临时表VS表变量--因地制宜,合理使用

2023-02-16,

一直以来大家对临时表与表变量的孰优孰劣争论颇多,一些技术群里的朋友甚至认为表变量几乎一无是处,比如无统计信息,不支持事务等等.但事实并非如此.这里我就临时表与表变量做个对比,对于大多数人不理解或是有歧义的地方进行详细说明.
注:这里只讨论一般临时表,对全局临时表不做阐述.
生命周期
临时表:会话中,proc中,或使用显式drop
表变量:batch中
这里用简单的code说明表变量作用域
DECLARE @t TABLE(i int) ----定义表变量@t

SELECT *FROM @t        -----访问OK

insert into @t select 1 -----插入数据OK

select * from  @t      -------访问OK
go -------结束批处理
select * from @t -------不在作用域出错
注意:虽然说sqlserver在定义表变量完成前不允许你使用定义的变量.但注意下面情况仍然可正常运行!

if 'a'='b'
begin
DECLARE @t TABLE(i int)
end
SELECT *FROM @t -----仍然可以访问!

日志机制
临时表与表变量都会记录在tempdb中记录日志
不同的是临时表的活动日志在事务完成前是不能截断的.
这里应注意的是由于表变量不支持truncate,所以完全清空对象结果集时临时表有明显优势,而表变量只能delete
事务支持
临时表:支持
表变量:不支持
我们通过简单的实例加以说明
create table #t (i int)
declare @t table(i int)
BEGIN TRAN ttt
insert into #t select 1
insert into @t select 1
SELECT * FROM #t ------returns 1 rows
SELECT * FROM @t ------returns 1 rows
ROLLBACK tran ttt
SELECT * FROM #t -------no rows
SELECT * FROM @t -------still 1 rows
drop table #t ----no use drop @t in session
锁机制(select)
临时表 会对相关对象加IS(意向共享)锁
表变量 会对相关对象加SCH-S(架构共享)锁(相当于加了nolock hint) 
可以看出虽说锁的影响范围不同,但由于作用域都只是会话或是batch中,临时表的IS锁虽说兼容性不如表变量的SCH-S但绝大多数情况基本无影响.
感兴趣的朋友可以用TF1200测试
索引支持
临时表  支持
表变量  条件支持(仅SQL2014)
没错,在sql2014中你可以在创建表的同时创建索引 图1-1
注:在sql2014之前表变量只支持创建一个默认的唯一性约束
code
DECLARE @t TABLE
(
col1 int index inx_1 CLUSTERED,
col2 int index index_2 NONCLUSTERED,
index index_3 NONCLUSTERED(col1,col2)
)

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eNuR+OeFlKH46XjduCktsfLw/Otj9/WQrlNo8+q1rF8rLVZ4oiEC+rfTX2up+NFvTpFZBHkAPj8qfTq73pTXCuQnmbhvV0C1/6oiik8ROtbq7Y9nR6dTi9PrRbo9r81WmBt8XURp6cpT1vxDcfw6qP7WU34eeQaOUq7Zbe/nh5cPrxcsuy74eXhcuGDd0fIabdv9tLvOzFeeHLeORI9EBE6k2ApQejPBWI8QfCGS8b4yHakL1n/CfuuOukxU2YeHlw8DIAaODlwcHLAKCBlwdn270MAD1DxxwcvAwAGnTMwcHLAKBBxxwcvAwAGnTMwcHLAKBBxxwcvAwAGnTMwcHLAKBBxxwcvAwAGnTMwcHLAKBBxxwcvNyefn/+GSATtr1j3gO2xsvu37pW8P2YfATupyy6qtTJy87aCs/XL9IegbSO29PlH70NPt24Spnw2J2ofW2tkrIvAs/X3jhrb58k8PLgZO1l7dmG0uMKfT+W4/xheY+4racMN0Q/HF35kU33p1Zt9bLujqf2w9IKd4eMfRal8YNGgfTWs/OlR043e8R7UAz+vHTKvg79Ol/z8j7nz38Id35/Vi/zgBT6oSn/AazX9ukKXh6crL1sPExS60vi74yYXhaf3qs9Uzyme7t6VGq8bAa8/ui+/I3O0yQ7WD8yWzh/Fi9QeaNuyg+GKitWXm6e13xxtyiSf+CjqWfKvo7fnJAx1Zfz56A0pBMa34NPjfQDtE8SeHlwQl5ea9nh3W+c3zW/LCl9TXVhHcd4udOzetfr5egS0x7cHvksdrVu5gOma8tUBzb192ImZ65xGBNTZLH7WiRhXyijVaGfHVlTvDxA+ySBlwdn1fQ/DkG9+8VPz8/Pz8/Pv31r/6d3vzi3+Pat/au3PjCXvv/wau/ht+X7zx/9VL+v0RZ+cLH35nefuz4t/92/eL95H+e+Kk9xlTcefeMqruKbd98UNs3bGi0IZKXU7Zt335Q28+G35x9c1O3TR/Xi97WjSuZLz+2L7954+O35+fn7D+u9sGrqzx/9pO4XqwUsvvjuDW3Dz8/1715M+nTS+kIH6o7ZY54QieblQfAclksvF4UrFhCuOJ2fn9snd95zwzIAUbPSsrVyM4IXMUBTghqr5pHx8t3izPXDzJ6o0D5jMF/6+EbaOIZUXPmbeHYYGK6JK+qM3tc2oXi5vGh5creQ42Xhmura4uVB2icJ4uXByd7L0kmfeNHm/PyD6739q72jZXl+FzW+fHSzUK+oaD++Z11pWa1oXKLRf3ip8XL4onnwQpl03c/nZffvv9neSfGyMB5armsqxrO9Uefasfvaxrs5+kwSxzhG8MpbgITx5dTVfflEtk8SeHlw8veyONAmdMLz9x9eHR4t945ujqdXqytmcePLSv6Kv+QwRBrMnd6urnep2LPKLKLGl73XiJT8W8TLoWBN87Lxq+Exg7lassgx0Ih9nRRvLo8v/Ecso8Kp8X6X+Wprap/u4OXBWTX9aDQajd756vXroihev/7qndV+WS2psT96/fLJAytZbNmRXtbDWEeAcPHdG282Lj6dLifTgJfr98pkg+Z7H+gnF+pQgzSzuMs8uaLIL16WvGwcuox/9bVir03F7Gtplcl06VNkaO6N3XT6ZHajedXWSz1OqNXeSPskg5cHp2n6UrBFUXz1zuidr16rS2pef/VOnebBk5dq4jZlx3pZmQl0Or3a2//zPzz6+OOP1fR3x0dXb32QNn+5Sax81ytHu38Wvuzh9VBJqHsblYz1sjNa72t8uUK5rF9WSdgE1zhGXUmlTVxbJw2/ytui7+vQyGkz5VxrHHnqmHAS4/z979B4sV15zd3Be5Q21D5twMuD0zT965dPHjx48rJUbx0LP3jyUomFDS/bCdLKjvdyoXxx//YfP/zww99++0398HZy9N3n52nzl5Weo1i4dE30IIY9WditZtP1Hi87oqfY2WDRPfZ2ovt0cXYt3Cjoi5f1EQ+jDkrOSXO56n3tH38okzW1vbg53F8eHtVVulvYbaXeCXnhur66yjwuXq7QvzNBz26gfdqClwdH8fLKyIqXlfdVmpdPHjTjGF2C5ULZ/X/1139Tvn73+z+UH1lebkK2//6XD3/99Vc7t/PzNC+rPc08H4wf7Oty37ZeQ9Xarmjd5eXqGqMqUPPQYufpuNJl2yoYL9tF1IpUJ0FHeqcpzn1oWR0SrifGLoidvOHNv/V9H/LVRVcR62yfTuDlwUnzsooSX8uD0eGydS/XUi50L6/O0A9PPv3jHyeT8dXfyTFOopd9l8jdgxjWYPThyZ3nXFjDUoZ18+HqU/ftW7KXm/TiRjU5G970iECPoyPHl5XqVS1TGrA66Q57p97Xnni2ybNQ9deMUZgnAQ2N0cpJft4RHqtivuC0bIoy/+pisn92ytrapzt4eXDSxjGaxPVnyshGauxc7/7f/f4PqpSLystVXLP65v3888/vvffeRx999Nv//MfSihckL7tjnFXHiIqMlKFnrcPr48WrCE71pjnma3Rss7arnJXgPaJ6kzN1Qp48yixfkwzfQXfl0L3Dy1Uy6ekNnvqrxQm1qvajfBA9nV4dTq9rGzZUTTc5U9rEcexUxxzK9owKluu21SdF+AemJ2cbbZ9W4OXBSbvuV1PruBcv2x/97z+bjiv54YcfHj1qLvqtvqyTsyItXo67EVZBC8EU44vBaeyon2Owe93EP43sdnK0PFbvq64Noh5CzGNe6u3p5U4MrqLua31hp5vpu9NiezfWPu3Ay4OTNk+upA6WtcTpFwDTrvtVfP/995PJ5MsvvzSWu9IDQBJ4eXC24b6SOPAyQC/g5cHBywCggZcHJ+vnySVtCV4G6AW8PDh4GQA08PLgZO1lANg8dcccuiK7iOZl+/dKNkC9+wcpHQBE6JgDkpGXASBDBtHCjoOXAcDHIFrYcfAyAPgYRAs7jublf/23f8/zNXQrAQBsDs3LeYKXAWCnKNW38vJTnU8++XQ4GzfgZQDYKUr1CfHy5eXleDbbrIFl8DIA7BSl+hovL5fL+S/F/Jfis2evxmO8DACwaUr1rbz84sWL+Xz+/Pnzz569ms3mHb08ct/B6fkILwPAjqN5+enTp7PZ/JNPPi1fSV6uVet/4wIvAwCUaF5W+ezZq1XgPJ/P5vPFIvxrEIaI1b9GAteKeBkAQPPy5eXl5eXlfF589uzVZ89e1WaczeYHB+MYNfttS7wMABBE8/LXFU+fPp3N56WSi9l4Nps/f/7co2YjKHZpl3gZACCI5mWVlZeLoiiKxWJxMB4fHIwPDsYue3rky/gyAEA8mpfLSXKXl5fzXyovz8bFeFwUxXh2MJvND8ZOL6sWJl4GAGiN6eVSyvNfitmsiZeXy+VisZjN55542SNZ4mUAgHg0L9dSns8rL4/Hxfjgxx9/HM8Ogl6uJ2DEaNfvYrwMADuL5OV5MZ4f1A/HuLy8fPHixddff13OyvBLWRTuSJo/518FLwPAzqJ5eTabl7OVZ/P5ysvjg2J88Pz584PxgcfLI+8kZZeXPQvxMgDsLJqX33777YPxuHyVXl7dVzKbl/cBthhfrscxDHcboxx4GQCgRPOySmlh+xX0cu/gZQDYKUr18Vx8AIBcKNWHlwEAcqFUH14GAMiFUn25e5kXL168dudVqi93Lw9dBQCATZO1lwEAdpCuXo65qTr+xuvIrPwZBouLrE9MWQAAvdNJOvGWdD0oI/VhRjE3cIu3HfppXRYAQO+0N47/Duz4NMG1/D6NuYEwMr5u4W4AgN5pqZsY96X6UUxmrBIT27b2aWRZAABrJVk9/kDVeFO4H5phf6SmEd+3WGUUCr09meNlABiETagnRqau5a4xCo9DPVoP1jOmrEI/ugAA9EsbuYhhsqEqMTgVY2d/MkOO6/ZyUlmoGQDWQUsvq2/iPdVioEAsSwxgPe89BwD1MJBaFl4GgHWwOS/7ZRpZlqs4T0ju+jdGuJ6QGSkDwJroZxyjXm4nEz/yLDQ+UgPeQj8SGB+56uD61+VlT1kAABugt3jZFUJ6Qst4L4vvYwLwGGW3KwsAYE30oJvI4QiPtUWKuPDW868qXH/pqWUBAKwPdAMAkBd4GQAgL/AyAEBe4GUAgLzAywAAeYGXAQDyAi8DAOQFXgYAyAu8DACQF3gZACAv8DIAQF7gZQCAvMDLAAB5gZcBAPICLwMA5AVeBgDIC7wMAJAX/w/gWF+GahJ9mwAAAABJRU5ErkJggg==" alt="" width="477" height="207" />

图1-1

用户自定义函数(UDFs)
临时表 不支持作为UDF的结果集返回
表变量 支持作为UDF的结果集返回
注:当表变量作为UDF的结果集返回时分为TVF(Table-Valued Function),TVP(Table-Valued Parameters)两种类型,只有TVF支持plan cache
如图1-2
Code
CREATE FUNCTION TVP_Customers (@cust nvarchar(10))
RETURNS TABLE
AS
RETURN
(SELECT RowNum, CustomerID, OrderDate, ShipCountry
FROM BigOrders
WHERE CustomerID = @cust);
GO
CREATE FUNCTION TVF_Customers (@cust nvarchar(10))
RETURNS @T TABLE (RowNum int, CustomerID nchar(10), OrderDate date,
ShipCountry nvarchar(30))
AS
BEGIN
INSERT INTO @T
SELECT RowNum, CustomerID, OrderDate, ShipCountry
FROM BigOrders
WHERE CustomerID = @cust
RETURN
END; DBCC FREEPROCCACHE
GO
SELECT * FROM TVF_Customers('CENTC');
GO
SELECT * FROM TVP_Customers('CENTC');
GO
SELECT * FROM TVF_Customers('SAVEA');
GO
SELECT * FROM TVP_Customers('SAVEA');
GO select b.text,a.execution_count,a.* from sys.dm_exec_query_stats a
cross apply sys.dm_exec_sql_text(a.sql_handle) b
where b.text like '%_Customers%'

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" alt="" width="906" height="340" />

图1-2

其它方面
表变量不支持select into,alter,truncate,dbcc等
表变量不支持table hint 如(force seek)
执行计划预估
我想这里可能是引起使用何种方式争论比较突出的地方,由于表变量没有统计信息,无法添加索引等使得大家对其在执行计划中的性能表现嗤之以鼻,但实际情况呢?我们需要深入分析.
关于临时表的预估这里我就不做介绍了,主要对表变量的预估做详细阐述.
表变量在sql2000引入的一个原因就是为了在一些执行过程中减少重编译.以获得更好的性能.当然带来好处的同时也会带来一定弊端.由于其不涉及重编译,优化器其实并不知道表变量中的具体行数,此时他采取了保守的预估方式:预估行数为1行.如图2-1

Code

declare @t table (i int)
select * from @t-----此时0行预估行数为1行
insert into @t select 1
select * from @t-----此时1行,预估行数仍为1行
insert into @t values (2),(3),(4),(5),(6),(7),(8),(9),(10),(11),(12),(14),(15),(16),(17),(18),(19),(20)
select * from @t ----此时19行,预估行数仍为1行 --....无论实际@t中有多少行,由于没有重编译,预估均为1行

