Let's get straight to the point! Here it is the code to run queries. You can find explanations along the code as well.
if (OBJECT_ID('tempdb..#cteSales')) is not null
begin
drop table #cteSales
end
declare @sql nvarchar(2000)
declare @spreadingValues nvarchar(200)
;with cteSales as
(select Sales.Id,
SalesDetails.SalesDetailId,
Sales.OrderDate,
cast(year(OrderDate) as CHAR(4))
+ '-' + replicate('0',2-len(cast(month(OrderDate)as char(2))))
+ cast(month(OrderDate)as char(2)) as OrderYearMonthDate, /* Format YYYY-MM */
concat(Emp.FName,' ',Emp.LName) as Employee,
concat(Cus.FName,' ',Cus.LName) as Customer,
Cou.CountryName as CustomerCountry,
Pro.Model as ProductModel,
SalesDetails.Quantity,
Pro.Cost as UnitCost,
SalesDetails.Quantity * Pro.Cost as TotalCost
from Sales
join Employees Emp on Emp.EmployeeId=Sales.EmployeeId
join Customers Cus on Cus.CustomerId=Sales.CustomerId
join Countries Cou on Cou.CountryId=Cus.CountryId
join SalesDetails on
SalesDetails.SalesId=Sales.Id
join Products Pro on
Pro.ProductId=SalesDetails.ProductId
)
/* Load temp table with result set from CTE expression */
select * into #cteSales from cteSales
/* Example 1. STATIC query: Get data grouped by [EMPLOYEE, COUNTRY] and spreading by [COUNTRY] */
;with cte1 as (select Employee, CustomerCountry /* spreading Column */, Quantity /* Aggregate value */
from #cteSales)
select Employee, Australia, Germany, Spain, India, [United States]
from cte1
pivot (sum(Quantity) for CustomerCountry in (Australia, Germany, Spain, India, [United States])) as R
/* End static Query */
/* Example 2. DYNAMIC query: Get data grouped by [EMPLOYEE, COUNTRY]
and spreading by [COUNTRY] */
/* Same result as previous example */
/* Quit comment to test */
--DECLARE @CountryNamesToXml xml;
--SELECT @CountryNamesToXml = (
-- SELECT '[' + CountryName + '],'
-- FROM Countries
-- FOR XML PATH);
--SELECT @spreadingValues = @CountryNamesToXml.value('.','nvarchar(200)');
--set @spreadingValues=SUBSTRING(@spreadingValues,0,len(@spreadingValues))
--set @sql = ';with cte1 as (select Employee, CustomerCountry, Quantity
--from #cteSales)
--select Employee,' + @spreadingValues + '
--from cte1
--pivot (sum(Quantity) for CustomerCountry in (' + @spreadingValues + ')) as R'
--exec (@sql)
/* End dynamic Query */
/* Example 3. DYNAMIC query: Get data grouped by [EMPLOYEE, YEAR-MONTH] and spreading by [YEAR-MONTH] */
/* This example try to solve a question in this site that I saw some days ago */
DECLARE @MonthYearToXml xml;
SELECT @MonthYearToXml = (
SELECT distinct quoteName(OrderYearMonthDate)+','
FROM #cteSales
order by quoteName(OrderYearMonthDate)+','
FOR XML PATH);
SELECT @spreadingValues = @MonthYearToXml.value('.','nvarchar(200)');
set @spreadingValues=SUBSTRING(@spreadingValues,0,len(@spreadingValues))
set @sql = ';with cte1 as (select Employee, OrderYearMonthDate, Quantity
from #cteSales)
select Employee,' + @spreadingValues + '
from cte1
pivot (sum(Quantity) for OrderYearMonthDate in (' + @spreadingValues + ')) as R'
exec (@sql)
/* End dynamic Query */
/* Example 4. DYNAMIC query: Get data grouped by [EMPLOYEE, COUNTRY] and spreading by [COUNTRY] */
DECLARE @ProductNamesToXml xml;
SELECT @ProductNamesToXml = (
SELECT quoteName(Model) + ','
FROM Products
FOR XML PATH);
SELECT @spreadingValues = @ProductNamesToXml.value('.','nvarchar(200)');
set @spreadingValues=SUBSTRING(@spreadingValues,0,len(@spreadingValues))
set @sql = ';with cte1 as (select Employee, ProductModel, Quantity
from #cteSales)
select Employee,' + @spreadingValues + '
from cte1
pivot (sum(Quantity) for ProductModel in (' + @spreadingValues + ')) as R'
exec (@sql)
/* End dynamic Query */
/* Cleans temp data */
drop table #cteSales
Once shown the code, let's have a look to Source Query and output Result Sets using PIVOT.
Source Query
It is built using a CTE (Common Table Expression) to show all the sales details stored in the database. As you can see, it returns information about Sales, Employees, Customers, Countries, quantity and cost of ordered items, etc. All examples will use column Quantity as Aggregated Column with SUM as operator and Employee column as Non-Pivoted Column in the final results. This way, results will show sum of quantity of products sold by each employee according to different cases of Spreading Column (Countries, a combination of Month and Year and Products)
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAnUAAACLCAYAAAAH8G8UAAAgAElEQVR4Aey913ccV7bmOf/BPM7LzMvMrFkza03PtLtzb3Xfut1dt/pWl+uSShIpRzlagPAeSCRcwiMNvPfeew+CsCQ8QBIA4QnvkQlkAgmQePnNOpFIECQBiZIoiSrlQ6zIiMiIc87e397nO/u4/8FwdIzlsMjAggELBiwYsGDAggELBiwY+Hlj4H+wKPDnrUCL/iz6s2DAggELBiwYsGDAggGBAQups0QqLZFaCwYsGLBgwIIBCwYsGPgbwICF1P0NKNHSQrO00CwYsGDAggELBiwYsGDgFVLX1duP5bDIwIIBCwYsGLBgwIIBCwYsGHh7MNB0t4OtXT1awwG7xqNzI6vnkjoL27ewfQsGLBiwYMCCAQsGLBiwYODtwUB2YTGjkzPMLq6wod21kDoLON8ecFp0YdGFBQMWDFgwYMGABQOvj4EQpYaGO230jzziyfKahdRZwPP64LHIyiIrCwYsGLBgwIIBCwbeHgxY2TuSkpktEbuxqRkLqbOA8+0Bp0UXFl1YMGDBgAUDFgxYMPD6GHjng8v4B4eRV1wmRevOk51lTJ1l9uu5bP88sFjuvb7xWWRlkZUFAxYMWDBgwcCbxMCvf/NbbJ1cSUrPortv4Ny620LqLKTuXGC8SSBavmVxbBYMWDBgwYAFAxYMfD8M/L9/9/d8ddOayLhE2rp7zq27LaTOQurOBYbF+L6f8VnkZ5GfBQMWDFgwYMHAm8TA//1v/h2fXb2BOiaOu133z627f3JSt71nQH/47NzMfZMwvs+73/TtH/u5KMuPneYvKb0941N29PsWGX+LRoyQ2S8RlwInoux/y/bxS9TrWX3qDg6ltb7O3vu5/9buGxHH21COt83fijXd3mb/L/QmMPlNuvtX//bf88X1W6hj49/eSJ1YSO+7krrv8+43Ce/Hfi7K8mOn+UtK75dKUL6Pjn+pMhOE52+d1P0t+c7vgnFRgb7Nlfx3KZNE6gwHb0U98rb5jp8DqXsdQv5v/r9fcd3ahqj4JNrv9Z6r6588Uveyc5mdeEj3yPJJZp8x8WiEnvH1czP/8ruGo2f0NRYREBJOck0v2heiEkc8Ghmif2r73G+ZjWh5shd1hFL6Rkbj0Nf+1/yO+aw/3KWnZ5jZtXV6e4eZ3jgxMOM2nV1DzGvPXwFavP8qqdujKj9eykd5z/y5+ViaG6Nj8Mm5z8Q35x52EBFuKkte2+ML/2fO/9/y+Vwns7tAclwEASHRdM3tnSOfI8ZGhumb2Drn2TFrT/opL29n+wRnE913Ke2cPve/L8t2Y6aH6MwqZnZF98Q+zeWF1J/i/uu7LJZmx2h/Qe+H9DQWExQmyqLk7tT5i1K+nIdvuj5PZo+6ak/SCScwJp2HG1+fV8PRIQ+Hhxic2XktuXxTnn6M56+Suqe0VaZJthhd2MSq8bv1LPwYeX/dNF7xncYtijM0UhmzmkfYPfwmvX7/57qlB0Qqw6U0m0a30L/gr7//979OFq+SOgMdVbkEhoYTEBFDz+I3R7xmHj+k+8HKa+L6Kf13ykiqMdUpuvUpcvPKGNu6oE442KS9c5jFvbMRYwP9vQOMLp3nq46lKJ3YaeBsuTem7kvyDYopYsbw3WX6bQMvr/qOI0bvDTA8bap/lybHuXd/hr0XdP4M/Qu4O6K1PFXKf0xRC2vfsUdPyONlUqffXiA3MZzAcDXBor6PzKR/8Zt7cnZ3FmjtGpNk/LC9RMpbeEoh07vfzydIhPw1oqx/9x9+zS1be2KTUum4/zMhdc0FMchi2k6B2ZwfR0hm/+n1WcC+7JjGOspwtwmnrLIUmXMEd+dejH5lR4aiKjYp5Ox3zv5uzVPy0Y1QCkorUCmcSWoYfSntBdIz6njysoHsLdDYVIXMW82d4QFC/SKoeaQ7eXcJfw8VHXMXd7G+SOqOqE8K46o8joLSHNxsPMke3HwpH8dMdOThFlr3yn1zeepTAvnUTiOVJczPlay7sy/+d3+a1Mwm1l4wrO9u+OZ038bzK07GuEqyrxd2kdkU5MVy2yGUttVXy16dFkVE3siLcjPLyzhLyFVbYu+tYdgZwOVjO/IGv77RYJbNTIeG//l/+z3V4wYMhn7+4//+f/BlTPf56ZyktzjeSV7tI4Y7snFX3jnz3xUCHexw1+RTUJyC3E9By+yLldLy407SSwfPvPNqWc15M59fkdnRHokB7lj5p1JcUU1JfRsrZllceDaSqQohsvzn06h4mdR1F0dy1TNMsqNwuTNpdReXZXd5kOS8r9ejWb4/5flF33lAYZScW0FJFJaV4uvmSd2I2Xe9ipOpwTtk145/Kyy9UlbjPEHudsiTyygsikTmqWFw89W0XnnPjLOdMZIy77Bjvv6W51dJ3RwyK1sC0yrJjPPDNaj+G8t3vyIF34TzB6ub87041kF6+SPpW5Hul/lX/1UuBRum6vz5H/+n/0L59It2an7PcDSLzEVNz8pZUreN2jeQnE5z0ONFeb0cqdPN3cPjtivBhRVkxCmRBebz5FvKqaGihq6xZUb6eykrq6Cweeob5SLKsGc8emnoxgE57kEklpnq097CVHxl1S98a2d5goamRtLyGlk+POZ+SSRfeUac2l1K9ct18fPyaxf7SMk/f4yZyM+u8aXI7N4mdxsrCLK14vJHcvKrW5nWPv+ewfiE9Mx65g/O3BOyW2jBwTuH+60FWDnLySutIDbUnYiUOy8R1DPvGWdIzmhi/Wtk/7qk7u//8T8h1qqLS06js6fvBfmZsfOtI3W7xqfoDo7eyCG+tbatO/mWAO9TWoqSCc3oZX6sFblMzuV3Pyao2GQUZ9MV766fvnsktfIG6pO45RbL/L5JoDsrU6TFhREYFkHR3V6yk5JJrZ9gcqAeRZiS5JpBdg+N1ObH4BOgpmNaR0d5GmHZptbU9mQjbk6ZzG7NkKaMIDCmgPaOQn77D/9CRP0Uw12F0ncCY7MYmJqjubESX0UsrUODqEPiuft4icb8eNw9bfjnD2XcXznEcPjsFdmdlYNoIW/O3cftmi99J+WYbM3mumcCZfVlKINjqWxuQKnw4dqVy9jHdbK1NIwyVEl4ah0zm6uU5aShikggRBVJQrUpcrQwWImnZyFd3SVSnoPj0qktS+TXf/97kruX2VwcICJUSURKLU8EkN+gns/q7af6LYxmfUeHkLWICIzfKcDJOeGUlNSmKHFSFpFflI1anUFNUwW+Mm/ef+czoptmmBlukuSWUt3H7MoMGbGRqBNrGJ/uxtnhBlesbhNdN47BuExGVASK0BSGNo6Z7quS3lOoEuiZWaKxspDwoGhiMzKx/cKaqM5xFntKuPTZl4TlP2B+rAV3mQ+q7E4WtMuU5+UTGuhLcFoJmUon/vHPjmSV5ePk5E+Any8R+XfRHm2jDoykacJUQTSlxxAW10J9VTyBYUqiCyrJUjnz739rTf/yHmPd1VKe0uuGpApGOODz9KLdPzyVmU6KTm2TpFST2WKODh/S09GEOsiXiOxisuIiUBc1MfhgiJSYCNxlwdQ/nKEoPYGM5kketBfhKvMho26ElvZSqkc2MWjnqG1uYGC4l4gwJarMJjaOjnky3CzlMbqww+QML8jjefn+Pvckv7Kzi9ZgRGc8Rr83T5i7H3XT5lb8M8ZHeqnvFg0kPe1tvTyanKU0U4O3OpFktTv//tdXaJrZYbq/SipvfNkAi1szZMXFEKjRkF1YQHBIBF2Lh2zN9hAapkSd2czs5jLFGUmEhqUxuGHS5fcpy0XvvuJv5nuRuUTwyGiuiPT0dHXT+WgLg3GNhpZBpqfGSNKE4Z+QTbjLZ/zDu3ImdnbpqkzBTeZDWc8MU7PDxCtDCUpIJS8riYCoDGb0x0zer5F0mVE3xMziNJlxkdhev4JtRPlpdG7vwIh2bRyNvxw3/xzGN1doaelhTnfE4uwYDS3d1NXVE630QaZOpqpQw69+9R6Zd3upKMrF11dOXItYjFVPU20hfYsiYvWqr5VkIo2vPWBDtyf5A6Fnw8EUCh8NnYtPWR1vwdNOQ1FtKRHBcVQ01xPq44NcWcbi0THrj9vxk/nw6QdXcNEU0dgxivboKQ/6e7g/ucmCqLu8fQhMzScp2I6/+50DA4tr5ERHYmXjStWMnoF8N/7p4wDuTa7QWpyAm8yPkj5B1vapSo/E3d2af/40kLHtbWqzhR1H0jExSaIqioKuRakyP6tfodOtXQObOj27kh73qUpUE5FjJjpaotQaYnMbaRkQ7+/R3tbH0KNHZCeZ6siC1kFGRsbITonCS+5LZm0DDpf/yIfeWTS130F27R3+8T1PYrPTaZ7cw7A5SVldLXOit+HwRV4g7Gddu2uS74GIYunJ91WSWmEKqvSV5ePvlkhxdRWqEB98Ygt4ODdHboKCf/rH3xNaVIfaP5SmuefjzHQHBjorUyW85bYL+9umMFkp2V2S0oW/+6fPqBs39aqclY3OrO/T/BxJti1I0FBJLprIDhM5Wn+I0keOLLyI+z35/Obvf4e6aZqhjgIJv0FxWfQOdREUEktIQBA5nQunpEq3f8hYd7lk79HFfeiPjmguSsI3RENmWgS//oc/ktBmCqrsvsSfzLp7OcpqJmlnzz8IqROOfmvv4I0cWsMhSxs7bOnF94QTO6SpKA0/VSbh/k7E5tUhs7HCI88UYdg+k654d1m8e3JvW3/Irn6HilR/PrhyBauIMhZ2NylKCMHa6grvfOmGf3g80UnZuHxxiSt2tvzuz18QHJ3CV3/4M186+kiRjMaqNPzj2yVlbSw9RO3sh7fcnvc+vsYnH3/I+59ZcelzV0oGN5gfa8TT0ZF33r2MgyISX/9AXHyjaekfIEqVQHyCBmfPEEpKMnnnCy9a5vXojUeneTbnfUdvlOSwrTeiNR4z11/G9VuJzBwdS+HoJyN38f7gFu99YU1IYj6+jtdRJJUT7e/MTWUOGo+rvPfVbf76zmVuucj48LINOU33SIvTEJ5rinIuPe4myCGKtvEO5M7OfHDpMlcdPPn8hpyGkUcobT/mvWs2/OWP/x3nhA50R884K29zXn++532WNnfYMRyyd/SMjsIY7PyqT7voe4tzcbh8lXe+cCYxNxvH21YkFdbhYWePLDEXr68u84mtLX/88xXsXd344BNPyrpHpa7XBpUL79nnsXt0TKXSmT998AWfffQe7zvl8HiulwA3Zy598D63fZXc+PQGytxWyouy8PZXEhqbgiouHh+fYMIS8ggPcEKTXYWrhzeK6HA+/Os1smoa8Zd7Y2PrwHWvFGorYrj0iQvFDbXYOyhoGX6EJlhDSa+pK6ivJJuwiGLaunKxd7Dmj+9/wW0HF75yS6b/wV2s3nuXz+1v85vffUJax7zU0DhPr0L/wj6FzLb0otGlI9Xfhl//8RO+vGGFhyIKJ1tb3AOV3PrsJn4qDU6eCjwcHPnMPpLiwnhuuvqiUMYTmZCGj7cHaflF3PbwwVPmgUdYHl3tlTg4+OJ2+3Mu37Dlz3+8hFdkJrIbH/HhbVv+2397j5DSB+h/JDwK/7a8qWVz18D2/jF7qz04usTQt7yPcMbCwXaUJeAQ0ojhaINwRTgRYRo++cN/57pMhb+nB5dtlHQ/7MLX2Y6E/HLsPOQEq0P58nMvwsLc+fSqHyFh/siji4hwvMIH1214550PsXaTcfmyLal1/cxt7yP8wnl6+b73XvE3w+XYynJZPjpmxyDKaCBTE0JowTiG/Qd4+KjR+Pnw3l8uYSfX4OVoy1XfPPr6ynB28iY7L51b8iACfWVct1Pg7XYbG48IZL7+RKbm4/zZB3xmZ8sf/vwFds5ufH5NjlwhQ5ZkinJtS12MBxSoXXALz0UT6IuzRoObq5p7SwcMtuTj5CjjysefEJZdQ4wyABsHVz61Dqa2uYArH9gSHh3OFzfC6Hncze2r/gzuHKG7QH7Czwrys7ylM2Fb9Lrsz+H91Yf8/sOrfHLdm4quVuw+uU5gUgE+jtcJSCgnQOaOb14VCQH2KDNrCHZ34UsPHxz9c9g8MlKcoMFHlUKIvweJNS2kx6hxuHqDSw5JPNlZJyNag8xfQ3BsBpFRInIWR0JiFG6eCnJykrnqE0l+XgKOHuGUFqXxgW0wKUnhvP/Xj7l28zPeu2KPo4+GwhMycRYHwkYFiVrd1rGzL0jUJrFhESTWCyIhrvcpCgnn2g0HZIn3MByt4OcWTHnPBBUZoVhbfcZfvvJC7naby9YRVNZk4+Ak48Z1G0Iyq0gQ8v38KlaKbLLifHFXlXC3Pgc7rwwWD47RSnX4WV4g/K3WJN89gSkdWV4RJJeZAjQ95SXIrtzkD1euk1reQJCvL7LASBwdHPnoqgf5tWW4y5MYWjOyeyB89jEzQ5U42HuQlZ/NdZ8wsjLT+eR3f+SGZHduXLIKoW9Vj/YlvUv63jVIdi35MokzCL7xlLuZyQQFN7J3tE9WiD1eqgLUQT7YKPy5/qUzJcObPHlUj4dUz3+IY2AsoSHB2HpqqBsRvTLPpDp7c7EfmcNt4vMqsHWXk1BUzu0//JEvPAIJ8vbj0lfuVD9YZ/cc/iTpbmeXrdeYLPnDkDqDkc3d/Tdy7BiMLK5vs7UnvidaVkaaS7JwcZVjF5ArOdD2wgSCM3ulFt3WmXRP35XuHSCeLW/tShWr4WgVfwc5YXHpBHupScyK5tPrzshCo/H38OAPv/0UZWYOquBIcqqbyUpNQOYTQFpZJzXlGYRlmkjkylgTPg4+fPaX9/kqIJak5HiiolQ4KAqZPdiiODiUAGUqvi5O3PIMIThchatvNM39g8SrVNg5yVBXiPFwOgK91TRPaCWAviw/c1lEJbp98IzV6Xu4fiWjc9vUcn7QkMl1Jx88AjMZnh7A01XDtIhm9NUgk/nx4e/ewz0ug/jYaJTKEGwDSiQjqEqLQVNi6iaZvleKh1c8GbFRBIYmE+jpxC33APzi6lhYvMeH/+GPeMRnEhupJLGsl/WDI3YkvbwZXb9c5h/7WmBsaX1Hqih1h8c8ainAziFKIs6ioi5LiOCWuwK5upqx8SYcZSb83SlKx93ZjT/99mPCM3PQRESiCArEO85E/EVDpKUkjQCpgtpC9td3+chTQ1JaEurUPDKiYlAExyO6v686+eCmSGPScMxgYzY+0XVUhFzld84hxKcXIJf5YK/Il3DfkheHlYMcWaSpe708JRZnz0A0RQOM3CvCU9WK4eiA2OBIKjt7UIfFUjdmiibVJkcREJ5BbGAEqrRMbt+ww8E3nMjiYSY7UvnNrz5GnZlDeKCair5FtAdHkv28rBMhM2GfklMUjvlwnbhwNVl3zd0/O0QFR9Ew9IiY8ATujIySrFbj4BxAQuOGhHuFjTM23uF4esnxjLkrlS0lXElWUR3hSm9svDVk1RRy5T/9Be+kbGKjY9CE+vEvv75MUEYOmvAIslvG2T4Q3Tk/PBaFgxVEdkOnl4js3t4cIS7elJ0OpdinNicaWYwgJEZiQjWklDaSlhSH3C8cTbQG3+ROJh5UYutdIpW3JF6FtaMP4ZldDNwrIzDuDr33avD2kPPBv7yPLDGLuOgoIiKCcQwslyKVu4aDN+JjX9apuH7B3+w/Y3W2B0/HIPp0J5G6g1USQkOJrRWNhDnkvjGU1NcTHxNBgH84oSLiUzFCV20S8mTRq/EMjb8vNi5BZNSPUFuUTnrNIHVl2cgcnfnDv1xBlZmDOlyDvyKI4Kw+Joaq8FJkS2UV9qdb7cPZXsG9rWP2Zluws/fEQZbAuP6Ymd5q3Dz8cFGkM3t4zGBzIW4e/vjENTEzcxc3n1y0R/tkxHhzzcGXqAbTcInzyi7uCTIk9Lu8oTVhW3+MYfcxfl4R1I6soRXjunYe4OmVxNB0H15uGqnbcrqzCGs7D2x90qR6ZrgxHyd3OW4h5ZKem/NTcHSR4RhUKl2LcnVVZeCTIEjUHvERUaTlN+D/1e/5MqmMBHUM9k4ywopEb8oBSl8frB1kxDWKPT23UQUrcbhyhT9d9SUpIwO1Wo2jZziFnfNSI+ds+YSNru3ssrKlY9sgeq72qUxQEpgu0tZTERXGJw4++IeqCEsXOjMQFaYhIT2HYA8lCVmxfHrVGVefEBLqRARqnnDfQFz8YmganqQoJRZX71Aiyycx7I8jk7th7RlKwYNtDMajV7B61t9u7goCdUBxcADR5Q8l2dwvz8beyg0XZalUtzfmp+DsESyNCfYKy2diYwGVh5yKcfP4QQNVaRF4xJnGkan9Q0gsqic9OQa5XxiaaDWyuBZJLzu6F/2E0PfmrtC3yf+b5HYgRdNaM5IJCrmD/mgON/sgBvXHbI3VYS98r6qY2f0tCoJCUKjT8HF25JZnEIrIVEL9/UlpeT5+ur8xjVsn9l4cpyQouYaCtHjkAWFER2twCS9h3niMTv+qXZt1JyKtAjNfd7zVpG7jjHMxkTUTqavNicMrPJvoYHtkymQ+uvQeHpmmvmMzqTvv3d2DA+pL4rjtryY9Kxpbbw3xcbHYWodQVpHIe1essJaFoUzMRR3oTWxpHVFhqeTk5ODtE4SnozVemiJqimN4/4o3qVk5+Hk5kdU2Qm2qAllIGlnxaSSmpHPrSycSK5sIu+lEcFYZgc63+cDRF9+AQGzcIqjv6SE0MJKkjHhcHD1RRvjyT3+5zZ05/deSOhP4DtAZ92lIDudTp1BSs+Kwtfaj9F47Mlc13Qtr5CvtcfCNx+76x3ylyCIr1oeQpHKSIlOIjorEyjuDtaMjKuJ8ef9qAKlZ2Xh7uVNwv49YKyd8U0qJ8LTlQ3c/rL90J6upmxSlJ6EpFcSFRZFZO8aOiCieIdFnHcjP8beZoIgoxaZetOJXSfPz4quAGFLigrFyiaa2swYn9zSm16dRut3EW5XEB5c+QpZQQHSQNzEldcRGpBAeEYaLsuZkPI+RupxI3FQtGI6OqE9T4KVIIicpmficKlSO7shiiojyd+Svt92x84pleMNId0US7qp6Bu+WEJveQlVZOj7KbKKD7PAMT8JW5o8yOR5Xv0L2jvRkRapw8ZJz/VoIyRnRuISbIkWh3qGUd/UT6mqHlX8CKckqPBUR1N7rQfaxPenVZVh9eYNbfqLlGUJTbzPBMi8SymuIUCTS8GgV7cHhK05Z6Ngss1NSd7RFjNyRz5xVpOXkkVUQz3WrAGrv9xLir6H2fg/qoFBcHT24ah1CXEwI9qoYIsIjUSVmEyizI0gdzZfuQdxf1lOltuYf3/djcW+ZBH8nwjOriQtPILusBnWgB5rCOiIDYyjpmpXy+EPj0eRXnpM6IQPRAOgqjuYzB7nkE/xlTvj7RuJ404fUrGj+esWeiOgkvP1CcXOw5baLAx99ImTSRrC7FX7qeKx9glDFx+CnqaO9OQuZqpY79Zl4hGSTEulNeHoVieoUoqI03PbN5snBsx+0QWUmdZK/2RORkD2KouV84akkLSsdmbcHCi81Do7BpCYp+NOXcuJjovEKUGF36wa3XZz4/HosbT2VuNo7EKFScTtYTViEmpiCDgozYogr7iQvNYaQuGxUCjlxZcJ2kgkNDcUj5i763RmC3GxwiEgnJSkQL7kKTZgPDl5qZDIv/IprSPOU46FOxdvNno/tvbCXJzCuNdJemoazlz83vpCTmpvMba80Kco4Uqvm3/7qQ7pWD8/1s2a/ZSZ1S2dJnW4UD8dAah5uSiRjb60fB/sI7i2skhduh51vPM4enmhq2sgKtsUtJJlrVz7idmgaoY7eqDPTuPrVTTwTCokOckGRkkOIvz/+Pr5c/iiYoYU5NIHh5LUOUxyXRM29XsKDI4lPS8DdyQWlMpybYenU1mRhb++FMkTGP3/iSXZBAnK5ivyiHGIjk3GRBZJ1Zw790dMXbNZMDCRSJyJV+8/QzvTgYe2ER3wqbh//hf/4jgfZ5ZW43ZKRmqXh3S+dCAmNxN46iLKqFP76qRW33P3RlExg2H+E3EuBk5MbMr9EwjUa3L1kXPlcyaOdY7IDvuI/fxJoiu6e09gy+Y7nJEr0QD28m4anr8mO3BRKIjKScZNlsn50QGlyFLZOfsiCwrH+yp7Y8od0VsTzuYOwsxx8PF1QRcbi7uRMuFrDTUUURYW5eHkH4mpvg42rI5cuy2kYX0f04pl1bfJjB1JkVup1EP7/JBAkukibEmPw9qlGd3REWZQztz0i8fSWE5yfjavotaluIvSGIyE55Sgcrbns4IVrSCFdd4q5YedCTFYOwb5OBCnj8HV3wF+TwC3vQLJKKlB4+OPt4YqNoy0ffuRCZssEOweHr9Srku62d6Xu868jdOLZD0LqtvUHrGv13/tY0+oR35pf3ZJaTetaA9t6A2OPRrj3aIX5yV4iwtWEppXTO74m/XfjJF3zuwun7+rZ3DOyubZAQZoaRVgU1QPLGIzblOaK8QgaYgsbaO8dZnhBy9xoFyFhKpKq+tk06KkrTCA0OpvB5QOWJnqJ0kSiCFMhZr9uHx6zq18mP1pDoDqHkY1t7hblk105zNh4h+TIglUp1HQP0t07wJ2uIR4vLNF9f4SZ9W3aK3MIDNeQWn6PJ5t6SXEvy09E6CQ57O6b5Lp7yN6+lsrCZBRhasTsV71Ry92OAaa3DtlcHCUuQk1wfA7tI6tsbk6RGK6WxtSNLs5zt2uUNb2RyeEO1GqNVJbcu+PSjLbZh22Ei3dVidQOjtKQl09ByzirW1MkiG+k1TKlPWRn1/C9dfxyOX/K602dQZKxcDYiH5uGp+xtzpEar0ERHk/HzC7arXmaOh6xsf+U6ZF2QsLVhKVX8XBRx5PH9wkTmKnsYXx2mva+aTb0B+zsGRgfHaFtcI4tvRHd/gZlCdEEhqfSu3jA8lQvKqWaIGU8ZXd7abv/kCfbBqYnHtHaN8OONNvriPGHw9wfXeXJxH2CwsW4tXFW1+do6X7Mll7P0NAI94f7yYvLoaSlm46RBXb0Ou7fH2RscYOelkuh+lsAACAASURBVHJClQL7Gu481qE/fEpPi5gRqyY0rpB7Yw/IjcmmdWaL6ZE2gsJUpNUOsLpv6oo6TzeiC3J+dZPNvQPWdaI70MBgRx1hKhOmQqJiSK+4z/TSCvd7RhhfXOHByABxal8+uuJCWHQ2vU+2GH34gOG5LUZ76qTZZhX9i+zqFkmUuROa1yW1rlfmR4gKV6PKbGTBeMzSZC/KMBXRhW3M6w/Z1n1/n3NeGc/eM/uVxbVt1nb2TPjXHbB7sE9rVZZkR7ElbaztGWkuS5FkHVvUzuzCImU5MYQllfJoaZGyuEzqhhaYfHBXKm/RvVmWlqZp759hamacjsEZJqdG6XywzPrqOLGi3FmNjC0+4W73GMu7pkjS2by9yd8mf7PJhs5k4xti6IpunZKsGMnfZLeOo93ZIC9VgyIimqy6YRbmH5MSo0Fd3MbUk8dkqHPoXdyip7mYwPBY2ibWmZoYpefRPA8fPqB/fIGRkRGGFnaYedgp+dvUmj7GZqYkOezsP2XjyQjRGpXkn5vGtOztzJMWqSY4rZ6lg2PmRzsJE7MT4/No6Rzgbs8jFrQGph6P0Tn8gOrMfHIrW7kzOMXG3haV8eG4B+VI3YHbJ2U7T25SuXf2WFgz9RKt6w7Y0a7T3jnA+JLONBxoa5nW9kFmtg/ZWHxEVIQaTVEXW0fHLE/1ow5XE5JcTN/4OiP3qggMUxOWVsHIvI6FE+xqChqZWp4nJzKLu2NP6B8aZnBmW+pF0e/v0Nk1yPTaNt21uQSGx3N3Uov+SE9jUYZUZ2RU9rNxqKetOJPAsGjuPJqjb2CEodkttvUndcVJnSiIiuh6FcRF/BblFkRq6XEPQeEa4jNKSEgto2VwjObKDAm7cUWdPFlaprIoSdJBdH4D7X1D9D7eYEe3RkffA+53NJMWX0xd3wP6h3vJjMqn4/Ek8V7uqEt60R4+Zf0c23zZ3wr/oTXu016RKdlRUu0wa1uL3OkcZV1v4NHIA+509NE5MkZLaREZxWL1iiPuVoi8qograWPz8JiBFoG3KBpGt9g1bFCUriEsuZzRpQVK4zKp6p1j22DEzBWEHIS+N7RC31tSQ9WECcE39pkYeUDnfeHLD9lenSJJpSYsq5W1Qz0t+XnkVI8wNtZOqFRnplLb1U9bzzibxmOG28oJDFMRkVbGrIgoD7VI9p7fOYPeuE9TaSqhmgx6FlZpzs4hp26EddHT+RJ/EvoSZFwMCfhJSJ1o5QiH932P1e09KQw+v7IpAVB8T7pneCotCrmpfz5FWKsXgH2e5um7q8/flfKjEyFVU/hy70Dkc//0WghLd/DU1AI+nbn6lPUd/UmX7TE7u3o2zqQrBn+ui7JqTYOWxTe2dfvoRBqHR2yffkfM9nmK9uApYlDm1u6B9FtEFqT/nuRJAOtluZnKso+Qw4bWcPp8VbsvGb9IUwwiXtsxSN/e1O6xLo1RMJVTt3/A+u7zwaTbe2KA9xFrQr4nEy0koIh7O3tsnrm3d3AklV1vPGRj9/nUepHG6hvQ8ctl/SmvRXeLkLEwoNN8SN0CJjlq9QbWdEZp6vvLshPEbfNU188Q4zd1QifbzzGr2zeaMKp9jkEJT4bnONYbn0m6ETiQooWSXk2Y2DLj3pyO8YiNXaHLQ+m7ohLUSmNlBNaeod0/YHVbOG6Bt31Tl9EJznSGfUl/UjfSyT2twTSLTru3/xwXZnxfoGuJ1J2RmcDqzulg+ufdBEKmAvvmcbEdDTWUdy9JDkqkt71vsrvtMzPJhpszuOEdx6MV0wLHG9KYPdM3NwROz8hNXP8YeDT7FeH817Z3T3GyKmzvRI7ClkSFIcZPSnZ1dCyRXvPSDDt7Rsnn6AwHp3KW7GvvEO2BkU1xFkR670jS4Vm7E/ITtiv5nAt0cord7/j8BX+j05+Wce2M7zQYDxFEx1w+MfZoY++Mj9GbfMXOGdxJ5TUcSb5bdP/t6A9O9X7qhw6fntqOyMdZnesMJvszp7kpYeC5jHfNtiPu64XsnprIkRh3fHTM0kgjt90DaHigY3f/jI2fIydRqYuuShEUMPuD1Z19xGSgLZ1esjfhf4UvN/nb5zNQhW7O1hFicPtZm5B8xZk6ZOvEx4gxZ8KGxXOhQ4GpU9s1262o53YMZ7D1jPUz2BOTD4SdiW8I+Z3FgiAuq1s6FtfF0IGTNLZftCMRkd/SGU7rFSFr0WAzY1dcizpS+EIhD5GWIIbi/q74fWK/DxqTueGTwuN1k+2ezYf593n+dnVHfzqGWcKU7nldtW0Qdafwa6Y6STxf29G/YHdC9maftmsQOn5ev5vtblfyiy/KxkTi9l7Qt6QDqY48Qms0+fKz9eiGWe6inj9bZwocHogJZC/6QoGTU5wbD1/Iu1ZEw4WOxf2X9CbyIfQlSJ2YuGPG/0XnHyRSN/VkgYm5+e9/zM4zObeA+N7i2ibzKxvMr26wsLopnaXrFdP1wuqG6bl0Le5tsLC2yZPlNaaeLDIx+wby8ybK9F2+IeTwZIHx6Tkmv8v7lndeC4tCtiYZvyH8/gLkforL17X52Xkez84zs7TG3OLSxXY5O8/UwhpL65tMzy9c/L8fW8ZmW5yZey1MvRE/+FOV8W/J3wj/P7/C4voWs4vfXB+Y/ez4jPC5fxv+QCqHsL+ZJ+eX6QTb5v99Z+wK2108sV3hFy6oe98mfyvyIuXnLdW30MnY9OxPR+rEshBv6hDrQY1OzlDb1EJ9y13pXFXXQE1jM/UtrdQ236G6vpGaxibpWtyrbmiiqr5Reiaez6+ss6HdfWN5elNl+zbfEcu6iP+bz9/mXct/vx0eLTL+FvL6BeLyl4CP0zKe6PcX50POlPtUFm+wXvsp5Hm2HGd//xR5OZvmW5GXt1zfQkab2t3X2lnrB4nUCYWJ8OObOMQq1f1ixlx2AW29QzR19tLQdp+mjl5auvtp7uqlob2HxpNrca+xo0e619zVR2pWLqtbWqnL7E3k56f8hiCmP2X6f+tpiy4vi4y/nd3+UmW2qduTuhH/lm1C2ILQ799yGb+ubGKLMLEA89f95+f2TARJxPE25Ft0Sws7ehvyIvIg9P025eesXISsBBYv6nI9e/8HIXXCGZxN5Pv+Hh59TFZRBdtiUKf2gGWtkWXtAUs7RtYPjlnbO2RpR1ybDvFsWSf+YyQ9t+C1hfF98/lDv/+6Sv2h8/G3+n3RgLDI+PkYpdfR8y9VZi/vKPE6svq5/eeXbgsvbxv1c9PfefkV5EAc5z37se+9uhvNt/M9bzq/Qt/Crt/0d9/E976Nn/0RSd0BT2Y3zgzwfH0FPhifJLeslmXtPrNrupNjl3XjU8YfzjAyu8Hchvn+i+ecorILK+rtpXWWts2rwL9+ft6Ekr7LNy5ystMjrRRX1jGwYpqsMT7QRElVIw/Xnk/eWJ5dlRbB3dtdo62pQdrCqWvUvJaYuezPmJ9eMw083VujuaaasruPXthmR785R01lNRU9M88nmOh0PFnUvmAMG3ODlFTU0DIu1iITMxV7KK2se2Ufw+mRu5RWNZzuOfh4UOS9gQdn8i7W+hrqqqOkuo2pk21axoY7KK1uZ37PnHfz+Yi5hWnWjcdsLk1RW1dHcUUjo+tPMegWqKmqpW385XKb3hVO5nwZHzLYXktxdbs0g0ms6dTTWkdp/b0z6QvZrUsDijeXZ6irF+k2MLL40lZK+3qePDlZ0XxlgvLKamqGnq86/l1w8VO+c5HMtBvzdAyMsSYNnH7G9PgjxpZflIVWt8XE/OttmfZqGZ+xvLzC3PrrtV5ffd+Ml+92Fs5fVAKvfvcpU+MTjK/qMRzuMTl3sqbZmUkTr75zcR70Bp3pG9/w/u72Mp39j1g+mUQzMznGo8Xvt5eusAVRmbycX+3GDGUV1dTef3hmUPvFZXj5/Z/LtTl6c15+dVur9D6cOzNI/5mk97HlFwMaSzOrbJ3Zq3RhetUks/0d2uprKG0ZZOOciUXnpfkm7l1I6nZXaayupqxd7Hzx4+jyYhJlZKBN+NuOE3+7x/07wt/el2YtG4w7tDfWUtYyYNq+0rBKS20t5W0PpZUozHLa25qltrqGih7TtmW6tcdUVNVQO3z+PulC319H6hYWp1gS6xUat0/Tl7b1MqzSfJK+JDvtE+pEuvcmX+A72pXxF9LfWhyhrLKGptHVV2zMXAbz+SI/a35+9vyjkLq54TpuffweXzgVfSfAjIxNkFVcxYrOROrmNvZYWF8lJ86V//yvL5Pc+YSVXcMZwvec2GUVFJ9TUe9RlSznd3/3MfnDJtJxVihv6+/zCMf0SDM2zrfxkTtwKyCOeyPDuFtfw83NDvfIMpZ2lkj0u8lv/rMHY0fHTDVnceUP1kRERVHc/viUmK1OdeN+7WPeu5LEzpGe4lQF1m6B2FhdJ65WrNZ/LJGiWLUntrJgvrhlRcnwEg/u5nL5939AFicWsDQ5A+3iCDK5Le4B/tLaXR09fchdrbGTOyPzK+HJiRPbnLqPlfU1nD3sCIvp5PHiMC63THl3Cc8/3Z5ruq8OqxtWuNjZEpzbwcRoI1+9/wk2ds74pJezfGbG5PZICX9+5zLd+me0qPz49JocpTqJzuklsmL8+NzNE3t7Jd3TJmJlzrM4X2Q495syuenkgtzBCt+0Wro667htZY+jtS2RFQMsPhnA89pH/PVKkuTkG1UBfPKlFypNAi2jz/H1uKuET9/9M/ZhdzHsL6AKdsbeN5grVjbSSuJn8/Jz+X2RzCZa1fwv/9dfqJs8xGB8zJ/+zf/D1bgX9zudH67GzTue2vYBnohthL5VZWKkJCkSdeGDb/net03n/P9fSOq0c/h98g98nPgQ/UY/zu6JTL9Qaeu429rD9ParZOnc8m/34Xqyxtq5z09kttCbyP/6f/6eomExO26BD3/1r/kg7Ozev+eX4+u+eR6p025OEefujUtQMNc/tyG707Qd1UXfmRkb4O7Q+Y2oi955W+5/HakbzrDhV5cc6Vw/katunoAr/8AlacHpY3Y3JlC5XeW//osvE8ZjtItD+Ft/xh/fVbF2dEhtXgS3XP1xtr6OsrjnO9WL30VO55K6/U2yk/yxdgvC+tYNEhvGTuuF75LG675zPql7xr2GdG45uSG3t8IvvY7O9hqsrRxwuG1PUu0A91vyuWXlhvUte/Lah2krS+amjRc3bjqQ12naZkss5l8Q7c8NJzlXbnnSOTlBtkrOTXc5n97yovPJiw1MkeevI3X6J+1ceudPVM4YeVCfxg0pfQfyO0a4W5rITRsZ1286UzM8Sk26ipsOcj6/4Uz1iGkHH8PhJslBHtz0kPOptS+DM5MkKFy5LfPmM1t/hte+Pnp6kZ89T9Y/GKnbO3wmLasgllbYWp+nMC4MV9dCaQ0fw6Fpayv9a5xFpocejZNeUMbqrpG5dR1zG7s8WdcxOFKP/V8dSW2dYWVv3/RMPD89dknNzjuH1B0xNdqJ7FMPCk+2TTpPOG/bvfNaEVubK8xKFaKO6AA7fDTR+JaLlskSyiAPulb1jPSXYHspSCJ1g+VxfGmlpLpj+AVHottZpaEwHvsbKSwfHTG9aGo9bHVEYhuRezKl3cDk0qZUiU6UeuOa2sbq4hQJ3jKCYztPK1f93hYTa6YwdlWkFaGVD5neEMsdbBN6Q07b2jYj9ydY2dlgZucYg36SQLsI8mtS8CwUG6GvoA51p/HxIqMjTygvVBHYsoNBP4hG5Yt/kAJZkan1tbq+cjqFXRhykuwav/3Mkf7tA4rDfHAKzqb5oah4njG9aMp7pb8f8U0Tp/k161lEJc6T8eLKkqlFuHMPP7krsogoUkeOMSw14KuOZk63QWuxkF26JKeCEB/sFBk0jpj3PzU5/o3lGTJC/fEJaWLXuMfEsim62ZPphFe+aYcSc15+LueLnM1IVxlX/vwlqf1z6CZq+NO7H+Cf/ZDd7VmKikqp7nrMzNgdZH4J1HaMsLS5yZ36CvKa+yRcjvY1kldcx4zumOnhZnKKSilu6mbtlCAZKU2JRlNkWn1eyGt1doS8olKaTiKf86P3yMwrpGdqmx2Djv77HeTkFtA8cn5L/dvI/CJSN/+ol7ioEMLiqhh73ImXPJOlQwNdDVXkFjczv6vlXvcw47MzNNaUkFtUTu/sKkurO/R01JORW0TPExHteUZ3YyUpsb587hhD7+wktWV19Dyaorm2hKyirtOdFkS+J4dq+Py/f0l8xzja2VYuXX4fR2Udj6aXpWjB6vISYzPzDAzep6amjZGJh2TnFdDQd3GU+DxStz5Zz7VrgSdpHzL75Ak93e2SXFsfCPs6oKu5mNyiMu4MTzM1NcHd+2OMjo5RU5ZPbv29F/L9bWT+Y//3YlK3R2lyDKGaKPJrTX5kcbSX+KgQQiILmdx5it6wQ29rLjYfmfbL3dvdoL0qDZvPopk9esrMokkvhpF0bBTxrJ7i+tuT728jl3NJnXGfqRN/v9GmwUZZcCYC+cPl53xSd8zC0qLJ32534eftgmdEtMnfLjahUgbgrY6hZPYYw1gRKk0QHso4mjeP0d6LR55SYYqO7TzASaFhxHjMVJ0KdXwU9hEZ0r68vdnuqOtNuyidld3FpG6f/Ahn/vnSVVrGVkmND6Vg5hjDaCEqTTAeEXG0bB2z05OKKkaJU3gi/QfHzNUFEZjfJtUz+uV7WAUmsHR0TG9hAJqkGBw0BVJ90RBvT1znCfm7oGF7kZ89m3/z7x+E1K3v7J7s52ba501EeUbbqvB3y2FCv8eStCSJWJbkm4+VzR06e/pJzMxnenmL0dnlk2ODhb15ouyDSKodYXJ548yzZcbmVhidWyE2OV1a1uTsbBux7tze0Q5ZXiryWifZ1ut/FjNjxSzeF8uhO9k67RndFbHY+EWRk6UivPoBe5uThCoDqHy0j8E4idJaQ/+Wjva8cP78lSsenrYEplQzMj3Pg+l5NgyHLIzdJdAumXGDWH/pGP36FIEeNqjK7jM985gHc+uSwezMD+LmYE1qq9gC5SntmemoIptYNx6wsSPW0jF1ic0M1nDTzpmmmX0M2mUyw6254ZXH1MYizWWdzIh1h1YnUHtdxU3TQl2JkpCKYfa2poiICia7eYTeO4NkZwQQ07rI3lIfIaognL0d+dxehq0slMZHa+gNBnYOdPTXl6KMy0aTFkvP7AZpwS586OKPg7MNKQ3DUuuzs1zJx196c2dSx5b2xVmeYkLNeTOlxZpahgMdBbHeyNTpJCUGk9WvQzvVhLsymofbz1h9fJdAh3RW9rdICXThkpMfji62JFZ2MzY9w6O5VbSHh/RX5BEaWMmy0bSm19pEN/Z2NhT2L7Ktu3iGtnA4ZqN9m84XOZv+llLkXgGEZJdTlJ2Jj9yPyNxmctQufGrjxEef2RMYm0ZIqAq/6AyyY6L5/P1LfGwXRE5hJc4fXeLT67Zo8h4w1pmNg6Mz712+Qmyj2JBdVDRGylJjiCw2kTrt2iRhDlf5ysGRD77woqSmjjDP28gCArgVEEl6ShgfXLZGpYngKwcVg0vfb+zMRaSuozSCoNwOUoPciSyvQqnJp64knqufXefG1eu4KjT4BKfR/mCczEg51rZfcM1LQ7ivC5evehCulGMXWsqdhmRu23oR5O3Au/Y+uNvf5oazigh/W6xcA3C8ZYN32cApJsbuVeMr8yc4o4T87GwC/ALxC4rARZHN5tExbaUZ0naBX165RaAmGk+n6zj7RfC5jYy6x69GLYSMzyN1hoMdarODuHLFBveYKgb6yvnonWsEhYfwiY2CznnT89sOVnxoJUOdkE1IUDBffPo5vuoobts6knbnxcbO24Tns3m5iNTtzbfiE5NJZWYsDhFZUiOkp0JJYG4HKQH2xHSddKcZJwi/EcXwCWHb2xgk6EYck+aK+3Adpcya4OLeF7rpzubhTf8+l9SZ87M7h4/zTaIbRcP6hyNz5m9fROpMz4/Ij/JAFpVDakooeY+OMax04hPki0eggrqFYwwz9cgUcrxCw2hfP0Y7lItTXKkpWLHQhVyp5IFY8LczC2dfb+SxadJWbv2VEfgUmfY7N+dFnC8idZPddaiji0jIjaZpZIGseD8q544xTNedpt+xcYz2QSlu/mLrsEiG9o6Zb0vAPU3s6nPM3lgdnpp45g+PGWpIxMVHRkBKoTS0qTlPQUjN5NfK/CI/ezb/5t8/AqkT25Hs09NQjDq4kgUxGFGs4Pyah1ig8sH4FBUNd1je0TO3pj05dlk1LJHiE0Nh+zRL2r0zz8z/0VFaXSfNaBQAOnvsHWopCkmipn+JvZeenf3f2/RbTEB5OT9iE/OJe5V4KTN5pD3mYUsK4aLiMy6RlKSiY/Epe8Zp4r1SGdoxsrN3EuY1jBIRE0VCggpZcrU0PnF1sptI3yLmjc8w6NbIilcS2/SYvSMtWdHehJYNot1YIFYTTmaXKcwttqLpLiogJfM+u4dPTfk7PGZ5phf/EA0Nj5+PtVtefkx6fAi1Y8/H+olts+ane0lJjiUpI40YsVeecZmkxAg6V0yOpaEomoSeHQzaRySnaFBFRRJZ94Ch1gz8orJZFGNWjAuEuN5EFhyDo+MtYpsm2T5ZnHb3QRE+aTUSqdvZWqehUElC7cgrshQz/cTsp5dlbDg00F6eik9qPRvGZ1TlR5L78AjDUgfKlAzm9p+xNtVFpF8RC4eHiEUyJQObrMEvOomEaH/CyvrZOzxiuKGc+LhWyfFsrzwmIiKc4n5T99RFOBSzssSUdpEvs+G+LeeLnE1/cx7+MTVURtjwV99wYlMKUAUH88E//xkbRRAuzq54B0bgF6TBT51OZU0l/j5u+CuzqLt/D7W3DFdFJEW1bdwpykAmD+Lax58iyzDt6yhIXWlqLHEVJme43pPNb/7dH3BXBGFv746bjw8+ySbSk64KxclVTmiuIIBPUfurqR99jsvvIstzSd2hlkiv61yxsufKh59gLVMQFpuK66eX+cNXbnj7e+Pu64ujIpnG9g7iFaH4KDx57wtXvHwVpN0RQwJWiQgIxNE1gKoxgf8nBAeE4OIdRc/MNNHBGu5tigqumdue2afjXcc6i/GNrqJG7cy7XgoiU4oIUQThHia2kDumtzYfmXcA8sg6Zuc78fArkrBUnaxEVTJ2Lq7OJXUnlf387GOiAxTYuPril9QlvZ8fGEBEZh0F8THIFP68+7E1XqExBAWFSrs4CDl3l6QSlmXa0vG7yP3HfOciUjfSmsHH733OjdtW/PayF2PaHZL9bvGp0Pulv2KjqZUiXfqdEYKuRUrRIpHvzYV7+F+PY0rI8GCLNI0vsuzOk16QH55EiTxcSOp2V9AEywgs//F6DIQ/O69nxHC0T222CpvIcqlBkpPoR5LoGVm+Q1CoDx6hSiqeHGOYLCcw1Ae3cA13BKnqT8E9sdQkz7U+3EJVjOwfM90ai19YEM5RGcwfHdNfLCeowrT371k8nUvqDrcIsXmXLxyCuHX9Ev4ZdUTHhVIq0p8oIzDUV0q/VUQKh7LxDw3ARRnLgOGY+RYl3llia8hjDLN3sItIYOHomIGqCPzDgnGLL5Rw0pThjrp57lwbNOfvIj9rfn72/AOROp1pE2Rpb0gjq7u79DUUERFQLoUftXqjFMkTe2xKG9SfXIstwcRuB2cP3cGRtE5dVdNdaeudha09TMc+m4erJHpoyG+fYVV/cHJ/VzovbutZ2NZTWd+E2G3ibKFNv3fJ94+lsv/rw56vvvfjGN956YrK/eX7SwPVfPSpDVntIzx+ssJYfwN+0UV0donWRbJpPM/hNNFOiYwajujrqiWv9T6dFRmExdW+0BWyMtmFykuMexQbK7vyiW8a/RMzzK6bV7FeJ9LVmluRpTycmWPhZJJJd14O8SnPx9TtLQ/j8MU1FCVdPJ59wsx4H8kl1QyPDRGnDqB2XMfy0g7To50klTfy8GG3tKFxSVMLIXFFdHXXo4lNZWpXRHV3GegoJzC5ho7mIhKyC+noaCejoJv2u9mEJOYzu6VlZX2d3vYG8vNTuGF1jeSmERoay6kfGKA8MYb0ogaKasu5M/KYmowg4mpfNWrR/Sqc3ssy7iuJ5t3rvrQMTTK5tE1rbT7K3BZaqzKJzamVCNr6lJBdIRtHe9TVlVHbN0BVciQJZS86yeGaYqJju9Ablwm6fQOnlDrGZ5+wdGZHkpfTF9fm5SXOe/ZT3rvI2fTUpCKLvkN/VSTuoSXU1hXgG5JIqNyD0sEpWkoqSYyLw8NHgaciirTkTBIKKvGzvY6bvxpNQjEJId7cdnPH4TMf6h5MkKxwxjbJjDMjxXFBOIYU0zM0QkdzPq723rSMT1GZXUFBTgpe8hCa2+7iqVAQIDYpzxqWuvZ9XYOp+wFI3Xx3NvZKE1ky7M7g/dVv+C/XY0lTeROUVM9wbyd56dkExCWh9gnEXZbHw/Emrlo5Ye0RQnrLCgbjCDLvKOKi/AiIq6KpNI5Pbjrg4B1J68QKpXFehKQ3U5oZgU1s/SkheHAnG4+IBkaaEnD2z6WhpQyZIhKFSwQNQ8PEBMm56irHK6KSxZVBfJ1cqWjtxcdXRmbn+WPeziN1U4P1BGWUMDw2TmxgKK4yfxzcEukZ7sYzMJjIhDQ8rqsYeTyEq4MjVj4RePv44xJsIpdVKRoCM36+pG5vbwlVkA+lY6YGVkduGDbODrjEVZj8xvYofp4yWheNGPTDeH8UyuBJpG7jSQeen0ZKw1uK5df5j58raB+Z4PHid50s9O3ronNJnXGLaJsP+We7SO6PTjC5cn7k9k37mYtIXXuKnH/3JxtqesZ4NL9OZW4snnE1NOZqiEzLITM7lcCMViqTgknMLyIxMQ5VURf5kXKiKrpYW15ndWeeEEUgSXX3SQjyorilHn9FGDmtPahl9hT0m3azOVumc0ndkZ77zeWkpsVy6b3f4Vd8j+KMaBSZd6lIDCaxoIiE+FjURV3kRfmRwmIrPQAAIABJREFUVVWJWqUhvuY+qYGupLQ8YHVxnY2dSWTeClP6Pu5UtTUh8wmjvPMewW72VF8QLTfn7yI/a35+9vyDkTrThsgGaZuvpU0tY0M91FYPsnJwJO3RuLKhk/aKlDbg1u3xwvWZTeLFliAPHk9RWtfM2q6R+c3dk0PPyt4mDUVNtD9aYUmrP/NMx8zyljRxQozFEfvOnS206fc+PfUdDJ0zYPLV/3574zF94xli65fdbzleQm80kV3zdmbm/JzXqpnuKcfbV45/YCBBySVMb+zSmBOOvV84ZWbgHm7SWtbNwuExIjqUFCnHPSyR/oWzEbNnrM6PU18pxtrpKU0KxCMgHJ+AQHLaTsLxu4ukauR4KcLx8lFQ3GMajzPV30dbt3mA6jHbT3oJV8iQB4UhV8Zzf3aHruokPH18yW2fZO9gi7baAVb0OqpzlTh5+VHWv4z+8IDazDDsfUIo7FlAuzpDe+skWuMWhXF+2CuiaZrYxWDUUZamwUYRQ8+ijqWHI3T3mQdsH9AzcI+5/WMWR+8SpnAjIKmKlX0jEz2V+MhdCc9pYPVkOy2zbMVZGM55xPleVQIevgr8Ff5ElXWzurZIVrQc+5BkuucE4TXJrq68H+3RUxYetRMR6IYsKp+prefbB4k05h4OcbdrHp1+jrgwb2SB4Xj4h1Iz8nxCxdk8mX+fJXXnzUg0/+/HPl/kbKYf3qO0ZQwxbnZv/yljQx3U9y+wMtOKu4MLbmG59IyOUl1dT1lTLw8Hu/Bzc8ApsoDphSWy1B7YeYTRNaNjpCkLWycXbt32JL/XrOdjHrUVYWPnxG0HZ3yL7jDw/7P35l9VZVm+7z/z3huvuePeV7de3bq38lZlZd7IrMisjIzIiDAMe0GQTpS+7zvp+156pAdBAUVAbEBRQVFU+u5w+v5w6JRfPm+sfTiKejA0MowgKuOHPfbZZ++11lxzdd8151xzDrRwxieAqIIuKbTTzaYsPM4EUDM4xeT4MF2DQu1norP9Ko/lP7z69UFPB229dqnXBldqMwnMvIxxQ0llbBheZ2LovjdEUkIRfcMPKUwN45SPLwEZ1VzoucbgMyPWdRktF4dRamcoiA3B3SeEvJpLdHQN8Fj5AqtujAQ/H9xjynhqeiW5XZy8S8uVRxK/zSIu8fgdum5OM9JbiYePP+7R2bR19XKhVwDbLcb7anA77UdK8x1MO05n7uw/jkCd0aylNj9U4nli6QCPn17kwGdH8PTxJad7HOO6leaiBE75+uEemUNr3y0udV2htWdEAqAPhwboHv7rbRp30vmxfjuS1Bm1kzSUtDGzfTjLsHSbAHcfqm7YzQKs9Da20ftYADUllyr7mN+e/43aWTpqbqLbXKcpyx9332DO+AWQ0Xb3RzmYIPjkENRZNZQknMLDL4TTvgEU9ow7WC+/7xq4e7rdQF1fTTwupwPx9Q8gpqoPuWyW3Cgf3P1TuLn0ghX5AxIDfXAPyWFE8wLT7C0ifHxxjy5j2rrO2JXr3JuzsvDwEn5n/HBPbUC18YKpG7V4+fhxOu+SwxPHjkHdK/qHh67wSHhfkN0jPsAH99BcRrUvME7fIFwq/xxTKy9QjnUReMYX96R6ZOtrDF+8xiPlJhM3a/H08eNMfiemzRc86C7Gw8eXkPL+71S/7zbPOur7HwfUGc1SjEcRr0zEjVtQ6FBIdmwv0JpW0ZhMzM4LILYqgT6N0cDMghK5aVtSt7IuBdXVSPEiX/B4cobWrl7UlnUWNRZkuhVkOguLaguKlQ3keguLGiGhE/9bkemMPJlaYnLZSF1L+0sbr5cM2D6g8fLZbj8g/rf/FvddJjuRbuchj535vJ5+E6UICP0mgHBQzs50K+sibuEmljfKdwTqdpa922+j2fp6vXbUUdTDlu4FGq3pOzvXyzLWRHzK1wHLq7zseb7nXcSXfUmHLY1hR7zdl2XuoNvRf0ajEYXubWmm/VuD2cFCvuOwjlnE5rXuBLrv7gP2fAWo2413ls33OOUoOXh9/bs3+5cAdctqnWRTKdTEewXYfchk84pf79kvvqO9f8r8HKpf34PeRz05fOKayIRp7/PAEah7k+fzDy6TWWFTv7757uf+7AjU/dzr5BDUvUe//Rj13g3UfYyy3ifP7wJ175PHx/rmQ+bZjwLqxOIztSCTrulFOY8mZng2u8CsTCmdqpxZWuThowmeLShs/y3M8+DxFJNLCiamZxh7NsPTuWXmlpXMLCwiXGI0XexBufIcmdbEtEzNlNyIzCAcEa8iF3eDlTm5lkmZjgWdhekFJbNaKy3tXduSuk20BqMU4FgcAhDMX9nYxGhZQWeyBeYWO1YRWFsY0KtEQO6NF1LgZ63BhN66gdFqO1ChXbEZrduA2HMMJlv4LuP6C1Y2NhDfa4yrWDY3UWsM6NdeIKRvGr0JAVSFjYsoR6s3bpcjnsV7I2qTVQrYLcCFyN+4soJKZ5TS6SyriKDWOpNFsrHSr9p26kaLoN+MeBZ10hvNUgBgKUDwxgYKhZIFlQFBn2V9DbXOiNpo2d6hv8BgNqM2mlCo9ehXRZ2tEnjQWmwAx2gR5Rml/G2d9gVanQHNyiaWte3DEWZbkHqJXr0RnXVDot/GoxcYzWYpmLQIWG3d2EQnhW0Tgak30WgNaMVhhPUN6aCFymBAoTFL/Jd4azBLgaNFOsFblaB9h/RT8EQcIFFp9aiMAtRt10lvlupsp1mnN0hBx+00q0Vb7ACT5vV15EqV1EdEIG0RaF6UY1lfR5gKWESwcdHWImi0sDu0l/OSd5tSe2mMFvQrwnO7rQ1F8HC1ziBtcExrtrxsbSvy35Dqr7M+t/Fd9BGLjZfiGxv/bOrXG7fvInw2CoD3sSaPD81XgEux+H9oup/79wLUiYn2Q+thWllBtz1uPzTtj/3932K77uSxAB2OJPc7v/m5/d5LoE6Mn+8rqPgYfN9rIHNnHT9knv0ooE6u0UuBuEUwbvF7ZlHG/LIScZJVrjEgV6t59myK8alZns3M8XRqmseT8yxqjCzKZDyZnGZ8eolFpZKZ+SXujo0TfzaV3uFxhkbG6Lt1m4tXb9Az9ICh0XHuPHhC/83bdA0M0zc0wq3RR/QO3OHq7RFS0rJY1ppQa3TI1EakBVcAtNUNjCtm5heXJaAoV6pZ0oqwOGsoNRpmluSSBFCtUTO3rEUAHLGgL8oFEFUjgJ3Iw2A2MidToTSsYLSuolCqpOeFZSUygwm5QoPavMKyQsm8CGK+rEJhNCNXqRFqaXFgRJy+lSnEszjNKkCbicVlLRqzKE+NUm9GplCxqDGgUCqZk+tQabTS3bC6ic5gYGFZIT3rzGbmlhTI9Su2Oq6usixXsKA0bpejkspRqNRSvYWUdFHkpzcyL1OgNK1LAGxJIQC4iJlrktpOrjNLdpJCSmRcW0OhVKMwrCIA37JKxcySCrXRzKJcJeUrbCUlHq+to9HpWFTobMBTGP2r1S95tKQ3oVBqUBotKFQaZBoBLtXMy3UYVjfQ6PTMyeQS/Wq9TmoLIQE2WAUdtjZckqtRCB4tK5BpzWj0Io2SxWWl5PpG0GFaW0OpVCPXWyXgZaNZgdK4astn1QboZmUqqY8YRJssqyTpsN6oZ1Gux7C2jlonAoIvs6QWsfgMLLzknRKVWaRRsCjeGQwsKXRozWZkcg0KnQmtZVWibVFhxCgApFxlq7dSjdK4JvFdJvr8klIqV+K1dV06IKHQ6qluaJJiH4tNk9hV7oVLLBICZO4FWn5MGr5vmDAhDV5Zf/6z4Jdd5f9uvtoOoL37m73RVz+URgHoBLD90HR7+XtRn71SJzF37KWwXKK99xI9O/uR4NX7brI+CqgTUhNpQRIAYHVdAnPi9J6QPgmJh8FiZlGmRmVekxZnnQAvyxrUJpu7kyWVmgW5FqXeIC2eYiLs6b3Khe4+rvT209U3QEdnNxevXqf/1h2uDw1xsesKnf2DXBsc5sbQEF2Xr3Kxt5/+a7fQmFeYX1KhWlmXaNBbbGpfrckk/a+2bqLT65hXaFFqDSwqNczL5BLIFOBLLNJ6iwBeGhaVamaXFJIjZCkfsxm5WseSUovKYGJucVmSGMrUepQGE0syFQq9kTkBbJVaZGoDCq2OuSUV2m1wqdXrJAAldvACgAhAML+sQS6+W9YhpEYajZpZuZplhUoCn3qLmQWZUipDokshwKQwEBXgTINGOoSyit66KqWRaSwYzCZmRbmrQppnkNx3CLrFOwF6lpYVLOtMyJUaFpQaZhflyA0WlBo9SwLE6SyIOuutVmRypQTeFCotCyoNc0tylvVmVDoDS0pBu1DBryHA0aJMwZLWgnHNJslaWFpmZlmD4JHCYJLA07JWACQNGgGejbb6iz6zpNCwIBeAVYvaZGJZpWFJpZPsMcXBGgHg5iXAtYFStJXKINE2I1Mh0+gkACsknILmZQE4NSaUap3UxnNLy8gksCrU/mbmFhXI9BZMAqzb+WtaQ7TP/LJWko4uCnqWBUjWsazSsmTnnUzJsqBXbF6EWYFBz8Ky2NRomVvWY5BU6uuoNBobvatryJZtaWRy1TbfbbycFRsKgxW9WFQsq1KfXVJpySksob3rssRfMQHthUvstMV43wu0/Jg0CMAjJtkfs8wfuyzRrqJ9f+xy90p5on1FO+8Ven4IOgRoEdcPkddfm8de4+9eo2cnfwVt4topvdvt90cBdWIg7CxQAAHTtqpC2AoJFaBcJSQfQl25hXnNikJtRGdZYVlI08TirRHAcE1SCS4otZJKVKhHxUlWAQ4M5pUdTme3JDWgfkXYGtlUq0bTiqS6kiu0aFbEwmxAvi0tsanOxHcvUKl1krREpTWgMa9JKlq53oxap0clbAL1RpSGNYnmZZUejUlI2fTbKlVRl00MlhXkKg0qy5qklpQL8LOyJkm0JJs66zpqrQAwYhEQ/2/YnvUWCfgIRC5Uhwq9SCeA5wpytaj/qlR/AXaVWqMEGoTkSmVal+hRqA0SzwTYEt8qdUJNbEWpe9X4Qn0nJHmiTkYhaRKqTgGsRScRoHJF2GoZpHrJFFr0AoSr9WjEYq03SepHk3UVpVqD3LD6Uh1oECpmsxWlxoDabJXoF/mKNlOJb42vTpEKFaqQpAk7QfP6C4keIZUU0jyh4tYbTBItQqUrSQpNJuRaEzpx+lUjJGJC5WmzlTOaTchUWgx29eu66CM6SY2tUKkkdbxQx8rVRkll/kq9+gKt3oSQbIq7UOGKdGrLxrZ95AvUWp0khZXU3OvP0ep0NmmtTofSYFN9Cx5rDEbU5nVWRNka0V+FJFWLfn0DlVqPThhRb6yjMYhQUusoNHpUou2tG5iFJFiov8UGRqXDsLGF4KWQ0Aq+i//FJkFrfS7ZzQnn3WIsCd+PxeWVdPdd+0X9+hPZAL0+p30/9evOPPb67/ddRPZ6Pb4vfUIdJyQk3zf9XkxnF7bsBdp+Ub++v13tT65+fRPUmSwmpqcmmVZaJFBgXttAZ7JKdlJCCifsjHQmG1gT9mxC3ag1r2Faf4HRYpWkYzKlBpVJBCNeRaUTTmO3jd7FiUWrAAvCRs20DWyEWtQqSb3EQineizKELZkATgIcmg1ank7PMi3TSypGsega115gsgqbM5vdlFiEhV2V3rKBoFM4h5UW9Ze0i+9tPsSUQt25JuyiRDkmSd0mJFV6iY7nUr7CNk4hJEOCXgF+tEaUeiHB2s5HK2z+hBp3Hb1ZAGFR/xUUQk1rXpMkjgaLkOCI+gge2uzz1Mtz3Hs8w5JR2Ng9R768xJM5BWqrsOWzdRytAK0indXM9NQUo+PTzGtWJFAq7NQESBED3SgOq5it6A1GpqameCYzoBPgTW/BIMDK+iqz87NMLtsAnwTKV1ZRSiB8XbJ5k1SJJgOTswssGmx2fzqVjNFHEyyvvLDZzknAyopKJefJ1ILtNNL6JkuLs4w8nWPZuIFlzWZDJ1TUMtkC4zMyFrUWiX9avZZni2qpLYWdklBvqo0COL3AtCakRwJ8K3k2Ncez2WUUludYVkxMz8yxINTckqPfFQnkibYVYFNM4LJtdbew/ZPaVgBlyyrLS/M8mReqc8EfMwtL80wsaSVwqDbbJn6jaVVqN73Fwvz8PI+ezSMX6uyVFZQaI/rtE3NajQDwKxj0OiZnZplWmCXbPqN5xda/jKLvCprE2BDgbkuSEhaVVdLV2y9JxvbCpCxo2M2Ad2Vt1WYvug3AhJ2mANQ76RZ2pYY3DxF9AGATY02MuZ15/li/hQRLLPqOyjMK0wOJLtvBG7tdpKNvv/M/Yfe7bV/7zm/X1iQ7WfuBI8vqqmS+8M4038FrAerEYvJ2HqtMzc4zp/1xXF+8Xf77L4Z/TVoxxwppicM8xKbP9Drge9XuO+gTh8B28nl146UbGpHvyrqY53d8v/Pbj/BbzHGOgeomC/Pz0lzksL4fgZbvtGHbwTulfImpJc12pItNZLJFpmT6bV6us7i4yPSbrlg2rMzOLzCj2XbJtW5mZm6BOf3r7Wavr2jv3Wz8lLIFJpd020INW/nTy/rt53UWFhd2lG9lTpT70hXYdvu+LH+7T60amZpbYNH03Y7ld5tn7bTvvH98Sd2aiY7zaXj7eOIaHM/lMZUN2K2Lxde2aJnWXkiLqngW7j8s61u251UBXFZYkqskNZwwpre/F4NhuK+BQLdkep7a/PzY35mlfGz5C0AgJES2MmzMVcsmSDsbgpfPKTziz9niTm4Ij9KCHkGLrXyRjwBW9sX1Zf5v0S5ottfHlt5eBwEWduYr/b+jnJ3p7Gl28kOUb/9fbRCOcV/RIxaL5bkxkuKD8PIPJKbiCnOKZXJi/XD2CSaz6S5ai47LTQUE+pxjamOLhfvd+B3xxj8iidreJxi3JxSdYobqnGQi4y+i31znxqUKAoJ8cQmMoevBti8/i46281n4BvhyMjyV2/MmZsdvkxQQQ3HLI9sAE4BZu0RxTjTe/r54J1cyPTdPYWo47v6+5NbcRb1dpkE+RUKkDx6BIVRdmkVhXCInxh8X3xDSG26j355IVLOjJIacwskngvL+WdTqJ8T7neGATwT5l26jWbOdRhYd2yK7T0RkNCOWLe41luDh7EtITBbXJtRcaS7C3eck4SkNTGptA1tq4+1+aLRuSq4wBIiS2mxbSjZxv4fwcF/cfEMovfqEuakRYoI8OeYbQ+PtJTTqeYl3EXEXbd7l60txP24rt3tMaZMeb2yxOHGX9LBosmpGsa7paShP4UyAOIqfxciSbeKxt7Wtz9jGh/hPqKJ/TqBu9mYB/++vnRkQTjo3F3H790/we8PprGz8Kglptdx6OIFcgP0PWjjW6aorp+Ti2+F+Piyf77eg7grqVpWke/4Zr7oprIbHxCXVvnRpYaPLzP3RcRaM7wlG1feJS25A/h28kY9W8//9y2E6n4nNmRa/rz7FreDmB/L0dV44AnXmFTWtGfEcPeXNN0dOceGB+p1lLM1Ncn/i3e56foz2+j5lvAvUTbTF8AfnaClygJT3qooMrz/jXmVzGWMxLNFQmIDz0Sym17cwqaepSI/m5MkSyQGulGb5Lt6nPLgqohN8R/v+UO8dgro1E511qRxz9uZbZ28ujPw4vlt3A3Vmw+I277KZFWvcwx5OHT/KoSOnOH97iZmRTtyPOvHtMT8uPVrm2cB5nI+4ss85mO7H9pjeq1yrTefQMTf+4pHAY5WanvIEvj3hxtdn0hjXvA3WHYO6DYavVuLiehKno65UXJ9icliU78z+Y/50Pl7maX/tdvlh3JxXcre9gCNHT/LlyWgG5+wbHwsXC6PZf8KNfT5ZzGo0tOaEcMD1JAeDC5jf4Z7IUVvvCVAnAIdYHFdWjfTfusnsmgibUUJs2WVp4VuRwIkAKLtdQi27KZ30XBSqrZUNSZohFjhxCdXX3f4GvA9F0rndkPZ3O+9ak9hR24CRlE5IPZamuPFMhXVzhYq0YBrHbA28M91e/C3qspMuwV/Z/DMGZwSo1VCem0BeTRPpbY+xmmYpzM9iVGmgtzUXT+dsJja2eHS1iYTkViYU2x71t1166BUzVGXG4RfYiHpznfsPxyS/doqhCmJLL9k811t03Bp9IsXvfdKZRUrLXebG7xDnFUxmzYht1yJU5OpFBsZsfuu6ymIpujTC7SfCwamJ4rAshtRWlHIjCtkstyZ1WC3zFMSeo/NGB0mNDxGOW4tyMxhWrKBUm+nvqibzyhJW+T3KykqoqCwlqUFEB3jBw8ePUVlFfxAT43OulETzlVsEo4Z1ukuLyT9/kwWD2AkJ/3VPJWfLvbn51AyIEGe2vmTnqQBSwm+i4Kv9P/H76ZMxHqqeY1XdJTsrg6zyOqqHTVgmr5JT2cisep7aLMG7Jmkn2VVcTE7lAPN6m/TTLi1dmrxHin8IiYW3Ma/puflgQtrFDzedJb3jyVv02GkQd7HAllRUSwclhK2To4H/U/y322TzaLCOP/z6ALUP5VhlV/nNrz8hqGwU67qZh2PjPFkysPTkCsERBXRef8CyZZWZ6QnGFmwAQK2Y5eHTOWmuUC3PcH9snEezyzukHOu0lGST2fjoJS/MJi0jY+OSRkDwwqhXMvLoCXKTDUCplHJGx8aZ0bwyT/i+PNsN1CknR8mMcME/p5eF2UECQ85JXuTnpycYeTyLcdPMrRv3mJRpePZ0nPtjz5CZVqWNpFxI3MeeIDPb6F2am+J2byXu/kVMmc1MTcxIvjhnZ54x+vT1hXfmQSuf/et+yoZmsWqG+NPvP8EttQ+N0ebOyLhilVT8So2SickFVEYjDx6NM6N8e3Gz88QRqFNNduPqlCLNBytLsww/XkKuXJb4Oq8VkstNZqZEvZ4wozIxNzXOtXtzkvnMxNPHPJxVbEs3fjwgY6/Ph953B3WbdOVHShFDWgZsTmzV0w/JjHTBN/0iyytbCFBXXxDNvs/iebYN6spTQvl2X4YEVMRc1ZnpzT/+6RjdewDUXb97V+qnsr50TmfY5rEP5deHfv8uUGfjXSKLmxs0n0sjY0CH5Wk7mTmpJOUVUf1wHc2dKnIKsojOKqRjdou5niziK7tsc4RlgqDYdIY0YnOfRFFtOX5JpTy1btFX6E9Bny12+E6adwN190aHeay3RZCIiosiPK2A2kcbqG9vl59ZyMW5LWav5pNXVkhISiHXVVuMNUaT2rLtLF07gld0Ls9Wt+gtjaS0oQqf5CopGENrujcV99698dltnt1Jv/33R5HU2Q5KbEj2YULVKKkfrFqKEv1IbLiF0riCXGtEoRXqUrOkkhRqydcvmx2W0mCRvhW2dCLElbBJE3e9RUx867TEl9B+Z1FShUjvxPsdl1yovSzCqNz2v3Qqc1sNJn/aT3BEHLdlG5hWxSGO19PutWdRl500SXXZlnrNjlwkLD6L6vPF5Ihg9cZ5sgvS6ZkRk6eCouBSHlnWGGrK5N+/ccM3PJSyzhFJyiVUzqKNtIv3yQw9z4xd5bJhoiYrnNTmYcybzyWJp9RxVlTkJQRSdNUWommkrYXCkpvoN4W6eA3JbYmIpacYIzI0mK4pAW7MdFUlEhDfxoxeTm/LIAvC/nFFSU1OJLEFN+jrLiaz+xlW4wL5JVk0D4wz3PeA5qYsSgbVWFVj5BZkEZkch29SAdmVF3iieS6pc02bG8zdHSA1o5jUshLuywxUJwfy5fHT+EXF0jVqc1o7fus8Z3xSGZgxY5bci7xqc0nNrLMf6HnVX+zqk6H2AqIyzlFamUeD2AjMXyeu4BzT1i2Msvtkhjei3bRQdTaIvxz1xi8qmo67c5I0VERREbx71tdJblbPq0gehgXSYgKpuSPDItSRDvqgPapKZn7hz0b9OtLfTrhvKIlt/VxvPU9wSCjZjXe41pTJCZ8ATvqlUN3SQlJiFhnlLXQ11uN9/AhfuITT0nWTs2dcOHDYmaymp4xcKeC0XyCHXE/RMCw2Y6JPvx771WxSU5sWxknhpDi0kJFHjyiKcef4SXdOpddw6WIFxw674uNzBufQYqZ0tvawT4Qfet8N1N3rq6G05wkXi9Ko6evmbGoDw0MXCfL0xMPdl7z6dgqKW7g5OkpBcjDePicJzqzhXE4qR4974HXajYCCfp6MXeKUsytux/fzR69o4qODOewUTlpyGK4nPTjwjSd5g3aHt1s8vdNFpF8I8U2X6W9rJiIigqikbGIym6VQS0OdDZxNzsLLxY2AiLPERXtx0MWbQz4p3FU4BnaOQN2KaZGS1ABOBaZRfuUxyzP9OH1zHE9vTw4HF/JUa6KxIBRvP288ItKpbuokPz8fHw8PvAP8OeDiy4UH717APrQtPtb3u4I69X2y6i9z62IDySUXpI3Zg2s1lPQ8oSM/nroxw3YfnSfDLfdl7FereZxkt0LmNreQP7hBXHwWMflpP72k7qWU0MK5eE9iG38cZ8i7gTpbe86T4ZnP1JqF2oJIKkWYsOXrxCRFE5yYRKfQAEx3EZkQSUhyGgOqLYwj1QQUtkgbQavsNuFp6YxZtpi5WU6wAGP55cxvbHHvQhIxLa/iJtv7j2NQ92rz0V0WRVhyAekF6VyUwpR1viz/uog9O9ZIaHwUoRk5jJi3WLiWR2jFVakvWCauEJRVKK15I5fzCYmNJKq0QdJGXa2NJqXbJmSw0/LmfQ+AOrNkFC6kHjrhf2xzhfO50ZxMaZB2ycJAfPDeKE3tnZRU1lBUXkVRefWuV+G5Csprzr9xNVDbWsbJPx3BJ76A6sbGN97bvhcqq7Lq2tfeVTddoLI4jb988QXHI7OpaWqk4q383yzvp38WdXmTD6Iu5/IS+Pc/f4nX2VLig47ydVAWrdX5HDzyDSE5zdSdz+LA746RUF5LYV4eGVXtNJbE8Nk33+Dkcpy/uAVRXNdCQXoU+/7gQXbLBZqaGwg7fYxPDp4mq7QUT6d9fBOQRmNzHWdc9vPp8UAK65pp6GjZhKNaAAAgAElEQVQgwt2dI87RlF9opaKmlsqGVmqrCji87y987ZNIdeslWpvOE+zjxFdHnIktaKCxtZnqpnYa68o57XGIA25ncHc7yv6QLFprCjh0ZB/BeS1c7GjG1+0bjsSW0VqWwsGj+/ni68/57T4nvv7i3/jsRAClDReprytm/x9+y5eHPPj8qz/iHpNLVm4BxS2XKYw5zr85BdDQfpnMhED2HdjHadFn6l/vM6KfFJdXUVFbt4PPdZxvaSMz3p/f/vkgsXmlnHbfj1vKeRoKIvniqDOZVR0UZkay7w+e5LfUk5mZS1HzZUqTPPj022M4H/+WA/5nOX+hmQR/bw4cDOXcpU4a6ypwO/I1n7lFUNrQRNVr5b7qb9UNjWQVFEmnX3uv35JUsW8O+p/qebfJ5n5vPdGZTdSnhXL8bCaZuVVkZmRy+NM/4hwYitPR45wKTSQuOZvo7HIaaio57elGfEEbV270Ee56Et+zRbT3jDI+2E6QXyjffvEN4S9DTNlAXU6LTcKpvN/A7//hEzyDQjhwwIUzYVFEFlyTJtT8tCSCgkIIL7glgcH06PSPE/t1c52yyKN8ftSTrz77HK+EbDILKohwOcQnBzw54+OJk5cvp6JKGByfoD4nBd8ALz47EkBoWAiZF0T8RxlnY5MJDYuiftiEdX2CmNgk/ALO0vdkiuLkZK7MbmGY7MA9qs62gG1u8fRWK9GZ9TRkRHI8PoW03Gop9mtQcr0kVRvqqCU8NJrghCYm54cIiyiTeFOfn0RWh+Ng4o5Ana2fGelsqsXfN5LI5FRCUzulvEojI8ltv0dvcxlngvz59Cs3wpJzSUhI4HRojrSRudlUTHLVzzdMmKj/zFAN+/78DceOH+JX30Yyv77B+Xgn/iza/d9/h3eR6GdbOIr9GudeyvKmniw/F2LSqwmP8KLwuuMwbR9jTDtUv0qgbpXW0gTc05tYsLwCMh+DBnue7wJ1ZhE392Qu0xKoi6JcAnXXiDsbRXBSsg1UTV8kOjGSkJR0rkmgrpLAolbbmFgeJjQ1nYcC1F0vJTwhhpC8Chuoa4sntvX18I2Cpt1B3QsGO4pwji5lUqWkKD+W1jkRe7Zju/wMBgSoe1hPeEI0wRm5NlDXn01YpQ3UrUz14J9ZyIKI/dqVTXh8DOElDdLYvFoTSerlVxs0O3923nebZ3d+Y//90SR14hSnVjpgYKIxJYy/BOQzYRCG+uvSCdfR8QkuXumVIj7Ut3bwrquu+QJtl7rfuHroHmjB849HpZ1uZ+/VN97bvm9obaf1YtfLd+1X+mirzOK3//w7XFMr6bpqS3eh8838996zqMtOPnRc6aOp6Cz/85//wJn8Oq5eGyD/bAD/fjKeuopMDh08RH77EF0XSzj0G2eyWy+Rk5lIQlkTVWkh/OXgaUpaumho66Cjp5fqwkS++bfTNNzoJfrEfv7xa2+qOq9ysbOL+pYLtLc34fXNn/m1UwRNl3sltzJdA5dJPOXJcZdk2q5fo727l66mCv7yye/YF55L57Ub1JVlcSoui4vdF3D/9hO8s1q4crWXsoKznEkupqu9imPffsYJ3yC+9kygrjKLwwcPkts6wJUr3SRFePGVTza1BTE4uboQHBqBd0wNreURfHbAmdL2G3RcqCfUx5XDh/bxn//uP7PfP5W4tFQKmy+S6uvKIbdA/OMSKL90nQy/r/jLmWQu9vRxYUe/Ev1E8HhnX+i82ktRrA//9Tf7SGno4lpfN+G+JzkSXkpFWgAHXX2o7xumtsjGu9qeS8QnJpDX1EGGvwv7POOoa79EfVsnXdd6yAz15dCRBDqvd3Disz/wb14JtPX00r6Djp1tbP8tXJlc6b/O2NNJ6aCEYwP2H2cytk8e4r7bZHO3u4KYgusM1oRyJKSUC11txMVn4O/hS9eknLtXe6goLiQs5izhCXmcb7pI89V+kn3cCc84R3VTP5UZMZwODcLneCzXppaoy4wk4NwdacEUkrrmokySa+5JxuxztxtxPRbCnUU51y50U1mSRUhyLcvqZc4mxhASm0Zmgwh/pCAuJIUrT7fND15KKT6Md44kdfrJbgJSK5nR6JgfHyTM7XO+CSwmNeAUsZU3mH76kLb6GmJyi8iMiiM8qo2ZxTuc9gnhdEQaNQMqrOuPiYnOIDE+kqLOSZbGu/H0CcIvuoBbk7OcS46kdnCZJ9ercE9o3TYc3+LxQC3h2b0MN8dy0CeXjquXiIxNISKkhNkVK10VWbgHRxOZ0838wk2CA1OZUZooSIkiv+dViL+dbesI1M0/HaJhaFJqg/b8dE66BxOW3onBqiMzJZGEtBzChYRlaZqY0DBOx2QQFZtAaFqblOZSeQ7JNW9LSXaWu1d+O5TUrRsoL07h3NU55Fo9DdnxZJYVEplba2v3sT4iopJ4YHiB1fKQ6CNpPNjWpmgWbxF5PJ+ZDR31OZH4BXrz61//D05X/jiSMcFXx6DOwqXsKL4OLmJa0oB9qH3rh40de/u+E9TpHxB9JIOZzU06KjNJ7Jhm8fZ5sgpyySwqoei6nMmeIvJKizibU8j5US0jzcmcPd8jae0sKzOEx6ZwedrA1bJYKprrCIrP547MSFuGD+duvN3nHYO659xrzuPzk7EMy4UZzwpFOcnkDyiYuFJE3rlizmYXUPdAx/2WDIprK4lKyefShIHrZRFkddyVDiNaDI84E5nBnWUjrTlhVLc34h9fzLhaT1XCKc4/fHf8393mWTsvd94/GqgTJz+FWwYR7y74yCd8etCVEyfdJTss4YtsQWFz8CuiTHzXJWJBCjcQr18iWsAytQnFdNyZRbdieeO97fs5mULyk2dPq1vb5GFnDr/91z9x8KQ7h31i6J/QI1xl2L/Zq3dRl5206dc2ud2YwK9/8zmH3dxxDs1k6NEzMgMP8s3hI8TV3ES79hy1+jEF4ee4r17h6Z2LeLkcZN9hT2r6ZjGurUquS4Qvv6mxa2THt7BgXiLO5Q/8bt9xjru6klh/E72IsLB0H699n/Dvh05w7IQruZ2PMK2vMlB3npLyGyjX1yTJ7NxwE1/8/lP2Obtx1DOY1ptjFCV7ceDYUUIK2plZmqL53BXGZh6REHSMQ0cOknR+gMXlWVL8bLQnNAwy9/QeTfVDTC+MEO62n28OuJLbPY5C/owEHxe++taFioFHPOzvp/XiA9sOzbhIZXUxN+cs3OzI5fChY+zzjGd4cpnLjal8e/gER4NSuD2tl5w87+SncJQtnGSLQwm2/4UqdoX6JFf+5x/2c9zdHd+cFkbv3SRQ8PCQFxV9zzCubzI9do2s2AbmrGautxVw9NBRvjoZSf9jnS0Sid6Eft3M8MVmikqHWF6+jfNnv+PzI64cO+FJef+kdNJ5Jz1v/hb0if+EW4K9DurGhzopaLyLQW9gfsnIvZsXqb7yiCd3anA74YWbfxYX+vo5V1ZNYW0nfZcacTt2FKfIXG4N3SHB14ljHiG0DT3j8rlUnDw92fflYdIu2wCFsKccas3ly29EH3UnsKKN7vpsnN298IooZ3J+iebsAA4cdSG59QaDA51UXhQxjHWUF9ZyZ/51t0s7J8X3+e0I1N1tLiOvbtuGZnOV6iRPvvCpRaZ+QLK3J85OPtRe7icrp5Kuy31E+3vi4u7EPp9E8iobuCTsatanyS/pZnLqJuEeLhw4chz/xEKKypq4s7SJdrobzyPH2OcVz9X5V8B0evQKeTWDGExG5hYMPLrbTXnLMFcqkzno6s5XJ4PIOldDYd11VjZWuVYdx9dHXDmd28rStg3fm/V2BOpUyxPEhzlLPD8dX8+NkTYO/nE/x1xPEFTRy5xCTn7EGVw93PjseBA5da2cK6sir6ZPsnW62dlM9eXtWNLfE1C/SefHenYE6ozqx+TE5r08IKF8cpF9