349 lines
842 KiB
HTML
349 lines
842 KiB
HTML
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<meta name="author" content="Baptiste Auguie" />
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<meta name="date" content="2017-09-09" />
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<title>Displaying tables as grid graphics</title>
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rel="stylesheet" type="text/css" />
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</head>
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<body>
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<h1 class="title toc-ignore">Displaying tables as grid graphics</h1>
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<h4 class="author"><em>Baptiste Auguie</em></h4>
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<h4 class="date"><em>2017-09-09</em></h4>
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<div id="TOC">
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<ul>
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<li><a href="#basic-usage">Basic usage</a></li>
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<li><a href="#spacing">Spacing</a></li>
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<li><a href="#aesthetic-formatting">Aesthetic formatting</a></li>
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<li><a href="#text-justification">Text justification</a></li>
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<li><a href="#further-gtable-processing-and-integration">Further gtable processing and integration</a><ul>
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<li><a href="#borders-and-separators">Borders and separators</a></li>
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<li><a href="#accessing-existing-grobs-in-the-table">Accessing existing grobs in the table</a></li>
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</ul></li>
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<li><a href="#faster-tables-an-alternative-grid-function">Faster tables: an alternative grid function</a></li>
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</ul>
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</div>
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<p>Tabular data is usually formatted outside the graphics device, e.g via LaTeX, or html tables. However, in some cases it may be convenient to display <em>small</em> tables alongside graphics. A couple of packages offer this possibility with base graphics (<code>plotrix</code> for instance); the <code>gridExtra</code> provides the pair of <code>tableGrob/grid.table</code> functions for this purpose.</p>
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<p><em>Note:</em> This vignette uses the development version of <code>gridExtra</code>, some features may not be yet available in the released version.</p>
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<div id="basic-usage" class="section level2">
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<h2>Basic usage</h2>
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<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">library</span>(gridExtra)
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<span class="kw">library</span>(grid)
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d <-<span class="st"> </span><span class="kw">head</span>(iris[,<span class="dv">1</span><span class="op">:</span><span class="dv">3</span>])
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<span class="kw">grid.table</span>(d)</code></pre></div>
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<p><img 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" width="384" /></p>
|
||
</div>
|
||
<div id="spacing" class="section level2">
|
||
<h2>Spacing</h2>
|
||
<p>The spacing of each row/column is automatic, and will adjust to bigger cell contents. Plotmath notation may be used, with the <code>parse=TRUE</code> argument. Note that this is applied to individual strings of text, and reverts to standard text if parsing fails (this is useful when mixing multiline text with plotmath in different cells).</p>
|
||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">d[<span class="dv">2</span>,<span class="dv">3</span>] <-<span class="st"> "this is very wwwwwide"</span>
|
||
d[<span class="dv">1</span>,<span class="dv">2</span>] <-<span class="st"> "this</span><span class="ch">\n</span><span class="st">is</span><span class="ch">\n</span><span class="st">tall"</span>
|
||
<span class="kw">colnames</span>(d) <-<span class="st"> </span><span class="kw">c</span>(<span class="st">"alpha*integral(xdx,a,infinity)"</span>,
|
||
<span class="st">"this text</span><span class="ch">\n</span><span class="st">is high"</span>, <span class="st">'alpha/beta'</span>)
|
||
|
||
tt <-<span class="st"> </span><span class="kw">ttheme_default</span>(<span class="dt">colhead=</span><span class="kw">list</span>(<span class="dt">fg_params =</span> <span class="kw">list</span>(<span class="dt">parse=</span><span class="ot">TRUE</span>)))
|
||
<span class="kw">grid.table</span>(d, <span class="dt">theme=</span>tt)</code></pre></div>
|
||
<p><img 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" width="384" /></p>
|
||
</div>
|
||
<div id="aesthetic-formatting" class="section level2">
|
||
<h2>Aesthetic formatting</h2>
|
||
<p>The formatting is controlled by <em>themes</em>, which are nested lists of graphical parameters. See <code>ttheme_default</code> and <code>ttheme_minimal</code> for two built-in examples. Changing a few parameters at a time amounts to modifying the list with the new values.</p>
|
||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">tt1 <-<span class="st"> </span><span class="kw">ttheme_default</span>()
|
||
tt2 <-<span class="st"> </span><span class="kw">ttheme_minimal</span>()
|
||
tt3 <-<span class="st"> </span><span class="kw">ttheme_minimal</span>(
|
||
<span class="dt">core=</span><span class="kw">list</span>(<span class="dt">bg_params =</span> <span class="kw">list</span>(<span class="dt">fill =</span> blues9[<span class="dv">1</span><span class="op">:</span><span class="dv">4</span>], <span class="dt">col=</span><span class="ot">NA</span>),
|
||
<span class="dt">fg_params=</span><span class="kw">list</span>(<span class="dt">fontface=</span><span class="dv">3</span>)),
|
||
<span class="dt">colhead=</span><span class="kw">list</span>(<span class="dt">fg_params=</span><span class="kw">list</span>(<span class="dt">col=</span><span class="st">"navyblue"</span>, <span class="dt">fontface=</span>4L)),
|
||
<span class="dt">rowhead=</span><span class="kw">list</span>(<span class="dt">fg_params=</span><span class="kw">list</span>(<span class="dt">col=</span><span class="st">"orange"</span>, <span class="dt">fontface=</span>3L)))
|
||
|
||
<span class="kw">grid.arrange</span>(
|
||
<span class="kw">tableGrob</span>(iris[<span class="dv">1</span><span class="op">:</span><span class="dv">4</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">2</span>], <span class="dt">theme=</span>tt1),
|
||
<span class="kw">tableGrob</span>(iris[<span class="dv">1</span><span class="op">:</span><span class="dv">4</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">2</span>], <span class="dt">theme=</span>tt2),
|
||
<span class="kw">tableGrob</span>(iris[<span class="dv">1</span><span class="op">:</span><span class="dv">4</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">2</span>], <span class="dt">theme=</span>tt3),
|
||
<span class="dt">nrow=</span><span class="dv">1</span>)</code></pre></div>
|
||
<p><img 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" width="768" /></p>
|
||
<p>If the formatting values are fewer than the number of cells, they are recycled along columns,</p>
|
||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">t1 <-<span class="st"> </span><span class="kw">ttheme_default</span>(<span class="dt">core=</span><span class="kw">list</span>(
|
||
<span class="dt">fg_params=</span><span class="kw">list</span>(<span class="dt">fontface=</span><span class="kw">c</span>(<span class="kw">rep</span>(<span class="st">"plain"</span>, <span class="dv">4</span>), <span class="st">"bold.italic"</span>)),
|
||
<span class="dt">bg_params =</span> <span class="kw">list</span>(<span class="dt">fill=</span><span class="kw">c</span>(<span class="kw">rep</span>(<span class="kw">c</span>(<span class="st">"grey95"</span>, <span class="st">"grey90"</span>),
|
||
<span class="dt">length.out=</span><span class="dv">4</span>), <span class="st">"#6BAED6"</span>),
|
||
<span class="dt">alpha =</span> <span class="kw">rep</span>(<span class="kw">c</span>(<span class="dv">1</span>,<span class="fl">0.5</span>), <span class="dt">each=</span><span class="dv">5</span>))
|
||
))
|
||
|
||
<span class="kw">grid.table</span>(iris[<span class="dv">1</span><span class="op">:</span><span class="dv">5</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">3</span>], <span class="dt">theme =</span> t1)</code></pre></div>
|
||
<p><img 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" width="384" /></p>
|
||
</div>
|
||
<div id="text-justification" class="section level2">
|
||
<h2>Text justification</h2>
|
||
<p>The text labels can be justified; the default is “centre” for the core and header, and “right” for the row names. These settings can be adjusted by passing the relevant parameters of <code>textGrob</code> via the theme nested lists,</p>
|
||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">tt1 <-<span class="st"> </span><span class="kw">ttheme_default</span>()
|
||
tt2 <-<span class="st"> </span><span class="kw">ttheme_default</span>(<span class="dt">core=</span><span class="kw">list</span>(<span class="dt">fg_params=</span><span class="kw">list</span>(<span class="dt">hjust=</span><span class="dv">1</span>, <span class="dt">x=</span><span class="fl">0.9</span>)),
|
||
<span class="dt">rowhead=</span><span class="kw">list</span>(<span class="dt">fg_params=</span><span class="kw">list</span>(<span class="dt">hjust=</span><span class="dv">1</span>, <span class="dt">x=</span><span class="fl">0.95</span>)))
|
||
tt3 <-<span class="st"> </span><span class="kw">ttheme_default</span>(<span class="dt">core=</span><span class="kw">list</span>(<span class="dt">fg_params=</span><span class="kw">list</span>(<span class="dt">hjust=</span><span class="dv">0</span>, <span class="dt">x=</span><span class="fl">0.1</span>)),
|
||
<span class="dt">rowhead=</span><span class="kw">list</span>(<span class="dt">fg_params=</span><span class="kw">list</span>(<span class="dt">hjust=</span><span class="dv">0</span>, <span class="dt">x=</span><span class="dv">0</span>)))
|
||
<span class="kw">grid.arrange</span>(
|
||
<span class="kw">tableGrob</span>(mtcars[<span class="dv">1</span><span class="op">:</span><span class="dv">4</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">2</span>], <span class="dt">theme=</span>tt1),
|
||
<span class="kw">tableGrob</span>(mtcars[<span class="dv">1</span><span class="op">:</span><span class="dv">4</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">2</span>], <span class="dt">theme=</span>tt2),
|
||
<span class="kw">tableGrob</span>(mtcars[<span class="dv">1</span><span class="op">:</span><span class="dv">4</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">2</span>], <span class="dt">theme=</span>tt3),
|
||
<span class="dt">nrow=</span><span class="dv">1</span>)</code></pre></div>
|
||
<p><img 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" 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<div id="further-gtable-processing-and-integration" class="section level2">
|
||
<h2>Further gtable processing and integration</h2>
|
||
<p>Being based on <code>gtable</code>, the table can be further processed. In particular, we may edit the cell sizes to align with other content on the page.</p>
|
||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">g <-<span class="st"> </span>g2 <-<span class="st"> </span><span class="kw">tableGrob</span>(iris[<span class="dv">1</span><span class="op">:</span><span class="dv">4</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">3</span>], <span class="dt">cols =</span> <span class="ot">NULL</span>, <span class="dt">rows=</span><span class="ot">NULL</span>)
|
||
g2<span class="op">$</span>widths <-<span class="st"> </span><span class="kw">unit</span>(<span class="kw">rep</span>(<span class="dv">1</span><span class="op">/</span><span class="kw">ncol</span>(g2), <span class="kw">ncol</span>(g2)), <span class="st">"npc"</span>)
|
||
<span class="kw">grid.arrange</span>(<span class="kw">rectGrob</span>(), <span class="kw">rectGrob</span>(), <span class="dt">nrow=</span><span class="dv">1</span>)
|
||
<span class="kw">grid.arrange</span>(g, g2, <span class="dt">nrow=</span><span class="dv">1</span>, <span class="dt">newpage =</span> <span class="ot">FALSE</span>)</code></pre></div>
|
||
<p><img 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EY8NAB4o5xIJQK+FNCnoLdu3WpeFSpUkBNOOCFiPjdu3Ghvr1Klir3s94UjR46ITvi1YcMG0eUmTZpEzPIpp5xib9+/f7+97GSBMnGixD4IIIAAAggkRmD37t3mOknH6K1Vq1bEk27atMnefvbZZ9vLLCCAgPcEuP73XpmRYgQQQCCVBWgASOXSIW0I+Fzg73//u5kAWLPZvXt3M3ZtpCyvWLHC3ly1alV72e8LmZmZcvHFF4sOJ6Pjfq5Zs8aMO59bvpcvX25vsiYEtFfksUCZ5AH0/5uvuuoqOfHEE/PcWZ/01/kqNOhEjtYxp512Wp7HsgMCCCCAQLAFdOg4Hf8/OztbdJ6Z9evXm/fcVIJ6nZSbB+sR8LIA1/9eLj3SjoA3BLin9UY5uZVKGgDckiQeBBDIt8CVV15pNwB89NFHphEgLS0tbDyff/65LF682GzTp/+D1AOgaNGicskll8inn35qxpCfM2eONGvWLKyTrpwyZYq9rXbt2vaykwXKxImSyHXXXWdeee29bt06uwGgQ4cOEqSGq7xs2I4AAgggEFmgZMmSUq9ePVmwYIEcPHhQ9Pe/RYsWuR40YsQIe1vz5s3tZRYQQMB7Alz/e6/MSDECXhPgntZrJRZbepkEODY/jkYAgRgEGjRoIGXLljUxfPfddzJq1KiwsW3ZskW6du1qb+vbt68ULFjQ/lsXdHggbSDQlw6X47dw44032lnq1q2b6JAA4cLLL78ss2fPNpsqVaokN91003G7RbJys0yOO7HHVuhwSNZnSt8PHTrksRyQXAQQQAABrwvozbkVevToITt37rT+zPE+duxYmTdvnlmnvf9uueWWHNv1j0i//8ftzAoEEEi6ANf/SS8CEoCALwT4/fdFMcacCRoAYiYkAgQQiFZAu7OPGTPGPrx3796ilds//PCDHD16VLTif+rUqWay1FWrVpn9rr766rBPvw0fPtyMja/j4w8dOtSO0y8LOnyMNYms/oBfc8015klAHeNfK6qXLVsmHTt2lC5dupgsa0+K0aNHmyGDjjWIZOVmmRx7Xq/9rRMo6ufJeunnkYAAAggggEAiBfS3XYcB1PDTTz+Z3ySdtG/v3r3m93/p0qXm918bBzRkZGTIoEGDJFyPyki//+Zg/kEAgZQS4Po/pYqDxCDgWQF+/z1bdK4mnCGAXOUkMgQQyK+AVmT36dNH+vfvbya4HTdunOhLb2B17MvQcN9998mAAQNCVwVmWW/k9em+li1bmsp+HVe+devW5gY/PT09x9PpOmSA3vw3atQoKh/KJCo2DkIAAQQQQMB1Af2N1959N9xwg+iwcjoPwG233WbOU6hQoRy//xUrVpQJEyZInTp1XE8HESKAQOIFuP5PvDlnRAABBPwqQA8Av5Ys+ULAQwKdO3c249uHVlhblf861E+tWrXM8ECDBw+OOPmth7IcVVJ1Atm5c+fKwIEDpVSpUiYO7SlhDU2jlQRaQTB//nxp27ZtVOewDqJMLAneEUAAAQQQSK5AhQoV5KuvvpKnnnrK/v3XFFm//3p9oA8IfPLJJ1T+J7eoODsCrgtw/e86KREigAACgRTQ2TZ/rz86GsjMk2kEEIheQP/f0KdSdAiarKys6CM65kgd237NmjXmCbfKlSuLjmOrk2B5NejT+GqllfOatyNHjriSFY1nw4YNZoJZnRiwevXqZmJkfRrQ7ZCIMilQoICp1MjOzjbJ37Nnj9vZ8E18hQsXlmLFipnPVbghHnyTUTKCAAJxEdD/N/R3SX879EXwloD+/utQgKtXrzbld/7558tpp53mrUyQ2qQI6DCP+tLA9z8pRRDzSf12/R8zCBE4FuD775iKHRHwnYD1/acBwHdFS4YQSIxAvBoAEpP6xJ0lXg0AictBYs5EA4BzZxoAnFuxJwIIHC9AA8DxJqxBIAgCVgWA5pUGgCCUOHlE4A8Bvv9/WLCEQNAErO8/QwAFreTJLwIIIIAAAggggAACCCCAAAIIIIAAAggggEAgBGgACEQxk0kEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBoAnQABC0Eie/CCCAAAIIIIAAAggggAACCCCAAAIIIIAAAoEQoAEgEMVMJhFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQSCJkADQNBKnPwigAACCCCAAAIIIIAAAggggAACCCCAAAIIBEKABoBAFDOZRAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEAiaAA0AQStx8osAAggggAACCCCAAAIIIIAAAggggAACCCAQCAEaAAJRzGQSAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAIGgCNAAErcTJLwIIIIAAAggggAACCCCAAAIIIIAAAggggEAgBGgACEQxk0kEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBoAnQABC0Eie/CCCAAAIIIIAAAggggAACCCCAAAIIIIAAAoEQSA9ELskkAgjETaBw4cKSns5/JbkBFyhQQLKzs83mokWLytGjR3PbNdDr09LS7PyrWbFixey/WcgpoD4EBBBAIFaBQoUKCf+fxKrI8Qh4R6BgwYJ2Yvn+2xQsIBAIAb7/gShmMolAWAHr+681Lr/XR1EhFVaJlQggEFHAqtiOuBMb5ciRI1SyOPwcYOUQ6vfdrB9y50ewJwIIICCiDa579uwRbZQmIIAAAggggAACCCCAgL8FDhw4IDQA+LuMyR0CcRPQhsPQp7bjdiIfRJyZmSkZGRk+yEn8s5CVlSXaq4SQtwDfwbyN2AMBBI4X0N9uHv453oU1CCCAAAIIIIAAAgj4VYBxO/xasuQLgQQJ7N27V7Q1kRBe4IQTTrA3bN++3R4OyF7JghHQp9ktK+1ZolaE8AL61G6JEiXCb2QtAggg4FBg3759sn//fod7sxsCCHhdQIdXLF68uMkG33+vlybpRyB/Anz/8+fF3gj4ScD6/tMA4KdSJS8IJEFAn27XmwhCeIEyZcrYG7Si5fDhw/bfLPwhoPNIWA0AOgwQn6k/bI5d0jG7aQA4VoW/EUAgvwKHDh3i/9r8orE/Ah4W0HH/rcD335LgHYFgCPD9D0Y5k0sEwglY339mEgynwzoEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBDwuQAOAxwuQ5COAAAIIIIAAAggggAACCCCAAAIIIIAAAgggEE6ABoBwKqxDAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQMDjAjQAeLwAST4CCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAuEEaAAIp8I6BBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQ8LkADgMcLkOQjgAACCCCAAAIIIIAAAggggAACCCCAAAIIIBBOgAaAcCqsQwABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEDA4wI0AHi8AEk+AggggAACCCCAAAIIIIAAAggggAACCCCAAALhBGgACKfCOgQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEPC5AA4DHC5DkI4AAAggggAACCCCAAAIIIIAAAggggAACCCAQToAGgHAqrEMAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAwOMCNAB4vABJPgIIIIAAAggggAACCCCAAAIIIIAAAggggAAC4QRoAAinwjoEEEgZgQkTJkj9+vXNa8OGDa6ka/v27TJ06FD529/+JhdddJFccMEFcuONN8qgQYPkl19+ceUcqRjJxx9/LPfdd580bdpUqlWrJpdcconccccdMnXqVMnOzk7FJLuepoULF8pZZ50lderUcT3ucBHG4/Mb7jysQwABBBAIpsCePXvkuuuuM9dJTzzxhGsIes3QrVs3adGihdSoUUMaN24sd911l+j6o0ePunYeIkIAgfgKcP0fX19iRyBZAnoff+aZZ8prr70W9yRwTxt34oScID0hZ+EkCCCAQBQCq1evlv79+0tWVpY52o1K6tmzZ0vPnj1l69atOVK0dOlS0dcrr7xibnjvvffeHNu9/MeWLVvkoYcekgULFuTIhjZ26Ouzzz6Tf/3rX/LCCy9IkSJFcuzjpz927dplyjZRFRfx+Pz6qTzICwIIIIBA7AJ9+/aV5cuXm4h2794dc4QaR58+feT999/PEdfGjRtFX5988olpEBg3bpxUqFAhxz78gQACqSPA9X/qlAUpQcBtAa2Q13v4RATuaROhnJhz0ACQGGfOggAC+RTQSv+HH37YrvzP5+Fhd582bZp06tTJ3la9enXzNPxpp50mK1asMDe72jtg4MCBsm3bNunRo4e9r1cXDh06JB06dBB98l1D+fLl5c9//rOcccYZ8vPPP4uaaMXBnDlzpF27djJ+/HgpXbq0V7Oba7r1Ccm//vWvsn79+lz3cXNDPD6/bqaPuBBAAAEEvC/w4Ycfml58buVErxn0GmHlypUmykKFCskNN9xges3t27dP5s2bJ59//rm5bmjVqpVMmjTJPH3o1vmJBwEE3BHg+t8dR2JBIBUFtIH+ySefTEjSuKdNCHPCTkIDQMKoORECCORHYNiwYfYTbfk5Lrd99envfv362Zt1+J/HH39c9ObWCu3bt5f7779f/vvf/8rYsWPliiuukAYNGlibPfk+YsQIu/Jfh/x56aWXpHjx4nZetKdD9+7dTQWCNhIMHjzYNIDYO/hgYdGiRfLYY4/J2rVrE5Ybtz+/CUs4J0IAAQQQ8ISANuK7OeSPZvrFF1+0K//16f5Ro0aZYRItEL1Omjx5sjnvr7/+anpU6t8EBBBILQGu/1OrPEgNAm4IHDx4UIYPHy7aAy9RPdq5p3Wj5FInDuYASJ2yICUIIPD/AvPnzzcV1fpnaGV1LEDPPfecPexPo0aNTKt5aOW/xn3qqafK888/L4ULFzanSlTLeiz5inSsXhhMmTLF7KJD+zzzzDPHeaanp5uGkZIlS5r9dD6AzMzMSNF6Ztv+/ftN3lq3bp3Qyv94fH49g05CEUAAAQTiLqC/7127dhUdrset66TffvvNXANZidfrJp0j6djQpk0b+ctf/mJW69CC06dPP3YX/kYAgSQKBP36P4n0nBqBuAno723z5s1NQ/2RI0fidp7QiLmnDdXwxzINAP4oR3KBgG8E9Gb20UcfNa3aOuHclVde6UreQse/17FtcwuVKlUy3d91+6pVqxJacZxbmqJdrz0ZrEmNL730UilXrlzYqLTyoGbNmmabVv7/9NNPYffz0srFixdLs2bNzJwOeiOUlpYmHTt2lJNOOimu2YjX5zeuiSZyBBBAAAFPCehwfV9++aX5bevVq5craV+yZIn9AIBOKlyvXr1c433kkUfsbTqHEAEBBFJHIMjX/6lTCqQEAXcE9D62d+/eoo3vGzZsMJGeddZZohMAxzNwTxtP3eTFTQNA8uw5MwIIhBHQ7uzarV3HoR8yZEiYPfK/SlvJreFfNN6qVatGjMSqDNedvvjii4j7pvLGOnXqyNdffy2vv/66hN6sh0vz3r17zeoCBQrIiSeeGG4XT63797//bTdknHLKKTJx4kQzAbD2eNCgDQLxCPH4/MYjncSJAAIIIOBNAZ235+mnnzaJ1yF56tev70pG1qxZY8eTV5zamK6/rRq0IUIrKAgIIJAaAkG+/k+NEiAVCLgnoPUYb7zxhh2hztOj8//UqFHDXheP+1ruaW1eXy38rybEV1kiMwgg4FWB9957z/ygafr79+9vhuRxIy+bN2+2n2rTFvO8gvYCsIKOHx/vFnbrXPF4P/nkk0VfkcKWLVvsMX/r1q0rZcqUibS7Z7ZpPu655x4z+a81xFE8Ex+vz28800zcCCCAAALeEdBeetqgr5Py6c1/586dZePGja5kwHpQQiNzeq2kwwZt377dPJV45plnupIOIkEAgdgFgnz9H7seMSCQegKXXXaZdOrUKWLvPLdSzT2tW5KpFw8NAKlXJqQIgUAK6LAz1tA8LVu2lOuvv941h9AKbetJ90iRa4W4FXbs2GEt+vJ927Ztcuedd8rhw4dN/tTeD6FFixZmQme3xkbOyySen9+8zs12BBBAAIFgCAwePNgMT6hzFelEgNacRW7kvmzZsnY00Vwr0QBg87GAQMoL+PX6P+XhSSAC+RTQ3vk6R5/27ElE4J42EcrJOwcNAMmz58wIIPD/Atq1rUuXLrJnzx4pX768mbjVTZwSJUqY8e91PPz169eb3gAZGRm5niK0G7yOf+e3oPMhrFu3TpYuXSrvvvuuHDx4UAoWLCh9+/aVdu3a+SK71atXT1g+4v35TVhGOBECCCCAQMoKfP7552ZeG01gt27dpFq1aq6mtUqVKnZ8K1euFJ0HILeg1w2bNm2yN/vxWsnOHAsI+EQgCNf/PikqsoGALaDD+ySq8p97Wpvdtws0APi2aMkYAt4RGDt2rBmrXlM8dOhQKVWqlOuJ1xtlbQDQJ91feuklefDBB8OeQ29iJ0+ebG/btWuXveyXhYceekhCezlovnRIAb9U/ie6nBLx+U10njgfAggggEDqCOzcuVO6du1qEtSgQQO5++67XU9caIOCzpujvQNDe1CGnnDcuHGiFQVW8OO1kpU33hHwiwDX/34pSfKBQHwEuKeNj2sqxcokwKlUGqQFgQAKfPfdd/LMM8+YnOvN5qWXXhoXhY4dO9rxPv/88zJnzhz7b2th//790qNHDwkd9ic7O9va7It3HT9YK/91Ar/Q4XGGDRsmzZo1kxUrVvgin4nKRKI+v4nKD+dBAAEEEEg9gZ49e4qOt6/z2eiDEvGY8K927drSsGFDk3kdHuTRRx+VcE/266S/o0aNyoHkt2ulHJnjDwR8IMD1vw8KkSwgEEcB7mnjiJtCUdMAkEKFQVIQCJqAdiF/+OGHzVP52vW8e/fucSO46KKLpHXr1iZ+nTxPJ4fVXgD6lNusWbPkhRdeEB03fvr06aYRwpo0Nh69EeKWSQcRp6eny5IlS+Q///mPGQJo9uzZcvnll5sjV61aJX/+859pBHDgqLsk8vPrMEnshgACCCDgM4EpU6bIjBkzTK50qL6KFSvGLYd///vf7XkFPvnkE7n22mvl2WeflY8//ljeeust0wuhbdu2ohX+TZo0sdPht2slO2MsIOATAa7/fVKQZAOBOAhwTxsH1BSNkgaAFC0YkoVAEAQGDhxoxqLXi1K9wYw0Lr8bHjrJcPPmze2oPvroI+nVq5fcd999ok/Ab9iwQa666iozRJD2BtBgNQTYB3l8Qcf6t27U9QnCs88+W1599VW58cYbTc50HoYhQ4Z4PJeJSX6iP7+JyRVnQQABBBBIFYEff/xRtNJfg16/tGrVyizH6x+dyHfkyJH20D8///yzPPfcc9K+fXvzkMY777wjRYsWlfHjx8v5559vJ8Nv10p2xlhAwCcCXP/7pCDJBgJxEOCeNg6oKRolDQApWjAkCwG/C8ydO1cmTJhgsqlP41euXNl0Ndfu5qGvQ4cO2RR79+61t+lY/vkNeoOq3daffvpp0Uli9WLYCjokjvZGGD16tBkCyOrOHpSb2qeeekqKFCliOPSpPx1qgJC7QDI+v7mnhi0IIIAAAn4T0OuQzp07y759+0yFvPaSDL0+spb12sgKes1krdfjogn6IMTMmTNNr8gTTjghRxSNGzeWSZMmSaNGjeSnn36ytwXlWsnOMAsI+ESA63+fFCTZQCBKAe5po4Tz6GFMAuzRgiPZCHhdQIfdscKYMWNEX3mFm266yd5Fb0B1Irxogg4FpC8dD3Pt2rVSunRpKV++vBQo8L820U2bNtnR6tNwQQg60Z82ivz3v/812dXeEKecckoQsh5VHpP5+Y0qwRyEAAIIIOApge3bt8uiRYtMmnUS4CuuuCLP9GvFvb40XHzxxTJ58uQ8jwm3g/7+69CIGjZv3iw6yW+lSpVy9Iq0rpX02um0004LFw3rEEAgxQW4/k/xAiJ5CMRZgHvaOAOnWPQ0AKRYgZAcBBBInIAOOVSzZs3jTrh06VJ7Xb169exlry3oU4A//PCD6BACOgfCySefHDEL2gvCCgcOHLAWeUcAAQQQQACBgApUqFBB9BUatKfBihUrzCp9eKBEiRKhm1lGAIEkCnD9n0R8To0AAgiksAANAClcOCQNAT8L6JNsx3YtD5dfnfhuzZo1ZtNtt91mH6NPouUn6KS3K1eulK1bt0rHjh3tSe7CxfHPf/7TXu3lBgAdo3fEiBEmL48//rjce++9dr7CLegkwFYI1zBibeNdzJOYifz8Yo4AAgggECyBYsWKyYMPPphnprWnwJtvvmn2q1Klipm4V//QoRXzE7TScPbs2bJlyxbTI/Dyyy/P9XB9YnDHjh1me/369XPdjw0IIJB4Aa7/E2/OGRHwqkCi62S86uSXdNMA4JeSJB8IeEzg6quvFn3lFXQoGqsB4K677jKT1uZ1TLjtOr6djv+v4cILL5TLLrss3G6yePFiWb16tdmmN79ly5YNu58XVmoerQaADz/8MGIDgOZbewpo0K7/efUW8EL+45nGRH9+45kX4kYAAQQQSD2B4sWLS5cuXfJMmA5laDUA6NP4To4JF6nOi9SjRw/Rp/vr1q0rkRoAQh+UaNmyZbjoWIcAAkkS4Po/SfCcFgEPCnBP68FCiyHJ/xvwOoYIOBQBBBBIBQEdi/bbb781r9CJ6ay0hd7I6kS/R44csTbZ7xqHTgRshWhvoq3jk/1eu3ZtOfXUU00y1OaVV14JmyQd27dr1672trx6Ctg7+nxBJ5q2PlP6Hjohtc+zTvYQQAABBHwoEOlaSRscrF6POvfAV199FVZA5wb47LPPzLamTZtKnTp1wu7HSgQQSI4A1//JceesCKSyQKTf/1RON2lzV4AGAHc9iQ0BBJIkoE/361No+rImrgtNit7U6oR4GvSm9qGHHpL169fL0aNHRX8Qp0yZIm3atJGNGzeafdq1ayfnnXeeWfbqP+np6aYHgDW58YABA0Rfml8N27ZtE+0ZcM0118i6devMuoYNG8rdd99tloP+jw5vYH2m9F29CAgggAACCHhVIK9rpQ4dOkhaWprJng4/9N5778n+/fslKytL5s+fL0888YQMGzbMbC9durT07NnTqxSkGwHfCnD979uiJWMIRC2Q1+9/1BFzoKcEGALIU8VFYhFAIFoBrQTX4XBatGhh5gH417/+JfoqXLiwubENjbd169bSr1+/0FWeXdbJf/v27Wvyo0+0jxs3zrzC5Vsr/4cPH27f/Hs20yQcAQQQQAABBPItoEOHdOrUSZ577jnRuQU6d+5s4ihUqFCOXnClSpWSiRMnRj0sY74TxgEIIJAvAa7/88XFzggggEAgBOgBEIhiJpMIIKACOrb9zJkzpW3btmI9Fa9PtVmhWrVqMnLkSBkyZIivKsFvv/12mT59umgFvxVC863DBOkTfW+88QZj/1tAvCOAAAIIIBBAgUceeUReeuklOeOMM+zcW0Pg6cMDek0xY8YMqVWrlr2dBQQQSD0Brv9Tr0xIEQIIIJBMAe3j+fsIGEeTmQbOjQACHhTQ/ze0m7gOi7Jnzx7P5UDTrMPe6MS32o39zDPPlEqVKrle8V+xYkUz30BGRobo3AT6FH4yw+7du82kyj/88IOUK1dOqlatKieddFIyk2TOrd2V1V8bJvRzZQ1TlPSEpWACSpYsKSeeeKIZvsoaqiEFk0mSEEAgRQX0/w39Dd+5c6d5pWgySVaSBXSuJP0t1mslvXY44/cGAb1WKlGiRJJTxumjFShTpozoSwPf/2gVvXlcql7/e1PTm6nm++/NciPVCLghYH3/GQLIDU3iQAABzwloJeoFF1xgXp5LfAwJ1m77devWNa8YouFQBBBAAAEEEPCxgPaUrFy5snn5OJtkDYFACHD9H4hiJpMIIIBARAGGAIrIw0YEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBLwpQAOAN8uNVCOAAAIIIIAAAggggAACCCCAAAIIIIAAAgggEFGABoCIPGxEAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQMCbAjQAeLPcSDUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAhEFaACIyMNGBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQS8KUADgDfLjVQjgAACCCCAAAIIIIAAAggggAACCCCAAAIIIBBRgAaAiDxsRAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEDAmwI0AHiz3Eg1AggggAACCCCAAAIIIIAAAggggAACCCCAAAIRBWgAiMjDRgQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEvClAA4A3y41UI4AAAggggAACCCCAAAIIIIAAAggggAACCCAQUYAGgIg8bEQAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAwJsC6d5MNqlGAIFUEShatKgULFgwVZKTcukoUKCAHDlyxKSrVKlS9nLKJTTJCVInK+hymTJlrD95P0agcOHCx6zhTwQQQCD/AkWKFOH/2vyzcQQCnhXQ77wV+P5bErwjEAwBvv/BKGdyiUA4Aev7n/b7xqO/h3D7sA4BBBDIVUD/30hL0/9CCHkJZGZmSkZGRl67sf13gaysLKGC29lHge+gMyf2QgCBnAL62821f04T/kIAAQQQQAABBBBAwM8Cfzxy6edckjcEEEAgiQL0kHCOj5VzK/ZEAAEEEEAAAQQQQAABBBBAAAEE8hJgCKC8hNiOAAIRBQ4dOiTZ2dkR9wnyxtCn2bUnAE9dhv806BOpVi8JHTJJewIQwgtoI0mhQoXCb2QtAggg4FDg8OHDoi8CAggEQyA9PV30pYHvfzDKnFwiYAnw/bckeEcgeALW958GgOCVPTlGwFUBbQCgsjZ30tCKWm0AsOYDyP2IYG7Rcf+tBgBtJDl48GAwIRzkWhuVQj9XDg5hFwQQQOA4Aa0A5P/a41hYgYBvBXQM4NAGAL7/vi1qMobAcQJ8/48jYQUCgRGwvv8MARSYIiejCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAkESoAEgSKVNXhFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQCI0ADQGCKmowigAACCCCAAAIIIIAAAggggAACCCCAAAIIBEmABoAglTZ5RQABBBBAAAEEEEAAAQQQQAABBBBAAAEEEAiMAA0AgSlqMooAAggggAACCCCAAAIIIIAAAggggAACCCAQJAEaAIJU2uQVAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAIDACNAAEpqjJKAIIIIAAAggggAACCCCAAAIIIIAAAggggECQBGgACFJpk1cEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBwAjQABCYoiajCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAkESoAEgSKVNXhFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQCI0ADQGCKmowigAACCCCAAAIIIIAAAggggAACCCCAAAIIBEmABoAglTZ5RQABBBBAAAEEEEAAAQQQQAABBBBAAAEEEAiMAA0AgSlqMooAAggggAACCCCAAAIIIIAAAggggAACCCAQJIH0IGWWvCKAgPcExo0bJ0OGDDEJnzFjhpx11llRZeKRRx6R7OzsfB9brlw5eeKJJ/J9XDwP2LJlizz77LOyaNEiWbVqlWRlZUmlSpWkadOmcscdd0jVqlVdO/3MmTNlypQpsnbtWvMqXLiwif+cc86Ru+++W8477zzXzpWIiBYsWCDNmzeXMmXKyLp161w95UcffSRvvvmmrF69Wn788Uc58cQTpXr16nLLLbeYV8GCBV09H5EhgAACCCCwe/duadGihfz666/mffjw4VGh6O/9hx9+GNWxd955p9StWzeqYzkIAQScCXD978yJvRAIikDr1q1lzpw5MnjwYLnvvvtcyzb3tK5RplxEab+n6OjvIeUSRoIQQCC1BfT/jbS0NNm/f7+pgI5HalesWCFXXHGFZGZmmui18lYrnqMJJ510UlQNAFqZ/vXXX0dzSnNMyZIl9T9ZSU9PF71JP3LkSNRx6YGvvfaa9O7dW/bs2RM2nmLFisnrr79uGgPC7uBw5YYNG0QbTT799NNcjyhQoIDce++9Jj3FixfPdT8nGzSuUqVK2WWUW/6cxJXbPjt37pSrrrrKNGSULVvWtQaA3377Te666y6ZN29ebqeWa6+9Vl5++WUpWrRorvs43aCNMFrO1nfQ6XHshwACCKiA/nbr/x8HDx40L1S8LdChQweZPHmyycTNN99sfmuiydHQoUNlwIAB0Rwq48ePl1atWkV1LAclTqBIkSKiLw18/xPn7saZ/Hr974YNcTgT4PvvzMkre+lDkt26dTPJdasBINH3tF6x9kM6re8/PQD8UJrkAQEfCuhT7Vq5bFX+JyuLWlGcKkGfztNKeSvojX7Dhg0lIyPD9AaYMGGCaZBp06aNjBo1yjx1bu2bn3e9KWzbtq18//335jBtPNGn2PVpdm3wWbJkibz99tumsn7s2LGya9cuGT16dH5OkfB9tfFFKye0J4Ob4dChQ/LXv/5VtHFKQ8WKFaVdu3amp8rmzZvlnXfeke+++06094qWl1bSaO8DAgIIIIAAArEKvPvuu3blf6xxxXJ8Kl0rxZIPjkUgFQW4/k/FUiFNCCRPQO/DH3vsMVcTwD2tq5wpGxk9AFK2aEgYAqktYD19HK8eAH369JHnn38+B0IsPQC0RdtJ0GFhtKJWK8H16f3Zs2dH3etAz+dWD4AdO3ZI7dq1TS8CfXpTh5rRp8pDw7fffmvWHThwQHS4mcWLF0vlypVDd3G0rE8T6FMFGpo0aWKWj725X7p0qfzpT38S7Y6s4dVXX5WWLVua5Wj+iWcPAO3B8dBDD5nhkqy0udUDQJ+W1KcmNVx22WWmXEqUKGGdRg4fPmzObT2dqUM06fBNsQR6AMSix7EIIEAPAH98BjZt2mQeAtBGeCvE0gNg3759oi8n4fHHHzcN3LqvNoI/99xzTg5jnyQLWE8AajLoAZDkwnB4er9f/ztkYDcXBPj+u4CY5Cj0Hn/QoEEycuTIHKMKuNEDIBn3tEnmDNTpre8/kwAHqtjJLALeEPjiiy/khRdeMIkNrUyNJfWnnHKK5PXSIWi08ltvijSMGTMmpsr/WNJ77LHTpk0zlf+6vn379sdV/uv6888/Xzp37qyL5un8SZMmmeX8/KMV1tq4oKF06dLmyf5jK/91m479H1qRrb0PUi1oRUbPnj2Nlc6V4HbQRjDLSof20c/LsZ9XHfrp6aefNsMb6fn/+c9/Jr1Xi9sOxIcAAgggkFgB/f3p2LGj6YEAtMpAAAA0d0lEQVR37O9OtCnRofzyuk7S7XqNpr3bNNSvX9/8xkV7To5DAIHIAlz/R/ZhKwJBEdChZhs1amQekIx1SOFjzbinPVbEv3/TAODfsiVnCHhSQJ9ku//++834xPr0+dVXX23nQ59ajGfo3r27Ga5Fz6FPjF933XXxPF2+4v7ggw/s/W+99VZ7+diFSy65xF61cuVKe9npgvYa0F4dGjT/erOfW9AeCDoWvQYdFiiVwjfffCOXXnqpqZS3eqs8+uijEfOT3/QvXLhQdJgfDY0bN5YKFSqEjUIrZ6zJkrVxSScIJiCAAAIIIBCtgA7z99lnn5n5HELH7Y/3dZJOct+pUyeTbH1oQscl115pBAQQiI8A1//xcSVWBLwioPexXbt2leuvv96ev07nKHRz0l/uab3yaYg9ncwBELshMSCAgIsCWkmr3dp1nHTtBdCrVy8XY889Kr2R1slzNeiwOT169Mh95yRs0SfN9Sn25cuXywUXXJBrCkInzz311FNz3S+3DXq8Trz8yy+/mCGHcttP1+uwPTo/gFZob9261TzZrvMRpELQ8VKtivZy5crJiy++aIbosYbicaOSpF69eqKNLMuWLZNwvSRCHaxyscxCt7GMAAIIIICAUwGdV6Zfv35m94cfflhCG/6dxhHtfjoPkTVMUO/evaV8+fLRRsVxCCDgQIDrfwdI7IKAjwX0af/x48fbOdS55nTIH6snnm6I9b6We1qb1/cLNAD4vojJIALeEXjrrbdk6tSpJsHPPPNMwm4sddIbHfrHCjpki/Vku7Uu2e/6hN25555rXpHSMnfuXHtzs2bN7GWnC9rrQl9OgvbWsCrZ9UmEVKn8t9KulfIPPPCAmUxan1SMR7CGS4gUt84/YU2ofNFFF+XZWBApLrYhgAACCARXIDMz0zz1l5WVZa4HdJi7H374ISEgeo325ZdfmnNdeOGFctdddyXkvJwEgSALcP0f5NIn7wj8IXDllVeaiX8bNGjwx0oXl7indREzhaOiASCFC4ekIRAkAa1Itirhb7nlFjMRb6Lyr2O3W2PEa/e6aCrOE5XWSOfRcfj1SXcN+lSeDoETz6Bd/62glQGpFG666SbRJyPdGhs52rxpzwj9POvcChpat24dbVQchwACCCAQcIG+ffuanoBaKTh27NiEDb+jvdj69Olj9LUn2/Dhw00vwIAXB9lHICUEuP5PiWIgEQjERUB/c2fNmiX6lH4yA/e0ydR379w0ALhnSUwIIBClgHZt69Chg5nktmLFigmdUG737t0ydOhQk3LtPqdd2r0Sfv31V5k/f74ZD/Ddd9+VpUuXmqTXqVNHJk6cKIUKFYpbVnSIoGHDhpn41e2OO+6I27miibhWrVrRHObKMTpJ05o1a0TnU9AnJg8cOCAFCxY03TXvvvtuV85BJAgggAACwRL45JNPzLw2mmutjK9Zs2bCAEaOHCl6zaHh5ptvtue1SVgCOBECCNgCXP/bFCwg4HsBvc9OVuU/97T++3jRAOC/MiVHCHhOYMSIEXa3cp3YrnTp0gnLw6uvvmoaHvSELVu2lHPOOSdh5471RNOnT5fOnTvniEYbUHS8UB33Pl5Bh/7Rp9q18USDTtocr+6I8cpDPOPVSn6rosQ6j84pQeW/pcE7AggggEB+BHbs2CEdO3Y0hzRq1Mhezk8c0e67f/9+eemll+zDu3TpYi+zgAACiRfg+j/x5pwRgSAKcE/rv1Iv4L8skSMEEPCSwJIlS2TAgAEmyVqR3Lhx44QlX8fQHT16tH0+r93U6rBJOgxAhQoV7DzoBMraA+Cpp56So0eP2uvdWtCn2du2bSs6CaGGs88+21O9JtxyyC2egwcPmsp/HUcxdPgh/YzrkEw6YTABAQQQQACB/AjokHba807ns9EHJWKd8C8/537jjTdk+/bt5hAdJrFGjRr5OZx9EUDAZQGu/10GJToEEDhOgHva40h8sYIGAF8UI5lAwJsCWpl87733mvHRq1WrJk8++WRCM/L222+bG2o96bXXXpvnBLsJTZyDk2mFwObNm02l8saNG0V7UmjlgP5gP/vss9KpUycHsTjfZdu2baaXhHYH1FCpUiV55513pGjRos4j8fmeOuzShg0bZOXKlWaC5AULFshVV11lcr18+XK57rrraATw+WeA7CGAAAJuCmivvmnTppkoBw8eLJUrV3Yz+ohx6RCNOvyPFbp27Wot8o4AAkkS4Po/SfCcFoEACXBP68/CpgHAn+VKrhDwhICOYbt69WpJT083k9cWKVIkoemePHmyfb527drZy15Z0KGSdGx5Dfq0+e233y7aLdga+1+f2lu0aJEr2Vm3bp1cffXV8p///MfEd9ppp8mHH34op59+uivx+yUSLQ9rCCt9QlOHlNKGJmvyXx02qV+/fn7JLvlAAAEEEIijgDYod+/e3ZzhxhtvlDZt2sTxbMdH/dVXX5nGbN1y7rnnygUXXHD8TqxBAIGECnD9n1BuToZAIAW4p/VnsdMA4M9yJVcIpLyAzmY/btw4k84HH3zQVCTr2PLHvnSYHivs2bPH3n748GFrdVTvOpP9l19+aY7Vp+atp7SjiiyFDtJJAR944AE7RRMmTLCXo13QSv9rrrlG1q9fb6LQCgAtPyr/nYsOGTLE7inx8ccf2z1PnMfAnggggAACQRLIzs6W9u3by969e6Vs2bLSt29f+xoo9FpJr42soNdM1jY9LtbwwQcf2FFYDdn2ChYQQCBlBLj+T5miICEI+FqAe1pvFy8NAN4uP1KPgGcF9El1K+hwNWeccUbYlz5lboWmTZva+8yfP99aHdW7xqtd2zXoU3UZGRlRxZOKBzVs2NBO1tq1a+3laBbUSX10+B8N2gvgo48+Eh3jnuBcQCtv9ObMCtqjgoAAAggggEBuAvq7+/XXX5vNOglw3bp17Wug0GsmvTaygv5mW9ti7S2g8whZQw9p/K1atbJOwzsCCKSgANf/KVgoJAkBnwlwT+vtAk33dvJJPQIIIBCdgFZiW+FPf/qTtZiS79pQoRN+6VAAutykSZOI6QytnN+/f3/EfSNtfOWVV0QnRrYmE77rrrtEW/2tYYciHRuEbfqUpfaK0HLRCX5D3cPlP3R7LOUSLm7WIYAAAggg4KaADiH4888/mygvvvjihM494GY+iAsBrwpw/e/VkiPdCHhLgHtab5VXLKmlASAWPY5FAIGoBXTInRNPPDHP4/XpM51QVcOdd95pH6Nj0EcbtELbeqpO47jwwgujjSohx2VmZorefGvXfh33c82aNWbehNxOrpPNWuG8886zFvP1rpMOPvroo/Yx/fv3zzG0kL0hwAujRo0yDSJK8Pe//110KKtIwY1yiRQ/2xBAAAEE/CNQrFgxcTLprvYU0AZ7DdWqVZMbbrjBLMc6TJ9OYm+FVL9OstLJOwJ+EuD630+lSV4QSF0B7mlTt2zcThkNAG6LEh8CCDgSuO6660RfeQUdKsVqAOjQoYNUrVo1r0Py3L5q1SrRyVg1VKpUSUqWLJnnMcncoWjRonLJJZfIp59+asb2nTNnjjRr1izXJE2ZMsXeVrt2bXvZ6cL3338vnTp1MrvrRLYjR46Uv/zlL04PD8x+V155pd0AMHXq1IgNAN98843pKaA45cqVk1NPPTUwTmQUAQQQQCD/AiVKlJAnnngizwNXr15tNwDUqlXL0TF5Rvr7Djr/jxVCh7Cz1vGOAALxFeD6P76+xI4AAv8T4J42OJ8E5gAITlmTUwR8LbBx40ZZvHixeelwOZGCVsZaoUaNGtZiSr/rOPxW6Natm92AYa2z3l9++WWZPXu2+VMbN2666SZrk/2el5U+caiTD2ro3r17YCv/daJp6zOl74cOHbINdaFevXpSvnx5s063jxkzJsd264+dO3dKx44drT8jNhTYO7GAAAIIIICAywJ5/f6Hns6L10qh6WcZAT8IcP3vh1IkDwgkXyDS7z/3tMkvn0SlgB4AiZLmPAggEFeB4cOH20/A3X777TJixIhcz2f1KNAdvNIAoMMf/etf/xJ9+l9/wK+55hoZMGCA6RlQuHBh00tCn9SfNGmSybc+uT969GgzZNCxEJGs9PivvvrKjmPhwoVy6623HhtF2L/1fCeccELYbV5cuX379hzzLSxbtkwqVKhgZyU9PV3GjRtnhlvQcVp79eolP/30k7Rv396Mlbx161b5/PPP5fHHH5dffvnFHHf55ZfnaAywI2MBAQQQQACBOAtE+v0PPbXOU6O/Z1bQoYUICCCQeAGu/xNvzhkR8KNApN9/7mn9WOLh80QDQHgX1iKAgI8FfvvtNzt3XmkA0Ar9sWPHSsuWLUUrorURo3Xr1qLr9Uc79Ol0HdJo0KBB0qhRIzufThe0B4EVdK6EWbNmWX/m+X7gwIE89/HbDjr57+DBg6Vnz56iPQa0EUZfGRkZomO3hgat/Ncy1DIjIIAAAgggkKoCoddJOpdA8eLFUzWppAsBXwtw/e/r4iVzCKSMAPe0KVMUcU0IQwDFlZfIEUAgFQWsp7E1bV4a11YnTZ47d64MHDhQSpUqZWi1kt6q/NeGAJ38b/78+dK2bduo6EN7R0QVQQAPuueee+SLL74QreC3Qmjlvw4TpL0j3nvvPcb+t4B4RwABBBBIWQGvXielLCgJQyAGAa7/Y8DjUAQQcCzAPa1jKs/uqI8h/l5/dNSzGSDhCCCQHAH9f0OfStFu4llZWclJhAfOqk/jq5VWzuvEwzpUjBtB49mwYYPpCXDw4EGpXr26VKlSRQoVKuRG9AmPo0CBAqZRw5p7YM+ePQlPgxsn3LVrlymT9evXm+GCtFxOPvlkN6K249Ahn4oVK2Y+V/QmsFlYQAABhwL6/4b+Lulvh74ICCAQDIEiRYqIvjTw/fdmmfvt+t+bpeDNVPP992a5JSvVibinTVbegnhe6/tPA0AQS588I+CCAA0AzhDj1QDg7Oze2csvDQCJEKcBIBHKnAMB/wrQAODfsiVnCEQSsCoAdB8aACJJsQ0B/wnw/fdfmZIjBJwKWN9/hgByKsZ+CCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgh4SIAGAA8VFklFAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQMCpAA0ATqXYDwEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABDwnQAOChwiKpCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgg4FaABwKkU+yGAAAIIIIAAAggggAACCCCAAAIIIIAAAggg4CEBGgA8VFgkFQEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABpwI0ADiVYj8EEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBDwkQAOAhwqLpCKAAAIIIIAAAggggAACCCCAAAIIIIAAAggg4FSABgCnUuyHAAIIIIAAAggggAACCCCAAAIIIIAAAggggICHBGgA8FBhkVQEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBJwKpDvdkf0QQACBcALp6ely9OjRcJtY97tAWlqa7VOoUCE5cuQILmEEChT4oz1azdSKEF5Av3MEBBBAIFYB/X+X/2tjVeR4BLwjEHqtxfffO+VGShFwQ4DvvxuKxIGANwWs73/a78n/ve6OyjtvFiOpRiB5Avr/hlbUEvIWOHz4sFBpm7eT7pGdnS0FCxZ0tnPA9+I7GPAPANlHIEqB0IbpKKPgMAQQQAABBBBAAAEEEPCQAI8ReqiwSCoCqSSgFQhasU3IW0ArtQnOBLSHBI3SzqxoVHLmxF4IIHC8wN69e6VIkSLHb2ANAggggAACCCCAAAII+Erg4MGDQg8AXxUpmUEgcQLW08eZmZly6NChxJ3YY2cqVqyY8cnIyJD9+/czBFAu5afd0tQqKyvL9JZQK0J4AR2yQz9P1ncw/F6sRQABBMILWD0A9P9bfREQQCAYAoULFxZ9aeD7H4wyJ5cIWAJ8/y0J3hEInoD1/acHQPDKnhwj4KqAPkW4Z88eV+P0U2QVK1a0s7N9+3Z6TdgaORf0aXZtANCgPSa2bt2acwf+sgVKlixpGgDsFSwggAACUQhoQ+vOnTujOJJDEEDAiwJlypSxGwD4/nuxBEkzAtEL8P2P3o4jEfC6gPX9/2PWRa/niPQjgAACCCCAAAIIIIAAAggggAACCCCAAAIIIICALUADgE3BAgIIIIAAAggggAACCCCAAAIIIIAAAggggAAC/hGgAcA/ZUlOEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBCwBWgAsClYQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEDAPwI0APinLMkJAggggAACCCCAAAIIIIAAAggggAACCCCAAAK2AA0ANgULCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgj4R4AGAP+UJTlBAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQMAWoAHApmABAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAH/CNAA4J+yJCcIIIAAAggggAACCCCAAAIIIIAAAggggAACCNgCNADYFCwggAACCCCAAAIIIIAAAggggAACCCCAAAIIIOAfARoA/FOW5AQBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAVuABgCbggUEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBPwjQAOAf8qSnCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggYAuk20ssIIAAAikoMGHCBBkxYoRJ2dtvvy1nnHGGK6lcunSpzJo1S7799lv57rvvTJxnn3221KtXT9q3by+lSpVy5TzxiGTr1q0yZswYWbJkiaxdu1aysrKkQoUKcvnll0ubNm1E8xGvsHDhQrnlllukdOnSsnjx4nidJm7xxiP9R44ckT59+sjRo0cdpbtFixZy6aWXOtqXnRBAAAEEEIgksGfPHrn11ltly5Ytcs0118iAAQMi7e54W2ZmpkyZMsVcJ+k104YNG6RixYrmGuP222+Xhg0bOo6LHRFAIHYBrv9jNyQGBPwkcMcdd8hnn30mffv2FV2ONXBPG6tg6h9PA0DqlxEpRCCwAqtXr5b+/fubCm5FyM7OdsXi1VdfNTfIhw8fzhHftm3b5Ouvv5bJkyfL008/LU2aNMmxPRX+mDRpkgwcOFD27t2bIzlqpa+JEyfK6NGjTWNAjh1c+GPXrl3SrVs3xxXdLpzS1Sjilf7169cbd6eJ1QYaGgCcarEfAggggEAkAb3xX758udll9+7dkXZ1vG3z5s3SoUMHU/kfetCaNWtEXzNnzpRmzZrJc889JxkZGaG7sIwAAnEQ4Po/DqhEiYCHBfQhSa38dzNwT+umZmrGRQNAapYLqUIg8AL6VPvDDz9sV/67AaJPaHfp0kXeffddE12hQoXME2xXXXWVqVDXG1p9qn379u3y0EMPyQcffBDXp+nzm6d///vf8vjjj9uHXX/99XLxxRdL4cKFTW+At956Sw4cOCD33HOPDB06VFq2bGnvG+uCPmH417/+VfTCwIshnulftmyZF0lIMwIIIICAxwU+/PBDmTp1qqu50Ougu+++W3bs2GHirVSpkqnsr169uujvnT4kcfDgQdMIoI0PgwYNcvX8RIYAAjkFuP7P6cFfCARd4P3335cnn3zSdQbuaV0nTbkIaQBIuSIhQQggoALDhg2zn2hzS0SHELIq/88880x58803pVy5cnb09957rwwePFhefPFF2b9/v/Ts2VO0Uj0Vws6dO+WRRx4xSUlLS5OXXnpJmjZtaiftz3/+s9x2223SunVrc2OuDR06nJF21481LFq0SB577DEz3FCscSXj+Hin//vvv7ezpb1Latasaf8dbqFEiRLhVrMOAQQQQAABxwI///yzPPHEE473d7KjDvvz6KOP2pX/PXr0MMMiWsfqNUa7du3M9cZvv/1mGgNuuOEGerVZQLwj4LIA1/8ugxIdAh4W0Mb34cOHy7hx4+LSI597Wg9/OBwmnUmAHUKxGwIIJE5g/vz5poJbz1i8eHFXTqw3tf/4xz9MXEWKFBHtNhda+a8bChQoYCq6tXFAwzfffCM6LFAqhBkzZog+xa7hb3/7W47Kfyt9tWrVko4dO5o/dbikd955x9oU1bs2gvTr1880KuhcA14LiUq/dbFUsGBBadCggZx88skRX0WLFvUaJelFAAEEEEghAe3R2LVrV9Ehf9y6TtLs6bWRjvWvQcf51zmRjg06jJ02DFjh448/thZ5RwABlwW4/ncZlOgQ8KjAggULpHnz5uZBRR2rPx6Be9p4qKZWnDQApFZ5kBoEAi+gN7P69Jne3DZu3FiuvPJKV0zmzp1rP9GmQ+Tk9mS8VuLqE2462XDt2rVTZsib6dOn2w4333yzvXzsQv369e1VOidAtEGHANDxfV955RVTFtrrQBsXTjrppGijTOhxiUy/dbF0zjnnMBZyQkuZkyGAAALBFBg/frx8+eWXor/NvXr1cg3BenCgZMmS0rlz51zj1esDHRqoRo0aZujBXHdkAwIIxCTA9X9MfByMgOcFtE6kd+/e0qZNG7uB/qyzznJl0t9jcbinPVbEf38zBJD/ypQcIeBpAe3Ort3aS5cuLUOGDDGTALuRoY8++siORiv4IwWt6LaepI+0XyK36ZA/+hT+qlWr5Nxzz8311KGTA59yyim57pfXBh1v9KeffjK7aTzPPvusXHLJJfZYw1rpkMohUen/9ddf7V4ikcolla1IGwIIIICAdwR0wt+nn37aJFif0A9t+I8lF+vWrZMVK1aYKHSIwbJly+YaXbFixeTzzz/PdTsbEEDAHQGu/91xJBYEvCqgT/u/8cYbdvJ12F+df0fnKrSCG/fl3NNamv5+pwHA3+VL7hDwlMB7770nOqGdhv79+8upp57qWvq/++47E1eFChXk9NNPdy3eREWkE/3qk3b6ihS++OILe3OTJk3s5WgWypQpYyYU1sl/9WlAr4VEpN96UkJtzj//fJto3759snXrVvOEpPYqISCAAAIIIBCrgA5nqPMBZWVlmesBfUp/48aNsUZrjreuk/SPSy+91JU4iQQBBGIT4Po/Nj+ORsAvApdddpl06tTJzPEXjzxxTxsP1dSLkwaA1CsTUoRAIAX0afM+ffqYvLds2VKuv/561xx0whxrTFtrglZtTV+4cKF8/fXX5qVPzp933nly4YUXSosWLcx8AK4lIEER/fOf/5TXXnvNnE0bTy666KKoz6wG999/v6tjC0edmCgOTFT6Qy+WdO6IF154wUyKuGnTJpNqvXGrXr266LBNd9xxhxmuIYrscAgCCCCAAAIyePBg0xNQf1t0IkB9dytYT/9rfNa10pYtW2TevHnmOunbb7+VypUrm2ul6667Ts74fahEAgIIJF+A6//klwEpQCBeAjpH4dSpU6VOnTrxOoWJl3vauPKmTOQ0AKRMUZAQBIIroJXxXbp0MZPcli9f3kw866aGVsbq+Hka9KnwQ4cOmXkGrN4G1rkWLVpkKtAnTZokw4YNE01LKge9Mf/Pf/4jP/zwg+k5Yf1w65PoL774ohQqVCjq5GultZdDotJvmauVNpiEDsGk6/QpTa000ZdO5DZ06FDTK0C3ERBAAAEEEHAqoEPu6Lw8Grp16ybVqlVzeqij/UJ7Eui1kl5f3H333ebazIpg2bJl5rdMG7v1oQ0dk5iAAAKJFeD6P7HenA2BZAro8D7xrvzX/HFPm8xSTty5aQBInDVnQgCBXATGjh1rni7TzVpBWqpUqVz2jG51aKVsRkaGGdbms88+Ex2apWrVquYpNu0hoJPmZmdny1dffWV6AcycOVNOPvnk6E6agKNmzZolOmdCaNBGCx0vNJbx/0PjYzmygFaGWEE/Zzopkw6dULduXTM3wJIlS+xhrRYsWGAqU6ZNm+bqU5vW+XlHAAEEEPCnwM6dO6Vr164mcw0aNDC/JW7nNPRaSR+I0EYGHXLohBNOsOceWrp0qezYscNM/NuzZ0/RByz0AQ4CAggkToDr/8RZcyYEgiLAPW0wSpoGgGCUM7lEIGUFdMzZZ555xqTvzjvvjMu4szoeuxUmT55sKvm1e7tObKsNAFZYuXKlGVtPJ9rVG9x+/frJ888/b21OuXcdNkm7/+vN+S+//GLSpxMoN27cWNTyscceY8iZOJaaVpZo7wsr6JOS2iBz7ERMt99+uzzwwANmTgD9bI0aNcqM4WwdxzsCCCCAAAKRBLSy/bfffjPz8eiDEsf+zkQ61um20GslnVtAz6GV+x06dDAPTGg8+pCEXhfpS3tvjh492jwwkahed07zwn4I+FmA638/ly55QyDxAtzTJt48WWcskKwTc14EEEBAx+Z/+OGH5fDhw1KlShXp3r17XFB0yB8r6M2rjo+v42WGVv7rdu1Or8P/WBPe6hBB+tR2qgYdcka762mPBW1I+cc//mHSrk/sjRkzRnr06JGqSfdFunSIpYkTJxp3rZDp1atX2EoZnYtBJ7W2wsiRIyW0osVazzsCCCCAAALHCkyZMsUMu6Pr+/btKxUrVjx2F1f+PvZaSa/JHnzwQbvyX0+iPSd1EuKOHTuac+o1lT4sQUAAgcQJcP2fOGvOhEAQBLinDUIp/y+PNAAEp6zJKQIpJzBw4EBZt26dpKenm6fxdXieeIRixYrliFYrxkuUKJFjnfWHPk1v3djqOp0kOFWDDpWkN+MaihcvLrfeequ8/fbb9tj/b731lugQNIT4COjnVYf7Ufc//elPEU/SrFkze1JFbfDS4aYICCCAAAIIRBL48ccfTaW/7tO8eXNp1apVpN1j2hZ6raTD2WlPwtyCXieVLVvWbF64cKHpGZDbvqxHAAF3Bbj+d9eT2BAIugD3tMH5BNAAEJyyJqcIpJTA3LlzZcKECSZN99xzj1SuXFl279593Cv0iTTtnmbto5WoToNWjocGfSI7UqhXr5692WsVtdqLQYeisYI2AhBSQ6BGjRp2QnS4KQICCCCAAAK5CejT9ToUj/YY00l59Yl86xoo9D107H69ZrK25benWei10oUXXmg/YBAufUWLFrUbtXWy+9Dh8MLtzzoEEIivANf/8fUldgQQ+EOAe9o/LLy2xBwAXisx0ouATwR0Aisr6HA1+sor3HTTTfYuOlSPToTnJOjEuFbQ3gahf1vrQ99PP/10+08v3tSqi+W5fv16Oy8sJFcgdNiG7du3JzcxnB0BBBBAIKUF9HdCJ+PVoJMAX3HFFWY50j8zZ84UfWm4+OKLRec9chpCr430oYy8gl4rzZs3z+ym10raa4CAAALJE+D6P3n2nBmBIAlwT+vd0qYBwLtlR8oRQMChgHZTP/nkk2XLli1mvgG9UT3jjDNyPVqfnrNC6dKlrcWkvetEezrhlw4FoMs6yW+kcNJJJ9mbDxw4YC+z4K6A9kLRCppt27ZJuXLl7OEQcjvLpk2b7E1UlNgULCCAAAIIpICAPkFshbVr11qLub6n2rVSrgllAwIeFeD636MFR7IR8JgA97QeK7AYkksDQAx4HIoAAtEL6JNsOt5+XmHGjBmyZs0as9ttt91mH1OpUqW8Ds2xvXbt2mL1OtAn6iI1AIQ+Ne/kKbgcJ4rDH9q9/uqrrxZ913E/dbxd7cmQW1i1apW9qWbNmvYyC+4K6MS/Y8eONZHqZNY6MWKkEDqc1Nlnnx1pV7YhgAACCARcQMfk10l48wraEP3mm2+a3apUqSLXXnutWc7v9YteJ1nB6nlg/R3uPdWulcKlkXUIeFmA638vlx5pR8A7AtzTeqesYk1p7jVIscbM8QgggEAEAa3Q1ldeYcOGDXYDwF133SXRVpzeeOONdgPAtGnT5Oabb5a0tLSwp9eJdK3gJI3WvvF6L1KkiNSvX990tdcn7j777DNp0qRJrqd7//337W3nnnuuvcyCuwKNGjWyGwA+/vhj0UaA3D5TX331lXz77bcmAfr0/5lnnuluYogNAQQQQMBXAjomf5cuXfLMkz6tbzUAVK9e3dEx4SLVBwb0Gkvj27hxoyxevFjq1KkTblf5/vvvzUs3XnDBBaaXZdgdWYkAAlELcP0fNR0HIoBAPgS4p80Hlsd3LeDx9JN8BBBAwAjo8CpawaovHS7n2KAV+dZ4dToB8ZAhQ47dxfw9Z84c0cpcDRUqVJDLLrvMLCf7n+bNm9tJ6NOnj+zZs8f+O3Rh4sSJ8umnn5pVmv4WLVqEbjbLeVkdd0BAV2h3SOszpe+hE1IriTbK6MSMGpYvXy7jx483y8f+s3XrVundu7e9WidyLFiwoP03CwgggAACCCRCIK/f/zvvvNNOxn333Rf2eiozM1OefPJJOXr0qNn31ltvtY9hAQEE3BXg+t9dT2JDIKgCkX7/uacNzqeCBoDglDU5RcDXAqNGjZKWLVua1wsvvHBcXjMyMmTgwIFSoMD//tvTSXJ79eol8+fPN/MCbN68WUaOHCl6w2uFQYMGpUxFrQ5/ZI39rz/grVq1MhX9Osa/VlSvWLFCunbtavKk6dcn0YcNG2aGDPq/9u5eJ4oGCgPwIAghwcrKxBAqr4AYLGm8AklMLLCwsbG0tqTShCsggcLGDm6C2NpaWNFprJTE+HHGzGaJ/Ix+u8ic80xiUBh35zzvLrs77+5MN0/39TKrbr3qXz9//jy6TcVtK471P77Eber169ejb8XtK8qZeOdk7BiJHf/xaZN48dYdTzkOffXw4cPR//EXAgQIECBwVQKXPf7Hc4379++3mxOPYZubm028seDo6KiJHf+Hh4ftJyjfv3/frrO6utooAK4qPddTUcDz/4qpm5nA5AUuevz3mnby3tf1Eh0C6LomY7sIEJi4QOxA39vba168eNHunI0XtfHn5s2bp97dHTvPoxzodrhPfEP+4gJjm968edM8efKk3dkf50V4+vRpu6M/zgcw/u70paWldkf02traX1yT//InAuvr683Lly+bOHZinKxtd3e3/TM/P9+es2H8smJHStyuLAQIECBA4DoKxHONnZ2d9lNr7969az5+/Ng+bsVjVzzXiDccdEscbmh7e3v0xoru+74SIDA5Ac//J2fpkggQOF/Aa9rzbTL9xCcAMqVpFgIELhV48OBBc3Bw0J5/II6vG8v4zvN4N1vsxI3zDVy3JU6aHO8oj8PJ3Lp1q928eKd5t/3x4jxO/hcnO97Y2Lhum592e54/f97s7+8344VLnLgtljjUT+wkiYLg1atXF568OS2QwQgQIEBgMAKLi4vtY9bW1lazsrIy2u5u5388/3j27FkTBcGdO3dGP/cXAgSmI+D5/3RcXSoBAqcFvKY97ZHxXzMnQ53sP/p1DMeMA5qJAIHpCMTvjXhXShwW5bzj0U/nmid3qTFDvLstjt8eL2jjxKzLy8uTu4KTS4rzDsQ7w+OjdXFugu4F9P+9krjMT58+tSdI/vbtW3Pv3r12++PTDENcory4e/du+675uF3FYY6GuMR9IW5TkU1kHydVjJO4TXKJ2+rt27fbwwyFlYUAAQJ/IhC/N+Lx78uXL+2fP/m/1q0n8PXr1+bDhw/tJyfjcTpK7SgJLMMTiPMWdecucv8fXn6xxdme/w8zhWFutfv/MHP7V1t9Fa9p/9VsFa+3u/8rACqmb2YCExDIUABMgOHSi5hWAXDpFQ9shSwFwFWwKwCuQtl1EMgroADIm63JCFwk0O0AiHUUABdJ+RmBfALu//kyNRGBvgLd/d8hgPqKWY8AAQIECBAgQIAAAQIECBAgQIAAAQIECAxIQAEwoLBsKgECBAgQIECAAAECBAgQIECAAAECBAgQ6CugAOgrZT0CBAgQIECAAAECBAgQIECAAAECBAgQIDAgAQXAgMKyqQQIECBAgAABAgQIECBAgAABAgQIECBAoK+AAqCvlPUIECBAgAABAgQIECBAgAABAgQIECBAgMCABBQAAwrLphIgQIAAAQIECBAgQIAAAQIECBAgQIAAgb4CCoC+UtYjQIAAAQIECBAgQIAAAQIECBAgQIAAAQIDElAADCgsm0qAAAECBAgQIECAAAECBAgQIECAAAECBPoKKAD6SlmPAAECBAgQIECAAAECBAgQIECAAAECBAgMSEABMKCwbCoBAgQIECBAgAABAgQIECBAgAABAgQIEOgrMNd3ResRIEDgLIG5ublmfn7+rB/53onAzMzMyCGcbtzQu45Axv4St6NuCTO3qU7j96/jVr//1HcIECDQT2B2dtbv2n5U1iKQQiDu893i/t9J+EqghoD7f42cTUngLIHu/h97pn6eLGet43sECBA4VyB+b4zv3D53RT9ovn//3iwsLJDoIXB8fGyHVA+nWMV9sCeU1QgQOCUQj92e+58i8Q8CBAgQIECAAAECqQUUAKnjNRyB6Qr8+PFjulfg0ssJ2DHVP/Kuye//P6xJgACBX59Me/ToUfP27VscBAgQIECAAAECBAgkF3j8+HGjAEgesvEIECBAgAABAgQIdALdp/d8CqAT8ZUAAQIECBAgQIBAXoF4/u9g1HnzNRkBAgQIECBAgAABAgQIECBAgAABAgQIFBZQABQO3+gECBAgQIAAAQIECBAgQIAAAQIECBAgkFdAAZA3W5MRIECAAAECBAgQIECAAAECBAgQIECAQGEBBUDh8I1OgAABAgQIECBAgAABAgQIECBAgAABAnkFFAB5szUZAQIECBAgQIAAAQIECBAgQIAAAQIECBQWUAAUDt/oBAgQIECAAAECBAgQIECAAAECBAgQIJBXQAGQN1uTESBAgAABAgQIECBAgAABAgQIECBAgEBhAQVA4fCNToAAAQIECBAgQIAAAQIECBAgQIAAAQJ5BRQAebM1GQECBAgQIECAAAECBAgQIECAAAECBAgUFlAAFA7f6AQIECBAgAABAgQIECBAgAABAgQIECCQV0ABkDdbkxEgQIAAAQIECBAgQIAAAQIECBAgQIBAYQEFQOHwjU6AAAECBAgQIECAAAECBAgQIECAAAECeQUUAHmzNRkBAgQIECBAgAABAgQIECBAgAABAgQIFBZQABQO3+gECBAgQIAAAQIECBAgQIAAAQIECBAgkFdAAZA3W5MRIECAAAECBAgQIECAAAECBAgQIECAQGEBBUDh8I1OgAABAgQIECBAgAABAgQIECBAgAABAnkFFAB5szUZAQIECBAgQIAAAQIECBAgQIAAAQIECBQWUAAUDt/oBAgQIECAAAECBAgQIECAAAECBAgQIJBXQAGQN1uTESBAgAABAgQIECBAgAABAgQIECBAgEBhAQVA4fCNToAAAQIECBAgQIAAAQIECBAgQIAAAQJ5BRQAebM1GQECBAgQIECAAAECBAgQIECAAAECBAgUFlAAFA7f6AQIECBAgAABAgQIECBAgAABAgQIECCQV0ABkDdbkxEgQIAAAQIECBAgQIAAAQIECBAgQIBAYQEFQOHwjU6AAAECBAgQIECAAAECBAgQIECAAAECeQUUAHmzNRkBAgQIECBAgAABAgQIECBAgAABAgQIFBZQABQO3+gECBAgQIAAAQIECBAgQIAAAQIECBAgkFdAAZA3W5MRIECAAAECBAgQIECAAAECBAgQIECAQGEBBUDh8I1OgAABAgQIECBAgAABAgQIECBAgAABAnkFFAB5szUZAQIECBAgQIAAAQIECBAgQIAAAQIECBQWUAAUDt/oBAgQIECAAAECBAgQIECAAAECBAgQIJBXQAGQN1uTESBAgAABAgQIECBAgAABAgQIECBAgEBhAQVA4fCNToAAAQIECBAgQIAAAQIECBAgQIAAAQJ5BRQAebM1GQECBAgQIECAAAECBAgQIECAAAECBAgUFlAAFA7f6AQIECBAgAABAgQIECBAgAABAgQIECCQV0ABkDdbkxEgQIAAAQIECBAgQIAAAQIECBAgQIBAYQEFQOHwjU6AAAECBAgQIECAAAECBAgQIECAAAECeQUUAHmzNRkBAgQIECBAgAABAgQIECBAgAABAgQIFBZQABQO3+gECBAgQIAAAQIECBAgQIAAAQIECBAgkFdAAZA3W5MRIECAAAECBAgQIECAAAECBAgQIECAQGEBBUDh8I1OgAABAgQIECBAgAABAgQIECBAgAABAnkFFAB5szUZAQIECBAgQIAAAQIECBAgQIAAAQIECBQWUAAUDt/oBAgQIECAAAECBAgQIECAAAECBAgQIJBXQAGQN1uTESBAgAABAgQIECBAgAABAgQIECBAgEBhAQVA4fCNToAAAQIECBAgQIAAAQIECBAgQIAAAQJ5BRQAebM1GQECBAgQIECAAAECBAgQIECAAAECBAgUFlAAFA7f6AQIECBAgAABAgQIECBAgAABAgQIECCQV0ABkDdbkxEgQIAAAQIECBAgQIAAAQIECBAgQIBAYQEFQOHwjU6AAAECBAgQIECAAAECBAgQIECAAAECeQUUAHmzNRkBAgQIECBAgAABAgQIECBAgAABAgQIFBZQABQO3+gECBAgQIAAAQIECBAgQIAAAQIECBAgkFdAAZA3W5MRIECAAAECBAgQIECAAAECBAgQIECAQGEBBUDh8I1OgAABAgQIECBAgAABAgQIECBAgAABAnkFFAB5szUZAQIECBAgQIAAAQIECBAgQIAAAQIECBQWUAAUDt/oBAgQIECAAAECBAgQIECAAAECBAgQIJBXQAGQN1uTESBAgAABAgQIECBAgAABAgQIECBAgEBhAQVA4fCNToAAAQIECBAgQIAAAQIECBAgQIAAAQJ5BRQAebM1GQECBAgQIECAAAECBAgQIECAAAECBAgUFlAAFA7f6AQIECBAgAABAgQIECBAgAABAgQIECCQV0ABkDdbkxEgQIAAAQIECBAgQIAAAQIECBAgQIBAYQEFQOHwjU6AAAECBAgQIECAAAECBAgQIECAAAECeQUUAHmzNRkBAgQIECBAgAABAgQIECBAgAABAgQIFBZQABQO3+gECBAgQIAAAQIECBAgQIAAAQIECBAgkFdAAZA3W5MRIECAAAECBAgQIECAAAECBAgQIECAQGEBBUDh8I1OgAABAgQIECBAgAABAgQIECBAgAABAnkFFAB5szUZAQIECBAgQIAAAQIECBAgQIAAAQIECBQWUAAUDt/oBAgQIECAAAECBAgQIECAAAECBAgQIJBXQAGQN1uTESBAgAABAgQIECBAgAABAgQIECBAgEBhAQVA4fCNToAAAQIECBAgQIAAAQIECBAgQIAAAQJ5BRQAebM1GQECBAgQIECAAAECBAgQIECAAAECBAgUFlAAFA7f6AQIECBAgAABAgQIECBAgAABAgQIECCQV0ABkDdbkxEgQIAAAQIECBAgQIAAAQIECBAgQIBAYQEFQOHwjU6AAAECBAgQIECAAAECBAgQIECAAAECeQUUAHmzNRkBAgQIECBAgAABAgQIECBAgAABAgQIFBZQABQO3+gECBAgQIAAAQIECBAgQIAAAQIECBAgkFdAAZA3W5MRIECAAAECBAgQIECAAAECBAgQIECAQGEBBUDh8I1OgAABAgQIECBAgAABAgQIECBAgAABAnkFFAB5szUZAQIECBAgQIAAAQIECBAgQIAAAQIECBQWUAAUDt/oBAgQIECAAAECBAgQIECAAAECBAgQIJBXQAGQN1uTESBAgAABAgQIECBAgAABAgQIECBAgEBhAQVA4fCNToAAAQIECBAgQIAAAQIECBAgQIAAAQJ5BRQAebM1GQECBAgQIECAAAECBAgQIECAAAECBAgUFlAAFA7f6AQIECBAgAABAgQIECBAgAABAgQIECCQV0ABkDdbkxEgQIAAAQIECBAgQIAAAQIECBAgQIBAYYGZk9l/Fp7f6AQIECBAgAABAgQIECBAgAABAgQIECBAIKXAf/kVE08hv+eKAAAAAElFTkSuQmCC" width="768" /></p>
|
||
<p>The alignment of several tables can be achieved with the <code>combine</code> function (adapted from <code>gtable:::join</code>),</p>
|
||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">d1 <-<span class="st"> </span>PlantGrowth[<span class="dv">1</span><span class="op">:</span><span class="dv">3</span>,<span class="dv">1</span>, drop=<span class="ot">FALSE</span>]
|
||
d2 <-<span class="st"> </span>PlantGrowth[<span class="dv">1</span><span class="op">:</span><span class="dv">2</span>,<span class="dv">1</span><span class="op">:</span><span class="dv">2</span>]
|
||
|
||
g1 <-<span class="st"> </span><span class="kw">tableGrob</span>(d1)
|
||
g2 <-<span class="st"> </span><span class="kw">tableGrob</span>(d2)
|
||
|
||
haligned <-<span class="st"> </span><span class="kw">gtable_combine</span>(g1,g2, <span class="dt">along=</span><span class="dv">1</span>)
|
||
valigned <-<span class="st"> </span><span class="kw">gtable_combine</span>(g1,g2, <span class="dt">along=</span><span class="dv">2</span>)
|
||
<span class="kw">grid.newpage</span>()
|
||
<span class="kw">grid.arrange</span>(haligned, valigned, <span class="dt">ncol=</span><span class="dv">2</span>)</code></pre></div>
|
||
<p><img 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" width="576" /></p>
|
||
<div id="borders-and-separators" class="section level3">
|
||
<h3>Borders and separators</h3>
|
||
<p>Other grobs such as separating lines and rectangles (borders, boxes) may be added. In this case, keep in mind that row, column and cell numbering includes the column of row labels and the row of column labels <em>if they are present.</em> Let us illustrate this by adding some borders (using <code>rectGrob</code>) to a simple table without row numbers. We’ll add two actually, to give a nice effect of a heavy line under the row of column headers.</p>
|
||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">library</span>(gtable)
|
||
g <-<span class="st"> </span><span class="kw">tableGrob</span>(iris[<span class="dv">1</span><span class="op">:</span><span class="dv">4</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">3</span>], <span class="dt">rows =</span> <span class="ot">NULL</span>)
|
||
g <-<span class="st"> </span><span class="kw">gtable_add_grob</span>(g,
|
||
<span class="dt">grobs =</span> <span class="kw">rectGrob</span>(<span class="dt">gp =</span> <span class="kw">gpar</span>(<span class="dt">fill =</span> <span class="ot">NA</span>, <span class="dt">lwd =</span> <span class="dv">2</span>)),
|
||
<span class="dt">t =</span> <span class="dv">2</span>, <span class="dt">b =</span> <span class="kw">nrow</span>(g), <span class="dt">l =</span> <span class="dv">1</span>, <span class="dt">r =</span> <span class="kw">ncol</span>(g))
|
||
g <-<span class="st"> </span><span class="kw">gtable_add_grob</span>(g,
|
||
<span class="dt">grobs =</span> <span class="kw">rectGrob</span>(<span class="dt">gp =</span> <span class="kw">gpar</span>(<span class="dt">fill =</span> <span class="ot">NA</span>, <span class="dt">lwd =</span> <span class="dv">2</span>)),
|
||
<span class="dt">t =</span> <span class="dv">1</span>, <span class="dt">l =</span> <span class="dv">1</span>, <span class="dt">r =</span> <span class="kw">ncol</span>(g))
|
||
<span class="kw">grid.draw</span>(g)</code></pre></div>
|
||
<p><img 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" width="384" /></p>
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||
<p>Note that when using <code>rectGrob</code> the top, bottom, left and right arguments (<code>t, b, l, r</code>) are the rows and columns which will be <em>inside</em> the rectangle. If we repeat the above code almost exactly, but don’t suppress the column of row labels, we see that column 1 is now the column of row labels (and it doesn’t look that good either, but that’s not our point).</p>
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<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">g <-<span class="st"> </span><span class="kw">tableGrob</span>(iris[<span class="dv">1</span><span class="op">:</span><span class="dv">4</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">3</span>])
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g <-<span class="st"> </span><span class="kw">gtable_add_grob</span>(g,
|
||
<span class="dt">grobs =</span> <span class="kw">rectGrob</span>(<span class="dt">gp =</span> <span class="kw">gpar</span>(<span class="dt">fill =</span> <span class="ot">NA</span>, <span class="dt">lwd =</span> <span class="dv">2</span>)),
|
||
<span class="dt">t =</span> <span class="dv">2</span>, <span class="dt">b =</span> <span class="kw">nrow</span>(g), <span class="dt">l =</span> <span class="dv">1</span>, <span class="dt">r =</span> <span class="kw">ncol</span>(g))
|
||
g <-<span class="st"> </span><span class="kw">gtable_add_grob</span>(g,
|
||
<span class="dt">grobs =</span> <span class="kw">rectGrob</span>(<span class="dt">gp =</span> <span class="kw">gpar</span>(<span class="dt">fill =</span> <span class="ot">NA</span>, <span class="dt">lwd =</span> <span class="dv">2</span>)),
|
||
<span class="dt">t =</span> <span class="dv">1</span>, <span class="dt">l =</span> <span class="dv">1</span>, <span class="dt">r =</span> <span class="kw">ncol</span>(g))
|
||
<span class="kw">grid.draw</span>(g)</code></pre></div>
|
||
<p><img src="data:image/png;base64,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" width="384" /></p>
|
||
<p>When adding line segments to separate rows and columns using <code>segmentsGrob</code>, the row and column numbering scheme is the same (it includes any row or column labels). When working with line segments, you should keep in mind the default coordinate values for <code>segmentsGrob</code>. They are x0 = 0, y0 = 0, x1 = 1, y1 = 1, all in npc, relative to the cell(s) you are modifying, with the lower left corner being 0,0. For clarity, we show all the arguments in these examples. With this in mind, to add a line across the bottom of a single cell, use:</p>
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||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">g <-<span class="st"> </span><span class="kw">tableGrob</span>(iris[<span class="dv">1</span><span class="op">:</span><span class="dv">4</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">3</span>])
|
||
g <-<span class="st"> </span><span class="kw">gtable_add_grob</span>(g,
|
||
<span class="dt">grobs =</span> <span class="kw">segmentsGrob</span>( <span class="co"># line across the bottom</span>
|
||
<span class="dt">x0 =</span> <span class="kw">unit</span>(<span class="dv">0</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">y0 =</span> <span class="kw">unit</span>(<span class="dv">0</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">x1 =</span> <span class="kw">unit</span>(<span class="dv">1</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">y1 =</span> <span class="kw">unit</span>(<span class="dv">0</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">gp =</span> <span class="kw">gpar</span>(<span class="dt">lwd =</span> <span class="fl">2.0</span>)),
|
||
<span class="dt">t =</span> <span class="dv">3</span>, <span class="dt">b =</span> <span class="dv">3</span>, <span class="dt">l =</span> <span class="dv">3</span>, <span class="dt">r =</span> <span class="dv">3</span>)
|
||
<span class="kw">grid.draw</span>(g)</code></pre></div>
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||
<p><img 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" width="384" /></p>
|
||
<p>and to add a line to the left side:</p>
|
||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">g <-<span class="st"> </span><span class="kw">tableGrob</span>(iris[<span class="dv">1</span><span class="op">:</span><span class="dv">4</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">3</span>])
|
||
g <-<span class="st"> </span><span class="kw">gtable_add_grob</span>(g,
|
||
<span class="dt">grobs =</span> <span class="kw">segmentsGrob</span>( <span class="co"># line across the bottom</span>
|
||
<span class="dt">x0 =</span> <span class="kw">unit</span>(<span class="dv">0</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">y0 =</span> <span class="kw">unit</span>(<span class="dv">0</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">x1 =</span> <span class="kw">unit</span>(<span class="dv">0</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">y1 =</span> <span class="kw">unit</span>(<span class="dv">1</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">gp =</span> <span class="kw">gpar</span>(<span class="dt">lwd =</span> <span class="fl">2.0</span>)),
|
||
<span class="dt">t =</span> <span class="dv">3</span>, <span class="dt">b =</span> <span class="dv">3</span>, <span class="dt">l =</span> <span class="dv">3</span>, <span class="dt">r =</span> <span class="dv">3</span>)
|
||
<span class="kw">grid.draw</span>(g)</code></pre></div>
|
||
<p><img 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" width="384" /></p>
|
||
<p>Perhaps you’d like to cross out a cell. This can be done with two diagonal lines combined via a <code>grobTree</code>:</p>
|
||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">g <-<span class="st"> </span><span class="kw">tableGrob</span>(iris[<span class="dv">1</span><span class="op">:</span><span class="dv">4</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">3</span>])
|
||
g <-<span class="st"> </span><span class="kw">gtable_add_grob</span>(g,
|
||
<span class="dt">grobs =</span> <span class="kw">grobTree</span>(
|
||
<span class="kw">segmentsGrob</span>( <span class="co"># diagonal line ul -> lr</span>
|
||
<span class="dt">x0 =</span> <span class="kw">unit</span>(<span class="dv">0</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">y0 =</span> <span class="kw">unit</span>(<span class="dv">1</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">x1 =</span> <span class="kw">unit</span>(<span class="dv">1</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">y1 =</span> <span class="kw">unit</span>(<span class="dv">0</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">gp =</span> <span class="kw">gpar</span>(<span class="dt">lwd =</span> <span class="fl">2.0</span>)),