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uWfs0y5p+R3w/AamaF1BodqIc14nV6QFYCMIFE5ejrqErwZwmsSUAcA0wgYxrHlKpWNaWYk/LS4M/Cy28jKFCtquqJTkh5mrugO6stU8aPh4AJZEzVGgSO36CcBvuTISsBmECixLiOBAHiGGACGdM4RqZWM37Q0oK2w4xqhhdE06MjHPMDXzW0ggKplaoHyGKuWo20wrRrBmlkBSaNMVVrQTDVIlqCICsBmEgicB21B4hjgAlkWHEMu52yRkiyyEPWRtCsKSndsu7c7ke6jcDQ6lXdFaah1bs9kwEiD2/PZDcmmjYttRppxa1JPPsFtQIpllVTcQFkJQATSASuo/YAcQwwgQwSx0huSqoM5qVGlCNUCiPyELYROGu5LZG22ycUVETk4fnWbo+o1wwzsdtzwKBWIEtwHRiyEoCJJLiOGgTEMcAEMngcg5i3POV/It6boGGh7Go10gpCikJoUE9x4xKT/Nxuvlq7mSW+am22X6qP/oYBRkhwHRiyEoCJJLiOGgTEMcAEMhTX4Vu+MJgDV3mmKPXO7OGvVm6vI6tWtowdeShpw9agriJbp/YqTBukSK3Ulj3H6SrUT61mAro4+xyYEILrwJCVAEwkwXXUICCOASaQweMYJO3rMIEF6VgFKVFXFc3QVcJ1OEPpOR+4arWsCf+W9rxRqurd3IEs2Z5JFMyZB24jIOIV9zgp5bLqhjYCYDcG14ExhqwEYCIJriNiGE50H964vhDHABPIUFwHlr7F4Syxb/4ge/O4Dk21P9szBsJMYcAEMlmuQzDJD2QlABPIsrgOJ5KOaoKMQufmINr1i5nCvHgQkxcWOI2hDBDHABNI3ziG23fB9mOQH0RlCgHpOoiaCVwHMMFMnOvwPt11FSmaAVkJwASyLK5DILQiUPDUfrquu6vpaqCVwzjQ4mBWPbyjKGlOQ4hjgAlkKH0dpLtgN1iy68CuysF1ABPMZLsO6/kOWQnABDKI6yBmpFGIBnmD8Ni8CJkTzItXcb9QVSvgpodgCNQLYXiMv3/gTu+EWMPpE9Xt4SQ4R2sutN4ZVUxNafaavkerq4pmuAdt7byoH04C4hhgAhmK68Dl7euwJU9Uj6BWYAJZlJRiC9Z1KBrWVdA+MIH0dx2kXjTFjcs1xY2GdZUT4bOuQ7QK2eSvq2TsX0yTv6EpSNHIffmvINiJYXtzjO1uFIw1xdNBYX1rWIvN/zERXkhgljG3AX0dQGApDBjHIKZzQ1RA8lXA9zo4bSBOu4htRUCtwAQSXAe4DmAy6e86PN0HisZZSH0lEppwFU9boBdFBN/2KsHzpqSug7YOTGHrb8P931ylENdh2RU/18EMwO2cQO9iqMuACWSIrgOFmWHlA1ArMIFMuutAqo510D4wgQzgOrzacVvs/DKIOK6Dv0q4rqNwRO06XNfgbhn6OoDAwhgkjgliJER9HcVmWPkA1ApMIJPtOnzfJgcCa5b+roMMvIkhl/zjYjaYF63iGb7JIDOY3L07mUvhoyDX4T0h7rpFug7hOSzlh0NdBkwgYxrHgFqBCWRM1VokCh45FwisWQZxHaI0Km9ij2d0SFHyVZBVPME6kZZVlk4PKuvLa7D433i/8rwOjlTdnozYfAfdz3i4No58t4XaScE/HOoyYAIZ0zgG1ApMIGOq1nAB2gcmkIVlWAFCB/FyaWgThUBdBkwgYxrHgFqBCWRM1RouQPvABBJcRw0C6jJgAhnTOAbUCkwgY6pWEYK8MMYCtA9MIMF11CCgLgMmkDGNY0CtwAQyRmpFYlBlMG8sCskvBe0DE0hwHTUIqMuACWSM4hgSoFZgAhk7tVIeQ/SV8ydlQrgA7QMTSHAdNQioy4AJZOziGBOgVmACGTu1SlyHb3kRQPvABBJcRw0C6jJgAhm7OMYEqBWYQMZOrfK+DjLDSpKIRQG0D0wgOa5DksUIiAWgLgMmkChucYwJUCswgYydWpG0rwOJ3+JwlpjzA5AD4YP2gQkkgr6O2gPUZcAEMnZxjAlQKzCBjItafdv4nGKS8qKNg/aBCSS4jhoE1GXABDIucQwFUCswgYydWiV9HaS7kPR1sADtAxNIcB01CKjLgAlk7OIYE6BWYAIZO7UGz7CCvg4gUEJwHTUIqMuACWTs4hgToFZgAhkvtbKdG6IC8F4HECgnuI4aBNRlwAQyXnGMA1ArMIGMl1qDuA7IsAICgxBcRyxxsX+6vW+6tXfq/LWJM1fHTxljp4yxU8boqa7Rk10jUJcBE8h4xTEOQK3ABDJGag1iJER9HZBhBQRSBNcRS3xzRfeDG249sHbw3pX9X1va+4XFVz/7ivHpRVfufPHSx59vhboMmEDGKI4hAWoFJpAxVWu4AO0DE0hwHbHEvcu6HmvK/2R37gc75r+3NXv/xtn71k3dvXrs68tvfWlJP9RlwAQypnEMqBWYQMZUreECtA9MIMF1xBJ3N3Y+1pR/ZHfuhzvmH9yavX/jbGrt1N2rx762bOhLSwagLgMmkDGNY8RqbdYUhNQMxt1YTyGEVN1TwHw5FSGEUL2q1rMj56i6tRFzRaK8g5Rubs1IK8jeF+7GOKMipGjNkV9TYMVoaPWCK55RlbQhX11PuevqKetGMtKKe0fRjKlawwU8qYEJJLiOWOKu1y8/vNZ4cFXn/Usv3au1fm3RuS+8cPqfnmn5+NPHPvb0MYhjgNVAiGOCgK9WPYWUlGqrVVcJZXnPsLnc/mAL3Egrplr1lClnzZCdbY+QlbRG6Vp8zoExpnVvCGE/HWy1csrb96Sl1gzngYAQ4ok9pmoNF+A6gAkkAtcRR9zT2DE6nR+eyt+azA9N5m9O5PrHc31jud7RXM9IDuIYYDSEOKZwcNVqaPVITZPS455Jf7XibmykFSWlS9SqpxCq1wx7Xac9wloe9U0FrAh5bQTNGnHn8b5N6WRV74i6dtsIwgW4DmACCa4jlrh7STvG+Fzf3MqTEytPTvSPz5sf8nm84uQExDHAaiDEMUHAVSvdi6ikdVu/qp5R+WoVebxujMWGUM3oar3CVgdEgchvJGB56BEjDdfYi3omLbVi7O2ZDMaYqjVcQFYCsBpY+ayEkF1Hx2D3tzc+ed+an9+14tHPv/7wJxepH37+u8qvv/vRF779oV/df8cvv1n/9D3/8Iu73vf4V/7HT7/43h9/5j0P3/lXD338Lx786Du/fccf3/+BP/zm+/7g3r/9f+9+zxfS94ZyPDWJf9YusAvzeTyfwzPZPMQxwIgIcUzB4KnVDBesyMPQ6m2FZlSEVM31/35tBM7lsM6qPU8Zfep0ldt9RIQ+wFpn4ZGHV61qSjFbtWjwm5liqtZwAVkJwGgYdVZC2K7jpvGw3vCz42sePbL6RwdXPLT/je/uef2BHa/et3nhPW+9+PU3n/vyymc+v/SpT7/2xCcaHvvob358x/M/+MAvv3/bU9/5m5/f/56f/etfPXrfu36SetdPUsrXPhbK8dQk7lp8HjN9HStOTmRzeNkJbl8HxDHAShPimCAI0t5pidFIK6he0y21Eu0CZnsnv2fSjVrMRk0lbZgbJC4BrykUwo4ap+yiey69FU8oWppZw1RrRrXuq2ZNsbSpq/QHijFVa7iArARgNbDyWQkhu45LN40fNL3ys+NrfkK7jkX3vPXiXWue//LKZz7/xtO263jEdB3ve/o7f/vEA+A6AuKrr5zBGF8dnj/YNXOwa2ZkOnewa+bAlZnZLNYvT0McA4yEkccxI/EE92RSnY2K1mw5eUPURsCPTmy1Wk8RYkX3WQJtBAmn1Q5l3wN2ZW5HHrI2gmZNSelWeye3qxNchxBc7UNWArD8jDgrIWTX0T7Qdd+6J+9Z89RXV/z880se+2TDjz/y4g8/8OyDtz31nb/5xb+994kH6h6//z0/+9ZfP/av7/7pN9/16H1/+ZPUXzxy75//+Bt/9qN7/vThu9/5Q4vgOiT40sKTGOOR6Vz3cLZ7ODuTzXcPZ68MZafn8m39WYhjgJEzkjgmavtQJNjfoqvIbe/EGdW2/YrWjHlqJU4grS9LrXSjqdnW4Bg5iDySS1216207PPWGEcEjD+jrKAw87UNWArDSrHxWQsiu4+KA8cbZjRenu1qnO89PXT49dfH4xIXDE6ffHj+hjx/bPXp42+jBTSP71g/vXXNr1+qbO1cO7FjWt3Xp9c2v92x6rXvjYmNDw5X1L3euB9chwRdfOo4xPtg1s6BpZEHTSPdw1vwwMZtf0ARxDDBiRhXHROweioXgNJLSM2MIp4PROgOFtBGw26deG/X+CSkWSaD5CFDq3WCUc93BdZQLQbQPWQnA0Bl5VkLYGVYDXVtbdYxx93hf93jfyOx4/9RQ93hf/9TQrdnRy6M9bSNd50YunxxuOzJ09u2hE3tvHts+0Lx5YP+u0UOr+na80btlRf/2N3q3guuQ4HMvHMFEX8d0Nn9lKHt5MDs+k7/QNwdxDDAyRhrHxBEB1Go3W7pj2njVqqftE8K0ETjJFcIAQtrVbsJ3GBNgDOk0chtavaqbtbp5X3nvN0ut3PuEVStbBlyHECLtQ1YCsGKMJCsh9L6OK1suNGGMD/SeOtB7qnu87+xQx4HeU2eGLl0Zu950/djua0e2X2ve3PP2hqv6uqt7VnfvXGFse8PYvG304KtX1r3SuXbp9c1Lr28B1yHBZ55rxsR7HcPTuf2dM/rl6dHp3K6LQd7rgDgGGD4hjikCvmp1T6NXev7tVUpaU81QQzDACLUpUpXQRpAYinJvnK8EVb3njVJ7qFb6noG+Dgm42oesBGDFGFVWQtiuo79z8/k9GOMVl7atuLTt7GDHnp4jKy5t29Vz5NTgxTcubll6cfOS9o2vtW9Y3P7Wq23rXmlbs6jtzd+0ZjaP7P9168rnL6x4rXvjkp5N4Dok+KdfHsDEGFZ9o/PLT04sOzExPJVbenwc4hhgtIwwjnGiGTKs8Q1xgsdAVEnJigFLitUKBNYswXXggPN1QFYCsByMNCsh7LfJ+zs3ndvNLs/m56dyMyPz4/3ZW92zvR0zV89PdRybPN88cXrv2LHto80bRvTM4K4V/duXXt/y2lVwHTJ8YoFO/pnN4am5/OhMbnAi1zsqmJscCKxpFuQ6/Oy1BVZ6Ac2M7x6d5aBWYAIJrgMHch2QlQAMn5FnJYTsOtpuXN5wZhdm+jp2XD3UcrO18eKm162OjvUNbWtfbluzsC3zm9bVL7auWju8+/nzK547v3xx11uLjQ3gOiT42FN7sN3XseLkxPXR+WUnJpa2jPeP577yajfEMcAEkorpufbA10iI4Pdwprs1JAdD/UmpdckSBATWJCm1Bn/e1SogKwEYLaPKSiiH69iJve91vN178sTN1rbRrp3XDm/tObi5Z//6q01runev6t6xzNjaaGx+reutN4d2vXx5zcJLby42Nrza9Ra4Dgk++sROjPHV4fkDV2bevjIzMJFr6pjefWm6byy35Bg9S2DkDxsgsEyk6jIs7esQWQ5fF8FdK+C33K1JXAcQmASC68CgfWAiGb7raO3tWH9qO8buGFZ9kzc7x3qMid6rU32nhtuP3Tp/cOi0Pnh8x8ChzQP71/c3re7buax3y+qbO7XuDa9eWb/Y2PAKjJwrxYd/tg1jPDKdM25lrwxlb03lWm9kz/bO9YzMt/RIxrACAmuWrOsguxokloO7XC7AglyHrIChgVqBCSS4DgyuA5hIlsN1XFp3chvG+OkTrz994vUDvadWXNr29InXl17cvPvaEXMhlysHdpgfFnasefnyOnAdEtzx6GbzQzaXn87mx2fyQ5O5vrFc9/B8x815qMuACaRvXwcFeQeIXIBFuA7R8YBagQkkuA4M2ZXAxJDSfsiu48L1i2tbtmBs9XUMz45fnxy4NNp9ebync/La8VutzUOn9w217Lp5eOvA2xv69TU3dq/o27b02uYV/dsXd731SufaVzrXLwLXIcXtj2xsPtV+8FT7/hPtTS1tu462bTvcurG5dd2B1tX7WiGOAe9wHJIAACAASURBVCaQVLeG3HWwXSKSDCtRGdEqkuXs8ZRRreaImQUNf0nMJhb5BS3phySaGZWfly9aHgHBdWBocQAmkmVxHWuOb8b2ex1d470nb7bvuX60eeD0yeH2TT3711/du+bq7lXdO5YbWxu7Nr3W9VbDlbUvX16zrG/rS+2ZX7etWtixZmEHuA4ZXt/T9sySDSJCHFOWH5JoxiOOIaN8374OyVdBujICbrNY12G+A8od9TIwQ1erZ+D/8l53Q6t3dwFq5Q4RIzwhoajVfQuZ+7JpiQTXgcF1ABPJ8F3H+WvtmaMbsT2G1anBizuvHnrj4paN3fv295/U2t96tX19Q9s6c/Sql1pXv9i66oULK54/v2Lp9S2/Orfs2bPLXrr45ksX14DrKBoQx3AJcYyXtRnHVLPr4C4so1qLoFitkmkBykFiMEcgdYF874rS1ZpR3YvbrKnhtxmB68DgOoCJZPiu41xP2+ojG8zPOZyfy2cn5idvZUd7sze7Zq+3T3ednrp4eOLM2+Mn94wd2TLy9rpbe1bd3LGsb1vjtc2LjY2vdK5f2LH2xfY3wXUUDYhjuIQ4RnyBaieOKcJ1cCEp77vZcroOchxM4lvHvZuzGpsXhbbWhM8kpwJAiHbjrFrt7TvytMXrTF6GkJLWbUVTE5B5FtqFNWsKM/YwvH7YnpuZ+CG8k8AcQ/lqkihZGbUaaaXMvdMSiSUHkJVQlh+SaMYjKyF019G66vB6jPGKS9uWX9zWcrN129WDjRc3rTea9t449mrbulfa1i5qe3Nha+al1lW/bl35woUVz59f/ty55a9f3fTsmTd+eeaNX7dlwHWUAohjII4pgLUVxyCv6+AuJMGNfkQhURGr+xYoRK3s0PtmAXY5q1ZvGTVDLzGvjkit5nQBnmd/M10tsAfAHJiqU4VTOucw5GoVnAT2GKotfgqFrFrdH+4oMaOiek13ljvlCbUSp4tXrZFtBPw70FP3SvYuuAoIoREAZCXwCFkJXtZgVsJTTz1lPQq5D9pCcfZq64pD6zDGeZyfy2cnc9O3sqM3soPGbG/7jHFm6uKxyfMHJk7uGTu6deTAuuE9qwd3Lr+xben1LVr3xoYrby3qWPfSxTXgOkpBIXUZxDHikwBxTNziGMy8Ju58pj44YJcUtFC0TRLyVQpQq0cy1i2t6vZy67SYKzJq9ZSh6XYDCtRqtggQzt9ZixSgdbTmckVr9hywkVbMhVZhziOQ7I309EyyP4Q9CZ5jiKhftwKk1ep2GxpavadCU4jl7r3h1KI8CbM3m2dfGZW+B3z3LlI9uA4LvKsMWQn8+iHprKGshJBdx5nuC8sOrsnjfA7npnMzY7nJwezwtdn+KzPXWqevnJpsOzR+et94y86xw5tH9q+5tXvlwPY3ercu6dn8atdbL19e95tLa19sf7PGXEddQ0VZQF0GcYzkJEAcE7c4hozyqXBf5AGCFOOuKCkg+szdVHC1UpJx/qSW09JTM05h73mjmtD81erTRkDeHsSBeUOVDLML3mGI1So6Cd7NmttMglqdc4WI2pgSoKNNe7kz0bVzWXiCoq+7nuLW9vK96ypdyWNbrVEH/FUB3mmHrASmuoCsBFxTWQkhu47T3eff9a2//b/v/N0S+elHPh3K8VQDqtZ1QBwjOQkQxyAUszgmaqEXDuEsgQW0EXilxG8jsMoQZ5tMY/BtIxBGHmR/pnW09IHRF4sjbY5Ci2wjSJpa9ZR7UVw1edXqrkKotYDAQrwWs/ehd/wRSSxVK6AQ1wFZCeKTAFkJcctKQE7jYLTP3xpG6L5Csk0cRs4GxDEQx1ifo45jatx1+KiVeP7qnIVesZDwjzx0eltStcqzLDgHwA2JPI2jhn01OYdBLveNPDgxU1LUSvQ6NmuKt3faDhN1lTx1bkQoS6LQU97WZXatjGa2ASlpA3dTZoNlzag1XJT+pIasBMhKwDHMSgj5bXIAi2pyHVTEAHGM30mAOMY5RRWMY5i9g+tglpOasvuaFC0jzrIg1iXbO62EBx+1knsh9Eio1doOQrRBlamVfxjkivIsC2c7iVQrcSrqNc3r0rUUfYr47Z38vAuycnZDB3cttzb2tRxc41GcWoOvxZaUrIt4aZm++yr6YJw/ISsBshJK0L5zrkiZxyMrAVxH2RGW0wiyfQxxDMQxBbH64hj+3pPlOoolp5mqMrdQjWY1AKWUWwvJt8WpFUlBlZSvIirMLgy4d+6W5ZuFrATISiiANZSVUOOuo7GxMepDqFBfhwOIY4AJJPd5X/0IQ610gwK3ri8jQa2JpDyHSl6sOLWWonGRHyDdAtce+BoJyR7lgKwEzmFAVoKINZSVUMuuo7GxsZZcR5CNY4hjgIkkAtdBRgOVJKg1kQxiOUQli1Nr0RpHwSwEYlyHqDwXhR48ZCVAVkIBrKGshNp3HZGjOt7rKIgQxwAjZvA3U036PvWrE5RalyxBQGD1k5RkQeUDqFVXkaozSwMK3HlscVfkbgQRrsNZl9oItX3JRiQHRi2BrARgbTD4YxrXvOvAtZJhFXwXGOIYYJwZ8OXUEjPFDec1Rk54U1GEHHkAgRVh8I4Oqry5ikSthqZwVYn8QBXmrsXdIxL3dXBLVpPrgKwEYGQsYhgJnATXUQ0oR0cHu1kHEMcAY8eCzAa3XivAdRBxjSDCqRxArcDYsVDLwa4lUaumKJpRsI5EroNdwv2KtRPyLQSxPb6ArARgfFlK+yC4jrKjHLlVGHMWhpdhBQRWjgVlUokKB3cduoqcuMbQFMJ18FM7ygpQKzB2LKPrEPV0+EHuOkR2gjIMvn0dkq/k9Q+3kwSyEoBxJPv8DVLGuc9Ldh1OpoKiqIpGD0qg6mQR5D7rMbcksTVNVxXNINcly8UMIVoOzJgNHHTkXCCwGhk8H1S+4tA7/sisOnz1aNYtTuVi1Sl0lVRMg2sRCKBWYkBMcjnxfqf9IikJorw1smEzU8YZdzKlG2kFIVVv1hR39rEImk6BVc/i1EqtK4zRdZWVMH3XMsCF2Ax2n6g6XAcQWP0s6HktykooyXU4naGGppiVhdt0SLYielsU7XW9Jc1NOFtDlutQdWf1CFoiQ0GIfgN7nQa7cQxxDDA+LCWC4W3BdhRSmGXMNtXq7OvgDlVJwp7911KZJJnbMVNC6RkZVUGqllYQUtUUQvWq3qyrqDbHgQGWzECCFdT2xbmOIBC5jiBGogjXITI/vsdGfgbXAYwdC31kl9F1EEtUnXQUJsSuw/mCV0S2eowQboYVZjo3MPZ8hjgGGAsWUn8R4/Qxg/2R2ynEdRDtGs43HNfBDCtvRUWi5YWtIlYrf1hD7MjTVKueEpak5tsSkK0ZTOUSBwlJ20CXfpo1x+9PqUpRriO8DCt2CVuMWpcsg3hWRLREtFC+OrgOYLxYelYCDjPDing7k/zTLcZxHZ6S4DrCIsQxwFgwcP3VrCm2DTZvUfGmht7xRwFdBybcs/tNFfV11GtGRrX9v656psRy1KqZszV5RtN3VGcPck/0PdLwzjVmhonmiXEm/YX+SSDJYLK1u7gF6wpdR3neJkfSTgzSYLBmoxTXIbcikJUAjBFDSa00tR/S2+R2x6hvX4fTGMn2dQgrG3AdobkOiGOAVcEC6i/P7Ej8aIbcYADXIfQWbMpouSGLPIxmg2g5pr26nkKoXlHIKbS6eT2KVjcR2XvpKWakFVSv6bSW7fjDp4kBmDSW23UU2ttBWoUg31IOhOs0uN9ytyAqJj8qswBkJQBjRI7wWYMqnoIwJNdhaIrzYLaNAeEPiIe72HUQJclggBxmBlxHCK7DvicgjgFWBQtwHXqKuiG5D1qiUvNrK3XjGm894xn6okI1jlitGRU5SjQ1y6rV7JlEqt5taPXOFL+uhO1nAHXGSLXqqjszsap3G1pa01KKghSt2dDqIf4AUiy364jvC5yFArISgDGiV/jcRMqM6pgQPUXdPOG5DtKBG2zasvUqOO3VBSXJpaT/IFeMI6rGdUAcA6wWBncdhlZfkOsIIklitLyI6xShWt0GgrThUa5NK9nM7L3MaApCasaUoWarTFeRoqVVqVox7sY44ymjZzRH+9ROgYln+V1HUgBZCcC4UKB6r8w9TqNZU4TdHTBfR9lRLa4D4hhg1bB8fR1Ry70wcNXKNMrwogpLrc2aghQ1ZYYIlgw9EUNGrlZmX26TAXRLAlkGS+8G1+EPyEoAxoVFuQ66BgDXUTmUxV2sxT0YY4xXrXUXHsIYQxwDjAMLeDXNry5jthYnBH6jlAkp9BRCKdVtFKjXDEeGzZobkfiolShA9n9ar59CYyeQZXGugxrHJmrlRQ/ISgDGhYFcBxkl8vrKwHVUDuVyHV2eJU924Z5T8gwrhxDHAKNnYONBVG1MtiiznZhBrlbbwHvaI9nhvJwcDEeGblYGR63eOEbP6MwrgLpqN7JCMwGQoVS29HBJToUProMCZCUA48JArgMTo6spaU0F1xEdKuM6DmH8ZANeNQxxDDA2DGo83NuJbn6LteXAoshD/HvNat19o9S7HLEBCqlWIgXceR4QA90Q8SLZzgrBB9DLAjoqBauA68CQlQCMD4O6DpcZVfywDsd1sJUIVCsOKuQ6hnHdXoy7II4BxoZkLFJQECNYN36AmcKAcWTRrsP8E8IDDNmVwPiwUNfBff2yANchcd1UGcybWwfql0q6jp5TEMcAY0bWP0iiGfKFVBNO62kcAWoFxpTBjQeraxR1VMDMbxwBICsBGBcyYucmUroL5SO+BO3rQF6PIfrK+RN5TUiSUckMq0PQegqMIbnGQ06yysNVEMcUB0qtS5YgIDAWJMUYsJhznztqLXBKwJBAzERY4QNw3I6qQ1YCME4sIh+BuzoKPl+HxHX4li8Qthb8KgPdHhau2B1VCJVxHaK3ySN/OAGBAQmuAwiMEeX9k5Jvi1JraLMHkpODeqcgrtAEheZOQfvAGDFE1/HBb4XR12E/+/npWAUJ0tG9XwWgq4qGicnOqxblch0Y48Aj5wKB8aLIbJBlSqlnqgSgVmCsybYFBEmYRAiRrf4OzIWqajfCO02K9IvP9ENfI5KQfEVnxQz2EVgH4LcL3nbconTKlnR6Y3AdwNixuNcv2XURQuidXzSFUFJfBxK/xUEusWe+lO1IU+1aw9sKwSLRfR1iQl0GTA7BdQCB0ZL7qpU8RnHUyj7kDU0hjUCQjghN8fRdBMiSUDTDyq0qsa+DXN3QFNdg6LqzHXIxuRZkJQBjQRNLAidVUqSqAoTQB9EHTSHwn9mcngsvnGKS8oWomJC93HUY3rdZonsnzBfgOoDA8jHWxkOiVna0GSrNWqfH1M+oiJlQLHQa9EzGFMyscffg7anl7ZdcmzUF3lKtQZL3gG+bqNx18ON4kSVgNuHTWum6DkUzSs+wsnIuOBbJRSDXAQRWG5lIvuAeD7YBAiH0QfROUwihZVhJVgwCtxLw6+vA2NF2FXuOYl0Hu2LATUEcA0waK2M8LvZPt/dNt/ZOnb82cebq+Clj7JQxdsoYPdU1erJr5MSV4ROdt1ouDx2/PHi84+axSwNHL/YfvXjjSHvf4bbeQ63XD1241nyhp/n8VXKbweYnZv/sdkbVJAYulKnVjYLIjdjTG1t/epQo15T3eJz3XL3HhhBCSr2CkKI1m2rVtXokGOEEWAidM8y9TNxv5QuJt5OJ24C+u8SrOxfcG2/z70ZUBa7DNQZu8WLe67D270n19myHTQIH1wGscnIjMez3KhdFbmEUiuvAYfZ1uBINZjqs5opqfreD6yh8Czt/OgvZDwW6DohjgH7nX3iZIohjnNUDxjHFVTjB8c0V3Q9uuPXA2sF7V/Z/bWnvFxZf/ewrxqcXXbnzxUsff771o8+e+9CCU7f/4vj7f3bo735y4L0P6+9Wd7/re9v/7N82/8m3NvzhfWv/4BuZ/3rPqv/rQ98jtylSq6HVI4RUPUP+dBfuePz1iuZVdAFqNQeusc6zuUd6PzpnU+6+BGo17AmS3T/N2Y6VlCqcVQoYnM2awhlEVfqtaCExAKtzUzm3kJFWLG36rE7eM9yh+imiYlyHm6pkaAqZWe0pFSBukHgL0S5kMDRF0Tx7NTTF80YKuA5gbMh94JAFfN/akpdBvhlW1nfSoXJxqO91uKlTQTQf574OjPmfRX9i7G85JK4D4higmFUXx5DdbgHjGG8tGT7uXdb1WFP+J7tzP9gx/72t2fs3zt63buru1WNfX37rS0v6P7+491Mv93zixSsf/dWlO9Kt//CLs3/32Mn3PnLsrx8+/JfqwT/93v4/+Y7+J9/R/4/3fp7cpkCtAv/vM5ClvGfS3CZtBa0Ta9tCZ4+2eJnhO7nH41Ur4RLNWcyCVwLAADTSintdmIm6uN/KVzGvIOfOsbuR/VYno5OAaqUfQ4qGvQPLsq+bE1nV3ie+J906QAuk+/IHOZyVdBdS6CpdnJCA+W68uRdP+wlkJQCritxryi1Z0GiTnDFggrxNjgK4DhRShlXtoQjXETDnqhDXAXEMUMzqi2PI1YO3nnqry5Bxd2PnY035R3bnfrhj/sGt2fs3zqbWTt29euxry4a+tGTg84t7P7Xo6sd/feWjz126I93muI53P3z4Lwp0HY5dF6vVGV8/pWNBOwJ98mm1GvasxtbZpmsDcxeiKEHaRqBnNDvy8OzFupdAraXRDuZM0urgfitfRSixjOoNH7mFqRiFrKt1wU+IPCog2jYjy5KArARgUQw/K4H7APHNSijUb5hEQUbOZSsIyRLE+JPI65fIUVxfh7NuQdsUuQ6IY4AyVlkcQy0pKI4hb9hwhXzX65cfXms8uKrz/qWX7tVav7bo3BdeOP1Pz7R8/OljH3v62P/31DHlqWMfffLYR5489uFfHPvwL4596Ilj//jE0TueOPrBnx+9/edHb3/8aP3jR3/37/4nuU2uWnUVKYrZM8ntMLRufqoDsMA2Ak9hgxcQ2F3T5EboKWl5tYQ5sbF1qKoKbQQh09DqJdrhfitcxY41ubGgU8x3dVtuzHH6vdeRZEBWArBwhpyVwL3FMC4sKyGI2XCIgs8SCCgaxfV1YPFbHM6SJ7swxvjQXn/XAXEMUMIqjGO4qweJY7y1Z5i4p7FjdDo/PJW/NZkfmszfnMj1j+f6xnK9o7mekdzyfV2pX+/7xgv77nleX7Sz80j33IGuuabO2V0ds9vaZzZcmFl7bmb1mem//sQ3yG0K2gjSut0SSXls8s+S1Opt6bTqhOBtBGSvJmbbO90sC2gjCJ9laCNgleXJ4RGvTtTS7I2XUQX3T+jajCMgKwFYMEPKSuDGWd59lTErAVxH2cF6hiDlyQ++2wzQ1wFxDFDMaopjRKtj3B0wjimT8bh7STvG+Fzf3MqTEytPTvSPz5sf8nm84uTEt1d0fXHRxX94/NjvfXXV59L6a0fHFx8df/XI+IbzU8tOTC5sHlt8dGLDhZn3fPIecpvCLIvyqtXT0omxOPIQbY2Sp49aIfIIlZ7cRSYO4H4rXwV3U8qiXxsQrO65phxhguuQAbISgAWz5Cc1/36pbFYCuI6yo/QMq4Je8IA4BlgwqyaOEa0uXdiNmTiGvDfCEvI/axfYhfk8ns/hmWx+SfPw9zZN3rmw+/e/sUl99WBrf/b09ezxnrlDxpzeObvz4szmtpl158vgOoy04iZdBMuyoBy+u+WAsjKFT1wIvlrrFcVs74TII1wSenF05M2IoL8VrWJLkjD5REKF3x6d+4RYPaNytkkzRFXGF5CVACyUpWQlCC9axbMSwHWUHaVnWAXfZjiuA+KYxLFa4hje6kXGMeRdF4qQ71p8HjN9HStOTmRzeNmJiYfWD3xv0+Sdi7p//xubPpfet/jIeMOR8VcOj689O7Xk+MRLB8caDk+sOTv9158ownVQsG5+W4COFoKqlW6D9O7UhqCxivuw4avVfuYxuga1lkr3hQr7Mrlq5X0rWEjcXZ4ua/ZmY1f3FiN25GxBPKRSWJKMNSArAVgwi+vr4MEpVvmsBHAdZYev5ajAex3W3QNxDFDEKohj+Kvj4uMYbyVbKr76yhmM8dXh+YNdMwe7Zkamcwe7Zg5cmZnNYv3y9BPbBr+3afKTi7p//xubvv782+vOTb15ZnL16clNrTOrT0+9fnyisWVy9ZniXIc48vCckICjZwZJExdS11Iq6yFptbqW0j1g7i0EjC3Z8KWIdZMMyEoAFswCsxK4iDwrATkvYZb+VAZwUbTrwJFkWEEcA4whkcBXkLVtiUL+0sKTGOOR6Vz3cLZ7ODuTzXcPZ68MZafn8m392ed2DzkZVqmXDuzpmNl5cWZL28y29pm3zk+vOjW1/OTUylPT7/54MNdRPoJLB5ZMr6yKWb1EMdYAICsBWDiDZiVw/UaVZCVAX0fZ4Ws5CurrEG3T33WUjxDHAKOmJI4Jy3h88aXjGOODXTMLmkYWNI10D2fNDxOz+QVNI99cdcNxHR/7hW5+taBppLFl4jfNYwuaRp5/e2zZyem/itx1AIElsxTLgcF1YIwhuxJYHP2yErh+o6qyEsB1lB0Sh1AOQhwDTCDlcUwoxuNzLxzBRF/HdDZ/ZSh7eTA7PpO/0Df3K7OvY1H3739j0zdePLDr0szW9pmNF6Y3tU6/eXZ62cnJN05MvXFiSu46lixBQGCVk0TwtYKrNSGArARguOT6jciPij1IcB21BohjgAkhVZfJdVG68fjMc82YeK9jeDq3v3NGvzw9Op3bdXH6kQ3939kwceei7t+/Z8OXn9m7+vTkipOTb7RMvnlmaumJyYYjEw1HJhpbpt4FfR3AmLP0gAZcB4bsSmBIjIXZII8WXEetAeIYYAJZAdfxT788gIkxrPpG55efnFh2YmJ4Krf0+Ph3Mr3f2TD+yYXd77j7rU//Ytcrh8cXHRpb2Dz2xonJhiMTLxwYe+ng+OvHwXUA481QIptEuY6LN6a/v3H4sb25R3blHto+/50t2X99a+beNROgfWCJjJffcI75g3c9bkojQbVAbQPqMmACGSSOKdF4fGKBTv6ZzeGpufzoTG5wItc7mvuNfsvMsHrHPRu/+dLbB7tm93TMbm+f2Xhh5s2z0ytOTTeemNKOTb3rY+A6gDFmKMFNolxH+43pBzfc+une3I935VSx64i86xgYI3IR+VGJSGkfXEetAeIYYAIZMI4pxXh87Kk92O7rWHFy4vro/LITE0tbxvvHc195tfsvHzp8X2bkk4uu/bcH9v72J176868v+k3z2EsHx5Ycn3z50Phzb4/9+uD44mNTfxnYdTgDUGLczU3Ipoc4DJrbHTbdpG0+zIwO9+fYA8Drqnm0zZoimgUZWF0Mqz01Wa6jbyq14to3V/f/y7K+ry659rmG7k++dOUjv7oET2pgEYxj/wZ1/O/9wqOmNBJUC9Q2II6BOCaBDB7HFG08PvrETozx1eH5A1dm3r4yMzCRa+qY3n1pum8st+TYxMMbh7+7ee5Lyybf/aMT//DQppf2Xm9smXjt2MSyE1PascmFh8YXHppoOBrcdVDyZNVqDmFJZmkHUWtGJX6+ojVTS4gN0lszBy0RJ4V7j5B+x5TYi1Jvjt1pqlXnTY0M9KNzPrkVHffb4heygylR8xPTh+EOhsN/e7hQ6cUa7X1TL+y5sbdtbOf50W1nRzadGl7bMrT66E1wHcCCyI2FIj+qIn7Fn34aXEdtAeIYiGOKYoLiGG+tHRQf/tk2jPHIdM64lb0ylL01lWu9kT3bO9czMt/SM9d0ae47a4Z+vDP/N9/buPLowMYLU5kzUytOTS0/NfX68cmGI5MvH558+XBQ12FLg5aSrShnkP56RfMqWqJWZpJarlptSYapVmpSM3MEHk1FSEmpnGmngHISw+rrKUYR3G9LXNiNiaBHsRZmVMQM5E99FrAg3cUd7X2TG08PssvBdQADkvsQiPyoiv4tf/aZn5oSSFAtUNuAOAbimMIZTRxj0UhXPo7xVt+BcMejm80P2Vx+Opsfn8kPTeb6xnLdw/MdN+cv3MgeNuY/+lzH3o5pvXN2x6WZjRdm1pybXnV6eumJqdeOTTUcnXr58GQw1yHw/z5DXgaZn9jj2zVXrdZFMVzHHqZa3RkDkDl3GLd+AAajq5duzmzB3G9LXEjFPeZVpictduYp8+9nLlStsUZb3+SGU4MYY3MUinN9c3suTa88KXubHLISgCa5ZzXyoyrxF73zU9DXUVuAOAbimIIZRRzj0NDqI4ljvPW4P25/ZGPzqfaDp9r3n2hvamnbdbRt2+HWjc2t6w60rt7XunzvhSW7z2u7zr+y/fxLW849t+lcesO5J9effXzN2UczZ3686szDK0//cMXpP1H8XYfTESRWa7NmPe1TOs/kI1a2ZgMBR+8etTozfIXcRqBnNDvyoOcOgxmLC6UdumH7ktGztrHflriQiH5U59rRarXFbrb+0I8GD4tQa3zR1jux4eQAxtgccfvq8Py5vrmDXTOQlQBZCRJyK3Xv+YxrVsK7PvsTUxoJqgVqGxDHQBxTMKOIY4irHFkc463QffD6nrZnlmwonb5q1VWkKJY0JPMTU9198shDrDVW7Ob2A6rVqTfEUFKqW6ZeVaGNoCS6Lt25WwhRcL8tcSH/KUBWs85nckYIcspkL4tTa0zRen1ifUs/xticXXRkOtc/Pt89nIWsBMhK4JJ72e1vayErof7rj5vSSFAtUNuAOIaoPYGBWPk4xt07WU9FEcd4a/ZKQ9BGkNYDzk9coFp5no1Sq7MvT9sBtpsPhLIy0gq5fbq9082ygDaCUlnxNgLn5qA7Kp1YVklrqq1W4g5kmhgsRqK1qNB6fXzd8T6M8YKmkQVNIwe7ZlaenFjQNAJZCfCkpkTBgi5WE1kJMHJurQHiGIhjCmZkfR1M1RZFHFNtrsM5DyGq1ekQJ6MZNvLA1NaopAuB5XMOOLBaIfIo2VVx3AAAIABJREFUgdwuQfm3JSwkoQiyJjDOqOZXRloB1+HFhWtja4/1Yuzt67jF7+uArIQEknsN+YVrIivhdnAdNQaIYyCOKZiVjWPcjXsaVyhWLo7x1vUVRQhqNdKKm3Qhy7IQZOiK1MqTlU9jKqFlvlrrFcVs74TIoxQSInLE5XYD8r4tYaFz8UXSwx5VEkkakGGFMcb4wrWxNUevY+K9jrO9c/s7+e91QFZCosg9Z5LytZGVAK6j1gBxDMQxhbOicYyvhcAVj2O8lX7lEEytFKwzYKcuePsS5Wm13vRuN4db4P08e/drfaAfURy12s82Rteg1sLovsppXzhSGuy3xS70VNW09Nygk2kTJW8wDiussmhxvmc0c7gHe8ewWiEYwwqyEhJCplZHKMjgVDWRlQCuo9YAcQzEMcWwUnGMd2EZ45i6hsJI3saFrls0S20j8CgomtEzdS2lKswDhlar+9ByfwL3rgBWEwuIhwrcbCQPx0hw7urI6kNXySXZHJ7J5iErQV6l1yrZM1CAvmoiKwHeJq81QBwDcUwCWbrriMR4wExhwKplmSwHTpLr+P6W6R/tmHlo2/T3Nk48sG70vjdv/cuKwa8u7f+C1gtZCUnr6yjJb1ishawEcB21BohjgAlkKK5Dbjwk2wyyO6cMWRjUCqxOlhAYBdp4RR+K0eH7W6YXHsW/OYpfOISfPYif3p9/vCn/yO7cQ9tzkJWQnKyEMPwGfc7jm5Xw91+BuclrCxDHABPIsFyHxHhItokJRyE6DPOzXK1LliAgsBroIKwNytVaq3hw89QPts2oWya/vWH8/rWj964eumvZzS8v6fv84muQlUBHt7XIMP1GTRAh9L4vw9zktQWIY4AJIVWXUUIoJfHJ+4TgI4ghwYzrgL4OYPWz3BFSclzH3Y2d+TzO5XF2Hk/N5Yen8zfG893DuYuD4r4OYPwJZkNyZj4AGVY1BqjLgAlkuK6D2+PB3aZ8p5jp36AKgFqBVchyx0nJcR1f19rzeXymd275iYmJ2fzSlon9V2bXn59afHQctF+TBL/he37+0x3fMdWRlFqg5gF1GTCBDN11yHs8JH0a8r4OUCuwylmBaCk5ruPLL5/L53HXrfl9ndOjM/ldF6dbrs3tvTyz/vw0ZCXUGLmI/KiqgZT2P/DPT5rqSEotUPOAOAaYQCKEGr0I13VIrAXrLkiwroP8U5rb7XlBkP9ynjXSCGe6Lv6UXmzmtzkkorULYgjFZLzlCWRZgQba5LiOz7/Yks/jwcncpZvZ4an8qetz52/MH72abeqchSd1zRD6Nwo6V9/44TOmOpJSC9Q8II4BJpDl6OvAfrMHsk4jiBsJy3XY49jIZ++yN2KOYENMAmWXyagKUrW0gpCqphCqV/VmZ3z9yC8rsMIMJ2zyq+2T4zo+9atDuTze3zm9oGlkcDK/oGlk44Vp7dj4gqYRcB01QPAbRZyxHz3xrKkOqxYYAcQf/OsNcQwwviw8jinddXDzrFhfIdkdxnQZCjy1koa/XtM84106IjKHwBfO24W7sTv2Zb1mcBoRkDuWpbdxQUt7ylZ8YBxghCw5cjKbolKqAq4DY4w//vS++RzuH8+1DmRvjOdars2d7ptvNrK7O6CvI94Ev1H0eXv45+A6ag7MlYY4BhhfFhnHhOU62FQrbj9GkMyrIjOsbMfFse5EvyIjxbRhrqumDY1pICBdnHfqYrPpQdUTN4cXMLz4iZk1mdlR2eP96sBHfr5zbh5fupnddWm6dyy3uXX6QNfctvaZ1aenAmkfshKqj5y4B/xGIWfvjs/+i6kOcB21A/71hjgGGGMWHMeEZTms+tFrPKjti3aHQ3Md9ZrBqtWakomZkIvuVNS1equL0toUEYWYvZc6rXc7/vBphgDWEsMLocB1WLjj0c0z2fzYTP7mZO7aSO7yYO5Cf+5k7/zhq/OBtA9ZCdVE8Bv+DJCV8G/ff9hUh1ULcE8rIEaAOAZYi4zAdTjbMf8lb2aRu2AhyrYyIVUriXrNMHsayfloaalijlozKj3RmEfLuupO2qXq3YaW1rSUojidlhB/JIXOrRbG1sB1WPjAj976ndvv5pKnfchKqFJyziD4DZpBsxKee+45Ux1JqQVqHhDHAGuRkfV1kPbD+8ihv5X0dThlqJJctToNmUjNuJP4KmmdkI+uIkVLq75q9TRzWvEHcxoznu3oGU2rR0paU3nto8BaZNixFLgOf0BWQvUTzEbh9Nd+wa7Dt74gC1R/5RL8CNmSknWdrwo6G0UfDPknxDHAWmSUroMk+fgpfWsBIo+MSu4SpXQ9ZSsr46tWz5/mNrUU2YSpe7du7dSqIqBbMikMO6IC1+EPyEqoZoLfKJYluw7uqeddDM8q8nXLquRCUabfhYK5jiJOr+9mIY4B1iKrxXWEazx81eq2Ptr9iqaBN3C3v1pN0Vk+P6Pan3WVXMvZCPnKqag1AViD9D5rQtkmuA5/QFZCdVIQg0V/YDFhqH0dZk1B/utbOPjyqFDK8Yj8AOkWuPbA10hI9igHDuA6II4BxpBJdB2qWo8Q0T2opyy1EgL0qtUzWI2Zt+3kSxBNA8SKeoZI0rBiFF210nOhmSAJDDW0ot8i4Gq22sKASABZCdVGQUwV/YHFiuG5DjZi9q04uDFxtVU3RR+P/Dxwv5WcAe7tHuQMswshjgHWFouMY8rnOkI0Hly1Wm95KilNT6t08ySpIFJ0Kfb8WA2WnpYC71lVM8RgOMR5JiOV5AUfiWIkAVa1hQFlhejHQlZC9VAQfUV/YDGkv+twFCGrBRCvwZ6VExUrs99KFOiFKwdFMwKUD7JBVWeWBqz7qN+FpSeBWkiuS22E2r5kI5IDYxdCHANMIFktlNV1hGU8hJEHEFgRRhJjBXzy1gZEPxayEqqB4DfCZsmuQxQQSwqU7jo0xbEIuop4dqFAGMQWqUOSgz1+di3uHrkngVtYclp8zxW3AMQxwASyQq5jLe7BGGO8ai1tPPCwbMV/PoUxxrgLXAewihhVpFXzriNIUAFZCdVz80eigppj0KwEJHcdwSVEFhathYO5DhKGpnp6OwzbhxeyEU0ppssECVwHu4T7Fft75VvwPb2Sq0AC4hhgAsmKq1yuw+scSOkd2ssvI1qXdR1LliAgsGJ0UIF9ydWKMW5sbBQ/jWMMUZgEWQkRPix4sVb0B5YEkpFt0AyrIHLifouKcB2GpigavcSUSUEbKaq/hHv83D+pz57T6tfXIflKfq5E5xPiGGBCSNVllBAq4zoOeZsDrD4NG5YPCew6gMCKMcKQi1VrY9VA8swtCILQVvikBlbmxgO/UQ2XwNJIofphVeQUpj6QfxbgOnQ1nNc6dBVR1iVYbhX3+OWf2YW+JYNsRLIKWwbqMmACyQqhQq5jGNft9b7jUUJfBxBYGUYbdbFqjdpruJA8c4uD6DkO2q/k/QZmo0pYgOsIvtyJhoOE8iIYmhLGCx0YY77rCAKR6whiJIpwHaIz5ntsVDGoy4AJZLSuo+eUR8LgOoBVzmhjL+6jrRwRfyQQPc2pxzpkJVSAXER+VEkjW/NYSilORaLCuNg3pLFpOWyfYFDvZESaYcUuYYtR65JlEM+KiJaIFvquDnEMMIGMzHVg/GQDPkRUESbqGnDdXowxfrJY1+EdB9MdhcZTwLMkoyLytdFujL1zDNvTgXF2p5tDatKvAyJOec9Lqy6NtGLnkZtp4vYMx0kZDCdG9D7BozkA7qOt9iAKEhC8gVn+e4wXr0Z/YAlnUNdRhMyK+xZjx1e4KNV1lOdtcvJPiQ3wnOIwXIevFYE4BphARuU6nuzCPaesz97HG8b2UFdFuQ5KnqxarbH8CS0UqVbipVLB6TXSirMRz9RjZJmMqiBVSysIqWoKoXpVb2YmSwZWBcsehPnV0glxHdwnfpAnNbAUgt+oZiLfWQK51493RQMpMKq6ptDeDvmhst9SdQpZgC3J3XiQYr4n0CwAcQywBll4HFMu14Ex9tqJQ/YenxRP4lHoyLn2wJfUNGE23NEz6xXNq2hXraThr9e0lHcT7jzHvkNkWuPqoHrN4DQiIIQUrdkuQxyjlvaUZZsVgFGQvCZl2L7ZhJRS/cbslzzIagP2GXb/xN4HPbiO0MmtLCM/KiBJUhe1XQvwZwmsSUAcA6wtFhnHlMV1BCB5h/oWFqhV4P99BrL0ayOwnRvHuhP9iowU04a5rpo2NKaBgHSD9urmn+4cZ5IeUWDF6VzYcu7Ff6awSB6OlYF9en0yqyEroRx3NYnK7BpYEJFvXwcgdoA4BliLLDiOicp1FGQ8ZGP2y9TqhAgpHQvaERyVedTqzHlMqtXaAjnpGLdTUdfqrS5Ka1NEFGL2Xuq03u34o8ZnHIsLKxWTJdp1OLDPM2cJgqyEMtzSFbm3gVIGyEpAyejrSBAgjgHWIivkOtgVi9sUeccW6jp0FSmK2TPZzfb4OXe+NRGYu6Io8qDX9axoG3vvPMdcRbuKY3bdrav1muEGN4aW1rSUojidlpAVWRWsVFgGrsMfkJUQ1s1MIiplAYNnJUBfR60B4hhgLTIE1yEBVYY0G+yHEI2HoI0grdstRoZWj2iZBFWr05CJ1IyjSqSkdWJFXUWKllZ91epp5my2x/Sgjjzj2Y6e0bR6pKQ1OhsEGA0rGJyB6/AHZCWUfhuD2ag++msfXEetAeIYYC0ytL4OjPmfRX9izPkqLOMhzLIIQ632dszyVNNpStdTtrIyvmr1/GluU0vxawYLbpMBdEtWCSsYooHr8AdkJRR9A5OIXFZAL8F1JA8QxwBrkZVwHb7lC+Na3MNM4mENeGUPZhWCWo204iZdCNXqtj7aK5oG3rBXlKnVFB25FzWDrfYFZy1nI+Qrp6LWBGClWdlADVyHPyArobi7F/xGdRNcR/IAcQywFlmhvg5nXS4Kch1PduFVa/GhYY/xOLTX+sr8EEyt/MjDtuWOloVqVdV6hIjmUj1lqZUQoFetnsFq7ERzW7buLogV9QyRpEEcoZJSFQTNBNGygrEanf3P1Sy4DgxZCYXfuuA34kBwHRWEO71hpIP0QhwDrC0WGccU19eBxW9xOEue7MIYW7bBl5TrcLtBusLo6/Bok1arpXQlpelplW6epGVuiy7Fnme3MQKxMUSzpiCkZojBcIjrRUYqkBIZHastXEuc67CCA3K2Yh2yEgLetCQiv3WBfgzJdRQ4yV7EiOZoiZkIK3wAjtsxdwpxDDCB9HUdvmBdh6hMQTw0jOvYFzx8XQcQGBKrMGhLouvwxgS6Kh45N/FZCeA34sx493VUYGq/0Hahq247hreGqdAEhc5OIY4BJpC+rqOIDCvJioW6Dtp4gOsAVopVGLcl3nXoKlIhK0Fyr4LfiCGDZiV864PS+TqodnRquarazdGK5lWUvVghmv0N4pCIzTldj7pKbIrutCO7JmXSZo9WeKh+u3AP1/Pr+NBVRTPcI7AOoKhfUegJdL4E1wFMLFEZMqxYlOI6KOPBfa9jyRIEBIZIEtEeiVytNQ7WdSgaZCVQtwSLyB8rwNCJAvZ1MN2D1kIyuiZjY+czUQRrihtz66onbjbsrjiMMdZ13S1VTC8Be7SiQ5XsQlM8fRe+B2K6DrNgiX0dRZxALHYdkT/2gMAykarLKB35Wg5f1yH6KuB7HauGiaMxB61aS6daQRsBsKyszgAOXIfMdSSM4DcSxVJdB+k03IiYbJJ3egkMqu/F04HgWZ1UZniug3+ool0wm+CdAA9s16FoRskZVoWfQAx9HcBkM0TXgUPNsGJJihjUCiwfqzaMA9chy7BKBsFsJJPlcR3eMlbIbWiKOE+pZlwHJvoafXYRDAFPIAbXAUw2g7gOdqFkCea98hGK66CMR+SnDlirrNp7LPGug/M2eeRdxxUjF5EfFbB8pLT/6BffaaogNNdBd3vYhSTRt8i0OIsNTQnycoXoaCUGSbQLTynu7/dC8usK/RVFnEAMrgOYbAbs66ge+hoP7/iV1PzEdgHPEvaNUnc4EWZ0SyQYpqabO6yNWYYatcazd4OemZgCcRgpHXdjPeUMhoOUtIGbNQXGwg6T1exsk+g6EAo6cm7tklszRH5UwEoS+fV1MI8qO2gm39um3uH2ZAIJ3jJ3v6IThzzug/gySHcB/2glhyrbhefAArwF7voDcjirIn5FgSeQ+dWSugziGGCtEsUwjiFvZuYXUXJg1WqNwU+ME8Ko1Xo91EcFHiGbE3t5ZJahy5gD9nvqIs/INt4BcxiNW6vUm/I31apr9YitIqqUzq/gnljut/KFxMu+RKXnXlnuQu7q2H0XWXRrGe74RW7hIo7fviU8Ezs4V9A7sipNFEO1ho5EuQ7EQ+RHBaw8UXWPnBszOO4i4EhVZYK4LoM4pmoZjzhGdPwQxxQN0QPYHrCSmt7LoyCMMyqqVzSvoqnRM420oqR0iVqtQf3toWacy+dOMWbdLdYANZaft8euoXYnVSs1tZnhzF6spFTpEO/VxGZNIcf88SqF/61ooTtFtHtBnfNppBViijfr5LgLuaubF8gcrpR/X2EjrZDTKdBnPvDx2008nA/upoSPiZiqNVwkxHVwK7DIjwoYFRG4jtqDqC6DOKZaGY84RngyIY4pAYInscD/+wxAyVMroRqu6nW1XpF0KVIzgpl3i2ZfMvfmCaRWoqEhpXHmIoiDYI204iqUmQ+L+618FfMsca6ac7dnVM84p4wE6NWbJeGdrlJ79x5P4OM3tHq3AlEzGGdUuuJi9esypmoVgf05QX5gcrISSOjEjQFZCQkkAtdRexDUZRDHVCvjEMdIZhuFOKYUjIyMkLer+Vuc2cHEanXGxU/pWNCO4LZ5E2aSpwie1bd3Qe/Re0WstgNyLWkbgZ7R7HCKmouAt6mqpPcOpPvfuN/KVxF24rn3vz05A3/qA2Z113Uw22TDO69agx+/t2nA0Oo5P8Ftj6AZI7WKn2SIKoMJs8F+YFHDWQnc0wVZCZCVgMF11CS4dRnEMdXLOMQxYtcBcUxJMNVKisw6IYo1JbBkfmKqo4/bRuA2mhJTC1NTjPGaQp0HnXWZfHpKvVk9fHjK2FMmU3urerV6HtuMUrjfClex4wnuE9q7ZbJyJrTAW508n8xmWSfvUWshx08ckqlKux3K2yjONBzEU63I6zFEXzl/Iq8J4aI2sxJ4wJCVQC9MdFYCuI5aA7cugzimaln9cYzUdUAcUxIctZI3raGl9YDzEwdVa7M9EasrPU+HobyNwL4Q9D3AGnsqGYN+C8utPaCNwCEzzzSVP0P0RnK6gunVnbuIc/Ac015sG4FnC2bkat6KpEKFwUfs1IrErsO3vAi1lJUg2gZkJUBWAkUErqP2IOjrgDimWln1cYysLoM4pjSQaiWfwThctdKJ1/Wa7l533zYCXUWqZquJbORjJUbJ00etMYw8PI95Rhfcb+WrUHpkU/a9gQWvG9Nd3XMLcY7fp42giOO3+yTdllpdJeOkGmkjQNK+DvuE89OxRNusjawEwU+GrATIShBmJdCug3sPAWIEYbYoxDHVyeqOY8S7cEpCHFM8KLWyd6+/Wq0GJ6la+ReOfkPUqzLvI8oWpmE0u7UErVYzBiJW5Ku1XlHM9s4YRh7k7ercxp7kB+Zb0Spkry9RkvcuL3n/222QnNW7/eo9trmUUl/g43eOzfrTESahUE9DabzViqR9HUj8Fge5xA79rT9rJCshCCArgVol2VkJ0NdRawjBdUAcU1FWdRzDVk/MRYc4pniwaqWexJLIw44YPJeS90apJD3DeX5IIgbnhuSlB3jSjpkHIV+t9vOM0XUc1Eq+30nelp48eFGUQKe2UwvpZBiyWravhmf4Ps/q7KXjtm3bC+lLT11H3+Ontc92X8d/7Ac/bXDeHReVYRHfrAT+z4SsBMhKCJaVAK6j1hDMdVCAOCZSVmscIwxNCEIcUwq4aiXPoU/k4XmQ0Gq1L424kZIco4aWOb+NQHSr6FpKZf0trVb3Oef+EP6dACyYzlWVFRNnPoTNmhrnGgXOsJKsSCGeWQkckIcNWQmebyErgSEC11F7KLUugzgGWBAhjikBIrVyHupAoJjBbxgqa6JM9B09M2rlFQYUOMOKF5TzEa+sBP7TXvdsE7ISICtBd48cXEdikJAZT4HVQ4hjiga4DmAojNfdEi+1IqZzQ1RA8hUO9l4HxlWXlcD9BrISdHcJZCUUlpUAriOW+Lc1Nx5ryv9kd+4H2+e/uyX7rQ2zqbWT/7Jq9KtvDILrACaQKFZxjANKrUuWIIckyOVAIMVY3CfxVSsK4DpQ5TOsyp+VwF0PshLiyqrJSgDXEUvcn+l9bG/+kd25h7yu42vLhiRxDBBYS6TqsqhFWQzkbQTkwz76hxawKhnHmyRGag1iJJCgr8NxI1xUc/sg129EflTAElklWQngOmKJe94w/jUzcM/yvq8tuf6FV6/eubBLeb7jjnTrB548X811GRBYJsYojiHhq1Z46gPljOPtEVO1hosqfFKD2QCWm+A64oofrb/a1D6+68LotrMjm04PrzsxlDk2uOzQwNLmgSqsy4DAcjOmcUwQtUIEABQxpvdGTNUaLqoqK4GLyHuzgbVBSvvgOmKJZ3b0cJfn89XYggIElpsxjWMkaiWHoOEGl/Qwi5xxbOQTexHT3/LyqgXLmzWFO8Y/UwZytcvPOFoOHFu1hosqeVJD/wawkgTXEVekt13FGO+5NL3y5MSeS9Pn+uZWnpxYeXLixth8wDjGiki8SX4QxwBjypjGMWK1UvLMMDGBpUR68Erf9wWZeWQtVbqDqIjmBDAJaq0G0vWw4FvynU75Qu6oNcTdxV3IXR37j0oUU7WGi8hdB/gNYOUJriOuWLDVwBif65s72DVzrm/u6vD8wa6ZA1dmhiZzweMYxnVAHJNkcoMS+bcQx5QKkVrNgWJUXWjy7XNVr2heRct1xEiVmCYspVsXpV4hx1WkNyjei3lB1QypVvGkAcCiaQ3t71winfetfbnNky9aaA9D5LY3uXN+EaOC2nMFYGqCAnZ1szJPqcJ5A7pxbNUaLiJ0HeIqBQgsLxG4jpjiqc1XMMb94/Pdw9n+8fmR6Vz3cLZrKDs2ky8yjnEnG4I4JoHkBiXybyGOCQECtQr8v8r2eDBrSdTKHVbfFVRGtWYyptsIZBMYE7WHWcMoWjOpVrvaifwOryEaaQV5Rvf3nF7P/Fz2cKXcheQ2qSnA3JKOWsmpIZiGCXp1yWxl3Ti2ag0XkWYleKAzBwDtg8AyEZXDdezq3v+DA78g+eixXz5yJP2jQ0//8OCTD739xPf3Pf7Azh/ft+UhEX/3G/89rIOpVTyxoQNjvPLkxIKmkZUnJw52zSxoGlnQNHJ5MFtoHCO9RSCOSQblQQnEMWUDV63OiPhy14GQozIemJPvzNLFXBFzO82aghSlHqF6RXEm82KiB0vygoiEmKaXaHQI0F8KDE49Rd4J9DiV3vm5rG+5C4ltCga7dCcbtieIaNYUzlODWb021RouKpyVwK0kICshhox9VkL4rmOnsa9zxHD+zON8DudyODeHsxN46hYeG8DDPbj/Mu65gDtP5FuP5M/q+eN78kf35I/szh/ePLsPXIcvnthwCVN9HbeynYPZW1P8DCtJHGP/6UxXCXFM8igPSiCOKRu4atVVUzWi+YlJUPPF0jOF+UBJG07A4XxW0rpWb/3LqJJXk3RjTKmSjDxIFQNDIHVLUEqhhuQ3v+UudK8apw73FnOvI+LGKNxHQO2pNVxULCuBuxkMWQmxZC1kJYTvOrZ3NnXc6jKdRg7nZvHcJJ6ewFMjeHwIj97Ag9fwQBfuvYx72rFxHneexu3H8+cP5U+/nT/RlD+2pH8duA5f/GxdGybe6+genn+7c2Zf53TvKN91+MUxohYOiGMSQWFQIv62CuOYkXiCdznSunR+YlJw7qnza+/kBgG2olOqipCathygkVZQvaqyarUsoq7SOyK6Jbup9k5L4OWfnSopdFumrdix9DYCZq5rKoeH6I0k+q7Fq4Pr8AdX+yFmJfCfz5CVEGvWRFZC+K5ja8eeS0OdOZybx7k5nJ3GsxN4agxP3MKjN/HwNTzQjfs68bWLuPsCvnIGXzK7Ow7mT+n547vzh7W+N8F1+OKnay5g7xhWK05OLD8xcWWIn2HlG8cEdB0UIY6pEZahr6PycUzU9qFICK+IVK3kc584pUWolVClZfmEWRZuGGGkFW884T1Ob5aFWVhrhs7JUOi97owuPEGA/S13oWeznniCfm3AG1jwujGpcARchz+42g8nK0EAyEqIPWsiKyF817H50q7zQ+05nJvH8zN4dgrPjOPJYTw2gG/14cEe3H8FX+/AV9uxcQ53nMi3Hs2fPZg/tT/fsjt/ZHv+YMP11eA6fPGTzDnyz/kcns3mJ2bzw4IMK+uOrJDrgDgmbpQHJTGJY6K2D0VCeEX81MoYj2LUaugZnWzXVFKqQrZfEuX1FBm4UAfmJeR2l4v0RXd05El+sJXiqoy30EgrtiQJk0/kYzj0tAvYGRf81d0bAFyHHFztl5iVUIgFgayE+LE2shLCdx2b2neeHrwwh7NzODuNZ8bx1AgeH8Qj/XjoGh64gq934J52bFzAV07jiy35C4fyp/fnTzTlj+3KH96aP/Byz0pwHXL8aMfMD7ZNP7hp8t/Wj31zzfDdKwe/9sbAF1/r+0xDzycXGaXEMVZd5j5OII5JCAVBSazimDgimFopWOeNSn7wU6tQQa7q7T0qasbwqpXbu2geAO+igFrLRedy2+n3ZEMM2Xno/VawkLi77IW6Z3Qs76PB3rWnxqa26QQoFriaReA6hH0dRWYlcKsXZ7OQlVAjrImshPBdx4a27S03z87iuVk8N4WnR/HEMB7rx7d68U0zt+oSvtqKr5zFl07itsP5MwfyJ5vyx3bnD2/PN2/O7194dTm4DjkWHsV9HbXtAAAgAElEQVQLj+JfH8a/OogXvJ3/uZ7/yZ7cD3bkvrs1961N4lkCC4hjPOEgxDGJIBuUQBxTfpTaRuBt3eSqlXuemQIpjWwS87ZjiVVpX1xmRdG+gKWQvNaRH0yJPyRq5UWPENoHmbtCdHtAVkKNsCayEsJ3HesvbP31udcy1zavvrZ5Zc/GQzOnBvCtXjzYg/ubZo4u7ly14daec7jjVL49M7ztpY7GtaM79+aPvjm5Y3FfZmNOf8l4A1yHHD/cPqNumfruxokH1o2lMrf+efnNrzTe+IJ2/dMvX/34SyX3dbBjfkMcA6x6mnGME82QYY1viBM8BqJKSlYMWFKo1gJ/e20Eo0A5a+Yqg+vAYbiOIH7DJGQl1AprISshfNex9tzm//LAX/72l//z//K7/+63v/yff3jwyX48dB0P/OrAy//7P/4//+GLv/d/fuQdzxxddN/a7yOEfus9/+E/3vafftOx9MeHF/z1T+vfmt/7QucScB1y5PM4n8fZHJ7O5kdn8v3j+asjuY6h3Lkb8yeuefo6ht7xR0AgsOZJhh2RHwywHIRLDHTI9RuRHxUQKGEZXceas5v29B+cxNPvv/0fhvHY5bmrpyZbz0y3f/eXP/jcs19fb2xvvLl+6c31f/zBP3/h4mvb5w585vGvfOmVe3906Ol3P/qBt+b3Pn/5NXAdcuTz+MbY/PKTE8at+aUtExsvTOmds4uPjr96ZPyVw+PgOoDApBGCj5onXF/gEPgNYGxZRteROb1h2419E3jq/be/fxAPP3N04cdf+dK3Nz6yunXDP/70zvpnP/nhxz/16IFn/uBj79yXP74nf/Su5Q/8j59/6OHmp9796AfWZ/c8e3ExuA458nl8ayq3v3P6+mhu16Xpt6/MHL0699b56bVnp1afmQLXAQQmkBCF1DDh4gLBbwBjzTK6jlUn12/s3T2KJ/7+9vf346Hm/pa1rVu2GHvXX93x5tUt66/teO+Pb/9s47/89/f/2c9bXtg8u/9Tj/7Pr7xyr+k61s7ueqatAVyHHPk8npjNd9zMDkzkTvfOne7Nnu6d33dldnfH7Nb2Wa7riDoZEQgsLxHzXocJ5zOrI8lyuQDlBZDfKyXuQkML5b0O8iQQPzz6iwIMizV2WX0llgQE1D7XbER+BYHAgKyE61h5Yt3a69tG8Pj7bv/7XnzzKr5xBV+/iLsfSD/4W3/873/rQ//b773vv7zYuuTh/U8ihH7rv/67P7nzXa9cX/nDg0/+1n/79//rZ/7j79z9h+A65Mjn8ZWh7IKmkXN92QVNI9qx8Y0Xphc0jZgE1wFMIFnX4ehFEvpXzHWIjidc14HBeNQia++aguvAjPaXLEEUuWCLAYHVzEq4jhUta1dd33QTD/fhoWt4oAv3duCeNtx1Hl9e3rPhpUuN27Jv78+37M0ffXNqx7fX/Kju7r//8qpvrpvbvXZ215vTO546txBchxy5PB6dzrcPZHtG5luuzZ24lm25Nr/n8uz2i7Ob2qCvA5hEUt0actfBdokwTYmewkEgKs/dqbNQ4jq8w85Q8xPbBTxLODOFYeyMW0IPQIzccTCdQa6JwRZFQ8wBK07P1awJspJMICTaF9Qw0V84ILBQVsJ1LDv2ZuO1dQP41jU8YE7Q0Y6NC7jzDL54It96OH/m7fyJpvyx3fkj2/IH3pza8XDzU99remzd3O41MzszUzueOP0iuA45svP4xnhu96XpjsH5La3TOy/N7LsylzkzteLU1Bsn+O91mH8WHcfQg21DHAOsMlJRPjfcZ8H9Sh4SIXEniXzXBboOSp6sWjOqozhyiZI2eFGLUHpGRlWQqqUVhFQ1hVC9qjdzx9kERsJYBp1+tT24DizQPvgNYI2xEq5j6ZHVDT2r+vCgk1vVhrvO4Y6TuO1o/tzB/Ck9f3xP/si2/MEt+bc35vW35vc6lmP15PbHT74ArkOO2Wx+fDY/NJW/Ppq7MpRr7c+d7s0d7Znf3zW/qyMrdh0lxTFOMWdGZIhjgJVjsDimml0Hd6HIddhzcmW88487HsKUbUZF9YrmVbSt1oBRCztnqKlcF8JJQoFlZwxDz2ZNsWZ+ANchB6V98BvAmmQlXEfjoVW/6X6jB/cbuO8y7mnHxjnccRpfPJ6/cDB/ysyt2pFv3po/YFqO9dk9a2d3mZZj1cS2x1qeA9chx+/cfreEItdRehyDLcshmh7IIsQxwFBZQByDCncdgoe9sLzvZn3LIH/XIfD/3p5J/lqEuMhfpBtppmMSEZNMubtzZ/BkJiEGVpixjT79ZwoTSSw5cLQvqIQgKwFYC6yE63i9ecWLXY0G7uvE1y7h7lZ85Sy+1JK/cMTOrdqVP7wtf3BTft+GXNP67B6no2PVxLYVY1sePfYsuI5SIHAd4cQxFonaCuIYYEUYKI5BXtfBXUjC1xXIl/uuXpzrcHy7WK1OGJHSsaAdgUm1crbv6Xg0p57VaS3b8YdPEwOwfOReu5jQX60jgJERrnAhKwEYYzKulXUdTz31lPUo5D5oi8BrB5a/0Pn61sF9Wwb1TYN7NwzuWTe4c83g9tU3t64c2Ly0/63Xb6xd3PdmQ+/qRT0rFl5d9mJX4wudS57reO3Zi4ufaWt46O1fgOsoBSM81xFiHONUeYrW7OwI4hhgmVmw60CM2UAluA7uQtE2vTGEbJX/v713D6+iOvuG19/fP99f7/dd33Xxvu/zvKU+7dPWtlpt1dbEUx3S1qe2RR9bra1KlHioxrEe8HwAkgIiikYYJRyCiQkIEkAJMKAJJ4EghxAOIRMOCadAwg7ZOezs+f6Y05qZNTNr7z3nue/rd8HO7DmsWXvuNb/fuu+1Vh9JdfAsYhgpMkmIHKoeJHBFen5gYh76fgH8/OqBPFvECVp3gMBVcFwpwyCGazGdH+ArzD9cdACqw8GIL1ipciArARBNkLMS/FAd8zcvumH6hJ+9dosJN//stZuvfvWmq1656apXin/6cvFPXy76yUs3/vjFG3/84q+unPKrK6f88kcv3PCjF24A1VGI9ZFUh+s8BpccIvAYgOdw5jHKm1sUTWLA8C2+3XE34oE2O1h9Jp6qjxzrqOCVHiOBK8LZA/6no7fyLGI405RWxlkl5AM1j+brOK4IMRWcMYsD4B/Mv1qkAKrD0ohSAqscyEoARBpG3/dDdYAFa33kWIebPIa1VR3qgcBjAO4hjpniNqsEuuGt2kY9v9H3ERjIiNZlAGHJABFlydFF30eQcDPXDGQlACIOZ9WB1M7BYN+/YPSGbJM9iKpDFF3mMbaxDkMTCDwGUDjiqDpsZs6l91ahgtGSLiy9FXdI8wzaDNeixMelw2VmA52dgcCemEYB8fTW/MxCb/iUXQlZCQB/4aw63B9NDua1ea466HgM/qgBjwF4jHjyGDrVQWYeirxXfdnBW3XnUHfj67AEDOzMTCnLQDdBMIiy5DBOl0T02fy8lf4o8542xyJSWqbjtWgKQ9Qb6oFE34esBEDEAaojLmbVfpkbSjrV4Q6PwZ8z4DEAb+AhjwncCo116HzTyVv5Un270SXqJrrB6lkmHC0cA+TDb5h/o/ghP2+1eQkaTogwIZHTzuaNlFc3nNnqK/y0/mRXQlYCwF8kXnVUV1cHXQT3zdwgilgzV2isI18eoz5nwGMA/oPoFOE3S+bhZUVhNCj4Hw5gQBJ+nfy8tRAft39pmiUBIkkRmpLYKRK9+ZZdiZ8cshIAHiPZqqO6ujpOqoPYchl2EG1iHQBAfAGqI6e6SgK1jSIS8rv4rDooJYRZdThqFUezKbyf2ZUKICsB4B3IWQlJVB2Bm+v3ZdX4guoAJBbxUB0LFiB/gJtvFwXYI94/CrW38ixiedNWSge3p/uOqkM91nASw/mtLkrUG1aXDiq7ErISAH4iWapDjEuGFbFRMzdw0mei6gj8lQMAuA68aZNenoG6aT4WSKxDqzG59Qj+zQQQk/SL2EgIgWOIjkz5ElR3Jh5FvCKyjnUQ9zTsZl8SmxMG6PsAgG9InOqIn5kbPnU7glgHIKlACFnQFa9MULoHC7loGFRHEmiuitA2iYn6OWxUB8cwnJCzH1mpDvMWm1enveqwUjJWssfRQHUAkgBQHdE2+14ZG9UBAAAABuAcKPDCJBzwQ0QCRP0QeKkAgPDDFdWhn3iN5TkGyR1/yjdyr4XaK8gwLMOZjkSI5XVbGE66gMCZFs3Mh6vHxKQqwP8USfIDVAcAAKAEkKcwAH6F8AP0BgBQCNyLdQgco2kBnlWlAbZdjZkKHKMqCu1rZU91C8/KckX+Rv6PPMgsCabqDYPSQKSwMqgOAABAD2BRgQPqP8wAvQEAFA7PVAfD8SzDCWTVgZv0NX6wWYeQLpFoM4Q7RL0gMasOPepYhM9KYfhT2aKbqJswMwY28QVNVp9+qj6bfXRrHgEiAmW6FeeNxGOND4Zx6j2CWUyrghDStxN5dFLwrNwnoj/WEIfVN2XExgk/XtB1uuiN4ay8VZo0k+XrjAt56SqhjkVFDKf3aP36xJTTX+pLRfJWaYZNtg73VtM6xxGA4RUYBuB179lVpHa4lNVNpU/cqEC/piThGcQOEbgi9U+BKzKsEUG8ZbILWo0ldzJk8Vo07EC8LtL34hn+JZpjAWy2q1tgXAcggUBeqA55C75de93iGsO8RYt16BoeUB25WEh4jNUZNMSFxyQVoeMx+uYkn9CoGlXFtIXuPLpv8EP0Zqk6lEivk7da6H+HiSwtfE2oYKQFxcw1zlRw5ObA2DJIrYe2oBgq5bUmJfBHMQeEWXV4fy3jAl7WG7tEvtTG6XD3zO+WrXzQi9HkyJSHTPxW+RW0zwazOkNOG0VSVoIB5rX8DL7Ps6QeQ7Pvyz07hN4c4mMA/YMAE1o4xo7y5fGm9kB1SC9dzuJtrM+w0sc6NIewvgSYgwGPAfiI8PIYYmKngwkcw+hbLlwq8Cx9rEPej2cRdoxZCRG9VV0dzNpbVRpRyosW/Qiy28rf4jVvpe31BMv4gyrdDRjzkFoAB6YSLoRNdVjXuRfIxVvFLhGLbOueLPVZIr4C1Gbe4pxiXjPnWplSdbTfIr0CwXdA1vENqzOYT0JTKmkHyEoA+IcwZSV4ojpEkWcZhlEHeKivbV3alXqY/C5Wt3CM/t0OqiMXCxWPUV5L5q/iw2OSjRDxGNbUbGjHUbsPzxp3xwrMspqIMN0HLmyw6C6nTbJhOsoiw4pnEcPI8ttmfWKBK9J7lol5KJVpEHtW3mq4lmg4j3xmnHngXhwNhFZ1+HK5nL3VvCeZTAgVjL7Rtu9EQLmvEuiDEdsc7y4HWQkAXxC6rATX57CS375aj4UumxnvAdQdzKkHq2903WxYyNzLCEa0cPIY45MdIx6TbISIx0SxgbDoI6jgKdcntvVWnkUMV8HSeqv8W+DtAnZR9SS6/k7ZwaOzhnGoVIehnr1HAd7Kl9o1y26qjgCMSK28vihkJQB8RIiyEmC9jrhZCHkMzxobxDjxmGQDeExBZpll4Ya3qhtpvFWlERaqQy2DPstCqGAQYrmWqAQnw6M6zPXsPei9lSKDwtAbZUzvses5Com3Em/Lt6tDVgLAR4QoKwFURzRNjiDh3bvyQxJCHiNTE97wVUx4TLIBPKYgc8FbhQpGS7rI11v5UvyNgv8mxF88uskVIVQdPl60sD4Cm54go7c6jEAN3FuJzY/PZYCsBICPCFFWAqiOaJpprIs6gDWcPMZwUcIDHVkek2wAjynI6LyVzDyUvii1Wii91ThslBhdtBYe0fbWkKgOW13nBYyan+WtNlqAzlu1/lHbYHWA3hoGvSEZZCUAfESIshJAdUTTjKpDHZFPGesIgMdIJyc9jtHmMUkF8BgXrNA+Ap1vOnkrNkZQ/V2svdLEjLGQuuOQwdAibKoj8ApxhOqAdj+6iXk43r7/vhYevSEZZCUAfESIshLcUR1m740oCYiMmVUHw0nSI8w8Rt5fpY+x4DGAXBEbHlO4hXylMKPwiD7CoDriV6t51ICfXhY2vSEZZCUAfESIshKcVYeN4DHsI5qW+RRBfnhkFqqD4YSQ8xgAwAvYNFNhtvB7K17awAtTOEKlOgKvjQBrwJ/3JNHp8jsVaa3jggyyEgC+IHRZCbSxDqTXGFZfqX8ivQgBc9nIGVY8GwUeAwC4jog2NQZvXbAAhRC4BV6YAqGqDqhMn0H01lzX5sCoksNE2S7qDVHULV6Y4zKGlgZZCYCQw6OsBBdUh+P+OZpyp06ezSvTwuV7oSgb9WjywF82AIBHMLRlwXhiYRaVPgI9dQu+PHkj8FhHPKqx8ErgeV5UVQfPUvF4uvWCXdYboihir1dTKfJf0zAqvg8AuAh3VAfu2IU7vOrETt4sr4POs1FcHKxgy2PmXAAgvgDV4UMNx4AxB6s64lGHrtSDbvVgCuJuXD0AO8Jm8CuHddGLovLeZBgGIW1tYoqOS5lmKIWWL24sU25UJEK+DwC4BXdUh2g7igPfokT07C7EsUoT4NSxkehYh7VBWwZIIEB1+FDDMWDMIVEdgddDsJC8VeAYxHAcQ03WLSgBUW+IosgxugCFzDwEebP0v0jXcSntI53Do1hH4KFjAMAjGHzfQXVY9iFgvi3qVYfVPnSG+bC96tB3lbg1wCsGFiEeAwC4BX9Ux6HT6adXXnxlw9iUdWPPrM38o3F08mdDk+oH/ra0795F5+/+6PQfPzx5x3tCyeyO22YcKp62/4bX9/z85V1XPb/9ymdafvD01997ctN//IP/j3/wt/93KbW3SgsMm2YFwRK1Ga7O1N2LryVsYfrZ/QmDRPHJbUwr0eq2GIYPUq1bbBzYih1bysszeCpTrCiZ7oU/JwGqDuyF6PelwwaEkPaup8ubEkl72vEN087y34L2v6Q2clEdslzJV3XogiPwpgYkEMiLDCubA2lM82iaxkj24hhqjrxrMlo8huXl8qiThUeOxwDCgFzbmfys/XS6fMWFlzeMvbBujLVSHXO7SmZ33Pav9uJpByTVcfUL23/8zxxUB2nuGr2fcS0iX4qUp5pufCfZO0zXKuJ43chRQWjRjhUqdMVARZzQwjFqeexMcXCl2TEMV1Uh1LEMYrkKBiGWLUWoiOVbrBZUzgNBqQ68KgJ0E19Qp3Brywk08/RWjBIQnzGrnSUrXHVoqkE7M4zrAAByAPIiw8qhLXAytQmgEx1y30O0xnbYvJsN+4i5T0YcOR6jfcWWRpHHALyHZzwmR2vvGSytOflI7Zm/L+65d8HJP33Y9bt3j/165uGbprfd+Na+X76x97rXWn/+8q5rXtx51Qs7fvLcth890/KDp5u//9RX//GPTd99gh//2IbvPLbhO49toFAdFnequqfkrXarxlIu9qROdKMIcquVwjjpWnX4CThB6TKwkfHGmUBlHye2QuaWSvJcfZnzf5YCVx1BuI+fUFpvsUt+RC1qIx/3EziG5YkPMpED6LapfCJP1WGpLdSrqClblAaqA5BAIErVgUzBDasdbL4S6cZ1aKlTNA4c5VgHsg0fmf9EFtEkg0WRx7A6CRExHgPwGF7ymBytvWdw9vrTGw5e+nJ//5q9fZ+3XmzY2Vu7/dziLWcXNp9d8PXZ+ZvPfrjpzPv8mfc2npm9/syspjMz1p2p+OL0tLWn31zd8/rqnldX9byyqodOdWgTX/Ks8pTqvZWTJtAk6nO2Tnegro+ghWM0fS7vI+l/ts7srfqJ2OtY45Xs1oQygi9FbIXAmToIcGdXeiKkP7X5PU0FywOBqA68svy8bgCQAsvyn5ZrkOXhrVavHmOuNdIrDcN2dQvLywPLOYFn9UcRTRsXgk9nZbhIbjwEshIgKyGBQC6qDuRShlVyDNmGj+z3t7GI8hhNdXA2soeEoHkMwFt4xmPysPaeyyv3nCd+NZYVhzPiwHC2L509OzB2sj/T0ZtpP5vZ2zO66+TI1q6RzR3D6w4Pr24fWr5/iGpch9AiyC5Wyppf0nwpQkUMo3vmzQTCOMsO0Z0NhIQtNWtyuQHhK4hMRqCMpqql4orkEKXcx4G1JFIjYLqQwj9yaRlICFZ1BOxKPkC/oBjPksPmuXor8Ykq1JlzNKw71J3ECshKMJYTshIiD6qsBKq1yem3IJM+8b91iIoh21iHWnVEN7Y5bXR5jNSWsWwRtoOdhYTHALyFNzwmPzvYc3lF63lRFJfuHli6e2Bfz8j6w+mluwfWH05/2z2yZNfAop2pf204/2pjN7c99dH21PxtqXnbUlVbUy3CyNyWS++1XKr7Nt2wL02hOupYpHoiiTRokUkl6MdUcCwyuDBNH4FyNsURFCmO+T5eGK2PQN8i6cpvzRXqWOPCZ4bmpYgTtDIIXAXHlTKMGrQslH/4rzpsail+ELgid72V2PJ75d7+GmQlGN7mkJUQcdBmJdCO6wBz3ZBtrANZCDl8CzFjLdI8Rol1EJqw0PIYgKdwnccUYge7B1bsPiuKYnPnUHPn0PGLmX09I82dQ3u7R471ZjYdTR86N/biyjN3z9jy5b6LKw8MLt83WL93sG7P5a+OjSzedbn6m4FP96Y/3UuhOrQOApkcGLsG5WZd4g11kvdJPsJhT7VjH4FVf6fOW5W+TIZrMXgrfiS+FrKlt+q6OWX+YXJ2bE1lsUvk6zi1LTL3j+YOn4UHVj/Be5PncK+PgPjMeuve/hpkJWjbISshBqDOSgDV4bdZswBdw4p/yKnxjTqPkRpcXJCEn8cAPESYYh1tpwaW7zwjimLXxdGui6N96bEzqUzXxdHu/sy5gbENR0Ye/eTM82uH/1B1/PqnV319bHTj0aF1h4fWtA9t6hhu2Juu3TP46d507R4H1WHnYqqjyd7awjFyLFHzL/Ib2iKXWq1kXf5DESdoHqcJP5ziMHJ00Vg0nngLeOuheLF0Ia7UlGWubz0ElYu4E5b0U3Xgd+K34wQCHv8188mHJD7vPri2/wZZCZCVECtQv6lBdQRmiDrDyuZAs8WAx2idNFgvSJh5DMBDFMxjXLS2U6ll3/SIojh9Y9/0jX3NnUNLdw9M39i3ZNfApo70Xxee/h/31n/n0XU/ePqr//tPC/8v5m1pt+kb+9YfGZY+LNx5eclumgwrFWqmrF5y86UIlbJapwDuX2p3pnnkt8kRVJdRNjKMfC2iztfCg0qituGkdn0Eapeqel8K+8HeT7qsD10HrUudnYGoDv/8JWBgHqrzXGO1mJ2L+Iz64NRBGWQlQFZCnECflQCqIzBD1BlWObXFMeAxanMpCYbw8xiAl8ifx7huB05eatjRLYr6WMeF0RN9mZ5LmQOnR77tHvn//trw3cfWzV13nD86tO7I0Nr2oc8PpNcdHvr028Ga1sGle9KLdw1Sqg5FMBtHecpVgQtvzV8URzNWFLGPQNmoMg/MoXRnk69dpLmbad1A1fSsRYPUJ6rNgaMVBgtF8nW8dmaZo/Cs0unrRjeBb6pD32IH7kd+Qfv5LGkisuhl09dYzA2yEhBkJcQJEOsIuZmbXasdbL7KcVyH/Cjg7QvWoISLx6jUhGGKws9jAN4idx7jkR04eal++ykRG9ext3tkc8fQrpPD7WdH1x1Kr21PS6rjrc+F+m8v1+65XLP78qJdA2sPDXE7BuZtG1i0a7DaUXXY3K86o6VhuJ4aM9TafcoRpeqxShBSF10kdEzwWiE139GdlXgttk7uX9D1FHTpSiuTJ6kFwMqPM5WCyYc/qgO/db/9JfRwei4TYZCVAFkJsQJ1VgJSya0P72ww1RCF6kDuZVhFkcfwrFOvamh4DCBw2DuFW7b/RH/d1hOifg6rmt0Da9sHdxwfXrgzVf1N6v88svZH5fyz9R0fbktVbU19sCU1t+XS6oNDc5ovvfP1pY+/ufzxN7SxjmgBd83AC2MDn1VH4PcbQli9PXxw4fAYZCWIkJUQK9BmJUCsIwAzN682WxApGG1z8jjxGACAEv5Qln3H+2q3HMe3jI6JQ6PZ1HD2wuDY6UtjXRczP3x681XPNn/Mn9hxYqSlc4Q/OvzFoaFVbUPL9g19sie9cNfgRzFVHWJEhIcPqiMS9RAUQG9IBlkJotgFWQmxAl1WAqiOuFnMeAwAQAMfiMvTjennvxh6Zk36qZUDjy3rf/jTC3+vOX/vwjN3cd13fnjit3MFZnbHzf86dO2LO655Ycv3n/7qJ1N23vDMyrktl95tvrTiwNDsry+9/dWledsvczssVceCBSjqwC3wwhChqg4fKiHwmw0PRNAbeoOsBF1pISshGQDVEUOLH48BAIgwtGVee9bTjem528X3touzt4gzmsVpm7OvbcxOaRp7Zu3YP1aPlX0+Wrp8+IH69I1vfvuLl7bfOvPInxZc+MlvH1y48/LH3wws2zdUtW3g/S0D83cMztse21iH+ltgnDL48hjgdawj5LcfCEBvmC2Wvg8A2ANURwwN2jJAAuEDiSlfNfjPNUNs4+UnVqQebeifVNt7/+Jzf17QM3H+yd+/f/w373b+etbR4sr2n72088fPbb3y+e0/fmHnVb97qH7vYE3rYP3e9EffXJ63/fL87YNV2y7HW3WI4WbevqmOwO80DLDqavfaW8NvcfV9AMAGoDpiaNCWARIIH3jMA9Ud2aw4lhVHM+LgSPZiOns6le26OHbo/Njensw3JzPNXZn1HZk1h0aXt41+sm9k8Z6R7zMPSMt0fLInLX2Yu+XyB1vDqzpcnBc/tMLDU9UR2rv2GRZKQ/vWa28Njx06nT7YM3jg1OV9Jwe+PZ5qFS61CpdahX7ISgAkBIaWAVRH3CzGPAYAsIIPPOavXHs2K37bPbJk18DAcHbhzoHNx4aX7x+cvz01b1uqamtqdfvIey2pd5tT7zSnqncNL2wd+dkdD61sG2rYl65pTS/cNfjRjsGqbYM5qg5pLhrTSEpsIkt5zn6dSfvbpneTB3SWImnVYcVoZ+EUKhht4k55Mm5krz0AACAASURBVJNw8m9/VEfgtxkU7PWGuo/X3hoeK6s9+eRnFx799NyDNafvrT41cd7xP1YJd87tCNubGgDwAaA6Ymjx5jH4vOAAgAofeMyfP9iXzYqdFzKbOtL9Q9l1h9I7T45sODq0fH+6fu9g7Z7BtYdHpSmq5m0fXNg6vLB15OrfPfTZ/qG6venFu9Mf7xycv2OwaptzrMO0epfJz9QRpdLsMaTFmEywnLNfGUWKubY60lT6gA8e1S31hUGoYxnEchUMQixbilARy7fY8M4A4Z3qCOf9+gbis2q1p9feGh57tK77lQ3SALDMk42jZSuGSxsu//0TY6wDAEgCEKiO+Fm8eYzluqeAOEOde95y8kQfeMzEOTuzWfH85bHD50YvDmZbT43sP53Zfnx0Y8fwusPDje3DXxwZrd07tKR1aMGuoYWtI9W7R/6fnzI3TJp+/UPTfvHgtJ8/OO3aB2TcUfaak7da3KnqnpK34it8GUE5j408d746cb7kYqy0AinXImitRxEnkM/JcC3mFkbyXNzIi5T5Dh9UR+D36DOID5dxqiX9/l57a3hs8ienXtmQfWHd2D/XZp5qHC1bMTypPoyqA7ISAD4AgeqInyWIx1gttgqIFVo4hjBRvQE+8Jjfz9wylhU3d6Snb+w7fzk7fWPfygNpbkdKGrAxfWNf/b4h9fO8HUPVu0fUmEZe3qoFDLU5+PXeynFFyoz7JlPn3ccX28I/s3WGa7F8F+bj8mz92qpPbIXAmToI8NijMm8mvkQxnmeFwkHHPVIdYbtNf0B8CfDyt3brE3vtreGx0kUdz9YLTy49Orn60IPzD/xl7t4/vd16R8U3kJUASCAQqI74WRJ4jCg3cMG7EMBzSK80+c8gecxvpm3KjIlnUmNtZ0dPp8Z2nhzZ05NpEUabjgyvbR9e2Ta8qn1k6Z6h6t1DH+0cWrBrJG/Vodx4iyC7WClrftnzpfJawpjvmCOB2iJfNu6sEBFOW2BYCy4xHHZ+rojBVzUWsBZAil7yxviGyj9UC/yJ8kJ1hOoG/QHxmRL5UsMDSQyb++Ct4bGpq0/2pbMXB7MXLmd7L2fPDYydSY31XBqDrARA7ECVlQCqI26WGB4DK5UmA6HhMb9+/cuRjHj43Oi6w+nuS2Or2tJfd46saR+q3TNY0zq4cNfg8gMj87Zf/mDb5blbL3+0c7gw1SEHDEWxi0watMgkYvkugStS3E3nwo59BKJIqeHrWMzjzMkYPKstb8zyXQJXwXGlDKMGLUMkPDxVHcHemj8gtv3SVwJXFBJvDY9NX3NcFMX1R9JLdw+sP5ze1zOydPfA0t0DkJUAiBdosxJAdcTNksNjiM80IGYID4+5+aVVQ6PZS0PZc5fHTvaNHT0/duDM2O7uzNbjmU3HMl8cGV15cPTTfSNLvh2RBnUUpDq0DgKNHOh2kJt1KXpZhy3uW8ph3uHYRyBqHm3JKpTL6VsPgoNj2Rpil8jXcWobwtaJoQkIuK46QnJfPoD4HOn2CU0fQXhsWmOneWM2C1kJgHiBOisBVEfcLFE8BhB/hIbH3Pj8Z/+j+IGckJ/qsHMx1dFkb23hGMSwpdKrXY5Mkt/0NjnZGtVQooh6vzPEPKV9uFL8bKYya10GeI8svkdQT5R3qiOoO/IaxGeQvDOPPxUwrkMURXFqY6doinXUWMQ6ZEBWAiByoH5Tg+qImyWNxwBijljzGOoRpUZKIXkrq3UKFHGC6lNqd2adrd+rHEI7sxThFBS1z0vyXnI6+Y2idVjo3yuqg5s6VvVNB16CQJ4od1VH4LfjKYjPje0hmIfqPNd42qA9zz97c+VRURT39Yw0dw7t7Rk5fjHT3Dn01bEhyEoAxAn0WQmgOuJmCeQxgFgjzjzG3lsV4a3rRzQnzqr0QlXyGOHQVaNV7ZnyOnTeqgw5VTQ/eQKcOl7rbpA5Cs8qnbX6boJgmbpHqsP/G/EUuesNBYZeJ4uTB+15/tnrnx0WRfFMKtN1cfRMKtOXHuu6MNpxfhSyEgCxAsQ6EmvJ5DGAOCO+PIbsrTb3y5cifESpfjvOJyhHlGKZFbo4kkpZ5M5UJeBp4hAtGOmR9seuizMV7EC8CP4/Ti6qjmBvxCMQnxTXLxG05/lnry5vF0VxaevA9I19NbsHmjvl+bUhKwEQK1BnJYDqiJslk8cAEo6I8piwrRTm5+/lEaN1hBeqI/D6dP1H8fTWIuqt+dnL9W0iHusYHDvWO3rEJtahAbISABECbVYCqI64WWJ5DCDJ8IfHWF2FuF0hbXZbkuytQQkPt1RHgMLJ09/Ch5tKlOp48dP9IjauQ7iQ2dyR3ng0DVkJgLiBLisBVEfcLMk8BpBYhEd1YKTN+SQGb12wACUKuPl2UVV1uFX4wKvRrZ/A0zvy31tDYi/U7hWxOay+7R5Zsmtg8S6LOawgKwEQa4DqiKElnMcAkgNDW+aRQ9m8uPF9zEfZn1P6AH0E+vr044quxDp8LrPXNe/z7SRKdTxX06p+zoriSEa8PJLtS5PXJgcA4g1QHTE0aMsACYQ/PIZ4FVyE2IsT83nAW0XfhUfhqsN/mu5dhQdyI4lSHc8u2SUqsY51hwZbTw4v3jWwcGcKfB+QQIDqiKFBWwZIIBBC1SZzy6cctYSZRdnwKlWfgLfiP59v9NdF1RF4veVdycHeQqJUxzOLdoiiuK9n5OtjQ3tODR89P7rhSHrdYeO4jsBDxwCARzD4PqiOuBnwGEAC4anqUM2KLSFTtlVhqsNu/hl16hh82KiyGpdx1ksMYZ9SxjcqXKDqCJyyF1hmNwqvWzYuv/K47Jkhtqert4mieCaV6ewdPdk32t2fOXB6ZM+pEXhTAxIIUB0xNOAxgAgipDzG2mlU6qbtJmJiA2EJV+ZzivnFOtThpGKXSOWtToNKQzbK0yVO7AC3VEfg1ZVrlVKUXP/AWMx6FFpvDac99dEWURSzWXEkkx0czV4ayp4fGOvuh3EdgCQCmVVHH1j0LYeHIO48BhA04sNjkEUQA5cWNh/MfyKE8vVWrFaZImzSG6xzga2L3AQy4Vcd/pTQ9cqkLrPl2l56RMBbw2N/e3tdS2t7c2v7pp3tG3Ye/HL7wdVb21Y0t+Xm+wBALACqI56Ww0MQdx4DCBox4TFEFUHUGLg4wQUJ8XArb9WtB6wivz4CZdJ9k1lOqR4gfKD1rqiOwCuKsg5zLHBMvDVU9uHqXZULVphh4fuQlQAIM1zwfVAdMTTij51YHgMIFHHgMQbxgExBD6L8MHwQSXESf7xVPla3c3j7DrwWHnmrDh8UkYtVl1dRSd5qWgAO91Z1rQbtcdL2t3T8RKkOK7PyfTIgKwHgLfzLSjCqDtvnFCwCBjwGECZEm8dIFxVNSgNZRDCILkk8RDJbbyWbzlsRQmypsq8uMsnyXbi38uqKYOQFv8IFfe25fPLCVUfg9WNfYwWUU888pOA2izXy8mOjeCv2ClBQx2pvGUuC4pG3RsvyVR2QlQDwAv71D8Jo8rgZ8BhAmBATHqPQOMIW/CtzMZApMIJbbn0Exh1y6SNQuwaQTT9WiFAYe7ZDfqrDu/K4WFEFl5DMPLR3h/zkqG4ovR1I62Tr3hqEMrvvolEzyEoAhAkhVh2O7QWyzSgIm9GX0IpP2O+cU23kXRj8T+AxgDABeIyd5e6tdaxSAxTMQ/qzwrLDIdw9BW7QaAIKVB2BV4u5ctwrm8lb+VLN47QeAT3zkHqdpK8IvQbkwgftecEbZCUAwgT/shIcVIfV28rU2OkOsT/WU0/O1Ty6L0SnOvKoXsfTAo8BhAnAY+wsZ2/F4oqSt/JaX6Y+y4KpEIQKRt/6C1yR/P4wfRVO6JtBd86Zh+pwvQxu1YnbBTN6q8AVKd7XwjGmPgK+QvZZoYKRH1ftbYJHNc23ELTnWdrVH/oEyEoAhAn+ZSXkEOtApPxm+53ptwdlhZSHeKz+TeAw5DTXkli2RtgVgccAwgTgMXZm5a2aWxm+wro8HfsIeBYZTqKe1jHyGR7o2zcXTpir6nC9AK5UhTdFMvd3qu1/EceZ+wg0pqIdRegfJdxI0J5naeFQHZCVAPAZ/mUl0KoOZGLMjg0HkROHrbnJuzz29UD81qYGiK8Tmho2bwQeAwgTgMfYmfWIUuspaJgKQevsxFmFiXkIFYzizqaXR5SgbxILPVveqiMkNRCG8hR+O0F7nqW5ri6szglZCYAwwb+sBCrVgUgd9qKJ9Rq4svlb80YrEzDqQbO/k/Es6USUhTHcl2hbCYaN+LGGkxjOb3MSm4KZNwKPASQQYeYxNpbbPDZJhbtUOyfVETjLJzbYgf8ihd9U0J5naeFVHZCVAPAQ/mUlUI3rsHFR8w6oYNXBswgxnPq5cN0hcAzxLBYcHG/cjeU3H0W8IrESiDvbVItjXRF3AB4DSCD84zFyjwjDCeomRYArrZbdcfqGCLyV/vd1i3PnpzqCveXY6A311jzyzsLNLaXheH7ISgCECf5lJdDGOmh4ubqz1VEidXhBNaPqIL66nYxjcIpAa8hCdZi3EL8y36/9GRyr1+ZXwA14DCCByLVhyd8EjtE3PzwrSxDtG9M+VscavHXBAgSwAm6FnEdVHb5dsZA7DaQAXsDRW6urq11x0ALNn1iHCFkJgEQC5ZFh5bgdWXBxlJvqUDzF8PLOQ3VYRTqcjFh+4p+Gz5LZ72Z/Lcf9Rev6BB4DSAgMbZmNs7hpRuUgd4yoERBBTxmMnSYQ6yjsjYU1sHmehD7WUfi1CrlBq6u7UgnBwuyt1aExF8WG2WgyrACAGCMH1WFlxJ0NH/A/cyUHeSoG3HjWnPlgc0fqfRHLb//ZvNFxT5qT2Bxi3gfaMkACkWvDkr+ZVQfDSdJDUIOq+cY6ADQ/dIGcm1J1+EzuafRGIAXz6GYNnhG01tAs8HEdAECMkYPqoN+usmEaKu9sVu9veiOpDhqzUh00QiIP1WFVY45lM+wGbRkggQhcdUhRDlAd/vzWhdDuXFWHb/dCecVYqg4xRhlWlJeArARAQmDwfU9iHTYCg4Yc4PENjtEN2ww2w4qoQ+xvE9+HKEWstlhtdDwceAwggQhSdSCWN2SEqvvwrK6xyk111LEI6WYRsRwDWseiZE2FWQjzplEdPjD7PPRGbOCft+ZuXgQ6zKcV4U0NSCRoVUdOZt+g0DU32OqchY/r8GY0Of6njQzAtYorqsNRigCPASQQwakObTS5fptk+m+oVIf1WFLVCIvCmkzvvFqTytYR9o/gMNNCyLqj8PBUBhB/0sDr0z1gU99EcHUdL3Kr8NOKFrEOACAJQJQz5zoajTPT7+m65RrtsC+q+VukVyD4DuY9iSen2c2xAqUdgMcAYocw8RibmXNtW5ncZ851s4/AwVtt6za0wEuf04H2qiO/c+ZaYO+uEihaOEaZSYkvtXpi/fPW3M1FySGaxIZIMXMuABBjIC9iHaE0V5b9iIYBjwHEC5HnMTZWCPMQtDXCTEbwXMlDteWcsJpUnDdqsU0vVIdHeiABeqNLFPElw7pIKwBotRG051mai3pD1CsNMYc5rCArARBPJEd1JMiAxwBihejzGBsje6u21hLJdKuDmWvDioXYeKt6xeitHZYfiadRHV6UMM56QwJfij97PIutIKGvk6A9z9LczbAynBDfAlkJgNiBKisBVEfcDHgMIFbwl8eYz+MpQ7LvIzAtMIz3gLrqrYQtkUEebN5KdeRxKsqCuXjaMEPgikB1UII+1mH7/EBWAiAkoM1KANURNwMeA4gTXOQxZMktv8t1+4ikuR+8oEr5eKtuTWILy6+PILK9nrnSekfV4WJ53DpnNACxDndUh+XjJG2BrARA6ECdlQCqI24GPAYQK7jNY5BeY1h9pf6J9CLEXcvNWyWfypMfODMPYsVGBTnxe6LqKFwhJFdsqOBLsTY/kvmQAasO+6wEhCArARBSUL+pQXXEzYDHAGIFt3mMjepw3D83k2atMi5RqlvZg85b8WxvzXl5FiGmgueKpI08KzlgC8cQPNo5yyL6HQT0XN9edRR46YTqDRmYh+o811hdefqU9xaSWAdkJQCiBfqsBFAdcTPgMYB4wWUeY6M6ML5ITsfKyRN5luEEntWrDnU2PelDjswDA1+KJFUvVDDSB75UIiJERmLvrbHpHaAk/WbVkbdasHhOgq+KwKD11lsS2VxdyU8LteqArARAaAGxjkiYoHJ/9+b1BR4DiBtc5THINtahbrH5SlQCFhRea1QdHKv8KXAMy+ftrUqPQJc87w1TIWi8JNGTadKwfxvVkd+FQG/k+htReqv/5onGaBBPiKIoip805Ks6ICsBEHJQZyW4rzpUJh3UAhm5rs2B9frns4R5/oYtXpjjMoZ2BjwGkEA48hgiR9TzRXk3m/1zd0eD6sAaJwrVAcj7YbCXAQbVkatsAL1R+A+Uuyv5ZF6pjk7dlrc6ISsBEDPQZiV4FesQOKZgGp3z0n48z2uH8SzVwW4UND/jWU3l6EtR0JqGwGMACQQ9j0HUGVY2B1KbKdbBgOrw6XnIQ3XQnxb0RoG/Tu6u5JP5ozq2QFYCIH6gy0pwVB3aE8swWIe8gClwEkMmkHnrQ7QvWFYm3LzJNSiiEIJuiR1n4m68CHaEdCaGE3glAEkorbRRHjPKMAghxHLKkY6l5VmGE7RCyxfP68ZxAx4DSCDoeQyizrAyW26uKIpm1SF7vdJCGrx1wQIEcAW4mb9VVQe+J/0JKQ8B4MjPW/03n1THRchKACQRyFF14OKBYzRezjEaG+ZZAsM3qw6rQ/Auf57FuX8+Xf4CxyCGw6/lfIDFRWQ5II/95KWdOEYXoJC/FeTN0v8ixi1sTNpHOod3sY7AXzYAgEcwtGU03oFMwQ2rHWy+EunGdZD7QNSuEYYzeyvA3dcbJhd1X6mqw2Yf4nkcdwZQ/jQ03hqIhUR1AACxhLPq0IUPGI6w0fAVdpzulWx5iLEvELM8yLdyCH3elK3qMEoH087y34L2v3RILqpDlitOqsMYBNEqUL8Z2jJAAuGi6kBuZlg5GHir108FUSeYVYfj4aA33P1dXHcltywkGVYAQCxBoTow03XtO2UQEVQH+RB3VUfuFrTq0FSDdmYY1wEA5AYaHkMjJJBFrENVI+4aeKsPD4ZZMNirDhAbPvworruSW+aP6jCPJg88dAwAeASD7zuoDpx4Y1MuOfNiM5m3OkQ3fZOAZzBpV1czl9y3nFSHvkK0Y/NUHZZ1WMiNA48BJBBh5jE2FktvJbL2UBkxwwqM0uLtrV6pDlEUc5k5FwCIJRCF6sAaG+MUkMSvrBKBKA/RkXUsLcuToIch60svsMjf6L/SDQdHLK8sRiyNQXcSHpqMw8e2GC6S841DWwZIIMLMY2wsTt5qy1TDZaA6XLFYeqsnqoOEOPk+AEAJBKsEBmvYyFLXFgqBtgyQQISZx9hYPLw1QOKbn4HqcNFi5q2gOgAA74BAdcTPoC0DJBBh5jE2FnVvdYuG+lxa89rk6reBFzL8KPxHD7O35qEfzEfRnCfqvg8A5AFQHTE0aMsACUSYeYyNRdpboyI2zGUmqg5AHjWZ3wMQZm816wfHPdU/1Y3mD6A6AAARVEcsDdoyQAIRZh5jY9H11ihKDhFUhzf1metjEGZvdYxmGPYh/imKDpIDVAcgmQDVEUODtgyQQISZx9hYRL01inoDB6gOd5Hr8xBmb81VdVDmXIHqAABEUB2xNGjLAAlEmHmMjUXRW6MuOURQHR4gp6cizN6aR6xDPZD+hKA6AMkEQXWYkzXBomXQlgESCBRiHmNjUfRWtakJvCSAUIH+wQizt+YR6xCtR3HgW97qFEVR3LIBVAcguUAQ64ifQVsGSCDCzGNsLHLeindwBF4YQKhA/2yE2VuJcQz7nfEP9ieEWAcg4QDVEUODtgyQQISZx9hY5LwVJAfABjFTHXlkWNEP8Iic7wMAhQNURwwN2jJAAhFmHmNj0fJWkBwAR9A8JGH21gIzrChPCKoDkEyA6oihQVsGSCDCzGNsLFreCqoD4Ij4qQ7RFNyAcR0AQH4A1RFDg7YMkECEmcfYWLS8NSfVMVw+vr+q2bvCuH/+prLecWXDuo3N6RIv76Kjsh+7YqZqQm95rXc1Zo9M1YTeksqMYUvu5Umm6hAhwwoAoACojkjaoTPp9p50W/fg/pMD3x5PtQqXWoVLrUJ/a2f/7s4+aMsACUSYeYyNRchbcw102KuCTNUEdfpaG9icwfXzD5ePJ5DsprLecRPSHYSrp5qkz83pEutL6Hm8ES6pDrwqzDeeaqpNORePoK/yLo/joxJmb3WUDTZbRNKQD1AdAIAKUB2RtEdquspXXHis4fykpWfuW9h91/zjf6wS7nz/2B1zDv/m7TZoywAJRJh5jI1FyFvdVR1mmPvaDWejURE2LNmJQ9emFHVhey1JJDRnmir7x+m5vrHwtalxqjKxgJ3qqE1JX3VU9htVBG1VZ6omGKI3lj+KviR0NZb/oxJmb7USCa4jQr4PALgFUB2RtEmLO1/ZmH2xaeyfX2SeWj366Mrhh5cNPlB76a9LLtyz4Ay0ZYAEIsw8xsYi5K0OVLKpjEYV2LBwe9Vhho2qoQx04P39OMOmpeYdlf1YGEQXKunQaRJCXUl3aqU65MNrMx2GfchKxlDgTNWE/qpms+TAlRWhxsprneuNToREWnX4ZhHyfQDALYDqiKQ9UN3xysbslKaxZ7/IlK8efXTlcGnD4AO1l+5b3HvPgrPQlgESiIjymBy9tYVjEGIqBMMWhFjejxp2UB16zWDi7s3pEp9Uh+X5LUmzQsebynrHlaVyCQgYiiQdbq+v9KpDi6KkpRIacrrMqqPKGP0wZUxJSV/aSSzkhO605spJZqzDN4M3NSCBANURSbv/46PPNQjln3Q8uvDwJK7tvvf33TV7z39V7vzNtB0l03ZEiMcAAG4hojyG6K08i3BjuBblK4O3yq5qMI88N2qqw3a4hZ52K/RaLqFThpV2Zvx29EfZiRO7WId5KEjusQ7zngT9gJ1Wvi6oDn8NVAcggQDVEUl7sPpIfzp7cTB74XK293L23MDYmdRYz6Wx7v6xE31jEeIxAIBbiCiPITMPoYKRXJIvRQixbKnRIZkKQahgDL4pbdH1ILhcw26pDtpBGkpWT04ZU8pFjSLHyKEx2q2Vp7yWVHIijBJFLwawAdzEEer2GVY4SOM6DHtiBSZoLTnbStqfcOna1Ljx/SWES4Pq8NRAdQASCFAdkbQHFrSLorivZ2Tp7oGluwfOpDLSh2xWrNk9ECEeAwC4hYjyGKK3ClyR1DUgcEUIFXGC+pXWR2DoRzAZfpRrNeyW6iAip1iHqkOsT5hDrEMUu7TR21LJy8usspjwqasIVzfVg11d0aoOc6xDF8ogyCTlKOkrG9WhjehQd3CQcwU/KpH1VncNshIACYT7quPI+a4nVr71cP3r99e8NPHj5373Pnvb208y7zx5++wnbp356M3/eqRo2oO/evP+61/7y89fvvtnL/zhqufu+PEzv/lh+e3fe+LmKx698TuPXP/vk679Xw9cdVfFJFfKE0v7G3fAvDGbFTNj4tBoNkI8BgBwCxHlMVbMg2cRQkUMo3QHyGwDZx51rBa0lPhHKS8dzpcGozooAhGuqA6JIg+Xj++vqk2XkIdH5xTrMOwsq46Syow6Q25TWW95rZ7rY4fY3Tsp1coF1aGTN9aqQy6kjeoYLte0h+G0OHIaRQOqg8YgKwGQQHigOs4Jz/EfvvpN/Uvbap9vrnlm86In13/82BfzHl4198HP5vz101l/Xlo5ceHUOz9647cfvnL7ey/c/PY/b/zX09dN/cc1rz961auTf/zSw1e+WHrli6XMfSWulCeWdv/8/aIp1lGze2B0TFy8yyLWEUoeAwC4hYjyGMv+TiXwqPQUSI5p9NYExjrUqaKU81tNUJtLrAOXDeWV6ZLxqarKHFSHbT3Y1ZWt6pDv1HJcR7OquCxVhzLLlnpm/TRZpEuD6vDLICsBkEC4rzoOnxP+ubHq1W/qXzSqjvcf/GzO/fVv/3lp5cRF0xTVMUVSHddP+8e1bzwGqoPS7q36VhTF4xczzZ1DzZ1Dfemx5s6hr48NDY+K/NF0hHgMAOAWEEJ90TSrO5J6PSViIXUZcIIxy0J2ZLaUUfoLpC2IrfOihoNWHc3pEm2YhGEwgyMnph6lUJsaNyHdZDlPlJ+qo7+qOc/R5BZn1vYE1RG0EX0fshIA8Yb7qqP9bOfDy956sH7qvTWvT1zwyu8+fOHXc569cUb5dVP/cc2bj//sjceufu3Rq14t++krk3/y8iNXvvTwj14s/eGUST944aH/fP7B7z/3wPeelQGqw8bumbtbFMW+9FjXxdGui6NDo9mui6PHekfTI9mDZ0YjxGMAALcQN9Wh9BEo8cY6FhWxfJ2BeTBcixyH5LQ+UYZrEYUW13s9g1Ud0kAOw5xRxpXFneeKJQxVN15LjRLQxjqcgirKebRrGVSHFGkpqRzWqQ7l/PmtEkgUFfKp1MUHQXUEaVa+D1kJgBjDfdVx6KywaO/KQ+nOtnTH/sGjewYPfTNwYOvAnq9Su/jUjqb+rWv6mz/v27T84ob6C+tqz3259OwXi3tWLzy16uMTn3/UtXK+sOLDY8s/6FgOqsPG7n73G1EUmzuHpm/sm76xr+viqPRhYDg7fWOUeAwA4BZipjp4FiFUyvOlesFP6u9k6+R+AYQQW6f0JnhSw56rDotYxHC5aT5Z6+lirU7iFOvAxINE0KlUR23KUDAya9fHKAzjQJRSmdYmV1WHfayDFOoxLy2iLFwo6THD/qA6/Dcr34esBECM4b7qOHy2c3UbL4piV6qnK9XTN5w6M9jbleo5M9h7Ybj/aP+Jg32d+/qO7r54cFvv3q96d204t2Pt2ZZVZzev69/ySc8Xi7oba86sXdS9GlSHjf1pIOQDTAAAG89JREFU9jYRi3WkR7PHekePnh9NDWUP9IxEiMcAAG7B7i0cYiN7q5TSzXdJ7slyquCvY5HJeRFCqJTXHFlmJK6PK1XLTN4hz9HkukCB3cp6Jtjw4Nxm5i2pTGtxEmW5QGfVocyNa1AyRNaOrWIul42ofwxhDft8MP0Kg8Yx601l+MZh48KFtalxOiEHc1j5b5aqA7ISAPEF8iDWcazxwEZRFL/ubv26u7Ur1bO398jX3a3f9h4+dunUxlM7mk5uW3uyZdWJr1Yc55cdX1/b9WWNsGaRsGpNf/O8Y8uqOhoWnlq18FQjqA4b+8OsFhEb13ExPba5Y4g/mu5Pj607ZDGuI5Q8BgBwCxHlMURv5Vl87pouUZT9FyEDF0GIrdO+0hhJHYtKWd5l8uGsOihGZeSkK/xHpmqCNuxBdzuqOsIHoNvOT5Vb5bh5CzrRIokTkoDBk74g1uG/OcY6ICsBED94oDrOdKzav14UxZrDa2oOr9l7/sj6E9tqDq9Zd2Jb6/lDiw41Ljy0akH7yo/aV8xv/2zewWVVB+vfP/jpe211q/o2v9O29O0DNR91rVxw4nNQHTb2X//6WsTmsOrpzyzZPbB418DFwbGF36QixGMAALcg8RiVzeC0xpHi0HMgw542B1LuadPfGTY4UkkAQAKoDhqDrARAAuG+6mg/0/H5vibz9tFsZnBsqC+TOjN6oWu4+8jQ8f2DR3Zc3t8ysGfDpR1r+1tW9PF159fVnFm78FTjR8dBddjZb6fz+J+jY+LgSLZ/aOz8wFh3P3ltcgAg3shJdSA6M7sepZhxvKK6PULeCqoDQAlQHTQGWQmABMJ91XHw9NEV364TTbGOL45v2XmurfrQ5x/LgY7lHx5s+OBg/dyDde+11c5p+6ThYtPb+2tm7V8yv/Oz+cIKUB02VjJ1vajEOmp2D5zqzyzeNbBwZ+pMauwv87oixGMAALdg4PREeeAoJKwsJ31i/sq8g/o5Qt4KqgNACVAdNAZZCYAEwiPV8aWoH9fxVffuXefaDvZ3fnly6+oTzatObF5+fGN9V9MnXV8sFlZXC6s+6vzs0951Hxytn3v40/nCinmdn4HqsLHb3/hSFMXjFzNfHxv66tjQ2YGxjUfSTYfTPZfGFuywXCUQAIgxkFOsw0pyOKoI4lGU3xLPBqoDEG+A6qCxCPk+AOAW3Fcdbd1HlreuFUVtDquey+c6Lp0QBrqPD/a0XmzfcWF/c+8e/vw3X5zdsurs5uVnNtb2fLm4u7H23Jdc14p5x5bPF1ZUwcy5tnbbq2tEUexLjwkXRo/1jl4YHGs7Pbq3e+REX2bnCcs5rACAGMOsOvBQg43kIG63d8CcVIfdDgIXIW8F1QGgBKgOGouQ7wMAbsEL1XF42e41oihO2/XxtF0ff93dWnN4zbRdHy88tKrp5DZpIxFLz34hfZh7pP6Do8tAddjYzS+tkj6MjmXTo9nUULb38ljPpbGui5kj5zLQlgESCMdYh8HsAyD2DpiH6rAqT4S8FVQHgBKgOmgsQr4PALgF91XHgVOHGnY2iqIc67g4nDp1+ezh/q6jqRMdl09+c6GtpXfPpt6d685tXX32qxVn+PrTTTU9axaeXFVzZu38zs+qOhqqOpa/D6rD1oqnrGxpbW9ubd+8q33jzoPrth9cs7VtZUvbsq/baje1QVsGSCAMYQ171WEOidhkWFntY3WIzXZzeSLkraA6AJQA1UFjEfJ9AMAteKI66r9ZJSrjOjpT3bvPta8/tb3l7J7dF9s/P7F5+fEN9cebPun6Yomwurrz8486P/vwWMMHR+sX96x+t73unYOfzD1SP/cIqA47+3j9wcoFK6wAbRkggTCwfHvVYf+VPSUyqxqbw/NWHdqAUW2jfkFibL0w8rHWOxRcw8H/3IAwA1QHjcGbGpBAuK869p9sr9u+UlTmsGo9f+jL41sWHWpc2bVp85ndXPtn89qXf3hwmTR71btttXPaPpl9oObt/TULTzXO3Ld4xt7F7x769N1D9aA68rYI8RgAwC0YxEAIVQdxo4234tNfClyRcSZ+aYEwQdtfN/UNXwqqAxAUQHXQGKgOQALhvurYd+Jg7bYV0ucxMTuSHR3IXL4w2t89eq5z+FR7unPP4KGtA99+ldq9/tK2xr6vll1Y/8m5Lxb3rKk+uWq+sLKqY/ncIw1z2j8F1ZG3RYjHAABuIW/VQTSb/R1P677q4EvlVYqVRYsZpojhWkShgpFXLwbVAQgRQHXQGKgOQALhhepo+2TrclEUaw6vWXJozc5zbWuON1cf+ny5sHHD6R3zDi6rOtjw/sFP57bVvdv2yTttS2cfqHl7/5JZ+5Z8fPzzGd8u+te3i945WAeqoxCLEI8BANxCRHkMjbcqn+tYuVOghWO0mftZXl0vDGm9BqA6AMGBRnX0gUFWAiB5QAhNnTpVev1F8p0NZjabtixsPAYAcAvxVR0tHFPKi10iX6oSEfVbgStS3RZiHYCQAFQHpRErB7ISADEGqI4YGkVbFhYeAwC4BYRQxYy5kQOFt9axqJQXuwSuSPHHFo6ROYe6W2hUR3O6ZEK6g/60zemS8akm3cbh8vH9Vc3mnTNVE3rLaw17GrZYn7k2Nc54IVdgLlWu9+sGPKr25nRJ2bDNeZrKeksqM6btoDoojVg5kJUAiDF0qiPwFzDAFVC0ZWHhMQCAW4h1rKOIEzAH5EsRQizfFcJxHcPl42Ua2lTWO248CRKLrU2Nk1iySn/NH4ww8vuOyv5xtlS7o7J/nMqkaVVHpmoCUfMoqE2N0xFxk+ow7kC4C8uS1Ka0ipqQbqrsJ9fheAPX967aM1UTiLpCRgGqI2jPC95oVAdkJQBiBvfHdYAFbhHiMQCAW0AI9XXPiB4o+zuZCgFP+OZLdTwjHKrDgaEa0FHZP65sWCa7GOWVt1ucH+P3En03waBDFA3QUdnvpDqGy+WT2KoO6bpaCfWlqk2NG99bXpnpUO/FQjaQi62oAutK8L3am9Ml1hUCqqMAo3tTQ1YCIFbQqY7gX8AAVxAdHgMAuIU4qw7ZT+XuADIM/uu76tC623ODsYudoCUUTq/j98RAh030wykwouQX1aacVIeoFx5aqXShFfWiNOJBDUHIH+iztnyodllaOCko/MZpVEfgSQGBA7ISAAkEQui3d/wRVEe8EB0eAwC4hXirDlFU/VE1J+f1U3U0leHagI61E5hrqkmXB6WSb+P+5bXksR8qy88hyGBQBVSqQ8RGQaiFJBRJLU9Tme5CRjViUB3UYz88rnaqAkCsI1+DrARAAgGxjjgiOjwGAHAL8VMdchAy96oIcm3ypjJTjpMNmtPlZakSradcosUqezbweI0Ny2TXNITaQO4dC0bYn1Z1EEplj6Yy7dYsYyC1KXk4h5wERRlb8Kja1ZQzLQvLcKeFjCYP3PUCB2QlAJIHhNDUV+8A1REvRIfHAABuIao8JjorhVGoDqXL3D7UUFKZkZmu2q8vDR6oTZeM7y9RSTwpC0jHepsz0nhrPBfIZkyIiR+TNjqoDpWI28PiDMod2auODtLAd7tkLU+r3TD2Q18wUB0e+D5kJQBiDEvVcaj34OurXrh74W/vrv3d/cv++Lf6P9294Df/9f5t01a9duL88eDdFWCD6PAYAMAtRJXHRMdbnaikNP8SFenHghgqqVWGfavKwTQSwyKqgNFiS9UhD4k2pCHloTpoYAjREDKvLMuppFqZ2bydUPG02vUixFAwUB0e+D5kJQBiDLLqWHdw9X3Vv397x+v80Krl2erFF96fKbz+xgH2uZYn/rv2dze+cc2SrdXBeyzACtHhMQCAW4gqj4mOt9pRSWkgdcmEnEINFvNKKT33JkZrk8skD6q2YvNaApJpAIPnqqM50yFFSLCCWZB1/cy22hS3/VXNqurQLVHiR7UTQh/a3YHq8MD3ISsBEGMQVMf6g2sfqL1rXd+nu7ObGjIL5p2tmH5wyou7nn5uy6NPbpr01MZJDy27++qXvj9/0/sOHtVQfMvMKcaNOyY+rm185HFU3Eg49pHHkaURzqlcDk1+pK+hGJHPaVekWyY/ol26eOI+8uFSac1ls75cyNoyACDGiCqPiY632lBJmWdTJziR85SUHYbLx/eWV5onbJVVh3YVbeSDvCeZBDenS4xMXaLRpEUGnVQH3Th1u5HudnPdqqqja7hc0QCGuXSxWIQv1W4a2t5R2a+eE1RHMnwfAHALRtVx9tLpSbX3bUqt2pJdv2T4g3dPTH1xL/vc12VPbXzosfV/e3j1XydW33bvp3fctfSOnzxzxYET+3Qu1FBsLRY0wdA4GT3eMKOve8a+mVeY95G+ssK+mVdYqg5VPCgfGiebtEFDMeH8dKpDLXYEAG0ZIHmIKo+Jjrc6UsmchlUYVr3QxQdkZq8/lbr+nTqg3NRhT2bz5pHW8tRPejUiw81Yh9WcUdZCxbCKH1ZCTLQYZ8v1tNptF1O3kk+gOmLm+wCAWzCqjtqdS97Yym4fW18/ys3qeuOlnU89tXHSY2vvn7z6L5Ma7yl659qXGp5ZsnvR/UvuvGnGL/5eda+VOzVOvmLOzOJbZk58XCP0Kh55vHjivh0TbzHx+30zr5CYvRXFx1UHUbRoJl93ypxiLBZhUh2YMimeYzzhFXN2aLtZqp0QAtoyQPIQVR4THW91VXXIYQqNnePfmuivMUPJAgQSbF5DQ18G01dm1dGcLsltTQzyrL5U94KtTS4njCl6CR/XYUiR8qza1UMI6k6bdTefRwUhBIkJEfJ9AMAtGFXH3xf/96qBJfVi9ewTb7zWyj6+/qFHvrj3oca//P3zu4pn/uzJxY+MjqVHx9KTa+9j3r3x+pd/anYkicc/3qC0GlIAxKg9yLlVuaoO3T669kiFojoIcRhFVOAHalpIkyvqRRsnazok1IC2DJA8xEx18Kw+sVuoYBCyHkXawjGEZG6BKzI2e8o5Ba4In3zT/jxqDbunOrDtBqar6ITc178zxy6klcItprXVR0uI2Ueppi43VYdC69MKaydpHjUsoxdF+tHkutwwL6td3pNy+Q7qR0X21oQnJsCbGpA8GFXHvct/Xz9aXXV+5ut7nnlg5Z8eXv3XB1f++aEV99w087pHqh+4NNSfHhuqXP9ayQc3Me/e+MPnv2twdQebPHFOMUJKqpUuWFE8cR/WWNicylJ1aG0QLml0sQ5MtEyZU6xTHY2Tixu7yaoDP5ZcMILaCWNbFkIeAwC4BRQr1dHCMfgc/HUsQizfxbO4K+GeZfVZ+VNz/DoWIYZr0bzVOD2Oyb95rYYls/wVrOkvYQSFMkBCtyI4vqiF3DHvEOLQqwX9iG0TXTakPOWcSUW9+CBhRAohMqCMS9FYPq46aOvWu2rHp9mliTXhzmj/qJBeoMlLTADVAUgekEF1PLDyvxcPfDD10PNvtD738qpnJ7xzw6TGe259++elC/48PJwWRXH6xldvfu+6Ce/cUDLzlz994T9NjkTsfiBTf0w2yEfhqiO3DKviifuUk+jHfhgvrZxWVR1TJCH0eMOMxskIFV9xC7EF3DHxFlNwxm6QSRjbsjDyGADALcRIdbRwjOYsDGPS+XJPAZ23ChUMMjq+zlvNl3Yt1oHlC+kJtyQVSHk7Rs6de8RDLQnd8t4ewLzKnr28kTSJMo8tqQbsT+JZtQ9XTdDN92WvtTB5Q6M6TL6QvMQEUB2A5MGoOv669A+zT7z1z+1lX5/eNDSWfXLxwz9783uT5t+bTqez2WzFprdum3M9M/v6W2f96tYZ1/3k2e+ZHMlq+imy6tDLBq2loImQavvIrc+UOcXFjUZ5oBMPWEskqY4pc4qvmNOgNWT7Zl6hNHDYgTsm3qK/BcONhA7R4TEAgFuIkeqQXEwOQvKs0acErgixdZTeaghOsrzZW3WNg9Ewz3VWHQCA2CXSqQ5ITICsBEACgQyq486Pbnup9SmWL311E9ufvjCYHn5y8cPp4cGsKM7Y+HrxnJ/f/t4vb5l1XXHlNTdMvfo/n/k3kyMVGOugUB1yb4e+JVJCJcg4C5YcykDy2DK8gSN0nzRORo83PPI4Qo83aGVunHzFnB2EgSiRUh0h5TEAgFuIk+oQuCLElLKM6laSlbIsYrgKVo4W0niZ7JuiKEUgizjBy1gHACB2idSqI+mJCZCVAEgejKrjiZpJT65/8OmNpfct+/2r658dGE2JoihmxcpNb9w4++pb373u1lk33Fzxi1+9efV1r//4uuevNDkSbayjcebExvxiHdK6HLiEkLfMaJys9mQ88njxxDlSVwemKG4hLhWCT7lrlCXEsSLEhkxrEMPZloWTxwAAbgHFSHXwLEJsBad6K1MhCBWM0Vtx2PR3qn0NCKFS3sQ85GXF7KhHnVrDkgX+WwNCDsdHBSEEiQmQlQBIIJBBdTS01v5h4e1la+//e8Ndd1bfOnvLdKH36D9XPFr89tW/fuf6X8+67uaKa3459eobXv/plU9/99Xl+bixlFj1eANpODjSsjOt6LssSLQ1AWWu3zgZoeLix4vR4w2E+awwQWK8lrKzFOLAD8HbOCfVIZWHPI9WGNqykPIYAMAtxE11yFbEshZ9BDpKYY5Gyp4o95JKJIZrsWEePKteTnZwgSvCKAuoDgAtaFQHgsQEyEoAJA9G1XFhoPe2t67/I3f7fbX/dffC39w+7/o/VZXcNOvnv37nl7fOuO7Gadfe8NZPrnv1ymte/tEVT/zPA8f34i5EMYfVI32kYV7agfhAMauT6KMi2hm0YCtCuiXMp8wpVv/EQjHYhH1SDqixVWooxppFvCFTT4KXIeyxjnDyGADALaAYqQ5R7FITLSz7CCi8VfpKENQOgi4rb5U9WiU0bJ1CWbR91BYk8N8aEHI4PirY6z7BiQmQlQBIHpBBdfR1z6jdXnPlc9+Z8G7xXfOY31Xd+ut3rr/l7etvrbjuxunX/PKNq65/9aprXvjBv03+f1+tfyH4FzaAiOjwGADALcRIdeCUoqA+AlH70xjMxPapY5EcCJWDkPLoVWNMElQHgBI0qgMSEyArAZBAEFRHX/eMhh11N7547dUvff+Xb1x109Rf3Dzz5zdNvfa6N3567ZQffv+pf//uo//zzWUvBv+2BlghOjwGAHALMVIdEgh9BLwouVIRJ2A+RTbZWyVXNQcYVVIiRS9ln1XJBi/9qZs2B1QHgBI0qgMSEyArAZBAkFVHX/eMs5dOL9hc9YfZv/neE//re0/+23+W/5/vP/m/f8D++5/fueNQ94HgX9UAG0SHxwAAbgHFWHUozIOX55xxcCLDHDX63gGsA0LXBSB7q25n6XIwmhyQI+hUR9CuFzggKwGQPFiqDkCEER0eAwC4hajymOisFAaqA0AJUB35+j5kJQBiDlAdcUR0eAwA4BaiymOi462gOgCUANVRmO9DVgIgtgDVEUdEh8cAAG4BIdQXTQu86uhrGFQHgAagOgp7U0NWAiC20KsOsLhY4A8WAOAzEELVEbQIeSuoDgAlQHUUpjoAgNhCpzqCfv+CuWPQlgESCITQOxG0CHlrrqpjuHx8b3mtR4XJVE0gnbw2NW5CuoN4SHO6xFCe2tS48akmx2s1p0vG91c1e1/Dvl3Ic4DqANUBABChUx1Bv3/B3DFoywAJBEJIjKBFyFt9Vh3D5XYUXK86VL5uqToyVRN6x5UN6zbqVUdHZb9xhy5R7BKbykwHGtCcLhnfO84MXUmGy50UjlUBIggq1QEWHd8HANwCQmjq1KnS6y+S72wws0FbBkggEEL9vb2Rg4W31rHhm7bSTdXRUdmv5+hmRu6sOsaN7y2pzIg4X7dQHR2V/cp27LSK6pAKU1KZEZszHZLMIKoIEsprJdVhKr+uJMPl43tLKoc7tOsqZygbthQtyt1FEDSqI+icgOAN3tSABAIhdM8990hkNZLvbIAZEeIxAIBbANXhQw27qjrUfn1yppOl6uio7B83IVU+obe8VrqErEBISDVJKgKXIqpIUNi/Qu7NBSZFSMywj3XUpsZZZHbJURSiaOkSm8rirTqCzgkI3kB1ABIIhNCdd94JqiNWiBCPAQDcQrxURxhhQyVteL8Z/VXNBNVRZYx+WHb5N5X1jitLSxlWHZXpJjyqQIh1WJStbNikdow6p6OyfxzNQAvrWEdTZT92ieFyTYeA6gguGyAsFiHfBwDcAkJo1qxZkgtE8p0NMAPaMkACAarDhxrOJdZhHr2NoYBYhzSiQx3XkamagLFzm9HkxpP0V9Xq6b6B/eN5UPZaiGpcB1ZOsuoYLtcnbsVddQTueoED+gcBCQRCaOqbb4LqiBUixGMAALcQUR4TIeaRo+qoTdmMTCCN6zBMS2WhOuSB48rOZqlgVh0EVSCd2RgGMQsJC9WklzpdTmU2DEm3VB1aqUB1JAAR8n0AwC2A6oghoC0DJBAR5TER8tbcVEdTWe+4Cf0lFpEHcqxDF/TIZQ4rFZaqwy6Tygg5SuOQNoaPBrHcbUK6wzywBFRHVL3VF98HAOIMUB0xRIR4DADgFiLKYyLkrTmpDm2cNzFcYJVhhVFtWtVhCpvoB290WasOQ2aX/KeR/VtdnU4SSNJFvTvddUF1JBugOgAJBKiOGCJCPAYAcAsR5TER8tYcVIc6Uy02Za1pB+K4juZ0iXmKWwJyjXWQMqx0MZZe4jB0OtVhEe6QBqzjI93Hg+pQdwjc9QJHhHwfAHALoDpiCGjLAAlERHlMhLyVWnXoxpGTuXshM+fanDa3DCt1vDh5blzKDCtyUY1rC+J1AqPJo+qtifV9AMAtgOqIIaAtAyQQEeUx0fJWGuEhrYiH0WV14XBst9xXCTQspuFqrCOnSyhfUcU6iHVCWCUQj3XIiKzqQJjZ7BO46wWOaPk+AOAKQHXEENCWARKIiPKYaOV2O7HJ5nQJcd4q00p5zrEOg1Yx7uNWrMNmlLmD6sC/UseLS1JBJxgkzYPHPWK+XgeNNI2ot/ri+/CmBsQZoDpiiGjxGADAFUSUx0TLW+0IZVOZzVSzCvl2WkxDFwPBmLppfIjC+2lW1aBUHcbdzKoDj2ngc21p8kCVCh2V/SWVGbl49qubk1UH/YD1sAFUR2G+D6oDEGeA6oghosVjAABXEFEeEy1vtUqeGS6nUBSiozKxPVBPwW0CESaotF6VKHJRTSM37OUBxa3p786UbGZfPO1PfFGRaIFy8E9EvdUX3wfVAYgzQHXEENHiMQCAK4goj4mct+Y0fy4gaQDVEWPfBwAKB6iOGALaMkACEVEeE0VvBeEBIIL+wYiot4LvAwAFAlRHDAFtGSCBiCiPiaK30kxSBEgacnoqIuqt4PsAQIEA1RFDQFsGSCAiymMi6q0gPAA4cn0eIuqt4PsAQIEA1RFDQFsGSCAiymOi660gPAAS8ngSIuqt4PsAQIEA1RFDQFsGSCAiymMi7a1Ib4GXB+Az8n4AIuqt4PsAQIEA1RFDQFsGSCAQQmI0DYGBJcxmzZoV+IsycMCbGpBAIEx1/P8+QxLxgmEAHwAAAABJRU5ErkJggg==" alt="" width="829" height="336" />

图2-1

所以当我们加上重编译的的操作,此时优化器就知道了表变量的具体行数.如图2-2

Code

declare @t table (i int)
select * from @t option(recompile)-----此时0行预估行数为1行
insert into @t select 1
select * from @t option(recompile)-----此时1行,预估行数为1行
insert into @t values (2),(3),(4),(5),(6),(7),(8),(9),(10),(11),(12),(14),(15),(16),(17),(18),(19),(20)
select * from @t option(recompile)----此时19行,预估行数为19行
--....当加入重编译hint时,优化器就知道的表变量的行数.

