP1K+c5TAJrNZpqm+mbtx5kkSYjs0XrH2iBiZGRE+tE2+TLH2RFbixI4Bd9sMBV8szoSATkGHFE0l0Qd4BN33Pupu/70T9u/cucD9sNX3RIDu83cjHQEBmlc8E3BN4WOHL0Q/1TgG2FLjk3ilW9MSonpCZK56BnPhsSGMV99m1w/NDt4iDK+0YCbVqslIs65gYGBwcHBiYmJ4eHhSqXSbrf1I3Ecl0qlVqs1ODg4NjZmjGm327VarVqtantO5GoDxnFcrVZ1eWpqqt1u5zFFYajZbIaELG0KMTQ0pKCjOKUJ6msyGRZ8s8F0+PLN+pL3DEES9wQ8Z/x/PPT02Z+8+TGHfz3789PAp2/4/h0/uqcLzEqaUiJJVPBNwTeFjhw9b75J+v6pLoN86q2DoNdJmLLJ3LhU4L2kOkhs35DDDPHeKuKEG3fgGyWP4eFhtaC0Wi3dVTW9VKtVrePXbrc17rharXrvG42GvmF0dFTfrOuJ45iZG41GkiSNRqNcLpfLZaWlwcFBte6ETpwisnnz5mq1Wq/XG41GrVbT/uToBywjZ0laTRV8s8FU8M1qyWXTEsMAl1970133/XEfcPwHP7nH4Yld9v0XXPWnmU6U1SDlw5VvluaYgm8KHbl6nnwjNgb2ASecdUGX4WwMwY/u/sH/eNUrNm/eVKnURsr1dvslO3fOeom9xDm+YRImhnOmjzic5xt1D23atGl0dLRSqRDR8PAw+gjivVd8Qd9vFSoUq8FGRDRoRqesXq+nC7VaTV+01r7iFa+w1oZ4nXw2eJIk0k/OKpfL6uoaHx/v9XohZT0kVa2mCr7ZYCr4ZrWUMBnn0TW48ye/vfTTN8wypgnHn3tBBzCCG2769g233bnPkgN8ctjG3xR8U6jQgXp+fCNsIsnyw7sMayLyFvDdzpRWyvnP3z38jlPPZg8vPeUbzybjG400XoJv0J9wms0mAGauVqutVqvRaAwPDzcajS1btiimOOdKpVK5XNZumo1GY2hoaHx8fHh4eGRkJJ8QXi6XK5WKtmsgIg2+Qc4SY4wZGRlRclIX2JYtWxqNRqvVGh0d3bRpE7Bfa4jVV8E3G0wF36yO1AYMfwUQkgAAIABJREFUwdxsdPnHP/XI7j27vdsDnHzWtcSIe9Gso/M+ec0fnnpGCOyyolh8gCEnlIKb//9BOSDfjzekOYTnnpDakC+4XqhQoVXWofMNAxEAre/31tMvigEyFnBA5OPdEMMGb37LO2767l374DuAAUis9x2XzrBYC8w5yk8yqlCOL4qisbExpYo0TcfGxqy1odBwo9FArgiNtVbL/VUqFWC/plS6MDg4KCL1en3r1q2Dg4O1Wq3dbpdKpcHBwUajoWHFapJRC5BG4ehH0Hdv5XPRC/sNUPDNs6ngm1WTBpkw4T/u+U0CzAKTwJvfeZUjeGcM8OPfPTgdp0SS9NyicIMD+ea52Tnyjzv5bnlhglireueFChXCC+CbNMc3bB3g03gv0AGn9/ziN2940ym7OvEUbAJ0XOooBUytNgh4y9TzvBTfKMccffTRExMTmkJVqVR0itCeUFu2bNGODa1Wa/Pmza1Wq91uNxqNTZs2TUxMVCqV0dHRkZGRcrmsLTgAENGmTZt0/hkaGgpOK1WYi+r1ehRFtVqtXq+XSqV6vT48PNxut+v1erlc1hDjtXoSK/hmg6ngm1UTkTjjAUTGG2AW2Av+9/deZQlgk8D1AAPxlGqTvEUdUofKN8EwE1q6eO/zuJN3gRcqVGhN9Pz4RgQaX/zW0y9KAXgyaQwkNp1MelPvOPXdt3z9ewnQA/eYPGB9Yl2UxHPVWkkAApbiG2OMBtwEH5M6ntTWMjQ0tHXrVmNMmEyk3wsTADOXSiVdW7D3aMSM+p6IaGRkZGxsbMuWLc1ms1qtqtMKQJIk9XpdH71EpNVqVSqVsBLdJSWkIj8cKPjm2VTwzepI5m2qIMAAs8xT4BPP/QQB4CiyvRRIOHE+Psjx359v9EejpQuXVHBvK+WE5WyFfYTKl1ovVKjQaup58U2PGTEwKX2+0Z6rMEDv9w/eW6k2p2ZNCqQgBzFsHbxxMeBf9KK/ajbrjvxB/FMq9RwBaLfboZ5et9udmJjQBPJ6vd5utyuVyvDwsGY8DQ0NVSqVcrk8PDzcbDa1b1RYW5hnwsxTq9WQm5E2bdok/WDkJEmGhob0dRGpVquLti5fNRV8s8FU8M3qKFzMzjkBetZqE+23nH2lF4AiwCUggvEUeSysZT4/+/QbCmZp1eJ0yNLSlRhjFsCNlpHQ9WvCwioej0KFCs1rufiGUs+UAtGZO971qc9eR4AhGE60C5VhS0Cn1wW4Ua96lxzcPyUiGmdDRBpQbIwhojRNS6WSRu8RkTFGGWV2dla/jv5XlW8aFYrflMtlXa7VaiFYRz/ebrcBDA8P68rb7bZzrlqtaiJVYJo1eR4r+GaDqeCb1ZEHeXYAO2MBJM4boCv0xu2XOwZMB+Jjq62ZXUJZnfIFkw4z9zvkaU8DhRsLsQeBm1CCAkAcxzMzM7qsnmz0Heo4aEmJg8NToUKFXoiWyz/FRgD/0CP3/d0/v+7JnXtmu9ZYDxjAGRsZ8onzBMRxTCbG0nwDIEkSY4zWJgbQarVKpZKWomk0GhpHrNKMceUVBaN6va6f6nQ66If6EVG9Xs/3fBgaGtKyOtJvvanVArWyjr44ODgYVktESldYoxCcgm82mAq+WR1ZeONSgL11AIiRAnPOvnH7xwiATcFsnV7v3uV+SAFs9Lcd6qyzWBYrbHTwEgKgYYBJkvR6Pd2ZfE+7UDdd37YUxxR8U6jQymm54ovZ6H0xmUqmLRAbBmDiGcCwWMvkgVQtIGTB6VJ8o3QSx/H4+DgAZlZDDoAkSbz3rVZLA4fD05E+RCn9NBoNTVlg5m63G1aouVHhyUonn5GRkW63q69oOromVWmKuFYCbLVatVqt1Wrlm30W+VMF3zyLCr5ZHXn4/szEepATogTyL6dfpcFycAwBe3HO2f4PaT+yIfLee3Y6iA2xYUp10BJSpun1euPj4+VyWdvEDA8PaxGLarX6ohe9aNu2bZs3b56YmAhJmAeq4JtChVZOy5Yf7mFtGtGsgTMAASZJgQQcORsTkAIpwRgH8fDRwfkmROypE0r6Tb/D6/rZfGCfTjt5ClHu4f07KgRPVj6dMzSxCmtQgglrQM7GXMQXAwXfPJsKvlkdCcAQIQZDBB6Iga7ICWd+LAGAFN6xwIhjsSCBSyAgIPFqzLUwM5DePqBjPRzQTZF0gGQ6mrZgFguGs7GF6wI9wEuKVLQKuwBxmjTbrdHxMetdrVF/73vfG2Yu55yWowgWHS1aOjIy0mw2wwNZqVSqVqvVajXYitfygBYqdBhpKb458Cmi/wqD5yBIgEnB8WdeEkEgBMmYSLGDhD2TZwrsEp6UnHPBjvvcFTpDBek6D/W56FDfr7vNi5XMWE0VfLPBVPDN6uhQ+UZsAoFlGGKAQTGQxJ09k8IEgIDIwXV9NGn1GU7TsuZ2wv6ZfGKAOXI9C4ak1ngmzbrq9LoC1JuN0047DcDAwICmJ1QqFfVz69wxNDSkne3SNK1UKprtqa83m80wv6zhRFOo0OGkZeObzOAzzzeKOAswIth3D5Vvgtc76OBcslwKCCVrOueE/Sn4ZmOo4JvV0VJ8c+L2jy/ONy713hPgyJt4Dkh+85v/qDWqpbHmA/f/Ok0EDLvz0Ze2hwZbrc3NZmmsffHFl0J6T//xgZe98n+df/mnU4gHUmvUfjPbmVPEsd412623ve1trVar2WyWSqWvfOUrIyMj4+PjWtACwMDAwEte8hKd/sbGxhR9ZmZmjj322HwUYVE4p1ChZdGK8g3JPNAsQIRD5YwDCUP6ocGLaqn1HOr78xT1Ag7zC1XBNxtMBd+sjg7CNykAGHgngIXP/FNgAZyAfAo/B+p85MLz3njyKa9+zcuv/fglHohSpI/f97+OKV/4qWt2W/7WVy575UT169+48fe75oZfdeq5V97k0YF5ohdH1jsSrtSq5Wpl0+ajBag16qeddpr3vlar1Wo17712kJG+f310dLRcLtfr9Xq9vmXLFm3zqwkUWmddRPIu9kKFCr0QrQTfSK6cxHLZP5ben5XVc2GjVVDBNxtMBd+sjg6NbxgAE2DIk5mF2ZPO/Onlr/kfX/3hPZ++5ENveM3ElEUE+D/d8zfNo95/5WcnBc/87nv1zf/l6s9+9Hc7Z4/a+raLrv0hIYF/RABHXv1TrdH2UGlYgEarOTg4qJXXtRrp6OioNnwBoL2Ch4eH1Y7darVCWa2RkRGtLoqDJpMXKlTokLTSfLNc+7koXqwO36z0Jp6LCr7ZYCr4ZnX07HxDXvlGr09H3jAIgJlG94k/PvCj8tj4rQ/86ZGffuu1jb/+/n0PTwP06N2vrf3V+dfctBP49HXXHDNeveOWK6Z3P9Jq/8OFH7ttd5pE6MRpIkA36iUmbY+N1hp1hgyPlN7znvdojKGCy+DgoKZuKrWUSiWtS8HMGn8DIEkSjTgOXyqkhhYqVOiFaCX4BgvLnWOx9RQ6BBV8s8FU8M3qaCm+OemsTyzKN5bJAIY8aBrmyY9f8N5X/9M//4GBnQ+9vv1X7//E554B8ORP/7H51/+1+ar/b/zV4y99zTdu+RLw+Mwz91aGX37pJ749DcwiFYCErXfG2UqtOjxSUkPOO9/5Tm1f12g0rrvuOi0yISJqm1F3lbbHK5fLjUZjYGCgXC5r0zstfFzYbwoVWi6tMt+sB1/PRlTBNxtMBd+sjg6VbwhIBA4e6W7z5M//57bBo+qtv9j2+tcc/Rev+O//x9jfv+Hnu2I88t03TBy14xM3PeHB3RlwxyZ/2DP3TPPlbzv