|
||
<span class="kw">segmentsGrob</span>( <span class="co"># diagonal line ll -> ur</span>
|
||
<span class="dt">x0 =</span> <span class="kw">unit</span>(<span class="dv">0</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">y0 =</span> <span class="kw">unit</span>(<span class="dv">0</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">x1 =</span> <span class="kw">unit</span>(<span class="dv">1</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">y1 =</span> <span class="kw">unit</span>(<span class="dv">1</span>,<span class="st">"npc"</span>),
|
||
<span class="dt">gp =</span> <span class="kw">gpar</span>(<span class="dt">lwd =</span> <span class="fl">2.0</span>))),
|
||
<span class="dt">t =</span> <span class="dv">3</span>, <span class="dt">b =</span> <span class="dv">3</span>, <span class="dt">l =</span> <span class="dv">3</span>, <span class="dt">r =</span> <span class="dv">3</span>)
|
||
<span class="kw">grid.draw</span>(g)</code></pre></div>
|
||
<p><img 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" width="384" /></p>
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<p>If you have many cells to decorate you can use <code>replicate</code> to create create the segments. Just keep the <code>tableGrob</code> numbering scheme in mind.</p>
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<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">g <-<span class="st"> </span><span class="kw">tableGrob</span>(<span class="kw">head</span>(iris), <span class="dt">theme =</span> <span class="kw">ttheme_minimal</span>())
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||
separators <-<span class="st"> </span><span class="kw">replicate</span>(<span class="kw">ncol</span>(g) <span class="op">-</span><span class="st"> </span><span class="dv">2</span>,
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<span class="kw">segmentsGrob</span>(<span class="dt">x1 =</span> <span class="kw">unit</span>(<span class="dv">0</span>, <span class="st">"npc"</span>), <span class="dt">gp=</span><span class="kw">gpar</span>(<span class="dt">lty=</span><span class="dv">2</span>)),
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<span class="dt">simplify=</span><span class="ot">FALSE</span>)
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## add vertical lines on the left side of columns (after 2nd)
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g <-<span class="st"> </span>gtable<span class="op">::</span><span class="kw">gtable_add_grob</span>(g, <span class="dt">grobs =</span> separators,
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<span class="dt">t =</span> <span class="dv">2</span>, <span class="dt">b =</span> <span class="kw">nrow</span>(g), <span class="dt">l =</span> <span class="kw">seq_len</span>(<span class="kw">ncol</span>(g)<span class="op">-</span><span class="dv">2</span>)<span class="op">+</span><span class="dv">2</span>)
|
||
<span class="kw">grid.draw</span>(g)</code></pre></div>
|
||
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABgAAAAGACAYAAABr+ak9AAAEDWlDQ1BJQ0MgUHJvZmlsZQAAOI2NVV1oHFUUPrtzZyMkzlNsNIV0qD8NJQ2TVjShtLp/3d02bpZJNtoi6GT27s6Yyc44M7v9oU9FUHwx6psUxL+3gCAo9Q/bPrQvlQol2tQgKD60+INQ6Ium65k7M5lpurHeZe58853vnnvuuWfvBei5qliWkRQBFpquLRcy4nOHj4g9K5CEh6AXBqFXUR0rXalMAjZPC3e1W99Dwntf2dXd/p+tt0YdFSBxH2Kz5qgLiI8B8KdVy3YBevqRHz/qWh72Yui3MUDEL3q44WPXw3M+fo1pZuQs4tOIBVVTaoiXEI/MxfhGDPsxsNZfoE1q66ro5aJim3XdoLFw72H+n23BaIXzbcOnz5mfPoTvYVz7KzUl5+FRxEuqkp9G/Ajia219thzg25abkRE/BpDc3pqvphHvRFys2weqvp+krbWKIX7nhDbzLOItiM8358pTwdirqpPFnMF2xLc1WvLyOwTAibpbmvHHcvttU57y5+XqNZrLe3lE/Pq8eUj2fXKfOe3pfOjzhJYtB/yll5SDFcSDiH+hRkH25+L+sdxKEAMZahrlSX8ukqMOWy/jXW2m6M9LDBc31B9LFuv6gVKg/0Szi3KAr1kGq1GMjU/aLbnq6/lRxc4XfJ98hTargX++DbMJBSiYMIe9Ck1YAxFkKEAG3xbYaKmDDgYyFK0UGYpfoWYXG+fAPPI6tJnNwb7ClP7IyF+D+bjOtCpkhz6CFrIa/I6sFtNl8auFXGMTP34sNwI/JhkgEtmDz14ySfaRcTIBInmKPE32kxyyE2Tv+thKbEVePDfW/byMM1Kmm0XdObS7oGD/MypMXFPXrCwOtoYjyyn7BV29/MZfsVzpLDdRtuIZnbpXzvlf+ev8MvYr/Gqk4H/kV/G3csdazLuyTMPsbFhzd1UabQbjFvDRmcWJxR3zcfHkVw9GfpbJmeev9F08WW8uDkaslwX6avlWGU6NRKz0g/SHtCy9J30o/ca9zX3Kfc19zn3BXQKRO8ud477hLnAfc1/G9mrzGlrfexZ5GLdn6ZZrrEohI2wVHhZywjbhUWEy8icMCGNCUdiBlq3r+xafL549HQ5jH+an+1y+LlYBifuxAvRN/lVVVOlwlCkdVm9NOL5BE4wkQ2SMlDZU97hX86EilU/lUmkQUztTE6mx1EEPh7OmdqBtAvv8HdWpbrJS6tJj3n0CWdM6busNzRV3S9KTYhqvNiqWmuroiKgYhshMjmhTh9ptWhsF7970j/SbMrsPE1suR5z7DMC+P/Hs+y7ijrQAlhyAgccjbhjPygfeBTjzhNqy28EdkUh8C+DU9+z2v/oyeH791OncxHOs5y2AtTc7nb/f73TWPkD/qwBnjX8BoJ98VVBg/m8AAEAASURBVHgB7J0J/FVD/8fHln17lOUJeZItiSxlCZU9InvhQZTQQiRZE6FCESW7UMpWSagkW8gjWxuRIknhiShLOP/vZx5z/nO2e8+999zf795zP/N6/X7n3HNm5sy8z5lzZub7ne93NUeCYiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEkgVgdVTVRtWhgRIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIQBOgAIAPAgmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmkkAAFACm8qawSCZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACVAAwGeABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABFJIgAKAFN5UVokESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAEKADgM0ACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACKSRAAUAKbyqrRAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIUAPAZIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIIEUEqAAIIU3lVUiARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgAQoA+AyQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQQAoJUACQwpvKKpEACZAACZAACZAACZAACZAACZAACZAACZAACZAACZAABQB8BkiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEgghQQoAEjhTWWVSIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIACAD4DJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJJBCAhQApPCmskokQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAEAnwESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESSCEBCgBSeFNZJRIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARKgAIDPAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmkkAAFACm8qawSCZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACVAAwGeABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABFJIYM0U1olVIgESqBACP/74o5o5c6Zac8011Xbbbae22GKLCqk5q0kCpU3gr7/+UvPmzVMLFy5UtWvXVnXq1FHrrLNOaReapSMBEiABEiABEiABEsibAPt/eaNjQhIgARIoOgGuACg6Yl6ABEggKQLff/+96tWrlzrmmGP0hOImm2yimjZtqvbdd1+15ZZbqvXWW081atRIPfroowod0EoN//73vzUPMMFfu3bt8kJx//33qyOPPNLzt3z58rzyqsREK1euVJ9//nlo1U877TTPPerQoUNovHI6OH78eHXOOeeoffbZR22wwQZqxx13VIcccojaeeedddv85z//qZ/FBQsWlFO1Ei3rhx9+6LnvaJ+zZs2KfQ28+0y7xnannXZSjuNEpu/SpYsnPtJstdVWaunSpZFprrjiCk8a3DcIWxEKLb//onhW7Pr069fPH8XzO1Obeu+99zx5Id9PPvnEk74cfuBdYDOx93HvttlmG1WvXj1Vv359/e1r06aNuv3221V1vJsz3Y+kWCfxPfv111893zF814YMGZJUESsinxkzZoTWMy3tDu8Ku6359/EehKIJ3rkNGzbUz1OnTp3UW2+9FcqlmAfLod1V97cqifeGfQ+T/Fax/2eTrZz9pPtPlUOONSUBEkiUgAwcGUiABEig5AmMHj3a+cc//oGZrlh/MjniTJ06teTrVYwCysDLw6h169Z5XaZ79+6efMD+u+++yyuvSkv0+OOPOzJR59x9992hVZcJKA/bk046KTReORz8+eefnVatWnnqk6md1qhRw5GJaeePP/4oh+olWsZ33303wOmDDz6IfY1LLrkkkP7jjz+OTL/11lsH4uPejBo1KjLN3nvv7Umz6667unELLb+b0d87MqHmudbVV1/tj+L+ztam3n77bU9eqKesEHPTl8sO3gWZ2k/UuY022sh54oknqqya2e5HUgVJ4nuGd5SfW+fOnZMqYqrzWbRokSOTqY4In0LrmZZ2h3eF/xmJ+/uII45wRAAXyifpg+XS7qr7W5XEe8O+d0l+q9j/Y//PvFty6f/ZzyP3SYAESCBfAlwBIG9gBhIggdIm8Morr6hTTz1V/fe//41d0NmzZyuZ+FZff/117DSMSAKFEnj//ffVQQcdpNq2bavN3xSaX6mn//PPP5VMWKpx48bFLurvv/+u7rzzTr2aJ3YiRtQEDjzwwAAJmYALHMMBEQyor776KvQc3qlhAZrS0FKzA57n6gyV1qbyZY0VAHjvjBw5Mt8sYqXj/YiFqewj/fbbb6pv375a473SV1Vmu5kTJkxQhx56qIJmfrFCubU7fqsWFutRKJl82f8rmVvBgpAACZBAbAL0ARAbFSOSAAlUBwGRbqoLL7xQYdLQDptttpmeaBUNVz3owmSXaPzbUdS3336rJ0Qw2bXaaqt5zvEHCRSDgGhPV5T5qaeeekq9+OKLAZQwywXTPxtvvLEWwk2ZMkXJ6hFPvJtuukk1a9ZMT5x4TvBHJAGYPPMHCADOOuss/2H10ksvBY6ZA1ECgOnTp6tVq1aZaHp78MEHe35X9Y9Ka1NhfI3/DJi2w/3BdzEsYEKma9euSlbkqPXXXz8sSsHHeD8KRlgWGfTv319de+21ZVHWYhUS/qXwh/aGtiWr1iIv9c4776jBgweryy67LDJOISfKrd3xW1XI3S6PtOz/lcd9YilJgARIwCZAAYBNg/skQAIlRwATVXPmzPGUC7Y9hw4dqu2K2yfefPNNJUuxlSz3dw+/9tprau7cuVqLzT3IHRIoEgG/74m0C578drQxUfnqq6+qxo0bewhDM7Jjx47qsccec49jUuWBBx6gAMAlkn2nZs2aapdddvG8E6NWAGQSAOCdumTJkoDj9LC8bE1OMQekVxbYJYVd7GKGSmtTfpbwp/HTTz95DmOlxqeffqr69OmjnnzySY9AAILve++9V3Xr1s2TJqkflX4/kuJY6vnwPiu9AuLSSy91bxW+WViJOmbMGC0c8a8wveWWW9RFF12kxMydmyapnXK7H9X9rRLzi+rWW2918eM9WuxQbveoUB7s/+VGsDr6T7mVkLFJgAQqgQBNAFXCXWYdSaCMCYhdVk/poY2FQRYc/vrD/vvvr2644Qb/YRU2qRWIxAMkQAI5E/C3z/bt2wcm/5Ep2ut9990Xa8I550JUWAJ7Qh5Vh3POFStWeChAW9Wv5e8XRvnPIwO/Q0s4m4XzSxMg4IETTPtv7bXXNqe5rSICuA+77babEl8OSvwmBK4KbWQGEiCBZAngHYrVp+eee64WwvpX2UD4Nn/+/GQvWsa5Vee3CquD7e9U7dq1y5hkaRad/b/c7gv7T7nxYmwSIIHiEOAKgOJwZa4kQAJFIoAl2LNmzQpMJJrLwR75gw8+qM0fYHAGrZ/VV88s64Sm7PPPP6/ee+89Bd8BGDjsvvvu+g+mNTbddFOTfWALgYM4yXOPX3zxxdr0Ccr43HPPqZdfflmJkycFzQ9oRZ9zzjlqxx13dOOH7UDLbOLEierhhx9Wn3/+uTah8uOPP6pNNtlEiSNktc8++6jjjjtOiZOzsOQlf+yHH35Q999/v4K5Edi1hXZrw4YN1R577KG1wQ855JDIOsybN08LgEyELbfcUl133XX65wsvvKB5v/HGG5obJsj22msvbUKqTp06JknkFlp9eA7E0an65ptvFMzYYAB7xhlnqFq1amntdeRtAvjjD1pfMFMVFoYPH67riHOnn366zi8snjn2/fff6+cXq1mmTZumNt98c32/xWmcOvHEE020kt367cfbBcXgB88/nm20TfP3yy+/qHXXXdeO6u6zbboo3B08k9DwNgGT/XhmbVM9//nPfxTeGSbgPYh0aCMmQAAA3yp28AtL/fb/v/zySwXTTXbABDTemWEB2um432jrixcv1u0Rglq0F7zPokKSbQrXQBnwPka7wvu6UaNGul2df/75SpybRhWjLI6feeaZAcE33pNRIZ/3byH3AytN8LxiZRA0pvEcQJCP7+q2226rDj/8cP2OtQVNUWUvxeOFvKPuuOMOz2oeCFBh6gWMYF4D3xs8s+LgWbcdwyobBzCHBjTeC/jG4juJ9t+yZUvNG89Az549PdlgVSXCs88+q7+DaLN2wPsE7QUBpt369etnnw7dT3O7wz2Bnyl84+2AtoeJ57CQ67NS7u2uOr9V0E7/6KOP3NuA/qV5ft2D1k4pfKvY/1P6W5b0mMrc5lzbn0nn344dO1YrWEAAgrEexpj4lmFsh2cMY4ewkGv/KZ9vtf+6+H5A+QaCSVwfK5iwOgffhPr16+s+eVR5/XnxNwmQQEoIyEQTAwmQAAmULAHRSIWxY8+fdLSchx56yBG/AAWVW8ySODIR5ck77FpiRijyOg0aNPCklw6mIwMJZ6211vIcN/nKRJzz+OOPR+YnAwBHJgBC05o8zFYmAxyZPA/kJZPSnvQySA3EiXOge/funnxwXbHjHidpZBywxP0zdQjbXnDBBQ7uTViQCRFPWrEz74hQyOnUqZPnuJ2vTDQ6zzzzTFh2+hgYyiRaZPq6des6YkbKkckZTxwRPOj0uL59vah9mWBxyyAT+p40IrhyRFDk/Otf//Ict/MSrUNHTH+4eZTCjpjcCpQXLMGrkJDWtikTcgFeuO+5hAULFgTyuPnmmz1ZiGDSE0cm/pxBgwZ5jqHt2GHhwoWe83j2RAhpR3Hill8mC502bdoE8jPP8/bbb6+fdzEf5IkjwgR9vXzalAgvPHnhWmAb9h4z5ZBBsJPp/e6pfBX9wLvAlA9bfDMyBXHW6ohwzZMG35CwkO/7N5/7gevLxIMj5lA8ZbPrZvZlMtWRCe+wIjtJfM/ELGCgDJ07dw69XtyDSbyjxHGsp1ziwNmRiXdHhCGe44YTtvieL1u2LLKYMunubLHFFpHpr7nmGiesrZsM0Qbt64Xto92YkJZ2J5N5gXqLCRlTzdDt9ddfH0gjgsZA3HyflXJvd9X5rYr73qiObxX7f4Em4h5IekyFjPNtf26h/t4RxSBHlK8Cbd7/jjzssMOc5cuX+5PH7j8hYb7fanNRmeh3wvrn/rLiN55HMGIgARKoDAKwG8pAAiRAAiVLQLSDHUzghnVaMGlwwgknOKJd6IhmQ051QL6idR6ar/9aa6yxhr5G2AX8nVXxT+Agvj8P/+8777wzkB0EGqLdnzWtnVe7du0C+cQd+AQS+g6ETZwVIgB49NFHY7FB/cAVAzN/8AsARLPfweSmzSRsX8yUOKJ96s/OEe3pWAIXWQHgNGnSxHOdJAUAmAgVMzme/MPqccUVVwTqUJ0H+vbtG1lmWYHh9OjRw5FVMA4mKeOGNLfNuBPo2Vhts802Hu4YlNpBVgN4zg8YMMARu/+eY3i+RNPYTQbBpf+ZkxVI7nnsxCk/Jq3ivFtl1YeDP/uaSQsARMPNk799LbMvK1EcDJZLJeQqAMCEr6mL2UIg6g+FvH/zmYh8+umnHdGMDJTNlNG/xTs6THCYxPcsaQFAUu8ovwAAwlM8j342/t9dunTx3179e/To0Y6YqcmaXpxEB+KYDJMQAJRju8tHACCrmQIcly5dalDqbSHPSrm3OwCorm9VnPdGdX2r/AIA9v/+v8kkOaZCroW0v/8vleN89tlnjpj/CrR3/7vZ/G7WrJm+tp1HnP4T4hfyrUZ6WTkUa1xkyootFMoYSIAEKoMABQCVcZ9ZSxIoawIY1Nodlah9cY7piAkeR0z5ZK2vX0MWeWLSDJq0GACL7WvPNcVcgSPLMQP5+jurpmxiqscR8xpO165dHTE34ckLcSDU8E+mo9Nn0pstBpjQ2Bs4cKAjS0u1Nqg5h+2GG24YmFyNM/AJVCTkQJICAGgsyrJTT/0gwAEfTE6edtppgYkLaNf5g18AYFhg0gMT9EgjzmZDO+pi8sCfnSOmiDxlQn5i3kCzRrnEZE1gktJcs1evXjo/DCKhEYk/c85sUUdzbtiwYe71/QNAEx+D5Q4dOjiYWA+LgwFIKWnqYGI/jtAKk1p4LqERjMm4TCHNbTPuADATH5xDezHPDLa2Ri74+rWuxRSCzlLsIHvS2auRLrnkEs85PIv+EKf8WOlilw370GI/77zzdFvP1Kauuuoqfcl82lSYJjKujdVYLVq0cG688UYHWt9h2tX9+/f3V7XafuciAMD9gBDUz/uRRx7xlL/Q92+u9wMTEDvssIOnXHh3QUAuZm8ctHExiec5jzr4V7KgEkl8z5IWACT1jvILAMx9xLcSwgA8s2KGK8AJwmK/0ArvYqysMXmYbdOmTTVv9CPEJF7gvIlnHhh8e/A+QZs157CFMMd8yyDcNSEt7S4XAcCqVat0X9Pmg32sFvSHQp6Vcm93YFFd36o4743q+laF9e3w/LD/52jlH3+7wu98xlR4/gppf0hvgv95QpnErJQew+CbHSa4FTNpJrnexuk/FfqtxoXElKnn3Y1xIt7rWKH++uuvO1jZtN9++3nioD6TJ0/2lJc/SIAE0kmAAoB03lfWigRSR+DKK68MdFbCOonmmNg0dMQWaygHLH/3a1tj8guTFibALIxfu8tM+Jo42IYJAPbcc0+9xN7EQ75Ia8pmtn4tPgz4bdNBRx11lMnC3Yr97UA+n3zyiXseO/6OaimYAMJEv6k3tpjg8N8fmOmx40BI4jd1ECUA8JsqwaSEzRL5ij1aDydMCon9b881xZa54+cpNpQdrACwy4b9sOfBH8c2+2NfPGwAKH4iApPjYSaqpk6damdV7fvz5893/BPLfg72bwhFwib6UJG0t804A8A4NzRs4gL3AcE/+IM5EPNuE58mnucYwjIT/O87TNz4Q7by473pNz+CNobJNTvAzAkG9PZzgX0jALDj+uNEtamoiUj/uwFa5hDy2fliyX6pBL8AAO+xyy+/XP9hRQ2+GxCiYGLXL+hBnbACzf9uTer9C0Y2N+yH3Q/cX/Ff4sbF5LHYIvYghmYm3gV2fm3btvXEwY8kvmdJCgCSfEeFCQDwHRCn3h4Oxx57rIcTmPknayCwtlliH8+NafvIEBPKUCTwx8Nvf8AKNzueLWS046al3YUJAJo3b+62PfQRwU588USaMfSvyEzyWbHvBfbLod3hOamub1W290Z1fqvY//OaLLTfJ0mOqZJqfzDr5W9/eLdiBbEJeGf7FccwnoCw0IRs/SfES+Jbfe2113rKG7YiEM8/TI6KPx49jhUfZc748eNNUbklARJIMYFgjy/FlWXVSIAEypvAlClTHAyO/R2xqN8YsIpT0kCl/XZbEQ+TEf7wzjvveK6FyQp/PH9nFZromDAOC37b/tCI9Ado8cFuNTQ4v/rqK/9pvQzVX1+U0w7ZBj523Ez7Sa0AQAfYP1F1++23h17ab84HAg87hAkAwiaNkMaflzjosrPS2jB+ljAnFRbCJleSFgB8/PHHgUuHmW154oknAvGq+wDsnV566aUBoYufr/0b2tj25BTqkPa2GWcAGOdeiuM5z7sJXI02v1+T357I968yEmeV+nIwP+a3I3/PPfcEipKt/JMmTQqUS5yRBvLBgd69ewfiJi0AiHo3YHWW/SzCZEmpBL8AwC5nnH0/7yTfv2DkL0PYRKRhCRNTEyZMcLCKLyyIg3VPfnhn+0MS37MkBQBJvqP8AgAIb2bPnu1H4Pj7IrgHI0aM8MSDQMi+N1gZEuYnCSvI0Oex42LfHwoRAJRjuwsTAPgZZfoNnyr+VRlJPiv+a5dDu8MzVV3fqmzvjer8VoUJANj/+98bKMkxVVLtzy+Ahckme2LfvDsxbsNYBysDoNAFTXv7nZCt/5TUtxp9cft9AQUmrL71m1XFKvRS8ytmWHJLAiRQPAKrywuCgQRIgATKgoDYVFQzZsxQonGmLrvsMiXLrTOWWxw2KTHro0Qb0RNPNLw9v2ViXsnkl+cYfuC42Kh2j8skpxJfA+7vsB1ZVqmk8xd2Sok2t+e4OPxVYlbIc0w6j2r33XdXYipBiVa1e040OpVosiqZ3HOPmR3R5DC7JbkVR3BKJiI8ZZPJCs9v80O09M2u3uJ+Zwtizzg0iphD8ByXjq7nN5j6g0xI+Q/p3+KAN/R4UgfFXIaSydhAdvYzYE6KEMrslsxWlhgrGewotLkHH3xQHX300Upsemcs31133aVkkOSJw7bpwRH5Q8ydKREges7jvYggy7w9x2WS0f1t7+MgeMskrRKho/K3DzE94qaLuyM+AzxRRSCqzj77bM8x80O0Zc1u0bYyCRSat79dlWKbCi14loMitFWipeyJVez3r+divh8y0azEtrCSVWjuGdGUVK+++qoSfybqlVdecY9jp9S/ZShjMd9R+GahbfuD/1uG8/726v+eiRNuJatH/FnpPo1M0AeOJ3mg0tqdrHZRoj2rxFSkB2MxnxXPhXw/Sqnd8VvluzkhP9n/C4Hy96FCxlRJtT9ZNegpoPieU6I57zmGHxg/4PsmSmBKTH4qmYgPvBMCiawDSX2rZTWnlatS3377rRLTorrPKKvj3W+vrITM2k/3ZMQfJEACqSAQfHulolqsBAmQQFoJYEJJbL3rP7HbrD799FMlKwOUaPMocYaoMElvB0ywy3JIPTgzx/2dOXTWRCPHnM64XbRokRJN8sg4sgQ0p3PiWEoLGvyJRFNET+SJxrsWeEBYEBXApJSDnzfKio5xmNBFHPV6qgLe2YJoOoZGETNPnuOibe757Z8wwSDeFvjYkWX1hxKTJUq0eezDie1vu+22oXmFMRItodC4pXAQjDCxiz/RNFV4fsUJsHrhhReU2KEPFPGxxx5TsuRZiR8Bfc7/rLBtBpDpA2jzEKKNHTvWjQABgDig1EJS96Ds2JP+mBgSDTsl2q5uFEzCYoBoB7QF0Wi1D8Xa97cpXC/sGUZmmITHIFrMksTKO59IcdtVKbepbPXGs4AJV0z+hwlt/G0K+SX5/s1WPtE6VGKWSontYSVmgPSzJ6YTQpOV+rcMhfbzTPIdFfdbhnLY3zO8ayHIs0NUXogjph/sqInvV0K7AzQxb6a/X2JKLXSir5jPSrabVirtjt+qbHdKqbjtBTmV8req0P5fGKlCxlRJtD98q/z9GvHVEFZUhWc9TDAQGjnkoL+8iJLPtxp9PvTfZFWJ5yroa02bNk3/iU8AJWZW9dj3oosuUhAMMJAACVQGAQoAKuM+s5YkkFoC0JzBnziY1JP/smxd3XnnnZ5JpRdffFFr2qOzg4BJdztgkjnORDPSZIuHibOoIM4nA6ewogArDUyQ5dJKzFMobOMGsa8cN2q1xPPzRiGgARonZOONPPwT/SbfbBroYh/URNVbDF4yBdzbYgkAoEEfFsI0OMPileIx3Bdo/+IPgw0IAsR+uRITF57iiukaVwDgf1bYNj2oPD+wWsYWAGAiElqosmjUjQdhpX+wisGhXwDg17z2r8RxM8yy429T4usjMgXeW+IvIOs7NTKDGCfS0K7wHnvggQfc2mKCAccgrISAZbvttlPQ5IsK/jaFeEm+f6Oui+dQTDopcWAf0FaPSlPq3zKU288zyXdUvt8yMRcYQJrpe5apnxLIKI8DaWh3qDZWSmA1GwIm97BCEwJNKARAwCI2vpWYbdLnw/4V81kJux6OlWK747cq6m7973ha2otdy3z6f3Z6s5/pXZVtTJVE+0Ofxi90yfRuNeXOZ+svL/LI51uN9xMU4tDuvvjii8iiQEFu5MiR+g8rxrDKPNu4KTIzniABEigbAhQAlM2tYkFJoPIIwJyE2GTXmm3QbsOf2I5XhxxySCgMdHrEVrsSu4ZKbF27caAph06QEQBg4kScy7rnMYCLq7WxZMkSN13YDkygRAW/uR/Eszu30JAUW5MBs0DQMoMpowMOOEBraRhtaXOdTANQE6c6t2Fa9XE7mXEm3KPyyjaZ5Deh4teg9DPzr07wny/kd9znr5BrJJ0Wk5Lvvfee2z4xGSm2viMv06JFCzVu3DjlN2chzmvdNGybLoqsO/5JepjZuu222zzpbO1/cwLH8B41ASsA/APcME1yEz/TVmzNek7b71nPib9/+FdshcUp5FhUuyoHTXNTbwgBxUGf+Znzttjv37AC4XkSh9MKwj074H7g+4VnF38QWIktczdKqX/LUNBivqOivmXZnlf/twzlzPQ9K+a3DNdOQ7tDPfbaa6+C2579Dkyyr4ny+UOptjt+q/x3yvs7qr14Y5XWr2L0/8JqWMiYKol3ddhkv3/FZFi58zmW5Lcaih9QtsF9Et8ECqvKMwUIAqCwAQU6BhIggXQToAAg3feXtSOBsiawwQYbKJj5sTVan3rqqUgBgKksljLaAgAcx3JoE7D83R4An3POOVrQYM4Xss3kIyBMm92eDIXtZltI0KhRIyWOOF3taJTLPm/KmW2i28Srrm2YuQEId8K0d/IpY771h+asHfCMwNRS1GRKPpOV9rNrXysN+5j8HzJkiFsVTFJh0gkCq6gAvx2YJLYHUGybUbQyH8f7Yf3119c2Z01M/8qhMAEAhImYVDaT/mHLzvMVAPiX6+M+Y9l52AQH3mX+lQemHpm2aW5Tmeqd77liv3/D7seYMWM8k/94N4hDd+0HB4J6E/z+KvJ9l5v8qmJbzP5DvvXHNwv9JXF27CLwm61wT8iO3zSEfS5qP+w+R8Xl8f8RKOazEnY/SrXd8VuVvhZRjP5fGKVCxlRJtD98r6DcYgsiMglXsdIVYwtcO5vg1l9fpPGHQsZKWIWBVbf4w5h3woQJekUBlM38/ppwXQjj4csrShDtLxt/kwAJlCeB0rYbUZ5MWWoSIIGECEA7Hg5x7TB8+HBt998+5t+HPwB/sB0G+ztZH374oT+6/o3BNOyW//bbb6Hnww7CxjEcOYUFf7nQOTOTpeic+U2jQIjh1/YP04jPtZMZVrZiHvPzxrWimM+ZMyej5mKS5YTpKH+wtVHtc+gUxwn+exFl6zpOXqUeB6Z97IAJid69e9uHAvu47/bkPyKwbQYwxTqASfxMdluhbdq8efNAXpgohB+VqICVUg0bNow6nfG4LdBERLw7/e89k8Gzzz5rdjNuK6lNZQSR58mk379x7od/Yv/EE09UPXv21KZT7Gr4v2f+vO24pbLv5xn1Lcun/1BIHf3fM/SVwgRsmMjCuWzBfy/S/C3LxiLf80k+K3HuR6m2O36r8n2CSjddMfp/YbXNd0yFvJJqf36/b88995xHMc2UG+9WKF2gHwSzTo0bN45twiesvDgW9X3JNlaCggecIKOfBRNxULiCb66HxcwPhMMQAJxyyimm6HoLZY18hMOeTPiDBEig5AlQAFDyt4gFJIHKJuDvZGJAe/zxx6sPPvggAObXX39V11xzjYIWlB3QCYTDSRNat25tdvX2nXfe0fYSPQflR69evbQAAlq2cKiESQz/5KU/DTpQmOjwD5YhFLDtOCMdnHiaMH36dLPrbv2TIzhx9913u+fNjtHkNb/jbGEf8v7773f//APHOHnEjYMJ3t12280TvU+fPoEONLRq0GFGRxUajVg2DhNQxQpw/OxfhXDLLbdop9L2NeGodvDgwfahyH0MdO3wyy+/2D9TtY/JZb9mN1as3HDDDaFCMwxk0Ib8wW4HbJtKv4vitk2/aQWb7Z577umaPbOPYz9sZYCJA1Nj+Woiw2SGfxk7nLD7V89g1QfeAXFCJbWpODxyjZP0+zfO/fCbGwj7lsG2MiZS7JDPtwwm/+z2gv2w69nXKWS/mO+oQsqFlYx2gOmZDh06KPsbBCfhsGu/YsUKO2rofpz7HJqQB10CST4rce5HVbY7VDKXfiS/Ve5jkYqdYvT/wsDkO6ZCXkm1P6yatAMm1mFWxx9ggtGszME7FuPU+vXr+6NF/k7iW41v3y677KJ9o2Hcetxxx6nOnTsHrolx8bnnnhs4Dr9MDCRAAiknIC8qBhIgARIoWQKiUeHI8kt4tfT8iTaU06xZM0fM5jjdu3d3RJPBEW16TxyTRmwaeuonk/OOdJA8cTfddFNHtOKclStXOmKawhEtCUcGXJ440uH15IMfDRo08MQx1xTBhSP2zh1xtunIxL8jZk888VB+mfR38xPtf8955COTdI6YDdJxxPeAI5PTDtKZa5jt888/7+aDnWOOOcYTRzrBnvNx44CruYbZSqfREe2WWH/ikNm9rtiCDuQlHVNHNFF0HFlO7MiEfCCOOMBy88DOG2+8EYgjGiueOOYHrm/Kja047DOn3G2/fv08cRBPJrUd8TPhyOSJIw6aA+dNniIgcvMxO2Iv1BNfOuCO2NZ0xPyFI8tvTbRAXU866ST3nH/HXM9sZYLLH6XafovGv6e+poxgjTbZo0cPzVEGUKHPLtqsaIm75U9725QJmgAvGSS69cdOnPZrEkyePDmQn7kHV1xxhYkW2E6dOjUynZhdC8Q3B+KUXxy/BvKWlUwO3gFoq2LGzdlpp50CcVBupPWHuG3q7bffDuSJ929YiPNuCEtXFcfwLjD3EFtZsVHwZZN6/6Igce4H2r5dB+w/+eSTDto3/sTvhCOrUAJxRAAcqGu29hDnmRRt/MC1xHFyrO+Y+d7JxIouW5LvKHzjbU7iiDFQf3PAjod9/3dAJpwcEZx78kO8bbfd1jnzzDMdUZwI3Ds7T3Mdsx00aFAgr8svv9yRlYm6z2XipaXd4V1h88C+rPwz1cxrm+SzUmrtDkCytU0bWlV/q+KUrbq+Vf6+Lvt///+kJDWmQo5JtT9RPHNEWcjzfsBYrFOnTs7YsWOdhx56yMGYzz8+84+94nyrkvhWiy85T1nxLuvbt68jWv8uaFkVoMfQ9jsP4zsGEiCB9BOApJKBBEiABEqawJQpUxwxZxHo0Ngdl6h9TOSKc8xA/dBpw0SvPx2u45/4RxyxiehMmzYtkE9UZ9Wfr/+3OHX05CVaLo7YjQwtzx577JGx/mK2xpNXnIFPnDhhAgB/PTL9Fq0Tt1yo33777ReoH9KLxnDocX/nGZklLQDAxBAESZnqgXNiw9aBkMiOFyYAENvpnjh2/CuvvNLlkZYBIAZY/kksu86Z9tH+XnzxRZeJ2Ulz24wzAIzTNg0rTPqFva/AHRMuUUE0rR1Zoh76rGJCLyrEKb9o+ztivi00b//zICuzPPHCBABx21RaJiKLIQBI6v2L5yLO/YDQ23+v8RuCQf89t+NB2O8P2dpDnGcyTABgXzfOvqw0cIuW1DvK/+4sRACAwj3zzDNOjRo1QtmbOsrqntBvnlu5v3fElnVkPpjoMoLbtLS7YggAgDKpZ6XU2h3qlq1tIo4JVf2tilO26vpWsf/3P0WbsP5fUmMq89wl1f5GjBgR+T4071Z7C2HsZ599Zoqht3G+VUl8q99///3I/h0m+SEUDhtTQzmDgQRIIP0EaAJI3tYMJEACpU1AJmjVgw8+qJ2H5lLSww47TMmAWDu89KcTDQklE2QKfgbsIBOarnNMc3ydddZR0onU5mnMsagtbCwi70xBBibqrrvu8kSBvW7Y/Peb3kB5sIwUWwTUCUs67SCdaPtnSe6jfnCOddZZZwXKZ5soMCePOuoojxNJczzpLcw7gZ9/qbB9nRYtWijRWNUOV+3jfvM3OCeCHTuKZx92ONMW8LzKwEi1atUqp6qJ9q1+3o844ohAOrbNAJLIA/AjAlM//gAzPDDlExXw7OK96g9oDzDjU0iA7VuYdpFBZmQ2uP59992nTj75ZE8cmVj0/MaPSmtTAQAJHEjy/RvnfuA7GNa28Q6UVW26RnhObr75Zk/tYEM5yuaxJ2I1/yjWO6rQasE8oqwI1A6Bw/KCc8cnnnhCnXHGGZ7TeD78AWYvbNOJ9nkZHrv30T7O/SCBpJ6Vcm93/Fax/2daR6b+n4ljtvmOqUz6pNofTKfJanJtWsfkHbVF/2v06NHaF0BUnKjjSXyrRWlMO/yFA2N/mD9/voJjZTOmxHn0u2RVZKiJTn96/iYBEih/AhQAlP89ZA1IoCIIyBJ27bQITkZr1qwZWWcMcEXrX4kmg7ZPGtYBMolFo0qJRoY64YQTQge6sLmK68I+f9hkhsnH3qJjCx8EKCcmOOyAcospGO2UCY42/QG20MU0R+gEnGhGqiFDhuhOXceOHT1JMeCHvd9SDxCkiGklbU8fk4y4V/4AR4awIw+GiF8VAeXA8zJs2DBtExMOv2AHE5OTsP0PvniOMOlhB0yW+kP79u31vfdPqMDxaqZn0Z9POf0W81b6mcazi0mjMMGIqU+dOnVUly5dtHMy0XY1hwNbts0AksgDYbaV8S4Ja192JqJ9bP/U+7JKJ+P9CySIOADn5WLWS/trscuBgSYcu8MxHdpKnFCJbSoOl1zjJPX+jXM/cJ8xAQKfPPb9R5nxXRUNWPXRRx9pfznw+2KHOA5q7fjVtV+Md1QSdUH/R1Yr6u8Q2jj6GmiPsqJPyQo6PckT51sG4S5svItGrqdYuLewVS3mEj3H+SOaQBLPShraHb9V0c9IuZ4pRv/PZlHImMrkk0T7Q16wpQ+FLChi+X0d4Ty+dYgDJ7thzzrixAlJfKvRl4OvgquvvjpyzIx3OQQkqBN83jGQAAlUBoHVsMihMqrKWpIACaSJgNjp1wIBaDPI8n7tNBYT7HA2GzYxG6fucCaIjhAcDW+33XZ6kIvOZ6aA68nScTfKxRdfrAYOHKh///XXX2rWrFlKloGqhg0bxtYGwWsZGhrovMkye63hG6WJ5164DHdkqasSm+Bqzpw5uoMK5pgg9q+CKJWq4fn6/vvv3eJAgzlqEhPP5IwZMxQ0WjGBUq9ePa1l4yZO8Q7uKxx8Gk0jaP7BqTPuLTjkE9g286FWGmnEBJt+r8IB6f7776/ElnVeBavkNpUXsCyJCn3/xr0fiDd37lz9vcY7Ht9Mv1AgS1HL4nQ+76jqqhhWIEIQawL6F1Er1NAfwbsc3zO0XQjw0irMNjyKvS3kWWG7K97d4beqcLaF9v+KMaby16qQ9mfywvgOE/0Y42HCHkJR9HGL8W0r9FuN9Hi/mxV4Ys5Uj3GLVV7DiFsSIIHSJEABQGneF5aKBEigTAhk6qyWSRUqtpjiWFnBvA86wUb4IPYxlTiwDDARB5BaSGHLzMU3RagZlUBiHqgWAmyb1YKdFyUBEqgGAuJjRr366qv6e4ZvGv6aN2+uxOF2oDRQVLjjjjvc41i5BTN3DCRAAiRQnQTYb6tO+rw2CZBAJRBYsxIqyTqSAAmQAAmQgJ8A/D8sXrxYzZ4923MK2jxYFmuCOEzVmv725L84Wgy1vW7ScEsCJEACJEACVUUAZuvefPNN/WeuCfNKMM1mm2XD76FDh5ooervvvvt6fvMHCZAACZAACZAACZBA+ghQAJC+e8oakQAJkAAJxCAA+5dwhApb1XaAk2X4ImjUqJFavny5eueddxRWANjhkksuoRkEGwj3SYAESIAEqo0AvmX4ptmCany74AMA9qBhznDBggXap5FdSBzv1q2bfYj7JEACJEACJEACJEACKSRAAUAKbyqrRAIkQAIkEI8AnPzCYeLXX3/tSfDpp58q/IWFrbfeWjvWCjvHYyRAAiRAAiRQ1QRgmx+OHK+77jrPpVesWKFeeuklzzH7R+/evbXTe/sY90mABEiABEiABEiABNJHYPX0VYk1IgESIAESIIF4BLbaais1adIkdfzxx2d1PgznxOeee65eEZCvo+l4pWIsEiABEiABEsiNwLXXXqsGDBigIKTOFrbffnv1xBNPqIsuuihbVJ4nARIgARIgARIgARJIAQE6AU7BTWQVSIAEqo/Ayy+/rH766Se3ABhUN2jQwP3NnfIhAI3/iRMn6tUA8A2wdOlSVatWLe0gGM6BmzRpEupQsXxqWFklZdusrPvN2pIACfyPAPzWjBs3Ts2dO9f9nv3xxx/ut6xu3brq8MMPV/Blw0ACJEACpUKA/bZSuRMsBwmQQFoJUACQ1jvLepEACZAACZAACZAACZAACZAACZAACZAACZAACZAACVQ0AZoAqujbz8qTAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmklQAFAGm9s6wXCZAACZAACZAACZAACZAACZAACZAACZAACZAACZBARROgAKCibz8rTwIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkkFYCFACk9c6yXiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAhVNgAKAir79rDwJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkEBaCVAAkNY7y3qRAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAlUNAEKACr69rPyJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACaSVAAUBa7yzrRQIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkUNEEKACo6NvPypMACZAACZAACZAACZAACZAACZAACZAACZAACZAACaSVAAUAab2zrBcJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkEBFE6AAoKJvPytPAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiSQVgIUAKT1zrJeJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACFU2AAoCKvv2sPAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQQFoJUACQ1jvLepEACZAACZAACZAACZAACZAACZAACZAACZAACZAACVQ0AQoAKvr2s/IkQAIkQAKVSMBxHDV37txKrDrrTAJFIzBjxoyi5c2MSYAEwgl88cUX6tdffw0/yaMkQAIBAnPmzAkc4wESIAESIIH0E6AAIP33mDUkARIgARIgAQ+B3377TTVv3txzjD9IgAQKI3D11Ver119/vbBMmJoESCAnAs8884zq379/TmkYmQQqmcABBxygoAjCQAIkQAIkUFkEKACorPvN2pIACZAACZCAHvj98MMPJEECJJAwgWXLliWcI7MjARLIRoDfs2yEeJ4E/p/A8uXLKQD4fxzcIwESIIGKIUABQMXcalaUBEiABEiABEiABEiABEiABEiABEiABEiABEiABEigkghQAFBJd5t1JQESIAESIAESIAESIAESIAESIAESIAESIAESIAESqBgCFABUzK1mRUmABEiABEiABEiABEiABEiABEiABEiABEiABEiABCqJAAUAlXS3WVcSIAESIAESIAESIAESIAESIAESIAESIAESIAESIIGKIUABQMXcalaUBEiABEiABEiABEiABEiABEiABEiABEiABEiABEigkgisWUmVZV1JgASSJzBt2jR10EEHqaZNm6rJkycnfwHmWBCBv/76S3Xu3FlhGyeccsopqkWLFnGixo5z1FFHqRdffFHdeeeduiyxEzIiCZQ5gTFjxqhhw4apjz/+WC1YsEDVrFlT7brrrur0009Xp512mlpjjTUKrmEptPGCK8EMSCBBAm+++aY68MAD1aabbqq+++67BHMOZrV8+XLdB/rmm29U69at1dChQ4OReIQEyozAn3/+qR5++GH1+OOPq08//VThOW/cuLE64IADVMuWLdXee++dWI3Gjx+vRowYoa+Da9WoUUPttNNOapdddlEXXHCB2mOPPRK7FjMiAZsAnvPFixerrbfe2j7MfRIgARJILQEKAFJ7a1kxEig+gfnz56uTTjpJ/f7773pgUPwr8gq5Epg7d666++67YyfbeeedExUADBkyRE/+xy4AI5JACggsWbJEtWnTRr3yyiue2nz11VcKfxMmTFBPPvmkGjVqlFp33XU9cXL9Ud1tPNfyMj4JFJPAsmXLVLt27WILvQstS5cuXdSHH36os/nhhx8KzY7pSaDaCSxatEgdeeSRaubMmZ6yTJw4UeHvhhtuUA899JA644wzPOdz/fH555+rjh07qpdeeimQdOnSper1119XDzzwgOrUqZO66aab1Prrrx+IxwMkkC+BN954Qz9bHTp0oHJSvhCZjgRIoOwIUABQdreMBSaB0iCAjjkm/9FJR9hnn31Ko2AshYfA+++/7/ldlT+g0YXJEQYSqCQCq1atUieeeKKaOnWqrvY222yjzj33XFWvXj09+Q+NSkwYjhs3Th122GF6C03lfEN1tvF8y8x0JFAMAtBSPuKIIxSEYlURnnjiCfXII49UxaV4DRKoEgJoQ9DwN5P/0L5v1aqVql27tnrttdfU6NGj1S+//KLOPPNM9eOPP+oJ1HwK9uuvv+oVMzNmzNDJN998c70yrn79+mrlypVq+vTpelXAH3/8oQYNGqQgXMNqOgYSSILAs88+q4477rgksmIeJEACJFBWBCgAKKvbxcKSQPUTwOTW9ddfr26++WaFpZMmUABgSJTW9oMPPnALBDM8u+++u/s7bGejjTYKO5zTMQwOe/XqpQYMGFBlWpg5FZCRSaCIBPB+NJP/MKc1duxYtcEGG7hXvPTSS7VAABOHiNezZ091zz33uOdz3amONp5rGRmfBIpN4K233tLtas6cOcW+lM4fK3nOP//8KrkWL0ICVUUA36+PPvpIXw4mIR999FFtkgcHoK0PreljjjlGT/5ffPHF6vjjj1f//Oc/cy5e9+7dlZn8h9AOCiP/+Mc/PPlccsklWqCHFXX4XkIQAcUjBhIolABWipmw2mqrmV1uSYAESCD1BOgEOPW3mBUkgWQIOI6jO+iwydmnTx/P5P+WW26poOXKUHoEzOTgmmuuqQ4++GCFe5Xpb7311iuoEtAQg5Dhlltu8TwjBWXKxIkTwIBnk002STzfSs8Q70nYTUZAW8KkhT35j+Noi4MHD3b5Y4Llt99+w6m8QlW38bwKWUGJClnNUUGYEqvqihUrFCYi4Yeoqib/0c7PPvtshUmkDTfcMLG6MKP8CfB7lj87k/K///2vK4zedtttPZP/Jg7a2WOPPaZ/Qjv/3nvvNadib5HOfCfxvoRmv3/yH5mhL2nnD3NADMkQgLIPJ76TYclcSIAESKCcCFAAUE53i2UlgWoiAAddWAYMx5Xz5s3TpbAHW9T+r6YbE+OyZnIQjkfXWWedGCnyi4IJEdhpbdasmXbkhlzgT4AmgPLjWexUa6+9dsA+fbGvWQn5v/POO9rMD+oK7X+YTQgLEAoYx4ZYMQMHwfmGqmrj+ZavktLdeOON2vlsJdW5Ous6bdo0tdtuu6k77rhDrzZbffXV1ZVXXqmF3MUs18CBA9XkyZMVroeVbiZwQs2QqNrtCSecoHr06FG1F03h1eCX5ueff9Y1w+oWOOMNC1gBACe9CJigx8rgXMK7776rILhDgBmWLbbYIjI5rmVs/7/33nuR8XgiNwJYfcj3VW7MGJsESIAE0kCAJoDScBdZBxIoIgGYr2jdurV7BWi1XnHFFQraQWeddZY+3rhxY/c8d0qHwNdff+36aNhrr72KWrC//vpLweGvCbB5DrutsHduAgcbhkT1b3Evdthhh+ovSMpK0KRJE/XNN99oEwphGo12dWFrGWGNNdZQtWrVsk/F3q/KNh67UBUcsUGDBhVc+6qv+nPPPafmz5+vLwwzJNBMbt68uWuXvxjfHJhHgZABAZPOBx54oN7nv+ojUKdOneq7eIquDDNaJhx++OFmN3R76KGHqk8++UQtXrxYTZkyRWWLb2eCbx/83+D7la1vCiEb/AOgnX/77bd6tRwUGBgKI4DV3NUVYD72qaeeUqNGjVKfffaZVprAmBL+H/CHsWWcVeVQfkA+2MKvEp4LKFbgr3379qGC4JdfflnBd4vtJ2bkyJGuOSqYndpxxx0DaN5++239XZk9e7b6+OOP1cYbb6waNmyo/zDeyWYGC0oed911l4LwC3WG0pSp7wEHHKBgbitbwLXhgwPXxx+caKNtoC+PvzZt2tAfXzaIPE8CJKDwAmIgARIggUgCMtnvyLvSkQGWI4Nd58svv9RxxY61Po5zYls+Mj1PVB8BWbnh3iOZnHcL8tNPPznSAXVkGbZ7rNAd5IVnQQaBjtiIdbO7//773TJI59c9zh0SqGQCIiRw1lprLd02xKRC3iiqso3nXUgmJIEiEbj66qudzTbbzJGVF444JHWvsvXWW+u2VbNmTfdYEjviuNQRIY/OWyaZHDHd5chEjPuNkwmYJC7DPEigWgiIVr9+lmXS3fn9998zlkE0/93n/rbbbssYt5CT4vzXEUGevpasKi0kK6YtAQIixHFkRbL77GDc4P+TFebO8OHDI0srAgT9zjd9KH96/BalCmfMmDGBPG6//fbA9ez0r7zyiicN+mr//ve/3WfQjmv2xYyVI6YcPensH3feeacjih4ZrysrXRzxdWEnc/cxvurbt68jAo6MeeAaIsBwZEWOm5Y7JEACJOAnwBUA8vZmIAESiCYA0zHQCoJmq61NB1MXJtAEkCFRWltjGgSlgkYLzFPIhLz64osvtPYJTALBfIJ0blXnzp099zfXmkBLCxoyeE4YSIAEoglAi7Fly5au2YTTTjstOnKWM1XZxrMUhadJoMoJQGvy8ssvD/jZKFZB4LB75syZWtPUdo5arOsxXxKoSgLQTEaA6TqZXM14aWhsmwBt5GIFmBiSyQudPVcbF4ty1eQL3w/HHnusmjVrlr4gNN/h2Bla7HivijKZgpa7CH20yVmYfoKJKH9Amueff14fXnfddVXbtm211r8IaBXGpjLxr1eLYPU6TLR169bNzQJjHpi3wuoVrFxBgF8Ls3rP1uTHSgWU14x3ofWP31i1IgJn9eabb6oJEyZoXzAYR2EVAvyf2WHcuHHqoosu0ibqkB7xsPoCq6YnTZqksCIBZrewmg3OsN9//307ud4/9dRT1dNPP633sbIU5njr1aunzbpiPAczvbg2yov67rnnnjpOICMeIAESIAEQ8EsE+JsESIAEshGANoJ0zLQmwvbbb58tOs9XE4GTTz7Z1RYRh1/uPl79/r9mzZo5skQ18ZJyBUDiSJlhGRJ49dVXHWhMnnfeeY6YUdPtT5wBO/bKnHyqVQptPJ9yMw0JFJNAMVYATJw40dUCtTWeuQKgmHeSeVcVAZmEdPuFe++9d9bLTp8+3Y1/4oknZo2fTwQxEeTIpKm+DlYl2KtL88mPaaqXgEyYu8+M+AcLLUy/fv3cODLZHogjZkXd8+Ik2hFTPoE46G+JUEHHw1h10aJFgTjihNrNJ2p1cp8+fdw4aBNicieQj5ggcsz4Chr4aBd2wKpojLfwHIelF3NYjvjAcK8jfi7s5HqFmb0CRhx1e87jhwgTHKyGM+M6EVAE4vAACZAACRgCdAIsb0sGEiCB3AhAQ8M48KL2f27sqjK2rUkCm6twynvhhRcqaC7KBIaCVolZ1SHLXhWcrcmy76osIq9FAhVBALZZZfJfO0xcuXKlrvN1112nLrjggoLqzzZeED4mJoFYBGTSRZ199tlaExk+BmyN0lgZMBIJlDgBaDSbAK3qbMGOY75p2dLkch7lOeqoo7SmNdJBixoa4wzlS0AEOG7hRWjk7ts7Xbt21T7msCoAKwHEzJp7Gs+ZcfaN5w+2/MN8WR100EF6nIOEGKtilViuYc6cOap37946GVYiQEP/X//6VyAb1ANO4RGggY8+nUyy6d/Q8scqAYRGjRqFpt9www3Vtddeq1eVYYxmr+pEOvhSM/mJ+SLZoosBAABAAElEQVQl5oZw2BMwjuvVq5e7Eg6rAUwaT0T+IAESIAEhQAEAHwMSIIGcCZjlkEhIAUDO+Kokgdj5V/PmzXOvBcdWENwMHjxYnXHGGQq/4fhKNGVcR1lYgnvTTTe5abhDAiRQOAEsS4dj4C233FJhsGeCaGxpE1wzZswwh3Laso3nhIuRSSBvAhDewWEpTDiI5qgrOM87QyYkgRIjgO+JCTAPmS3YjniTFgD88ssv2vQLJjIRjAnLbGXi+dImYJvXGTp0qGdy35Qczx6c24o9fD0+sZ8zmNNZuHChjgpTOmHOek0+cEoNE7YIsmogZ+Wml156yTXTCOGTaOmbrANbOC02TpUxPv700091HJhGRb8PASZS7bGzPvj3PwgN0IYgdGjXrp19SnXq1Ek7OobSFhxnRwVZUarq1q2rT8PUEpW5okjxOAmQAAUAfAZIgARyJvCf//zHTUObnC6KktqpUaOGQgcWNv+HDRumNf6Ntr9d0AMPPFCJGRL3EAQAsEfJQAIkkAwB2FJetmyZWrx4sdZmxCAPmo0IELpBWy0fIQDbeDL3h7mQQCYCmPA39pfFmaPWTs0Un+dIoBwJ2Db/MYGYLdhx4ggMsuVnzn/33XfqkEMO0ZO/OAZfA7ANb684MHG5LS8CmJQ34xAoIDVs2FBrrsPPHLTnTRBTOmbXsxVzP+7vOKtBzPgUec+fP99NG2fH9mtx9NFHZ0yC8po+HSLaaWHXHwGKICgzVoNiFfbSpUv1cfwDEwgLwkL9+vUVVhlAaSsqDvqWI0aMUGg7Jtjt0xzjlgRIgARAgE6A+RyQAAnkTMBoMaDTA2dDDKVHAFozLVq0iFWw448/Xi9PhTmRVatW6ZUCpuMcKwNGIgESiCSA9yQ0hxEw0MMybziwgyM3DNqwzP2KK67QS8wjMwk5wTYeAoWHSCBBAtBEhUkKhJNOOkk7cEwwe2ZFAiVDYIMNNnDLgsnKbMGOY75v2dJkOw8nxJhINc6IYXJl8uTJoaZTsuXF86VHoFatWnoVstj/1xP+mNC//vrr9R+c20JA0LJlS736Q+zqBypgNOtxonv37urKK68MxLEPwPSpCUi70047mZ9Zt1DUMGG77bYzu5FbPKsmwMGwCVjpCQGH2PZXmJQfNWqU/kNfEONnPO9wVgzHwtnC999/r6ZOnapXCqA+4Idr2cIEkwdNABkS3JIACfgJhIsb/bH4mwRIgAT+JoBOv9FWxfJKcWhJNikgIM603FqY++se4E7qCMCuqtFMSl3lyqRC0CY278/x48frFQLFLDrbeDHp/i9vmCUwk1fFvxqvUEwC0BrF/YRplM0220z17dtXC+sgsLP/7EkmmF0w57iSrph3x5s3VjFiYo0hfwK2eTr7mY7K0Y4TNlkblS7qOEyk7L///u77ExOimDi1J1aj0vJ47gSaNm2ae6IEUsDczdixYwOT8fCzglUBZ555pja3A1v/9qoAXNr+tn777bdKnPtm/LPNWtkmUeNUw6w2gGmdrbbaKmsScTzvxvniiy/cfZgAeu2119TZ4kPGNmeECXpxGKzE0bASB8OqQYMGAfv/JpMvv/xSdezYUeEaxx13nOrZs6d64IEH1Ouvv+5O/mOlTFKCOHNdbkmABNJJgCsA0nlfWSsSKBoBaImbpYW0/180zFWeMTqPJtjLSM0xbtNFAM7JbIds6apdedQGGm+77babmjZtmi4wBrdxBpr51o5tPF9y8dNhUgy+VurVqxc/EWOWJAF8B40DR2hexrmnzzzzjMIfQrNmzdSUKVNKsm5pKxQE2niPnnrqqWmrWpXVByZ2YKMdvi6MnfVMF7fjGDvnmeJnOjd69Gi9Ig62/xGgBQ4Hr3C+ylAcAhC4oB8YZVamOFf9X64wqYM/rCbHakiYeIJpWZQHAYpmt9xyi54gh91/oyhhPw/XXXedFsz+L8fs/+OYDLJzQf8MAgaMdyHMtQVkdjyzj2+ECf6JeJT7oYce0s6CUZ8JEyaoSZMmuZP3SDdr1iwtABs+fLjCqmwT0B5hJtIWKsARMPqOUOqAGSWs2MYWggQIFRCMqSWTD7ckQAIkYAhQAGBIcEsCJBCLgDH/g8gUAMRCVi2R0GmFhgz+ateunbWjbHcuMznWqpbK8KIkUCYEfvzxR62lBtMhGLRlchyHKtnnV6xYkVMt2cZzwsXIJEACJEACGQjA3jgmHCHIRN8RJluigm2OpZCxwD333KMuvPBCd/IXGuJYHRdlBz6qPDxefgQwcY0/TOZjBQAmxeGw99lnn1XQkH/55Zf1MWi9I2BsAt9mCEhn293XBxP8t8MOO7ir3RcsWKAn3DNljzgmRLWbTTbZRK8qw8oy1A9mgZ577jl13333aWEDBGAwiWQLACDUNOMzrIq59957I03v2qtyjDDFlIlbEiABEjAEKAAwJLglARKIRYAOgGNhqvZIV111lerfv78uBzrXvXr1ylgmaK2aABvlDCRAArkTGDBggB7AIeWtt96qLr300oyZQOvLhD322MPsxtqyjcfCxEgkkBcBaG3CfnO2gJUCQ4cO1dEwgXrCCSfofZouyUaO50uNQJMmTdwJVpgtgfPRqADzIyYgXT4BDrYx4Y/JUGgs45sJZ6cM6SSwcuVKbbMewiXY+7cDNO4x2Y2/fv36aTM3OI/VAbYAwKTB5Hk2AQBWrMMsG2z4b7755jlpxUMAYALMokLjPlP46KOP3NP2arGvvvpK2+yH/wF7FSaed0zo469z585amx8rDj788EP1zTffKKyqgVAENv8RYGYLbdKshnAv9vcOFELgDNgE/GYgARIggTAC9AEQRoXHSIAEIgmYFQDrrLOOtlkYGZEnqpXAYYcd5l5/zJgxeoDlHvDtwEyBEeygk8oVAD5A/EkCMQnYg9psNqlhsgIrBRBgeiFXMwps4zFvCqORQB4E4BT1hhtuyPp38cUXu7nDDINJc84557jHuUMC5UAAjq5NePTRR81uYAub5K+++qo+DrMj9kq2QOSIAzNnzlQdOnTQfVOYoYEwgJP/EbBSchgma+D49phjjtGrTKKqdeSRR7qnbFNT++67r3scfj9sG//uib93oE0PAQHSoG9lO/VFFHuFid/XAM7vt99+2OgA/y+ZNOohIIBpHwSYCjr00EP1Psz5bLPNNlrYgfJGBfiYMatoIAyD0AAB4zL8RkB5oib/cR6rJmy/M2F1QjwGEiABEqAAgM8ACZBAbALLli1znTBBW3WttdaKnZYRq5YAHHyhU4nwwQcfaNuTYSVYunSp6tSpk3sKmjd2xxgnMNh799139Z9Ziuom4A4JkIBLAJqQMLmFgMHboEGD3HP2Dt6lcApnBndhKwWgwWXaHbarVq2ys1BJtnFPxvxBAhVEgN+3CrrZrGpGAujXQyMZAROKjz32WCA+Jlbbt2/vfo8uv/zyQJxs3y4kgNkfo6WMFapw/sqQbgJGwIS+zI033hhZ2fHjx7vn7JWR6F+dfPLJ+hxMVUFgFDXRDSfCS5Ys0XExIY/VWXaw/QlgHOQPWHUAM44ImODH6pSwACFE165d3b5cmzZtFBTkEFq1auU6/oXTXnxrwgL6g3B4jQBfHFDEQjB9Sex//PHHejUD9v0BqwRgVsgO8KPAQAIkQAKhBGTwyUACJEACsQhMnDgRqgj6Tzo8sdIwUvURkE60I8tM9f0SDStHJvod0Th2RJPFkY6xM3LkSEc0Y9x7Ko7XQgt7/vnnu3Fk4BcaJ+rg/fff76a96667oqLxeBUTkKXYjmgTVfFVK+NyskzbESGafu7XXHNNRyb3HRGc6crLQNORlQGOaPy77UIGp7pN+unIMnA3Dt67ohXmj+Ik1cYDGfNAXgSOPfZYZ+zYsXmlZaLkCGy99da67dSsWTNrpoV835C5TMy47VQmf7JejxGSJyCm15xu3boln3EF5igTkZ5+Y58+fXS/UUypOGL2x5FJUfd5F+1qRyZgA5SyfbuGDRvm5oG+Kfqe4hQ21p+Y3ApcjwdyJ4A+Sti9yz2n+CnEb4QjK6vce4/xhJhBdPBsoSzoJ11zzTUO+k3o8yCumMXxXEAm0XXf1YxFxbmvI6uYHfG/5IhAyRFTPE7btm3da6CfKyvXPXngh0yau3FwHTGp6MgkvzN37lw3rpjjcftyuB7ylZWbjkyuO3gORevfkRXTbj5iasj54Ycf3PTYsb8vdevWdUaMGKHT4pwIDxyMq2VVhJuH/R5DfewxmgglHDGJpK8PXuLw17ntttscMQ/kpjdcxPwRLsFAAiRAAgECkFgykAAJkEAsAhgImM6FLA+OlYaRqpfAzTff7OnA4v6Jdop7H8397NKliyNaOaGFtTuwFACEIiq7gxQAFPeWDR482JEVUp52FtbuMPkvdltDC5NtEsUkSqKNm7y4LYwABQCF8UsqNQUASZEsj3woAEj2PkFILRrSnu+X/3smds4dseUeeuFs3y4IDkzfM9etmIQJvSYP5kagOgQAKKGsLHEg9LHvO377ny/xoeJgAj4sTJ482RF7+p48oOxkBAcmb+T5wgsvhGXhoA/szwPp0Hezw1NPPeVAkGzyxNZ/HRzbddddtTDYTov93377zYGQwk6P/bD+4GWXXRYQykBAYBS5TB4QWGy88cZuniiPrHjQAgwTR5xr+4vC3yRAAiSgCdAEkLwpGUiABOIRMHbiEbtx48bxEjFWtRLo2bOngrOs5s2bu+UwS0Ol06hgs1i0sbSpEvxmIAESKJwAzBvAmZuxBYscTbvDPpZ2P/LII2rSpEk52/5Hejuwjds0uE8CJEACJFAIgVNOOUW9/fbbCvb9jUlIY4KuRo0aCn4vcF4mRvO6zOzZs/NKx0TlTwBmceBLrnXr1q5TXtjXN88X7PXDjA7GmxifhIUWLVoo+JDo2LGj2nTTTXUUmdVyTUrhmYVJKVldoGx/AnZeMLWD/heecREUuKf8vgLgCBvXQpuQiXcdz5iuwg/Y+O/du7eukzHd42YmO2gvMomvREipfT2Zc6Y/iPONGjVS8BfQv39/JcIQE0Vv4etJVjho3wnmBGz9y4oHnTfGdhjjwXwrmJoQZr7LnOOWBEigsgmsBjFAZSNg7UmABEigMggsX75cffLJJ2revHmqTp06CrY10QlmqDwCsOOLwfuKFSsqr/JVXGMM1DDhgXaHiX/RFFObb755UUrBNl4UrLEzhd3gc889V8lKgNhpGJEESKAwAgMHDlRwFopJNoZkCYimtPYjBfvlYsJE2ycX7eNkL8LcqpwAFH7E9E5gwrkqCwLb9/ArhmcL5cFE+FZbbZVzEeAPAJP06M/iGcUfnPHGDaKlr8T0j/abBgGEfxLe5IMps/nz52ufACgvxlHwLRAV36QzWwgO8J5CfeGfQFbRqAYNGuiJfBMnaotrIx36keC2884767ZIxa0oYjxOAiQQRYACgCgyPE4CJEACJEACKSVAAUBKbyyrVa0EKACoVvy8eIUSoACgQm88q503gVIQAORdeCYkARIgARLIm4B3nVHe2TAhCZAACZAACZBAOREwS/vLqcwsKwmUOgG2q1K/QyxfGgmw3aXxrrJOxSIgduWLlTXzJQESIAESKGECNPhcwjeHRSMBEiABEiCBYhCAzdO+ffsWI2vmSQIVS6Bly5bq4IMPrtj6s+IkUB0EdtttN3XEEUdUx6V5TRIoSwJh9ubLsiIsNAmQAAmQQE4EaAIoJ1yMTAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQALlQYAmgMrjPrGUJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJJATAQoAcsLFyCRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRQHgQoACiP+8RSkgAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkEBOBCgAyAkXI5MACZAACZAACZAACZAACZAACZAACZAACZAACZAACZBAeRCgAKA87hNLSQIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAI5EaAAICdcjEwCJEACJEACJEACJEACJEACJEACJEACJEACJEACJEAC5UGAAoDyuE8sJQmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAnkRIACgJxwMTIJkAAJkAAJlD+BP/74Qw0ZMqT8K8IakEAJERg6dKj66aefSqhELAoJpJ/ApEmT1KxZs9JfUdaQBBIiMHDgwIRyYjYkQAIkQALlRIACgHK6WywrCZAACZAACSRAYNWqVapnz54J5MQsSIAEDIEXXnhBvfbaa+YntyRAAlVAYObMmerhhx+ugivxEiSQDgI9evRQf/31Vzoqw1qQAAmQAAnEJkABQGxUjEgCJEACJEAC6SHw559/pqcyrAkJlAgBtqsSuREsRkURYLurqNvNyhZIwHGcAnNgchIgARIggXIkQAFAOd41lpkESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAEshCgACALIJ4mARIgARIgARIgARIgARIgARIgARIgARIgARIgARIggXIkQAFAOd41lpkESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAEshCgACALIJ4mARIgARIgARIgARIgARIgARIgARIgARIgARIgARIggXIkQAFAOd41lpkESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAEshCgACALIJ4mARIgARIgARIgARIgARIgARIgARIgARIgARIgARIggXIkQAFAOd41lpkESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAEshCgACALIJ4mARIgARIgARIgARIgARIgARIgARIgARIgARIgARIggXIkQAFAOd41lpkESIAESIAESIAESKDkCKy22molVyYWiARIgARIgARIgARIgARIoLIJUABQ2feftScBEiABEqhAAquvvrpq2rRpBdacVSaB4hHYaKON1C677FK8CzBnEiCBAIG1115bNWnSJHCcB0iABMIJ7Lfffgr9QAYSIAESIIHKIrCaI6GyqszakgAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkED6CVD0m/57zBqSAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAlUIAEKACrwprPKJEACJEACJEACJEACJEACJEACJEACJEACJEACJEAC6SdAAUD67zFrSAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkUIEEKACowJvOKpMACZAACZAACZAACZAACZAACZAACZAACZAACZAACaSfAAUA6b/HrCEJJEZg2rRp6uyzz1aNGzdWG220kapVq5baZ5991E033aSWLFmS2HWYUdUQGDJkiNpyyy3132effZbIRb/77jt19dVXq5YtW6p//vOf6h//+Id+Rnr06KEWLVqUyDWYCQmUC4ExY8ao448/Xu2yyy5q3XXXVdtss4068sgj1aOPPqr+/PPPRKsxb9481b59e9WoUSP9fq5fv77+/dBDD6kVK1Ykei1mRgKlTODNN99Ua6yxhqpZs2bRi7l8+XK1xx576O/o+eefX/Tr8QIkUBUE8H164IEH1KGHHqrq1KmjNt10U3XEEUeo66+/Xr377ruJFmH8+PHq9NNP12MLXGeLLbZQBx10kOrYsaP64IMPEr0WMyMBmwCe86+++so+xH0SIAESSDWB1RwJqa4hK0cCJFAwgZ9++kl169ZNPfjggyrqlbHtttuqyZMnq3r16hV8PWZQfAKzZ89We+21l/r111/1xebMmaN23nnngi48btw41aFDh0hhUI0aNbSw6NJLLy3oOkxMAqVOAALRNm3aqFdeeSWyqK1atVKjRo3SgoHISDFP3HrrrerKK69Uq1atCk2x3377KUyyYHKFgQTSTGDZsmVq3333VXPnzlWbbbaZglC6mOGss85SjzzyiL7EqaeeqkaOHFnMyzFvEig6AShrQFA9c+bM0GutueaaCoLlM844I/R83IOff/65nuR/6aWXIpNAkNepUyfdd1x//fUj4/EECeRK4I033tDPFsYtnTt3zjU545MACZBAWRJYsyxLzUKTAAlUKQFo/T/zzDP6mhtuuKHuMGHy+IcfflDPPfecGjt2rPryyy+1xg468tA8ZShdAr///rvWtjKT/0mUFJMebdu2dbNq2LChwgRn3bp11UcffaRGjBihvv32W9W9e3e1dOlS1a9fPzcud0ggTQQwCX/iiSeqqVOn6mpB6//cc8/VwlFomj3++OPqww8/VBCYHXbYYXpbyMQ8JmIuu+wyfa111llHYRISE/4LFy7U72dc66233lIHH3ywmjRpktauTBNv1oUEDAFo40NLGZP/VRGeeOIJd/K/Kq7Ha5BAsQmgDWEFp5n8x+oW9OVq166tXnvtNTV69Gj1yy+/qDPPPFP9+OOPejyQT5nQ/2zdurWaMWOGTr755pvrfinGDytXrlTTp0/X/cY//vhDDRo0SI83hg0bls+lmIYEAgSeffZZddxxxwWO8wAJkAAJpJ4AVgAwkAAJkEAUAel4Y5WQ/pPJXEcm+gNR7777bjeOmAQKnOeB0iIgk4Xu/TL3VlYA5F3I//73v44s2Xbz7Nq1qyNCBk9+olHmiFamG2fKlCme8/xRtQT++usv55NPPqnai1bI1cQElvuct2jRwpEVVJ6ai4DAkckTN855553nOZ/LDxGmOWJaSOe18cYbO7LiwJMc7VBWIrjXuvDCCz3n+SNZAiLsTDZD5habgJj9ccTUlvus49smKwBip881ogjYHBHcea4nwrdcs2H8BAgsWLDAkUnpBHJiFrJC032mTznlFOe3337zQHn99dcdfGvQvmQlgIO+XT5BtPrd64jQzvn+++8D2Yj5H0/f8sknnwzE4YH8CMgq4PwSpiTVww8/7D5/d911V0pqxWqQAAmQQHYC9AEgPRgGEiCBaAIwLYGw+uqrq8cee0zbsPbHht1baAwhQGsHS/AZSpMATJLcdtttunBYzZFE6N27t2v2BxrNd9xxh1prrbU8WcMfAFYJQEMZoUuXLp7z/FG1BGRQr5o3b161F62Aq0m3S8nAUtd0vfXW09rBG2ywgafmMJ8wePBgtckmm+jj8AeA+5FPuP3227U2JtJiVQ20/O2Adjh8+HDthwPHYaoEJt0YikMA/k9kgqw4mTPXUALwb3HxxRerpk2bKpiyq4qAdo6VkejrJPUdrYpyp/UaWKHav3//tFavyuolyhzqnnvu0deDWU98m2C60Q5oZxgLIEA7/95777VPx9pHOvOdxOo3aPbDX5Q/7L777p784ZOAIRkCBxxwQKRJ12SuwFxIgARIgARKkQAFAKV4V1gmEigRAlgCDNM+COj0w6xEVMCyewTRLFaYZGYoPQIw2YRl27hHuF9GaIOSrrbaankXGMvCTcCEZFSAI7lzzjlHn8az9fHHH0dF5fEiE8AEFp4HhmQJvPPOO65DOdH+12YTwq4AoQBMKyDAnIJosOr9XP/BLwsCJiHbtWsXmhzC20suuUSf+/nnn2myJJRScgcpAE+OZbacpk2bpnbbbTctdMZ3Dc86fGHAuX0xw8CBA7XPI1xvwIAB7qUK+Y66mXAnLwL8nuWFzZNINOwVvhEIUOzxT/6byMccc4zaaaed9E8IAKJ8z5j4/i2cCBvH9DDDAqe/UQHXMrb/33vvvahoPJ4jAZh6Qj+QgQRIgARIoLII0AdAZd1v1pYEciIAbaCjjz5a29OFXelMAQNhE7755huzy20JEbjgggu0XXBoWmHiMAlnvJh0MRP5yDeb/wcz6Qks8BdRqOPhEsLLopCAatKkicL7D34vwjQabUQYgCPAyWGtWrXsU7H2ITQw71po/kdN1iCzQw45RAv5MODHigA4VWQggXInAB9E8+fP19XAKjNoJmNlk3HKW4wJebRtCBkQevTooQ488EC9z38kUO4E4CvGhMMPP9zshm4PPfRQJWYE1eLFi5WYdFTZ4tuZ4NuH1aJff/21gj+xTAFjC/gHQDuHHymsllt77bUzJeG5Eifw559/qqeeekqNGjVKffbZZ1ppAitOMH7AHxyrw3dStiAmonQ+2MLXEZ4LjDHw1759+1BB8Msvv6zgu8X2E4PVycYXBZQldtxxx8Cl3377bf1dEdNJeswjZrAUfJ3hDz6e8P3JFNBfE1NDCsIv1Bl9MVNfrMYQc1uZkutzuDZ8cGDMhT840Ubb2GGHHfSfmHt0V3tmzYwRSIAEKpeAvIAYSIAESKBgAqeffrprTxE2QhlKi4BMjLj3RzrdunC2bXDpTOZVYOnUuvnKCpGseUycONGNf9ppp2WNzwjFISBO9hwxUVOczJlrVgIyce+IeR7dFmR1Vdb4YRHEmbDbluB3IFuQAaqOL6sFskXl+TwJHHvssc7YsWPzTM1kuRLAcw87/zfeeKMjDknd5FtvvbV+1mvWrOkeS2JHHJc6DRo00HnLJJO2j45vp4wi9R++qQxVT0BWYTjdunWr+gun7Iqi1a+fY5l0D/hx8ldVNP/d517MSvpPJ/ZbVnY4IsjT1xKFkcTyrfSMRPHAkYn4KscgQhxn1113dZ8d8+60t2Ie0RFFhciyodx455s+lJ3W7ItShTNmzJhAHrJKOeO1ZQW7Jw36av/+97/dZ9Dkb2/hC0bMZXnS2T/uvPNOB7ztNP59WeniLFmyxE7m7ovJLKdv376OCDgy5oFriADDgZ8pBhIgARKIIsAVAPIGZiABEiiMAJbhQ5MDAVqvjRo1KixDpk6UwBdffOFq/IqgJpamSdwC2FrORqM5U1qjsYw43333XaaoPEcCqSQALUaY3zJmE0QQllc9P/30Uzfdv/71L3c/agcadtC4hA8AbLNprEXlw+MkUCoEoDV5+eWXK7+fjWKVr2fPngrm66BpGmYfvVjXZb4kUBUEoJmMULt27YAfJ//18T0xAdrIxQowMSSTGDr7xo0bF+syzLcKCMD3gwjJ1axZs/TVoPneqlUrrcWO9+qLL76ooOUOc14Yq8D0E0xE+QPSPP/88/rwuuuuq9q2bau1/kVAq2CGUSb+9WqR1q1baxNtIhx0s4DJOJi3wuoVrFxBgIlbEezqfbtfhJUKKC/yRIDWP35j1YoInJU4nlcTJkzQvmBESKBXIdxyyy06rvk3btw4ddFFF2nTq0iPeOKsXv+eNGmSwooEmN3CajaYZn3//fdNUneLFfhPP/20/o0xF9jUq1dP+1TD+G78+PH62igvTNLtueeeOo6bAXdIgARIwCYQJRngcRIgARKIQ0Amk5ztt9/e1UqAdgVD6RCApsxBBx2k748sqXXEPrVbuCRWACAzo20JbRxoSGYKV1xxhfusyGAuU1SeKyIBrgAoItyQrF999VUHGpPnnXeeXnkh/TBHnAE7Q4YMCYkd71D37t3dtiSDx6yJZNDsxpfl7lnjM0LuBLgCIHdmxUhhvklJrgDA6jWjiWxrPHMFQDHuYG55cgVAbrzCYsskpPt92HvvvcOieI5Nnz7djX/iiSd6ziX1QwTVjkya6utgVcIbb7yRVNYVn091rACQCXP3menSpUvoPejXr58bB99Tf7BXPoqTaEdM+fijOOhviWkcnY8IEZxFixYF4ogTavc6YponcB4H+vTp48ZBmxCTO4F4YsrI2WijjXQ8MEW7sIOYxtLn8ByHpRfFKUd8YLjXET8XdnIH3xfz3cEKGDHN6zmPH2KK1cFqOPQr8ScCikAcHiABEiABQ+D/jXbbUgHukwAJkEAMAnBeCQ28efPm6djQ/L/wwgtjpGSUqiIAbRQ46YUtZOnwKllam/iloVGDAI3mW2+9NTJ/aPXcd9997nk6y3RRcCflBGCbVSb/FbQZRfiia3vdddcp+OXIN0ADzQRowWULdhxThmxpeJ4ESEAp+EM6++yztSYyfAzYGqXkQwJpIFBq3xOU56ijjtKa1uALLWpojDOULwER4LiFF6GRu2/vdO3aVWF1CWzbY8wAnw8moN8CvysI6M/Alj/s3/uDKD3pFVo4DmfTWCWWa5gzZ47q3bu3ToaVCNDQD1tpiXrAKTwCNPDRp5NJNv0bPtKwSgAB4+Ow9GKSUV177bV6VRl8osGfgR0GDRrk5icKdkrMDdmn9T7Gd7169XJXwsEfgilDIDIPkAAJVDwBCgAq/hEgABLIj4DYKtSOJV944QWdgdh01EsyRQs8vwyZKnECokmirrnmGp0vBk8tWrRI/BrIULT6tYAB+6IxozvK2LcDOuEdOnTwmP1BZ5mBBNJOAMvSYfpqyy23VBjsmSAaWwrCM+N8zhyPu4UpHxPWWWcdsxu5tR0nUgAQiYknSCBAAMI7mM2CCQcI0jHhwkACaSJQSt8TKBfB9AsmMhHglFVsvqcJd0XWxTavM3ToUM/kvgGCvgyc22KMKZr8HofPMKezcOFCHRWmdMKc9Zp84JQa41IEWTWgfv/9d3Mq1vall15yzTRi/CRa+pHp4LQYZn0QYC7ImGeEA2v0+xDgRNiYEtIHrH8QGqBPBqFDu3btrDNKm2+Fw2RZdaYdZ3tOWj9kRamqW7euPgJTS7nW18qKuyRAAiknQAFAym8wq0cCxSAAG4X77LOPeuutt3T20MqBlrnp6BTjmswzNwIYQMFOJLTy69evr26++ebcMsgh9oEHHqi1I5EEk52wzwmblffcc4969tln9cAN2i/oxB5yyCHuKoRirEbIodiMSgJVQgBCUax2Wbx4sdZmxCAPmo0IsHsLbbV8hAC2sBUDvmzBjhNHYJAtP54ngUoggAl/Y39ZnDlq7dRKqDfrWFkESuV7At9Q6Cdi8hcB2uCwDW+vYKusO5Oe2mJS3ghPR44cqRo2bKg11zGWtBWCxJROaKXF3I97PM5qEOMzAnnPnz/fTRtnx/ZrcfTRR2dMgvKaPh0i2mlh1x8BYyOUGatB4T9m6dKl+jj+gQmEBWEB4zesMhDnvpFx0LccMWKER8HK7u+F5ctjJEAClUuAToAr996z5iSQFwE4+z3nnHNcMxaYZH7ggQc8Whp5ZcxEiRK47LLLdCcUg7rHHntMO4tK9AK+zLA0FRpkmORHwNJc/NkBzrPQSTUT/9CmZCCBtBPA4NA86xjoYZk3HNjh3Yn2gGXuWEWDJea5BNvxKQaX2YIdx5QnWxqeJ4FKJgBNVJikQDjppJO0A8dK5sG6p5dAKXxP4IQYE6nGGTFMpkyePDnUdEp670R6a1arVi01ePBgJfb/9YQ/JvSvv/56/QfnthAQtGzZUq/+ELv6ARBGsx4nxAeSuvLKKwNx7ANiX9/9ibQ77bST+zvbDhQ1TNhuu+3MbuTWNu8DB8MmYKUnBBxYkY1JeYyh8Ye+IJz14nmHs2I4Fs4Wvv/+ezV16lS9UgD1AT9cyxYmmDxoAsiQ4JYESMBPgAIAPxH+JgESCCWAzgQ6MjfddJM+D20F7OdjWzH0AjyYGAGYZUInG+HSSy/VgydMMvqDvUQUHWUTBwNBLCfNJaCz/uSTTypoS8Ie5uzZs3VnF3lgZcj555+vrrrqKm1GwWimcBIyF8KMmzYC0CYeM2aMFqaOHz9erxDYaqutYlfTHiDbA92oDOw4dtqo+DxOApVMAFqjMDMBwfZmm22m+vbt634jbS52u8I31XxH8Q21J1XtNNwngVIjYJuns5/pqHLacZL4nsBECpREvv32W31JTIjiu5jJ9EpU2Xi8dAnA3A1WdWBsYk+Uw88KVgXgDysUISTAymV7NYARDKF25jmJW1Pjqy5ufLPaAO/xOP0ycTzvZv3FF1+4+xj/YIV8586dtSki49MAY2pxGKz/YDoV5oqgrLXHHnu4ac3Ol19+qVdSP/LII3olgTlub8EUfjNsXx72ee6TAAmQgCGQ2wyPScUtCZBARRGAOZnTTjtNT1ah4tDghk3FI488sqI4lEtlYXbHBExa4C9bMEtlEe+VV15RBx98cLYkoefPFkeJ+IO2MZbBQqsHHWOzvNXuGIc57wrNlAcTJwDtI7MSI/HMmWEsAmgb8AEwbdo0HR+D2zgDTZP59ttvb3Zdu7jugZAdYzsXA1pMaDIUh0CYk77iXIm5FpMATJEYB47QvKxXr17Wyz3zzDMKfwjNmjVTU6ZMyZqGEZIhwO9ZYRxhYgc22uHrwnwrMuVoxynU/Ofo0aP1ijiMNRCgBY4VpHC+ylAcAhDaoB9YHQEmdfAHm/hYDQkTT//5z38UnOYiYPxwyy236Mlx2P1fb7319HH7ebjuuuty6sfEMRmkL/L3P/TPFi1apBWZfv75Z4//Jjue2cc3wgS/chPK/dBDD2nlKNRnwoQJatKkSR7N/VmzZqn9999fDR8+XB1//PEmK90eYSbSHjuhj4G+4+67767NKGH8BnNKe++9t2aGxNV1b92Cc4cESKBkCVAAULK3hgUjgdIggE7NMcccox0YoURwuoQOTCbnS6VRcpaiOglAgydMk+Xdd991i9W0aVN3nztVSwAOYSHoYUiWALSvMJEP0yEYtGXTXrTPw1F2LgG2YU2wNePMMXsLXyBmAImBI30A2HSS24ejygYNGiSXIXMiARLISuCEE07I+q7NmgkjaH9REABAux8a1jDZEhVscyzwCZZvgK+oCy+80J38hYY4VsfZmt/55s100QRgSqa6J4kxcY0/TOZjBQAmxaFcBiUmaMi//PLL+hgcQiNg3AnnvAhIZ9vd1wcT/AcFJeObacGCBXrCPVP2iGNCVLuBkBKryvCH+sEsEEw/3nfffVrYAAEYTCLZAgD4UzN9N6yKuffee7XpIHMte2uvyjHCFPs890mABEgABCgA4HNAAiQQSQCTRliSi6W5CNBOwJJcalpFIiuJE+gU16xZM2tZoKkIUz0IMNFj0tSpUydrWjvCG2+8oTvKS5Ys0TY5a9SoYZ/27MNfBAIGHrlq5Hgy4o+CCIA/V2AUhDA08YABA/QADidvvfVWvcw9NOLfB6H1ZUKYwMycC9tC+wuCHCwpxxLzTAGadmbpeZMmTTJF5bkCCHDyvwB4JZYUWpswe5gtYKXA0KFDdTQI5TAZjWDbhNYH+K9oBHLtsxStIGWeMb4NZoIV3xQ4H40Kr7/+unsq328KTEZiwh+ToeiT4JsJZ6cMxSewyy67FP8iviusXLlSm/2BcAn2/u0AjXtMduOvX79+qmfPnvo0VgfYAgCTBpPn2QQA77//voJZtu3Ehv/mm2+ek8DD7h9DEADFiUzho48+ck/bq8W++uorbbMf/gdgpscEPO+Y0McfzAOhP4cVBx9++KH65ptvtOlUCEUgqEHAig20SbMawuRjtjCtCmfAJhhTq+Y3tyRAAiTgEpCPLgMJkAAJhBKQTokjLwv9t99++zmioRoajwfLk0CbNm3c+yvmevKuhDjicvOZOHFiZD7iCMuNJx33yHg8QQLlSkCEYe4zLlqRGashglVHBoE6vpheyBg36qQMjN3ryYA4Kppz3nnnufFE4ywyHk+QQBoIiNk5/byLULvo1cG30/ST8E1lIIFyJSATpu6zjG9LVBCNZGettdbSccXsSFS0jMdlUtURc3Q6DzER6QwbNixjfJ4sfwIyMa7vN54dWS0ZWaEPPvjAfQ7FVJAbD30m865Fn0k03t1z/h0RNjiywtKNL8oWniiPPvqoe+6OO+7wnMMP8c/knpfJf0d8wgTimAMy+e/25cSXhiOa/PqU2PR38xB/eSZ66FYcAbtxxRySjiPCD/fYEUccEZrOHHz66afduGAkQhZzilsSIAES8BBYXV4SDCRAAiQQIACbnHfddZc+juWMsMcZpXkQSMwDqSIAB1Qw3YM/sxTVrqDtCwL+BsKWniKP008/3U12ww03uPvcIYG0EIAmZO3atXV1YNN20KBBoVVbtmyZ9pUhPTJ9Hg7x/AEaXKbdYYsVWf7Qvn1791DHjh1dB6TuQdmBjV3Yn0WAhjrsKzOQAAn8j0C27xs5kUClEMAqNGgkI8AMC5yS+gPMlOC7Y75HMrHpj6Ltpmf7dsHsj9FS7tWrlzrzzDMD+fBAugicdNJJukJ4dmAuLypgpbkJ9spI9K9OPvlkfQqmqrBaBM7aw0KPHj0UViUjHHroodq8lR3P9iewdOlS+5Tex6oDmHFEwAoArE4JC3AS37VrV72KBedFCOyaWGzVqpVepYnjWP2Mb01YQH9QFKT0KfjiwGoBBNOXxD58qmE1Q1jAKgGYFbID/CgwkAAJkEAoAY84gD9IgARI4G8CzZs3d7UJoMkqk0tZ/8aOHUt+ZUQg7goAMQ/kPgsy8AvUEJox4jTYjSMddGfu3LmOCAIcaIrJ5KMj5hDc8zLwC+TBAySQFgKyTNsR+8X6eYeGo0zu63aA+slA0xk1apQD7TXplOk/GZzqtuKvvywDd+Mgriwl90fRv0UA58aTwbIzefJkrYGG+NBsM5qa0LKk9n8oQh5MGYFcVgBk+75lQ8MVANkI8Xw5EcBKTbMyDd+MPn36OOLTxpHJR0fM/jgyKep+b/bdd99Qzehs3y5o+5vvH64hQmkHmt5x/sTkVjnhZFktAuI3wtlggw3ce4/xBDTz8WxhHIHxwjXXXOOuDEFcMYtj5eA4MonuiDKam4eYEnWmTJmiVxSIQMmBNn7btm3d84grJhA9eeCHTJq7cXCdq666ypFJfj12MZHFHI/bl8PzinynTZvmyOS6g+dQ/OE54pfAzUdMDTk//PCDSa639velbt26zogRI3RanBThgYNV03vuuaebR7du3dz0qI842HbPYVUOVgXg+uA1ffp057bbbnPEPJAbx7QrrOZhIAESIIEwApBYMpAACZCAhwA6XOiUm45E3K04b/Lkwx+lTSApAQBqKdo4no4qnhmxTx54htq1axc62VnapFg6EsiNwODBg92Jd/P+FMe7gfaAyX+x2xqaebZJFJNIHLU7Yk/Xk7eZ9DfXxnbgwIEmCbckkGoCFACk+vayckUmACG1aEhn/KbAnEuUmZFs3y4IDuxvUy77CxcuLHLtmX0xCcjKksD4EuNNf58FSkOYgA8LUHIQe/qeZwhCK2NSyjxPyPOFF14Iy8KBiSB/HkiHvpsdnnrqKQem5Eye2Pqvg2O77rqrE2ZKVXwvORBS2OmxH9YfvOyyywICNQgIjEDO5AGBxcYbb+zmifLIigctwDBxxLm2XQ3ukwAJkIBLgCaA5E3JQAIk4CUwcuTIUDMu3ljBX7JSIHiQRyqCwFZbbaWXycKhm2g/6zobp6P4AQdaTz75pF4GK53ZimDCSlYuAZg3gDM3LD03wV6SjaXdjzzyiJo0aZJ29mbi5LOF8zwZ5GoH3NhHMOYZsI+2hyX1F198MX4ykAAJkAAJkEAkgVNOOUWJvXUl9v3d/pz5ptSoUUN/S3BeJkYj88h0Yvbs2ZlO81yKCcAsjmjkK7F57zrlhdlQ83yJxrs2owMTig0bNgwl0aJFCzVz5kwFs4ebbrqpjiMzW65JKYxBYFJKVhco20SpnRlM7aD/hWdcBAXuqTlz5rj72IEjbFwLbUIm3vU5Y7oKP7bZZhvVu3dvXSdjukdH+vsf2otM4qsBAwYoWfnpnjL9QZxv1KiRGj58uOrfv78SYYgbBzuH/R975wEvRXX+74MKYoIVRA0aS0BBEHsFY1AJRINi7+0PihUxit1YYkWFiIK9C0qiiAUbVsBC7IqoiEGixoaxYcE2//d7fjmT2b27d+/u3b13787zfj737uzMKXOemdk55S19+zqzcHBmJRDvX7BggbMYCk55zVrfKSCyAieLaZBc7rvCMT4hAIF0E2ilpYB0I6D1EIAABCBQTgIWmMu9+eab7u2333aakOzSpYsz09i4s1/OuigLAtVOQAM1TXjoedDEv2mKuY4dO1bstOfOnevM/NtpgGvm6c406eoMKitWOQVDAAIQgEDNEDBNaWdBWb3/cnNh4v2Tm/ZxzbSPhjQfAfm+V1wx+cY3LXY/ES5lomJF8QA0Sf/111873aP6s2C8DS5GykrmttS1b9/eK2RkT8KHgjRlpv6VYgLofFdddVUfWyBf+pAvfGrhwCxYfHsVn8CsaHxcJk3kFxLVLU7qR4pb165d/bOo80AgAAEIFEOABYBiaJEWAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEINBCCGTaGbWQk+Y0IQABCEAAAhAonYA0nvr161d6AeSEAATqENhvv/3cnDlz6uxnBwQgUDkCY8eOdea3vnIVUDIEaoxA7969a6xFNAcCEIAABBpCgAWAhlAiDQQgAAEIQKCGCMjn6vTp02uoRTQFAs1PQO7P8G/d/NeBM0gXAS1oz5gxI12NprUQaAQBxXBQPxCBAAQgAIF0EWABIF3Xm9ZCAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIBASgiwAJCSC00zIQABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAIF0EWABI1/WmtRCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIJASAiwApORC00wIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhBIFwEWANJ1vWktBCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIpIQACwApudA0EwIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABNJFgAWAdF1vWgsBCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIpIcACQEouNM2EAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIACBdBFgASBd15vWQgACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAQEoIsACQkgtNMyEAAQhAAAJJAosuumjyK9sQgEAZCPBclQEiRUCgSAI8d0UCI3mqCbRq1SrV7afxEIAABNJKYLG0Npx2QwACEIAABNJKoHXr1u78889Pa/NpNwQqQmC77bZzW221VUXKplAIQCA3gXXWWcf169cv90H2QgACdQiMGDHCLbIIeqB1wLADAhCAQI0TaBWZ1HgbaR4EIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAIHUEWPpN3SWnwRCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIJAGAiwApOEq00YIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhBIHQEWAFJ3yWkwBCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIpIEACwBpuMq0EQIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABFJHgAWA1F1yGgwBCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAJpIMACQBquMm2EAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIACB1BFgASB1l5wGQwACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAQBoIsACQhqtMGyEAAQhAAAIJAj/++KMbO3ZsYg+bEIBAYwlcccUV7quvvmpsMeSHAASKIDBlyhT32muvFZGDpBBIN4FRo0alGwCthwAEIJBSAiwApPTC02wIQAACEEgvgR9++MGdeOKJ6QVAyyFQAQL333+/mzp1agVKpkgIQCAfgZkzZ7obbrgh32H2QwACWQSOP/549/PPP2ft5SsEIAABCNQ6ARYAav0K0z4IQAACEIBADgI//fRTjr3sggAEGkOA56ox9MgLgdII8NyVxo1c6SQQRVE6G06rIQABCKScAAsAKb8BaD4EIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQjUJgEWAGrzutIqCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQSDkBFgBSfgPQfAhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEKhNAiwA1OZ1pVUQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCCQcgKLpbz9NB8CECiCwIcffuguvPBC949//MO9+eabTkGk1l57bbfJJpu4k046yS233HJFlEbS5iYwduxYd9ZZZ/nTmD59uuvcuXNJpzRkyBBXSgC+lVZayf3lL38pqU4yQaAlEJg0aZK78cYb3RtvvOHeeecd16FDB9e9e3e3zz77uL333tstuuiiZWvG5MmT3fjx491bb73l/9q0aePWWmst161bN3fYYYe59dZbr2x1URAEqpnAU0895bbccku37LLLuvnz55ftVD/++GN3wQUX+D6QnumFCxe6X//6165///7u4IMP9s9b2SqjIAg0IwH16W644QZ36623+vfJl19+6fv6vXr1ctttt53baKONynZ2vLvKhpKCiiSg+/yDDz5wK6+8cpE5SQ4BCECgZRJoZRN4hIFvmdeOs4ZAkxK46KKL3BlnnOG+/vrrnPV27NjRXXnllW7gwIE5j7OzugjMmjXLbbjhhu67777zJ/b666+7rl27lnSSrVu3dj/++GPReVWf6kWansC3337rJ6PzPc9Nf0a1VeNHH33k9txzT/f444/nbdiAAQPchAkT3BJLLJE3TUMO/POf/3RahHv44YfzJtdCwxFHHOHOPfdc98tf/jJvOg40jsCOO+7oBg0a5HbYYYfGFUTukgl89tlnbrPNNnOzZ8927du3L9sCwNVXX+2OO+44p4nQXKLn6o477nD9+vXLdZh9FSQwatQo9+6777qRI0dWsJb0FP3+++/7Ra2ZM2fmbPRiiy3mrr/+erfvvvvmPN7Qnby7Gkqq/Ol0Db///nu3yCLpdQYhxSf1i7R4e+SRR5YfMiVCAAIQqEICWABU4UXhlCBQbQQuvfRSN3z4cH9abdu2dYcffrgfYH/xxRd+wPvAAw84acbttdde7vnnn/dWAdXWBs7nfwTU6ZcGcpj8/9+Rpt3CYqRpeVNb0xD44Ycf3C677OKefPJJX+Eqq6ziJ4VlYfPee+95jcqXX37Z3XPPPa5v377+U5rKpYieYS26vvrqqz67FmL1bMsy65tvvvG/x7IK0ALd6NGj3eeff+4tEkqpizwQqHYCmpzXBLwm/8sp0lDWIlvQmdpjjz3cVltt5RZffHH37LPPumuvvdYrR2hRT1rTsu5BINASCegZkoZ/mPyX5Zju606dOrmpU6e6O++800mBYP/993caA2gCtRTh3VUKNfKUi8Ddd9/ttGCPQAACEEgdAVkAIBCAAATyETANicg0RGQpFK2wwgqRuf6pk9QsA/xxpdl0003rHGdHdRGwxZz4euma6c808Us+SXMNFTXkT/eSaTv7+pZaaqlG1VnyyZLRE7DJ4egXv/gFNCpA4NRTT42fr6233jr66quvMmqxBYLIJk/iNIccckjG8WK+2ORLXI5NfEaffvppnewvvfSS/+0Oz/rf//73OmnYUR4Cpvkf3XXXXeUpjFKKImBufyJzdxU/D7rfzQKgqDJyJdYztfTSS/ty1Reyhbs6yV544QX/e6o6TbM2mjdvXp007KgcAdP8j4455pjKVZCiko899tj4Gdp9990jc3OV0fpp06bFz4PudbMWyDje0C+8uxpKqjLpzCowMvc3lSm8BZRqC7XxfX7ZZZe1gDPmFCEAAQiUh0B67b6sl45AAAKFCVxyySXu559/9glvuukmt+aaa9bJdNppp7l11lnH758xY4bXMq2TiB1VQUAuSS6++GJ/LksuuWRZzskWhlyhP5tA8Sa20hxr1aqVu/nmm0t2OVSWk6YQCFSAgHXNvAawirYFFqffzHbt2mXUJNP7MWPGuGWWWcbv17MgX+LFirT6pW0skQWBYg3ksqpZd9113VVXXeXT6Z+0lZHKEdDvG9J0BOTGbNiwYa53794VcSk3ceJEr+msFh111FHuj3/8Y53Grb/++j4Okg7oudSziECgpRH4z3/+41156rwV20LvJsWSSYqes1tuucXv0r2efLck09W3zburPjoc0a8QggAAQABJREFUgwAEIAABCFSOAAsAlWNLyRBo8QQ0GDBtRt+OLl26uN///vc52yQfkjKHD2Iap2GTzyoiIPcfMtvWgo7cJMjMO0ilJ62GDh3qwn0hP8r4yA7km+dTz6wG8kh5CShAutz8SEz737tNyFWDFgVCUF4tiilAcLHy3HPPxTFZZMquRbh8oknL4PvftJXzJWN/IwmYZZMPutzIYsjeQAJSOJDyQVBU0O/aySef7FZcccUGllA4mfz6B9lvv/3CZp1PBR0Oohg7SNMRkCsmsz5tugprtCazDnMLFizwrTv00EPrTP6HZut9ogDzEi0AyO1dMcK7qxhalUm7+eabp9r/f2WoUioEIACB6idADIDqv0acIQSajYC0ST/44APvR7rQSZgpaZxEg3Ck+ggcdthhPlCerut1113nzNS7SU7y0UcfdQqgKFlttdWcuYzy2/xrPgKaMHnwwQeb7wRqtGZNQpk7LPfKK6/k1MZPNjsEE1WA3uWXXz55qEHbyq8YAv/+9799QO/6Muk3WfEB5s6d6z755BNvcaB7ACkvAWnMIk1H4N577/X3tGr81a9+5TWT+/Tp4y1vtK8cC9tSgnjjjTe8T/QNNthAxeaU8Dzr4EorrZQzDTsrQ0BxqZDGE3j66afjQvIp/IQE2267rTOXoH6M8Nhjj+VVEArpk5+8u5I0mmfbXDk1T8VWq8aLt99+u5swYYKbM2eOV5qQxYliF+nvgAMOcIqdVEikVKRy9Km4SurTSLFCf4MHD865EKzxyN/+9reMODG33XZbHEfpT3/6U05L92eeeca/V7S4q/eBrJp79uzp/wYNGuTfP/Wd7zum5GGuhpwWv9RmWYuG9vbq1cuZu636svtjqlsxOFS//hREW/06Kejpb88993Qbb7xxwXJIAAEIpJxAeTwJUQoEIJBmAvIj2b17d+9PUX4lP/roozTjqMq2m8l27O/SOt3+HK2zGO+zzmRFztsCDmf4ZbYJm4rUQ6EQaEkEFDOjdevW/vkzS4yKn7pZ/0Q2Gerr69q1a8XrowIINAUBxduQn/9zzjknsoCkcZUrr7yyv9c7dOgQ76v0hrkHit+nDz/8cKWro3wIlJ2AafX7e9gWjCP13eoT0/yP73dzK1lf0kYd493VKHxVl9kUEOLxok3BxfdQctvcI0bjxo3Le+4ac+o3P/ShknnDtilVRJMmTapTxl//+tecdYZ85iY1I4/6amb5FfefQrrkp7lgjGzxPyNf8sull14aaWyczJO9bVY1ecfO5jIrOv/88yNb4Ki3DNVhCxiR4kwhEIAABPIRwALAfoERCECgcQT+8pe/uNdee80XIi0GaSQg1UPAAhI6C7jmT2ifffZpkKZJuc5erhkswLAvbuedd3bbb799uYqmHAi0SALSwJf7reA2Ye+99654O+SmwTqCvp5NNtmk4vVRAQSagoD6GyeccEKdOBtNUXeyDsXVkHanpFOnTu63v/1t8jDbEGgRBKSZLNE9bJOr9Z6zNLaDSBu5UsK7q1Jkm75cxX6Q+88wXpTm+4ABA/yYcebMme6BBx5w0nKXu1KNVeS2UO4Ns0V57rvvPr97iSWWcHvttZfX+v/uu++c3DDaxL+3dBw4cKCzAOHOAoTHRchlnNxbyXpFlisSucPs0aOH35YlWRBZKuh8VaZEWv/6vuGGG/q4MBZ43lvSfvbZZ07u4WSFcOGFF4bs/tOCxrujjz7au15VfqWzYPX++5QpU5wsEuR2S9Zscs364osvZuTXlz322MMFV3Sy4Babzp07u7Zt2zqN7yZPnuzr1vmqvbJUUxoEAhCAQE4C+VYG2A8BCECgPgLSynnyyScjm9CNNRKsQxKZO4r6snGsiQlIU8YmI/w1MpPayDqq8RlU2gJAGpnW4fV1S6PMFgLiutmAQJoIPPHEE5E0Jg855JDIggP7Z8KCAUdjx46tOAb9Jiefw+nTp1e8TiqAQHMSqLQFgLlGjMxfenTeeedFFgA47gOZ+4Xo/fffb86mUzcESiJgk5DxfbzRRhsVLOP555+P0++yyy4F05eSgHdXKdSqN49NmMf3jCymcskFF1wQp7HJ9jpJbr311vj4uuuuG82ePbtOGvW3TBHNp7NFhJy/yTfccENcji3e1ilDO84+++w4jZ4Jc7lTJ525IIos9o9PJw18PRdJMVda/pj6YLnymzusyOI3xfVYjKZk9kjW2UnrTYvNl3FcXyyuWyRrOJvo83+2QFEnDTsgAAEIBAI46s65LMJOCEAgHwFpui255JLOTDSdtDekeSDp37+/16bA920+cs2zX9ooU6dO9b6QrcPrr1tTncmVV17ptWRU36677urM9UhTVU09EKgqAvLNapP/PmDiN998489NsTAUl6OSYotw7g9/+EP8HEoTTb/bCAQgUDqBu+++2+22227upJNOijU25bNa8QKSGqSl10BOCDQtAb0rgkirupAk04R3WqE8xRzn3VUMrZaR1pQP4hO1RaN4O7kxdOhQJ+sSWZLLEmDhwoXxYd1nxx9/vP+u+0++/OX7PltkgRXi8Xz99dfeSiw7TaHvslw+88wzfTJZIkhDf/XVV6+TTe0YNWqU3y8NfPXpbJLNf7eJeScrAYktFOfMr/H0n//8Zx+/QGMkxTNIyujRo+PyzH2RM3dDycN+W7FuTj/99NgSTpYI4RzqJGYHBCCQegIsAKT+FgAABIojMGPGDG+umMwlc8aJEyc607pL7ma7mQmYJok77bTT/Flo4m/rrbdusjMy/7FOnVWJOqennHJKk9VNRRCoJgIyS1dg4BVXXNEvnoZzM40tJ3P0V199Newq6+e3337rzec1GJSsueaazvzmlrUOCoNAGgkooKMCTqrPo/eb5N1333W/+c1v/KIAky9pvCtadpu/+uqruAFyLVJIkkHky70AwLurEP2WeTy5OHrFFVdkTO6HFuneU3BbiyXnTJPf/86GY3Kno99ZiVzpqE+TTxTE2mLT+cNmNeA0JilGLI5L7KZR4yfT0s+bXUGLNQ6WyF3QW2+95bfN8jkORKwgwsGVkD+Y+KdFAz1DWnQ46KCDEkecd9+qQMcWZ8P17ds341jyi1mUujXWWMPvkqulYtubLIttCECgtgmwAFDb15fWQaDsBORrUZrk0sKwIEu+fHVapGWaHECUvWIKLIqABlDyASk/42uvvbYzVwVF5W9sYgvg5cx82xdjwa1cz549G1sk+SHQIgnIl7J8xJrbEK+JH34v1Rj5vZW2WrkXAebPn++22WYbP4BWPdKok3/dpNam9iMQgEDxBNT/kWapJqPMhYO75pprvHWd3rsWrNEdfPDBxRdKDgg0I4Gkz39NIBaSZJqGLBgUKi8c590VSNTepyblw4Lpbbfd5scF0lx/+umnnbTng5grnbCZ8WnufuLvDbFkDPGOVPbcuXPjvA3ZSMa1KBS7TOerMXCQZF759ZdIEUTnLGtQWSd8/PHHIblnosWCXKLxm6wMLLivy5dGfcvx48c7PTtBks9n2McnBCAAARHI/WsDGwhAAAJ5CPTp08dJ28H8NDp1chQ8SSJNDXVQkOogMHz4cH99NKi75ZZbfLCopjyzYH6rOv/f//t/TVk1dUGgqghocKjgbxINfmXmrQB2IfivzNzlSqRcokCOm2++uR9Uq0yZrT/++OM5zc/LVSflQCBNBOQCMUxStWvXzg0aNMhNmzbNtWnTxmOQq8Rnn302TUhoawsnoPs4iCYrC0kyTXi/FcpT6DjvrkKEWvZxKY2NGTMm/u3UhP5ZZ53ltthiC+/yRwpmGjtoUTWXBM16HTvuuOO8BZassPL9SXM+SDJv2FffpxQ1gqy22mphM+9n0j2QAgwHkaWngvJKNCk/YcIEt//++3vLAIsr4K20LW5ASF7v56effurkfk7j78GDB3vlEVkmyLJCCl9B6UqFYIVWL0oOQiDVBFgASPXlp/EQaByB5ZZbzk8uh0Hvgw8+2LgCyV0WAvfff7/vZKuwY4891k/8aZIx+y9pIqoOdzjeWM2RTz75xMcdUP2aKElqxmgf0vwENDhIalM1/xml7wwuvfRSZwGBfcMVS0VaXI0VmZlrMK2JFIkFg/MLAcnBaWPrIH9+AuW25MhfE0eqjUCPHj0ylCC0CIA0DYF58+Z5Ddumqa02a5Ev8iD5JmDDcX0m01gQ1OShkrZ5d5WEreRMyQnukgspIaPc3ShWylprrZWR24LbOlkFaHJck9qyskpaBShx6NdoW+MMC7he71/SKv3tt99WtgZL6B/LtU5DYtslXeDq9yiIXD8qDtuBBx6Y4c5IfXBN/FugYaeFAL0/sv3/hzL+9a9/uSFDhviFjh133NGdeOKJTu8XLToHSwJZeZZrIS7UyycEIFCbBBarzWbRKghAoKkIrLrqqr7jIn/zMoeXmSWTTU1FP3c90hAJIncE+iskwVRW6aQtvNVWWxXKkvf4nXfeGXfcZbqa9BWbNxMHmpSAAqvJmkcDKKR5CGgBVTEAFFdFosFtQwaa+c5Wz520wOSGRLLddtv5IHkKYIc0DQFp+0kzccstt2yaCqmlqgjovRnet8VqnFZVQ1rYySgGlSb7FEwTKY2A3MNJk1haxMHPen0lJdNokrMxwrurMfRKyyt3NNIoDy55SiultFxyqaM/+cSXNaTcE8piSkFzJbIuufDCC/0Eufz+B0WJZF/mjDPOcO3bt2/wCTTEZVCyMPXP1D+WQtSCBQsy4jcl04VtsQySPRGv877++ut9sGC1R8pyU6ZMiSfvle+1117zyhtyn7rTTjuFovzzKDeRyUUFBQJW33Hdddf1bpQ0fpObVS0kBGuC5riu8UmzAQEIVDUBFgCq+vJwchBoHgKaQFJnQ4HuFHQomLrnOxtpeQdJahGFfXymi8CkSZPiBsvfJVJ9BKR9JIsPpLwEvvjiCz+RryB2GrTVFzhONSePy6d4qXLllVe6ww8/PB5AS8tOFgaFfrtLrY98+Qko3gNSGwQ0IaV+kJ5nbcuHdX1Srue5vjo4lpsA77PcXIrZK3/jWgCQdr80rEOcr1xlJBe4Nt5441xJGrSPd1eDMJU9ka6x+oHNOVGsiWv9aTJfFgCaFFfAXikx6dweffRRv09a7xIF/VVwXonyVdK6uEuXLnFsJr0DNOFenyhNkHzPjcbKCl6sP7VPinP33nuvu/rqq/1ig8becomUXADYY4894sl/WXReddVVsUuhUF/4TFrlhMWUcIxPCEAAAoEACwCBBJ8QgEBMQJNHN954o/8urQxpFeST0InRcVkDdOjQIV9S9jcRAXWKG3IdpDU3a9Ysf1aHHnponEfXsVTR/fDUU0/F2TfddNN4mw0I1DqBkSNH+gGc2nnRRRd5F1z1tVlaX0HWW2+9sFnUp4Ky6zdbz54G86qXeCxFISQxBHISkKWUJkX1Ka1LuVuQS4h8Uo7nOV/Z7IdApQmovxYmWOW2RBac+UTuR4KU2s/j3RUIpuPzm2++cfKPr8Wl7MVUadxrslt/8nEvNzcSWQckFwACKU2eF1oAePHFF51cncqHf8eOHYta7NACQBC59iu0APDKK6+E5K5z587x9nvvvefkbkkuj+SmJ4j6aprQ19+RRx7ptfllcfDyyy+7Dz/80McI0KLIk08+6bPIzZaeyWANEcoJn7JUSLqRbKwr11AunxCAQO0RyN+Lrb220iIIQKCBBGTGHhYApIFR3wKAzBqD5pV8TyPNT2CHHXZw+iskcjkSFgCGDRtWxydnofy5jiswtLSgJersYhGSixL7apWABrXS4JIo2JticOQTuf6RZrFErhdKcaMwc+ZMd/DBB/vJ/0UWWcSbmcuHLgIBCDSegNyiyJ2TJkVl2SHXDXJdkU/Gjx8fH9LEDgKBlkRg1113deecc44/ZQVjzbcAIJ/kTzzxhE+n8UHS8qWh7eXd1VBStZNOLms07mjdurWbP3++yxc7on///vECQNLV1GabbRbDGDt2rBs6dGjeMYa06bVA8NFHH/k8WpzVYm6QpHVkdqwBpdl8881DUu/WTdbM6mPlEi0QyLWPRGOebbfd1m/Lnc++++7rt0844YTYPZzfkfgnV0ayotECgBQ5tGig/qAU8PRdovPJN/mv47KakKuiILnaFI7xCQEIpJtA7l+ydDOh9RBIPYFtttnGd9AEQn4Y1VHLJdKuOProo/0h+TwMvm9zpWVfyyWgwd5zzz3n/5J+KHO1SIHcgiioFQKBNBGQJmSnTp18kzV4Gz16dM7mazJRQeHC4C7XQoE0uMJzp88ffvihTlly+xM0vU4//XQfQK9OInZAAAJ5CRR6vyUnQaWpmXSzkCz0iiuucPfff7/fpcXv3XbbLXmYbQhUPQFZoYWFK00o3nLLLXXOWROrgwcPjt9HmtjMFt5d2UT4LgJaYJKoLxMWmvyOrH+TJ0+O9yQtI9W/Cr+rclUlS8d8E90KIhwm/zUhn5z8V+HJeAIhkG5cqW3I6kBuHCWa4JdlZS5R7BEtRIS+nBYK2rZt65MOGDAgjoGmoL161+QS9Qeffvppf0iLziFAcuhL6oCUq2TNkEtkJSC3QklRHAUEAhCAQE4C9oOFQAACEKhDYMSIEVI78H+mtRFZByOyjpZPZxoZ0dlnnx21adMmTmMDhTplsKO6CVhHNb5+1rnMe7LmHihOZwO/vOl0YPjw4XFa64DXm5aDzUfATLEj0yZqvhOo4ZrNTDsy7TL/HJi7kMgm9yNbOPMttoFmZJYBkWn8x8+JDU4j89dah4iZgcdp9FtsWmEZacxKKz5ummmRBf2NTDu5QX+2qJtRFl/KQ8Asr6K77rqrPIVRSskEVl55Zf9smCu8gmUUer/p2TSN1PhZs4mkyNxSRBazI7KJrMhcP0S2mBcf17P4+OOPF6yXBOUjYK7XomOOOaZ8Baa4JJuIjMw9ib+fdS+rr2+WapFNPkbm9ieySdH4XjeN7HhckETGuytJozq31UcJY7qmOkOLGxG1a9cuvn80njDNfH9v6VzUTzrttNMi9ZvU51Fa04rPOD2bRPd91zA+teC+0WOPPRaZ5XFkC0/+93ivvfaK61A/14INZ5ShLxrThjJUzymnnBLZJH80e/bsOK2544n7ckqrcs1yM7LJ9Uh9KNP6jywuQVyOuRqKzCI+zq+N5PtljTXWiMxKzOfVMVs8iB566KFogw02iMtI/o6pPWYJEB+zRQn/7lH94mUBf6OLL744MkuKOE1okynoqQoEAhCAQB0CWrFEIAABCNQhoEHv7rvvntGpMM2EyEwVM/ap43T55ZfXyc+O6idQiQUA00KJ74+bbrqp+iGk9AxZAKjshR8zZkxkZu7xs6BBmWmFZXzXPk3+m9/WnCdTaBJFky9hsFfspxZxkfITYAGg/ExLKbGcCwCq33xWRz179sx43jQ5mlSC0DOoiZjrrruulFMmTyMIsADQCHg5smqR2jSkM+737PeZ+Tn3z0WO7BHvrlxUqmtfcywAiIBZlkT67Uz2WfQ9+/5affXVI03A55JHHnkkMiurjDK0aBUWDkLZKtOssnIVEakPnF2G8qnvlpTbb7890kJyKFOf2fVoX/fu3aNcilQWPybSIkUyv7Zz9QelQJW9KKMFgrAgF8rQuNus7uMydT5SuNICRkhjwbWTzWAbAhCAQEwAF0D2S4lAAAJ1CShAkXxYmzaj+81vfuMTyPT3008/9ds28PX+FWUaqQCyCAREIBmEChdA3BNpJSDXPArmFnzBikPSJFum3bZA5qZMmVKS73+VF+J3aBuBAAQqR8AmgJxpW7pRo0Y5uTuUmJJE7JLBJpq8v3Q9kwcddFDlToSSIdAEBEz5x8mdo/z7B1/pwQWd+v6KGaXjei5KEd5dpVCrjTxyi2Ma+W7gwIFxUF79lob7S77v5UZHLhRt0TVno7feemunGBJDhgzxwdmVyGa2YneIumcVC0l+/xVPIJfI1Y76X7rH9fsdRAF7kyIXcKpLz4RNvPtDwe2ivqyyyiruzDPP9G0KrnuS+fW82CS+s0VKH+spHAv9QR1ff/31neIFmOV9nTgDffv2dWbh4MxKIGT1vv4Va015+/Tp4xQQWYGTxTRILvdd4RifEIBAugm00lJAuhHQeghAoCEETKPHvfnmm36CV74Uu3XrltFpakgZpIEABKqDgBbzNHg3NxbVcUI1fBYaqGnC4+233/bxAUxTzHXs2LGGW5zepslv8KBBgxoUhD29lFp2yzVZpeDdmijS76ieZ3MDQX+oGS+rFmYULFSTbEh5CZimtHvppZe8/3JzYeL9k4dFsPLWRGlNScC0xv0CpmnfN2W1GXXJ973iisk3vs5HE+ErrbRSRpqGfFE8AE3Sqz+re1R/CsbbUDEtfWeuf5yC8WoBIh8TTZnNnTvXxwTQ+a666qo+tkC+9Nn1a+FAv1Nqr+ITmBWNk6KUJvILiepWPvUjxa1r167+WdR5IBCAAASKIcACQDG0SAsBCEAAAhCoAQIsANTARaQJVUeABYCquyScUAoIsACQgotME8tKoBoWAMraIAqDAAQgAIEGEWi+Zd8GnR6JIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQKIUACwClUCMPBCAAAQhAoAUTUIyPZZZZpgW3gFOHQHUSWHbZZavzxDgrCNQwAd5nNXxxaVrZCVjA8tgHf9kLp0AIQAACEKhaArgAqtpLw4lBAAIQgAAEKkNA/kTnzJnjunTpUpkKKBUCKSQgP8QEP0/hhafJzUpAfsRXWGEF17Zt22Y9DyqHQEshoBgmiuWGQAACEIBAugiwAJCu601rIQABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAICUEcAGUkgtNMyEAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQCBdBFgASNf1prUQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCCQEgIsAKTkQtNMCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQSBcBFgDSdb1pLQQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCKSEAAsAKbnQNBMCEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAATSRYAFgHRdb1oLAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACKSHAAkBKLjTNhAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAgXQRYAEgXdeb1kIAAhCAAATcwoULXb9+/SABAQiUkcB+++3n5syZU8YSKQoCEChEYOzYsW7ChAmFknEcAhD4L4HevXvDAgIQgAAEUkiABYAUXnSaDAEIQAAC6Sbw888/u+nTp6cbAq2HQJkJfPnll27WrFllLpXiIACB+ghoQXvGjBn1JeEYBCCQIPDMM8849QMRCEAAAhBIFwEWANJ1vWktBCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIpIQACwApudA0EwIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABNJFgAWAdF1vWgsBCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIpIcACQEouNM2EAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIACBdBFgASBd15vWQgACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAQEoIsACQkgtNMyEAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQCBdBFgASNf1prUQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCCQEgIsAKTkQtNMCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQSBcBFgDSdb1pLQQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCKSEAAsAKbnQNBMCEIAABCCQJLDooosmv7INAQiUgQDPVRkgUgQEiiTAc1ckMJKnmkCrVq1S3X4aDwEIQCCtBBZLa8NpNwQgAAEIQCCtBFq3bu3OP//8tDafdkOgIgS22247t9VWW1WkbAqFAARyE1hnnXVcv379ch9kLwQgUIfAiBEj3CKLoAdaBww7IAABCNQ4gVaRSY23keZBAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABFJHgKXf1F1yGgwBCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAJpIMACQBquMm2EAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIACB1BFgASB1l5wGQwACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAQBoIEAQ4DVeZNkKgwgTef/99H4Bt/vz57oADDnAXXHBBhWuk+HIQGDt2rDvrrLN8UdOnT3edO3cuR7Hu+eefd3fddZd77rnn/LYK7dq1q+vdu7c7/vjj3dJLL12WeigEAtVOYNKkSe7GG290b7zxhnvnnXdchw4dXPfu3d0+++zj9t57b7foootWrAlPPfWU23LLLd2yyy7r9NuMQCAtBCpx799zzz1u8uTJDUL4i1/8wo0cObJBaUkEgWok8NNPP7kbbrjB3Xrrre6tt95yX375pdtkk01cr169nIKdb7TRRmU7bT1X48eP9/WorjZt2ri11lrLdevWzR122GFuvfXWK1tdFASBJAHd5x988IFbeeWVk7vZhgAEIFCzBAgCXLOXloZBoGkIfP75536SaebMmb7Cq6++2g0ePLhpKqeWkgnMmjXLbbjhhu67777zZbz++ut+kr7kAv+b8dJLL3XHHnus++GHH3IWtfzyy7vrr7/ebb/99jmPsxMCtUDgo48+cnvuuad7/PHH8zZnwIABbsKECW6JJZbIm6bUA5999pnbbLPN3OzZs1379u1ZACgVJPlaHIFK3ft6nvW8NkS0yK2+EQKBlkhASj39+/d3oV+f3YbFFlvM9+P23Xff7ENFff/nP//phgwZ4h5++OG8+bRIfsQRR7hzzz3X/fKXv8ybjgMQKJaAFJ90bx188MHuyCOPLDY76SEAAQi0SAJYALTIy8ZJQ6A6CGjyeMcdd8wYJEhDCKluAt9//73XQA6T/+U42yiKvPXHzTff7IuTBte2227rNMn51VdfuTvvvNM9/fTT7pNPPvETo7IOkIYXAoFaI6DFr1122cU9+eSTvmmrrLKKGzRokLewee+997xG5csvv+ykUdy3b1//KS39cok0Nfv16+cn/8tVJuVAoCUQqOS9/+KLL7YEBJwjBBpFQM+QNPzD5L+079WP69Spk5s6darvy3377bdu//33d1988YWfQC2lQvU/Bw4c6F599VWfvWPHjr5fuvbaa7tvvvnGW4/KKuDHH390o0eP9gtqsqZDIFAOAnfffbcfv5ajLMqAAAQg0KII2KQNAgEIQKBoAmY2Ge28886R/eDFf2b2HllnveiyyNC0BIYPHx5fs3D9zAKgUSdx7bXXxmWuueaakU10ZpSn+yVZr7kmyTjOFwjUCoFTTz01fha23nrryBbAMppmCwSRTZ7EaQ455JCM4435Yq5PInObEJet59ssABpTJHkh0CIIVPLeX7BgQbTIIov458oWtiNzGVHvn1kAtQhmnCQEsgmYBWf8/th9992jhQsXZiSZNm1aZBYuPo1ZAkRmLZBxvKFfTPM6rscWrKNPP/20TtaXXnopWmGFFeJ0f//73+ukYQcESiFg7q3i++qyyy4rpQjyQAACEGiRBAgC3KKWazhZCFQPAZlLTpw4MeOENthgg4r6tM6ojC8lEZBLkosvvtjnXXLJJUsqIzuTDRDdCSec4HfL9/GUKVO8tlgynU2euPPOO8/Z4oDfLe1oWQMgzUNAWnWKAYGUl4D1BL3fZJWqZ+Gmm25y7dq1y6hE7hPGjBnjlllmGb9fVjN6hhojX3/9tRs2bJiPsyF3XkjzELjiiiu8xVPz1J7OWpvi3n/llVfczz//7AHLtdaKK65Y75+0mZGmI6A+x2uvvdZ0FdZoTf/5z3/clVde6Vv361//2undJGvOpCiW0y233OJ3qR9x1VVXJQ83aFv5FF9AIus3afYvt9xy/nvy37rrrptRvimaJA+z3QgCo0aNakRuskIAAhCAQEslwAJAS71ynDcEmpHA2Wef7S6//HJ/BnI1EWTjjTcOm3xWIQH5JJbZtiYydN1k5h2kVatWYbPoz/vuuy/2Mf6nP/3JaeCYS+TL9cADD3RdunRxm266KS5KckFqon1yU3PiiSc2UW3pqeYf//iHk5sfiWn/11kICyS0KBACG8qdggIElyozZsxw66yzjrvkkkv8s63FtpNPPtlPUJZaJvlKI3D//fd7Nxml5SZXsQSa6t43TeT41BQ7B6kuAnJXEyaUq+vMWtbZmIa9M2sXf9KHHnponcn/0Jo//vGPsQtHLQDki/kU0md/ygWkFu4kciNqWv7ZSeLvqiv4/n/hhRfi/Ww0jsDxxx8fL2o2riRyQwACEIBASyJADICWdLU4VwhUAQFp4Jx22mn+TI455hgfYPLBBx/03/H/XwUXqJ5TOOyww9y7777rNa2uu+46H6y3nuQNPqRBYxBN8NcnJ510ktMf0vwEzC1T859EjZ2BFrY+/PBDJ43hXBqNyebK17JEC2MKjl2q3HvvvW7u3Lk++69+9SuvndmnTx9vfaCdjVncK/Wc0pyP56rprn5T3ftJ//8sADTd9S2mJp67YmjlTqs4TUF+//vfh82cn4rx9Oabbzpzh+Uee+wxVyh9shC9+xT/5t///rcr9DxpQVsWNXrHyWpU1nKLL754sji2SyAga8XmEj2rt99+uw+qPmfOHK80IcUhxX/Q3wEHHOAUO6mQaGFW5ehTcZV0X0ixQn+DBw/OqQTx6KOPur/97W8ZCki33XZbHItCSkzBUjlZ/zPPPOP7VLNmzXJvvPGGU6D3nj17+j/FeFLfqz6Rkoe5GnJa/FKbxT+0t1evXs7cbdWX3R9T3Yqnpvr1pyDaejakVKU/BapHEa8gRhJAAAIt0nERJw0BCDQLAQtaGdlklfebuMcee0SmSR6Z9k7sR9E6Nc1yXlRamICZbMfXacKECT6DdRbjfdaZLFxInhTy+W9v08g68HlSsLvaCFiQvUgxO5DmIWCLBFHr1q39c2MuFRp1Eoo5ID//55xzTmRBGeOyVl55ZV9+hw4d4n1sVJbADjvsEN11112VrYTSYwJNde/bpIp/lmyyJa5b/R+b1Inmz58f72OjeQiMHDkyMoWU5qm8hmpda621/H2ueBfff/99vS0zzX+fVn0/cytZb9rGHDTL1cgWsX1dXbt2bUxR5E0Q0FjOJuITe5pm0xZxou7du8f3ju6f7D9zjxiNGzcu7wnpvNXfCX2o7Pz6bkoV0aRJk+qU8de//rVOfcn85iY1I4/6avvtt198DybThm1zYxWZu6yMfMkvl156aTx2DnmyP83SJcoXO0ax9c4///zIFjjqPXddU1vAiBRnCoEABCCQjwAWAPYLjEAAAoUJSDNIGgrS3AjapdIslcsLiU1Aud/85jeFCyJFkxOYN2+es4Brvt599tmnQZomDT1JuS+RNoskuDSRiyELyOhdYUydOtX7xJaW1xZbbOHrlkYXAoG0EpAWo9xvBbcJe++9d6NQ6HdZMTiyYw00qlAyQ6AFEGiKe199nldffdXT0HtM77azzjrLTZ8+PXZjIm1VWf/YJA39oBZw33CKuQmEvlynTp2cTa7mTvTfvUlXj9JGrpTIxZBNYvjisTKuFOWmKVexH2yRPI7XIc33AQMGeC12ufF64IEHnLTc5a5UYxW5fpKLqGxRHrkelSyxxBJur7328uOP7777zo9JbeLfW4sMHDjQ2eKgk7V6ELlLlHsrWa/IckWiuBY9evTw20lNfv3263zDOFda//qu94ApW/h3gSzgP/vsM2eLBN4K4cILL/TlhH+mOOeOPvpo725J+ZWuW7du/rtil8giQW63ZM0m16xJa7NQhincuTvuuMN/lWWp2HTu3Nm1bdvWaXw3efJkX7fOV+1VPD6lQSAAAQjkJJBvZYD9EIAABAIBCyrpNUztRySyzlMkjRyJ+bqOtRGs4xKS81lFBKxDGP32t7/118kmKSLrqMZnVw4LAN0bui/0d9BBB3mtsWS54Vj4NL/okbkhis+BjeYhgAVA03J/4oknImlMHnLIId7yQs+DBQOOLBBzxU4EC4CKoc1bMBYAedE06YFy3vsWXDZ+xy255JLxdninJT9twiqyAN9N2lYqiyIsABp/F9gkZHxvb7TRRgULfP755+P0u+yyS8H0pSQwF0GRTZr6emSVYItupRRDnhwEmsMCwBZP43vmqKOOynFWUXTBBRfEafQ+zZZbb701Pm5BoqPZs2dnJ4nU35K1ln6b9Zv8/vvv10ljMUPicsw1T53j2mHx7uI0eibM5U6ddOaCKFpqqaV8OjHVc5EUc43lj+k+zpXf3GFFFgMjrsfiXCSzR7LOTlrAWKDujOP6Ims0WcOFd5EtUNRJww4IQAACgQBqmPZriUAAAvkJyEentBI+/fRTH9xVQQ6lxSAJWhHaRjNHFKpPpI0iLXxZayhInpnWlvUkv/rqq7g8aaNIO0b+NG1y0/vGtIGh/9R3ibRd1l9/fe8nPc7IBgRqnIB8s9rkv5M2oy2++NaeccYZTnE5EAhAoHoJJDUy9b6TVqoseEaMGOF9QiuYZrB+VGBTWdvZJFX1Nogzg0AOAtJoDiKt6kKSTBPeaYXyFHNc5/OHP/zBa1orn7SopTGOtFwCspoKorFBLhk6dKgfa8q3vSwBFPMhiO4z/d5KdP/Jl79832eLKT05c8njd+s3WRaSxYopN7kzzzzTZ9NvvjT0V1999TrFqB2jRo3y+6WBrz6dTbL578EaWl807smV3xaV3Z///Gcfv8BcXPl4Bj7zf/+NHj06Ls/cFzlzN5Q87Lc1vjv99NNjK1DFQwjnUCcxOyAAgdQTYAEg9bcAACCQn4A64P3793f/+te/fKdDk/8yDQ7y7LPPhk0CD8UkqmfDNEnigM0aPJn2fdlPLrkAcPXVV3sTXnV01QHVnwJ06VOTKMHE1nwmu2HDhpX9XCgQAtVIQGbpCgy84oorOg32gpjGlpM5enAvEvbzCQEIVA8BBZgMov6PFB/kcmH48OHenYNprPqg3wcffHBI5jSJJVdfCARaCoFkX07KHIUkGYi33AsAci0p1y/qO0oUlNV8vhc6JY5XOYGke50rrrgiY3I/nLruPQW3NX/4zjT5MwI+y52OWRD7pHKlkytYbyhHQakt1oD/qgVZi2kRDjXo8+GHH47dNGr8ZFr6efMpaLHc+kj0fnjrrbf8ttydqt8nURDhpNKc3/nff1o00DOkRQezpE4e8gvKGkdZnA0fODvjYOKLlKzWWGMNv0euloptb6IoNiEAgRonwAJAjV9gmgeBUglI60IdcE1OqUN29913u7XXXjujuGRnBguADDTN/kUDKPmAlJ9xXbfzzjuvIueU7GSq06kJEnXas+8VTf7L32awQLBAxN4yoSInRaEQqCIC8qUsH7EffPCB12bUIE+ajRL5vZW2GosAVXTBOBUIJAgMGTLEL2TLmk4arNnvNiW1gOru8ssv91qe+q5F7qAVqu8IBKqdQNLnv/pyhSSZpiELBoXKC8f17GyzzTa+H6l9ijUg3/BJi4OQls+WRUCT8tJWl8hSuGfPnl5zXTHmpD0fxFzphM2MT3P3E39viDVIGJeq7Llz58Z5G7KRjGux/fbb15tF5xv6dEqYzCsLeokUQXTOsgaVdcLHH3/s9+ufmOSLjab3jawMLLhv3jTqW44fP96/d0Khyecz7OMTAhCAgAiwAMB9AAEI1CEgs8V9993Xd8DVKRk3bpwPkpRMKPPC5557zu9SALz6tCOS+dhuGgLSTlQnVIO6W265xS/iVKLm7MCj0oZMajkn6+zQoYM76aST4l1yTYRAoNYJaHAY3KZpoCczbwWwC8F/ZeaefC5qnQftg0BLIqBgi5qAOe6449xqq62W99T1nMutV5Ck5UDYxycEqpVAsi+nycpCkkwT3m+F8hQ6riDEm2++udOEsEQuUx5//PGcrlMKlcXx6iOw/PLLO4uR4sIEvyb0FVB9iy228IGAFcxXk+PmFz/nyQfNeh3U77HFeqn3T5rzQZJ5w776PqWoEaS+3/2QJuneRwGGg8jSU0F5JZqUl/LT/vvv7y0DLK6At9K2uAEheb2fcsUrZTyNswYPHuyVRzT2lmWFFL7ksjcILoACCT4hAIFsAv/nlDl7L98hAIFUE5DPwdBx6tu3rzcllLZGUtQRCT5D27dv77U5dFwa3nIbhDQfAblqUidbcuyxx/rBkyYZsyWpva8Od0ijgWDw2Z+dJ/t79mS/tJnrk6TWzqxZs+pLyjEI1DSBSy+91E2aNMmbfsuliLS4VlpppZpuM42DQC0TsKCUcfOw6olRsNECCCT7cvkmYJPNSKaxIKjJQyVty0WKYkgF11kWyNS72kK5qCScVZtJ7m5k1aGxSXKi3ILb+nGkxpqyKLEgwd5yOSwWqEFaIAoS7pPwvdDn22+/XShJxvFgbaCxUEP6ZVqMCDJv3ryw6Sf6pex05JFH+tgwIaaBJug18a8/Czbs3RVJWWu99daL84YNueGVC6ybbrrJWxKE/clPMdWYPIzLk8fYhgAEIJAkwAJAkgbbEICAJ6BArUEefPBBp7/6RJpu0tyQDBw4kAWA+mA1wTFpiAQ5//zznf4KSTCVVTppXG211VaFsvjjyU6vrA2S33MVIG3KIMnOfNjHJwTSQmC55ZbzMQBmzJjhm6znoSEDzbTwaantDC4OWur5c96lE9D7T9dfkztSkkAg0FIIyMWONImlRRz8rNd37sk0wc95fenrO3bnnXd6DWa5rpQoyLYCvCr4KlJ7BORSR39yIytrSLl4Ukw5WZ9LZF0il2uaHJfff7lYkyTvB1lbSfmsoZJUPmpIHvXP3n//fa+1v2DBgryWzaGs5O99tkWMzvv666/3buHUHo2pp0yZkuEG6LXXXvOWELK432mnnUKx/nmUYlVyUUGBgBU/SgvOcqOk8Zs+ZVEQrAnoh8QI2YAABLIIsACQBYSvEIDA/wUxKpXDxhtvXGpW8rVAAuqAa9JS2suKNyAtm+Qkf3aT5As9iDqxSPMQkGuv3r17N0/lNVyrtK80ka8gdhq0FdJeTB7/+uuva5hMOpomTdgQDDAdLa79VkrTWf6aNTmpSZf6RJOiwfVCly5d6kvKsTISUEDaTTfdtIwlprMo+RvXAoDueWlYy2VLPkm6VGlMv//KK690hx9+eDz5Kw1xWcclNb/znQP7SycgV0v5/M6XXmpxOTVxrT9N5ssCQJPiCtgrJSb9jkoZTfsUj06ioL8KzitRvqTffb+zjP/0+x2suN55552Cv/1KEyTfcyMLeQUv1p/a98ILL7h7773XXX311X6xQe8YuURKLgDsscce8eS/rGKuuuqq2KVQqC98Jq1ywmJKOMYnBCAAgUCABYBAgk8IQMATUKdEGuCFZLfddvMBLKVlII2DEKBLGkRI8xJQp1j+9gvJxIkTXXDDc+ihh8Z5Vl111UJZM45r4C1XJhL5bq1vASA5aEz6zMwokC8VJ6AJk0KWPRU/iRqsYOTIkX4Ap6ZddNFF3sy9vmZK6ytILtPvcIzPlkFA/ouR2iHw1VdfeS1T+W5WH0eTVPUFPA3vUxFQrA+kaQhoAhlpPAH15cIEq9yWKPZFPpk2bVp8qNTFlxtuuMFpwl/jDo0l9M5UsFOk8gSS16/ytf1fDd988413+6PFJQUEToo07jXZrT/5uD/xxBP9YVkHJBcAQh5NnhdaAHjxxRe9C1v58O/YsaO/x0L+Qp/JBVwtBBRa/H3llVfiIpNjoPfee88pnsBaa63lXR+FRLrfNaGvP7kHkja/LA5efvll9+GHH3rXQXrfPPnkkz6LlAv0TAZriFBO+NQ7SopYQQgCHEjwCQEI1CFgL10EAhCAQFEEzHd8ZIPgyH5QIhvkFpWXxNVDYM899/TXUNfRAgaXfGIW1Coux0y3I9M8yVuWabbEac30N286DkCgJRKYPn16fH+bVmS9TTCfx5ENAn16WzitN20pB80diS/bFgNLyU4eCLRYAuW89811RPxMm6uSepmY67w4rflzrjctByFQbQRswjS+f23SNe/pmTuSyFw++rTmdiRvuvoO2KRqZP7VfRmmiR7deOON9SXnWA0QsIlxf71175i1ZN4WmVvZ+D40V0FxOvWZNF7Rn/pMpvEeH8vesMWGyCws4/SmbJGRxBbr42OXXHJJxjF9MaWm+LhN/kc//fRTnTRhh03+x305i6URmSa/P6R3QDjfE044ISTP+Wnuc+O05g7Jp7HFj3hfv379cuYLO++44444req0RZZwiE8IQAACGQQWsR8JBAIQgEBRBKQNIR+NEplhIrVNQAGonnvuOf+X9EMZWq3AbcFqQP48Tz755HAo41OmrvL1KlHAqmwNoIzEfIFACyQgTchOnTr5M5dPWwVUzyVyhXXggQfG7kIUEC9bpMEVnjt9ysUWAgEIlJdAofdb0D5VrUcffbRLurFLnoncljzxxBN+1/rrr+/23nvv5GG2IVD1BGSFJo1kidywKChptshNyeDBg+P3kU1sZifxftMLvbtktRG0lE8//XS3//771ymHHbVFYNddd/UNUl9GQW3zyeTJk+NDSctI9a9kfS6RqypZi9jEfJw2uXH88ce7jz76yO/adtttndxbJSUZT0Au3rJFv/ty4yjRmFfWKblEVmJDhw6N+3KmWBVbiQ0YMMDJ2lZy7bXXOr1rconeKbKelsjSTNYCktCX1LYpaXlrBm1ni6wE5FYoKWGMntzHNgQgAAFPIGM5gC8QgAAEGkDg8ssvjzUNLrvssgbkIEk1EmioBYC5B4qvtw38cjbF3MlE5rM1Tmdm3dFjjz0WWUc/sk5vZJ39jONKj0CgFgmYmXZ8r0vD0Sb3I2lMSmygGcliRtpr1gnzfzY4zWk1Y2bgcRqlNVPyonCVUwu6qIpJDIFmJlDMvV/o/aZ3WNIKQFqsNjka2cSPf79Ja/qAAw6In1VZR9pCQDMToHoIlEbAJiJjbWZp5p999tmRxbSJZPlrbmMimxSN7/XNNtssp2Z0oXeXtP3D+091yHJUmt4N+Zs/f35pDSNXsxMwF6BRu3bt4muv8YQ083VvScNe/aTTTjsttgxRWnOLk3HeGk+YG5y4DP02a6whiwJbUIqkjb/XXnvFx5XWgg1nlKEvNmkep1E9p5xySmST/NHs2bPjtOaOJ+7L6X5VuTNmzIhscj3SfWgBfSOLSxCXY66Gos8//zzOr43k+2WNNdaIxo8f7/PqmN4hDz30ULTBBhvEZRxzzDE65EXtsQDb8TFZ5cgqQPWLl7nfjS6++OLI3APFacJzpfcSAgEIQCAXAa1YIhCAAASKInDQQQfFnY1cHauiCiNxsxEo5wKAGmEBuzJMbtURbdOmTXyv6LsGe6NGjWq2NlMxBJqCwJgxY2IXCWFAFtymhe/61OS/+W3NeUqFJlFyZkrsLGYSNJGNTQi0eALF3PvJCZp8C9xafDOf0BnvMrnvyn6/rbLKKlFw39DiIdKA1BLQIrVpSGfc78HlT3h/aSEsn5uRQu8uLRyEcor9tEDbqb0utdBwLZ5qHJC87vqefX9ZjLBIE/C55JFHHonMijijDP0eB5dSoWyVef/99+cqIpKLoOwylE99t6TcfvvtkdwohjL1mV2P9nXv3j2nK9WFCxdmLCCHcnL1B4cPH15nQU0LBMFVZMirBYull146Piedj1k8+AWMkMaCayebwTYEIACBmAAugOyXEoEABIojYJP+PoNMGxW4CIGACPTp08cp6JZMZ80Ppodimj0xnN69ezvrzLphw4bF+9iAQC0SkHsDBXOT6XmQpEm2TLtvuukmN2XKFB/sLaThEwIQqD4Cel5nzpzpRowY4WzixZ+gjaRilwzLL7+8d00htyfmE736GsAZQaAIArvvvrszf+v+XjbLTp8zuKCzRS/fh9NxmxgtotT/JU0Gy/7fXrbSQEBucTSGNJ/3cVBeixsWu5QyjXcnNzpyodizZ8+cSLbeemv/ezxkyBC37LLL+jT6PQ4upXTPyqWUWRe4/v375yxDrnbU/9LvtS0UxGkUsDcpCoSt3349Ezbx7g+FevTFFn3dmWee6dsUXPck8+t50bhn5MiRziw/40OhP6jjchk3btw4/36xxZA4jTb69u3rzMLBmZVAvH/BggXOLB6c8mrcpYDICpwspkFyue8Kx/iEAATSTaCVlgLSjYDWQwACEIBAuQno1WKmtH4S1MxTnZnJOjN/LXc1lAeBqieggZomPN5++23v09U0xVzHjh2r/rw5QQhAoC4BTVYpFs6bb77p5A9dEzMhBk7d1OyBQMsmYJrSzoKyev/l6sNpkjMsgrXslnH2zU1Avu/1Wyrf+KbF7ifCV1pppaJPS/EANEn/9ddf+3GG7tOghNSQwkxL349X2rdv7xUysifhQxka18ydO9fHBND56ndfsQXypQ/5wqcWDsyCxbdX8QnMisb16NHDT+SHNPk+Vbc4qR8pbl27dvXPos4DgQAEIFAMARYAiqFFWghAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIBACyGQaWfUQk6a04QABCAAAQhAoHQCwUKj9BLICQEIZBN49dVXs3fxHQIQqDABaREHlxoVroriIVATBLJd3dREo2gEBCAAAQgUJMACQEFEJIAABCAAAQjUFgGZPMt3KAIBCJSPwKmnnuqmTZtWvgIpCQIQKEhg4sSJ3n92wYQkgAAEPIFevXo5KYIgEIAABCCQLgIsAKTretNaCEAAAhCAgB/4ff7555CAAATKTED+eREIQKBpCfA+a1re1NayCXz55ZcsALTsS8jZQwACECiJAAsAJWEjEwQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCECgugmwAFDd14ezgwAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQiURIAFgJKwkQkCEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgUN0EWACo7uvD2UEAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAESiLAAkBJ2MgEAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEKhuAiwAVPf14ewgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAiURYAGgJGxkggAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhUNwEWAKr7+nB2EIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAIGSCLAAUBI2MkEAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEqpsACwDVfX04OwhAAAIQgEDZCbRq1cots8wyZS+XAiGQdgLLLrts2hHQfgg0OQHeZ02OnApbMIGlllrKqR+IQAACEIBAugi0ikzS1WRaCwEIQAACEEg3Ab3658yZ47p06ZJuELQeAmUkMHPmTNejR48ylkhREIBAIQLz5s1zK6ywgmvbtm2hpByHAASMwOuvv+66desGCwhAAAIQSBkBFgBSdsFpLgQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCKSDAC6A0nGdaSUEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQikjAALACm74DQXAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAE0kGABYB0XGdaCQEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAikjwAJAyi44zYUABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAIF0EGABIB3XmVZCAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIBAygiwAJCyC05zIQABCEAAAhCAAAQgAAEIQAACEIAABBPgm9UAAEAASURBVCAAAQhAIB0EWABIx3WmlRCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIJAyAiwApOyC01wIQAACEIDAwoULXb9+/QABAQiUkcB+++3n5syZU8YSKQoCEChEYOzYsW7ChAmFknEcAhD4L4HevXvDAgIQgAAEUkiABYAUXnSaDAEIQAAC6Sbw888/u+nTp6cbAq2HQJkJfPnll27WrFllLpXiIACB+ghoQXvGjBn1JeEYBCCQIPDMM8849QMRCEAAAhBIFwEWANJ1vWktBCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIpIQACwApudA0EwIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABNJFgAWAdF1vWgsBCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIpIcACQEouNM2EAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIACBdBFYLF3NpbUQgECpBB566CE3ceLEBmVfa6213DHHHNOgtCSqLAEF+TryyCMbHOxr9913d1tvvXXJJ/XTTz+5G264wd16663urbfecgqKuckmm7hevXq57bbbzm200UYll01GCLQ0ApMmTXI33nije+ONN9w777zjOnTo4Lp37+722Wcft/fee7tFF120bE1SIEw9e88++6x77rnn3Jw5c9yqq67qunbt6g4//HC3zTbblK0uCoJANRN46qmn3JZbbumWXXZZN3/+/Iqeqt5xv/3tb92HH37oBg4c6K644oqK1kfhEGgKAk3Zl5s8ebIbP3687zOq39imTRuncUS3bt3cYYcd5tZbb72maDJ1pJCA7vMPPvjArbzyyilsPU2GAATSSKBVZJLGhtNmCECgOAI77LCDu+eeexqU6YgjjnCXXXZZg9KSqLIENPGoQVRDZdSoUW7YsGENTZ6R7v3333f9+/d3M2fOzNgfviy22GLu+uuvd/vuu2/YxWczEfj222/9ZPTXX3/dTGdQ29V+9NFHbs8993SPP/543oYOGDDATZgwwS2xxBJ50zT0wLvvvut22WUXP/mfL8/OO+/sxo0b59q2bZsvCfsbSWDHHXd0gwYNcnpfIs1D4LPPPnObbbaZmz17tmvfvn3FFwAOOOAAd9NNN/nG7rHHHu62225rnoanuFb1W/QbOHLkyBRTKF/Tm6ov989//tMNGTLEPfzww3lPXovkGlOce+657pe//GXedBwojoD6499//71bZJH0OoOYPn26v7cOPvhgryhVHEFSQwACEGiZBLAAaJnXjbOGQJMS+O6779wjjzzS4Do33njjBqclYWUJvPjii5Wt4L+lSwtSGv5h8l8aW5rg7NSpk5s6daq78847nSad999/f/fFF1/4TneTnBiVQKCJCfzwww9+Mv7JJ5/0Na+yyip+Urhz587uvffe89YxL7/8sl9Q7du3r/+UpnKpMmPGDPfHP/4xnuhcffXV3U477eTWWWcdp+f/mmuucd9884234Bo6dKi76qqrSq2KfBCoagJ6D/Xr189P/jfFif7tb3+LJ/+boj7qgEClCTRVX07jClnMvPrqq75JHTt29JZxa6+9tn9fPf/8894q4Mcff3SjR492n3/+ubemq3T7KT8dBO6++26nBXsEAhCAQOoIyAIAgQAEIFAfgfvuu0+WQv5vzJgx9SXlWJUROP744+Nr98ADD0Rm6lrvn2mEl9SCY489Nq7H3AhF5o4ko5xp06ZFSy+9tE9jmkeRaZhlHOdL0xKwCeHoF7/4RdNWmpLaTj311PhZMHda0VdffZXRclsgiGwhLE5zyCGHZBwv5otNokRdunSJyxoxYkSd7K+//nr0q1/9Kk5ji7l10rCjPARM8z+66667ylMYpRRFwNz+RGbtFt/n6rOYBUBRZRST2DTOI1u4y6jPLACKKYK0ZSJgmv+RuZ0sU2npLqap+nKm1R8/O7ZoF3366ad1wL/00kvRCiusEKf7+9//XicNO0ojYJYVkbm/KS1zDeQyd4nxfWUW6zXQIpoAAQhAoGEE0mv3lbqlHhoMgdIJyD9nkO233z5s8tkCCNgAyp+lzH232mort+KKK9b7Z5PCRbfqP//5j7vyyit9vl//+tfu5ptv9j5ckwX17t3b3XLLLX6XNLrQQk7SYbtWCFjXy/vhV3v0LMk1SLt27TKap2fRFlLdMsss4/freZH//lJE5chnskRuEoYPH16nGMUAuOCCC+L9ikuAQKBWCMiNmdzW6R1ji11N0iw95wceeKCTu6Ell1yySeqkEghUmkBT9eXUB1S8Goms3xQnZ7nllvPfk//WXXfdjL7itddemzzMNgQgAAEIQAACRRJgAaBIYCSHQBoJ3Hvvvb7ZPXr08EEl08igpbY5LAAo8GilfH+bVpZbsGCBR3TooYfWmfwP7OSmRIHdJFoAkKsUpPkIlDMAbfO1orpq/sc//uHd/OisFExbLrByiRYFQmBDucZSgOBSRBMnErOucWeeeWbeIuQSSK6BNKEid0BI5QjwXFWObXbJcn8lV1eXXHKJD3Qvf9Ynn3yyX+TOTlvO7/I5L7eIqi/pd75Vq1blrIayiiDAc1cErDxJm6ovpyD1If6Q3LCYln+eM3LevV3w/f/CCy/kTceB4gjwW1UcL1JDAAIQqBUCxAColStJOyBQIQKvvfaamzdvni9dE7hIyyHw73//23388cf+hDfccMOKnfjTTz8dl/373/8+3s61se2227o333zTmSsi99hjj7lC6XOVwb7GE2jdurU7//zzG18QJWQQ2HTTTd2HH37oXnnllZwajcnE8rUs0cTV8ssvnzzUoG0FOVU9EsXbUMDTfKIJFAVcRCpLQHFQZGmFNA0BKSfMnTvXV2ZurryVWZ8+fWK//JWY5NIzp0UGibnYc1tuuaXf5l/zEdAikGI/II0j0FR9Ob37FP9GfdRCfVMtsik+gJ7zTz75xFvLLb744o1rKLmduQtstgDA5nrI3X777W7ChAluzpw5XmlC1sOK/6A/BVZX7KRCIgUnlaNPxVXSfSHFCv0NHjw450Lwo48+6hS7Rf2nIArcHmJR/OlPf3JrrrlmOBR/PvPMM/69MmvWLPfGG294pYuePXs6/Q0aNMjp/VOfSMnDXA05LX6pzbIiC+3t1auXM9ep9WX3x1S34qmpfv2pT6dnw9xA+r8999zTEYOvIEYSQAACDfMURCoIQCCtBGySMPaTKD/uH330UWSdtujPf/5zdO6550Y2AM/puzOtvKqp3ea6Kb52Y8eOjU9NPsmtAxqZGXa8rzEbptXv67GBWvT999/XW5Rp/sfndPHFF9ebloMQqFUCtkgQ2SKMfxbMdUlJzRw/fnz8LF133XUllUEmCLRkAoq3IT//55xzTmTB5eOmrLzyyv7Z6NChQ7yvHBuKuWGWkL5sm2TysW5sIiZ+Dm0CphzVUAYEmoVANfblLPhvZAt5/hkzd3bNwoVKy0fAFnEis0iOfzNtJq7OtrlHjMaNG5e3UsUu0G9+6EPlKsOUKiJzd1injL/+9a916kvmf/zxxzPyqK+23377xfdgMm3YViwYc+WYkS/55dJLL41M0aPeek3Bzo+vk/nCtsZqGovbAke9ZagOW8CIFGcKgQAEIJCPABYA9uuNQAAC+QkE//9yHyNtO2kwBNPdkEu+O7V/r732Crv4rAICwf2PTkUaLdZhdtdcc4236LCXgncJJM0569y6I4880pWqLSltFoncnUizvD6Rlk8QabAgEEgbAWkxSlM8uMDae++9S0IQNNaUObgTkvWBXJNMnTrVa5rJ7Y80LHfbbTfXuXPnkuohEwSqlYC0Jk844YQ6cTYqdb4nnniimzlzptc0zRXrplL1Ui4EmoJANfbl5C5S/VXJJpts0hQYqKNCBBT7YYcddnCyLJdI813Wi9Ji1+/qAw884KTlbos+bp999nGyXJSLqGxRnvvuu8/vXmKJJfzYU30gW6B1csOoOEfqZw0cONC7aLMA4XERGvPIVakskWWFLFH8GLm4lSQ1+WWpoPNVmRK5WtR39alswdlZ4Hn34IMP+lgwGkfJCuHCCy/0acO/e+65xx199NHeRZ3yK50Fq/ffp0yZ4mSRIBeqGl/LiunFF18MWeNPCy7v7rjjDv9d422xUX9O43JZ6Gucrrp1vnJJt8EGG/g0cQFsQAACEEgSyLcywH4IQAACFhAsp9aCNL1zaV5cdNFFQKsiAjbpF2uLLLXUUvG2vQPqbP/ud7+LzES16LO3jmtc1kYbbVQw//PPPx+n32WXXQqmJwEEaoHAE088Ecn65ZBDDoksOLB/BiwYcJS0zCm2nTYojJ8lGwRGstCyAWa8L/mc20A6uvrqq4utgvQQaJEEKmEB8NBDD8VaoEnrNSwAWuQtwklnEajGvpy5CIrfaRp3TJ8+Peus+dqSCNiEedw/Oeqoo3Ke+gUXXBCnscn2OmluvfXW+LjFNIrMlU+dNOpv2aKCT6e+z/vvv18njQWhjssxBbY6x7Xj7LPPjtNofGMud+qkMxdEURhfSQNfY5ykmJtTX4b6ZrnymzusyGJgxPVYnItk9kjvl6QFjMbl2fLzzz9HsoYLfT5boMhOwncIQAACMQGCACdXQ9iGAAQyCEgbQxoFQbbffnuvWTF//nxvBSBfhgp0GeT00093//rXv8JXPpuZQFKTRD5XzXzaHX744U6aizaB4aRVErT+zezVB1szFz5FnbW0YIJIE6eQJNMQjLQQLY7XCgH5ZrXJfx/8Otz3Z5xxhjvssMNKbqK58orzynez4mnoeVQ8AWmS6c9coPg0sto6+OCD3WmnnRbnYQMCEGgYAZt0cQceeKDXRFaMgaRGacNKIBUEqptAtfXldD5/+MMf/DtN5KRFLY1xpOUSsAWc+ORNASjeTm4MHTrUyVJYVgGyBFi4cGF8WH0nxV2RaCwhX/7yf58tv/3tb/04R/vV95GVWLHy+uuvuzPPPNNnkyWCNPRlUZktaoeCwks0XlafzmbZ/HebmPdWAvqy/vrr58y/5JJLOnOp663KNEZLWm4r3+jRo+PyzH2RM3dD2p0hGsdp/N2uXTu/X9YA4RwyEvIFAhCAgBFgAYDbAAIQyEsguP9RAgVGuvvuu705pjogcvUiM8iHH344DuSqjpY6K0jzE9Dk4Ntvvx2fiK6fTGvHjBnj9t13X389FfjKNGXiQFkywbW4DnGehmwkJyFljlpIksHbwkRooTwch0BLJiCzdLnmWXHFFZ0Ge0FMY8vJHD3pyicca8hn8tnTMy3zetNY8wG2tXirP9WrhQYFGpYo8HOp9TXknEgDgVokoMU7BSyVCwfTHI0XzmuxrbQpnQSS75Pm7st9++23fqyhiUxJcGGZzitTO61Oute54oorMib3Qyt17ym4rcWb8+OT5JhB7nTeffddn1SudHIF6w3lSCHCYg34r2Y14IpVbtLYNrhp1OKTaemHout8Kmix3PpI5C7orbfe8tsKYK1+n0RBhIMrIb8j8U+LBhoPadHhoIMOShxx7ogjjvCBjqW0pcDZ+cQsSt0aa6zhD6svWGx785XLfghAoPYIsABQe9eUFkGgbATkM16dlieffNJrjKszky3SPFDHJEjw7Ri+89k8BNq0aeMXZ+Tz/8Ybb/TXKGj7J89oyy23dOaGJN6lBQD5o2yoJH3+q9NZSJJpGjLILFQexyFQ7QT0jHz22Wd+Yl5ajRrkSbNRokU3aauVMimfHODpudLk/imnnBJP9qt8TfxLM+ykk07SV79IMGzYML/NPwhAoDABTfgH/8sWzNFrpxbORQoItCwC1dKXk4XxNtts4yd/RVDa4FrMTlqPtiyynG0goEn5MA6RAlLPnj19/0QWjElr86CwEPKFT3P3EzYbZA0SYkao7Llz58Z5G7KRjFEm6/f6ROcb+nRKl8wrS0yJFEFkwSJrUFlhf/zxx36//olJrvG1jq299tpOVgZS4sqX5oMPPnDjx493enaCJMdaYR+fEIAABERgMTBAAAIQyEdg1VVXdforJNKyML/WXoMh2fEplI/jlSMgrZmke6b6atppp528eapcBknjRZYCoeNcXz4dCyan2lYHt5Ak00ibEoFArRPQ4DDc6xroycxbAewUyE2DNpm5a4JeJubFSPLZW2uttbyLhHz5Vb407jRA1IKuBsT5Btn5ymA/BNJGQJqockkh2XXXXX0Ax7QxoL3pIJB8nyT7aflan0wT3m/50jZ0v4IQayI1BCOWyxUFtc/leqWhZZKuegjIPaGskM3/v++DaEL/rLPO8n8KbqsFgu22285bf5hf/TonHjTrdeC4445zJ598cp00yR1yfRpEedVPaqhIUSPIaqutFjbzfibvUQUYDiJLTy1wmG9/r4AxYcIEpz/1BRWsV/e7ghXLor6QfPrpp77/pnNTe8RPdSUXE0IZuAAKJPiEAASyCdRV581OwXcIQAACBQioIxM6a9pGWh4BC6YVn3Qx2shJlybJznZcWNZGMk24Z7KS8BUCqSAgbWItnErkbk1aXMVI8tmTZll9E/qqZ7311vPFy6du0j1YMXWSFgJpIaBFMrmZkGuU9u3bewsbLdZl/yXfabLKCceLsaRLC1PaWb0Eku+T5D2d74yTacrRl5O18RZbbBFP/mtCVBOnyYnVfOfC/pZDQO5u7rrrrjqT8YqzIquA/fff37vbka//pFWAWhgWhrT9ySefOAvuW+9f0q1VsX2eYG0g1zorrbSSqqxXLPB8fHzevHnxtlwATZ061R1oMWSS7ow0QW8Bg73bRgsw7Hr06FHH/38oRLH1hgwZ4lTHjjvu6E488UR37bXXumnTpsWT/7KUKddCXKiXTwhAoDYJYAFQm9eVVkGgSQlIE0j+GiWrrLJKk9ZNZeUhoM5jkKQZadiX71Nm2fLrKf/IwTdnvrTan0wTfGPWl55jlSEg8+CrrrrKB4WuTA2UWoiANN4UA2DGjBk+qQa3DRlohnKTA86GTJJ07tzZuwVTftVVn//cUAefxRGQlYUsO5KTacWVQOpqIaD34FNPPeVPR5qXen4KycSJE53+JL/73e/cY489VigLx8tAYMqUKb4fEnx+l6HI1BXRnH25O++80/9uyve/RFrgCvCq4KtIZQgocG1zBTOXSx39ySe+rCHl4unZZ591Cpor0Zjywgsv9BPk8vsfFCWS94NiG2lhtqFSbABp9c+0wKC+shZzC73T9Y4Ikj0Rr/O+/vrrfbBgtefBBx90+s1Kau7Lfa4WwMaNG+dklR1EYyu5iUwuKigOn/qOUtySGyVZbOtTCwlaVJCgjBcI8gkBCGQTYAEgmwjfIQABb1Iof9LSSN1qq61i/9H50KgjE8wNizGxzFce+xtPQJ1Wacjor1OnTgU7ysnOZbETg/JRqU6qNMJUn8x880nShHfjjTfOl4z9FSYgV0/SIjr88MMrXFO6ipePf02uy3WIBm31BY4TmeRxBVEvRjQADNIQ12uKQxBEA0ik/ATuv/9+vwheyGdw+WumRAikl4BiqTz00EN+0jC9FBrf8uboy1155ZW+HxImf6UhLuu4+izaGt9SSpCGvYLb5vMr3xSENHGtP03mywJAY0kF7L377rv9mPLRRx/1+6T1LtHYRMF5JcqX9Lvvd5bxX5cuXeLYTO+8846fcK+veKUJkm8MtMwyy3irMlmWacwst0By/Xj11Vf7xQYtgMklUnIBYI899ogn/2UVI8UduQ7KJUmrnPA85UrHPghAIN0EWABI9/Wn9RDISUAdbwW+k6gTEQJI+h05/skUMchee+0VNvlsRgIKBjpixAh/BupcKxBofSK//0Hko7wY2XTTTeNOuUxdFbAqn8hkNYjyIc1HINu8uvnOpHZqHjlypB/AqUUXXXSRO/bYY+ttXDJoenDRU2+GxMHk8yNXCYUkufjWEIuBQuVxPDcBnqvcXFraXmltyn9zIZGlgCw/JJpA3Xnnnf02z5jH0GT/eO4aj7qp+3IaZ2jCX5Oh0ljWO1PBTpHKEwhKW5Wv6X81fPPNN17BTIpC8vefFGnca7JbfxdccIFXUNFxWQckFwBCHk2eF1oAUFwzuWVbzXz4d+zYsSiteC0ABJFb1KTCRdif/HzllVfir0lrsffee8/JZ7+U45KW1rrfNaGvvyOPPNJr88vi4OWXX3Yffvihk4W0FkUUs0kiN1saXwVriLiy/25I6SvpRlLfEQhAAAI5CdgLAIEABCBQh4C5dYnsRyOyzkZkHag6x8MO03j06ZTWBryRLRiEQ3w2IwHTpImvi00s1ntdTMsmTmud1Mg6jkWduXWy4/zWUc+b16wMotatW/u0ZqqaNx0HKk/ABmL+2a58TemqYfr06fGzYBYu9TbefB5HNgj06fV7W4p069Ytrk/l5RM9o6bp59Oa5ly+ZOxvJIEddtghMv/GjSyF7I0lYO6x/L3eoUOHxhZVML9Z38TP4J577lkwPQnKT8AWXiNzZ1L+glNWYlP25WxSNTL/6v7Z0bvpxhtvTBnt5m2uKXpFtmjWpCdhE+P+emscYNaSeet+6aWX4t9Us6aL06mPo7Gm/tRnMo33+Fj2hvq4ZmEZpzdli4wkN998c3zskksuyTimL5MmTYqP2+R/vaxs8j/uy5mroMg0+X15t9xyS1zGCSecUKeO5A4LBBynNXdI/pAtfsT7+vXrl0xeZ/uOO+6I04qPLbLUScMOCEAAAiJAEGD7lUQgAIG6BLbccku/UxobMhXNJdZJ84GNdEzaDJdffnlRGha5ymRfeQj07t07dvuj6yR/n7lEPiiPOOKI+JA0b7JNrxWA6rnnnvN/SVdBIZM0l6XFIpHprnV6w6H4U6atgwcPdnI9I7HOcHyMDQjUCgFpUMrllkQ+bUePHp2zaXLHo6Bw1g/zx3NZCkiDKzx3+gzPTrLAoUOHxl+lJZfr+ZQ/3aOOOir2r6vnEIEABP6PQKH3G5wgkBYC5erLNeTdJfeDQUtZFqoK/orUNoFdd93VN1B9mXPOOSdvYydPnhwfS1pGqn+12267+WNyOyprkXyWPxq3hth02267rbfOigu1jWQ8gaQv/pBG/Sm5cZTIAkDWKblEgYbVDwt9OVsEdm3btvVJBwwYEAf+laW83jW5RP3BYMWpWBzBlW7oSyqP3DzKmiGXyEpAboWSon4fAgEIQCAnAa0CIBCAAASyCUg7x/xExxoF0l4wv9Y+2eeffx5ZjIDITBLj48OGDcsugu/NTMA60bFWijSsbKLfX0NZaVjHOLrtttsiMzONr6EFXst5xoceemicxiYPc6axzmtGXWeffbavS9Yj5vYnso50XMZmm21WrzZNzgrYWVYCWACUFWdGYWamHUm7zjpdXsPRJvcjWb9IbKAZTZgwwWuv6bj+bHCa00LHzMDjZ0bpzJQ8ox590bOcfLZkwWPuSHxaGwBGOhdZAIW6bGGQZ68OxfLtwAKgfCwbU1IxFgANeb/Vdy5YANRHp2mOYQFQPs7l6MsVendJ2z+8k9Q3Vd9Tmt4N+TOXW+VrbIpLag4LAHNDGLVr1y6+9hpPSDNf4wRZI6ifdNppp8WWIUprbnEyrpJNonvr1XD/WHDfyIKte4sCWS9LG99c0cZ1yIrdgg1nlKEvNmkep1E95jY1skn+aPbs2XFac8cT9+VUn8qdMWNGpL6V7kML6BtZXIK4HHM1FGl8nJTk+2WNNdaIxo8f7/MqjS0eRBa7JDKf/nEZSUsmtSc5RpOFtawCVL94WcDf6OKLL84YiwcusuZBIAABCOQioBVLBAIQgEBOAhoImJZE3DFRx8L8KMYTvfquzvt5552XMz87m5+Ark2YjAwdQ9NOybim2m8awpFp5eQ84WQHNt8CgDJqYjP7fgkuf0LdMgHGNDUn5ibdyQJAZXGPGTMmdncV7v1cz50m/81va86TKTSJEjJZ8ODogAMOqPNMZz97PXv2jN59992Qjc8KEGABoAJQSyiSBYASoLXgLCwAlPfiNbYvV+jdJSWQ8F4s9pN3WHmudXMsAOjMzUo4dkcYrr3Gkdn9FbmU1QR8LnnkkUci86efcQ/JnWJwKRXKVZlyU5tL1AfOLkP51HdLyu233x7JlVwoU5/Z9Whf9+7dIy0GZ8vChQsjLVIk82s7V39w+PDhdRQ0tEAQXEWGMrRgsfTSS8dl6nzM4sEvYIQ0Flw7+1T4DgEIQMATwAWQ/VIiEIBAbgLWSXf33nuvW3/99eMEMpW0Xw9nHQ5vivnUU0/FwZriRGxUDYETTzzRKVhWnz594nMKpqG6hjYp6Ewby7sq0ffGyO677+7MR6cz//6xG6HgtqRNmzbOrET8cetMN6Ya8kKg6gnIvYGCucn0PEh47vRdpt033XSTs1gdPthbSFPKp4LCKZjiNddc4xS4Tu7YJOHZW2aZZXwwYv1W28RoKVWQBwIQgAAEUkKg0n25WbNmpYQkzcwmILc4ppHvzOd93FcxS8a4v6Lgt3KjIxeKGp/kkq233trNnDnTDRkyxJmluk+icWlwKWWLG96llFkXuP79++cqwsnVjvpfGq/YQkGcRgF7k7LLLrv4uvRM2MS7PxTq0ZdVVlnFnXnmmb5NwXVPMr/GPjaJ72yR0lncgvhQ6A/quMbY48aNcyNGjHC2GBKn0Ubfvn2dWTg4sxKI9y9YsMBZDAWnvBrbaYwn961iGiSXK9ZwjE8IQCDdBFppGSDdCGg9BCDQEALqFM2ZM8ep42Fmjt5H4XLLLdeQrKSpEgIWMMu9+eab7u2333arrrqqk29NdYIrIYododgD8nlpZq/+fjGNlUpURZklEFBMBi3EmPZ4CbnJUgwBDdQ04aHnThP/pinmzJKqmCKKSqv6NCDUYq2ecw2itUiAVJ6A/AYPGjTImSVA5SujBghAwBNQjCPTDPeTbCApLwH6cuXlWS2lSeFHPuWzJ5yb8vzk+15xizRO0PloInyllVYq+hQUD0ALAurParyhPwvG2+ByTEvfmesfHzdNCxD5mGjKbO7cuT4mgM5X/au11147b/rsE9DCgX6n1F7FJzCLaNejRw8/kZ+dNvu76lY+9SPFrWvXrn5c1VjFrex6+A4BCNQ+ARYAav8a00IIQAACEIBABgEWADJw8AUCZSHAAkBZMFIIBIoiwAJAUbhIDAE/4d7cCwBcBghAAAIQaHoCmXZGTV8/NUIAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIFABAiwAVAAqRUIAAhCAAAQgAAEIpI9AiMGQvpbTYghAAAIQgAAEIAABCECgWgmwAFCtV4bzggAEIAABCFSIgHyc9u7du0KlUywE0klgqaWWct26dUtn42k1BJqJwOKLL+423XTTZqqdaiHQ8ghsvvnmDfZd3/JaxxlDAAIQgEA+AsQAyEeG/RCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIACBFkwAC4AWfPE4dQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIBAPgIsAOQjw34IQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAQAsmwAJAC754nDoEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAIB8BFgDykWE/BCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQKAFE2ABoAVfPE4dAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIJCPAAsA+ciwHwIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCDQggmwANCCLx6nDgEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhDIR4AFgHxk2A8BCEAAAhCoUQJRFLnZs2fXaOtoFgSah8Crr77aPBVTKwRSTGDevHnuu+++SzEBmg6B4gi8/vrrxWUgNQQgAAEI1AQBFgBq4jLSCAhAAAIQgEDDCSxcuND16dOn4RlICQEIFCRw6qmnumnTphVMRwIIQKB8BCZOnOhGjBhRvgIpCQI1TqBXr15OiiAIBCAAAQikiwALAOm63rQWAhCAAAQg4Ad+n3/+OSQgAIEyE/jss8/KXCLFQQAChQjwPitEiOMQ+B+BL7/8kgWA/+FgCwIQgEBqCLAAkJpLTUMhAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAgTQRYAEjT1aatEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgkBoCLACk5lLTUAhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEEgTARYA0nS1aSsE/n97ZwJvRVXH8UMqoeFCImZKmh8sRUIxt8wF+UihRribS25ZmKC5gKJmpWFqJqiFH3BBMEHMXTMQF4pUJCs3THEJSU1wyczQrGD6/46e07z75m7v3se77873//ncN3PnLDPnOzPvnuW/QAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhDIDQEWAHJzq2koBCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEI5IkACwB5utu0FQIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABHJDgAWA3NxqGgoBCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAJ5IsACQJ7uNm2FAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIACB3BBgASA3t5qGQgACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAQJ4IsACQp7tNWyEAAQhAAAJGoEuXLm6dddaBBQQgUGcCPXr0qHONVAcBCJQjwO9ZOUKkQ+D/BNZaay3fD/z/EfYgAAEIQCAPBLokJnloKG2EAAQgAAEIQOADAvrpf/75591mm20GEghAoE4EFixY4Pr161en2qgGAhCohMDixYvd+uuv77p161ZJdvJAIPcEnn76abfFFlvkngMAIAABCOSNAAsAebvjtBcCEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAARyQQAXQLm4zTQSAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAE8kaABYC83XHaCwEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAArkgsGouWkkjIQCBuhF47bXX3OTJk93NN9/sFi1a5JYvX+769u3r9t57bzdq1CjXtWvXup2LimonsGLFCjdy5EinbSVy0EEHuUGDBlWSteI8//jHP9yuu+7qlixZ4vbZZx83ceLEisuSEQKdmcBtt93mpk6d6p555hn34osvup49e7ott9zSHXbYYe7QQw91q6yySt2ad/vttzt9HnvsMbdw4UL3iU98wvv4PfbYY92wYcMI+Fc30lTU6AQeeught8suuzgFZH7jjTdqutzhw4f7fk61lWywwQbuhz/8YbXFyA+BhiCgvv2UKVPc9ddf75577jmnftz222/vvvjFL7q99trLbbvttu16nZdffrk799xz/TkeeOAB16dPn3Y9H5Xnk4Ce81dffdVttNFG+QRAqyEAgdwRIAZA7m45DYZA2wnceeed7uijj3ZvvvlmZiUKfnjfffe5Xr16ZaZzcOUT0MRjNYG+xo8f70466aS6XuiRRx7prr32Wl/nwQcf7GbMmFHX+qkMAo1GYOnSpe5rX/ua+/Wvf1300oYOHepuuOEGt/rqqxfNU0nC3//+d7/IN23atKLZt956a3fHHXe43r17F81DAgSagcBbb73ldtxxR/fss8+6ddddt+YFgNVWW83997//rRrN5ptv7hRoE4FAZyPwyiuvuCFDhjgFNc+SVVdd1V1zzTXu8MMPz0qu+dif/vQn9/nPf97961//8nXpPdL7hECgngS0sDRixAj3zW9+0/eh6lk3dUEAAhBoVAJYADTqneG6INBgBKQFJK3VJEn8lQ0cONDtueeefmD885//3Gu4arAgbfNf/OIXDXb1+b2cRx99tEMbr2chTP536IVwcgisJAL/+c9/3P777+8efPBBf0ZNun/jG9/wGowvv/yy16h8/PHHnRZUBw8e7LfSVG6L6FyyrnnyySd9cVlgaeFBE6D//Oc/3b333utmz57trQK+8IUvuDlz5rjNNtusLaeiDAQanoC0lL/85S/7yf+OvtiPf/zjHX0JnB8CVRPQOyQN/zD5r8VjLVZvuOGGbu7cue7WW2917733njviiCPc22+/7SdQqz5JiQL//ve//VgjTP6XyEoSBNpMQAoRsoxEIAABCOSNAAsAebvjtBcCbSAgLYmjjjrKT/5rgkkTutLkDnLKKae4nXbayWmy+cYbb/TbAQMGhGS2HUhA7kCCzJo1y2211Vbha+Z2rbXWyjzeloOa7DzuuOPaUpQyEOi0BOS2IEz+y52W3PJ07949tufUU0/1CwL6P6p8Y8aMcZMmTYrp1excdNFFcfL/U5/6lLvpppvcdtttF6sYPXq0u+qqq/x7KK3Ob33rW34RIGZgBwJNQmDevHn+vaq31r1+xyqR559/3i/oaXJUv6NXX311JcXIA4GGIqDfryeeeMJfk1xCSsEnuPaUOyyNB77yla/4yX9Zi+67777uk5/8ZN3a8N3vftcvWNetQiqCQAYBWYoF6dKlS9hlCwEIQKDpCXyk6VtIAyEAgZoISBtH5pHaSqZPn95i8l/HunXr1sLXbZj8UhrSsQTCAoBMtnfbbTfvF1y+wYt91lhjjbpcsCxFtGikTvaaa65ZlzqpBAKNTkDPvfwmS/QuaZI/Pfmv43oXJ0yY4NZZZx199RMs77//vt+v5o/81o4dOzYW0f/m9OR/SFAMAE38S+SSSPFbEAg0C4Fly5Z5t3U777xzu7jcWX/99V25z9prr+2tHzX5r8kkTZrisqRZnrD8tONvf/tbXIzWgnJ68j9Q0Ht23XXX+a9yjXXFFVeEpJq3+n26+OKLfT30G2vGSQUQgAAEIACBVgRYAGiFhAMQgECawCWXXOLd++jYgQce6F1bpNPDvgLuacCrSWZNcCGNQSAsACjwqBZqVpYoloDiQXzkIx9x48aNi6dF0yai6NAdTTjLVQZSXwK/+93vXNAYlva/3CZkiRYF5FpBoklDBQiuVh555BFfVuX0v1nBGYvJD37wg5gkKy2kfQh8/etfd9IER1YOgfnz57vPfe5z7tJLL/WB7vV7c+aZZ/oF7pVzBR+c5cQTT4xay6NGjXJf/epXV+bpc38uBYxVPBWkNgL6bZDrOImsN4Pmf2GtsgD47Gc/6w9rAUCu6GoVxbKRW6EVK1b4voncEAWh3xhI1G+rhRwEAhCAAATyR4BZuvzdc1oMgYoJSLtHA2uJOuAXXHBB0bIyea+36X3Rk5FQEYG//vWv7rXXXvN5FVBtZYnMxzUJIznttNOcFoeQxiKgQbZM+ZH6Ethhhx3ckiVLvAuFcj7A5WtZssoqq7j11luv6gtRoMQg5d4xBWaXmwb9T7j//vu9OzcmVQK9+m11T3Vf+vTpU79KqakogV/+8pdu0aJFPl3PtzSTd9999xh3ZmU843qfrrzySn8Nm2yyiUsvthW9cBLqSkAL2loMSrumrOsJclKZ3GgF+dKXvhR2M7d77LGHW7hwoZMlmmLLlMufWUnq4Le//W330ksvOf1uTp482clVHtJ+BB5++OG4aNp+Z8muefny5d5doRbttGAupQlZnPTt29d/jjzySKfYSeVECk5ye6it4ip99KMf9YoVUq6Q5aMsnQtF/68Vm0xB4oPMmDEjulKUS9vPfOYzISluxUsWnfp9f+aZZ5ysvvr37+8/ivFUzg2WlDx+9rOfud///ve+zbIWDe2V8obcbZUTnVsxOHR+ff785z879e0U10kfxX/KsgItVy/pEIBAzgjYPyAEAhCAQCaBW265RRF//cc0+2Me01hN/vjHPyZLly6Nx9hpPAJ33XVXvH+mIRcv8J133kms053YAk88Vq8dC9yW9OvXz5/XOuGJDcwT66jG67AOar1ORT01EHj33XcTc1FTQw0UrYWALRIkq622mn8vTBOvTVWZi634Xt19991l67A4LTG/DX7L5idD9QRM8zuxmA/VF6REmwiYv/Bk3XXXTc4777zEApLGOjbaaCP/rPfs2TMea48dc42YbLHFFvG9sgWJ9jgNdZYhYFaGycknn1wmF8nlCJhWv3+WzZIm0bNdSkzzPz735ranVNayabZwF+uySWGfX33FMP5QHxKpLwFTPEhsIr6+lVZQ2+uvv56YRXK8t+Eep7fmHjGZNm1a0dp03fqfH/pQ6bJh35Qqkttuu61VHWbVXvLc5oaqRRn11cyyL7HF5KLlevTokZi7rBbl0l9++tOfJuIdri1ra1Y1RcfUGquZAl5iCxwl69A5bAEjMYuc9OnZhwAEINCCABYA9l8YgQAEsgkEP59KlWmuNCfOOuss94c//CGa/ErDQubv0vSWJivSOASC+x9dkTRarMPsA4IuXrzYawDLJZDcJ8htxciRI72VR61Xr4CmCxYs8Jo4Wf5ja62f8hDo7ARsAOzk3iC4TTj00EPb1CSb+IzlgjVBPJCxI8uEIG+88YbXGAvf2UKgMxKQ1uTpp5/eKs7GymqLLCSD5eN+++3n9t5775V1as4DgboTCO7L5LrOJldL1i+N7SDSRm6rqD86YsQIX/ywww6rSBO6reeiXMcSkFW53KM99dRT/kKk+T506FCvxa5xw6xZs7yGvdxB6Vn42Mc+5oYNG9bqolXmV7/6lT+++uqru0MOOcRr/psCkpMbRpv4d+pn7bPPPt4FqS0Oxjo05pF7K1mvyHJFIndIprjk99Oa/LJU0PWqTom0/vVdFtW24OweeughZ8oXPtaZxlGyQrjooot83vDnzjvvdN/5zne8tYXKK58tGvvv99xzjx9Xy+2WrNnklvPRRx8NReNWlk0hdpMsZMRGVoYaw+n9MWUvf25dr1yubrPNNj5PrIAdCEAAAmkCLZYD+AIBCEDgQwLmIiSxjobXNpDmg3WkSmoeWEcukWY50jgEzC94vGfmoinu229Aq/2BAwcmZqJa08XPnj07asmkNcKwAKgJa7sUxgKgXbAWrfQ3v/lNIo1JC8brLS/0DlqslCRtmVO0cJGEq666Kr7H3/ve94rk+uCw7ndaA80GzyXzk9g2AlgAtI1bvUutDAsAWRzYhI5/B6UxbQsB9W4G9VVIAAuACkGVyGaTkPH3ZNttty2R84MkUwSK+ffff/+y+bMySJN711139fWYy5fkrbfeitmwAIgo2mVH/QHxX5liE+bxmTnhhBMyT33hhRfGPPo9LZTrr78+pm+11VZJljWj+lvmGsfns0WE5JVXXimsJpkyZUqsx1zztErXgbFjx8Y8eifM5U6rfOaCKAnjKzHVe5EWc43l69BvRVZ5U95ILMh8PI+s69Oi8VOwPrA4e4kF6k4n+32N12UNF8Z2tkDRKg8HIAABCAQCBAFOr4awDwEIRALy424dDf/d/mF4jQozy3Rmyuh9D8pXp3WgXNBCffDBB90555wTy7PT8QTSmiTSEFaQ5uOPP95JM98m6L2/3OAj2cxenQK7mdl3my5cz4q5JPGWBfLBnNa4aVOFFIJAExGQb1ab/HcKmGiT8b5l8hUuv8dtFWmyBZk4cWL8fx2OpbfSCpN2WBCbaAm7bCEAgTYQmDRpktcCVdEDDjjA/762oRqKQKAhCEijOYi0qstJOk/4TStXpjBd2tJz58711qcaT2iMgTQvgXTcKVs0ymyoLMplXSLf9rIEUHyPIHrOZG0u0fMnX/7yfV8otqjkxzk6vmzZMm8lVpin3HdZdoUxrSwRpKH/6U9/ulUxtWP8+PH+uPpY6tNpzCxRrC1ZCUgGDBiQWX7NNdd0psDhraY1RktbbqvcZZddFusz90XO3A3pcAvROO773/9+tISTJUK4hhYZ+QIBCEDACLAAwGMAAQhkEtCEcFrkQkZmkHIVY35CnWnYOQVqUkAjdWAk6pwEE+J0WfZXPgGzxnAvvPBCPLECWymA1IQJE9zhhx/u9F2Br0xTJgbKkgnuj370o1immh1NbirAqExcNZALCwvV1EFeCDQjAZmly/2O3KWF/5Vqp2lseRdcTz75ZJuavf322zsFYpQo2LfctGnAXChy3Xb++ee3OJxeDGiRwBcIQKAsAS2Uq78j0W+dXCMiEOjMBNRnDCLXIuVEAVeDtGUBwDSd3dlnn+2rkIuUQYMGherYNimBtHsdKS2kJ/dDk/XsKbitxZjz45P0cyZ3OlI+k8iVTlaw3lCPglJbrAH/1awGqlZuuvfee6ObRj2fpqUfqm611VhYbn0kGic/99xzft8sw+L4SkGEgyshn5j6o0UDvUNadDj66KNTKc67x1KgYyltDR48uEVa+otZlLpNN93UH5KrpbYqc6XrZB8CEGhOAiwANOd9pVUQqJlA6MCoInVi1IHK0rTYZJNN3BlnnOHPp05H0Hao+QKooCYCXbt2derAmpsQN3XqVN95zJqU32WXXZy5IYnn0gKA/FFWI5rwD/4pZSGS9g1bTT3khUAzEpAvZWncv/rqq15jWIO8Pffc0zdVi27SVmvrIoDe3TBAlh/Y/v37e601+cCdPHmyH0xqkUD/m2XhEwRNy0CCLQSqJ2ABKv2Ct0rqvdJ7h0CgMxNI+/zX70U5SeepZMEgXd97773nfZQrDk7fvn1bLVCn87LfPAQ0KR/GIVJA0v9Naa7PmzevhYVisXhy5u4nwlD8gHIiJQmJFB4WLVpULnuL9HRci3KxXXS9oU+nStJl5ddfIkUQXbOsQWWFLaWNIGKicXaW6P2QlYGUtorlUd9y+vTpTrGdgqTfz3CMLQQgAAERIAgwzwEEIJBJIN05kWsXBRUqJurUnXnmmT453fEplp/j7U9Ak4KValTtu+++3jxVLoM0IJOlQOg4l7tSaerIZFciNwjSykEgAIH/E9DgUJYxEg30ZOatAHYK5KZBm7T2tYgqE/NqRYuyN954o5/of/PNN712nFwLpUXm61oQ0OJsOEe4nnQ+9iEAgcoIaAInyDHHHBN22UKg0xLo3r17vHZNVpaTdJ5qf09Gjx7tJ0m16HDdddf5YKblzkd65yew3nrreStk8//vJ+U1oX/uuef6j4Lbaiy51157+cC/5le/VYPTimmjRo2K485WGT88INenQVRW1uuVihQ1gkjRrZyk3QMpwHAQWXpqgUMWL5qUv+GGG/xHfUGNq7VwoGDFCixcTtTHk7tdXZvaI346V3q8HurABVAgwRYCECgkkL3cWJiL7xCAQO4IpDsU0lgoJcHsUHlef/31UllJa1ACFkwrXlml2sjSqtGEv0zHFQviggsu8JOZmtBMf9KdcJmlhrRqLQ3iBbIDgSYgIGuZNdZYw7dE2vvS4mqLDB061FsQHHTQQU4D7CAaYA4ZMsTNmTPHuwqyIN8hKS5IxAPsQAACFRFQH0d+yyWypElrflZUAZkg0IAE0u7p0n22YpeazpM1WVus3MyZM/0ksNJPPfVU7xc99AnT27QLE50rpKHZXIxs5zgudze33357q8l4xRGTVYBcGcrdjnz9F7oqTLuY1f9hC+5b8pN2a5V2iVoJqWBtINc6G2ywQdkicosbZPHixWHXuwDS74UU6YK1phI1QW8Bg50FGnYWYNj169evlf//UMlf/vIXN3z4cO96d9iwYW7MmDHu6quvdr/97W/j5L8sr6tdiAv1s4UABPJFAAuAfN1vWguBigkocFIQaayWEmklBCmXN+Rj21gE0m570makpa5S+YLLJz0Dffr0KZXdp91yyy1OH8nAgQP95KT/wh8I5IyANN4UyHf+/Pm+5RrcVjLQzMKkctIsk8hHrlwOSWstPTETBqWySEgv2mbVxzEIQCCbwK233honpuSaIT2pk12CoxBofAIKqiof7YrlFPysl7rqdB7Ft6lU7rjjjphVSiP6lJO0Rarik+22227lipDewATkUkcf+cSXNeSsWbPcI4884oPm6rJlXaIA0Zogl9//oCgha8YgsnSU4lGlUonLoHRd6p9pgUELTlJWSi+QpfOF/fQ4uHAiXtd9zTXX+GDBas/dd9/t7rnnnjh5rzqeeuopt9NOOzm5l5NVdhC9j3ITGfpvOq5AwOo7SnFLbpT0fmirhQQxk0gBBIEABCCQRYAFgCwqHIMABPzkkQL8arIordmQhUamjUHUKUE6noA6rdKQ0WfDDTcs21FOdy5LBdbq+JZxBfUioHcbqS+Bt99+2wdCl2ssDdpKBY7TmdPp6UXXWq6qd+/eTp+0yLXXE0884Q9poFhuMJsuy351BHivquPV2XLLnVaQctaRIR/b9ifAe1c7Y/kb14SjNO7Vd0xblBXWnnbHst122xUm873BCTTCBLEmrvXRZL4sADQprnhzWiSShvz999/vj0nrXaKxiWKbSVSuPa2v5F4xWEPLerLc2DZtYVnsvZHFmKym9VH7NHaWW8Yrr7zSLzYoNoZcIqUXAA4++OA4+S83QVdccUVRl7xpq5wVK1Z4TvyBAAQgUEiABYBCInyHAAQ8gaDNLRNMaUGUWgRQENgg5TpJIR/b9iVw1llnuR//+Mf+JOpcK9BWKZHf/yCVWnFIq0X+LcuJLAUmTpzos2mAud9++/n9tM/McnWQXl8C8r1bieZdfc/a/LWNGzfOD+DU0p/85CfexUGpVkvrK8jWW28ddivayiWCtMmWLFniB6dy91NMZHIfLHt23nnnYtk4XiMB+S9GO7VGiA1cXJM2wepNl7nDDjs08NXm59LU7wzBNvPT6vq3VM9zmGCV2xJZuBQTuR8JUs17oEnbnj17hqJFt7IUDf3S4447LpbZeOONi5YhoXICGh8UCypbeS3V5Xz33Xe9z3otLsnff1qkca/Jbn0uvPBC7+ZG6bIOSC8AhDKaPC+3AKC4ZnIlJWvIXr16VaUVrwWAIFoIKDe2DQoWKhPGz9p/+eWXvc9+xR9IW1prAUYT+vqMHDnSa/NrrP3444/7Pp2sarQoIp//Ellz6p0M1hD+YOqPlL7SbiRxlZWCwy4EINCSgHVmEQhAAAKtCEyePDmx/xb+YxP8rdLDAdPQiPlsYjccZtvBBEyTJt4Xm1hMTBuk6BWl76F1UhPrOBbN25YECwwdr8U0JttSBWUg0CkIPPDAA/FZN63Iktf88MMPJzYI9PnN9ULJvFmJ5t826dq1qy9vpuNZWeIxmxyL16XzIhBoZgKmsOCfd5torGszbUIyvkc2mVPXuqkMAh1NwCZM4/Ntk65FL8csRhNTIvB5ze1I0Xy1JKivGMYg6kMinZ+ATYz7e6pnx6wlizbosccei/feXAXFfOq7hGdCfSbTeI9phTu22JCYhWXMb8oWLbJYIPeYdumll7ZI0xez9IrpNvmfmDJcqzzhgE3+x76cWVcmpsnvkyzAdazj9NNPD9kztxYIOOY1d0g+jy1+xGPqw5WSm2++OeYVI1tkKZWdNAhAIMcECAJs/yURCECgNQEFlAz+qM844wzvU7owlwITHXPMMf6wXEpcdtllhVn43kEEpOUb/GNaZ9r7nsy6FAV7HjFiREyS5k2hKb3us9xB6ZN2FRQLsQMBCHgC0oSUyy2JfNoW+58oH/1HWVA463/6vAqGWCjS4ArvnbZy45OW7t27u6DNP2/evKLxNM477zzvc1ZlFTC4Gm3N9PnYh0AzEqjm980moCICBW1EINBMBGSFJo1kidyw2ARmq+bJTcmxxx4bf49sYrNVnnK/Xa0KcCAXBA444ADfTvVl1C8pJnfddVdMSltGqu9y4IEH+jS5qjrllFNiPJZY4MMdBRFeunSp/7bHHns4WR+nJR1PQOOgQpHVgdw4SmQBIIvOLFGg4RNPPDH25eQWrlu3bj6r+lshRoyC9uq3JkvUH1QfTqJYHLIWkIS+pPZtEcxbM2i/UGQlILdCaVEcBQQCEIBAJoEcL37QdAhAoAwB67BEjQJpblgnw2tBSEPcAk4m1jmJ6ZdccklmK2eDAAAIdklEQVSZ2khe2QSsEx21UszUN7GJ/sR8k3trAOsYJzNmzEjMzDTeQ3NfkXmJZn4d89jALzNPqYNYAJSiQ1qzETAz7cQW0fw7s+qqqyY2uZ9IY1JiA03/v1Paa9Yp8x8bnGZa6Jhrn5hHec2UvBWq2bNnJ3q3lW5+ZxNpnFnAuuT9999PLFhikn53zcQ+efrpp1vVwQEINBuBaiwA0u9Iud+30aNHx3fSJpiaDRvtgUBiE5Et+o1jx471/UZzpZKY25/EJkXjO7DjjjtmakZX8ttVDjUWAOUIdb50ixuRmOJCfH70/1aa+Xq2pGGvftLZZ5+dqN+kPo3ymlucFg21SfTE3ODEOiy4bzJnzhxvUaCxqbTxDznkkJiuvBZsuEUd+qLxbOiD6TzmNjWxSf7k2WefjXnNHU/syymv6p0/f35ik+uJuVRMzAVjYnEJYj3maigx14yxvHbSvy+bbrppMn36dF9WabLiVB9um222iXWcfPLJSvKi9qTHaLLKkVWAzi9eFvA3ufjiixNzDxTLhzbJmgeBAAQgkEVAK5YIBCAAgUwC6mCYhn+LjsXaa6+dmIZCPKaOmmmNZ05gZVbKwZVK4Pzzz2/RgVXn0LRT4v0LncUTTjghMa2czGtLd2DLTZBkVcACQBYVjjUzgQkTJkQXCeEdy3rvNPlvflszUVQ6iWLxPVq8z3IrFFwDhXP36NEjMZ+5mefhIASajUB7LQCYlmV816699tpmw0Z7IOAJSMHHNKTjs67fkeDyJ/ymSCmomJuRSn+7SuFmAaAUnc6bZpYlUWkhPEtSYih8vixGWKIJ+Cy57777ErlgC+W1Vb8nLByE46pz5syZWVUkchFUWIfKqe+WlptuuimRK7lQp7aF59GxLbfcMslyVSVlDC1SpMtrP6s/qAXmQldDWiAIriJDHVqw0Fg8fNf1aEFaCxjh2KRJk9LNYB8CEIBAJIALIPtPiUAAAtkEFCBKZovTpk1zpl3qM5nfRicTYKXJNFOBwGRqaR2U7Eo42qEExowZ4xQsa/fdd4/XEUxDrdPo+vfv76ZOnepdleg7AgEI1E7g+OOP98HcZHoeJLx3+i7TbptAdBarwynYWy2iIN9y1xCC1lkPL5qKy/xcLr4UoG7AgAG1nIayEMg9gXSQRVwA5f5xaFoAcgEqd1fm3z+6hAwu6Gxx2Z100kk+vZJgvk0LiYa1iYDc4phGvjOf93HcaDHKoksp9YfkRkcuFDU+yZJBgwa5BQsWuOHDhztTbvBZ1O+R6ymJ3JgeccQRzqwL3JAhQ/yxwj9ytaP+l55xWyiIyWYlGfe1o0DYOpfeCZt492nhPPrSu3dvd8455/g2Bdc9PtOHf/S+2CS+GzdunDPLz5gU+oNKV99M4+yswMyDBw/27h3NSiCWNStPp7G4ympspzGe3LeKaZAs910hjS0EIJBvAl20FJBvBLQeAhColMCLL77oOxryLa/OiPz+I52HgAXMcgsXLnQvvPCC23jjjf0CjjrBCAQg0H4ENFCz4KH+vdPEv2mKuV69etX9hBpEK0aH3nGd0zQ0nZmn83+67qSpEAIQgEA+CJimtFMcKfkvNxcm3j+5aR/no/G0sl0JyPe9+ix6tqSApInwEHuumhMrHoAm6ZctW+afUT2n1YxPTUvfmesfHzdNCxBScMsSTZktWrTIxwTQ9WocpdgCxfIX1qGFg5deesm3V/EJ1EfTQrIm8suJzi1OGr+J2+abb+7fRRS3ypEjHQIQKCTAAkAhEb5DAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABJqAQPYSZxM0jCZAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABPJMgAWAPN992g4BCEAAArkkIFPkyy+/PJdtp9EQaC8CEydOdO+88057VU+9EIBABgH58pa/bwQCEKiMwPjx4yvLSC4IQAACEGgqAiwANNXtpDEQgAAEIACB8gQU0E8BohEIQKB+BGbOnOnmzp1bvwqpCQIQKEtA/r+nTJlSNh8ZIACBDwicdtppTnGDEAhAAAIQyBcBFgDydb9pLQQgAAEIQMATWL58OSQgAIE6E+C9qjNQqoNABQR47yqARBYIfEhAQWURCEAAAhDIHwEWAPJ3z2kxBCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEI5IAACwA5uMk0EQIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABPJHgAWA/N1zWgwBCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAI5IMACQA5uMk2EAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIACB/BFgASB/95wWQwACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAQA4IsACQg5tMEyEAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQCB/BFgAyN89p8UQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCCQAwIsAOTgJtNECEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQyB8BFgDyd89pMQQgAAEIQAACEIBAOxDo0qVLO9RKlRCAAAQgAAEIQAACEIAABNpOoEti0vbilIQABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQKARCWAB0Ih3hWuCAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCNRIgAWAGgFSHAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCDQiARYAGjEu8I1QQACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAARqJMACQI0AKQ4BCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQaEQCLAA04l3hmiAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACNRL4H1J2HCFMFgScAAAAAElFTkSuQmCC" width="768" /></p>
|
||
</div>
|
||
<div id="accessing-existing-grobs-in-the-table" class="section level3">
|
||
<h3>Accessing existing grobs in the table</h3>
|
||
<p>We may also access and modify the original content of individual cells, e.g. to highlight a value.</p>
|
||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">g <-<span class="st"> </span><span class="kw">tableGrob</span>(iris[<span class="dv">1</span><span class="op">:</span><span class="dv">4</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">3</span>])
|
||
find_cell <-<span class="st"> </span><span class="cf">function</span>(table, row, col, <span class="dt">name=</span><span class="st">"core-fg"</span>){
|
||
l <-<span class="st"> </span>table<span class="op">$</span>layout
|
||
<span class="kw">which</span>(l<span class="op">$</span>t<span class="op">==</span>row <span class="op">&</span><span class="st"> </span>l<span class="op">$</span>l<span class="op">==</span>col <span class="op">&</span><span class="st"> </span>l<span class="op">$</span>name<span class="op">==</span>name)
|
||
}
|
||
|
||
ind <-<span class="st"> </span><span class="kw">find_cell</span>(g, <span class="dv">3</span>, <span class="dv">2</span>, <span class="st">"core-fg"</span>)
|
||
ind2 <-<span class="st"> </span><span class="kw">find_cell</span>(g, <span class="dv">2</span>, <span class="dv">3</span>, <span class="st">"core-bg"</span>)
|
||
g<span class="op">$</span>grobs[ind][[<span class="dv">1</span>]][[<span class="st">"gp"</span>]] <-<span class="st"> </span><span class="kw">gpar</span>(<span class="dt">fontsize=</span><span class="dv">15</span>, <span class="dt">fontface=</span><span class="st">"bold"</span>)
|
||
g<span class="op">$</span>grobs[ind2][[<span class="dv">1</span>]][[<span class="st">"gp"</span>]] <-<span class="st"> </span><span class="kw">gpar</span>(<span class="dt">fill=</span><span class="st">"darkolivegreen1"</span>, <span class="dt">col =</span> <span class="st">"darkolivegreen4"</span>, <span class="dt">lwd=</span><span class="dv">5</span>)
|
||
<span class="kw">grid.draw</span>(g)</code></pre></div>
|
||
<p><img 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" width="384" /></p>
|
||
</div>
|
||
</div>
|
||
<div id="faster-tables-an-alternative-grid-function" class="section level2">
|
||
<h2>Faster tables: an alternative grid function</h2>
|
||
<p>The <code>tableGrob</code> function can be very slow; unfortunately this is the price to pay for its versatility and easier implementation. We use individual <code>textGrob</code> and <code>rectGrob</code> elements for each cell, instead of relying on the vectorised implementation of these functions. The reason is practical: it is much easier to place, measure, and customise individual grobs, than modify the graphical parameters and positions of a single vectorised grob. An alternative function is presented below, using this vectorised approach, but lacking many of the customisations of <code>tableGrob</code>.</p>
|
||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">grid.ftable <-<span class="st"> </span><span class="cf">function</span>(d, <span class="dt">padding =</span> <span class="kw">unit</span>(<span class="dv">4</span>, <span class="st">"mm"</span>), ...) {
|
||
|
||
nc <-<span class="st"> </span><span class="kw">ncol</span>(d)
|
||
nr <-<span class="st"> </span><span class="kw">nrow</span>(d)
|
||
|
||
## character table with added row and column names
|
||
extended_matrix <-<span class="st"> </span><span class="kw">cbind</span>(<span class="kw">c</span>(<span class="st">""</span>, <span class="kw">rownames</span>(d)),
|
||
<span class="kw">rbind</span>(<span class="kw">colnames</span>(d),
|
||
<span class="kw">as.matrix</span>(d)))
|
||
|
||
## string width and height
|
||
w <-<span class="st"> </span><span class="kw">apply</span>(extended_matrix, <span class="dv">2</span>, strwidth, <span class="st">"inch"</span>)
|
||
h <-<span class="st"> </span><span class="kw">apply</span>(extended_matrix, <span class="dv">2</span>, strheight, <span class="st">"inch"</span>)
|
||
|
||
widths <-<span class="st"> </span><span class="kw">apply</span>(w, <span class="dv">2</span>, max)
|
||
heights <-<span class="st"> </span><span class="kw">apply</span>(h, <span class="dv">1</span>, max)
|
||
|
||
padding <-<span class="st"> </span><span class="kw">convertUnit</span>(padding, <span class="dt">unitTo =</span> <span class="st">"in"</span>, <span class="dt">valueOnly =</span> <span class="ot">TRUE</span>)
|
||
|
||
x <-<span class="st"> </span><span class="kw">cumsum</span>(widths <span class="op">+</span><span class="st"> </span>padding) <span class="op">-</span><span class="st"> </span><span class="fl">0.5</span> <span class="op">*</span><span class="st"> </span>padding
|
||
y <-<span class="st"> </span><span class="kw">cumsum</span>(heights <span class="op">+</span><span class="st"> </span>padding) <span class="op">-</span><span class="st"> </span>padding
|
||
|
||
rg <-<span class="st"> </span><span class="kw">rectGrob</span>(<span class="dt">x =</span> <span class="kw">unit</span>(x <span class="op">-</span><span class="st"> </span>widths<span class="op">/</span><span class="dv">2</span>, <span class="st">"in"</span>),
|
||
<span class="dt">y =</span> <span class="kw">unit</span>(<span class="dv">1</span>, <span class="st">"npc"</span>) <span class="op">-</span><span class="st"> </span><span class="kw">unit</span>(<span class="kw">rep</span>(y, <span class="dt">each =</span> nc <span class="op">+</span><span class="st"> </span><span class="dv">1</span>), <span class="st">"in"</span>),
|
||
<span class="dt">width =</span> <span class="kw">unit</span>(widths <span class="op">+</span><span class="st"> </span>padding, <span class="st">"in"</span>),
|
||
<span class="dt">height =</span> <span class="kw">unit</span>(heights <span class="op">+</span><span class="st"> </span>padding, <span class="st">"in"</span>))
|
||
|
||
tg <-<span class="st"> </span><span class="kw">textGrob</span>(<span class="kw">c</span>(<span class="kw">t</span>(extended_matrix)), <span class="dt">x =</span> <span class="kw">unit</span>(x <span class="op">-</span><span class="st"> </span>widths<span class="op">/</span><span class="dv">2</span>, <span class="st">"in"</span>),
|
||
<span class="dt">y =</span> <span class="kw">unit</span>(<span class="dv">1</span>, <span class="st">"npc"</span>) <span class="op">-</span><span class="st"> </span><span class="kw">unit</span>(<span class="kw">rep</span>(y, <span class="dt">each =</span> nc <span class="op">+</span><span class="st"> </span><span class="dv">1</span>), <span class="st">"in"</span>),
|
||
<span class="dt">just =</span> <span class="st">"center"</span>)
|
||
|
||
g <-<span class="st"> </span><span class="kw">gTree</span>(<span class="dt">children =</span> <span class="kw">gList</span>(rg, tg), ...,
|
||
<span class="dt">x =</span> x, <span class="dt">y =</span> y, <span class="dt">widths =</span> widths, <span class="dt">heights =</span> heights)
|
||
|
||
<span class="kw">grid.draw</span>(g)
|
||
<span class="kw">invisible</span>(g)
|
||
}
|
||
|
||
<span class="kw">grid.newpage</span>()
|
||
<span class="kw">grid.ftable</span>(<span class="kw">head</span>(iris, <span class="dv">4</span>), <span class="dt">gp =</span> <span class="kw">gpar</span>(<span class="dt">fill =</span> <span class="kw">rep</span>(<span class="kw">c</span>(<span class="st">"grey90"</span>, <span class="st">"grey95"</span>), <span class="dt">each =</span> <span class="dv">6</span>)))</code></pre></div>
|
||
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABIAAAAGACAYAAADVkBn9AAAEDWlDQ1BJQ0MgUHJvZmlsZQAAOI2NVV1oHFUUPrtzZyMkzlNsNIV0qD8NJQ2TVjShtLp/3d02bpZJNtoi6GT27s6Yyc44M7v9oU9FUHwx6psUxL+3gCAo9Q/bPrQvlQol2tQgKD60+INQ6Ium65k7M5lpurHeZe58853vnnvuuWfvBei5qliWkRQBFpquLRcy4nOHj4g9K5CEh6AXBqFXUR0rXalMAjZPC3e1W99Dwntf2dXd/p+tt0YdFSBxH2Kz5qgLiI8B8KdVy3YBevqRHz/qWh72Yui3MUDEL3q44WPXw3M+fo1pZuQs4tOIBVVTaoiXEI/MxfhGDPsxsNZfoE1q66ro5aJim3XdoLFw72H+n23BaIXzbcOnz5mfPoTvYVz7KzUl5+FRxEuqkp9G/Ajia219thzg25abkRE/BpDc3pqvphHvRFys2weqvp+krbWKIX7nhDbzLOItiM8358pTwdirqpPFnMF2xLc1WvLyOwTAibpbmvHHcvttU57y5+XqNZrLe3lE/Pq8eUj2fXKfOe3pfOjzhJYtB/yll5SDFcSDiH+hRkH25+L+sdxKEAMZahrlSX8ukqMOWy/jXW2m6M9LDBc31B9LFuv6gVKg/0Szi3KAr1kGq1GMjU/aLbnq6/lRxc4XfJ98hTargX++DbMJBSiYMIe9Ck1YAxFkKEAG3xbYaKmDDgYyFK0UGYpfoWYXG+fAPPI6tJnNwb7ClP7IyF+D+bjOtCpkhz6CFrIa/I6sFtNl8auFXGMTP34sNwI/JhkgEtmDz14ySfaRcTIBInmKPE32kxyyE2Tv+thKbEVePDfW/byMM1Kmm0XdObS7oGD/MypMXFPXrCwOtoYjyyn7BV29/MZfsVzpLDdRtuIZnbpXzvlf+ev8MvYr/Gqk4H/kV/G3csdazLuyTMPsbFhzd1UabQbjFvDRmcWJxR3zcfHkVw9GfpbJmeev9F08WW8uDkaslwX6avlWGU6NRKz0g/SHtCy9J30o/ca9zX3Kfc19zn3BXQKRO8ud477hLnAfc1/G9mrzGlrfexZ5GLdn6ZZrrEohI2wVHhZywjbhUWEy8icMCGNCUdiBlq3r+xafL549HQ5jH+an+1y+LlYBifuxAvRN/lVVVOlwlCkdVm9NOL5BE4wkQ2SMlDZU97hX86EilU/lUmkQUztTE6mx1EEPh7OmdqBtAvv8HdWpbrJS6tJj3n0CWdM6busNzRV3S9KTYhqvNiqWmuroiKgYhshMjmhTh9ptWhsF7970j/SbMrsPE1suR5z7DMC+P/Hs+y7ijrQAlhyAgccjbhjPygfeBTjzhNqy28EdkUh8C+DU9+z2v/oyeH791OncxHOs5y2AtTc7nb/f73TWPkD/qwBnjX8BoJ98VVBg/m8AAEAASURBVHgB7J0HuBRF1oZLBRVzFnURI2taFbOY0MVVxIAKhjUjYkAxgcivIiJiDpgDgjlnF7NiAMWcFbOIOa85Lj9v6RnrNj25Z6Zn5jvPM7f7dld3V73d1V116pxT0znnprzzzjtTF/Uniy++uM/0xIkT3UwzzVR/BVCORaAOCDz11FOuZ8+ebpFFFnHjxo2rgxwriyJQGwKDBw92l19+udtyyy3diBEjapMJXVUE6pzA/vvv78aMGeN23nlnd+yxx9Z5aZR9ESiNwBZbbOFeeukld8QRR7jevXuXdhId1bQEzj33XHfyySe7QYMGueHDhzctBxU8nsD08Zu1VQREQAREQAREQAREQAREQAREQAREQAREoFEISAHUKHdS5RABERABERABERABERABERABERABERCBLASkAMoCRptFQAREQAREQAREQAREQAREQAREQAREoFEISAHUKHdS5RABERABERABERABERABERABERABERCBLASkAMoCRptFQAREQAREQAREQAREQAREQAREQAREoFEISAHUKHdS5RABERABERABERABERABERABERABERCBLASkAMoCRptFQAREQAREQAREQAREQAREQAREQAREoFEISAHUKHdS5RABERABERABERABERABERABERABERCBLASkAMoCRptFQAREQAREQAREQAREQAREQAREQAREoFEISAHUKHdS5RABERABERABERABERABERABERABERCBLARaZdmuzVMJTJkyxU2ePNm99957bs4553TzzTefW2ihhcRGBEQgYQLff/+9e+2119yvv/7q69nCCy/s2rRpk/BVdDoREAEREAEREAEREAEIqO2l50AEmpOAFECR+/7222+7yy67zL388stu4sSJ7rvvvmuRYpFFFnEbbbSR6927t1t00UVb7Gv0f6644go3YsQIX8yhQ4e6rl27FlXkd9991/Xs2dMfgyLttttuK+r4Zkn8+++/u08//XQaZeOtt97qhg0b5jEcdthhGZb1yIUyXnfdde6RRx5xr776quPZCKV169ZujTXWcN27d3fbbLONm3765jJWLLWuoUDbcMMN3c8//+xx3nHHHW7++ecP0U6z/uijj7oDDzwws33zzTd3Rx99dOb/bCs77bSTe/311/3u0aNHuxVWWMHdfvvtjncDcsghh7gdd9zRrxf756GHHnL9+/f3h+27776uV69esad4//333d/+9rdp9tV7XeH+rbvuutOUK7phxhlndDPNNJNbYIEFXMeOHV2PHj3ckksuGU1Wsf+z8U/qgqXWA7u+vjlGIvcy231UPcrNLam92fgndf5S61GjfE/sWzXDDDO4CRMmZMWa7T7Uez0IC6y2V0jjr/Wk2i5/nVFrIpBuAlIABffn7LPP9gqO3377LdjacvWDDz5wl19+ubv22mvdQQcd5OicNIv8+OOP7vPPP/fFtQ5mMWXnw2PH02mRTEvgySefdIMHD3Y77LCD22233Vok+OmnnzL8uBf1KljU9enTx1v8ZCsDDc/x48f736WXXuqom+3bt8+WvOG2l1rXUJwttthinhtQnnrqqbyK2gceeCDzXHEMSqN8CqBvv/3WPfbYY95KcvbZZ3fLLLMMh3rFk9Xxcp5R3i92nh9++MGfO/zDtrPOOsvdeOON7oknngh3+fVGqCtW/mkKF7PhnXfecY8//rg7//zzvSKI+oIVXaUkH/+krltqPbDr65tjJOKX+e6j6lFz16NG+Z589dVX/nuCAihOmqEeUG61veLu/h/bwjZHOW2X7FfQHhFIFwEpgP68HxdffLE79dRTM3dnwQUXdF26dHFt27Z1c889t/94MDpwzz33uG+++cb98ssv7qSTTnLTTTed22effTLHaUUESiVw7733esVIqcfXw3Fffvml22WXXXxDxPLbuXNnr0Cgzv3vf/9zH374oXv++ee98oI0L730kj+Gzn4+axY7ZzMv11lnnYwCCIViPks9rG1CwfoMq6xll1023NxiHcUSLrLI2muv7Vq1qu6nZLvttvNWmnPNNVeLfDXqP//4xz+mKRr8UXDQWKXO8E1Cnn32WbfXXnu5G264oWJulM3Gfxr4DbKh2e6j6lHxD66+J8UzS+MRanul8a4oTyJQOwLVbbXXrpw5r/zFF1+4k08+OZMG95o999zTYV4fFawzUPxgUotwHB2sZrJOiDLR/8kQ+O9//5s5EYrFRhQsFBiFQpZaailvsZDNZQXLjv3339999tlnPhbXiSee6E455ZRGxJJomWiwmzz99NO2GrvEovHNN9/0+zbZZBN39913+3WUQrkUQKHVzfrrr58591prreXOPfdc/3+u4zMHlLjy9ddf+yMbtZ5EseRzl2X08vjjj3dYyyGvvPKKO/LII1sMakTPWc7/zca/HFZpPrbZ7qPqUfFPo74nxTNL4xFqe+W+K9Vqu+TOhfaKQPUITF+9S6X3SjfffHMmZsa2227r3brilD+UAHcHYlxssMEGvkBYLGA9JBEBEchNAIuFq6++2iei4069yab8IRExgM4555xM/B/88LFOkeQmQCwegtYjxDLLZc788MMPZ0623377uVlmmcX//+CDD2a2x62EcRTWW2+9TBLi8aAQ57fYVFc0SXUI4FI7ZMgQ/7Mroszj+yQRAREojIDq0bSc9D2Zlkm9bVHbK/8dU9slPyOlaCwCUgBNvZ9vvPFG5q5uvPHGmfVsK3ReMbE3wR1CIgIikJvAxx9/nAmq/ve//72gIOqrr766W2WVVfyJic313HPP5b6I9nqFGW5ZCC5CuZiZogdXKtwjGAVDsByKBsD3O6b+IV4CbnkIgfCbLRi+L3hK/2y11VYZhanN7pLSrCpbIpBaAqpHf90aJmDQ9+QvHvW4prZXPd415VkEKktALmBT+dJJMiG4aSGy2mqrOVwf5phjDh8nKNcxmOMTWJUlsTWwLlpuueX8j2C/ueKa4PZCzKHll1/e/fvf//bKKsyYUToxSxnHEoB1jz328ME/c+WDfZQViyfy8tZbb/kfgR5xYVt88cV9npgxoV6CNBMsmNmkXnjhBV8mXFqWWGIJXw5m0fnXv/6VFYmxXXnllf2MWvhIMxMAnd9nnnnGxzVh9AsFxM477xzrEhieHDcM2HKOSZMm+SnNV1ppJbfqqqs6mM4222zu2GOPdfBeccUV3fbbb+8PZxamMWPGOGagM+EcTIuO4I5ImeKEQLx33XWXL//kyZP9c8L1eDYpV5qklHpG/pkFDIsWlBTUt1ySprqGYhkrDKtnuL7NO++8vp5hHbPFFls4no9KCM8+zwXCu8Ia8OG1UKjx7CGkR7HNc0NQaNsXV3+oGxYoP7T+4TzsI1YT0q1bN9epUye/Hv1DXbnpppt8XWGmJjoZKPtQQDGTVTax+mOuKyg5jjjiCJ+c9xezM2aTeqor2cqQbzt1hHrPfUB4L2ZzxSulrpTCv5b1IB+vUvaXws2uk/Q3B7ajRo3y95k4UO3atfPfq0033dTXJfu2cH0mrbC2Rin30cqgemQk/liW8jyUwr+W9Sjt3xNmo7R68NFHH7mll17af09Q5HXo0KHlDQv+K+U+2OH1VA8q0faiXUF7F+nXr59/txB3jskIaENjeUy/gliq9F1o/+aTctrz4bnpM2ExThuIdhf/826kjUBb3Aa6wmMKbbuUm0fuBf3B//znP76fwPPK7NKEROC5xQulkhM4hGXWenMTkAJo6v3HGsHkggsucDSe8r2sUJBYvAU7NrrE/P68885zZ5xxRqbDZGl4KfFyuuSSS3zshriOFmlvueUWh/YelwpeEHRwQiUVHSEaBigMmGKdOBDZZjog1sehhx7qG4uWD1sSB8legFdeeaWPHZE2BYLl1ZaUh+mraYCFwseHH7O1MaU1U6ebS0yYzthi0UAHmeDEdEZDQZGDcoaPCe5IcVNOkx7lDbN2ESg8FAI786NTPHLkSHf99df7+8cHyRRAKPKuuuqq8DDfaTfLMhQFUQUQHxHi4ZCnUHDp4TdixAg/S9Jmm20W7q7pOh81XCh5flHUobgjCGk+YSrxfNOJp6mucW8uvPBCX+8tMK+VkThPpuhj6nQUt4cffnjiQZTDuA32HFkebEkdMSsfc2kN4/kQByjuvZQt/g/npWz2LOPeF6cAylZXeCaokwTa55mPE6s/tg++dr0111wzVgFUj3XFylfK0pRzHBsXJLuculIM/zTUg1L4ZTumHG52ziS/OcQftHhbdn7aAy+++KK77LLL3IABA/xAjtWPXr16ZRRAxdxHO7fqkZH4Y1nO81AM/zTUozR/T+LqAZMf8KN9zWyR2aSY+2DnqMd6UIm2FwNb9m5BwUM7G6VGKLjscx/oV+Hyn6tPUW573q7LABbK7rCfxD7c4fmRx4022si3nWeeeWY7rKC2S7l5ZJCZQX/6bKHQH8A4ALnooov8QDHKS4kIVJKAFEBT6aJxZQYwRqWp4HSGcPFiBButcamC5Ya5WKAw2nLLLb1lCtdhliM6OrwQ9t57bx+wk/TZBJeLXXfd1eeRThUKoQUWWMArbQhIzUg4HzM6RCicosJIMAoi65DSWWJUZ7755nN0Sk2JxH46aIcccoi77777Mu4E0fPV+n9ikOy+++6Z2E24r9B5RUHDaBCdV8rBy55ZcdC4Z7MeQenDM8DHCssMYs8w8xsfLu4TH3z4HXDAAZkRj7D8KH1gy71EeGYY9WC0AeUO9xm+vNCx/okKFlx8QMmvxVbBwsxGrpgdKyqnn3565gPHCD8NNPI5btw4fy0apyjHZp111ky8qug5qv0/Vh58/PjAIQMHDnR33nmno2MC83KsztJU1whcbdY3KB67d+/uR8IoH0qOsWPH+o8994hGEVZmpElSeI4ZVeJ6PP9cC/6hhLN/mSUPzyx1iGc63B8exwgfgqI5zrIoTBtd57xY+DAtL2IjhLiR0TjDYooGXKhkCs9BPaMOoZDlnYc1pVkMRZWkdlw91hXLe7FLGr28/0zsHWL/syynrhTDPw31ICx3uevlcIteu9xvzgknnOA7VZwXyz1c17H8pG1B/Rw/fryfrMIsfqLXL+Y+2rGqR0bij2U5z0Mx/NNQj9L6PWHAk8EWhHrARAbUAwY2sH6jDUdbPlvbopj78Mddd64e60El215wOfjgg327kwE+2rLcAwauGTzlfUTbGMsb+ih4P0QlqfY8A+FYI5mgcKKNQjuDdy4xKOnv0MZgMPzss8/2z42lz7UsN48MzDCAb8ofGP3zn//0fTCs/Wlv0f/kG44Cq02bNrEDcLnyqH0iUAwBKYCm0ppnnnn8bF724uBlhak2Pz58dI5QuqA0QTFQiPAiMuUPHXQsNehchcKLsW/fvg7rGxRQWKvEdfY5BvceZN999/Uje3zsEEbot956a9+JxgScjhEuM+FIPumwPjHlD2avuDRFhZc452LWpXfeecd3VHlBpU14kTIbG41dZNCgQf7FGnZw2YdrCJY3dIKxiDnqqKNii2IxUhgx7dOnTwtrDF7KNPRQrpCO0dXoVLLwNOUPDRDuJYoXE17mNOKydWp5tvhhPmsKICwgUPhlEz4SfGyvueaaFh9U2MCDc7HOzA9m3ZHtXNXczjNGGeGIUEf40UCjflHXMM+lkRDez1x5TFNdY1TMlD8oJHBzilqf9e/f35122mm+8UG5UAIlrQDivCgFsbLiWaGBEXUFMgUPFpDhe4d3ByN71BsaJFgemlCvrL507NjRP4O2r5AlDXZT/vDuojFtgac5HiUrDXYUpyY23Tz/Wx0m7yiAqGfHHXecJY1d1mtdiS1Mjo1wOvroozNK5rZt2/qGb3hIuXWlUP5pqgdh+UtdL5db9LpWh0r55mDxap1evgFnnnmm69y5c+YS1CHe/3z/+JbHSaH3MTxW9egvGuU+D4XyT1M9Stv3hG8E7VoEi30sfcJ6QLuLeoKy1CZCCL8lHFfofSCtSb3Wg0q0vYwJSg0GjrBqDtsLKH3gz6AflvbwNhdxOzap9jxtcL5/CP0j3q377LNPCwUPChj6R3hgMCh8//33+8Fay0u2ZRJ5ZBCZwTgEbwEmbQiFWTtpr9PvRFCWxVlgh8doXQTKIdBySLicM9X5sXS4eXmFHSGKhNYYVyIUL8SCwfIGCxs+zNmEjw0dHYSOLVrmqPKHfXR46QgiHMOLMpfQMWaKelP+WFo6cPYhYxsNwlA++eQTb2nBNjTiccof9mExgEuKSdS1yrbXeomLmmnRGcFBaRNVFsAdFyk6qQgm8bnuGYouZkFq1aqlThTlCRYqJtZptv9hhIUPstBCC3lFU6j8YTujsDREaKwnJa1bt/Yf1ehoCvmn4W+mrbj5RBs9SeWhlPMwqoHFGhZXoaBYwHWNzjx1keeU+4GFkCn6wvS2nra6hsm5CUrKqPKHfdRfrLNM8YHpbyXuUS6zfTqGVr+jCsJQeRx93um4miLZrIasvPmW1D8aXQixkFDKGgM7lkYkbrPR+mz7S1nWa10Jy0oDNO5Ho5f7iGsRFqsWk4FjjznmmBYcK1VXwnzaeprqgeWp1GWluJX6zaH9Ye8L2gNhp9fKiFUcnZ8kRfXoD5qVeh7i7lWa6lHavicMqmLZijB4G1cPaBvS4U9S6rUeJN32ijKlvR0qf9jPd5wBSazcEcJMYKUeSlLtefppNrhEG5I+W7SvRLvDFCzkgQHzQiSJPGKNZkKYkTih/4W7HvnELSxX2zfueG0TgWIISAEU0OIDgjUCPsWYDfKijwqjDnRccPFBw4z1TlRwnSKwF8LHJ5trAvvpbBH4CyG4s3Wu/IbIHzT42QTLEzsPL1mzSCE9nSwUICileBnnkjCvaOzTKJTFBGuKXGJBYek85XrZ44aXTXDHMgm5ss2UP6xjzZXN1BhFQDhzHOnLEZ5PFIhxQtwPUzgSsM7ivMSlrcU2XPFoLGApw0gIirOoMMqG8gclEP7aZlUTTZe2uobVFnE5UMLlUpCgqLPZs7Auy1Xvo2Uu9H+sykyicYDC6d9DhQ/pOc7iiEUVQKEVW67y2XXDJWbXJihVTUlp22yJ1SXWkElJPdcVY8C7Pe6HGTmKH74NFkOAY7DkjI4eVqquWB7DZZrqQZivUtYrxa2Ubw7uj1Z36ShYHLm4cvHti1NAx6UtZJvq0R+UKvU8xN2DNNWjNH1PaM/Zt4lnHLejbBKnCMiWtpDt9VwPkmx7haxyMUEJQ9vYhPoTSlLt+fC85s0RXsfWaTcTU5JBuELbGUnkMTQuQKEUp9yh/8D7nfbatddem7U/YWXRUgTKISAFUIQenRJGz3CBYLQbE1O0slH3CQ7DzJq4LrhehYL7lAkN9HxiMwExmmGuXtFjsB4hTko24SVr12J0MNQ2cywvaOKvZDsHH1QURyjATOiYpk3IkzHCWoA4SLnE2JImvC/RY+h0ZpMwkCoKlVBsFiW2xc0sEKYl5lJSQtyYXBIqVVCmpFGwXBsy1QwWhny8sZghlkU0VhP1i0Zc1LKNMoX31J7/XGW156FSdY1OOlaCdL6yWbEQawplZKhMrERdI76XjbxhCRaKNZ5534UKTtLwvjDLOd4JNsrKPov/wz0ylmwvRMy9kbTZlJd2niRdTxuhrhiXfEtiHfDNMsvSMH0l6kp4/nA9TfUgzFcp65XiVso3h/poHQcskuMGqayM1ONi66gdG7dUPfqDSqWehzjmaapHafqeoOy2dg0u+VGr65AlkxHkqmth2kLWG6EeJNH2ClkxIJ5LmOHTxNoQ/J9Uex53cOKkIvQJuOfZhL7S8OHDfZwdBs7zSVJ5DAfMiE1KOxEXeN7pYfvPBt/y5Uv7RaBcAi39Xco9W4Mdj+UMHRHrjNBhYxQbzayNqBMnAzNTfMLN3BC3MRNeNFgU5ZLQQoNj415eKDvyCS5cJnQyswnxVwi4yrUIPEyDxqYtD48xM/NwW63X4W1KGMqYT+kS5je8L+F2AsnSuMkmYSM77AyTnkB3JiF/2xYuC7mHYfpc66FSKi5d+BGJ5jkufa238czzQ9lKfgm+jQUQQfusfvCxRBGLksgkvKdpq2uYI/OeII4O+aSeUd/irAYrVdcw28dqkXqDVSKKQfg+8sgjHiH1J85qDasg8k7DiqDCKJKodzRWEJSZ2RRcPkHMn/CdRHyaXJJvf65jo/saoa6Ez3xYPmLS8V7h3cMS10neZ3FSiboSd53otjTUg2ieivm/EtxK/eaE35tCvieFpCmUherRH6Qq8TwUcg/SUI/S8j0p5lsCW74noeKuEN7Z0jRCPQjLVmrbKzxHvvcMShna0bQhwnuXVHv+888/z2QHy8gkJak84tZFvFDiFNEG43lkUJMfVmwoiDbccEPfvkV5LxGBShOQAqgIwgSLxjqIHzEXcAHDcgZlCiPq5oMcNhDCUf5CLoUiJk4KeamFM36YL2x4LuJDEGQsnCUm3G9uKXRS0yohW9xmiG9UqGRjy+iRKe8KPZelY9pdBGVhNpcWS5tLyWRpCl3GddoLPTbt6VAsYIHCD8sfXCXMog2//7AzHD4PaalrNBjIJ8EOs7l2UZ8ZwbRRzErdExQ1BJlGUOjgG49yzZ7baPwfywcKILMiQemDAogRNuJfIOFolh2Tbxnen3yWe4W87/Jdz/Y3Ql2xoL9WplKWlagrufKRpnqQK5/59lWCW6nfHKu35Jn2SD4J2wT50ubbr3r0B6FKPA+52KepHqXlexJ+S0LXmmwc9T3JRqbl9mLaXuGR+fjSvkYBggI77JuEdamc9nz4PCQ5eEQZk8oj5yL+KqyIdRn2s5iZDKsgfgwOMMMx8d3CgVyOl4hAkgSaXgFEZHZMEtEgY+mTzUUqCp1Ze5iy2GKTcA5TAIWBTfEzLXTmMK4Rdcew61rHy/6PW4YvwagbDYGomZ3KhBc9ZrF07LCq4EfZifFhcXNKVYrYNSqxDNli3k6si0IlGuC50ONypaMjSyeeeEk2K1G29HGWH9nSNtp2TFyZsYx6xoce5WkhQt1h1MSC5qG8IA6GKdvC5yENdQ2FJHE5aLSbUBetnrHkuaW+oYwxs+VK1TXqNM89impmoOCaFkOE/EXj/1ieMatnpJMOJ8cRY8GUcKQpRQEUmulTZ3J1YMmvJFkClagr2XKYtnqQLZ+FbK8mt3z5CRWn4Uh6tuPCkfFsabS9OALVfB7SVo/S8j0JvyUEy80nzfw9qVTbK2ReTP8k7JuEdamc9nxolZX0oFpSeTRexLTkR4iRB6eG3MB4gHatWYHTPmbAB08NBu8I3i0RgUoQaHoFEKPbuI4gxJYpVAFEevxHTQEUWqIQgHf8+PEk8Sb5phjyG0r8E40zFHeaME048kdeTPmDRhnNMvGAwhexnc/cbfg/ja5DFtzY8ksQ4VoK+bHZxXCxic6CEOYtvD/h9mZY57nDFZKRDoTYWR06dCio6PirE9vELLjo+FgA5bTVtf333z+j/CFWAIHXs8UMqEZdo/FCrBAUuzQykMcee8wvcRsKg777jX/+QUHMaC8jUjZ1qcUR4ph87o7huWydd5LN3kddyKUAChVodryW5RGoRF3JlqO01YNs+SxkezW55csPeTGxiSbs/7hlM39z4ngksa2az0Pa6lFavidh+7aQZ7yZvyeVanuFdSnfPWDw06yhw3sXvs84X6nteVzQaLPQZynkvUhesrlKh+ViPak8Rs+Luza/gw46yA+04ZZPKJF7773XJ6WdxrboZA7R8+h/ESiVQNMHgSbInsnYsWO9JYf9n29pwYhJF5qhhi8MG+HPdS5cyOhkMTWzaYGj6XnBYvmQS0LXrhVXXDGT9P7778+s87IhZlGc8odE4Ys8DEyWOUGNVzAjNf9YYptYPKBs2WJkAg07Spp8/LKdI9f2sANtcaGypbcOdLb9jb49rGs2HXghZea+UTdMwlHwNNU1rGXsGZhtttncddddl1X5w4hkOIJfybpm0/fynsFSzRQ62dy/jLNZB1F3GGW157cU6x/OidWTyWuvvWarscvQ7Do2gTYWTaASdSUuE2mtB3F5LWRbtbgVkhesds1akBHkXJYNBIsupP1RyHWV5i8C1Xoe0lqP0vA9YfDI3GMYVMjWbuausc8Gj/66i821Vom2V0gwX3ylsG8SBqZPqj1PfCEblKIPY4HywzyG68zISx9ps802ywxKhvvD9aTySF+ENlhogW3XwYIJ62wsfxigN7HJOux/LUUgSQJNrwBiNhp7cdDRPOusswriiwYZba1JOAORzaDDvssvvzwTxNbShkuuib8n08VjfUTA2DjhesxMlk1oDNoUzXS02rVrl0lqHT422Mc7szNY4Rphx7ySndLgskWvGl9e8pdeemnO42EGX2YpyDdlfM4TZdm53XbbZYLhMv13tgY5eSX+Ui6xBg1p0so+V/7z7eMZN2EazPfff9/+zbnE1RLFBbL88stn3L/4354F1mtd18zChrxgdZPLdJdZz6xMpK/k/bY6zzPIzIXUcySfAihU9DBrmbkwmmLIn6SIP8x6YXLRRRdlbbTTYA+nXbVjwqXVlUpyC6/XCOtJ1pVc/NNaD0q9h0lyKzUPdhyuL3QUEKwaiOuXTfj2hYrzuHS57mNcem1L9puTi39a61EavicEzWVmW+S9997LWOLHPZ9MJtHs9aASba+QNe25XAOsF1xwQSZ51KLF3q/ltudNsUQ+rr/++sz1oisoYgjZgasYbQ2epXySRB5p/zDt/J577pkz9mPYLivEmilf3rVfBLIRaHoFEPEx9tlnnwwfOukoCnJ9MBgR54Vq7gxYgdhMYZyIlwWaZYRR/mHDhmXt4OEiYn76fFhDTb0/QfDnvPPOa2GhY7uIPWNubGyLmlGGQdGYPjNO6Ej169evxYghL+RihAYpMZX4Fdq5L+b8lvbwww/PKF2YGSocXbA0LLlPxD4yQRGUtDCDgsUhwiKMvEW5cX8OOeSQFhYfcfkIfY2tsx2Xrl63UWdsenqe+Z49e+ZsuGHOyzMfKu6wXgslTXUtrGc8e6ZoCfPLOlZCBx98cIvN0Wemxc6Yf4qpazSMsEhCRo0a5Zd0PKwB7TfE/KE85qZngaQZaStm5r3wtCjFlltuOb8JC6BLLrkk3J1Zv+KKK7LWaUtkdYW6VSw7O0ezLZOsK7n4p7UelHq/k+RWah7C47DiNcXBiSee6Dsz4X7WGTnm25hPct3HfMc26/4kn4dc/NNaj9LyPdlll10yj+App5ySaUdnNk5dwYrKwh+E26Prue5DNG09/l+JtlfIgfZc2NYO991zzz3+fcQ2XPlDBQfbkmrP08a2OJ+0G0MLa65jQl/J2gwWW9L2ZVsmkUcbAGOQmElCsgmeKCbWXrL/tRSBJAk0fQwgYO60007evYGZvRBm72GdeC5YHPBjBgysc1A24AphLxBG+WlomVm2P8HUP0cccYSfMh5tNNPGcywdWc7FxwblERYjZkVEUNt8gXF5yTL6d8wxx3hLHvJEDCOC5JoShCDSWKWEQkfPYhWdcMIJPu9YxGAlROBogrvirsIU96GE0frD7dnWKY9ZKREIl2tlE8rSq1evbLun2U7UfFMeYOHExx/rH6woYHLooYf62aEwkUezj9UIMWdoACC8fLMF2J7mYkVuoEFOg5sy8exgjcVMVSgGuc/khVEqGu25LBbCWcJGjx7tc8HoBPcqNDsvMnupSc7ziuUHzwYdd2aEYJYvAj1TL4iVg0KNUQ+eZ9wX3p06fboJoyc2+m3bWKalrvG+4B7yHKCgIX4D7xYUJihOXnnlFTdhwgQ3YsSIaUbLqGv2fIdly7ZeTF2jUYSlI66gZgqPMsZcKbNdg+1YAXEvwuOssZzruLh9vCN5JxBAH+Xe0KFD/VSozIwBO8zIGUm0Zz/uHLbN6gr1ifcIQRUpT/TdZ+m1/INAUnUlF/+01oNyvjlJcUviOeRbgAsDg1UMFPCO6datmx94ol7RPjFL3kK/OapHxd2ZpJ6HeqxHafmeYElCO4uYKcyotOWWW7ohQ4b47y3fGtq1gwcPzsTky3WHc92HXMfVy75Ktb3C8qPUwP2KdxMDRwyI0o9imnMT+irkJZSk2vO8Fxn8ZrCKfPBO5P7T/sKNi/YFiiHa6Ah5JK+FSBJ5pN2LZTN9Fiyi6JtgDUSfhfc07V76irTtENpZoZKzkHwqjQgUQ0AKoKm0+FicdNJJPi4ObiSYBdIgYpSa30033RTLlLg/TJUcxtuxhEz1x4sIpQ4vIxplO+64o98dbZTxQaUxZyaMdo5wiek3+x999FF3wAEH+F0W9MzSMTLFeaLKKDpYY8aM8S5iKEfoePEjlkqoJcf6CEXLfvvt5zuxWPLQoOQ6SQsKtFDTne/8obsMafGTxcLi6quv9kssqfjR0Y7GBcKyqpDR0Hx5yLafAHS33Xabj62E0gLrD36h8AFB2YGVFRLXiUYJwnPD80J5bZQA5WAjKIAoN2XE8oN6YcodlB/jxo3zP9LEybbbbuut3KLPNmnTUteo17wPdt11V18EGqb8uNfss9kpWGdqexolZrmH0rCSoz3UgTAWWKFuXKQz6x8KVehxHkDMH2YXY6QQpSn1l/ctv/CdSAPxyCOPdEcddZQ/Q9w9p+HPM4PwTuRHUGkpgDySrH+Sqiu5+Ke1HpTzzUmKW9YbU+SOgQMH+riDZl3M94efCd9s0jABhMWciPvm5LqPdi4tpyWQ1POQi39a6xE00vI9wboHC37e/3Sg+a7a94J2PILFCRawtIFtn98R/Ml1H4Jkdb1aibaXAaFdgFsVLqn8wu85aejj0NYJ3crtWJZJteexAmKiEVzdUfhbe5vrh+EZaHvRV4p7J4b5CtfLzSOKHgb/sGLn2UTZw49nEl5h/uhTEA8ojC0b5kXrIpAEgeR79knkqgbnQHGAZQ2NKMwleUFkEyoyShjieHTq1ClbMr8P6w+mUA6DLpsVCI00roWJZNQsMnpSItZj8YLG2Nw5UM4g5BWXEpQhcfnmOnTi+FCGke9N+cPoBy83PpCrr766n/2H8zKzGRYLaRRe3HxQ0KgzS5QpqULlDzNFodhD4RAddUi6TFhv4HdMxxVLFUxdsd7hw4h1EkrE0KQ7zvoCRQ+dYTrJfLBMssWFsv31tsQSC4s0RlFRWmZrlPGsYv2EVRkm3uGzGy0z9TANdY0GDvWQxpYJyjyUP+Y+xcxamBSHvvBmfWjHJL1kRq9Q8r1vLC2WQ2HdydaAs/SFLLHGo4HWuXPnTHJ7J/Jupb6G+zKJghWUbH379vUWV7YZa8ZirRbt2GZaJlFX8vFPaz0o5z4nwa2c60eP3X2qSzMdCNoExA/km8IgDq61vIPoaISdirhvTr77GL2m/v+LQBLPQz7+aa1Hafme8ExjMcqAkrV96VzzwzqfgSM60rStckm++5Dr2HraV4m2F+UnBAbt32WWWcbjsO85/9AGxsOA91I2Sao9z3mw/MfChraEib0HaVfvscce3tuh2EHVJPJIe5Z4iigcTXhWLX/0xeg/0A9l0FgiApUkMN3Uk0/JF8G9khko59xWgZkNKuyklHNOO5ZKiRUHsYDoWKBYoHISMNqua2kLXaJQwaKIIGS4X6GgMGVOtnPgvoWrDG4yuHshKH4oM24ZnIdGX6Hlx/WG4/gReR7lSa7pmLPlK23bGd3lfvEs0xCAC0oZUwylIb+42NFYR7CAOPDAA7Nmi/JQFu4702bWshzErOHjzbNvVhdZM17CDkxhKSudd9apE5QZE10s30qRWtc13h+4geH6x4gUrm24BIaKvVLK1WjHMGpLvcVVlilRzRS/mHJyDt5rjMrTSKulYHKOEhd3BEb76kFKqSthuXLxb+R6UC63kGGl1nkOX3zxRf/9YCAhm7Kd6+e6j5XKX7bz4j7LgBTWy7iN1IOU+zzk4t/I9Sipe0ubCZd7XI+woKADXcr3Ntd9SCqvhZ4Hl3esyhks6927d6GHFZyunLYXymcGshAGz1GiIbTj6KswYIc7cDGu7f4EU/8k1Z7/7rvvfJ+LwW4UQrTBCu0rWV6yLcvNI+1C2oj8eE4ZNAxnuM123WK2406GQmzQoEEZa/Nijlfaxibwl5lBY5ez6NLRUOLlxS8pwZwvCZM+lAG4i5TiMkKHutRjk+JQifPwUq9FuZipg/g/KAXxNUZxkU1wqTNBIZBLKI+NpuRK1wj7UERiCZSk1Lqu8f6gEcpPkp0AjcNSGojhGcs9PjxXM66XW1dy8W/kelAut1KfNeJYoCRHQY6FXjbB6vDdP2Oo8X3iXuSSXPcx13Ha9weBcp+HXPwbuR4l9fzQZiKOIL9yJNd9KOe8aTy2Em0vBi3DSXFKKXdS7Xnek+EMzaXkJdsx5eYRDwF+pfTjsuVJ20WgGAJSABVDS2lFIIaAxRciEG0YLyVMSkMcn2OExhw+9BIREAEREAERKIbAE0884R588EF/CO4EcTEI2YmLtMUdS8J1019Qf0RABERABERABOqegGIA1f0tVAFqSQD3O4tNg4sXftDffPNNiyxhfsoMcJiMIptssol37WqRSP+IgAiIgAiIQB4CxIgzYdIG3MFDwV2ImHPXXHON34x7QY8ePcIkWhcBERABERABEWhiArIAauKbr6KXT8ACw6HgQQimjb8t8UyIQ4Q/Of7QFpyaODo02iUiIAIiIAIiUCwBJnNg4gjiCWINRFB1XI9xB2OQAYUQcVBM+CaFQeltu5YiIAIiIAIiIALNSUAKoOa87yp1ggSYaYKZns4880w/9SQzIDz99NP+F16GhjpT1eP3KxEBERABERCBYgkw6DBy5Eh39NFH+9lsOJ7JKphdMBQCqg8dOtQriMLtWhcBERABERABEWhuAlIApfz+DxkyxM8aZm5GKc9u02Zvl112cdttt52fuYSZKIjsj1KIqP5MCd+tWzcFBE7506G6lvIbpOyJgAh4AgSXJ97cq6++6uMB8b3B2pRJHtq2beutgTbYYIOSZkESYhEQARHIR4BJTyz+ZbY4ZPnOof0iIAK1IyAFUO3YF3Rl4sVI6oMAswJss8029ZFZ5XIaAqpr0yDRBhEQgRQTYKprfhIREAERqCYBBjb5SURABOqTgIJA1+d9U65FQAREQAREQAREQAREQAREQAREQAREoGACUgAVjEoJRUAEREAEREAEREAEREAEREAEREAERKA+CUgBVJ/3TbkWAREQAREQAREQAREQAREQAREQAREQgYIJSAFUMColFAEREAEREAEREAEREAEREAEREAEREIH6JCAFUH3eN+VaBERABERABERABERABERABERABERABAomMN3UlFNWWWWVgg9IU8JnnnnGZ6djx45uuukoikQERCBpAt999517/fXX3QwzzOBWWmmlpE+v84lAwxB477333Oeff+7mmGMOt9RSSzVMuVQQEagmgbffftt9/fXXbp555nGLLbZYNS+ta4lAagi8+uqr7scff3QLLbSQ/6UmY8pIXRD4+OOP3Ycffuj69evnRowYURd5ViarR8ArgKp3OV1JBERABERABERABERABERABERABESgkgQ6d+7sxo4dW8lL6Nx1SKAVeT7yyCPrMOvODRs2zOf78MMPd61a+aLUZTmUaRFIM4HJkye7Sy+91Fs1MJIgEQERiCdw5513uqefftqtsMIKrnv37vGJtFUERCAngZtuusm98sorbtVVV3Vdu3bNmVY7RaBRCYwcOdJhxdGlSxe31lprNWoxVa4KERg/frxX/Ky88soVuoJOW88EvNbk0EMPrcsymALowAMPdDPPPHNdlkGZFoG0E5gwYYJXAM0555yuXt8VaWes/DUGgY8++sgrgJZZZhnVlca4pSpFDQi8/PLLXgFEx0XfnBrcAF0yFQRuv/12rwDCgqNv376pyJMyUT8ECI2C5U+bNm3qJ9PKadUIKAh01VDrQiIgAiIgAiIgAiIgAiIgAiIgAiIgAiJQGwJSANWGu64qAiIgAiIgAiIgAiIgAiIgAiIgAiIgAlUjIAVQ1VDrQiIgAiIgAiIgAiIgAiIgAiIgAiIgAiJQGwJSANWGu64qAiIgAiIgAiIgAiIgAiIgAiIgAiIgAlUjIAVQ1VDrQiIgAiIgAiIgAiIgAiIgAiIgAiIgAiJQGwJSANWGu64qAiIgAiIgAiIgAiIgAiIgAiIgAiIgAlUjIAVQ1VDrQiIgAiIgAiIgAiIgAiIgAiIgAiIgAiJQGwJSANWGu64qAiIgAiIgAiIgAiIgAiIgAiIgAiIgAlUjIAVQ1VDrQiIgAiIgAiIgAiIgAiIgAiIgAiIgAiJQGwJSANWGu64qAiIgAiIgAiIgAiIgAiIgAiIgAiIgAlUjIAVQ1VDrQiIgAiIgAiIgAiIgAiIgAiIgAiIgAiJQGwJSANWGu64qAiIgAiIgAiIgAiIgAiIgAiIgAiIgAlUjIAVQ1VDrQiIgAiIgAiIgAiIgAiIgAiIgAiIgAiJQGwKtKn3Zxx9/3HXt2tXNNddc7u2336705XT+ChH43//+5wYMGOBYFiJbb721W3/99QtJWnCaHj16uPvvv9+deOKJrk+fPgUfp4QikEYCY8aMcVdddZV744033HvvvefmnXdet8wyy7iePXv63wwzzFB2tu+88053zz33FHSeNm3auOHDhxeUVolEIC0Eqt3GGDlypDvppJN88e+66y63xBJLpAWF8iECGQLvvPOOO+2009xzzz3n3n33Xbfwwgu7NdZYw6211lque/fubtZZZ82kLWflyy+/dOecc46/zltvveU++eQT1759e7fUUku5Tp06ud69e7sZZ5yxnEvo2CYl8Pvvv7uPP/7YLbLIIk1KQMUWgcoRqKgC6Ouvv3Z9+/Z1U6ZMqVwJdOaqEHjzzTfdqFGjCr5Whw4dElUA0ehG+SMRgXon8Omnn7pevXq58ePHtyjKhx9+6Pg98MAD7tZbb/X1DaVMOXL99de7m2++uaBTzDHHHFIAFURKidJCoNptjIkTJ7ojjzzS/fzzzx7Bb7/9lhYUyocIZAicddZZbujQoS58Pl9//XXH74orrnCXXnqpu+666/zAbOagElbOP/98d/zxx7tvvvmmxdGvvfaa48cgx+jRo93pp5/u1l133RZp9I8I5CLw2GOP+UHnXXfdVQO+uUBpnwiUSKBiCiA+CNtss41jREBS/wReeOGFmhWCTuxhhx1Ws+vrwiKQFIFff/3V0aDBagFhZGvnnXf2VgQof2688Ub30ksvOSwLsKK75pprymqk17LeJsVM5xGBOALVbmP88ssvbq+99soof+LypG0iUGsCV155pRs8eLDPxkwzzeTb4auvvrr74IMP3N133+2/L08++aTr1q2bHxxYYIEFSsoyCqRBgwZlju3SpYtbe+21Xdu2bR3WR7fffrtXAjF4iFXr2LFjvYVr5gCtiEAWAnfccYfbaaedsuzVZhEQgSQIVEQB9MQTT7gDDjjAjzYkkUmdo/YEXnzxxUwmbrjhBrfCCitk/o9bmX322eM2F7Xtxx9/9KNLmBfLiqwodEqcUgK4jpjyZ7311vMuYLPNNlsmt/vvv79/d6L4Id2QIUPcGWeckdlfzMr333+fcbvdYIMN3AUXXJDz8OmnV0i4nIC0MzUEatHGGDZsmO88pwaCMiICEQKff/6569+/v9+KRSfKoNDyZuDAgW6fffZxN910k3vllVe8K+Mpp5wSOUv+fydNmuQOPfRQn7BVq1bukksu8Qql8EgG7bCWu/DCC91PP/3kladYt7Zu3TpMpnURmIYAlp0m0003na1qKQIikCCBRFv8dDgYEdh0002l/EnwJqXhVKYAIi7JOuus4xZccMGcv1lmmaWsbOMeQ8MFU+ZC4w6VdUEdLAIVJoASk5g/CK5dmM+Hyh+205g++eSTHY135Nprry3Z4uDll1/OKE4ZAc5XZ+eff35/Tf0RgbQSqFUbY9y4ce7ss8/2WKJ1Nq2slK/mI3Deeed5ZQslZ/AgVP6wDeXLRRdd5Dp27Mi/3sL022+/9evF/MFS9bvvvvOH9OvXbxrlDzu4FjHl7FpYtj7//PPFXEZpRUAEREAEKkQgMQXQU0895QO+0amho4PW9pBDDnGlmpdWqLw6bYkETAG07LLLuplnnrnEs+Q/jGeHEazNN988Y72w9NJLywc4PzqlSDmBp59+2sf4IZsESCcoZ5zQwfzHP/7hdzFySoDoUsTqLMeuvPLKpZxCx4hAagjUqo3x3//+11tN8G3aaKON3MYbb5xhotHpDAqtpIAA8X0QviHZXGiw9CQ2J4JCFWvTYiWMX7fbbrtlPZwBwy233DKzXwqgDAqtiIAIiEBNCSTmAoZvsXVU8AHG7BMXB/u4qKFU0/tc1sU/+ugjh2kxstJKK5V1rnwHY+1z8cUXZ5IRH4VZvxhxMtGzZCS0rCcCq622mo+JgGXO3HPPnTPrNipLY32++ebLmTbbzjD+T6XrbbY8aLsIJEWgVm0MBrKIn8JMplgB4dYiEYG0EaD9zQQDCFbauWbewiXYhBiLxLYqRrAm5XuGq067du1yHkpaE+LcSdJNgJm3mIQCN0FiOfHu4x7//e9/978dd9zR/e1vf8tbCAagOA9LrL94HhnY4kccxPC5sJM9/PDDPi4VcaNMzF2R/1FcMrtcVIhpRV+TwOMEOseCevnll/e/XXbZxS200ELRQ1r8T92hz8qMecxWjbKf8jIr65prrunjMbY4IOYfJgj4z3/+42d1JQ/MvIdV9ZJLLuljPG677bZulVVWiTlSm0SgNgQSUwCRfTo1VFA+JubCUJti6apJEggtCcycl/NjAvzZZ5+5RRdd1CUxZXWY5w033NAHfmbKUokINAoBLCLzWUXSiCc+A8K0vfmURdnYWL1FgWQNNho2kydP9iPE88wzT7ZDtV0EUkmg2m0MAt3SAUGYUjtfRyKV0JSppiBAJ9jELEjt/+iSbwIDtUyx/eqrr0Z35/3/3HPPzZvGEtD5N6FTLkkvgS+++MJb36PMCAUrSLuPKMGJG0Vg7zhhEJdZ30444YQWs9CRFqUIwcGJRzhixIhpXAcZHLtkajypUCZMmOD4IShRQgUQbSUCnuMqHwr9EiYguu222xzPKoPI22+/fZgks47ih9Al0VAT1I2HHnrI55XzE44izk0ehRn7mA2PiQJCQUH6xhtv+E14xxB/65hjjvGu/mE6rYtALQgkpgDq3r27O/DAA6eJaVGLQumayRKwjiRn5eXLy/+yyy7zHUm2MdPEcsst51+wffr08e5/bC9FsHi49957/ehSKcfrGBGoZwJY2tGwsul7e/ToUVJxaJSYEgn3LwJKE4CahtQPP/zgz8kMZKuuuqqPFbH44ouXdB0dJALVIlDtNgajwgMGDPDFo04yK59EBNJKIJxxt3379nmzyaAAnVwG8rDyroRyE0tWLIxM+N5I0kmANgfWPab8wfKFeK4oPWhL3H///d7ChtkXaecT55OZ5KKyww47+DY82wkXgdIGheTPP//scIMfM2aMQ9GEdf9xxx3n9ttvv8wpUBDuscceXmlC3DWEQWBCTyDhM0obh/w+88wzfh9GB127dvVeCuSRiQIIOm4uvCiwjj32WJ/W/tx5553u8MMP9xY/HI+SqEOHDl4Z9OCDDzosknCTxPqUWa0feeQROzSzJL8otRCsRLfbbjtHe4qyM9h2zz33eOUZCiaUUVhjk0YiArUmkJgCSJr9Wt/Kyl0/VABhTmnuKXZFXuzPPvus//Ei5CWHVVApgnsXpsUSEWgWAsRTwOSZOoTFAbPfYVHHqNWee+5ZEgZGnaiXCEofGnJRwbSb33333edHpXr37h1Nov9FIDUEqtnGoLG+7777OjoSKEoJzC4RgTQTCNtlcZYK0byHrsVfffVVi851NG2p/1NvsMZAiJ9ViGKq1GvpuPIIoEgxKzIUPLQ/QkFZg9UOwcURZpiLKoAI1cAALsJMwVjz4AIVCu2d3Xff3YeV4Jwo1k2xQ2xEfkyWYQogFC9xLopYGZnyh0EurhV9vrAAYmZV6gb9EgbUQnd4AqJjFY3yB2VPeDwMOA6lJc8wCiTc6ldcccVMcWhnmfKHWKUoe1AChYLLMMHQbbY98iEFUEhI67UikFgQ6FoVQNetPIEwlggvRF50dEwxaWRq3HBklJc7IwBRU8jK51JXEIH6JEBdOuigg9yll17qlT+UglGpUpU/HB/WWUZ4Ga0jeC3mx8wUw8wtiy22GEm9RRCWDjfccIP/X39EoNkJnHnmme7RRx/1GGiwzznnnM2OROVPOQGUlSbMMplPwsk8GHRIWujE4xqDzD777F55kPQ1dL7kCJibFWfcYostYk+89957e3dylIdY1tggE4mxLD766KP9cTxbo0ePnkb5w07iU+EChnCMKZT8hgL/EOvHFFS0bXDRCpU3dhoCkKN8QVDqE88NhY/9j5UQgoVS3PE8t4cddpiPX0S/JxwM5zgrB+u4gEWVP2xnUHvgwIFu1lln5V+vSLI8+A36IwI1IiAFUI3A18tlUfgQCM4Ec03cSdBmYy5JzKdRo0Z5s06LbYJPOfESJCIgArkJMMvXJ5984uMChdNLMzLWqVMnh098KRI2VBhdw3wb6yIUPyhoUQShrCUYowmNFAv2btu0FIFmI8BMRdQ/hJgNjEhLRCDtBGxadvKJW34+CdMkrQDCtYZvjQmdcItDZ9u0TBcBYkKZoLwJlTu2HcUOgZKxfMGVK3yG7rrrLm9RTFr6BmGsHjvelliDEWAZYeCp2AFj3LPMTZ53tPU97PzhEjcx3LoQLIbMVZJwE3YcM0zinhYnDMThIomyKDqzHlbTDNwxEE7c0mzSqlWrzIAbrmvFljfbebVdBMohIAVQOfSa4Fgi9xPJnxFRRkJpGMfNwkVn9dRTT80QYT1skGR2aEUERCBDoHXr1j4wIiNaxBxBudqlSxe/H0XqZpttVpISCL90GiZDhw51NMyssZW58NQVRs5Q1FrA0C+//NLX8TCN1kWgmQjQEcbdgM4Fs8DYiHYzMVBZ65MA3xIT6xzb/3HLME3YkY9LW8w2LH8YWKCji2BdSrwXSboJoJQxIfA9ljpYtaD4sHvJ/mwTvoQzdxE/KJ/YjFhY5kyaNClf8hb7LbAyG//1r3+12Bf9h/xam4p9zNBl8s9//tOvouzaZJNNXK9evfxsYua2yE76OyiL4oR2FVZGDIRnS0OcLeJgEffIJKx7tk1LEag2gcRiAFU747pedQjQMCh0BHTzzTf3nUmsD3jB0alV0L/q3CddpT4J0Dgx9xIaGoxU2bS8jIxh1o8SJzrLRb7SLrHEEn7q0XzpuD7uZjayFVoO5TtW+0Wg0QgwowydC0ZsmR0mdJNptLKqPI1FwFxMKFWc9Ua0tFifmiQ1ay8zP5lrDufGqpTviyT9BHDrwrIflyeUMljKMHEEP1ybUBDhRs6gVNzzwvTpJkcdddQ0AZdtny3xLjDhWrhYFSr0LUwKiTcauneFiqr+/ft7BRcu8yi5br75Zv/j3MQKorzEOSLGUD5hAA03OhRMlIcf35I4q2q5gOWjqf3VICAFUDUoN9E1CPxmnUhmDpACqIluvoqaGAEaXZhYY5FAYEFGkUIT7cQuNPVE1FkTmznM/tdSBJqFAMFLR44c6YtL4FA6DcS5iEpovk8nxtLQAUdxJBGBWhAgXolJ2Lm2bdFlmCY8NpqukP8Z8GMWYKx/EKwhUCZgiSqpHwK4O+GqR+DiUFHCdOZYBfFjUJgAyVhHhtZAoQIotHYppPRhmIlC0qNcQbh+Ie0iAvmbMDOXyYILLujuuOMOb6VGAOvw3Y4rMD+eYyx9GBAwa2k7niXnw+Phmmuuyap4hSmDeWGcrvAcWheBWhBQa6UW1Bv4mu3atcuUrtiPQObwNyYdAABAAElEQVRArYhAkxOYe+653XLLLZfxS6dxVUhDpxRsYeOIUSyJCDQjAeKWmJxxxhmOXz4xFwLSMRvMuuuum+8Q7ReBihBg6mkTZnfMJ5aGTvQ888yTL3nW/XRqd9ttN0dcFgTX4osvvjh25kmfQH9STQBXKH7ExEEpziyhxM4xqxWsywjuTSwglB7cb8SWrGP5VcwzxVTvxQjtI+LyYLVDqIl8CsywXRO1XkJxT3gL3N34BjB1/NixY1tY7kycONG7mjFrGJ4OJuQBC6FQqYRFNzNWMrDGElc31jt37uwVShwbF0bDzqmlCFSLgBRA1SJdp9dhZAcTRn4LL7xw3pd6+CLMFQSuTnEo2yJQMgEsBRjpevfdd32AZwtAmO2E4X5myyhGaJRTZ7Egyjd9tnUEOH90ytZirqm0IiACIiACtSFAzCqT0BrDtoXLX3/9NdNpZaChVFdHBvm6d+/uZzbi/FhUoBQoxGUmzI/W00cA631+uPB99dVXXimClQwWM8gjjzzit9lU8LT3H3roIb+P43CfqpTg4m7WysROzNfGIY0Jrm5xguKGCTL4oezC+of4iZdddplXNuEyiXtjqAAiZpD1eXAZGzFiRItp5sPrhBZ3uNhJRKDWBKQAqvUdSPn1jz32WB8AmmwW4s+NptykGJ9eO0ZLEWhUAowy4dqFUK9wM8klBIE2iTM9tn3RJQ0NGkiMjtGwR+mUq4GvOhslqP+bkQCBQuedd968RcfSx2JQ4OJixxQSiyLvyZVABEokgJUBk3bgxvLoo4/mPAvWHebustpqq+VMm20nAxpbb711Rvmz7LLL+pkmNdtXNmLp3s4gE25fDByFAaHJNRY322yzjf9hGcksogizi5oCKBw8QnmSTwFE3B2eQd6b888/f1FWMeG1UATlUwCFs6lGLeWI2YPyKvRewEIHJSY/3N2w7MTa56WXXvKztqLoRClGzB8ECyQUY6EVlN/x5x8G0pnt1SQMqm3btBSBahOQAqjaxOvsekxtyAxgCDFJUAJlM19kRODZZ5/1aXmhygLIo9AfEfAEqEumAMKXPpcCiGlJsRRCcP2iwVGo0BihUc+MYoxahY20uHNY/WZf165d45Jomwg0PAGCm/LLJ1hXmAJo3333LSp4ab5za78IlEpgttlm87Md0RFl8IAO9oorrhh7Oqx0THD3KUUOOeSQTLzHjh07OqxDUBRI6pMASg4Gi4hjRoydqKuUlQq3V1MAhdbDq6++uiXxLoB77713VtcsLJN79OjhbLatxx57rMVMpWFsoThlSXgtFFLbbrtt1lm4UP6Yey91BFcs5LrrrnPkESF+1ZAhQ/x69A+ubDzfKICQDz/80LfHcIszIT/ZlD+k4frff/+9JW8xq1pmo1ZEoMoE4ue2q3ImdLn0EsA31z7qaL+xYogTXuRE1DfhZRq+xNmOFhwFkf0wQ5aIQLMQQCmz0EIL+eJSB84///zYohNwcb/99svsi1MUYXZs9Sg0b7aDwo4sJtycM04uuOACN378eL8LK6OePXvGJdM2EWgIAvoGNcRtVCGyENhll10yew466KBMgPLMxqkrTCpw5ZVX+k1Y7cRNo52vnuDqwyAGwuDE1VdfnWkn+o36U3cEttpqK59n7j1BjbMJz49JaJlM+8bOwaQVRxxxRFZFBwGkTfmzwQYbtFD+cO5wRjsskqKC1VGnTp38ZiyAiEkUJ1hDM2htghWTWUNvuumm3mKOfZdffnnGlcvS2pK205NPPun/5Vgb2La2HDuY7css6uw4W2IlZIom2xbOwGfbtBSBahOQAqjaxOvserzwwo4q0zsOGDDATZo0yfvJ8hKnIcDoAaaUiE2dGC0qgdgwLbWffQCi6fS/CDQiAUbWmGWIGVIQZtrgZz7kNHSYhnTttdf2DQrS0DgKlUFsQ04//fRMPWKWiqhwzJprruk3v//++z4to1AETKSBx0x9pLEpepnZgyCI2az7oufX/yJQjwT0DarHu6Y8F0qATq0FJmeAgHglDz/8sLcExXKBttxOO+3kvwG86+mIx73zc9UTOrrhYB9WFf369XPbb7993h8DDpJ0EkB5aIoXrIK5p7iHM1BLzBraKcOHD/ftBEpAWmYNC2XYsGGuTZs2fhNKFRQ148aN87NfYcmDNU7v3r0dwZQR0g4ePNivh39wCTPhmeW8Z599trdMsu3E47G2FAPOnBfXRoJU8/wSvweraxvgwsVr6NChdri3cKIuIKTfYost3A033ODX2UZbiWDQKLWsr4LLrwWcJuaWxWmEDfuwtub68MIN7pxzznHbbbedj8XIOU24nkQEak1ALmC1vgN1cH1GiHhJ8xLmxUYnlh+dRl52oeAve9xxx4WbtC4CIvAnAUataLgMGjTIN8JpIPCLq0sof2gwxzXQ8wFF2TRq1CjfqMFlBdPuf//73/6w1q1b+0adnYNZwGisYeYsEQEREAERqF8CdK7pmNN5xWqbDizfAxT/odBOK8X9C1f/cIpw3IVsWu7w/HHr1mGO26dttSVA3ECeHZQiBEGmTcCP9gfW/OHzQ9werMhCKxhyT/wn3Av79u3rGHjCDR3FCsI5QncunkkCLDNLVlRwXeRcnAPXKbNIYkDa4v8Q82r06NHu4IMP9kobXBD5Ra/DuZnGnWsR6DmUE044wQeTJp8Mau+1115+d1x77IADDnBDAjcxroNyCqsiBNdLfijG2GdTvrOOMg2lFgPoCIqq0HrKb9QfEagyAVkAVRl4vV6Olyxmv+E0t6b84QVHEDbcw+jc8mKXiIAIxBNgpIpRMRQ8JlaX+J9G1XnnneduueWWomL/2Llsyax9+Nbjrx/685vrJcFr6RzQUZDyx6hpKQIiIAL1SwCXfSwZiNEz11xz+YKEnXdm/br22msd8atKkXDSgFKO1zHpJUAMQKZBD13IUQbZ84MCD4UHbQYUMHGy/vrr+yDku+++ewuFiyl/sNphpi1cowi8HydYBmENTRDmsD9hXgZ2zJZbbunbOMxEZ9ZLdh3SMLiFlTOWOXGT0hA0HQ8GlKHEWjSx9hiDZShqLrzwQm89ZBZHlg4LIyYFCGNtobBC+cOx9JfoN9EGs2DZHEv8IYkI1JrAdFMzMIVo5vUoFpuG4Fzm11mP5ai3PPNyYwQIqwLMKnlBmtlnvZVF+c1PgA81DQPuNYElJckRYCYVAspSl1DYMFIVmj8ndSUz4cZXHf9zGiyatSgpun+dB9eIiy++2Ae4NDP3v/ZqTQREoBACTK9MBxBLljgX10LOoTR/EMCyge+2xS9p3759xnVGjNJNgIDFuBJhfY9VTTWF2De4NvFDCUObIVSSFJoX+mcEJWeWMZ69xRZbLONGVcg5UMbQ3yAYM/GmokoYOweKKp513MzIL+1V2lPZ0ttxtkTJRVBryovLFxZRxMhCSZRPuDbHMXEH3FA28QuVV/nOUYn9p512mp9xFotz3PckIhASkKlGSEPrBRHAmgCzzTjTzYJOoEQiIAKeACbJa6yxhv9VEgmNIBpf/CQiIAIiIALNQUDv/ea4z0mXEusxfuW6KmHRHHUVKyavuGPlm+ad8+GqhnKJXymCsqbUusK1GVDToFop5HVMrQjIBaxW5HVdERABERABERABERABERABERABERABEagSASmAqgRalxEBERABERABERABERABERABERABERCBWhGQAqhW5HVdERABERABERABERABERABERABERABEagSASmAqgRalxEBERABERABERABERABERABERABERCBWhGQAqhW5HVdERABERABERABERABERABERABERABEagSASmAqgRalxEBERABERABERABERABERABERABERCBWhGQAqhW5HVdERABERABERABERABERABERABERABEagSASmAqgRalxEBERABERABERABERABERABERABERCBWhGQAqhW5HVdERABERABERABERABERABERABERABEagSASmAqgRalxEBERABERABERABERABERABERABERCBWhGQAqhW5HVdERABERABERABERABERABERABERABEagSgVZcZ//996/S5SpzmYMPPtjNMMMMlTm5zioCTU7gs88+8wRY1vu7oslvpYpfYQKPP/64vwJL1ZUKw9bpG5bAU0895cs2duxY1aOGvcsqWD4CkyZN8kluuOEG9+qrr+ZLrv0i0ILASy+95P//9ddfW2zXPyIAgemm/qYIhQiIgAiIgAiIgAiIgAiIgAiIgAiIQGMQ2HDDDd0DDzzQGIVRKRIj4C2AevTokdgJq3kitOLINtts46afXt5s1WSvazUPgS+++MIxEtumTRvXrVu35im4SioCRRJ45pln3Ntvv+3atWvn1lxzzSKPVnIREAEITJgwwb3//vtuiSWWcKussoqgiEBTErjvvvvc119/7VZccUXXoUOHpmSgQpdOYOLEiQ4roGWWWab0k+jIhiXgFUAnn3xyXRbQFEDDhw93M800U12WQZkWgbQTwBwfBdA888zj6vVdkXbGyl9jEBg8eLBXAHXs2FF1pTFuqUpRAwK4T6IA6tSpkzv22GNrkANdUgRqT2CLLbbwCiCWvXv3rn2GlIO6InDuued6BdBcc81VV/lWZqtDQGYz1eGsq4iACIiACIiACIiACIiACIiACIiACIhAzQhIAVQz9LqwCIiACIiACIiACIiACIiACIiACIiACFSHgBRA1eGsq4iACIiACIiACIiACIiACIiACIiACIhAzQhIAVQz9LqwCIiACIiACIiACIiACIiACIiACIiACFSHgBRA1eGsq4iACIiACIiACIiACIiACIiACIiACIhAzQhIAVQz9LqwCIiACIiACIiACIiACIiACIiACIiACFSHgBRA1eGsq4iACIiACIiACIiACIiACIiACIiACIhAzQhIAVQz9LqwCIiACIiACIiACIiACIiACIiACIiACFSHgBRA1eGsq4iACIiACIiACIiACIiACIiACIiACIhAzQhIAVQz9LqwCIiACIiACIiACIiACIiACIiACIiACFSHgBRA1eGsq4iACIiACIiACIiACIiACIiACIiACIhAzQhIAVQz9LqwCIiACIiACIiACIiACIiACIiACIiACFSHgBRA1eGsq4iACIiACIiACIiACIiACIiACIiACIhAzQi0SvrKDzzwgLv11lvdu+++69555x0344wzuiWWWMIttdRSbuedd3bLLbdc0pfU+WpM4PLLL3dnnnmmz8X111/vFltssbJz9OWXX7pRo0a5l156yb3yyivu559/du3bt3drr72222OPPVzbtm3LvoZOIAK1JHDPPfe4G264wb311lvu/fffd/PMM4/r0KGD22qrrfxvhhlmSCR7v//+u7/Obbfd5t/L3377rVt55ZXdqquu6jbccEO34oorJnIdnUQEakHg6aefdj179nRzzjmne/bZZyuehUp87yqeaV2g6QhMmjTJnXvuue7FF1907733nm8z8c5fbbXVXLdu3dwss8ySCJOvvvrKjRw50rfVaPN/+umnrl27dr7dv8Yaa7hddtnF9wMSuZhO0lQEaLvwPC200EJNVW4VVgSqQSAxBRAfmP/7v/9z48ePnybfX3zxhXvyySfdtdde63bddVc3YMCAxD4+01xMG6pK4I033nDDhg1zv/zyi78uL+xy5b777nODBg1yn3/+eYtT0ZDhN3r0aP8M7bXXXi326x8RqAcCn332mTvggAPc448/3iK7H3/8seP38MMPuzvuuMOdffbZbuaZZ26Rpth/ON9uu+3mXn/99RaHPvLII47fWWed5U4++WS39dZbt9ivf0SgHgj897//9d+CKVOmVCW7lfjeVSXjukhTEbjwwgv9e/23337LlJuBBn7XXXedu/rqq307CqVpOUJb7PTTT3cMKoTy5ptvOn4Mclx11VXuuOOOc2uttVaYROsikJMAfcbBgwe7HXbYwbdhcibWThEQgaIJJKIAwjqjT58+7rXXXvMZmHfeef0I9tJLL+1+/PFHPzKAVRDKgUsuucR988037tRTTy06szogXQRQ+hx44IEZ5U8Subv99ttdv379MqdaZpll3D//+U+36KKLuokTJ3rrMqyDhg8f7lAsHn744Zm0WhGBtBP49ddf3b777uuwWkAY2dpuu+281dxHH33keP5fffVVd//993uLyYsvvthbNpRSLhrlWMuZ8mfZZZd1Xbp0cQsuuKB74okn3N133+0t6w455BDfgEc5LxGBeiHA880zi9VBNaQS37tq5FvXaC4CWGEff/zxvtBY4G+xxRauY8eOju8LFvp8X7CU23777R3WbPPPP39JgG655RY3dOjQzLEbbLCBw+JngQUWcFgf3XXXXV4J9Pbbb7vdd9/df9voE0hEIB+Be++91/cp86XTfhEQgdIJJKIAQrtvyp/111/fjRgxws0111wtcrXnnnt6LS5WHTfddJPv1G+22WYt0uif+iKAEo/GRFLCaG7YoKDRgFVZ69atM5fYe++93T777OOee+45d8EFF7jOnTtrZClDRytpJ4CrpCl/cGe86KKL3KyzzprJNlZtAwcO9O9I0p144ole2ZlJUMQK10JpimDyf9ppp2VM8XfaaSdvlcl7mY409W6TTTbxyqEiLqGkIlATAs8884w77LDDvEVDtTKQ9PeuWvnWdZqHAINiRx11lC/w7LPP7rAECi1vGLBD4f+f//zHt9n5Rhx77LFFA5o8ebI78sgj/XGtWrVy55xzjvvXv/7V4jwM5NE3uPTSS/1AA9dmIDhsz7U4QP+IwJ8E6AuYTDfddLaqpQiIQIIEyg4CjYkpcSyQOeaYw51yyinTKH/YR+wfrDZMcAeT1C+BCRMm+M4rJQg7sOWUCMWhuX2tu+667uijj56msYD1Am4rjGwhpJGIQD0QwE3F3pW4dqGQidYdGtMoY2i8IyjLsbAsVr7++mtves9xCy+8cAvlj51r9dVX9+b7/I91Jm4BEhFIM4EffvjB148ePXpUVflTie9dmjkrb/VJgLiJ9r1gICFU/lAilC+0syzuG9+X7777rujCYqn6/fff++Ow/o8qf+xaKKPsWgwWEtNRIgIiIAIiUHsCZSuAiMmCmxey8cYb5zQnxZWnTZs2Pu3LL7/sl/pTfwRw4WMUiQ4tFl8Ekk1Cwpgo+P5mk7/97W/ebYb9uLfg1y4RgbQTwGqNmDxIp06dsgYyRylkwfJpzBMgulgZM2aMo7OMYO1jCtPoeXgnE6QfIVYDLmoSEUgjAdxWsFIj7gjfHkaG99tvPzfffPNVNLuV+t5VNNM6eVMSIL4PwjeEwOhxMv3007vevXv7XXwjUAIVK2Fbbccdd8x6OBMZbLrpppn9avdnUGhFBERABGpKoGwXMNwHsNb45JNP3D/+8Y+cheHDQ3wgOjSYqtK5mWmmmXIeo53pI3DEEUd4f3ICCJ500kk+CHS5ufzf//6XUeRw3ny+4tZB5rrjxo1zSy65ZLlZ0PEiUFECxGEg9g5uWVEX2eiFbVTW3pnR/fn+D2dDWm+99XImX2eddRxxGghO/dhjj3mlbs4DtFMEakCA+CWmDCXOyBlnnOFnhbQObKVcBSrxvasBPl2ywQlQN8yCes0118yq9AcDAxAmxPIpNv4bcYOYSRLl6CKLLGKnil1SV02IQyRJNwGsgZmEAjdBYjlxz7jHzORMu3zbbbf1VsX5SsHsvZyHJdZfDELRbudHYOe42FOPPvqoY/CK9ogJ1mYWYgSXdRuwsv0sae/ceOONPuYUA8JYUBM/lB+xrvAcyCXUHVwVMWhgBmsGGCgrP2bO23zzzXMd7vcxQQBxFS3YOhMj0d9dfPHFfYxHYnGttNJKec+jBCJQLQJlK4CwAOFXiPCxsAYclVjKn0KopSsNjQU+DAizf+V7sRaa+w8//DBjuhz3go+eBysgE+JBMNORRATSToBGT1zDJ8w3ihhr8Kyyyip5lUXhsbZuCiA6xTSCcgnBoU2wqCv0fW7HaCkC1SKA4hTrBTqs5iZZyWtX6ntXyTzr3M1JwN75lD4cIIujQccUxQxTbNskAXHpsm0j1EOhEsaJzPctKvScSlcZAkywgnIGZUYo9N3sPhK3kLhRW221VZgks85g7nnnnecV9OEsdCRAKUJwcCYDIlB51HWQwTEskUN56qmnHD8EJUrYP6CtxHluvvnm8BCvCGVygDvvvNMxkcaQIUOyznSK4ge3e/IdCnWDWa3JK+cnHmOctSkKM2JtMSBhsyHbeYhlZMosLFeZlIOJa3D1l4hArQlU9SkMY0wweiCpLwIo78w1i5d/IVrxQksYWkSY9UOuY3nxm3z11Ve2qqUI1DUBLCNpJFjDKVsjK18hGcVC2rZtO00cLb8j+EOMIBO5UxoJLdNGgEDmTAAQjZtVqXxW8ntXqTzrvM1LIJwNr127dnlB8N6nk0ssHyz4kxrMCy9MW47AzyZq9xuJ9C1pc6BcN+UPli+4iKP0YEDqoYce8hY2eH0cdNBBPpxHVIFDqbDSefDBB30BGeTfcsstvUISj4/nn3/e3XPPPQ5FExO6EEic9CYoCP/97397pQlx15DVVlvNdejQwa+HzyiKFybN4JwIAwLMcrrCCiv4iS0YGH744Ye9lRohK1BgMalMKPfdd5875phjvMUPx2+99dbe0gllEJ4FWCThJon1KYMOWDRFZf/99/dKLbbjvdC9e3fXvn17b+DwwQcfuLFjx/prc06UUeSPNBIRqDWBqimA+NAwUwDCqHQuv+FaQ9H1pyXAy+vQQw/1L1amrg5n65o2dfFbZpttNt9ZJUYKDZl87oFvvvlm5iKMTkhEoF4JEE+BUSLMjxlp+umnnxyxExi12nnnnYsuFg0WG82KG7GKnpDRYBOCR0tEII0Eqmk9UOnvXRr5Kk/1TSAcOCvlvR92rpMiwYQd5paGZWkhiqmkrq3zFEfghRde8K5UHIVFPe2PUFDWnH/++d4Shu3XX3/9NBY8uGuZ8gfLYvp8uECFQnunb9++PgwIMysykGzPHq6J/JgswxRAWP3EuShiZWTKH8KPcK3o84UFELNFUjdQvqCMQgFjctlll2WUP7iehcfDgOOIccozjAKJGFbLL7+8He7dvbBoQrBMwh0ZJVAo