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f4u8TNPymB20u5YuoQd4lkIIKZFZMAAI9UdGo40R96uAR1KpU2ADoVUFpko1ORaQcMN22gHqCESFunfu7e/ZiLpz4kjqe60NOpZtUwazrt37AinhpTp5omlRtAClP3I8TtkaH0G8BH4jpVqkYDfelYBplyqt7ZO4CZ9yflL8z7A8qKLHQqtVYSqAcoJ9LWqZ/91R6M8cnJpS0nWltOtKaanS0nWq8eb6l0qhv0tGqSNUl104uJSttqiPUiqx21dCqjgMnd6BYe0P4NEI3YOjViCVSYTMq4M6Kuqk5g1aFTbojzWIZpEnRyzwXOElBCDEinshykpkuAeoASIm2d+pm7d2KMp5qdxmS7MdlutbuNyfbxibYqP1UVTx21jKod1VaDPNCxKqYdSlLHqoTz/iolK21THCyZ8nSqUzNCDU19LuhUAIPYOjVyj0Bhaq3qj29seAdjDM4SUEoE7HUZlwbdIg2oBygh0tapn77rdYzxlhOtZZunlm2eaky23ReptynG7j/9FU5+ZJTQjj3kp1Lv+rHbiuVEtikGABp46PqmymKy4CwBJcQg4qlRBtQDlBBp69RP/mwbJuKpzXb3+ET7zQvCeKqLhHSqUzMQMgxCfdpVYfaqC+32b+T1BFsidSq0fwM08NDpVJmBswSUEInoVD4QGys0C9QDlBBp69S/vWMUE/mpk83Oy8da9pvNKJ0qnNPndap43t82veQBV33aZpAP4B/CrW2S6VR5RgHTmlipU93iWfLKWYCSAHQqADCsiNSpijwyZh9MyFP+BVAPACCRtk79+E9excR6/zPTSw/unF09Ll7v7yWMi8UcVT/VtBvC1lD8vL9mFFM7nkpktYbXyWhWXtdCPBXQwKBTAYDhhWY8lVGlsreCfzKyFagHADBIW6d+dJlN/rPdwfOL3emWoh8VAFBYgE4FAIYV/evUyP2BegAAj7R16odveQH78dSHds6+Pb20enx21dgM0A1QQsTWqfk0YC+ghGBYoCCt8DXJZxm3I58IQD1ACYFS1qkfuuk5jPHJyaVXj7deOd46P9vZfLT5/BFFfioAUFggurJNtKXHzH4M2AsoIVAS8VQkz0YNtvj5akA9AKCB09epf/mDpzHGU82Oc7F9fKJ9cb5z8Gx77+lFoBughEAw7w8ADCnUOlVzzEm+gHgqAKCDtHXqB7/3hPui3ek2292ZVndirnPmEuSnAsoI0KkAwLCi/3gqqUcV8VSgHgBAIm2d+v7rN4zuOrxl1+GXxw9vHju0afuhp187uGH0INANUEKATgUAhhWJz/tDPBUA0EHaOvX+Fw7dOrKeB9ANUEKATgUAhhU6OpUPoMp2gPxUAEATaetUmQHdACVEXnTqG+eah880D56e3//W7J6TM7ucS7ucS7uc6V0npneemBo/Pjl+7OLYmxOvv3nh9aPv7Dhyfvsb57a/cXbb4TOvHTq99eDbwF5ACZGUToV5fwAgFkCnAgADQ1506pcfaly7/uLX1l344ppzV6w6/al7T/7dr5xPLD9++c+PfOSnBz90276/WLbr/T96/X0/2PrHN7z63u/Y7zaf/+/XPPN7X3/iP39l/f/9pXXAXkAJEalTdaSnLJ4K8/4AgAygUwGAgSEvOvWLq0/cuLl7w/Od655duuap9lc3LHzpsfkrH7n0zw9e/MzIub+/9/Tf/PLUR39+/EO3H/lg7eCf/mjvH9+4873X7/iD77z238wt/+Wal4G9gBJCMz81VQPqAUoI0KkAwMCQF5165cpjN27uXv9859+eXbr2qfZXNyxU181f+cilK1ZPfGbk/N/fe/pvlp/8yJ3HP3THkQ/WDgU69d3fee2/gk4FlBWgUwGATAA6FQAYGPKiUz93/5vfWedc+/Cxr6468kXr4BXL933qZ7s/fuvYR36848M/3vHXt+wwbtnxoZt3/NXNO/7yRzv+8kc7/uKmHX9+0/YP3rT9A/+x/f3/sV3O3lHLQMisY9zAdhUhZNrUDu4CEYQQQhXTrPDrnU3bO4l7ILF/YFXbPZtTM5D/WbiBcd1EyLBGM/+NAQODY1Ukv3jdNGqO+nC7Gh5rV70byakZ4R3FIt86FagHGBwyoV6e6AYAFBZ50alXrTw63exOzncvznUn5rrvzHbOzXTOXOqcnu6cmuo8+NKJ6p0vXf2zl676qb38uWPbGouvnljcfGxh09GFpw+31h9oidlrV5FRNX1naZuEYyPgWBV3u//C969OzXCdpV11vanlqL5Kyo8aNYtxq/JHHmCI4d0bUvPFme8sBfv796TnLOsCPYYQEvlalFudCtQDpI0cUC89WiFJajjoVEAJgXKiU68cOYwx3ndmcc3O2TU7Z8/NLLkvul380M7Zf33oxKeXv/GnP9zxv3/24U/W7Pu2z9y7feaebTPr98+vHp+7e/SSkL2OVUFmjfR8wgdZtLPEDezUDKNqK5ylXUWoYjn+sUEAydue/S8NGABEQZ1Ri7jzRO9WbVJpBT51mOOpQD3AgJEJ9dKjFehUACBAXnTq560D/MZuFy91cKvdHRmdvGbj3OV3N3776o3mPVsOnmvvfrv9+qnFrc6ifWzhuTfE8VR2otCo2b77NO26KXaWYofqQTaCN+u2WTF4b0zskPkvDUgHlC9kLYzEyCYfPWeJMT35qAeUV50K1AOkj+yplyyV5H9M6HZBpwJKCJQTnfq5e/djLp760M7ZdgevHp/99q/PX7Nx7vLljd++euMnay/du21mxbaZX702s27v/Mjrs3dtEcZT3cw2L8riWBXfQdZNhEwrDNhEBXWCp6H3UPNrnrNfpW0KZ4iILD1A0RE/SY52lmbVcMOQrInjgiinOhWoBxg0MqFeerRCongqQgh0KqCEyItO/eyv9mCMT04ubTnR2nKiNdXsbDnRevV4a6GN7TebNz194ZqNcx9b3vjtqzf+809feWzf/KN75h7ZPbfxYOuR3fP3vz6rs5jD84VOzUAVy/acJRHIcRdziCcfwwQ7dxLTqDnuCYknoGidh2/gLAsK1Y9O/fRe6pth1bgjXGdZN737atQyPNdom+wLBnnVqS6AeoAUkQfqJc4m4d+hRzcAoLBAOdGpn7l7J8Z4qtlpTLYbk+1Wu9uYbB+faDcXu4fOte94fiKY96/e9eoLR1vPvdF68lDr6cOtx/c3H941L2MvM59oWKNe6MWRBXW4Z53dwKGz9AI8xIFh2hMEdUoOL3Do3wO+lvKDgqqgzqhlVG1v8lE4mzl8OhWoBxgYsqLeSt8SpxWC/FQAwEdedOqn73odY7zlRGvZ5qllm6cak233xexCd9nmqS8/fDbQqR/+ke2+tWzz1Mqx2V+MXlq2eUqaJBcs5sB104/TGNYoFjlL/0CBe/OcJbsixA0OBSNv/hkXuFxwlgWHbfqyyc+kpGch9ZPkihBPBeoBBoYMqZcgj+R3sGcKugEAxUZedOonf7YNE/HUZrt7fKL95oX2TKt74Mzi7W48dXnjt6/eePXPX910pPXU4daGA82NB5uP7m2u3jmnVcTRGy4Hc4jeAyhOUIc/P1Opkf4nrDguA1wFZlTCvEnB714uner/aUA9QJrImnopccpVpUjU4hh0KqCEyItO/ds7RjGRnzrZ7Lx8rGW/2Zxudja90bx+/blvrJ+9fHnjt69a/4+3vvjI7rmHds49MDb36J75VeNzK7bp5Kf6czph4XHaWdo1/3nEBXWCtcbS2Ixy5ak3xo+qNQ0YQgQzzo5VMW1XVLn3FX2/ec5SeJ/wzpLfZ6h1KlAPkDzyQL00CIV8eYoInYogngooMVBOdOrHf/IqJtb7n5leenDn7Orx2cn5zqrXZ75RP/2N9TMfu7vxW1c+/okfbfrVazPLt166e/TSA+NzK7bN/uxVcf1UjBuB5wufYrTni07GN2qW6YZ2JFWgmVORThGCOqWBbCl68JZEaVFFHP0OTOw9M9TxVKAeIFVkSL3E2eTe1OQ/MS1YQacCSgiUE5360WU2+c92B88vdqdbnQuzndPTnV/YF915/9+6asOX73ply4mFF44uPHO4teFA69G9zYd2NYG9gBIi3zoVACgsEtepgUJltCmC9f6A0iMvOvXDt7yA/XjqQztn355eWj0+u2ps5txM55/uafy3b7/2pfrUx5a/9Z++9uL/8tG7fv+fl/9i9NJdWy6NvD73y60zd7yiiKcCAIUF6FQAIBOkFE/FXEiV2aKVDh60ZCN2IKYv3DJw3MyE3fArHzP7B+anSbiLGsMoNZMpDig+4pcrJkC21YjZeVGXRAmT0rcP3fQcxvjk5NKrx1uvHG+dn+1sPtp8/kjzzKXOyI7Z72yY/OYTi59ZPffu747/6bc33vXi2yvHZu/bMbt6fN7aMXf31hmGvSMjCAAoJITszY9Ozfz7AQBSAk+9zOkWOnujahpkGoxg6WF0m2IvMyciYYaSsEbNYhQtVNgoJGQdAalxTiPUqYL9mXRwSTaXSObmRaf+5Q+exhhPNTvOxfbxifbF+c7Bs+29pxdPTS2NnVrcfGTxG2sn/v257h9es2HN9vMbDszX98w/tGv+wV3z978+t2KbYr0/AFBY5FCnAgBlQK50quM3JQ5Ep1BDROtU3MBOzTCqtkKnepnf/rFB7BYywssEUTyVWoYoejdMBw/16HDFUz/4vSfcF+1Ot9nuzrS6E3OdM5c6jcmlo+8sHTjbfs1Z+tAdR1882rSPLTx7pLXhQGvtvubDu5urxufv2yGt8w8AFBigUwGATJArncrO0Rs121eufsviBtYrA+dBFjwz67ZZMRQVNiCYWlgoK6uEQVD9MnAxPj0vOvX9128Y3XV4y67DL48f3jx2aNP2Q0+/dnDD6MHHXj34yEsHH3zxwMjz+61N+3/1zP67ntx3x8Z9tfX7bv713h+u3fu9+p5/f3gPOEtACQE6FQDIBHnSqW5SqRfg9FpzIV+hWrL2b3w8NRAinp6QFVKA9m+A+PmptE41q4Y7A8BaRGUbTZqkpVPvf+HQrSPre0aKzpLNGdc+JG9VG3v4Q0qNuinmjGx7Bii4TgXqlRRDQ7080S2UiZ4MdRtq2J5OJWKo7joq8bx/mNtKUMnvQ+t9FrR/KyGiywgG5YrdAKtV445wdWrd9O6rXjraaNIkLZ3ap0nY635lwmY22kjcWVL5Q+k+dh2rEn4EOEvhzIX0C0nEWYap4sL6jn0ixzoVqAfUI1FM6qVLLcf9zgzLCTbZMp3KTOUb1qgX9RS1KdZo/+b9XsSBYcYhxFNLDi9m798D/jDG57gqnjpqGVW7j442mtQpn07tAXJnGZ0YlCiIHi0A5geKvCv6d5ZhZhjGo5aZfJCv4Dq1x18WqJdjFIt66VLLsQzTJjfYprhvqm2icB0Vrpt+iNSwRrFIp/oHCpSlp1PZxVhuXDYIevFMChgFOrXgsE1/xOInMdMJAOl2CNekTjF0KlkQgXg3IKeXOVGxHD4WQgwCyJ6Q5FBA5iz98wfe0fed1DyL7TtUpnc5tdHf2aKHv8Rl0IOVYB0oXfSO/RK4a0jPkWeJwThLp2akPAGNhk+nAvUkXwJQj7pJhoN66VKL1am2iUyt+qneHRjc23SbYq14qvDLZ3lBVcGEUVnh4Q5+jEr4aBL87qBT5RbHWfJVu4i0Ccp4Z0nv4w5eyS3uLyRzlu74gxpxjrJemb8A7sJMm9m5agsuQ+0sJV8Cfw15S/VLjG/0XRH+4QFP6qaf3RV+P8F2hzlKqCrIoI74DqSkj+LTJb8ConXqVEYG1KMvA6hXCurdcsst6Xo1XqcaloZO9W+/sOY/rVPtmv+XcvFUurOx9FPUVsj7tvQIkj0cq2La5HwRfb95OlV4n/A6ld8nUZ162Yp8IYazpDwWkYXjbvc45h7IOUtqH9EPSR7C7cZk+RBHkf6PWmtpWKPUBdOzOcIflZxwpCYf+T+E/xKoa8ho6nYAYJ1lODPoWBVKT7ApOA3CWdZNoQflbzbqs/jeLZGfLnO6w6ZTgXqKLwGoN2zUy13E3vwAACAASURBVKdODW88WnRGr4Mxapbp/rGSAuzMqUiWQTy1NJBVgQjekgxyqPqpfvMz9p5JOJ6auTDtWacyHiv4pyBVnHOW7j70L8SMCaKdZURQh3w6ExfGPizYjxBdhtxZyr4E+rTE5FHBIJp8ZOsPs/4vcI3+dq7EoGyilvrd7apQbKk/PUwJkrB3KHQqUE/xJQD1ho56GehU1bw/AFBYoJzoVMU5dT6u/6AO7cnEQR1vH+JhR67qjQzqSJPkyClL72rZC2OflQLPKnCQPQZ1yuYsyXbYoTOjnWV4COEsY8xwyY/S+HRNncqKqoEYUA+oFwMFoh5CKWfBaa+jAgCKDTREOpU3PZ0amnhSg/JVpEUnyXGTKUpnqV50LLgAYfYeW9wOC+Z0uIWZkUlygvS+sjhLYmJx1DLoCWg/Ameb5FcXJi+q1hQHHeGkR9UtN2gn/vTYOrVnh9iPAfUElwHUKwf10qWWRl2qkREEABQSQk+nSZ0kdarCdCQs7lGn0tvZJBv3wVCXLzomjiUXc3jrfyOcJfkphDsknKV3HoTYiILKWYovgzxQveg4OE8pnSXxVVQsiw6rWFX2KxIv5hBn1ZDaKJyaDI9ixBD36b3qVBQV6YncQbYnfyBQD6hXWuppkihBg3gqoIRAeY6nMiY8JBX2CnLw04faxQIAHPR1KtIzAeGJjcIdgHqAEgJ0KgAwMGSsU4WmmRKAo+OpscBGgCTta1MDOEtATETq1EjpKeW5tqIF6gFKiER0qnA8qT4EdCqghIitU1euXLly5crBxFP5txhLT6dmUGQbnCUgJtQ6VSZSNSOpzFGyt4B6gBIiUqfqjPGCf/IDSxnjUtSpbHaK9iF5I04Pf0ip0XdbjfQRW6e6/0spkkoav6d+PDXzFGAAICUI2Uuu9yf9H8te+fYI2mvr1My/HwAgJfDUi/RiSJ42I/ynYoQppBshKVC/2TKJ61QqtztdxUOW3QCdKi6hL/1CEtGpYawhjUBDZjqVV5z8aQNTHyVnLwBQZKA466gULjDreCoAMGToX6fGJZqSbhk1huitvEYKoMrAAagfKP02xZH1N/pG9joVY/aF4rVmPBUAKAP0dSo5n6iei1TsIzwEqAcoIfrXqSSPIikZWEydSmbUcAUuEEJmTV5eg4jJke1YEWIjl/rliumKGbavZYl8dEljW6+YRtUWXIa6TbHkS+CuIYN0owFgMDrVqRkp536gPKyjUgdWZR+HQacCyg0Uvy6V8C3F/jhqLhKoBygh+tepmB49yt7y+0yq6SbUqXz7U2FVYKFOZcsVs1sERX8JUM0sXHDt3/gLEBazYwvD8Zeh1qmSL4G/hrxl2SYCXqcKCrrVTVSxbKZkW0NSBk4o6GXthSWjDsWnS34FlG1+Kq9N+ZOTbzEWR6cSfW54RnlfZZ3L6iD29xqWCDI/fDpVbadmIGTao5YRNi4v5kANkAOg4dCpQD1A0YCUOpW9TTljeKfYR49uMdq/edvJlgq8TqX2YRHZ/k3YyC1s7E61f/O2G9YodcFOzSD7CYsCewm0f6OEexnKFYeT8o5VoaQ82WCPLSQcNC5uSIOsgnqCdZO9ByI/XaZ3s46n8iFVZovi48h9hOwVpsiQ5nPDc3KKajhBdxmp53PqpoFMq2YgZJpVhCqmPWqbBb37AYMAUYRcMvmCetKp+k4RRwWEgHqAYiJqnIOSnvdXHBhJN6HSYsRi8E9mOys6iTbF9J/PjBKjdWpEPJXqPBxeGGVBcDT8CNFlyHWq7Esoa1uN4Ltyn8KiNsWhKiUaDjM/i4QX1O8uaW6s/vTIjjaRjPPo4/4vQZ2aCOTOUuLjA+/oOku7qlADOjnaPMdcx0l45iJOKwDSwqhl+Ix1b1HRbojTqYzb0/R/MqeoczhQD1AsuD1Uq6aRrk7FGcVTaREpjqd6+xDEIRkdGU+V5qdSfZLdq2UvjJUpAlEr0KY9xlPLplPJ0ZctbsBGHELo1BiPUPlRGp9eZp0axp9tk6JK4CwtN9bNjRuIW5yaXmSNblPu/hLMNAdMQQJigHq++HPZ3G6Iq0vF+z+F4+xhI78dqAcoIqSkc4E0dCriAqiyHRRvxclPJahjCzYyZCEsOj/VZs8V0aZYtd5fcAHCxFlBm2LxZZDbI/NTBZm1ZdGpxJy+Oxgjcj/8h61tkl9dmDesWs5vV+lVa/xRdcuNl4s/vdw61f+pRh1iiCzS+BXDoCYpRJOG3u1OfonUbk7NoJKRCWYqI0YAgAAU86PZy8z7Y3pWUe07+d2EB8p2AOoBiogB6VSU5Lw/ffMz20n2+cNCPy9cuN6fOJZcR+UtvY/QqeSnIESTmlrCjxAbzKMPYT9CdBnkger1/sF5SqlTqVwyi45oWlX2KxKvoxI/TslhScia8ChmHMJ9eul1KjlWIFU8ySV38tGfevAJEHpQ/+sWJYYHyeAhb0274Vg1y6oaRpB2U0QOAFIDkWbewD3p1IEZUA9QRPSrU5GG9ESSeKrrzGPSrScIlr+kj3x2sQLkGEXXqWFEp+bQ8W0PXvKfO0FZt4xgjqNq+U7ONpFh1bjFa3zsh17gZtetwPWWujcGID76jqcOzIB6gCIigXjqQOkWA2zwVbGKMRWATgXERJ506jp8CmOM8cPrwo1b3c+bVB34+V1i9nK5LJyZdd9ZjloGMsyqG5LxvCCV3MYXWWCCOsypyUJxMPMIiAkqCV03PzV5r6hhQD1AEVEWnZpB9jboVEBM5EynnqC23HwCn9rlKdGtL4r3iZr3DxCQk18UWTXDKE7FcgIvOGqFyXMRzpLYgZziJBYYZv1LA4YKhJuUL7fMrU6lAdQDDB2GQ6eOjCAAoJDg6ZZTnboV45tX4IcnMcb41C78+V3UpXjKVUOn+hEXarEFX/QnWJIceMFwkbKwaC2ZcmfXbS7X2Db9FSQQ1wHEBZuELkD+dSpQDzBsYNtJKKYy8kY3AKCQyLdOncSXvYjxCfz5XV5gNV48VeHp7SoiizjS2715SeoQwlkSyxiDRxhRjZxpi9zAVHAIAEgM+dWpQD1AoQE6FQAYGIZAp7qR1F50KgBQaORXpwIAhQboVABgYMi3TsX45mAp1Ql6nxcxxvhm0KmAEgN0KgCQCXKsU4kWU+R2Yi7CL5tKGrG/lxDP5j+gsHdGsNLRz+KNajMLAPSDXOvUYB0VI15dI8sCQHY5oCQQsncwOtXxHVfQHQfDwg5AacBTL23G8SZv/6ayMM0m6AYnEQREFo1ENDh10/BaE5tmFaGKaY+K2nMAACLwQ5qoJgI4dzoVYyysS0WETnnI6lIBAMUGo1NNSkCmZY5lKHQqAFAG5E+nSnw83abYVnZos02VViA+iw6yWnQrOCg4BRAj7E1I6FSivapGZRtNmgxbnX8AoLhgdCoVQHF06BzWHjUMI1S5DjHjx0lf0KkAQC51arjiMCyXQetUt/+FQ3U0DZjuLzckZva5wGx4ziAq5j5E/JQAmP0HqEFXfGMrhYuHSaBTAYBhRZ/xVFJxWkYoSS0jlLm2yUpV0KkAQK50qoewA1zVFLcpJjoS4wYW9HVrBNWOydwAajenZtBl5sI8AWWwFgDAuBGlUyM62mjSpC+dyh/Y86n0dSpfEpypU2OzzRXr5gAmL4SjVYb25MX7jTT9gbJ05AEoD/rUqVTc1LAEG5m3/Pc1dSpQD1BU5E+nkvyiCwy7COf9kWk3nKCxMClefWoo27+F/d5Mu+FYNcuqGgYyrFHHb3ec+a8DyDFoMUrG4OXx+MR0qsKYfUh5yr9IWqcy3pF3lt7wkUmYkDnLcKKUPAmTGkw5QrVLo68nKC1JXxtCCBkVd/rGdZa2VeGfJoD4CL5h4c8kfFe9kXhME7cBe3dpHE61A9XrR9VPfqpj+fP+jmXQwpTfU0+nAvUAUd//kFOvV7b1blK6hcHUmiMaE/rlit3cgLpbV9gOu8F5zTUMqxbV/q3Btt6w61ageqFWMSACXNA0yEIxapY5kHgqxuLXsn9iLHgrQZ3qJn2bNtXROLSwMWPFsGiHGsNZuvU7PBoLl17KU3ZUzpIZnoYjYDYTGdAbRi1D0BtJ+a5sI9FXKbipglvInSlzYh3u+owIMYRonRrM1zuWgZRa0zVyfj/UqRjbSsGrqVOBegA5CkI9PaeZpAnpZos5RtPN+6tHLQMZZtUNXHkClIpjRbQp5j4rDK/CpD9AA4qOxHVTEo9HA9OpmpkAunCLA0yqdaokYBMx5lNPPrrnZMfuHrHpBHMc+k7ZbIjKWRJPBHfIq++DARpwlwt4/+TII3xXfQiWrVj0Z4rjHN6DTiVm7LUCq9QEP6VraWfkvcV5KMOSOU6gHkCFolBP02smaNr1U7k7364iVDXDAGrFcgIBSrZti9CpxA5kdoFXbBV4AYiCVKcqeDc4nRqYLEkglk69+QR+eB3eqtSpQXxF7iyDUsbehIjA2Gcf6yypmiBuBJtyxu5HyAaayqCOXbf8BwRbeQRWVvYPP+/QBUsS4bvqQ6RM84eJcQ4npZIt+RNQXuv8A/UAKhSFejmhG/lXIIQQvc6Jj1sH1QACARrWBxDoVDrb1a4TpQA8Xtj+VAOEVAFysJ0jTJvaqBgcDk6nXqbMRg223HwCY4y3vqilVtU61TaRYbiTj8I5QY9RXPZ3rKAOtbMjyl0Ly3bIfzCRk3Zp712qaUJQJ2E4VkXhuoTvSg+RrD9gduvtcHfSWSc/NUl/qG1APUBcFIZ6OaEbkY/LCetgAMbkVwRJgewUB6FTifJVwQ1PNAIgqESu34IUVUDSQIno1Ejjdapsn1iIiqfWqOWNxFCP/GdfzpJexuG5ZP2gDtMdhF3MEY53IaiTPFII6vCOjVrSHv9wjBtuEqe6qlzedCpQD6BCUaiXE7oBAMVGMjq1h3l/xYFJ6VSMQ2eWjrOklnFgLE+Sk52N8Y4RzhKCOolCXblN+G50sTfKsbF1l2IertzYwDnWqd4fC9QDyL78QlAvR3QDAIqLwenUwcdTMY7jLJ2aQSSSay06FvVKjuPVXL9LPAfFzrJiGGHmu/cWBHUSAOGuAjdGLxDm+rlJDvE9IhGVIdYXR36i4PC6KdjIoiA6FahXOhSEepnTbWQEAQCFBE+3ZHQq5gKoCp0qe0szP/XhSeKiTmg6S8aIHHDKaek6S2lXZaornSQTX5gXJXaWQQll1q2Cs+wXfF5X6CwlWV+ijcTdRc1K8zeb7uHkGeR174dHpwL1AOJfYaiplyO6AQDFBRqwTsWJzvsH6DeoQz2PNJvi6NTZkcK2qiY/6GedZRgDCC9YkTIPKBkYncrJwUEYUA9QQrj3QZIKVM9ApwJKCJRgPyr9LViUupqKTk0PEFYBZA2U53hqegDqAbIGgngqADAoJKZTswWwF1BClFSnAgBZw6XeVBYmuyS+Gj8z58CuLdOdvugPVCtjgbkDzvDi/coMfklXv1ND1r84IEMghG655ZZVq1ZpeqUMZjp0DLLLASUBw9686dTMvx8AICXw1MuTTmWEKa9TJS3iYrQp5qYyKA2qVpOqthpEDy2EjIq7RNLVqbaoLjIgPoJvWPgzCd9VbxQmjnN3l8bhVJ9D+bLFAupUAKAMyKFOBQDKgLzpVHdBmGlLWruF9TQqhkVr2Rg6lSoGF7Nem7L9G12fzk1bt/weV5Dh0zeIChhMuwfpu7KNREuz4KYKbiG6ZIfe4bptikGnAgBDiQHo1K+vPXvj5u4Nz3eue2bpm0+2v7J+obpu7gsPT3/2gQv/cP+5T97zNlAPUEK41BNqwlRNQjdJrDRirWGs9m90awxZuWLpEkOVTiUb1VpQrjhxODUj/F244sHCd9WHYKYgcQA/SSPO4Zo61TVNtwU6FQDIC1D6OvWr9dM3vti9/vnOt2mdesXqCdCpgNIC5WkdVRDalOvUoMdp1caSmCsrO1idShXucEt36bd/U8dT7boF7d/SQwrt3yTism7SScY6h5OjFFvyJ6De1lHlzRTOMqfZ5Twg3xwQEwPQqVc94PxL/fxVD565YuTtT91z8vK7Txg/PfrB2sE/u3n/+360909+uBuoB9QrIUidSoZ5IkM+MWJC9J7uP4V0s01kGO68v6pccV9tiumdHVHaqCs4aE0Z6GO5GVUz3KdimhBPTRiOVVGoRuG70kOExae53Xo7XKejjS53NPcbsA0su5w5CoVfOjtI9U/Ins1PJFKeGfLNB4TEs8tVG3kXwrCXvYywYrl4oInS16nf/fXJzYdnNh2Yfnrv1Mbdk4+NT9R3XFi99fyq0fMjW85br5wH6gH1ekIRqOdyBCl1KtIznnrC00riqTU73TbF7Aoq7/vUj6cyDeQi2hRDPDVRpBBP5TUlFXSIfzjGDZ0O4Zpua8h0auLZ5d5vIHjkCT7CtAVn68dZQr55okgwu1xzI4Ewg6duBvcDmfQjTgCigNLXqbc+e0q4vdvFi0t4brEL1APqxUdBqOfKR6GgjJSeMhPSJTDpsDBdnUqtoPK/w4BowcnlZ2OEaYROFdIZ0Cuo+5nLFhW+qz4ENxhNyc6MxTxcubGBi65T08supwItVugsqbWQoRNNyFlCvnmSSCq7vKc89HBmhKV0sF4yeioZpa9Ta0+fxBi/cKS5ZufsC0ea+84srtk5u2bn7NlLSw+Oz64enwHqAfVioyjUczmCOJ2KJCJVaGoCMjskoFOdmhGOEvXW+zPR0PDMmixwGco2H+Z0asUwXHJBPDVZECwI7nl6bT43WpMc4j8eiYAoMSyM/ETB4XVTsJEFKrBOTSW7XJA/TpzZfz4GzcETDupAvnmCSGo2pJd5E2LgKBx6OjXDDdchhDgPEQClr1OXPeVgjPedWdxyorXvzOLJyaUtJ1qvHm9NzHVeOtbce6YN1APqxUZRqOdyhFScwQvGFNvVBES96FTGvL/Xl57BraurU9kbnv5Q3ySLYIQpiWKd6mdGcooWyNUv+J7PoU6VdIQWbSTuLiohhL/ZdA8nzyCfxEAF1qlpZJfLXR3va93zazpLyDcfNJLKLo+Xh+6CdJCkyglek09n8oFCA6WvU2954jjG+NzMUmOyfW5maarZaUy2T0y0L7W6WxuL33tiAqgH1IuLwlDP5QiKWkeFlEFWNQFRsvFUilyayxZ1ZkKksK2qycfbWJ0aht/CCxaKJ0ApgQqsU9PILheucwyP4jwxX91DtCiSAOSbDwyZBXVEGUKeHqpZJp8eJK0wh9LXqTetP4oxXrNzdtnmqTU7Z7ecaC3bPLVs89SbF9pfW/vO73x1E1APqBcbRaEeL0B53YmIjFWhMTurLYMycBDRBGSNIutUjFPILufyx4VJcpg5G7MGWdFiDvLNB4akssvj5qFT+XMM/PpzTs3Ii049gpl46sX2sQvti/Odg+fae88sAvWAerFRFOq5HFHrVPVbiv2xKBAL5YoBJQTo1HjZ5VjkpQyVsxR5tYiVIpBvPhgklF0eY6P3C8qS3oi3iOT0TOf9f/DYIUzkpzYml1451nrpWPP0dOf5I81nDzeBekC9+CgI9VyOZKhTR0YQAFBI8HQriU5lrJfscvK0dChF6iwx4y+jwkWQbz44JJRdHnMj4/nC/EhuwQd5gwkwAJ36/bUHML3e/6Gdsw+Ozx6faK8am1n5umy9P1APoEQhqOdyBGnrVKEp9udfQzwVUEKgMunUZLPLEwbkmwPiYgA69Yb6PvKfSx280O7OLnQn5zvnZjonp5aAekC9EoLXqYiOffICVChJZTpVdjjoVEAJUXSdCgAUF2nr1O8+27ru6ea1G+e+/utLX147eeWaC1c8cP7T95352xWnPrbc+es7j//5bUeAeoASAnF1qYLXzIvA9HWqQrwC3QAlBOhUAGBYkbZOvXs7vns7vvM1fPsWvOyV7n/Y3Rte6Fz3bOebT3W+snHpS48vXrVOnp8KABQXsnl/TJdTZbZH7qbOBMBKTxes88O4ISwmxTYNymj6gpiFEJs7axH+OX4BB7dNsaPXiAFQJBRTp2aeAgwApAQhe1PSqf/2TMt8cv6bG2a/9tilav3i5x98559Wnv2U9fYnfnnyI3c5H/rpsQ/85DBQD1AS8NRLnHGRJtepjDDldaqkRVyETqWKvgnbFFP1NBJqq0F9ilFxC8a5OtWW1qcD6PyOQokvfLe/jeFoJGoj8VZkRxtNmgyHTgUAyoC0dWq3i7td3O7gZrs73eqem+menOocnejsO7s0/tbSaGNp83F5fioAUFzkTaf6olDS2i2sp1ExLFrLKnQq22pIrFMRuZwxqfZvdMU6N5HdMr2OG7BmMSaIEhZ2lUumF77b58a6ifiaG8KNwTVUDEH/VQ+gUwGAYcUAdOrZS0sP7px1Li6tGpvdcGDePrZw7/aZe7bN/Oq1mbV7WyNjc0A9QAmRM50qiZVGNJFS61TvnGSMky9XTHTfSFKnhl1bkVsGTqiMAXqgygZz5YqF7/a5ka1hXLEcyUbs3SpuvBx0KgBQNAxAp16c77x8rPn2dGfTkeYrx1vbTy4+vr+5bu/8I3vmNx5aeGQP5KcCyohc6dSg+JpcpwYVuKq2KCCKeMHqBlMFSpfSqUGxtoTjqXbdgvZvSWHw7d9iNeDwO2uUWKfaVUTX5BPf3943KOj0Le4Gzo9B3VGF9xHEDwOMAqSGAejU2YXu0Xfa52c7u08v7j7d3n166aXjC88fXXjq8MLTb7Qf278A1AOUELnSqbaJDMMThYpyxT20KRYxiJe57vk1daqA6ZxirprhPhXThHhqX3CsikKnCt/tcyP1wA9eCzcSgjVJnTqVVxP/SBrOMphiUDb+9k8iG2U6ddNAplUzEDLNKkIV0x6lF2ACADERJbYQQrfccsuqVau2bdt26tSpxJ1it4uPT7SXbZ7ad6a9bPOUtWNmw4Hmss1TLlaOzf9iVF3nH6gHGE5oUC8/OtWxanbSbYod6XIlRqfSTTqI87vsVlJbv00xxFP7wODjqZhIbjZqlkmkpdIbSZmro1M11eAQ6VRy3FaxLCYlnJy2iChy4Y9QK5YjHgv6LWroAZ9FV98YfPkPwBDDjR1GLBpIW6d2uni62T18vn1qamnsrcXxt9pjby298ObCM28sbDy0sPHQ4qP7hPFUoB5geKFLvfzoVIzjtCkOj1Lmp/pLs8lcAj4/FTNnY5b/KwjOCNMIncoa6NQYkE24K97tcyN1AXVTfLdUbWFwXZRUjYqrU/3fgI7HmHZDEGshpg45T1hz3GPNmmNxER1y2E0TOxxNwvgP0COEtA+BUtap7SV8dqbz/JHm0QtLTx5sPnek9dLxxfqe+Yd2zT8wPl/fu7ByXJ6fCtQDDDGiqTesOtWpGeHyf9UojheIhkqnigRlxCIttvkwp1MrhuGuo4J4aj8gbuZAVoZTVaJ3+90YQhgl1d/oIrZOzadpO8uK5fDOkl/YKHKouGFbFe+n9U5FJMy5v7rNuls/VQ7qEgN6QLSzJC1xp7jQ7s4sdCfmu29Pd45PdA6e6+w+3dl+aunlE0ubjrafONxet38RqAcoIvKlUx0/7qSnUxnzKOCn2dAz9erZBro0VVh/SpJUQ316VKSWnX0WPAeCCRNW0YJOjQe+wzOZUiXs/9zXxjBQyrSe5jaGUOvU3/3dT69du5a7tyU2MGbGMjV7GcZS0x9CzgicZd1kB6kUUW0z7Pdt2g3HqllW1a0Hxu8MAOhBy1mmt47qN99/ZSSAeoAiIpZOtU1k2onTjzPHMvqNp1LaMZt+VLZVNflKmaxODb//8E8QiiRACYAQ+soH0OU/iLPen1SrkcpVX9oiroOc/p5C9oY12Mx6eIt7DS3CJDnDqpmRzpJaw+ENC0R5GGTCTd0KqhNH1LEDAITIWKfqGFAPUERo61Si1Kc37HIiKBMcYVhOECj1hC5xNv5EKp0KABQXCKE7vvIB9O5/0fRK0TqVDcBKTHBqPfkr/ESNyUdmlWLVtqu+Y6tHOkvqn+45LSoVg31YUeM/mHkE9IZh1akYA/UAQ41046mOZQQHOJYRSlLbDs5Dbg72BJ0KKCEQQnfc8ZXL0eWa/JLq1EjpKT1jHEXLv+X+N9JZkjUy3NlAK5wEiXKWrs8jc8/NOmbTKYKTkFUeZeEfAEAHRdCpQD3AECLteX/bNCzBsdSoK1qnjowgAKCQ4Oj2lcvRuzXZJdapMpEaqTuFR2m+S55N7Sy9QsFU64uqFRbu4p0lVVE8rFfses0wlkMcaNeJNctE3rpXshjiOoBYYAt2CF1m/nUqUA8wbIhBPZ8EveSneiFV2yTUKHUe6h3/EIinAkqIHnUqGc5UiFTh9ogPiKNTg9dC9nprD42qZddMdu0FYpY9ssVpicdTWM4D8eluo5aBkFknKpYTjzkyqQ7y5ABJI22dKiMjUA9QctA6NZyjdywDeYHSKHMsw7CI+X9vi/faNnXiqQBAGYCSmvendlIGWSM+IL5ORYr8VACguMitTgUAig1GpzrECMnW5pdtsrsT0/6maSJfqoabgW6AEgKlsY4qeCE0Zmcdk+0fbAf2AkqINHSqJg2BeoAyA+Wxzn9Em2JvN6PmiPoAcftTGTghiMYc7gyGX6gYcsEBaQGlV5dK+JZif6wMxPKHK5xl5inAAEBKYNg7+HgqKVsRF+DJ/PsBAFICT73EGRdp/ehUIkNGIgjI2u9UPThyn7ppeK2JTbOKUMW0R4W9OQAAXUSNc5Bf51+TJsOhUwGAMiAlnaoOpgL1AIA86VQyOFqxLKa/RliuOHJNod9Nyu/3xpnfO4MOxFp0K7iBNw4ADDPcsH3V1Ktso0mTeDo10uEx+0eeFnQqABAgJZ0ai4ZAPUAJkSed2sCYb1OMTFvUgpiYtedEaM1xjzVrjsUFU8mIl3+4+8+w8Jwi3wAAUEG3AqMmTUKdiujYJ+/ShE5Ox/NpHg7OElByJK5TZWNLZpAZvEawsANQSuRepwali5kWxAjRleCEU/a2YNmLPgAAIABJREFUVfESALxTEbmqbm6AzSpdP0sVysABekA6OpWXp/3o1FjiVRiaVThLmodhqXBqB2qLqOsxZKkD8ofEdSrPPhkHg9dAPUAJkUudSlrFcvyybu4OfhA0ok0xrpuE1qTO4O0f9nsz7YZj1SyrahhBSgBkqQJ6QGrx1HATpxqD7ZG7CQ9U7CB7LXeWjHfknaU3xCS+ox6dJWSpAxKGRnZ5SjpVOP4Ujk6BeoACQo967JAofRPSLSxbZdYDPYqMmk0IR9tEhlWLbFNMs0PW1I1uz2HX3Q5zFjvsBAA0Ea1TXdP1X8m5wiRN5iz9fjZMh3GC1bjhjiANi3aoobOELHXA4BEvuzyNdVTkP7FcsAL1AMVCDOolxTh905j3ZxhXte2qrymj2hQz/3TPaVXJO99m+RyGV2HSH9ArUoin5tAk7JUEbCLGfFFBHchSBwwIuuxNNj8VR2Wfo2idCtQDDDW0qNc/4+JapE4Nb1p/1t4Ndjq4Ea1TqcZvIWFtkzwqOAmZPyOLvAIAOiixTg0CJHJnGQRXqjY7DOWcHGSpAwaNQevUwALBym8h35LpVKAeYMgxlDrVNCvUMMyuejqVkJ60TqVytf05EF+whiNGsr9xnRgNeqSwTS8CDTQBxAQ7wSUkXZF1qm0iw/CIx0/qBYzisr9lQR32WMhSB6SMzHQqUA+oV24Mk071KGZULbtmsnc1qR1JuRnSKvgzvfuciqpSXwgy60QuOKEwyHxWSFEFJI0i61THqtn+pJ5jVRDrpXSdJWSpAzLCsOpUoB5gyJG9Tn3jbPNbGyZvfLFz/abOt59Z+saT7X95vAVl4AAlhEu3y79laXJnmHQqxmHyWT/O0j8PZKkDBoxh1akYA/UAQ41c6NRr11/8/oudf9/UMUGnAkoM0KnEZAeZPy5xlpClDhggyqFTgXqA3CF7nXr4zHz1oVNffuTcF1af+ezIW59c0fjYXccZuo2MIACgkGDo9g9f+f6fffmXmtwZap0qipeEcRQqiUfoLCFLHTAoxMsuz71OBeoBhgUxqJcqsw6fmf/ZC2dePHTpuf3TT++d2rhrct3YBMRTASUEQuh/fOr77/lCznSq4z8qTFtr/36DOpRrZJ0lZKkD8olB6FSPioblBJv8m9SwgHqAcmIgOnVu/a4LzEbQqYASAiF02T/edNlVv9LkjqtTbVNXQPZljmX0q1MBgOJiQDqVJqFteqLVfQeoByghBqNTH9/5DsZ4zc7ZNTtn955eeOFoE+gGKCEQQr//t9979xeWa3IHYXa5ARloUVh4mGEYocp1iDkWTpOKdaroEGAvoITIQqd6Y9QgygrUA5QQg9Cpp2cfHz+PMd5yorXlRKsx2d53ZlFBN3rhoKCths2WreixTbG3m1FzuBwJUZoElYETgmjM4c5g+IWKIRccwAIh9MHPfvePr9bXqRj3EE8lnZ1lhPrSMkKZa5usVBXqVOEhkF0OKAkY9magUw3LfQA4lsHr1My/HwAgJfDUS4Vxvh06PfvY2FmMcWOy3ZhsTzU752aW5DqVEaa8TpW0iIuvU4kMGYmwcFtmED3kBDkzTt00vNbEpllFqGLao8LeHIDiI2p8ghC65dbbP3pNvPX+8ef9ySCoYQk2Mm/577MfIzkEgjqAEiJDnWpYjlCnAgBlwAB06sG3Z9btOIMxXrZ5atnmqVePN9fsmpXRzV8pKGntFi43rBgWrWVDnUoGRyuWxfTXCMsVR64p9JdO+v3eOPN7Z9DXaNGt4PgQLKCAcMPtVTOqvMZtt99x+bVp61TCHMuf93csw1B9sFinig4BZwkoIbLRqci0gzQe0wbqAUqIgejUS2t3nMZYJ54qiZVGrPyLiqf6US5BmJOYtedEqN/u2Kw5FhdMJSNn/uHuP8PCc4p8A0AxEV0G7ie33fGxmDo1nHx3LAMptSazPyZ1apTgFc77Cw8BZwkoIbLQqeE6KqAeoLQYgE498NalR7e9hYn81L2S/NQgNinXqUFcs2qz/TI4fUnp1KB0MdePg64EJ5yyt62KlwDgnYrIVXVzA2xW6fpZqlAGrlRIR6cS0+9agVUq+E/pWnpZlvcW1xom6pCUs8vDL5G7MiSpJd4Q1h5392FKi1OfLhyhMjQm/yi7GlQs9xPbgeFlAcq2LhUybaAeUK+UQOnr1P2nph957STWWO9vm8gwvArBinLF2u3f2GOpA32aRLQpxnWTrUbH1JUL+72ZdsOxapZVNYwgJQCyVEuFaJ166223x9apebN0s8s96kY4IcqPuj3BKS9XZ/fhc4Do8uN0VXPOxXqHVFzv6zpL26rwT5C8IvgrhF+s8F31RuLRRmiO8JcVbhQejqMzu52wyLxwZ93r928JqsNn8AvSDZNYoDzX+Qfq5RdAPfK26Z16qTJr/8mph0cb5JZ2R0w3x6rZSbQpDjli1sOfzLu3w/xUw6pFtimml0/JmrrR40m77naYs9jhK6DwiNapy34Sex1V7izN7PIGxg3s1AyjaiucJTmvYdbDp6dg+WQw90EUGGdzxlXOknncOAG3o5KR84RRyyALszOjZ+G7so1Egn/wgwbfZ7jytG5SeVHuRuHhGpndTs0g+2qyO2tfvx+TE7wITyVVaSjHOhWol1cA9RKjXnq0Mp9sfvfZ1refbl6zYfZrj01/6dGLX3jowmdXnUugTTFzq0vzUxnmVm276hMhqk0x80/3nFZVrInJ8YMnjmFeomyI1qk/vvX2j15zryZ9hkunJpdd7oKdEwmdrm1WDMWsIdNM3H1YW/4Tk6ziIbxO2lkSDK9aglmeYfCXbhq+7B4Vvqs+BAcl/XgCBI9dsn0R9yhkD1cxxzaZt+idta/fsSqh/zbrGNdNfsKLdZ8hUBI6FSGW1PwWoF7wuwP1gHp4IDr17u34F9vxz7bi27bgH7/c/eHm7vXPdxLQqd7f21Dr1HBVk3+gFXaPi9KpVB5OSCg6RB2chCywKou8AoqNaJ16y623f+jr8fpR5c7SzC53u3sjcuJDSCRRbMb/CPYT+bWToqkrWVDHrlv+Q4F5Kg3NSknaAbBTbMJ31YdI5+lC9+N36RT3wOQOVzCHD7TQO+tfPx3LcayK4E8IA0gsInWqXL4hZh9MyFP+BVDP+7uAekA93MDp69RvPTF/3dMt88m5f10/89V10198ZOJzq9/5x5EzejqVMe8b80dZVLdhoU41zQpiWVC1wnQLXqdSxfz9uRRfsNJJNX5gu06UCyCu0GM9hFRLArZymZD4CKGba7f/1dd+qUmfYdKpCWaXh4NFgnhMd3LROo/gu/cIHzEZGjpmuVH7+A8U5tNEv3SuQGWYcY5K+K70EElev+jMpDby95EernCWfOiF2jnO9ROX5DpFP3BIBx7EqwqQXjwV0apU9lbwT0TLVqCeaB+gHlAvRZ161cpj3S7udHF7Cc8vdieb3bMz3cZk3/FUilws3TyqGlXLrjF/OF02lZSbVf7mDwO3iB+WECk33lGEUiHTPyBFFeADIXTTsts/Ush5/6Syy3HoLKlZCYdeOREd1PEpzT6C+UgMszaZXcwROm8I6hA/d0Xwq1HreMhsRXa8zh0ud5aCKEuvQR3qDG6SpXsrkg5SmieH+tapkfsD9YB6QD3+StLWqZ+zDne7eM/pxQfHZ2cXuqvGZl8+3vr1/nkoAwcoIRBC/+Xj3/m/Pn6zJn2iQg4ZWdrZ5Z5zYivXuOXfmFkVkfnZOV6bOJtewcB7OMY7RjhL7tNs1U+eC1AZaZxbEr6rPsT74ejFvEx9aToCx0VxmMy53oM6PVy/P+0YLkPx6raIP84D87srSCt8TfJZxu3IJwJQD6hXTuqlqlP/6Zf7ul184uLSS8ea063upjeaY28tvvhmC3QqoIRACF357dqHzZXyB31Mv5WJpZ1dLixiHOwsyg0PPp0ejgfl4hyiShzrLN2pSeJAsbOsGIa7mGMIgzqktwi8CLUWmHtXdgg5sUvsKSqfSc1beelTgsO5KxT86MokOf3rD64tXKDABXWoVSAUUBLxVCTPRg22+ImhQD2gHlCvgdPXqZ/6+Vi3iy/MdY68056c7+56e3H/2fb2k22GbiMjCAAoJBi6fe/m27/70zWa9BlqncqYdnZ5kIIjzZhhc4EFFvoD0WpZqm4LYlyjxFkGJZFZtzoMzpIsqUh6BaqQEPWuZCPxy5JlUAQ/NHkP0JWGmHNGZ3YTi44lO2tfP+t6+RnqXtf7R92RglVTsn2AekA9oB5PvWS9GGmfuH1rp4tfPtZctnnqwlx32eap9Qfm79sxA/FUQAmBEPrezbf9/P66Jn2GWqf2mF3uPxklKzBQOLeIEO9lxUEd4jKop6dtVU0+IME6yzA8EP4h4gcxIB3IFwInjQTqpyLteX/FgUA9/+cA6mWKPFEvnpeKYx/98UtLHXxupnPwfPvsTGfsrcXdZ9qjDhtPBQDKAITQDTffdud9j2jSZ9h0KgCQDphFxCkhkX5UCp2K04unAgDpID/U68lZadmH/uO5xSV85J32piPN05c6TxxsvnJi8enDkJ8KKCMQQn/+yS98/Opva9InRZ369bVnb9zcveH5znXPLH3zyfZX1i9U18194eHpzz5w4R/uP/fJe97++N2Nj9x57K9uP/KBZQfed9OeP75x53uv3/E/rtv6X7/1KrAXUELo6FQ+gCrbQfFWL/mpAEBxkbZO/fPvP9Fqdy+1uu/Mdd6a6rx5oXPgXGfn6SUF3ehMbkFbDXZ9myAdPJwuEK1NFJbxbwjL/rN1M/jrYVdGcjMlNv1H+TkYfnEPVbQbUDAghL7+re/c9JM7NemTok79av30jS92r3++821ap16xesLTqctPfuTOY3912xsfWHbwfTft+aPvj7/3+h3v/jeBTs08BRgASAkMexPRqSi5ef/Mvx8AICXw1Ivh3mJa5d8f/833X8lDrlMZIcjrVEmLOEE6eIT+oySs2zeYEph1dh+vAxx1lCO8TjbNhkj4MSqu8HV1qk1Xpss3gr9C+MUK31Vv5GqkSDeyCz3JMQC9UfqjU9MXgix83ev3bwmquS5ZW1Bn5lCTPinq1KsecP6lfv6qB89cMfL2p+45efndJ4yfHv1g7eCf3bz/fT/a+yc/3P1HN+78w++NXXb9jnd/Z9t/v27r739ry+9d+8p//ubL/8+/2hDUAZQQkTpVR3oiSTzVfahE0haoBygh0tapcekW0cYirKdRMSxayzLJvk7NMKq2Qqd6md9+ceJAuJAZ4V4ueNCkiqjtz+YWK9u/0XXr3HR2y+9ZNRxrFskKGGRFPNW7so1EW76wIYJwI394WHaNWDTpF9/AstbHZDq4+2sy37z29dPt36gX4amiV2Jo0iRFnfrdX5/cfHhm04Hpp/dObdw9+dj4RH3HhdVbz68aPT+y5bz1yvkVL51bbp/7xeZzd75w7qfPn7tt07lbnz3742fO/ugpeTc5AKC4iNSpAzCgHqCEyJlOlcRKI7J4RTrVBVu3IdS7tlkxFBP2fjCV6FjmBlODMnCMFlHpVCIo65aB4z7NVvx1+QBV2owruCZ8V30IlmhKqsac8vBAEbJ1hQUykSivITqh9vU7ViUsx2HWxZWJNSrbaNIkRZ1667OnhNu7Xby4hOcWu9PN7juznbenO8cvLr1xfmnfmfbOt9vbTi6+enwBnCWghACdCgBkglzp1KB4hVynkn1rI1sHEyE6SWmwiPZv4SfSWkRQG04ZT7XrFrR/4ybEhVPk4caow0ONGN2/gxevvbZ/o8OofnMN+uPkpTxypFNrT5/EGL9wpLlm5+wLR5r7ziyu2Tm7Zufs2UtLD47Prh6fWb51xnz0xL3bZu7bMXPv9pl7ts2seG1m05GF5VsvpZxdLi+LQ7Caa67jQbI9mBNR3OUiqgMAPnKuU4F6gKIiVzrVNpFhuPP+qnLFcdoU+5mLRs3h6sdFtn/DkXkIoSaWG7VPxTSHMp7K1KZgVKPwXekhwgLP3Eb1J/InJKsOi/rMqdq/xbl+YqTk6lE/Zk+nI0d0tNGkSYo6ddlTDsZ435nFLSda+84snpxc2nKi9erx1sRc56Vjzb1n2ne8NHf5j1+7f/PJTUdav943v27vfH3P3AtHF1aPz6WbXS4E9y17T4FwxkT2dAh/b3CWWSPNDPeIvHW+DRL3W0eVjke51qlAPYACRaBeqsxCouxwSTy1ZifbpthXFUSpYHo6Xh1P5TsmED8BN/Gt36YY4qn+z8F9/+FG5eGCnsbew7RmsVP8wgBnr/FU6gxufjPX/k2eouoTV1d/pqhTb3niOMb43MxSY7J9bmZpqtlpTLZPTLQvtbpbG4vfe2Li+5sW/nn1xP/3nRdWvnrafrO16UjrmcOtF99ceGxvM/Xscv7moz0lmUljeyyi83iE+eOyzGXv2kJnKe8eCegZqWa4R+WtU50qxbnwkcsF8qxTgXoAOQpCvVSZpa9T/e8kOZ3KFo2qWHaYWhoZT7VNZFq+jiR/X15cMsI0Qqdynyb/gfIC9dy68N3o6Xi+ezCxUX44N3/FHM4/5SLiqT1cvz/jH5LUNsl+hKp4qpARYu4kykTKblp/FGO8Zufsss1Ta3bObjnRWrZ5atnmqTcvtL+29p3f+eqm/+PK9X/4vfH/9R8e+p8+fJf71rLNU4/vby7bPDWg7HIXwvB7yKi66fGcfTqo6E2QnBi8hs7S9/pZs65IGFiGezhMJJ8vomcNe7ii0XkD51qnAvUAchSFeomzSXGHKukWR6d6C1kaEfP+LJgiqfQ/5e3fHGc01MesTnWfEmzrWk6nVgzDXUc1hPFU8kailjoFIyV+xb3kEDKnQrFRfk5F4SdJWSieKQwvtK8/+NW8fwaSlNCmFMcp5EqnHsFMPPVi+9iF9sX5zsFz7b1nFv/nv7nvPd/d/qVfvv7SsdbzR1vPvtF68mDr2Tdaa/fOp5ldzj77ggbf/O0YzJgYRgWhimEEfcC5b9/zuJJJSeIm5rOFsiZeUTCoDHeSiv7ThFlzIDt8WHUqUA+gQlGolyqzhF5ZT6cyxsRBSb0urJ+qGE8GtJVbKMVEYwk6IZKls1inBlxmFe0w6FRRX2Wy7oGw67JoI9/qWbZRcDhbwIF8ygkfquH373/J7E/P/I6R18+qXj45RLne3zVd7iTKRMp+8NghTOSnNiaXXjnWeulY8/R05/kjzWcPN12desWdO9bunavvnluza271+NzGg837dsymml0eHYwhkoLD124tYq8iMesURY6c+IHJimXEtFdkBWaAPlLPcBefmdRn9I8uUWDDqFOBegAFCkO9lYQlRSjhba6mG8ba8VR+kSJNN9NuYNm4EdE1/FmBK46nEpdBffm2VTX5CB+rU8NfIfxDxBoIkA7ka/CTRnT9VJQHnfr9tQcwvd7/oZ2zD47PHp9orxqbWfn6zP/2mUf+9KY9f3fbtnu2zfzqtZlfbp1ZPnrpsX3Nn28Rr/dPMLuchHBmJOi1YJoImTVvyO7UDG+hoiDJQ1j3mM5YpxZzeFRPv7F1WTCQDHc6JYgYUApKCfKHD6tOBeoBVCgK9dLQqYEJvTKUgQMMGMwQMSVE9qNiBmwR3EmUiZTdUN9H/nOpgxfa3dmF7uR859xM5+TU0v959RN/8ZNDX79n7PVTi1udxZeOLTx3ZOHJQ61f72+lnV3OfKEiZ0k4RW/AJ110HGa8cZMj9HXSi47dna1RmH9MBulnuAsWV9LRC1FlO9KDDqtO9f5YoB5AiKJQL1kqyYKYpJMGnQooIfIST/3us63rnm5eu3Hu67++9OW1k1euuXDFA+c/fd+Zv11x6mPLnb++8/if33bkd7/x4l//9Mi7vvT0H9ww/lv/ZN09eukXo5ce2dP82avy+qkJZZeTEDpLx64Hk4y239iNWJxB7C9oDScLd0NxnFSRZoa7MG+dCuT4C5DFh3NXKEJBdCpQr3QoCPXSo5XrknnHzNBtZAQBAIUEQ7dcxFPv3o7v3o7vfA3fvgUve6X7H3b3hhc61z3b+eZTna9sXPrS44tXrWv+wXe2Xn7X8fd897W/Xzn5G+96zwPjcyOvz9b3NFdsE+enek+0/rPLuSesqqh4sM7Rqhhm3aGdpXACUdb2A5xl6kgvw12ct07dh7RgYs4pSVqnMTw6FagHoFEI6qXEKeT7Y0Q4ZgTxVEBZgXJS5//fnmmZT85/c8Ps1x67VK1f/PyD7/zTyrOfst7+xC9PfuQu50M/PfaBnxz+g3/f/t7vj//et0ffff34b7zrPWv3zj+8a/7Rvc37X5fX+U8iu5w4hH3McTtULTKZg07SlztF/9nKHSj7LAAAD5NOBeoBCoX0dKp775H/xIRgBZ0KKCGC578uiRKnpWvdLu52cbuDm+3udKt7bqZ7cqpzdKKz7+zS+FtLo42lzceXnjnSXn+wXd/XfnDP4m+86z1u/dSRsTl5/VQAoMjItU4FAIqLNHRq4IkZbYp01vsDAMVFXuKp3S4+e2npwZ2zzsWlVWOzGw7M28cW7t0+4y7tX7u3NTI2d9fozJ1bZu59ff6B3Yu/8a73bDzUemx/6+HdzQfGxfVTA0z81u8AAEUCw95sdWrm3wYAkBXS4BQfOgq2KDwdnb0taKvBtSPipy/kFamI1AhJO2JoUwxICzmKp16c77x8rPn2dGfTkeYrx1vbTy4+vr+5bu/8I3vmNx5aeGRP8/7X5+/ZPn//eMvVqesPtB7d23xwV3NkjNWpTEJu5s8yACBZBOwFnQoAZIjB003iyxlhyutUSYu4yOqYXKdiT4+GecDS8hoYN0Cn5gPBCES4clT4rnojV6dFupHtIoaY+zDcGFE/NRfx1NmF7tF32udnO7tPL+4+3d59euml4wvPH1146vDC02+0H9u/8NDu1sh4a+XOhZU7F3/jXe953xeX/ckXf/z/Xv3jP7rqxxBPBZQKDHtBpwIAmWDwdBP6OL/gmiQgGtbTqBgWrWXVCpITqUTrjaASXMUgV56xJ5R/iitQzDqpU+WNWwE9g6iAYVeFJaW5d2Ub/TYNYWxetpE/vG4Gt0G4aNIvvoFlrY8bOFc69fhEe9nmqX1n2ss2T1k7ZjYcaLoZqMs2T60cm//F6Iz7+hdb51ydSh6uqVOzvl0AgL7A3Ml506mZfz8AwGCQM50qiZVGlGeP0qmSZl2+lKybXpENNp4a3UYuLBvnnjzUqWGF46x/4uLAqRl0OQvq6xW+qz4ESzQlVWNOeXjQfYqtiywOqeZFp3a6eLrZPXy+fWpqaeytxfG32mNvLb3w5sIzbyxsPLSw8dDio/sWVu1s3TfWun98AXQqoJwAnQoA5AG50qmiVsCMTiV7xkpirpzscOWmsKMsQlXbjZkZFYQqhuH3tuVDoZ7YleQDUI3miVYdA+rVWQ6k0P5N2D4q3Bh1OHYHOVinf0cD50entpfw2ZnO80eaRy8sPXmw+dyR1kvHF+t75h/aNf/A+Hx978LK8eYvt83d/drcPTtasXSqbSLimdJbdrn/cxo1h6uuhxAx/vAqOBI9VGBoCEgOw6VTk1jY0cAYqAfIHXKlU23T1YsR5Yoj279Fx0GNmhOkpQavjZptVbz/8m04BBq6gTGjR8n8VFK/AhIA0/iUUY3Cd6WHCEPs3Eb1J/In9O4NrkdggLzo1IV2d2ahOzHffXu6c3yic/BcZ/fpzvZTSy+fWNp0tP3E4fa6/YsP7VlctWtx5c7FODq1biK1TtXKLg8ILPV8Tt00kGnVDIRMs4pQxbRHIdUG0Bc4sTVUOjWZhR1APUAGiBrnDEinOu7QzLCckG78xThWzR5cm2KXjlXTRMisWW7vN6dmIKJ9cYhRdwfbZD+ImPRvMOuohC05AL0jhXgqV/qa3qg8XNDT2B/5WGa+depvvv/KWNDUqe4dHzxT2NGhXna5bUYP7/hRrOs4qZFo5vcrYGjgLpKtmsaw6tREFnYA9QADh5h6DAanU02boZv4kganUwk96gXSpOv9w2RTLlRGXye93t/d2RoF2iYD9dy68N3o6fi6KXgy+xvlh3NzaMzh4uBCXnRqn6bOLlfP+4uP4tlLTC+yFuYOI+SzMWyBI49mAwBKsA+I4dGpiS7sAOoBBg1pqpyLjHSqnYBOdWpGOEqMrVMdux7M79umJ+iJdVHE/nYVsdWsZGNOqEuVKoibmVrqFCYHcyvuJYf4D/AwdCrcKD+nosmfMOfVhevpfnB51vVT+zR1drlcp+pnl3vvsuFrpjm1zbpSP1UOsm0APSCeTp3KyHidmujCDqAeYPAYap3KmEcBf8o+YIRap0q1Y6h3/U80zLpD61Th3L28fTHo1JQRDvLpx6YjeVeykbi7IjYKDg8L7pL3YbjqQCFhUYHjqUF2uWTeX3s2JKI8h/u6Yjlh/MaxapZVVa2CBACiMaw6NamFHUA9QEYYap0qj6fy3aeEWYa+CaWDSyuLXCtD81SuR32xwh2olimAkqPIOjXILg+eKb1l7dgmMqyaqXSWwYHhPnbdsipuajCkhAN6wrDq1KQWdgD1ABlh2HQqAFBc5EWnIknnVuF2d/hFblGPMvvUqcFGZVBHFDGi08wBgJiIp1O5sOUgTKhTMU5wYQdQDzB45FOnRlQKBwAKCYTQV+64Y/m/vFuTN1nq1MAR8bsloFMjsssjnCWxA9nO2Mu9gJUcgJ4wvOuoElzYAdQDDB650akIyepSBdcAABQYONt4qiJIQ+7DH8WfSlOnCuIuutnlvLMknWID23ViPTJxZnc5JMR1APHA1rR3XSZJXSzXqbJRn/4Osj35A/V0qijkCdQD5BFi6jEg7vmBGuhUQNmAcz7vT8pWtZztN54anV1OOEti2RpVFczbQjzmvCiRV+s46+cvYOhBUhfH0alC+igIJTyVcId+46lAPcAQgrjnB2qgUwFlA85cp0Y6S6HH5c+jztoh/2AAYHjB3MmROjVSesYippCkUp0KABQ2lK9tAAAgAElEQVQXxD3fu2l6N9KEOjXzbwMASBx96dSVK1euXLmyF1Kqz6uXnyrbE3QqoAyIpVNlIlUzkqpDTww6FVBKROpUnTFe8E9+YCljnEKn8knbgvKlfONivn6qV5idzX9AYe+MoHgq0b4IcsEBiSIX8VTNgI2MyXxQh/wLR0YQieAPZrYDAMMFtU4lyaIQqcLtkWyVvcXo1My/IgAgJUicqC5xGBIJ/4nkI8yAbkJHzglTXqdKWsTROpXIopEICKduGl5rYtOsIlQx7VFh5yoAQAB+SMOtLnCRC51KnVRCTkawyl5g7XgqAFAMuDc2irOOSuECE9SpAEAZQNzzusSJZJnOPjKd6q5WNG1Ja7ewnkbFsGgtS5crjlx3yC+LdDVraPJGrIByw13/WjUNdrDEdVht4LzpVKHuFKpSZsQJOhVQWrg3tr5OZXjEG7OzjgXUy/zbAACygqZ341lJ8iiSkkJPR1yDJFYasYJQMu9PzOyzFraGDz8u7D7l94TLWg8B8gy64hulTUctIxwmEbd31jqVISTiQj4I4qmlgXszZH4ZQwH3xkbx61IJ31LsL2QlaaBTAWWGgjg4Kp4q9GX8Fl8IenTj/VoQ45Tr1CDZtGpjSczVkwveu2QlOGpa3+0Lb7Mq1s9ShTJwADXUOjV8i6BY1vmpmPOCiBt0kvsLR5wIIYVOHVB2OfdLRE1/uOeBnB4P3C+b/SWlAGq8SCLgZHAvOVYlsuE16FRAVoBRpQsZZdSm7914uvEPDdtEhuHO+6vKFUe3f/MDpcr2b2G/N9NuOFbNsqqGgQxrlDs/AMCD1qlkDJ6OxxMUyzqeikVrO4ItQkqTuwX/levUQWWXc78E6NS4ED2ps78qAYSLWzVXvNIpOBg3MB7l3T9rkvk71JNO1XeKOCogBNQrJzJjaNLU44MOsagnd2vR9CGpxzNLRklJPLVmJ9Gm2DaRYdWi2r812NYbdt2yKsioWWzEBwDgwXV6C6piGzXLzKtOTcRkznJg2eU0JBFZ7A9YzTrpLGGxZACJhMr+wnwIM8GFG30QpemFRopUx6r0GU9FytkJ4RbZRs3DgXolRBbcTJ565CG9US/SMSHlMA8lFE8N/tg+dWqwURlPZS4zDK/CpD9AA4qOxHWTuD/Lo1MHl11uib0x+VCsY995h73IUdUOPXrmN1COIHlwZ39hGDckTJPQz64qfJ5jVShnE/9bYupSuXTgXwQm9H/6G/ntQL0SIjtKJkm9fn53pKFTERdAle2g5mlkfqr7xyJNnerUjHCUGFunEjuQcxdeZBqoBIiCVKfaJnXjlUWnDjS7nITnUPm33I9znxrE5KO7P5Tz4CD8QTK/qnjOEjewIAjh3UvRM/7KRz+SzPtjelaR2R65m/BA2Q5AvRIiOzImRj1vB+HgR5t6aq/E00rGo0ieBqanUxnzdKr/VQQqVlOn0rk0dt3mCl7aphfVhpAqQA42zca0qY3M6KgsOnWQ2eUkRE6aOA81AHUPJ50ogIXQhWR6SbGdJb8nMuv0aowGxg3s1AzabaijPkiuU4F61FtAveSQKQeToZ7grZ6op+AF0pCeSBJP9b/eCLr1Ek+l/sYonUokTgRfBZEvTsgO7yuVf70AQEyURacOPLvchcdV22QfAcTMY4N2lr5/BYbLkSe12oezJEq3CGb8i6JTgXoFxrDqVHXVpKR16gDo1k/KEACQc+RVpzru8MywnGCTP3gzLPVx0kXHg8ouDxBmvHFFj+lroBcduztbozD/qEY+1Kq+s5QuKKaWTwX7c87SqwIj/zbyqVMxBuoVFkOiUzXW8jOR+/jUy5ZumdfkAgAGAJw7nermivtmm55oDd/h9nEtAWfZb3Z5+HHBbsyHih6jsNa4F8j8zqAuoL+gjnDG3wXrLKX1VoPvoQg6Fag3VBgSncrBrqqi5j1RL1u6ZS4gAIABAOdbp9omMm2MgyirQw+QyX31nCVjiWaXSyYQw55yogcuOMs+MXC1GpEJTmyUgNap7Lu+swwXfyjno4dHpwL1ioOMdGoy1JO+G596SLnWcAB0y1xAAEoC927P6tNx3nWqYbli1bEMLxsgpXhqQtnl4qeku3/w1CNWmEZW6QPogJNBg3ei0Qj8H8NACtzkY+QfPiQ6FahXHOSWYjIE1FP96PGpl7lOBQBSRX686hDoVDeS2qNOBZQGQ6FWVSK1pz85vzoVUFDkllwD/hIyn/cHANKA0JOCTvVNPO/vD4bdt4J9bJOc+Qf2Alzkil08EhSpOI5ODXNmRMO8fgyoVyrkkFNZfQ9506l8NX5BJgzfuJiPInsNZgUL0cSL1aBNcSGQqDyNSO/uufOiJk2yWUdFb3ONeodh78gIApQZMsv2qshgas8nEbI3Qqc6luHr0/BVQgbUKxVyQqVMwFMvSSL1RDcCjDDldaqkRRxb5UAmSWVyBHTqcEMlT/3cLeoQ4UYe3miH3KhRgkOSFJ4zncoKUII1yuMgqAMQQky/LK4k2Rn/4K/T0ankeI8eDHpLFfsxoF6pkC2J8oO86VS/KJuktVtYT6NiWLSWpcsVx+x5IYnIYj8X3KyTOlXaRg4wcKjkKW74I5CqSVXSEG70QSweEN+DxCHDHE/tw8BZAhTIg1pNXKTiGDrVsJxw7t9TpmxDSW7qQmQWsRAJqFdCZEWfvAHlS6dKYqUR3SskKtOpGW61OP6hadQssRAm9UgdU501Qp0aVjjO+ucrLRS/m2j/OGXg7KpCbqq7ZuhcNuhUQCmgTc7kkUYwFcfUqe6Mfz/xVMug4rLuoUC9UgF0avA95EenitoFMzo1mHKt2lgSc/UEq/cuqTmkcVBPy0o6w3mhWWLen2pfDBgcYsrTALHLFbPRD+ZeEg5+fNPpvKhJk750KtJoedybaThLl37cpAYRrDasOpc/QTJNYuy8CUdasgJ52CmnbhK9c/wfih7+arFakiFEjIndRsymrZ1ZUmjE52q/SEmk4tg61bCcPnQqlz7u/huoVyrqDYYy+QfKk061TWQYXqhSUa44uv2bzwi9NsVCfUycxzszmZ9K6ldA6pA/OjX520dbDX9PcVC/1w7hmjSRykrlN0Ltgwl5yr/ozdSjTJkZ1ii2q8h3KnolFcXOifusimVTxRodZzQ8lqzjaFYNVLGcUcsIrkdlvn/1qc5UiAzvg7ppINOqGQiZZhWhimmPQnoQed+LbtRUPqtXkRqEPaSPdRRr3l+Q7J2WTgXqFZJ6aTMlN9ClXg+uqk+T0K1mJ9Gm2DaRYdU02xQHKsQ2WVYSk/4NZh2VsCUHIFkoHmIxT9Vf+zfFgCQrneq9TatS2VvBPxEtW3s2ubOUfFOBd3Sdpeo71ewTHVQj939FWZNxy/0sMqhD/FMRd2Eb/HguVnA51igvFFzHSV9z9ozKHEmQWYVeg6m+ePJ+d7HEQdrrqGRqlCxMHKScyizY2TtAPu8P1Csk9dIgSP4Qg3qxHVXflkCb4vCoPtoUk8mmMro54fcZHu7ubI0OKQXyDMVjstdz6utUzWe1vz+nU21Tq0O4Jk1616mR+8czd1GIcjGHz5aQeOHIj3aWltsXRxhQMevUgVRQhwpre/sE6xw59tId+WhnaSkHHzzsKjJrjsVFdEhf64eO3H+GbXu4CwMkyu0Qvc/4u3PH3j+l41cUuy4VW+qN6EWsEVilOhd75wHqhduLTr0EqZFfxKFej86rD0tApzo1I1z+36tOJTNq1ONSqEuVMoTOKyGe9hdP1WhTTJwzHzqV+O7ESQKx6GqbhuXYps6iY2fUIeopsLS0qwhVDDqLgqelMDuY9aa0GWaVD6J4fLbZyUfTrBA7qIxKb7cq3iykF5QiHLnrg+0aM8jx40aQISQmg+i27P2Evael0iS3TfHMOIpf519rVX8cA+qVh3qJkCLviEO9ZKnUF93YkD9p3i3nMyW4AzV1KptvI5y7l7cvBp2aChRPqiTOz8ZHTVu2UQI9nUpHEFR/7ODiqUiejRps8W93nYvR0ankskdRfls4+eiT3Cu9QXlQnaCOfzb/KeDHTgjXS14MH9QR/OrytLa6yQ6aGe9esZzwGhyrZllVwwjmJeGpoaJEIszvZ/mUY1WS1anpGVCvPNRL1BHmFLGolyO6acZTKQ5G6VRiliMgiFyPchnbZC64VgI6IBopy9MEQLRikv/o3Lx/5F+dgE5VfHf+N+jtptg/Pmc1dGoY0fHy2FjZ7mUgueSsh4nh7oyk71QigzqyxRyUs/Rpb1ijrLN0WD8azpYKHRv1RPBGOdyzgx4Z23UrkAKQxq5BjH4eBP2u8U86npqeAfXKQ70eiDB8GNJ4KqDQkD8EC01G4s/PZt5fcaC2RehUlYcL/JznLEctw5suDN2bOJlM2SmODOr4rwOHF47UyWw8w5tADONGRKIb9yeQztt3ou4HWVSbMu7AMMYz1DOPmTCkh0dDv4WoqKZzfeenpmlAvfJQT//+H2LEoV5O6AYoKhRP0MyvbcDfQzbz/qLvPa7p5ad6CEqN8PngVTOM4pDuLZhblBRGJv1Q4LH8jYayWVw4A+hXugmcpevnVEGdsCVdg5zQpIf+1CJoupTdEK/kyAqxnhRJVEslHKSgUXJ4VfnUqTSAeo0CUC/yti8KYlAvc7qNjCBA8aCwzK9tYODploxORcpCVDjR/FQqn9e01c4yzB+3uYwZovII7a58P8c+p4RBHX9jENQh/Bl1Nu+zK6G3I5J4ghXBQdFmnYIgxMWQqUV1ovEdkUfvrmgZ8rhOVhA+OJh9EqvqH/58/3975x4fR3Hl+/43PAz4AZgYwsNks48EE3bzye7dfJSbu7mMFZbEMcZxQljCY5K19y5Bt9mQkL0kCziWNlEeBMeESYRjDJqYJDYJJCBwk1gDxtgW4LeNrBkbbEyQJXkkjaTRTN0/uru6qrq6+jE909U9pz6/P0ajnp6e6jpT3zl16hzHiEZFek4F00uM6TkN+ATKs+nJZm6gWIs7vzSL0bn1TEM5VQlz3d9qfOsVfN3gtBpMhjy8LMipOOfciEVDeyFjh6QeZD45a+rSVM4kSjU1a6UXoa6TuFojzk+fgInrJ4Pq4hwnF63E3yN1Kj3ldCUkp7oN07o0MD3qapNrergbIr8SGWR2RaMbcGryJPh6i/zaJJESYj0q788oNqKt0ebBekENFvdrpZGQiuLgTwUlRjB3Mr0B/lRQLQI89dVXYcanRtXAekFRyQ6pwKmg5AkmUaY3Ojs7h6Nobtemh3TbwkuIHYRGeg2q6ccLVzDYzYLOSyWILGlBptcwG7OkwEbRcOWwjVKvy2C8nRlbLKgtF7UAT4N12sqVK9euXetxVooHp0YeAgxqNpGcir936vFGjPXKxqmR3whQnVTXUR0L2U1PEk71VKJCj3jB1eDc4YDPhU5p4PAb5fPEDkIyhaqaTpkVMczrETUic1wBIVtyVqx8Vk0ZpYlVNa0oLaqWc05+HCVpAZ46CG+WdYzdVxLJqSBQg2WH1AZ8DSnycSooqYJplekNyTjVYY6nyxRroopoHsPBqXQW3GrAxvUYFYk56YpdXJ5sbS2z3pv9cozaGTTgZuj4cj/55OsxTpxa5GNYDpm/W1CB3bFAdyNwKghUk5gV/4Z9KynAqaCGCCZXe4d0dna6UF0dmpBT6SoVVhVfi1P1ehN5ri8Tp8hwK/9mHIN3E9o4lS6GaS//5iflhZZW1PZ8xuZMJTHX9NqSmY+5AN3I4eHUIh+6ckkP2zD+FKUrNnvPUwNO9aS4F0gE+RI3LLUBX1JKnTn1wInS/uOlvcfGd785+tqRYl/+VF/+VF9+pG9gZOfA8I7DQzv6T4LpNYNglrV3iHT7qKwKcGmVX6aYqkiMeGGmruXf7AfoRTqIv9vzGJ01dt1fVVuIA0SNDE7QMkZJDrOEB8HQOv5qbI4O02Xb0DRwgo8T+YiVVD4rL3o0k/hyagOiy5nKyC2qapmi1+I6cYsKB7nunarf15ZSZ079yvpC28aT//bEu7c9duKLa49d//CRxWvyi1YfvvZHBz/1/b1Xf3fXP63qA9NrBoU7bhMgheBURVjdhmmuBzgdqf/pbG5k+V/eCLfW/c0ldb2QLw2vXvyp5tlMizbdlgT1srWIaX8qx6CcI0qzKvHVYf8VqqlW1mRVK+Qz7ZlMOpXCIQGN+Mnq/A0F9uIiq1IgKqDm5NRGRpcjK3EjMbPi5I7kL79ERIWDdHnf4+//W8xTdHldOfW2dQP3bK5+s6fyH3+YvuOp8opNk1/+1fjN3adufPTksq4TSx4+9pmfHAXTawY12bzr1fR0M1HcqjB6aXbr457WkVMtZ6oRQsqOcCP4T/9FlyVy/erV4MiywA5NzSLnfVQUp5o/QVOZHMupeRZhReXfEGOtTkXdiJ+pqIC0bAZTeD1zFQvvZuRjOCYCf2rjo8t1yycNT9VjZTI5YqUjxlHhIEZ+E1F5/lLzGl1eV069+ZH+ezZX7+6pfO0P021PlVdsmkw/MX5z96kvrhtc1vXOkoePfWb1ETC9ZpBwrCZMPkxPsZWtwY8VN/R0auLxzjU3EVwaQzlrfpZcJmWs1FtkyY/jdPxZaPYM+cOPLHpMOMnIQNhUC1OmmFyssH0EkpvNW4ArJLMZsshGFKWrz6K/oJujHroxFFWaWBSfmnhObUR0OfleqlYgplijbKNVMDqGUeEgrgJnS3X/jvMcXV5XTv2Xn79x1xP5tsf7V6w9eFtm7xdX77r+B69+umP7p76zrfU72xau3JZauQ1MrxnURDOxH9PTzUSxcariAKkOhi9qzAGew2wUbiU21XKgkmSJrSkrJF4iQjSDDbYllbJszaHUcFpD1poGXSRZ6E+lCr9Zjlja60blH6C+H0K1WUG/RD9oYyzCxChmZTs/sZxqqMHR5UbQj7XkYRhzhjh/TKLCQQLVntVf9JXnczWkTpx6yyOHRkrVofHqybHq4Fj1z6OVE8XK8VOVYyOVo8OVR18YSP/wBTC9xKu55mM/pqebCdE/jrUVBc+LbVDxw6mmLbA5TY3PRTopLVI0EZNFBK4/1XwSWwSBktTZjPdusUCTyKWKf/ulUkaVY2fGJWoE8OPRs5p1ZsNINdX8zqnZbJ2/fZrDHBogQZFt4i4km1MbGF3uyekSg6hwkKtCLD3l+C0oAafe3LUfIbTr+NRjO0cf2zl6ojitP6hW0fqdo/++fmDp6gNgeolXU03MvjZ26GaiCONTkZuTVWyDnjhVMNPjGlFMDANewbA+rMcwG/xac4mfWn/gOHE16yItA9RUDr8yX4CG3VFe1QJ1tUaIraIw4enk106gEFVBH0Q+RJtQSsI5tVHR5ciaUB0D4My3kzQqHORd9aiPKvhOjIpTb8rssT9ZraLpCpooV7tyQ3c8OQaml3g11wztx5+qOMen2p9xGsXMweImWxq4hEnQ85FfWzNLSTCnNjS6nPlFq6WZ+DzikuSKCgf5VYjOVLu44zSy+NSHdyObP3X9ztFyBa3bMXrnr99x4lQwvSQJ90jkV9II+dnYoZuJ4i0vFfdfguMRzxELnFoPCb6oIr82EEo2p9JqQHS5dWZ9EROXmDPWOGSKCgcFU10hFcvjN6ZSZ069Yc1rCKEjQ9O9AxO9AxPDpUrvwMSWwxOTZaS9Ubr36XdF/lRLYHrxVpPN2T42duhmokTHqV1dCiiwBC3yawPZzS3hnFr/6HJDtm3O1GQpQ1Q4qEY1AFIN5dtdabXenLrswZ0IoeFSpTBULgyVJ8rVwlD58GC5NFXdd6Lc2TPoyqlgeglQk3Gqj40dupl451QHi3Y83v4Y/Km1S4CnkV8biKtEc2oDo8uJjcbUUhER5V2IMCocFIoa40xlJPhKVerMqUsfeAUh1DswsWrz8KrNw4Whsv5gdLK6avPwVx5/25FTwfQSJHLIgXCfMJyq0L5PxQag9mecnhS8HDi1llsm+C4FySwlyZwKAoWnSCCVFPcbtq6cet0PtiLCn1oqVw8Plt94t1ycqO45PvU9D/5UUNwFc7lTtzB5qfBj5gFu3jlVAK+ymZv8qTAATxMg4FQQyJOihVQs7hdunTj1s505RMSnDpUqf+yf0N4ojZQqzx4o3b3xxO0bR8H0ki2Y1J26hbvuj+h0qszzrodxX0g2z+HgtjAVopSGkV6DavrxwhUMfrRMWlFaVNWq5eZn+yPeMWmuhJBFN2q+QYCniVEyOTXyEGBQwkQ6U6O9Emy3vO/fkNun/3sLIvb7Hx+ZfnTn6Lodo0PjlbWvFG/PHrt9YxFML9nCLfIriVz2iTN0i3NtzuXfRM0Ks8HV4NzhwDEc3Iz2JqAW51UlS2ZYVVV5MTP5rJoyShOralpRWlQtx69K5RNoAE/jJqsmi9MegGRyKggUoiJf8XdSvWn1mlUa+We5gsanqiMTlXdHK8dGKj/WTsK6f+IF07xTt0jGqQ5zPF2mWBNVVvOY599Il4FzZehwqepFhjO5vMXNZr03Hjfb2VpnVvq9fI9S3vdh9KMF5KxcJsXZWctIAU4FgcSSE1IRkWyc9+0cQmtd+Rwy/anrd46+NTK9bsfo2u3FE8XKF35a+OCdL305Owyml2zBfO/ULfJxqrUcb6XLoDlVr1uRJ2IACE7MUi90KP9GvpeqFQi6NdJ0WCm91PZ8xuZMJVf2zd2WRDkrKymHl9V/wNPYSw//MP50SVcMnAoC8SWtMxXZ9vuHDqxX3/sMQujI0PSWwxN/Ojzxzmhl86FSz8HS8VOVrm2jd20a+upvp8D0ki2Y+J26RR5ONWRVgEur/DLFVEVixKt06lr+zTqASrVhLd2mMsT5My0pK8mx6V4lYwO0dsbfakapitLAAZ4mR37KvyWVU0VJwnF3kJkazd2LbDEbQpD3u4lUZ0ilKs4HkMLb7+/w9R2kffJbTyOEhkuV/Mny4cHyyfHK3rfLrx+bOjo8vf3o1OaDU7dvGATTS7YSSgDhmF5oE5jn5sypZGliXmipte5vZmozQJOCV1d/KkIe/Z1UD9vTAmiqVe9N1Qr5THsmk06lcEgAZ/0X8DR5ymda6sKpw7I2H72DMziaXeM2WboF7jRrYsXEKyik0gPGMdAqhMly5cqVa9eu3bp169GjRylDDYNWP/Gfv9UflCvVUrlanKgOjlWOn6oUhqYP/Xl6z9vll/LTYHoJVgw5oHGmJxenWs5UK4SUOsAI/tPtK0vkDNarwREVN9xszTRbx9hT8+1obuagLW3sWjaD6Zm4eIH1Rz3YQDXLpz/VIw0mjFPJHYstRGZywhukZps8y3fTqgZnqmOcDa06cqreHL7cvbaP370p17e/t2//H3fs37x937Mv73v6pb2bcnt/tWVv9wt7H31+T1fPbjC9BCuGQNA405OHU0VwiU3J4NRcJqWk1LTuxTTW/fn+UUE+KWyteI2eXQahIgr0YzJUEVrbNVvuVf2x4NNEPcZA4YkqTewen+qRBmPGqfw8F8GcOmb1RVuTOssxKJhqW/GXhVP15vBd795+/ty+jq6NYoHpJVgxJAPpODWPf5CpmkcYFTQnc6M/Gs86tLS5K193oLZk8thI8a9BUbiOYkWaWmfW4wfydJliRBV+s5y7tLcMWzoVYCB4+6iHFqgeIgyWYlZKil9OlbM1ZrJkutKYO8HZk0TVFpbKmyxttePJydLyLtBBYMZzGv+NGCtwneS4tlOniRNMLwEiBkn0F+NNjTM9T5yaz6RMPrUe1cHcdJmfhdqfZE/6g+0OGylpiWRPOnGDLcMAxalmglWzJ/kFArIacV8Ek3vUIwpUZwmKbJtSTE4VjJMwZ7U6NeFkyW/UZKkoipomfoZaPyut1BvEbsdUJof4tcJBSVDN26foyC19/VolGMvyNJguCnY+yKqW0Tr6fpRAdVPDtWswvQSLGB7RX4w3NdT0XK1DU5VUJq8/zmdSBKdqaiBq5ZubYKbHvwyZ5JQ4NZVlR57ypxJ7/KmfBNjejU1aZjiBzU5zRGissIGBg0wpZgZGj2aiILr+m+srfZzaVkHO+5H+nDrsAX6cOmTxDz+JiEFxURh7/PmLj2RKlzwqELOgDme8WQR/advOhoJyKrYae/N1Br2B6SVYxMCI/mK8qaGm52odmprK5K21f4NMWUbDKCtq+ik8rPvHQNwvn7iNNFDjpATIS6UIOVUwBMUzovi04nf0P1niNMVeFh/1P9sdfwHCL78EKYxEVLbJksxubblwaG8NuUbmHKlDSqmBUwXW6usMYHpJVTzRoaGm58qXOqfqK/61+FMzKQNmY82pQh6I/vJA0koJi1Nd0dPxjG5NcDB+C9+TJbEkoU+WmrVRg950nGrP27ZDWnXqPFfOAMVCISVMZSdLc7dBgY76wouP7caUaRXnsGCOXLhkpNCcetVDKJi4dufxtWB6SVU8GaKhpueZU1OZfA2cSrySMbeuLkV+CVrk1waSVnZzq5VTFQdIdeVO7qs8/pc8m9Nk6Vj4mNjP4erU0VSFOUme3S8Z+bczKASFl9Xfvvho1Wsh8rNgp44VGWa9irP5g1VYnFoLsILpJVXJ4NS6mp5HTkVE8Kb1nzA4VWYJ8DTyawPFSwE5FTOiE3oKnnd5Az+cih87W69zbLi14ZEJgLMtPubbU+ZsaotzAiVH0tZHdVLonOqdVhFy4VQwvbgLqELcOd441ZFGdScr0oNXUxnxefDB8nOqg83DQAIFlxJ6fCpyc7K6vIF/TlWSEl0OilB1LpFaF9WJU73QKnLnVFC8BXgh7pzOzk73LVBWXipy67/5H6N5cKyaR0trboCnoPopfE4l8dFh1FIHe2lOx+PnpbVeUCwUR0hF9eFUuznbG3BqMwg4Q9w5fvP8e9rV79YczE2Un99PumJSTsVO+YOEN2tHf5tAciicshoh+1MF/xIcj4SOWPvLBZwaeQgwKF7CkBr5lbiKa7318KeSMCr49Qiml1ThFvmVSCK76Qnmsjo1f138KdEAACAASURBVD8Lg5XVEDQzSgfwFIRQgR0wjhFZwKkIIfCngmpQTJ2pqG6cym1CYI2+K0DhCm6ua//EilMJnki1EEUBCEesXhMhJcr1BngKotXQMsX14lSHAe14vOtpgVNB4Sq+kIrC41SyEwbnzbf7U72ErkbeG6AQBbfVtX+k4tRwyxRbBTXcWuQ3AhSppOdUhfZ92smSy5peANTjy4FTQbUrvpCK6sapAvsnERbmrQQLbqhr/ySYU/FrAU9BQvE4lZPWzeJUK20Ldttbxzsib0BOteNpLZzqC15pazGakFOzqqJQqZ4d0y5mVQUq3DSRYu1MRXX2pyLEd6ni5sG3CqYXVwGRuPaPfJzKb3Q2YkVR0+ax1Lq/qhVc41Mj73aQZKIHjB46ohK/hYyvdFxWw17sLatak4Kj21Wpcd0f0elUmeddD+O+UHCA02Oe9bqFhCv2sF/erkl67qR/DdiOh8yO8ZH0kErkJ69znn87pyKESFoVPNZNz83SwPRiJtyvkV9JFPJqer6Hfc3Nf5li8gCRP1X0rmBcIL746/62XNcYQHXLIgaqzW3Pdani/7oBqgmHHo9rcGuYP9VlslQUwVcbSCrJDam5TMp0hGhppxGr1HMfFYOkCLHHkJyKr4fbwPRiJ2JiiP5iGisfpifPTOfMqVYZWO66v5PN8huseIAo2ThVSyuYNTV7+bcCQuZCv/4vjoeVIyWAP1XCVkt8qihmnGOW5A8C5seBOXeCMUsvuSGVrDZeEMSqK2Fzqt7sbIp4q/92TiUvzN7sh4HpySnBLUu+/JiePDOdI6fqTKBmkcmpmtseKfLzWtWP8+0pt1yqoOYTayD5TAvlE2Q4VWs3aNWyMut3FBkzwCjRnErE53Ia9cvSboFODh7BZInfEcqOSy3pV/wLSEuTY09T+bm4Q+dUJ5cq8wz5GEwveWpqTvVjerLMdCRQ2j+OubIviGHV77WmKsxJ8Gld4wpATSn7DzkiZiZj96da0ZjWqzj7rlglmlNN2cyPjAQIdbLkPAOSTrJDKhWBXkBRcKp3eTA9TgPTk1nNzKm+TE+mmc55P0aqXYCn1H7/fHvKnBZtIYYgUGRqYk41v4zCW3ykAy9AUkp+SEUoen9qqJzaksnzIwHA9OQUvgmRX0kEiqc/VXwf7S36fgaBPKspOZUI2fEv9yA5h3LJoOgVgxV/XVR0eePiU+vHqfiCa5g1wfQapKamGT+mV9dJ7cDbpX3Hx/e8NbbrzdHXjhT78qf68qe8cCrgKShhaipOJVdGrLmTiC4nA3H4FeTcNx2DR0dixQNSUYGaIJ13ROojTudURVEk5lTW9LiTKJieJGpurPFqevXm1OXdb371NydX/PLPt6x/+4ZH3lry0yOL1+QZc+vqUrAEjTwMBIqF7OYWJqfmiUDZmszUT/O57k8Ih5nn21P6AzOxAjd4TjxZgjtHZsUHUgsIkdHljjGXStz8qZQcCt6A6UWu5uZUH6ZX10ltRfbYPc9X7+6p3Pn76a/+rrx842T6iTG7uQnwNPqeBIHCUNicms+kTD61HtW/BZ4siW2MOI0Cjl6FGjnJUWxW/P2oEZz6BDqKEELo8SesJ1/UrW6oJk7FpsenVTC9iASU47GX6s2p//r4W/c8X/3Gs5X/+P30Hb8rL984edsGi1MBT0HNo5A5VVOVVCavP85nUgSnamo9qbWW/KmgZlDyIBU1jFMHqGfuH0BH+9BVD6Gb+tCLz4dmejDjSiLofI+9VG9OTf+i/2sb8l997I1/feTALQ/v+cKDr1/3/T7AU1ATKnROTWXy1tq/QaZschqMsqJmBbSlMvSTqkYsAervAJwKEiiRkIpoTlXqFJ9q49QXEbr/IfT4EEIIHe0L2fRgAo5c0O0ee6nenLryqTeHS9Wh8erJsao3PA2z8iIIJI/qwqn6in8t/tRMivLLki81UBWfNZVBNk6NPAQYJI/IFf/IL6Z2ca23kf7UF4fQVc8jNIBu6uNwalgfk9si7/xmEPS2k+ym53lCC9JWPX3EG546Z07Fjd0NxtuGSGOry7ZF2LMICk1EaYDG5Pk3OTWVydfAqfQrEULk30zYq/6O4E8FOSmpzlQUKace7eNzaugfUDhDg+rY55FficyqK6cKgFNobmH6U93TazhTBQjkWblMytwFq6WdRmxdONVa6LeIMkROpcIGgFNBAiUYUlFUnIrQ/Xgr1UAjTA9otZGCHvbYS6FzqgBPnztY2nV86rGdo7WYW3hlNUxshcgBUI3Kt6esceWeKdyrKYn/LaBRzJf5TIoMORUfbLyAWfcn8Ze37g8CoYTu8ScVCafifVS6GmZ6QKsN7ufIr0RmhcipAjxFCO06PtU7MPH68akjQ9O9AxN8c7MSafFaPSqEG+8IZYpBtcln5UWvNuWyBcoKJiW3/pv/MX+7aa7vkydDbqjzZFKqSixC6OcCTgUxSjykosjzUiF0fwM5FX9koNUGdG/kVyK5audUMZ4ihP7rNwcRQieK04Wh8oni9HCpUjhZDlIhvB6cynkGBPKtfKalLpzqegQmTE+7+v03NiYAIQScCrIp8ZCK4pDnv66fHYC1fr0a+ZVIrsCc6oqnuH3r1/sRQo/1ja7aPLx+52jvwMSqzcNBONXkgPDW/U1/KuymAtWoOvlTA1hmiM3JJwucCiLVDM5U1NycinsAaLUe/Rn5lUguv5zqHU9x+38b9iLSnzpeOTzo05+q02TAKFL3+FQoAgeqVVRp4kbFp0bVgFNBWE0CqSgkTkXI/RlpORX3A9BquD0Z+ZVILo+cGgBPcfvmL3cjIj41f3L6j/0lb5xKZqqysFVTFSXVrmVa9CfNgnC5TIrDsu77/cGZCgpBBJtSzEoJOBWUNDUJpCIPnCpozDEkntofSM6puDeAVsPqw8ivRHKJObUWPMXtG92vI4SeO1R6bOfocwdLrx2benSHy35/QZlipKUV3QOab0/pD7S0oiiqxo9bFXMqeFJBocnaBegY7gycCkqUmseZijz7UxHiP3b6EyGvkCoVp+I+EdCqACCgQfPSSNNjpiHhq3y3u9b34cdVhKam0dhUNTCnmt7TgpFaNdWet6JXoTwVSGopwKmgxKipIBWFwakeIwFixKlk50CDFnojTU+ffYQHB29fe3QHMv2pzx4Y73tzcp2bPxUESqQUv5wqZwPrBaFmWvHXxVhBMH+q3pyCBOLLqdwuggatxobHVWdnp/MxIbQ7f7ENIbTr+NSWwxOvvjX5xrvl5w+5xKeCQImUYnKqdyuVsYH1gnQ1G6fW7k9FztGo+Jn7BxBC6MXn48epuKO4tAHi9lLkVyKh7Jxa78nx/z6yFSF0ojg9MFh+c7h8bGR6z9tTjLl1dSkgUCLFWB+s+4NAsZSYU12bnVOdjomvP5XpLkAxL/0T+ZVIKDunYn9qmDMZ0e742YsIoWoVTU1Xx8vVUxPVd0crMTI3ECgsAaeCwhlG0Py2ULq99n1UehP7U5PBqQhQDDonpM5Rwqub6tRu+v6zub79vX37X9i+//nt+555ed9TL+2Nl7mBQKFIAU4FBR460EJswW5BuOv+9gacCgKhKDj1oad2dHRtZBQvcwOBQpECnAryO2Kg1bX5uheunIqEiaiaJD7VPnojvxJQvMSMHKX+nAozHQikS5GEUw+cKO0/Xtp7bHz3m6OvHSn25U/15U/15Uf6BkZ2DgzvODy0o//k9jcGX3nj3VcO/XnbwXdePnDi5QNvb91//KV9x17c+xZYbwMGSlh0BfLSpR7PEAqnIlj3B4GEAk4FgaKSLJz6lfWFto0n/+2Jd2977MQX1x67/uEji9fkF60+fO2PDn7q+3uv/u6uf1rV9/H7XvnHb7340W9u+du7tAVqz4fu+P1f/Z/f/sXyjZd9+Qmw3nqPEgDTxvewaye7cirygJ7IwZ+qN+BUEAgBp4JA0UkWTr1t3cA9m6vf7Kn8xx+m73iqvGLT5Jd/NX5z96kbHz25rOvEkoePfeYnR6/50eGrv3fwE+17P3bf6x+9Z+ff3r3tyrte+qDa+5d3/BGst37jA/A02g4X9LkXf2q9FS/Tg2EMCibgVBAoKsnCqTc/0n/P5urdPZWv/WG67anyik2T6SfGb+4+9cV1g8u63lny8LHPrD7yqR8evrrz4Cfa92FOXXDXS38DnFrPwQGEKkPPO3U+w6l1sk1xi5fpwWAGBZMrp8LPQhCoTpKFU//l52/c9US+7fH+FWsP3pbZ+8XVu67/wauf7tj+qe9sa/3OtoUrt6VWbrv6/m3/+/5tn7xv2yfv2/ZP9277X/e+/Il7X/6f//Xyx//rZZ/Wiwsc088oiqpFf0skEUBq5HK9BTHk1IhND8YzKJiAU0GgqCQLp97yyKGRUnVovHpyrDo4Vv3zaOVEsXL8VOXYSOXocOXRFwbSP3zh1h+8cMv3tdXP9G8tTG0ZmNrcP/nsocmn909s3DPBtV5Npab5VCZn/ouZLI2ZkmnNzKxAqJIoppwqrenBqAYFU+M5lXtO4FRQE0oWTr25az9CaNfxqcd2jj62c/REcVp/UK2i9TtH/339wNLVBz727W3n3/D4de3az14uPvxy8adbixt3j6/bMfZg7hTfevPtKX1G1NKKoqhqmp0PU+35fHuKmRr1ZyiXT9MJpnN5JEBVaTlVWtODgQ0KJuBUECgqycKpN2X22J+sVtF0BU2Uq125oTueHLv2wcKFtz6p/rR374nyq2+VXzk69WJ+SuuffOYA35+az7Tovpx8pkVRWjJ5/C/LqcM4fmyNfFWzSABGoEgUO06V1vRgYIOCqTGcKmjAqaCmlSyc+i8P70Y2f+r6naPlClq3Y/TOX79zx5Nj164uXHjrk9e1v/Dw1uJDW4trXio+8fp41yujD/Q6+FONubAllTL9N4arhlx8zKrWuqS+CpnW9Jdr6Sbn1MivBKQrdpyKZDU9GNugYAJ/KggUlWTh1BvWvIYQOjI03Tsw0TswMVyq9A5MbDk8MVlG2hule59+944nx/55deHCW5+88ft/+tWu8V++Ntb96tiTeye6Xx3/+SujjtZrri2arh19XmQnS/CnMmMC5nLZxL0pMnOqnKYHYztu6i21zi/2RH4ZfE59hGgh4qm9AaeCmlmycOqyB3cihIZLlcJQuTBUnihXC0Plw4Pl0lR134lyZ88gXvdPP7DluUMTzxyY+N2+iaf3T/xmd+nxvnGB9erLi3oMnO7jyeTZTcfGPKqmU6aDR39GUbOR36FIxgTM5bIpfpwqpenVf2wzXNVdnBc2ZvUsH5y3fNL2piNrekN7i/6OkXkLS/3MR+guWk8y6i7Osy5ges3CwdaO6fCvxFXdReZ9e5YPtnU73x0fahingj8VBGIkC6cufeAVhFDvwMSqzcOrNg8Xhsr6g9HJ6qrNw195/G3Mqa33afq/Vm0efmT76I9zp1ZtHnZ16phLillVaVG1LBMkl8rkjKXGjLXhI5XJoXyuCXdTAadKqPhxqpSm53dsT7bNH5znQSQM9XeMWNDmwqnTaxZ6OT/JoJNt9Nvp6lk+yOO5yTb87r2lVue3oPFues1C4i1MPO3vne5ZPsj9ODQ6izi1Zzn91vqZO0acPm/PcvupeJ1mvPtkG8PrJMH3llo5d8rT/W3t4HIqaQh1DU7FbwGcCmpCycKp1/1gKyL8qaVy9fBg+Y13y8WJ6p7jU9/T/amrCxfe+uStP9ry7MGJp/ZPbNpTenJv6Zevl9btHBMGyaU1LU17aHibOdSs4chRFEXNmu6f6O9QJGMCOFU2xY5T5TS9AJzq6qekqU5Xd1Enp/6OEZ/+VN7ZmDMbPCpkaJ3beqd7SGjmEqSdpJlnaDdqf8cI681l0Zl9l/6OEfwnxZ2YgMlzUr5h+2ccWdPLdhH1cuOc7j8ARJ1Mnnm+juYN4FS7M9V+WuBUUBNKFk79bGcOEfGpQ6XKH/sntDdKI6XKswdKd288cfvG0WtXFy68ZePnO57vfnVs/c6xX2wf++Vr42t3jD201SE+Vc+JoxX02VHNYA9NVrXPnYbjB8+jRvBcE2ZRBU6VUDHjVFlNr3ZOtT8jIkvhsrVHZyrp8iTfy5GhGZSkr4FiSsr1S1wVxbKC5X7+Z6TP0F0k/bX+/KnmW9NeVSGnFqbXLLR1S4DoC9P9bL5vIzkVn408LQJ/KqhZJQunfvq/tyBiv//xkelHd46u2zE6NF5Z+0rx9uyx2zcW//nBwrybf7PovmfXvFRc/eKpB3OnfrFj7KGtoz/Ywt/vr6lkgvECQsb0qRCzoOHUUbPWv6zguayqpFWt6UJUgVMlVLw4VVrTqy+nel9HtrkkOWfjiOC2ecuLHjmV96H0l/MW8c1IUxYoWeEXTrbxwgaMZ3pLrfR/fflT8cF+OJUjTkSvSPj3A9k5DeNU5myIdqwCp4KaULJw6jWrNPLPcgWNT1VHJirvjlaOjVR+rJ3U1/3n3bLpKw/8qXdg8rlDk7/fP7Fpz8QvXy+t7yuB9YY7JsLnVHLa87LiVh+FucPD+ZxuS7e9pVbvW0NEN0VaTpVWwThV4PjkLEOT4oaNUtgkDBulodZ8I2MzkNu6v3VmkrfoV/FW8FkPq06TDl5VHc35nKpfgAsgWtzPBr/ygJXqB/IaOO8ivmuOl6R/U9m+JRrAqfg8iGZTBPv9Qc0tWTi1deVzyPSnrt85+tbI9Lodo2u3F08UK1/4aeGDd7705ezwP69+89J/e/7Max746xtX/zh36oHeU12vjP3kxWLnnxzzp4KCjYlgnCpax+RP5N1Fzyue7m/hOgMJOdV+5mKP8+VZJ+FstRZzquV/cnRZcSZd4NRIxnaN6/7c8UY/ye5AF0CYhZht3dwr4YmFWnsoqnVOrpvWuAAup7KL48QHXDhiH8k+/M30N4Y3TmU+o5Oxu/Sbg/O1wev+zAnxMz7NjU2vgSNtmjCeDRRfycKpV9/7DELoyND0lsMTfzo88c5oZfOhUs/B0vFTla5to3dtGvrqb6eWrRtb8PUdH7vzyQeef+uR7aM/2za6bsd4ZtvYgy8W4zVZSq7Q/KlsUpgCQoXJNnK2s8WN2bb3MpON2CHqOnN79KdOr1nIzFVeYwHxy/2AS+CbApwaSjcKZLvvdLSly+02fsMwEZN2TvXoTzUvgNjb3rbcifzIbf78Hfq2cajbJvuRjSN5nKojHddmeS5Je99aDmle/CjfYdzaMSnyp1qftwZ/asScKpBTmA3ZiJAbhlNxODjVgFlBkksWTv3kt55GCA2XKvmT5cOD5ZPjlb1vl18/NnV0eHr70anNB6du3zD4jWeqf3fHpsdefmfTnvHsa+Pr+8Yf7Rv/+StjD2113O8PCjYmgnIqk7+QxdDpNQvpZdBAnOrTn0qewXrM2+Ci84QdUgVbSXRG8bi52B7JV+NNAU4NpRsFYqBNHz+ltvlsGiYup1qL/tQ4D+xPZQ42OLW1YxrnnzJ+GZJvR7xEFHJqfRzORzbOyZqA8ZvT7ux0gFSGOxkwZanUvz+V+bzx9af65VSE673p+xdVKxbcRNf2vJknzqJS/RnK2woCyShZOPUT//lb/UG5Ui2Vq8WJ6uBY5fipSmFo+tCfp/e8XX4pP31156HnD5W0/sk/HJzYtGdiw67S46+W1u4Y/9k2UZ5/UIAxEZBT+3tLfGeM/l97jp4G+FOdEMG2wwM/SczHDgBKJsHhhDTwwYXwLvO2JAe5KcCpflULp5K/sibbrHHiwKl0tk5i8NNZnPz4U6kg745S6/zimg4fnMqMRgc7oo0Iv9x51791KiKKwGv+1PnFHmH+VKvnaSsGfyohXO8tn2mhc7rx0sDxW5MmYQTFQrJw6sfv3pTr29/bt/+PO/Zv3r7v2Zf3Pf3S3k25vb/asrf7hb2PPr+nq2d35tnda36/+4Hf7ep8clf7xl33//r1b294/T+zr33j8dfiNVlKrhr8qQUbeuI9Q9ySOfWPTxVkIOfntrRxLYMgxKRoXIxHTqUuCfZRRaOgnGoMVPuGpGKP888S5i4bEGnLNu9r8FjqLs5bWOpxjPgMh1Mt86E4lUJt/VQ6gLZ1I96PSSomm05ZZXIqP3+q9RHaljv+MAB/qlnvLZUyXaeGl5QtU2yGBOgBAHoBjoJRaAM4FSSrZOHUnz+3r6NrY2DFa7KUXLVxKjWLWI95saoB/Kk+xc55zNmIhXiOW4vayo0vzJoUu4vz5o+0cqjCLbUQ34fkhOaCmwKc6leBOLWb53q3brTDjxknGKLGpNcUqvbhpI/Dfu/+VDfHrfkBCYwjL5XlVEHJKD6nMnbE2oIzp5rgiK0V/Kkcmcv6pldVR1KWU8GfCoqjZOHUGpvwVyZTK5w2V+foHOO1zRe+UyOnkvJQXMcjp3pZHrVNui4ZyHkuVWLvsJhTWUZxDv4jJkXdLcfP1CMm8thxqpymF9Sf6muQ86NBrBHuWknVJakZAa9eOZVX+N7Nn0oHapOcSvto+fuomL1fVPIpP+v+5GcxziOom1q7P3WyjW+h0XDqE+goQgihx59w41TTaojkxC2ZPLvf30BYNZ0yfatGKTi16dKEg2Kk5HMquZnRFr7DLnmw+cm1NHCqR/krrmPMxLagNxffDHW86wqpvRK6beqyRakaGGrMdgJOnWyzaJV75fgajElR97G12jdpOV2b+02RnFMlNL0AnOrP30ksfzuZhqAoqPinV8kKiiUy5Ltwqhlaw1iKK6faeJq6WsfU/diIHDjSnz/VRvw9y4X7/fUTCn8ncEXTM/dXRGScOuDPn2qu5mdVpUXVskx8aiqTM+wuY+21SmVyKJ9rtmkOFCM1E6dqacOG8RJJqiWVyaF8e8qM1AFOReH5Uyfb5o+0LhxsXTjihF8e8ynSExvNBx3c9Xrz5LyMUXbHEjkz4eVUXCUch9xZNYd4e73dOJWY/puPU6Uxvfr6U918pWHJ2odncqr5L+xtJbde8cabC6d286NauXI+VY2y/85kO1wXsQZCVcny+NPCmyTnVE1VFCWt6aXdmLrEzD4qNWv4UBVFUbOm57XugxYECqwm4lTzcVY1zDKXSVmrJKpG5pYz7RY4NaCszJFG/nDHxD30JBrEn8pfkeTuqeexoH1fNgdDabdoEE51/Miia3O5KXHhVHlML6zfYKBmk9Scqqej0gqGZWVyRP1hG7YaPleMsEY0DmRRBUmr5uHUXCaV1lABaWlst/i/+UwLnjXBn1rrXE4EfdKuJl6RRrewORun8pwi5qtcIwHcd2VxMdTw+y6fdDqAd+X4MzY9p0pkesCpoGCSmVNZ20EGuSoEgFrx4vhfln1lVSWtahCiCpJUvjm1/bsPSigPk2VWVdIaKuQzLURuDsN5gw8DTkU15vmn9wnR4EjX8uGmheJyKnUGfnyqGQLoXkzcF6fi68S7NxxrZkbEqddcu/iGG29tU7/57fu+B6ZXz7ENamrZOfWaaxdLwqkgULKFOdXjrBRrf2pLJk/Mf3itBOJTbWMiwFxOZj7HckrZw9kMoYv0jNLbGpz3aVFZJHnRhFSuAJeoO5ojcY5M8wC2bKbP/f4iTnWKxhPclPj4U2UxPeBUUDDJ7E8FgZIt3/7U4WPflVEeN3OQEeXWCgjs92fHRFhzueek5YFPru+joj24/jdJIJKDrf1S/POQQFmzP5WKZBAwtBOnrvzWtWt/euNWTT164D4wPVcBp4KCyc6pK791bSM4FSHkLS8VCJRUYU71OCvFmVPxpkhBjzDTJ3AqSA7Fm1OlMT0Y26BgioZTbQJOBTWhmotTEaICzBXFw9wJnAqSQHHnVISkMD0Y26BgAk4FgaJS8jnVWGf03zVQjyryKwFhxZFTJTQ9GNugYKoHp9pf5Xoe4FRQEyrhnAoKNiZgLpdNseNUOQVjGxRMfjlV0JhjSDy1PwBOBYGAU0GcMQFzuWwCTq1fN4JArgrmT2WoVOA6JYFV4FX1s3yRxSWoxKsTTbtyCIqLgFNBnDEBc7lsAk6tXzeCQK4KnVM9RgJ451QyHDyfaWGroWppyGwDiqncOPXWm5SPbjh2603YSqNH0vhPlpIL5nIJBZxav24EgVxVD38que4vCA/wzala2tikmG/X66SmUi2pTA4yhYNiKjGnbrhBuelR6hng1OQL5nIJBZxav270o95Sq1upiNrEJtx1UXeRX9uiRvWWWtmaHX67xecHkV2unNqY5oVTzcdZ1XCg5jIpq+qbquUyKfxpmjoDIyguwpy6gQepH/n2XcyTwKnJF3CqhAJOrV83+pJeD8IBVcmqDVSZNFZGSQiqyoNQjtQ4vWahS7ngfufLcKguYZUXdqyypr8jrmOMOdX+ICGKD6fmMqm0hgpIS+NwVfzffKYFKoSDYifMqYzfdOe3L9YhdcMNF38nF1tO1VQ6tNxYB3FK3JjLpDjh5PlMi8I085ycMCDn88RFwKkSKnacKqfp+RvbboRn40iT2/o7RsTs6CyRG9K5Nq+oWq/oYjg0Ob1mIbeymnMXLZ80zkOcrYYekFNcTvVYbTxEeeDUrKqkNVTIZ1pMEjULFxOHAaeCYiRFUa65dvENN95qd51iWt1wAzFNRI+kPibLXCZFWmNWVRRVK2gqOZORE5vTY/NPa97NqoqSyuSsyZLNYW6bXrXob7b3MQGcKpvixqmSmp5/TvUCW9itaDyopVywj+VyolSv6B39+FMtT6o/sbxrVSHGqlv95MaIy6my+lNNu9CNSEsbVgDxqaB4SjH9qRxOzV37EeWjTDxAjDiVjMJRUimbY8awWG+TZb49pbDzLjVZ2t86tmYPnCqhYsWp8ppeQE7tWU6trbP8ynCqjyVvDs+JnaOogFBvqdW8KoZT+ztG7JTp3Z/asxzT5PSaha647HTxxZ7uIoG/tVC7POJyqhzmVkD2fVSp9jyZrIopSgycCoqV8EzHcmru2o8oihJnTmV+PrJTWj7ToqhZj5Mls/6oavbJCMktpQAAC7xJREFUkpqb2Rarr4B6cqrf/RkgQ7HiVHlNL/jY7llu8aIj+XUXjbBUYyncM3pacvOn9pZa5w+2dUz38/2pnFV7//GpqGe5ICKWc0lty4ut1ofS+RV/imRsqIoTpxqE6laXmCRX4FSQxMIzHROfuuGGi7+T05NSUc/HiVPzmRYllVZTeFbTW1pVlVSmXTUWBL1McsbUiBDOQgf+VJGcnDGe92eAPN0UaTlVWtOrbWyb3kcxp/ZT3kRDnuM1hVSnQ6rpm3RY959sq9GOzOsXA25rx7SBpNiF3FtqnT+yprvUOn+kFV9PQjZUxYtTEbLHw7hha2wnLFDihWe6nRyjiDmnaqqiqO0ZPFmm2vP59hQ7WZISbOawwnoUJa3ZFh81VXFpgQqdRzUmAs/lk22O7iJ/+zNAHm6KtJwqrekFGNsccGTCACyZAQAEQRricarHRX9sUN4X0Cfb5hd7/J2fTkHAx1zGhImewTDaXWQiJfo7Rny4ZuWV/JwaeJaBelQgyYVnOp5RJIBTjdaiqg5OHSr6zb7gaEyExhYQ3ZwzOUGQnKbitzPmV2LfZTwUmFPNeYuT0zHo/gyQ6KZIzalSmp7/sd073W/zUNox1BCZp8lK2DSyphdz6mSbYEdRb6l1/kjbck6MKfUWQty0n5y+WgZ2KQrv7xiZN3+k1THRFf+nZn/HCCd4wHTKOvZVzCQ5p4JACZZnTjVLUkWPpP6sN+fi1PEwWer/yufJoB/+ZEn8qDU2KZuLnvYFSnkVmFNN2TjV5/4MkMebIi2nIlSQ0/SCj23CIeq8MoA51fBoWoGe+OWO/sXuokmZdna0USAdAICvintmt2xWbCCpo7eY40919svqRN5hYHrU5lO7gFNBoKgk5FSOYsSpVNWNWpw6yPqTXa8kjsmqirHWaSy+mDXrYrTij8dEyJyK5W9/BsjlpsjKqfKanq+x7Xdd3pb3nqBJAnM5aws6SlpP9hohnuYS/HS/3Zp6S634JfqeLYeYVO/+VOtivPpTmSoDdsJOTMQ5cCoIFJUSzKm6OE4dDekzWUsmT0xp/GZMlvpMaV++x/FzRKk6q+l7k10C2OVT3TjVx/6MyDtBNsWKU3XJaHo1j23xLiViUb61Y5r8VUbGp1IuUuMlxTZmfZy3GYt/MQ579lEBueUc4O9f9MGpxvmtbf7kf4FTG2puIFBi1UycarS0ZmyEdMFHJpE47c4hPEaUz8aYLKmD9beLj1e1PpzqY38GyONNiQ2nSmN6NY1tE7xKpp+VN8jxckEvteRN76PSo1R1yjQQ0/J6Wl7Yybb5DusPFoDq++u9/8Zz34zlx59qPc9Ytx7quqY3MYHpwKkgUFRKPKeCgoyJkDk12P4MkNtNkZtTZVSwsY0DAGi3pQmL1tAlOZWWM/xZB7TqWUiZM5jv0tZNxCEI3sXaUMWPH3Vdx3C+VM4mMHNthNpASeaaFcckxEfAqSBQVAJOBXHGRLic6nd/BsjjTQFODaUbnSRIskZKx0czKxNLkB5P4uw6bbhYO6UyDLBFVm0hB9ztXAnwqkrOqZpKLy8YQTVOCxeCNHB0M8+ZyEzhoLjIP6fK2iLvysQofH+qLuDUsG+KoigrV65cu3bt1q1bjx49CqYXrBtBIFdxOHXlSmk41YixMf/M6lsVNZWESG9lis10GeSpqPQabPkAG9lq0d8sUMJkcaq3pjwiZYvXZCm5gFMllBOnLlu2bMWKFffff/9PfvITML1g3QgCucrOqcuWLZODU6m6bqmUzSdqeFW9cSqVhaMgSFeM7K8FgeojzKkeZyXlh1K2eE2WkivwXM6Nh7OWBYFTw74piqIsWrToS1/60te//vX29nYwvWDdCAK5ys6pixYtkoNTdbjEZdtYmsxnWqy8wm6cyiz963kzaE71Uu4YBApTmFM9zkoKkrLFa7KUXPWay33tzwB5uCmKonR2dm7YsGH37t0jIyNgesG6EQRylZ1TOzs7JeHUfKZFSaVVW3oNukyxF740qBQhfX2/JZMHfyooemFO9TgrKSODgxLKYbLMqrEqBCWJGsWpjvszQB5viqIoK++77xddXVtzuTfzeTC9YN0IArnKzqkr74ti56JTmWK13aX8G/USwT4q7JdVFCWt2db9NTJNMbfFJwMjKC7CnOpxVgJOTb5gLpdQwKn160YQyFWyc6rRair/ppfMwGdLZXKC+FRNxW9noG0+02KvxwEC1a5kcyoo4JiAuVw2xY1TJRWMbVAwycypCBW45d8ClSnO5fPYmVpw4lSDZXHYq5o14w1k/HUKiruAU0GcMQHTuVRyuh3AqWH1JAgklsScSgae1uRPRdafbKgAcUxWVYwwA2OJHxdAhhV/UH2UbE6VdPFRfsF0LpViyKmSmh4MbFAwScypujj+VA3pENmSyRM0yW+GteqQal++x6GremwALlNsAKqm/+lSDxkECibgVBB/WMCMLokENwI4NcTOBIEEihOnmv5UzcjJ74KPTA5/2pNKOGspd6nBqdTB+tuBVxUUtoBTQY4jAyb1yCW+C8Cpgfsz8isBxUvScyoIlFgBp4JEgwNoVebOB04N3KuRXwkoXgJOBYGiEnAqyGV8AKpG2+eCbgdODdy3kV8JKF7ic2oULfKuAIEaLEVRVq5cuXbtWuBUkOMQ8U5OoEZ2NXBq4B6O/EpA8RKXUz1WGw+xAaeCmlCKoixbtmzFihWJ5FRQmAMFgLWRHeulbyXmVEkl6G1o0Lw00vQ8VhsPscXL3ECgUKQoyqJFi770pS8Bp4I8DRdoDWjebwdwKgxgaI1spOl5rDYeYouXuYFAoUhRlM7Ozg0bNgCngnwMGmj1aAFuBHAqDF1ojWyk6UljbpKG2YBAoUgxZzqPZgKcCmIHELRaWo2dD5wKAjVeCnAqCNQoKcCpIFBMBZwKAkUiyTgVBEqygFNBoLgKOBUEikTAqSBQwwScCgLFVcCpIFAkkoxTYd0flGQBp4JAcRVwKggUiYBTQaCGCTgVBIqrgFNBoEgEnAoCNUy+ObXxGeM8tkbv04YGLerW2dmpZ5XbvXv3yMgImB40aI1puukBp4JADZBicqrXKekv/+qvZ82effY55wTQOTNnnjNz5sxZs3TNmj171uzZs+fMmT1nzpxzz51z7rnnnnfeueedd975559//tzzz587d+4Fcy9479wL3nvBe+e9d968986bN+/CCy+86KILL7roooved9H7Ln7fxZdcfMmlF19y6SWXXnbpZfMvvWz+ZfPnz7/88vmXv//y9//FFVdc+dF/+B//8I8fW/Dhqz50xYLz5849/Ywz3vOe0wLotNNOP+2009l2xhmnn2G2M88840y9zTjzzBkzZsyYMeOsGTPOmnHW2WedffZZZ5999tlnG51wzjnnnDPznJkzZ86cNXPmrJmzZs2aNXvWLKMr5syZc+65573v4kuuWHDlgg9fFeKVn+Z05WececYZ+MrNa58xY8ZZZ5111tlnmZd+9tnWxZvNvI+zZs+aPXvW7Dlzzj33ovdd/KErFlyx4MorFlz5wQ9dcd75c08//Yz3BGunnfae00477fTTT6Mu/ozTTz+D6fkzcc/PmHGm3vNnnTXjLPPa9a43u/0c9srnzDb6/OIrFly54MoPL7jyw8H6nDNIONdJDQ/b2GAGhm4j1hV+6IoF8y666KKL3jf/8vdf/v4PvP8DH7hiwZVX/e3fXZ1qXbR4yZKlyz675Pq//psPzp4z55xzZvoSflPGNg3DPPe8c88977zzzj/v/LnnnT/3/LkXzL3ggrkXXGBZ5YUXXXghaZWXXHzJJZdceplumJfNn3/Z/Mvf/xcf+MhH/37R4iUfumKBPkiu+ruPLPzUNYuv/5yhJUu5+iyp666vUYv8C7928ZKli6//3HW6li5bsnTZks99fsnnPn89qWVfiKWYT/G5zy/53LIlS5ddt9T4vIuvJ+/I9Z9dUuuNcBRzx5cs/azDwHAUHlHOui4MAaeCQA0Q5lT8FbF4yVLme5j87vr/cbtY58MEvVoAAAAASUVORK5CYII=" alt="" width="823" height="337" />