7sm+lgJOdc92OZyJhAar1WrVes96NVMqnn3768PDwQw89VC6Xb7rpJo22AaAFu8bGxkIFUmUgnQp1ucgML1RoebVcfCPEz9F+U+h5qOCbDaaCb1ZHHqwtGtQfREAC6ZI/8azLU0AzwAVstYyVeAMI4KMZcOdLV1927Fj93vvvmzUMiW/60vWbmq+45bs/lz//7jWjR5/32esfE2BK4DrAngeffmCwfewVn/x6HINdh5lDm9/h4eFarfaFL3yhXq+/613v2rJlS6lUGh0dve666+r1uraM0SQL7ZOnMYlqs1GmGRkZUV9VyCxdy2NaqNDhokPlG4EFUsBpfb/jzjzfABC/Pg0zB36FtdqTF6iCbzaYCr5ZHSnfED1XvrGAIw8x3Nv7kXPe/U9//7f7pqcsYOKp7uxk5djXnnL6+3c+cPffHVs55/KP7QaQgnpTgr2P7nxw/BWvveyqrxoDINEYYS1/XqlUtJtdpVI5+eSTdce0kKh2+g0NHGq1Wogprlarw8PDAKIo0lhjZZ2i2XihQsulw5tvnqPW/24XfLPBVPDN6ojADGL2QgytQwP0mOb5hhPlGxGBeAcwhGwk8RR81yYdAeZiCxhron0GMzGDZu30n2YZT1i4yRRivOy1SHbOxF7gPYA0lE7X3gtRFI2OjmpNP2NMFEUTExOVSqVSqWh8MRGVSqVKpaIVbtI01T4yQ0NDExMTW7ZsGRsb08qna3csCxU63HRY8s2CPTnIjq2r3T6ICr7ZYCr4ZnUU+AYsepAtEAuftOOKRfnGZ15zT2kHYgAvgAcAxxADpF7AETiywBwAB4hL7b5UEg+QwFl9FdKvaoNcR7oFgKLFbMLb9L/6nvCizj5zc3MAFHpW7nAVKnRE6TDjm7Ab+dJ/skR5wAVa9Z09BBV8s8FU8M3qiMAilCU4CAA4IIGctOMKAwS+cX2+ISBOE4ABD3gt92dZwI6gTRs84NJoFsCcAxzSJAKcwBtCnKjzyIf5RZOedFnBRZPD824mbUyDPgYZY/JvCNngYWGdT0aFCm0UHU58k4eVADTS736lc8sCplm0/9QafoWlVPDNBlPBN6sjBmV8089n8IABluQbYX2jFrDRNlICOKtw4dVyAwDMPvc7CclN3nvh/dBEpwyFm7Ac5pF8VlTeuqOhxOj/thf8afmOUKFCR64OG75ZFFwOAjEH6bK5Vl/hICr4ZoOp4JvVEYkXIQiDM74hwOX5RlLlGwAQ75xRvvEAzSd5MsAGcOkc0EvUS5VEYHjk80FJTT4AiEgdTIo4GkEcWuvpn7z3uiC5rgsauBMmGsUa/atiTVH/plCh5dJhyTcL2nnm/7uAbCin9dBHcykVfLPBVPDN6mgh3wiUQZbiG3VIecDlEIfIeetSAEjA012NyLGW0+w93mmlHQcYSLayvAfqwE54YR5xzim45GeW/LJ+VrFGo48L+02hQsuiw4NvFrXcqNc7tPZUl/dScJNvAroOEafgmw2mgm/WVied9SkDAA5MAjgtBFgc/kKFjiQdnG9ERISkf3cUOC9gSYSg6QXHn3FhCjBnQ2R+rKYC2SimeJ/FDkZR9A//8Prbb/v2rp37RtsveejBx3/z63tazfrszJR35jWvftW3vnn77l1/Hh9rP/TQwz/72S9e9apX7969l2j98g0zUuD4My6cAyw0rjLxAg9hdEFWAcUAx5/xkYJv1kwF36ytCr4pVKjQYck3RJQkkQgBSFPrbHZ38Q7C3tkUYPI2iXt6//cuc47v2rWnv8JV3f9nVcE3G0wF36ytCr4pVKjQSvONrLDyW9nf6+S4n+XgHJmUmNSNTgAncU/Y64J3BmBrvfcMoNuN9FP6ykrv/8G/V1B4veCbjaGCb9ZWBd8cqeIlRqEjUcvHN4tnWa8OB+Ru/5nQzwzP1dbSuEBOkkiveecMsweYyAHQAJ0Q2xfyPddEC36e2VkQKvhmY6jgm7VVwTdHqgq+KTSvw4BvlvqTtsDT3VCOieOetakI6bIuGJMAWbUt/Tc4uVZh/5dSwTcbWwXfrK0KvjkyFW5UC8Yhr6fQQbUS524ltHx845l9uA0rOgBr79+x1jpnAO8pBbyAGSRgAZN4XUhtouYbNeronjN758za7b/Pj3D8C77ZGCr4Zm1V8M2RqaX4Zq3m8cNVh3xelmk9h6qV5puV3v/ncKCY2HhKAQc4Es8g641nR+IdWUUcEYqiLsBpGuetJiu9/0ur4JuNrIJv1lYF3xyZWopvFi3nehCtIBocFjrU87LUcV6JayCvw5VvyANZcVEGvPMxccySCHieaXJWnCyRylvdc2vTvkVnrVTwzUrKgz3gtSQtwdl+jVryiw+xiw+mRUdKOOP/Z++9v+U6rjPRf2TW8vITCeDmzn0zAFHyvHmeH2bWepNsUWImwQSSIEEkgkEkSJAEEyRSkiXRsmUF27LkkS3TTyPJGjmM/Gaex+PxeGxZgQlEuqm7T6iw63s/fH026jZug7zgRZJ7r1pY5zbOqVOnTp3aX3071J4nPWClAyCIEbsCQb/zB2Vjy237n80BiEew3hnrHXwKWbnkDbtCi06XAq8EeOD0EBi0QQgvCC7Y7N2+v/ct/FoLHCIIPogPAg/JA7wBciDxktGoDwvkQM781l6yDDZDcPAYlI0sfegz9n+ynEICgkCkm2HzAks/fOMQBF0AwFlCYB1sJgaw8CmABLhp92MJYIA8eAOYIi+olgB3SYqL0pMCEsQhOATXgxu0+D7lUrU/FF9wACTAC7zAifdABtx0/6MZHy1kATaF80BAAu8U39y0+/G3MMA3fcQh2GIrIo33012M3n/JgFvuetgADsJRKDAFizMoF7zcdvCTCWCd4Iz/hQDpJW/YFVp63ADXWL8GICBYF6zjBRdWipYpvpGuxoK4ID4HsoDES2a9Mc56bwNTUQOpIAlIgJXQxTyDcqHL8ZbLgAxIgkt9HiDdEXSBZb34xgEBFjZ1FiuC63c9mgBtH9EM3fHfDWUqYMXFLuxME7oQhx9cCF2Uf3YxWLtcqvYHL8ELJKC7e2AXN6bWZcAN9z3aFliH4FKBzbtIboBv1iPW+uJQujg32H4AeL3LmAy4e/fhHEghebcGlw+Wixer3HjgpQ66A90BKeABBHPJG3aFFoQuguiqA0EQIMD6TIJxzjjnEEBVcjHmgQh5AVB802klBWPfzuxKgPWQxOQ53LKkx7POSR9OAX91rPOJ3/vex/YduW3/s2uWmx58alDOo9y85/Ca5dFXv/APaXYM7lTIEzgD8YC/LPGNiIP3QdABbnrgiYQbBQRbFIfgzqTEuUTiAdKotJqJt8VHsPYCpf+65RLJmSUJaSfb9R8iNbD7UMrZ2zsnA3xzHhJgc/FWnLGAWJd4yYB8o6pPPB586EguSGw7AM4ZIL+S+ucKlx37ns4Bl6U+TyRwmgPkwttNfl5FJ8oC2RTzJtmx7rajXYjjL157KDpZBoj1mXGph8slW05biTMOWBR0gFMef/I3/3DkC7/7+Ge+/Ac//IeTwHFZu5zGoJxPOdmn3HDw0bd8WAKWgknhHMQA+aXzL+6HbywgIhxPK4Ibdj1xOkfbBWu9td45cRbeRRD/UpmMYYPkQfIzkMsb+L7+EgVNcla5RO0nnDEBuSDzyERS71PvM4vFHDftOtT2EAECnPhsgG/WLQJvgdDdy9CJdfAW/Wi8Ps43/UsA7r//EREHdCAeLgHa8LLeegbl/Mqdux8BAEkhKeB8kCAG0rnkDbtCiw3LNiwbWdLCX3ww1md0nO86jAb4dYdjr18ifBPbp0zIHTzXgx0f6DOxmJt/POF/51v/5fEXfv1Tv/F7/+Mf3jaAA5YTc8kNN1doyfqUBGHNsmP3wYxcuCMUFg+YCz9Mzou/EZcknbZbMHjwqc+8sWhzYFmwLFgJWAloBbSBDtC5dP2fFgcdQQ6c6NgUyNb/vi5V+1eAFWAZWAIWgUVgIWAhwAa8uWAePPTppRzttnNZ6oPkA3yzXnHGex+M9StJ7oAV4zlo+uHcfnZNH9yaxQC33XHAAh42zQwgzrUR0O/8QdnYsv/wy0utDD6Hy5wPbRcy54FL37ArtGRYSHE6xekEpxKc4nGGBVqvOkmWW2OtZXYNuQgAJ6Ab99qNgel+jw6SI6QBiUcOJAF/9Q8/+9xXfvfQs1/8w2//9alFhIDgYJIUJoXkamfoKQM5t8Q7FbyXXZnu3PWQkNhzgBeIGOtTf8GJvvXim8R1HRUQcDLFzkef3/fk83c+cP9t+x5nuXXvE7fufeLWvU+y3LT36UtSPnr/o7c+9PQtDz1z0/5nbn30pY88+Ozdhz//b3YeumHv4TXLjfueXrNcqvbfsvfJbtn3xC37nrh1/+Msd9+3a9/jR+555PlTCRcvNsB1ggzwzfokAA6hnbu2RQ787HS+JFh0WJK1y+mwvvKTNh558WtvpjgpeKuDRY9Fj5X11zMo51f+5yJaQNui5bCAorhL37ArtLR0yRWwHLrHLeCdk21CHOskQCTkQO5De8O+037xyUUAbHdTHoIb8Us2bUvIgZbB93/4j4df+s0jn/7y9/7r39KEZgXOSfBq+LcXeJk6KN1y+/7HEiBId6xARMLlyd84Lwl8W0QS4Gct3wEMhMOeZcmfKafk0pSTDu8YvJngHYtTwOs5/m4Z9z796ycEa5aTYe1yqdof92Hctx6SAK+3fAb4IPBtjzQfxE+tVzzEIrSd5MBby/7wp79698NHf/WOx64/8OKa5dq+5YU1y/WPfeFf7Hj+hsc+/e/3PHnTY5/5yJ4jNz78zLUPrn3yoGx4+Q+PfOHa/Z/8yL2P3fbQC7+y54V/d+CV/7D/Ex/Zc+SSN+wKLbfv+vyO+z63477P3XbvZ2+797