/fv395NwnH322X4z+ZACKCSk9VoRKDsIdCEZp4POlN5ojhFGuNHqSuqHAFOuE78EwfyXGd+Slr///e/+lIxEYGaaTXierrnmmszucMrIzEatiECdEDjggAP8yBQWkih/EEbYSlH+cKy9Z1lntrF8EqaxgP75jtF+EWhkAtX43jUyP5Wt+gTS9t6nE49rDMIAH646kvQSePLJJzOZCwN3ZzZOXaHvhuUYg0a0wxmoNaHtYPcYyx8UHlHlD2mJT8UMqAjHnHDCCX69mD8MADObHcLEQihVQuWNnatr166OmegQlPoosYjvY/8//fTTfh2XybjjeW779evn4xeh4CGeUSi4h5ngHRFV/rAPg4cDDzzQzTLLLD4piiTLgx2rpQjUgkDFFUB0aJgm0vxHeSEMGDCgFmXVNUskwNSd9sLmAxAGECzxlLGHMaOLCSNH999/v/2bWWLdgA9t6PaFKahEBOqRAA0o3BkZsQ1dWxgZY8YjfOKLlXAkuJA4a+EMYaaAKvaaSi8CjUKgWt+7RuGlcqSDQJre+7jW0E4zoRMeuhrbdi3TQ8CscMjRlVde2UK5Y7mkPYFbFTF5rr322hZxXLnnFuR7m222aRGrx463JdZgNtHLbbfdNk3sHEuXbYl7lrnJ0yfJFVeRoNU2SQwWQ+YqyQQbdhzxs5ilNU4YiKP/Sn8kOrMelknnnnuuY6KAXJNtEPNn0UUX9aenvxKNFRR3XW0TgUoTqKgCCD9P/Dltykg+AATcCkecK11Anb88AnQI0V7zsmUWgIEDB5Z3whxHr7HGGq5Hjx4+BS9I/JHxr+VjdO+99/oRBeJAYNaJEsqCgFbCGilHNrVLBBIjQMOARgmjb7iA0YjaYIMN/PkJzrnddtsVrQRq3bp1Jn/WSMpsiFkJ0xSiMIo5hTaJQEMQqOb3riGAqRCpIZCW9z6WP/vuu6+zgTksXPmOSdJNIFRgMNEL1jOnn366I5aO3UtKgHt6nJhihX3ED8onNiMWljmTJ0/Ol7zF/jBW4UYbbdRiX/Qf8tu5c+fM5vBYm/CC/gZ9D55V3LjMbZGDsOBBWRQnKLHgRF8lWxrCnxAHi/6wScjTtmkpAtUmULEYQAQhxe2LaQQRZm0iunucmV21C63rFU5g+PDhPj4JHVWi3Fe6g4gZJUEJUfIg+OXyC4VAb5h/rrjiin6zKYLCNFoXgXogQOPEFJg0NBipwqwYpSsjY5j1n3TSSW7UqFEFF8dMjTkgNNHOdoIwjepSNkra3gwEqv29awamKmN1CKThvU8b0VxzKDXfMdyZJekngFsXs3sdffTR3l0Khc6ZZ57pf7g2oSAiHs7GG2+cGXwNS0Wfz4T36Mknn2z/xi5DizWONSud2MSRjWEM0HBG4EiyzL9hv9Nm5WInCh8UXMT2QSmD4stmOSZWEIojAl0TYyif4JWAZRR5ozzw41pM7BEVuYBFiej/WhCoiAIIczo0oqbxpCLRgTFzu1oUVNcsngDB3C6//HJ/IPeTl2hcwOVff/01c3Je6paGBkmx0x3SAcWkklEk/HqZkcC05bjJ7LTTTt4qiFkrbLs6rRn8WmkQAsxMwWwZWCQwiwSjSEzbW4jgt24SNrJsW3QZpgmPjabT/yLQyARq8b1rZJ4qW3UJhO2g8J2eLRdhmnLf+1iRDho0yLfbuB7WEEwUQntNUj8EcHfCU+O4447zygvLOXE2TTmCyziD+wRXDq2BQgWQ9f3s+HxLMxTIl872m7UR1y+kXcTENSbMzGVCn/S6667zsxsTwDp0zcIVmB+xjLD0QblJrKCocD4CUN94440tjg/TwZTBvDBOV7hf6yJQCwKJK4Duvvtur/W3UWU0qFSOcHSiFgXVNYsngNuVCdH/+eWTMLo9QW3XWmutfIfE7scckx/PESabjEDwEjczy/AlHhdoLvak2igCdUJgrrnmcsx6ZH7pNK4KaehQPFxsSYvSyHzycxU7TCMlfS5S2tfIBGr5vWtkripbdQhYjBGuFr7Ts13d0tCJnnvuubMly7udTi3xG4nLghCUlxiOTCEuqT8CuFTxo+2BUpzp33FTN6sVlCQE98ZlnUFa7jcS9vGw/CrmmSp2UiDaRzYIjMdAPgVmGDM0VJRavpnYBu8DXPCJccSzHFruMBBNXCOs24jNaEIett9+exf2R7Dopu3GLGgscXVjndnMUCghWHtLRKDWBBJVABGrhWBv9qJA+89IdqglrnWBdf36IoDLWZzWnY+PSbEfDztOSxGoJgEs4xjpeu+99xzxrvIpW8KpfIudnYsRKxRAjPLSkAmneo+W2UbT2G5uldE0+l8EREAERCC9BCyoLjkMrTHicozVtnVamX21VNd+LD0sSC7X4ZuGUqAQl5m4fGlbegisvPLKjh8ufF9//bV75JFHHFYypih/7LHH/DZcpBAGYsePH+/XOY7B/0rJYost5l577TV/+vfff98rWnJdizQm2dpCKG5Q8vCjD4uyhsDPzDiMoofB6KgCiBilVo/wdGEWtHCaebsmy9DijrhHEhGoNYHEFEC47DDFnglR0XEbktQvAV7g88wzT94C3HXXXd7vlYQE/bZjCvHNDU9OIFxe6gRgY0QpnJ0oTMc6MxCYSAFkJLRMMwEaxvjUI//3f//n9tprr5zZJQi0SZwS1PbFLWmAWWPsiSee8IEK49KxLZz+leMkItCMBKr9vWtGxipz5QhgZUCbCQsN3vm5BIsOc3cp9Z3PgMYuu+ySmeG3Q4cObvTo0ZrtKxf4FO9jkMli1lhwZMsuFjdYsPA777zzfFxC9mEdFCqALD3Kk3wKIOLu8AzST2CwqxirmNDqnz4Dlja5JJxNtX379pmkWMERs4cp3hdZZJHMdvKCEpPfbrvt5ttPKIGYDYxZW1F0ohQj5g+CBRKuZGYNlTnRnyu4SDIgZ2LhK+x/LUWgFgQSUQBRAW3KRyoOwb+Yek9S3wQI9sYvnzDaZEHZevXqVVQwt/DcmJsS/wdhFoFwVoIwHTGmMMlEmDGpGFPT8DxaF4FqEuB5NgUQ/vS5FEA841gKIbhz5bMWipZjs8028663bL/55puzKoAYvbJZGmnsFHud6HX1vwjUK4Fqf+/qlZPynU4Cs846q28PYaHB4AEd7OWXXz42s8x0ZFKqqxaDvK+88oo/DZajzPCLokBSnwSYzQoLZeJ2Ehg56iplpaLNzcQUiLkRst6xY0cWXogduvvUOEHZXLOIbch+m22LeIehBVvoNRKnLAmvhUIKxZSFh7A82BLlD65dCHVk3XXX9eu33HKLO/jgg/36Pvvsk3WGY/oXPN9m+USZaSehRDVZZZVVsip/SMP1f/jhB0ueiV+a2aAVEagBgemTuCZuX1ZJ8f2U8icJqo13DrTgL7zwQuYXBo+mtDb9Neu81OPMJOmw8oyZHHroobaqpQikmgAjrQsuuKDPI/WA0dI4IeBi//79M7viFEXUA6tLoXmzHYTFkJki03BBCRQVGmEo7m0aeBpBEhFoZAL5vkGNXHaVrfEJEI/EBCtTm5DDtrFkUoHrr7/eb8Jqh5mdopKvnmBdarMl0RkeOXKklD9RiHX2PwoghHtP3NZswvNjElomo5Rh4AnB2mXYsGGZfqGltyWuUqb8WWeddVoof0gTxhMKY/HY8Vgd4UaPYIBATKI4we1qyJAhmV0oiszdEcWneRngUWCuXJnEf67QHmNADuFYrIWQtm3b+iV/iFNqFnWZjX+uYCVkiibbZzFy7X8tRaAWBMq2ACLyubkQYP1D4DCsQAqRU089VdYbhYBqkDQEYttqq60ypcGHOHyJ4sq15ppreosE9jFFIx3hxab6+3744YeObfjgWocX33P5mmdwaiXlBBhZwwJoxx139MpNZtrguWYkDPNjGjo840zFaubCNI723HPPaUqGpdxVV13lt9PoP+GEE6ZJwyws+LMjKEpp4FD/qHO8pwl8aK4CKKc23XTTac6hDSLQSATyfYMaqawqS/MRoFOL+w6BbBkg2GGHHXxoBiyqefbvvPNOxxTddPJprw8cODDW9SZXPaGjS8BcE6w8OE8hQt743knSR4B2xGWXXeYtVS644ALv4kTbg/Y3FjlYvqAoMSt9lDS4AIaCVdgDDzzgZy8lLZ4BtOGxRCM9lvscTywhhAkrBgwYEJ7Cr4fxD22gjIlgunTp4mMNkQjFzuabb+7bUieeeKK3RqPviSsk1jZYMdHGshiHtLGYqc4ECycmmqEdxfNOu4y8YqmN1Q/BpTkH5zZlFXFtzappqaWW8q5r7KNtRTwg9jPxTevWrX1+JkyY4PssDLaFwvXCmcnCfVoXgWoRKFsBdMUVV2TySuAs3HgKlWilKPQ4pWtMAphw0kHu1q2bf+Hecccdjp/5tYel5sVNB1ciAvVEgFErGi48uzTCGTnlF/eMo/w5/fTTYxvohZSZETlmY2G6Vvz7UbjzQxHFtU3wiSc+UTYTakunpQiIgAiIQLoJMEjWr18/H6CXmCV0SqPvfEpAzE5meypWGKQgVowJHWzrZNu2bEu5GGcjU/vtKHp4dvr06eODIKPA4YeiEAVQ2GYgbg9WN2bRbLlnunPaEih1GNx6+umnvWKF/ZzDPEX4n2eSmYWZJSsqKIw4F+dAmWMWSSiMLP4Pih6maEfphEIFpRK/6HU4N+5leBUQ6DmUo48+2lsQkc/JkydnvAvi2mNwCRWdXOe0005zu+66qz8lltb8UHSxz6Z8Z33vvff2E3GgfEUYgAutp/xG/RGBKhOYvtzrWeyXcs+j40UAAsQ7ufvuu32jxTqkoWklM1bwMcAHmQ+TRATqjQCjZozEouAxCZ9xGlUoalCul9tgZoQM9y8s5aw+WUOOUao99tjD77fA7ZYfLUVABERABOqPAHF4LrnkEj+RBlYTiL3zWacNNWrUqIIt9TkmFIu/GG7TemMQwMLm1ltvbRH7k4F9e36wzKFNcdttt3lLm7hSd+rUybfhmRAmVLiY8od2CJbJxP0Jwz6E50LRQxwh2i0oikyi/U3c1ugvMGhsbmN2HY7ByoZZzCjTkksuaafJLFH0cB2UofQ9TKw9RhsJRc0ZZ5zhrYesDWXpsBa6+uqrW8TaQmGF8odjsQbCVRJXewuWzbHEH5KIQK0J0IOeUqj2vtaZjV7fNMEE+TK/zmga/V+/BHiJMtJEMFwaMtxvRh6k+KnuPcWHuWfPnt5Nady4cdW9eINfjRgNNGoIvohrFiNVoflzksXHCoignYyqtWvXzvuyhw20JK/VrOfCNYIG5ZZbbulHU5uVg8otAuUQwJ1izJgxfopxXGIlpRPAsoGA0GY9wbs/2pEt/ew6spIEiFnDjFq1mFWZ2De4NvFDCYNVTqgkKbTczJ5FnB7aHzx7iy66aMaNqpBzEC+HPipuWQyIZXt2UVTxrNMfJL+4fNGeypY+em2UXLi5UV7curCIIkYWSqJ8wrU5jr4K3FA2ESsoVF7lO0cl9uNux6RMuL6Z9VElrqNz1ieBv1Sr9Zl/5bqBCeCji3lonIloAxdbRWsiAihgmEGCX6WFKUqJBcFPIgIiIAIi0PgE6HTzk4hAMQQYdOVXrqsSFs1RV7Fi8sHgfr5p3jkfA8Mol/iVIihrSq0rXJvBaX4SEagXAmW7gNVLQZVPERABERABERABERABERABERABERABEWhWAlIANeudV7lFQAREQAREQAREQAREQAREQAREQASahoAUQE1zq1VQERABERABERABERABERABERABERCBZiUgBVCz3nmVWwREQAREQAREQAREQAREQAREQAREoGkISAHUNLdaBRUBERABERABERABERABERABERABEWhWAlIANeudV7lFQAREQAREQAREQAREQAREQAREQASahoAUQE1zq1VQERABERABERABERABERABERABERCBZiUgBVCz3nmVWwREQAREQAREQAREQAREQAREQAREoGkISAHUNLdaBRUBERABERABERABERABERABERABEWhWAlIANeudV7lFQAREQAREQAREQAREQAREQAREQASahoAUQE1zq1VQERABERABERABERABERABERABERCBZiXQioJffvnldV3+K6+80rVu3bquy6DMi0BaCUyaNMln7Ztvvqn7d0VaGStfjUHgtdde8wV5++23VVca45aqFDUg8O677/qrTpw4UfWoBvx1yXQQ+Pzzz31GnnrqKTfTTDOlI1PKRd0QePbZZ31ep0yZUjd5VkarR2C6qZfSk1E93rqSCIiACIiACIiACIiACIiACIiACFSUQJcuXdy9995b0Wvo5PVHwFsArbXWWvWX86k5njBhgs/3Gmus4aafXt5sdXkTlenUE/j222/dyy+/7GaccUa3yiqrpD6/yqAI1IrAO++84z755BM377zzuqWXXrpW2dB1RaCuCbz++uvuyy+/dAsuuKBbfPHF67osyrwIlErgxRdfdN9//71bdNFF3cILL1zqaXRckxL44IMP3OTJk127du2alICKnYuAVwDdeeedudKkdt/cc8/t83brrbe6mWeeObX5VMZEoJ4JoGjt2rWrb4zX67uinvkr7/VDoH///u7iiy92G264obvooovqJ+PKqQikiECvXr3czTff7DbffHN3yimnpChnyooIVI9A586d3fPPP+/69Onj+vbtW70L60oNQeC0005zxx57rGvbtm1DlEeFSJaAzGaS5amziYAIiIAIiIAIiIAIiIAIiIAIiIAIiEDqCEgBlLpbogyJgAiIgAiIgAiIgAiIgAiIgAiIgAiIQLIEpABKlqfOJgIiIAIiIAIiIAIiIAIiIAIiIAIiIAKpIyAFUOpuiTIkAiIgAiIgAiIgAiIgAiIgAiIgAiIgAskSkAIoWZ46mwiIgAiIgAiIgAiIgAiIgAiIgAiIgAikjoAUQKm7JcqQCIiACIiACIiACIiACIiACIiACIiACCRLQAqgZHnqbCIgAiIgAiIgAiIgAiIgAiIgAiIgAiKQOgJSAKXulihDIiACIiACIiACIiACIiACIiACIiACIpAsASmAkuWps4mACIiACIiACIiACIiACIiACIiACIhA6ghIAZS6W6IMiYAIiIAIiIAIiIAIiIAIiIAIiIAIiECyBKQASpanziYCIiACIiACIiACIiACIiACIiACIiACqSMgBVDqbokyJAIiIAIiIAIiIAIiIAIiIAIiIAIiIALJEpACKFmeOpsIiIAIiIAIiIAIiIAIiIAIiIAIiIAIpI5Aq6RzNGbMGHfVVVe5N954w7333ntu3nnndcsss4zr2bOn/80wwwxJX1LnqzGBkSNHupNOOsnn4q677nJLLLFESTk66KCD3O+//170sW3btnVHHHFE0cfpABGoJYFqvSu//PJLd84557jnnnvOvfXWW+6TTz5x7du3d0sttZTr1KmT6927t5txxhlriULXFoGSCTz++OOua9eubq655nJvv/12yeeJO7BadTTu2tomAuUQeOedd9xpp53m3/vvvvuuW3jhhd0aa6zh1lprLde9e3c366yzlnP6zLH6vmRQaCVhAvQHPv74Y7fIIoskfGadTgREIDEF0Keffup69erlxo8f34Lqhx9+6Pg98MAD7tZbb3WjRo1ybdq0aZFG/9QvgYkTJ7ojjzzS/fzzz74Qv/32W8mFueKKK0pSAC299NJSAJVMXQdWm0A135Xnn3++O/74490333zTopivvfaa40cHd/To0e7000936667bos0+kcE0k7g66+/dn379nVTpkxJNKvVrKOJZlwnE4GpBM466yw3dOhQF7bHXn/9dcePdtall17qrrvuOq80LQeYvi/l0NOxuQg89thjbsCAAW7XXXd1ffr0yZVU+0RABEogkIgC6Ndff/WVlJE4BG3tzjvv7C1BUP7ceOON7qWXXnJYh2y99dbummuuKfvDU0JZdUjCBH755Re31157ZZQ/CZ++4NPNPffcBadVQhGoJYFqvitp4A8aNChT3C5duri1117bYTHH6PDtt9/ulUBvvvmmt84cO3ast9bMHKAVEUgxAZSa22yzjbdqSzKb1ayjSeZb5xIBCFx55ZVu8ODBHsZMM83k68jqq6/uPvjgA3f33Xf7tviTTz7punXr5m6++Wa3wAILlARO35eSsOmgAgjccccdbqeddiogpZKIgAiUSiARBRDuP6b8WW+99bwL2GyzzZbJ0/777+8OOOAAr/gh3ZAhQ9wZZ5yR2a+V+iQwbNgw35hIKvevvPJKQafCzB9F4k8//eRmn312P9pV0IFKJAI1JlCtd+WkSZPcoYce6kvbqlUrd8kll/gGf1j8ww47zFvvXXjhhb4uoczFUrN169ZhMq2LQOoIPPHEE75NgUVD0lKtOpp0vnU+Efj8889d//79PYg55pjDK4NCy86BAwe6ffbZx910002O9hbP+imnnFI0OH1fikamA4oggGWnyXTTTWerWoqACCRIoOwg0JheE/MHwbULk9BQ+cN2OiAnn3yy44OEXHvttTW3GvEZ0Z+SCYwbN86dffbZ/vjo/S71pIxE5fvxDGEWivIH4Xnr0KFDqZfUcSJQNQLVfFdidfndd9/5svXr128a5Q87UPQMHz7cdezY0afDSvP555/36/ojAmkk8P3333urtk033dS7sySdx2rW0aTzrvOJwHnnnZdpGzHQGip/oMM7/6KLLsq887HG//bbb4sGp+9L0ch0gAiIgAikikDZCqD/b+9e4G6d6gSOr6Nz3FO5jJBbappS5JJEQ4kih6Mi1Ag5OpFbkmvul1ziOKpTGvfTSS4NiYhULhUhzVFqphpEGZVk1JERxm9Na7feffblefe7b+t9f+vz2e/e797PZT3fZ1+e5/+s9V933XVXzPHDVm2yySYx0VyjLSRI8LrXvS6+xMk7CaItZQo8/vjj8SoSB8ubbbZZ2GKLLWob0utoPVewOFGl0Krsne98Z23dPlBgmAX6+V2Z52Lbddddm7KQlH/bbbetvW4AqEbhgyETuPPOO2PScoL+/PbwW3PggQd23IWl0eb18zPaaP0+p8BYBMjvQ+F4u1kXmoUWWijmzWI6AqoEgUZb/H0ZrZjTK6CAAsMlMOYuYOuvv37MI/GTn/wktMvFkq408AO07LLLDpeEtakswEE3/ckZdYVWQCSB7ke5+eabw0UXXRRXtfLKK4dDDz20H6t1HQp0RaCf35XLL798YH00peaz0qowbSrkbLMoMIwC5C9JF47IY0XXRbqcpxPYblx86OdndBiNrVO5Anw2SF5O2XjjjVuO7LjpppvWNvSyyy6LuRxrT1R44O9LBaRCJ2HkLQbsoZsguQI51ucY4lWvelW87bzzzuFlL3tZ262755574nK456ItI43SCIAbiZ3z4460MI7xyUtFXsJUUndF/ifhP6OX1hdyWvE7wMAWdAump8Caa64Zb7vssktYYYUV6mcZ8T+fHX5PGCmVFBNcYGB7GcH6jW98Y0w5MWKGBv8wIM7VV18dR8CmDoy8t9xyy4U11lgj5sN9z3veE9Zdd90Gc/qUAoMRGHMAiGqnbjutNoEfppTjhaEo2wWLWi3L1wYnQOI/vpApDDHa7ou1WzUlMSddv1KhS+Hiiy+e/vVegSIE+vVdOXv27MoeqUUdM3DQZFFgWAU4buAkgHxVqUt5t+var89ot+vt8ia2ACfBqaTW9un/+nsuwBJEZYjtn/70p/Uvt/3f35e2REVO8Oijj4apU6cGghl5odV/Ok7goi95o3bYYYd8ktrjZ599No4qevLJJ48YhY4JCIow+MTZZ58dZs2atUDXdBoSXPB8vsK83HbbbYEbhSBKHgDivJKE56QVycvvfve7ODjAVVddFXivnnLKKWHHHXfMJ6k9JvDDYBnUOy98Nm666aZYV5bPyHoEdOoLATNeY7RVBsbJCxfgfv7zn8enaLlK/q1jjz02pkXJp/OxAoMQ6EoAqF3FSUzHl0UaknL77bdvN4uvD6EAUfIUhGF/koi5X4Uvz5Twkx+od7zjHf1atetRoG8C/f6upFUmV4BTWW+99dJD7xUYKoHtttsu7L///gvkGOx3Jfv9Ge339rm+MgV++ctf1iq+6qqr1h43e0ArDk5yyRX38MMP9+Rinr8vzfSH73nOz2jdk4I/tHwh1xpBDy7e33jjjbGFDaMvMiw7F2AZSa6+7LTTTuGGG26ITy+66KIxaENA8qmnngp0sb3mmmsCgSZGij7xxBPD3nvvXVsEF6B23333GDQhzyhlww03DK9+9avj4/yCM4EX6vvDH/4wvsYFga222iqsvfbagToyUACDWqSUFQSwjj/++Dht+nPttdfGngS0+GF+gkTkFCUY9J3vfCfQIolukrQ+ZcTJW265Jc1au6e+BLUo9Ip473vfG1ZfffXAtj/44IPh+uuvj8EzlkkwivoxjUWBQQv0LABEH2Ga8d19992BViNPPvlkIN8Ekdg99thj0Nvt+kcpwJfXXnvtFb9YV1pppZjUe5SL6HhyvszTSBU08z/yyCM7XpYzKjBsAoP8rqQlHVfLKOTzqnLiMGx+1mdiCAyyddogP6MTY++6lWMVSCkWWE6jlgr1y8/TMDz22GM9CQD5+1KvPrz/E0hJrcgI8HCulheCNbTaIbk4Ze7cuQsEgEgOnoI/r33ta2NrHrpA5YXv0t122y0QSGeZXEhOgR3yyHJjYKEUACLwQovP+jJz5sxa8Of1r399XFf98QstgBiFms8GwRcaHxCASYWE6Cn4Q7Annx8D5uOiGMdIBJDmzZsX1lprrTR7DFSl4M8rX/nKGOwhCJQXUmQw2EY6h6EeBoByIR8PSqBnASCCPI888siI7SJni8GfESTF/HPWWWeF733ve7G+fIG96EUv6lvdaRJKEIgybdo0R/3qm7wr6ofAoL4rOcii6TLlhS98YTy468f2ug4FShMY1Ge0NCfrOziBdIxEDRiRt12hhUIqXKDtdvH3pduivV1e6mbFWrbZZpuGK5sxY0Y455xz4khztKyhVc8iiywSp50/f344+uij42PeW+eff37Mf1O/IPJT0QWM7lzMQ0CJ/0dTyPWTAlS0RKKLFl136wsDXPC5YMAYLmKTv/Sb3/xmHECA/2klRKGFUh78ScvhuOjggw8ORxxxRHydfEZ5ACivN13A6oM/LIeL1gxewwh9tCYikJQGMUjr8V6BQQiMeRSwRpVmlC+CP3wg8yHCifZutNFGgX6elnIEGBmIfUehDysR+n4V+tTyxZnKxz72sfTQewWKFxjUdyVNnxkePhWuUFVJ7Jim916BiSIwqM/oRPF1O7sjQFeuVNJJefq/0X0+TbcDQP6+NBIf7ufICZUKwRuCO/WFwA6JkslrQ1eu/D103XXXxYTRzENXqjxXT/1yaG1MgmXK5ZdfvkDunPrp6/+ne1ZKKcI5SaPgT5qHbmJ066LQyil1lWQwojQfI0zSPa1RIfhPF0mCRfUj602fPj1ceOGF4YQTTghvfetbG80en5s8eXJYbbXV4mO6rtXnCmo6oy8o0EOBngSApkyZEpN9EaUlb8ztt98eNt9887gZJJxj6G6DQD3cq11cNAcGNL/ky5as+CnC38VVtFwU+Unop06hPzLNSi0KjBeBQXxXcmWWUTg4EKGQ14v++BYFFFhQYBCf0QVr4TMKtBbgfZpKOjlO/ze6z6fJT+QbTTua5/x9GY3W8ExLUCYVBnqhpQ6tWgh8pGMFXieVR6OSj9xF/qB2JY2IRUucBx54oN3kI15PiZV58u1vf/uI1+r/ob7p/JPXUi5RHr/tbW/jLga7yCv6wQ9+MI4mlrrF8xoteAgWNSoEsWhlxMAEzabh/IXzGPIepZJ/9tJz3ivQb4HG7+ox1oIPXOoixIeH6CsfgJT8mSZ5xx133BjX4uz9ECDDPl+2RLDJlp83G+7H+tMQv6zLk9R+iLuOfgr0+7uSkTk4WEkHIDRNPvzww/u5ya5LgaIE+v0ZLQrHyg6NwBJLLFGrS6PWG7UX//aAlm2pdGtEPX9fkmh59+SEIk9NCmTQUubUU0+NA67QmoeWMByP510N861k+PRUyNP5mte8puWN/DyppFY56f929zQuSGWVVVZJD5ve59278kDVQQcdVOvSRZCLIejJdco561ve8pbY84EWT1XKH/7wh/D1r389nHnmmbHLGQ0dyAtEAmvyCaUL2SyLLmAWBQYt0LMcQI02jC8Tmg3SqoTM6Hwg8maHjebxucEJkMyN/r4UEqnxJUq/3/qSN2ckaVqahgMSAkedFpLEpbxDHKDkUfxOl+l8CpQg0O3vSgI+jKDE1VkKB3kc7DGChUUBBUYv0O3P6Ohr4BwK/F2AfCWp5Amh03P19/k0+bz101X539+XKkrDPw1BHrqCk7g4D5QwnDmtgrjRWoyABr0BCI6nkgeA8tYu6fVW9/fdd1+rlxd4LQWMWH+Vc0gGrkmFkblSWX755WPQhlbQJLDOz2VIfcGN4yRa+nABnFxB9YXlnX766TE41izwiimBs2bBs/pl+r8C/RDo/Oy8g9q95CUviRHh1NeSL4wqH94OVuUsXRCgH3cqRLW5tSupSSXTkR3/zW9+c7tZmr5+9dVXx8RtTEAzy242U266Ul9QYAgEuvldyUHHrrvuGoc1ZdNImnjuuefGLpVDsKlWQYEiBbr5GS0SwEoPlQBDT6fy61//Oj1sep+m4SR66aWXbjpduxf8fWknVNbrdIXixnka1CIXFQAAOOFJREFUF4FJmkzunNRqhSAHg0fQMoYWQRxPUNI9j2lZPJr3FEO9j6bw3UteHlrtkPuqXQCT1jmp1Ld240I1A9vQ3Y1zHoaO//a3vx1HKUvz/OxnP4tdzRg1bOrUqenpWIett946DveenqT3CyNWkq6Ce7q68ZgWRQSUKPSMsSgwaIExB4Bo7UH09v77748JnlNSrWYblr9OBniLAs0EaC2WCiMGWBQoWWAQ35Vcidtuu+3iyBPYccWLgzaGTbUooMBIgUF8RkfWwP8U6EyAHI2p5K0x0nP5/dNPP107aaWrTqdd+/19yVXH12OGP+fG6M2PPfZYDIrQSoZuTpRbbrklPkcAhEI3sZtuuik+Zr4tttgiPu7Fn5e//OXh3nvvjYsmzyyBllaFaVKhq1ujQuBmp512ijeCXQRrSGx90UUXxUAPXSYZeSwPAJEzKLUoYnj5WbNmjRhmPl9P3uKOvEcWBQYtMOYAEJFTmkJTjj/++NhVqNVGkQQ6lUbN6dJr3g9egC5XyyyzTNuK0NIn9cmlS0map0rf3GYL5ws4DdHINPygWBQoWaDf35WczL7rXe+qBX/oi37ppZc62lfJbyLr3lOBfn9Ge7oxLnxCCdDKYOGFF47dWFLX+WYAtO5I3V3WX3/9ZpO1fN7fl5Y8xb3IBXm6fZF6IU8IzYbQ4ubd7353vNET4Nhjj43bd+ONN4YUAFpjjTVq20zwpF0AaN68efE9yHnCcsstN6pWMfm6CAS1CwDlgw7Vt5QjKTTBq5VXXrlWf1rocJGMG93d6MlAiyOGcGeEay6kERS77bbb4jy0QCIwlreCqi3s+Qd0kWS+VPKk2uk57xXot8CYA0AMfZcCQPQPJVdMs8JQe7QUotD1iw+RZXgFSGLGrV3halMKAJFAjcRnYy18Kaf+svSfbdfEc6zrc34Fei3Q7+/KAw88MNxzzz1xs9ZZZ53Yx50DOYsCCjQW6PdntHEtfFaB0QssueSSMU8iJ6JcaOUEe6211mq4oHxwDbr7dFL8felEbXjnIchBbw7ydpJjp76rVKo5aR5SACh1I+S1N7zhDWmS2MV8xowZTY/byQPLoEBptK3vf//7tWHhWUieW6hRsCRfFwEpegik5NW1SvztAcGflM6CzwhdsShcDKOOFPIjHnPMMfFx/R+6snH8RACI8pvf/Caeu9ItLhXq0yz4wzSs/89//nOafMSoarUnfaBAnwUWGuv6uHqwwgorxMXcfffd4fOf/3zDRZJEbO+996691ipQVJvIB+NKgCg475F0oxlys0KwMBVaLlgUKF2gm9+VNDtOn6O8eXMyoik2AXkKgfaLL744XsVLr3uvwEQUaPcb1M3P6ET0dZsHK7DLLrvUKnDAAQfUBuSoPfn8AwZgmTt3bnyKY6tGw2i3+5z4+5KLjo/H06ZNixvCviepcbPC+yeVvBcH351pGQzwc8QRRzQNdJBAOgV/Nt100xHBH5adj2hHi6T6QqujjTbaKD5NCyByEjUqdLsiH1EqtGJK3R233HLL2GKO1+bMmVPrypWmTfecu95xxx3xX+altRAlnffymJGSU4s6/s8LrYRSoCk9n4/Al57zXoF+C4y5BRDRYkaK2mabbWLCXrLHP/TQQ/ENT5M6Prz0FWWo4TQMHh/4PBjU7412fYMRIBFb3rSUyPyKK67YsDKpRREvGgBqSOSThQl087ty5syZ4fzzz48CHPSfddZZNQ0ORBjeNBWueu23337p35b3fD7rD1ZazuCLChQk0O43qJuf0YJYrOo4EeCklhYadM3hAgH5Sk488cSwwQYbBN77DL3NEN2c5NPNhRPxRglpW31O/H0ZJ2+Wus3gOIIkx7RU4XiCLk6cp9HdihY5tPYhUHLGGWfEOQnSMGpYXk444YQYYKSFD9PSkp9zQlqiMT3JlDl2IZcQZbHFFgtHHXVUvoj4mC5hqaRGBS9+8YvDVlttFevDa+Tj4VySfDq03qG1Mz0Q6ArJNpBCgnWnEcM4Hz3uuOPSYmMLp/e///3xOIr3O+ewTM8xEK1+SC5N4Idlp2AVKS5SbwRybpHT9re//W0MHvEaOYFoSTVlypRYn1tvvTXWE4+8sL58ZLL8NR8r0C+BMQeAqCiRWD6Mhx12WPxh+exnPxu4MWpT/bB4fGDPPvvshj86/dpo1zP8AnyppmIAKEl4X7pAP74rCbjnQ7hyAJQOgtr55Un6203r6wqMR4F+fEbHo5vbNBwCnMRzYs5IRuQsoVUGgU2CPnkhMNRJ9y9/X3LF8fOYxMq8dwiKkIOTAA43AoQEgPL3D3l7aEWWt4JBgnQNdC/8yEc+EhsC3H777TGwwmssI+/OxXuSBMuMklVfCBixLBoTEMxJLZJogZPy/xDo4SLYRz/60RjcJKjErX49LJth3FkXiZ7zcvLJJ8dk0tTzgQceCHvuuWd8udG567777huDQWl+1kNwilZFFLpeciPQxWsphQWPuQBHUIvgK4UcXHnrqfikfxTos8CYu4Cl+k6fPj0Q7STAk0oe/OGL4nOf+1y48sorzf2TgLxvKpBaizEBo1RYFBgvAr3+ruQqm0UBBToX6PVntPOaOacCrQXI83b55ZcHcvTQaoKSn7xzPHXJJZfE1hKtl9T4VX9fGruMh2dpYcMw6HnuT4JB6f3DBSICHgQXCcA0KptsskkgCfluu+02IuCSgj/k6mG0LbpGMdBMo0LLoCuuuCImYSZQlAotivKy7bbbBvIHMdJp6jaW1sN0tLJhFDNaxDXKTUrSdLrKEwwlL20q6dyVljwEar7whS/E1kP1eYbIGccgOHmuLQJWBH+Yl9ZAdJckZ1JKls06yD9kUWDQApOer8BzNPXrZmF0ALrwkFCMLj5EX/Mmfd1aV0poSnKu1K+zW8t2OQoo8P8C/FBzYEATWhJLWron0K/vyu7V2CW1EqDr3bnnnhsTXHI11VK+gJ/R/u9DulJwAkhLlk996lP9r8A4WiMtG/jdTvlLVl111aYJc8fRZo+LTSFhMSNq0bWKVjX9LOS+IdcgN4IwBDnyIEnVunB+RlJyRhnjvbfaaqvVulFVWQbBGFo00y2LfIb1QZi0DAJVvNdJLUF9OV7l3LPZ9Gm+dE+Qi25ubC9dvmgRRe8DgkTtCutmPgY5wo1gE7c8eNVuGb14ne56jM5N75yTTjqpF6twmQUL/D202sWNoJkdfY65WRRQQAEFGgv4XdnYxWcVGBYBP6PDsiesRycCnHRzsygwGgFaj3Eba1clen/UdxUbTT3ojtVumHeWR1c1gkvcOikEazr9rLBuusVxsyhQikDXuoCVssHWUwEFFFBAAQUUUEABBRRQQAEFFJhoAgaAJtoed3sVUEABBRRQQAEFFFBAAQUUUGDCCRgAmnC73A1WQAEFFFBAAQUUUEABBRRQQIGJJmAAaKLtcbdXAQUUUEABBRRQQAEFFFBAAQUmnIABoAm3y91gBRRQQAEFFFBAAQUUUEABBRSYaAIGgCbaHnd7FVBAAQUUUEABBRRQQAEFFFBgwgkYAJpwu9wNVkABBRRQQAEFFFBAAQUUUECBiSZgAGii7XG3VwEFFFBAAQUUUEABBRRQQAEFJpyAAaAJt8vdYAUUUEABBRRQQAEFFFBAAQUUmGgCBoAm2h53exVQQAEFFFBAAQUUUEABBRRQYMIJGACacLvcDVZAAQUUUEABBRRQQAEFFFBAgYkmMJkN/vGPf1z0dt97771h4YUXLnobrLwCwypw3333xao99dRTxX9XDKux9RofAo8++mjckMcee8zPyvjYpW7FAAQef/zxuFY+T6Ufnw6Az1WOE4Enn3wybsnDDz/s52Cc7NN+bsYjjzzSz9W5rsIEJj1f3+cKq7PVVUABBRRQQAEFFFBAAQUUUECBJgJTp04NX/va15q86tMTVSC2AFp22WWL3P7f//73sd6l1r9IdCs94QSefvrpwBXZSZMmhWWWWWbCbb8brEBVgT/96U/hL3/5S2yRutRSS1WdzekUUCATeOKJJwItThdddNGw5JJLZq/4UIGJI0BL0meeeSYsscQSYbHFFps4G+6WdkVg/vz5gZvfoV3hHHcLiQGgO+64o8gNW3311WO9b7311rDIIosUuQ1WWoFhF7jzzjvDDjvsEFZcccXAZ82igAKNBY466qgwZ86csOWWW4ZZs2Y1nshnFVCgpcA+++wTrrnmmrD99tuH448/vuW0vqjAeBXYZpttYtevAw44IEyfPn28bqbb1SOB2bNnh9NOOy2kc+UercbFFipgEuhCd5zVVkABBRRQQAEFFFBAAQUUUEABBaoKGACqKuV0CiiggAIKKKCAAgoooIACCiigQKECBoAK3XFWWwEFFFBAAQUUUEABBRRQQAEFFKgqYACoqpTTKaCAAgoooIACCiiggAIKKKCAAoUKGAAqdMdZbQUUUEABBRRQQAEFFFBAAQUUUKCqgAGgqlJOp4ACCiiggAIKKKCAAgoooIACChQqYACo0B1ntRVQQAEFFFBAAQUUUEABBRRQQIGqAgaAqko5nQIKKKCAAgoooIACCiiggAIKKFCogAGgQnec1VZAAQUUUEABBRRQQAEFFFBAAQWqChgAqirldAoooIACCiiggAIKKKCAAgoooEChAgaACt1xVlsBBRRQQAEFFFBAAQUUUEABBRSoKmAAqKqU0ymggAIKKKCAAgoooIACCiiggAKFChgAKnTHWW0FFFBAAQUUUEABBRRQQAEFFFCgqsDkqhOOZbo5c+aEs846Ky7isssuC6utttpYFue8QybQq/17zz33hBtuuCHMmzcv/PjHP45bvcYaa4T1118/zJgxIyy11FJDJmF1FKgucP3114fLL788/PKXvwwPPfRQWHrppcM//uM/hmnTpsXbC17wguoLG+WUu+66a7j55pvDMcccE3hsUaBUgbvuuivssMMO4UUvelG4++67u7IZzz77bDjqqKPCc889V2l5W2+9ddhoo40qTetECvRD4IEHHgizZ88OHEf96le/Ci996UvDeuutF4+feL8uvvjiXanGY489Fs4555x4jHbfffeF3/72t2HllVcOL3/5y8MGG2wQdtlll7Dwwgt3ZV0uZGIJPPPMM/H9tMIKK0ysDXdrFeiDQM8DQD//+c/DCSecEP73f/83bg4faMv4EejV/r3gggvCiSeeGP7617+OwHr00UfDD37wg/DlL385nHbaaWGzzTYb8br/KDDsAr/73e/CvvvuG26//fYRVf3v//7vwI3AzNe//vXwmc98Jiy66KIjpunGPwRsWYdFgdIFHn/88fDxj3+8cqCm6vZyIjt37tyqkwcuTBgAqszlhD0W+MIXvhCPj/LjJy40cLv00kvDxRdfHM4///wYNB1LVVjGzJkzwxNPPDFiMb/4xS8CNy5yfOlLX4rHchtuuOGIafxHgVYCd9xxRwzC77TTTl6kagXlawp0KNDTABBBn/33378W/Omwjs42pAK92L9ccf3Yxz4WrrjiirjVU6ZMCRtvvHHYfPPNw5/+9KfwjW98I17l/cMf/hBPoq+66qp48D2kRFZLgRECTz/9dNhrr70CrRYoXNl673vfG1tFPvzww+FrX/ta+OlPfxpuvPHG8C//8i/h3HPPHfNBel6Br371q+Hoo4/On/KxAkUKcNL5gQ98IBCs6Xb5yU9+0u1FujwF+iJAK/tPfvKTcV20vNlmm23COuusE/h9+da3vhV/X2gpt+OOOwYuBiy33HId1evKK68Mxx13XG3eTTfdNLb4+Yd/+IdA66PrrrsuBoH+67/+K+y2227xt+2Vr3xlbXofKNBMgJb/H/rQh5q97PMKKNAFgZ4GgE4//fT4Y9OFerqIIRToxf7l4CUFf1ZfffV49Yimy6nsueee4ZRTTglc4Zo/f3447LDD4hWt9Lr3CgyzAF1hU/DnTW96U/jXf/3XsMQSS9SqzPv7kEMOCf/2b/8Wp+O9ftJJJ9Ve7/TBX/7yl3illqb6Vbu1dLou51Og1wI//OEPw8EHHxxbNPRiXffee29tsbRGfc1rXlP7v9GDJZdcstHTPqdAXwVoIX3kkUfGdb7whS+Mx0l5yxsuyB544IHh6quvDv/xH/8RUzMcf/zxo67jgw8+GD7xiU/E+SZPnhw++9nPhre//e0jlrPffvvFlj8XXnhheOqpp+LFYC5AcFHPokArAVp2pjJp0qT00HsFFOiiQM+SQN92223x5Ia65ic4Xay7ixqgQC/2LwcJJ598ctwqur5wdSoP/vDCQgstFA/8CQ5R7rzzzsBBj0WBYRcg8ELOHwrv7zPOOGOB70YOprmqysE7hUAQn4uxFLqabbXVVvFkgNwmFgVKFSDoz+dj++2371nwB5sUACIPFyfQtJJodVtsscVKJbXe40jgvPPOq/1ecCEhD/6wmQRfZs2aFdZaa6241fy+0LJ6tIWWqn/+85/jbLTUqA/+8ALrIhiV1kXL1pTLcbTrc3oFFFBAge4K9CQA9D//8z/xKgMnPJtsskl461vf2t1au7SBCvRq/37nO98JJBSkTJ8+Pay00koNt5ODck4ASCb++te/viddABqu2CcVGIPAj370o5jjh0WQL6Q+uJkWTcA8tTgg+EOC6E4K378cgNOH/v7774+LIDGnSZ870XSeQQvQbeUd73hHzF3Ce5srw3vvvXdYdtllu161FAAiKfsiiyzS9eW7QAV6IUB+Hwq/ISRGb1S4iMbxFYWAKkGg0ZY8f93OO+/cdHaO1bbccsva63atrFH4QAEFFBioQE+6gB1xxBGxvzGjcpx66qkxCfRAt9KVd1WgV/v3mmuuqdWTAE+rwoE/N4sCpQiQh4EE5j/72c/Ci1/84pbVTldlOVhfZpllWk7b7EVa+3zxi1+svUyuIUb9Im9WKjavThLeD7sA+UtSMJQ8I2eeeWagG2U6ge3We/mRRx6ptSp97WtfO+ws1k+BKMBn4/e//318/MY3vrHlyFt5wnJy+ZBLazSF1nBcfONiYLMLdWl5fFZTIQ+RZbgFGKiHQSjoJkguJ/YZ+/gVr3hFIIfTe97znrDiiiu23QiC6CyHe1p/kY+KC1vcuCjVKPfU9773vcB5AHmjUqG1Gd0VKXvssUccXS69lu65OPCVr3wl5pwi0TktqP/pn/4p3sh1tfzyy6dJG97z2aGrIiPmcbGMCwxsKzdGzps6dWrD+fInGRCHHKUp2Toj73HsRm8FLlaTi2vttdfOZ/GxAgMV6HoAiB8TvjgojP7V7oM30K135aMW6OX+Tc2D+XFZddVVR103Z1Bg2AVSN5JW9WSUsHTAs+6667YNFrVaFq/98z//cyAfw/rrr99uUl9XYKgFCJzSeoET1tRNstsVTq1/WG7qvsJjurxwgv2yl70s0LLBosAwCXASnEpqQZr+r7/nxJTADEO2/+d//mf9y23//9SnPtV2mjQBJ/+pcFJuGV4BBlchOEMwIy8E+tJ+JG8heaOmTZuWT1J7zIWnz33uczFAn49CxwQERUgOfsHzedVIVF7fdZCLY4walxfSPHCjEEShFXMqHCuxnJQ3ND3P9zSDA1x77bVxIA0ufL3rXe9KL4+4J/BDt+L67vF8Nr773e/GurJ88jE2am1KwIycpFyQSKNdpxWQyygFsxgxb/fddw+HHnpooKu/RYFBC3T1XUgU9aijjorbxJdDlajpoAFcf3WBXu5fktQSeaekgxe+kEmYS6sJbrSKeN3rXhcj8ltvvXXMBxRn8I8C40SAfFYcJKQDp2YHWVU2l9ZDtI6g5ZFFgdIF+M7/8Ic/vEDerG5vVx4A4urtZz7zmfDlL385/PrXv46r4ko2J7KcUNCdslstj7q9HS5vYgnko+GtvPLKbTeeC22c5BLYpNVbLy7WcsxG4udUaDVkGU4BjjkIrqfgDy1f3va2t8WgBxekbrrpptjChtEXDzjggEDes/oADltGKx3SOVDoPrvtttvGY3q6s//7v/97uP766wOBphkzZsRE4kyfCt+r73vf+2LQhDyjFC5c0RWXkr9HCbwwaAbLpHBBgNGCabVJHRko4Oabb46t1Eh8TgDr8MMPj9OmP9/85jfDscceG1v8MD/f6bR04tzj1ltvDbRIopskrU+56ECLpvqyzz77xKAWz9PrZbvttosXsNl2fjO+/e1vx3WzTEZ1pX5MY1Fg0AJdCwDx5mb4bj54DG2cDw856I10/WMX6PX+5YuSZpcUrvIyXHYarSKvPV/qROwvvvjiwChkvNcsCpQsQD4FrhLR/JgrTQRDaWHAVSuGgu+0cGJq8KdTPecbNoF+tR7IA0AEnFJ3zOTBVd558+bFG1ezaQ1BqyCLAoMUyN+njVoq1Nct71r8xz/+ccTJdf20nf7/6U9/utYtjXygVQJTna7L+cYmwHdaakVGYJvjj7ww6tvnP//52BKG5xmxtz4ARHetFPx59atfHUeHSwO2pGVxvPORj3wkdrPlGJ6GAimwQ9dEbgyWkQJAtPpp1EWRVkYp+MOFYUaiq39/0QKI0SL5bBB8IRiVd+u96KKLasEfup7l82PAfOSwpUURASRyWK255pppU2J3L34DKLRM4oIbQaC8HHTQQXHADy4kUKiHAaBcyMeDEuhaEuizzz47ttJgQzggWmqppQa1Ta63BwK93r/5wQuRc65E0JWQE2EO/EkkyH1qev/9738/cEWYJqAWBUoW2HfffeOVKYKaBH8oXGEbS/CnZA/rrsAgBfJEtfwucWDPZ5FR+8h/l7ds5mSGK9j1Tf8HWX/XPTEFuPiaCqNMtiv5NE8++WS7yUf9OifxdI2hLLnkkrGrzqgX4gx9E7jjjjtq68oTd9eefP4BrZNpOUbwkG5h+QilvIfojkXhGJ6AR33wh9fIT8V3KYV50si/8YmKf37xi1/E0eyYnJZIBFXy4E1aDKOfMhAGhYvYBLHShWb+p4cBhV4HjebnfUv3eVp98juQXxxgPrqypULvl/rgD69xIW7//fcPiy++eJyUQFKqQ5rXewUGIdCVABC5W9IHmi+IPMHcIDbKdXZXoB/7Nw0pSs1pbk/TTb6UieBzI9rPPVH61ByUEcNsadbdfe3S+ivAARRBTK7YMnJLKlwZY8Qj+sRbFFCgPwIEfEh8mgrBHboJkPOC7gFcmKBVwyWXXFLLB0EOldmzZ6dZvFdgIAL1F9HaVYKT2lTShYf0/1jv+cyQ6yQVTsKrJA5O03vff4HUCoc1z507d0RwJ9WGwA7H5uTk4TuQ/1Nhn6ck3+9+97tH5OpJ06R7WoORYJnCoBSjDaDTPSt1k+ecs1FC6bQuklavscYa8V9aDKWuknSRT/PR8olRWhsVgv8EbW688cYFRtajZRLf/VwYINdis0LOn1VWWSW+TNe10W5vs+X6vAJjERhzAIgfDqKbfBjpO3nIIYeMpT7OO2QC/dq/dPlKhS9Ifoz4gUk/Eum1V73qVbH7V0oASiuhfEjSNJ33CpQgwIEBByVcfaMLGAdRm266aaw6J5aM3GUQqIQ9aR3Hg8CUKVPiyQ9XpWnJzBXjRjl+NthggxGjm9L9IL+IMR4s3IayBHjvppJOjtP/je7zafIT+UbTjuY5Wv7stddegeM4Ci1c+R2zDLdAHsDguJrWMzNnzoy5dNK+ZAtSK/z6rUmBFZ4nf1C7kkbEoiXOgw8+2G7yEa8z0lYqm222WXrY8J76vuUtb6m9ls9LIIpCQIaRh3mv0o0rjabHa3z/EyxqVDg/wYkLA82mIc8WebDIe5RK7pme816BfguMOQfQSSedFPNXcCJDFvRu/pD0G8P1LSjQr/2bmkemGnD1iOaXjcrSSy8dh4AnKz+FBNE0K7UoUJoAByepuywHGlypolkxQXWujNGs/9RTTw3nnXdeaZtmfRUoToDjl6otmGmhRytVugVwMk3yVJPcFrfLx02F82OovGtOsw3Mp0kX1JpNW/V5zgFmzZpVm5zfMbozW4ZfgG5dtHQ8+uijY3cpAjpnnXVWvNG1iQAR+XC22GKLhiMw3v+3QVzYUs4bTjvttJYbnbdYY97USqflTH97kS5gqVTJv5Z370qjcjE/AR/yitLtl6AMgS9uFHIFETgizxE5htoVeiTQMoq6sT34sS4G9qgvdgGrF/H/QQiMKQBEsq85c+bEehMB5UNGv9D6krfu4EOfpuEHy+Hw6rWG5/9+7t+8+wsCXGFtVfIhrdOoBa2m9zUFShJgZApGy6AFHqNIcBWJYXstCigwPAIkOk15IRgpxwDQ8OybiVaTPIiTn1w3c8inaXaxrdm89c8TAD3ssMNi8l5eozUE3fPf//7310/q/0MsQHcnuuqdeOKJMXiRqspw5ik4QtfB3XbbLSZXzlsD5QGgvLVLWkar+7zbbavp0muptRHrr3JclA8Wk0ZzZFl0Abv00kvj6NUksM67ZpH6ghu5jGjpQ3AzjVCc6sE9y6MF6Fe+8pUR8+fTYMrFvDxPV/66jxUYhMCYAkA33HBDrc5kh+fWruTZz0l6uuGGG7abxdcHJNDP/Zt/QRMUzP9vtPmrrrpq7enR/njUZvSBAkMqwEh4JD1P/dI5uKpyoDOkm2O1FBiXAiuttFJtu0Z70lOb0QcKdEEg5RhhUSkXS6vFpmk4iX7JS17SatKWr3FSu/fee8dhs5mQpLzkyWIIcUt5AnSp4saxBxeBGf6dbuqp1QpBEpJ702Wd5Mvsb0reAo2WX6N5T+UXdKuIcXz0yCOPxFY7dL1tF8CkdU4qeaCU56g33X1J4kwXfHIckWMob7nDRWbyGtG6jZafqVCHHXfcMQaB0nO06ObYjYsD3NPVjceMZkZAidKoW3Ga33sF+iUwpgBQvyrpesa/AD8WRONJiMvVJII6q622WtMNT63ImKBR5v2mM/qCAgMS4D3L+/pXv/pVbOGWEhA2q04+lG8vRmlptl6fV2CiCvDbQyCHg/+XvvSlbU9i8qvJjBJjUWBQAnm+xLw1RqP60Co/vXfJq9hp6gY+KylJLuvhN42gQJUuM43q5XPDI0BrRm504fvjH/8YbrnllkArmXRhmJF4eS4NBc+IX9/97nfjBjAf3ad6VTg3oMUl5aGHHoqBllbrYppU6OrWqBC4IcjDjWAXwRoSPzMoDYEeukzWB4D22Wef2ueILmOMgpYPM5+vJ29xR94jiwKDFhhTAIgPOPlY2pXrrrsu9otkuve97321ear03Wy3bF/vnUC/9y8/GunHhX65rQJAqQkoW5/37+2dhktWYGwCHBjTp55y+OGHhz333LPlAkkCnUqjpsfpNe8VUKA7AlwJPvvss+PCquQvybsfjyaHRXdq61IU+LsArQzonkMLDfIitiq06EjdXTju6qRwQWOXXXaJIyQxP6Oznn/++Y721QnmEMzDRaaUsyYlR07VosUNLVi4MSIveQkptA7KA0BpeoIn7QJA5N3hPch5IBe7RtMqhmBTKgSCaGnTquQDaeS9B2gFR84egvd5a07qQhCT26677hoTPRMEYjQwLlIT6CQoRs4fCi2Q6EqWWkPV14ULC3TjT8Uk0EnC+0EKjCkARDIwbu0KVyNS0q4PfvCDo0r21W7Zvt47gX7v32233bYWAOJKA8PuNvtRuOyyy2obXuU9WJvYBwoMSIAkiikARH/6VgEghiWlpRCFrl/tWgsNaJNcrQLjSuDNb35zLQBEDi6CQM1+g7gCPm/evLj9nEDkJyXjCsWNKUKAPIqMIMlFNC4ecIK95pprNqw7Ix2l0mlXLYa+Tvmv1lprrXDhhRcGAgWWMgUYzYoWyqRg4AJsfVeptFW8x1IAKHUj5LV11lknTRJzw5InqFnXLHIb8noabYvv2rwFW55bqFGwJF8XASkCU81G4SL4Q9cuCp8RvuMpV155ZfjoRz8aH3/4wx9uOoI1vRN4f6eL02wzx2MEUVNZd911mwZ/mIb1z58/P01eGyGv9oQPFBiAwEIDWKernKACRME5YE63PDk4JARyUhSevsfpR6aei2aZ/GBQSK6WD19ZP63/KzAsAlxpXX755WN1+AxwtbRRIeHiQQcdVHupUaCI5vvpc5Q3b67N5AMFFFhAoN1v0Bve8IbaSSxXe2m116hw4nLkkUfWXjrkkEOaDo9cm8gHCvRYgHwkqdDKNO8qn55nUIF0AY1WO4zsVF/afU7o6pNGS+Jk+Jxzzql9buqX5f9lCBAAorDvSWrcrPD+SSVvmUxQ5p3vfGd8idYuJ5xwQtNAB12lUvBn4403HhH8YQF5PqE8F09aL62O0kAxtAAiJ1GjQrerY445pvYSgaLU3ZHAJy3mKJdcckmtK1dt4r894HiMC3IU5k1dfekinApDy6cWdem5dE8roRRoSs/lI/Cl57xXoN8CY2oB1O/Kur6yBUjENm3atNpGcAU1/xLly5XhI3ffffc4DCVJxUkwOHXq1ECSOH5UrrjiinDGGWfUlsEPSX61oPaCDxQYMgGurNECaOedd47vb0ba+M1vfhOvhBH45ECHzwRDsabmwhwc7bHHHgtsyezZs8OXvvSl+DwH/SeffPIC0/iEAgqMFKjyG8TvCy2VKfwe0RKPICxdFdJnlBGO0gkMXR1SN4iRa/M/BforwEkt3XdIZMsFgp122il84hOfCOutt17gvX/ttdfG9zQn+bRsI3DZqIVbq88JJ7okzE2FVh4sp0qhbrT8sAyfAMcRF110UWypQjdYujhx7EEqBo6xaflCoIRjDwpBGroA5oVWYd/61rfi6KVMS88PLmbREo3p6TLL/LTwpyy66KLh4x//eL6I+DjPf5gulJHrc/PNN6+1tCSww7kB+XROOeWU2BqN7226QtLahlZMHGOldBEcYzFSXSq0cNp+++3jcRTvd47LqCsXlGn1Q3JplsGy03c9o9qlVk2veMUrYtc1XuOCHPmAeJ2BjaZMmRLrc9ttt8W8QbR4ygvrazfQTT69jxXohYABoF6ousyOBThA+OIXvxj222+/+KU7d+7cwI0v1LzFEActHNjU91XueMXOqEAfBLhqxYELJ5AchHPllFvK3ZBXgeDPzJkzGx6g59P5WAEFuidAi4iDDz44jgzDycWcOXPirdFnlPwQ/A5ZFBgWARLVcvxEgl5asXFSysUHfm/ywvuW0Z5GW7hIQa6YVDjBTifZ6blm93ZlbiYz+OcJ9PDe+dCHPhSTIBPA4caxNgGg/P1DMJxWN6lFc6o9LfJpNUlQh4tbd911Vwys8DrLyLtz8Z7kIi+jZNUXAkYsi2UQzEktkggYpa62BHoYop2gEwEVgkrc6tfDsuleRlcxEj3n5eijj47JpKnngw8+GLv88nqj73pc8kAn6+FiwQc+8IG4SLqIcSPQxWtpyHcez5gxI5B8mgsKFEZYy1tPxSf9o0CfBewC1mdwV9de4E1velO45pprYpcw+uxS8uAPrYE4KE9Xadsv0SkUGB4BrppxJZYATyp582EOqk4//fQYCPWAOQl5r0D/BPbaa6/YxYWruamkzygH9CQdJWE0wVxOZCwKDIsAeXguuOCCODR7GiE1P3ln1K/zzjuv4+OnPPH5sGyz9eiOAC1svvrVr47I7cqIWOn9Q8scWt1cddVVsaVNo7VutNFG4Rvf+EYc8CcPuKTgD7l6GGmLNA7kE2pUCPRwjE8S5vz7NeWSTfPQbY11bb311rVuY2k9TEMrG0YxY5saJekn0MN6CIaSazGV9F3PhWcCNWeeeWZsPVSfZ4jWQhdffPGIXFsErAj+MC+/H3SVPPTQQ0e0EiX/kEWBQQtMer4Cz1WN3g+6svXrT5Fgknylfp310/h/2QL8+HC1iStZNNlkn6+yyiplb1RhtacP8w477BDzM916662F1X64q0uOBg5qSL5Id0iuVOXNn4e79tauXoCuERxQktCeq6mW8gU4mOc3iK5gdCPghIATFEvvBOhOwUUghhinS6ylcwFaNpAQOrWeYNTU+hPZzpfunL0UIGcNI2rRymX69Om9XNUCyyb3DV2buBGEoVVOHiRZYIYmTzB6Fnl6GGWM9x7H76kbVZNZRjxNvhzOUemWxQWxZu9dzhV4r3M+SH35ruZ4qtn0I1by/D8EuejmxvbSrYsWUeTIIkjUrrBu5uM3AjeCTeQKyoNX7ZbRi9fpbnfaaafF4FVqfdSL9bjMMgW8dFXmfpswtab5KV+mjaL3EwbBDR23AlwhYwQJbhYFFBg+AS480E2hUVeF4autNVJgpAAn3dwsCoxGgNZj3MbaVYkWzfVdxUZTDy7utxvmneVxrkBwqdMLxARrOv2ssG66xXGzKFCKgF3AStlT1lMBBRRQQAEFFFBAAQUUUEABBRToUMAAUIdwzqaAAgoooIACCiiggAIKKKCAAgqUImAAqJQ9ZT0VUEABBRRQQAEFFFBAAQUUUECBDgUMAHUI52wKKKCAAgoooIACCiiggAIKKKBAKQIGgErZU9ZTAQUUUEABBRRQQAEFFFBAAQUU6FDAAFCHcM6mgAIKKKCAAgoooIACCiiggAIKlCJgAKiUPWU9FVBAAQUUUEABBRRQQAEFFFBAgQ4FDAB1COdsCiiggAIKKKCAAgoooIACCiigQCkCBoBK2VPWUwEFFFBAAQUUUEABBRRQQAEFFOhQwABQh3DOpoACCiiggAIKKKCAAgoooIACCpQiYAColD1lPRVQQAEFFFBAAQUUUEABBRRQQIEOBQwAdQjnbAoooIACCiiggAIKKKCAAgoooEApApOer+hziy++eCn1HVHP+fPnx/8XW2yxMGkSm2JRQIFuCzzzzDPhqaeeiost9bui2yYuT4FGAnxO+Ly84AUvCIssskijSXxOAQXaCKTP0eTJk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