图2-2

至此,我们可以看到优化器知道了表变量中的行数.这样在表变量扫描的过程中,尤其针对数据量较大的情形,不会因为预估总是1而引起一些问题.
如果你刚知道这里的预估原理,现有的代码都加上重编译那工作量可想而知了..这里介绍一个新的跟踪标记,Trace Flag 2453.
TF2453可以一定程度上替代重编译Hint,但只是在非简单计划(trivial plans)的情形下
注:TF2453只在sql2012 SP2和SQL2014中的补丁中起作用
表变量谓词预估
由于表变量木有统计信息,在优化器知道整体行数的前提下将会根据谓词的情形
采用不同的规则"猜"来进行预估.
注:这里有些规则笔者未找到微软相应的算法文档,经过自己根据数据推算得出.
看到这里的朋友请为我点个赞J(很长时间推算得出.可能数学忘得差不多了)
注:由于检索对象本身及为变量,谓词为变量,或是常数无影响
常见谓词下预估算法:
a ">", "<" 运算符 按照表变量数据量的30%进行预估
b "like" 运算符 按照表变量数据量的10%进行预估
c "="  运算符 按照表变量数据量的0.75次方预估
实例如图2-3
code
declare @i int
set @i=13
DECLARE @T TABLE(I INT);
INSERT INTO @T VALUES (0),(1),(2),(3),(4),(5),(6),(7),(8),(9),(10),(11),(12),(14),(15),(16),(17),(18),(19),(20)
------表变量中存在个数字
select * from @T where I < 1 option(recompile) ------20*30% 预估数为6
select * from @T where I > @i option(recompile) --------20*30%预估数为6
select * from @T where I like @i option(recompile) --------20*10% 预估数为2
select * from @T where I like 1 option(recompile) --------20*10 预估数为2
select * from @T where I = @i option(recompile) --------POWER(20.00000,0.75) 预估数为9.45742
select * from @T where I = 1 option(recompile) --------POWER(20.00000,0.75) 预估数为9.45742 insert into @T
select DatabaseLogID from AdventureWorks2008R2.dbo.DatabaseLog------insert new records
select * from @T option(recompile) ------------此时数据为行
select * from @T where I = 1 option(recompile)--------------------POWER(1617.00000,0.75) 预估数为254.99550

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" alt="" width="816" height="456" />

图2-3

可以看出根据不同的谓词优化器会采用不同的预估方式,虽然它不如统计信息下的密度,直方图等来的精确(尤其是等值预估,在数据量巨大的情形下,其效果可能接近统计信息),但在了解数据的前提下如果适合表变量我们还是可以大胆使用的.

Tempdb竞争
tempdb的竞争本身涵盖的知识面比较大,这里我们只讨论临时表与表变量的孰优孰劣.
通过前面的介绍我们知道临时表是支持事务的,而表变量时不支持的.正因如此很多人放弃了表变量的使用.但任何事情都有两方面,支持就一定好吗?由于临时表对事务的支持,在高并发的情形中可能正因为其事务的支持造成系统表锁,总而影响并发.
 
我们通过一个简单的实例来说明

日常管理中,我发现很多开发人员在使用临时表时采用select * into #t from …的语法,这样的写法如果数据量稍大,将会造成事务持有系统表锁的时间变长,从而影响并发,吞吐.我们通过一个简单的实例说明.如图3-1

Code 我们通过sqlquerystress模拟并发

----SSMS测试数据
Use tempdb
create table t
( id int identity,str1 char(8000))----more pages for many records insert into t select 'a'
go 100 ----sqlquerystress
select * into #t
from t----57s ----sqlquerystress
declare @t table
( id int,str1 char(8000))
insert into @t
select * from t-----1s