M8vn3X549+8ovLLfhueLiz0gHaHosb9Z32zU/ju6UbxiKeJQdOtvMv//539jzyyc995bs/OuZbgg6Qh1YmbYvUw3pI5mzuHf2mB2UDyxlL4epy3cOPHidBDvg0RZBwWdqnDHJan5zPFlxYAdpAy7cTZCnyFDaDyxFydE2flyq+mqmKSYclgiSg5XH7/Q+5LkrrLZdnfDhHhw/OiXWSW5+lrpMCLWDJBuNSoOOwkiAb4Jv1icDCGNgcvp0BOx58fDlHLlkGMRAfXBBDBy6P1KJzqds7kIFcShGBA1rB02R+OoQVYMm4u3a9kiCxWPFdF+783NNL3/p9bOboGp0AARaBFaAjyHw3ZxVSgQmZCTYAImBGVm/w0398+/lPvfrMJz79x//5L5YzyYHEhlyQujOqtkcjD+RCyNmZAD928KXjFgKPYIAuIEa44Alw+uGbfuK9LQolsEjIi2KiKPGL4EjfZz+1kEKCeFig5V0b0vK48/7DvpufyvlgfDCq76M0RJfJdmxFvglYCcZL5iVzPtUO123Su4WXBMP3mAM3P/DsIL9fXwlwwRrYXKSdAjsefHzJwIQ8Awp804U4HqntLjwGMpB/osLUUG3xba6uJHQCVozfKHxzNrjp7rcHK7A+mFyyXIyFs3Am2LbJckEr8T7AB/zgB3/13HMvv/zKZ//3G2+9ubDUCTCFf7EDEucG+OZiypWLb5inWMRpguVuCbmEPMAU231oCqgLLf32i00hIQhcQEdsB6EtvfhGIn1/eeIbQLq4JOSEOJEPXMHMihNxA3yzPvFwwTq4At/sPrRkYIIt8I304JtzJisfyEB+zgVeEJA5nwEp0PEhF7Rzf+d9L6/GNxmnmPVKP3yTGG8DHJB7sYG2BJe6JAlIgbdPZb/7H7/78SeP/tZX/+Nb75y2AUt5RsNBJi6TLhhy8AN8czFl1cgBcOXgmyiDZbf53QKj4CYCGRdB+uGbnNZADyTBdOBXAnY88MyVg29wNsSRkPebBwb4Zn3iIcE6OCOSpMBte54kvkkR8hCcePFWfC4+cyEzSC6GDhnIQC5XgRMEOGNFIAG5hw1ITBffOLSIb0JIfXDni29UzmwJ1P3fIvImLTIO/+X//MnRz335yec/+8ff//+OL7ssIAnSkTxxmYVPfZ751MM5mMy2A+wA31xMWTVyAFz5+CZK9XqR8UE/fOMAICAAOfIUshxw6wPPe4EP4oMRsNhizF+G+IbSfZyCGBvgm40QBxEX4I3v4punFi3y4DPAAF4QfJfC8cgtLtk+8gMZyOUgcA4CGNd1JHbigNQK8Y1nCvsAkeT88I1K1ywVTLfYBHDe+yQXAywb/PGf/u99hz579HNf+tufHs8LxGOAFN7AMX2Yg01d4pEH2AATkA3wzcWUVSMHwJWDb/pzM5cE3KAfvvFU4gGAGCQp3CJw8+4XfDc3oSW+iXZ6umzxDSLEdvZ40OfFAN+sQxwgLsB7CXkK3LrnqUULA+lu6hHjm2AG+GYg/9RFHILAGPiAAO+DBzri77zv5RSpR5sZKt4fvlnlcki+GhAn3gtOLmZf/8MfPPrUr/3GV39wbBk5sGRcyyAHUtfdiCeXLHOWeeutN7npWJcyP+EA31xMiQcOf7ny8c3FtEmted9VJdqc1LnQTuEWgOt3vygBAnqtZQF5gKO6v7zxDd612wf4Zn1iAO+ZvTjvALfueXrBIYPk3D8nFJbB4Bk3eKnbO5CBXErxwQESrIEAAV5ggDbkrl2vZMg82ty0gfjmvHDDGsZ4L9myx5//1c9e+rXfPvz8q699+y+XWwgCk6HtlhOf5N7lHka6sabG5c5HSeYCvDPO5nAD+9RFlZ8/fHMRHYr7tWdVSaE6yfqwkiA/BVz74EuCIPACU+AbO8A3PfX9k8E3DpAefAODYq+i7vwnAc6vwZsNZCD/hMTABIh3BiIIYNL0Fchdu17JkXu0+b1sIL5hPMWDz/zey1/94Z//z6VTbTiBN0BqkBmPFY9O7jrWmxAgguCF7ggIEA9j3BkU42WAby6m/LzimxBWD5mLMYDWxjcJYLqOQbkPy118s/sTim8C8ssZ3/BTXN2dA3yzkeI8d1sVnwM37nv6ZIAr/BDjGbDYlXUgA/knLAFOfI7g0TWU58ApyI17n0sBBIFkgLjujLFuvaWfmwNsQB5CJpKJ3PPg0QTowK6ETgqfe9KuJiALMGe8QWECkoANy5v88yo9sONC3+WyxTcXpx/OW+Lu6ymC4IMAlu72AUAQEVnwuP7gsy5k9LnJcwuaHyDi88sN36z6bvJcAAAgAElEQVRXBvhmvTLANwMZyHuWS4Rv7rr/hbagDdMKnQxiBCIIYgLaAVmRiSQUEGewP/xlIQN88z7lXfGNl8wAWUAAXJZnuT0tuPbAcw7WQ1rtJABZ6rLMiLgz0UkDfDPANwN8M5CB9MoFxjfQz40hTxLyEPIQbrvvyJJDG6YTEovgu8nWjGBBsCIhXW01uJImoJ9jGeCb9ynvim+cT5nI+9iJRQR44HTArx543gTL/eCWlhMhuwM5k5ZwgG8G+GaAbwYykF658PiGws/NBjHijfib7nt2yaEDk4U0AF7gfHCSe5z0WBR0QvCrPteBXAYywDfvU96LfSpx7sRyfvjZoydPLC4m7njAv933Uuq9CVhopZ/6td/4yevH2p3UB1ckShjgmwG+GeCbgQzkbLnQ+Kb4wkLglntig9ggN91/ZEmQwrqQARCP3EsWsi6+IX8jA3xzeckA37xPeQ/4xjlgxeJrv/+fvvmt7+TAMeDfPPRKx8MA/8/3f/iZz395oZV7wMHbAb5RGeCbAb4ZyEB65YLzN2diQ0LoZpkX+Jt2P7cckMF5ybqBURISZIIVQUeCCSF08c0VJaGPXMz7vp/2nPv8Ab55n/Ku+EZ8ngtSYLGD/Q8/9dc/PvETi//74VdbDqeT8PiRl//H37/JWOCOTV0Bbgb4ZoBvBvhmIAM5Sy4ivgFE8c0Nu59bCMiDFZ/xg7RABls4F4cQNNbU634OazR/g/BEv3o2Stbfb+trJzdl5taF8e02tv1n/zLAN+uSuPv68Tcrqc2B1OP3/+gHL3zua3+X4F8//IWFDN/8zl986ff+mEm9cyAJZoBvzsgA3wzwzUAG0isX3D7Vm+EjQALkut1HiG/gMwgQ4IAMrgibUnATAuw54qekj6y3mf3qWa+cGx+8f+l3X2utc44Q573gm/Nr/wDfvE95V3wTxDjg+LIjjnnipd/89o86/+qRLx5btnsee64taDskAcu5NZBsYJ9SGeCbAb4ZyHuUy3B+vBDKEjgXvkkABIFPAbHh/foXd+9WyEf2P39KIPDM16p60VoLIE1TAEmS8CoRMcbENVhrVRkDsNZ6753rXk5xzjnneKDXxn+yBucc8ZBzLoTQarUAdDodPV/REgGEVuK919qMMdpIog1ekue5Pg7byQPWY4xhbaxKD0jGaOX6mFmW6Y+sKkkS/hg3sqflRDOsRAGQPoi2OX5GtoG3YP/oY2ojefnlhm/6SYuqNE/gDe2hCA6+HQTcvJ77kLAEQUC2IUX6lBBRL3FxMMa3gdy4PAP+9Mft6w9/7V8e+O2PH/2Nv/zRG6ds0kHboN3xSw4+YMPauWGlSLgpHt7BO4hHEMC24V3uycTa4NIAJH6Ab9YtA3wzkPcrPRjiMoQ7GyaXCN/c8Ogn30xgXA5Y733uEQCXdfRMqlLSEoggDlGLIhI9U8GNYgiFRPyRsEORBGEBAAIa7z2xCAqgAyDPc60ky7KYxmCT2AA9jegBBTLjj6yWIMMYwwaICBvA1oYQ8jxntT2DjbiNtenJiCAR25bnOc9k42OoxyZZa+NG9tyLjWT/xN1IEMZzFKXxgEjoSsE3CV25gg028zqOxUIVck9ZO73w+svZRE23rH3fAPGSIzhnrA14J8dn/ujv/9Wuz7365e++ccIYwMILrLUWHi7foEZuYOntRt89cBYBOZADrrtbEtyAv1m/DPDN+cjZxMClpXnPzZNf6Pv2tOFC3/RSyiXCN9c/8olTAuNyCGcaqp8z9SuRoKwDjwkLlMmgYu50OoQvqnp5cpIk+gZjjiQGB8qUULWLCA/07mr6QcHNsDF5nhP08HZ663a7rQ9LhqYHbfCY9iA+Cw/4mHE7FXJp1+mDsxIFPRQ2m1exKm12z8NqJ7MSBZHaKkWQejKfkcyWNulKwTcGsDZHMFmWZcByQFvgC1+WDMgAdW1JLwLRgbVLB8iKHbdTQQv4Lz/FHYe//jc/TVoBKwFtwAAmwAHGXXK6prekoduTGZAWfxoAAW2HxYAO0MkzwDqb+wG+Wb8M8M35yJpa/Odcta8l8SNfDuDmgjfgEuGbX9333AnXVVEikhgfAHhDharYIs9zxROxZlXDU49BSo/1ZFalbI2KiBCRKEVEG5PiBhQ6XkGGnomIqlFrERkaFFRNlmVqA2IlIkKuKG4q28BbKLKJrUUiwv9VMKdWLaWyiKicc7H9qIf3UuBCpofIj3fhCUtLS/pcFOXJ2IFsqpJSvEt/fNNvgb8xsl584wFnU+5+8GaCPc+/uuvxT9x+/yO3HXzm1oeevuXA4VsOHL71oad5fPP+p27Z98kNKTf3Kbfs/cya5bqHjly//+mP3PfI9fc/dsMDj9/60Es7nvjcv7zjyZv3fnbHwc9du+uZ6x54+vYDL9yy57lbH3zx1t1HN6qdG/a8+59iZ7Ib+edtB5+5Y9cjux7/xJ7nX30jhQEA62waBvhm/TLANwP5+ZGfV3zz73Y/vQJYb8QmAHzXfOAUIgBI07RarW7fvl2tJ2maKjdDc0wPIkEBZebn58fGxpxzalVB5DiiNqN2u71169ZKpcL/qtVqR44cWVpauuaaa6rValx/jJCSJKnVavV6nc2oVqulUoltYD2KYxAhoampqbm5OQVJ1tqJiYnZ2Vl1M0Lhl8NjxRZbt24dHx/XbiHy0KvSNNUz+WjsiiRJYj+eer1er9fVpQaFhw1/WVlZ+fCHPzwyMkJc2Ol0+Luaq6anp2dmZlZWVlCgMd70SsE3AOCNta0c+MdOuPvwZ//2uGl7HA94R3DM4x3B8RD9iQtcwtrldY+TwHFgEVgC3jL+bcEi8GYWFoDTwEmEk0GOezkh4R0bLng711nYk+zDtx3edt2OXRH8zXFz9+HP/rgdcsDaVhAzwDfnIZcG31xae8p7v++FPv9Cy+XWnvXKefR/zy+xCWMjGrRefLNeg/zaj3/jYy+fDshMCtgQQuZCAEzSQmSEAjA2NjY2NobIqwbA4uIiVkOBUqnUaDSUUBGR8fHxmZmZuNN4wKv4J7X10NBQtVpl/Y1G4+Mf/zjbMDo6SlRBUa8UXlur1bZs2cLbTU1NTU5OxuwR35F62PB9VavVoaEhrU1EKpUKgVHsQI2IKOKF4+PjExMTIlIqlcrl8uTkZL1ebzab09PTv/ALv/DLv/zL5Ip4SavVmp2d5Y3IKrHl5XK5XC4joqnUw4k3qlQqlUplamqqWq3GT8GDcrk8MTHB32PPof74pl/ZGFm3fco4BAfkGfC6xUf3PXXSrWGcMoWJKkfYkGL7lBx2zZIiN7AO1iLzyD1Sg7ZH6uDVDZqFvblR7dy4cqYPU4QUQc1Vpzyu23f4rZz8TQa41LoBvlmvrA/f/LxKv9459/lqs49XhOuqf733vdykp6mXQ8vjbuTaPVb271cuEb6hXqSKarVaHjj2zonpRnXr1q2jo6Nbt27dtGkTFXmpVJqZmWk2myMjI6VSaXR09J//839+8uTJuGecc+VyuVKp8BbNZrPZbJJmiKmU2O5DNLCyslKr1arVagghz/NarXbo0CGq/6mpqUql4grhhaxzZWVldHT0Qx/6EEmUzZs3T01NoVD5/+yf/bMPfvCDilfIiBAGNRoNRMapsbGxycnJ2OzFq0IRFBZCGBsbq9frsTNQTHEh8o/We3nvx8fH6/W6nuacazQajUZD0UwIQevkObVajSdUq9WZmRltP21VExMTMzMzioq05n74pl980PoGZ39ZL74JAsAF5AnwDnDDvkMrDjYDJIfP4DN0nV61dC5wWVq7SIaQi02s6SAoTmgDbZ+fdtlpSAc+EUmABEgvfDvXW4oODAY+Cy5l3yY5Fj1u2vfkqUB8kzNT8wDfrFfWh2/65YFYr/RTThtV/3rv2693znF+KBwhOeGGc2r39b6VC/28G1g/l8IaZiKFI8JG1b+u9vd0I+0F8Vr//colwjfXHnjhlCDJOCGindkABJvx0Ywxk5OTNN/Q+kPyQCkKFMo+FPxErVar1Wr8fXJyslQqTU5OVqvVcrncaDSq1Sr/V8OUAFhrx8fH9SrvfbPZfOKJJ/R/ZbVbLmkSEiTVapWWL+/97Ozs8PAwz2w0GlNTU+qyo0ybMaZcLtOkpV4ybJgU0Uw8OY6Q54PEv8d1kkdhf/Y4Dtfr9enp6U6nEyKKq1QqhbPixlGY1XgvFASPiOR5zn4TkUajwf+NvZHQH99IMGuWdY3Nc8i67VMBCDYgX5T0FLDjoUMtA3gofo3pwOL8jSj9Pot+5ztA4A2TP8GYopKoKucQAjxgz1HPpSqFSLESK7QJVizueOjJZaBtEiAXWDPAN+uXtfGND8L+bycdJ55/GnfGGq1fe57ncdgCinmE33y73Y7jL/iR83wu5mgOl4II4bWMUGD9Oi1yHkHE98aktE5qcUILjRbh/+Z5HuerQDTBKbFMb8R4iow9LqWgoDntxoYPKg8UvoShiBOJl5g9cm7co2Z7jTTRPu++uSgOJe4ZbYMUYSYavJqmqWpE/tLz7hQlnDp1Sn9kVbyEjpOqVBTYxU4M+nQ9b1B/1wiUuP0xDQZAw2rU8VMPtOu4/laHUH18vsQeL9SNkT745qYHX0kBLzmVxzKsgUhAZuECEgMrcAHGQgR53tcaYSTYAH9m9utO0h996MXTAcx/471PrQQA0lXh8/PzmzZtAjAxMUEjUbPZjLUvohAqHbfsJRpipEh5x2E8MzMzPDyswJ1uywBojhkfHx8fH280GsPDw7/0S7901VVXzc/PEyHVajV658QYgs43fNd5npMaEZHR0dFSqRR72IjI1NTU+Pg4wVa1Wq1UKl/96ler1er8/PzExMTIyMi2bdsmJyfvvfdepZp4o6mpqYmJCe/95s2bm82mRIn74kB3FNOLNi9GS3oCOa2Y+UvTNBSEkIiMjIxUq9Usy+bm5jZt2jQ1NfXFL36xXC4TuinQQTFiObyvPfDi8YAUgmD5bj3QDnnm0461jAduW7TT7uIyNfCAKwYSlbQL3bSPAZAAL93jc5RE0M2lIhDYDLjxgY+/0d/8FQSABDE5cNLj1r1PZAEIApuSYxCf+2BckbTFhrVLn2jyNfL1FfBm7fN9kHWVfvWst7Aqtk1rPrvNPogTT0XZc3ee069/HMRDHLzABjFdbsymnPVu2fP4IpADCBbiEYhvckiAIASfAzfvPjTAN+eQtfGNvjl9i4vLSyHSJZySrrrqqu3bt3PqjJUNomxjWO0NwJMnJycrlYquJtUjUk/gFLllyxYy0lpPo9Eol8u8O8NceXmapgqkOp1OvV7nElYXr7G9n43saXCcLQNFBCzrr9fr1Wo1BjqEX7QCACDbr91SqVQmJyf5FPRaOA98g7XWoJOTk9PT0yFyuVBQqA8YT+uKBqgq4vBXRQB8U+o7qSAjRgl6L4WPfC5EmU40tkXVpzph8Bb6FDGvIKsTyHrvJyYmaJgIRbAxscv09DTf6cTERLlcDoUpYXx8vFqtajtjd05VLefu53VIH3xzwwNHM8C61DrJgSUJCZDkMOL/6D9961O/9tJ/++v/HLDsZMnJMpCKuDWL+gr04JvrH/nECYc0TwCb57kHrBMxaalUqtVqzWaTraORiH0+OjqqXiAayN3T24QRVP9KjAEYHx+fmppSuoLvkbQQYRPfTqPROHDgwOzsLHW5QtL4RW/fvn1oaIisD38fGRmhcWd6elqRjSJjHcbNZnN0dFRfaJ7nw8PD09PTCwsLpVJp3759KIa6MUatWgCmp6fphMTRq2MvSZJ4EtDBjGLQatATAPoX81hnJLrdzM7OlkqlSqVCrouPxo4dHx+fnZ2lD3WtVotxHjuzH75x6BjkbfFLtuuB8af/5YePffzgG2//ZKWzYCV1IRMYK2lm21bSyA0mCyEtjvN+AMcAmU9EBIIAlwA33P/YyXMMc349oYtvbtnXxTcFuMkkGOpR39XQYc2yUTjjUhUFNIqx+KeimR640w/f9Osf9p7AB1gJRohvfAbnDHDLnscXBvjm/Ulf+1QArHc8WFpZDkCad/VoKEI6p6en6TZIVcRpVCcUftt5nk9PT5dKJQ3XTNN0dHS0VqtpulJfCGtWuqVarU5PT2dZppzNxMTE/Py8RDlP0zTV/9Vrm81mrVZzzk1PT2/atIlrwaGhoXK5PD4+Xi6XFdY456hQ6b1Yq9UmJiYmJiZqtZpSMqTlFe6ISKlU2rp168TEBHEDiX3Oic65Uqk0PT2t0/35iU7rijySJKlUKvV6PY5rVSHoUTWvRBSXm9RMSs6HEPiaVDFwxc8TuKafmpqq1Wok6unkcfXVV8cBLNQr8/PzRJM8mYt19szU1NTIyMj8/DzpN14yNzdXqVSmp6drtdrQ0BA1RLPZNMZQyTWbzfHxcYn8grds2fJLv/RLw8PDxJGTk5NU5OVyOU1TDkIqM72Egyo2XmyM9ME3tx14JQGcWAlYtjgt6AB//5PO409+5ktf+aO/+usfJzkC4AXWIEvQzx7RSjN6EXJKtTb33gLyq/uee4eJZE0HQDuzjeZUs1riR6QUyNlurXwFBD3Uu81mk0TI1NRUlmVTU1PlcpkjliNZRGZnZ6+++mpEYDfPc3olj4+P87sIITSbzYMHD3KtomdqkDZtW7/4i79YrVZnZ2c1Uqler3OQxHHmei0Khk8dXFDQigRSACYnJ2+44QasRrGsiiwOgM2bN1er1Xq9PjMzQ8Zobm5uYmKCaxVewg+fY3vnzp30Qa5UKmwe20kn4tHRUfYhb5fn+fz8/NTUlDEmXmnw7iEEeim5KJcxpR++SYK0HJY9WoL/+nenDr/wGy9+8gtvvH261c68rIFYjHHWehZjHP/0PvSz7+RAYtsAgkOStXLg9gNPv9VfT5EeJL45Ibhl3xPd7Ud8FiQPYgJsCJ5Eku+vvy8E5ngvfM+Fwzc0ZayJb2IM9J7xDQLxTfASTJAC4gzwzQZJX3zjxPNFEpZmJi9XK1RdzWaT+q9UKjWbzUqlQnzQbDbHxsYqlYqamVAs0zmV8JeZmRkGaxD96KoxzhJGvbtp06ahoSFdRwKo1WqbNm1SqBSzRGqP4OSCKKuHiMTHPIjXfEppENDMzs4yeoKnxc6G2lTOYvV6vdPpUGETYFGFjI2N1Wq1ubk5zrPn8WIUXRGRpGnKIN56vT47O0s1PzY2xsladTmA06dPT05O0iGDszkZjnq9TnhEmZubm5mZUTugMYaYg74Fd955J4AkSUqlEr1BO53OzMwMNVnMizSbzc2bN2uzGbESCpfPSqUyPj4e2wSNMWrC4y0ajQZRMh92bGxsenpaLZJ6LX0aaMJQhMoByZvOzMyQG+CbjT1CNkz64JuP7Xp2WeAhS22/5PH3p+VTX/7uvkd+4/v//e/eaqd0bmwhXwlZsdBeu5wJ9xDqNSFbet3DR5fR5W+SJHGAl659ij1cKpWoj+kXMjExcc0110xOTtIJBhEaXl5eBkBE7r1XR2N+OPqjDnjas6anpwnl+V1Ya7Msm5iYePrpp5vN5vDwsDJDcc7Acrk8MzNDAKS8GocfQYxyeG71Bg4AiMhZA981VyYASqXSvffei2jG4DihbYsIQ0fp0tISPwSuN/hZqY2VsHhubu6uu+6KDb76pPGuFyiCyAB84AMfmJmZ4d0nJydpFty8eTMPiBT5ccXrkH74ZsmGBPjpaf/JL/7xoy/81vf+8h/bDqZgaRJgRaQVQsJEcFHsklkdytTP7mNwxj4V4FLguvseOd5/mCu+yWJ8A0EofJ+DV3exc5nG1inSR7j6lWiPke6t11nPekV5TV14y1pOgfwv9TuM/+tdu6h4ii7EIcqBdwa4ee/jC0AGIFiEAb45H1kb3+TWBKCddIhAjbPkclyRYZ1ohoubsbExMskqqjKpm621pVKJat4YMz4+PjY21mg0ms3m0NAQl0c09KDgIXjmtm3bOMsoG1Sv12m86PF85ETZarU4NaNYv9LnBqvzrmoGsLi1rVaLzkDMfjE6Osp5EAUbhMjUQq8CKlp2xeTk5M6dO8fHx7dt27ZlyxbOnoz4OI+3wkdrtVrtdpttnpubm5yc5ESvlNXQ0NDc3Jym30CkxlZWVkLhWEDVxW7R05xznU5H3V9arZaSXrVabffu3Tp3l8tlPnW9XieUUU1mrSUcQZHxbGpqitqOl3A1rDNOzxZCVDmjo6MzMzOhsIU1m83Z2dmegBrSSCQCaaO86667xsfHp6en2aQ8z+mcQdUbK8s4Juj9Sj//4gdfSIDU21Tw9e/+zT2HPvd7//lHby7jJPCmw88M3vByAjgJHBccszjh1i6nlpaNBF8Q3Zy3jMl+Ze+RYzmcWPI3NsBYj+DSNGVot/J2jAYHsHnzZuVyZHUMUafTIbuW5zmXK3w19Xqdn9vo6Gij0eC3IyKMzNK3KQV7Ojs7+/jjj+sA6AlVoxGHLCwJOQDlcpk4KRSGGyX29MPkMTmkZrNJZP/aa681Gg3GRjUajb1796KgUlCYKclBEo4jMu/SNwjotZCqiapSqdx8883xe2b4t2qvUOwXgWLmIcsYQqDbNQ2mdEuiczSjyUKUxhDnwDceX/jGXxw88ttf+tbfvdHCCvD2MhYzvONw3OOE4LjHyQDmdDnuccrjlMdpwSmPk657vAgkfcpy7jys9z7ruACXA7fsOfSu+MYHkwHvBNy074mE42jNzSnP4f2zQfgj9mteE2FcOHyjt5MLgG8Q4i7yIfgAK7DwLgdu3vv4aSAjqAg+YIBv1i3n8r9hWWm3eGC948qbc+Li4uLWrVu58qZFg1Am/qT5grno4WKLREI8tSVJQpsFxweDQbZs2VKtVhlmOTY29oUvfGH79u0Mgh0fH5+bmxseHt69e7fmFeU8RUuHtZbYi0tV5YToISgR5Y7Vnrm6Fmw2m41GQzmG4eHhmIG31irBHp/DNWWr1dq2bRs9PTUZSTzWKWf/Eot+YPyTFoQ4Iy3bEPudtNtt9dtN05RAsFqtjo2N8XLOueRypqenG40GT47taOyBSqVyzz33jI6OkiIi/vjMZz5D/ka7ju0nX6U4iWMDhXaZm5vTLCYxVabw1Dk3MzNDfMxLaB/E6uwpah2gTE5O3nPPPb7IMkdQq+ocBZCNXR82Rvrgm+t3H+0Ap1ZWDh568T/c8fAdhz79r29/5Jbdr3xs96du3PfpHQc//bEHnr32vidv3HPk5r0v3r7/k7cfeGrN8mc//Mu3jp/whS1fDQw3ffwV2qfgMwBGODk69t7Y2Fiz2axWq6RR+eFw4QEgy7K45+nyv3379quvvlpE2G/E6BwbKL4jet6wD2nvI3ZXruXqq68+cuQIEa2L9ubkiFJ/rHq9PjU1RQhC32F13ZWz9p+iChkZGeH6B8W8wdD3crmc5/nMzMyOHTvUR15EaEsNIbAxiExdANTtF2sZK0WkXC7ff//9PF9nEl3S8EuMEwPSikpXpJiZJn+mrJjOPCgcdPrhm50Hf23H3s/cefCLH7vvsx/Z+cod+z93+56jd+958br7Dt20++nbD7xw+4EXbtnz7K17j+zY//wte57dseeZ2/c+y7JjzzP88879z9215+U1y8FDh08svgMAAuPSFSc79h8+3X+YO2BNfOOLDe31cyj8NNeW4vTeIs6vWYKXNYu3juVdz9zYwhtBAo/1T20M/9TCq1Y9bOgBMav7x3c/8S5Oghd4Bx/kDL5JgcIaOMA365a18Q3NUqHgydUFh8sv+h7yM1awQi5naGiISJYrdXV9DSEQuHAClYK25bxAdl2nD127q6pDEb9AZbaysrJ9+/bbbrtNHVMQ5SITEZpv2AwpaMa48pjWpg8HXYKoKTdv3hwDGk52Ulim+COXp5zxf+d3fmdmZmbnzp2q+CuVChkpVfyr4HyB+s/xYtQJenJy8s///M9HR0cZvbJp06bp6Wkutan4y+Wytkq5CiokvSONF3prG20fSI0SGwqvuuqqffv2sYtInBB60lig1Es8Bui91Gg0PvCBD0xPT/NHjge+8diSeNVVV3EUsQ/pzWqLXLE0Z+jJbNXMzAzBbqPR+MpXvlIul3fs2MET+LqbzaYScrFLROz9sAHSB9/csv8zywEZ8JPjK4c///WDv/bVv1nG2w5LAQsudIAEksFlkA5cDiS+TzHWF+mJfRDvrXMmy5KPPvTi2xkY4htC6O4/JTaEUK1WSU6oNzffy+zsbKPRUHVOrK9CJgYAMQc7bXZ2ltQjrTxxnXwRQ0NDJHJoxJyYmKD72uTkJLeXwlkR0bzX1VdfzU/Se080ptt88hzdM4Em1D/5kz/hR8f2s2Y1pY2MjOzevRvFJ69OygBYuQ57EVlZWaFxrYe8IcnHGmZnZ++++25+AkRvHPYKkfVC7QrSXSMjI9u3b19aWuLCTLMC0uHPR9kRz41vftoxj7zy6uHf/MZ/eyd/U3ASWAJaq+1QHd/dnCgDcoEJsIAJyAW5wDL+rk9Zymxsn2r5cNPux9/s73bPeHILkwDvBNy4/4k2gGLv8IBiNpOuPfVC45t+56y3nvePb8T5fvhGr1ofvjlj6EPQHhaXATfuffwkkAIywDfnK+fib9I8y0xO5mZyempsomv/VsXM1ZgupEII9Ifgck2KaM9ms0mjO23kw8PDdDkcHh7mJEsXChTOiSg4D65EfRQ5TF+fEEKz2dy5c6c+RrwsI+uQJAkdSmgaYziJ+lc2m814tz9egmh2jqO7+QgxoSIinDTzPN+2bds3vvGNoaEh8jd8aqZMVfB3Nm8Z13a2xInFqLHoV6Gdo83j8p0/srV0/aGPFA+ozIgkqDboUcRJHABPZgKVTqfzwQ9+8J577uGteRq7hWnQSBQrQqW1SJ9xfn6ehA3ZpnK5zDr5XLyE7jL8JUTh5RQNJ9a+olcyNxCoVCp/+Id/2Gw2ueA2xjBWhbyg8g1xavyY93q/0o+/eeDlDpAGHG+5BeD3/zbirF8AACAASURBVMeP7njm5Rd/+7tLiyHLEAKsCcY4LnbFAiJrFg8YCbnv+i0qf3PtgRcWCv8bY4wHnA/cl3F0dJRm0EqlMjw8zC+O/6qvjEYmShFFT6RiraWzNv1kyYJwPNA6w4fWfR5mZmYUc/DL4qjQbMilUomwnnCWb2F0dJQGLL5TLiFCETvJUK/Z2VkdBvz2aSPWji+VSt/4xjcajcarr746NzdH/zAlgRQcq49/TFlNTk6Sv4kJmPitKlzW7yv2gGbDdJZTgxrdelgV/etHRkZoadXpTlbnNeiHb04AC8Af/ve/v+fZT336W9993YbjwS3CENB2d462Xfdh08m76IbFhO4Gkv7MgOkpBnAw1loIfDA5cNfDR97ur/9ifHMMZ/CNgzh4Og4ruIHrm69ro/DN2RzJJcQ3cav0NCKefvimb/+4og8DQvdQXB984wf4Zv3Sx794tREHBYDQL7/RaHBJXavV6N6oQUaImHBeSzfVRqORZdm2bdtI1TBEgnNro9HgElDnAk5Y9XqdC7J6vc65cnx8nGu4Uqn0wAMPYHUmG+ZUJc2AiMwQkbGxMf4o0T5/qlbpcMDjnjQqbIa6G2sNdCOoVCpbtmz5gz/4g+np6V27dhFCceUXQmD/cEGpNImy1uegFkLhnxu7CJA70aW5FLHrnFIRrYZ7VtI4a/mudj1uZIgiuGbLli3EoIQ+tFwQQtXr9fHx8fn5efXT5L8jIyMEK1zdEjlp3ypPoA/CsDvVgkpr6btQxRkK92oUxOG2bdtKpdJXv/rVUqm0c+fOkZER4h5eODY2Rl8ujlU+ck+Cn/cr/fxv9r+SAEFySHAOCXA66Xzrj7/72KGX/tOf/L8LK9YDy52Mc50T+6736ZEbH3tZ8xd3Oh0P5N0M+qjX6/QjRhTbGEKg77+iXu0HpoPaunXr8PAwUTjf0dzcHD9S5YRif1tyG7R/2WIHA4J+RUUi0mw2t27d6qPcSzTl0B/cFtssaOg1b9GztwN/nJiYmJub01+azebXvva1ycnJ3/zN3yyXyzt37qRhSBlTflbKU2q4lo8yDpDNDavtwtbacrm8a9cughJOGtPT09PT0xo3jmLAs21LS0tbt24lAqtUKlxKkc0iZ8zhqqsapXCuPfBCN49Rkd8vAPAmdSGx4oClzH7jtW8/8dzRr7/2nY4gS514IMA5sXZVgqh1Sb/8ftGCq+v8wWICfHABNgcWAm588LEMEPggJohBsF1/2CI+qJ/o143CsZJTBCIGXURIFtJyimjNQ1jMHzVQV+dn4mA6NgDgpEEzKGuIvQ4AMM8TAGbrjv0vlZMm2UwfA66uaYiMT9bIhk6nw09MjbO0BpAa1JcVO6X1iPhuZsJwhuPxgARBBty8++llJrEWANYDNoigBW8IUIhv3sIA3/SVtfENijiX2I+BUwlXLUw5g8iLhQtoV2zRd/ZuMhyIQ0NDan3QQKd6vX7VVVchAh9xPjGeMzs7++1vf5t0gjFmdnZ2x44dqjU5yAhuGEgcr71EZOvWrWow0sAQAEmSaD4Vqgd+G9Ti58A3cfgVCR4f5cuhNxJrOzs9q9JU5xCt3zlH3KaOLEy9H4o88XSJ0B2YNSk+mSp6LG3bto0JRQhGa7Vau93WNbS6UVPx1Gq1+++/X1Umn3FxcZFuT2yDPhSdN7W3iYR47fLy8vbt24eHhzVtkjGGmwmoCzBWz1k0DdRqNb61Hi9jKXxUqcP43glrUMwvcfOolc/eDfv8pV/81INH24CzCbw41w1pWVhOfvbW0q9/8etHX/n1H//sHQ9IwNLKsqC/YaCP/NsHDq8AnbQNyUMIDlhpdYhvNMULLZIxE6aqRYF+nAuYTvEKcNVNBwA9ghElpuI5W7Zs4e/kCNW4rM5hY2Nj4+PjPd67NCzGFCyTL7DaNE1JLtI/XW9aq9VGR0c1JpE8Lgogft99983MzLAxfvXWWoyfQvSVkZh0RSo/HdL85EWElNLQ0BCfqN1uj46OctrRxJ7KECdJMj8/T0983pFuiMyDwMbU63V+KWqW5cn98I0DEisd4w2QCP72p69/5fe/9cRzR5cW22limSNFZBXiX5dcQnwjRZZz/VFdG3Xy0VUT/6QrAgDNhUE/s57KOd/Sc4BhmEpPfvjDH06SROGprpE47aizAYovQtXZ2NgYT/6FX/gFJfPUp2JhYUEfipiMoEpHYOzLqE99jqn+bHDTLWfhmwAzwDfnIX3xjY5IAh0UWHtqaoo0NVnf2dnZ0dFRLvTVEqGZ91BMEEzEniTJ7OwsmQBGvjAMdWxsbG5urifOhZ6SXFByJlIzBIBarXbPPffEt+DJhDIxHAFAe5baRGLbPzOQUqfSekUkRNtTP3wTiiAg+gQwxUipVKKBYGRkROcgKXL4Kr8d+770eys9q0y6LtE+Za1lelk+AqdXFImFUCxHvPf0g1EqiK+P8SwaEkwlpL4LXFpdffXVu3btopN1pVIhR/KlL32pWq3Sk5SfMeO2yOfpeGA7aR+hCa9cLseUD3XV/Pz8+Pg4XZhLpRI3J9LVlSaRo/ByLsRJOVCnMpsRg40VxMTbEfCpz0Mf9JV++f32fSLr8jeQgJazBnABDjh2sv03/+vHpxbbuTmTBHy9ctPHX/nRQhYg3D/81FLrX/xf/3Lo6v9D8/kSIhDR8vOcmJigfXbTpk2zs7OK6XWuj2d5BbivvfYaK1E0QOFYpV5fWFj40Ic+xPldVy9TU1P0rqtUKiZKAk42aGpqSoMMAAwNDXEeoN8b18p6r2az+YMf/ID5kVH4sihEFpFOp0NXaN2NAQWS6Inrrtfrr732Gj2a2QCFKdZaXQkw/w0KRUUEox54MTk6PDys41O/LM4tBHyTk5Pf//736WzEh1XzaAihH75h+qPcI3XBAgY41U7/6n/94/JSp0vh6AB8N7+9NeVS4RsKe2BpaYkTF79ivil+ztQjmzdvVqqDIbo6VkVkcnKy1WpxkKMYePSO4LcfTxpxQlHObxxgrH9kZEQtoZwJFdkrj0ilQKMETY0Kr4mQeFN+LCQ+h4eH5+bmiIE4C9l32xymH76RAb7ZIOmzP0OxENSlm67kmFW9e3FhFXLO6Ta8ZGg5x4Uidq5SqTDiWl2G2+32/Pz85ORkmqY6K6FI4rdp06Yf/vCHzCcWomT8THBCtUoPDEQ5fKmtmVwuhMDgamq4LVu2MKIhDnqKwz30ebkUYG6Yc+AbnftCER/BwGbtGVJKdHrAWQmC3XvY95Eqn41UlsJ7z+w1nK+JOfRLjt8IQScKHaOTMuEFHYQR5XFmJhsRKZVKDz74ID1yyPPXarXPf/7z1GFdy3EhxHPsE2vt/Pw83SbYn8zvh0IzxS3k5dyykeSzGiV162btXu2rTqfD96XEHiKToi6XNZIfG2ui6odvHnwpBYJLIRKAlrOpt1nu26m4Yr+FdqfbjPPAWx/Z//xKoaKcc7lHllvyN2maMi8il7P8ckORl0FhDVlAvzq1NOl0vcvS0hIhkfIEMSY4ceIEYxivueaaer1OuiU2ocYoVqd17/3Q0BDVhobu6yWa4ROF5iYLRUfdEML4+DhnFT6OMkMonPZi65v63/hofxVqUI4QJWX1FehKI17z0AQ8NjZGe0p8X84Jyj6ytQDK5fLo6KjSRcyGpW3Qra/64hvb9R51QOYC3Wly6bq6ICCEM/zNecilxTfdNhR0msbVa2rHsbGxGAdwRorzHqFYF/GFoljA8L8I1pk/YmRkhH9yDlE+m8QMNQXtnmTuUYDa2dlZ2mrVMVwxjbaNjLKINBqNJEn07koHmmITG57vo5T3a0pYKz48wHofUuDm3U9F+CYb4JvzkL78Dd9lbFLhQKHNaGhoaGZmZsuWLVw4Un1yQxas9pxAkTqMFHG1Wp2bm9OBS+cJgmWdYkJhfyXAV1gwNTX1u7/7u/V6/etf//ro6OiuXbtiM6eSw7SFx5l8AZDMQETeSJG0ABF+5/Cdnp5mVrpz8zcM/yE4m5ycZC5UJuTldjnq06MQR1mrcy/CYkMDv8larca+qlQqjzzyCPt5YWFhbm6OWwPaKB8gr2VYuDY1zkConpv64K1WixwbPcTvuecepnxlhfV6/fOf/7xuu8g1tBQxI2o7YDt1cs+ybH5+nnOBZl/U3jt9uhugqj6h/JMIWFGjIpuRkRH6M3FtXS6XyV7QfbVardL+qF0Xw+INkz745ub9R3MAPkGWM1uFhfcCDxiBsWf0kvdB3Lq11HUPH329Tcedrn+xBMDlOori4RRjdxQZcfRDJmSJ/c96NuoiItfPMEaH3IFS530bJYPQSZyYAMUgQQHlFamj0Ppc6eoL0gEf449YYsSgz0tsJ1EinBjcxBRpnHiwpwYexPZNtzrfoHrOxdBQG6mLQJpC4sZoGwit+uEbnpbl1lhvA4wgs8iLfTrCGQf0K8z/JuZjUFDLJNrpxHnVVVcx0DJ2cgIwMzNDyi3Lsq1bt5ISZvdq/kZmftKX2Gw2kyRR9KMWagAkjXim9/4Xf/EXuRx1znH86OKWioN+4robDBODaduGhoY0HynD6LTlscpjt77rIpYS5/eTYLz3XXwDKuMgIXVhgG/WLX35G0QeKvEwnZqaIgWNwoBNhdpsNuksrNOQj/ZbIKlLY8fVV19N+wUdV7nq4qjltXQNQbFNXSi2FJiYmPjmN785Pj7+6quvNpvNu+66S30VNTMYAAZwscG6PhsZGaE1t2d+jC3rqk25RR/6+9/EKkSv4lehfaWURlw5I+HprHPuF9Pj/qKL7/Hx8UOHDtG4wzi1eOmj32qWZbQu6ZpJ2Q7dw0shEdlUBsLQdsBchbwL10O/9Vu/NTo6Ggff2iKJM5ErfyRRL8VuRFx1xeqKfaLqYXl5mSkE9X2Vy2UNt9E3pUhU05CQE1Y/QY1q0Qs1eOq8tcIa0i8+fN/RHEDIYWwQZOJMsOKR5dY6MdaLoNNJuyEzdt3tue7howsA8Y2I5L6b/waR6kUBbXVoqTeAsiwcVHzdPW5hikV6FgyIdqjll5IkiWIgRMim3W6zznjBqh9LHBulnlXxq9FvP7YFSJGDmOfEblWx5VG9ZLpvqbijrA500IeNB2QPvRcvmWJ4jdVAkI+g9j7lquMKpUhoqXNOX3wjoYgiRgCcB8Gxs7AmONu1Ypy3sfVy4G9CYbLkpiK+SLne6XSIJLinL/lp59wHPvABAEpCq6/Vtm3b1Hl8aGhIs5oxbGVkZKTHZEkblmbMB8DtYHtco/jWaMmluxhXp+Pj41mW1et1RhFykam4yhjDKZ2LfL1FvGB+t44RQLqZ/YKRkEvInXMJcPPuQ8uARYAEQccO8M36pS9/g8hDBVEAjk5eGlGldem7VGOWTkOkHxiSgGJ+UVaDERY90xN9uGZmZjgQGTkVCsf4qampu+++mxRFPClL4Y2oEJ7rV9p3elSdjsL42DmnudH64RsA3MFH8xfTEEt2igHwVNv0Q4wXr/TNPDe0lyLgoud3jTzilE2nH+18+orqg2t6Qxq8SYBxA40eiIbCbZNgsVQqMf5WTWk8eWxsjOsbxRzqdmCKbD2aYJqi01OPPlNkDIDpcfUEwi81CgBIkoT+PURgpVJpfn6ePT9V7A3E+9JvWu/eg2U3QPrgm4/e90zLByCFdwjIg7Vw1FWCQJ+brioIvHh98u8ffOaUdPENgMwFCUA44w6P6Etk38aWFz3tbEDAj7Sno1ZWVvTt9AzF+JPB6kyPFJ0EerxPekZ7/GfsbN5TYQyV4qUCopzmxDEK1rWd+qce9DS+Z97oIXH1KoV3WlWcGpSclj6pnhnHH+iDnBvfeOtsXrC2Ra43a4IvWh3Oy/kGlwG+iV8N+RtalGgrL5VKuvGFvmWuMLmiBqDe3wRDIsLEsN3u8p7uB9zaJcsynZR4QJKbn0bsqcNJMhRGcJLuDIJhZBydx5m6Sc8cGRnRVXGz2Ywr6QGgPcPyLOkG8HdxScgl5F4yxTcrBb7xoT3AN+chffLfRNkpALRaLabGJ2dAVKE7T3GkatoVuuD1rOFoadIVJCemZrP5Z3/2Z1yI80xf7Ei1efPm73//+5q4lgYgXdXxZNZJB2TWHEKgitWMZ51OZ+vWrd/5znc09ZY9a1uiUGSjmZqaeu2113QHJdUKZ+MbpaNjbwP2Qw8xE/s3hMLX0hep6M/1YgrfHV8EvuruzXFaF4IS/YTixTcAopmtW7faIpANgL4yxa+Kdfg4jUaDsfdS7GxVrVa/+c1vcvdy4huNnYlD1VAgMO99o9H43