n37B2Qt2yY+J89l5tI1qsW7McS62joltUKdXjFEU18j8y3qv0tpSzW359wNF36feDkGdVU6087/xx8PuuLp5kHlpbHvj9HHpeheos5imKI2tY0aYBU0OEuR6lAPH/LkwZkD5rJ/TTsfZfyKMvlkjS/cv4H7EmX3u8QwrjYxe6mV42sSDK+c4dtSFr3yzmDGZudOUwbfHXdgfWsysgxOnjkHdJuVh+/ntl064eXgSUzfE1GgfPs6i/Aj654ws3m3Dbbv8e0oTz/oqcTpygq9PZ/LEYGKouYcHCiu3mtL51smFb8POIbeYuVoew7fOJzgeX4vyjZCbb7btTw/qpNiva1KoKuH9X7diAw5LKr3N75fJKrmf0EhxYK0vvxPfvn2t/lV+uRxNTDaGvZB83onIBK98mX3cTvxmQ33os6iL4zTPX9bF9l6ENHvHMen19R3hs3avswhdZhDOb98IhyTCbImj/uJkriN6JBvKTZubFvGd/VnYi9m+f4HppXuLTckB9at8dtC+YTv9Kb0TNL9MI2jeEXt23eb/7lUer+pktq69lGaI98JNienlpPrqO/HunQNnQ/gjXH1Fg6DnHe40pHJ3hCB7kzZxAEP8J1zbCB6JwzxvfuPoWYC5vQLoBH3v5NkufDatWB0HkZf6pb1NhDuQV31Y8N6R6wcRwk0ALPspbnEgQIThs/NOLGL23z/k3RGos7epw3LEWLJuMH6jlN8eCuehsAXdWJfsjh1+L+qwLvq4A7cp62sv67tr2p08ELxz0BeFe6h3pd997tyU7JTFuJ4fvUDI2VY0lp15vXr/rvz3+jtHoM5qtzfewd/3/m9nmp/ot0NQt03LypqwVbe5Gvsx2uZdoO6t8qX533aASLwTa9Arf7O2edQ+BwhXWOJwmfhOmu939H1hm2+3kX6zDMegbnsuWbe5O7HP+YJXu5VvL9e4Xa5Ez/bvN8sXzzvnqzdpsj9/yDz7USR1cq2BuWXVtgROxbxceNHfvqT/baG0RHit77pmZEoUulc7Unsl3/e+OxB6NfG/b14/9Xf/keryU/PSUfkCLP3C4w8bFx8y2Tji+c/1P0eg7n3qoliYZGhC9rM4Abo7qHvVR4QPUhGR5n3q/nP7xiGo+4nA2A/Fu3eBuh+qjPfN54NA3Y/A93eCuh+h/Hfx7UPm2Y8C6kRsSqEqFKqsv/ayq09Fpb7PJUKiiM7zfdLutTSiLnuNpv9I9IhB/QuPP2yc/a3yTAAeUfcP7f/2iXtl48P4/KHl/BDfv8/caZPC2yS2P0SZeykPYeYgwPteoumvpUVoBcT11+bzQ6QX40eMox8irx8iD9Hee4menXWy88o+f7zr/lFAnbBJsu8Ifoi7cJEimP19LkHL90m3F9P8R6rLXuSvWMR+4fGHjbO/VZ6JOUnUfS/24x+Kpr/1sSAiI/01a88P1Q4/ZD6iTuL6IfP8vnmJ8bOX+LuX21vwSlzvAnP2dx8F1Anm2Av4Ie6i03xfO6K/Ju0PQfsPmYeoyw+Z3y95vVIjCV6IndEvPH6dJ9/VR/5WefZ91a/fxc+99P4/0tz5ffgqpCNCqvV90u7VNHYhy16g7xf16/vPtR8yz/4C6n5iXfmHDK5fAMf7D4IP4av92w8ZOPY0f+v3v1We/QLqPu5Y3Avj6hdQ93Hb+BdQ9/78/ZB59kcAdeuM9FZx9IgzXvHVzJpfnWh734HraMdo0MopSPLCyeUEIeW9GLZPu7yZp6O04uTk9Pht8mILuTbxbv8wb+b3Uz47AnVazTyZsW44uTgR2ziMfsVIUZQzR5zdyOl+hnnNwsPhLtKia5gUkTSsi+SEeXDgyClK+x6/5Jvy6XWCTjpz0D2a6wtWNFO3OON2nG/9Mniw/OoEoXp5lubyEsrq7ks7WNVwEwcPnOBAeBZj2wGVLSYt9YXhHHU9iVtaI9qVNbqKwjh8wgW/oqvYTwWtWKdJcj7BETdPQjJbka+v8Hj0KmkR5TzQvunxf5WaglguPrEgm7pO4CkXjjn70nj3DaNzwzRZmcmMrW7xqK2YQ4dP4OwWROdTPcOXz3Hg+AkCMtqQS06xXx9Uuw2cpcnbhPs4cfyYF9V35OiVT4g65cQh5xA6xnQYjRr6L9aTmdEtOVg1Ld3Gz/Uo33pE0P3YHhbpOeN91bg4ubI/pIjZlVWm++o44uSEZ1Ij8pVXJ7t+yj72oWXvyrP79XzlHMU9heCxjlR/L1Ja7zAr071++mxtkcoKERnEwSlPBxsu3eI9iqr6pCgJwq1Jb30mLSMarBsmckOCKbouIofoKI+OpunOIvdv9VJe1UBFYw+PFhWoLe9XznfxYVdQt2GgIsGfpM63HfqurFmRa83feUhCr9Mws7z74bDRKxUcPOyC00kXIqv6P+gk7HfVa+d7h3Pn+ipDTUUcPenBUe8obn2HaxiNRsWs4ofV3Oyk8WP+fheoW7hegXtEEdP2k5UbRqoS/Um8ZHO5s2I1cO/GRdLiGpgToS3NGgZ7WkhPuoB68zlTdy7gfdKNw+5hXHny461BDiV166vc76vG3dmDg6fjuD3/42iEdgN1SxODhPk4c/yYN7XDCvSKR0R6OXHoRChdEyvoRfg9V7FWxXJTZkX9qBtvJxcOnE5heMm+Vj3n8dVKToj5NrSYBesaDy7lc9jZlSOxNSw5mG9Fe4tx7bBPrakoyo7j+vILjJMD+Lue4KBHHLdkVlRjXZw67sKBM2mM6VaZG6zn5HFX9gfm8URjxzubDLflcMjZlaNxtWhX17hVn8yhE664pbWh+w7vB7vNs45o/RFAnYnO9gtcnljkwtlkCl/683l9QXVEnP0/R5PL0tNBijuuI5M9ISHUg+Yn9sZ8PV9Haa2bFi6WRvLJ3+3n/Oi7A1LbadgLd1GXN+mYGbtGadcQsoV7JEQFkFtbT1DWBSYf9xEXn8SYapniuJP8+leBPFt/zt3mZI4HVzE9+4zmri5kq4JfVqoL00htf8L9C3nk1tVSmJhF3pUn9JRFEVPU8/LY9cRgC4f+/Ec84/uxbhqI9jhBfu8So7fauDRic+holI1R3NLFtFJJSZIPuefrCYwv4dHcJOlhp7m8YDu4oprtx885lbvC/54A+6tKKlO9+J//1Y1rqnWEqwDLdmdfGKzlN//0K/JvqRm+0UHrvTnmr5/jTGwWM1IdbO0+XB7C331ygDumddpTkkktv8G80ohpXU9rywUG5mXURsRR1f927L/dBs6d6xepuzWB7H4zkfHxZJaUkdR4n/GecyQWnmdG+NFz2c/nBwpZ2VynJsGbgKLbTI5dp6lfhFjbwrq2SGxcEs2jC1zIi6RaOCk+nUD7s3kqwz0p6hPRBF7vuz+H5914Nn7jHH//X76gaUyHVX+Tf/q7/45rYh09N8e3XcrY3dVMERGcyeCCWYp/Kuq8sr5pO4RgXzAlFwYbUh/UTXZzOrgS5TavbjfE4158A71pBq9/+TWedTcwqx/g7h5OXe8takuLCAmPJyyhgJa+OzyTr2Be20CEXnvFX8fuZN7l6mg3UKdfeEyS16ccT7uK3r7RXN+mfaaXoOga5HZXB+v2Cd/W7pY127NsZowr2yHAVt74RsRWbSvNJL5iBL1lliiPJK4vChXhizfqZN8kPH/leki4CPqOxeMVT2zxht80e1FPX8Xb+SxPzVbudXfRdWdJ4qPgqT2teV3w1/Y8+3SE3vu2EH2iLu/jvsGez099fxeo68/15kvPUDpGbHGYDYtPSPb6lGPb7W7WTJIR6MxvfxMp+akzyh4Q63mYT/+UinxzgyvdzXQ/kjN+KQ3f1CrUO/r6x6y3Q1C3qqWlvZmBSQ136qMJKLj4+sbrI81LjkHdC24PtFM/NInsbgMR8fFkFJeT1DTC46vlZBWVkH+ulKzOZ9xtzaagsoKM/ALKBmYZqIonteGabdO0Nk9UbBItowu05UVRc7GVsPhsep4uUJ14hqqhhZf91c7vd4G6J+3p/Ld//gPdU0ZayzLIuDTBcIsov5KMvALKr89yrTqZc011xKfm0HBvnkt5IeR2bvsvND/BPzyFq88WqE4JpeFyO0GxudyemaMw2pvmR/bQco7XgN3mWTvtO+8fBdQJ40fj2qbkZ8q47VRPszBMuFco1TfnsG7YfFAJP1Tvc2mMlt1t6vRjBPt4cGXu1aSys4KOQZ2NcY0RWTQNLr7VuDvT76XfjkDdS/rkdwgJDiazMJOzl6ewri+SkhpB75Koq5Jsj2yeWNepzwvEJbWBnptjUtw5W3oLedlR1E+JoMUXiDxXw7Xui2QVlVOYkkfzgN3hq41vkz1tZKTfYGVlFCe/AErbrnFr1lGQeS3pUT6kF2QRXtUt8bmpJIzCvgdcbRxiYqyF//VPv+O420my2oa3F0ETRZ4Z3FCsop4do715BItFSVZ8Ah7h/lTce7WrfXYlG4+4Ipa2F0/D7AjhQcF4JyUzorRQFuHMr746wcnINO7LbIBYMX2DEI8oLj22xxB9NYi+a+As3q7CPyKOlLx0qh69wCrrJTQj2+ZMVH6Xs2dqMG5qiY48TVRZN30PdkwcpkeEpaRKTktnejNJaOmn9/w5sivryI3P49qU7mfTD1/2uXfYIY4OdBDk7kNKz13Grzbi7R9ITHoVVR13WZQNEeXiyjEnF0rqLxDpH4r7KSFddqflgZFHvSX4BIfh7h9Oz4SR2dvNnPEPxS+ujP5b3UQm1KPaXmiWH/cQ5lvBwGg7MXn5ZNT087ivntiqWjovXiYnt5CYxEwS0gooabjCnZFRClOD8AvyJaXqEl3tTXifcOKEfzCx4QE4BSUz/GSOisRAjh93p6RnzqFkbTdQ9/hOFzW9D+ksL6Fn7AE5MTGc9nHnuF8k2Slh/N0/fkHr+DLDF9L5+qgrXol1jEzeIS4gmFPeHrjHFNB97RatveM8Gazg0CFXjpzJZNRg37Q+p6syk1MxNXT3tRISXMLozARlZyPxDQqipu8elxqKOXHMj+ziKlKTIvHxDaXhnpa50Ta83Zz57ef+3FQ6ni93tq2judOoekRsiA+ZNVe5N2/CpLhPiPdpXE644J3egdJqojYnCL/gQCJya7h87TZ1DU2kxsdxxseDg95R3Fx4e3O6s9y98ntXUGeeoqy1j5udrRTX9Ur94+ldW7tfKs3l8oy9fnOvx341PZZiv07uAEnDDTGczmxC91OCuh309JQEElTa+6OAb8eg7tV8PD9YgX94LGfzMqh+LGK/XiM+OYrgsyl0SLFXO4hNiiQ4JZN+EabrfjlBxduxX+V3CUnN4OHKFjMDRUQkxRGUWyGF6brXGkt824O35tvdQJ1R/oz4sEhOxUXTM7ZIeWE8LSJM2GQ7sUlRUvkDGhEm7DyRSTEEZuQxYtlioV+se71SOZbpXnwzilgUYcI6M4lMjCO0uFFymH+1Ooz0nj0fJswW+1VrXkW7Yps8xq/V4u1zmtrrE5IHfinihIg68R6XdPDCkdNH8xypkX5E1t/ZdWfhaGKyTRomKgJSaRqy7TT3ykTyLjp2BXXaSWJD/cjoHmewI51EofpZWyQlI5bLs2KQTJHsmsWTlQ1ac0/xF89IAk+fJLb8Ei01WYTnlZGcHkO7FM/uEuEFFQxc7yMhIpqIuCKu3b1HeV4kiS02letIaw2p6TclUOfmfoRTYTEc9vSma3xnoG491Znh+JTeYGKohrCyS1LnbiyNpOCGAtPqBjrZMy5cf4RCNU5C5Gnap4TEZJlM1xSuLVkkiY1xdYOr1SnEZnVzviqGzF4bCF8cu4zLmTAuPtoGZ6t6ys5GUVxzhayCOLqfGrg7NMjtRQP32+IJLLaBypHLZZwJDKbz4dvt/i5Qp5q8iYdPCBfuz9BYHkPV2HOssmuEZOYzs76FeuIacadr0G1qSQo5xjG/ODy8PCi5cI2ygniSC4qIzc6yBZjuLyC6tpMbnU2EB0USl1rFqMwRKH41wb2rX/yU73bj2f2+RqJSKijLTMY/K5e0tCISEtOITi8mKT6S6v4Z1Op5+ltrcHf1pnlEw/hADaEZPSjmbxN+xo9vvtyPX3IpAYe+YL+XL99+/TVOPmGEpHdIam5Rb4t2hoq8syQmZ3Hx6SRtJQWcDU+ntfMq5cUFhMRkEZ+SQ0p6Jv4RWVwbX6CrKhPPMy788bAv4aGRZFT3UJWVQEb1ZSpKi8kurOLMN/vwTiqgtXv8g0BdQ9JxvjgZyqEvP8c/K5/T7oEMLpm51nyOwJBYwrPamZq7RWjQWZ7JDJTknCU8LpKTPpnMGU1UZ2cQGJ5MbFoBMXEJ3J430FKaQFStbexZN5/TU5nEn/Z7ERadQMeYnIGKOH7zh2/xPOPK5/tP4u4RQmnXCI1J3pInfHe3w/z+UAKLmy943JzHwYAC5kzf3bd2nTuVY6RERXDUM4acsnxOBZ5DptOQ5B9M+cAMQ90VePp48rsvT0qxX+NiY3DxjOShwkLHuSxSztujL3w3DT9l394N1ClGGjjw7VE8Tx7l106JktS4Pe2Erd2/+B3+5x/aFnIRv9Qlm7HtTad26TaxrgVMbYOop4ONHPON4/rM7qr2H7r+DiV12/Tcu3yOo4Fp3JXtooLcAf5+CLreBeqUz67j4RNKx/0Z6stiqX60hVV+g+gkEb84ga7FLawz3YTHRxKanMp1AepGa/Av3AZ1siEi0tJt8+3NSgJjIwnPL5div95vTya6+e1QdQ5B3YaVptwYMoqvUHougcYbTykviKV9fgvrdNfL8m8IUDfWTEhcJGEZ2Yyat1gYKCCkvMfWF55dJjirkIWNLUYvFxIUHUFMaaMt9uv5WJK73tYc7eTxbvPszm/svz+apE7EftVZ1jHotdwcGUO3ucXC5SROJtaiWtuSPJJLoE8Av++41NJp2tdVJBb9Mpmx4SR1PpaYZq/Qm/ddJ6ZNE2W+yTT8zCV1Js0cKZHhZPbabHgeXSngTNUY1vU5UuKDGTaIiXOCJOcMxlfX6a/JIndgFevGHfxDI7l87y59I6NkZSdTJXZDj5tIz0wgIDqJXhHYebSUM8ll3Ll3g6gBLawAACAASURBVBtPFRKv77VUk3S2H+vGLJHRBSxtbvGoPoDg89sDxWqgJjuBgAqhorUFPnZJbpF+V5/1pPGpTfWlUcwzqRftqiM9MoS2bVCX7nyWvsVXdjh1KV587ezG73/9D3wR18jMgyF8g2PpWdihQluXkex7kINOx/mnX/0jp0v6ebpgU/ss9ZYQlF7D4IRtNzTdGsbpAlug5Z39ZbeBo3w2hG9AJBee2Sa7+pIkMgdXsM52Ep2eg2JjC9XTPqI9KzFumihJTqNHvYV1rJhTCcXcuT/IzQc3CEnM4q5li6cdaWTmp+IZlS8tCA9qg4loenvnuJO2vfp7N57du1JDfPENBgo9+bNfFg3t7cTEpJCYkUNIaByXp7fVc2OXCYwo4olpi5nhdiIzisnwj6Wmd5TGwlROR53Fff8JKgfHGOi+RHVJFn4JTahfLjBWas95818/jZHsZMYaffj7A5Hcn1igsSSX0NhMYpOySErNJCqtgNzUTCJDqrj7cABfvzAC47Novf6YC+fLaL7+iKaKEvKqu2m70E1BciRR2W3SxPsm/x1J6lbU9wlPzKLrxk26mmsIPHWIY1EXJFA42F5DSFgcsSX9LM5fwz+0TBoP7WUZ+IQlklgqgsA/py4/h+CodOKTMwiKyZckkrdbcwgrHrKNpc1NLlQUUHDx1c6+Ne40R0LOMTx6j+aaGsLicrj6eI7qUA+8MtoYvnuL2rp+pmUjxEdGcV/1fmDK0dypWJpkRGFT7V4ry+LIMT9iSm2h0SrSkohJziHWJ5fbD+8RHhROQHw2cQnJRGRdlOjvri4g9WcN6lZpa8olqaCb3puDnA2NouXGVc6m59J1/SZdjaWExucxK4Cc6SHxTlk8tIO6xSGinfNZ2HzB/M0OTganMKx7v7Z4s/9932fHoG6Dh93ncYnI5ek2rd83/w9JtxuoUzwdxCcgko4J28nj2uIksoasWGe7yMxKIjankLpnW1genicrL43wjEK6l7dQDuQQsy08sFqfERCXwT3LFo8vpJBXXoxPcjmzm1sMlgWQc/V17ZOg2zGo05Iffpz9zi786z//N05lNZCdn0XdxBbmB7W28tMLuSzfQnGjmOyiHAJTirht2mLyQhxnGwdt41Z7F4/YfKn8W9VRFFSfwyetVsJFl3K8Kb3ztuZoJy93m2d3fmP//dFAnU0StyEZiFYXRXPQyYcjHmdoGJzDuL6B1uwoJJjj/9QGscC/DuqmutL4v//Pf8ElOIwz8bmMKl9/b6+go4nJ9s5EdWgmrXdsC7/9+718F3V5k76xpkj+j//nf+EeHIZfSjkj44+JOXUY15MnCCuwGe5b1ydJ98jmwdoWmoUxYk95cszpKEl1N16GzHrcV4frUVeOHD9D650pBjuKOOh0ikNOJ6m+8WoBEeXfb68jPcUGih7UlXLkhCdfegS83HFqx1r41X/6B/adCeFMaAI3ni1QEuOF0yl3nCPKWTCquNwwyJOJOwT4HMfD7RABZy9t20nJyPbM4JZyDc38OF3tI9s0btBcFk/NfQWNoZ/zf/3rt/gHhZDS3M+DoREGbm3TaJojK/csA3N6us4ncdzNm2+dQrk2Mk59WQxHPf054RPK1advD6LdBk5T9H7+t//xFf7BIURXXuXB7auSyu74UU8KOh9Jqgr5swESfaqkOszd7OKUqyv7j7tSI8wNJACyQXdFMkdOePGVWxT3Z6apzQ1jv+cZvvYIYGD6x9utv9mH/prn3Xg20nuexJLrLM89Y3B4lsH+VmLiUkko6ube3Tp8j3ng4XGSpOQ8wuIreKTbYuZuB4kF7dRnxHMyKJLj33yNd/kAwz15nD4TibdPEhV1NURntO4AdVvca4rhU6ckyZxg4UYxf9ofiWx9g+bifKKS8jibnk96di6xmeU01bUQ7OVNUPhp/u3IGSIzimgdGKO9voKWgTFa62ooPVdHiPcJnF1Pkdlwe/tQxuuLryNQd7chm6hC+2bBQqbPn/j7fVlS/719qY7k3Dw89ntTe32UloIAvnHxxi2xhM7eFpJyRboNmoqLiIhLJ7v+Btea4th/1JvDAYn0z9ptbjbprC0mu+lVfE759C0S/XwJDAkkNbeGtKxCLtzXszhxhYhTPgT4+JNZd4/umjD+yydf4xuSwa3F75bGOJo7FyeGOONzDC8fP9wC8mjuqeXIZ0ckyZxbRi13xsZI8PQiKDyI3+87SXjOOVJTM4nJaZe0KVfqSl6j/a/pex87rSNJnVH9iHj/GAalzfIWC8OV/P5XvyGo6ub2ONeRFx1Dw4ge6/oEKR75PLKDOtkwSd4VqDbXSDv6L/yXPzrhFxRMRttdh9Lgj1E/h6DOuozfZ3/Pf//aHb/AIAp7xt9aZz4GLbuBuvqIffzvv/pamt9jqnoZGbzMKWdxcMKLqoFpngy1cfLYSQ6LtWpkltGeKpyPefKtUyDdz2SMXbnOvTkdV2pSpfn2y5NRjMhkdBREc8j9FF97xjOqeHstdQjq7JvHdR2l+bFcnFll5kYdJ465cei4D22js4xersDpmCf7nQLpm1zgRlM2R529+PpEBLcWlQx3XOOR0kBLfiQH3U+x79RZJuTL1KYEcsTTiwO+GUzp320Osds866hdPiqoUxtX0Fg2MBq03Bka5ub4MvrVF2hNK6iNjgHcm7Ff1SJOrATqXp9UDUYNE5OT3B15wJ2xSVTW19/bK+toYrK9e4FWa0Lv4BSkPe1euzsCdXq9imeTEwyPPGB4fFayS1MtPf3/2Xvv77ay7M73H3lrzXrzZmZ51vOM18zrsf3ssd22u21Xd792d1erqlRVKpUyRSowJxBMYE5gzhHMmWIWs5gzmAPAnBNAEiRFib983roXTJIANaUSJapUP9yFC+Cee/bZ5+x9viftL23dA8xsH+rk6VOWl7XHp07nZkdp6x1/aR/HDqMDStoGpsR1fuHwxJCyl/aRxVccjmZri+X1o05hm56eXrqnT5YPN7e0qNRjdHb30NIzwOzWAZtrU7R19TIinmrdYWpyRXzv6uwIrd39LByPEPdZWdHLqt3UMDm9fry/Y0OrZW3nGctLU/QPDtLa1YNyapGlpXVmF49m9p6xsqHRl+HpFsruHromD5eFdzfo6u6md+ZE1tN1bMxwlpdnGBgaEvPrUi2KAwz1SB9tSvWxDrd2d1ha2TzcBvCM0WEl7cPzL+puZ13UVcfEoTy6FVFH3UbkOS3bRb03pjPN9haLG0dt5ADN5iaLa1oWN/Sj78mhflq7B0XAtKHZFE9wbuq2Wdbus7WzKtp1R98YC1vCYO0p/T09dI3rgfjy2tZxmxD0sqnbZEmjP1UqbMbfOGybaxtaMZi0sMdXuBbXhb25z5iaHKalU8ng9DLCfl1hVWFduyl+rmm3RI7Zpflx2pWjrBrZ62QI1K0sr7G8cXJqe3V5ifHZNbENCDazurXN5Jga1fIOul0t7T09qFYFZ77H4pHMGq2opxXxlK6Ont4eBmZfDDq6od1kZfMkH0EHyzNqWrv6WNx9jpjX4em+2fFhWruHRcCrWVtmYHCI1u4h5jZPzXIfdVwvfRrznauzo7R09jA6t820Mg8T82CaOnuZ3NAPrOdnx2nt7EWpmmdFCDC7rmVpQ9+JGpL9orZtQ6Bua2eLuTnNiV3vbTM8OM6s9kSfa0sbLGqE+tkX/e4R1/T23i7LK1ts7j9nfl5N30C/uMezb3r1vYAoQc8GQd3eU2ZmVSj7+kR5hmbfzwDTGKhbXppmYEjv37sP/a1quI+2PrU4s6Xb32G4X0nb4PShn99kQOirRvUrSUuzSyxqn6Pb23jR324t0dHdS4+R8r0W1O0/Z02jOdz3/Wr+/WL+83q/tLtBb08vHWq9n1+YWWJZwCfbyy/kv7kxR1t3L/0LL9q3IXsw5mcNPXsuoG5xTcPcygYzS+viNbuiRQBnwt642WX9b0f//anP6cV1FtcNd8KGCvTyb8Yc08vPfQzfDYG6j0Huj0XGNzGcj6VM5y3np6ozQ6DuvHX9vt9/Ft+5ujhJx6Aw0DE8qP6YfzcE6j7m8giyGwR1H6jujIG6D6Xj14O6D9u+38TPnguom11aZXxqBtX07A++hPfMr5yceHzTCj+LY3rTd36o538CdedrWG9iOB+qDVy0fD9Vnf0E6s7XFi9CO/8J1J1vHf8E6s6u3zfxs+cC6gTOQMHpvatLWDoRAM3bXD8m/sIfU1nepi7PO43ArfeTjt/Mzj5VnQk+SSj7ebfJD/n+T90WhJWlH9L3fMi6M5a3UCbhMvb/+/xdsJ+LpN+LXN+CroTrLIOdcwF1gnKEoJXv6hIamoBU3+Z9giLeNu3b5HeeaYSynOf7P/V3CyPHn3T8Znb7qepM8EnCTM6P2WZ+TL7zbepJs7MnTky8TdqLmkbgshWuiyCfYD+CHV0EWQQZhPq+SPKc1ovgZwXZPiioO0vmZ33mSNFnff70cz8k7en3XIT7s1bqRZD1Y5ThTaa4P8bynYfMn6rOflp+PfvS0Xm0u/fxzp+WX8+3jn9afj27ft/Ez57bTN0rRqed5VFpEaozBL18Oa0hYLa1u0tFhj92TlKiq0eMIliDaff2qMwKENNGPh4ymvZlOT70d0Ogbmt3i0fJXmJZUpoEBoOnFMe7YevkTm63sIH5GWtrk5TnPGFSPGG6xaOkAGwc/agYWuGICkk7P0iYTIqtZ7wYXkK3NkaQTIp9WC7TR6dohZOGOzqGOlqpqjvktpzuwNlRin3Mo2M+VeEEosCzauskxTunTdRvR2mU+D249FRcwb0FUn09sHVyxi+hgsWnz1jXzFGZXcfYqVOER3pvqs6mZXoP7eo4kT5S7FxCaHqZp3B3ldLSPFS7B6hbSpBIpNg5+VKj2maq7zGOEiny3JbDE74vGpUxw9GsTpIQJMVO4k+NehedbpY4Pym2rhG0zOywvbfHtHqAssJOffiLzSkifKXYeMWjXDhiAjhgrr8KVycptpElYkiO1ZEGJE5S/LKajQbPPir7Rf00prOlkXrcg1MZWRd0vE1hcgy5rWqRQWb79MbsvWUqq1pRb7z+SP9R+TeWximtVh7GjntOe3UujePCQaodihUKSvsEZo5NKlIVtKi3mBrro7y6gfIGJQvbu2y+AU3WUZ6GPo2DOh0VWSlkd8y9tV/Z2ttD85pT+aquCpykzqLNJ1SfX/gJQ75T0IWqvRR7J2ecQlIY05yc+jSkp83dPTQ7r3/GULqL8NvrQN3SYD0hKeXMH7dlHZXZKSIXtSj73lNWltSU5TQz+1SgvttjYXaE0rw20UesTXYS6O4s+lvl4vvTj7GDEsLpfdVAF+XlfQZ943nUhzFQp1mZID5Q8LeB1E7sodueJtZXiq1bBO2LB+hWhwkR+iqvRAY0B+hmO/GTSrENSGf8MNSMIO9sXyUugr+NKtHHye0sxMFJilNyrcHYk0J9C3b9Ylmfsz43QJiXkH84HUL+K0MEi/knifE1t2c68BXyD8wQ+9j10TrchXzDi5g7FZVD1ZaPvZMUaYqeymykPlXsE72y9X3ki/merW8ylOa9gbq+dAn/41+v0LryorCGhHr5N0POZUpZjSQ4korKHCyszKlUG+4UDKWd7q/BKTiC8sf5WFo+pFxlOO3Lcnzo74ZA3VhXKU6hsVSUKbCWSMkoK8dSEkB+djQSj3BGV6YJMP+Cn/3MnIG954xWR/HNVUcysjMISM5gWmx0exQmybELyiYlyI2o/FLSQ0KQhGcR7G6Jf1rL8RH+/ppkfvOPf8ctNyGu1g7R1td44F9EbIwv6c36qNgbUx24yuUUVlfhZP+Q9PLHSBxlZJTkY2dhR/Nh8NO16XoefCGhuKuHDuF4um6WMMnX/MV/vUaNwP167DAP2Bip5Fd/99eENizzpDwR75RiSuLcsPBJYPo4HMoBqhJ/fvbz39O8uU+JtwyJfx4t7b1MrCyQFBVKcGEJAVYy8ttfpYczBlAaypJxj8uhItUfR/9wUrPTsfdTkBnhiU9SKWp1K6aff8a//DEM7f4zKiJs+c4qkrSUcCKK6vVx9p4uEeTphn96Kb5OduQ31SG3csU/pwi3B/dIa5l/obyny36R743pbLA2hP/zP/2KgoFNdNsd/M2f/Te+dVdQXt/3kkMdxs7Kn64zBmFdGyrG1CbhMKbhAVVxNjxM62BbN8Wd//UzTNJa0G0OY3r5LuGFdShiIrBxcMPePYysykaGzkCPdRZ9GwN12oURXK/8JZcCGl4IuyK8c2uhg5DYqj/Zac6MdlLacDhoOmUDern2KYz24o5UQVV9IQ/N/Gmbe9FWziL/WZ4x5DtXp1uQ3HEht7GJaO8A0upetaPT71b1tVHZ/vHEAj0t++tAXUv4Tf7+G3PKR/W631wcw+3KX/JH/3q2nx6gXRrA5dbn/NXf2jPy9ADNVDtWl3/LP/ybN0v7exSkhyHPekx2qB32EQXHoZFO538e98ZAnbqjgC9/9c/80USgOnzzPvptZDUM6p5TV5qILCGPihQ/JP4RpGSmYeenICPCi5CUPLIyE5CE5JIU4EJsbjHJ8RG4xzwi0sOOsKIOfV/1dIFAmSsB6aX4ONlT+KQOH5kn4XlluFmbk6989cS2YVC3Q0lOFL6KUh7FuOIWkUxiYhxOYXkkBrgQl1dMcmwYsphHRHg4kVpRQYQ8ED9FKQFOliTWHk447UzgKnEW83e1s6O8tQFXqTsJj0qQWFpQqXr9fjljftaQ3s8F1AmbH7V7z0T+VyFGj3a2H3vTa3zj6Enj7HM996vADXvG62if0wsFOKYNW8Lb7hY5QyczIqefM+SYBKJ4/TNr+NrdJGtAHzvrdLqLeG8I1B2X5akaLydzZMFyPMpUIt2Wv68DtXMHbO0N431LzvDOHpmhdtyLa2JZe1pf24QGu5E+LrA/5COLTyAnJY3kynYeJ4YTlXcykhDW+dtyFPj6N7C908d35g6UD62xcQpYnQ4UneJngSwoEPuEQ+7XCGti6wepL+xgbPAR//6Lz7FydqWoRx9jaHtvisCbvjQs7rAyNUhZcR+6/S3ifZ354vYt4tv1cb+E+tH0KjCTBqLaOXRCa2rcLO/yja0LnUvbpLib8eurVrjGFTKnO6zzvSXCrF1QtJziZT10YsYM53hmSV2Go6MDLkFBJIlchI+RBMqZ3HvO4lA1bvcVaPfXcXYwR16lZuUwVpjYlrYGsfX2RynMIFYG4JtTSmpwBEXdQ2T5eJHd9fYzOx+yrRrTWU9DEQ+umCJ/MsBMax7fm5jiEpRJYc0AGzuTREsdeGDhQElTE14STxycLHhg60LTzD6DtSlIZF5IfEPpWXnO2tgT3N098Ywqpq+/Foks7Zj7daqzEAubNNpHqpA4u+KRVstEWxF20SnU1DWREB2DiywAd/8YMipa6OnrIzHcHWeZjJTKdjo7W/BzcUQiDyc+wh/HoCTUS1pKkwOxsXWlRHnS3k7r2RioG+2pJzmvjPSYFNrUExSkpuLpZouVTwQZ8Z78P3/1OY9G11C153LX3AbvpHqmVtUooqKQOtriHJVPh7KfyhY182PVWJnbYOebw8xxvLx9ipPD8E7uZGl9HHdzOa2TszxKDMZZ5s3j/ik6mspxsfcU5UiOlSN1D+TJzDNmlaU42NljYhFClxgf7/WdtyHfuT7TxMN7tjweXhdjC2qXR4iSB2BlaU1AVidb+1vkxLjhLPMgPLuSjt4BSitryc5IQ+Zqi7lHFIMii8zr8z6t6w91bxTU7c6TmllEQVYqKbmtYl+i6tXXe1pUPK0iyH6OZq0Hj2OasOcsTzXheiuC8f2D40HyTI2ce95JrBzX7/nqxRioE/qRobp83Gwyjyn4zlvvhkHdiW5048U4ODggDZKTPCDQhNXg7euMvW8QBQJN2FgBXr4u2PoFU7N6gLYzFoeYPP0geqkTa58gMfCzuiYUWYA3lsFJIvtRV7YTXkVCv/Kirg2DuhN51rsV4kybQANWKHCqj+bh5esq5l+7doC2JwWZnwwr/wi6dw6YqfbHWVEt5rM9Wcs9vyjmBO7XQl88An2wjsgSV2iqEmwIqn794MiYn325DML3cwJ1eu7Xte19trdXSZOHkphVTmBMMLUCEa/AKLG1i8A6cZZLOHhxDF5eqIgtciKkmPhlsfwCqDipLEOOSa+IbQqiXLjjk86SkbSGFPYhfzMI6kR9aEgJdMA2toKq/AB8y8bQ7c3gGyijTCXoQoXvLTkDAvdrmBmffWPKd1e+J6y4k6aaQpIKiwkMdKbokM/OPiqd3u5m7G9f55Z5GB1DaioeKcho1M/EdeWn4h/QqOd+vfMV31y7y+cPXOief3EjZ1OOnOsyBS3ViTgnloiNOzvOjbAaNTNTq8wNN+AWoqC2IR8He1tqBEMRuF9v+1E3u41Wq2Fiep2uqnSCIqrIzQsksVVPfL+1NIStxX0iHg/pHeSejtLEaBKzaohNDaFtZpvi9HiiylvJDLfGLbVOzL8x25OvbtvTqH41TM5rDWdjElf7h4QVNpGRICO17zm6uXrsAiMY3ztgZawO2QMFq/treNt/y+dXzPji5kOKWkaoKM4kKycNd3kgfdsHqGsjcc6so68mh1vffo+Vezqq1Y9jYPFy+zems87qHJxlIQRHxOAXGY23lxx3D18kAclEhznjF1tKY30picFybl27hTznCY9S/JGEP2Fp8gkSS2su/eFLHCNy8Xv4DV+ZWvLF519y29YVSWDhccejWRwk1ieQiJhQUjo7SY9REOMdRFrBI6LDw7F1CcJD5H4NxMJBTk3/NKWKAMzMb/C7G/Y42ztgK4vGW2KFxC8OT98AQqOSufvbf8fEyYfEnJ5XZtwEHRgDdaURD7jhEoXN7Su4JCRj+s01Uqo7SYnwx8LaEROHSHpUHXjY2pD9uBkXd1e8gj359oo1lR2d+Ms8cXQNwE2eTJCXHQnFzQS42+H96GibyHOqktz5+b9+xfU7dwmrHKStKJzf/f5rzB7e4PMr97l39yHS8EKSvCz5zeUbmNy6zGfX5ag2lqhJ8ObnX9rTu3o0sD3xlS/XrTHfqerIw+S7m3xtHkR2YRLfX3WhpumJCPZyexdpKo3hnrkpv/rKDKlfBK4uzly5cpfchi7CvF0Jyj2/JeOXy/BDvhsDdRuDhdwxt8NbasXvLIPFpb2qmIf6er/xR5wfCYPqA7Y1fXgdg7oD1mZbcT/F/bo21YbpfXPSWl7fof+QMryc1iio2z9g9Ekh7hcA1Ikyr6txsTcnvLCJtAQP0oRB9EIjUk8X7GUyyoS+Ql2Bo0yKo7cvTwTu1540LCPy9DONM004BwTo/W2TAktnJ5zDE5gSQFVRANLsIy7lk/ZvDNQJ8mgX+rG2tCSlopHYaE+KBRyjKtfn7+NLo8D92p+v55gNDKZ364Dp+mjs4g+5X4fKcAyOZHr/gJ7KGKykjrjH6blfq9I98Cp5lbbsdN0Z87Onnzm6PydQpxWjswuzN+vT7dz56pd8ceV7/ubv/w5JVi9bwt6prT/N+XrECWuI+1W3t0NJilwEMpsvAL2TShIKadAx7e1SqpBjHV12SEH1Ypoj5Vy0T4Ogbm+TvFg/JMn1oiNRlsqxyhaWbubx97IVG7tufxSfm3IGdbuUxnjgX7uJTluPtcSZ1Pw0wrKL8Qn0JlMtkBQX4h0oEzksa9YO2O5WIAmKJzszkvhqfcfSmafAx68e3d6QSJKu2j+gPcUSx4wjou5nNBcnct8/lQWhbkZyuS0vFuXLkt8jRXm4ZLGpPdT/PmGeNmT0Cx3NPEG3fKk5xf0aJ/mKf/vWhN999rf8QZbL4twUAR6uJLToZ/fEetqbwv7aZ1y6eot/+uf/jUVCE0vb+r0qmrYkzAPTUK/rQedgrhNWMYe8tKfajjHD2VqbJNjbldDqSbEMadHuhHcLI8dKpAFycc/M8nCNOFOn2V8nSOZGycIBmx2RPJCFkZ0dT2JhLva+IfTtHzD5WI5PmD82nvHiyK07ww3PwldHjhet/RmSx5jOOh+nIouqpVJ+m8+s/UjKysdDFoh3oBwLG2+eLOhtTrvQjqNTOANbB8z2lOAclEyKfxDyuDyC3J0wl3ry3a8v451ZSEpCHJHhgVh55R2DOt2elpREK/7pc0/GN3S0pVvzy2ueNPeMkpUQgUQmR+YTjE+AHGe/KJISU/ByDCMzT8EtMzscPOQUNA5TnJlI7pNB8lMTiMp6TJYiBU+ZG6FptQb3OxoEddtqZK5OBERG4ydzxdzclHueeu7X9tJ0HJw88E5uYnaiCgunLLEtVSpCeWjrhofI/XpATlQ49i6ByLx8sXRLFJ/pK4vBMeKIhmqfouQIgrNPgFGWsym/ueVJZl4ekRGR2LuGUjs8RZLNLS7bh5GZnUFIdBGz2wsk+8moHD3bHi5DvnNDs3EY1f+A8qgArt6wQZas7yAz/bxxl8cTJJWTmpeDqZkNDt6heHj5IpUXiWWpzojGP/VVMnVDbetD/2YY1D2jpjQWc2t/gqNiuHNbwpPxIYI8XfCPiMbP1R4rb4V+JlmjxPMUqFudacHtVgQTwirDRA8SZ3dyB1+/7PaudfA6UDfSUHAhQN3m6iRBXq6E1+pXU1Ii3YnoFfxtFf7+rkgCQskTQNVoLv6BMuz8wxH6Km1bFJKYArGd6bRKLD2C6H96gKpSjn94EA8DkkV/25luj3/poP65U/7fGKjTzg3h4e5KcpdA1fcceZA7WcIEyEjOcf6168JMYSJ+wb5Y+kXTvXfATIU3bmn6yQTdQhN3PaPFPZidOR4ERARjEZIlTkg8jrEgrP71KzXG/Kyh9nGuoE4AZSsarRiAuP9JPrfum5EuKGZvjyPAdpZPQ6BO/TiE//Kf/h7r0BjCFPmMrBkeeRpyTJPVEfzZf/o7LIS0KXkMn2HUakh57/s3Q6BuMN+D//hnv0ASHktERhldnQ1Yccp+sAAAIABJREFU3n+Ap4cjNt7JzAqNdm8I92+96dp9zrSyDmdLN5yd72MXmnO8v6khN4q7Fu5IrGxILq4nK8GPO1I5jha38M97cVTTlpWIm4uwnPqUqrBQrN38uPPAlKxO/b6wjcFH/L//9WdclYUTEaege3gAma0lLgFemFj60L+yTmt1P/29lVhI7PD3suGedRzj4jLqND5XZNTM6Vifn6D5yQgLK8uMqkYIcDHBv2KYXMkl/vM/XSc4Op60um5G+0fpUk6zOD/HsLIGK5t7ZHeoyUzwxNZbzkMTGzJL6omOcsfBPxIH2wekNOhnHU/XoTHDKZB9y3/468sERcWTWN7Jk4os7plLcbGxwldRKwLT+f5KJDeiWdp/Tk9hBnYOMqwtbxNUcAR0daQEufLQNYC7D+ypamnEX2aLhV8IJvdNyGh/vVGflvMi3RvTWXtpAk6hNYx1VpKS3UZNVSZ2di5I5NmUFsixsZAR4OuKp9SDu7bh9KweMNacg6NfEqG2Etxi03C+f50b8jyKkmR4hqcj94kgKioCK1n68fKroIu6hIf8xa8cRSosdbknf/Gv91HrdkgLDsDayQ8nd3/cPX1x8AolKigSy/vuJKcH8/srppi7BpBR1UV2YgRpVZ2kx0cTFBSLk4MUO4t7OAQVvpDXke4Ngbq+ghAs5foZad2+BtnNv+f//m2Q2D4achPFJeXbVxwpbm8nUmaGlUyOmZsvcekJSP319pQSHISFrTteMcVkRtpw30mOqZ0jqcf70vbJj5Pjk3rUrp4z3JiF1F5GQkocYSEJOMn8yW5fpq82CYkkgITIUEKSminNcOIvPvuaoJhcehdPb78wPKg15DtVveXcc7AhKDwCSxtfQhIjuPmNJYFhftz2CCWvrALJDTuS0hP44tvb3JfJcXGVYeutX2oqTgjGO+VFf3Kk04v2aQjUaddGcLN2oOpwX/BIVSi/+bfPeBhzxPm7gI+dPXn9WnS7/bh860/P4UrQynQjkqvhLO7vEfz9P/Hnv31AWEw8mQ2Hqw2nAMZ56eJ1oG6oNhvJA8ULvMrnJYfwXmPLr7muX/Mf/uZrvb+t6KS+NAMz0d9aE1nQSG2pgntWHjhYWJFS1UpZVhT37X2xfGBJavMQY229DM0tkhIiE+3b5J4dNf1KYn2csfIK5LapLdXjr67UGAZ1+8Tc/zX/5Ze3CImJJ7Wun/LsWO5Ze2Av5F/dSllGpJi/xUNrCto6yY4J4KFzAKZmVhQp1Qw0dqNamSfcQ6LP/54TrcP9yF3scPDz5/Z9J9rmXr9SY8zPGqqfcwN1AlgTuF+XtTts7B6wqV2na2AI9eoua5s6/X/C/2e5DHC/Lk4pycvJJUmRSlxOGapD3sGXC2nIMS1N95Gfm0uyIpXY7DLGP5I9HoZA3ZyqkxxBDykKEgtrmds+oL8hh7iULHEJUtTH000Ge1SHy8zP6WwoIl5RzKh4MvHQoW8tUpqdSnxOLTOCE9qapSBNQXxhyytL20uzMwyO6Hk4dZvTpCkUpNQNH498NpbUlBTlkZKaRmxaPgPLB8wN1hCfnEpp/wq6pxq6mkbEafKBxnziUtLpmj/qZHQM96hEDsuNpRk62tXHy1+zsyomNp4y2lVBenY28ckK8lv6UY2o6Rs6lGf/KeMTKhaFPSprarKSFaRU65fQNhcGSUlWkNlg+LS0McMZ6akR80sQ0tb2odFtUVuURnxGBePC6Sth5K1ZoV95xJurpbwglYT8phd0p1kYIk2op8c94uyPZraH5GQFinrD8rzcli/id2M6W16YQTm+fNwmFudmUA6N0Sfyt+7RkJ9JXHI2Q0taxkYnWd45YH11jsGJDZbm+vTtOb2AztltdHtL5KYoSCnrYGlbS//w7Asz7GvzKjoG1aJOtZplBnqnxDajVqlRDqsZGFUzOKZGOTLN8oaGppp8YpNSyanuYFA1yeSSlqnpKSaWNExMTTOzrKWn6RFJGSXH9fuy7g2BOvXgAAPj+u0BwvOjPS0UNwyKo/GFuRmGp6d48qic5tE11haHSUhR8HhgBZ1uBeWonlN4Qj1B7+AYI7ObbGumSE1RkNesPtajMFMwPTXB8Et8wQMN5cQlp9Mzu87k5DTqZf1seFuZYF95jGqfMz/WRUZWNvGKRwwe/v9yuU5/N+Q7hf/7mwqITVJQ2jrN5FAh331nR3SSgoYxPWdod3MpcUkKUkuaGJiYZnBERd+Yngd5ZlqQ/f1wi54uy9vcGwJ1m5uLdLYMH89Wbmtnyc/Mp23yiMryGeO9QwzOClzUWwz2qI/3y21ur4ttU7O/T3dTMWlZWaIPK2obP95j9zZyvkma14G6teUFBvrnDM5Mv0keZ33WGKgb7q4+8bd1/Wh0m9QWphGfWYFKiMSws0SJ0Ffl1jEr9FXaKfLTFCQ8atUP7HoHGVvcR7s8rPe3Vb2iftenu0S/kmrE/xsGdc/paysjPVtfV/mtara2VvR9ZW49c0L+mknyUoX8W/TRD5ZHyFAoSKzsFXU52jHAxMYB67NdJKYoSH2iX2pdHGsS6z+nXb8C9Dq9GfOzhtKcC6hbEgi0Ndssrm8eXloWNnRs6PZZ2dhkYe3o9z