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ptoVCDVluFusZJm5XWWNkaKxAsZH4WkNjRWhPQOEZnRhoHG5zMaYGocbs81dOaGfwpWjOjsai0FkbLvQg6iqmeDumj1sTozLTGxKgvqDQXGfV5OvsMk3WayTz5q6zv6AXf0PMO0a/tJ2ftJqd/Tk7eQqRvItLWE+M+VI5doxyTR4zJU6auVqauIlJXKTEUqEEglHwIvJHCO1PwFAX2avhrKlJXKV7ljkZ6I4UIK5WpK5VhZ3JPSQFHVyBWKVNXYrsrlKkrFKkrFPhuygoF+5SUFcrUVYoUeFoSODllhSJlpSJ1lTIFtNnOFfDMFOy00SsUKSuVqSsUKSvhLmRlUspKxWisBx1Nws9MWakYvSIJ9CPYnkSsM3HUisRR7yaNXpE46t3EUe8mcv3vJo16l2uzJ7CMZtvLuceRqD1yeeLI5bAB+sNIEOvEjyaMXJ44IsLuCNQeAUkYyRE/fFnCiOUJI5YlDF+WOHxZ4ojlCcOXJY5YFo9IGL4sYfiy+OFLQQO0AXg/24ngOhNAzytLE15ZmvDK0nhRhi1NGLY0ftjS+GHvxA97JwHuvgN3wRPRLsfLAt7mMVTAO/hu3NC35UPfjhv6dtzQt+NfejvupbfjXno7fihsyMHjkD/HsY0hf5ZD3gLtOIR8yFs8kt+SJ4v1QN7kGPKWPPlN2eAlssFL5MlvygcvkQ8Gj0viBr8ZN/hN0AA98sFL5IOWyNj24CXyQXywHtlA8Pgn2cA/yQctkQ+EbaznT/KBf5IP/CN6XMw+ygYuBuBtHPmLi2UDcuQDFssH5MgH5EhfzJG+mCMbkCMdkCMdkCMfkCOLiFE2wIAjHWCQ9jfK+htlA4yy/oboSF/QS18wSF/Qy17Qy1/QSxFyQD+97AWd9AWd9AVOHaT9NLIXtCxgV/qCRtZPIwU8r5E9DxuwjcHb7auW9lVL/6CW9lVL+4LdbMgfopAl/UMW1s4UoU+m5A8QKWj0yZRgnfBQn0xpn0zpc+jxuUzpcxnS5xZJ+yyS9lkk67NI+hwC9XA8t0j63CJZn4WIBdLneMh6L5D2XijpvUDae4Hk2fnS3gskveezSJ+FSHrPl/aeL312nvRZ8IgzX/rsPGlvMZ6dJ4O8IXt2nrw328Z5HTSkz74ui8ZrAqTPzJU+M1f6zGuy3m9Ie8+TPrdA9odMCbQ3pHHA8MCwPFEUi8wE0jJUnEUlWp7qmXHVA+EcJMtMZqN8DpRZM2FQxwV4GRYkglYyi4v0QPWWyLKQWVYiy0JA4TPDIXc4WSa25Epmm3CfI8XaVDaXycGxdxorydpeGFit1kKrrZTaAqM7VgE1FkpjQp0w1eMMjz1NbcVli297VlpjYbQWMAgPeRhWkGUTQaG6Yaqn41SPxk5gdBZGzyV8Kr0VPktrZrSRVM/C6My0zoQ918zozLTuEq0xMZqLKs0FOvssk32GyTypyjjWK+Nb+o2v6de+omZ+QU7ZQkzYQLyapxy1TDH8LcWwPyqGGhVDDUkv6ZKGaJOSNYpktSJZA0hKVrOwu4pkdRJsa5LQyaBfgc7EX0SRrEkCj0M0SUNETkiChzCSNUlDNOE/RiI6ITFZnTSE9+PhPyH6IdVJg9l2dlJytuB8yBB14hBwKDspOTtpcFh7cHZScnYiAuwmDQaoUSObewrXViOyEwerhSSDRjZCnTg4O2FwdgJq848iBmUlDmLbCLw9KDtxUHbCoPCerATuUFYCBjoKyEzgHwWd8QMzEwZlJQzMih+YmTAwK35QZvxAccBThP0vRjw//sXMBHDCixFOezEDHc0AxEFgT9yADHSIO4ftjxuQEQceEfH83bgBGXH9F8UPWBQ/ICOuP2ARv7FIQHz/RXEvcO14wQkviLJQSD/AInm/hfJ+7C7XA3keEoe1+T0LOqbvfAEyrIExD/KHebxd0PMH2Jb3nSfvM0/eZ578D7AhA/wBNuToUd7nDVk4z/HbHfA64jWsDXZxUE9vEaSQuVLQ8+xciHB3rqz3HI5n50ifnSN7dq702TnSZ2fLovDMbCmG7Gls9+nZsqdny56eLX16lvSZ2dKnZ0mfniXjmMkiDecpnBnSp2bKENKnZojw++nS309Hu9Mhv58WjSexxpNTpb+fKv39VOmTU+Eu4PdTJU9OlWCNcOCZT6DHJ6ZKn5gifRLxxGTpE5O53SenyHCemCx7YorsycnSJybLnpwMGtInJkufmCR9Il36RLr08UnSxydLHp8keXyS5PF06RPpksc5pI9BJI+nS7ndidhjuvSxdOnjE6WPT5Q9PlHGNp6YKH18ouwxDND/2ETZYxNEkUboR6SJIn0sTfrYBNkTk2RPTpE+NUOCarJcjCdQPUWGRZlhBZ1EhpVYZFVi4/CUYePtEFxcp8zExt6Boi2QRWBv2VbeY6aFzISJHZEFT+aqt9lW9kwABSq2IFpTW8lsK6W2UWorpbaRaiuRxdkbRA3SQSuZBc9EcR1bUbWS2WaYvam5Tjy0Y4/i3iYATIxgdBZaa2E0rEixRy20xsporbRGaHiM1oKSOc6xkISxw+MsjJbndkAWowBfQWdR6a0qrF+ls4KXUumtKr2F0ZmB9jFIAVXClzKr9BaVzszoLSq9hdGbVTozrbkEVI9Rn1Nln2YyT6oyvuuV8S0z76/0a/vIqZ8S49cqRy1TDNEmPj/rqaef6aGHHnrooYceHjbSf06W/m40UD0LqsxalIssyoWs5FmVmRZFpkWZaQU9rOoRmWYiE+V5eHoHZ85aiAwrmWkF4Zwyy6wEepdpZlWPzLRQmdDYeKqHHI7INlPZNgLVbWEBV4xIqkdl20i1DeyS2WYSepuNjxVGdNjAO57nCR2OK63SnOQJbY/R2mgttCsa1Dd1FlJrprT807goDpVxdTBOY32LRpEbbmys6mGGF4Pq8e0NvqyeszokfKBhYVAbGqHOotJZe+mtKr0FA6qeSnuRUZ+HkV7mcWbhN70WHGZe/4qeuYtIW6sc8VbSEPVTTz/zzDPP7ti589797+/d//77v/8d8Z8x04WnPEL+3kW+h9yPwPf8Nofwpbrzx4v0w/ws+T6ce4+K+13k7r37MXLn7r1OcfvO3QeEfSn2Z+jyZXbhkn+Cy8Rfp1uuUfT/yUf9ZxLtE0ZIt31QRPpViPCPf/xj3vz5/+ju7eOPP+7eF/yLdkH3vuCDbDNHvfKPf/wAfoE7du585plnn3r6GQkYe6cUi/SIDKsy06LMsBAZVri7yEJkWokMM5llIcCwOViTZeutZliZzRCMwwN5HirCZloieZtQ49Q2Sm0j1TbYzrZS+CEwzQKehs+KMJO8Tiv/KOdzZLaFyrbRahutsVNqG62xCUu0mPZBRQNaJpLk2RitjdHakOqBwM9Ga2DllNHZGa2N0loobqyblVck5aZNmMP1i0ZwAgdmcuARHXY+J4t6K8Mam97aS2+DJ+is7JnsExm9lTbY4FNAzqcF/ejHMHCq18tgVektvfRmRm/qpb3IqM+BUXqqRcd6Lfy21/yv6dm7qSl/IUYtVbyk+e1v/9fOXV/car/jDza5fQG3L+Cq53DXN3REgIevwe1r8PiDonj9jSyRzukGfCK4ORo6BP8NAJwAr9/p9TtYPAJ8Dq+/zuOr8/hgj9fv9AYg9Q2u+gbQdtU3uOob3PUNLhHQe+F4Aw5vwIG/tTfg8AbqPAA/Tq3HX+tm8dW6fTUsLo5a2KjncHJUC/HycHirRHFGwSOg0vGzoKLOXVnnqazzVNS6WcprXCxl1U7AzSoHS2llXWll3Y2KWsD18hqWa2XV18qqr96sAlwprbxSWnn5RgVLyfXykuvlxdfKAEVXb7IUXillsV++gWMruY5jLb7GAnrAaYVXSouvlZVcL79SWnn1ZtX18pobFbU3qxxl1U5wOfhlCohy1eB6Ra86+vXiV8perOhlCi4wHPYCi67eLLlefvlGxdWbVdfKqm9U1JZW1rHXCK4F/DftFFWOcCL8fx6BaodX+JfC/zvC/8R4f3ouX60AN6QO4od4/HXCj52AwwM+H4Q42bbH7wAfDm5fHfhMcNXXuuprXfU1Li/E6akGONzVDneVw13tcLM9NQ5PjcNT44Tcun1n2oyZt9pvB0NNgMam5kiEmlp4NIvQ1NzSfvv2ho359+7fb2pujUhLJ2i/fefjzNdaK256vzno/eag/8jBwNGDgaMHG48eDB09GDp6oPXogdajB24dPXD76IHbR7+6e/Sre0e/ui/gCMe9I8Ldu0e+un3kq9tHDrQfOXDryIHWIwdajhwIHTkQOnIweORg4MhB/5GDvm8Per452HS1eMaIobfv3vP6g15/MBBqvnX7zs5dX0iEQ/HY2RiLLEo2z8uwKjOtRCZ6XGRSgqkVQOxYvUMyBxvsiieZ0O3Y+bN4BVYgdqKqF5Fs1vNwq4OvQ6ltlMaOn09r7JSa72daK6Wxgsoskjk4rg5IG6WxUmpebkdhMR6jtdFamzDP4x6B/2HpmtZGaa2M3gqKs5TOQoWpHqNDUyvCVI/RW7mhdTCNY1WPJ3m4vdF6K62HYR7vkM6KOxzs11sYg0VlsDLoHRm9la96FsZgYQxWldHKGKyM3szoTSqt6Ve6Syr1WVXWKSbjOLPgiGr+oV6v76OmbyMnrFcMUT/19DM7d+4KNbc6vf5wv4lB9TjJ8/gCHl+Dh+95Xn/QGwA0stQHQvhud+IXx8MRkyy6/TwjdAGAqyH3CsOPCDg9fofH7/TCM131AafH7/IGnPUBV32Dyxd01Te4fQEXcj5W8sA5HUkeJBbJqxWTvBqB5Dm7Q/Ki2Z5Q8n4+ngdUL9z2YlQ9XH0EqhduP6wAAdUTtb2uqR5ue8CEiq+VXb5RcaW08lpZ9fXyGtyEOmt7olcdrnqRbE9wseFeG+Uao9ge0Flge0BnSyvrBBfYTbb3kIXP2UXhC/t3prjtsdQh2wPCV+uqZ4WvxuWtdnK2V4VUD9oeh4cVvnDVCzY1B2O0vWiqt/He/ftNzS3RbC9m4Wu/feejhXNby254/7oX4Du0N3B4b+BwQePhgtDhgubDBa1/K2j9W0H73wpu/63g9t8K7oZzOBq3DxfcPlzQfrig/XBB6+GClsMFzYcKQocKgocKAocK/H/dW//XvZ6/7vX8dW9jsX3KK0Nv373HRiFuX0NTaxtSvQwrrnoKMEQPqB7wvCybMsuszLQSWVZlBpA8M65umMOhKRTI7cgsK8EvvxJi1VhM2myRVI9U2wi1jRA3Pyh5OITGRmmw52pstIY1M0zReKonEteJH9JaQYzHhnm46jEa9hA+MM7O6GyMzkJpLTRQvbBKq0rPmR/I8GhkXXDyhM7C6K2UHqSDnOoJPA/kdigLBPMwrIzexoZ8oqqn0lt7GSy9DFbaYKENVsZoY1AK2MtgA6keOmSljWbGYGYMJpXmAqO9wKjP0JknmYXfMfMPM28cVL22m5z6CflqbtJz6c8882xb+23gKKKqF9X2WMlrALih6jUgpWusDzTWNwBC9Q0h30MlIEI9R2OMIGsMAsKTQpEU0BeAgN8YLxfEY0Ke2PFSPdwaeZIn9DyB3nVW8qpd9Szdk+RFs72fr+FFV71IthdLtseqD2s/AtWLbnuxh17RbU8092KvKBbbi+WqRW0vxosVldpYbI/V2Q7Dyy7Y3s8g4at/EOGri+x88OMCT/XcvhpXfY0TBnvVKNir4qseantY27vVHqZ6D2x7t9pvr1u/HqleSwfCF5vqbXpjRnPpNee+Xc59uzz7dnn37fId2OU/sCtwYFfjgV2hgzubD+5sPbiz9eDO9q933v565+2vd9wVcJDj9sEdd/i7tw/ubD+489aBnS0HdrYc2Bk6sDN0YGfj/l2B/bv8+3f59u3y7tvl2bfLsW9Xo808+eXBd+7eYwtfoCEBMqfIsCgz4aMSPGZCwyOybGjXAttoxRM20uONsYPzZEVkjsiykrjGZfOUDk/1IsV4UPU0NhIInMZOo9yO1thJNTs4D2AnNDYSVmbtpMZOaakn3c0AACAASURBVFGVFrqajdRaabzqCkI7/og6gefhegdSPUpnU+nsKp1NpbULjqp0dk71tBaVzgZzOL2V1lspnYXWWyk93KWBuoFdZHi0zkKxpVusjAt7DDaGVTe9SLBHsWVZ+Jo2Gns1lcGG5XlcD6O30AYLY7QwRivEAE6wMUYb6KENFqB6tM7US3uR0Z5nNGeYrOPMoiPMvEOq179iZu0g0zcSo96W/88nduzc6WsIRVc9MdsTSh4wPDbGA27nawj5giFfMOQPNkEaHxpBEXwcoc6B9LG+QcwFeZGhWOHYH4Tu6wcuiOywvsHlQz1I9dw+rrDLIip5fM/z1Xl8sZdrwz0P/76JJnmOzkgep3q/AMkTCF+Xy7jhwV6H9hM97ordhKKUcXHb664yboeCywZ74JIFVxp+sZFSTNHLjF7GFYSXD6h63Sl8QueLtaQrDPliK+nWefzhtlfn8eOqx9oeS7UTeJ4XL+BWOdxVdS5c+Fjbu9V+Z9r0mW1tt/wNQX9Do7+hMQAIsoTCaWjEaRLQ2nbrw7Xrbt+5w9PHUFMw1HTt+o1zFy5E4fqN0nC5bLvVvmnOpNDVkpovttZ9sdX5xVbnl1s9X2717t7qK9gaKNgaKNgaKtgaKtjaUrC1tWDLrYIt7QVbbhdsuV2w5eMlf06fshDw8ZI/394t0nN795Zbu7e07t7Suntr8+6tjbu3BndvDezeGti91bd7q/fLre4vtzq/3Or8YmvtF1v9pgvpQ168c/cekDz2W0OoeooMiwJ5HgzzWOfLtBFZNiILOJ+FS+yyLWS2nci2kdl20ElFKM6ypVVuEB6/LeihNeLCR2nslMZOIiiNnYYyZyOR21FqG622U9wgPDvwQoSN1lgpnY3S2WitjcLR2SidldLZSL7Yhcd4jA6ez+jtKp2dxsBVT6VDjqWzMXob0DtaZ6XAlAigegZkbyiHo3QWRm8HgRyFuR2FW6DeyhhsrLcxwnDOBgwP2Bv0QgT7dPZ8mn8OrbcxBitjYMUOvIsN67EwRgtjMNO6S4zmgkpzjlGfYjKP04u+ZeZ9zby2RzVzG5W2Vjn8T089/cyde/exymNE4Qv3PK5c62vw+jDJQ0keELsApDnQ2NwQemg0ihDoJH6WII5AH0MATgRZBEbYwBaUg94ALBy767EskC3a1rOj93DP61DyfLUe8NEfU7k2XPIi8GCS5/ByX4q/EMmLonqdLWiKVnIFwV543PUgqicQvkhl3G6xvfBxe6KCG656US62C6oXqYwbHl52i+09cuHrQsIHbA8IHxRBfgGXZ3tObw33J+9ha7hA8qrqXFV1Lt7oPYe7Gqlec0urp97nqfd76v0en9/j83s5Al5foF6AH6fBx6e5te39Dz5ov33HF2gQcObsuda2W1E4c/acLxD0N/BoaWvLnza+sdhW9Vl+9Wf5NZ/l13yW79yW79yW79mW792e79+eH9ieH9yeH9q+sXn7xpbtG1u3bwCkT1n4f9GWPmXhRzl/EvS0btvQum1D67aNzds2hrZtbNy20b8t378tv35bvndbvntbvnNbvgO9adVn+b7zpye82I9VPTbbkygzbREzvAwrkWklsqxQ8pDqgQkZYMkSIssCVA+BljIR5HlqK6GxsZBaO6m2EWorpcFyOKhodlHDI9n5GWGqh7BROjuptZNaIHY2WmMXzHilNVbO9rQ2SmejdTCWQ1ixNgrt2ORPa6W1NtS2MXo7pbPTehujtzFQ8my0zk7r7YzWRutsjM5Oa2201sLorRQ4QW/n5WoGKw0TPhutt9JQs9jUzU7rOJPDVY8xwLqqwM/4tmdjgMwZbCqkd+A0ldHOPgUcVeGRoQH5nAFhtDFG1vyA6tmYHBtQPUZ/idae76U5p8o6yWR8xyz6hpm3n3ltt2rGVnLcGuXLxqeefub7v/89FtXDhC/M80CYFwh6keL4GkL+YAjXu2BTy8+cBpYQD8wFmwSI5ogoTUQuyK8Is+EfF/Vh1VswEJAdQx1F8jDP88VerhV8u1Qhul/ykOo9coHrrO1Fz/ZEC5pRbO9BBu3FrkHh2R6ee0UZtNdl1Ytie10YtNflKRp4GbfD8PKXJ3zO2Eu6wngP+8Tg1XN5Qz4EwR73IwltrxI4H9/2gOoFG0M1tY6aWkdNnZPDwVHrcIVT58RxszQ0hlbl5jW3tDpcbgEnTp4KNTVH4cTJUw6Xx+nmEQw1rU0b6bdcvL4+t3R97s31uWXrcys35lZtXF2zcXXdxlWu/FXu/FX1m1b5Nq1q2LQquGlVcNPK0KaVoU0rN+kMArfD25t0hlD+ysb8lcH8VQ35q3z5q3z5q7z5q9wbVzk2rqrduKpm4+qqjasr1+eWrc+9uT63dH2u+8SRcX2fBaqH255E4HkQMJ0CDrazE1k2MtuOVM/GFmeJLBuRbSOzbGSWjad62cLxdqTGzqme2gpsD2qfxkaCAI8/hQLNh4W1V1JrJ7WgYYMNjZ3EgjoSpXSk1krprKTWSmqtrOoxGjh/gtHYGC0o5uKGx1c9vY3GOll7Y4Ad6u0MCvMonZ3S22g9OkFnU+nstN4OTzMUgkO0HgV++kIKqp4Nqh4ULHEPY+M3kbote8hgZT0PlVlZ+bP2YpXOaOekkP8WrPMx2MmM0abKYYXPpsqxMTlWVY5NxaqeAcifhdFforUXafVpVfYpOuMIs+Aw/cZXzNwvmOl/IcauVrykFVW9qIP2wuq2eJiHJM8fhEkekLzGppbG5tbG5tZQc2uopS3U0hZqxmh5AJpFaORo7RxNorQ0ikphqEU0UORcMAh0kOd89Q0hbuaHL4gFe9hYPeG/zsMkzy2gvsZd3zXJQzyg4YVJngN9QT5qe+te1Yt9amrsthc92+tU6BVLlVN0suqDBHuig/ZiUdsujE2MNBuXHbQXRWcfXPW6S/jEnC9W4Yu9pBsmfH6e6rm5yRlsAReL9zzVDg9XwK1zsbbH1nNvtd+eNn2mvyFYUVUjQnUtS2V1bWVNbRWPOo7auqrauurauuraOn8guHJ1blNzSzXqYfnu+PGGxsaGxtB3x0/gHDt+ItgYCjaGjh0/wdPNOmdNnTMQbFw7dpjPdO7qmuVX1yy/vmZ56ZrlZR8sr/hgacUHS2s+WFr34VLn2qXudUu965b61y0NrFsaWLc0iMjXaHHDYz0vX6MNrl0aXLs0sHZpYO1S/9ql3rVLvWuXOtcudX64tPbDpdUfLC3/YGn5B0vL1iwvXbP8+prlV9csd373tzHPPcWqHj5WD8R4NmUmTO/IbDuZZUOqZyWyrGSWVZltJdQ2JVzxjp0/a0cn27BgzyZUvWyoekqNTam2ClVPa6M0fNXT2iitne1EnmeDtsc17KSWUz0keTZW+EitFZVlrZQW2JuV0tooXSGptVM6u5jq2aDq6dFRGN3Z2fIuDcq1ejF08ATwCGyPMRTSnPOBBqZrBs75BO6FKR1vgB0aoodOM1gF52NwqifidkYbY7BDszTaVEY7MDwogkarKgfYHmd+KqO1Vw4I9mwqo1VltDB6M6O9SGvPM5ozqqwT9KJvmQWH6Nf30XN2MtM+IsasVAzJjqR6kcu4As+DeR7P85DkQc9DhtfU0tbU2tbUequphU9rV2mJTluHdGiNoebWUFQjDEsHm4NNzcFQczDU3BBqDjQ2B0KoBAwLviG2mAtsD07sBZGeB67MAj3P3WGSBySPN7gniuSFGx5L98R4uOTV/VJtL8YybqSUq8OgK9KshYe09krsuVd024tSv44+AVnU9qJcbOzBXodzULprikZswvfoqrqREz4+XLDHqwawqsdle3CBFVb1IFjPrfbb06bPqPf5b5ZXIqpYyiqqyiqqyipZqssqq8txqnBqAPX+wLsrVoaamiuqaiqreRz97ligIRhoCB797lhYf2OgofHod8crgVZWcyrpDzR8kJJcf+F0ycq3Sla+dWXlW9dWvnVj9Vs3Vy8pW72kavWSmtwldblLnO8tcb+3pP69Jb73lvjeWxLAyM9Wp09Z2Iq29CkL87PUgbwlAF/eEl/ekvq8Je68Je68JXV5S+pyl1TnLqlcveTm6iU3Vi+5vvKtayvfurLyrZKVb9V9+3XqM0+IqJ4iy6bIsimzYKpHZtn50Z2dyLISaqtSbSU0NqXaCiDUNiLbSnCzMew4lLqQgFMorITaRmZzC+PBWRQaO1A9XNcoNc/hYqOQ1NopjZ3SFUbyNhpZl+hRUsv6nMD2hBrHGAoZAyi/ckkedlSwCwUOi+UKUfUWHIIWCFAZC4H2sYHc/334m8poZwx2VQ6XI6qMdsZoFaZ6RhtjsPVabAepXq8cuyqnUJVjUy22q4wWld7U4RvFonqPNa5N+LE0/seK+B8rEv+z7P8LnXq1+v0VN6Z+VTV4/bVXFbftTwRXYkVbLswLsmFeSyuSvLbm1ls4QNqau4lutcYwF2xpBeaHIwj/cBpCzQ2hloamZpDw+YMhXzBUj5V00Z86yPYCDk/A6YVLtDjYz2t3jJLHfQeIel4UyetShheb5P0CVS9SthfLbNwuT8iNMmsh9tArXPVirHJGUb0ORyuKCm6k641x7ZVOTcgVvcCfxvYegfB1Ygyfvw4M4e1I+Orcfp7qgfkZDm5+Bqt3lfxsD6jezfKK706e/u7kGcCxk2eOnTx77ORZjX4pO4NBFK1h6ckz50+eBVwAXL1x05Cz2OF0nTp74dS5C6cxdu/ZW15ZVV5ZtXvP3kj9Z85fBJy9cAlw/WbZsn/7dXnBjkMpg75JGfRt6qDvUgedSB10KnXg2TEDL4x50Tymv31s/8Jx/S+P6399fP/S8f3L+Lw/aWL6lIUBtKVPWfh++sSycf1Zbo7rf31c/6vj+l8e179wXH/L2P6mMf3Pj3nxzJiBJ1MHfpc66EjqoG9TB32TMujyhvcH/xOBqx6alpFlU8IReDYi26bItimz7cpsOwEfC5Vqu5IbaWdVZFuVGiuBZsLCgiwI/DR2IttOqAuV2Xal2kZobEq1XYmqtITaiqZN2EgR1bMRqEqLhtx1AKUrJLWFIKIjtVEiOr7nYZYGi7M6O6WHA+lAHCie2OlhAZQ22JC32Wm9nTawFog34COmgIWMAS+b2n8CmYu+gZ8HqJ7KALO9XovtIN4DkR6s2BpsqhwrVL3FdtXiQtViu2pxJy4hkuqxthf3Y4XsB5eq9fLY6nUHaoY2Nv3PH+4xP9xjWoO9blz5zfO1u+N+vInXbbk8r6mlsdm0WiqBW565uaWtueVWc8ut5sqv0yTclmtidc2cK8V3EYLzL92Cr4PoVJgXmaqv2LdJO1gWFviF1XxbAOLj/0ItQVDkBXM+wBi+hkYvKuO6fUE3WMAPLq3MLsgXcKBx03Vu0TF5Ip7XhSRP8JVT+YC12ig8ant7cNXrrgm53buucoeD9kSnaDz4SnudXVc5erDXvWuvCFba694JuQ+9qtv5hC9qPdeHCx88FDZcr9blw2u47PwMfMkVOGIP2F6dq8rhvtV+e+r0GddLy749duLbYye+PXaS5cjxU+F1T8GWPmXhMaCGp84cP3X2+Kmzx0+fvXL9hlZvrHU4j58+CzhxBvLF7oKb5RU3yyu+2F2A2AMAmeKXu/ecPHOe5dTZC6fOXrh24+Y7/0KXfbHt4Cv9Dr3S7/Dwft8O7/fd8H7Hhz9/euTz50b2vTSyj3VUH9voPsWj+1wd3ed6Sp9SjDUTxqdPWejhb+lTFq6ZML50dB/AjdF9ro7uc3l0n+LRfWyj+5hG9bk4ss/ZkX1PjXz+2PDnvx3e72/D+x0a3u/QK/2K1+YO7JUkonrBYLC9vb29vV2RBTzPpsy2K7LsQPig9gF7y7YrsmzKbDtbe8WnWYi2CXUh63NsIxw42I6ncUjmdIUUxE5qbZQOFF7BLFc7OgQKsii903MlVAqL9GAgZ7BTBjul53I7sYiukEEj7RiDneY0DlRL7YyhiDEWweIsqtIyWMUWh1VAkPA9mJ5156YCRVuodIWM0a7KsfVaXNgrp5C1vV6L7aocuyrH3muxvVdn3E6wRVE9QK9mm/qqutL7L/+4y/x4n/7hHtPe1Kuy9Ddex69+uMdsKpso/6EqQqRnWi2VjN9fCeKxi3lpX1Xcam691WxaI5VIck1tza1tza1tzab3pBLJ+P2VEVUPns/bHb+/SizYa+uQJpxwz8s1g92yA2mrLrWFWtrKDqRh2oflecKqbotwVB8o4zaiSi6aq8Eu18IG+E4vXJaZrds60NpX4IMYfYiLJ3nI8LzVLt43RIySV4nRPTHeL1z1otheZ1UvlrJmp+KuLpRxo1c5Y1G9GKchRx+kGOPFPrjtdTjj+CHZXneGfN1a0uVWYuJJnr/Wzdkett4KpMrh4Y3Yc7hBqldZ66xEBVygeke+O3nku5NHjp08cuwU5Pip9CkLm6Nu6VMWgvwPcPzU2eOnzmGqd+4E4AyEVbpIfLl778kzF3BOnb147cbNd/4PU/7l9r8O7394eP+/jeh/ZGT/YyP7Hx/5wulRL5wf9fyl0X1tKX3tqX1LUvteTe17PbVv6auQNRPT0qcsrEOboL1mQlppat/S1L43UvteTe17JbVvcWpfW2pfU0rfi6P6nhv1/OlRLxwb+cKRkf2/Gdn/8Ij+h4b3L16XO/BXijt373kFqjdr9qwzZ87cu3dPMe+kMsOkZFM9pHcC4SPUhYTazqGxk2rO5LhHDZxFQXANG4HLnIZN5uDsCn5WZ2fjOhIpHSkoy+qA+XEuSIF5D0gHKRjX8U3OWEgZ7CSud8LaK1/gjEUgw2MMhYyxkDbYYO3VWKQyFjFGcA43II8xFNIGEeHrRkXrrg34XK+caAKnMkLVe8D36lD1rnh+B2K879sZv+tX1WW/8bl+/Z936B/v0z/ep13+3zLNNp/oVIyKA2mStH0VbaGW1iaQ5yGZE4qaaY1U8t7FtlvNbeZcqSTXfKu5jcWcK5WMP1DV3BZ2/gOWd4UVW/NqiWT1JWHUV34gTZJ2sJyt52Jj+HiV3GZhDReL9JpQDbcJLMvCrb3iQ7ff8PrBEL06dz27DgLneeDTPGKSx0oe/G7oVJJX2bHtPYDk/fewvS6oT4fzM7pW3xRdVFnU9rpcxo197ZVY1lWOcr+QrtkeuMDo4eXDs71HK3yitofg9E4gfED1qp1820N/+NX8SA/YHqt6126UHzl2GnIccObI8TPpUxZ6o27pUxYeO3Xu+Klzx0+dh5w+f/n6Ta1xca3Tffz0BcAJwJkLX+7eW1ZeFYUvC/aeOntRwLXSsrf/7dfle3cdHpN8eFzyt+OSj4xLPj4++VRa8tm05PNpyaa0ZFtacmFacvHE5KsTB19PH1yaPqg0fVDppEHpUxZWoS19ysI1U9IFPeDMG+mDr6YPvjwxuXhisi0t2ZKWfCkt+Xxa8um05JNpycfGJ387LvmbccmHxiVf3vz+wH8i76Abo7HCJ9mwYYOl0H733r2k9G2KeSf5Vmcnsgtx1YPgAZ7WRgokD/kZaHMFVi1P3SINvAMNvIaLyRwI6rhqLK0vonSFtL6I0hfR+iJ2lwPzPN58WGB4xkLaiDROX8gYi+D8Cc7b7LQRczgjGFdXxBiQ5xnBbqHKWPSAMvRfe+tQ9eo9vSpv/lPpld84qv7pdovqh7vUDz4SeN6P9+l/3GNSK9/3iVVvQ6B6m2sGqtfU2oZKsRNgvMevz+aab7W0mfOkoIGo+nqCZML+ilstrRiVX08AOR/P+ar3T+Ak8uJ7bOUYnFC9P00yPu+98ah3/IFqrmoskeSaqvanSSRpB8uxtO9CLlc1Hn+gqulSnkSStzoX7FaGmluxE/LON7c2NrfcxGrAe8taGkIVe8ahjnFfXWkAkR7neS7M8xzesDDPxU2REwvzBJLHKl0nkjxRul6r/e9ke9FV7+GVcQXBXhemaLAm9BOvqxxLGfcBb5j2kG6P203O9xMIn3i8Jyp8KNLjrbrCn4zvqaxzV9VhqV6dq7LOVVHrBKp342bVkRPnjp44DzkJuKDLWRZ9rJ4+Z/nx05eOn7504oyJ5cqNcr3xj3VOz4mzJpaTZ00nz5kOHj7y5Z6vovD14aOnzplPn7fgXL9Z+efH/mfFwYJvp6YcmZby3bSU49NSTk1LOT1t9Plpoy/NHGWaNcI2a0TRrBFX5oy4OmfE9TkjShFrZkxlf9o1M6aWzhXpKZ0z4sacEVfnjLg6Z0TxrBGFs0ZYZ40wzRxxccaoc9NGn542+uS0lGPTUo5OS/l2WsqVLfmD/4dKRPWuXL58tb4udLstacx6xWtHRVRPjUmeupBQs0KGVC9CWZbQ2kksnAPV2FhUj0Kqh8I8VvUKw2SuEECxDZ2d1hfSOjulL6QNhbQO97ZCnvMZ7LQRBHJ22mhncopoYyFtLKKNRaze0QY7ZbSrYLzHqd6jFqdf3tah6t1qUf1wj2Hd7oc9ST8kS9ndH+/TByoHiqgeiLsqD6ZJJBLJhH0Vbc1tt1ra2iMEcmzdNkz1zGukkvcutfJVjz0/gupdfE8qyTNzzpdnBqqHtO9WxYEJWDtNknaworWtqdW8WiKR8LM9PNVrupQHnA8keRdyJZJcE95uLD8wTpK2rxytL9PUcmPfeMn4/dcbm/1YARdTvYCrPuDwsANoQJ5XX+Osr3WCuxXx713WseSJ0RnJq3R4K8VjiW76CnzUAvfTq14sZc1YyrhdW3sl0qC96NMXulzG7dQN0zq1rnKMthfjjONHZ3uddr7uEr4agfDxba/GJSzjYj8tmIrhhgXcWldFrbOt/fac19+4er3sxBnL8dOm46fNLCfOCDl51nLyrOXkWevJc9ZT56ynztlwTiOulVbpct50uOpPn7efvsBx5oL9zEX7mYv2s+IU8iliuVFWs+z3/1z5zYFj8ycfnz/55PzJp+dPPr9w8vlFk02LJlsyJtkyJhVlTLqcPelqdnpp9oRS9YQy9YQKFo2QcsGuekKpekKpesLV7PSr2enFWZMKMybZMiaZMiZdWjT5/KLJ5xZOPjl/8on5k09kTL/25Wcv/T+/AWP1cNuTOLz+uqamW3fvANVjfY4X48FJGHb++LyYVA/qnQ61EXzbK2RLt5zh8VWPFs3tdFhEhwbV0QY7rbehMXlFlKGYwpY7oQx21vxgjJdTiKsek1PE5BQxxiLGWEj/LAuvv8SNp3oev9MjVL2/36NxsfuhSPnDRBne09TSK6LqQVuaCCY6VEDVE031QCcs4HKqZ1ojDUv1uPPFVc+cyyZ6aI5FBUj1hEleW3Nr1f40Sa4JG7p3KQ+kdBfEVS/vQgso4JpW8d9EMv7AzabKfeNBflcJxu013Nw/TiKRSMYXlDaxC+x5/NxdcZ1A9dx+bpotdDsvWv6Af4/ajiUP3KOi41qtqOSxdLPh/QJVjxW+KLYX+7rKMa5F0l3rKv/0K+116oZp0dU29rGJ4ErDL1AwByW8VP3TqF5HztdJ4YtxKb4IwlcTbntufw03Vs9XjVSvysHZXmWdG9heJVbArax1tbXfVmv1xZevX7RePoPZFZ/is5cg50wl5yGXL4RjvnzBfOVmhcP4p3fc3oaLlqsXLVcvWnlcihmT7RqgvMq5rPe/1x7/9oxxwTnjgvM5C87nLDAtnm9ZPN+2eH7hn+ZdfnPe1Tfn3Xjz9dI/v17+9usVb79e8c7r1ThLeVSF7Va883rF26+X/vn10j+/fv3NeVffnHf5zXmFf5pnWzzftHi+afH88zkLzuUsuPiO4crBr9Ie/1d8WgZUvY1W347LDe137yWOXa9446hSXajUFio1hUpNIaEtAg2l1qbk6rO89e0IrY3QAp8rJLR2AIkahBYkeYUiqqcvYuM6Ul+IHyLhcL0i3AvZSI/SFVKgYmsopvWFtKGI3cUfIcZC2minjLAOyxgKmZxCWLc1IEBcl1PE5IBID9leTk96120bp3oeDEz1qn2/5alegPxhWTzec/8+FaGA2wpKt6GW1qYWdoieyFi9igMTUcaGqR4K8PKkkrT9VZzn4edHVr2wabwC1Wu7mCeR5JmbTXms1YlO0RBXvZa2xmbTKolk1UXh/IxgU0uwqXLveIlEIll5Ad5mw1/61ViJRCJZdSrQ6PU3sqVbV33A4fU7WMMDH7jO+ho4LNpb7fDy71EbRfKwG87yv0g6K3kcD+mb71HbW/dme51aYThG2+vCusoxzsbF7yeGT1+IcYpGp26YFksZN8qVPsgN036C2+P+PITP22Xhg/fY5dlePW572D/23JVsDbcWFnBDza2fbP30/Q/Xlle7bCU3Tfbrl2zXLtmuXbJdB5hs10326yb7DYC5EKOo1FxUaoHcBFiLb1bVepa89a7XH7IWl0FKOGyAy2W2y2V2EcpZChE1Du/KF550nD1xaVnOpeU55uUG27uGwncNxSsNV1Yarq4ylK42lK3WV+Tpq97T16zR1azROdZonOG8H5GaNZqaNbqq93QV7+nLV+tLV+tLVxuurjJcWWkoftdge9dgW/XHog+Wl+3d+fXWLbmzponMwA3c+v6Gv/3e/ftJY9cr532n1BQqtZjkQeezK7lJFTZCYyc1haS2kNQAvSsktEU4pK4Y+h8PVMNFqkfpCil9IaUvgqqnhf6H9K5ImOfp0bA8zOogWJvzPKh6nNs9auH577tB1fOEgVRvdel0XOx+vEf9ECAjqZ5wWkba/jJM9XJNbR3NqO3kDFwwyM8k7L/4nlQiee9C662m1lvlByauvnSrqaX6qzTJ+APV3IIslQfHS9LGp0nGH6hqamlrajGv5pyval+aZPyBqlBLW9n+NMn4g2VgNsbFPIkk7wKainF+tUQiyT3f1NLY1HLzq7RVF1oayw+s/KoyGGoOhir2jJeM21dxbe/qgtKQP9jkK903RjLuy2uNHl/Q42tw8abc1te6fdikClB19bDLGgtvWdax5KHPaIenC5JXUQfp8fOUxQAAIABJREFUUb0oqteF4Wtdvj1ul+8tEcvaK8D2umXtlQ7XVe7UCMXYjbbDtVcizTj+6W0vsvN12zC+6MIHa7X8hA/dU7Een58hUD3W9ipqnRW1TqfXV1NbN3P2nNy8NSVXrtUHQh5fozccP0YgBKgX0gTwBZreXZHX3n7XF2jyNYjgB4jfjrJZlA+TezdVVTiOHXYdO+w+dshz/JD3+CHf8UP+44cCJw8FTh4Knf46dPrr5tNft5z+uuX0162ROBORltNfN5/+GrxO46mvAycPBY4f8h8/5AWcPnr1yKF9mzeOe+YJp8sdbGoRqt6x746dP3/B7XInjl2vfP2oMtvOeh7wNpDqcYkdGnJH6Lgwj4TCV0jqipHtsUpXyNZhST0M8DhFQwg6aX0x7wRdIQVtj5fhgTN5bmcopg3FlKGIMj76het6Nnb7/vu/i3iex8eq3rPOfffbVVyq5yF/eJtL9f7zDnO8tnek9ZND2OSI8fsrm9hFT+AYPnZdPXYxFEHtFSV2wnX4uMVTuHdIy8tNg+/S1Fr11QT2bDMb1CGr43xOIknbV4nWz6s8OB57Dzi7tuIA6By3v7LxYh6afgGA6Z1EIpGsugQW0jvHlnXH77/e2OQPXliBOsbsuen1Bz1ggZV6dvG8+lqXt8ZZX+3wViO9qHJ4q+o8VXUe9t/WwruWRZU8vqx0IsZjJe/h2t6jtrcHEb6urb3yUNdV7nIZN8qgvQdXPfaqu1zG7dqEXNEbpkWfcfxzEr5OOF/XEj4e/ISPFT7wj0l+AdcTbnvVDle9P7Bj125DzuKp02dMmTZjKmA6j2nTZ0ybPhMyA2fWtBmzpkdi5uxwZnSeNx7/7YR/h0z8j99OfOx/TXrsnyc9/r8nP/G/pzz5L1Oe+tepT/1u2tO/m/bMv09/9t9nPvsfM3s/NrP3YzN7Pz6r9+MzWZ6Djem9H5/B353e+/FpvR+b+uxjU575j8lP//ukp36X/tTvJj75rxOe+D/jH/+XcY/987jH/nlh3yc+fn1asLHJGwgKPM/jD0qqvE3VvpZ79+4ljl2vnHdUqS4ktEWErohVPQJVVHmqB9UNHeUoInVFsG6rKyR1fJ/rjOpBb+PXZAWqJyzXIh612PRsvO2pp58RUz0fxOt3ev2J92/aXb/nBXv36R/v09/fZqyOp9KvryLuFEVeQhnWcJta4N0yBFzIk0okafsqRBY0Fl0hOcr5nSUEJtjmmvHboEW9SW7Yynn4+nk4/Jvh+oNN2GyMBpevAd36zFfn5sZBVzm9lXXuSoe7ss5T5fCi7wN3lcNTVecR3rUM97yIkhdF9TqWvIcb7P3ShE9U9WJfheSnnJDbYbYXfdAem3vFKHwdFq8jXW+UdZUf8BYaouHlo1p7pUvC9yAJX0xj+AQ3UcRmZviq2U8kB0/1kO3BAm55jaOixun0+kMtrW3ttwXcEnIHcptHO4+77bfvtt+B3I6Fu+Hcw7nTde5H5F5kor5meJ4HVe/Dw5ezPr3AqZ4Gqh6JSrGktojQ8AyP0NmBtxH6QtJQROgLSX0RiYyN1BUKjJCN5XCr45Vfw2DFTqhxbNrHBnh84XvUVtOzCTfF4EVhqufj4fU7vf7ftm/KKlX//T4FuH+PdgX+308qxgyq+1R590bcj1X/1rQB3AYXvwGu8MZo0K5ahQvatd5qMq2RoskTZbHcxCzG8yPfEhdmeJfysEivlaNZbJ3kJgGc9jWEBEDhA+7ra0CeFwh64I0xwA3QfHUeX40LLWEFSiQOTyX87nEjt3BX1rqxhM8bIQnoUFY6keT9RLb3qO2ty7ZX+cATcrs8RaMbb4/b4Q3TunFd5VhW2osyGaXLtveobpjWTcLXbRN1w22vWpDwcQVc7CbayPbYeA9L9aDtldc4oPbVOitrnRU1zopaZ2WtC4BunguWa/FUOzzVDk+N01vj9Na4vDUub62rvtZVX+uur3XX10F8Do8PjGxxwHFEAR6CO7P7Ai5fwM3RgBPmVY0CvAFxwkrMfBrEifRqOCKqV17ls11z3btzF4zV44bc6YpBNZbEpkeg3A7JHCZ8gLCsDoR5wtCOCvM8vvmJ1GRpfRFtLKaNRbShiDEW0wZkeOBkY8mjVpqeTXxTClXPJ4LY8ivu+gDA42vw+Bo8/gavP+gNBGG2h2yPl+01A4tqa8IINccSv8V0u7OQgGYBAnuDk2fDJ1WwMhfkEI/x8CQv0AinX+Cw8229gaCXXUXPCz2v1l1f4wKS56lyuCvq3BU14APUXV7rKqtxlte6KmrdlbXuSuyriPsOgPIXi+R5Kh3uLhhej+2J2l646nVhamp3ravcXWuvxFLlfMApGqK2F32hmc4O2osS7HVoe49c9brL+WIv6VZjwlftrIfCh4brgUlg4K0rHR6Q7QHbq6h1IZxsvAdsrwLYXg1me7jwwTWZke05xW3P4eFsD33pCG0vXPhEbc/jC3p8XbQ9sTGFHdheF1Wv3Xrj7pWqu6GWcNVDo+7wgXdFXKqnK4RJnr5IRPUMxWzwRobndmGlWCBtyAg5w2PAo7GEMhSD2bKUsZDKKaR7psf+EjYydZkyGVc9Mc+LwfbcmO3VNzTilVxc+KDzCbOx1sam6DXT1kaRO892hFj8JlJ4RTQAhOFcC1uKbWhkZQ76nB8HjQsGbueDf/aN4AZonjDJQyvnQc+rdLgral0V4CunxgU8r6wGftGW17or6jw81avjiE1Q3IiuSF5PGbcbVS+WoCvSBNXocVenyriCYW2CQXuik1W7Nm4vuuB26oZpD7KusqjO/nymaMQsfN2c8OF3zWZtr5qbhFsPp4ixKy45PKznoeF6kWzP0aHt4fEetD1M+JDt+Ry85SAiZ3s822sQZns/J9sTUT2XrzHY1Hbnzt2kcRuI+cdIDarbcgC9KyTZ6bGgaGvgGR4cVGcookCN1VhMGYpIVGml9PA0Ep4GgzrKUATyOVCcpQ3FtKGENhTThiLKWEQbiihjMZ0DcrtiylhI5xSBx0ftMD1bxxs9eQOZukyRnIFUL7LnRVA9V70f/IEB23Nj2V648AWQMDWEmoNi5c5IEhZsagmGIh/CRU1c17DgLYTrWlgIF4SIzu3yQViNQ8C/eWh1YUNuG+B9z5DkOdwozHN6q8HnZp2rvNZVwda/qp1lNU7wLVtW7SyrcZXVuMqB8IFPWFTMjc2W3AK6IHk9UzTCbS9c+GK5W1ok9enG+Rkxrr0iGn1FGrQXXfWil3EjCW7s6yp3bd5x9EF7j3xd5Z+J8ME2P97jF3Drq5317Ii9yjqPINVDg/ZgJbe82gEKuGC3UmB7tTzbq8KyPU718HivI9sTql5k4RPL9mIUPtH5wtGEL5ZgTyB8khpvMBBquX3nDlQ9WLQtJjHhIwxFhL6E1JfAHn0JpS+m9MWUsZgyFpMGLKUzFMEeYzFM74wQOqeENBSRxmLKUEwZiuicEiR5/FIsXCSliMoponOKKGMRUD0GvQid0zMg75ex0VPyydRlyhhVryPbc4XHe4FGIHy+YMgfDIHp8cil8Jnw0KXCJKw50NgcCCJEjzY2Bxqb/TjCafaR5uQDQj5AQ4ifxnGBXD3+x4mtby64rQ26m22Q94mDPo/QbW3ra11CyauodZXXAKVzllU5SqvqblY7SqvqblY5blY7b0Lzc5XXQh2sqHFVRvo2iip5FXUsD6R6PbaHC5/A9jo1NTX62ivdVcbt1ITcLg/ai3LVHU5AjnS93VvGFZ2i8QhvmNYdzvdwhQ9fxRNOEQOfWvBXxKvhltc4cNsrr3awUV9ljVMofND23ALb4wkftD3fg9leWLAnFD6h6nWX7XW2kiupDzS1trbdvYtSPX0xpSvhqZ6+hKd6+mJCV0zii6EYikCVlgRhnrGYNBTRRk7ySGMxlVNM55RQWCfythKaOwTyvOJFWdnabfsftaj0bA+0MXM+pyd3UvWiCR9ue1D4vP6gN8AJU32g0RcI+QKh+gZcrRp5sO4VZmCQYGTCT0Yvi3sbDhI4CPbXHmQ/FNwQ+GHhYkGrH7Owvw0w2aLODaivc9fXsnNsUe0VfESW1zrLwfdilaO0ygEkD3z9lMIeJ+gXnREZwZbCY7xwfn6q9wsUvtizvehrr3RYxo0l2+ua6nV4e9yHdMM0QZbZtXWVu1DG7XDG8c/c9sSEr8tj+MRszyms54ICLpqcAdYEAAvseSrq3BW14JfGs72y6rqyagdbzwUNsXgP2l6101Pt9ETO9jDb84rYnrjqQdsTK+PybE9E9aLYXqeKuZ1TvXMXt3//9/v3799PGrdBueAYaSghDSWEoYQwFBN6WKglDIWUsZjUF5P6ItJQAmQOhnkGVK41ciEfaSgm0S6Tc5nJKaFzSpjFl1m3o3KKmcWXmcUldE4RnVPELC6hc0rAaVROSfHly49aVHq2B92YOZ9Tk/Op1OXYWL0uqh77jy38zwwmfP6gxxf0+tgAjL+WplhIxqmYH8J/iljYFhCeI0zdfAKEf/+Yw2HqxgIukwXcphbHzQMb+OytgSseo8kTte5yYHggyat2AMkrraorraorrayF34WVdTeg7dXBhA/Uc0ElN+IXUiyS9zMO9v5LqF6MldyuLbPXtRumRSnjPuzb43Y4ITd6GbfDKRpdXnsl0hyUX4TtPSThC7e9amy4HpqB66lAaylXwM8itoALPM8BbI9L+GoccJaGQPjAnNw6d5XDzdmei297mPCxQ/ecDyZ8D9f2Al20PcnBA3vqamvu37+fNH6DcsExQl8MbA86H9rlarVc0Ra1+apHGYtZ1QOGx0DDgzJHLy6hcoqZnBImp2fa7H/ZjZnzOT0ln+yC6vH/0vjz4YUlXVd9wF3f4KlvQHYlDMlE/tXFlzO3CA0ef9CNE3YCZ2/14bACFw5cbsbB4XO4fQ7c5Fw+/GOI9TnO6iCeKuBbaKmUylpuskVZlaOM/fJDkge/9SvrrlfUXoe2Vws8D4R8N9lxeyLfRm6ODiTv5217j9reuiZ8XbC9zt4wLXwQW6RBe92yrvIjvz1uhxfbqXnHkcq47ByUR3573J+D8FU566sw4atyeqtdsAdGeuD/+ToofHCtADC8pIYbrgdSvbLqOk74kO0J4r3KMNurDs/2ROI9f3i8F1H1RIq5wRhtL0z4Qg/P9iTnCyvOF1ZdqWpIGr+RWHCc1BWjYK+YNJRQxsuksYQ0XhbIHFaE5VVmSUN4fbaEzimhjSXCnp/W80Kh0E/5dj2bau7nzLRN1JjlyiGwgOuIXfWQ7Tl4ViQ+ks9d3+AOk63oiD2F/1xeFVX8xUVlDk/mWOrYlM4NJsYigMyxwDIHdvNZwfp2cEqsmxu2DKbTAr2rCV+HovYGAHztYdxAh0pRvHcjzPbQv6ddPM/r2PB6yrg/heoJ1CeWG8V2+YZpXVM90VkagkF70XOvblx7JfySY7kRcDfeHpfV2V9QsBdV+GJ1PoHwVWHCB27GU+0CDaHtVdS6y2tdbA23DE7FcLKSd7Oq7mZVHW/0HrI9TvjAKn117qo6N5iQC23PFRbvAdVz++rcaL09vu118LUiUswVCF+Mthez8HVW9d56d836Tz4/fqFIoHocxhLSWEIZi6kcVuOwUXc5xRSoyRqLqRyubgvFbvFlWLc1ltDGR+N5R8oaS1zNP9nb9WxgU839nJ6a36HqtbTdarvVHk7rrdvhtP2UtEc7KvbjtUPaOFoicgvQzNIaDndbtqbWCOv88Rfz49+Ho4W98YYIzXBdGLTLPTHUDJcM5N1TJPwHaI2dGBasjoDYr+W/I+A3CdsR/08Qru+ILQwk8v8Au3AjXL6RncDe2ATAZo6HBPgbGkXxBcIJYjT6AvBM8DoNjU0Njc3BUDP4kULNrbGtgtmVq45wvV25UrHL5MAvMNDY1NDYBN4Rrf0Z/sf16P8H+yngPu7axbjV3NbOf0qk/+6tgg+9ppZW0NnU3Mr7xbJwn6XcT4I+hHmfzNynN/oOEvleiMidcCLdwCMqd3Hao3Pnbvudu4JXaGu/ww06QrYnOW+7WFXvcvg9UPVYw9OXkIbLpKGEzCkhudCuiNU4CoR5OSXkYqh65OIScnEJtfgytbiEApKHVI/JuQzMD5R0H6pk/P0fPwq4d//7h/qOPZtg+/XCfaq5n9NTNlJjlhNDMlnVc4R53u6CvZlqbQ899NBDDz308ODs2fcVtL0AZ3uSY0c+Orgn11nzHat6lJGN9C5TxhJ8wRQeOdDtoPahSRXUHy9Tiy9Tiy/TCCqnhM7hzO9Re0jP9rC2X+tP/Vp75H9o/tZr/l7V3M+ZqfnhqofbXtut9ky1trVn69l6tp6tZ+vZerbu2DLV2lu3MdXzN3oDjZL8dVmfbNLbzLsVafms6oEhehQaokcaS+icy5TxMp1zmc65DAq4ZA4b48FHVvVgtvdHHvQfH7rq3eFvD++NejbR7de6U7/WHvmN+vCv5u/t9doOZpq46rHC16N6PVvP1rP1bD1bz9aNm4jq+Rsln202bPtYf+bkp0njNxILT5DGy6TxMmkooXOuwDF5OSWU8Qpl/P/ZO+/4Ju77/9tkkaAtWfMkGUgJaUZnkjZp2vSbfru+aZvR7EXbBEgghLBsA95DsixrWZJtIAmkoUkLgQxGgOy0aRa2bGvdlPEe8h4QID9+f3zuTidZNraRB/B5Pl4PP06n00kiFX729f6cqOKvreavrRasreavreavq+KtOzpv7de8dVW8dUfBT9bqeOvpbcEG1vOqBRuqwfZUSAbWFg539wwPDx8/fnwqzg85K7J1H8leOCJffSBl5V7J01D1IBAIBAKZbqJUjxG+pOeW3mUvePLDIzvm3mO9aunBeWuP8tZW89ZWC9YeZS6/APVeFX+dB9zFW1vNX+fhrTnKW3eUD6xuTRVvRI3HW3eUVT3+hqqpVr2pOC1k/EjXfyRdc0S+5qBsxR7xU/8QL3lZBAa4v4ires2hxmaoehAIBAKBJJA4qtfWmZS36dGd29Z++d835t5tu2rpu/PWHuWtqeKtreatPQrCX3dUsKFq3pqj/HVVvLVHeeuqeGur+Os8/LWgzzvKW/c1b201f101f101b21Uq8dfXyXYUC3YUA1UD2SmnQQyJcg2fCxd+5587QHpyj2ip18TLnlZEF/1mtlA1YNAIBAIJIHEV72/Pv4bh/GpLz7bNfce+7xlh3lrq3nrjvLWfg1GtHxmMstY3VH+uqPz1lbx11Uxo1vQ7VXNW1fFX+fhr69m9S5+1kPVuzCRbfhYtu59+dqDkpV7RE+/LvrLdsFDDv5dOdGq18xNL1Q9CAQCgUASR3zV+/uOsrfffsXv/2zuPTbe8kPzIhdbVPHWV/HWH6Urug3gJnc+Gz2x3RB1BYaQdju62OMzG8I0z0w7CWRKkG34WLbuvZQ1B6Ur94qWAtUr4/0h5ypG9aiGZqh6EAgEAoFMHfFVb8/73qa23uPHh+febZu3/BAY0cZcYMEDqrehmr+hmre+ig9W3aWByWw1f32VIM3DHdGCCzK4ZZ4wrVqY5oED3AsY2YaP5Rvek71wQLJir3jp66K/bBc+HFG9E1OnelWGm5NuNlT19vbuWpK0ZFcCPinnzux5JRAIBAK5iHhm5aqBweFY1fvgK7Kta+DEiRNz76YHuPNGXmOxge7zeBuq+Buq+BuqeRuqeGlVgnQPED5BuofeTqsWpnsEadWCtGo+LXkeIHlgA7Z6FyopaZ8o0t6XvXBAuvJN8bLXRX/ZLnqkjP+HbK7qxdjepFSvynBzUoSbDVXToXpVhpujTz1iRzRQ9SAQCAQyAwDVa26L+jfTkubeY597j33uPY6rHnll3rMf89d5eGuqo748ZUMVP60aSB5vQxU/rZpRvWoeo3r8tGo+2E73CNI8wnSPgBNhmkfAsb2ZdhLIlJCS9m/5hijVEz7s4P8xe94dUarHtb1Jq94oGgVVDwKBQCAXNazqcW0vad6yQ7zlh+ctPzTv2Q8Ea77kr6/mrasGV1fw0qr4adX8NA9/fTV/g4e/wcNb7+Fv8PDTqkF4G6qA4fHTGckDVpdeJUivEmZUg4g2eui2L71amAFV78IkJe0TRdqHstUHJSvelCz7l/ivO0SPlPH/mD3vjuUxqscKH1Q9CAQCgUASSHzV46338Nd7eEzmravmracvpGWVjp9WPS+tmhcxPHpDmFEjyKgRpHuE6TWCdLDhEWbUsJIXsT0gfBnVwgy4Vu/CJCX9Y2U81btqqlUvsoMrWLuWcGa85/zZGVv1Rj4X+0rAcZEDoABCIBAIZOrgqh4rfEnsTJafVg1mtXRdt56e2/LSqvkbPPw0jyDNw99QLUijl+IJ0j3CjJqoQW1GDaN6NVzJizjfRo9gk0e40SPI8Ag2eQQbofZdOMgzPlGmfSRb/a505VtA9YSPOHh/zLlqxAD33FWPu1QvnurtWhIRvLP0b5N40mhti/tcUaoXEbxdS6DsQSAQCGTqGE31qqNUL91Dt3cbqgVpHn6ah59ew99Qw99QI0ir5W+oEayvAZ4XEyFo9TJqhBk1grSoPk+wsVq4sVqYUS3Y6BFsispM+wlkZgC2N1WtXqRES1SxN/qTxn+umFZv9PNAIBAIBJI4nlm5qj9a9ZrbwknsiFZAr7rz8NKYy2kj19XSrZ4gjb7MNiJ5wO3SPYL0ajDAFaR7hBkesEQP2J5gEz26jfE8qHoXLVRDM9XQNIWql4ip7bieNP5zQdWDQCAQyAwAVK9ppOrRSseIHS+9mpfumZfu4aV5+OkefrqHv9HDy/DwM2r4GTW89Bo+e3wGvTgP9Hn0HjDA3egRZFQLNlYLNnoEwPmYSo+/sVqwySPc5BFurplp5YDMDFRDE9XQ1NvXPzVr9aIGpbuWnLtcjf2kI58reoDL3B11AwKBQCCQRMOqHkhUq8dL94ALLwRp1fPSq3npHn5GDS/Dw0v38DM8/I3VvAwPf2MtY3seXrqHv9HD31gtzKgRbaxl1+2JNtayqgeUTpDhEWys5W+soW9u8gg31UDVu8iZYtWLWlyXCLca87KMOM8V3eotgVdlQCAQCGQ6YP61jDDX9pL46R5+moeXXjMvrZqu6zJqeIztsRFsrBWwGxur+RurwTZ/Y7VgU7VgYw03wo0eIS12teAw4SavYKNHuLlGlFkj3Fwj2OQRbq6BqnfRcg6qd34BJ7YQCAQCmT44/zBaxPaSeOm1vLQaoHq8dM+89GrQ2wk21nJsr5afUcNRPY9gE7O9uUaw2QPsDQicYJMHXH4hyqwVbASeVyfcVCfYWAv0TpQZ2Zhp5YDMDFD1IBAIBAJJONH/Bm5E9Tzc8NNreOmRJi+q2KN3evgbawUbaxmHo8VOuKkGCJxwc40A9HaZtQJwc1ONcFMtc2+taHMtK3wzrRyQmQGqHgQCgUAgCSda9WjhS+Iuv2NUzxOlehtrOdoHvg+vVpBRI9gEVK8WdHu0yWUyG5s8wsxaYWatMLMm8nMzSI0osxZkppUDMjNcNKoHgUAgEMj0EU/1OpPmPfbSVY++dNVjL817ehdvxSE6f9s177GXeI+9zHv85XmPvzzvsZd5T+/mrTwkWP9f/kYww61lVK9OsKlOsLlGsLlGtLlOuLmWWYdXJ9jkEWbWMKpXK8ysFWbVirLqhJm1Aqh6FzdQ9SAQCAQCSTjxVe/gmTNnGrwHG87gu7de+cfCK/9Y+PPd4TMNH9z+82fn/vylg8zvZnz31qsecPCWviFc/1/BxjpW9QSb6gSbvUD16PYOlHabvYJNHlFWrSirTpRVJwQ/M2tFWXXCrFphVh0c4F60AM+DqgeBQCAQSGKJr3rLb3788psfvzzn6zPH3v7Z9+++/Pur7fVnDmbceWlqzsEzx+z33nnZ4jsvXbzUXn/mYOGKqx5wCJ47BFRPuKlOuLlOsLlWsJk7qK0Vbq4RbqoVba4T0vJXJ8qqE2XWirLqRGA7q06UVSfOrhVl14qz6wTL35hp94BME6GGJm6g6kEgEAgEkkDiq95li++8/Ht3X/5968EzDbbfLL7kf8rxMx8sE2kueeZQzO9p/B9FVz3gEKw6LNhcx0mNYHMNR/jqhJm1os11YD4rZN0usxZUenSyvaLsGlFOrTinVvRC7BNBLjDYfwM31BiVSf1rGRAIBAKBQOLzzMpVA4NDzW2d3CRdorz2ssW/umzxr5YdPoPbbr3VhuO2W5OTk5OWHjiD225NSppzpfASMXJZ6s2XLb7zilueuOpPRbwntvOe3MF7cgfvye28J1/mPfESf9luwfOHhGn/FUYrHW1+0aoHVuyJs72i7Fpxxn8Fz+yeaRWBTCHz/udZVvVibK+3D6oeBAKBQCAJ45mVqwaGhprbO7lJumzxnXN/sXLuL1Zc+odXcPzAARy33XrJnCuFl1y18sCZMweWXgJUb9l7Hy9LvenS+17Dz7TYn1ox96lD+JlW+1MrrgIbzxfynnxZ8PwR9goMdmUeWK4nzvKKs71gJ6t64myvOONzwTOfz7SNQKYK/j258+6MUj3W9qgGqHoQCAQCgSSSZ1auGhgabm4Pc5M09xfPXvWAY96DZZffvMlOnjnz7opLU28GPd+ld72CM7+zD+Y8ccVPnpj7xNuM4b2Ln2m1P/Us2HCsLuQv2S564UhkYptdJ872irJqRVm1omyvOKtOlFlL/8z2irMZ28v4QghbvQsRybJXhY+5+PfkzrtzRYzqsYGqB4FAIBBIAomvelf+sZD39Bu8pW9c+cfCK2554rLFd879xbNX/ib9yt9mzP3FiitueeLKO1Zc+Zv0eQ+WXfWnoit/m3HlbzOuvGPFlXesuPKOZ6+841mwPe/uQv6S7cLVh9m6TpRdJ8r2CrPqRPRNL3uXJMcrzmEOS/8cqt4MIv7bDun6w4k9p2zNPunKXeKlfxc97hLck8e7cyVUPQgEAoFApoH4qsd7Yjt/1WHec4d4T+646k+qv+TjAAAgAElEQVSFwOp4T27nPbkD6N1Vfyq86k+F8x50xKreL1nhWzHv7kLBX7YLnj8EDE+U7RXl1IlyvKIcrzC7TpztFed4xbk+MSt8OcD5fJKML0TP7E2sakDGZt6dK3h3ruTduUL456LEnlmx6ZOUDUdka/ZJV+6WLHtV+JiT/yeoehAIBAKBTBPgCtwRqrfqMH/D54INnwueP8Jb+gZv6Rv8VYcFG74QpH0heP4If9kecO0Ff9keEMGyvbwnt/OXbOf/ZQd/yQ7+ku38JduFz+wRrj4szPhclOONVj0fED4gduJs8DUrPnGOV5zrFef4xNleScYXiRUOSAyix1zCx5zCR8vET+2QPP2K6Kkdkqd2JPD8yvyjypwv5Zn/jVE90RNuwb1Q9SAQCAQCmSbiq54gy8vPrBMyP4VZXkFWrSCrTpDlFWb7hFleYSaTLK8wsxZ8N54YtHdZ3sjFtlm1ohyvMDuid5z4RDleSa5PnMMk1yvK8UlyfZIcnyTHl0DtgHCRPL1D8tR22XN7ZOsPp2R+IS/0ygv8CTw/UlynM9Yo86uUuV9Fqd5zbwDVE96bD9bqffPNyVBDMxvqWDN1DKoeBAKBQCCJhP1evSjVE2bVCbPrhNlefmatIKtWmOUVZtN7hNleIH/CLK8oyyekvyGP+eaUTPY7U+rE2VFuJ45s+MS5sZHk+UR5XkmeT5Lnk+T6xDneBMoHBCB5egcb2ao9sg1HEnt+tdGvMni1pjrEUKPIq1LmfqnI+pxVPcnK3ZLlO0WPuwT35vN+xV6W0cRee0u3ehP6Xr0qw81JHJbsmsoPCwQCgUAg5x/cr1Dmqp5XmO0TZHkjNV52nTCnDiyzE+Z4+dl1wuw6ca6P/vfNsutEOV76a5DZg7O5BZ4PqJ441yei9c4rzvMzqlcHIsnzgojzoOolEnmhV1Hkkxd6QabiKVRGr7rYrzZ6dSVetcGryP+aVr3NnzKt3m7J8p2iJ92C+/LncQa4ocYWqiGSCbR6u5YkJSUlJd1sqOrtZa0P2h4EAoFAIBy4X6Hc0h4GSRJme4XZPhBG+GqF2bS9iXN9kZ+0zNWJmHuF2TGDWq841ycEG3kjyzy/JNcnyfNK83xA8qT5XuB8U6EjFyGKIh+I0uBXFCVyLC4v9CqLfMoin9LoVxq9qmKfutivKwnoLT6NsU5ZWKXIowe48rT3pC/skz73hnjZq0D1eL/irtWbnOrFUbtdSyLmB4FAIBAIpHfEVyi3dIRbOhjVoyu9bJ8w2yfK8Qpz6oTZdVyBA6onzPWK8iJL8YQ5XnFurOrRiad60jw/W+bRlR5UvUQA3E5R5FMUJVjyzpw5A86pNPiVBr/S6FcWe1XFPrXJpzcHdGavylCrLKxS5n8tz/pcsenTlLT3pGCtHtPqRateM1f4xq16oNOLKvGA/d1sMHDvYnZWsTUgZ9obvYd9FL0bNoQQCAQCOe8ZTfU409tsn4hVvZw6Ya5XmOsV5UZW4AnzfII8nzjXJ8rzCfO8wrw6UV7E5MA6PAmjepI8vzjPJ871x7R6I5NYNbmoUBh8CoOPVb0En7zIJy/0RTzP4FcZfSqTD6heqjWgNdGqpyr4WpH9hWJzRPWk0aoXfVlGC8h4VY9jcCP2xVW9XdwHAJdjjqQPZeUxjkVCIBAIBHJ+MvJ79Vo6upKY0S3o8/zCbB87vRXkeoV5PmGul16rB0q7HJ843y/M9wnzvaL8OnGeT5znF+b5RHk+cZ5fnOcX5flE+QFxnl+S55fk+sW5Pml+QJLnl+YHpPkBab6PjSTPC34mVlAuBhRGv8LgVxr9CqNfYUzkRbUAucEHnkLBSKTS4FcV+9QmP4imxDffGkRMXrWxTlXkUeV/pcj5r3zTJ/K092Vr9gPVEz9ZLvxzQUT1ONdkhBpbQo3jvywjyseqdu3atWuXIUrgYlTPMKLAS0pasiRK6uhTRu+EQCAQCOR8Jv5XKAtyfMIcL71iL8cnzAVjXK8w2yvI9grzfIJcryDHKwRNXq5PmOsT5vmE+T5Rvl+UTxueKN8vzPMJ83zigoAo3y8u8IvzfSCifOBzfkmeX1oQlOQHxPk+EW17fpCEm8oFjNIQUBoDCoNPaQwoiwMJP7/C6FMafKAsVBT5FAa/yhhQGgOq4oDaFFSb/JoSv9rkR0p8qdaAxuTVFHtVhdWqgq+VuZ8rNn9Kq96qPdLlO8VPuqNVL7JKL9TYEmpsGbfqcdfqRV2Iu2RXtAUC1VuyJN5VGzH9HWeeC00PAoFAIBcEQPXYCzLoyzIEuT5Brpef7RVk+0Q5PkGuV5jjE+b4BDn+iNjl+UT57IYfJHKTs1NcEBAXBET5AXGBX1zgExf4RAVecYFfXBAAB4sLfJJ8cE2GT5rvl+T5JXnwe/VmBUpDQGnwK4x+uSEysVUWBziqFwCqpykJ6C2BVEtAY/KqjXXKwiplwdfK3M+VWf+Wp70vW3tAumqvdPlOyZIK4X0FvP9lB7gtbOobW+obW/rG/2Ur0VfgctbXMePZql7WApkBLr03eoAb0TrG9eC1HRAIBAK5QIivesJcnyDXK8j1CZiLZ4Wgw8v1g7V6wjyfKI8WuyjbAxsFfnEBXfKJ8wPCPJ+4wCdmVE8Cfhb6JYUBSaFfUugXF3BHt8D2oOrNJMDkFEa/qjigNIILLwKRxXnFAVWxX1UcUJX41SW06iElgfmWgN4cUBd7NcVeVVG1Kv+oMucLReYn8vT3Utbtl67aI33mH+Ino1WvsSUmE1C93hHfq8cWciMut7jZUBV7dEQKOQ1evCWAEAgEAoGcv9Cq1xHmJkmY5xPkeWmNy/WKcmi9A/sFuV5hbpTnMeVcABR7ony/KN8bq3oFPrrVK/SJC/ys5IENSYFfUuCTFPik+T5ZgV+aD1VvBlAZAypTUGUKKosDquKgsjjAFHh+VXFAAYTP6FcC1TMF1CW07WlKAkiJf74loDX7OapXpcz5UpH5iTz9SMq6fdLn90if/Yd4SYXwvgL+/z43OdXrQq6GuRgynX8JQiAQyIVNfNUTMKrHzGSZyWyenynzAozS+UT5fiEzq6VT4Ge6PTC69YkKfKJ8L3A7cSGtd9IiutWTgA3mJ9g/09pzcaE0+pWmIFjqpzQFgOTFRFHsZ7dVpoDK5AfRmANIKaqzBFJtfsTsVxf71EavqqhaVfC1Iue/iqx/yzM+SFl/UPb8XumKf4j/Ui78c0T16htbYwJVD6YLqh4EAoEkDqB6rR1d3CSBy2wFOT5RXoCRPJ8QXGmR7xPFiN0I1WOuwwiKCwKSQr+40Ccq9IkKfWK6xguwqieN6J0/sm0ISIoSf20BJC4qU1BlBPYWVJmCSlOQLfbAznjaF1SZguqSoLokoC4JaMxBjTmoswbn2wKIOag2+eOr3uq90md3Sv5SLrw/nw8GuCdjVO/sa/VmXEFgpifT+HcgBAKBXOAwa/W6Wto5qsdIm48dyAoZpRPm+0UFAVFBQMRuROKXFATEbAr94gK/qMAvKQxKivziosjiPK7nSYsCUmNQaghKDQGwc6bl5+JCbQoqi4Oq4qDKGIwMbU1BpYmVvwBXAYHkqYqDalMAqB5iDiCl/vmOoN4a1JiDapNPU+xVGzyqgq+VOV8qsv4jz/hAtu6AbPVe6bP/kPylQvjnQh5o9U6erG9qZdICMvYVuFwV8AfQI+9/suuNd2AumLD/fWf8lcDAnHuOvP8JHmqZxl/oEEh8mAFuF0hE9aKvq+UYHut5+X5RQUBcEAR3iQsD4iK/uNAvLvRLCoKSwqC40C8uCEgKg5LCoKTQD9bnsUNb1vNkBlb1gjOtPRcjKlOAXpkHNI6jdCpTUG1ClaZAZGcJqjIF1SWoqiQIluipSwKIOagrDS4sw3SWAFKKakr8GpNPZfCoCo4qcr9UZP1HEWn1/iH5S4Xw/kL+r1cB1TvW3HqsKZL6pta+/sFxql5DY0d7uHem//wgiYT97zvTLwQCSQDt4d7RVM9ms6Wlpa2GrF6dlpZms9nGNpWDRz7Yu+/gG2/vh9m77+DBIx9MQvUGYwa4nV1JwjyfqMAvYPo8IHPC/IAQrMNjKj1xYVBcEATyR6seaO+KAmDhnbjQLylCxZwyLypFAZkhKDUEJMaAxBCQGqHqzQCqkoCCmd6Opnq04dGSh6pLAmoTUL2gxhxEzEG9Bb26DAeqh5QEkIjqfa7M+o9844d0q7fiNUb16FavobmN63kTVb2Z/sODJBioepBZy4kTJxobG1tbW7u6uno49Pb2gp8sfX19/f39HR0dZ86ciat6BqPRbre3tbWdhpw+3dbWZrfbDUbjaH/tv7X/3Y8+/ayvv3+mX+msoK+//6NPP3tr/7vnqnodXUnMRbUBYZTq+RmrCwrzA2ApnrgwKC4MigsDkqKAxBBgPY/RvoDEQGuftMjPLMsLSiM7A5KigMQYkBqCUPWmE1DOqUsCKnNQZfKrS4IqU1BjxlSmoKo4qCoOqExBdUlAVRJQl6DM3BYFfR4wPI05qCkJIqUoUhqcb0NTbai2NMiqntpYoy6sUuXTA9yU9QdSXhipeqcaWtqONbcda26lA1Xv4gaqHmTWkkDVW79+fUdHx8mTJ/sh/f0nT57s6OhYv379aH/t73nnQH//wKlTpwYhg4OnTp3q7x/Y886BiarewNBwa2dXa2c3G6B6tNgJwVeogAsyCgKiAr+4MCgsoFVPVBCQFKHA58RFfrHBD5wPaB+teoagxBBgtgNSYxBsSAy04bFr9Wb6s3wRoS5BlSUoaOaUJX6VOUhbHTOiBVddcFUPDHBpyeOontYaWOjA9FZG9cx+xOQFqqfM+wIMcOUbGNX7ayVngHuqsaW9obmtAdheE1S9ix2oepBZSwJVb/Xq1adPn55pxZpFnD59evXq1aP9tf/G2/tPnz4904o1izh9+vQbb++fqOoN0qoXsb0k7iUXYmZcK8wPsKonyg+ICgPiwqCoMCAuDIgNAXER3e2JDX7W5OgYA2JDQGxkrM4YlBiD0mJUAjyvmN4pg2v1pguVKagyoyozmMYGVeaA0hzUmMEVtaiatj36Alt1CaoGl2KYUZUZVQPDMwcRcxApDWrMQa01sMCO6iwoUhqgVa/EqzLWqAurFLmfK7P+rdj4gXzDgZQ1b0pXvCb56xbRA0VA9U6ePNXY0t7Y0t7Q3N7Q3H6sue1Yc1vfwJSoHvvFyVP3pzqe1zClZ57Zd5cQoOpBZi2JVb1Tp071QRhOnToFVW/8TF71OrraOkG62zq7k8CUlm31BAV+MKUVFQREBUFxUVBUEBTRo9uguMgvNgTEMXoHyjxjENR4YmMQqJ6sGJUag5JiVFKMSovpm7JiENjqTS0qoG7moMaMqUtQtSWoNKMqM6YqDapLAmoz/bUpKkb46JgxRgcDqtKguhTVmINIKYaYg0hpQGvBUm3ofDumtQQRix8pRRFzADH5VKZa0Oqpsv6j2PghaPVkK16X/LVSzFW91o7G1vaGFpC2hilTPcDkZGg8j0qUZp3LK+Q+9jzVPqh6kFkLVL2pA6rehJis6h1v7exu42SE6hUGxAWM2BVGVI++GmNEjSc1BkFjFzWxZSo9WTEqK0altOShMiMKVC/FhM70Z/lCRmlG1aWYoiSgNjMOZ0FVpZjKjKpKg+pSeiarLg3S5ge+M68kqDGjQARVJQGNOai1YJrSIGLBkFIUsQS0Fmy+HZvvQLWWILgJrsBVm+qA6imz/6Pc+KF8wwHpC3tlK/4h/VuF+AF6rd7Jk6eaWjuaWjsaW9sbW9rOU9Xjata5C9ZEzzDyn4Wb3HlmCVD1ILOWhKvehH5VX9hA1ZsQk271aMkL00kCGicqDAqLgsIiVFgUFBWi4qKguAhlIymiTS6O6jF6J+UMbUGZJ6U9LzK6TSnGZMXBlGJUZoID3ClBVYqpLLiqFFOVgp+o2oyqzajagqotmKYUU1mCqlI6aktQbUHVpSgo+dTmgLo0qC4Fq/oCGjOqMQc1pUGNFdNZMa01qLUGFziwVHtQaw0iFhS0etqSgNJYqyyqUhR8qcj5TL75w5S0g7I1e2WrXpf8rUL0QAH/N89dd/0NJ0+damnvbG4DtgfS3j84NAnVG+k67E7uH8VIAYp7TIwznXXyO/5jxvOC476eMc58ZoRozoZp9eSAqgeZtYymel1dXZ2dnV1dXexfU1D1JgpUvQlxDqpHj27bw93t4e4keqFeESoyoMKioKAwIDSgIm6KAiJDQGQICIv84uhleTF6J41eoicpRmUjIjUFpaagxIRKTEFpCez2EoPagqotqNqKqi2oygI6vMhPpTmgKsWV5oDaHFRbUFb1lOYgUEC1BdVYUHUpuBdV0ZdigOktilgxnQ3V2dBUO3q1k0i1YzobiliCWiuqsQQ1Zr/aWKsyVCsKvlLkfKbI/FCeflC25k3ZqtclT1WKHixkVa+5vbO5rbO5rZOu91ra+wcmqXoxbz9uvzWa+Y2xEffkI59r/EJ2jq9wtNOeVWrPC6DqQWYtcVUvHA53dnZu2rSJa3tQ9SYKVL0JMekBLju6ZVSvKAgiLAqKDChwPpEBFRahYgMmMqAiQ1BkCIiZRXhiY+QmUECJEZUYAjJjUGIMig3ByLi2GE0xYbJiVGbCUooxsC0xoVJTUFqCgkzzB1hRgk/zM041GiumtqAaKwY2VKVBtZWWOY0VU9M7UbUFV5UGVRYUHMaNCnR77M3SoNqCakoxjRkDM1ytBdPZgjobtsCJLXTS2qezBbXWoMYS0Jj9muJadWGVuuArVc5nqs0fKtIOyte8KX3uNUb1VgHVa+3oaukINzPdXlNrx+RavTPjrs1GPuSsc8+z1nVnRvGtsc+TENVLGsF4XvOsBaoeZNYyUvWA561duzY7O9vhcLC2N07V64EwQNWbEJNUveHjYG4LPK8j3JMkKgoAyaNVz4CKDUGRISAsCogMQbERmF8A6J2kGOU6nzhy1QUqYW5KmdFtJCZMZsKkpqDUhEpMqMyMSUswWQkmncYxrqIUU5gvtBKRNjwrprFiGmu0ugGlK0XVjN6NkDxMbcFUpVjMAbTqWTCNBUOsmNaGIxZMZwvo7djVbnyhk9DZMK0N1doxBKheaUBdXKsurFIWfKXK/Uyx+UNF2kHFmjdTVr0ueWqL6MEi/m9XXXf9DadOnW7r7Grt6GppD7e0dwLhm7TqASYkbWN0gWfdee7HwFZvJFD1ILOWGNUDnrd+/fri4uIdO3b861//eu2114DtQdWbKFD1JsSkW712xvPaw93t4Z4kUOBxh7ZiI0Y3dkbQ3gXExqC4GKVVj7E9IHmSYlRipDekJkxSjEpNKLtQD0iezIRJSzCpCWXLPBCZGZvpT/T5h8aKqW0oYsMZw8M0TKvHRm1B1TaM63YaG66xYmDCq7GgaksQrOdTW3AwwI0caUU1FkxtQRELqrVgOiuus2I6G5pqxxa5ifkOTGfHEBuqtaOIDdVYA5rSgMpUqymqVhR8pcz9jyKTs1bvqUrhg4UR1Qt3t3Z2tXaEW9rpbm8g0Wv1WBM66zGj7WF3nst/o5GtW8xrG+25zvrUoxWK5/6apx+oepBZS4zqdXZ2Wq3W7du3v/POO0eOHPnoo4/+/e9/f/jhh52dneNRvZMnT3ZBGE6ePAlVb/xMutVrD/dwk8S4HRatehh3UCuJp3riYmB7QYkRlRZjdKVnwqQmTGKKyB+dEixa8qDnTQy1jWnvLBitcVZMbUWjVM/CVT1cY8c5AoeprZjGhoEyjxvEhqktKGLDmVOhiAXT2nDEiiIWVGfFdVZUb8fnO/DvuPFUBwYkT2vHEBuqsQQ0liBQPWXhV8rc/yizPpSnH5Kve1u26nXJ01vED0VavfZwT3snsL2u1vZwS3vnwNA5tXqQ8xqoepBZS9xWbyRd42v1oOpxgao3ISanekPDoNXrae+iQ6se43kYx/ZQsQFMaQMSzugWOBxnGwNlHu12JZi0BJOaabGTlaBc1ZOZ6TIPet740VhRjRVV2zC1HdPYMI0F09hwUNTRqhep91gdRDU2XG3DQGj/s2EaGz23Bb0dZ/iLaSKqhyFWDLGhiB3T2jGtDdPZMb2duNpNXO3G9XZMV4Zq7RijekGgeiqDR130tTL3M2XWR/L0w/J1b6eMUL2OcE9HuKc93NPW2dXaEW7tCA8MDUPVu2iBqgeZtST2y1ag6nGBqjchzkH1ejrYdPUkMZVepNUTMqonMqJiI8oWe7TkFaNiIxqldyZMYkJlJWB6i8lomaOVjhvgecD5ZvqzPKvR2HA6tIdhGhuusWMaG47YMI0dR2w4YscQO063cXZcY8fVVkzDjG4RIHl2XG3DNXZ6W2PDwZEqG+2L3IV6CCOFiA1HbBjwOa0D1zswvQNb5CYWODGdHdfZcabVwzVWVGMJqkpq1UYP2+opMg7J173Jqp6AVb2ung7w/zA6u8G6PdjqcTnvJrDnCFQ9yKwl4aoXhjBA1ZsQ56J67eEe8Gu3o6snSVSMiU2Y2ISLTTitfcX0DFdixCVGDCzUkzDzWQmjelITJh2hejITLgXr80aoXkopnlKKpZTi53ulp7YSIAk/M/AwxEFo7LjGzggc63ZMNHZcY8VY1WOOxyMyB4yQKfaA6iE2XENvoxraAumnYAwP01iZc9pwnR3T2TFdGZZahs8vwxe5iQVlmM6B6e0EbYF2AqieuqROU+xRFn6lyv+MUb23Ula9Llu6NdLqnT7d2d0Xsb1wd1tH1yBs9Rjirhq8sIGqB5m1nN+q92XBTdHrlZ94fZS7bir4clpfWTg8/aqHvr+dy96vWhN59pineR9N9HknrXqs5HV29XZ29SaJizGxCRMVY6JiTGwiRMWYpBiVmFBRcVBcgklKMO6FF5JiVML0ecw6PHpDVsL0diW4tASXlmIyMyZlDc+Cp5Ti57XnaWykxkqqrYTalvhvbAHGxoZVN3qPndDYcY0DR+wE07oRwPkQB6G141o7hthxjQ2LnAFIoS2ijBo7rmGfwo4iDkxjwzQO+oS0INpxoHpaO6F14Fo7pnfieif2HTd5TTkx30HpylC9HQUWqLXjWhuKlAbVJV61qVpV9JUq77/KrI8UGQeVQPWe3ip+qEjwu+eB6oV7+jq7ezu7eju6ejrCPW3h7nNRvQvMjS6wtzMeoOpBZi0JV724S/2mhC+AzN1U8MWI268/kcS5K/bA6WJaVY/2PMbAYm4mktmreh1dPR3ddKuHiopRUTEqNoGGDwWSJy7BxCaO3plQSQkmLkHBVRdjqJ6MUb0UM13jyUrxFAshK8VkpefZN9uprDjo8DQ2cirOr7bhiA3X2oiI2DkIjR1HykhtxMwITtuHa+wEYic0NgyxE0gZoXXgiA1FygiNHYuSRRuOMIbH7QsjqufANA4CsWGg5EPshNZOIHZca8d1DlzrwHUOXO/EU53YNZXkonJifhmuL8P0Dlxvx3R2VGsntDYUKQ1oSrxqk0dt+FqV95ky6yPFxnfl696UP/9P6dNbxA8buKoX7u4Ld0eEb2j4+KS/V28q/ltM6ZnP+rxQ9SCQWcJ5q3q0vz3x+rjuAu43zbI3jarX+tXeKezxopltqncClHlskoDbiYpRUXFQbEKB54lNqNiESUowiYk2PBCpGZeYMakZk5iZws+ESmjVw5kvzMNTzLjMQg9tZWYMGF5KKS6z4DLL+aR6GhupsiV+UEufnLU3ZiyLOAiNndE7ruo5CMSBIw6cq4OIA0gboXMSiANFHITGjmnLSKSMjNieg9A48Ig+OgiNHdeWgcdiiANDHARix2hHjKgepnPgOkb1FrrwxVuJheXEfBeudxLAArV2XGsnNDZUYw1qzF61yaM0fKUu+FyZ9ZFq82HF+rfkz/9TtnSr+GGD4Hf0ADfc2xfu7Qv39HUytgdVj/u8UPUgkFnCeat6QN7imV7cu8Y4fMqYRtUbVb+AA3J4H40d9LKKGH0svTP64PfRWad6x090dvdykyQ2YSLQ5JlQMejtmFaPdrsSVGJG2ZtSMyoxo1ILJivFgfkxIohKzKi0FJOW4jJgeBzVowe4VkJunZJuLOGop8zwaPFyEhonqSmL8jAQbRmpBbpWxu4hEAeGOHBtGdgmOe0d622EtgzXOjDEgWnLcBBa5mKVkbsTY44kNEDy7JjOgWvtuN6Bz3dRqS78ajexeCs1303onJjeRQIF1JbhWgeB2DCEUT1NcZWq4L+qnI+Vmw8r0t5OWf1P6dNbxA8VCX/3/HXX33D69Lddvf1dvf1dPf3hnr5wT19HV+/Q8Ilz/1698XxlXcxDRmMGfQuqHgQye0is6g0PD5PTwweZP0xKSvph5geRGzQPZ3LvYnjx4aSRO6eY4eHhaVK98ZV6zFFfvc9xOSBue79CgeeBnbT07X3//b2x0sc8fLapHj1JC3f3JYmYoa3UjEtKMFbdpGZczM5wwX4zJi3FZGZcWopLSzFJKS614FKmq2NCSEsxmYVelkfbngWXWfAUCy4rxc8X1Us4WtbPnKSmjNA4cY0T15RhiAOPsTHgeYzVEYgdyB/OETicvgsYngPXOnCkjODoHaYtw3VOgnkIxpgip8yjVRK8AAxUffTxDkznAKpHzHcTiyrJRRVUqgtPdRL6MkLvxHRlmM6Bae0EYsUQSxAxe5GSWo3hqKrwc2X2R6rMI8q0d1JWvy5btlX8sIFVvZ6+ge7eAUb4+sI9vcPHJ6N6Z0b5R8/iHpDE+c7hpFG+f3iMM08bUPUgkNnD+ap6tLs9/GKcXXHuinf4lDN9qjdW0xbb68W4WrT/xZxhRP+3ffv299+fVao3fPxEuKeXSV+4py9JXIxLSjARPbpl+jwTp8YrxaVmTFKKSS24tBSTWghpKQEMT2rBpYzkSS14ipVIsTJWZ8bkFiIFbFvwFAueYiXkFkJumaq2bBaiseNIGaEpA9NYEnEQ6jJCU0ZqnCTiJDRlGOIkkGP8jGkAACAASURBVDKmqwOG5yC14OAygrE62vwQJx6xMaB6Zbi2jNQ5CV0ZgZQRWieuK8N1ZTjtefTJccSBI2UYczb64VrwkDJCWxZpAcGjdA481UmmOolUN7GgnFi8lfpOBZXqwvVluL4M1ztxnZN5iAPX2lBNqVdTXKMxHFUXfq7M/ki+8ZAi7W35mn/Klm+VPGIUcFSvp2+guy9iewlUvZg/+fNL9S5CzzsDVQ8yi0m46uHTxHubfpCUlJT00LbIrm0PgT2j3vWDTe9N18vDcRyfRtUbrdajPQ94WVyro3eC/i5G4KIezTK7BriM6vWBdPX0JdFr8uj2DpeaQLeHg5JPasalZlwK+jwLDn5KSnGphZBZ8BQrQTd2ViLFSsgshMyKy20kuCm3kWzbl2LB5VZSbiPlU3NxwyyE7u2chMZJqssIbRmpc1JgLZ3GSSBOAnFgiJNAXIS2jNA5ccRJastIMLSlhQ9IHhjROnHESWgjRR2ORFyNrus0nLmtzkkgThxx4tyHxLSDWrpEjHgeiL6MSC0j9E4i1U0trCAXbwstKCdSXWSqm9C7cH0ZoXPiUapX4kXMtWrjUVXRF6qcj5Wbgertki3fKnmEXqt3+vS3Pf0DPf0DjPD1d/X2D5+Aqkc/KVQ9CGT2cN6qHqNvjL/RfgcML+5d0yx606p6o12By112x0xl47d6YwxwY0a9s2uAO3z8RFdPX1dPX1cvSH+S2IxJSnFmvR0QO67k4TIzITXjXNWTlUYMT2bB5TYCuF2KFZdZCa7qsUmxRrYT9WlU2WepNQLJQ1zMgjwnibgorZPQOUmgaED1tC6CbfV0TuBhhLYM19Br8khtGakro7RlhM5JaJy41knogF0Bn3MRCONnCN3MgTMArSTpm05C68QRF5A5kin22DExyRpeRPWchN6J6114qov6TgV5zRZyvhtPdQLVI/QuUuvEtU5c5yR0ZThiQxGLHzHXqY1HVYWfq3I+VmUeVgLVW7ZV8qhB+H90q9fbPwgCbK+nb+D4pFQvZuHdaJ7E3Tl+1TsTbxw81UDVg0BmFeex6uEcv+NAl3kxd0275+HTrHqDo3yvXpxrMOKqXusol2VE75x9l2UMnzjR1dvXTae/u7c/SQJW3ZkxiZmu66RmXMqqXikuLSWkZlrvQHVHl3lWnLsnxUrIbQTQPkbvooRPYSfBzZn+FE8htNg5KY0T1zhJjZNCXBTiIoH5IS4CKJrGSWrdJOIitMCuXCTiIpAyUuskwWEIUDEnhTgwxE0gbgJx4lqmogNdIOIitC5S7yJT3RQ9eAV656QQFwVKRF0ZqXMS4LkQF6GL9IJ0y6hzUjrGF/X02Qg2893E4i3UdyqIBeVkqpPQu3C9i9RzpFDrQHVlKGLx0qpX9IUq9xOgeoo1u2XLt0keNQhGqF5v/2BP/2BP38DxE9/Ar1A+A1UPApllJFz1MAjDdKveec7kVO/4iRPA8Oj09SdJSoHh4WIzJrUQUgshteCSUlxmJcBSPGkp8DxCasFl1jhzW47bRbV3zH5CbsPBT4WdkE/Zla0zCOIkESeJuChQ4CFOCnGRiItiQmjdpMZJ0FWfC0dcIa2b1LpJoHqIi0DcJOKihUzrJkFdh7gIxEVqXLjWFbErxIlrWHtzkzo3pXWTiJOgazYnoXORwOd0TkLvJLWMFwI11LoIrYvQOtmJLRUp81yk3sVIXjk5v5xcWEldu436TgU5303Md5OpblzvIvVuAqwO1DkJrRNDylCN1YeYazXFVWrDl6q8T1WZh5Vp79AD3EcNwv9bfd31N5z+9tu+gaEeIHlMsQdVDwBVDwKZVUDVmzqg6k2IyateXz+n2OujVU9SiktKMQm4zMJK0FfXWsCaPLAIjw59KYYVj9hexOoiUUS2CbkNl9sJuQ1XOAi548JRPcRFaZwUUkZqXZTGRdGL7UCp5qa0biB8TIHnJnXltPYhLgpYl85JaF0k4iZo83MxG27mgcxElfU25i4CcdONHTizzkXqnSSo6PQuQucigfMhLgJx4VoXOD/zFK6YiS2pcxJ6F5XqJlPd5Pxyan45uaCCvGZr6NoX6xeWE6kuPBWIoItMdRF6F1MWOjGtE9Pa/Uhprab4a43hc1UuGOC+o1jzr5TlWyWPGmnVi271QKDqAaDqQSCzisSq3tDQUBDCMDQ0BFVv/Ex6gMuObtkBLi61EEy3R0iB1YEOz0LIrKTMRgL/S7GRbGRWQmalR7QyUOyNtD07pbBTSgcFyjyFnVA4CIX9vFc9DVvXuSk1PaKltGAY6qS0zkiTB2o5jr3RpZ3WTepchB6MU5l7dcyjwJG6ckrnpks4MFrVuUitm9C5KZ2b1LoJrRtPpbeZM7hJLTini+n2wIpA0OfRz0LqXKSO1j4STHVTXRTT5wHPoxZUkAsqyGu31S/eSi0oJ+e7qfnlZKqbTHWRqfSLiageYvdrLLWakiq14XNVLv1lK/I1/0xZvlXKqt633/YNDPYNDPaCQNXjAFUPAplVQNWbOqDqTYhzHeD29Xf39fewA1xJKcFMbzntnTVS5rGqJ7MSKUDyWO2zEdwyT2Gj5DZSbqcUdooRPlJhJ9jM9Kd4koCuDuF4HuIOaVwU4iYRN8Wu0uMMbSNixwpclJa5SCBhdKvnovs5bgsYOR5MZt2k1k3qXUD1iFQ3pY+2Pa2bZGbBJOjedJyOUOemgDVyXxIY3aa66VV6C4DqVZJXb6Guf+nYoi3kggrgefh8N+15eiCLblLrwrVOTGPzaSy1GnOV2viFKu8jVeZ7bKsnfcwo4gxwge2xwncCqt6ZM2eg6kEgswyoelMHVL0JMWnV6+nr7+nrZy+CTJJYcAlYhGclZBZSSq/JIzkNH04bno1IsZEpdirFTkue3E7J7VSKnQAbCkdIbifldjLFxuyxkwo7oXSQCgcpdxBKB6l0nGeXZYDld5Emz0XRa/IY7WO0iQLCh7hD2shOTtherZwC0YJldlzP41Z0jOfpyiltOYm4CB2jWXo3fQa9m9IzZwPH68opLfNAPVPg0QWhm9S5KabVo9gjdUAZXeT8cmJ+OTW/glxYQS6ooK7ZRl33UmhhJbWgIgRsb345SV+ZAYbF5ZTWhWvLMMTuR6x1SGm1xvilJv9TVdYRZfo+xZrdKcu3SR8z0lfgfvtt/8BQ/8BQHycnvjkJVe8MVD0IZJaRcNXzQxig6k2IyareN6zk9fYN9PYPJLFKJ7UQUishtdLDWZmVBK2e3Eal2EipBU+x0fPcFDspt1OM6pG06jlCijJKbifkDlJeRsgdlJzRO4WDVJQRijJSUUYqHdRMf4rHS7TehaK23SGtOxQp6spJ+mc5iYyUvOiwZkb7Fr2fiAgZR92YChA4WaROA6KmGxFtOaktp7TlpK6c0leEdIw+RlTPTd+rdZO06pUTejcB1ufNL6cWVFALK6iFFdS1L4YWv0gurKQWVFALKqjUCjK1ktKXU6kuCqih3k3pXARQPa3Ni5RWq41fqoDqZQDV2yp51CC8i271+geHgO31Q9WLBqoeBDKrgKo3dUDVmxCTVr3e/gFukuhxrZWQWgmZjZRZSXCZBW119LI8IoW5iyN5lILxObk9xPU5RRmpdJJKJ6UoI5VllLKMVJSRcgd910x/is+CtpxCykmknETcFOKmtO6Q1hXSukOIi9K6Qzp3vdYNVC96bFrOMbkKIF6krpzxtooQuEtfHtJVUFo3qa8IgUJOXx6iK7qKUKy6VQBdo6VQX0HpyjkPrAjFeQgTPX382aOvIPXlJOt5CyqphZWhRVuo618OfWcruXBLaOGW0IIKan4FpSsn9BX0m2K6PVxfhmkdAcRapzFXaYq/1BT+W5XznnLjPsWaf6U8s1XymBGo3rdA9biBqscAVQ8CmVUkVvUGBwe9EIbBwUGoeuMnkaontRESGyGxkVKO6qXYolRPZo2SPNDnyR2E3E4oHCFG9WjJi1E9RRmldJKKMkrhHKvSU45575SCuCjEHWJCAtXTVlDacsb2GNXTukO68nr6K05Y1SsPaSsoXTmpqyC1FZS2grU9JpWMz5XTfsY1tojVxUpYiBVBVvVSK0P6ynpdOZXKPHa0N6WrJHUVJDvY1TFtH9hgXwYQuPmVIdDeLawMXV0ZumYrdf1LoYVbQgu2UAu3UAsqyfnl1IJyMrWC1FeMUD17QGvzMqr3qSrnPeWmdxTrd8ue3SZh1up9++23A4PDbIDtjVP1Luywnjfjr2SmMp2fdAhkPEDVmzoGoepNhMmp3okT34BrH9n18UlSGym1kxIbIbVTUjutd8z1FmQKaPI4K/PkdkpuY1TPTsrtlMJByu2UsoxSOsHPiOqxwqcA985K1dOWh7SM52nL6xE3pS1nbA8IXwVjgS5QzoU45gQGphStepWUDmxXhnRcdWOkjW71rr4udYF+4XcWLLpx0Y03/+i71y7+3o9u+O3v//ee//nVkocffGb5knVpzz32l0cfevzB++7/wz33/t9DD9/zu7vv/ukvf/Xj23/5o1/ckXrd9ZqFC8/6vvSVIaB6I+s9VvVSy0ldOZFaSc3fElpQSaved7ZQ170Yuu6l0IJKcgG9Vo+cX0HNr6RSaSUldG4wxsV1TlxnD+hsXqS0WlP8paqAVb1dKSu2SR4vFjGt3sDQMB1G+KDqdUHVg6oHmX1A1Zs6BqHqTYRJq15f/2Bf/2DfwGD/wGD/wGCSzIJJbKTUTodVPVbsUuykzE7Kovo8KsVOyu2kwhGS2ylFGalw0ibHRlFGKl2UyhUCN8GGyhWa6Y9wBG0FhZSTGjc9qEXKQ9ryEFJOactDiDtEl3OVIXCYtjIEtrXllK4iBAxPVx7Suil9OaWvrNdX1tMPAT4HVK+S0lfQI1cwbwVRaOSaVLn+O+pF1179o5t/sOjaq6/93rW333Hb3b//3V2///Vzq5etWvfsH+6966577rrrD7/74x/vuu/P9/z61//7k1tu+cH3v//jH98yzjeYWlmvr4g8L3cozN5MraT0FeT8LaH5ldSCrdTVW0NXbwkt3hb63o6GxdtCC7dQCytD4LKM1MpQaiUFWr3USoqeTbsJnQvXOQI6qxcprUaKv9QUfarKeU+1aZ9y/a6UFVsljxuFf6BVb3BoeJC1vaHhgaHhb05C1YOqB1UPMutIuOrVQhgGoepNhEmq3jffMH3eUP/AUP/gUJK08GuJBZXaSamDktpJmT1K6cBwVlZGyRwhuSOU4gB7wL0hhSMkd5BKRvXkTkrBVT2O+c021QNapq2gQG9Hj2vphLTuEN3MVdLOB1QvkgpKW0HpK1jVC+krgNuFdBWUvjKkqwjpK0P6LZR+C93wgdGtviKkq6DkcnGKMkWTqrj66vk//MH1i747/7d3/fLHP77hpptu+sUdt618YekDjz/wy1//4me/vO3WW3/605/89KYf3zyJ9whUL7WyXl9Rr68IpVbW09pXHpHO1EpqfiW1oDJ09Zb6q7eGFm4LLdwWWvxS6MZXGhdtCy3cylG9LaHUSloNGdWjL+nQOuhWDyn+Ul0EWr19ivW75Su2Sp8wiv7wwnXX3/Dtt/9vaPjE0PBxbr45eWoM1eNyAa/VuzgX6kEgsxmoelPHIFS9iTBZ1TsZWTE1NDwwNJx05e0rr7z9OZC5t69kw9688vaVc+nt5+YyB4P9VzJHck9y5e3PzQU/f/7c3J/HHjCzH+C5t6+c+/OVV/x8xdzbV869fcXc21fM/dmI7Z+tmHv7iiuYgJtzfwayktlYEXlIZHslkxVX/GxlbG4HGyuYrLziZysu/9mKy5nt6HuZ3PbspN/s5betuOK2FZfftuKK2569nJMrblvBufnM5dH3gp2X3frM5bc9e/mtz1526zOX3/rsZbc9c9mt8QMeErv/p6Mef9lPn7kcHPDTUQ776XLm3uUgl9Kh91z6k+XMXZFj2P2X/mT5peAnk8uib176k+WX3rLssp8su+wnyy+9BWRZ9MaymFx2y7JLb45sXxZzwM1xszQ2N4Esu+SmpZfcxN5cyqoe2H/Jj+lcytmO3vP02fOjp2Iyh7PByd/o/PBvUTfBnh/S25f86G+X/OBvl/zgb5f8kN6YA/JDeuMS5uclP/jrnJH5fvT2WfIXJks42+AmN8ye78VJMp0nk8GeG5+kE3vzyTnfeyKSG59IvvGJOTc+mXzjE8k3Pj5njNzweDInc67n3Lz+8TnXPz7n+seTr38s+YbHk69/LPn6x+ZE8iib5JG5jptHkq97dA6T5OseiZPvPpz83YeZmw/T+e5DY+Vazsa1DyZ/98Hk7z6YfO2D9E2Q7z6YdO2DSZyNkaGPXMz8XPxg8uIHkq9lsvj+5MX3R25e+8AcbhbfP2fxA3OuvT958f1zrr0fbCQvvj958Z+TF9+XvPi+5Gv+nHzN/UnX/Dnpmj8nXXNf8uL7kq6JJHkRnaRr7kuO3LyX8/O+5EX3JV9zb/I198655t457Mbie5OvuXfOIk7A/kX3zll0T9wkj7Kfyd1xk7zo7uRF98xZ/Oc51z6QfN0jyTc8mfz9p5N/+GwNpKampqZmYGAAqt74mbTqxVwHmXTd9TdMZxLobRNimt/mbPgjmvE3AjOesKo3468EBgYmgUnW3p684LfJi+9Pvv6J5O8/XQ2prg6Hww0NDevXrx9NU/a8c6C/f+DUqVMzrVizglOnTvX3D+x558DkVG+Ak6RvTp4aX04yGefx8ZMoj4GclRPfnJyJfDMyx2cqJyaZ4eMnxpmYkfRZAxYscsOq3si74oY9FfsaJv02J/GWJ/02xx/ueRLyHuP+b3KGPh1nzzcjc3K8mcRnc7ScPn36b089dTrRuFyuxJ6wfNXTiT3hufDob+48ffpb8Af48vbtN9xw43XX35Cs/2XyonuSr3tkADIw0NTUZLVajUbjaJry1oFDH3362cDA4Ez/x5wVDAwMfvTpZ28dODRR1fvmm5OM5NFj3KSG5vazpS0qLe0NLe2NrR1x09TaySbuATPtPxcR5LEW4lgLcaw5kvpI8Ng0RSXUhMVN/RhpjAkamhUJUg0o1YhSjUGygU2AOMbGj9eD+LAQGy9KeVGqLkiC1AYINjV+vMaPe3wYSLUXrfaiVXVBNkdrA0drA1/X+EG+8vjYfFntZfNFVd0XVXWs6n1+tJab/35dwwbsAcd/We39usZ/tDZQ7UU9Pqw2QNQFSR8W8uP14O1w32ZMxnjX4P3Gfddjv1/uO2Xf7Mi3+UVVXcwbHBn2DX7l8R2tDVTVBT0+rMaP1wVJL0qx7xG8F/DfdELBQiMzyv/ORwkeaor9pER/jrgfsaiP3rEWMiYNdCg6rXQaW6nG1lBU2kKNbaGmOKlntxtbQ42tVGMrOCHZ0EIcayaPNZPHmoljTXTqG3GQUAMeasBCDXiogd1DhBqJUCNRT6d/cOihRx7tHxjsCHeBdHZ1j5ZwV09UuuOkq7tnYHDQarMfP3Giq7t31PRMIAODQ65nlvQGfU1v7256e3frvt1t+3e37d/duX93eP/u8P5dvft39e7f1b9/1+D+XYP7/zm8/5/H9//zREz2RXJ8X+zN4X3/HNz3z8F9uwb27erft6t3366efbvC+3aF9+3u2Le7bd/u1n27W97Z3fj27i7P14/87x2Dw8ebWjuaWjvawt39g0Pbd7yi0SDA9lZDVq9ev359UVHR2Kby5v5397xz4I2398PseefAm/vfnZDn0ap38iR7+SPdKYzf8xpb2hpb2hujPa+ptaOpDaSTTXNbmHuTm5n2n4uIuIY3eckby/ZiJW/2eB5QvZG2N07V46pPjOqNtB9WgIDqxbW9yake1/aACX1d46+qC1Z70Ro/XhsguCY0UduL+65Hqt5othfzZkd6Lat6E7I9oLPA9oDOelEq5g0myPamWPjqJyl8oZHCF8/22FCM7QHhI481s8JHHGvC6yO2hzGqR9teJI2s8I1UvY6u7o5x2t5Yqmc7fuJEV3fPWLY3buEbGBxyLn2y11/XtOc1kJa9r7W9+Vrbmzs739wZfnNn95s7e9/a2fvWzoG3dg6+tXPwrZ3DI/PmWBl8c+fgmzsH3tw58ObO3jd39ry5s3vvzvDenR17d7bt3dm657XmPa817nmtcc9rnV9/8cCddwwOH2erkIaW9q7evu3bd4Bub6K/sCGQyUG3epwvuxgcGk461tx2Vs+jDQ/0eS3tja3tjNJ1Nrd1NreDhJvbwy1ny0z7z4UPfqyZTWKavLFsb/Ya3tiqN5rtjafbY9WHtZ8Y1Rvb9mKEbzTVO6vtxe292Hc0Htsbz7uOa3vjfLMji71x2h6rs2ctLydhe7Og4Ws+F+GjRnc+4HlRrV5DC3Gsmainiz2cKfawaNVjthtZ2+sfGKF652x7/QODpRYLo3o9ZxG+8ame46+PdHtr6l/fUf/6jsbXdzS9vqNl147WXTvadu3o3LUjvHt79+7tvbu39+7ePvDG9sE3tg++8fJwTHZHMrj75aHom4O7tw/s3t6/a3vPru09u7aHd20P79re+a8dbf/a0fqvHS2v72h6fUfj6ztCr+/o/Pw/9//yZ0PDx9nBF9joHxy64YYbk+Xfm2kBgFwssK1e1EqhY81t8WwvVvKA4bE1HnC7lvZwS0e4pSPc2tFFp/Msmai4TOIhFy3EsRau53F/34wleaGJSF5E9c4DyYsRvkmPcUcWe2e1n7HrLtaEWM8bzYTGGONybS9RY9yzCi5b7IG3HPNOR77ZuJPc0d7m2GPcmPLyHFUvkcIX63zjHenGlnzjG+lSja0jbY9qbOWqHmt7bPB64HlN3AEuFmrAqGNc4WNtr39g6KGHH+3r629t72ht72xt72wD6WATHpn2Tm66YtLb119iLh0cGorSx3BXR7irprbuw48/HiO1dd6RctnXP+B44s9hz1HilUrqlcr6Vyrr/17Z+PfKplcrW3ZWtu2sbNtZGd5ZGd5Z2bOzsndnRf/OioGdFYM7KwZ3VrjSNt73wFIQV9rGwVfj7Bl8taL/1YreVyt6X63sfrWy89XKjlcr216tbHu1suXVyqa/Vzb8vbL+75X1r1SSr1S2/vvj+37+06Hh40Dy2MFXa2fXy9u3Jwu0My0AkIsFoHqDnOntaKoXPa5taW9q4Uge0+QBsWuj093W2d0enrJ0ds+0R81SCHpBXhzJGyXnJnmhpsgvxfNE8sZQvYkONONOcmOKvZF117moXozwjTbGTYjtjVy3F1dwR6reGG92Eqo32hh3ZHmZENubceGbRMMHbA8IHy2C0QPcKNurbyIiH/lGdoYLJA+jjmHUsajVe6EGnFG97p7exuaWxubWxubWxpbWxpbWpkjamlrammPSyk17S3S6e/uKTaaBwaGWtvaYvP/Bh719/WPk/Q8+bGnraG2PSk9fn/2hP3V+/Tm21Y5vtRNb7cRWe/02e/02e+M2e9OL9tYX7W0v2jtetIdftHW/aOt50db7ohXkvgeWsn+L3vfAUufaDTF7erdZe7dZe7fZurfZwttsndtsrdvsrdvszdvsTdvsDdvs9dvsIeZJsa32lo/eu+enN7Gqx+32ho6fuO76G2ZaACAXC6zqDQ4NDw4dHxw+Pjh8nFY9jvCN8DxQ5rV1NDGS19Iebu0Ic/Wuo6tn+jMTZjWLOKvhYUwSL3mM6s24wE3U9sbu9uIONMewvXNZtDea6sW1vZhuj9t7jbFob9KqN4btTWLR3qQv0eCOcc9aXp5/wlc//pFubL1HRRI1z+XsbyVjir3IS4q1PRQ4X7TtAdXr6AwTZIggQwRVH0koEjJ0bGSoem4a2LR3hvMLi7p7ekPHGmJy6PCRcFf3GDl0+EjoWGN9Q1Q6wl3mu3/d+tkntZZCr6XQZyn0WwpRWyFmKyBsBZQt/5g9v8Ge3+zIb3HktzvyOxz5HY68sCMv7MhzPP9CjNtxtx3PvxC253Xa8zrs+e32/BZ7fos9v8me32DLD9nySVs+YSvAbAWopdBvKfRZCr2WwoZD+/74oxuB6sXY3jcnT0HVg0wbz6xcdfLkKeZ7DE4MHT8xdPxEjOqNmNtyyzxG8lo76CYPSF5nV09nd29nd2+4uzfc0xfu6Qt3c9JzDumOk85Ieju7e2fCsmYGtsAbv+QxOUfDGyF5IeYX5EzbW2JVb/yXpo7f9sbu9ljVG0/pNZ4pZ9yLVc+l2Iu7aG88ajv2dcdntb0YnQWL9sbQ2XNXvUQJXzznG6/wjX+kO0L4WqNUryFycQY7wOXUe414qDEywKWOsbbHznP7BwYfevjR1vaOIEbECU6yQXESJUgsKlQkJIWRFE5SOEm1tnXkFRR2dffgzB42B959t72zs70zfODdQ9wcfPdQR2e4ozN88N1DUbpJ1RNUfVtHp/kP/9Py7w89xmyPMbvWmO01ZvtN2UFTZtCUSZgyqZLMenNmQ2lmU2lma2lmW2lmW2lmBxP7c6u4hge474Gl9udWdZgzO8yZbebMNnNmqzmzyZzZZM6sN2fWl2SSJZm4KTNgygyYMv3GbK8xu9aY7TFm1x94667vX8eqHmt7UPUg0wz7D6MNDA71s/8w2kjVi12cF+N5jOTRnscYXldPX1dvX1dvf1dPdHonm56x03fWnNUaw9294e7ezph0RTKiSuzu6OruCHd3hLvbw91tnd1t4W56kWJ7uKU93Nwebmrr5HzUO461tB9rbj/W1Hasub2+sbUefD8C+Jua/r/pLWzIxshf7mRDC9nQTIBwFveMIXkjDY9NYmo8ruRR56vtjXOMO1rLddaia7SrFuIWe6Op3vhtb/y919i2N8b8euwLkOPa3hgXo4y/2DvrNSiJukRjfMI3c1Pd0Ru+6ESKPe5fIxHVi3R79BessKpHh7Onf2DwoYcfaW5p9QVQJhgbfxDzBzE/ygb3o3iAG4wbAqS5tS0nNy/c1R3ECBSPyv4DB9vaO9raO/YfODhif2dbe+f+Qgib0gAAIABJREFUA++iQCvxiEq2trWbfnd788fvHc3LOJqXUZ2XUZOXUVeQ4StI8xekYQVpRGEaVZhWb0hrMKQ1G9JaDGkthrQ2TuwrVt73wFL2d+R9Dyy1P7uyrSgNpKUoraUorbkoraEoraEojSpKowrT8MI0tCDNV5BWV5BWm5dRk5dRnZdxNC+DeueN39+weKTqNbS0Q9WDTCfPrFzVNzB4rLmNvo62paOxtSNpUaf58v/nvez/BS/7f8ErTvnV4SP/hxfn1j34T+xnlpr/u3Lwi8UdeZyhbaTM62DLvJ5eRvL6unv7uQHS1p2gJNQaR7hgTy8wP2442tcTk/Zwd3u4p72ru62zq62jq7Uj3NIRbm4Pg7WMQPgaWtobWjoamtuPNbeFGtvqm1pDja31TW0h9u/rhnFKXuR3QFzPG0PyJtXhjU/yzkPVG63bG8/VuJO+IHeMqxa4qje2CY1UvXFOOcdQvbOuVowruKO933F+98qELsiN+wanx/ZmQPgmsIavlWpoJRtaybMJH9XQGqV64PqMUOT6DFbv0OhuD6ieLxA8cPi9A4ffBzl4+P2Dhz84ePiD51ZnslcwxM2qFzIPv//R4Q9APgbx1PleWLsuVH/syAcfH/nw4/c4efUfrwVQLIBir/7jtdH2v//RJyAffPwpSK3Pn7VQGtj58t7f3fb272575/e3Hfj9bYd+f9uR39/6wV23fnzXT/9z1y1f/OGWL/94y/9n782jq7jufN9SurVyn9JtK0n73bzVSue2EUiMYYjl1SSs99a6sWPrpUEeg51cP+XGocNttYLlgPM66SQ3MYi87ixj3/Q1vsh2jIcAxwLbDMIIYQECCwyS0HgGnaN5OpPOkUBCIOe8P3YNu2rvXbWrTp1Rv+/6LRvV2bX3rqp9an/O77eHlo33tm+6t3PTvd1q++2jDz/y+JZxSY88vuW3jzzcvfFe2bo23tu+8d62jfe2bLz38sZ7L/79vU3fvrfx23/X8O31p0rXnyj9+rHSrx8t/foHD3695YXffuOvPoejngx8CPXkL7tQUt2SahoAZbG2VlQGw5FuT393b3+Pd8DpHXB6B4U//5PzM58O5Eda/t7zO0fv/xUI/cdPZ+/8dPbOiP/zHa13fc371p//qQuP2yr+vNBkINz0fI7UfHddCE9Gw5NT4cmpsKu2TGnXws4mGdcu7MzB/5RMk/78lJiPZKaceWxzH5SLKXu3m3D4ad174Ulk9MGCwUl/cBJNGRkPiL690YnA8HhgZCKIXHqDY/7BMYR6E/3DY/3D4/3igqhjUkSGhLzRXhrnWfDkabocV5yxWh1LNb3Fj3p2Tcg1u66yDurxDNqjTtGIf6U9s+sq6zv27F17RbPSnr0TchMe1TXv4dON547iwCd+RAzX8w6M4jFceX4GvuSKOGIP0Z5vwN03ODV9/TtPPNne2X207sOjdR8erTsl27GT9WTckwyD1iE0rG84WX/mZP2Zk6fPtLZ3VG6r8vb1nzx9BtmHDaLtf+vtrh5nV49z/1tvS/YOMuRTfPOtd041NMpWf+Zs/Zmz1zq6fv6VO7r317z7n+858p/vee+b9xz95j0nvnnPyW9+7fT9X/vo/nXn71/z8bfWND+w5soDa9oeWNP+4JpOzHY/tOmRx7cMqfXI41t2P7Sp84E1yDoeWNP2wJqWB9ZceWBN8wNrmr615tz9a87cv67+/q/VffNrR795z/vfvOfIN+858p/vufJvO9d//j/ooJ4jEolEIo5ygD1QYrW1ojIQjqB3uAh8vf3C58PNFW0VruGvzM/c+aebd3w6e+d06POuzruG+77w6eydL3U//Gefuhkuvabnc4RNh1zIPXZuV9lB51Q4MhVu2p0jCDubouFINByJhpuqcwRh0yEXE/XE9Ko/Nx1y0xx7UUML4UZy3s4L6M9uR9lvzkeDk9FuRxmGfZg/TxvVFZ15GOqF/cHwRECK5PpDo/7gqOzVG5O9ehP9wxP9I+P9I0rctk9a+wq9iKWXON2TJxHesGdA1UNwQp4LM3vceBmOejq0Zxb1eMKa+u4ufdQz69sj/V48qMc5DVl/kCLPxdpCe4YzjhNEe3Y6+WwN6XoR7ak9fOiIZnIGXq67b0g1Yq9vEHn1XN5+lxTARah37MSpYydOHas7dayuXrST9Y88viWsq0ce34L8f8hO1p85Wf8RhnoffYisQTQZ6Vj25lt/PNVwFrf6M+eudXT9/D/d2fPmq4e/ee9737z3/fvuPXb/vXX333vy/pLT3ypp/NbXzj+wrvnBdZdK110tXddWuq69dF3n/y3a7ofLHnl8i0+S5t+7HyrrLF3XWbquo3RdW+m61tJ1V0rXNZeua3pw3blvrfvoW187/a2SuvtLjt1/7wf33/veffce+ea9V363c/0X/rcbM7PDuqgnsl65I7U0AMpiIdTrdIu/hBHtCa1DdyM33tz0nWMDX/B03zU68MXbN+740807/nTzjoGxv74z3DxKnYrhdJQJZQec0eBkJIT8eRLMaUGtaXeOUH0uOhWOXtiZI+y8MBWOynZhZ46wyeEOR4n0cYZ3tRHbC88LwvPnta6+HkeZUPZujxzPxcbwqSK5YW0MF3PphaQYbgitJi0P1xscnRgYmegfGUcuvb6hMd/giLwOgsJ56G3O9OTJkCf2DaY8eS5j2osD8hYG7VlAH8P5Gchk1OPEIOqiylTasxzG5V97hWddZZ39QqzRHrpAfedl4mgvtcBHpT3JFLzTAB9CPU+/mvakL75H7dJDtCej3rWOnmN1p0U7iazh2MmGRx7fMqyrRx7fUlf/0cn6j07WN4p2urGlvauy6ife/sGTp88i+xBZw9k33/pjd49bx958+4/1Z85p7Fpn988WfbHnj2+89+0N723ccHTjhmMbN5zctKG+bMOZsg2NZRuayjY0l224XLbhysMb2h7+Rvsj3+h85Oudj3y989GvP/L4FrekRx7fsvvxRzRHUMqOR77R9sg3Wh7ecOXhDc1lGy6WbThftqGxbMPpsg2nyjbUbdpwdOOGDzZuOLJxQ8v/+O36v/qLG9LGaDjw0bx61eVYIEsoKSnB/ipXUSEe+NU7SzwNPwk5D8kjoKyWjHqI9ro8fd29/cLI0OddXX/V2XpXn/uvrk/mfzrzl5+O/gXivD/dvGN+9s5S129HadHbIIre7ryAUC8UiUqh2IdE9546PrvzwtRk9MKuHPQPydy1DwkPHXJOTUYwc9U+hPx8KubzHHpIgchz1XLkGCXwHCoTNu2q3iQd3eTwKFFjQdjZ5D5UJghl7/Zg3r6zO5WvwCaHO3R+lyDsen4n+tMVDEewBLsaw5FAeLILiwH/sXtyIuh8Z6N0YOPB1gnk0lM4bwDjvL5hwpk3oEyRoznzNJAnI50JTx7VrMdqFxLt6aOeLWFcQ9SzNkVDJqEkr6vME8aNc8O0BG2PaxPzJQH46O49KvBJLj3VqivqyfhDLt+g24d59XwDLt+A09uPUK+jy33sw4+Of9go2ilkZ3/87C/0x+pte/aXJ0+fP3n6/IcNTbK1dvRsq9ru6x/68EyTbKfONJ36qOnd9469+c5BHat973j9RxdON17Erb3L9c9L/qPz3bePfufBY5sfPLH5wZObH6zf/ODpzQ80bn7g/He/1fS9+5q/d98n37uv9an72p66r/2p+zol2/3kd+Ta7n7yO53/D+VI51P3dTx1X9tT97U9dd+V7913+Xv3ffy9+5q+e9+5J7/10eYHTm9+4NTmB+s2P3h884NHNz/YuvfFb/zv+Tqop2Yykb/KHZFIpKW6RMYwOcCLHxRTyKiHnSWym3SaQz7IPgKwl+USUc/lk2mv29MvTE3mfzp7p8x2n77zHz7dkCP/+aebdzhc6ymoh9xdrnfLBEEQHjrgjIajU5PRaYZDTo7bEqh3YXeOUH0+okY9OT0D9c5V5wi7LijMt+sCQj0J+6acjoewf5cJZe86I9FQ5MLzgiCofXu4Vy90fhdiPuTJO7tTEHY24f8O9Dg2CmUHeqT1ZUKTHQc2CZsOtQfCY1gAF0O98YGR8b4heQAN8ueN9PaPePvRbkXqvcuMIY9mZiDP1TfsorslbOoCUw1wyUc9nrAmK7KJo57ZBYf1B+3pT1+wHMY1tWGaqXWVOWmPc8Zx6mjPNPPZBXy9GuBT017vgDaMi9UWTcUYFAO43gGntz86ff2p7//XtvbuDxsunjzddPL0Bdk+bNDaqTMXT525eOrMx6c++rj+o4/rP2rG7bRk1zrdP372p30DI6cbL50+q1jD2UsN5y41nLt0hm6X1faJbB3dvb9Y9mXXB466px87+fRjp55+7PTTjzVueazxHx5r+ofHLv7o0eYfPfrJjx5t+cdH2/7xkc5/fKiz4qHuioecsv2T1no0f1Y81FnxUGfFQ23/+EjbPz5y5b89evlHjzb/6NGmHz16/h8ea/yHxz7a8tippx/78OnHPvzRE9fe3Pd/fukuNFZPQ3uqAK4oPI6riumqqU7noNbnhz5RjkpMRx4BZbdI1Oty9wm3Zu/Awe7TT/I+ffgz+JHQ5OeZqCfS0sOCIAhl7zpF1KN69dBBMYCroF7T7hzCq6ekp6PehZ056vZd9q4TefW0nrxoOOI+VCbsbMKG7p3fJQiCIOw6S0e9XWcnUQC36Teab9EmR1fIdWCTIAjCxoMuNG5vouvQRkEQhE1vd4bQJr8j44GhsQmZ8/oR6g2OKdNsRbYblpY/UO9Rawx5aI8K41gtFfJks5nwMhD1ZODToT3+dZU51yLBaU/DeZZpz4Lfy8JKe6Y2TNMftMe6RtZMFPICNXNQyFB1clDPiPlMAh/nUnwM4OslaW9wrFcZqzfqkVDP3afQnss3iGjPhQVwXd6B6PT1isptV1raz33c0oDRldqunDkv2kdNVxtFazlL2oWWsxdau5x9VTt+Pjg8ce5i27mLbec+Vtl5bmtqvoasx93/i68Wek8ebaj64UdVP2x89oeNz/6w6SdPX/zJ080/efryjh+0/PQHbT/9QcdPv9/5z9/v+dn3nT/7vvPn3/fg9i8qcxN/On/+fefPvt/5z9/v/Ofvt//0B20//UHLT39weccPmn/ydNNPnm76ydONz/7wo2d/eO7nz7S+e7Cs6G/xaRmJRT3R68cY9Cfznfw5eQSUpdpaURkIT4qdlER7gmf0r1WoN/4Xn/4iFz9y8+ZfMgK4ERS6DU5GQpPyED3KWD2n42HJx4ahnuTA25UjlB1yK5yHp2ejHjGNV4N60XO7BGHXhXDTLpnqqFM06Kg3GQ2Em34jCL85p52f4Q9N+kOuP24SBEH49dnweCA8HgiNdR78e0EQhN/UjweGxwJy6HZgZLxveKxPJjz0wu0f6RWHRQ97+obVe9TqQB624ay6IzELeYolqOdLNb3Z69sztcIwJ+0hBqKiHr/TS4f25DAuPlnV9g3TeMK4OitIx7NhWhK2x00P4Bu2DHziHrsq2hvBaQ/7sTfokmO4XjGAGwxH/ucr/+u3//pvPZ6B5qtdTZfazzdfO9987XxzO7Km5vamS+1NlzqQXbiM2SedFz7pvChaF7KPr3S5vUPP/b+/Gh4LfnylW7SrijUja+lubum+RLEe2S5L1ts3/OuSpX1nPjz/i2fP//LZC798pvlXz1z+1TNXfv1M66+fafvNM53PP9P9/Dbnrm3u6m29u3/cu/vHfbv/qZ+03zKtd/c/9e7+sbv6x87qbT3Pb+t8flvn88+0/eaZ1l8/c+VXzzT/6pnm32z/5P/7Zfcf/1D7yt6d39tMzsDlQD29AC6eQs1/qgivZgigEiIuLyeOAOplubZWVAZCkx1yJ+X2dbp9wvOdT+Bg96fZv/x0/C9YqKedllF2qBtDvZ1NUaMZtSZn4KJBfk3a4+eqcwSh+mxkKhSZ6nE8/Pz5qdCk52CZsMnhURZkcb27SSjbVCZscrhDk9HQ5IXnFeZzHygTNjncwclo96EyYdO73Wg2xrldgrDrrDQVo/F5QRB2NoYmA6HJroNlvzk7Gehx/Pqgyx8M+4POdzYJGw84r/3x+bc7g2P+0GjngW8LG9+8Fhga9Q+NTgyoptyOeAdHsUkVKOo6JC9rrN2yzBjypHd035AFyHP6RAPU00E9C8PXzG6PK6Oe5b0leNZeQbRny9orhusqm1pohp9oDddeYc04Tj7tsZnPtmF8+sAnxmrVHj70pxTAlWlPhXoy7Tm9/U5vf//waK/X993/8tTOXbuvtl4bGQ8OjQaGSRvDbDyIbERrIWSj46Ff/fdd09Mzo+Oh0QmKjSHzUy1MtX/d8NWQ29lX995A3XuDdUeGTh4ZPnlk9OSRsZNHxk8dGT91JHi6Nni6Nny6dvJ07eTp2gjLGpg2ebo2fLoW5ROorx0/dWT85JGxk0eGkZ0+3nbsyIH/sWfjyuL+gUF/aFLDecPGqBfRRGONpmXIZ4m0pzqNzImaNyh7JaGeF6c9YVX/gZvT+YpXb+gvPv2Z4tW7fePOk96vstZPDmKTIzYdcoXkRU/EMXyilIVXtLFXyWOnXYdPWTxFKaFs184ysZRQxH3wITn1BdlRJ1GdwnOCUHbAJa2f53p3E1aGOLvW6UAHNx5yBc7tkqZfIBO9d4IgCL85jxbS+0gO62461B4IjfnP/nfpwLff6Roe8w+hBVZG5MXzRrwDw739I56+YY+EF+6+YbdvyO0bkn9ba3ct04U8NayYcOPJkJdY2ks1vcUDfNbWXrG2rrLcGKl7psUfxtUZtBc/6slXbTmMa21CLnXDNP0Zx+kEfCaYz5qHT2VqD58MfOjHpDqAO0TSnqdvYGRs/PU33nrm2Z9854knH9/85HeQPaGyzU88ufmJ74r2JG7f2/zk955g2Xf/C2lPmrf/WvTXDxWK9vDiv354ScGjS778aNHfPFb8N48v/crjy//2O8vv3rzi7s0rC59YVfjdVYu/+9Ul3/3qku9+teh7Xy36rmyrxX888dWiJ9V/PvHVos1fXfKdVUseX7n4sRWFjy6/+5Hldz+89G8fKv5Pm4q+snHJlzcu+fKWdcX//v3N/kBoeFzrz8O9evF03uCPA/ELoV67s7fD5ZXf1cJnb3ZdGlimcuzdvONPN++Yu37nx33LH2n/zedufMJeQlmM4YYmxd0yNHZ2V44glB1wUhY0pq6QrJPerAXRBNudF/Bt0IhFktULJmtWzsPXz8MtgK2xEkArJ8uzMSYGRiekrc9GfYPKOGh3/7DLN+jqG3T5htx9w1J/MOjuG3L7hrS7luGcx4Q8HdQzhrzEOvYyDfioqMe/Com1Cbka1ONhIJ5Irv6gPdnvxQl8hsFr1vXqrKsc5xYaVOdlqtZesQR88Xj4uMbwaTZRxGZmjHrkN1KfCvUk2hMDuD29fc7e/v7hseBkJDp9XWNTWlO22sRtWmUz09dnpm+Idp3HZkibxe2GdbvJtFm26eZJ+vPiQz21xw7mVIC4tbWi0h+abO/pxWlP+Ovpl/5bZ8Wtm3+J7ObsHQPj/8f/dH77677/lTfT8ed/ci8KvYC2wcU3wNVujCbSVUS7oF1kKtS0W/TLlb3bzbOJGWd69pa4og/v/C7MpRdRLExbJzmkMQX7JoIaE4EPse/ohMR54/4hcWMMtAHaqG9otHdAWsIKhUj6hlxi3zMoscWgyzuIefiGGZ4AQ1gx4clLEu2lmt4s054r7gm5nIP25Je4PgNZ2x7XcMM0G9dV5llpT+PYs2WlvVRtmGYT8Nk2UZekPY/Gw6cEcLFNtCXak917mFdPpL2e3j4R+7z9Lm+/s7ff6e13eQeQSZvnouVahjx9Q56+od7+4d7+4d6B4d6BYe/AiHdgxDs44h0c8Yk22jc0ika29A2NiXsI4YbtyT4wMj4wOj4wOj6o2ARuBFQFNDY8TjcixKy2CbqxcsMtQV49EIhfCPWuodeys7fd2dvp8gn9w2MaGxwZRzaE9sodmxge8w+P+0XfnkR7Kt9eGFFUNIRZMMzjfuPa7iyosbDGNPQmTp4lJ1XIMOdXjO7Gwz154wFx+gVu8nzb4XH/sLyK3rDIed7Bkd4BBHlD7r5Bp2/Q2StuRdfjHZB2pht0eQddWFek9AEi/PFA3pCrb9AC4QHtUWmPRD0LU1M511UmUY9nURILa6/wRDnjnKJBpT39hWbMDtrTcewZ0l7KUc8u5uMP6Xow4PP0j4jAJw3XQ5PAUNGuviHk20O05xQ3zRTDuMi9h2jPiWivF6M9HPjENZkl2uun017fkEJ7UqejpT0S+Ki0NzTqR1u5W6A92phCA9qLE/U+AIGs6uLFi36/3wTqBcPX5HiLs7eDino47Q1itDcyEcAjuTjwicyn9Y1FAiH9mGkkQNl51sho7jdK4FWyCWRa59ykHIqdCMgwJ/LcGG7SuGDEdqPi1z6ANkAbIiBPWjlP5DxX36DTO+BEXU7vAOK87l6xo+3xDjp9QyrU8ynGByiDklmBPAjj2oh6PI4u3NeFo56+u8tUGFczrE0zaI86WdXauD19wDW1YVo86ypTcTZ9pmhwA5/NHj5812yZ9jzKJNwRcYqYvOJS35DMedJwPRbt9RnSHu7eE2kPAz6J9kYx2hvT8+2paG9C69tLJ9rTQb2jsWONscbGWGNz7NLV2FUwMB1rjl1CreVo7NibsbcOTB88ffq0KdRr6/bgtEdHvYGRMfQFQ7Q3iPn2SOAbl4BpIhj208KdLAjzhyb9QfZHOKjRcQ1zvAVxXCOccH7RqHO7RkWTMU4y8TsvUh0x5HZC3PdMgry+QcmZ1z/sQe9N30CPd8Apx788/d29/di2dAPdvQM9CPjQG1YK5vLR0qDGLEAeTNEgaY8EPp7d0ljoozM/Q4N6VACysPYK1fXFGrSnj3r6YVwW4PKvq2xt3rH+oL2Ur6ucJsAn/lvt3lMHcEc8/SPyiD2Xb0jj1ZMG7YmR3B5PHwrgoj9dGtrzqmjPjfn2FNTD3XtGtKdFPTbw0Xx7nMBHnS+sB3w8jj0S+AD1wMyaBvVeiO05fPiwSdRzK7Tn7BX6h0b1aW+AdO+NBxDwjfqDY/4gmh4vsRQ+E15kKQLCwuOB8LhfMuqngfB4IDyGm3aaPWtOPrLgKLKJoNobpzjkRvAvJ7a+ObmtzdCYf3DUr3rjSO8jaVvbEe+AFvKc3oGeXnGn4W53X6fb1+Xpk/ak6+8SyW+gxyvioLN3wMXqjXQhz+mTLS7UA9rDgU9De6ampuqvvSLTj4x6PNuIWR60h6+0Z2HQns5VG05AZm0HbG8YlzpFI4UbptnBfIkFPnwVT3GKGHpribdIFcPt6e3Daa/H0ye7+ly9/VrgE2lvUEN7KuATaW80PtojHHta4NOinl20ZyGSi1Dv8Oz7H840fDjT0DjT1DTTfGH2kspuSjaH2S2wrDP8+coPXd0YmmaaG2eaUGs5PPv+6zf3v3DrJYeDdwK2BvUQ7Qn9Q6Oi0YEPpz0R+IbH/MPjCjCNjAdGx4Oj48GRCRytAiqT2YsgMNH8bCMTS9ni3IabBHCiYd92v/xSGBRNfFkMyCatfiybfDfQZAvfILIR3+CIV55jK8Ve0Suyx9vfg/pFd1+nuw9BHup+OsUj/eg4dUYkg5ZINx5p6Yd6GQh8/L49/bVX9MO4MufhkU3ObcRMDdq7RNseN0Ebpml8mdbWVbYQxjWccZzmtEcDPstj+Gi016+N56IArjQ5A60JgBbYG3L6Bp1edNNUtNft8XV7+uR4LvoHzb0n0p6nf8jTP8T27WG0N0yhPTrqibRHC+OqaI+Cejq0ZyqYaw319gXffDPw7puBdw/6j9b6T9QGTtQG62pDkoXraifraiN1tdG62ujJ2inJpjG7DpaBhj9B+bFGT9ZG62ojdbWTdbVhrBkE62oDJ2r9Jw76j6LWsi/45guhl3dO/euBAwdMoF4AoZ67rduDgE8P9eQfW/jXTPTwjfmHRv3Do7IDTL2WJs1JpqDYmGjqU2jOtnFtGq3XbVRj2u8/xnAYusmGLlM2tE0tboMqwwY+D/eKKx5Lkye8gz2I8JAnz9OHIA8tVN3p8op9ocvXIdKesjldt+jeG2R3SDyQl8aOvaxAPc5ILucye7hLz3COqrUtNBK6Pa7hhFz9MK7hFA3La6+w5qBkBO0lCPhI2vNgw/WkGbhDTmktZaf4LpIDuIjz+hDtKR6+3j5xloYG+NCcXN+gu29Qob0BNe1hwCcP3euPD/gSS3vj1mkPod5LozWvDL31ytBbrw0demO4dv9w7f7R2v1jtfvHavdP1O73H97vP7w/cHh/8PD+4JH9oSP7Q0f2h4/snwTLIgtLTzZ4ZH/w8P7AYfG5T0gtYbR2/3DtG8O1rw0dQq3lpdGa6rE9vwrtevvtt/lRbyIQbutyy7SnRj31N009H14b0h0YGR8cmRgamZDoSusko/zqUsPZIMUmhsb8g7gRCRR6GyFNBjjSxvqHxvqHlItCQ+v6cJIbGMVfQzLPKVQn2pAb8Za0VIrLq0y26Hb3dcudnwR5Yq/v8rU7ve0i7XkR5yEnX5c8bo/SGw0qZgB56U17qaY3a8BngfY4N0wjUU9/1oJd6yqnfHtcw4s1Ne+YFcaV56CkfHvcdAA+d/+IGwM+d/+wZ0A8Irr0UJv3icAnrhWAhpf0KsP1kFev2+NTgE+iPY17z0XQnof07VHce2Oke4+JepRgrp+T9gjgCyaU9hDq/W7wlX8feOPfB954pf+dmv6DNYMHawYP1Qwdqhk+VDN6qGbMUTPuqJlw1PgdNQFHTdBRE3TUhJC9K1oYLANNfnzoaaInG3DU+B01E46acUfNmKNm9FDN8KGaoUM1g4dqBg/W9B98pf8d1Fp+N/jK8yO/+0Vg1xtvvGEO9TpdEuq5CdSTaK9PRUX0kXyDIxODBGzpG+0U9bmqKCo9cyrM4Z452Xyyl24QTYyVDMFucAgPAAAgAElEQVScbGKYA9t8VrO+nTgldlAZtoym0yK86yXXofB2IEPdHmYd0kedknuvg6A96ff0gIrzjAkPwrjJQD0N+vBsFEsdtCejHmdk06zTi3973Hgce4Zrr5ATclkbpiVoe1wZZzPIsacLfLzMpwE+NwZ8aDMezwD6h5b2nN7BHu+AHMPtFqdi9MuQ1+X2dbl9qtF7Eu0pwIdW6fMNun2DaEKuSHsDhHsPod7gqG9QWm9PTXsG3QolmKsBPk7a4wY+q6iXd3xJ7vuFue8Xfubw3cKRu4UP7haOLxJOLhLqC4UzhcLZxcL5JcLFJULzEuFykXClSLhaJLQWCW1FwrViob1YaC8WOsAy0NCzu1YstBUJrUXC1SLhSpFwuUhoXiJcXCKcXyKcXSycKRTqC4WTi4Tji4QP7haO3P2Zw3ej1pJ3fEn+6aXFV9a/9tprplCvtdOF0Z5HiE5N4xaZuk5aNJk2rfcprXrTokUVm2TaFLKwbBHSlG3ZQhHGOn/qxfzU+3BMyhtvUCwsrgsj/amcGAyLSwaq9hQhKxDhN44FqxlGuy0L0dCdFP/NbAna9R2xhYEobQCt2iijnrziz0QghAybOR7U2NhEgGqj46T5MQuMjospUT4TgdBEIOwPhlGVguEI3yqYVq5aXqhSXK4Su1izV0q7TMXwCxwPhCYCIVSitPYn+eVKfQNLhimvu2maTYWj0+pTWM89onnphSYj6GAoHFHdWNmUd6lSE+klrHozK29vqQ+i9AtMu0EaawMPXZvBbVrfbsxM35jR5BCdvqEMOsKAD1BvQVvqUA/9pEe0J2ytqAQDA0uyyaiX8pqAgYHZYu8cOCjS3riK9gD1FrSlFPVaJceewHkyCASyUTLqpboiIBDIHm2tqJy6jqGeRHu3APUWsqUa9Vq7APVAoBQJUA8EyjJRUG8sMDwGqLewLeWo1+lq6wLUA4FSIUA9ECjLpEI9DPgA9Ra0pQHqtXa6oKcBgVIgQD0QKMtEQb1xQL0Fb6lBvRCgHgiUegHqgUBZJjrqwVi9BW6AeiDQwhRwHgiUfQLUA6NYylDPCagHAqVSgHogUPYJUA+MYilBvWCopbOnBaO9ODqbluoSoaS6JRKJOMqFcof1jGxU+tQEBGIKUA8Eyj5traicvj4DqAemshR59Vo6e1o6eyygXkt1iaCopLolGajXUl2izpo4oBagHigDBKgHAmWfEOqNjGv3TAPUW9CWMtRz4rRnDvUYGAWoBwKZEKAeCJR9klFPQ3uAegvaUoF64yLqOQH1QKCUCVAPBMo+AeqBUSyVXj3FsRcH6ikHcMBylGMxXu7MLRRKLUuuCUqnJAAABKWPAPVAoOwTjno48AHqLWhLEepd7ehBtNfa5Wzp7LE4Vq+kuoWGeo5yBfAM/G8WClVjG7UsFeopgOcoB9gDpY8A9UCg7JM+6n2uruizRws/e7Twz95b9Jn3F+UcW5RTV5hzqjCnYXFO4+Kcc0tymopyPi7KuVSU80lxztXinJbinLbinGvFOe1LczqW5nQszekEy0BDz659ac614py24pyW4pyrxTmfFOdcKsr5uCinqSjn3JKcxsU5DYtzThXm1BXmHFv0mfcX/dl7i1Br+Vxd0RfOLC2+un7fvn387XAiGG7pdF7t6EHA19rltNWrpzjR7HLssQull6Xx6rHzAYFSJ0A9ECj7tLWickqNeoj2EOrdUV+cV7ckr27JZ48X5h4vzD1ZmFu/OPfM4tzGJbnnl+ReLMptLs69XJx7pTi3ZWlu29Lca0tzO5bmdi7N7VqW2w2W4da1LLdzaW7H0txrS3Pblua2LM29Upx7uTi3uTj3YlHu+SW5jUtyzyzOrV+ce7Iw93jhZ48XotZyR33xXeeWL7v29Zdffpm/HWpQr6XTdtSzI2rLVSi9LEA9UAYIUA8Eyj4h1BtmoN4Xzy6/o6H4jobiz9UX5Z0uyjtTlNdYnHe+OO9CcV5zcd7lpXlXluW1LstrW5bXvjyvc3le1/K87uV5PcvznCvyXCvyXCvy3GAZaOjZOVfk9SzP616e17U8r3N5XvvyvLZlea3L8q4sy7u8NK+5OO9Ccd754rzG4rwzRXmniz5XX4RayxfPLv/SxytXdH3j97//PX87nAiGW7tcOO3ZO1ZPFSh1lMcPV/qFkmWpA7jSx6o/QKBUCzgPBMo+yaiHTIN6X7q08q6Ly++6uPwL55flNy3Lv7gsv3l5/uXl+VdX5LeuyL+2Ir9jZX7XyvzulfnOVfmuVfnuVfmeVfm9q/K9q/J9YBlu3lX5vavyPavy3avyXavynavyu1fmd63M71iZf21FfuuK/Ksr8i8vz29enn9xWX7Tsi+cX4Zay5curfyb1tUr3H/34osv8rdDv4R6Mu3ZPS0DG1xnB1vpTsuglKX26pXDrAxQ2glceiBQVkraLSOooT2Eeos6132ldc1XWtd8+erqgqurC1pXF1xbXdC+uqBzdUH36gLnmgLX2gL32gLP2gLv2gLf2gLf2oL+tQX9awsG1ok2CJaBJj8+9DTRk/WuLfCsLXCvLXCtLXCuKeheXdC5uqB9dcG11QWtqwuurv7y1dWotSzqXFfk+trmC0++/vrr/O0QoR7u2MvW/gYitqA0FaAeCJSVwjZGU9EeQr1/A4Gs6tVXXx0bG+Nvh/5guK3bLdOeqQBuZglQD5SmAtQDgbJS6j1wFdpDqJfq2oEWirZWVPpD4bZuN6I9QD0QKAUC1AOBslJq1FOAD1APlExtraj0hyav9Xhwxx70NyBQUgWoBwJlpWioFwDUAyVZEur14rQH/Q0IlFQB6oFAWSkG6gUA9UDJ1NaKyoCEejLtQX8DAiVVgHogUFYKUA+UDsJQrxdQDwRKjQD1QKCslD7qCRQlfDw5WpFMu9sAdcNRGNyeLdpaURkIR9qdXpz2oL8BgZIqQD0QKCu1taJy+vqNkfGAxhDqqUEK7eyZItSjVyJJVQIlWgj1Olw+ifY813o80N+AQEkVoB4IlJXaWlE5fePGyERAY7duZwTqgbJEsldPpr22bkA9ECiJAs4DgbJVWysqp2/MjEwENaaPekQ0tdwhfqpIZDX8MOWQTG2M0wkxvHra09W5U0sEpZFkrx5CPUR70OWAQMkToB4IlK3SRz01NZVTHWqSE666XCE0h/RvxUMnHXLgPjv1Qe3J1Arro165Q6LQcoduifTMQakSjnqyYw+6HBAoeQLUA4GyVda8erFfFoEtEEtaOwyEI53uPpz2oMsBgZInQD0QKFuFZuBSUS/lkAGW5mZvOwyGo53uPpn2APVAoKQKUA8EylbJqJdybgDLdIuzHQYno12eftyxB10OCJQ8AeqBQNkqCz26I0JOopDH6hGTH1Qp0TH1pA47p2WUO6TM5X+VVLcwSgRxKTnYh6OeTHscXY5mghA8WhDIqgD1QKAsE09vbXK3DFgFZcHJRuZDqNfdO9Dl6Zd9e0ZdjvjzQPxVoEA+CAQyL0A9ECibxOqVRyeCsqFpGWZyBdRb6IqH9rZWVIYmo929A4j2eFCPgnaOch1/MAgE0hOgHgiUNdJ0w5ollEf9QWTmUQ8EUmSW9hDq9XgHcdrT73Iovy3UC/+IH2GBfHJ9RXI9xnJsgAL8cAEtIAHqgUDZIbL3BdQDJU78tEeiXpenX7fLoW2qoot61PUVq3GmI0d+gkALR8B5IFB2iOx3yXX1Rv2hUX+IsoQyCGReZlEPGaI9E169FofD4XBIy3hTUU87b0gQiGXBxSzpa4WDQFks+TuR6oqAQKB4xYN6iPYA9UC2yATqRaacviEZ9bp7B5i9TqigEGwBmm0vQhAh+Rub6oqAQKB4xUI9fELG6ERwDFAPZJOsoR6iPUA9MJXZ9iIEEZK/samuCAgEilecqDdK3QMXBDIvUwFcp28IGaI9QD0wldn2IgQRkr+xqa4ICASKV0zUk2ZjaKZlpBARQNkhs149c6hHfOJwOByOOAbZ0SZ7gFIsQL0kSP7GproiIBAoXgHqgZIsCwFcmfYsoF48knbeANBLMwHqJUHyNzbVFQGBQPGKhXpj/pDGAPVAtsiCVw/RXvJRD5SmgsedBMnf2FRXBAQCxSv2WL3Q6ERiUO+EIMQkOxF3svQsdA+WT4yR5xZGGmRxagvfVWjqsMVqMjP3zXIA1+kbMka95w5+8p3ffwSW3SY/7pTXJItN/samvCbZZM8d/KSuy29bBw4C8YkdwA0hsxn1PLr0YzZZ2haactTjuQT96vEnM3nfEot6HaNTMVC2S37cqa5INkv5xoLsU8foFAv19uzZ89xzz20Dbdv23HPP7dmzR7+HqKs/c+RYXe0Hx8GOHKurqz+jf7uoqHddE8ANhMYCdqDeHjXHrGd4iTiTpX+h+qS4npYG8Z/HUqGyDH1s67EE641qqJ/M/H2zhnrIjFEv1W9yUDIEjzsJUr6xIIZu3rw5NDQ0NjYWCoUmMUUiEfRfWdFodGpqyu/3x2IxKupV79794osvjo+Pz4Pm58fHx1988cXq3btZL/z3j59sPH8xOjWV6pqmhaJTU43nL75//KROh8qFenZ59TwEBFDJhjNZOhfKg3pUIUrbY6lQJBm2PEb+S8NL40lm/r7xo15YjXpcY/VS/fIHJUPwuBMt5esKYstG1Nu+fbvf779169YUaGrq1q1bfr9/+/btrBf+4aMnpqamb9++fR10/frt27enpqYPHz2h06Eyp2UEQmOBMG63bs/HhXrr1e4f5VWidhpxJsN1gs0WKSlUwFAPd7Dp+M94SuSUTHgs3NzCuFgLySzcN5Oo5wKvHogUPO5ES/m6gtiyEfW2bds2Pz+fasRKI83Pz2/bto31wq/94Pj8/HyqESuNND8/X/vBcZ0OlenVC4Q0tGcP6pFsRKUuw2TkR9RPU1KowB6rpx8O3hN39BYPp7JQT3Yc4hhK+hF5klm4b0lGPbFIPilVTIASlDmZZ0KvIk0EqJdoLYRWFL/sRb3bt29HQZJu374NqMcv66jnD40HkIWRpS/qGXr1klyoQAtiasa0UeWJO3qLA5k+6pF2wnyypKCeK06vnmCyuzKb3myerH9brg81QSKuIn0EqJdoKV9XEFuAeokToJ4pWUW92TGJ8DIA9dKtUJbIYW1kVQ3jqjrS0CcP6iHJsdotJpMlC/Vk4Mt41BNvgZmyDNNQEyTiKtJHgHqJlvJ1BbFlO+rpvxMXlAD1TMmyV08kvKBi6TtWL90KZUl/yoXlmRxI+GxZ0vBLoPoXydJ5kiVlrJ511FOKVB8xTKN5oeMJ5H8b5qzJQfNfatHUE1l1NkyjcxWZLkC9RIuncYJYqBcKhQKBQCgUkl9QgHpmBahnSnGgnhi6nQiKdjtO1BMW0gxcnZqwUE/f52coftTbQmNKEvU4kyV4Bi6Oei5TqCdgRMX/jxgBSdTEhmk0Emiop5Oemrm9V5HRAtRLtJSvK4gtKuoFg8FAIPCzn/0Mpz1APbMC1DMlywFcOW5rJ+olaIk7nsmwySx0Dw3p5Pypvi7O6K3+lVKrobMq8hbiyB7zyRK5rp79qKdUQv0RLvKg4VlkztQ8yTSs9Nbqo5OzYQ0zS4B6iVY2tZbEiUQ9xHnPPvvsL3/5y5deekmmPU7UmwRJAtQzJYuoNzOLgrYI8vzBSX9w0gbUE2g7K1DBhTOZ+DLSpajkF8qafkuylOYUw+it4ZUikTMqNOlZG3UIlpKZum+pRT3Nm5o8Qh60nA9PAsMTTdUHT8k