ve+t3nz5vn5+R6HbvbJxMTE9773Pe7BHncjQaFq3FjL6oD03jNuKw7mj/9Xb3d+692+0gff3H7w5Y6H4hsTLBcJcbJXZzzxznnMD9c9fPRYjgAJLgXgccb/BqvVdmzlice5Ih6uFnRp0XPh2Zi7HzhQnsMVUYc6v8egGZGtRz+cs41E8Z8688RWnh4Y14NddJDEPAqlx0DZM5x6/kT0wcbOE3qazh6x7Un/7Pn6KFrDufgbZ4tcwHyc7g8oMLH2z5WFb3SQsAPTNM3znDO5OgaQL1H0ENup+QuN7HRtHB8f1y1iaI2yxeY89ChQtxsUdCYHgCZAon8FaU6JdgcbGRmZnZ2tVqv6CZAC1/crxf4MzjkNXDfGxE4IurDXX3DOOJKz8Y2XzEtmba74xgHEN0YG+Gbdsja+sd5p5mKuQZ14612/WkIfUYpYoiTC8Xrx7NTAOua4Y6Jzjqt23TRRVbWIMBqZnhy8PM9zskExS8+tg8/RCzoR02u1Z/JifKlSFIh8XCjGGO6EsH37dn5sZE1jQKYzry9Cls7B38RrcS53FN7pfMEbLSwscAtDNQlxscJoJiZXRWTt0pqr1apa03QKDiGUy+WpqSmuSHgvZqmZmppqNpuxtiiVStu2baO+tEWop75umh0/+MEPah4afWTOAu12m3sC8HLqlTRN1fLd02k+2vyFwHp+fl5j7jYYx/STfvlv9j7X3WBZMkBcd8bo+72817sVct2BF095eG8BGwDbzfT1fusfyAWVeCbkLx87+NJxuwrfkIe70C1ZN74R7yUHbOaxAlx//2MtwEgQF8SF4Ons3IO+1hAPuqB1/Uq2jI7NbN22ZXSsOlkr1ctjlfHm7ORYZXxofHh660y5UXGOlFgKoFqtA0iSrFqtO+MrpWrayRDgrXT33Xah0qjbIB6oTTa5I/fQ2Chvuthqe6CVZjyuT007YPPIqJHQnJnNnE+tc0X2xMTkRnxqTalWZW0T1Uq12RgaH640qxO1UqVZdfAektjUBDs12bAmA8Q7Mzy0edvWuZHhLfVa5ZprPtxqddhsACLgJuN9JZwp3G2cxQeXAzfveiTrjhB4IOkC4gxeNL/fTQ88McA355C++zMQ32jhL/1q6YdvlCWOF1Uxolf/klAQvwo1kiRRmwU1t+4ZqSHrKCw11HO65IpdCrDWpjNnt1/bFq/tQsE89yzmYj8G6uylpSXnHF0mY4pePSvd6s3h3vXF9GRWXF5e7ulAKfawPHt/TTZDioQNyr2HyDk0SRK2X0PPQmH74x1J57JDyPFqOj5NYKVBvyFaQGu6W/XcOvupXZG16Gz/BkQr+H7jinW+/fbbKCJrRGQj99HsJwN8M5D3LFcuvvGA81mQ3AQsAHccfHYlnEmPTGdnWtCcD0ZCv40YTLC+2HMgdZmHZD63cCvpsodr563UJTxuZSseLs0TXmi9GR4d4vH07JSBdCQ3kNPJ8vQ180t5O4PL4KqTNdY8PDFigk1dds3/+SEHn/m8Pt2I7ztendCWjFXGeZCL0WML5yGletkEm4vxkNpUvdIsD08MebiOaeu/uWQfGLvawBm4Fdee/tDsqWTBwHVCevL0iQDJbWZc3ndziqh4b0WcuhXTPiUhD5AUuHPfk22BBDhjjYR0gG/WL33xDXcwjosTH/qI9JEQ0ch6rLyIwo7YwxcRDRCivCZZlsVJeOMIDkQARYEOHTiIk5Rd6NcLSlTwT+XwNWpMz4lpGyppOvlrG5SlRGQLO4eePkd7aMaKQYAU/pKKt/S/lHExxS6bGnyrnrlavzpnxHEicW/rcY8dTVNvtVqtUGBNBSv6Zr33alDvsVawWjWKoYBBPS4g6iDS00th9dYWNooyvRgywDcDec9yReMbL3mQ3ALHctz96PPLwtHGEchzusXBFmaWtYovxmvxS22i0cVJeXfHiW0z2/VYS70yBUHWcbXyZJr5APDf8YlaAJxHAKrjdcnRrEzxFpKjUZ4MBvCYacxJTvc3QDAxXIbAJh6Cyeq0S4VNqozVIOCZEDTKk9zK64NzH0pX8snqFASVsWow4L7p6UoGwdZtH/KCLPcBqFSbZ3gsgVi4HBB4A28Ajzzx/Tonom8Q4R5nxLcD7nro2dMpJCBY44MM8M15SJ/4qQLQaOEv541v9DiEQMs6/1Q6IYQQ58wG0G631UePUXw8nwYXMgqxwYVcBVaTMfrLuf1d/OqM8ojMZACyLOtxJ0IRZ9tziyRJ9BH4jL5IoNnTUXqjcwg9o1FMQ/H58aSpwEX9JeNdtBSFsA+VFcuyLHaTRBQzHJuc9K3RZU8fTU2KCm60Wg0qsdZqoE1PHL5Crpi/UbNdTAj1oGTtPTYyjjs9d2dujAzwzUDes1y5+Cb3DnCAtcBxi1v3PZV0c/P4zPncSx6CAQyQAznQl6GgrSg10sngEZJ8cqICF/KlVve/cgcPZHa6XINH1u4gIG214fz89ExneQUBNs3mJ2qNzaPbK835idr8RA3LCVKH1M3VpqrDE92qPGAREtscr85U6tXhMViBFXi4VvLLH/xwSHK2AS58cGq2NjJeHR6brTaQWX5RM5XmfH0aDrPVSWQeHtPlGjIL4+frk8is3mh2rILUcV/T+YkaTEA7h4XL8jN+VF7OHPcpjBcwQB58Ji71eeKyxGUOSIAde59aNhopKWkY4Jt1S5/9pxCIb6x39MXxQaQvDdFX1DChAEIK11RfJOVDZFFSkBErwjh4IY4/12eIdX+MhETEWqv8zbuqQI00UUVOJarGHf0zFOY2JvjSJBy8SkMfUeADojEyHGdzEueQHpdqRBCh1WoRZ1DigCMUeEs5px7uKoZETIjuCtGuIxKy0bY7cYK4uFVqQNQ+jJ1YsdrFUjskfqKeYJMeJ1mJ/G9ioIxoV4Ee79cLJQN8M5D3LFcuvkmtkWAQjAlYBj5678PkbzKRTCRFSBEy7mQO7kaSr1kcMovUI/fIU9/yyPPQ4YFHvpye9sh5Qtss5aGTIW35FYO85Vd4kCFNkQRkXhIgN7bFA5bMJxa5g1lJl5RPyiXNpN2xyx75QvuER77YOcmb8l+HrJUv5qHjkWfSTtyKhzUha2XLJmQmZB3T4i883yDhQccut82SQRKQATn/Pb3wNhtjbItP3ZbWQnaaxwk6ObJ+/aMAMQcySAZJYVPYHGgBH935cAIgMEOSS5wb4Jv1Sl98oxBHwc154BtfpDmKHel7oMnZyl6ZAzXH0EzTEyfiztp0SYNEeuAFVie0XaMXooCOHj4Dq+mf2DWkp8FYrfKxOougLyTmt/q1J/aS0UpiyBh3oKz23SaWUn4l7vAYdkgUECtFaAAKo5hWroCmx0ZGEBMjURrmYpCnRA6FrYqxmgImrGbytFf1kXv8i+ORoDELF4PCuULwzbo/1IGcl7zH1xeuNHzjAQnGmk5iZQW4+9Hn325ZB3Qs2g5th5bFisOKw5LDosXbYe1yHHjL423BaeB1Iz/L/TvASeAkcCzgDRtOACeA48AbNrwDvAO8HfCW4BjAP/+hnZ0E3gLeBH5k3DHgGPBjJyeAt4F3Ak4Bx4F3At72+Gnq33I4BZwCXjeyyP8CTgA8XgB+ktpTwGlgATgW8LqRE8BJ4C2HNwzeCTgBHBOcBt4wOAG86XAaOBbws9xzm/c3bPhZwDHgdeBt4Bjws4DXgTeANz1+ZuQYcBI4je6D9OuctwOWcyznWDFoWbQ92h4dQUfQCXijLXccfD4B8sy79jIk9wP71PqlT3w4EDsXd8HN+muPqZcQWRn0v9TxooeoyPO8J2cXL4wNUj3zS48CjsOe38vi/uzcGIiUbnw7rRarPWwQadl+aQ9CFEL1rq3qgQLxLz1WJG2zQsNwVqqMUPBSPeyLkiWKb/hnTyB9DzrpAXzxw9Jp6ewXF//Zgwhjvx8e9CQ1P1ud6C/v0di3MTLANwOJ5D2+vnCl4RuHIMEA1gFvpdj52Au7P/7Mzl33373rhbvu75Y7Hnjh9vuf3/HA8zseeP62fc+tXR564Zb9z12/+/CtB56/45Gjdzxy9Fd2PnbL/udu2f/CrQdevP3hT1y/+5kdB49ev/uZG/ccue2hl3jVXQ8fveexl3/lzkdu2/fc7QdeuGn309c++NTND79w08HnP7b36TueePlje5/+NzsfueOJlz9y76HrHnj6zkdfvn73M7ceePGux1756K6nbt73/Mfuf/LeQ5/+t3ccvGX/czftffb63Yc/uuvQjoMvfnTXoet3H75535GP3f/kR3cduvXA89fe98SNe5654cFndxw8etPe527cc+TGPUduePDZG/f8/+2dy3Mdx3WHvXbZ5Yrt0sZ/jJdZZ5GFLVFPiqBIkZTwIgnqQSd0JL4JkS5HSSVKyuv8I9l4k8rCG7tsKyJIAhf3MdOvc86XRd87GAB3QF4KBCCif/UV6nI46BnM9O35TffpPrdPXr7z1vLNC9e+fGPx+txHq28u3fjwn/71xPxnp67cO7F8Y+7qg5Mfr75+8eabl2+f+vT+3NUHJ5ZvnL/64O3Fz0+v3Hln6fo7S9ffXvz8vSt3T1261XV9zizePrN4+8zSzbPLt84u3zi7fOP9i9ffv3h9bn558drq2U/ufjPMI1wRC1FC8TezqtPfTGVWdT11bPuyE22LwPaOk90ltLsrmpCRppAmBmXHY9v222f7IgAADaZJREFUXBrLJparGQ1pH705YrM9dyS0p5E3J99ODrDHFdhbNnFLOy4UrR4ma9lEbQU1t0ug5fba25tr1WxpDxi1D7HbqFlreGjHjdixZ/s+tv+oHbe7a/897hfbI5R33IIXqOJvilp6xttn3zV/IxBTreIGLvbhkfLYk2BIPaQe4Qa4IX5IGBFHOR55Gs7GMTq