/9KTwrvM+Q8Gf5zZhjOkvai/aMIVB30WT8mOV5E8P5mMv5LmX/VHVmCNS9S71ehHedxXfOj3dRVPvqrPdFkP+HymAI1P3Qd37o9K8Dde9bNmOg7n3LcZSfYVBneBb7KM37+nwTP3suoE7gfh2dmGJ0YvoHXyPqKeZ+IPfr+1L8eefzE6g7XwMTTvb+pOM30/GnqjMB1AmO9rxt/kO+/1O3BQF0CCDoQ9bBu85bYE0Qrnf93rd5n2A/gh29TdrzSHPRQObpMr6Jnz0XULe4phH55YRTq+/iEjgIhcp/m0sIr/I26S5imh9TWS6ifoVO7Ccdv5mdfao6E9qJUPaL2I7flUyfui0IobSE/utd6fMivOeoP74Islw03yHU90Vt84KuBPlOAz1j9+cC6gTFCKj3XV1CYYTRhTA9+qaX0IjfNu2b5nXezwtlOe88PuX3C+3kJx2/mY19qjoTfZJu90dtjz8m3/k2fk3gSBU607dJe1HTHIG5iyCfMAsq2NFFkEWQQajviyTPab0IuhLaojEgd/r3cwF1gjM4nckPvT9rYQzl80PSGnrfh/ztx1SWD6lHY3m/yRS3sXd8ar9/qjoTOsefll/fbKn+Y7ONo47+Y5P7dfJepD11F235Vahvwa5fp78P9d+b+Nn3AurmVUrSM9KJT8mhY/rNDz0IYEYo1MsKHW4vIUGRQd+K8b0txtIK75obm2Jy5WJW4stlFb4bA3X9jQXEp6Tz5JAHtbsuh3hFNm3CycHDY/KqvgkWD4/W9zaXkZBaxNDpUC5bS5TlpJGQW8e0GFpER1VJBon5DSzuvui8t9ZWGRldOjmxtblE7+joC6wS8yONJKakkd+pD6w51VdNQko6HS8d3R5qfUS8Ip16tb5dTAw2kahIp2Xq1FTzUx1N5RkkpBbTf0gz19lQTEJqyYsneMWy7jI8omRh74CliZN21z2/z+byKKmKNIq7Tp8mPCmb4GQM6nhvmyclacSnljAscgtqqS5MJyGz8tTpyG1G+qYPQ8RsG9SdZnGYjNRUkquV+tObukWyMtJIqTmJOXZUXx/LpzGdbcyPUVzTfsh9+Iy+jma6pgzY/t4mA0MTLJ1m33hNaAetdhnlqdOv4wOdjC0J+572UXZ00iu2+V362tqY1BygWVugb2gM5dipmIavef9Z9S44f2El4tXn9+nv6qRz6vxOeC5ODZCRKfjTNOqGX6U7elWmkzb+Jv8Z851rswMkpqSS9rj1+BTom7z3Y3n2daBOszhBdevQKUotfb13TAqxzI70/Yxx5eTx6Vfd/i6jykm9j9hcoDgrlYS8BuaOGHGO0x2lf/efrwV12xpGBuZeOFl+UpZ3L4vRPWx7W9QXC/62lGExuoCGKsHfZj1GLZx+3V2iNDuNxLzD06faaQrS00gsbn0l2kD6ob8VWIE2ZrrFiBdpjYYD/RoFdbo1KvNSic+qYlKoqx0hUkSa2DeKp1+F07eH+a8KdbgySmZqKkmPe061jwNWp7rE/NMP818cbxb7yLyOV9mNXta7MT/78nPC9/cA6vbJ83Dm5gMf4hIyaFGfbvRnayiGnMv6RCf3ze/h7OWAi1seU4eA5eVCGkorHDXPj7Dl5//9Emk9K6eM8GzyvJzH+/puCHCoeiu472CDv68EUxc5tR3tWN83w93dDruADKbXZwl1uMr//htr+vcOmFPm8v2lqzhInJHGZDAjcr8+oyEvGhNzF+zMLYiv7aetLIxLlx9g62CHvLDp+Jj7UEMGl371S+7Kyo9DjTTHPOAfr0r1x8uFRr09hZedBfbePty28KKtqxk76wdIfJxxdslm4rCuNma7sLxnhpunhIfu8QxOKbH95issnWXY+IcweEjOPNpciImpJa721ngmP6avp5irl67h4CDFJT6H+VNOcaUjlV/86o80bT+n0t/1sN2l0zY5R1KoOybuntg89KVu+NV6N2Y4TeUJmDm64i95iFNULtXVj7hn7oiTpQVBOS1MT7ZjeeVz/r+vIsQj9d053nz+iu40pMjduC/15Y6pDVUqNeVySz6/4c4DRxsy2wwDzffVtt42H2M6G6kJ5P/4z7+hdGQX3d4A//Lf/jvfeqZS1ThwHBtRzHNvCAfbQLpPEXG/TpbVoRIeOCQfc7+WhD9EUjCEbncek7/+a+5ldqPbVWP5x6sE5jaQmRiDvZMHEs9I8qpbGVkyBMTe3O6NgbptIRL+1z/jUoiePuqFsqyNklfWe2w3L/x3qkOfHeuholnPSvDqM88ojXXnd9854R8s47ZlOAMr76ZML+dlyHduLA0SZOGEa3gYD29bkFI/81r/qRpop6b74+Q1fh2o64oz4a8uPaR+Xt92tjcmcfvmZ/wxuEXUx+byMN4Pv+Ef/lHKqMD9OtOJ5PqX/PI3fiL3a3GqP+auQThb3sErreGFzv/leniX342BuomeUr7//Ndcvpf23mQxDOqe01gWh5nEDT/HB0ij86iqKsTsoQQnKysiC5uoK0vF1MINW3NLUqrbKc+O5p6NFw/vm5Nce8SZvEFyoKvob2+b2VE70EecrxRzmR83TW2pVb2KQwyDul3KskPE93jYmuGbUUFFgQIzS3dszC1RCPlnRmIm5m9FYXs3OTEB3Jf4YnLXgvzOQ/vYWyLU3V6f/z0n2kYGCHa1w9bbh5v3pbTPX/A4dcLy69beczbFznuLWFc7TBzDyGk8imUm/PfszNeq9tWZuq0tLXNbAmpW43LbjW4RnLzqnA05JmFUPz3Zg9cNKdltH0/QV0OgbmNjTZyV0u1vEOx2H2lQCG4iTc08Ad72PJnfYXykAptvfRnZFWjC7Hmo6Bcdj2bzaDZhk9BgGakC9+t4AQGhvljYS4nr1p/8WtGeLKevrc6TG+aPm2e5OFO3udiP5Te/5itZAjOH4Eo7Uspt33Qxj6pkKb5BXtwNKBS/p3hakdIxRXfjCB3VMTxMbEe3v0OC3B6f0CBu+R8Gb9VpEGJatTWNkZsViFeNBt12D/JAZ6Qyd6R5+jAKG1oN2iPexL01Quxu8qtbtnSu7pDl7cAdx1BymvRx4GZX9OXIdXEluvrI+E/ajDGAsrS6qnd0a024OFkj8Q8moU/PKOEcFMzEpob28hRsTFPY3tfiZvuA6I6XdLc5hI1nIMqnB0xUygmKCuGauQut4kh0n0XNxzNjfLqTMaaz3sYCrv/hJjHtajYGHvGHy1eQyPOobBJGydtUpMQTFJFAz9QAfq5ygqNDCY5JY2zzAFVXGRHxSURnPmJa8CEroyTGJ5FS3M7keD2OrqnHAYFVjWmYOucyNNOK3d17SDJqWOx/jHlQPPUt7SgS4nCW+ePmH0dBXReDYyoeZScQFZ9MtVLN1OwUBRlJJBVXUl2WT2JBDWt7B3TU5hIZm4Fy8anYbk+XWbg3Buom+1qJjg5DHpbJ0OIana3tZKREEpFdRv2jMP7+n69TO7PF2nQX8ohIcmrH0expaaqtISEmkpSKdsZUY9R1zqBdGyM6IpL4/I5Tsyf7FCZHE/d4VZQr4L4vDVOrtD3OJypeQe+chsmJIdKT0qlo6eFxaTZR8dmMbB6wNN5CZFQ8UYnljG/+aSBoyHeuqCq5dctVpDsS9DA3O0FV+SPCw6MoapkVbbmqQNBvEkVNfYyMjlLd1Et7eztpSZGEZ1Uwb2QA/rKOP/R346BOS3ZCHKERkaQ/0s+yTw+0ERMdRlBIGoNrz9je2WKw6xHWVwLFwfTWtpauuiysvg9Dvf/8OKLDdk8892RR742q0hio02wsU54WjoN15nubfTUM6g5YPPK3qw04S6xx8A8hUaAJOwOjhFNsgd5W1pRYesrfAaPEM+ZXDvmf1UVInByw8QulQKApExklPERGC2OMEu7pekaJ7dlG7nodMUrIXmSUiDb/GBgljrhfhca9QqjMjtuekTjZ3yUotx3N0+esb5+N91XghhX36BlYftVtzxFkd5m7nsUsHXXsp0a8glMw5Jj0zmIHhV0A2U2vH2l+aMdyOn9DoO7o//osP0w9EyjICsS/YvyE+1Wg/tqfJOCOnvs1J/wev7lixo07luR1zzOhGqJN2UlwkJTCiQN0E5U4eXtibnOby9cecNXKm/ZJDUODPXRN6jsS5aMMfD0FTrsdiqPTUOSkEaDIPJ6pW+xIxy4iXQRClZk+yIvaifM244rJXS5d/YaoujH6WsepLwzAPVsAdVoSYvyxcbHjy1um3LxjQkj5IMsLU3S1q8hKdiWyeQOdph+fIG+sHO/zxfX7XDexoUh5GOD26TM6SnKISCwiMi2S3gUdikAn7vrG4O5kRlhJj9gJNmfL+MN3jrTOvroUaAyg6HWsI9HfBpfoXJLjvUgTKM0OuV9VewLtTyMeD1NZ3V/FS3KVS1fvH+tueEhJd3MZboH+9G0dMNmswEHmhon5Da7eMOOGRyJzule3FxzV7UX+NKazzuo8nKVe+CZmk5KUiLu7D24eAUiDsynM9sPOPoCIMF/8ZQGYXL+JnW84vi4WuCX3MN1fgo2FJX+8JNCD1ZPm84DLJuZ8dfkmjr5ynALyj6Peb8x2E+YcSmp2NOE1tSTFFZAXGUp8Ti4xEVE4uOlpwnwDgrBxDqOqZ4zsGDdMH1zjG3MPfFyl3Lhry33TWzy0dcXMzpUERS4P//B7vjOzQp7WdTxLfboejIG62kwZTnEVhDqbI8/LxeyLr3CLSMTZWYKllTV/+M6B+uE+wl3MkAREcdfGlajUML7+w3VCk5KwsnXBMyAC78h8UsJssPWM4t69h0Q1HS3RCNyvMv7xs2+5efc2zskN9DZkc+Pb77h7/wY3LDxwtHjATUs5YZ6OXL52mzs3vuGKYybjk93Ee1jy5/94g6aFtwN1ur1N6nKD+PbrO9zzyaCpMYevfn+XkKhwvjOVUqNepzLTD1NzE/54wwafsEQ8ZO5c+foqvjFJWFtYEV35ccxKGwN1mxOPcfCLICMqABOPBNHPNWd7IBHq3dGEoLrDmUndMD63Qug9BLHaxQ48bkcwdtRH6WZwtzElsOhPz96ebns/5N4YqBPeqW4pweOicL/ubxPva41rVC5Jcd6kD/xA7leXE+7XzrfgftU9XSXI1ZyA5AIio3woMcT92vej5n49BHVb+hMbCxr9aHelJRYTv1QWdQdsvAtQJ0TyXx0hUGZBwbDh2DvGQZ2WRGs/sps/flDXVZaAiSweAVz0FAdiny/MYs3h7+tA7ZwA6kbxuaXnfi2McMQxZ4iJ7nSsXb2JivLGSh6HR4AnOQKoUxfhGSDDVupGcvcSPYXe2PhGEupvi3OmAMAO6MpXEBD0hKXFGi799hLWVvf55effkqvUg76N/gLuBuln6irirQh9IgCvPZaW1XhafUlip36qebgiBPNU4Z3bJIQ74e7rg1V0FdOTT7C1taZxVT+LVpjgjk+9Bt1WL4EBUpxk7viUqlC1xHPfRS6SNOueTmHz3a+48VDCpS9/g0uOEs2hM93uTuR+cJZ+BLe3Q1WyBPf05ldmYIwBFN3TTQrifbGKeSwunaVHuxAlcBHOPUYSKGdy74DlkVrcHyjQ7K/h62xDfOeJ7sKCnHCNjMUxMIS+vQMma8PwDPThvpMv9TMr5MrN8Cz8OPfVGdNZZ1UabhFllPib8lsnXyITsvD0DMInMAhzGx+aDmmWtlc6cbDzR7l1wOpgOdLADKpyFbi4BGBlaspDqSff/OvveOAThKuLFA8fT6y9C064X3WrJCc58MU1H3oXN2hIkXD5rh+1jT1kJEa9wP3q5B1Jfmkl4TJ/vP1lXLpmiaMskLymMcoyE8luGOJRZgpRmeXE+Hlg7+5Hemn3yd7Ro87Y2Ezd3iqBjqbctrDl9tUbmNnaY+WRJra7vqpsHKXe+CtamFE/xtwpW2x/VWkRmNtIcY6oFr8XxUVgKw1A5uWDhVuy+NtAZRyO4Q2H7XWfkuRQXCMeo5peEAfIuW6m/MPnD/Dy90Pi4oGlo5za0TlSHW7z2XUHvHy9sJUlsrj/jOoYfxKqjwDiySy1IaBg3HceoNlYItHHExNzKe7xbaJsWV4e+MQVkCIPQRbgxxdX7uPoE4anlw8OvpniM405cfh+xDRhgp46qxO5etmE+5aW/PprB/pWl4lyu6ev9+8ucz+gUAR62xuGuV8Frmzd5gLhvlK8CpSH9fr6ujBUP2/z2+tA3UXhfhX8bW6sDzaxVaJuFFGuRCuFmboavH2dsfcNomBav6rk6euCrV8wNasC92os9tF5entd6cTaO1D0t+qaMGT+3lgGJzEj9F/ZUryKXuXaNrz8KqwGrpIU4o40s0OcyAgJdiNH4H4dzeco/zqBe7ZHgcxPhpV/BN07B8xU+yNNOeQYn6rlnm+UyD3bVeSLLMAHmwg9dV5Vog1Bf8ImjflZQ23gXPbUibFetvdY3d5nc32O6JhgIvPLCLCxxFvRhmZPCPK6c2b+V0Pcr8LGe2loDNXVBTjaW1OhNrxMYtwxaYi660pq/dkcnCHlve/fDM3Uqapj+J9/+e8EFdbS0DVIT1MRZvaBFObGYu8axLgAbPYGcfnKg67dZ4w0FOLhnUFeph/mHlEiwbBQjqIkOXbyXFLkroTnl1Gek01QfBHJIVZIE/UdzlF5WzPicHMpYXVrkdryUtKC7fiXy7coHzuc/VofwMbamZSSUpztJORXP8YnNpHSNDmXrrrSrdUxNjTH9Eg1ZtbeFDxS4Cj1ob6ngwCXOPLLE7BwdKV1ep0x1Spt1Wncc40mP1mOR3gytbVV+AZkk5PqiXVAAmOzC6im5uh8UklORiRffP05ISWdZGVEEveoklCphLDkIqJTIkipaCLG6wH+Ba+SihsznOoIK/78F7fIrm6heXCa8pxYrH0VZEd44h6ZKzrw+f5y7K9Gsbr/lLrkeALiXtbdOkEebgRklOHvZEtOWzM5wTFE55fj63yXsCpje6jej7M/qts3/TSms7aSOCQhNfRUxuEeXEJ5ZTY21lIc/VNIjHLFIySbstIsIry8uGkZoud+bczG1iscTxMHEqo7SfK157pHAlHejiRWdVOakUtcRDAP3E6WXwXarNIoE/6vn9uK+xnHC+35j/9syuj6JqlyX8wdvHF08cFF5oWdp5wAVx+sLaNp6y7j2u0HmEl8SHvcRWZ8GIrHnaTGhOMbEE9QSCJBLuaYuaQcL/We1o2hmTpVbTwPA/L0nfTeLNJrf8f/+CJcBHX12XHYSFwxfSinqa8FL3tLEvIqcfJwxzs8BKdD7tfkQH8eWLvhFpJKmK8NIRmVeMockZcfbe7eJzc6CJ/U3kMw8Jy2nBAc3GNpbn9CamwK9s4+5HbMUZ/mi3NQFs21ZSSmNlNTEsDPv7xDQa2SKc3bzdSNd5fhFBZHzZMm/Fy8RT7bew+DKK8txVLmQ1SSAvsb3jR3N3Hf9D53nf2RSF2x8swUB0RFsUF4JAmd48Vu14J8hmbqtjan8HF14pG4AnJAe44/12/dwCLiaNuICjc7ByomdtDpenH6ykckdxfetzLVgMM3wSzsP0Vh9RX/62sppU/aaR9bMDhwOA8dvQ7UDVZn4mCWcjwLfh75n36nseXXx6EW/Pm/3CGnulX0t6VZMVj7ppIV6U1ISi6ZGQk4heWTEuRCbM4jkuIikMWWEOXpQERpG3PqGWbWZgjydCcwoww/qT2FDbV4yzyJyC/H3eYheb2vHjAyDOr2yXa9zl/8zpKi+nbaxqbJjA9GEpYv7tmLzX1EUmwYHnElRHo5kVpRTrg8EP+0MoKkViQ3DDI9Ps3Cuho3qQsRBeW429tR1lKPi1RGUnGZuDe7QnWyxem0jo7ujfnZo/9Pf54bqBOXTbUCNdguQx1lOFraYRmYydjqPpptgRdWx4r2bNeyyP364vLU1u4OpaneWDtIyGgxDsyMg7od2koa6J482ld28Z2MIVA33pKDvb0UR2cpDnIF4yvblCe6YGXvQnbn4Ym/vWWqc54cHlDYEmedLO19qB0/WYLUzg8Q7OaIpXssvcIMmW6WMC9HLDwTGFl7UfeTfd1UVY+cOKLtGR53KF/YAK+sSsTKXoKnsLy6t0ddXjBWtg7kdq+he7rM47xWlvefU5PmLT6X8ERfh80FsVjaO5HTs8DmwhiPK4bQ7q+TLpdgZe9Lxaiw92yL7ChPLO0DaFvQMdvTSV3zEX/eU1rbG5nYPWBxuBYXewn24QUsP33OZE8pDvZOuCaUnzqRdlLvxgynKT8UK4kLDhIpXul1LC3PkeArwdIplKYp/V64tQUVFQXteu6/jUnCvF/V3WzfY6T2EqzCi/Qb/ac7kNhLsI0pY93I9oHTxnoR743pbHKkm7LGE/oo1VA3pZXvGJ3OAAAgAElEQVS1lDWOot2bJ8nDBWt7Vyq7h6muaWdq64DFqX4eN6sZ7S7DztEJK3s3cnoW2VztxdPeCUlgFsqJccprel9oa7MDtSiK6kVwvTbbT17WE/G+s6mJ0uomKmubqK5vpLSmgzH1BGkxXqLfkEZkUtHYRs/4PL3d7XSNz9PV2Ul3v4rceE/s3YJpmdo+aeengIghUNdXW0n5kyNw/oz6/Hhk0frZXVV/NzXtbST5hFDQPoVaWYqFnYTIin6WlkYpqxP2fT6js7mFkso66pXzLE824mgnwSNVXzZ9/T+jr7OVut7Thw90VCTIsXaQUtQ6REtzO50TQrvUki33xNreg6qxDQaf5GArccVeGkzL7Os3Zgt5GfKdm7ubFCZ5YO3ghDy9jZGRR1z+3TUsHSTE1wllf0qJIkjUr41vAuXNHVTVNFDW0C+CusGuVmp7Tst+Yn8XrX0bAnWaNRWFaRXHB/M089242UjJadef8hdOuDY+KqdhWNiIv0JVTpOeS1tYVVqfojK/nbX9pxTHu2MrdRXbedijToNt7Dz08TpQN68eoLJUKdrOeeT98juNgbonQl9x6G+9M+pZWpol3keCpTSMtgVhj+0QQa6OWMri6NccsD3bjrejBCvfdKb29umvbqJ7cpeFoSqcBH8b8UjcJzjZkY+NvQSHhGqD/tYwqHtGeaoPNk6u2Ds6IS/qZmVuhBChr5TFMyDkP92Ol5C/X5rY76yN1Ij9jlVoEUv7T+kse8Lg8jMmOvX5OyZWi/U9VKsQ+z5Zlv5wzcv6Of3dmJ89/czR/fmAOs0mR6BOAG/rp04nrm/q3gzQaXToQd3bGb8hx3RU+I/t0xCo+9jKcJHlfRPDucjleJ+yfao6MwTq3qfe30deZ/GdU8pqIsVlqbfzz++jHG+bhyFQ97bvuijpXgfq3reMxkDd+5bjKD/DoO5itOs38bPnAupml9cYm5x5J9fIxDTzP3G/issVP4G68zWwNwnweOQIPvXPT1VnAqgTHO2Puf4/dX8jgA6BZeDHVMcCA4xwXYQyCfYj2NFFkEWQ4aKBzNN6eRM/ey6gbmF1g4XV9XdyCYBO4JIVRxiHDfKoYZ7lU6S60e2KDfksz1/kZ8SyvIUOLnKZLpJsggP/Scd6p3/WevlUdSbQCQllP6uePsbnzuo7tbtv1mY+Fl0IgEOkg/sR+VwBqAvXRagDwX4ukn4vcn0LujrrIOtcQJ1wUOJdNhrBuYgOVABnb3gJsrxt2jfN67yfF/X6huU/b5l+TO8XjPonHb+ZjX2qOhN8klD2H1P7f7ksPybf+XLZzvJd6ERF0PEj8rlCeS5KmQT7OR44XAAdC/V9keQ53UYFXX1QUCco5vTU4Q+9P2thDOXzQ9Iaet+H/O3HVJYPqUdjeb/JFLexd3xqv3+qOhOc7E/Lr+e7HeJD25KwHCd0rB9ajneZ/9Fky7t859u+66fl17Pbz5v42XOZqTME6tSqITpH345/UQAzQqFebjwbS2o6lINGAw8LzxtLq1lS09Y7gFrz6ntfzueifDcG6tbmxmnrHWRaYNjYP2BhdoQO5TCzAk/e4Ym9ba0OzeEJy+XFSTqV46y9cOJyl/GhATqHZ45PP02oh+gcMXxSbWNDd+rE1lNWN7Vsnnrfpmaezt5+hpb0/LPatWk6eweYf4lHdnVBRYdygMlNfT1oNIt0KQeYOyW7UIaZiSE6lKrjyOuL82o6+9QvnII8KuvGlkYsq3Zzjb7BQdp6BpnRHiDEP1Iq+xlZNjzoEJyMMR3PjA/QrlTrT7fu76MeHaRjYFJkHzjKV7O+fRyodtKQ7nY1Yv7dU2uH9bLP4GA/PTMnp5CP3vWxfBrTmcD4op5fPW5zq2urLG0bsLWnT8WDUEKYo7OUeXtvh6WNkxOpKysrrB0Gbl5ZXWdpS9jn9oylpWV9XMKnuyyta1nSvNvOWQB1QqdvSObllQ2WNs9v35J2c52BwQHaegaY2ni35TpdHmO+U7e7QWePEuX0ksHyn37Hx3z/uoMS2zs7TC+9aLdCvS++VO9bmu1jGxB0oV3f1rfL/aeMDfTRMTJ/7DPeh66OZn+M5bWxvi2eUjb2/7v8/XV72KYFf9unPmS32Ec1OiD623WxP9tlTOirRmYP+6othvr76RpffFH2nY0X/e32Ct3KfpQGAs8L5TJ+UOI56uF+2genD/PbYXRQn79WkOfpFkN9+vwFjlndnoY+ZT/dh8H6j3W2tUKXsp++OX272dIu0Kk86SOPnzvss09/N+ZnTz9zdP9eQJ2qJo5Lv/+Wr2/dI7524BQYOAEdRwIZ+jTkXDSzQ1iZfct10+t4RTQaja1jKO2Cuhs76+uYPTThujSM8TPyThqS7X3+ZghwTI00Y2F+jXv3rmPmn8bghApns2+4decmktgqljeXyAiTcOnf3enfPWB9ppGH33zJle9NcUkpZUE8mfyc/poMbl+9zZXvH5DZPY+qO5sv/3CZb26aEf2499jxqLorsLh1DcfAmmMDGir24ytzr2NGCd3eGnEyc74zM+Vb20hUk+P4OJpw1ewmzoHVx3WlXVPjbv49t0xvYh70iNn1GfxNv+bL6yaYByUwLgAxgYpooIGHN65w85oJAQW9zMy0ce/yl1z5zhRZegVLp4Diprqa77+/QavugMYID/542RQbe08eDy+QGyPjj7fvYmoVjnLuVWBnzHB6GjK5ffcWZtev453dzICyjnvXr3PtqikxVSMszA3ib/+AayaJIuibbEzmi1d0p6M8yY8rN+/x+W0pbcvrKLO8+Oz3Jnzx0IbSPoFi6Wz2cJGeM6YzVX0If/aXX1M98Rzd0wmu/PM/YBKST3O36njQIJZjbxQP90gxTt1ZyrUy+hiJR9Zh7LjnFEfYEFQ1gW5vBetf/wrHAoGKcBa3KzcILuqgJFuBzEuOZ3AK5a1KVKuG41meJe/TzxgFddtzeN/4JTfiul+pz+3NeVp6Jo7t5vT7Tt/PTw3T2HsUIuPlNvGcmlQfPvv9LczMTbjjrmBKez4HNgz5Tq12jlQPF25aWnP5W1OyO16N93W6LFPjA7QOfJzg73WgbjDLnn+64kiHSPMnhIBawOfmL7kWq49/ubk+QYKfPV9e8mNMYJxZGCbMxZJvv4tgWYhlmRvM9Tvm3Lh2i5jKwWP/elp353FvDNTNDjcieXgHM/u8F+3zHH2SYVD3nO66dG7fvYPZtev45rTQ31Mj+t7vv79Hcr2KoZYC7nx/h2+/Nye/a4Kexylcv2rKV9etKeo+ao/blMX76P3tHRe6Z2d5FOnKNyb3uGTmQfeCfrLhtI4Ng7o9npTGcMPEjDvXbhL1uA9lQwG3xfwtKOieoKci6TB/W2rGpnmSHSIyBV266Ujt6PqhH9CSFezEN3fvcem+D6MLc6T523LFzIyvLYMY23i9XzLmZ0/Lf3R/bqBOmFnTo9ZlXKzMiGwThNbSMzbB5t5zceZNfEZ47k9chpyLZnmKljEhFtA8HjeldLw0s3NUQENpV+bGaZ0Q0u4T7XqTxO6LcwLnSG5Dn4ZA3cL0CO0zW+j21wl1f4BraBROWX3o9tT4eUhoXdigujCEK791Y3Rvn7JoJ8yi9ME/R8YGWRVZFzaJCPEiQXnAtjIDeXQoUicnwpoFvWyjHDuh9ZkZ68Db+gH2h9yvOt0Mbld+wb9aRzJ3CK62Jqu4JUsWZ9FKopyQh3pjEqQPzpnhKSV/aI1J1RKDjUmYRdQj8NZG+9oTmRzNDdcs0QhmJ/pQza2hUi1TnC3HtWQO3Uor8iAZAYHe2Cv0DAzDo0OnZst2yZTd4W//aEr7+i55/h64RZTSNyfoZ49O5Zg4Si6VuRFRfsRDfNJpGjOc0dF+hgTnvdaMm7Mt0sBwotq20amKcQuORL08SVqIKzdvJIgx9Pzt7hHceKI70Q62RrGTBdC2ecBAvg8RaUncvW9PnRATcGea3smVV0CAoTZw0X4zprO+pix+/4tvSemeRTddzi//7bdYBeRS3aIPojva3U71k3YWt1R4u4SSU11HTUuPODJfnB6kprGFhu4hfQezu05zUwstA7MsqWuwkSqOAwIPVEZzx7eUqWUlVpe+xDqjlvWJJsxcQnjc0k56QixOrj44+8ZS1NDFyPQiPV3N1Da2Mboo7P3dZkDZRduIGtXYIG0DE2I9TKuVNLQqj2eGX9a7MVA3P9xFsMwch6BCprW7zC+s0N3RRINyjOGWVP5wWULv2lN02yvUNTahnBRG7c+ZmZmmpamJ9rF5pqdGqeucRrenpbmpibbB06Bon/zEKBKq9aP9QFMvaia1TI72UdvYztzWPpotDT2dPQxNLzIy2ENtU4/IwKFZmqCuqZ22bjXLu38aCBrynUujpdy47qOvl/VllCMzqNRj1Dc0MyjGvnvKQK+g31b6ppdRjw9R16FmfnGZzjZBD6rDmaoTu3tZtxflu3FQt8ejCE9s3H3IrtLH11wc7SZEZo59YAHTm88RZmFK0gL57vdeDO0dsLk2RXbU/8/eez63lWRpn//Lxn7Y2N2I2Zl33rHd09M93T1tpqq7qqtKJUNJ9N57gqAB6B3ovRGNRO+daCWSkkiRFL333oMGdBK//DbuBSBREkhJVUUVy3xAXAD33jQn85x88mTmeQK4fVXB7PExPYMDIruAqicNa3k8yxr2m4uu+1mgbmW2n2iZC1Z298Qg3hddDiF93aDuhNGRfoaFCf1aCz5eLkjC4kjoUKGaqCJCEYgsKp67QyfsPMtBEROKJDyeqvkTlpqi8E2vUAPknSGcZOE83TmhrziYmPRE7IJSEdg8WlOciKp/m/tbN6g7on+on0lhbJsqR+rjiVtILLkjJ2x3Z6OICRPzr144YfFBAlGJUTgHJ/BYecJIsYyg/Fa1XV/twMI3lsnjE1rueBGflYJdiEAreUJFpDUpTzR0l2eA6LPsrK52uhBQJ2423z9i6/CEvZURXFwNMbDzwTOumOntE7YPj9jYO2TzPT/Ccq6u5VeBjy3VzxRzXyHIn24jocswaQWx2FuKkbUrT1ffb+lH+973ddUF6rRlmWjNwtw9iDuZEYTWjqE6mCU4zIcagc7keAmFeSQDe4fkx9nxpZVAtRXL06UXqA4O2FLOE6OQUjgh0ITV4BUkx8bdGlNHGZKYAub3T9hW7bO1r15uGqkpIsSvRuysj3LzCImOICDjHrMaULfSmYtTrJb7NZDwezX4Syyw95Jyy0iP+MYB2iq7aCyPwEfkflWSlhiIi6+EG3YeeMoCqRzaZnN2iMbqZ9zLkRPTtolqq5fgCD8cPR25Ze+DxD+RZ6uv2n3i0X0CQhMISo6mZ3mPFG8z/mDijJmdLflP1MGJn9VGc/WmlNbZ15dOBDm+S3EasuU4BcSTkBRMVt9zVPNNuIULBN0CZVgHgbbZbByv4yc1wdD+ddkppx7jFRZCz84JU60ZSPx8MXGyxsFdjl9u2w8S0J0ns67GEjydPPHPr6U2P0tkFfANjCY4pYbHLRnYG9rgYGdJYGAsdmYWmNk7YGFqiKJ8ktG2bOwcnbl6y4jkhiGaswPRt3JE39yT+OxMvILzX3p71yYfEeycQGl9JiFFxSSm19CUm0xU3j0y07LwDYhEFqggMCwS37A7ND7tIz3SAys7E3EwTVSEoHddn5tGhtjY2HHDxpPi6gf4GOlxVc+IkJxXXmqtrgnXs0Bde20ysZW9FMb4k9lwH+ebN7F2l2Bq54iHmyP/+Ud9qgbGyFPYoWfpzG3HUIrrczH86hauXp4YO8hIyMglNqeJmrte3DB25qqBE8XDago+YWn5fkYAn3xth8THFafQEvp6HyCxscDKzgJpdBYKuQdX9NwICw7A2s4GczMTPNOeMN5/H287A/6vf7tJ08L5ngGhjrps597uIllR7hhZSInIf8LEUC16n9/CwcmRaw4Kela2KUqSYm1viaGzP8lZRSgiFJgbGuHg6clNE1ty27XelFe6e1q2l+X7maBu6QmhmWU0F2fhE5cvgtSuumRiKnspUEjJEAKsi+PRJGGm0S+5X1XKPgJN4xl9OVbtkxFojSSj6aMB3bNAnVDehe5aApxzX+rWRbfDWaBOm29dpky0t3GJIWT3CzRhD/EO8MbNz58qgSZsohqJXIp7UAgPVk9QdmfhGK/xNM4/wjM0TKQfnGjJwNlXiiQ2jemjEzpLg/AueJtRSDeo0/bRFxTFueMZnkJEfCjlAvfreNXL/B+unaDsLcBNJsU9PIrunRNmmmNxS68T+8LucA2uinhmjk7oronDxVuKd3KeCKDrcnwJqnoVqF1b/9PXd41Np5+9IFCn4X4VlvZWR3BzMkOaUU2UrwVe6Y1iNOdNgRf2PT/iHj0de+oE78vTlkL8gvxomta9v0WXYRIEsDLShLWDhHvPfjgekrNA3UJPFWaOPtRO7tJZHoZn2Siqw1mCQ6XUCZ3/eEzN/bp3SHGMIyYRRRSl++ESnEBitBQz/xj8wuQUCdyvE5XIBP46NyfkOfdJD3fGNy6bMLkFznfU4EPgfg0Nb2Fj/Qm3r5oTGRnEdSsnGqfUS5rrPYXYRKs5L2sy3Ih+pES1OkxVncAs8jUp7ernBioVuNwTeCO3SUvwxVPujalfCqVF8Vi5y+jWLG2UpHgT1rKJSvmM0HAf3KVuOMSVkZ/khX3IHRaEvXwH83hbXEPin4CtvSFxjVMsramB28bjOKyji0Xlmh/tJCnCncTat7n/zlOcjqpUDL3iGd5QkZvsTXLPC1Tz9XhERDF5ivt163idQIkF3lm1L2UX4W+PW3g00shIevZOmHyQiE+QHxbObiSW1eLnbkpC4ytv6GkFvezfz5JZZ/09fCKLKAhx4ppfOJFxWQT4hxMQHomzq5x6cbJxwsJoMw52Uh6vnbAxWI0ktIT+jmokDhIMb9zG1jsU/T99gr6LpwhOHCRSnINLNXsbBQ7NBTJSvbC0D6VtbonaNH+s7cKobnhMdloiEpkCeVAkQWEK3OWx1Lb3cC86DGd3ez65YYuHVwA5DYNUZSWQWddLWV4WsXeKCXSwwsE/htL6QZ2AWzeoU5HoeYvPb1vw5V8+x9LbHydJDEvHJ/TX5+EuDSQ4o4XZqQYcPNS8rpV3onB09cQlSE0vVp4ci5MkBHlQGM4+CaK3+2l5HJIELfB/TnVGOObu8ZRW1TOyrqIixJ5/+5M+zu7OGFo4YOUQQHXfPPm+FvzmigWOLrbcsI4QWUz68mLwSW95yYt8Xv86y3YKdre1oQqpizeuskAkkeqB646PF4qCNqruJuHo4cqfvzTDIygafz9/7L0SReDSVpBM0J0fLk2YIK/Rlky++vQKt/Rv8ssrnkwc7JPpa8BnQrt/8gesYpvEVaqzuF/HRFC3T2l6EBZhBa/tfT6vPb6Le+eBukvD/Xp8QntFMkbeiYxu7HE3yYcUgft1oQl5kBeugcGUCaBqrAzfACmuweE0CaCuMw2XhCI1QF7swC0kTLS3E82JePr74hKdLvKEPy3yRVb87C29PhvUHVGfp8AkMIc55TpxMT4UCmPlaCk+AV64BkfQLIC6nhykAT64hMfQtXvCTKMCyR01f+3eeD324fHMCtyzlQo8/WV4JOaKHu+6TAmhtefb/7PsrK4+cUGgblv0wq3vHqFSrZARpiCzZZ62fC9sI4pYOxRmut+O+3VuqI2kyjY2NibxdzMhf1D3hmFdhmlzrI1rn98ktGGAte299zJwuoT3sf/TBeqWemv42+cGJLWMsb6jorcxC8uQUsYHm/Dx9qFPJWzkHML3RiA9B8d0VWQSkd3H9FABdtIgBreFGH7b3IkPJbR8mO6yGCIzM8lKzSL30QK9lQE4RBawsX+AUrNk056Xhp9fDSsbIySEByG1u8k//f7zVwB5uR0LdwVPp2dIlDtzp6aBzIZOVkYfYKhnRfPKEZvKfWa6izGTZzM+8ZRgXyklDfcJjapjdqUDD1dHGucP2dw5pLk0EefEB4y1FxEcoaCwqJj4wmEme7OxFfhtd/bZVC5RlBqOj68L//X73yDNfkB1fRXt04vUJQYhj7lLTlUFz5ZVNKU44p7R8pZSn6U4z0rj+P3XjtQPr7Gxd0BJpgKf3C6G6lPxUaSJAGNp4D4Sw2Q2j/cpjo0lp+0N2e1N4SMLpKhnjrJYKRk15cQHp9Eys055rDWyov63yvOx+9c3ye8smbVXpeEV18yTXB9MpHcorynC3U2GV1gyIQFSUqr6mZ0doiIzDjPnWPo2Txh7VIh7UDS+RhKKn81QmRqCqU8U3nb2FPXO87ShjjsJCmxkd0955o8pTDDj//yVu0j9NlLowP/xJ1sGFte5GxOOoyQYT1kIvv7BeARFESz1w83tLhNzndjZOWMtDSG34Rn5GfHcbejmbnIsoTE5ZObWkBrshpVXhk7PhS5Qt9pfikNoNsv7B6zPdONh9N/81jRT3EP3oDANJzdvnP3uMTTehsRZRufYIrERfrj7h+ITLfArH5GpCMfe1R/fsETkMm8aBhfJiZfhm6sdhI4pSo4kIl+gFVN7Ee7HeWHvf4/x6VFKs3Nw8w6lvHuG0nA3PBPrGB/qIje3jY4nd7lu7kz79C7b73EwRZftnOxrJrm2g639fe4pQjC38cDFr4C5lWkCAv0JUsTiYRbN2NwYXi6uWHmHIfWR4xpcKJa3IlVBQGbny7Jr63AZr7o8dXv768RH+5PZtory4JCKBH98I4LwiMljSWj3ycd4efrSvvYc1W4PXtdDeKZZWl2baUWiF8XC8XMaYqT8wTyE7gX1WPmx6n8eqBtqzEdinaWzv19E+c7y1HUXx/C7a040jKjtbWGGAt+8bgYb0lHEJxKTkkxU9SidJVHEpacRFhtH2sNpHmb5EZLbiHJHhXJ3Ei/fQIp75iiN9SKzrBAPeST1I3NkB9iR8ehtalHdoO45Len+/F7fm8cz22yqtkmJCSGieoynxVHEZaQTFh1Hess0D7KDScnLQR4STX7XLFVx7sRUdqEUDiluDeLoGULD6BxZIe7kVpfgIouhfWqWBB9r8vuE7WBar+Db17PsrK53LgzUaWnCNg6fs9Lbip3JLb4wl9I4tIEQrPJ9eV+F53Rxv26uLxDjbyGSKYfmPxaXenVVUJdhmniQxl8/uYqxrQ0GrsG0L7x7f4mutD/2f7pAXX+lgv/59AamNtaY+cbTP7dCmsyIm4amKCoG1PsLDmfJDs1n6OCEne1F4r1tuX7bkuzWqZeHVpYGm3ExMeS6mTeNMwdsLfbjYW3AFQspLW+QDQ89rCM7u/3Vhm/lEJlVDeK+HbVMDqnLkHPDyBhzRSUra0vciXTipt51gopH2T1apjyzmaWDHbIDLcWlL3l+F8rDA0qjvLlhqE9ExTM25gapKO5lfXuKEIfb3LxtR+bjJZQ7y0RJrLh2y4aSvnmm2h9R89LTtU9FVSGDyhf0Nd3BxMAUPacoxlY3eVwdz21DC8xkwgzw7UnAWYpTGWPLH78yxNzSEtfEaqYmBpDZGnDD0I3ibvV+p5XpbjIiq0WwsTXZpUN2L+ivz8RI34QrrnFMHByz9rQag9vGXJXGMqF893LYx+5v75PfWTIb7rhPWnE3yt09llf36O1oICUtm7TiDhZWOvEzN0Pf0JS0wlrSsqoYU54wN9hCZkkHjypS0Te35Pp1fcLuj7AwUomNoQXGDgqqWx+Seq9ZcypObfzGHmThEZYterUEcC3zzWTt+AX1JUUkZxaSea+I7PxCUu5V8eRJB2FethiZG3PdKZi0/DKauid4UFdFQ/c4jfdrqK5rIdzTDAMrCaVPtSfsXje0ukDd05IsUgu1XqgD8iKdueqcJepgb2sd2aWlyCzcyXowQntNLFdum+KRdp/B4Ueki9sQjqkvLSEx7S75DcOMdWRzU88Us6AsJne0/eM5rbVl5DVoOWZP2NmdJ13mgqGpOQn59eQXltM4uMP2zjgKJ2sMDa250zxJW6mCT68ZYWYt44GGs/i8NtZlO9dXp4iQmWFgao5zcAntvaVc/dMVbpua4HWvlcVNYUuMM0bmZnxh5kVyURVZObmk5reI9uJJXTm5DecvNZ1Xpo95TxeoU64OkhiUQr9mD/fqWC23PvuaiCrtpGybwoRUyp8JHNezZIUWMa4BdVsrg9yJqGLt+JBkj2v89aYFpuYW+Oc9emmHL7p+54G66d5W7iQ0fe976sqjrPnjFSPMLC1xS65haqwPX2sDbhi5UzW8y8ZkK87CWGXuw8O5PVZ6q7HWN+aqTSg9Gzt0V9TTPrHDUHOW2t66JTCj2qe7PAY9QxP0fDOZ3Xt7ZU83qDsmU27AJ9dNMbOwwPfeY6YGWnE1NeSauYzW+T2We6uwEvK3DaFnQ8Vk611M9E342jmOsd1dHhfep2fpgKflMdwwNOGmLIu1/X1a7gZyw8gE05Ai1t8xyTrLzurqLxcC6oTlUmHPnBa4be4foxT22O2/QKl69b/2/vnX/Z+5XzUIXheo09WoP//3+gD8vvL4EMV53zR/7M/9VGWmC9T92NpaF6h7s47TXWV4Kao/Gih5M/+L/K0L1F1kfh8j7fNA3cfI/3QeZ3nqTj/zMb/rBnXfbCz5rsv9IXb2QkCdQO01Mb/ExNypz/wyk2/+d/r+Gd/HZxdZXD/fNXmeAN/HMJ33/mW69zOou1gF+xDFuUz94vssy09VZj+DOrUu7h7ss7b9ttf7++yT31XeP4O6i7W3P4O695fvh9jZCwF1C6sbzCyufEefZQQuWaEDfJOPQInyTd67jO/8mOpyGeUrGPGfZfxhevZTlZkwwRKi81/Gfvxdlel9dGFXE3B89xva5++qrBeRjuDV0oL3i0j/+0hTqM9lqZOgP4IefR9y0JWn0N6XqTynyyjY2fd16lwIqBMiuGvdvN/FVQiRIlRI2yE/5Ppt3v2QfD7Gs0JdPkY+P9U8hD72s4zVRrXO2roAACAASURBVP99+8BPVWZCPxFAz/vK6Yf43I/Jdn4T+Qvt+2OzB8LWKOHzTeTxXb9z2eR72cpzWt5C2YTP+3ihLwTUiSFIzjnJ8T4FO/3M+yLU0+9ov3+bd7VpXJbrj6kul0Wmp8shxEL8WcbvvyQgyO6nKjPB4ApLIqf7z4/t+09dFwRPydbe/o+qjbVOlsvQVwX9EfToMpRFKIPQ3pepPKfl8iF29iOAuhfsCAFu9/bFwxJCQcUI+x8A+gTjojP48Huk8W3ePS3Uy/D9bCP7nC2V9nScMCirD6acXeZjlHv7bL9jUNoVwpic4nPVpicEIt45Jfvt/YPXfmufEwzI6bZWvlZGLXh48bJfaN/TfX0ullkbVkX3M9o0X113D4/Y2jt4yUu7u3/4WplOp3PuvoXDQ5QHp4JUHx69/vuUPIQ097T5vuNUk1K1/+oU8RtpnC7bZf1+rsx+gPV5XzkLxl8YBHQ9L7Sp0OdO931dz33b/wS90wYE/7Zp6Xr/+7Cdos15h87oKutF/HfRe+r2Dg4+ejit80Dd7v4+2zrs/UXIVkjzXBD1Dnu7J9w/xcKxe3Cos+w7b4xNgs7snmGXhPZ+X1D3rvyFfEVe2Dfy2la9nv+bY+RZsv4QO3vxoO5om7w4KbeNzTE00eeKZYIYVfmswuv6/zzj0pAtIyDvkU7jKqSl+91D+tqrkduFUDukjf79CgjoKsNl+E8XqFtZGMHPw4DbhjfxyGhieWsdhaseN24bElrcI8aga7ufjcQ+WaRIWeqpwuTTaxiaWxBT2v1y4Nlam6Y4Mx5feSnK40Paq5NFrtWvTd2pG9Lw1+0rqboXyk19M76w82dgXUlHUSTXbhtxxS2RiW0NsDzapzJBytcGhhgFFrK6tkS8n8DNd5uI3J6X3ILK1SnkTje5pq9PWs2URgmOyYt1I77+VdiDxcE6zP/nKgbmFoTnP1Er5eESEX4ulA+/weG3NoDMV0r3/gnduVF89bUBRmauVA2u86Aomi9v6mPrd5eZ7bcJ189SnIm+BhytbnFbz5TkpkmW557hbnqTqzcdyO9cZnNjgRJBdrIysQ6dubFc+UofIzMnCjsXX/bNxek+ksODiRaCrx4qKU714bqhGV+5RDC8/sPcbH6WzAR92VvtJVJgkRH5hbX6tURaQg5PZt9vhr6z/IyI2NJXvMKikVwgJeEuT+e/P5npBHX7k/jZmHDV0IzbxkaYyZPomppmdF75sg8IclkeayUiqe6lHrzbtmyQlZLDg1FNOkdrxHnackXfnNvGxqTc739nWsuLc4zMvV6Od+Wry3ZuLvWSKM9nWmyHdXL87vB4/vSy0DFT0zOMTC8yt/aGbp4e4I7mSIzLFUM9qMtxSH9dDia3zPhaz4Q79RNMLCvfGoB397aZnN96abfeVYdvc/88UDdZF80NhwiGtcDicJNEiTEehepg1bu7azSWZyJxymBCoAnbWqAqLwWpRGBseE5fUw5mhiZcN3QQ+UovegKglYNOUHe4R0tFAoa3zbhi5kHTyIf1E23aH3o9C9RN9NbjYHmb23pmpDyYYmm2C1eTm1y95Uhp3xbLw43Y6t/miqGEhslt5jpLMdMz4EshxMikti8e0VmewM2bRnxhH8nE9g5PCiK4etuIr92TmNSOVaf65Lmgbm+OULkrDfMvWOuvxfr2ba4YedI4tc3c0xJMxfzldK5sM9JwB/2bhnxhG8azJa2n95AHd0P4Wt+Iq5JUlnZ3qE/zFcdIfXkOK/vne/3Ps7Nvyv3iQd3xC7b399lSHTDcdA//9GqdiPrNgp3+rcu4CPfX57sw/N3fczNOG21dO3C8uup+d4/qTH/+/E/XydHEGTud32X9rgvUCTFz7j7sR7kxQrC3PeFpWbjF17E48wR/uYzulSUyQmz43a9cGTo64VlpKq7ud5lY2nrNYK5MdeBldZsvbiSwdqyi+n4VTxf2GSoPwEGhpsIRovcXVNcwvHFES5aUgLgkXOWxtM5tUqJwJOmBJir24iPMJDEMrayT7u/AvaYOcqufsLwzSZCJN20bR2xt77My2U1W3TNW5rvwMQtCiLS+NFDNp7/4R9xLJhBmQ1u7h3TXZOHkeIfxxY2Xs5/e4lD+5Zd/ILNXqzTqNn8Q78A//Lce7cpDSkKCCBMi+K8LAGKbyqo6nm3tUOAtI1UH999ZitPxqJaK3kWUw5V4ybwIjksmrGKU2bYs/OLuMDHXi8z6Nn+7nsDO8QsKg4IISm5mZv31QW2svRyjrz7HJqCR3f0F7lXXi8alKs4Gn4Le1wb+y9oH3yzXWTITnttbaMXeOY7JoxOUO9ssbQptNY/cM5yK7hkW119RtSm3t1ja1BrkV/q7PfcAW6cEMRK7clvJspjGDL6SCGp651ncOJ3G5qk0jlje2H7ZX4R31fmr097eVb727pv1etdvnaBu/SnOLrEMCwG/j4+4IwvEP6aQh71qYL+2vsHyzgFLw7XYS7KY3thgVQjQLtCObW2ysLrJhoaKb2dfxfr2gejxXVwbwMvVn/JezQT0cBwvlyDqRrfZXBslRCqhqGuVDeWWmMbmgeBBfMHuS8DxnIFn7TQ/W0J1vC/K5X1AhC7buTYrBNBVMCIOhouE35ZRPb7D3sEeC2tb7Bwf0PXkCclRQbhF1GomYPssrm6+8vofqFhcbMfRPoRHcxr93RvEVd+N5qUTNicHKEyNwcw9nuHtY7HvCLJZ2z1grrcUC+dUFsW6PWdJlJnag757sMuKjj70rrY86/7ZoO4FddEOXLPzpOSJuk02pvsJsfsM49Aa1oV4oOsTxHpb8N+/8xKBn3Khj2AHYz75SxiLx0c0NFTROrPLTEMUtoFprGrb6hTIOKtc3+Z/naBuf5Py2mq6lg4ZKPXDIapE58rLt8lX17u6Qd0L2ttqqOpbQjlULtrbwNhkwirHmWnLQREXQ0RiEgnNCwzXJhCbkkhgdDzZnWt05gcRmFOn7nP7k0h8gqge2+R+ii8ZhfdwkcfyaH6TojA7UlvUHM+ny3UeqOvKD+Cf/vMTaka3yE0OI6ZpkaGaeGJTkgiMjCOna42nBeEk5tzBKziG8uENmlIkKMo0cSuVfdh5hvN4fpPCSA+yyvJxlCfSv7JBhtyKuz0ax8kZ7X+enT1dB+H7hYA6YXOpcv+YLdWhuCwoukkPV0lWhFHYKRgWYblQuPd+nzXlro7l1z0KE5Jw8LQnuOzsCOW6DJNWCPlSBfmtsz+YwVQXqNPWRTnZiKOLB1GJEQTVjL1BE7ZKlHkkg0cveJLtw9/96kv0zK3IaXmdmmRn4SmBVqmaWbh68CuPsccttfENGR2REexAYGQ0kthUkSarq9Qf7wJ1O6w9K8A2Okf0HtTc8SCiSc312FYUgZXjHUY2Z6nMaGBe7MA7lCfLsJeVoTpWkhYahYO3E4ltc2zO9FNV+oyHVeH8r198xi0zCzJbplhdm8TP2x8HPy8KBl55fNaG25F4eOEcFkr38i4pEn3+9XMDbjv70Dqpnn3O9FZiYyylZkTLpfkKQLxLcUYbE3GQBhAeF0qmyP1aL/L8iV6L5U4CbQT2gCOSPAz4p7/qc8tBSvPY68o6XldCqF/VKc/KLlESI6Ia1Ny02vb8oVzPldniYyTyHPoGarDX1+PLL2y519lOlNSNW8YG6N0yJLXqIfEBMsytDLiup0/6g4XX+trOfCvu8nv091Vhc+sGX/7Nnvxn7UR4uKBvoo/eLWPSq1uIlntjbmXI9Zsm5HbM0pgWwS3j21iHVjM+3oDtbSF/O/K6OskMD8TMwgg9vRvE1ky+Nrl5X7nrBHXKXhxNHIjIKuZuUQERwanEp2Vxr2GAnocpGNw047qFE2l3cjC9ZYqFtRnXbOS0T+9QmuSBjYM9NvI4KmoqMb9lhlQehp/cnuv6t/i73xlRNanp64cT+HlF0TKjBkQP76QSlVDFvXQpNg522PgnU1NSgMQvFeXBEckBEpzkSRTVPSUvWsYtg2t4xD0UgzWfV19dtnN97jG+xnHiBEx1vEa6nR8SeSBWlhbcNtLHP6OSkqI8jD77Nf/4mQd9S/PkR/lg5WCPNKmR2fkJIlzNuXnzKn/3qSPtGxoPxeEWmQoPXPwTKWoaYuxxKn//D78hqXWGtgoF1o7OWHjKCPJx4P/7t6+oHF6krSAaUwdnHAKyGBibJl5iw40bt4koGvpOQMmZoG5rkMTCRh5VFRGTWS32n4FHJWQ2DFKZFEH5iJoGUXU8Q4TZKe7X3UGCXuN+PaExXYJ9dAlbH2nZUyeoOwUkSqPt8Mho/iieUN2g7pU9Hm6Ix8EzgNC4cDIF7teFJmSBXrgGBGm4V8vx9tfQhK2coOzKwDmhUG1bF9pxDw2jZ/eEiQdJSPx8cItJF7lfnxbLkRVpGVpe5XcWqNuc7UXmKccp2I/7vTOkx8vUlJpjZS/zbxZoynruIvH3xjU8mi6B+7UxEo8MDffrWB2OEfEiTVlXVSQSuQ+SpFxRB+uyPAm5/DRhGu7X3QPWd/fFGdpEeyUyeQajqhO2996f91VkplDuoHqD+3W8NQ1zpzRKc4Oxj6tgU0Mm/6aR0mWY1M9sk+4UQv6judcGkTffv0y/zwR1C89wd3Yk4cEkT8pCkVWMojqYJTjMh1qBo07gfjWKoHv3OTOjgzyeVLI9Xo2r3J/oaG9so4tENojl4SZ8LVPFjifUu7U0DgOvJHoWF0kMdESaJ8w6XlCVEYhpaDFjow+RRMaJywtdZcF45atnJatdeTjGakBdlpSIJoF14YDyuyG4+itonz+1F+lghZxEb2TxdynIjsbFN5e8O95Icp683DMxOz5E29gGO7NNePtL8JH5ExJXQWyMO7HNC2oDtL9GjLczUallBIVJKOlZo6+3l8GNI4arg3CIqxDbua/pHu6erhR3vD1TOw+gzPbUYGIv5f7AHHmpPqT3Pkc134hbRIxY/9WRJnyt0lk5Pqa3p5f+tSMmm2JwDIoiMtAJr7wOMX+BNzfIv1oz6OySF+uNRUQhc6J355WBuUz97ryy6JTZ4TFKYV/UaieBflHIfL3IfLjIykgNDl6BuNs7kvV4g9XRRiQeMqys7SkbUDHZno9LQLm6PYU9i4cv2F3qwE8eia+PlJy2ZRb7q3D0CcTdwYncrm2EpXmJuwwLS3uqx/YZbytAqrhLjJMFhm4+5OTVEh6ozn95qBpH7wCcrG3IfLzJ8mAV9t5qw3peHXXd0wnqdvqxu2mIS1AEPi4GmHlFUVFfia88DIlvGP27J6zPjlGdEcEtqzDm908oTowkqbKfrvocLO3t+MNnxrh6eiMJK6f9UR4eQQVsHyrx9w6ipFczQRBBXSQPp9Se4LbMFGIz6nhUn42lvQ2//bMZBc2tRIQHUlRShV9oOAl3sghLzCfQ7BZmPkFk5j9+xZ97alA/XVddtlMN6uIZF99ZJ9NBjomJEd53elAdjuMvleMp1Nc7iKiCbkZb0vivX3yCpb0tn3xmhKPUh8D0NlQHM7i6hdP62hL6NvkJEZibuyBPSkMamMPi4XMm2itwtHPi87/cwM4nBL+Eehamm/jy336DoYMTf/vsGt6xd3DRu4FtYCzF1f3fCKifrrvw/SxQN//0Lle+uIqx4Q1+qSdj4fiEwkB9PjVw4KtPfotdhnpyu7vVi79RJL0aL9zrgPiEzrp0brmE0T73tof6zbJ8V7/PA3XC9pTbnrH0rby9NeW7yv90OueBupnuakwcvKgbmONeii93RO7XB/gEeOPq70+lwP06XoWnnxT3oFCaRVCXiVN8kRrUzT9GEhpGrwDqWtJwlXkhiU1Tg7qSQHwKu94a93WCuqNdMoNdCYgpJyZWSmZDLylxMkoE7uqxypf5PxBAXW8e7nIvcaLfLYC6phjc0zWgbqQWF0W8uPWsqyYWN18pXsm5IntHXbY3QdWvthudlpH2u047e4beXpinbnPvkPWdfdZ3D9k52CM7xI2ICqHgz9X/C/fe87MqgLrjU5vUBVLcijj0jM356s+/5O++dODp0uv3tcLQZZjU97ZJsQsk9wfuqVMuDCGxdyLmgRqk9N1PxCblKardUYJ83enYFrhfh/G/HUKn8ojRsUEmdgUy4jqcvRW09g3SMTovgoyFwXqkpimsHT+nuyiFm27RjIkG6QUjQ708m5mjOiUCQ38NP+DhAFbekQzsnfAg2YXo+lFRUfZmmzD2TRMps4oj7EmseULTwLx4L9XnFnGP1TPZxak+mscED9ouET5G2El9MDS15NPf/TO/MAtlXCjn8QljYwOMKE9QzT3C01OKp4ctN83M+PUv/pErQRVqJT5aQOFhxG1jff713/8Zu6QGuodHRaUZr4jDPTyLhp5+sZ7DBe7YxquJlrX9RLiepTizz+owsZZQNaHew5WbEkRY0yaq4RK8w2JFovTloXq8zFKYP96ne2hYBMnTtUk4R+TSN9RHz6x6maaj4A7+8hqxzoVRfphFqffhnS7HD+m7Tplt9yOXpNAz+AiJVwASLx/yu3ZQzT/Awc0bd98EHs89Z3WkAYm7Ly5+qQxunTDxOA/XQDX4Vil7kHmm0jvYirtnAB6ePhT37LE93YCDhzcSeRJPl05YGKjFQ0hDns7Y7gkjLflIArKoLi+juOAOnnY2WHn4UNy9y95cE47u3rjLEngy/4KlgQocfPLe6bHS1R46Qd16J+6eqeJSseB1jgoKwMMvBv+gcNx8opkSjPDmEo35idgHVIp9uyQtAb/QKLysIng6NkqQVIqVNBDFvQ76HmUjCa9GdbyDr6sXxS9B3Ri+nlG0rwj6sUVioIyopCyklgq6xobxdHAnp2+b0co4fv+nvxBTMcST+9nIIwuoKK3kXloEto6h4mREV920/+mynTtrwwS5uNAu2oVxfHzkOEvDyX64hup4mAAvP6R+EXhIA4gu6WPwfizXDQPoHhunMr+CiBAZgdndqI5ncbT3o2VeDSCUK5PU96q91bOt+RjoWeMYWc7i9iCyGx7UDEyQEeaPuYcceWITcyPV3PyrBfXDkzSXV1FadZ/CigZSw71w8c86RVn4zSdKOkHd0R65OQoish/R2TdIjMyHzOoS5Iok2nr7eVx7D4lMwaiwj3SnB9ntCHq0oG62Dal+DLPHLxipyeamYyjPBLt2xuB8Ef/rBnUHPMlP5KYknvGP5DEU6nYWqJvtvo+xtSc1k+q+kZMURHjzFqrhMiIiQ/CPSSCz94j1jkyi4hR4RcRTPnXCTJ0CWXqVWp6qUZx9w3i8cUJnfgAJWanYByQzvH9CY4IjsTqo6nSCuuMNUuQW6Jma8qtf/G+sovKJjosks++YtSd3XuZfMX3CdEMsMSlxuAUn8HD1hL58b4ILHqvLs9GJpXc0IwcnNKZISb6XgV1QJkvHJxSHW5PeIejP2X1Bp5094/kLA3Va7td11QuR5NjFP57elUPxBOP5tGCql/Ri2ud0cb9qBTDWlEJQsdoLov3v9FWXYVLf3ybHO5rSjteXe06/e9m+C3V5s0w9+d78v3//e4ztHLCUJ9I9Mkqg7TVu6t9Gmqrh8TscJ9IunsHDY/pa8zAyvs2N60akVL2+/Low0kKYRwFbx9tIr/wb//65ERY2NijKe9T57o5g8Lt/5Ld6Fphb25DVMU1deiBX9E34m3Uwfava5SElWUEOfG1kjJ4kjdHxAQK9TDA0M8YxPIeJtSUqsx8yPNGFu/1NjI1v4plQJoIjoX6PSyNJaJlha3aAytI+unurMDPR4+Z1fWIKtUTmh+RmhFE+uc/kkzZqmzRcmEfLJKVE8nh+h4b8UPT0zfjSUMqjgXGKM+VcM7Litr0XLRNvH5A5S3EKZFf5v3/5BVZ2dngk19Df9QB7Az2u3bAguW5E9CwtjbQQ6nqPjWMV93PD0NM35YtbLtzve335tbsin5i4DpS7PXz57/+bPxvaYGbtRN5TYVvC2Up9We/pltk21dHe/OkvV5DmdzE6XIGF3g2+NnDj3pNWEhRptM4csjreQlCAAllEJv3rJ0x2luMXW6dZ+tmmQiHlT3/5Gp+iHkb7SzC7foMrhh7kt7cQr0jnyfwxi8PNBAYo8A3PEoH/eEcF4XGlpIe68oWxBZLYUjo7S7DUu8EVA3fyNPk/mj1iebgO73DNpOADZa8T1G324eeXLgJUsR/fCcLQyIHYsh7aa6PQN7DiprktUXEZyGMFYH9C1d07pOXXES11xMrejv/+3BhJVAIxud3s7MwT427KdX19fvO1Ew+nNfp/tEiQjRFfGlhhbGpAROEjppaXCLWzwMreht/82ZDc4WNUi418/qfr1C8+p7suj9iUUiK9LLlmaoY8qZrFM1Y3tH1Np+083Ke9JgozYyuMje2JrmsjLyOD7OYlVEfjRIVGERyTRnyigtufedI8O0R2mAem9g44yPPpGewm0M4YPb1r/P6WjL4N9WRcuTxOsK8ZBhZW3DIOoLS3DfevzYkqeEhmqBQTe0c+/1QPz/R0bL+05m77IHX5wRjbOmHhFE1jcysSy5vcNLIipqjjnV5IbR3Pu+oCdcrVPgJd/HmiAWPzXTn88Ze/RZKjGbyPN0mUB5DXuYHqcIwIuyQGNKBuY76DMMcsVo4PCDf4Df/7f25jaWNLUP5jTZ+/eP3XCepUCzh9/s/84gsT0d5HVfV9FFt0FqjL9b7C//OrL9X2NqWWvqdN2OrrcU3PkuxHs0x0VmCqp8+Vm/aU9y0w1JSN/g0jvtB3o2FymWdVDbRPbPEgXyFux/iLmZy+lRVqU2VcMRDGqhD6117fiy30A92gTtsme2SnhVI7+5zZJwUY6enz1U0HKvoXGGzM4rYm/4fTS7SXxHJDz4TPjH1oX1zjSXE9vUvbVCX78pWQv204E2urFCpcxTHyqnMsU9unVq902CLddlZbttevFw7q1rb3WV3fZHJtl82dfVa33wZtWvCm6yo8rwZ1rxdcq4y7QrgUzeZi7X+nrzoNkyi0Fyh33x3W43Ra3/d3XaBOubfN/OIiw+OTDM8siV6rrfV5hiZmWdMYE8E7qtx5FYZkeX6a4dm1twyJEIZDuXvIruBN3VxlanaGwbFJptY0ywOHR6yurzAxPSX+P698jupwl7GJSSbEwwin2ki1ycj4FNNbGlf+9hpD41OsiAPJIUvL6g3u2xuLDI7PsHFqhrizv69eelPtsbSqznt1YZrhmZXXllWE0BFCaBWlcpvlTe3eOoFfWFvXIyYnJhlf1exxOVIxPi6UVfepybMUZ2t7k9n5eYbGJhlbVFPWLQkynF55uRFfDGGyqw1jcczUxCRjK9q9Na/kIhy9V6qOxUMgK2vLTEwKspxiQflxljy+6z58lsxUxyrGZhZebo5fmp9hZE4NcIWBZedQG/ZFHf5DYCYQD8a8FvZmT0xDGxpgcX6akXm1/MU0xHeEkDWv0tgVQyEI3uk9xianWNQQr5+d/zeTu05QdyTENTtAy7Kwd7jLirC/WNTDF2JfHF3QyGBP3QfFEAfiQZJVUacmFjdFpootldrI7+xsMTwxzfyGCtUpHdncXGd0YpLByfmXfXBTuSKmMbm49TKEz/ae+iCGGGJBKMf+FqOT06dsw6u++WbfOM92Tk9OMjixJOqjGN7hQNgbpw47JOyV3jnYZ352iXWhzKptUXeWVBoAt7HK8OQMS1tv6OHepvjcxKJab9aXlplf32f3cJvhsUnG59ZQHh6zsrDM4o6Q3xFj45NMbagHaOXWMiOT82rPvY6B8c36veu3LlC3d7jPuiY/9ftHzM0vs77/aqVoe1vFhih3we6+CmGxd3Sssa8v2NhaY3pObV8nVl4d9nlXmb7tfZ2g7uiYtc0Vpmamxf4zvf5xloPPAnWCvZ3RZW9ntPb2mLnZaUbm1jXjwQHTU1OMLqj3TW+sKVkX9V4l2teXdvhwW9SZifW3AZ0g1/NBnXpcUYf4EvKfei3/KTF/DZ3p0Z4632VNP17dUm8Pe5m/Zqx6c4w8p8+ebWff1t8LAXVLG0rmVjaYWVoXP7PL6pNds5rf2v/f5zq9uM7yxjc/Yn22YXpbGN9WYS76fV2g7qLz/Cml/yGK81OSy3l1/anKTCeoO8conyfDy3rvx2Q7v4mMdYG6b5LOZXpHJ6j7nvrtWaDu+5LX+aDu+8ULH2JnLwTUza9uMDG7wMTcd/CZnWdxbVPH6df3E/KPyTD9DOrer82/qVH4EMX5pnn82N77qcrsZ1B3sbp4GfTkZ1B3sW38M6h7f/l+iJ29EFAncL+ql0SEZZFv/9HyLAqg5kM/QlkEzrQPfe8yPi/U5TKW68dSJqGf/CzjD9Oxn6rMvo1N+qHoy4/Jdn4TmQt0l0I7f5N3L+s7Qn0uS50E23FZyiK012Vub6FsgrzeZ7JzIaDuIrhfBaQqUIV96EdorG/67ofmddHPC3W56Dx+yukLM8efZfxhOvZTlZngqRM8OT9mffkx2c5v0k5aT903efeyvqNdfr0M5dMud16GsghluGzlOS0XrZ39UYE6oYLvU6E3n9EO0m/+/0P8LdTlh1juH0qZP8TF/UOp00WX86cqs5+XX99/6eii++BFpa8FdReV/veRrhbUfR95v5nnz8uv769DH2JnP4qnbmuyA6mTLVZBWUztvH9FtJ3gPGDW35LL3eb+M8GOrnd39nYoSvbC0s6e4OLOt06BavO9bFddoE65u0l2rDuWdnbE1o+yd7xPbqQjFnYuZLbNoTo6ZH62j9zkGjF+1sbkY7wtbbG0cyS5qvdl3XdUOwz1tJGb3Yby+DkzPTV42Dli7hVH37LmuPXhIb0Pc7G3c8QsKIvFwxdMtt3Dys4Bm+jy107UPS2PxdzOHklmK3sHKqoy/TCzsyenVR2vTpDtrkpJdrQr5nZOVPa+OgH2qCaDsq5XQaHXZ58i15Q5tuSp5sTTHuX5KbRqouq/bKu9JXJzM8R4QGONeVhb22NpoKAu4AAAH1dJREFU503t6A6j7SVY2tohz2hg89RJQu27ZynOxuIwCl87LG2lVAxus7c9hUJqh7lDME0Tu+zs7zH0TJDdI/Ek4khjIbZivlLKnqnZNIQ8lNubPGmooaxmSGyXp/dTxXawjipi5eVJ5Q/XD235v4/rWTITyrK3NUlBScsboTM2qCyvp29Re1r5/PruboyTX9LG8mn5HK1RUdbA4PIbpyc/4oZvnaDucJmMEG8s7ByxtHPAO7mMud1d1nZeP2G7Nt9HXvnTDziluUV1ZT3dL4PUblOcEIKFnROWjm5U9b8eNkdXP1DqKIeu507/p8t2KtcnKctsFgPuCrH46rJr6Vs+3ZbP2RCWinaFE87nTMQPlyktaWRsXcMXLVAEDjXjbuuImaMX9cM7KA/f5sPcO3rOtkiDdn6/OV2Pb/r9PFC3+KwS35gCTUxCoSy7lKYoSHmgjrUnnJKdnujmXmods8JJ7/09xgc7uJfeJMYmE8u0v0p+XjrdyxdfF60MzgJ127vbdD9qpKDgQ/rltyv3WaDupexS6tSsQysjRHjaYeYYQsv8C/aWevB3tsPMPYru9RO2J1uR2tlj5pPM4NqrPjfVUYqDrT1moXlizNTxlhxRL21iK18bq7Sy0XrqtL+1112h7QbauZfRLMY/VE4/xU/MP4ZnGy/YnmjBU8w/hXHVCSu91TgL+QbmMH0K7ww2ZWFh54BtXJU4TvTUJIpjpHt6kyYY/dnyPM/OasupvX4EULdNhpcPftn1pAU4Evoyns/ZFdAWTnvVZVyEe7tbkzh8+g9ciWj6IFA3N9CMf0o27R0NuDtZUT76utHV5nvZrrpA3Xh3DQFpebQ/KsfD04OMknIcZYk03s/BU65gaG2OCOer/PM/2TN4dEJvWRr2Nkk8Gx5j8lTIjaWRB1he+YQ/fhXHxvEeuXcTyWropjTOFY8kDQOCcoaEtASKW3tIC3UgOrcQuTyEO/WPRKW791QD2NZ7sHOWU/KwFX93V6paHxMel879J9X4WoaJFCqCbFdH2pDFZtHQkI+3fQITwrHyhQ6u/uff45A3/LJNe2sysTGLoWt4jIlF9UnohdYMfvHv/0la9+kB5YShQjn/8J9/49HOEeWB/shiqukbmmRxa4Ws9FQyHzwi1kVOXtvbtFxnKU5LXQ4R+fW0l8cjCVKQkp2FZ1wZNZnhBKSUMDnVjs3Xn/CHL2NF7teSAH+8IiroG5pg/lSokoHmLP76219j5tfI3v40UcmJVLX3EC0zJ6JGHbj5svW5d5XnLJkJ7+3NP8TaPkoTwFqr7zNIXYKo1wQWfVf627NNWNrFMPUaCJ9E4hzMw9lXBvxd6XzX93WCus1OrE2lFD0Zorv/KYGuMiLSymg6NUERyrHcX4aVx92XE6p3l22DEK8gSro1AUoPJ/CwciW5upPHLaV4e/lSr6UQOwPYTg48pV6rn2c882Y5dNndtZmHuF2L0HC/LhB8w4e6mdPg+piOtkfczc4kPl8IMqxt9zevQhuG0TKt0d/9cQKsPMlu7qe+IIf42FT8EipfASBNOpuTDwmMrv4AQPxmvu//+zxQ1xpjyn/dcqBqUF3+7YUR5Pr/zlehTWI4me2VQeQWV/i3X7gzcniCcrYDV73P+fUf/NVBqI9PGC0L5h9/9SkVk+9fprPl+X5pnAXqJrvKuf7p7/nSLOujyFaox1mgTvlSdh7MHL+gIS8Ol+gyarIiiEy7S2ZWKrK0ekoS/EnMLSApMY6w3IfkREhQFGli/h3OEyiTkVDRRpzcg8KGWmTyYDIbHhHuYUte19vxac8CdWvT7Tjrfcav/xQsOjwKk8LxTm2gON6fpLxCkhJiCctrIVvhTWZFORHhCmLL2kiSO5FcP6DWAdUEEg9fMf8wqSsVD+uReAVR+KAVfxdbKkdfOTV0tfF5dvbN5y8E1AmbH7cFqqD9Y/aOjqjNTCCuoI78mEjSqrrYPXoh3hPuv89H2CD49vLrc+rupXLb8Aa+xd+M+1V1vIDcyZii4dNG6f2U401BfozfukDdy3x3h/H1cCAgWoG/SDkyT0iwB43zQn2mCDNRMHj8gvZcf/71dzewlgbRMvn6xsuV8Rbkp2jChLSf5XthH13+lnGuT/XAOygU56g0kSu2u9gHebGaT2+ztxgLxV3Ro1aT5kxks5rQfKG/BjebKLpW56jObtZwv54w1HwPZ+c0to4PKYyLQM/UgJiWOTZmB6mt7KO1Nopf/PprrCV+NE6o2DtYJkTqhp6dA3n9r0Dd3tIIUgcr9D1ldK7sccfblP+6aoGzIosJpSbu19YEIXZe5Ha+8hhqZfguxdkeKsHVwxNZZDgZIhdhHZJwhUg9o5xqRW6dyc7xMelSc/7zKwscw9IY23odePSW3yPYv/plbDEh76IwC/zKht6SsbZcl/l6nsz2Fh/j7pvFxGIfwc5WGBj70TIzTLTMD2sHS0ytnKjsGqb8bg4+npaYWDtTPfh6bL/t+VbcfHKYWuwhwNESA+MA2uaGUHjLsBXSsHamqnuEkuwsvD2tMLFxp2lyl/66e9g72eOX08HG1jCBTsK7/rTOTlNbmI/Myw5TS1uKutc/AFy9sg26Qd0z3ByDqe2dZnRmgvTQeCIS7lHbNcv8SC0O5jaYeYZQWVuNrbkTLs42WMqTGFs7pDzNB3cvL/yTC2nv6SZQIiU4MpX01DCMLY35lz+ZUz2h2X4h0IT5xNC+qC5PbVI80Wn1FGT5i2kEpJfx5EEDsakCG8UJlenxhMTn0dAxwYOSZOwcrIkq7X+tD+rqY7pA3etUV6uk2PgTmpJLqL8UUytrUms7eNh0H9vrv+MfPvVgeHObB/kJuHl5kVA5wO7+DvcUXpia3eJfPnejY12zCqBaINjDnpiyp0ysqJhpS+Tv/tdvSX00y6OqWNy8fJBGJ5EWKeHv/vlLqsc3GX1UhLOXD0EZDaxt71Kc4I+1tRM5rRrqwDMB5at21FVv7X9ngrr9WTLzq6kuyiMjv1WU8Vh3A5kVLRQkJdEyp4mDphomyDjqJaPE9vJT/EzixMnr3uo43o423HYTmBNetxHa/C/iehaoE/KafFyJn3Pud8LG8T5lPwvUie8KsjMVKBj3yIr3JUmgCVtsJCDYC7egMEoFmrCxEvyCvHAJUdC4dsJ2ZwpuiRqasOWnOAeH07t/wkRTLL7B/jhGZYie1c4CKf6lvW/Z27NAnVAe5WIHfhYpLB9vERPpS4FAEzZajF+Qt5h/0/oJymdZ+AbLcAqLpUt1wmxDGJ6ZDWI+e5ON2IQmMCewYZWH4BsSgEt8nqiDdRkuRNS/7WQ4LcPz7Ozp54TvFwTq1NyvAkWY8vCA3tZy7IzNMLNT8HB0RQR8AuOE4KJ/n4948OKNPXVLIzX4yIuor03EL7ftrQbSVlSXYVLf2yIzwgPr6PLXAt9q37uM1zNB3f4ycf7OSHNaaC4JI6h6DNXhHMHhcqrFWeA4QcYR9KqeM9BSRXx5O50NySIPa25BCuH5zSKd1pvcr1PPKjCw86J6cJrizGgS69Xes4HGTG65RfOovRafmHgmD0/orgjHU8Nvuvz0Hq5xd8UZX22OjNAGYVa0TXqoJRbydEbX91kSAqQKRnd7igipIZL4WjpbyggMr6aqXIGiZpQ91a4YfHigvZbY4ja6H2TiGRRCakYWiXeaybobQs4zDQg43KUoXkF6XhMJGRG0Tu1QV1ZA3uMhqlLd8UxX04I9LgrntqUrTSOrb/WZ8xRnd3kINyd70uq6yE2TkdX3AtV8M67hcYwfnrA22oyvVQabx4fcL8knp3WQuhxfJNGZ5GZGk1Q/KOan5X7VBtTtKItHzzWC3rW3l5ouYx98s0znyUy10oFfQBIxEVJCMpt5WJ6GfVAkXnYWhOR30F6fg8Q7GAtDA2Ire2kqjMEltOY1kLW3+ARf/ySiQz0Jy35Ic3EyDiFReNlaEFHUyaPaLHHGa6ZvQNL9fhry4/GKzSXE5BbXHTyIT6shOUad/4PSVByCFbia6BOY28GTmhTs5MXfHU3Y7gDWX33FDSs7jG9+hpl3EpX3i/AJiifIz4uy7gke1VWQFiLnqoEHrQMTxAf5k94wSa+4NGPJH/5misTbBwvnBKqr03GQKOjq78bGVkrxgCZe5xvcr0+yUojLqOeJmIYFv/2LJXfLK5D4+vCgrR0vb3dkEQmExGUjuX4FA4kP8ekPWH0H6NFlO9dmH+FjqPaqq443yLL3w0j/GpYBpQwMNSL19MdLHoytnQvShEZGuwr423//BTM7C373iQmykBCkIVn09T7EwNqP1sVXqyR7a/0EOFrxpZ4zMflZ2DqGM7B5xExvFY529vz1sxtYe/jiIM9hfLods//5A7fs7Pnzn6/gpUjB8i+fYe4bRmbhs3cC1jf7sa7fZ4G6jb5C9E2skDha8AerMBEE1cRacM0pFPPrn+BRpGa90cX9KjNJZOH4gKqkSFLuNZGUEUbV2OUAdSMPS5BdElC3I/DmmkQzur9DTpyULGESvdSK1N8bN7mc6rkTVJM1SORSPIKCRVou5bMcHOI0oG6uDa+wMPr2TphszcTR2xNpbJrIa95ZFopX/tuOoPNA3drMI2TmAg3kOvEKKeUCqJyofpl/y9oJyr4iXHylSMIjebZ7wuyDBFzT7ot2f3eoGndFPLNHJzyrTcRRKkGWoqYorL/rR0Dl2Fvj0ek+ea6dfUOPLwjUbSNwv26oTthbG8bDQ0r95gkrzdHYKwpYPThhc/fbcb8+uefL77+4xdd/+Q1/f8Xxw7hf93fISwjGPfPhuYI8LdTL8F0XqNvb2yAz0h/fgqdiXfqqonDIFYzKAqF+LrStCbPSEQINw3m6dczyhmb/zXoHbrIgcksLSK/pEAe2paFGfCxSRbquxWdN2HoG07YuvH9MbWk2uY9HGWguw9I3hmFhj9NhLxbyWFFRuu55EFqpBi47Y9UYB+aI5amJtyembpCJDfWMPEN+m/jHao+Dcm2RKZHfdZ9ouRmmNpb89ZoRf/vjv/MfZmFMaEjuV9Y21AO9aghfH2dMDa/y2S0Tfvfrf+broArNfoQ5JMaf8OVNff7jP/4V2+SHzG+p89lsS8c+PJvBJXXdx4o9sfsA7lfl4ggBvl6ktauBYE6inJhOAdTV4hWmYOHohJXhRnwsU5k7PmJ+U+0B3e28i11QEmWC7B6pacw6i7II9BM8KM/prMnBMiDt1L6c9/MgXIa+qC2DTmOzPUpCQjWLy/3IvWTYu/pRI0wu9rtxcZLiJkugfeGErcmHeHrIcPNPY1ggwO4sxj1Yy/06REJiDYtLvfhIfLFz8adhVpgEdODiLMVdnkTXqgCmG5F4yHD1T2di/4TJJ8VIQ/Opr8gjJSmGMLkPNu7+1E2doNrrxNVZips8QfRybYzW4CzL/+5A3XoXEq8UJgUjezhBQGAAwfHZ+Mv9cfBNf7msNdh0F6cAdT0r7iQRGpdOmGs4hXV1uNq74eATQkx+J89as/CKbxf1KFIeQmmvhtrucBw/33h6NFRVdyOCiIjLIsQtnKK6WmzMnCkcXOdpQSw3DUyJzm+npT6P4IRKqoruEhMZjG9IBnOn9ym+MTAI7asL1CmXe/Gz82ZIfH6ZEA8f7DxCuNsq6NYkwb4BeAco8PQNI6VujMEqBX/+zJmyunruJGfhK/MmonRWzWfrGU7r/9/emT5FlWUJfP6SiZiIiZkvM9HT1dM1PdPjdHd1RXfNTE11RUxXVNVUtZZllSYqq6BCsoMIsikKolha7iyyJIvsi7IksgqCQLInZEICmQmJQMmX38R7mVmCJokoaBbcDzde5nvvvnvvOb9z3nn33veurVfLbDKgmbY+2IzUZrD3Sw/8z5dgXBrirEcwlwvKOBWoxCM4mtjravQ9+fzpN19wtbicW5evcaekisyMTOJPhhF7ofCVdGpn2r51HNQtUZx3nuMhF7hy8zbe7oGUdTQTdzKK1Bs3SY2PwC/qO8Yk+RjbiNyXSLtNzlIvZ7gijcHFcSIVH/Hn3V/zm//4FQcv1q56kLGXvxVbZz11j2uyCfO95RI9dVJQF/nNGfoXn3AjNYrklmUs2lLi4sIITDhLlmTP3RnEJ57geFwyZVJPWX0KgRdzrff02Q58IhJk2fcVxZOQchrP2Cvy6NCD68eIl+Y1P8f8ekFd6IGLGJZmOZsYxW3Jn3WlE58YxfHYZCqmljE2XiLubCw+p1JperLMUNEJwm/aYgx9PW4R5+W5qI3p4SRcOItX4m15NKskxZPke86XiXToZ5+rv709WxrUGWYXmbUYuJIYxJeeoRw48DWnc1vkCbAG8+sFddKyN/pJA+VXgzmcXGBbiufFm6IjxzRQdoa/+9tfczg6gajka3RMvLknJbvgX2XrKKjryAzlb/7+9/jGJBKddofm1gaOHT6Av78XfrG3rc5loZvIPadon1+krugiCr/j+Lm5cfKS9YZhr8tIRxnBbt/La78GfvxLfvGJF9Fx8Vyv7rMawKKG3bt+xnvfBhIdG0fBQw1X44Jx8w9lj1sANQO2ngSLlrgALzxDgvnGJ466pvsogzwJiQjGK+QUjcN6qgub6Wgvx9PXnbAwX3yjkmkbn0OnnyT9rC/KjGYmRzXUVPZyr+YGCl9fjh9WEHauCp3ZjHZcQ2yEF6lqPcPtbdQ+GGTGaGK0v5HAUD9U7SNkXY7gsDKc/d/4kVNeT9r5EDxCYvD08SJdPfCCUa9lOFmhn/HX//IpJ+ISScquo748m0OHfPA97EF8ep0cVI51lhGkuIRhyUz6xUgO+Yexf68718qHVpWjzviek9HVmOYe8qd3fsaHnuFEx57mbqdh1Xl2nbj61qHMFnWkHfPh8798jUfyXWoqLqA44I2Xt5KE7Cxiws9Q0b+AvrsMpX8YfmEptE4s01d3m2MnbUP9C1pS/bz4fPc+vFJLqSlNQbHfBw9vJadzs4gOT+LeyBKjHcUE+IfhG3qezplluu9nEhx1hXORSg4GKPFUniYrJ5lDCh88vZUk5kjlJ1E1sMBYhwqfUOvT8kbl7HD41dDEsWNJtE9Z/VBxUgif/d9Boq9Xknc1BE9lDEf9jhIRegqfk3myvu+kJROXfIMIj6MkJifx50/3cTAshpjLaqZ07YR77scv4Di7PtpPYY+9V3qIwG/3sd8/Wrad8PPpqDs6CdrnSWLyaT78aA+X2hew9N3h3Xd+S2bvEx7kX+FE7PfEBB7F85g33sFpchDsrN2OfKdl3kTh1UCOBMUQFhJE6K0ckhPPkFYyimWxmxPBkQSeSCQqOoKvvjzJ/e5aTocpiUlOJiTyFuWV+Sg9DnHMz51d/3sEtc33zgy3EBDkTlBUDF7u4ZzLScf9c08uF1WS4H2U8OTz7P9iLwdjE1B8dpS8piauJQURmpRKaGgK2Xfy8Pf2xsvzMIFJqh/XkXbWvvWOOQrqTIYuwnyUSMNtUn5NVQofvPc+XmkVNvvVE+sfQEa7EctCJ+F74n8cfjUM1xL0VRK90nJqJhOjgy0EB/tw3T7asMZNer16buS4s6CuuyqLYK8bLhLUtRK2J4GepWUeVdxG4ebDEXcvLhQ8oL7sJopDx3E/6MWN6lYq71xE4RGEQuFDRlMv3fcaeTgyQXpyJAq/EPa4+XOvp5urcUG4BYSy2y2Ae4MvrlLlNKgbvE/Q3nPy/VSdfZEDh/xxP+jNzZpWKrNSUXgGoXA7QkFLB6rv4lEcCWHvAT+KuoZpK1fzeELPpRglbspQdh8KplnTQ0q4Hx7BwXzlHkaL3vkUMId+dg1etiyok4K2CeMchrlFDLoBVJlZXC9pRmteYtpskY9Jx18qzayeZ7MSYuP0OJoVE/5XHpN+O3JMk2MaKsrLyc7NJ+NuDQPGn25QpxvpprS8jDu5KrLKG9HNL9PXUkJm7l0e6m1DG4sWND2jTMkQzKMuLyCzuAHdqsnny5hmjWg0E5iWFuhsqaLwbhEZOSqqH1nnxElrODapK8gvLJT3Pxi2MDvZR25uPvnNq+cETAy1kJWbT+kj69uf2scNZOTk06yV6mSmo6VfHiLpb6sgI7eQLsMzHRgmRhkyLmCa0tHRKT3BPKW5qoDMovtoVyxCrh0bld+KnBgapKvPHhQtMTQ6wqTUNvMYRbn5qNS2lxCmBlDlqihskXoKXnwAWMtwBnoeUFRaQmaOikJ1D+aFJzRWFpJZWMewbW1Rk9lIX6/O2mto1lGcl09ufbetF/FZWQb9BAOjJsxPZlDXVqAqKCAjp5DmEecTZR3V1xX2rSWz2ekBcgrK0ExLbf8BdUURWaWtsjwGh8fQzz3FPGukb2CE3qFxeW1E48wkvbb1YaW2mQ395BSU02+SrrFEQ3khWeXtzC49ZWB4jEnLU0zmGfkaPUM6ZhaWmZmeQDM2x5S+hxxVIY0jUm/tU9RS3rI2Oa9U/oRUvnmaniH7+pHPdPQycnUY1C2Y6R0YZ9rWMzOl1/CgvYv+yUUsC9MU56rIrmlBb5lHM2x96WFMO87Y9Dz9PWrZplRVzfSNjqPRWnkYfdxCZm4B5c39TM/bh+gX6WlvJDtPRYaqlEFbj3ZvZ51sY/mVLbY1b+fo6RqSe60m9eMMT84zNthKdn4RnVKdHNjAyn2OfKd83DJFuUpFRu49tHM/MKHXMSSvp2xBMzhC38g4I+Mj1NytlQPHyaFO2XbUA9a1MTWtdWTmFXK/fXjVw7i+v0mWQUGNdSiqo+Y+6q5JdLpHZOWoyCmuRzM5SVPFfVpHZ5mb1ZKXo6K0zWrPfe3VZBdU2nr/N6bPle22/3YU1JlnDTxqH/yx19UyN0l5cSUdWtt8x6WnDPcMoNFJ/yW/q/3xTftZiwlNz9izvNJXBrSj6Gz6s5e7lVtnQd3MtAFN/6Tt6wKvL7/12uFsTp20brLmsVaeFmRZMMu2n1lUz4jk/xemqS4uIKvsgfxWq8WiozQ/nztVHbJsh7s0DEz+wJxxkIK8fLIbrDyZdN3yPT+/ZfWDtr2ezoK6Vbqbn7KV32Qtf27cVv5Daw/xzCCFUrl11nI1D/sYMS1j1D+Wyy9otZZvGGmT75Elnc++kGCvy/Pbtfzs8+dJ/7ckqJO+RK6bNjNmMMlJZ5zHtLjMrLQY87R1n/3YelutwSTncVT5l9m3pmNax6G9zLXf9DlSW950mTupvI0Yzk6Si7O27lSZOQzqfoI+xZlut5PvdNbOtY45CurWOvenst9ZUPem2+AsqHvTdZHKcxbUvY36rCxzI352S4K6Ub2BnoFhegdfPz3uH5LXfl3ZwI383k6B0HZqy0Z0+KbOld6wFjLe2BP6TpWZFNRJjvZNsfk2ytnptiAFHdIyl29D9ltVpnF+ASlt1fU3cl3JfiQ72kierTzX1YLMlW3diJ/dkqBON2WUb47Sp0g2I9nX45QA2Giyry230XyueL7UFles13apk3QTEzLemI3tVJlZ/crstrbH7eQ7X8VHSfcu6csLr5LXVfNI7XGVNk2ZrWu/uoqsJH27qv+3x1ErA721fm9JUGfc5Keb13myeJ28awntbe3fTm15WzJcr1wh44311Eny3Ikyk4Zq1mPpp358J+p1lc4Wn2Je2F56lqZASWlVO9/itAGXsiPb+q+uIpvn6/GystqSoO5uRS2lNepNS3cr6yitfrXrvU7ezWzDZlxLbssmynUz6rStrlHdgJDxBu1sh8qsuLKOkuqGTfNxrmhH28l3vop8S6oaKK6s31Y6Lq6qR0qvIo/NziPZj2RHm33dV72eVd+uU59V7bD72eqGdQPyLQnqno8wxf+N934ImQmZCQYEA4IBwYBgQDCwEQZEUPcWu543oihxrjBswYBgQDAgGBAMCAacMSCCOhHUrdud6wwgcUw4GMGAYEAwIBgQDLgGA7/8t10oPLw4m5rGvYZGh/f3v3peWbWNL66b9vw54r9rKFjoQehBMCAYEAwIBgQDO4OBn7/7r3x78DBnUi6IoE5AvzOgF3oWehYMCAYEA4KB7cjAP77zz3z1rYKEcylU161eCtTeXtFTJ4ZoHXbh2gERW+EcBQOCAcGAYEAw8PYZ+Ief/4Ld+/aTcDaZqlrHb8uKoE4EdSKoEwwIBgQDggHBgGDAxRn4p3d/xdcHDpKYfJ6aejGnTgDr4sCKJ8G3/yQodCB0IBgQDAgGXJOBf//d+3gcOUrqd99T96DZYUzzQk9dWfV9MnPz5bcrjhxX8skXf+G9P/4nv/7t79n13vv87g8f8P5/fSiSkIFgQDAgGBAMCAYEA4KBLWLgD//9ER/8z8dykn5//MmnhJ88xc3MbJraO18uqJPWatOMaKlvapEzxiSc5lhgMF5+x/E+6o9fQBD+waEEhISJJGQgGBAMCAYEA4IBwYBgYAsYUIaGowyLIDA8Eul3ZEwcad9fo7iimq6+/pcL6oyWJ2gnpuQM0tsVd1SFXLlxS76QdLHL129y9Va6SEIGggHBgGBAMCAYEAwIBraKgdsZXEvP5HpGFldvZ5CenUdJZQ3NDx8xqNW9XFBnXlhiyjwnB3Y9A0O0dnbT0Nwqj99KY7jSb3VLG+rWdpGEDAQDggHBgGBAMCAYEAxsIQONbQ9l+UpDro96+xkYHWdixvRyQZ2YIOmaEySFXoReBAOCAcGAYEAwIBhwxsALL0o4O1kcEzAJBgQDggHBgGBAMCAYcE0GRFAnPvPhsAtXGKxrGqzQi9CLYEAwIBgQDKzFwP8DzEdxwAKCfCIAAAAASUVORK5CYII=)
Example 1
It shows sum of quantity of products sold by each employee for each country. Employee is the Non-Pivoted Column, CustomerCountry is the Spreading Column and Quantity is the Aggregated Column.