6KzsEqJdoKV9XEFsa1EOct3379t/+9rdvvPHGoUOH/vjHPyLaA9QzK0A9U7Ls1ZOdeRPB8ERw0h+yCfWEBGxHy+PrSn6hhoSEaw8HwPEUiifTQT2BCPiyLpYzWWL2wI0L9WIMNx7+p+aItqK0fMhPWTmzEmjS6J9FTaPJinWNOlea6QLUS7SyqbUkThrUCwQCL7zwwh/+8IejR4/W19c3NjY2NTV99NFHgUCAB/Vu3boVAkm6desWoB6/9FFPfFvSvHoTwUnc7EQ90MJW8lAPlK2Cx51oKV9XEFtUrx6pEJ9XD1APF6CeKZGoJ78kcdOg3o0Z5NWbnAgpdnseUA9kgwD1QPEKHndCpXxXQbqyd7EVQD1cgHqmJKMelfBYXr0bM7MTwUm/bCHw6oFsE6AeKF7B406olO8qSFe2o14QJAlQz5R0CC9UUBhhjNW7IQVwEeQB6oFsVApQT4BOK27Zew/J3EzlD6iXUCnfVZCuMhv1Lj9/j/rV/NQBxkf3PH85qTULBpOPeq6GP+A68smYnblrimlw2ZGXPt4hwpPFQj2Z8AKhSCAU8YciEMAF2aJko56g22NRPxUravKspMls6YaXw1+i8hTVmZs9EouP9gD1Eirq8wKRsh31qEP9EqJLCObuef4S8feBpwTsI23CZCmpqCdynkRgmj/tlA2ox493uAxRzx+a9IcnA+EIePVAtiipqCdY7a4snxhnDoZniTcxKZXRnCuo6c3yEZ1acdYTUC+hUr6rIF1lLOqJ/PbUAa6PEPslGfaSiHpjnxxJoB9PLeuop0941hZbuTFzEznzFAuDVw9kjwD14j3LQs7xXI4AqLfApHxXQbrKWNRD8EYjPepHOskTpiSiHhO/EANianBpA70yIqrTigfViRtcZlHPMEQrp7SIerM3A+EIbsFwFFAPZIvSCPXECtEO6pyo+VR1bdyZUE+k/kktUSdbnawEgrQMy4oRrKY5S5OM54jOhfBcWgxQL8Hiab2gmN2oNzMz402OzvzLWkEQ1v7LGeUPUU/8C/6RpFefEMiDCdbMzEySUI/PqSel+qQBYzkEbkc+cSHOQwdF6DvS0HBEC33S6Qaox4l3uOJDvWgQM4R6OlmBQDxKI9QjE1AhxtpZZotm5WyBh8j6cP5Dv0rWwA5QL+MEqMepTEU9kd2eeJVyiPIRLXnClTzU0/O0af16GlZT858mB8L/94c//KGhQQf1LBCeLH7Uk3vfrRWVM7M3g5MRyaLIAPVAcYpsbDrKftSLGbnQWJlYgEhWDVkuOp5zLR/hqae+APUSKkA9TtmOep4k6fTP1giCIGyuUQ7VbEZHmB+t+dnpZFXP4/F4koh6LLeeyHmIy6hUJx5E/jsNwKnOlqXFSv4Qrb4MUY/sgGO/LJJQT4S80GQ0BKgHikNkGzM8ZUGgnuFZiUM9nX8YnhsD1MtqAepxKmNRT8I3id9EvkOER/0oyaCXVNRjzcDFh91JUVm6V08ngKsJ9Yqn20V4plAvQuuJZQtFoqHIVCgyBagHMiWdRsVzejIWW6F2aQImnrPwPzVn6fvMWAVpcmNVj3VRrFqRNRRoYuXGKt3aEdYN0b8oWYB6CRVPAwPFMhr1PBjfYRKdeZqPks55niSjnhbv1IBmHMAdY0zLUB9scNmLd7g4UQ9Jp2+WrdzBmVlK5ShXNd+S6hY787XnHrRUl9hZtVSLp/FwQh5Sti2hnA51iEf21j8ezosB6iVSnL8lQLEEoJ4bJCnZqJdIJY7wZJlCPSTOPjuOHh0HJjvhSZW9nKfmTxuyZmVl7loyC/US2R7oyqqN0aDjtFdp/rgzWoB6/ALUS5wyHfVsD9HqywLqba2onL15MxydCkWitmAf2MI0U62O2g6zB/VA9goed+IEqMcve1Hvxo0bTpCkGzduZCLqJRPvcFlDvZmbN8ORaDgyhdv8/PzyFStTDhBg6Wmm2hhnOwTUA9EFjztxAtTjF6Be4pRZqJcqwpNl3auHCC86FY5OTUanJqNT8/OfLl+xstyBhylVQUj0QUl1dcqxA8xeM9V+7JINqJfa7ipBpUNPHAPUS6SggfELUC9xSn/US3KIVl+WUW9SJLxpZJHoNPLqqVFPM/0BDYorVw9ZQziIz5Gopo3VUw10kxCymnawRSmVMtKNNWBOP3+xkvK/GEXLBw0v3PjOZNZYveQrrb16dnWEZvMR1NNaba9PpghQL3EC1OOX7ajXDZKUtqiXPniHyyrqzeGQF5majkxNU7x6CiDhIt1+Gh9gvKinKkdbPougbEU9wws3vjOAegYC1NNLr+mMF1rHDKiXOAHq8QtQL3FKN9RLT8KTZRn1EN7hxg7girwiB3AJkkOfy4mpqIdnJZ+lw2dCuYPhwqPPwC0p0cufhXrqKyPSsy+cmsCBAaBULUA9huJFPRKGyD5M56Dm3+RB/b7QVOk6J5LZav7LWZ8sE6Be4rQAm5Nl2Yt6169f7wRJun79espRL61CtPqyC/WiU9fnP0WoJwdkVUwjKMfU/EVEMmXiIZx5qqQYDxFuMDKhRvR19XTyZ6GeTn3ICze8M5TbAajHkv1j9QSMjagJWGl0kunIsHTONGQCQY16nPXJJgHqJU7yuynVFckAAeolTtdTh3qZgne4rKHezZtzkanrkanr0WnFEOqZyiqTlYAF/0BmlAzUi3G436h9XspRj6y2YX2ySYB6iROgHr8A9RKn60lHvUwkPFmWUS86dT06dT06fX1KMhTANZVVJgtQL8VKEurxf2R4UD+NjahnrT7ZJEC9BAk4z5RsR712kKTrSUG9DArR6ssi6s3NSc68G1PTN6au35i6fmOBefVAKZY9Y/U0cVjcKxaj+fCoKVm0p9Mj8pROzcewo6XWmefEbBKgXoIEqGdKgHqJ0/VEol524B0uq6h3a/r6jGg3RPsUUA+URKX1DFxQagWPO0EC1DMle1Fvenr6GkjS9PS07aiXfYQnyzLqIU+ebNPXbyDU+wMIFIdisRh/OwTUA9EFjztBAtQzJRtRb/v27YODg8FgsBXU2hoMBgcHB7dv38564R8+emJqavr27duGDJQ1IVod3b59e2pq+vDRE5ydq9zFItSbVpno1RNAoDgUA9QDWZDcepDgcSdI+BcVZCgbUW/37t0vvPDC8PDwNGh6enh4+IUXXti9ezfrhf/+iQ8bz1+cnr4+z5A+3rHOylBNT19vPH/x/RMfcnauchc7N3dLJjzZAPVA8SsGqAcyK7INweNOkPCbDDKUjagXiUR27dq1ffv2baBt27Zv375r1y79HuK94ycPHz1R+8Fx3PQJT5M4a+zw0RPvHT/J2bPiXezcrVvyEL3rkgHqgeJXLH1QD69TCpUm1UhzkS0JUC8RgtZoSvaiHsiaDEO0qa5gmkr06t2Y0dAeoB4ofsXSB/WQBEu9Gs9ZdqWxpsTlnCqx2hPIRsGNNSVAvRQK8C5OyV696yqbBdQDxa/YQkA9gbGnhV2l8yhxOadWOg0LFL/gfpoSoF7yBYRnlxDqXVdHbwH1QLYoljTU05SKH8Rf1gLRq1HT4AfJbEmZSiPQVvuj1od6UdZKz2iFCgpZzQsUj+BOmhKgXnIEIdpESEY9RHjXZ0QD1MsSbRGEmNpY8mBpTrCTneBLJghCklFP814WMGBiJSPT8JxFCr9g/WTkWTr1If/LmXOWSX7crEYGsia4gaYEqJdQAd4lVFsrKm/dun1jZvbGzOyNmZs3ZkX79NM/AeplvDwE5yHbok5G4iALCskMdWkvlswArlwk/id5kDwFTyPQej7qQc2ngnkgIxNrqmE55yyT5nGzmhrIlODWmRWgXiIEhJccyRujTV+/MUVsjKbXjYPSX4jM1mNHkE/Oo05GQpuHhnF71Ai4ngGOeMbJH6snmIE2Mg3PWVRZSKNTugCoh0mH7MkGB+IU3DSzAtSzSxCiTb62VlRGp68PjIwPjk4MjU4MjfqHxvxD44Fbt24D6mWnNB67LcQRAcM4XB4C7LbQwBEvKh3G6gnYkDj9NKwj8sF4+glN6dRSNAUJ3KhnSw3TVvpkT212IEPB7TIrW1HPUa5ptSXVLfz9dmYKCC+F2lpRGQxHuj393b39Pd4Bp3fA6R10+YZuzs0B6mWhSK/eepoDj+Q/KvwJ0sH1xHH0YbrNwAVlongeN6v9gViCu2RWCUC9cgf2R7bCHuBdOmhrRWUgHOly93W5+0Tg6+3v6R2YvQmol0XSH6unkcx5JBGSDjxAPVCixf+4Wa0QRAruj1klDvU0f2WHgPDSSgj1Ot0+EfUk2gPUyyppUI9BZoKADcjTJAPUA6VKZh83qy2CcMGdMavEe/Wqy/EmW1JSgv2lpkIsle5Z4mn4Sch5SB6xQxCiTVvJqIdor8vTB6iXzZKn0FJ1go2DgHqgVMna42a1SBAS3BOzSuxYvXKHfLDcEYlEWqpLBEHEMDnAix8UU8ioh50lspt0mkM+yD4SF+wB3qW/RNRz+WTaQ449QL2sFaK9PYzjrGkWMFYPlCrF87hZ7RIEd8OsEhjApRxUJVBTnc5BgiAFQSh3KEclpiOPWBAQXgaJRD1Ee4B6WasTNNSTnXkkAspK5xm4oCxW/I9bp4EuWMFNMKsMQD3R68cY9Cfznfw5ecRIEKLNUG2tqAyEJztdPg3tAeplvPbQZmDIUy7k4+vZQVtqhmm+rh4o+2Tj42Y10wWoBX75FpRc1NML4OIp1PynivBqhgAqIeLycuKIAeoB3mW6tlZUBkKTHQj1MNoD1Mt44RMsNEaulkw10l1HJma79ARAPZAtsv1xsxrrwtHCvOo4lVzUi2iisUbTMuSzRNpTnUbmRM2b/aYFwst0Sajn1dAeoF42iLrjmcZ1p4N61C4xPffABWWxEvS4WU12IWihXa8tSrfdMhK0QguEaLNSCPXanb0dLm8nRnszN28C6oHiVAxQDxS/Evq4WQ03u7VwrtRGpQHqqT12tq66DHiX3dpaUekPTbb39KpoD1APZIdigHqg+JWEx81qvtmqhXCNtisNUM9+AeEtECHUu9bTi2iv3dmLaA9QDxS/YoB6oPiVzMfNasdZpiy+tMTJRtTz+/0XL178IEUyDNGmqmIgU7p48aLfz/tDYmtFpT8YFlFP9O35Ol2+mVlAPVC8igHqgeJX8h83qzVnjbLyohItG1Hv9OnTB6YPvhl762jsWGOssTHW2By7dDvG5dIAACAASURBVDV2NaGmj3eJLh0sfmuOXUKt5Wjs2Juxtw5MHzx9+rQp1Gvr9mhoD1APFL9iiUY9sAVlSe7aWW06C5Rll5Mc2Yh6hw8ffiG2Jzmop/+dSjm+gPGbBvVeiO05fPiwSdRzK7Tn7O1weQH1QPErBqgHZqOlpINnteyMVtZcSDJlI+o5HI4Xbr30+s39h2ff/3Cm4cOZhsaZpqaZ5guzl1R2U7I5zG4Zm+FXiScTsOQZ/nzlh65uDE0zzY0zTai1HJ59//Wb+1+49ZLDwTsBW4N6Mu0B6oHiVwxQD8xGS2E3z2rfGaosuITky0bUO3DgwM6pf30h9PK+4JtvBt59M/DuQf/RWv+J2sCJ2mBdbUiycF3tZF1tpK42WlcbPVk7Jdk0ZtcV0//64CnBUmz4E5Qfa/RkbbSuNlJXO1lXG8aaQbCuNnCi1n/ioP8oai37gm++EHp559S/HjhwwATqBRDqudu6PbJvD6Feqr9boIxXQlAP6YI7lOqrAy0s6fymySxlbs1TKBtR7+233/5VaFf12J6XRmteGXrrlaG3Xhs69MZw7f7h2v2jtfvHaveP1e6fqN3vP7zff3h/4PD+4OH9wSP7Q0f2h47sDx/ZP6kyfcLTJAZLOwtLTzZ4ZH/w8P7AYfG5T0gtYbR2/3DtG8O1rw0dQq3lpdGa6rE9vwrtevvtt/m72IlAuK3LLdMe8u0h1OPMBASKU4B6oExSpgNfxlU4HWQj6r3xxhu/COx6fuR3vxt85d8H3vj3gTde6X+npv9gzeDBmsFDNUOHaoYP1Yweqhlz1Iw7aiYcNX5HTcBRE3TUBB01IUdNyGHoAq8JvwuWvhaSzVETkp5swFHjd9RMOGrGHTVjjprRQzXDh2qGDtUMHqoZPFjTf/CV/ndQa/nd4CvPj/zuF4Fdb7zxBn8XOxEIt3W6JNRzA+qBki9APVDmKUOBL4OqmlayEfVee+214ivr808vzTu+JPf9wtz3Cz9z+G7hyN3CB3cLxxcJJxcJ9YXCmULh7GLh/BLh4hKheYlwuUi4UqSPd0JHMVhmWHux0F4sXCsW2oqE1iLhapFwpUi4XCQ0LxEuLhHOLxHOLhbOFAr1hcLJRcLxRcIHdwtH7v7M4btRa8k7viT/9NLiK+tfe+01/i52IhBu7XRhtOcB1AMlWYB6oExVxgFfRlQyDZVC1APCyzZLHeq1drrkMC6gHijJAtQDZbYyCPjSvHppqySjnmGIVsSFlFMLmAVLKeq1YmFc1QzckuqWRG2tHJE2bRawshIutJOgcVHSRSfu4uOXum7SzTRfV957khgB6oGyQRkBfGlbsTRXclDPmPBai4S2IuFaMaBeBluqUa+1S4V6kYiGxModVphP5xRx+2b0mVhU4pGKD2uUatuHfHgOdgCko1x1IcrDspBtKmEPUA+UVUpn5ku3+mSKEop6BngnjdUTrhYB6mWDpRz1pDAuEcCNh0t0zk2Nv4wHavA0iUG9+KW9DhzLrZShAcckymbUo3a0IBAIpKPko54B4RHTMgD1ssTSAPUQ7bFRj/RLSVL8X5hKqqvLVSnUEr16xCdkzlhiKecWImW5gziXkVLA49KqZJrrpZ3Jf/nqs8qVj/XupO5VqO9SSUkJTnroTyVj8Y6VVLeo/027FZFU+vUA9UAgUIqVHNQzDtGyZ+AC6mWJpQb1QhrUa+10zczMGqGeigvQUZnrcGeYdJDpZlIRXEl1Cz1nB0YqMraUl2vxRSYdTR1Up6sPKsgnQw7KX64xzaund/kspFXfCs2d5LkKNYNpXISKTw5LLldTCZW3kHdSyjllgxIB9UAgUIqVUNTTxzvOxVYA9bLE0gb1bhijHs2DJfqtVF44Q9STJCNItWHORK2YxekebFGuAccowrlFQz3jy9e6IZmox38VOqinLUtQsZ5cQwfjprXolJMEJQr19N/dIBAIxPm6sIZ6+oRndl09QL0ssZShntM06qkmVJDJIhHTqCd7o0ooOVstjoucZGzDQqd4SRTUM66PKoWuV88O1NOkwP7EWE898pCSc9Z59WzuE+p3hKoa1Id8s6WF0/U8JzdMY6/46F4fK91cVSFRCkPefdGCHXN2JdM9a35vGW+teNUwrbkP9TtCpfvm0R0oKAwVlM161WfU7wgVFIb4r8W7L1q6b544PFdFPjLfbKlcGfzfsbkq+sPS3hDvvihZYa18s6WGaewUq/KKaNWe31sWotw332yp7p2XHh/luKmnZlbqhmri6yPJdtQzDNFaXkIZUC9LLCWoFwy1dPa0qGlPQT3mDFxVHJAaqzVEPVUWChtRczYbwNXUwYGBlxwbxeKt9Li0KHYAV+fy8aCrxmHJH8DVRT1srB6RgMZ62vtM5Jx9Y/U0xyWG4LOqhpi2R2+YLtBQghb12EWwujptntq+is0QvL0aqw/WFzfqze8tky9Tg1D4R5rTKTxRv4N+l0RWwO6hd1+U/ciwS/DNVhVqSpnfWxYq2DHrVQOQqmj8ifjmvYjRtRWzgHpzcmWUKzJoJPN7yyishl0+9mnDtPZ08ohWtMfK/PXCQEBJmmZm8qmpmgrfdxO7G3gRpmHaLtTTrzP+7gLUW+iWIq9eS2dPS2cPiXqCgghUFxRncNAhJWPTniR1JBHPmThoMC2DhCSjaRlYVJrhrGtRX4jB5dNmVuC3gmdahj7qaQLRqs8xflQTNa1m+L3Mqhm45l75MYoDTNsXarHJ0KvXMG3Q95hBPSYi6HWHZHdO6VbJLlwP9TCGqN8h08b83jLcFafCFNTNq3Iom/WqHaX1O0IFO2bVdVPuDE5jND8lA0ZVLrpY/Q6Ks1Bzzym4oM6EWpwRZBhwEiH5N4MW9bz7ovJt8e6LygkIrmXD0465GA280LkUIJOvi3IfFFF/UVh8anL9dVBVakJYtswfWrq/iDhfFyzU0/8a2rsxGqBelljKUM+poT0igAtKS8UNZ0RMOivW1Usg6ml7Oy3qcTon1M4YK169OcJfRUgVMsa7eQ12qP6UO2wW6ol40TBPYg1OHoTmqhQHjxxYnKsqm92r5lfWRfFDA8t7xPSiUW8UExo0PBHdu496On4fOB6W9l5F9/ooMe6Yb7ZUlRV+V9UF0X9jKAk09xCLnqt+umiaH0pmdIfVbJ0s1FOars+UD9sC6hm2kwTtgQuolyWWCtQbF1HPCaiXiTI/vI6cLEJOxU22kol6TACKxXhQTzNiT9erx4pIEvUxj3qUsxiMhXX50tVxo55yf2bRfWB4xbCqMu+G0nPjRbAicZgIV82OOc4ALsujqefj0XVc6eSjekyEKxHzsPJkLolEPdoAR9UTEYcDYq0IbyrYv6moR3rm+EOi6nPjeWpIJlFPaeca77Kh+FFPH+/kV5Pte+AC6mWbpdKrp3LsAeqBkqlko54KR3QdD0ZkoPKdmBtvpHhfTKMeGQ1koh5+dVJnbNGrp+Nyi8VIhxPrUwwC1B25LlWo3Ffc/iHzqGcYcGfko6oSgxf1QZleGXU+JEzT8Rq/CqWBqZyLNNSbJSesSMnkp6aQIvkTiHj61p6a8lFBWZTZqNSohw0kECvD/tWhkSHqGRJeIvbABdTLZksR6l3t6EG019ol+vYA9UDJVJagHi7umYA80UN1EbTenWeiqPzvuAK41CvFIYAqsuut30d1VTJcPr7ZUgINOWQW9fRgnZzeocSLURhaH/Wkhqcf/VSVQvXhGaDeXBUJ0LS2wQjgxjTMRCAsPkxQ+z3SMpnFp4YkOedQJlTHtnasnjVRXxeGP9Xi2S1j3759xVfXf+HM0s/VFX32aOFnjxb+2XuLPvP+opxji3LqCnNOFeY0LM5pXJxzbklOU1HOx0U5l4pyPinOuVqc01Kc01acc604p31pTsfSnI6lOZ1gGWjo2bUvzblWnNNWnNNSnHO1OOeT4pxLRTkfF+U0FeWcW5LTuDinYXHOqcKcusKcY4s+8/6iP3tvEWotn6sr+sKZpcVX1+/bt4+/i50Ihls6nVc7ehDwIdpTTcsAgSyJsxFGMhj1GCFaA/ee7rAtI6+e0n3qTSgWi6CvG2Iv6qlqTgU+7ZwMtU+onmOsnohHZdFSgwunTAE2gXq+2dLCaNUOrb+KBu7yI57e65tHl6DUnEQ9+jReJSum48ok6hEENr+3LFRaRll0hjUtQ/MFqdcirOojzZRbSvDXylNTai4Vje42cUuJsXr0/A1AEH9d6OOdXRujvfzyy8uuff2uc8vvqC/Oq1uSV7fks8cLc48X5p4szK1fnHtmcW7jktzzS3IvFuU2F+deLs69UpzbsjS3bWnutaW5HUtzO5fmdi3L7QbLcOtaltu5NLdjae61pbltS3NbluZeKc69XJzbXJx7sSj3/JLcxiW5Zxbn1i/OPVmYe7zws8cLUWu5o774rnPLl137+ssvv8zfxWpQD0VyAfVA8YuzEUYyF/Won4pdms70AlOoR5ZI673oXj0VJqoHMyUA9Rgx3IZpmrNK7j410xeovsm5qsJoKTWcR46VRCjMbZrp1SJDk25U5YiCLNi56rUA1aiH/GqlzJFnNqIecQPR/aGt58fy6mmuVwf1yCGJ5KAC3qdGETFWT9OQ2NMy8Ipx+PzQu0KnkaBkNu6B+/vf/35F1ze+9PHKL55dfkdD8R0NxZ+rL8o7XZR3piivsTjvfHHeheK85uK8y0vzrizLa12W17Ysr315XufyvK7led3L83qW5zlX5LlW5LlW5LnBMtDQs3OuyOtZnte9PK9reV7n8rz25Xlty/Jal+VdWZZ3eWlec3HeheK888V5jcV5Z4ryThd9rr4ItZYvnl3+pY9Xruj6xu9//3v+LnYiGG7tcmloD1APFL84G2Ekg1Bvfu8OrMukL7MnDm/n8+pRR90x5/yifr2K4kpkjtWT43dYTxw/6rF4VDMhlA5/6ObQTqeGm8VOXYyQaqjFABrI28JmVvV9VrvojEYBSi1BHI1Hc6ay5+iYQD0yGouP/yOxBgvL0lxuDNTTLAGovhVa0CRbjlJ5i08NiTYtA38WdqKeDuHJshH1XnzxxRXuv/ub1tVfurTyrovL77q4/Avnl+U3Lcu/uCy/eXn+5eX5V1fkt67Iv7Yiv2NlftfK/O6V+c5V+a5V+e5V+Z5V+b2r8r2r8n1gGW7eVfm9q/I9q/Ldq/Jdq/Kdq/K7V+Z3rczvWJl/bUV+64r8qyvyLy/Pb16ef3FZftOyL5xfhlrLly6t/JvW1Svcf/fiiy/yd7F+CfVw2rsxC6gHilecjTCSITNwtf2u5MihrdSv47pTf2QK9cSFMGjQoLsvgnjJqgXw4kY9WnEasDM/VAtdmjoeOq9M/sXml3BFxilIwUI9DVioxjWyYvQ4larTUPDOFtQjuBObaUHjMJ0l8XRRT7XwoQ7qsa8ijqeG5WBtsZU4vHo6yWxEvddff33zhSeLXF9b1LnuK61rvtK65stXVxdcXV3Qurrg2uqC9tUFnasLulcXONcUuNYWuNcWeNYWeNcW+NYW+NYW9K8t6F9bMLBOtEGwDDT58aGniZ6sd22BZ22Be22Ba22Bc01B9+qCztUF7asLrq0uaF1dcHX1l6+uRq1lUee6ItfXNl948vXXX+fvYhHqaRx74NUDxS/ORhhJsVcPFwP1yOUbpH6IMe00QV49JXNTqCfFNC149STqmlMRktzlqzbLQsFlPJio01UrwxlpsV0xE3FaqDwSi8zN9GI3dNSjzXSRakifdkMsNKi6+ehxaG+sDainjuHi1dawGuWK1C3fAPWoxxnoTBtyN2f5qalyTh7qMV4XimxEvbGxsVdfffXfQKA49Oqrr46NjfF3sf5guK3bLdMeAj5APVD84myEkTRaQpnomUTXnRoO5qpwAmiYJsORifHqsSoZ00U92fEjs5febhkaSKVvuaFdqo0y/p0+zxQbnq+7gUd0r0/rwTINDTROoqMew3lWUBit2sFa/0XKh/b0pU9VD8UM6lFnMKinSmgP4ksfq9un9koxQjVGPcJ5aXKHWUA9GuqBQEnW1opKfyjc1u1GtAeoB7JRptphClFPNZCfnDhJjoKnzjQkh8/zevU4Zg+QqDdreGJVA31zBeSkpOEmFcJUF04gYNySbr520nGh1qMmQwPXvSXngmAXS4K7mmLV9RFrKDcDZe5tvYFDjl5/Qtzr8vCIPrKQkoA5A5eem3rpE+6gvLmnppIV1KPnD6gHWujaWlHpD01e6/FoHHuAevZriyDE1BanTmBZedjJ9Asla2VYQ1TuHuMKmmqH6eHV05XOKvzaXRC4vXoc4vLqcZ2I1Vbfs5iO4r3qmD7usKdlqGPHhPQ4mEfa+qvGjHIu9munmF49zRRmZbkTEnZ1f2ZI2ca1rh7HuRSvHvsyaeJ8XQDqgTJXEur1amgPUM9meRgstcXWDNer0+zhKJQf9TQfLUDUA4FA2SfO1wWgHihztbWiMiChnkx7gHr2y0Og2Akjb5yO9hBsR82NZLI9BMOtF4SYIJxQn7iFnVtMuhZAPRAIlAXifF0A6oEyVxjqqRx7gHrJkOUwLjWEqqHJ9QyUpPr/ePKXtQdQDwQCZYs4Xxe2op6jnPnaLHfwvzgtqaW6RBCEkuoWytGkVwaUHG2tqAyEI+1OL057bd1uWFcv4YrHq6eDevhBHq8eVfo4CKgHAoGyRpyviwSgngakqAftFx316JVIUpVAiRZCvQ6XT6I9MYwLqJco2TJWbwtBY/LQPTwUu54xAk/fpbfHiEEB9UAgUNaI83WxIFEPlCWSvXoy7bV1e9q63TOzNwH1EiJT1KWjEwyMix/1DIfiAeqBQKCsEefrIpmoR0RTyx1EzFdkNfww5ZBcCON0g5rJf7EizightURQGkn26iHUk317gHoJl+yHs6w9asLbQ6Ceh/DPxYgjGq3nqBWgHggEyhpxvi4SPlavvLxcEHBQiv2yCGwhGH9PaVk46smOvXZnL6BeMsQ9lZVLmpF5VGhbb+TYI3mRlQZQDwQCZYE4XxcJ8uqlnDPA0tn4O1HDLjYQjnS6+zS0B6iXDHGvRWws0kdobQauh2MEIaAeCATKGnG+LmxBvZSjA1hGG3+fSnaxwXC0090n0x4K4wLq2ak9NH6Sp1ZQuYp/fi4+IE+TFTkD9wTN1UdmpS9APRAIlDXifF3Eg3oWOnVpNJ04bK+kuroc/b8lIjkFS6pbxEBwuUN2FFZL6fF0DnSw3CEfszZWr9wh1Uf+l5y5pmb8b39QErBva0VlcDLa5enXOPYA9ewUa9cKnVCp/hQK6pwMEhlZO2GwnHb60VvWJbB9hKbaIaAeCARKgThfF1ZQjwvpNMJ5TJGEepp0mpTomHpSh53TMqio18IoEWSD7GI+HPVw2gPUs1lU6tKZCavv1dPkpu9g0xSqoz26tQLUA4FA2SfO14VZ1LM7BgeroICY5Gd4IkK97t6BLk+/7NsDrx7IFvE34ExGPeom67GYuJ+9vO87jzi2ZqeUXlAY3evjP2N+b1mooGzWq5/KN1taKG9vjzRXRS9ofm8Z52XO7y0LFRRyGuui5qoKGTecLfWN5a+wWbFuUVxSV36uymSjMiPj+nv3RYnGM7+3jPOJcN55E4/YwleGEOfrwhTq2TXEChOgHkglU21sa0VlaDLa3TuAaE927AHqgeIXf6NNI9Qz3VvTUc83W0olGL1uyXQvbp7zYt59UVQTekEN02JHLqMe+Q+tlP67fgcb3VgX3jBdQM+WpRSinmHb0E/ASbraHPDK00jLav0bpnmxWymRduvoDcMU1qvyrN8R4m8SqidLfum4KJDzdcGPengHDHvgghIqTtpDqNfjHcRpr9PdB6gHil/8zTVZqCeDjmRkj6LqDkl2IRGBgnoyMKmT0Q9a6g6NzmX0lLKjkQ1YYt+J+m+sF2e7T9SoR0uj43phncKW3ajXMI0+Mts2GHUz7WFlXovUirDKz1Wx20ai60/kL9acPM6GUQ7INgBQPQ7WQCd302K+LtSygnrMxVZAINtkDfUQ7QHqgeIXf1tNJurJb3867uj0dvSP1KjH68wgOjxTBDO/t4zejen5+XyzpVgRVPRUJ8ZvDuW6qho0B6eruFCPySsahuBMzELwGPZoWKjn3RctKIzubZj3WmobfKSu46Ayh3rK5fgop8TXto0TaHhdqsxclbogtd/R1LPG3XLUymv9i1q+zBjUS8XbGJSdMot6yGTH3szNOUA9UJzKBNTbS/ok8E6oYVrpisSOhAlzpftmqwqjVTu0Hiwi6EbzbWj7Znan2zAt101VEHKH6MVJtVRB0B7r0qbrVdXT1N9sANcAONToTCYmmZjpK1KhnlKTWZRec/mm2wbFoUvUlhn1VmrOi3qKq5g+2tJ8/c0FlKmoR7q0CdTDbwil5ai/X6rnJacU2xXrt03mefVS8TYGZadMoF5kyukbklEP0R6gHih+ZQLqGXk+sPFztLBsjOjviWAlD5qQXT6Dh3yzpcpxybcn+kKYSKHuOFX1oY+L8s1W7ZguVbp5xARyucz+W925qp1nTNTT3o1EoZ66YiT4WvPqJQ316neQDkXCnZZsr95sFVGKZQ9u/Q71Q1QNvGPdw7mqQkA90EKWNdSTHXuzgHqguJWeqKcNrmlAgdpbR/f6lD7Muy+Kd88U1DMZcPTuixKdGd+oL3FgkwFMEP5CNV6oZgpLHiNlrF50b8NsaWG0VL5LtNiuPuqplRaoR6a30DbMoB5vJFppHpSxenqy0ra1shDAjWkYVLe2nBNi6O5GChMrA/soM4cA9UALQCZQbzLq9A0hk2kPUA8Uv9IT9UjPh8oFQuntiFmrqqmyzMVW5KFg+sSGvBc75vRpgD6kSboWFOEiqkEd/0c9iByE08q1y72mFCaWO056PHrfbGnZ7F7dsWtSoWmMeibbRlIDuDrxcfm5mKi/6YVvWNMyNB5EDLD46JaSmLmmj/qX0vzeMmm8BKoDoB5owckE6kWmWKjH31WDQPEI/eRIXQAX67Opjg3CN0Y/V5bYb0nj1nV8eFIHpu2TmFNACgrV47RMr+piPP+D5mVULllzvXiVyBkqHF49fX5K7LQM7VWbbBupmpaBx/FxZ7Olti3JN1taGK3aEdX73ULz6sXU9K8LWNo7r+cCNKDkWMw3W1o2W5+RM3BTgQSg7FTEfAAXpz1APVAylWrUQ92GNxbTRT2t80mOWmJdqbp3RwGmsig+n4OI9lInrvIEcMngrJynzrk6qEfnKvzqqvbhgwURxaoCuKZRj+jRk+7VE1ncQttIvlfPAuoZtW05PbonqjQ49OugHv5QsJm5/F5D/mkiKq8k5alhv4IA9UALQBHzXj1Ee4B6oOQr5ainiBXARfMZKd22jldPHWCN7t2nmdghLlRB65P0UQ/lH93r0wxmp8MfeS7bq6dZxoXs+MmqyuSE/sHo4xl5So4xlTNG1+loYlUabtRTjcWMxdJxWkbMMurpVE+6CtUvEJ84NFN6avNe9gxcsra6j8+EV4/xtcKC0cRARoq/WT32gCHm60KtNEU9fEN01v7l/MmyoFA5pf6GobYXKhA7lpKbzSfgvkWsBnDRfwH1QMlUMlHPILhGdIcN06qJqESfgXcwJLigAGvVPmWhFuoizPyop105D581wsVAuqgkhoOV66XMOGGhnlgTSs2Zfa1EJGLOXPtA6KMefRilNIkVMc2c6ilINGahbaQd6llp2yHkVyZm6uhPrWUiHc3JzTNWT5sJpTHQbqZSK9XkdCkTzX2ji/m6UCsdUc9D7EdOJQPOZJleqCZB/Khn6hLIveE1iRNz3yJxoJ7TN0SblmFt8z3Wxn3ouGBHEaCMlzg9yDuYcq+epsPQ7GNL6Wx0emts0Vfd7cXMe/WIi+LlpBifV4wyglCKCzPjp9KALV7UIwPNjMklZupPThGgjOcjdsuQUc9U27AJ9ZgzUm336vm0wXfKeD70y6Qhpmq9MVVBjGvnuCIerx57eUjqpnBSDpSfYfhHutN+ma8LtdIO9fZIKIC0nuFM4kyWBYXKbOSxA/X4L2E9VvT6+HIzf98illBPNoR6HPsrGybRR71Esx1eCuwWnb6SUQ+nvSTugateYle1Khi9k9Bd9EvKTTmu6qUUN6Go+h3iur6mZh7IHGNylzAD1JMqH93rU6qqciUqU4aVDFHcVkEEXeeNzoq4GgQxW3/sPovVoD4+jQNMf/kPRtvALsTAqMil43uTZHIGroX64xdSilZS1LCUVFXaxmu0p6CQIlXsLxSjVagLpfz4QTeHSoHapViY4nxdpB3qeQgI2CKBjoVkWVCorD12oB5/oR6OS0vYfYtwo15YjXr4WL3sQj1Q+gpHPZn2koh6NgmfeBtTQw/p7FGHfbnGj6sogWN9MmYldadlUNyWRD+KMpmT8HS6Xtm6Q8erp7k/TNGnABvX3zBUZ7OMizOcRsohileP9mkc0jrw9KuBpHEE6tIkNt+C1/ecTHG+LtIL9dar3T/KNah9S5zJcJ1gs0U6F4orftTjL3QLI6WF3CxcqUnUc/F69VRR13IH/ne5IxJpqS5R10JOwod6UnblDiknMteS6haiJkK5g4wIl1S3qKtHeviws8mAMioIPywWDbJf4gZ9vQOZjXogECjjxPm6SEfUI9mISg+GyciPqJ+mc6G47EI9nkLlKSD4XApN0Ym7bwlBPRG5SqpbJAKSaYriNkOpS6qrGQloY/XU8IhzHqIs6Y/y8hJBA31SQTigaaon/1vnQjTnO6qlghxY7iDbtbWiMhiOdHv6e3oHZOAD1AOBQAkX5+tioaCeoYMtPQvFlXzUIw2fS5FOqOcyRj3VXwyS0/r1jFCPwoiKa4+ZjIqJ5UbVk7MyvhDpIOYXBMpLpLZWVAbCkW5PP6I9QD0QCJQkcb4uFNTjGKBJNfndRe+0TSmR9JCRheJKFeohySFdechdmqEeDnyWUE/kPPyPOFCvpLpFk6UkD4MbcgAAIABJREFU6kHj6llBPU2dYNRfgoRQr8vdhzv2APVAIFCiZJnY0gj1EjP8KyMLxZXMsXp7aCn3qB176TRWjwP1DAO4eJBTTmwO9VRewZLqFr0AribYaksAl8p/2FBAQL3EaGtFZSA02eny4bQHqAcCgRKlzEY9Ib0nwy6cGbhbiHCtQKAef24JnoGrWbqWf1oGxmasuQ1mxurJJ0lj43Dawz6MaCPFtGkZRPV4pmUQXj0yISgBQqjX4fTitAeoBwKBEiXr0JYOY/WEhC3VpjNsLs0L1aQ3RD27CiWPx4gKpMG6eiTquSTUM91jp1Lgdstgba2o9AfD7T29HU4voB4IBEqeOF8X6TUtA4ncWYEKLpzJxLtgFGlN20JjbDM77dfUJWxhFGotN1P3DVAPlFHaWlE5EQhf6/a09/TKjj1APRAIlHBxvi7SEfWEBGyrqu/rSudCzaKejVe6Xl0cK2VK98DNFtQDZbC2VlROBEJtXW6c9gD1QCBQwsX5ukhT1AMtbEUA9UCZo60VleOBUGunq63LjcK4nS4foB4IBEq4OF8XgHqgNFTEDtRL9UWAEijTOJZIba2oHPcHr7b34LQHqAcCgRIuztcFoB4oDRUB1APpyjSOJVII9a5c627pcLZ2ulAYF1APBAIlXJyvC0A9UBoqAqgH0pVpHEukZNS72t7T0uFEjr00Qr25qsJQVQN+ZH5vmeaISuY2oW+YZm0DT8tnfm+ZtNN8w7TyqW+2tHC6nvy3nA9ehG+2tDC618dbQblcab0J1bnazGkVYGuuyqgmlPzxmxCnfLOljJvPpYbpAtN30pTI+2PQ9pItK22JLXPfBfE4rSXMVfG2QM7XBaAeKA0VAdQD6co0jiVSWysqxyYCn7R1IdpDYdwEoZ7Ul9TvCLForH6HGiMapgu03YZud6t0fnNV9KW51LmZ6t7UiZWrUOiKxCBabSkXJWVIrzOrOyc5WM6HyL9hmnf1MuUaaZU3gZJkbdUX4pvfK1dVp3pMcJ/fW6bzqVFt2Y+eWWF628NB3NCie32oVvp3PsYDTDoExlkf7XfNLOr5ZqsKKQ2+YMeslwtAdV8XigD1QGmoCKAeSFemcSyRQqh3ubUT0R4K4yYG9RgoM12PEZ4G9ep3hAp2zBp2pdIpOPrQXFZYx8/mKhYdqtixdN+8UoSULZ0Od8yxuZNNcr7ZUm0nSrufqDgDjNMhRaZPiMQFVBkKRpTNeinHSUyhF6eFe7IaO+Zi5p4XVgoD9ep3hAoKo3sb5u1APZoYNK9XKxVpzVUVhkr3zYnAhD/fHXNMUjRqMLKkh2X5u6C5FuUu1e8IGQE0Lr3XBSZAPVAaKgKoB9KVaRxLpLZWVI6OBy61dOC0lwjUw3oy0qvHQD0qHLC62zm1g8Fmr55eXJjpOmLEOo38SbT+El0OVgq1UN9sKc3Px5AR6mHXKz0XratJjvCq0tNBR12cPgwxqkHUJ8bh5SWeeKGRL5BaYcOyOKqN1YrWONFDb5gu0DxE6V6JXxw2vxqjnlS0qWZJ+S5woqHBfWa/LlQC1AOloSKAeiBdmcaxREpGPZn2rrb3JAD16ncovRcn6nn3RUUaYLsx5E5Lzl/qlgy8eqL0/WFKJeeq6OzF7rClzM2hnl598JorzKGEa9WcR9AGZ5xRvGlU1CNhQgf19rKBoHTfPI56NK+S+JH2KnyzpZKTT4N69HFj2mGUpnxOllHPKBnbq1cvt3lUAQX+4kc9uQGwI9qmoY28UlPDGZmvC7WsoJ5RBwwCxSP+lgaol03S7M+ir6S1Rh4h1Gu+2i7T3pVr3fajnh6rFeyYo6CeiHcyxMidrqov0XZvCRyrp5kbwXCJKRmKFTCBelJfi0MMO2qmhjPKCH3D+RNmvXqz5OgxOVk8Xj3aQ6ShHmLZffNeulePdr1iVvN7y0xBHlacilrmiKFpynEeL5eYG9dYPfUcIArqqQqtajBAPcTTeu3B/Fi99EO9aDSq6YMB+ED2ymwDA9TLGu0RKNvB6IjVJPbs2fPcc89ts6rnnntuz549ZtutjHqI9pBjL8EzcHm8evU7QqU7pkvNoZ75yaHmZ+BSxgLiXhb11BN672s8IUCCPCkZva815loMLyiyEMCN1e8gpgDLqKdFak2vHx/qqcGLEcCdq9L4n6xPIlGATH0JVGTEL431byoDMR+B6jvCRD10rpizMerph1OzBPWmpqbIzhiwDxSP4mlRgHrZIXkHvi3SEY/R/nnU9lC9e/eLL744Pj4+b1Xj4+Mvvvhi9e7dptrw1orK0XG/jHqI9lKPenNVZbNeuZ/mCODGJL+F7OAxjFHGYmaDVvyoJ4be5OvSG95E8x2SfTYxr3Z+b5mWEvDbqMzYKJv1mp8lypqWofHYyQXRvXqqxHqoZxTA5QcINJrQ1PXqTdGt3xdVGkzDdEHZdFWZvsPSEPV0XYDy7wScupKGeia+C5qL0jmiI67XhXnU8/v9sVhMp3sG8gPpiKfl8DceQL3s0B4a2Ons8ywwUG/79u1+v//WrVtTVnXr1i2/3799+3ZTrRpHPZn2EoJ6rN43utfHmJZBd8moXHcquCmbrtLrZmgeFF5PhrZ7rmow8OppqsdTKOdod2VIopoPtHfDeBWSaNUO6rpo5OUTYyiJGTasAC52YtwBXKP1YiiPXtWE6GvTsKR2WEr4u2MOH3UqybJXjxT6msh3JrrXl2ZePd3fXVwPRZHO6wKXNdRD0zI4u+00xUFHuarrKKlusTPfcocdebVUl9hZtcQrye0BUC875FG79JBOCEJMEPYwTqG2h23bts3Pz1vmPKT5+flt27aZbYc46iHaSxjqKTMJlKgcF+phnQ015qX4ctAIff3uRykiYQFcJKsBXGYdJMxSAQFZPYN+XZnjqbqZyjwYXdTDh6yp3JbUsXrKOslxo57yKcWTRL+lml8LfNN+yUuWhiqGqhrUq2eLMot6DMfejjlV25DXiE4r1GNeOHmZhtJ5XeCKB/VwxY99YAvTTPWpZBcLqJcF8tAceNZQ7/bt29H4dPv2bUuoF0h71FO8HXq9tWYYn6YT0vTBFjwTdNRTbSkRP+phJEGf9KCWegYuFhIV02u7Xu3wfN9saWG0tEwO0s172TNwyUswRj1FNqFeTL3oIHIyca+DQ19fmiItxGBPmeQbC6hHCb4Towyl9HZNy2DimlUvHcXvns6ohyR5tBzlgpByhgBLQzPVgxoKUC87ZC/qxdmobEG95qvtSUc9WfoBXOSuY/dneDcz7/WRK+3FuYsUa2S9KoqKyyzqibFCaWlfBfV8c1o3nnbSgGrrCKxfx65aDIBOVxlvSWKEesRx00soW1tsRZUbqyBMGmpUVnumOobVS9Wwt7MjamWfVw+rjMr3jKfRevVExevVMy9anv8/e2/+HUdx7v9PPVU9/ifyy/ec3JvkXrJALg44ZjEQAzY2xruNF8m2dmk0WkbbaJe8cJNgA0lIwHAJgQRQIAEnDsY2qw1etFj7vo+k0UgyNl7ywXCOvj9UdXX1MjOtZbTW+zxnTnVNT/UypZ6XnqeeqvmCeoJoHFNfHVXBa2adPKRNo03o13FaJFFvYWh6Ue/LqWk+oZ66BoYeeoKjHvt1TD/Nfybtz67MWwue7WhY8cx6Ty1AbAYsy09NBPUsopBm3hKmVhERx5gZaop362ZgNsxoo+UKWLcQ/EKEGx7eq2e4/yG8esHvAD9n1gFOa+PGrFvoCrKDOJWPxTkbRvVZr3cX5L8IW2P1eJezmLDQ7Kechnn1TLnJQWT7byHYGsTzBfWoV0/lPN14M/rG0oMHoxzaHqLUvQ8KLfDW6Ju0LbWlakaN9ABqbQU/KN/PfAzTCLhQ7UdVsHf55aknqT9yteFsLS88xJ2pEM7B6uSlBEnUWxiaxrF6t27dGp2abt26NXdRT5PZGSD4hEyrWrFfZauMilABVi7BgxJkGuRVL3473mVYI0tNIjE6bwRoMK+7YJozmf76hs+3yPraNLlGkFHtZooyL64wrh87b/qBVyeyMd0QwVMYNAPXtH/o33VdO1b4ElrqbRFyeoI4REXXoM45F8KVKwCfZa7J+Ph40JV2dSvX2UE9jo86j53oFlVnlp7cwr4WMw3p3aWh7/YE/xaCTQ8+T1HP5OlzOBxRUcIOVzhjcQVBPV3GgxUUavSkHdUClIJlToRun52kAHGWh+aVYS88/J2Zd2kZMyyJegtD05WBS1FvZGqaJ6g3B2RaZyyYRJAS17oNyhw6h1C4BQxmRcEmh9MpqFfPkIA56ZhgKNQT45tTjLnblT5T2GI2GQvpfKJ2VhM2jxo00HywKZrNx7UI5U/2Xk38byEU4s9L1NMAyWrHK8Y9Qnr1JoB6uuMYjx+MoKYV9cJeePg7I1EvjCTqLQxN17x6brf75s2bnVPTzZs3JepJSUnND9l8XMxUANcQkTSTHH2f7zzRAK4lbwnDAi2BiteqQeClodoPhnqhA7ghLtxyhwoBAHWxaSmzJOotGFmulhHMpecIiXrtU5NEPSkpqXkjm4+LyKAeD8jqmMah1en5yxTJ5MRjcubpdhV4yOQGM+9oea7CIavDtB8M9UKcj/nCw94Zi9shUS+YJOotJE19DVyKem1Tk0Q9KSmpeSObj4vpRb1FpumcLVlqEpKot2hl2R/cbveNGzeapqYbN25MAvWGhiXqSUlJzbhsPi4k6k1BEvVmWRL1Fq0s+4Pb7b5+/XqDXs9vcjgcjk3PhyqLun79+uRQ73x1vUQ9KSmpGZXNx4VEPan5K4l6i1aW/YGiXt3UJFFPSkpq3sjm40KintT8lUS9RSvL/uB2u69du1Y7NV27dm3SqCfSnkQ9KSmpiMvm42IaUe8VKanp0Pj4uP2fWIl6i1OW/cHj8fT19Y2OjtZMVqOjo319fR6Px2YP5P2Qox6nPYl6UlJSEZfNx8X0ot4sPPKlFpzGJepJhZNlfzh06NDhw4d9Pt+1ycrn8x0+fPjQoUM2eyDvhxL1pKSkZkE2HxcS9aTmmsYl6kmFU7AuceDAAY/H456sPB7PgQMHbHY/sR8ODY9cqGngtHe+ul6inpSUVMRl83EhUU9qrmlcop5UONnsITMjiXpSUlKzI5uPC4l6UnNN49OEejYbkZKaojjqibQnUU9KSirisvm4kKgnNdc0LlFPal5JRD1OexFCva5/r+IrsovlkKvF63T6mtXa87Y/PgHZW3hef/TOF69+Z92/O6f3RKSkFqxCPi40SdSTmmsal6gnNa+UkOzyB0YvXmqMPOqdzBrTQO30te9899pJWu76tvP0te98d8wK43Tq7Pr69+vGdDjV9e9V3x1b9eLXnTrU+zr9u2Pf0ezayfFvf79OrNEs/bTloeyinu6ixr9Ot2yw69+rxIPS86eXrDftiIaPWFq42yUlNbcV6nEhSKKelIUMy5GGWJG0XdjnePDdjtvbzeFwSNSTmm8yoB61iKCeDoMsHGA6P59edrhHpCjRz8eY8tvfrwtGdZayh3oisPLr0teo569Wnr4moJ5uz5NZBtQztaPfWaKe1DxXiMeFKIl6Uka1mziPWqx+NzMOBoNCc4MhaW9cop7UvNKMoZ6VEyuYhWWycKHSGUG9rn+vsjrVk1ljVhQ7CdSTXj2pha3gjwudJOpJGUXJbJlQQ31y7frdzNDWboVxR/QIuCwIOIoNTxPqHay22cwUFWwpZFqv19LJn1T1waW2GlBPZy6v0Kw/N/VGTfxc7d6TCIujHrUIevUEhXDgWSto+FVvVoP/IoR6LHBsuQM9WwHjpFdPSspC9h4XEvWk7MngsYu18uEts6psN4FdrBU4ioeaTdSbBCCFRj2tnm5PmkvsYY120OlDPrGF6QDIiijdhWhIPIlm5wTsUdSrrG2aSdTjuDMpWbjNjLI7Vi84zIVEvVCcJ5wk9/kFRb3QY/Uk6kktbNl7XEjUk7Ihs1dvmZUDz8x/lvDnUCuXmerpmwvKqyfUTw2T7ECNuE9kUG/qMl6H6PyczDEM4DgbMqAepb3Iol4oF50VP9l06YktMK+e4Cez8Oqp7xq4MGxwOUjuhVmcCIOmZcgArtRilp3HxbhEPakQCj1WzyDOeWYiNDvwZgH1dOFUY+hQ1dKDB6O09ymUaO9VG6vonpPw6umPG1VhOphD70XTn4VYp2Mc3RFN8WOrBjX3XzBFRWlvGy7WfEtNTVkgWEXU0qVLRdKjm1rD7E6I99vipvG254Bfz4x6Fy81RhT1uv696rtX07OummjJDkLZnwNlfHzcJupN6kDhUEz3WRnAlZKykI3Hxfi4RD2pEDKgXhAycziEAXmG3eYK6pmJYenBarGSAwNHPYt3DTxh+ohBVgiloQxryzKqq+5RIR5W3bOCf9zwWfopfh5WXj3LQ9Pzt7gAqwvkrVneUnbJ+hPWM5gBgDWfnLA7P012EOuvQ2159gclJiS7/CNjlbVN1CKPeiqjfJ2uD8LamZTuZNaYRX6rWer0ezSK+p3vXv1913SjHpcFk5mY1Qr1zNerB1OtTa1eN8ZxoqMPpaTmmsI/LsbHx02oNzo6OmKlsbExiXqLVzyF1lLHg+PgXEE9HQ1YIpqpMhhAGL1v4VDP4EDkLesleLOCtcz5Rvv8UhPNCjVWqGd56Cj9+Yc+Dd6a/VsaAvVMrkxL56k48tCi5dl361HUq6prFmkvcqgnwErni1cN8crQ4NL54lW7AU0B9USv3rSN1RNlMe7QNuoFPZ9vT2ZpIGiJenK6Zqn5r3CPCyYD6o2MjOTn52dlZWVlZeXk5JSWlj7//PNvvfXWyMiIRL1FLUp7R4LUB0uzmCtj9SaOepo/SZSu1p5XzxjAjTo4yZaDjnETQqdioxaoZ31RZrdfiNOYVtQz7CFsCqynH3lo0fJc8epV1TVz2osg6n37+3Vi2JH7pQz1Vjp9zTQJy7e/XxeExoKgXgS8epbnYAf1LC5Zfz7aDhaoN+EUZimpOajQjwsuS6/e008//dxzz73yyivHjx//7LPPpFdPirnuDKjHnXlmBOSaExm4oQK4QbDGMoC71Cqoaxf1DKynj3IejLJouUI4Qx4bFeKthmiqnqqCB3AtDy2SXIgLtBPADYl6wlg90w5WrKcbkWeFiLPv1LuSkOwaHhmrrm+JPOpZTS+sOtvMDioxy9WC88anjnohZQv1gk+YrOcwc1qGFasZ0VMFRDPqncwyo+QEhjBKSc0NhXpcCDKP1aO09/LLL7///vsXLlygnHdFjtVbJDoScrZkXr8seNDWssHZmFdPbFMlHr5JG5hwWoZV4oFt1DONPNOdjXVKQ7i0DCEiHMRZx49ldVGm2KjVaVQILdhJywiNeoZAtO59gR/NwyODpGXMjQxcA+pV1jZFagplSwC6mp5lFYvUpa9aerBsoZ6aNjvtqEfzdi0GDlrwn3E8n7UXM5iXMchYPUP7EvWk5p2CPy50oqjn9/svX77Mn0JjY2MjIyMffPAB57wrEvUWicQEixBLXARbUcPSXWfeObhLzzFLq2XMfhRw8WjKcGaKSc/+vHoU9SjtUeCbftTTxzTVKeW0GoZ94XJObc2irE2eIrBd0BlbghBSKNTTzZlndW4hmfJb4zK+Qv2kJn8JcSwpqbmsYI8LgyjqjYyMfPnll1cFXb58eXR09PLly7zmq6++unbtmkS9hS/LFc8MrrsQqGeZvTEX18A15x/M8qILi0cTB2vrL2tOgJ4V6lXVNUcuLYNBXjCkY5QzB/BlYrO6TEDGNA4R7OTwO6lFpXCPCyaKehTpvgqpa9euSdSTmgGNyzVwpeaVEpJdwyOXZwz1pKSkpJhsPi4o6l25csUMdhzvREnUk4q0xiMwVk9KahKaBOpx4JOoJyUlFXHZfFxQ1DNT3fXr1+mrQRL1pCKtcYl6UnND9vthYPRyTUNrTUOrRD0pKamZk83HBUU9M9IFk0Q9qUhrXKKe1NzQJFCP055EPSkpqYjL5uOCol5gIhqXqCcVSY1L1JOaG5oQ6l1qbBNpLzzq1Q9+NZVnt5SUHcmOtLAVucdF/eBXEvWkIqdxiXpSc0MTRT1Oe+FR71/VXV/0XbU0fvhgO0iTZtNkX1rwFtGvWKKeVOQkUU9qjmjSqFfT0Gr3w2ZN9PBSUsEk+9KC18x/xdPuPpRatLLZ5STqSUVU9vthYPRybVO7SHsS9aRmWbIjLQbJb1lqwUuinlREZb8fUtQTaU+intQsS3akxSD5LUsteEnUk4qo7PfDkbEvRdS71NgmUU9qNjWJfiw1HyW/ZakFL4l6UhGV/X7IUY/T3jSgnpSUlJRNTfqBIyU1xyVRTyqist8PR8a+rGvukKgnJSU1O5r0A2fComuYcy09WD2JZc0nd7AZWfDc7trq6kVH7uKnLv25qTdz4uc6u+vNS9STiqjs90OKeiLtSdSTkpKaOU36gTMxMVowwoNaOQnsCfERChjsPcORIyd7WKOd9vQhn9jCdABkRZTuQrQvaxLNzibsSdSTiqjs90OOepz2ZDxFatY00R4sJWVPwX7vp8IlIT47O/4yO1Aj7hMZ1Ju6jNchYvlkjmEAxxmURL2FrGUOx3hwi43MbnrZ74cjY1/Wt3RK1JOafU2iB0tJ2VMwFuH1Zr+UKs3/JWjpwYNRuj30Yl490zvmloWd1ZarTXtGVZg+G2RPhxiX1u1mcR9MLdq+fP2norS3Q93JkFehv0tLly4VSY9uag2zO7b0YLW+bHUrrsymX0+i3kLWvEU9avJXVmp2NNHuKyVlV0F/7M2op9uV1nKuE51hamVQN5OO4JYerLZuuUIgFY4tUVFGfOGkYzgH3cf1lRry8eum7fMztvLqhbr8YEirvxWGO2nnKvRfiwHLNZ+csDs/TS1UXm2+k2rLszYoUaKeVERlvx+OXL5S39JJTaKe1Gxqot1XSsq27Hv1rDxYzG+l88KFRT1VHEEOhm3Z8mwtDxeyslq7BhGjTLxrhXrhL9/ohgyKevavIgTqGY/l0LEeP8OKIDetOsRxZkAS9aQiKvv9cOTylYbWLol6UrOsifZdKamJKOxYPbWgS6gw7ya2ZRP1uDdqqUXLkz2cLXLi2CaETsUjWaBe+PPR7RHSqzcdqGfYQ9gUWE8/8tCiZenVk1qYst8PRdSjJn9rpWZBE+27UlITk90MXF0c0DJWGxb1dE1obGTZ8kQDuIZzqBDAi8dGhXirdVxad0usArghLl8MuhoclvYDuCFRTxirZ9rBivWM99nUshyrJ7VAZb8fUtSjJlFPanY0ib4rJTVhhZpXzwJ3mIIGByvU3YLTnngo65ZNlWHSMsyQFC4tQ4hKB3HWVesvJMzlW2VWiLfCTlpGaNQzBKJ17wv8qCdqqzMT76XMwJVaeLLfDyXqSc2+JtpxpaSkFrKmDGemmLScV09qAcp+Pxy9fKWxrVukPflzKzXTmmjHlZKSWtia+PA6c7KIORV3piVRTyqist8PKepRo7Qnf26lZlQT7bVSUlJS80IS9aQiKvv9cPTyVYl6UrOpifZaKSkpqXkhiXpSEZX9fjh6+WpTe49EPanZ0SR6rZTUJDRbz2KphSf7vU6inlREZb8fiqhHac/Wh1/5sGHz4Q+WF70rTdqEbPPhD175sMH8Ayz2riNHjmRnZ7ulpCao7OzsI0eOWD6yZvFxLLXAZPP39YpEPakIy34/pKgnOvbCf/jlU/X3/ebTlRevPtLyjTRpE7KVF6/e95tPXz5Vb/gB5r3r4KFDzzzzjN/v/1ZKaoLy+/3PPPPMwUOHzE+tWXwcSy0w2fx9vSJRTyrCst8Px75kqMdpL/yHNzx9YmXl1cTOr7+SkpqgEju/Xll5dcPTJ64Ecel5PJ5AIHDr1q3ZPlOp+adbt24FAgGPx2N+as3i41hqgcnm7+sViXpSEZb9fjj25dXmjt6Jod7yoncfaf5mtp/qUvNVjzR/s7zo3StBUM/tdn/77bezfY5S81Xffvut2+02P7Vm8XEstcBk8/f1SjjUs9+OlNRUZEA9Snt2Ue+qlNSkRFEv2KPT7XZ/843sXVKT1DfffCNRTyqimtBPrEQ9qVkXRz3RsWcX9Wbg/KQWpAyoZ3iXot6snJjUApBEPalIy35vlKgnNRdkRr2m9h6JelKRlUQ9qchJot4s6LjDMa7a8ZlqbVxvdlprn3JrDodDop7UfJOIepz2bKHew023vpSSmpQebroV4qFJUW+2z1Fqvkqi3kyr3cRJU6E9O60dMe1DLdZGa+MOx7LJtqZqQj+xEvWkZl0G1KO0Zxf1xiKoN3cb/rbu3F8ZyeNNn/RnHvS06W6735zZk5sjCot6t25FtHfNsKa3My/qnmNHt27dkqg3czqid4MtC89J09AarTwS/IOGSs52x618ezZbEzShn1iJelKzrjmOeuz3jG7MFOxN5ae0cv+d2ofZL7x1SzaPIu7Gy2E/a/mpOaTQD80FinrqVxCyW9j4vubiFzqnJFFvRtVuQrHYcKHSKba2LEj7Zo/dcRPD8UPw3ey3JmhCP7ES9aRmXRT1Wjr7Wjr7OO3ZQr2VTV+PRlBv7HI4HI5db1htRVhTOZj9z9rc03K3sJ+d0fs1CYV+YlLUm+1znEYZvw66fWf5BTs7T3yHxS6JejOnZUG8XyE5aRpas+mHC4F6YqX06kktdE0B9Rq/Homg1N8zYePO8vPny+/U/8XteoO9GUwhdqCN69/d9Yawbb2DsebO8vPaaasnyE7c4lroHneWlxvOijUjtq3biV/Irl1WlW/oDh9sB92Z73rDdHXGy4mU+NEsexdFvcifxYxJ9x2JFebvS//lhvhCjd+Y1Z7G7mTqYYaOukAkUW/mNCmX2DS0xqEw9CC8WFM9H7p3fOKtCZrQT6xEPalZ1+RR74HaG50R1EvbDH9b214y7PFhwR0Oh+OOgoJt1u+bd6AVDse2l2jrdxS8xHb5UDukuj9t78PgO1gcUTwu0x0/qybbAAAgAElEQVQFH7LPsd2tTltt+EPtcFYnw9t5yarS3LhhB3ZedxR8KByR3Wd6hbx2Ul+ZXYV9XLrd7ps3b0b0HGZWuu/IsqLT+rvrDL6DoedY7vmSqTtZdvjIft0zr5s3b0rUmyHNcdRz6NNvRZOoJ7WYJKIeB765g3rB+E2T6acxxA7sLV7iv5o6bdtm4qQQO4QQR6uCcDSmEaV2PN3P8bSgXtg99WAbMYV9XC4m1JtKf9bevqPgQ6s9g3UnQ39+qXNhSaLezGm2UK/dtOd48AGCR/SEd8SEehNqzeFwSNSTmm8yo15LZ58t1Ftx6Xp7BHV0q8PhcGw9qqs85b1dq6Ubt3u9W411wXbQ3mVvbd16u8VRhEPr2gt9biEuYqu4v9Vp88pTug8aP8uPe9SqMljjlp+ydxoRkJ3HJUW9yJ3DjMvYYej27d6jU+vPYqVlU6budPvtVv15oUmi3sxpVsbqWe62zPZBDSPzJtXahH5iQ6BeQrJLmrQZsD/+6fWRsSuTRL22COroFofD4dhy1KLydu/Jtra2k/S37XavV9gz9A6shpf4DyT9gPphscGT4XbQSbe3drgQZ6Vv+CQtOLYc5Tdgi+nqthzV3Ryb90S7/Nu9J01HZNei3paT0/99quLPSroGbgjUi9w5zLj0nVn7kqfSny17juWeYnfyWvXnCH7dsyKJejOquZyBG6x9EexmNQN37MrVidhXk7bL0q58dfnKV/ROsvKXVy1t9LJoV6iNiDb2pWiB0csGGx6hNkbNzy0warah4RFLG/SbLSDYyKCf7cmaGhkbHrkcGL08MvblCDtt7aJGxq70DQ5PBvXuv3StJYJ6gf40vWBZLej2vDzdnqF2OJF3u650e96JFrWSacsLQg1t07xDkHNrMe9NDxHirPQNG/fUztnh2PKCdlz9GVo0/oLVpyxaN1yLcFsiJX700Kh348aNyJ3DjMviGzoR9J0Xwn25dnqOehDzF27Rnxeabty4IVFv5jTRefUsZ7abaGvmnNnjVs45UeKAvCm3Nl2ox350u+xb/1TMfBrTYN3zzOidpCdvGLtmWDeMLhQrWkNrV0NrV31LJ7e65o665o7apnZqlxrbLjW21TS0cquub6mub6mqa6ZWWdtE7eKlRm4Xahq4na+up3auqs5gX1TWcuOV56vrL9Q0XLzUWFnbVF3fcqmxrbapvb6ls6G1q6m9h16RgfDmFOpJLUDxB+X9l64tJtSTmlFJ1JtpmVeksLP+WDD3m53WYk37WDKcZU6GmUFttiZomlFvArQ3JdSTtGcGPkvaE4HPjHoi7VHU47RHUU8EPop6nPY46om0Z4l6lsBnpj2624Wahsrapqq6Zkp7dc0ddmjPHurVXGuSkpqI+IPy/prwqDfbJys1XyVRbxZkfw3c0F69CbVmIDOzDAx3xGof+60Jmj3Um6u0N9+AL5hvz9K9Z0Y9TnsG1BNpL5hjjwPfFFHPQHvUsVdV11zT0Frb1F7X3NHQ2tXY1h2C9myh3n3VXzVISdmW+KC8r/qr0Kh3/fr12T5fqfmq69evS9STiqimH/Xmu2NvvqEepb3QqBfatxfMsWcO4xoce9MYxhVpTwzj2qQ9iXpS0y/+lGxoaJCoJxU5SdSTirQignrznfZmG92mi/YsUc/St2dAvUnQnoh6BuCbXBj34qVGHsblg/Y47YmXORQYs4t6dVJStsWfknV1dXZQb7bPV2q+SqKeVKQ126g3J/Mz5iHwBXPshc3SCJafwYEvWH4GB76poJ4l8FkO2hNTNLhvr7t/6PKVr1555Y+2UO/eqqu1UlL2JD4la2tr7626Ghr1rl27NtunLDVfde3aNYl6UhHVdKHev//f1wvNvp5vNtkrvfnv/2fTbtz8t327fuPmFE1sjZ+DeOb/98orP/zhj/77th+G78cbnj5x72fDT1YFaqSkbIg/Imtqap6sCtz72fCGp08E610ej6evr290dHS2z1pq/ml0dLSvr8/j8UjUk4qcpgv1pEmbFUPfuRv9fw+F78cvn6pf/szH95wZvqfqijRpoU18RN5TdeWeM8PLn/n45VP1wXrXoUOHDh8+7PP5rklJTVA+n+/w4cOHDh2SqCcVOU0X6sHtm+EnmuGfbMY/EWs2wY834R9vgh9vQj/eBD9mm7yGVwa1H22EH22CH21EP9oIekNqJS2gH2oF+OFGpNkGdNsGWgm3bUS3bQBaSe22ELZefV2P/lt4pQVuupon9Kav/C+dOf7rCYda0Nevo4ZUY+UfrHP84HHHD9ZxQz943PGDxx0/eBx9Xy2or+j7j6PvP+74/lpaQN9/HH1/rWps0/H9tej7ax3fW+v43lr0vTXoe2vQ99YKtoabQ2/aW/9pNAcrPOb4z8fQfz6G/nO1wRz09T9WO/5jNWK2Cv3HKsd/rEJW5viuyf5zjeN7jzv+a5Pjtu22+vGLJ+ue+NX7y4velSYttPHnI9184lfvv3iyLnTvOnDggMfjcUtJTVAej+fAgQOWnWoWyUBqgWm6UA8vi8N3x+G7Y5kti8PLtE24OxbEd++OBV64KwbujoG7Y+GuGHxXDASzn+mN1ezTapbuo4bUgmlzr1Z/5z64cy8s3YeW7mV2JzO4Uyuj/9HX/8+e8PZTatHop3scd0Sjn1JjNeiOaPTTaLhjD7ojGt0Rhe6IVgtRjjuiHVolrYly3BGF7tiNbo9Ct0fRSnRHFNu8Pcpx+27Vdjlu3+W4fTf6yW70k93o9l06+8kuh2roxxbm+Mku9OOdDtWQ0XZQc/yI2pNqQTP0ox3oR0+iHz2J1LLjh3TzSQet/+F20Ry3bXeoBaQ3x23b0G3b0G1bkVbY6jDaNsdt2xw/3O744U7HT6LQHTET6MdSUmE1ieejlNS0axbJQGqByX6vC4165AEPXuHBKzLxikz8AC9k4hWZQO1+D9yfie/PhPszYUUmvj+DFuD+DGb3McNCmRu6Nx3uS4d7M+DedKDl+9Ityvemo3vS4d50dG8a3JsG96bDPens9Z40dE8acFueRmuYLU9Dy91ouRuWp4FaRj93s8JyNyx3o5+nop8bXmlBsGWaOe52oWWipaK7XWiZC+5ORXe70N0p6G4XLzjudjlYmZmDFu7SzHGXfvNnyaolOX6WhO5KdvwsGf0sydIcSxMdP0tES5NUS+TmoK93JjruTER3sgIvozsTqDn+Jz6YoSDm+Gmc439iHT+NRXpz3KEVHHfEIp3FqLZPfd3nuH2f4/Z96HZWcNAdfhrr+GkCujMJ/SxV/iRLTZsm93yUkpKSWgBKSHaNfXk1qFfvkRL8SDF5pBg/UkzLRnu4BD9czI2sLFLLRfBwETxchFcW4pX0lZuuEn5RiLnRHdRNWFkIDxXAQwX4F6xgYQ/S13xq+MEC/GABPJiPHsxHtPIBbl70QD5a4eU16AEvrMiHFV60wotWeGGF11Dmhu7PC2twH7VcpFmO474cXob7ctG9Obbsnmx0Tza6JwvdkyWWQTC0PBst5/tkoXs8aHkW+rnwujwLfu5BwWxZJvp5JlpGLcPSYFkGujsD3Z2uFtLQ3emqpaG70+DuNHSXpbkdP3Oju9zoLjfc5Ya73OhnqXBXKrqLvaKfUXOZLNXxMze6Kx0ty0Q/z5E/yVLTJsl5UlJSi1ahUY+s/V+y5imy9imyxtrwY/+L1zxFHnsKr3kKP3aIPPYUpuU1T8Fjh+CxQ2T1IbL6EF59CK9mZaKWMbdVh/Cqg3jVQVh1EK9mZbzqIF59CB49gFcdgEcFe0RfpvbwfvzIAfzwAXh4Pzy8Hx7Zjx7Zjx7ZzzYFQyvLjZUry2FlOVpZjlaWcYOV5bCyDFaW0zJ6qAw9VIZ+UYp+UYYeKtUbq4GHyuChUhDferAEPVjieLAEPcjKOnugBD2gL1NbUaxaEbMHSngZVhTBikK0ohCtKEL3FyFavt/a4P5CdF8Buq8AsYK4mY/u86L78tF9+eheb1C7xwv3euFeL7rHi+7J01su3JOHlueh5bkmy3H8PActz0HLc2B5DizPQT/PhuXZaLnw+nPVlmVp9vNstDwHLc9D9+aj+4rlr7LUtEminpSU1KJVGNTb8Buy4Tdkw3Pc8PrnyHpx8zeE1jzxHF7/LF7/HFn/LF7/HH7iWbb5xHN4HTOy7jmy7ln8xLPkiWfxOmrP4HXP4MdVW6fWP/6M8NYRvFYzEAqw9ghecwStOYzXHMZrjuA1R2gB1h5Gaw6jNYdhzdPwGDP82GFaQKuFytW/htW/htVPo9W/htVP8wJa/WtY/Wu0+mm0+tdo9a/Ro7+GVb9Gq36NHjXYr9TXX8Ijv4JHfwWP/hJRe0R7dYiVj/wSPfK/6GHVxM1Hfoke/l+08inVDqGVh/TlQ2jlIeDlXxxEKw+hlQfVAq05iH5xCD10EP3iIHroIDx0ED10ALFXwR7cjx7ajx6kVm7LHihHD5ShFWXogXK0ogytKEUPlKEVpWhFKVpRhh4oVcul6P4SbsAKxXB/MdxfBPcXo/uL0X1FVlaM7itG9xejFWXogf3owUPyV1lqeiQ5T0pKajErDOpte5lse1nZ9jIRbatWxlteJlteJlteIluOki1H8ZaXlC0vkS0v4S1H8ZajeMtLZMvLePNLePNRvPko2XyUbD6KRdv0It74It6kFjYf1cqbXqQF2PAC3qjahhfwxhdpGTa+ABtewOtfgPUvYGZ/wOv/AOtfQOv/ABteQOv/AOt/D0/oDK0TCsyeh3W/R+uep5tI23xeffd5tPZ36PHnqcHjz6O1vzPZb2HN7/Da38Ha3yLR1vwGrfmNY81v0NrfwtrfoMds2OrnVHsWrX6WlR97Fq2im8/Cqmdh9bNo1TNo1RH2+igtqPboEc0eOYIeEQrMDqNHntbZw78ObytF+yWzX/xSK9PNX/wSPfS/ensKPfQUqIYeego9dEhnDx5EDx5EDx5CDz2FfvFL9ItfoZVPo4ePhP1hrohyOBwOR1QF264+uNThcCw9WD3BvwLaDm9m2kTPx7LpSB1SykqTRD3Wv1SxjmWo5fWm3hf0O9a3MPH+OgnZ/dNQz3ku90/9uak3c+LnOtnHxXSIPxp0mtz9DvZdmTrq3P1KpSIuinotnX2WqOeMriC731Ki3iK7NVN2i5tvkl1vkd1v4p1v4F1vkl1vKrveJLvfJLveILvfxLveIDveJDv+Qnb8hex8Q3vdQV//gnf8BT/5F15mez4pFFTD2/+Mt/8Zb/sz3v5n2PY63YRtf0bbXsdbX4dtr5Ntr+Ntr5Ntr8O219G212Hb60Df2vKaan+CrayMt7yGtvwJtvwJbXkNb/kTCIa2vIo2v6ptbn4Vb34VbXwVbWIGm15FG19FG1+Fja+ijX+kZbTxVdjwR9j4R9j4ClKNlTe8gjb8H2x8BW34P7T+FbTh/5itV18N9sTLmuk2X4InXoInXkLrXsJP/B9ad5TZ40fRupdYgdmL6usL6PEX0Fqz/QGt/QMrr/kDWvMH9Njv0Zo/oDW/R49pBjp7XnwLPfY79Njv0KrfGgxWG2vQqt+iVb+BVc/Bqudg1W/Ro8/CqufQo89q9ohqjz6HHn0OrfotWvU7tPp59NgLdlGPP7/mGOrRZq1PZ/p+UsUW5vIP9KxJ/KGbwMcM/0dom7qbLHzHNlGP/ciLX9gMfGP2/jS0M567/bMiSnchGs9MotnZhD0qG3ck7C6hUS/SfUs+f+aHOOoZaI+inhL7DyVGZ2TfMa2w75iy9xjZ9w+y7xjed4zsO6bspTXHyN738N73yF5a8x7Z+56y9z1l73tk7zG8512iNxz9Lol+l0S/i6PfxdHvkqi/k6h3lah3SdS7OOrv1rb77xD1N9j9N9j9N7Lrb7D7b7DzHbJLLe9+B3a9A7vegZ3MsFqAHW/DDlqg9jbsfBue/CvseNto2/8KT74NT1bAk3+FbRWwrQK2/1V9pYUK2K7Wb/8rbK2ArRWw9S207S207S3Y9hYIBdj6Jmx9C7a8BVvfRFvegC1voC1vwtY30JY30JY30OY3QDC0+S+8IBps/jNs/jPa/BfY9BfY9LpmG1+Hja/BptfRptdg4+uwUS1seM1saMNraMNrsOFPaMOraMOrsP5V9MQfzQZGewWe+COs+yOs+yNa9wqsewWtexmoPf4yPP4yevxlWPcyouW1zEArHIW