1EmAYx/+shEoI4IxRIsAg4KHyJCNIDpsh6jg+JxnDWnOZQcg53YKMy88l9P3WsZzlUbOtD805hMlZ5Z+ZfGK1jvepdWuLn+zTfO778dGHNQKDynIcUY7PyT/rwI6znUqFVugIGZL6uE3qHqMeoxE8EtaEClydCDVSQxmfmlkpqaCGpOxv1pRI2OqzMTETLI4pKjrGkhwWaJIbjwg19NFTF1drgNo0JHBYRJ7nhQDY/lzMXvOXH997DIJiIWG1kUDF79d7SNHzaXcnd9PVPZVXP1ldU4JFiAL+oOKoQq4VUpOAYULPLP/H17mKGjCOgk1Gsjx/SCIpz5T2GoLFSEqISMxTmsfPha25QE9RU5l3dLU223N/dpeP1A7N6julQ7MeN0+FaQ7UHLRZB6Qdh7DH+Wwzly1/maOTk9gk/jWKJUUqYjAUw4gEB+8u3HvI1vS0fKx8V/d6sT4+/kZMs78JcPLKzUdW/E1R0XTt8DcJahhO8zdpX/3Na42/ISoWDCn+5ghoVn9zouVvnqUfbr+Ucq3Q7G8GEcn+Zqua5XnJNHT6G9W029881We0K7O0UpM222WSm31f/M1+ldO1f17+2Hb5m91ltnfYU8/kbxwpTupSIno4tbj6GCa3wp41b8bx8jcGKo2/aY9PTWpwU/OLio6vxuZmm7+xtr9BgoB/Af5mfZe/MQ2dz9eiA1HX9e/ixCerj+QQ/I2AGUiFYPQd6eziV/+HqAUZk8TS1lJnE3/TkP1NNjff0t/sfvbrpF+n8zrvk7+ZVV3Hja0MwUyzL3t8o3fs2Pq8ZXEafzNZn2XsbyKSJo/mSPRwemF1HVorBIbGJBnd/RHF3xR/U1S0Q9nfmKbcj5P9zcBk7uKqg8bfODRlN/J8R9nVwr728b0nNg6hMAiWhxvC/rTiRQel7G9yntTsb4yDiL/RcfrxCiVar7JwdvGrNZVgLpkTfONyxg4Gay+Blj8r0w0K2/st2tpRpffo29DWFNHdmtXf7Jcf6ipnxzIfXb/+1OszScjQaDJQZZNFosdDXWNPKZbUUEzAEWp4b361ZyQbJqtEXbMOslltti3z2vYKcaz8za7xqeJvioqmSTFBEqKoqVFjQ5VTy/caf2MQUEX2HADfS7tb2Neu3F1v/I1ZzP5GO/NXFB1Nvf7x6mPZygOfDsrf5FZctcJwtjE0f3b+3x+relxe8SWpFwua80tpatYHadi7X/D5/ES7wu+vX+naf7/K2f1XPN9pNAmnWr809jcTi5M17jAzTSoklQgjXAVnPrjXFwKbgWEyN46OUo+OsP4e9eG4+JuZ4ou76kFR0fGQtP2NKN5sqDK3dM8rWEXy2d+IpX30N6+u3HmimAkazCzmRlVC17qoRQejZ0gxtI3sb0TGsYyT6YIv3t8IKKKVwIiNofn3F75aV61wzlwwnzSqJhOd1B9m5LmuXkedf3Ga1d90qX3Ce3xtn17+JFxrh8Vp5XAw1MjNjgkpmRBUHAxxFZz94N4o4dkMDIP5lIcNJaAjtPgbUpRkoqTojHdWbjwUgvkt2557xjSMKSo61srBCYmkqKniVEfb/Q1GQFX309+8dun2Y0E1Id5EJbcwEkx0KkUHo05/2XFftub5W6SZwXtQ/katTjBko2/u/PxXPbURqbLkTaKhTboomdXc7IO/4aAszr4on7DuWmp195+T60lnQa2I9PZl7PQ3ogjR1MEIX8O5D1ZdombTU0VTUSyBKOqw7nzDx9PfvH35evE3RUVdGnfepKf4m2i6v/7m1Yu3nkREYvY3KZdc/M1h6zn8zXo6DH+TQFFc298MlJFpjfk84qlbC7OoTjExOZyma/tU6bRHe1PDd++/b9/TGfV85Y/rQOuP7Sq887g7/c3kTGSKvzHN3cbklQWGBAcX5u9HxdEP+GiIZH8DGoq/AfohrQv1yKoRdvrK5XXYgNxpaUQsqLgkdaAKdObfnj4bslB46cjhaoolLIFPVIGFhdsJi/SEkSIx1eM2Y1aNM+7ljDQ1VEalDF779H4PSB4/QCM5maDkpMZTSYUDYfr1V+I4YhefzCWroo6ijt64ev+vwogePEE2CUMjhoOIa6yhVqsTMcBm5Jdzl/rQZJKapJEaI6TCEcS1cppWSj/IqXMLzoimmTwPrsyfmshGWIU5F+oE5y+tDOChsyhp/HYiQkokL+rFQme735H/vVB4mUgqXoOT2mvtzDkNgxQ3ffrgwt06WJXWjRwbo6DB66xfx2Zh04QF1FusiY70d5/c/2MiAKRapA9DGIJoB+PpvoUXTMf1H2EjZEIcEUeEEeEXVx78xajwmnpIRFBh9moyu3IrDXWwvqcfWbn21Z/X6UMfNm2LntJTHlnhKNI31iNPAhVUsFZz+derG3Gbv1Gk+JuJfI1Gdc4EgwsLH1VGbQQ1VVBDjKSmSTVF0qG/PRcKh0h+YXeoRxzioIKhsbz4pRgRH1I0UE2Q9uiX7pLbSibM0Bgom2YDeOOL//rvdZ4oDtaNNfiL8bWNUwlOwQoHQsf1/ybyMPEwsaastezC36/85o/KCEKqUUh8i2l2s0iJPsQoeRG/YeLipw/mL98/femLhrmLqw0nr9wsHEWWr55euXZ65drJ5X84ceHK+at3Lvzq7hMr/qZLKhJTXXsXqROXfnXj4UAqqImelMbdYjERPb7GeXQqoVA4BtTKyBiqDVWGMDR6wkbiwrkHPubVjXNEgk4GiWZTTruTXdRIZZDiUMKI9Lcffnn61787vXjr7MKNk4t3Tl7+5zeX7p1euff6xdvTufRZ4SDouP5zyzfnlm/OLV+fW75++tLnEz47c/c//6dfPbLKSYU1Yb8vomXfJo3D7Jx9Ggz9IMFGlQJsUm9S93ED/KCVTyq0xqoKR4cKhrCpDCef/9qPFVv+Ztx7OzY33e3PMfE3ofW++LBK7398bfmzu6+eX3pr6c67S3dPLd55b+HOmcXbp5Zuvbt0663lmyeX7k7l3ULhGPDB/Jfn53977sMH5+a/OLfwm3MLvz278C9nPvy3a//4u4ePR1WsY8KMlBSiqH/6N3CHJGAJIhZSrELoxzgQGT2CPtarHierPIxgQKwYdQ/Vd6b0K+wr069/yHklzbyZN3GanAan4X+HbgN6bHh6EMkPD2avJzNKxaU0VB0aleHFQjTqqDHVmSRO1DcL4KJSOIIYsRksF5G6rgEzomnCEpb9TSs+rKtCHA9/U8OGD33VNecr+HrkNuGxsg7rsGkMYAgD2IDHjLfvZqNQOAbUkSrSD9IPqZ90kBgkNiNP1nOj4vJCsYCaf47+G8RNukQr4sBiz2IP6W8qPiiuJiZJJDAYPyCncuiRSseEzqHMZmJMGhtWIsQKasKG+3NiA7xpzpbdPc9lv6RoQpPk087ZiUwZn94UDn8suDAFGSa3oX6AeSxaqLBooW5umyKGFn8zlhkGolR1jEYyvOIEBw5inpsGAh6rkDoH4u/CFQrHAMNHRoF+YDMwiFSe4BEBYTRKaz6G/PAQ9TxHQ2BMnotiGkS9qFPzwUAFiYjGQJC8sz/s3ovCdBAsba1aMkFRQE02ocYwzfu/+LzFikRQg4RFTFKIKE1CgCaxVKa9cnHh6ABJLSRxkCYmO6+1VfzNVLlEQgc1wfBKhDq/HioixMA4sVpEA+LQWCgcW0SrpAMvG17WnfYCw2DOafDqavtGeKLElMByiPHMDUHzgMyNUzN2nCCGEW4TSwLOUAQddHZlz5z5sbCftBbDSUZrvm6Vk2oqURBQBMKLaNi3yzRJyq+iw+jXYJg9ljfxJjm2LGKtp+KhT7wvTKEWyWE1waiiJXCS/2/sb3Kta/1Kh/SY+JsOdfvHoqKioqLvkto5pZ8pv3TRy61j7m+6XkwO+7yKioqKimZT8TdF23TM/U1XeFNRUVFR0XdLxd8UbdMx9zdFRUVFRS+LuqaAFR1LFX9TVFRUVPRSqPibopaOu78pA1RFRUVFRUUvn4q/Kf6mqKioqKjoZVPxN8XfFBUVFRUVvWx6Rn/zvSuSANbXwOE92kdk35f1KRQKhUKhUPjWCPQRjzr8GsB6gu9dkZ3+5qcrmIOqFwCJJMadObFQKBQKhULhiJE7bRJIDEDVM8dPV9jpb350MY4S5qUySKIRr2jgsE+/UCgUCoVCYSca8IpGSFIZ5mWU+NHFuNPf/GThDxVgjBKkESaJgB5+grdCoVAoFAqFHaAkAiak0SiBUcFPFv6w09/8/Nrvn1QxxZxB2GOaUr+dl7VQKBQKhULhiICSUh9TxIuQIk+q+PNrv98VXzzPz27U318e/Pij+pWVRz9YWf/hpT+98qn9zUosFAqFQqFQOFK88qn98NKffrCy/srKox9/VH9/efCzG/X35nfF32yC0dt0JIhGBU57ObFHoVAoFAqFwtHCcNqrIBoJNh1Gb5Nd/gZR0lqedBUrSYBVxMMeXisUCoVCoVDYTQSrEsRKJrPG15Cthfv+H28CA603Sse2AAAAAElFTkSuQmCC" alt="" />

. 查询缓存,判断sql语句是否完全匹配,再判断是否有权限,两个判断为假则到解析器解析语句,为真则提取数据结果返回给用户
. 解析器解析。解析器先词法分析,语法分析,检查错误比如引号有没闭合等,然后生成解析树
. 预处理。预处理解决解析器无法决解的语义,如检查表和列是否存在,别名是否有错,生成新的解析树
. 优化器做大量的优化操作
. 生成执行计划
. 查询执行引擎,负责调度引擎获取相应数据
. 返回结果

Relevant Link:

http://blogread.cn/it/article/6087?f=wb2

Copyright (c) 2015 LittleHann All rights reserved

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