![](data:image/png;base64,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)
Example 2
The same as previous example but using dynamic SQL to build Spreading Column. This kind of query help us to query all the values in the Spreading Column and therefore you don't have to write statically the spreading values to be converted into new header columns.
Example 3
It shows sum of quantity of products sold by each employee for each month taking the pattern "MM-YYYY" to create the Spreading Column. As in previous examples, Employee is the Non-Pivoted Column and Quantity is the Aggregated Column.
![](data:image/png;base64,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)
Example 4
It shows the sum of quantity of products sold by each employee for each product model. It uses dynamic SQL, too. Employee is the Non-Pivoted Column, ProductModelis the Spreading Column and Quantity is the Aggregated Column.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAa0AAACyCAYAAADxoZDNAAAgAElEQVR4Aey9aVRU2ZbvW+9DjfvGfa/Ge6PufTWq6t2qerfuqXPqdJlptifVVFNNFezoGxE7QGlEsW8QBbFDERAFUbEBWxRFFMReEZRGEaTv+yYCCIgICEL58ntj7YigE0EzBTVPfNhjR+y99lxzzjXX/K+52r9Ra7sxXkYdGG3AaANGGzDawKdgA3/zKTBp5NFYmYw2YLQBow0YbUDYgBG0jJGmMdI22oDRBow28MnYgBG0jMb6yRirsaVtbGkbbcBoA0bQMoKWEbSMNmC0AaMNfDI2YAQto7F+MsZqbGUbW9lGGzDawGuglZKeifEy6sBoA0YbMNqA0QZG2wZu3U+muV1Fq6qDts6uQRvUg4KWsTVjbM0YbcBoA0YbMNrAaNtA9IWL5BWXUV5TT1NrmxG0RrsAjPkZK73RBow2YLSBt7eBXfuCuHHnPpnZuVTUNhhBy2g8b288Rl0ZdWW0AaMNjLYNuHqu5MiJKAm4cotKjaA12gVgzM9Y6Y02YLQBow28vQ3MsbRhq/8uzl68TEb2CyNoGY3n7Y3HqCujrow2YLSB0baBcZOmsHzVWinaEpNABsvfOBHDOOV9UMMYzFiMz4xOzGgDRhsYSRv44tu/4OTqTujhozx8nD6obzKClhG0BjWMkTRMI22j4zPagNEGBrOBz776hkUuroSERfAgNW1Q3/TOoHXmUgIyhXJQYoMxMRLPlJqXyBTtiPtI0DfS/LQrlFjfIezjUy5HsU5FrFf5lGUwrLf5lGUQdvSm9UKfslwfK+8i0nJ283i/kZYRtD5th/6xGuv75MsIWh+HjRpB6+Moh/dZt0aa1jdjf0DMIAw7epxHaRmDNto+2UhLLDwzRlrGSjFYJVJ0aH4VkZa87cP2aAym23d5JvgXEeO7fPOxpRWRlrCnj42vXys/f/lhEu5eqzkceVLamWkwOY2gZRzT+tVVSCNofRyNGSNofRzlMJjj/1iffT/hRzy81hBx/NRfEWipsoja4sTE8T/w1Xdj+VJ/TV20mdNFP9OINAVcjT6Jf1gaTUaQ++hB7q1Aq+wqXo6uuB1OoWxgmapLuXVwI9Md95PQOJjNFHDSJYyYB2U09vtWwaPD0YRuu0GB/nl77XPObZrA19+N5avxpvwUkkaDejCa/Z+JCGXoSEtDe3okNuae7LhZPoCPbtTNaRzesBzzNafJ0PSnLRxWW+MTDjlGkFSpQNFPhmqubDzC8VMZVOqfK3LjCHQaL9Wlr6YvZNH5sreygWFBSyOn6MoeTCw2cTKvnbZ+fHSjrkxg3SJXnA/co3jgO62W8rREgpdE80TzClW/93mccAoj5lH5a/W1LiWc/YEbOJQx+L52A535sJGWqpSk0A3MWLCfxKaBetaifnYSB0t3tsYXUd+Hx6a0o3jbj5N0+vXcFaxLrJd0qpIVc3nrRL4V9vL9NCbtTaZSqaObd8Ed+xmiHMbxjcsBTud82mOeA3Ut/v+qQaux5Q3dg63XWWXjwHSHbRw6fkpCbIHap67eI0s20Kje8r/mMQd9NmDpHk9tH8MbTOnGZ2+p0xHUowCtN+1bZiif/FPmzPv2X/nNiitcqnjVzwk35V0izPbv+F9TVrL0RmvPO6WymAsbLZg2cQz/8LdmeF8r1IOFhqfn/Vhq8j2/+YdvmepwmixJvgYyrh5k/kxn/I+fIjhoKzZzVnA6pxnZMPK3KNVDgpZK3UbarjFM/uZbvt6dTvoA266658vmqX/Hv1gGsvNZbxedrDKZQy4/8s23f+Qf/qsLR0pa9WAh53bQMqymfM3/+K+TWRzwgCrBY14cWzfMZ5Lbbqku7dzshIXlfE5ld9M+jAwCtIQcBp0PvCvqs4nz/Cc+/4s5M6MqqBkA5oXn7Fjw3f/L/3Q9z5my3klXFenn2Go1gc9//zm/++02Erp0NqdsK+T8BjOmTPiCf/hbC7beKB4AWpVcWvMDv/njFNbc6XwjX335FHY0VPdgU24Mh6z/T/7XVC+W3VT0o6nSdJC57xumfz2GL7an8EjfAGrPPIn7yvmYegVJOvVZaYv1wjXElynJv3uMBTMX4xt5ktCDftjMWs7Jp/U0NT3Gx9EJ142BRBw/hrv1EtYHJ5Cjl70vz5/y779O0GpJYI3bLvzPvF1r8K0KWJPOkR3bcFyTSN0wFfWt6Blp9Kvc71tnw4NWO/ErnDgY4ck83/NExJT1a6kXXD9H+DJTNl88jvPqu9R26UBN1dlEetxRQoJWMu1fndlz3QBaWsozE4k65MvCyfOYv/Asz0UZt2dxMWw9X6xJ1cmrKeec0xesia+kYpDop68ehgOtttZKTi8wI/jSdqy9YklIl/XRqZbHITs5tMUGt4jTbNqVSave5hTyEu6dCWLbFhcm/+sqokpa9KClJO/OOQ6HbMTij/NZve+BLtKqyybx/n0SKvWNkZpbHPeagnV0A4phHOZwoFWXm8pRx+nsjj+ArUcCz+v6ApyKhDWuHAxzY/6Oc4SeLkGpl6GpIoOrR/ewxnkhJl/tIknPh6qjkbQrRwgKXMFP/+LC3qTifhFo4fVwNv/4b/zGYhVb7/bN680NreFAq+DaWcJcTdkUcwLn1ff6+Qeluo6ziywJifHBetUl4pIbpTJSVj4h9t5jkhv0+eacIsDLljUxmdw5tYnPvR7o7bGJ2GVjWHfxBWWphxjnfJjTOVqJRk6wLWu8fblkoPEr8SkjBlqNLWK6+SsUndpRv9o1L6UpqDVNzSg6umjTvNTz8JI24Qia4vFaugO/qJI+lVgYRyu56Yns3n2QPV722LqvZVdSGhf8nHB0XMiG2Dyqap5x9mwsQVtXsnyJHeYOWzmUWIVa+4Ij231wWH0TuVZDRcYF1s6zw9x2IYtXX+OZopWH5zfgGX2PvEadUZXe28u+03GkVVfzKGonjjZ2mNssYU3wDXIkA1NR9ewCa+3Ec3tsXIK4Vt0lddWoNKOv1w9RliORp7CPFlUHtbIWxO/+ebyUnqlbklnvEc75tIec2urDdv9YcoTtCOfXWcm1MydY73+J5MwLbJ69nrjaLlo13bT3AE0m/l+tZn/Mcyq03Sg7DVFAC9c27GCV1XHSxPPSO0TuXMKPYQUou7pRycpJ3DkB67BMXsheou4ayJ+u3EXdEstK6uWKQerZK1QaNfWl13FzPsLt0gcELVhJ8IUMygX/4lLncnBHBHujb5B48RCbF+zlQXu3NHGpXe/g22oTWfe7dZx6US9FI8pOg+Mu5fCsDfhsu0G+trsfmAtQbcq5xAGX8TiekyHrEDQHt1Uhg+BfdK+95iuEHjVysh6cx90zitSyJHxne3Iqs54GoSexlKU1Fe+VYUQ/esCZXb74+pzlufSdVg9eryhKOoHn535cV3Wh6HrVp3zS8ftiNUGxORLwCt2rZQ/x9t6KvfkcVuzwZm2CiIpe0TaEDxMTvYQdtSg7XrclwUtnJfHRwlZiSc44z6Y5G7hap5VsRa3pQF6ViIdzBElFDzngvIr9p1Io7bEhg767qXsYynZ3G7yOPeBi4GImhubQrOlG1VrP3X1TsAu5x+2IFUzzO03MC13UXBazDDfvLQSli4jxw/ji/nVrcDsYmKZvw2yw3yMGWvXNbSg6X9Ks7Bz1q1XdRataQ3ltEy2qTlpUGj0PGlo6ulE3JLLZ1owvx5lju9iZeQuWYL9oM/4HTnA4bDl//ldTnNd44Gj7I1/8sBRPr+W4LvqJMXbhJNw8iMOEmfxoMh8Pn3V4zJ7OePdgorOSpYrjuOk2haUJhLmNY5zZOtyXuWA22RqLk7e5sm8G//7ZRiIzmlBoGzhtaYLDxlCOnItg30o3nPwC8PNfyRJ3P/ziiimrTCV64xIWrgpgm78v6z09WLjjLpn1ShQaLS0fQLcfojzfd56KDi3yNhUVdTKpUdOPvkpLq0pL/V0fXA/f42FzN4qLG/Dy28+xAgEi3SiK4zl5bAfeyd2oax4Tvd4Wz4RGGtpfolBrUQhnpLjFhs9XsPfCM0rF+JBUVsIJFRG1Ygse1pESaClyrhHmY4v9qUrJCbU1lnM3xJbpe+6TUaNBrekatP60db6kobmN6sZmCXT7yaDuRtHcQG7cWpacKqNK3U3hgQUsPRBHUvUrSYaWZ2H4hR0joqAb9dNT7Fnnhk9qB6oODS3Kl7Rr2yjJPov7b9YQmV0nRQcKpYYWlRaVNp2A6avYtC2RF9pu2oVs7Z20iIZWeyVXAuz4espSThdpaRb6UA3uA0SDoaaxmTq54nUZNN0oap5x+8wG3K50om5r4N42K1xOZ/NCLgCtm6YHviwPT+J2UzfKqz6s3bqT8Dwtao2o7yLyrefRhVBcPvfjqqIDuUZLq7JLKh9Z8w3W/WkF+y5l68cr5ST7b2HR2tOExgSx13cFK642o+4aup4JQKusa6JJoXzNllqEDMVXOXFsB1sedaOuTiFK2EpiE42qblRtzRTGr2PJiQJKlN2UhS/BNfA88ZUvJRnk7Z266FeezZF1sxhnt5P4tMdEbbfG5lgp9apu2pvrSA1zwMT/Gqd32uGwO4ar+bqxuNrr3jhv3IbfHbEeUTuoHfWzm4/EnwwGVH2f/YpBq5OymoY3g5adGV9PsMLBxZUFS5bi6OTDroOnOBK2jmk/7eNhx0sq7+9nxhhPThWpaa+5hIPZTk7F7MPRxJl1x3KQi0pacxoXG2cc1+0jKHQfyzZEcTHGj3lz3bkojSG0kXXBnT/NO8L99Lv4m0zDOzaL6sp47GduJ+hcHOGrZvH996Y4+Oxkq68r077/ni9mbObgqR3M/M0fmO61ky1+PqxYNIm//+9W7LhbRV1XN21vcAYfoyF+LDzJlZ0YQKu8tvF1R9MhWoMK7m0Zx4Tplsxatg538y/4zcTFrLikGwivSNrHGtM/MMZhPe5LbJk+7k/856o7FCk0CDAZGrQKB4BWPGFbBGhV6UCrqS9odQ4KWkKGdj1oVTXIBzh8jdSKl9Xnc87lP/hi1lLsXNexZMZv+GdTPw4/0Y2p5EY6YfvTOMYvXsfy+VP59vtJTN73gmatFoW6P2gdHw602jv0gFXO3cNeTLVwY2VMIfWaLhRqQ4PxdeASoFXdKB8EtDRSb0JdzjWCrP+NP1qux2mpGzaT/p1/cozmTpWYXt7Jo+2TmTxtLiZL1+Fh+RW/m+CA6/kaVNpXtLwDaIlIuK3oJGuX7ODAtQ7Utafx91vLxjuiR+SlBMiD2a9oNLZ3aqkYFLQ00nhe2Y0AVpv+kTHz1+O+2IZpY//E71ffo7SzmzZFGbFuv+dL0yVYu67DxfS3/I8Z3gQ9bNFFRsK/NOdwcY8zE6zX4JdUT3PFXU75WmF9rEQPWrU9oHVmhwCti8T3gNZmnDf6st0IWt1vnGZoQEOxuPhDR1oK9RtAS9WNuvYKK1y2s/Vk4YDuwRLiI7Zj5nyF0s5aniXtZ6bNcVJqGqnPPY61xR5OxwQy3zWYQ/FFulZQRwp7F27C03kTm8KCWe65i0NHdjLb+Yauv18jozg5HMs5B7leUE/WcRN+2n2Dy/vXsjDkDJfTLrPDdAb/8acZzHF0wMJ6EY7umwk8Esp+X3f+8H+PY6qjHWa2DlgtcMdzcygXsmXUqt7cgh2sghmf6ZymrL1TcvLydhVlNf1BS67USBG6Qp7KFhdHLE1tsHMQel/AxG8sWbY7kRpNGzfP7MZq4lwcHR2wnO/IrFkWTJixmbhqFfLObhQa9RCRVi9oPRZRSuFNjvgvYlJorgQ2iroSrvn/gPXBdLLqtKg6X3f6Qgbh8EWkVVkv6wdacqWWdo2KyqJ4XM3MsbGwxcZhHpaOdvzly3n4xjxHrqnn5K7VmE+2xGG+A1aOC5g2yZw5i0J4pOymVf0KZZ9IazjQUorurPZS7hxZzdS5znicLZBAR4qw2jsQIDuY/QkZqgYBLblSRBotPH0QybypM7Gzt8fKwQFzW2u+/osbRzNraVFms9NjMZYmNtg7OGDtuIAfv7XAye8SLzQishXdscNHWoGXcqjWdpK2y5Rvx01istsOvJ1MGTfhe8auPM61fCVtHa+XgZBH9OK0a7SUDwJaOhnquB61C8tJZjg6ztfZykwLJpj6kNDQTm3NTVZYWWJjJsrIAcsF8/j+Szu8o1IpF4DVksPlfUv5wWIF3vGVurGukoec3r2A8fuf0aDspk1Ww83dP2ITdIcbYcv5ySeac891O70UnXPBddNm9j/uRN01uAyDlcuHfmbAkTfdRy7SkosZNVrkwmhH+RLdga0G0FJ2SN1oOh46aVa96gWt4/kDQKuKpON+zF4UQ6Gqlmc3AjG1OMy9ygbqXuhAK/piIPNnbWVvnH4SR8053DzW4bYznIjgvSxbe4wzZ32xsdhMYpvoDmojJ2Ylf7Y4zP0yGe2FEUyc5c7Er805cPMpNe35BJjOwXHdRQqFoYoxgYIC7iXdI/bYZsy/deOi/rlaW8ftC094WtNKU0cXzaOs19Eux5HIT9bWIUVXsjY9aKk1vfap7KK1vZOGFF9mbThPYn7vjMGssFWs3BjCxYyHHAnditOR6h7bUZQlE75oNl63GqhpE2M4amRS96AnAeefSt2DCqmsBL1Cojy34GF1jBRRrg3pnA5Zw+cr7+lm2rUWcWLBZ6y4VEx+Szdt6tfrj5ChTaOVGoYSaHV09cqg7qa9pZasaxuY6v2A0lbDuIiGu5ttcQ1OJDn9HBv8g9l5vffU1+o7kWx3csT3mZZ21UtUWgXFUvfgaiKza6kVYyLtAny6UBq6B7cm6sZeVbU8OrqNWWZueCU29ehFdNMNVYZirLmqoZlaWatUJrq0agn41Q2ZXDm1ntm7c3vpdVQR4zYHtzPPyU4OYp73aS5n68aHRb15cWwjq1Z5E14ixpL03YPnRfegL3EKNbLOLlraNbR2qmmS93YPVmnVPI7exQp7G2abmzF57Bf8r9/9lt9abyPiSRvtEmi9Xg7NSl05iGGIptZ2qcHTT4bKq+zZvxXnY7U9MihKH3LIyYoNSaVkJfpg6n2b/J5Zna9I9p2P6+5o7tVWkxq8msnW69iZ0mcBeetz4g6v4Y/uN3WzHjurOb1kDF5nn5J7L4TvFx7kRIYOtNICrFmx3oczYoJM5+v8D1U2H/Ldm8DK8PxXDVqlNfXSAKkI43WF0Atayy1smWy9iX1HIgk+dJigsEiORQWycd0qfrI7Q4GqhsxrO5g4I4Rb5fXUZodjOt2PEzGBLJrmiPUCHwIjjhHktYhpXvsIv5tApO8mrFYlkPXiLAELvmOmVyTBe/fg4WSH6cFkSlq6UGnyOGTyT/zdZ54EpTRL3QAZ51bgucCBZf6RhB3xYZmZCwvXXuNecTyhK6Zit/wYIeGh7FztzIwpezmb30Sj5iWtRtAa0ikOVvH6g1aD1H1lSNciAKy5kLNOP2HmG8vNKt34iBibaM08yNqVi/hhxlzmu7iz+UG7FAWJd231edwItmPs/DM8qFbRptUgVySy8t+d2R6VTom2m17QyifSaQ1OpmE8FKDVWUvKxWDsTRbiHRHB7l0bMZ+5nBMZ9dSpX9GqfN3Z9ICWvI0KEWn1gFYnCo2GmsI7hNhMxvrwM3JlL1EKZ61+Rf3tTVgvdGOOyY9Yr9nL4WwxZqZBkqE0kfCNdkxZcYtCtZhcoaDo2SkW/4M74c+qqekHWqlsH+uK1/qrEmi1ZB5k/p//nf/y20VsOx1F6KEIgiLPc+W5HBEVCudu0HHfuw605ANAS0ObVk3x7aN4W8zC6XI9jWIcqvMVitYWcs+7MNHCk/kzxmK28xIJ5b1lpMg6zGqnJdjtekqN1NCr40FUIA7/vpGLA0FLdg3Pf3Nmx7lMqXxU+sknkmNMCWL9ejc8rovZg2L8c3D+e0CrppHGfqAlZGjjaeRGXOyd2fRA2WsrDfncDJvHlybuOJtOwCoig+zGl7r3nd003tuCzYLteK9xYcof/oP/9r0Hu6JOEXroMMHRCdwvriXzxmHmmziw8WA4AXu9MTN150hKFbW1KWyevxAnrx2EHgnFyWwBq/Zd5ZlaDCUMLkPf8vhYfhvA6U33EQOtOnkbYkKErE096pcIb1tVnZRW10kVRhhXDx/KLtqb0jm2eYm0uFi3sFi3gG+ShSV2G0LwDrhPmbKRvNRzrN0SR1qNjLriBLx9znDjxkEWL1vA5M9/YPLYH/hqxnoCkkRLqpiLkcfYejAdubaV7BvBWI8dy5d/mc7UtXHktApDFq1eBZeW/oC1fzQ3K1+hkmaVNXA7dBOWfxELnadgvT6aB1KUpqYsO4a1YwV/4/jL9DUce9FGQ4cALFWvTB9Axz36/MTyblKodHapUCIaNWLCjrxd2GgHzWoVDbJkguw3cCA2l2L1SxRKNTLlS5TteVzc487Y8ZOw2XSOhy0CUNTI2rtoUzeRdzealVYhXC5voVHThbw1nbDFB4i6VUi5mK0o6amLdk05CcHH2L/1Os/EzEVNNw2lGUStn8hX342TFhdPDXxEmUxNu7qTpkH0K2QQM67qZAppspEALV15aFBoFJTkxOFvsYVTGU1Uq7S0CPmUGpSNKYQst+W78TNwC3tAtqqPfOpy7p0MY8WikzwQXc+aNsoKbxHocIirhY3Uabr0MghgzCV6zUHCIx9TqnlJxcPj+CyawvhJk/jmO52tfmUyj9WXKmho65QajoPZixj/E5FiTVNLH18hdNREWvwxfOwDuFKpQSY1OjtpVSppLIpjg6UJ3/4wj21XCyjt6CODMpvTvvtYv+kqTzViFmgTT29dYs/iE9xrVdGk6pQAqFmlolH+hIOLDhB9p4gK0QAUehZjc5pXNGaeJywimKCHrbR3dL6xngknLyZiiLHzhpZ2acKXTk4hQyUJIXvx8TzB3ea+ttJM8aMjLPxhEt9P9iI8Q0at+mVvGclSCPEMZfmieTi6TmH8xIl8rdfpNxbu7HjQQXNNPhe2iMXF4/hSLC7efZeCxk5p9mnmaXdsDYuLnYI5kdEijYsOZkeDlcnH8OxNYGV4PmKgVStTSIUoKthoX6LbTIBWSVWd5JCEU+rLQ6OigxYxq0kMmouBd2H40l0MQouuxQ4pvWglim5GmZChXcw66kJRGInlTG92XyqQxrSUHV1Sa7hJoaZZdEuqxLdq5FLrUD/Fs0NUeBWNlU+5csUfqy82EH6jmGrtK5pFZVJ00Cym5IqptYIXMXjdJp6LiiS6Mww8dkkLMSV+PoBe++rwU/3d2Cr2uhP7DiqlRo0YlxBdhb3ydNDcIWaMdUjl3ijpWakvI73NCKDrp38dKIi1X9JzfZm2dIouXDVNreJ7XR6NrWrkKg0twq5alTSKtG3CHoUN6qe3G2yuXx69PAoZhL3WyVqlcTkBvAb6TRK9TlqEDAPsvkkAiN7uRf0QvBrkaxQ2q+qiVThpka+BjhhTE/qRZOqVoVnMMhS2LmQT9aTjlW5pSU99El1x/etdD496uXQz72TSDEjRpW94L3Qi6l6L6ALvVzZCVxpaJT29lOqd4NUgg1SPpJnDHT26leh0DiwvIUcHg5WPQZ4WleDfQLtX9wYexV04eFFnReNHjOGLxrLhvZBBlHOr6FocUI6iTku+p/NNZSS+E3VeTLc3+CbhF/T66Gcv4nmvDctFg0PyZ+K74cvAwO/HdDeA05vuIwZadbI2yTmMtjKEAYvISlTk4koBWrqwuD8fulbVwAFiQ9oekGtT61rhwujadN0cLWVXWecVTuStUmnHAtFFJ4xXAhiRXvotDLp3AFo4A4WilapEfyZP+I6JWxNJr+lC1aEDR923fdKLlrHB0AVN/UC24K+/gx28MvWX1Zimrz4k0FJrkLUpKanSRVq68jPoSWcb/Z+Jd702I0VmhvIx3CVb0QGdLr8h6Eit+j5lLNHunazQY38G2gPuEmhpXlInb6W8pkkCsL4ySq3qQW1Fx5NwrsJOe2xMoq+LNvvLppdhQP4GXfToSJK9l3+Jvqh3+rrQj7c+tMQaJxFpVTeKSKsXtER6QVuy9z7pJTo9eQ1GX19GfcBS0JH1rU899PSyDcaj+KZt+LomaIvJJAK0xKQY0QDqlXUwfeptTO8bBq/PBhmE33pdp7r6L9J09vELvY0Dye8YvhvUBgx2/vHe3wRWhucjBlrlYsadvI3qhuZRvQwDu6Llk19aQU1Tq3S9Pz7kVNbLpQFkkde70K2qb5K6EsrFd40t0rfvSuNd8jOmfb18xBRxYRtifVNBaaX+t64sPhV9CRnEFmViyn5RRTUNLaNfz96HrpoU7ZRU1VJarYtU3gfNUaXR2CKNZRWUVUngK9abjWr+7+h/PhXeDOD0pvuIgNbpi9fJzM4jt6iE7PyiD3oVllXworCEgtLynntuUSn5JWXkFesu8Vv3rJwXRaW9afXf9qNRVEZxRSX5xToauXoaglZuUZlEV9DqzU+fv6BVVEZpVQ0FJWUUSvzoaRSV9vAi6Bj46aWh472Hj34yCRrlev5fl+lNNHpovYVe3gcNweOwutWX08Dy0em2V1e9/Oh02ytLb1kbaIi7oZwH6vZ5XuEHtc1fVjeKP2HedT4hp+DTlyH71yDDB/bRA+vBm8DK8HxEQEus0xIr3RUdYqW8alQv0Q8t8hT7sontYUqrqmlqaaO0upbGZgXlNXXUy1qorGugplFOdYMMEQHVNTVTIYX5YpygVmrJCoAR+4r13AWNFgVlgoa8lYraBmqbRGu+SaIhfotn4p1II1rDpdUDadRIz3tp1Es0BA+Cl9om+QAaCon3fnxUGWjU0tAsuojqqZM1U1XfKNEQclXWNUpyCnkbmvU0BD99ZdLrRbzX0RB6aZT0UtMok37XyVqkdwYakkx9aQj9DKdb2c/VrSifEdCtXiaxxkbYyWjb6C/Nz2Djv5SO8fv355t0diRsyXj9Uh0YwOlN9xEBLRFpVdQ2Ss5AONsPcYmTaUWENdV0Ng8fpxke6K4AACAASURBVDPbwpqE23dxWOTE6ZhLrFiznuCww+zcu59NW305ejJaOsL58rVErOwduPMwBZM55iSnZTBt1lyJxiwLa27ceYCt4yLOx8bh5rWagxGR+O7cg4//TukkTXGiZkzcNawdHLl57yEzzSxJfpIu0RB38f/W/WSs583n4tXrLPXwJOJEFN5+O/DbvZfQiGPSWTFnL17BznExiXfuI/IVMgg+BD+CrzvJqVjaOXDleiJOru4cOxXNhi1b2R0YTNDBcFau20j0hYvMX+xMwq07zLWy5X7KE6bPMpNozJhtxr1HjzG3sSP+xi0WOC/j5JnzrNnozb6QUPYGH2DdZh/p2SIXV67euCmlvZv8GPGt4EPQepCaxhxLm9d0K3gw6FbwJo7HFroVPA+lWyGzQbdCFwbdigPf3lq3Do49uhXfDdTthctXmTHbXAJnsWHrh7DP95WnaES8L1ofgs6nzr/Q2a9Bhg9R9m/K801gZXg+YqBVVlOv23xTI1boj/4lNumsrG8i8f5j8ivquPv4KbnltTxIf87z4kpSnuWRmVdK2otinmQX8KygnOTMHF6UVnPvSZb0zZ3UTAqqGridkklBZT13Hj8lr7yW+2nPyS6u4tHTXJ7ml5GWXURadqH0+9HTF+SUVHEvLYu88jrupD6loNJAo0H6n1dRJ73PKakmOfMFzwrKeJJdSFpOkUQj5Vku2cWVUj4iP5GvyF/io0rQyJT4u/fkmcTvw8wcnhWW8/h5AekvisnIKyUlK4/nRZWSvLlltZL8+YKGQSZBo7Keu4JGWQ0PM7LJKqogNSufjNwS0nNLePw8X3om3ok0Im1+RX8agq/BdCt46NFtYV/dChpCL++o24Iyfo5unw6iWzGmuHX3fmaZW30Q23xf9UFESqI34X3R+xB0BP9Cjg+R9/vKU4BWq6pGmuberqnCeP0yHRjA6U33EQWtN2U6Ws/FeIaJmRX3M7KlbWWq5Erq27qoblZRp+ikpkVNTWsHta2dVDerqW/TUCVXUd/eRaVMSUO7lkpZe597F5V6GlUSDY1Eo1ai0UF1i5q6vjTkgoagNQiN9i4pL5FefCd4EHQET3UKDYK+4FXw/DoNwZfuuU4mjcR/rZCph4aQSdAQMhloiHtfmQbSMOhF8NGBoDc8DSGbjs+30a1OloF86GiMlm6FXBLYJuuPA5HWzxl2jvh07qJLSkSKo1WfRiKf4Y4mGYk83zdNsRuGokOc9CB2ySk3Xr9YB0PXwV8taImjCyrqGrmUcIvc8jrJcZc3tvHGq6mNiqYh3jcO//6NtAfkK/Lpew333XB8Dfe98X3/cpWptZyLS2SBkwsq/TlY79uRjQY9I2gN7dxGowxEHjrQEtt6CcCqeMMl9g4UV9/3A58NfC/S9n3W93dfOgPTDXz3qf0fulx/taCl7npFXkkZNo5LSH76Qoo4BnfeCsoalVS3dlKvUFHR0N/B9XwjU1Pf3kG1vI3yN6UZAE493/Z5XtnSJR1LIFN3Iy6xqLPqDWBZ1thOVXMHDe1qKvvQGIyu8dkbym0QvVW3qKSu2KuJSZ90lGIEraGd28cDWiIKa9BfBgARACR20hGX+C1AT5wiINIawE/8rkOtrdGnMfw20DDcBQ3xbihQM6T9FO5Dl+sHBC0t+dcTiNyuO0jufRuYaEGLcbXIMzFkl1RL3VyDOnZZB40NOcRER+Ebmkxuq6p/xNXUTlVTM8XZ19jie54rGVVUCHAbxBkOSl+frkIuuiI7KUzYib3FNMZNmsrYSdNxCUvmSWM3MjErsS/NJjV1TWU8uHGWTTsTSatVUCH2muubxvj7zZHzELppVHVx+cZdlq9aO2yk1XB/H+scTfhx2gymugZzNEulA7qaDM5snik9nzzXiSXn3+Mp2G/ZXfluoFVLvE80sbeKqdfTb84+x77lsyQZpszfyJbb+s1uW6u4GTSXadNm8ON0S2YfSqO6fWhH8nPr7/Ddg1pkNXcImm/DjBm6cvhxmjvBD2qkxf2y+3tY7WjKj9NMcQq+Qrp6ZPgcSr6hIy0BKE/JuLyHLWsCedQuwEuAUBGy4mh2BZwio64AtfYhF9bv59LdZBol8BIg9pSHkWFEhlyhVptFWtJh9obHUSsBmwHoSmguO82egBOkVuTpwe9TAKaheBy6DD8AaL2k4NZhNjmY8OVv/sL4n8J48paVdCjDee1d1yvE+h1Xr7U8zi6QxrAGBRW5ltb6e+zd6MV0xzM8U3ZQ2TfyaVJSLWuiIHk/P07awoGkIirUne8W+chU0mLkzKsBWJrZYum5iU07A9iyyw3zCVNYsDGWpMouaaFrD48yDbKmF8Qe3sg4k1Bu1bRS2dxuBK0hwKhHd8OkqW1VS5NuTp45N2SkJUuNwHGpLVYe2/DbFcAiq+nM33ycB0+fczLAibHzlkvPN6xaxLS5DpzK6qSl78arI2HXfWi+FWhparkR6MY8swn8f//FFK+TT6kVNDRFnN+1DjvzZZIMHoucsPOIILO9nZJH0Sw1NcNjxx62+q7CxHQlUZn1/Y6lf62+9eHrXd4ND1odlGdHsuB/H4vlBl+27grAb9dJEvJbUFTeYs0SW2YsXoffro04zlrP9uAM/Wa5Qzu+d+FxuLRDg1Yjam0qSTun8d/+9j/4KfAWjVJUlE/NYx+mTN3M1cJs1NrLbP7tPLZFxFGhlekjsIdEObuydG4IxdoULgd7MMMhlBIpKhOgJcCvgIYMX376aT3nsp7pvxsKED6Fd0OX3QcArVeUp8cR7rsS68kWmJlFkv4zDX4oYxKRllg/FBAShphBJiY4DOrU5F201CcT7LsZi2UxPGvXUNP2StpXUGxwq9B209gspzAllFmzdnAsRSY9U2q7pW1bqmRK6to1yDq7pUv6RtNNvVj7pHeela1qSityOLboByasvsDNOkOhKLh3PIiQiERuV77UncUkDqQTtDXdNDfmEhfpy3SbkzwRR6GL85e0rxBbZJU3ddCkfolcnI6q7aa5U/eN+FbiofOVdLhev+htGGdu4PfXfq9v7yThbgrbduweMtJqyYkjJP4J6S268lLc9Gb1Sne8Y/NIunGRyGxxZlM3asVTLniNxfxoGTWj2NJ/O9CS8fhcINs2LWbivzrgfSZLB1p1l3D12saio8KJdSN/GMEuZwuOPq/jfrQ3n7vfkuxKrW0h1vlLVsfkUCRO/X7PdXV40Gqh4OFRHGecIG9A3k1XPZjsFkx4to6v4iM72b7xIJd76tf753cw+YcGrQbUXY+4c2I5f/qXL/nJfg5RVQLIimjI3IGZuR8JJTmotfFs/9aZPSevU6UVEa+I0B5xbqUXXvPDKdU+5lr4WqyXRlDaD7QKaczajYWFD7HZWUbQ0tvI3wwsqJT0zCGNV6zT0k15fyXtzSWOIOh76egpebB/PyumhZKsFWcQiV2Z+6fr+827/lZrX1FcUYXPjgDSc0ulmXmDOuM+oGXueoVCjZK8tDi8ly7FwcmDpRuukSaTU/zsCHPNgvDz92LNejfmOS3H90IGOTUVJFxPISL8KME7lmK/2B13/wjiS7qpliZcKKlplpOTdprFM5YT9qiCEjGDsVFBWYOS+s5uHVgpq0k6fxA356XMc/Zma8RzqjRlJJzdyWSTTfj6LMXR2Z3FXpe4X9NKVW06R6OuEOy/nuWue/HesY31W5fhsGQp9kvc8dp/lptV3dT2jRqNoCU1JOraOriZnC6tR3uXiRj11zayymMJ3o/7O0Nl3RPOeo3FOrL84wOtHkefR9CEdQQcTaNK243qSTDOW3xYfl0cj9NNy9MoDvjasvZkKvEHnBkXkqU75FTdwsO9E7A79IjMpv5yD/QLP+f/24BW0e1dTPlsBpaL3XBxX82uOw3SScktN1Ywael+Dj7X8SVPWI3nClf8H+sbEz2yv3+++8o6PGjdJSHaH2srTyKCZ2C98yHN2gIas3YaQavfxBRDFDh0eY1opCVASOzeLDbQ7H8JpsqI9duO60+h3BcRjdj5+rV0A797+/9ih+Oi8krWbfElLaf4rUDL2us6z8puEr5iAl/+sBhzc0smfmOO3fkU0lMOYf39LGZZW2HrtJh5Vj/wvcN+Tly7jI+LNZ9/9hMOK5bg4DCLH2dZsyDoBQXydirlHdTJanl6K4DJM4M5l1FFlbL/xIoqpYb8W7vwtJzAlzOXYGMyjbGzVrMt9Rn3olbx9X98xTTL+ZhZ2jJpzCzMTyWTmR6O1TczmDB1NlYLA9iwzZv1fh4sWb4WdzdbTGyX4XmkiFKF8t26Mv8KgK1O0SGtLTsYcWzIxldfx6SWZxC47Cemu+zjYT/n3c6z8yuZNMGS8OxOWj+27sEex52K//er2H0sXeo+U97axkqfLfg/7NLpID+OiL2eOARc4uIuW+xPlUvAoO5sIeuoAzP3JPG4Zmhn0k9fPfkO/c2woNVZT/YZN/75H79lsv1C7BeaY+LgyfFHNTTUJ+OzzIqpNi6sWr+PtfYT+dHBHZ+7nW9frm/J51CyDQ9a97h2dCPzlx/kwZNDuNlYc74il+pne7G0MEZa/WdU6iL/ofT9qwYt0T0YeuSktEBWrDfqjbQUlDWpaVBppZl8LXUPCfbbynyvk5y94IediQOHi7pRqeWknHLhtzbBxMbuxvLbH1gSlkORMHRFIm4LtuK9J5BNbqZMsgrgWrOooKVcCvdlmtVRUgVoNQ8DWk3i6IpcQlZYY++6jxuqbtR1d9i9eQnjV0QSd9SDsWNs2JspjnHv5Pk5V3430ZuI8wHYTpjPymPZ0sm4am076Xeusj/4MPsDN2A1y56f3GJ4PnCM7q8AlHrLefAZhQ1KDfG3H0o7iLxVpCV/xsVdS5g434eAm6LbxuCIFeRfD2Ce3XzmhWVIEUzvO0Oakbu/VfdgD6/vClplHwdodcgoEmeVRejAVtj5zVVjMN+RSEpbN4q0A/i42jLbwgNPRxPM1q7G+3ZHnzIaOf0byvrtQGsd1m7RFMvvc/vYHDz2xJP7ZA/Wtv767sE4tn25lICTCVT3dA+mcmGFF6vsD1Fs7B7sKdNfLWiJ48jFxrOLXZeTkpXffyJGk5KamkIS76STmCmjtfUxB/x3sMTFn5DDfkx3jCNH2UGjoo7n98MxM/XnZMwuZtsFc+JBOTWdL5GXXmDpQj989+1h7ZZduG6/J4FHa2Mmp4J9MJ0fxRMp0lJTK28iOyUSO5P1HHtcSVm7hip992BdZzfqxni8lvqwbOcTqRWskD8nOjSAefN2EH5mF6aOp0ltaKe+rZnC1Ags/ujBnuO+zFwQyMH4Qmq6Wnl6JQT3OaZ8OcWUyT+N5/d/ns70NdckOfpNLDGCFjWtKlKz8jh36UpPRTA4oNfuLdlc2evEONvN7LsjpiTrnWBXM/k3AnGwscM6JF2aydbzzpBmhO8/F7SqRffgo30s2+LD6iSFJJPi+RkO+s/HM+IecUGLmByWq+se7GghNXgq1gcekNHw/gFg2EhroA41L6m6uJBZ/he5UdWfn+pLLrgsssA35WPrHhSR1josl0RQqa2kqSGeoAWL2HN8LaaWO7lZ+gK19iaBUxay80QcpdJEDDGF/S6nVq9ixbLj1GpTiTeOaUm2OrKgJQ456znqvu9xz6903YO+onvwAPe03bSKrsH3eHy8ONumvKaB05euSVsQiV0helrgsk5aGq7haemE/arbNGhzCfVZj6lzMJGntmFm5kN8QzeqzhYyYzfw1ezdnL0UgLn1HiLulFLZ0Re0Ali32RcXnyQKu7p5DbRk7VS1qigtyyTU/kfMdiRK3UsqacJEO+lJ10m4egy3xe4sWX+Wp6KSNj8m1H8lU52CiT7ux4xZR3igEhMx1OQnbOGbubuIitmH3bxdBMUV0qhNZ+t4Kxa5XdZ9r80m3H8TJm6XjJHWICDdpOri4vVbLPVYPuREDHV7Fbf2ujPR0V93NH2PA1VQcvMYTraOOJwo7gWynvf9nelIgdnPBa1KwWfVOZxXb2PhCbEWqBtZ8mH2uM0h7Ek1d09u4E9ed/UTMVqJ8/iMFeeeUzACk0yGBS11KyXZD7ica9j5Q8H9DeZY70nkztNMrmWWUqoR+m7l3KrZzLbfxKXa0dG/oVzfNtKydAqnRERRqixyzs/l+/ET+N2ELdysElPeC7jkOp5V4dHkSHakQa2NwXejBzZ7ElFrk7kSvh5bz2jk2jbpBHS1dC+l6fluzK13kFQhll0IPbXq14R9quu2hi6/DwhaJVzYtIVF4wK5PQKgJSZuiG2cLOwcEHvzie2MekCrUUW9poQLa5ZibeLJttDtLJznjGlIKmlPTrDF5hvMvK9y7MgRNrjZMnHnZR7c3M8sE18O3iyhsvMVzSVnWGjnjfdOf1au2cyC9YkUirG5xnQi965nsmUkj0WkJWujUq6WdmBPObWaCaZLcN17nBOXrhIVuxfnyeOZt/44wYFrcLU1Z0noNc7s34ydixuLopJIOuDJF39vxvJTFzkWdZItbtaM3XaBO3dCsJ7lw55L+dRrizi2cAWL53kTEH+d2EMbmT3VhN+7xpKjGjCFfxAn3quXwbvTfm3vq5qV0v6KiXfuDQk4jUkr+ezvxzBmcSDR1xO4GBfPlUe5ZGVdwd/0C/72310ITEzkUtw1Yq7f4kFJG20f7ZhWMls+c8c37DEVwil2ZHF020YcnXYTcyWeoM1rcHbZy4NmBbl3juAw24Og2KucPXeAJbOdCX9URd0IgPKwoNVcyo2wpXyx2IfImDhiLm7F+itngq5XkHc/GLOlS3ENiiUmejU/fWfL3J0piEjSACijcR8etO5wJWwlJg6hFErT1KtorTvB2v/8B/63zzy4UFGIWttI9mkbNviuYm9UDDFXzhJzdB2OW33YdDNXWsd1JdiFcZPcOHzlFDFXThATf5b47BSq030xHWfP2pAQYq5EEXPlODEPblMkL/1EFxwPXX4jClriOG1xirB0eqh0Gqg4zVNcWpSaSm6EHcZ36Wkea17qoqx+aQxpf95d5FtZ10T8rQfkVdS/vo1TsxZFYRI7PU353Z/GYOJxhPj6blpaq3l0cTsz/vwFv/3T93zlFM2D6iZKc87j5nGEMykVVCq7aKxIZMvmcEKPHycgOIwtoY8o6tQib3xB7KlQlm24SqZMB1piQbBYXFwtU5B5ehVTxo/ht38S9Mdgtj2Om9XdqFqfcXzbEr4Sz8dYYL/vMRUd9aRc2sHML8bwOyn9t3zmeJTEUhk1xVdY4RlG5O1iKjtfUv7gCO7W3+nTjeE/v7Fhwf6H5LWp+687M4IWYhunM5cTsHNcNGSklXPWHZufvuGzL7/iT198yR8+H8O3zvvZf/o8B5y/5rOvvubPY3TP/zBuBkvPliKTWv1DV7r35UjfLdJ6zpEFgURefqGb8q7tpu5RGOstdfz/ceoSlsXoBsFVTYVc2PA1n38+hj98PpYvtyZR3DIyXW7DgpboymytJn7bOL6U+PkOi9AnlOgXOxde9MJ+quDzS2ZvOsk92ejovm8ZDg1adai7Urkfu5fVfmcol3ataECtzuZZtAs/ue8lSYq0RHdgPg9C7Jn19Z/5w+d/5g/jHNlyORmx7ECtzSDt3Aqmf/U5fxTvxPXteCbuPkPp80NsnD2OP3+hfy7eOfpwLidfv5bLMCvvU7kPXYYjClqKzi7puPreI6hH74hnRYcWccjc9Nnm3E9/Lm3qOjBiqBDrnRpbKa1roayh/36AZXXN0vPShjYpWhr47c/5X9HUTmWTQke3tpmS2hZpF4wKPbiVN4p3zZTUtUrPDWNRZQ2Cxz78iKn0A8BH7E9Y1tBCqaBb10Jpfe86sZ/D66/5G9FV/LyoQjrupa/zGfhbTNIQlzgxoL2zC3HcjZgRq9Q/V3W97HkuxlDbNaLbe+gK9z7fvxtoDc6XSqPVy/UK0WXdy59BNq20PrD3ed80v/z324CWLm9DGWgH8PkKlaYLof/+/P9y3t5W5qFB601AMVjXXRXqrnKUmjLaOsto04jtnEQ6Q9pyVJoy2sU7/dUupalA3VVGu+E76dsyVF1vyvtjfz502Y0oaIlIS97ewZtASybGsEQkpnj/YCYiOnE0yc2HaRRUNUo7rQ/miCvlKmmLpyp5724TFU1KaZd1MeOw2vBcbOckfvdZ91Qpdf+JaEoXURnoCxCqEnsUDgAW6b9MKeUn0W5WUSXrBSCxc3vf5yJ9P1768iP2JRT5G/iR+NPJMpDGoHwMxttfyTN5h5aoi/FY2NoNGWm9rdP6UOneB2h9KN4N+b49aA3tyAz0PsR9eNASoCPGDg3gYwANsVWTeG74L+7imdjpQlzid99v+r4zpDHQNvw33AfS7ZvHx/576LIeUdBqVqqlrYlqZQpG+5K3q6VIa4rJLOnsKnEkhtF5vwFI/0rAylD+orEhzitLzXjaJ7IYuqJ8CGc4XJ5G0Po4ymx40PrYQeJj42/och0R0DpzKUHaEaOwrJzneYU8zy8a3SuvkNyiMun05NuP0impbZbGtEQEIiIl0T0koiPdvfe3LkLSpTGkfdO9Pw1dtNX3mcjnTd8anouzu3r5+Pk0dHzr5BDR2jvzIenFoA+xIFqpu/Q6Et2a4nyvt5OpV5+CF4N8H5NuxQJgEWmZ29gaI61+XYJDO4vhQPTnvP/riLQ+NlD42PkZ2g5HBLQM2ziJE0mFUYrTSUf7alV1SJHWZJOZJCWnS+u0imvklNa3It3rWiQwE4AmxrSke32L7p0+TVl9K0U1MsSYkrj3fDuAhvi+h0Zdfxrim7enIca5dPz043UADcFX8QB+DN+Ju+H3QBrimx6ZBqUh75HDQKOkto/O9N/0pTGUXnppNFP6EelW8CLGtB6lpRtBywhavzjaNkZa7xsEPzBojTZY9c2vXt5KbHwCYydN5c7DVKwdFnApPhEXjxUcORnNxq1+bN8TSFBYBCvWbOB0TCwOi124dvMOc6xsufvoiTSR48HjdEzmWnLrQYo0hf5KQhKLl7lz/PQ51m72Yff+EPaGHGTNxi2cPHuBhS6uxCfdwtzGXsp3xhwLBA1xF3yY2dhzLek2C5xdiTp/kZXrNrHvwCF27QtmnfdWjkWdwcltOZev38DSfr6Ur8hf0BATSwRfsy1tuX7rLvMWOXM65jKea9YTHHYEv1172ezrz+HjUSxdvpKLVxMkuW/cfchMcyvup+po3EtJY5a5NYl37mPruJgLl+NxXbmaQ0ePs8V/Fz7+uwmNiJSenYu9it2CJVLaWRY2iG+lCS6p6ZiaWZF0L/k13QoeDLoVvBl0K3geSrdCZoNuhS4Mul21wfutdSt0b9Ct+G6gbhctdSc+6TZW9g6Io9JF40rcP7WroVmBuD41vvvy+2uQoV4uyqCZxha5/i5+G6+fq4PhIvYRjbTa9TOTxKyr0b4U6s6eo8jvJadS0yiTZotV1NTz5GmWtC/hsxd55OQXkV9cRvrzHEqra0hJz6Cqvon7KU+oa2rmbnIK9bIWBI3aRjkPU9OorGvgceZTSiqqeJqdy4vCEnKLSsjMfkFpZbU0VlJV18iD1DRqJRqpEo27gkZTMw9Sn0jrtlLTMymtqiEjO4e8olJeFBTzNCdX2uj3ceYzKmsbePg4TcpX5C/4EPwIvu6nPJb4TEnLkHazT3+eLe0Akp1fyLMX+RSVVZD2NIvymnqSH6dL8t979Jg6Aw1ZM+J/dYOMR0/SKa+pI+3ZcwpLy3meW8DzvAIKSsulZ2U1tVJUItLel2jo9CJo3XskdCsfRLf5fXSb/fa6re2j25xe3Wa8i27rGunV7YtBdPtU0vv1m7f1M+d0M+hG20Z/aX6GXoxfSudDfi8amUKOD8nDL81bgHCLso62zmraOmuM1y/UwQcFreEyH8n3YqqyMKaRzMNIe+gw3qifkdWPcSLGyOr3be1XdA+2dYrZemJHCjFN3Xj9Mh0MXa4jGmm9baGPRDpx1IkALXEfCfpGmkMb1seuH0WHhqbWT7tRYwStj8MGjWNav6IxrQ/puIyg9XFU6A9pA0PlbQStj8M+fv2zB0XUJaIwcbCjuAwOXqyvEhswi0v8FmuwxOGQ4i6+EenEd+KZ2C1D/G4Y5JDHgXQM9D/l+9C2+UEiLVVxIkc2O0oD4TYrAtj/uP29R0PvBFqaKh7dTORYzAvkg86m0qKoTSXiyG2elP/S1vkr1LJ0jh9L4l6ufPBV/F11ZNxP5PCZLBoG5WfoQh3KWRvf6XT3bqCl4dnZRC6ffao/fkRN2dNYdrs6Y2vvgJX9fBZ4hBBf2UX7KJbXu0ZaVQ9CCI9N7DkXS1F4jQifRfp6uIfAVLHR6uja1vCgpaW5PpVIL3ccHOZLvFrZb+bok3rp6JS2J+H4eeqe23lHcalIO+oyDB1piaNsnpN98yBBu47wtEMAjwCmYuQVFwmLuEB2o9h7MJVreyJIfPyYJgmkRJos0mJOcv5EIvXabLIeRBFxJpEGCcAMi4pLaK2KJTziHBk1Ytsm8d2nDFiC96FtcNRBS1mQgP8mByZbO+PhtQZbq5mYOPtxq3poRocTZOD7dwOtdA5vW88c58tvOBOpg+bsg0yf5sfJ1L7nKf0cnl+hLovE3NSHoPiSN4BWDucCNzFt3llKhinAgXIb/79dmbwdaKl4FhvEJldrvv6nKVgvv0KBVB4yHoZvYPr/8R1zvNbg4bWWtb5R3KkZ2S2PBpbtO4FWVyHB5v/Mb+ZuIbpQ6KiCuMC12JhYS/XQztIByxXHydTv6Tcwr5H6PzxodVCRfYz5f/sFU5w8cJX0vZ/zz2VUZ0Tj5mbBbEcPSYZZJtNw3HqKJ/K3s4H3JdPQoCUipVRu+E/j//nb3zMnXJxaLCKnPGoe+zB5ymauFmaj1l5m03/Ys+1wHBXS0STCzzzklNMyls4JoVibQmywB9PnhVIiAZMALbH7RQENGduY+tN6zj17NkgkMwNDAgAAIABJREFU9ikC2NDlN+qgpSpMIOTMRc5KFacbdfYJdrtMwzn+l0Yw/QVVvcuYluYpJ/b4Ms/r2ht2iNbQ8uIoVpb7iHnxS09FfYW64jSOtrsISyp7A2jlcumQL9Zu16g3gtawLa+f43zeDbRsGf/b2SzckKg7ALSrhPjQQFwXJI5qZDVQzrcHrU4Kojcy/+t/4X8uPkJsWTfqtqu4e21jyWHRFdWN7H4EOxfMJqigfz0amOf7/j88aLVS8CiSRVMjyR1QF+QZ0ficuUeqfpNc2dVVeLi6sC1VHOsxenIMDVoNqLtSuBvpyu/+8TMm2NpyoV50ExbRkLkDM3PjycWvR4ZDl92IgpaYwSc2GO13DTCmlqdR7POcyeKLrdKGoyJC6pf+Z/4Xm/W+9UQMPWjZe92gWdtNc3kqR/z92Oy7ix0HxVEOGhSlUdjYHuJg2G5CAsW73Zx4UIasU8GzzCISr8YTe9KPzdt2sOd4HJmKNym+D2jdFP3UbaTHR+Hv68fm7cc4f1/0cZcRdzQYy/lhXIoRNLfjE3iUezUvUchKuH4jn4fxIezfq+MjKqVcB25tL0g4vx/vbTvwP5VAilSZXyErS+GwXp6dh55QqX2Fqq2YazcKeBh/kOAeeUqkQyhHs8J/qLzeDrQMZdjAucU+bHS7yAvJfgu4esCLcWMdWbXND+/Ao1wqMqQdvftbg1bLDZbYL2fNwh+Zs/ss54q7UeccwsnbB7erwoF2I884QfBGE1beUI2qwx8etJopur2bqd9Y47zOR6p3hx/L9Wd99dd14/WNeK10Y0vyL21Y9qc7nI0OD1p3SYjegZWZOwcDpmAf9IRWbSFNWTuNoDVoV+bQ+h9R0BLg06LS0CwOeBxwtYhzh9Q1xO62Z7LJYk4WdqNQd9Gqej3twG/f5r/Ye/DdQMuP+RvuUteUyeWt0/nqmzlMmz6Dv4yxx/NOHtV5J3GcPA+7ebOxcpzDNJOvGe90mOuPbxPo5cS4b2awePkcps38kfGmtiyPKn/D+JgBtPYQcb+Kyuf7WTH3R76YNodp309kwpIDXCkp4H7EJiZ+aYaLp6BpwqSpk5i37wlZjw5g8rU5tg6zsHSYw7QZX/KD81HiKsp4HrUbl5mmWDjMZMxXptjtyaNYnk6szzS+/FbIM52/fOXAynv5VGWHM/drC6xsZmI1X8jzFeMXh3A6q3nw6G9AY2O4ivyxv3830CrgqMNG1nlc0rX2lc847W3O//WPXzN55hx+NJ2Gxeowkqu0tI2int4OtBpJ3+rF9L1JXIxYhtvuSE4L0Er2Z6XPFvwfdulAKi+O8O2LcDgruq6Gdhrv8/2woKVp5MV5D/71v/+Zr2bMZtrsKUxesJmz6Q009D0GpvUFIe5TmbV0N7dH4ITloWQeHrTuce3YRhw9grnzKBhn6wXE1eRS8ywASwtjpPVRRVqDglZ7By3C2FQ1PIn2Zo7lQhYeyaJO+5JWlUY66fhtQGm4NO8GWpmcCNiJ86aL3Lq1l6VzbImUjvJWkXN2Kf+5+BgPbwcz/9vvcTlaqJ8ccZe1LrvZe+gQu1aYMNkqgDtKUdlruH1yF3Mdz+i6kgZzAOWncbTby/Hbtwhfa46r3xmyRLqGi6xZ447t3kvcPLiQcd8t5ESFoPmS+vQjmJsFci1hJ3O/HsfyM1VSVKjuusFyxx0EXr/GsZWe2E3ayNGH9zl/OJYDQXHE3ghg6Vw7TtYIOu1knXHh94sjJXnsv/2epceKaJR4vM3qJdvwPvL0g3Z5DeUc3ue7XwRazc+5cvIQ7sfzdA6+9jYH5v0Zx7N11HWOnsMfFrQ0XciKj+Fqeoib5d20PdnIkj3RXBa2kOrPik8BtDoayL9xmAV771Mq2Wkz15Z/jtWuRFKa9LpuLSDpgCuT7Naz7ZoY6xm9MhB5vRVoHV2HtXs0hY23STg4Dc8DieSnBWBt609CSQ5qbRy+X7kQcDKBammWoRjTSuXCCi9W2R+iWPuYa+FrsV4aQWm/Ma1CGrN2Y2HhQ2x2lnFMS1/2fzPQCFLSM4c0DMPeg6+BVnsHzaJSq2tJO+3NLPP5OB7OkpyvYkAkNhwoDfd+WNDSNJGbX8aLKhXqruec2r8Pd89ATp0OwMw5Ud9N1k7t0+PYmu3jyo0grB3DiM2S6WRvvo7X0gCCwoLZ5h/I6r1P9F0WhcQf8cfSKabPJIouFPIKnmTX0aDuQl1zgcXzAok6E4DL8hACzpfo9fmMyN2BeHnt52h0IHbu8foxtmaK7odiab2f6zeDsHSIICFfHAzXjbrxCm4L/Nkbl0d+6mG8TH/iy9kL8Tp8n8cvUok5voO5zon6g//aqc44ho1eHivHcC4/13UPqeXxrHTyY9uJ50bQes3pDYi0Br6XFXEnzAaT0GyqRnEiw3CgpVLWkLTxOz5z3MrO45eJ2mTKeHt31sWVUH1nH57bfFh/SzeW3JZ9jtCtVrjE6u1qoIwj9H/YSGtgvhotFRcWMMv/EjdEw1JZwq2Droy3XI1fopg5N7qA9S6gZel0hCptOfU1lwhwdCX09AZmWu0kqVSA1g0CJi5i14mrlEkTMUTEe5+oVV6sdI6kWswuNIKWVL4j2z3YqZUiJ3GmlnQpO2nvbCHr7HbMLJ1xOWNw1t0oOzp1aQxpf+FdnKfVMNTiYuVdtiz0wtUvXRpDitq9DZvlYcRc3I2NfRBp0rHpXVTd3cEkyyCuJwVjNz+E85liymo3avk1PWiF4OsfwMrdKdIUXDGb5+proNVOzdNQTMf7crlQiVoeg7WFP+ExkWz0XIt3hOjj7katSSbQx5slGw5xJioAm2WXKZMqoZzCewK0gnSgZX+QqzlyHR8Nl3FbuIOA6Efk5RaSW9lBa1ksmyd/xpS5q9lxdi92DsFkSnQ6Kb/jz0TLYBKSQrB1OMCFp3p5ZFeNoCXpaDCn1wtaeSKNop7cgjzSDd1QjRmcXjkX25PF1KoH+35kng0HWkplMWdXz+bHb/9/9t4zKqpsXdQ+4xvf/e69Z9x70t77nrvP7t3JHLqNrd3atm1rm7NixhwwY0RFVEAElCAqEswYMQESDCiC5IzkLLkIVUVRUFXqn+cbs6CUprspDCD2rh9zrKq15lpr5me973znfIfSb9BgenX9L/7tky/pt/kykU+uYGpuyeLzYl71JZVP3LA3GcPB+PZJ6+/BRC+06mt5lpvE4wLdPJWcCMvZzLYTpvtVJHlsYuR8CxwjZI394XfrsP3y1VZJa9aKk+QIKUoRT/y5SQwfO4a+P1pwv1CYqqdybfUotrtdJEUjzPaVKNXXObhrA/NtAlBqwvA5uZO5G85ToRFLE6pRao85SISkZWRNYF62do5cqRFjg279l8F6UNsw2ixptYBWteol0oTjzO33DZ+OO8CFyBgePgrjbngC8c9qqX5HUL2CY209eqGlKeDGVhOMZ+znvK8n21avZdKxSJ4mn8d63jBWuEUR8sCfY7sXMNzGl8QnJ5g7w54L0aIxvERZeZt1S6yxd3HA3MKKtZaPG9V1mjRuuVowyfgy2a86kIaqsiCsvpvO6sM38HPbyrcLDuOamEOIqxHLVmzF7l4UIV4WzN20g23egQS5H2DKkmtNKpFKMoKdmDTFHt9AeybNcOJmcpPEV+bNigVWOJ71wmXTQiZMM+dMZDSXbM3Zs8uR03e9sF4wjFXuUYTcv8PR3fP53saPpCcnMJp+GK+YpvxIbrLWeC97PBMMktaretMNdGmcnLWVzSuvooVWVgD2exfzvdklQsLDuOq5m3mDNnE+TfmbBgK/N2C/63l90Gr5/GdXljNjzwnOJIt8xXHMfDdLN7pr99m8YLuXdUst8K3Q5bljjnqhVZVDwPHl9FvrhE9IOCEhziwbuATb2zkUhVry7V+HM8L0FP6RMYRGRBGanEeetGM9SOuHVjA+rqZMMj5Glkao/QqpLnJjQ5f/w//bbyPXC7O0i4jjPCazzXoP7gEPCQm/S8hNC5ZZ7GKTb5LW/P22y1pGTdzJ9fA7hIT7EhIRRHhuDMWxVkwetYKDXl6EhPsTEu5DSHIkhTKxrZRQl35s4Gq97bWrpCU8F1cLz8RypTZI1S9I87XAeGR3Pu3amy69+vBl9950/Wk+233LmuazXsfX3fc2R+Etuby69W2c6oruYb9+DF/26MM4Ew/ua+ekJCTfsmBM9z506fkN/ZZ7ES32Fiu4zjoTD3x0sKgJxnK3G6e8zuJ07CQHXGObJK1c7l05hsnOgCYpSVcBSqruWzFiaD+69BjHzpuZFIrBsS6cY+um0atnH7oMWMDac+nUqgu56+WCye4gCrQDaA25kecxWXea4NDTmGw8z92MJjWOJAjzrS6cDCqmJvMSO4wG8GWvr+gzfTMOkcI1fBVJN/fyU1N+Bq68SKysFlm+N2vXeOKry0/1fQ7sPIqTd7oBWr+CVi6XN9tjYxFIprim1lCe7Iv1gt506dmHL4eOY9WlfGRa6VxX3+1/fFNoVQRZsNHlGre0lo4vKAx2ZMOEpjwMm4fxhawON8LRCy31C2TlWVzaPoA+oo/0/JpxtqFkyF+SdWkx4wb35IuefenWq6+2LvrOs8AtoWMXGLcOrTKU6jAeXLXCZOd58nQ7W9QlEOU6jyHG1vgXZDRKRupE7trNZMxXPejSswddBs9h25VgZGrR12N4cm4Nw7t3a7wmrvcbyrfWXuTEO7Fx1EC69Oj++to8cy4mCwlOrOUyQIu2SlrC7FzMLQmAaIO8jvLKap6VlpNbVEp2QTFZIjwrp6BS8TqeLv47HCukCr3QEgYOMoWcEkkNktpmaztUDUgqq7Xny+RNHUCt1kJVrmr6ilOrkdU1ICb0xY7yMqWuozyntr6Bmjr1bwwADUiqayiplCNrZvkkq5VTJqmmpLKWGu1E/gvkv3jGC+pUwkhFRe2r4+t0SBUNTc/TIJPLtLvAl0rrXg+ib5Kfhn+MvRrfzBDjOXJRxnVqFK+A9hyZTLSRakqq5I3GRa+utT+whBT1ptCqa6inRqlCrmt7qgZqpDWNeaiupUp3vgPzoRdaTWmpU0i17Vr01cqGxravUNZSJZNRXtWUB1EXNbo+1DF1IOqhdWgJYORRW59DTV0udVqANEk/qmyqFDnIVbptm4pQ1KVTIUmiRITKdKQN4n6hws1HUZ+FpDqFEklyU0ihVJ6DQpWDVJZKqfa8uDeZkppMpK+ea4BWm6ElJC2hstNBS4BEwKGm/jmyhmahXk1NbRPY3gFUuveIYyO0ZIhFxi3VJIb/HdehO2tZvxm0Omd5vSm0OmNdtBVanTHtujTph5aAlDASEfDRAUScE6rCltsuiXPCCEOERlVi4z0ivpCadNd0R/FM8Qzdf92x5XN17/0Yjq33t3ZVD0qVDVp4lFXL6ehQWiXXOsirUxugpetchuPrzmCA1uuy+JDt4h8DWh8DKDpTGltvm+0CrUs3AsgrLiMzv4CktEyS0rM6NqRlah0zCs/FYleOD9kpDe9uvQF+qPIxQKtz1IsBWp0JFp0lLa23zXaBlm6dlvBKKnal+BBB54ZcbAv1oQZGw3tbb3wfsnwM0OocdWOAVmcBRWdKR+tts12hpdO5C3h9iCDAJRz9GYKhDFq2AfEh9bG3D5F+Qx4+fNsWdVBRU41EWmUI76EM9H3Mtiu05A3qRus6YWHXwUFaV6/t0OLYaN0nLPwMwVAGjW2gurZOqwH4mMtDfAgKGH/MeRDpF/n4mPMgPoCqa8uQKUsM4T2UwQeFlr6Xt+d1MZclGpNhTqt1Ubs966AzP1t8UIkBszOnUV/adJoMffE68/U/inpQ3iCs+MRiXmG+bgjvVgatj1ntKml9yM7yRk4gO3BdyocsE8O7X3cGw5zW67L4kO3ijwItWb0wMdett+pM80MfY1pab5sGaBmA9VFLG2874Bqg1frA8Lbl+qb3/fGhJUAmpDCx7ZoIAiLinFh3Jfb9FEG3BktcF2uxdPAT9wnPx2LtVfPfzUEk7hVbseme0/zax/q79bb5YaBV+JhrTtsw2WjKHtdrRNW1nsg37Qgi/htJWupSYsNCuBaY1bR/YMv0aJCXx3P5WgQJxbXvd5CvyybAL4SgmJJmuy20fP+7/H+OJDuQQ5s3a8t7vbktt7XuTt7mmbUUZUVwwTuefIVuB5C3ec6Hv6dt0Kog2tudAzt3sHajKD8zDl140uhypiqTB6d3as+v3XGIg4+a9nDswI8gvepBVQOFYacxNzPFRJv+zZhs3sm2nSe4FCEGw2oifI6zSbSNfW54Jug2pe24+tEPrefUSOLxPmiB6WZdPg5zOUHS6B0i+SIullu1+dvgcIOAvI5vl60vLhYQSiE97Bxn3C6SphJwEVJZDjXFd/C66kd6pdh7MIZgdy9CEmOo0i4qFpBKITHwGv43HlCheUpazHUu+wYjebWfoIiTi6wkgItXfUgpzWyxgNkArVeDdVu3cfpN2FQmcXr/EoYOH4PRwrlMnr4csyNJjfvwvccO/0bQUsXgtt+MqStv8ew301BPdfJxxo+15FyEWKX+jp1ams6dOzHE5deiVPizwdiMTU461ybv+OxfpE1Fcfo9PFbM4+epxtrynvLzYEbOu8qjMkXrewyqioh49Jhb/tEkpsXi8yAPqaaMBF9rfpxwnDCJ8t3L4RdpfZ/51v+stkErAacfRjOo5ygmLBTlt4pdrg9I11ST6n+M5T8NZ+pCY6ZMnc5wYxciK9Stl+l7zq9+aNWT/8CZdasXY6RNvzHzF/7E37oZsfZCLIWhh1g1fAB9Zxoza/oUfl5vzpVkRYfWq35oNVCY7MnC/9adwdPmMkubD3NORZVRpczjstk8poybrM3fiFGLWOcSQm4Hb0fVOrTEx0E4gdbj+K//3p8FF2OQaiWnNIojLfhpzB58M5NRam6xu9sC9rv5UKCVyMQ4E8r5FSasnnaUbE04N53XM37hMXK00NNJZxmUxx5gzM87uZKYYPCn1dTH3tqf1m8O7qWPOXbiHHYPGjd8Tb96gq2jzLgt1z/Q/ObzfmcgENs3CUOMNq3TUsVz1u4AC0zvNPmvapkWFTVPPZk96wjeKfXv3qnLLjNnhh2nHgsXAo/ZtXofe06JzS1bvvdd/xdy330v07+1I1L37MJH2K09w90SfV/VedzzDcDr+i2uXrBj+sogajVyUu86MGXuGeI60Nnh+y+Xl1prVr2GGIoQLKZZc8y7xYdKbTSeh/cwemdUY50Vh3Ni3g9YRtRS2YGb5uqFlq7Omx9zvLB08yYoKQz3VRP5aZYTseJ6RTg33bbhENqxxin6oSUjM+IsK0a6kdA8H+J37ikmLT6CY9NYkuq2iV2mO7jSwTvVtw4tIVmF88hzBV3+1Iuhc5fhVyV82GVRFnuQ6TMMnotfb22lkwxbH/faVT0oLPcUqhcIZ5CvQouGl+h1mDUTN3KxUqj0RPxmcd/ht7AOe1NozTcNpFLzEllJCjc9PXBxO8upaymUatTIss8zZ+5x3M57cslLXDuHb0IJNSoFGenPCA8N44GfBy4nT3PWN4QMMajXVpJwz4PjJ8V5T46fuczjQgmJN/fw85DZLNjrR0LebfZsd2H7fk/8b4l4Z7gQFEV2fWPFyUqfNqXlDJ5XRVqEE81nhEUVEhd6ncsXG9PiE1fQ5FG5WYWri3h0YT/TZljgp/P9pCt/eT6PIxMJ9vXitOdZrsTnkRgdzHWPM3jeTyFP7JJfnMOj4IvYrp3BgB/3cvphFJEPjjN1jgc3Azxw8/DAxeMCwXmKDnXJ8T4g1iZJS+KL6fzlGK2xwsXNE8+7SWSJeinyw9FmA6Pdhf+il8iLYriyZwgrr5VS2lRv7yON+p7xxtBSV+C1fSN2V0IpTrvMgiXrmXVWfLE3azMd/Fs/tKrJfGDP2GHLMXNw5Zj7OW6k1DZKtCF7GbXzBMciG0Fb4LMFsz0mHI7rWBWhXmipHxJw8SAzJq3GyXoES9wSkGsykSTaGKD1ai9GHbDEsfX22K7Q+pXnYq13YhVS4WerooCooEOsm7+C+evvk6p5jlQpdjJvQJ9X4rZc1+u5uHnBNElai3Y8pKImlUDbGQzo9QNDhg7j675LMY/KpTTzPIvGrmbx/NFMmPoDQ77rzbDVp7mfEIrTjk38NGwii5f/wJDhgxg41ggzv1KqJVncsPyZnydO4eeJkxgzZggzrb1x3DCRfn/vzpc/WXPt8WX2m+5g2s+TWLBY3D+AgRNXYBVcTaX0KUH2M5vS8h1f91mCeWQOpZmnMfphKfONRjNxWmNavlt+lCsp8l/tLF+SfAP7VWOYZnqcs5evcckvjvwGDbI0D6YMM2Ly2B8YM6IvPaduZM3yFSz8YQCfTNjNCf97XHQ9wOgRM5g3pht/+vt45tt48/C+A+OGLWbNih/54ccfGDKoO2PN7xFd9h4k0OZ10s6/2wStQi8WjxjIn7oOZsjwH+g/cRH7fdLJTbiBs+VyVt8SzviElJJKgONcprg+pUjr3qb1TqevU7b1+htDK/cEazY6cyykGkX8EYw3LmGG9Q1uXL7KBb9wwoo7fsszvdBSVZJ2fTNd/r0rPb4dwZDvh/DDqiPcSZNScH0Di6w9uZzaWN6yMEd2Wuxk572OVXHqh9Yj7pzajfFaB+49OsziOeu4W55KSaI9M2caJK1OJWn9NrQakKpeUJMaiP2KIfQdNx/r26nkVj2npu79AEtA7c2gFcdZ+4Os3HObRw8dWTd1Gi7pwpNwNdGnl9Fj9TnCg49iPHggi48nki8GqoYgtqyy5YjrSWw3jGHElAP4V4nOk0fA6YNMX3ytMZ5KQtyjRwQ8COLmqZ2MmGDDjXsnWLbqKGdChOogkn1TBjHK+BiPtK7a07jkaMPS7dd59NiZ9VOnNKVFSuwZkZazhAW7YDx4AAud4xp9dqmC2L5qH7tPxiH/jcG+uuAhDnOF99oBfPX1DNb6pJOV6MmcfnMxv12AXBnMlu+ns9QmnApNEg5mdphbOeHkepTN24/hddWReesDqdLUkuG7k5E9RrDnQZN6sfACRjNsOf9ETDh3zGD9Pt7TJmilXcbE7DhOIWJe4iVpp5djYrKFw5d8cD+4gjW/glZKJ4ZWPfF2K9jjGUSYUMU/sWfr+gkMGD2XCYOH0H3QaMbu9yH3Pavp9dWVXmgpS3l6+whT9twhRTtXVcx1k/4scHiIr/sWVtme4koTtOSdGVqeOzBa50V6SRC37H9ky6lgMqLtMZpjRUBOCkqNDwcGrcL+XABFwrux1hgjnGubTNmy4ATZmkjunNyO0Wp3cn8xp5VJhfBcPNOCm8mJhjmtpjHoree0fgWt2nqq619Sp36JouE5Cs0LUv1t2Dp3DNvu1iNVqpG+J3DphZZKRt6zcvIkDSjViZx3OMK6TU5cuGTHjOViMlQMwAqKYz0wmuGAT5ATRouOci1eNKiXKGsC2LLaHkdXZw5Y22FqG4FUe08WdzwPMnv1TXLlhUSd2cnYrwbRp/9AevfpwZ++38+N4JMsW+GEZ7CYK3nILpMD7D4Z3zSJn8wF58Os2eCE1xU7pi+73Qg/TR0lcZ6NaQlsTMvlGAG9lyilAWxffQBzd6F2aAUcqiqyfPcx8GcrLmmfcZybSVUo6/xZa2yN/U0hmkdhs92OvdbOHHU9yqbtLly4dJg5a/0p11SScteRKXNOE1XTuKejIussc2bZc+F9GKi0lvb3fK1N0Gr5zhgX9tpasM3xDB52a1l4rRFmdWXJ+NlOYrZnFsXtYAn7ewP/m0haipo7mI3ejePl1EY18hN75i5YjJG7sDh7SW6QDTvnj2VXSDO/ci3z3w7/9ULrV+9Uk3t5MdMO+eJ9dD2LbU5zPlmtzUNVsDU795pi/qhjpf42SVqeO5i1woNnmlyKCi5iZWzKWe89TDGy4W6ugFYgtt8v59A5P/JfQesxF01N2bzMk0IDtBrHOs1L2lc9KNSAWqmnXutXS0hAlWWFJGYXkqGVSl4iT7qMvelU5nmVUlOn0kJL+OB61yC8HZe3ZohR+4j9JrvZZBevNRu9YG/Nog3HueJth5GxO0naztJA0ePD/DzTiTt3nZlr7MK1uMaBSll1B9PV9lpp5IC1Paa24U2eizPw9bBj4ZZz3A85wcquK3DXeop9iTzZjWmzjnDNzxnjFUc5GyrWZYSw28TytZSkSuSCkx1rTF25dt2O2QvdSNSmRUVx2JHGtAQ5M8/YhcvRTWbW1XfYJqDl0QJaShmFxYWkV78GWXX2ZZZ224T7LVumLj7BrUQJylo/TIwPcvimWB8SwUEBrYNHG6G11ZlzXoeZs+EeNRopaQJac88QVS0GihfIM84wZ/bhPyS0aqtLSCuRvjKuqL5vz3YzC5xuBnHGeSfD7YTV10uUxdGcXdePrYFSyjvQcq3t0HpBlocxc60v4Zfb1BayLmF50BFzH1ljHjK8cdkxE2Nv0SZft5f2/q0XWqp6KsoKSavUbXytIM5hLrPtAon2d2LiFhccm4xHci6vw2y7yav+1t5p1z2/7dA6Sa4AUm0MUW7jGTl9Mv1G7+N+oTDCSubyip8xc7/EU42Arhyl+iZ2uzay2NoPpeYJPid3MGfdWUo1woBLfDyLYw4SIWnNtsQ/W3hAFgZuYowSH8TN54k+pt+tt78OhVaN6gWS0GMs3rCGBUdDSM3KxddtK2vmzsImXKgHxZzWuwNLAE8vtNS5eK1dwSIjB/zDb2CxYS0/24eQEOeJ+ewRbPbOJTUpEi/r+Qzce53Y0BPMn30ELx0oKn1Yv8yGI8cd2bv/IOusQ5vWeKVz+6Q1RhvO8CDMi01fm+KeUkBWfjYJZ9bx6dgDnL17jOULLLA6F0exVmKzYMfxmEZjBjG/ZrufhTv8iUk4g4XR901pieKSSIv5dWLDXJk/+zDnddJNlQ+bl1mwq6V6MC8YF8ulfL/fR1vWqekx3Du+lYFxrTFNAAAgAElEQVTGLtx+4MRMI2euCgjX3mblvP3YeIttaJ5wwPQguy0dcTrmyNotR7lw0Zopc04RW5hFdIA942a4E1HZBK10T2ZOPcS5P6B6sPzufsat38Ve72RSsyJxWbWcZQtPEa0oIsDDmtlL3InMyiU88Bw7Zy7FI1XRJG233ul0g927HtsGrRcoa1NwMp7P3kvhpOuApM7j2nZLtixx50FWLg88trB6zkwc4jp2XksvtCqz8T+2jAFbzvEkNYvUVC82DJrLvivplFY+ZMfy3Zi7PtC2b6/dG9hm5sIDrZq9Y+pA1KF+aD3E120LUxYfJ0sLk3wq851Z+dn/5b8P2MTNZ2KdVjnRLqMxtbXicrRob3Gkhhxi1d7trPSO05q/3z6+gXGzrXiYFUFq1hNSs6PJKE+kNM6aqeM2cMzfX9tOU7PCSH2WREWd6M/C0OZjApZIa+t1167QEp6LqxWNABEQqaytR1YnJ9rbgoUju/F5t558NnIuW7zzqFSoqa5VamGjjSviv0MQ3ovLq1szeX+OLMuH/UtH8Peu3fhxiTM+VWoUqmJiLpky/ItefNF1AL0XuPGwTIos5xLLFx/jekKTpFUdxG7To5w47YbdYWd2OUU1SVrZBJw7wpKtd8mrzuHO/kl06dmLL7r35PPPv+TPY+3wyb2Hk9Foun45l4NXTrDV6hg2pxOaoJXClWN2rNwTQo1KQsLVrYzQpqU/vea7ElwqRZ53RZuWq7FN6sGaIMxN7bA+l/xL9aCqnqJEHyzmdOGL7r34ottX9P3GAq9nFZTnXmLZYlduJVeiVASyZc0RnH1Fg4nBwcKZgw5uuHm4st3hNo+DbRj3SX9GTbfmzIPjzFt5kVidpJXlxbLFLlyN6fjFtfoad2vX26IeVCikhHkuY9KQHnzRvTtdp+zA5UmdVq1dnniTfdO/5LPuvfisz/cM2R9MmbJjB/y2QUuNIsKRkdtPczWxppmhzgtkOUFaI51Pu/fi08FTme0ah7QDJUVRP3qhpVJTVRjPyfV96NGtJ19068GIXQEkVgjJS02s51ImfdNN274/GbkOc/+iX/YBPQNga22krddah1YZSvVjAs/vxXjjKXK1O1uUo1TE8MhuEj1m7OV2vpC0yqiti8DXcjIje3Xni+7d+KL/dNadDaRMWa1V24e4L6X/J5/xmbgmQt9vGGJ1gewYe1YM6cMnXUU/F9e68sWcPXgli+eKuWYDtGjr4mJZg1prECEAogtaOFVVkJX+lKiEFGLSC8mtUiOtfR1HF/ddjhVShR5oCZqrqKh4RmpmLrllTWa0mpfUKWXkZmWTkplHRkldI/lVCorL5VTXN6kpVErKKsUO1Y3+wspqGpoGBDVSmZziynrqNC+QyUpJz8wmJSOHp9kFZJfIkKoaqCotJiOriKJqGaXC55hM1XS/imqpjJLKRr18nVL+Ki3pLdOibDLtVSkpr5Rpn/GrjqZWU1WSS0qGSEMu6fnSxrmzpvzUiPyolZRJ5EhqxfMakFQ15knkrUyqRKaUUpCbT2Z+JRUKOcUVCmS6wa1BQUmFnGpdWjpgkPhVHt/inW2BlvY9Cgn5eTna+ssokVKtW4elUlJRksfTjGyeZheSU9OxZtYibW2DlpC0qsmtUlKjq7NX5aVCIilqzENeGYUdaPmoq0O90GpKq0ySR6q2DeeRK1W/gm9dbQV5+aJ+skl9VkV5By450OWhdWgJSScXqTyVYkkmtVqANEo/CkUyeeVp1DTotnUqRlYVS3bWY1IyHpOSHUtJrZCWxA4aecikSeTmPuGpuCZC5hPSy9KRK9MpKYokLSu08by4VpBIuUHSei2yvSm0KqR1vA4KJLVq7aBXq3qpXb8lgCUg8zpO8/hv97u8plbrmkQsMtY1LsPxdR3+o5dFm6H1aoDvfGXXNmh1vnQ3b3tthVbzezrb79ahJaQcASkh8Qj46KQecU7sKdhcEhLnhMZCaHNEEL/FVk06qIn4umviKDQt4pniGeJ382uGOa1fDPxthla9SithaQEiINKBoay60clfndoArc7WyTtDegzQ6hww+8eAlg5UhuNraLdWFq23zXaZ07p0I4C84jKyCgpJTs8iOT27Q0NSWhZPM3Mpq5Ia/Gl1YknhQ8LLAK3WB4aOqhsDtFobvP9Rr7XeNtsFWhev+2uhJbZRKq2s+WBBuME2OIFsvQF01ODU2d5jgFbnaBd/HGgJNZ7BCWSjKlOoM98ltN422xVaQucu3JqLhtnRQbjwFtDSufMW/w3BUAa6NiDahWgfuv8f41F8FH7seRDpF/n4GMtfl+bGcaaKSlmlIbyHMtD3gduu0BJfs9K6+g8SBDBFYxLHD5UGw3s/TN23pdzFR5QYLNsSt7PGEYOmgG9nTV9b0qX7qGxL3M4aR7SjKnk50rpSpHVlhvCOZfBBoaXv5e15XagFRWMyqAdbF7Xbsw4687OFFwAxYHbmNOpLmxjEBXz1xevM10X6RT46cxr1pU1YD8obDOrBd1MJNlcntj5mtaukpa+y2/P6GzmBNBgrfNSDxtu0I8OcVusDw9uU6dvcI6AltCFvc29nuUe/yfs/qkHF2+a79bZpgJYBWB/1gPG2A5cBWq0PDG9brm963x8fWkKCEFKY2NNRBDGQi3NiTZZYWyWCbh2XuC7WXInrIp64T6y9Euuzmv9uDgPd2i7dc5pf+1h/t942Pyi0astSiQq9xf0cfV50W8/Eb3WUtklaEpLvX8PJ0wf/nNdqFllVLo+vn+N0YBpFDb+zNY8yn5DgGMLT2lPFJKcwOwHfe5mUqX4nHQbovhV03xRasrxQgkPvEVEs2qKakuxwrhxzwtLaBgvrQ9gcvcmTMg2KDqwPIaG0RT1YV/gAj2O2WFjb4RKcSUGLnTEqUtMI83nKsw5Mu67PvhG01C8ojLuCT2zuKxcw8qwAvE6IvNly8l5Co6ueDs5H65KWWPybSm7cdW56+5CrhZQAUC7Ssvv4Bdwjt0Y4E40n0vsm0WkJ1GjBJeKkkh56h5D7YVRq0shJ8cf/4ROqXu0nKOLkIat4wJ3AIDIlYg9Dce5jhZUu3a2P9x8QWkqSvdYx/ruvWXKjaafp99jY2gSthiiOrerPP/1/32N0QuyQLAqrgZxgG376l//B/xh3nIja31mcXHmLNQv3sveEH6FRsTyIKWmHPc/yCbm0n5+mnSJe8TvpeI9lphtI/hGObwYtGQ8sRzN09FQsHos2IiPccwc//bcu9JswidETJjPN2Ibreeom9zKtd7r3Vb76ofUcRXUmV9cbMXz0KH6a8D39xpjh4l9MleYlZU8fcvWkFct/ns3kMSeI/ABt6Y2gVRXLwQn/Tn/Tq0RXCPdAWbjumMbwESMZPWEUIyfv4Zjvs6Y9QDumDkRdtg4tISmFE2g9kU//91BW305ErpWc0iiOtGDMWHN8s4S3gNuY91zIAXdfCrUSmdjRIpQLq9ayZroL2Zpwbh3dwIRFx8n5hT+tDMrjLBk7zoyriQkf+e7unRxaNc9CcDfuzyf9Z7DR//1LK22CVl04x23X0bPbHMxsbpAtOq2qiLgLy/nkL1/TfcYpYn8PWlV+bF51CHu3i3hdvYGbd2o7uJwv5Im3HVMXepFUZ4DW+xrsxXPeBFqSlCuYj/mc//vjJhxixGD4jIDjjqyddZ2SDzDQ68pBP7QakCa5ML73LjzjxYehnJvG41ix5QxPal+S4+/A+onD6dNlGKONzhP7AfLSVmjVqWSkn13H6O6f02/nXZJqXlIbuoeRxtbYPhGGHA2EWVpivukMj2QdByz90BJquwgeuS/hs3/rxsB567knEyDLpCz2INNmNPNc/M1K7M758+yVP60nXNlsiuki4dLE4ARS1+7bVdISlnsKEVS6IBw/CjCUcdvVliU/fMu8XaaY3KpCqX6htfR7HVd3z9sd5SqN1npQwEuX2V8d6x7jaHWU+T8v54ibJadKX6IsSyLcfS7DV+1g4pzzJCk02vRG3Q3k2k0frt4OJamiAWXtXbattMTyVBjZz4rJKhYqThm5KcF43/TlRnCUtmMpNc+pKYrB57Yv124HEVrYuDFvZXYYgXd8uCqeecuf4JRnVPxq0GgNWlUkPr7Pde39wUTny5okPaG6SsD/tkjrAx5qnVY+p6qyjNikZ6TF+3HjlrgWRFypqkMlg1+V/6/y23GDTZuhpcrmxG4zVo8fzNR99tg8EWnM4vbxXYydbMGpW75cDwolRnz5d3B+9ENLhSz3GkunmnM+XqpN3xPziWy0PEFgmS69VdyztWfTeNdOLGk9p6YwEJPxRmxaNYbRjk+Ir3iJzH8dE7ae4GyT52JZsAUW+8xwSOhYVXrrklY5SvUjAi5aM3X8Muz2fceqC0+p1WQhSbBhenNoDTFAq1G1qWubv31sV2gJz8XCG7HWT1adimqFGplGTWnwKTbsPMxia3vcDq5m+bVy6lQaZErVq7i6e972KFyiCJN3fdCy33uEPRv3cPSCAya3qilJDsVry1z2nXJkyqJLJEqryA+2Z9Gonxj0/UiGDp3ICtcYcouC2L3hME6uzuyztGXr0WgKnvpiOWsY/YYPpfuA75lun0R+WTo3TafS77thDPjqS74yvkhosZK0y2uYO/EHhopnDuvH98vtuZAsbzEn8nvQUlMWcYL1U8YyUNz/3U/MOeBLeHUDMkkgx9ePpWuvgfTp+Q1Dpx7Bp/QZyXcO89OQ5axdPpiBgwbSp1dXptlGkqR1MfLbjaOjB+GOfF/boKWi6LY9M83PcuDwDmwO7WNfmPjoyuCGlRF/+fcv6dl/ID2HjmCWTQAZ1S9a1F/7lqt+aL2kTlVKwN7V7Dx8josPLrNvtj1uV5ObSYgl+FsfYsOEk50WWrXSXMKObGeo1S18HeYw1zmYKAHdrEvMnb+ShdZeBDyI5NyOSYydtRSLDva+3BZo3Tm9B2MTewLuH2TBvB08rkqlNNGOmQZo/cYcXOv9pt2hJaAjPBZrQ91L6mpjOLnegl3m0WQV38HFchWrb4qvQI3Wa/GruLp73vJYVatsG7R227LL+iQeHsfZvPMk1x9fZstKFwLuODFr6TlCngZxcMo41rnewT8imsd+B/h51BYcPY+wdusxjrk6s9/Sgd0eN7h54hDLhuzmUkIkPqfcMF12jOsxXph0XYpd0APCoq5gOsmOC3Fl1GoU5GWkECae+eg4KxduY71TVAsngr8NLYU8EeeZ41hpfY5r4v7gwxhNXMcOz3vcOLmG1ctMuVSkobYgkMPmSxhl7Ufstc2M6PY9u+4pkIoPhBQ3Zs44wpU4ob5ovZH8Ea+3BVp18kccmmmB0+UCSrNOYG61D2uhHqyL5YLDXiYeeEi5SkNp6g1sZg9g7c2qTua5+AVKlZzciNOYjBlG9z4/sNgugBiJvJkqu4g71jadF1oqOVmRp1g/6gTB5TWkXV3CbOfHxFc2ttnUq+sxGvkV3ftMYPr4kUzYbo5FcMea0LcJWp47mLPei9Qif65Yfc+Oy6FkxhzGyMiKgJwUlBpfDgxehf25AIpeqQfDuSrUgwtcyTGoB1+NUx0KLZnmOQU+u1i8bBlrzqWT5O/A1rWzmHU8nlyJ2D2hCW5vCarmwGsztMws2eISTNg9PzyNZ2Hiuo8xR4KIDzzKXOMT3A2yZvRfv+S/uvele99+9OjzFV17TWLXMSvmm7ji6n6UA9aHMXMNJynKk7Xf9KP7j7NZezqWlOwqSkvDcTL6mr79BzLe8ibB8cUU1ykoz7iG2bQxjc/s242/fDmTVe4JLYw5fgtaGmozTmHUtTv/+WUvumnT9DVde49hnfVeVmw9gumhJ02DUg6B5w6zYJkzt3zsmTrvFNFNXl1rM84we8YRLuscSf6DgUs/tDRkX1jC5FV7sQ3IIMl7O0vWmbDBO5/iln6nKtMIdJjOpBNPedbyWjuWq15JS12PJPEkC5adwDu6mCqZBL/dJuxxvkbYq3R2bmgpSuK4Zj6GEXsCCI2Ow99mMqN2nOZmivzVB55CqaBSXs/TiytZttKIvSHCq3bHfYi1FVqzVnjyTJNFQfZpLIx3cdVnL9Pm2BCkhZY/Nt+twPbcHQpeQSuUS6ammC5xJ98ArVd12r7QatBQo2igqraeqlo1tWo5oa7rGNfzc/7WrTdffP53/uMvf+bfhsxlh285MqVaC67G+OKetw/C63F5W9SDZvtYfySRytJgTi/rRf+ZuzgSU0FioAtzFgmJ6zBTuq7gSHgehcJZY1U5WekFFORcY4PJEZxcBbTs2WL7iGeVZeTkFpOT5IPljL4MHnUIv6pqcnMKyC/O54bFKAb3MOZIzE32jl/MdutAosUzi2+zc6056x0iX3XExk4noGXPNOMrr92ki86Yc555XRdgdjWW7GrhsFFCblYBuQWBWG3fi4llsNY6TKnJxv+0DUbLnfHxdWD6Ii8S6oS+X430qSezZzoYJK3fHdyqCNg3haFdu/J30VY//Sv/+pf/5L+m7OREVJPzT53puCQZH8tZzPBI/zXQfvf57z6o6oVWvZTU0/MZvdePiCbJpOzqaox3HcE9WTfX27mhVZl3F+uJn/K3rsLzdg8++et/8M//+RkjDtwlvqiGZ1Kd89SXhNjNZuGidZzKefeyfRPotR1awqBCglIeTajzOH5aMJNBPx/gQUEaSk0CXksnstvjMk81YvmNFKXqNkd2bWKZpQ91mif4ntyB0drTFL/ytSVB9PGKRFtmzjqAX4Z4TlXTuq7mvrt0Vnkfy7H1+utAaNVTrVBSWlZOVlYeafn5xN1yYLuQtFxTKKyqp0bx9pBqCbi2QSsE2+17WW0do13v4GtlypTxbsSqKon3c2DqwjOEpN/Dcf5QNp5PJaNGQVXhTbZNssT1rD3Ltjlz9IQzFtaO7LE5w0WH7cydZcudqnIivZ3YOX0ulp4OzP1hHS7RpaSnB2I5ZTYHA06xbshWDrmHkik2E07xZOF8E6Y7RP9a0rp2kPEzXHlcXEmJpFobisvjcV30DWsc7xIlUVBVFYT1PAuszj3E22stJovXcPKpmJ+7jqXZUsba+xDtY8+UOWeIrW2CVoo706facylWOJprvZH8Ea+3RdKqqaqk8NkzsvPySb60haXr12EaIKE8KwDbA6uZ6BxDiaSMuPsurBmwGKdYOTU6z8YdUKZ6oaVSIAkwp9/MAxwLzaNEUsy1LSMw3nkMX+16M1Hvz/A9YMXan08Q0QFpbtmW9FkPKoRX7tIScgsKyExPxt96IqPMvPDPUlB5bz9jTW1welRGSe4lVo6azo8bb5Cm+5jooPzoh9ZDfN23MW3pCbK05u55VGTZsvCT/+KfB5lyu0isryol3H44Gw8fxjerkBJJDiWJTpiYm7LokhifQrl1YjNTjB2JlzylRJJCiSSdUvlTyuJtmDZpO+fCHlMiSaNEkkxJTSZSlW6R8scCK106Wx+P2hVa8gYNwiBCAEQXqpXPkTd17NqkKzhYrmHVjWqUKhXVta/j6eK/7VEiq6O8Wp8hRihHdh9g3cEwajQaaqqkFDyTU6spJf6OA9MXehFfJ6e84DymgwfTvUcfunQbyRKHUDIKAzHb5MhRt2NY2RzB7GgMhWnX2TOtN3/t/TXdfpjB+ktZFBWmcG3Lj3zStTdd+w5krIUvceUyci7uYMLwXnzRsw9dunzKv34+neWnk1tY81WQ4L2TQX/+jE/Fu0Xc3gPptfMGMZneOEz5iT7ifI9vmL7jGo8rFFTLwzi9dQrduorzPzFmlw9p1UVaCE9feJ54HbRSTzPHyImr8YY5rZYD6W/+Dz+MmfUBbCKFIYaMjEcerJvUlS49e/PpgOHMso+jtINdveuFluYFyloJl3d9z4A+PenSsxd//XkLLiEl1Lwa2IvwP2jLpknuRHXQIN+8fPVBq3lcpaaejHPGzDoa2jinJS3Bz3EOP33Tmy7dPqXfXCvOpSqp6+B86IdWCP6nzTBa7Ua2dvFvOUpFJIHmP/LJeDNu5KVrd8aQVd/n2t7x/NC7F1169qRL/ymscL9NrkzslBHJgxML6f2XT/m8Zw+6iNBvKN9ae5EddZCF/Xrwt67dGs+La/PMuZgsntvcM7IOCp39+AGhJWtQI+aWBEBahsraeiQVpWTm5JBSLKdS/us4Le95k/8VUoV+aKlrKSouJ7e0toXVlwppjYTM/JqmuaEG8hPjCAuPIiQilVy5UK0oKXxWQXFFJc9KK8irUCE6VWlBijbe4/h0suSNhV9bmUNkVBQh4TEklDY0vktZTHJSDI+1z4wlMimP3Mr6Fh1Og6y6mOS4WEJFPG2I4XFWJTKNhrKMp4RrzyWRLtF11udUluQRFRFFSORTkrWm+C+a8lONVDtYvaCurprsPAnlio7V//9yEGq9cbZnXP2S1i/TVierIL+kjEJZk1pNpaAoI0ZbJ4/jUsns4LVBomz0Q6up/ZWnExMdrU1rWIaEiobmeVMhEe03t6rDF+WKPLwRtNQapJJCMsvk1OjyUJ1HUrzoG7EkFla1UK83z2f7/W4dWmKbpWwkkniyCp8i023PpM5HXh1FUm4CFUrhh0vEK6GmOITYyNuEhPsQEv2YnCpxTSw0zqW6IpKEOH8ei2siRPgTnpuMTJ5IztMgwiJ9G8+La8mRFMp0z+3skGqZvtbrql0lLVm9WithCYD8ZqhVIa1/gUxR99vXf+++Npwvr2n0p1XX2jqtDv4ia89B2PDs1ht6y/J5U2i1vL8z/G8rtDpDWn8vDW8ErU7aX1uHlhiQxdZKYv9AndSj23tQt6+gAJaIJ47inJiXEkH8Fvfq4gutiO6aOOr2KhRQE7+bXxNqf91zW0Khs/9vvS+3L7QaNFpjigqpgFLHhlfQUusmnFsviN/rVIbzf8xyM0Crc9TrPwa0OjskOlv6Wm+b7QKtSzcCyCsuI6fwGSkZOaRkdnDIyCY1O4+yKqnBn1Yn/Tr90B8DBmi1PjB0VP0YoNXZgNEZ0tN622wXaF287q+FVmllDUXllR0enpVJtO8UnosNTiBbbwAdNTh1tvf8EZxAGtSDnaNtC/WgwQmkUGG+r9B6vbYrtIRHUtGxqmvrOjToOrOAlnBJLr7mDMFQBs3bgPBaLNpH83Mf22+xTVmjq/ePt27/CHkQ7UgiraRKLjGE91AG+j5w2xVaMmWDFloCIh0dBChFYxLHjn634X0dX99vWubiY0a0jze9rzPFF+AVg35nStObpkWkX+TjTe/rTPHF0ppKmYQaRbkhvIcy+KDQ0vfy9rwu1IKiQxjUg62L2u1ZB5352X8E9aDQZAjpsDOXs760ifSLfOiL15mvG9SD70stqHtO62NWu0paH7KhtcmflsFI4aMeLN6lfRkMMVofGN6lbN/kXgEtITW9yT2dLa5+k/fOYNzwMaWh9bZpgJYBXB/1gPG2A5gBWq0PDG9brm963x8fWkJ6EGutxD6BIujgIdZQibVUuvVUYg2XuC72DBT3iHjiPt1aLvFbrNMSa7J0zxBH3XPEtY91XVbz/IjfrbfNDwAtJYWpEdy+chF3zzO4ep7Dyy+GzLrWE6ovIy2vt03SkpIV/YBLPqGEFb3+2pPLiol/6I9PRP5vOGZskU6VhJSkdGLSq1pswdQinp6K0KZfXU1majqRyeUt9iBsepYknosXznNSW25ncL2ZQP77Krf6UmJj00nKl7XYleMt8tGWvH7gOG2G1rNIArzP4ep5Bg/fGGJ1zh5VMnLjfXH3PIvblTuElHSs40HRXoSEolc9qK4g4Z4fF87p2s1VAhKKqRTlX5lK2J0L2ry5e9/nXoHY1aVj67tt0NJQHHeNM6fOcvLUJR4V/9p5aVF8Jkm6fHVwHlqXtARsMniWHsjD4PsUaSElzuUhq3rC4/AwnslzUWqSSQ6+y9P8FGRacDXel5sYTGx0DDWaTApzHhIWJ37r4CSOecirwwmNeEx+TU4T6FpC4GP733ob/ADQKuS66VwG/mtXeg8bwTfDRjFtjSt3q1pP6Jt2pjZBSxXDiVUD+Kd//oE5bmLTSpEGNbkhR5j0f/4n/zLxKI8KM3n4JIdn8t/Z7khxn30bd7Pa8jHV79pZGiJwsdjNPNMAyn7xLDWyohjOb1tIr+HfM1hbbiP45uc1rPd8TFxx7bsPNpKbmCwyZ49HwrvD9xdpf7/1+qbt4PfitwVasmdxnNw/g1HDv+WbYSPoNnQKy0+EUqRUU/zkCnumDKHXsOF89d1wJm65T4b0eYcCvy3QUtTfZcfnvenacyD9te1mBlvPRpOvkZJwwYw5332lzVufIZOZdOAehbrtkTqoDvVCS6WgJMGXdZO70mfIdwz+rj8zt9wnukxsW/acwqRH+Hg7sWzwAlab+pLRQelu3q5ah5aQgMIJsplK9z//yNb7qdq9TZWadIqj9jNuggV3spJRanzY29cYK08/CrUSl5CowvAyWcfa2cfI0UTgc2wTkxefIFcLNQEsIZ1lUh5vxYSJu7mWlPAbktjHBqzOKGmpU/FcewCzLfeQtGMDaxO06iI4fmgVXbrMZvtBX/JEetTFxF1YwSf/3pseM49yL8abXftuE13yOxPedQ+w2mLBBvuYdx+wGqJwtdrHkh13KW9WNrWyHEKtF9LrR0d8qprBM+0Ci0yP4hIqVArvCAfVPXastmLfGeGQ7h2f9RHc3xZoVQQfYo6lO+eTGyWQ1HOrMVm1gVNJefhZbWXc2PNkaV5SmnyJ7YPHYvVETnVn2uVdo0Em8WfzkH1cjBeOVpvVa00Qu7bsY5WDGOheku13jH3GxngUNIvTPH47/dYLLWUpKTdtGbfDj2SVkGZjODh4DU6BWZRrGnjisoZpQ7/mkz/9yMIDD8htp3T+ouxavEM/tCJ5dHIBn/yvL+m3cCehCqHyy6Qs1ppp0w80OYH0w/KbFdie9efZK2g94fKmzWxe6Equ8Kfluo3Zq9x/BYKWmMkAACAASURBVK2KxEPMmGHBjeREA7Sa6uafWlZYeEzcLztAi0rULS6uU7/UWu8JC77G8BKlMozDW7Yxb50HdyOieZKcR4GysaO8jqeL//bHWpWmTZ6LnaycMRq1DHtXKy4I1U9FCpGe8xmyeAsT5pwmpqyMzLwqqrRfoM8peppEWFgED8OiSCiupbY+gsO7bVlncYuE5MbzESm5lIrBq76WgvQIHmnjR/AoIo7Mak0T3BTkpibxWHstnpTiWuo0Cbhb72fpzubQUpMffxPzGSvweFrbzONsy8FFTUl+Bk+eRPAwPJmnBa+lr1pZKXHhIm3RPEkoa7Yxai3ZyfGEiDTcdWDebHMsz0dRKJGQnpZGXFQkYal55JZLyIyNJCQ2lSyp2OW8gZLsaB6Ld4l7n8SQVlGPQlVHQbGMvNwMkhIbyyI6sxhJBw7kLdvq7/1vC7Ra3isLOYSZ2RYOPkzhgac181depki0/aInnFg4kF3BMiSvdk9vWT/v/79+SUuFLOMMcyZuw/psII8jookubPJanObJ0t0WLPcWX+svqYjwwGHrGHY/bvZR1KJftyyP9/FfL7RapkGVitPEmVhcT2wGqDTc55phZurzS79zLe9tp/96oaV+ROBFKyb+tAjL3UNZfz0ThSaLioSDTJ9h+QpaVkNWYnful9C6IjwXLxJ+uCK5c3I7Rqt/C1q2zJxpwU0DtF5x6a2hVat6jlSppqZO1RjEwF/1iEOLR/Fvf/6CLr368sWImWzwekqZ4gUyZVM8Xfx3OAqXKMLkXUhcv9u56h5jb+HArnW7OOp1hA135FQkP+HKjtns9jjKrAUuBN4/itGiUzwqllJVept9o0fQu0dfuvbqysg1njyMD8Vxnw2zJsxi6Xxxvjt9xsznUIQcWXk6F7cOoN/AwXw9aBB9+/dl/vFksupUVOdeZc/sn+kz6Bu+HjCMmXv9SKpI5KztgRbQEm5SjjDF6BTRMo02L3XSMpKfPiUmOYOn+RIkqhfIyvywXTyaL7r3pWuXoYxZfZYQsRu9MpdQtxUM+rwvXYX35a824ZItRa5SUxPnhPGwwXwm8tPlb/zPbiuwvnIOR3sLxn07hsnDevHFaCPm77TFdGQvPu3/A3NPFVJZXUaA5QiGDBH5GszXX3dn2qFQ0rLvY77eksUzxjN7amMZDTAywz2xrsUu+u9/AP/dOv6dgeqNoaWqIeDgLOYt2Yp3xUsKQy9yePUGnKPjCbh6km0TXLgvbehQ1ap+aKmRJ7kwrls3/vxFT7r26k2/xXZ4p8upDrVj87697A9paOwfqbdwtTRm8VWhzuq4+mk7tF5QU5ZJ1K39TB9igUdUUbOPr0w85+1iVyeG1p3T5hivtuFOgAVzFh0gWppKaZIdMw3QamFY8oHVgwJaAljViobG0PCCuqzrbNlgyoxDwRRW1vDk4m7Wzp7IvhCNFnDSuqa4unve8ihcorQJWnts2WV1HDd3F9abn8U3zJtdK53w9XfBaOFR/IMcmTbvJIGpT3AzGc4ahyDCi2oorYzhxJLNWO3cyyrjsfwwfisXshrPX3axYNaa2+RpXiCTFpGckEBEbBTB3haMnenMreQYzm+az/oDblyJjSci/CSrjc3YZe3EYWd7Vpg1l7RKiPO1Z+Kc88TKhHrkObWhDoz5fgBfdP2CPw/ailtcKv5HZrNy/QGu5NVQGu2GyfrlzPZKpTDsGNtnjMbiYQ2lhan4HJpDrx23SciL5ezyIax0uEt4ibjnCGNn78LsjDuHVs5n/BxXIirTuWhmzMgf9nEnP5sHFy2ZvPAiKXUaFIpSUpMSiRTp9z/IlFmH8brtjunkAfxo7MydZ6Is7nF4z16W7w3Wb9DSgQOlGJTfCFqqWgqDDjJz5nzmu0Qj1TxHKs0gwHk1A7v34qvv1+EcWkFVB0pZIg96oaWuo+ahLd8vsMMtPJ/SyhK8t4xkxQEvvC+5YG69F6vQJuOLtNuctFrKossd6xS0zdCqlxLnvohB/bsyxTqYeEn9K798Sk3nl7TueO5gzgYvUvJ9OLf7O/bciiAr5jBGRjpJyxfLwau0klbRK/VgOFeFpLXQlRyDpPXqY6pdDTF+BS1FAzXyWkoq5ZTIGtUQsmRvnHYZMfd8kRZaQtp6Bbm3BJa4v83QMrNki8s9Hgb44G48n02eloy2uUNc4FHmLnTG//5RZs8/yp17R5kz7xBe0UIf3fglqpArqC4PxNJ0FyaWD5sG5jwCTtswc/lNClU1ZN87wox+A+jxVT+69+jKv363jxuPPFk7oj//+ffudP2qPz379uaTz4cwz3Q76w84smZ3c2iVkeDvwLTZbq8kLWWdjILiUvKTPJg7+yAel46zbasV5m5xTV/68XjaWbNqy3EuX7Fj1hIvMrVprqPwiTOTZzrhp82PHZfihEuDlyhl/mxebY/jyaPst7Bmo51QAedz03k/Rmv9qdLUkCC8Oc/34mmdlNI4DxZ/O0Sbr569vuRf+m/jjL8bm9ftY/+ZpCbrxzhOWu5nyY6gX8zR6crvQx7bDC11PSX3BLCMWXg8itK6FyjrU7jlac/ybT48fVZMYqgPjqvX4ZrcyTwXCyeQDfVIatWv5lsrbq1jibUHzs7W7LXZh8WjxoW9dU9v4HpgIUuuvW7fHVE/bYaW+NCQSsjNC8Nt9XDWuj0hQaiqte3644DWrJWnKFSnk5t6nN2L9+MbYMH0uTYE5Yh55DtYD12hhVZzQ4zLpqaYGruRZ4DWq3G3faHVoKFGC5B6rYuSqtp6qmQKJLX11NQ/16qMapJu4LR7AfPOF2qlMiFpaeOJuO8QhMfj8raoB832sd4hkfKiB5xe2otB88ywflJKYqALcxY0g9ZdJ2bPd+JqnFhLoessL6iTP8B6uxWb7COb5psy8PWwY4GpFyFRZzEdtJiDQVmkZueQGGTL+BlHuBFwlCWDF7PW4Q6R2XmkZefyNC2H7Py7OFlbsewXc1oaCpP8sJq1GKeY6mYqkZcoi6+xfKE9py86s3mrLRaeSU2DUwJnDh9ijakzFy7bMXOZd5P+X0FhxHGmzXDAN8iJWfOduZbQBK1qPzavssPp5FH2WR1mi6OY1M3girMV803vI9OUEX3LkdkrTvEo+Qq7hsxn75V44kX6Q52YNtOWC9ddWL/ZEfsraY3paIji+IH9LNt17yOF1nPKHxxiltFylrnHUK6zrEu7goP5chZeaCo7aSq3901m5qlMit/XEoRXbUzX1n591CtpaV6iUGl+oZotv23KEisPrl71ZIulJUuvNBrxVIS7c8R0DOZPWlGntyFNr/vGr9P7W9f0Qkv9HHm9kmpd2Ws0pLhMYrLVLe4/073jI4HWCjE3VUGdPJIHtmMZv2IuQ8dZ8qAgDaUmlvPGUzH3vMJTjbzRN5bKByezzazad4tazRN8T+7AyOQUhVqzeWFdKFS5WVQk2jJz1n580p42resS85TCZP5jtBz80OrBFtCqUb2gIvQ4K3aYscm7AFlDBQ/cLFg6bC3HUtXUiDktxbvBSge6tkErBLsdFqw5GINSnc3NPSsZ/eNRIuuriQ9wZvYcR+4EOTF9/kkCUx7hvGwY61xDSZKqkTekc27tDg7t2MqCLUfYahvWZPKejo+7LfNNTxP00INVXXdyo8mrrTz4AF9NteN8fASnVo3ExP4OcdrOmMjprY4csrLD4pgty1tIJgpFPlFHltPrWysuPpMjtiCSN0RzbPpQ/vTpShwjE7h5aDYrN9tzR6JGnnaBTZuXM+NUIrmPnNk0bTx2sWrkVQXcd1lAj83exGRHcNL4W9a6hpOiUCML3s3ICevY7emK5f5DbDosJK0MLjvuZ87GIGo0ZUTddGDWcjfuxV7A5MtNnM+pawR43BG+nXaAo95H2bDBFhuvlEaJryGSY/ssWPILCOsGmg97bIukVff0LPO/m8HPe26TUC00A88R2gNF0V2O7lrOoB0PKGtQU5p6g0NzBmByXUJ5B6oI9UKrQU7qFVNGml/mYW4d8oY0Ts6cy2ozH1Iro7Ez28cqm3Bte0rydsbceCVnizq2XvRCqyqbAFcTRtoEUyBXI1dmcWHlABY5BhNdrUtrKm5GO9ix+XanNcTw89jOjGWuZAvgqHMpS92P0d/+zr98sxXfIrHcpoTH1kNY7+jM/dJq5A1lyHNOsN58I3PORqLUhHLLdSszVriS1VCAvCEPeUMhtaoMKhIOMX2aOdcS4rS7zWuvqfKoUxug9UrCaKv1oLxBgzCIEAARoUrRgLQyH7+TG5g0rA99+n/NZ0OmsPxoEqXK59q4VU1xdfe87VEiExvm6jPECMF2+17tGqsajZqK4lJSU4Ur+xJi/ZyYMdsBv0AHJs8+yYOiKsryvDAbNZKvvhpA7349GbH4KAGPAzmw4wDrD76G1m03S+2cVkZpEhfXjaHrABG/Pz0//yv/NMSCS9lSJEU+2Ez/mf59xbWBjFlxmuCUxxy33c/ibYEtJBMN8opU/KyW0n2QiC/CeEy2ruLbCVYcCy6muuQ21gt+5Ms+A+j99QSmHbhFXJUGZW06953n07/LAHr3HcJXs6w5n1mDTNVARZgVc78bQpevB9B75AD+76DNnDzvisU+myb1YAaXHPZhtCGQGk0pUTdsmbzoInHFWQTsns5Xg/o3pqXLX/l/vjLF/Y4rG9YfwvrCa2i5WFiwuAWEf+uLu6PPtQVaKR5T6f3v/8r/+rQvXw8epM3rgEUWnEmtpejJaVaO+YIe/QbQvd9Qvlp/htTKF7+Qato7T3qhpdZQ9SwJZ9PhDNG2wR70mHaQC1FyajX1JF0xZ/533bX5+nLgJCbbhlLWgdAV5aMXWg0KCpMC2GPcq6nffc3wDSe5n12L9JVVaionZ21n+6ZbpLWDNKivHvVbDz7E130b05aeIEsrAZWjrA3j9qYh/PvIrVzLTddKSDUlt7mwaxwjtf27H70HT2bx8WukVArtTjh3XebS7T8+o1u/r+nd7yt6DxnBSFsvsiMtMerVnb/36E1v3TVjC66kiOcKqetjg5fuY+S3j+2qHpQ1qLVzSwIguiBMx2tKMgm/d5MLV29y+V40seVqZAollc3i6eK/7bFCqtAPLZWUnOw8nubVtLD6aqCqooj4lCJKJc+ISymhvF4UoJrciBB8ffzwvh1ASE4Nco2awpw8nubLmgasOkqK84lPF89UIymMxsdXxL/Ddf/7BEbnUSzmRTQvKYyPIED7rAdE5MpQajQU5eWRlF3dIj1NlSfNJCDAH+/b/397ZxoV5ZX1+75r3S/vvfe9q9++t/td6c7Q3UlMNNEMRtQYzWCMw2tUVJynqFGDURFFgy0qYBRFBlEQUVERBxRBJjWCAzPIJPMsFEMxFlDIYPzyu+tUUYhGixKklNzzYa/nqWc8zz7/c/61z9lnb/G8KO6Ul5GaU06RUniAtVGcnkCQeF5oPIklD4OQqqoLiQgKwi/wMiFJyi4daz2pt8LxF/dcjyYioRBFeRk5hXfJLBZDFGpK7xaRklNLU3sL1ZV3uZ1eRX3rfVQVyYSGBGvLEnyV0Jg87laXk5lzl7yyJu3wYFsDhQVFpOU/5XteQAej64AMIS1lURLRkdcICQvjvEbnQfjfSCZT4/ZfR0Gi9vj50BtcK+rwwjPiN3VLWh1lURVFczlU1FUoVzIrO5cgqOsKSY4M09ThhWsJxJUb193dINLq+AZlxlUCNG0ljIiC5i4YFm2jiaI7hWTlVj86fG6kutBPWmKYLocyRQxJmcnUawiklOa2IuorwrmZGktpU2HHcF45VbnBXA06il/AMfzCQkgtE1Euymluz0NZco2IKz5cEOeEBPkQlJZAbW08KVFnCQjy1h4X525eI7dGRNrQRc/oT8T1ZLLStd2+Ja17bRoLSxBIV6lWP/qPtEGtfuR812t7ul9Zp009odbn8m4kUOuULbf6wWhM/RhCWsYsT0/eZShp9eTZxrqnW0urH7RR/aSliz0ovDJ1cQPFMUEmYk5UF3tQkIrumFgILkSc18UiFOQnLC7dObGt63imIDWx3/Vcf45FqL+f6FPSamhtp6axpdPK6qnV1JP7BNmJfEnqNuNOLBurscv36Ad2d/qRpNU7/XWnX0PP//5Jqz9ZOC9LWfVjs09Iy/dCKIWKCgpKFWTkFhpd0nMLycovoqKmXubT6gf/VA3t4J7ndZK09HcMz1PX+p4lSetlIYqXqRz6sdmnpFVaWU2RooJiI4vmnWWVHZaWfgXoa1Dy3O9XdzIJ5MtRt4K0ZBJIMVwo5aEO9GOzT0hLF3tQ1dyiAaQYezemiEZQ2yi8B1Ua7ySxL0XqoCsGqlXaOc+ux/rbvkhTL6K+9Ldydy2vKL/4jq7H+tu+8FKuVlVR21hJbaNSSi910J2x0KekpSOPFwFC8Q9OR1piX4rUQVcM6Eir67H+ti86fCH9rdxdy/t7+AbRz1SrqqlpUFLTUCWllzp4oaTV3cv78ryIGC8ahNj25Xvks/Wb8i+rfn4Pw4PSe/DlwJ7wHmxoEd59wnVdDvP1Xgf667VPLa0X2WEZlE9LOin8f0vo0hFDf8dgrLYrrC5BvsZ6X1+8R7/L+8vk4NBfyqIfm5K0JHH16w6jp52QJC39HUNP9fqs9/3+SUtYXsIKE4GIheiIQ6zJEuurhIh9sR5LrK3SrcsS14n7dOu7uu7rnqHbimd0Xe+lO95ft/qx+YJIS01hdgKXgkLwv5ZAfLn+Qj5rQxDXG2ZpNVCckciVyFRSNFEltOVobKomOymWm3cqqOmO1DRRNYrJLNZFxOjFt7Q1UFRUzJ3HIkioGirISo4nu6q9M1JGgzKbyMgsMpUi7bh4ZwuK7EQSkgop0/y+h6K0hDs5ChSVJSRlVulJINmLMnenn5f0vMGkVZlOTHgoFy6FEBCZRVbdY7pqbqC0IIFkhZrGzrBCj13TRzoweHiwNpvr4WFcuBTG1SxlZ0QMXbtSq8rJz0shXanN16Y7boytwaRVX8jVq6H4B4UQmFarzSKgzOR6R92I+rkQdJngy9HEZVZ2326fY53ot7QE2eRSUXyTxNvRVGoWGAuSKqShPoHkOwlUaCJiZJJ3O5KCskxUGrIS1+RSmhtDVkYyqvY8yhWxpGSnoOqMcqF9TqMqkeQ78ZQ19NcIGI+Tq/728wJI6z7VKd5smvYxfxn0Ee+afMN4+/OkVXTk9XlOYDKItFoT8Fw5jD/8x1jmHhMVLpTVTnG0G2b/+CN/meZOZFkJSellVKqf0qCbwrGzsOGHztiD+hWutyNoieOgrQ0LNzyayqMyKxCHme+z6ryyI/1JM0muZvzzP8ax2j+LKk25c/Ga8znfjluLW5qC7Pxb+LjvYckKF86c38u0Bd4kVIhvKafqnlxwbQhpNVTmcdZhFl+ZDGHgkI94zWQmq44mUq4J6SXq+VeUKafZPO2fTDmU8/Ll02r/FXVTJdd3LsBk2Hu8O+RdBpru5mScivrOdtZGbsAWFk4ZwYoAEUqsF/jtwb2GkFZjUyHxu03565uDeXvwR7w6aws+iZVURDgxf9InmroR9fPeRwP5y98+5evVl8jrQVl6+u36SUtYTzFccZjJB29MYkdMLk0a6yqLsgQ7vp2yndA8kZrkEjs+XsquY8GUdObTisT3x7WsmSvyacUQ5G7J9GWHKNBYY4KwRFzBHJTJPzN16lYuyMzFnfjtcebiJ4KgNZ8TqycwfqwlZypaqU06xd7N07EKre184RPve0YQGkRa6hgO2C/ktTems37nZUrEO9oqSPL5ntf/15v809SFy7G+WGzyI0bxMH39I+VTX9OQ1urdcZ1W0CPnn6XcHaS1aOOjpNWszOTq3hl85ZhAYbNwLCnAa+58Jnw4hKVnokkXkeKbr7B56lpWWTiw99xZnPcf5ehRZ5aucuHsBWdmLTzA5Ugf1my6SHKN8ePk9Vgnz6K/Z7jWENKqvGrLlM1OHIiq0SSNjHVfwvdLV7L/jta5p0l9l5uOZrz/+mC+PZTfJYCrcTr+7i2tVlR3PJk+aB37wgupv5fHoWlTWGl1mugO4m2sS+LkDyN49Z2JrA5+CUmrrZmiBBfmvvUx6y4oKVXd45bzJBY7BxCjaKehpVVTN6qW+9QrQtjjtA/rU3kdow/GqYfuSSuW6wdn8dd/e4PBi2yJvyeILIfyBHumTN1BqCaf1iV2DF3KLu+upBXF6TVrWTvPnYL2WA1pzVj+JNLaxbRpNpK0urT/XpGWuu2BxoNPePGJYSx1rg/fLVrBJMfEhyTVoqb23v2H14lreymNre0GZS52tndi2ujFOBzYyVmR6qAmnbij8/lo9mrGmx0loVJJ/t1aalu0HVV16V2ycvK4k11AQW0L6ntROGzeyWrbMPJKtMezS5TaNCWt96hU5JGeLY7nk55bhKJJqwcxnFehuEuG5lwRxbUiwO1tPO23s+TxVB7NCtJ8LRkw2YOI6gaa70VgMd+VQ1ZTMXPx41L+A5oLjjB7oz0/+uVSWVXDXUUcp933svQHV85d2MeMRT4k11STX1JPnQhkXFnU8R153MkppLiuBXV7O9X1DZQoSsnPyyerrJYKVQMl+flkFJVT3qy1LhrFcGWO9nuKVA8TDL5sxKSvPIaQlrqlmZrmts7grA03d7PZyhyrcG2A4uxbZ7D8fARmK2ZjeqyQOiNHSDeEtOqzjzPrv+w4laIlpDi7cZjvcCW4TNRlAzeOO/PjmA+YsNaC1YEifp1xOnrde7q1tJqKiPFcxavTDxHTqCtbC/XNrb/5k5h6ah+O+1y4XGdcj+FuSavtOpdP7WDc6NlYW5qwIVSM6uSiTNrJNFNd5uIg7EyWa5JAPrS0ojgjMhcvEHm4Ygn22IjZCs/fWloin9Z0G/ylpdWJ3x6Tlsg9VN/cpknuWKdu1cypVIf/jOnyZZgdSqZUUUZOaS2Kpgc0t7ZRr27tvFZc3xsRKVGEy7uwuHQN5Ddb9U322DixaYUVrj57sfjlHjXp0fhZm7Le3YUZ89y4HHGIxSt8iCxrQKUKZ/fEzxn09kD+MeAtvrY8TWx2HK62e5k1eQ7L54jjAxg8YREuKS00VmZy0uJ9Br3/Ae8IGTyEJUeyKWy5T0PZJWxmfc27mnMjMbO7TLYqHe9dTyCtdjXFqb6sHLSF8/nlVMTYY2Lpy+Xww6y198U/QU3jze2stHXCKzoOv4MH2brTg6PHXfje3JVzF12Yu9iN0HAPFq++QLxCyS/7xvHp0I5yDXqHKTuvkX73Nm52NpiOHcdEk3d4c+pKVtnuZe3Id3jNZDKr/KtR1Rfzi/10Br0/mLfeHsAY68ukVLUb9Z/tb+qxBx2tIaT1yHvamrjuNIdFi1fjVfSApspYTrhs47N1LpzdMxezYwVUdyYq1HWufbvtnrQe0KTO5fjK79jhc52E0nicTTfj4H6LgrYHqDLPs8l2D7M22OC+x5wV/s93tOMR/T2ljrolLWUG/jun8vf1/iTlKChUlHO3k7y66LcxAofN21nvFEX1U95lSHl6co0hpBV8zIYFy2wJCNjEjMVOpDZmUJG6G1NJWl2cU3RzW13q9Ql12adzWoK0BPHUNrVoRNX+gPKru7G0mMzHY2cyesBAXh82DbNDSWjM+y7X6u7p6bamsdkw0trigPUOF9w9XVi14wxh0RfZvsyBC8H7MZvvSkiYI5NnuROWlcDJ9aNZbnuOkLQCMnIvs3uWOdutbFixaAKjvzbH47Y4fpXDDtaYrQmmqLWVqrIcEm8nEZMYS/g5GybNPsiljFTObf4OS/vDnE5MIib6EObf22LnfBBnFweWbr7yWD6tB1QW3cTJdCHOkfnEHFnKmtMppNansHe1G2fCEwnesx5rex+S6tLxtN3JGisXjpxw7SAtV+YtduFSyB4mzjhMVIWa+ppCUlNTiBXvv7qHWfMdOeLnxZbZM5k47yAR+bdwXj6Tz8fZEnAnHh+XrZitO8XNxLOsH2KOU/gNIkL2MuOTf+GVUNaRAFM/2HrSIfTVPc9GWm3URLowd/oMTHdHU9daT4y3C5bTvQkrTSLEaS5m3kUvoaUl6qMNZaIHy8d8wusDhjNv5y/crhFWdSHnNuzAyvIKcQWBeNivZGXgSzg8qMzmyt4JjFy4nG/eHcybA97htRXeRJeIb3iIN+VVO+wdXfBMM356FYNIy8uK2T+eICX/Ah7rR7D9SgL5CXsxm6mztC5hO+y3ltZZYWnNF3Na0tLS9QVGJy1l+C5mmX7L2J8CSEhO5YyzOQtnzMQp7leNVVav1hJcT8lKd5/BpLXZDkvXMK4E+nNw0RKsTuxkrG0AiWGuzJ7vQsgvrsyct5+Q8IPMm23DsRgxHq1tLLXiX19+IDZrLVm+9UqH114xl4/9jOmSC5SIfFRxniwYPoIhQz/h/fff5Y8jbTh/05s1nw/hlb8P5N1PhjHk40G88sqHmK60wNzOmZXWvyWtpqoCbrnN4ccz19k1ZwH7fsmluF2F3w8r2HvOlfUzbbG3vUZlezqH7BxYb+36GGm5EhTmxJS53sRXN6BWBLHhv8bywdBhDPnwHf703mpc/DzZsn4bG/eLieFCfOy3MGdNGKr2WqLP7cPse19ic8PYMvwN3jX5lNnukcQlKyhtaO0cQtPp5mXfGk5av1If5cKCWXMwdQinoPY+zZn+OG9ZyhKvCurL4jj3sxmmnllUaOYbH3akfa2D7i2tVurz/Fi35gBHA6OJT07k+OYN7DsbReyNQ2zeYMXWEBWqHF8cti5jmZ+SRiMPcXZraVVnEbB9PP+YvpfT0cnEJwXyr5mfsNozjrQGna7zOLnUCuvN/qQaufyijg0lrRnfH+Nuazo5SXvYuHQPV3/ZgemcnwnTzGnJ4cGHywF09frkbd+SVks7dU0t1DTe00ht6wOaEt2xtLFjfZDI/fKAxrTTOFpMZY5PucYqE6Slu743W5HxuNKQ4cHN2/jRuq4JsQAADRRJREFUKZmyoqscWzyI4Ys3sSWihJSw/cya10Fac10IDnNk2ryDXEgROW66KvMWuzbasW5PXIdLeTaXDu9mroUPUbd9sR69AOuTkURERnHl9FbGTtmLf4gzC4Yu4LsdPgRHxRARlUBUQioZeWE42to90dJqVldREGDOm+s2MOMLe66mV9PY/iv53quwczZnxFIfDvuXom6/jZvt00jLhemLDxOeHYLDpPlY7LlIQGQMEaG7mWZqh/tJNzZvceRfh0XG0zt47bRliXWkZu1IuM8uTBefIfNeIyW5t4mKCMPpxy/44sufOJbe4YL8iF666ujl2zeUtFQxriycswAzx3DyOtzdC8J2MnfQn/jfA4by3qB3efVvf+bf3/uKZb4FVBux0+yWtO6pyDy5iG9+CiSmWlsHpafMWemwj/VrFzN54Cv8eeBQ3nvnH/znK//J/x29iG3XtO3yUYz3Xf11S1p1eSQcX8NYx2TKO/CV6TaZb+0vcq1EW666yF2YW9ixO/TxZK59V+6u+jGYtJZ5UNiupEkVTej28Uxbu5BRk+y4VpRBc3scx+bOwObIWTI0ebGqaG4NYv9mC1ZtOY+qPZpLYk5r5WGKNG7zYj2XWJ+Vi1Izp7WNgPS0jvVaws1eeBfqhtv621Z/vRmVtGqafqW5MY6Da7ax3vIqRe0PKLiyB6vZY1kT1qydw2rSElxvCEvcayhpOWyyYdXPt2luzeLsxjl8OtKRW011JIe5YjbbmZArLpjO8yAs9Qq7F4xm3bHbFGgaTykXrLbhtNWKBZaOWDpEdQyRZXPJ04H5648Qds2dJX/fTIiuM0905BPTvZxMuIHbgjGYu13vcM0txt/OE+c9+9jutptljztiiPvbWqnK9mTS2wP48+RDxJdph0HU8Xsx++J1/vtkB05liPm7eFx37MbiJxe8jruw/AcXzvq7MHeRC0Fhzkxf4k5Ymg+r3jDnaJpaS8CK40yeux177/1Yb96NtbtoROl42W9jodUNmtpLCT+1l1mLPfjlmidrFjgSonyAMtePDSO+YUtgBsW6b+wnW4NIK8+PVeNm882WQFLEvGvHt6mqirl96zphl8O4eMIF6+8+59ONvlzLa6DBiGu1uiWt1gYUfuYMnHeAs3laj9Fo+7HM37gbz1uZJNyIIDQsDP8Dm1i2YCITfv6F22XPd+mJTmdP23ZLWq31FMR68f3n+4lQiTqo4NKPHzF7zxVia8TvJm5sX4qFnSehnZbXw7p62nuf53GDSOvwRqYvdSdPLAJuzaMsZROTX32DP5lsJLg0V/vHcOvHmLu6E9Uo6qqB5gov1m1ZzfTDUTS33+KiIK1VR1FoXOLFiI9ICpmnIS3T6TsIys6kub2mg7iEO3x/IytdefXXX5+SVkNLO8IhQhCIVlqoa79H0WVvNnz7Je99Nob3hn3JV1Y+ZFX9qpn3EsN6D6/v+b5IHCmiL+t3xIjA3uInvrO5Qb1YnJtbQGx0KXXtZSQE7mXy1D0EhjgwftoBrt5VcjdtPxZffs0nI8ZgMupDxszahV/weX6y2MYqu5sdCxoz8XffxpRl50kvTeDo4q8132kyahQfv/1X/vDxFk7m1lKWfRKbKeMZPlw8awRj57kRGB2G8882zLUIpeIJnX+98hrbhv6Rt9ZcILGqo2IbrrP+g4/5Yv4hItTCoSUKpy12mFs64nHEkYVLHfH1c2T6bEcuBu1mgpkXN4tyCLWew8jRI/hk1BhM3n+N//bWcn4+cxCr9XZscBPDg2l42FgzyyKcpvYSrnrbMXmBD4mZ13Cc9RGvDhmFyVfj+NbiKOF5qheS5rw3HY8hpJXhNZk3/8e/8z/fHManX36JyagxjFm+kxMZXRpVXSpBe2Yw7XjZI3MsvSmbofd2S1rt91Ers3FcMZKhJiMQGPz7mAXY+Wc+Omeaew7nHctYHiQ8WLt8mxH2uyWt9l9R1eVzfdNCBo8axdBRH/G3SevxTazWrovL9sFspTUbfdON7oCh01X3pBVOgPs6Ji1wI6cj8oW64Tq+Swbzb8PXcqZAjGwoqSo4yWGriXw98jNNXZl8NoW5TieJVohoF1GEOs/in//nLT4YJepyBCZfjmei82nyYrYxdcBA3vxwKCajRmIyajgmK+y5kJHdsZZLRwb9Zasfg31KWirhWt3Y/Gjm4sZ21I0K4iLO4+R6ACfvYAIzG2m+pyWonmQpftI92szF3ZBWaxV3UtOJvaPUrrDvbKRqKhW53IjOpbgsl+tRBSjUwo22hfTg8xw5dJj9Hke5mFqJqr2F3LR04jLEcJ1QdgNF+ZncSNCeK8sK47CnuN4Lt6OnOHk5ncIG8az75IYHc1zzrNOEplWhbm+l4E46USkVT4xe0dRcS2ZMKBEZSqo6F7g2kHMjgaS0cu0i47ZqMu9kE5+aR05hHjGJeRSU5BEZl0eRIofrMcVUNt9HpYjC9+QR3DwOs9/Lh+MBCWSVFpKUms3tPDEhryInPYOoFCVqMTdXmMX1+HJU7fepyQvH28sLt0PH8c9QPbGsugb9sm4NIS1FRjghAac55n1MqyePw7j7Xye+rItHamMNBRmx3MhvNKqVJfTaPWlpG39tZjCnvY9oMOhxJZv8xywSdU0xd9ISiSkx/vq97kmrowOrTMD7iBduHkfxjCp7uJBbmU5wch5JlU9Z/N/ZpvV3hL3BqX7SEsN4mRTnh3MjPo5ajfWjoLm1kJqiS1y8GUGBSrjAiyG9csqSfTjttZv9HrvZf9yXqMKcjvBOOShyAvA76cQBDwf2CznswtHIKKqVN4kMdOfQ4T3a4+KcfyApFfkdz+0vZKUrp/666lvSutemsZoEgTwiDW2PkkTLvUfPP359D35X1mnzJan1ubwbAdC9aQzyXv3g7Y1+DCGt3jzfGPcaSlrGKEtP32Ewab3EbVU/aYnYg7q4gmIOSnTMuniEYihPDPOJ+SdxTGzFsoOGDhH7uliEgtTEfLrunNiKP5e6uINiv+s5Eeewv85r6W/3fUpawuVdePM9j+G+Z32G1tJSoW7r8q/4JQZ+Txu9vE8/wJ+mH0laPdPb0/TZ0+O/f9LSWQ9ya/gcm35s9glp+V4IpVBRgUh7n1VQbHzJLyKn8C4VNfUyn5Yk6ifO00jS0t8x9JSEnvU+SVqSzH5LZvqx2aekdbe8koISxQuQUgpKyzSZi5+1Ecnr9QPm96Kf30MSSJEZXHT6/blORPnFd/TnbxDDgzIJpBjefF6ivw/qE9I6dT6EAkW5NpBlc4sGlAKYxhQx3i8srdpGtVHfa8xvlO/qOaZEZynSpPdnHVbVN2iivvTnbxCh1sR39OdvEDiqaaigXq2gXl0mpZc66O4PTJ+RVmllTad3k+ggXpRUqxqRInXwOAZ0eHz8eH/6Lb/h5cC1th7UVKukPA8dvBDSEnNaYs6gu5fL8/rNYKkfqR+JAYkBiYFHMdAnltaJs5fIyCuioLRCitSBxIDEgMSAxIDBGOiOpPuEtC5duUFAWIQUqQOJAYkBiQGJgWfCwAshLeEAIaS8uk6K1IHEgMSAxIDEgMEYeCGkJbxppEgdSAxIDEgMSAw8KwZeCGnpLC251VqcUg9SDxIDEgMSA4Zh4IWQVncvlecf9YaR+pD6kBiQGJAYMAwDfeKIIZVvmPKlnqSeJAYkBiQGng0DkrRkbD65nk5iQGJAYqDfYGDE6C8wt7Dk0NHjRCfcfmK5//D4P4GnXfj4dfL3s/2DkPqS+pIYkBiQGNCPgWGfjmbVmnV4HPEmMi5BkpYEjH7ASP1I/UgMSAy8SAx8ZDKSZavMOeB5hFuxkrSeyNovsoLku2UHITEgMSAx8BADQ4YOY8n3q3B19+RmTPwT+2w5PCjHu58IDNmQHjYkqQupC4kB42Dgg2HDNZaW2yEvaWlJ0BkHdFLPUs8SAxIDPcXAqC/GssbSisPeJ4lJTHriH+rfWFrXbkbhFxCEYLr1m6yZOXc+Y8aOQ0yQDf/sc8RDP//6G778ZoIUqQOJAYkBiQGJgR5j4KvxE/lqwiStjJ/IlBmz2Ga/i9PnL5KYlm4YaYnEiiIjsWA5n3Pn2eXorCGvH9at17girt2wCcvNW9hovVWK1IHEgMSAxIDEQI8xYLXFhk3/0orYt921R2NlXQ6/QUZugWGkpWpuQaGsITOvkOtRsZwPDOaYj6/Gb97z2AmOnPDR/PY+dRopUgcSAxIDEgMSAz3BwHHfMwg5cfqsRsT+Wf9ABGHdTsuguKzSMNJqbG3XpLEvq6olt+guyelZxN5OJio+UbPYS1hg4ndcUooUqQOJAYkBiQGJgV5hID45FSGCUwRZCQtLEFZVfYNhpNXTCTR5n5x8lRiQGJAYkBjoawz8xhGjr18ony9BLTEgMSAxIDHQUwxI0pLrtJ5ogvcUUPI+2RlJDEgM9CUGJGlJ0pKkJTEgMSAx0G8wIElLgrXfgLUv/73JZ0vrQGKgf2Dg/wFo1/lbMZHbmgAAAABJRU5ErkJggg==)
4. ENVIRONMENT
This article has been tested using Microsoft SQL Server 2012 SP3.
5. REFERENCES
Microsoft TechNet Using PIVOT and UNPIVOT