1R2HtS2rhKKx5kRp67EX02AvosRfQmhfRmqPss4+/4lj3qn3UY0/rOYl61s1G5qdUykKT4bxQXcnKqRRVYRv1Zuf7svOnIe4zV/un8TpEz9VkjmEAxxnXwkI9qbkrEfVE2mOol/SRkvSRkvShzhI/VJI+JImnVfuQJJ7GCaeVhNPOhNPOhNMk8TRJOIUTTuGEU0r8aSX+FDcSfxrHnyJxJ5X4UyTuJIk7ieNOkriTJPYkjj1J1DI3HPMBjqGvH+CYD/A+rQAxJ2DfCdh3guw9AftOwN73YS+rUTffh73v473v4z3v473vw55/wZ5/QbTplRai/wVRxyHqOCtH/wt2H4eof0HUcYg+Drup/VN9/Sfa9Q9a4IZ3/RN2/gN2/gPtOoZ2HYNdx2DXMbTzGNp5DKjtOgY7jsHOY2jHe7DjPdh5DHa+h3a8x2qe1AxtfzeI/Q1t/xva/nfY/i5sf4fZtndg2zuw9R3Y/g7a/g5sfwdtfQfR+q1vo61vw9Z30NZ3QDW05W205W3Y+le0pQJtqYDNFWjzW7C5Aja/hQQDo70Jm96ihja+CZveRBv/Ymmw4S9o/Z8NBsxeh/WvwfrXhcJrsP7P6InX0BN/Qk/8CT3xGlr/Olr/Z7ThL44Nb9pEvaVL1ae/+jtwUHz66CvN4n4aTeqjX1+vOTuM+5l3jqoQIzRhY3gO/b/FwY9oOvko7W2Dw8lwPlbHFH/VLa5o4Yhe3EQ+EeIHbHq8ekEQ0NBl9HE+qwhyqG/WsmMH/botrst0QrPRPw13aenSpSLp0U0jcIvfCC0H+Rufbb+eqY8Yb4uwLVyexS72UE8Ld4v9MHw3s/yu+Y23OhP5/JlboqjX3NFrjXruLzRLO6e4v3CmnaObJPVz+kpSvyCpnyuuz52uz5WUs07X5yT1c+w6S1I/x67PlZQvSPJZknxWSTlLks/ilLNKylkl5SxOPkOSz+DkMzjpDN2BJJ8hybT+LE4+Q5LO4MTPSOJntMAs4VOc+Km6+SlO+AziPyHxn+IEnUE8ff0E4j/BsR/j2I8h9iNawHGfAC2o9RD7Eba0fR9BzEc49iOI+Qjv+wj2foj3sQLs+xD2UjtNa9Ce03jPhzj6NI4+jfacRntOwZ5TeM8ptOcUij6Fo0/hPadgz0mIPoWiT0L0SYg+iaJPQvQHKPoDiD6Joj+ghqM/QLs/gKgPIOok2v0BNdh9AkV9ALs/QLtPoN3vw+4TsPME3vU+7PqXwdCu46y88zje+S/YcZzZk/+EHcfRk/8U7B/U4Ml/oO3HzIaN9i7efgy2vafau7Dt77Dlb3r7O2z7O9r8DjdQC5jZ23jz27D5bdj8V2poUwXaRF8r1PLbaPPbaMvf0Ja/W/w2j33nu9KkTa9ZPBdDEUAQCprAWD39T6v4T4rwG7v0YIVAKhxboqKM+KL94Io/nYaP6ys15OOnS9vnJ2vl1bM8SfYflPkqrf7v4q2ZISzYVei/AcMt1XxyVsithcqrzXdS/+/crDml9IcPcVssztDyP1tT26a+anSEWtwctZtZfteG78cygGv/+w3aIaWmVwnJrtHLV5rae5o7ekXgY6iXWW0wp6eGZFYrmdUkQzO2mV7tTK92ptNyFXt1VxN3JXFXKmlVirtScVcSg6VeFDYvapupF4nrAnFdoAWccoFtqoZd53HKeUg+R5LP4xSjQfI5nHIep5wjSedw4hc48Quc9AUrJH5BeCHpC0j4AqsGCZ/zMklgb0H85zj+cxx/FsedxfGfQ9xZiD+L4z+H+LMQd4ZuQtxZHHOGxJ7FMWdQ7BkUewbizuDYzxyxn6KYzyDmUxz7GcR+Cns/Q/s+hZhPIeZTtO9TiPkE7fsU7fuEG+z9BO35GPZ+Ans/RXs+Rns+Rns+gj0fob0foT0foT0fA7Xoj/Cej2DPh8yiafk0RH/IDUd/iHafgt2n6CtEnUa7TwmmcuSuD9DOE2bDRnsfdryPd56AHe9TQ08eh+1Go5Vo+z+pgVrAzN7D24+BgIxo67uIvmp2DG17D237B9r+T4l60mbCrB6Mdr16giaAevqPBHE5M4+Y4fO6Rm24sY0cahz0EObcg/ppgpyk0esUBPXsX0UI1LNIbRCdeeoZVgS5adUhjjNjCjYa4EpQkgt9h4O3bXoj5AC78N91SJSfwPdr3SGlplsJya6Ry1ea2nso7RlRL6fRmdPkzGlScho1y25QchqUnEYlu0nJblKyGpWsBiW7QcluULIaWDmrnmTVk8wGktlIMhuIp0HxNCiZ9SSzXsmsVzLrlMw6WiAZtSSjjmTUKhm19JW9m1GnpNeS9EtKei1Ju4Tdl0iaznBaDXbX4NQaJbWGpNbg1BpCC+4a7K4BtYBTa3BqDXZViwYpVSS1Gruqiasau6pwCjNIroTkSraZXMXKyZU4qRInXcTJF3FSJSRehERauABJFyHxIiRchMSLOOECJFxA8RdQArXzKOE8JJxD8edR/DlIOA/x5yDuPIo7h+K+QPHnIPYLiPsC4s6h2C8g9hzEnYPYLyD2HIr5HGK/gNgvUMznKOZzFHMW1IJa8znsO4tjzuKYM7DvLMSchX1nYd9ZiPkM9p1hFnMG9n6G9n4Kez9Dez6FPayAtMInaM8naM/HEP0xivqIvgYz2P0hjvoQdot2Gu06BbtOo52nYNcp2HkK7zoFahntOIl2nISdp2DHSaQa3nES73gf7fgA7zgBT76Pd5zAO07Ak9zeR0/+Cz35Ptp+Au14H+04gXaelKgnbSbM6sFoe6xe8I/YgghxDIKhTV3+hvXRJ4F6umbU982XZIF64c9Ht8d0oUCYoxnckkbW0488tGh5Tnn1wt6WsHc4eNumN/Q3a1r63hS+X32HlJp2UdRrbOsWHXsc9ZZ425W8Nqe3fUl+xxL6mt/h9LYzy+tUcjsUb5szt03J04zktpLcViWvjeS0c3PmtCnZbSS7TcluU7JbSXYLfSXZLUp2i5LdKmy2KtmtSnaLktWieJpJVjPObCKeZmo4sxlnNmFPE6GFzCaS3kgymkh6o5LRhDOaIKMRZzRCeiNkNEJ6A05rwOmNOK2BpDWS9Eac1sDM3QDuenDXk7R67K7H7jrsrofUOqAFd51aWQepdTi1Hly1OKUWu+pAfYWUS+CqhZRacNWi5EuQcglSalHyJZR8CSXXMEuqQcnVKLkGkmsguRoSayC5GpKqUWIVJFXhxCpIrEYJVZBQDYlVKKEKEqogoQolVKKEStA2q+gmL0DcRYi7CAkXIe4ixF+E+AuqsTKKP4/jLkDseYg5D7HnUex5FHMOxZ4DWmD2BYr5HPZ9Dvs+R3vPhjDHnjN47xnYI9pnsOdT2HMGRX+Koj9B0Z9A1CcQ9QmO/gSiPkG7P6abaPfH3GD3x3j3h2j3x7D7Q6wa7PqIGtp5mtmu02jXabT7I7T7o1Cod+XKlWD/4+sDDQbHiRZc4KUggQldXEMfwgj2M2838nLF8qf0StgjiiEO83WJNyT8+RiGMJp8HwtfIVGP//bof4VDDY0y/D5as4ruO9Y+YfnVTzSAazhwhXA6PHZm9XVbnemc6Z8GUNbG6pl2sGI94302tTy3xuqFvS1h73DwtlUFGTwQoptNbwBXPn9mRwnJrpGxLxtauwy0x1CvsEcp6HYW9iwp6qXmLOzRrKBHye9WCkTrUvK7FW8Xye9SCrqJt4ea4u1xeruItxN7uxVvl9PbqeR1KnmdJLeDFsRNkttBcjuU3A4lp0PJbic5HSSnU8lpJ9ntJLsdZ7XjrDac3Yaz2ljZ04az2khmq+Jpx5428LSCpxUyW0lmK8lswRktJLMNZ9BCK8lspWWc3oLTm3FGC05v5gZpTayc1kwymnG6tonTmiC1EbubILVRLFBDqgmbDaJBagO46iGlAVz1KKUOUupQSj2k1KGUOpRSByn1yFWHXHXgqoPkOkiuQ0m1tADJtSipRrBLOKkGEi7hpEs4sRrF16D4aki0soQqiK+CuCqIr0LxVSiuUjSIr0RxF1HcBYi9ALEXUMz5EObYdw7HnId95wT7AvZ9DvvOob0ME2HvWdhzFu89C3vOougzKPoMLwj2GYo+A9GfYtUg6jNqjA6jP0VR3D6bGOrpHpQWI4DDop4mw5NXqA0b1xNbsIN6hqn3wh3R4roqhBbsDIs2/ZSad1wcCoN6V0x3WzdyKdTXGvpuGiJw+kii4ZMTSsswQ5Kxu1h93Qak1V3InOifFjePc4PufeHvX0/UVmcm3su5lIFrvi36ryDUk82ybUsJHUG4XfpbE+y7DnF68vkzd0VRr76lU6Q9DfWKB5zFg0tKBpzFmi0pHuRlpcinFPl4QSnqVwr7nYU+pbCfFPaTggGlYIC+KgX9SqGPFPYr+X1Kfq+zoF/Jp+U+Jb9Xye8j+X2EFXpJfq/i7SV5PYq3l+T3kfx+kt9H8nqo4dxunNdNcntwbrdoJKcH5/bi3G7I6ca53ZDTBVldOKuTvlIj2V3qaxfJ6gRPB/Z0QGY79nRQAw8rQ2YHZKqVGW2Q3obT23B6O6S3qdbK62kNSm9FadxaHO5mlNaC0ltRWguktaDUZkhtAXczSm0CdzNKbQZ3M7ibwN0M7mbkbkLuJnA3o5RGcDVRQymNKKUBUuqRqx6lUGuA5HpIaoCkekiph6QGSK5XobAOp7ACJNVBUi0kqpZwSSsn1qKESyjhEkqoQQnVEF8N8dUorgrFVaP4KhRnbTiuCmIrBbsIsRdQzEW1cB72aYb2nkN7z9EC3+QGez/HqsGeL1RjjA7zwhcAACAASURBVAhRZ1DUGRR9FkV/Hhb1pKQmL9mX5qWmDGemmLQcI2ZT0u02j5WQ7AqMXq5r7qhv6RQde2wK5dIhZ+nQkrIhZ+mQs8zvLB1SSgadpUNLyvxLyvxKySA1Wq+UDDpLB0nxgFIyqBQPkOIBUjREDRcNkaJBUjSoFA0ohT7VBkh+v1LoUwopBfpIQb9S6FMKfKSgXynoJ94+kt9PvH3E20/y+4i3j3j7cF4fzusl3j7s7aVlk/VDbh/O64XcHsjtIbm9OLsHZ3dTIzm83ENoIasLPJ3g6cJZOgNPN3i6wNOJs7pwZidkdOCMDpzRARkd5k2U0YHSO9grs3ZHWhstoPR2SG8Hdzu42yGtDdLawN0KaW3I3QZpLbQGpbVCWhu425CrBVJbuSFXCzVQC8jVDMnN2NWMXU2Q3AwpjdRQciMvQ3IjJDdAkmqJ9Vo5qQEl1qPEepRYhxJrIaEWxV9SrQ7F1wmbzBxxNTj+EsTVCFaNYiuFQhXEVkJMFcRUQUwlN7Tvotlg33msGuy9oNo52HsO7fkColXbc06inlQEJfvSPNXEicOcyjCVaTgXrSTqzWMlJLuGRy7XNrXXNXeIjj2GemXDS8qHl5QHnGXDSqmfvzrLhpeUB5RSPzVaLxopGSIlQ0rxMCkaJsXDuHiYFA+TYr9SPKQUDSpFQ7hoUCkaIgUDStGgUjRACgdI0SApHFCKBpXCQVJIHYEDpGCA5PuY0bLXR19xfj/k9WFvv87y+7G3H/L6Ia8P8vpwXh/O6cU5fTinF+f24pxekktrNIOsHpytWk6vVs7qw9k9kNWNPd3Y0w2ZXdjThTO7ILPLYtPTDZldkNkFFPsyOhwZlPw6HentKL0DMjohrQPSOoBiX1o7pLcjSnjprZDeptW721Bqq/hqshZHSgt2tYCrCVKawNUEKc2Q0oxSmrg7EFxNKvBZGEpqQEkNKKkeJdVBYh1KqFWtHhIbUIJYU4sSah3xl3BCLcRfEqwGxVUJhWqIq4JYzVBMJcRWodgqFFNpMIi5gFWDfRepIdUdCHs0k6gnFUHJviQlJbVIlJDsGh4Zu9TYJtKegHoBZ1lgSXmAFpxlgSXlI87yEaUs4CwLKKUjSsmIszSglA4zKxlWSoZJiZ+U+JXSYVIyTIoDpMRPiv1K0ZBSNKwUDSnFflIcwMVDStGQUjioMM/foAp5g4QW6LuFflIwRAoHSMEAzvfhAh8p8CmFgySf1RCvT/H6cD61Aez1gbcfvP0434e9/Ti3H+f2kbx+ktdPcvtJHt3sg5xeWsa5fZDdCyoI4tw+yOnBOb2Q3YNzeiC7l5bB04Ozeijz4awe7OkBineebvB0Y08P8fTgzG7k6UKZXeDpQpmd1BzstQMyu3BGJ6R3QnonZHSgjA7IaIeMDmooox3SO1BGO6R1QFq7wVBaO3K3qdaCUlvB1YpTWyC1GbtbUGoTpDabDadSh18TpDQh9toIKU2I0l5yI0quR8n1kEQdfo2Q1EjjwiixztIgoVawS5BQg+Kr2Wt8DS2g+GqIq4a4ahRbhWKraFmsQbF0jOBFHHsRay7ACwZDMRfwvgsS9aQiKNmXpKSkFokSkl3+kbGahtZLjW00jNvQ2tXU3sNQb/+os3x0yf6RJftHnftHl+wfdZaPKOUjCgO+UaV01FnG4E8pCyyhqFfKLYCLR0jpMCkZVor9SnFAKR4mpcOkJKDQmsIhpdivWdEQKRxUCoeUwiFSNKQUDimFw6TIjwsHScEAKRjEBQOkYJAbzh8g3gHFO0ALOM+H833g9YF3ALw+7PXhXB/O7Sd5PpzbTwskz0fy+nFuP87pxzmsADl9mFpuP+Zl1SC7F7J6KeFhTw+ohrN6qYGnB2d0Q0Y3yuwGTw94ulFmF8rsopu0DJldkNGFM7ohvQsyOlFGJ4O89E7I6EQZHZDeCRmdkNGJ0ztxeiekMS8gYmHfDnC3IzdlvnaU2g6prZDaQg27DeVWSG3B7hbq7YOUZsTdfrwmuRklNyAW5G2EpCZIaqK0p4Z3jQYJdYJR2rsECZdQfA3EX1LhTwvyothqFKffjK3meSE4thLHVKsx34tmw/suhkG9irePSZM2aeN9qeLtY+aeFnREu5TUBCV71+LUtOPaVJSQ7PIHRqvqmkXaa2zrDoZ6S/aPctSjppSOUs5TygLO0gAvK2UBpTRASgKkZJiBXcmwUhLAJQFSMuwsGVaKh0jRkI7zioaUQr9SPOws4uQ3jKnbr3CQ5A9gGtKlnFcwgPMHSMEA8fpw/qDiHVDyBrDXB/k+nD9IUc8AeUreAN2EnD5KeMzPZ0V4ZtQDTw9QtstSOc+jbgqohzI11BPKXZDRBeldFPU0o7HdDAH40joQozpmFPWMlWwwX4sl8DFTwY5ZcjNKboIU+kqxj7JdA0psnDTqGYyO6qNgZ+S8oKhnRXt7w3n1Kt4+Ni4lNVlJ1JOaGcnetTg17bg2FVHUq6xtqq5vqWlo5WFcloEroB43zbFXNqqUjigc70qHnUKZeu9I6TApGVFKRpwlI85ivx71hnWoV+znmzrUKxwiBYOEgZ3q0stXvXoFAzh/kFDU8w5g7wB4feBlwVyS10/yfDivn+T5SC4jP+7VY6hniXc5vRTywqIeeHogqwdndkNGN2T2cNQDT3cQ1OuGjE7IoMDXgQyol8ZQjw3sS6NpHO2qh69DQL12cE0G9bCrBSU3oeQGlNwIKdPg1YOESyiBO/YuiWxn5DyJelIzo4q3j30bThL1pGZGsnctTk07rk1FHPWq6pqr61u4Y+/mv//ff9/2Q2e5BnnO/aPUjcdpz1k2Jrr0lNJhZ1kQ1CsOKMUBinqkZERR47mkyK8Uq5HcQiPzkcJBUuAnKuqRgkHCI7n5Azh/AOdT2vOrnEddegNG1MvtJ3kDFPVUGxQDuCFQjxmN0vKIbZY+epvVgzO7cSYL7KqEp6EeDemqAdxu0ZmH0js12kvvRGkc8jTUQ2ltBicfRT2c2o5T23CqifDCefUgpRklN6LkBkhpUCFvMqiH4mtE1EPxGuoxyBM4jzIfqDP8mVCvUqKe1LSJot5XISVRT2pmJHvX4tS049pUlJDsGhoeuXipkdIeD+OKqOcsHzUHcBV1rJ4uYkutfISUBUhpgNBxeyUj1LFHioeV4hEB9YZV1BsmDPWGSZGfFPtJ0RB7LRwiBUOkYFClukEevSX5tHII5w8R7wDxDuD8IVwwCN4BSnvg9eE8n+rVG8BqMBfn+SBvgOT141wfyesHOkRPiOGS3H7C+S+7D2f34qw+0DiPkR/159G0DJzZDZka5FmEcT0U9ahjTx+3Te/QxuqpQ/SEtIw2lNYG7jYwBHBT2iC1DVyt4GpFrmbKdmzqvtQWlNqMQwZw6UA9lNwAyU2Q1IgSG/So14AS60GHeg1YoD0UPIAbyqUXW43iqlBspSP2IoT26u27MFHUOx7riD0ubDBpdVKLSBVvH/vmm2++FLRmc86XeknUk5oZyd61ODXtuDYVUdS7UNNAaY+GcS81tlHUW6L36tECKR8TArijStmIHvWGlbIAKQsQ7tgrGSHFAVIygotHlOIRZ8mIs8TvLBlWiv2kiMVwSdEwc++pXj0B9QZJgZ8Cny4hI38Q5w+BdwjnD/FILs4fAq9Ge1hz4/kwjdvqjQ/aAyuvHs7phWzqt+tjhMf9fJ4ebdPTQ6hLL5MTnhC6VSO5fKweSuvkSRj6cXsU9ToF1OuwMHc7clN/Xgt2t+LUduRqVsftNYfy6umsCVIaUHKDOlyvnqMeJDVAUhMyefj0Xj3zcL1aSKgzop6B82h9bDWKq4S4cKgXYyMtY3x8fHy8/cgy+pelYl37kWXLjrTrS1KLShT1Lqva7Xqd2mVBEvWkZkaydy1OTTuuTUUJya5B/8j56noD7TGvnjBEbwnPwygfEzNwOerxPFxqNAOXuvQY8JWM0NxbdayeX51j2a9FcjnqFaqcVziE8xnnKYUq8BUOKqyeefXUkO6QSns+8PpAzcDlI/b4WD3I9ZFcNfdW8OoxyMum0VuWlkGy+3B2L2T1qOP2esHTQ7L6sIeGd3twZg935rFRemruLXf14cxunNHNHHssdGuiPc2rF9RQajtyt2N3G3a3YncruNoo5OHUVpzKZlq2j3o0CZejHqO6pEZIakQm1MM64KsVgQ8l1KD4S+YMXB66NaAeiquE0GP1bKMeleDVsy5KLSJVvH3s66+/9vv9fr/fvb9WNL8qiXpSMyPZuxanph3XpiKOepz26KC9Gzf/bUQ9dawec+ntHzWM1bOJeqR0mJQF1OlX/CrqDREtFdevjt6jy2z4caGf0Cn3GOcNqb49hnqKEfW0AC7O7SdeH87t5149hnp5PjHxFkwzrUB2H0c9nNOLs3tRli4tA2iiRjYrIC2G2xUC9SC9C2cGR710M+pZ+PaMqKcadrWDqw2ltIZGPTUDtwklN6LkRgZ2LAlXXU5Dt65GMK9eHfPk0eF66mQrWhKuOQPXJupNxKtHpUGd6MqTbr3FqYq3j127dq02pCTqSc2MZO9aMIp1OMYFC61px7WpiKLeuao6Tnt00J4B9ZyU7RjqjSrlI85yHeoZOI+jnsIIbwQXB3Cxinqlw6RU9OH59bOu+JViv7PQrxT6sWqQz1FvABcO2kQ9oKkYIurl2UU9cbIVLORnGFAPq6gnJGR0gadHRD26yQO4OIPRHmSwEXs4o2vCqJfaBmoAF1R/HiO8cF49PtkKSm5CySwnI9h8K3yTgh0OlYpbKwZwxclWdGm5LIBbBbES9aQiI4p6oSVRT2pmJHvXwtARPeeFpb1g1HXkyJHs7Gz3ZJWdnX3kyJFJox6lPR7GNXv1OOo5WWbGmDqF8ihbP0N9JaXDYhIuLg5gFfVw8QhWaU+dVJmFcXVzKas5ubjQTwr9pIBi3yDWRu/RefWGiHdI8Q4p3gHw+kjBIPbSRI1BEfXYLMrqxCuIvkVRT0zIyO03jthTJ1vB2TRFoxdn9wmJt1pCLkc9dc5kcZoVNbDL59VL76KTrajAF9SrxzIwTGP1HKltIurxtIwwGbgC6vFUXEhpFjiPMp/KdjrUY5ynRz3DWL1aMYBrNm0AX9ixelMJ4ErUk5JTKEvNHcnetQC0TGU7nvLX7nCMOxzHg3/EErkOHjr0zDPP+P3+sLNBBZPf73/mmWcOHjo0cdQLcNTjtEdRT5xXz1k+6iynkDdKczKcpWPOsjFDWgZFPVJK588LkJJhXBwgJaOab69kmJSqkyoX64boMSdf8ZCasTGMC/24wE8Kh0nhMC4axAWDPD+Doh72DmHvEJt4pWAQvNRYTgbO8+FcH8kdZGkZeT7s9VHUw7n9ONeHc3zUpcc9fLQA2b0kV51sJYsGc3vFgXo8FRfzbFxPj5aBoS6Jq5tshUOebhblDh3n2UG91HbkasNuIS2DT62X2gYuRoF61DNiH0pugpRGZtq8ety91wiJjZZePZNLr1a/csYlO6gHcdU4rhqH8OrJsXpSU5FEPam5I9m7FoCOWIEdhb9lQT5iiVwejycQCNy6dSv0VFAhdOvWrUAg4PF4Jo16Iu2ZA7hLyked5aPO/aMKB76yUWfZmFIeEF162rx6JSNKqTZKDxcHcHGAlAzjEj8pHXaWDDtLOOoNkyK/YnTsDVPaI8XDuNCPi/xiBi7JV1GP2QB4ByB/CJhXb0CdV4+GbgeEaVbUGVhy+3GuD7J9WujWFMBlY/Wy+iGrD2dpqMcWyRDiuSLq8bXRgEZyVdTDGXSsXjfO6Dan39L5VlB6B6R1YIswrpH/eAYuuNqQuxXclPbawNWuJmqETctQUS+5Uc95xplWaA3WZ2YEde+FRT0ayY2phpgqHFuthnFN8+pNHvVkBu6il5xCWWruSPauBaB2vUuP6rjDMe5wHAnyEUvkcrvdYaf8DKtvv/3W7XZPBfV4GJd59Q6MUa8eRT0V8kYY8JWNOsvGtBXSROBjqDeqZmOMkJIRUqobqKeinl+dbEXv2ysawoV+DfUK/boMXHWsHkc9nD8I3kHQNgewujYayR3Ur4HL03IHcLaP5Poo5JmXR2POvKx+nNWHPT1aADc46qkePnHBjC7wdCNPN87spqtlaCPzJoh6yK1l4KLUNqBhXBfNz6Cj9NQsjYmhHnfpNXCwg8QGSGzQ1ejxzox6yDSLsnkNXF6pefViGfPhaUM9Oa/eohedbOXq1atXr141ZOBeVSVRT2pmJHvXAlC7lQNvcqjHH02T1jfffDMp1BsxoN756vrrN27SKZSd5aNszQw1gOvcP8LTMpxlo6IzT5ecUTpKnXkq6g1zl55SOuwsGRayMYaZlWj5GSwzt3CYAh8uGCJFQ3w9NLoArgH1WE5GgTBWz+sj3gGSN8gXRiN5PnWylX6cNwA5/ThXc+zRwXl0shWSq1Yyr14Pzc/gqGcYq6f683rAwwK4an5GtwH1IJ0vjGYM4KLQ06y4tXn1kLBmBs29Re52ujYacjXj1FbkasGuFuwKBnwc9ZpF1OMZuJDYwCZS5lkaAuThBEM81ziLcgivHk/OwNSCrZYxQdSTktJkmEKZz6snp1BedFpmNZZ+3DTwanp300v2rgWg6UW9CVGaWdOCepT2GOqxIXo61FONufR0A/XKRvj8yYJLL6CwWVfYQD1SYhilZzFuj9AArop6hM63kj+o6FbL8Ksptz4R9UBdLQPyfNhL18ZQh+7pUQ/nDmhTKOf2ayP2cvr5oD3I6uezrnA3HlHzM0TUM3v1wNMDdKY9TxewAC4bq2dIwhVRL3QA17BshoZ6qW18GVyU2oxczeBqxq4WRGEupVnEPpTMOA8lNwmo1ySgnsXaaA41MyMU6gUfridOucK9epiGcSXqSU2jDFMoX758ec3mnMt6SdRbFJKoJzUdml7U+3Jqmi7UO1dVJ6Kelpaxf0xEPcUC9ca0pTL4NCslflJKB+qNYN1MK8agrere8/O0DBrAhYIhUjSszatXMKiw1dKGdKjnHWRevcIhcWE0lDcAeT7Nz5enzsCioh7LvWXrZ/RS1NMiudk+hno5fWBaAzdEABeJaRmeLmSNemyyFTWAawF5KK0D3NpAPeMKaapjD1xtwNfDpVTnagZXC3JZJuE28vlWRNSjORlIzckwZGY4EuqARnKDox4Ol5lhiXrYKjNDop7UJCVOoRxMEvWkZkaydy0ATeNYvVu3bo1OTbdu3Zpe1FuiXy1DHajH5thjq2XQSoH5SOmwUjqilI6S0oCiQh4bq8fWSfOToiFniV8pHhGm0xtyFtMlNPxKcUDLwGU2RKfTU1gSrh8X+DnqkQI/5A9htVJdGG0A8gZx3qA6Yo8P1ONpGaZpk3lyRrY23wqdQhmye7GnR11FQyM8EfXEAC6fcgXUSZXVAG4XA76MTpzZhTN1Y/Ugrcvs0jOgHk5tx6kq59GZk0Xac7VS3x5bA1f15JkiuU0G1FMn2DMukiGugYuF5AzDBHs4kQJfnZiEiyyBjw3aYzFc9qqiHh+xh2MrJepJTVJyXj2puSPZuxaApisDl6LeyNQUGdTTlsFli2Qw1Lus0CmUy62mUC4dNaOeUjqCSwKkOEBddxT1nHzWFbYYLp1jL8C9erhIQL2iIaWATbmCC/ykYIjGcAnFPq8aw/UOMtRjc69oK+EK1o9zfTjXRxMyqOmm2TNbVg/O7oOsXpzN1sOlQ/cgkwZwDainZuPqUQ9ndOGMbj6vHvftqajXidI7UFoHSutA6R20bCA/DfX4QD0B9bC7FVLpKhrNzLEXaqyeEfVwchNdJwOMMVwL1NNnaXDUCzW1njBoTxiuZ4V60qsnNXnJyVak5o5k71oAmq559dxu982bNzunpps3b05/AFcwpXxMm2yldNRZalwYjZSNkrJRwudPLhtWSgNK6SihTr6SAF0qTZhUL2CK4dJ59QIU8mgAV8W+IVI0pBQOkaIhXDBI8odIwRB4eQx3kJYhf5CmZaC8fpX2fCRv0GA4dwDnDkCOD+fS5Ix+bdCeZr1qooZutQzMOY8upKHz57FXpC6ewVEPMtT5Vkzpt9pYvfROyOhE6R2QoaJeuvVYPRq31QiPbrrahRhuM7iakasFXC1gSs4wj9XTls2gK+GqKRpq9LZBHLHnSKwzzbRXOynUq1JprwrHGofrSdSTiqAk6knNjGTvWhiyXC0jmEvPERL12qemyKHekgMU9S4bUI9nZtD5VkgZNRrGDSilAVJKQ7d8AVzq4VMH5AmoR0TaKxomdC49nW+PrY2GC+kyuH5S4AfvEPaq66FR4Mtnnjw96g0YDOf6cN4g5PgwnWwltx/n+EwLZvTyBTMgu1c3Vo8tntELIuqxNXB7OOqJXj17qNchoh4rW6EeNrj02OTJ7ZDKJ15RUc961hULrx5KMqbigrgSbkIDSmCoJybkTg31KlXUq5zMZCvSpE3aJOpJzYxk71owmvoauBT12qamaUc9MYCrot6YUj6mlI05uelQL0BNKRtVJ9IT5tUrUadQLgmwmZP1/jynmJMREvVwwSAuoAvg+hXvAPPqqVMoq2vgDoB3EOUN0LUxxOgtWyqNEV6/oaBNsJfbp0M9ujwGHauXLaCeMFbPgHqCV49xHmahWyPn0QF8KL0D0jshvQPSWDYuSuvAaloungjqYVfLxFBPpT1uBtTDCQ04oRGbJtgLgXpWY/WqrAO4GupV2kU9KampKHRfmonfDanFIdm7FqcsHyxut/vGjRtNU9ONGzcmgXpDw8FR78CYbg3c/TQJl66HNuYsG1NKhQVwy0dIKeW8gFKmDs4rDiilowpbGC2glAaUkmGlZJgU8WRbvmyG38mWzdDSMkghS84ghX5cZPTq4Xw/9g4RFfWEhFwN9XDuAPEOYHExXFamPrx+NfG2j6jL4EJOH85WaY/lZ/TSMmT1oOwedXa9HsjqgexelNWDsnqQpwfpwrg9Dg9DPeAFuiRaeqc5CVfgPDbrCk7vxGaXHl8tTYM8FrqlwIdT1TxcmpNBLdmcmaGhHvfnsXJyEzDm0zn2IKEBEhrpGD6GekbguwQJtdapGBr8VYlTroA2wV4lNYiVqCc1I5KoJzUzkr1rccryweJ2u69fv96g1/ObHA6HY9Pzocqirl+/PjnUO19dbx3A1aMeTbYl5aPO/Zcp8PGF0ZSyAI3qklKalhEQU2616ZRZ/bAYq1WKA9xIEathnMdRr2gYFw3ioiFcyFFvkKffanMpqwujgddHczJw7gDJHVDH51HfHh2ox7x6kNvH59UTX9nCaNn9ONunYl8vzulD2T0sA5eiHnXmZfUgQx5uZjefVxlldjsyulFmtyOjC2Vq861AhjiXMk3I6IT0LkjvsJx1hSfk6sbqqQXN3K04tQ1crcAm1Wula+BaTqfM8U40qxmV61GiNgkLpT1tuF6iRnsovgbia4KFcSneiaiHNN+eRD2pGZREPamZkexdi1OWDxaKenVT07SjHp1axUR7o0r5GJtCuWyM6NNvCVsnY1Q3uwqbYI+hnrNkmGgr3mqo5yxWA7tFAVzop5zH0zKYV69wkDr5dISn+fMGDRm4DPLyBol3kOQNYDr9St4A5PnUlFuWgcsCuHT+PHUKZRH1QA3dGlI0kIB6nO0gU0vCVQushodxjWujMc7rYvMqi1m3AvmxGfVShaUyBM4DmpnhamOh21SGeiilGVIsFs+wg3pqDFeHepBQhwQPnxrSpbMo16CEMGP1+IIZlqiHJepJRVoS9aRmRrJ3LU5ZPljcbve1a9dqp6Zr165NGvUMtKdDvQNjzv1j+lRcdQFcPeoRA+qV6FCPpmVgNlBPnEJ5SCA/v1I8TIqGga57q6IeLvKTwiFSOIjzB+k6aSLhGbCPBnBRnhrAzRsE7yDyDkAem34F5Q1A3gBRHXtEJbygqJfdz/BONebky+qFrF7k6abRWz6FsgH1wNNDMzOYVy+jS3DmddlBPXMAl0+2YjCKejiVo14LTmkDVwtKaYWU1mlEPSwU9DHcOoivQ8GXRxPde0FRL7ZSop5UZCVRT2pmJHvX4pTlg8Xj8fT19Y2OjtZMVqOjo319fR6PZ0KPOxH1RNrjaRn6+Va0yVbYTCulo05h/mQj6pWySK5SMoqLA6QkgEso6gWEhTFYuFas0dIyik2oVziIC/0c9YjIfN4hdV5lLYCL8gaoVw94IXcA5/lw3iDO9UGOLoDLjaIeyemD7H66WgabXYWnaAiGLFbLENIyOOpldDsyuhBjOz6jnjhcrxPSu1AaDeZS1OsENS3DAvXcAuGltokBXEhtQa4WcLHQrTZoT0O9pqmjHl08A5vDuPZQT1s5wzBcL+YiLUjUk4qgJOpJzYxk71qcsnywHDp06PDhwz6fL+wc78Hk8/kOHz586NChCT3uwqLekv1jCpsz2Yh6lPa06G35iFI+RugyuHysHptdZYSiHikJKCVquLYkII7Vo1MrkyIV9YTcW456dKCeUjhMV8ug863g/CG2AC6bY29ATcsYZMP1vIZJ9Xw4t5/kDkLuAM4dYDkZfMoVw0TK2T7I6jd69dSp9QyoxwO4oiHVvccso0ubOTm9E5tQj+VnZHRw1GPGY7ip7cjdDmkdKC24V8/dCqmtkNKGUlohpRm5miG1BbmakbZyRnjUQ0kNKLkBhfTqIcts3PgalFCD4y9BXAjgC4p6OLaSSNSTirQk6knNjGTvWpwK9uQ5cOCAx+NxT1Yej+fAgQMTfdxR1LtQ08BpjwKf6NVT9o86y8ec5WPqahmjSvmIs4wvjKatlkFKA7hsWCkfZSPztBn1tBiuUjJCSgLOkhF1/mTVt8cycy1QD1MPXyFbS4MRngH1tAUz6BTKAxrq5Q3g3H6SN4BzB+k6GSTPp86f3G9lbBUNGsDVUC9LF7rFQVGPrnurTbZnAD5HRifz7aV34fQuyOjC1MlnQD0+8Qp/NXn1UKoxjAuudkhtg9QWOmIPuoOvGgAAIABJREFUUuiUK9Sxx1CPe/WMhKfWQFITJDahxEakefUazagHFitn1NLMDBRXg+MuQXDaU1fCrQFhvhUUW4liKyGuEiTqSUVaEvWkZkaydy1ORfgBNjGFRj3ngTE+OM+5/7KiLoNLHXhsuJ64JFr5CC4bpoFdXEKnWRGnUB6hAVyicZ6frpBGioaUoiEWwy3SoR4p5ivhDkGBNnkyLvDjfL8WwC30Q8EQLqA5GTQtY1CjPbo2Rt4A5A2qs+sNkNx+kic48MzMl9OLWQC3H+f0qTMn97EMXJXzTOm33UBH75kyM9iUKzxum96F09lqaXSsHhuuJ+bkpnfQqZX5XMo61OMr4aYakjNaQB2rR6dTxi6WkyG+qnjXDMnarCvCRMpNKJkvkmGBekZLqOdJuCi+BsXXUgsdwFU5rxrFVaI4TntVEvWkIivZl6SkpBaJOOoZaM+wWoaKemwZXFJmjXqkLKDsH1FXvB3FpSMG1GNvlQhL37JIrpaE6xS9eoXMq0cK/aRwCBcN4ULmzCMm1KNvqag3hPIGDKiH8wawtkgaden5iDXqsRQN7tXjS2jwGC7iqOfpA0+vMW4bJIbLZ9TDmdSB12VAPZTGVsswrKIRAvWwKRUXXG3gamUZuGzljBakrZOm5WRonjy6maQzlGyI3poCuKJx1GO0VwsJ4VFPm3slrhKp/jwSV0XiJOpJRVKyL0lJSS0Siagn0p4pLWPMuZ8ulaGhHl8tg2dmkLIALh22QD3Rikdo0JYU8WVwBSv5/9s7k6VGtixd47txHqaqpjE471DTmlZMMpBASKgBCSFQS5xpvsQdhZ3RMcuXuBUghFBDG6C+I865abey0vKa5R2stTt3lxBEiAg7sZdtUzhNCCHfcn38a61/jXVVD1K3IoGLqCd6L8RstNyAHQ7J4QCW2YcrUa/D9rvawIwe6nlgsJfpCNTrGqi33wHUY5kHMQz3QWZyTdR78Jfo+VGPJFHDg+VglwaiHkncEhP1FOFpE9IcH+3JSbhS2/OhXgtr9aTO9xTqORGFemSrTrYay6MeCVedMKBebXnUI6GPJPSRbgDnfWQbHy3q2Vhh2L1kw4aNHyTCkehwPP3f1YtA1IME7jpwXkWi3oRXZrqFskK90piVoQ9jKp2ToQNXHrMiop5bhLm3YKQn3PXyI14Yo82KnJNxNKRHA5Yf0vyIBal6Ouqx3JDmumIkWp9lezzb4wc9fTCaGI8GRspd9NUzFw7D3evSdFcZrOjCnr9Qz2+krKEeRUnvliQ1kS91S1OAerd+1MMVv5aZ3AWqnpnAvRSrhai37R+YYaAeHvsSuAtUvXkJXIF6VejSoKHAcj0p5qHxCqAeCX2kGx+pRT0bqw67l2zYsPGDhAf1JPB5Erig6kGJHo7Brcx4eQZtGYh6QHuVCfWhnkzggusKtmIUh7Q4FjMzlK8eA9QD2jsa0UNhsHc0pPmRKNQD6U4lcDVVT3ipZPss2+cHPX7QpQc9ArfZHsn2HDUzo0P2H0Dzo2YTLsk80Axkb7s653mAbx7qOZqwp6Oe1pxxqxpyF6IejV87iWuSvCGJa2fnmux4aY9EL2Ewmo/zLsl2G931oi1ZrrfYWo9ElkC9sNGQoaEe4p0TqjkbpyR05kE9R6l6p84Goh6Qn0Q9CXwW9WysMOxesmHDxg8ST6De+0demXFU9cBIeeYeT3l54pZRyYMDtzxhxSkrj1llwktTXsIcLtKeVqvHC7DGvDBh+YFbHLnFkTBbwcFoLD+iWluG4ryjIT9Ew2SmeyYf4lQ0lhuQgz7L9Vi2yw96DF1XhPFKbuAc9OhB38l2YGCaR8lj2Q7JIOTR/Q5LdyksrUSP7N3DYFyy94ng9Nt7svtA9nzleibqyVEZJHFLZSY3dUOTt2inB/7Jsi0joWxWEPXi184OLAF5sSsaC7LZi7YM4ENt75JsXzpRL+SR7aazHWC5Irpx9fbbC2ez7s3belW9mhM+I5C3DZ16y/UCB6aFThXhhT6yjY88dMJDJ0+i3oe3a2tra2tvP+BXT35+s7a29ubnk2e+CuB+5N18tYDHE3DX8gsBsaqH8fyn5Q8ey6Ee7rEVnJYFu078UIhXOXPLbhLxqFf1mvkaYT62l5/BVb5wXvlFOe90mTvti/eb3UX++E4uvxL1YEnaM1W9Ga/oAzNmvKQaMtzyhJfHvDTh5SlYKEvI83fgwhJOK2NeGLnFsYZ6I54f8qMRJm3zQ1YY0YJI42L2to+odzikuSFOQkNtr88PBzTXE6jXpwdejz2Cn+xSHIwbkLeVqEdwVAainrJQzjzQzIMjUI/uPpC9B5Keg3opL+rBEr4qWKUXgHrgt+JHPZ+LchDqXZqr7UE9byb3q6IeCdeccE2gXlVHPe9s3FCVhKrIeRsfaegjewHqydffd4Z6cLeLHk7Q1cSi3ivFUqin3goXnJeXnbh5/wv/DoAveP+aWVkst0nUY/56b9b6PXyNl8CHt8YvstQZnBere+l8yT2/4FlajHrq809fsxaG3UVB8V1cgAH1/uussRD1oPFWmq1AN8ajW9b8k8uIehxr9ZSkp1fpgd+KRD23OHaLE+jABdRzCyMuS/TyQ70DV6IeWChrqNcXBXwDmuvRXI/muiSrm630jG7cgx6oenS/F4R6QuGbg3potpJ5cNL3Tvp+bfcOO3DT9/q0DN1XbxHqJW8dQL3E0qi3szzqtUi0baAeHPjL9Z6Ber5ujHmoFzp1EPWqJHRKQ1W6Ia2Vddo7IaGPNHQiCU+u5VEPX0bfJeotuluLet8wlkE9XfSYf2K+Lup9G6VjmU2if89q3qS/PLy/x3Jn8IlHt4LXznel6mmf/7KzYXfRgkf3ba/AHtSTtCdRjx9PXGjCQNSbYoleGc1WJOoxE/UMdxVkPpiKO+EFpD2RtNU7cEe04B2VobdosKMBzQ00thvSXJ8d9tkhmieLNSAHA13Mk8sRqp5oyxCVeeIWOnDZvuC8tLRTvvfU6jl7n5y9e7L7QHbv/Q0ZgaqePgwXP0xqkGf46iHqAefR5A2NX5P4jb8n41mo50/gOpHgmRlfgnokXCNhRD21QlUSrtJQlaKYd0rDpzR8SkIfafjEw3nLo96bN+JlKV6gP+sve/OT/nj7wZfFEK9J8/Pqr1Dv9/m/+e0HPUc79+IQnCMw7t/zE98Ymd+3H34LyAYbetDcO/vh0W8J1Pvw9s2bN29+PjHOk/l8GxtL7iWvzBx0jp5Q9Xxf8e/GgAdz4vvOtx98/3fOdz61SYwH7LvHoF3nf8l44+1b9WXPc7L8bxF0yuaeQXzG3vx8Yh7PuQisCskC79f/KweeI/36FrABnrPZFqh6Afvta1xq7C76NuFHPaA9TdWbSdRzjx+hG8MVC7O05bFbnvLylJXGrDwSVDfxyXsTVhxT1PMmvDBhakiaSOkWhwr1jtA8WUc9Dqh32GeHeCsGo/VpbkBy8sO5qEck6mX7dL9LM1263yX7XXMSLk5FC0Y9kcnVnFYCUE9X9Ujqzkl9MiEP56QRHfWCVD0nqZut3LwggevIWr2ot1YPLJSfg3pLJXBlKy4JV2GEhqQ9Klf4hIZOaOiEhk/kMXs+6gmsEv8uRj0FYeJvSe1Lv2nXOuPVGfSdevhf7V5ACIxA1NP/3jV/YuBDMq4e4js+aI9HfucH+d+/ME3zx4inUU/9Le7ZFYaKLPg7IHkUeIUP3KWeMN5T9b9ijFP/IejBvH07dysG7odlN4l4kenPjUePedZLJvB5kPe24AXlecDmHva85gLOoB/APT/Oc9ZWJLL6t0bgrxz4wOQzFrgbjWfkqc0WhFAKZb7+pcbuom8V4Uh0OJn911kDlqQ94av3CDYrgHrr7z+7x48K9UoS9Sa8PGWlCdTq6XlbjgdjmcalOPF2JG+Vo15hRGEqbn5M82OeH8tpGSw/4tCWcSQI77BPD/sMx2NgQy49HBIcg2vgHc0NnAPove2Rgx7NgaNynwHt4SQ0GJ4h+nAR9Tpkz2uwojmt3Du7987uPbbcCudknJCh92TsQtftHUndOWC2koR16ySxM0OpeokAVQ8SuCR+4+nApTAeTevSEHpeUFtG9BK8V2StHtDevGG4S6IewSFp81CvSsJVGq7SzTMaOjNQLwzC3gkJf6ThjzR8wsMvQD3zirUQ9dQLUh49QwXEvx6f+ON4mffygP/29J0svi4/+QycqP//g1Peb7/99jTqBfTOzDmnc+uEtMv9E+do8WN4zm58eisu/OScTeIjk6A36cD96XmQi58HeW/L/xYL3qQDz6DvXOg1YwH3vCJBxn+3LzhxTwnDwU/y3OdLnMCARIf4ri+71Nhd9O0uu4B6H2tND+0ZqHcMqPcZjzXU04Q9QL0pDMZl0kgPbguigK84haQtLQ6p6Z8shT2h4clpGQN61Gf5Ac8PeX7I8gL1oHUDVD00VR5S8GE5DBTz+vSgz7J9mhXzMxTqAdt19Bwuy/Rousv2vZwHqh6W7qGw1yF7HUS9PYF6YLySvnd0Fz30T1blejQB1soS9W4N1JPWerB2gs1WHFPY8/Vk6AncS91COdB1RTtokEhTGa/4UI+o4xpYKDuhGgnXyGYA8NHNM7p5igehKg1XaeiMhk5p+JRtnoKwxzZPX5DAFS9vkdz8OqiH4sii99F5n18V6hn1+jKMzy51OZPX0m/5R+a3jydQz/OsGRf256LehyfP0dxAHeFNwKkP3g9finrG3Yiv+/d9wJv004/nyb36Vd+kA8+g913arBkLuOdXU/Wef+JeekHQIjiB+/bnlVxq7C765qrex1pT0h6g3v/977/9y7/+m3v86L6XqPfIK3i8Xnl0yyqTy0tTgDxWnop0rYl6RaOAzy2OWWnEiiMjdVsYu4UJ04rzAPV4fsiOBvxowPK4aK7PckN2OKRHIxx9K1xXGM7J8EFeVhxn+yzbJ1ioh+V6YkiagXpy9K2OetiWIbs05qAekcfpe1mrR3ZBw7t1kndryVuQ9IiGejR5RxLQrmFY60ECly5AvcDJGUugnpL0tn1eykugnibp1UDVQ9TzantndPOMbJ6R8CkJn9LNUxY+ZaDnhU501OPhUzd0wjGT+7SvXvAfX+LF7ElrPIl6HkXfUOPNPMLcP6O/RgJ3wYVpwUPy/LI6W8iEhZYE+fZXnm8fi1HP9x7gy6kuSuAG7r15GzLg54ofLPdq4Kl/bgJ3AYAu3CRB74fzU28LXjILnhzPm/TTL6g5OomqsppzBs13ae/z7LvnVckx/vsN/JUXY01AxlDsxqU2W8CFwGS9r3mpsbvom+ZSwpHoaDI7OW8Foh6vTNaPp+77Ka9M+PFUKXyQvS1DQy7mbVl5rKySS5qpXsBgtDEtDgH1YFoGL4zcwtgVkh6ka8FaGfEu36dHfXY0YEcjzVdvSEDe0zz2oFZPTsIFwoO5txL1JOdpkAeNGtJvRUzLkOV6cmZG+kHL3oLlSofsdcBmj6QN1FvbvdPbMtYgYysq9kjqE0zO8Kp6yWBVT7TffgHqxZSjsqbnNaADFz+MBKt6gvYCsre6kbKEPLpZA8gTq0o3T3GFT9jmqblOZGcGDaOd8vNQz7hG+JIAS6CeCnGPT0j0Zhg/cs4fscH/Z2nUC3xIARkP7dJmftL/GH/gWIh6ATU8HpbSnlZ5UvT3uwXP/FrQmfX9IONs+j4dmF0yCpz0b5z39rbMJlFZPf8TpLUfGe/T2s8OTBHqP/GDdg9zE3kLfwv/kyff0QPPoDplvlxi8HO5gvfogLSgIB79Vw58YE+0ZTxns/muUd6ro/loXn6psbvo25JeAOrBQtQ7flw/fnTfq7YM0PaEngdK3oRXpqw8ZeUpK004CntejxUzgTvSUG/oFkd4WxzqQ9KEwjdk+aFAPTH9NifMVgTqObk+EW0Zoj4vAPVork811NNsVrrmhw8k3aHpDk0/qCXbbwH10g/O7gPdu3f2HlDVM6dlkL37td07VbqX+gTtt/ryoZ7qwIUSPVmo51H1yM6VMSQtvqSq50U9QDqJek6kMQ/1FnTgOgLy6KbkvDO6eSbytgbqsc2qh/OwLSOMbRnLo54NGy8Pu5f+mPHFb6u+bOL3UtlqtfjXiz/cLpKoB7QngQ8TuO8/S8LT0rgwAHcKwId52wqmcZlotg2W9DBdO+I4/XYMAzN4YegWhi4qfGPNYEX03uop3aMRE2V5BBK4h0PI5EIyV/TeDvQErkJAQ9WTbCcacmUHbrpL0x2aeWD7HWMwGiRwMw9Eod492e2Q3QfvYDSo29u98+CdbMJdg3xuEOo5iRsnYRbqyQ7cnWsFeXFvPpdEX5LADZyT5lf1yFZDJnDXwjVU9bbqMo2L2t5WTSO8M7ZVY1s1tlVlW1W6ecq3qmwrGPWM2Wh2MJqNlYbdS3/UeD4SeTW2oCbKbxLBD8zGK8QfaBf99lsQ6gHtiVq9mTYtQ8zABdSrPPLyjAvUk7V6zEzdctNaj5UmvDh2iyNWHPLiiBVHWLRXGrmFoasNRpOox/Mjnh/iqDQgv8OBjnr0aEgORcXe4YAdDWXXrYF62T4VHzKVxtUkvWwXZqPp7beyVo/CCA1pqidQj+zBbYfs3SPq7aluXGfvCdSDpVAvoWQ8JeklxLHuqxcPTuPSeaiHBntzUU+v2zOacLcaziZKemSrEZDAFahHN8/pZo1ungWiHt1E1ENVL1xl4VPRhOtFPSf00Xn3dFuGDRsvD7uXbNiw8YNEOBIdTR49qPex1pyLemCbDKgnhmcwIeyxygxQT2h7U64NSUO1D5KzpZFnoZ6nSXpiBu6Q6aiXw+EZDJpthZinmjOOhiTnRT2W7ZOs+GROL9frCtTrapJeh2awAxfwjujZW0l7e/dkr+PsPji7GudhGZ/Q9vY8/skB2LeWvFVmK4lbD+rJhdnb+A1KekGoR+LXMoELzOcjv3ZgB65eq6clc5uBqIdst1V3ts7JVp1s1cnmOduq081zyXZ0E/DujG3VWOQ8CPXOWLiqUrfhExryoN5/PYF6H3751S67XrzkXvrwy6/+nbZmw8ZXCru7bKwuXoB6OvCZqCdzuDOwUIYcrtmTMWGVGStPeRH0PDN7K9s1iiO3OIKMLSuOWHHEiyMm8rksP2b5IVVtGeirB5yHadxDMScNkrYybyvK+MjhQA5MU3bKxpw0HfVQ1WP7fX1yBvHqecaQDJnAFaj3AKhH0vck/UlqexL1lLvenOX3T5YJXM1U78boyZin6qG13hWJ+bU9bMtwvG0ZprAXaeotGr62DOQ8A/W26nTrHPBu/qrKHC4Ln9FwVaKenrR1Nk6cdyfOxonz7qkE7odffv2nDRsvDYt6Nl4n7O6ysbpYHvXG08fTevu03p6DesJg5b1AvUog6o1R2yvKwRgTtFkpjVlpwkojXhrz8lig3ogVRmJaxpAXhn5JT1ooe1BPTtEA1FNVeiKHq6Me+idL1Mv2SUBbRlcfkkZh+i2Cnd6N8clAvb177L1N4+QMD+o5qTtn7xP6qsxX9QJRD2jvZahHopc0plDPaNR4Lup5C/UupKTnQT0SqTFVlqcWj5x7UI9tnbJNQL0zGjqFRTZOYEnUIxb1bLw4Pvzy6/97Kizq2XidsLvLxuriBain054f9dRgNFGr5x5PWXnMK8h50lePlSa8NJacx8tjXhoD6tHi2C3IGWg4JE2a6mn+yTgzgx0ZY3DF6NuhQj2U9AZOrk9FDteYeJs1DPY8bRnCRa9Lsgbqsf0uzTywTEevzxNVevfgq6cSuHufJOE5eyKB61P1oAmXoMfeJ1PVQ0dlD+ph6hbbMm5IHIDvisSv/Q0ZJuoFSXrRtgPZW5nAjbRIpBVAe9JXDyHvwvGg3qaEvAuyVSeC5wDs+Nb5AtSj4VMxA7dKN06JbznvTsi7E2pRz8aLA1Dv/ywMi3o2Xifs7rKxungW6lUvLj20J1Fv/fgzuCi7lUdRtDdzjx/d0sytoNMKlOvhbWnCSiO3MuaViVuZ8LLusTdlxYlEPeGxMmGFMS2M4ZZ6UA/NVsBdbwRmK+CrR48GOupJVU8fhhZop6yyt9k+y3ZotsuyPWK033ZIukPTXSZq9QJRz5GoJ+rzjFq9PW+t3oI07jxVT6Kek7j2o16gqjenA/eSRK/moF6b+qbiQqEe2W5SkcB1thokUtclPbJVp5ELQD0auWAa7dGIqerhl4SvXrg6D/UA8p6Nen95h5v+3V/+6fmM+pSNHyk+/PLrP/7xj89a/Pt/ZD6bYVHPxuuE3V02VhfPRT1JeybqPfLjGT+e4fRblPSUkTJDX72JALsxrtKUl2eGxwq0aKDZysQtTnhxQgtqVAYrjGl+RAtjplmr8PwYErgsP2KFMT0aQiYXWJCIDlwKXRqmkTKAHT8YgKMeyw0VBYLTijkzg2Y7dL/Hsj0clZHp0kxPod5+h8Fx+gHclR2ZwN3rOL62DGG88iAJj+zeEV83LjjtwYQ0HfgcHIYLBzfwoWGzYnZjBLZl6GlcPYFLot7UreG0sq05sEiPva2GTniwyNYF3a7T7XO6fU4iNbZ1ziPepSdz0WxvE2fgklDV4DxI3Yq1NOr95d3aT3++wqN3f/nnP6/+/JMgPO3Qxo8UgHqPIv4z+r9gPWphUc/G64TdXTZWFy9GPaA9HfU81nq8ArdTtzx1y1PRhzvh5bFbnvDSmJfG+rQM4xbZbsILY45D0iY66hHI0iLbmagnBD8qejJkc4aOen49T5gna+7K+z1d25OoRzI4P4OkO37U8/jqLUY9nKVmol6QpOer1TNRDx1YdNTz0F78pagXVK7nXaJuj0aaJFInEcV5uLbrdPucwe1WLZDwdM4DX2XEuydQb4kOXPP9/erPPyH0LfqUjR8gPvzy69///vfhcDgcDneOz/Q1FGFRz8brhN1dNlYXz0K9s8aVR9hTM3DNWj2cllGZgoznSs4DSU/4qsxHvTEv4txbV+M8Xhjz/IgVxsSwWcHJGYb3yqEo15MHuYE8EKjX92h7wmZlQHMDaMtQqJfpMsjeoqrXpfsdmumRTJdqCVxi5HAB9TqLVT2yd++k7p9CvaAELrKdWMkbdFcGU724OS3DRD0SE024MV9PhjYYzV+ltwj1Ik0aaXohLwKEV2fROovW2fZcMc+DetQkPO+SqLfxXNQLkPCsqveDxodffv3rX/96tjAs6tl4nbC7y8bq4rmo56E9D+p5gG/9eOrCeFytA5eXpryIFsoiY+sdmMFLE53w3KLoyShOWGFC8mMqwU4djFDAA2s9g/AGXDRqSP6juQE76NMDGJKLkzM8dsrMaMLVDfZkxV53HuoRSOCmFefpqCfbMnCl7tFgD1Hvk1GxJ7yUdV89RXgJzTxZoB6JXxNPB278imCLxrWzc0VMtkNtLwD12iTSJtvzaK9Bti/I9gXZBkmvoUMe275AvNPX0qhHlkS9Z7VlXP35pzVfYd7Vn39as5reDxmAeovDop6N1wm7u2ysLpZHvcnss456QHuGr15luv5+tv5+5h5P149n7vEMVD1htgJLb79VhMf9g9G0NK5EPVYYs8KE5sc8P+Ia6qkErqzSOzTYzrMA9XhuQA8G9GDADgY022fZAdOAD1CPZfvMqNjr0v0uU324PZIx2zL2O7qkBw0ZivbMEj2Q95w01uppwp6BejRxS0xVz2Q+Xee7ddBCWaCeOf2WwJe0BK6iPem0Z6Bek0RkB27Lx3wXctFtmattMFh+zovW+XzUo57sbahKNmCdkY3q/ATuU9MyghK4ivYs5/3IYS2UbXw/YXeXjdXFC1BPF/akqicgD7yUp+7xFFpueXnKKzAkYypno+nqnWdaBitOWGHCCpL2APJGbnHCCxPxVbTQQ+Azq/QQ+EDGgyq9wxE7HBiolxuwAwQ7BsfZAT8Y8IMBOegRyN5m+3QfhT2232P7fZbt0WyXKae9Ls10aabn6cAlmQ7JPDjgq7d3r6Heg7dET2JfCsdmgNOKNFtB8kveOclbJ3lLEtoYXG+h3q2ewAWew3Qtkh8U8KkOXD/taaMyoFZPduAi7VFvMveCRhtUoB7bvmALOY9F63y7ziLnPHJOI+dMmK3QzRrdrNGtMxKu4sJujDOxqtB4K5dU9cifno16qjLPct4PHhb1bHw/YXeXjdXFs1Cv1rz2CHv//bf/+Zd//TfgvPX3M16ZupWpsFCG9tspwyFpU16assqUlWesNOFFrNVTjbcyk1uY8KKgvYI0Tx4D6lG9Ju8IDsbSeMVrrQfNGZrTnpT0aG7Acqobl2UH7KDPD/r0oEeVr95A5nCR8LJdhkbKokoPllGi1yEigWtmb5WvnoF6u3dk9xMB2kth9pZ4qvSSdyRxS5MC9UDAS5iol/CiHsFyPZ/Cp6Zl+GfgqqloTrQtqU46rdBIi0abwlq5QaNNGm0QHfI01OOxCx4z0rg0eg45XDNpW8NpaeEzEj4j4RrZqJFQbQHqIedtLI16Af22f3lnTVZ+8LAWyja+n7C7y8bq4rmo56E9RL1j0PMM1BNOK1N+LIakAeqVJhrqTXlpSgsTrhXtCbOVCVMeKyNeGAPnUU9PBqCex0JZ1uoJvxUD9YDtIG8Lx4dDfgCo16O5PtVq9VhWCXsvQz1ZrhdooSwd9UjqE9m9J5i99TVkJO9oUqvVm5/A9aKebM4wjZSlr545/dZAPRLTUQ8nZ9DtFhzTaAMWE7c66vkhD1fknBmp23O6iYuEz8hmlWD29kzjvDOyUXWwRE8lcKFi7xkJXOmiB0KeMtXTPmnjhwowW/n9999///13Twfu7yIs6tl4nbC7y8bq4gWop9MeoJ5b0doylM2KWMczVpmBczIrC9TTOnAR77QCPnDUc4tjME92RcKXFsaqLUPOzAD4Kwxl6R70Z6jZaAL16NFIynhcQz3w1eMHA5ozUE8bidbDbtxsl2W7qksDOa9HMx3mqdIza/WcXWGn7C/X270nu59YbVk1AAASaklEQVRI6p7sPjipe+Q8j5Fy8pYm75Sql7hV4zGSajCag5ynEriS+fSUriOmovm0PVPVg/Fo0SaJNQX8IeexaBM5L9aExWNNHm3yaINHGxLyeOyCRy9YtE63z1HS26rxSF2MxzhnW3W6eU6Q9moqgRtWqp6zcea8O3U8qh4aKZ++oFbPhg0Mj4Wy9NWzFso/XPy0tvbP+evdar7NDLu7/rDxXe6uBah33roJRL3140e38shBzIP22zIqeQh5xzOo2BNzMrT229KUyVq9IpTr4QA05DngPHFA5bQMZbOnqXoC9WStnpHPzY/40YgdDqiv91agXp/mBvSgL2r1oP2iZ6Rxsx0d9VimxzI9ml4W9bAVQ0M97MNISSPlT94O3NSdX8YT2dsbkhSOej7Uk4PRDM5bGvVQ1YvCasGi0RaLtSXhqRVt8GiTxzx63gUkcxH1ti/IVp2JRYWkRzbPyWaNhGs0fE7CZyRcdTRVD1DPm8BVg9Es6tl4aXgslB8fH//9PzKPZljU+yHiu3wzXv2vbeNV4rvcXcugngQ+VPWO5Ug0MRitBPV5MxeFvUccjFaasJIh7DGxVENuwduQS4sj6aVMC4ZbMpfyXgGt9cBsBfO2MmOLFsoj8F7Rp2XAhwL1BuCrR2TeVnbgZnu6yEcyXYV66S5Nd9l+h+2bqJe+12v1iFGlpxXtobbnxbsgVc+YlgG0RxO3VCRw/agXrOr5BqMh8MUE6u206E6bxNoiVwuEB5BncB7fafGdllL1Yhd+1BOcV6cwHm3zXF8kXAtYG17UkzKe3oH7jFo9Gzb8oVsozwuLejZeJ+zusrG6eAbqPf523rqBFYh6aKdXeXSPZ2555mppXBdQ7/iRl2aC8DRJrzxjwHklhXq0OJZiHqAeK45ZcULBQk/5J49xBq7gP4V6RzrqDZTUJ1EPnFZyA5aT7bd9ctCXHbgMbo2paF2aBS/lvkrgpruQwGWZB5rpkPQ81Ltf86Pe3iey98nZXdSBG4h6NCkOErcUunEXo96OV9ijsSsaw1o9Gr1y0GPlksYuBeoJzou1KUKegXp8p8XjTb7TZLEGjzZZtMmEqoe0t42oR7frJIKoR1TGNhj1HG+h3tm8aRkW9Wx8UVhfPRvfT9jdZWN18SzUq7dvddSrNa8l6snBaBrbzTwf8spM1/A80zLkqAyce1sco9mKGIwmUY8XxiQ/5ubADK5JfRrVmXZ6GuoB2/GDgZsbun7UE20ZxEC9HhGZXJLpSmEP2jLYfodlOizT01DvAT1WoC1j94HsdgJQb/feJ+kFKXzJgMFoBuolJOdJ1Lt5BurtCM6LtmmsLVGP7bTpTpvutNlOm8WafOcSlDxc8SaPNxD1Yk0Waxm9t9sNtt0Qk3DrdOsC8M7xCnvnJuqdelQ9j3+yasuwqGfjS8Kardj4fsLuLhuri5ehngQ+RL33n9fff3bfYwJX4J0kvIn0XmFlqMyb8tKUl4W2V57ysjJbkQKeMFtB1KOFMStOiGzFKIxJHuU9XsC2DJofkSMs0eNHI3Y45EcjfjTiR0N+pEZoMC11q89GM4akiXI9hg0ZKPIRc4QG2++rGbj7mqOeQr2O8tWDWj19Bq6GesaSVXq7n0hKdOkm7ii6rviAL3nnxG911HM8qCeAD6ZlOFHvDFy606axSwoHsGJ4i2LeTovFAe9afKepUA8OYk0Q9mi0zrbr2IobaSDkRS7IVl1KemSupAdmK9UFqp6OevRPJ+RPz5mWYcPGc8Oino3XCbu7bKwunot6sLyoh2PQPuuop4l5E1Yeo6NyZSZRD7GvhNbKgRPShHPy2C2OAPVYYczyY5IfIeoVxhRRb8D0Kj2BegHaXg6StkN9Bq4H9VhWjEeDcj2Jegd9klPCnmI+7MDt4NxbHfXSHZL2op4alWGinlL1NNTzz8ANnJbhQT2vqqehHomhhbLemYGot3NJd9os3lbAt9NmsRaLtXi8xRNtvtPi8QaPN4SwZ3Tgsu2GNFLWh6SRrQuyVXc2z2GhjLdZM2nvTLXfbpzRZVDv3XKoZ5ddL14W9Wy8TtjdZWN18SWod966kaqenr0VkCc/nLCy4LzyVHNaEWYrpQktY/aWFsa0oGajuWJmGtc6cEHVY4UxLciBaSNWGPDCGKeiAfAJAU8xHx4M6OGAHvQZop4y25OSHgp42oFU9Wi2h4V6WiaX7WMHrt5+SzVVz9kVnKclcKEnI0jVMyBPqnqBYt4c1LsJRr24QL3YFYkpL2Uau0Kqi1961w7gXZvH2yzeYnEv6uFBtMljTc1aT+e8OizgvDUv4b0I9aBLYxlVz4aNL4nFe+lbX8Bt/HHC7i4bq4slL3fhSHT6+NvF5Z2H9owOXEA9aLw9/ux118PxaDPI1aoJGaUpL8901GPFCRNeym5xwotTVproFsosPyJ5bWYG9GQUBhxyuD7UU5JefsQO++ywTw97/KDHDgxVT7TfarlaHfWwGxcgr29IekLVI5kHkumqnoz0g/RPJnsdkn6QQzJg0czDXNTTxTxfAjdwLY96xuSM2BWLXbOd60DU4zuXfKfNE22eaPN4m+/4Ua/BYg0Wa/Joi8VaNIozcAXn1SXnKVUvfI7jMcLnT6IexYMAVQ/MVizq2VhtWNSz8Tphd5eN1cWSlzuJerAk7flRDztwlcgn56RNmazJE3PSdL8VTwKXinI9JeYVJ0ToeYB6qlYvDwlc6aKHRnr80Mzh5kX77SE23rLDIUUv5R497BPwW8n26UGfHvRptqvEvP0e3ZcDcHse1COZDt3vEJHAxeytp1bPh3o+VU/rz/C1ZRAT8mjyTnbjOokbJ3FNghK46Ku3c+XEr/yoR2JXdOeS7lyyHYF3CQF5iTaLtxjoecB5WKjX5vGWG5eFeg0WkzMzWjTaJNsXVGvFgNQtHDibdUA9YLt5qOeEzpylUe9pXz0bNr4kLOrZeJ2wu8vG6mLJy104Ep0+/j4X9d5/Xj/+7L5XqAdtGbwyY+WJ0YorzFZ4eeZHPRTzSlNWmHiK9iCxi8V5QttjRUjjjnh+xHVfPXTR06aiiREaohujTw8HFGfggrbXI7kekRbKOC2jo01I69H9DssqO2W63yMZSXuAesB5MBgNCQ9adJdDPW9bhqcPFwdmBIxEuyXJW8cr6SlVzwlAvWsSv9IEvCuekOsSZDxXinmJthu/dONtN47anlws1qSxphiS1qLRlhOpEyXmXZCthpD0FOpJVS+wVs8JnTmhM202WtWDempZ1LOx6rCoZ+N1wu4uG6uLJS93gHqNq0866tXbt4G1elLVc48fof0WvrReeXRLM7c81Wr1prw84+WZQDpAvQkrjKGSz0Q97MOAJlxU+MBpJT/EwWig8x2ZQ3Il6h1K1OtpqKcK9eghNmcIwut5UE+Y6vlR70Goeh0P6j1H1VPWehL1JO2tJW/1BK4f+5z4DSwgPDrHYA9Qj8SviZ6oTQSgHk+0Ae9cQX5+1OM7LUA9mJNLtps0ckEidWer7mzVyVbD2QxGvQVtGYB6zmLUW34Grg0bXxIW9Wy8TtjdZWN1seTlzoN6kvYA9XjlEZ1WfAZ7/HiqyvVKU7c0c0HPKxuSHqh9cgYaLXiyt9pINDEegxbGbnHMsVBvyApDXhgzLNQbGXqeMNuTbRks56/Sg5bbHjqtSF891YTbo/s9iqqe4bcCeh6gHt3vOekHst8loOTtdbSD56l6OuTBWlyrRxI3Evj8tXrUi31XJH7JNTHPTV67ySs3eekmL9dTV27y0k203UR7Pd52E5du8hLbb+V4jJ0W9N7SaJNs43IiTRKpC9RrEFyQvb1wNi+c8LnzVFsGSHqAenTjjM5X9Zx3Hy3q2VhtWNSz8Tphd5eN1cWSlzuJeh5hT83AfY82K1rv7SOvzFhlysszt4KE55ZnuDRhjxUnrDTllRn2ahT9g9HgADmPa+23LD/i+TFYKEvUYxrqUW15UE823kIlHzno01xPT+Ay1XvbZftdRD0D8qAnoydRj2S6TrpLMgL1Mh0n3SFp6MYVS2c+RL2HBdMyJOrpSh5N+S1XPKh3QxI3TvzaSVyTxDVJ3NDEDUlck8Q1TdzQxBWVkJe4cpNzUU+qeiDySdRjsSaNNWhUoZ4TaTiRho/zGpDGBdSj4QsQ8zTaOw9EPRI6o6HaYlXPop6NlYdFPRuvE3Z32VhdLHm5C0eis8+Ierq2JxK4pnlyGftwBerphIdfXddRr4Soh9inZuCKfK5APQKT0Apj7kG9/EhX9RD1jkbsaEgPcbGjIT0ascMhzQ3pYZ8eGqgntD2vqudk+zTbA9QDgz0/6rFMTzRkyCZcUPK6JNN10h2SeaCZBzk247mo56Tu1pJYq0ck3iVvSPIG4E8g4I03jZu8cRLXTuIavzlxQxLXFFHvmhp63rWOerhU0rbFFeSpwWg01iDbTRJtke0m2W4A6jkRD+f5Ue+ceKv05qp6TyZwn56WYcPGl4RFPRuvE3Z32VhdLHm5A9RrXt8Ho97x47oo1wNVD8AOO23RQvlRJnDd8oyXp7w8Q+fkMnZpMMzbqgSuyuoWJ7yIkGeuEcfsrSzUGxqFelqtHpVTcTUjPYl6SHi5AYEm3P0eOeiLxG5fR0Cv04rI4eptGU6646Q7JNOhGdGWgS7KivMcH+dhoZ7pqLwmRt9KVY8mYd2AVkeTtySpVD2S0PK28A2Ja5q4YslblrxliWueuGKJa5a8ZskrN3kFGt566spNBaOeEPMuWexSJG2hD6MhU7e6qufnPEjgkvAFCdfXhJInOnB15hOoZ5jqVbWM7Ql5Z9sybLxi2L1kw4aNHyQ8qCdpTyVwtcUrpp0yduMi6kEaF6Q+Jqaimb56Y4/TiqzhU4SHM9MA9UY8PzBm4JrAJ+dnzEM9Yx6amIpGRE8Geq+g5Yo0XoElma+rHPUyHZLpOJkOynuK87yFeoGo56nVg1tBeMZgNOS/xC3VErh4EL+mivMAB69Y8polr1nimiWuePLaTV6z5KWbUqgnF6AeT14KyGvznbaGei3I21LU8xahnrNZFwcXJHzhbJ474ToN17UBuDUnpAl7oZoDqVvM3gaoemIArkU9G6sPu5ds2LDxg4REPY+w97f/+Tt24L5/NJtwNf9kzN4qwkNhDxK4lRn47bEy+urRgizOA2EP2zJYYRKk6o15YczzmMzVUU+areAIDVGrB4PRZAcuOO2ho57U9g4GjrJcEbPRtAPNY8VbtEcyPUzggrCX7tDAhgxEvU9BqKdPRbt3Uvck+UlL1JoDMxTqCc5LKsJDJS95w1M3LHnNUjcsec1TN27qZj11w3evdMJbT0HR3qVowgV3PezSFYNxWyTaomJBK4az3ZAJXBJpKLbDDtyGTOAK1LsIslCukXANUM8J10i4Jlpxq85GVR+bAdMylkI9u+z6Wuv1L7s2bNiw8ZrhRz1YiHq6pHc8A1VPOCfrtKd1ZpQM1IN5uJCx1VDPrNUrTHhh7BYmLL8Q9bBcz0A90Pb0qbiBqMdyQ4l6msLXkzNwfbV6KpNLMl1Zq+dk0FGPpLtOuuOkjbytQj2febJ/Cf/kT2ZZnj4P946anIeoJyAPxDyeutGXm7peT10tRL1LHr/k4K68c8libbbTprE2ibWIRnvYdavV6knUE4TXkAlcJxyAenRT5nCrJFwloRoJ15yNGgnVnI0zZ+PM2QDUC9L2LOrZ9Wrr9S+7NmzYsPGaoaOeTnsK9VT7rWcGLk7L0AlPSnpMtmVUlNkKVf7JY03bm0IC14N6bnHCCiMuWjRwToaZuqXigAtVT3bdStTDT2qox5D2BpDPVfLefo/pY3AzslbPtFBG/+QOSXeFx56X9pzdBwF5QTlcDfVo4i4A9ZI+g73kDU3d0JQOeTdBnHflpq64D/VkrR5PXPLEFcfBaJcs1oZFoy0/6pFIi2y35qGerNjzJ3A9JXoC9fwzcKvEop5d33y9/mXXhg0bNl4zPKgnaU8kcPVCPazPE9reFAemlWeetgy3MsN5aJDA1R1VSmM/881pywCnlSHPD/kRoN685oyRx2BFmiczs3SPHPSdbE90aWDpHhPleqDqoc0eol5HX0h72GzbIei90kGblT05M+1BoB6U6wUIe6oJN/mJJO+c5B2RqJe6JalbkrylKVzYrpG6pckblrzhSZ3tbtzdW3f3FvQ85LzUFWh766mr9RQYrFzxJPonY94WCC/WprE2ibZptE2iLSfadJTBStPZajmRlmi/bTiRhrMl14Wzpat6YjBa6JyE9QQu9N6ekfAZCVXBaQUkPX+tnrNxoo9Ho+9O/j88Jume66kRygAAAABJRU5ErkJggg==" alt="" />

图3-1

通过图3-1可以看出上述情形中临时表简直不堪重负.临时表与表变量到底该如何应用不是看谁比谁的优点多,应视具体情形而定

结语:借用火影忍者中宇智波. 鼬的一句名言:”任何术都是有缺陷的” 同样,在数据库的世界里没有哪项技术是完美无缺的.根据实际的场景,情形,选择合理的实现方式才是我们的初衷.

临时表VS表变量--因地制宜,合理使用的相关教程结束。

《临时表VS表变量--因地制宜,合理使用.doc》

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