In this tutorial we will create a simple linear problem from scratch using the SimPEG framework.
Last active
January 2, 2016 08:39
-
-
Save rowanc1/8278362 to your computer and use it in GitHub Desktop.
SimPEG Tutorial - Linear Problem
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
<div class="cell border-box-sizing text_cell rendered"> | |
<div class="prompt input_prompt"> | |
</div> | |
<div class="inner_cell"> | |
<div class="text_cell_render border-box-sizing rendered_html"> | |
<p><strong>Objective:</strong> </p> | |
<p>In this tutorial we will create a simple linear problem from scratch using the SimPEG framework.</p> | |
<p>The linear operator that we will be concerned with in this case will be a matrix with rows that are made up of the function:</p> | |
<p>$$\text{row}_i = \exp(-p i x)\cos(2 \pi q i x)$$</p> | |
<p>Where $p$ and $q$ are constants (in this case they are both set to $\frac{1}{4}$) and $x \in [0,1]$.</p> | |
</div> | |
</div> | |
</div> | |
<div class="cell border-box-sizing code_cell rendered"> | |
<div class="input"> | |
<div class="prompt input_prompt"> | |
In [1]: | |
</div> | |
<div class="inner_cell"> | |
<div class="input_area"> | |
<div class="highlight"><pre><span class="kn">from</span> <span class="nn">SimPEG</span> <span class="kn">import</span> <span class="o">*</span> | |
</pre></div> | |
</div> | |
</div> | |
</div> | |
<div class="output_wrapper"> | |
<div class="output"> | |
<div class="output_area"><div class="prompt"></div> | |
<div class="output_subarea output_stream output_stdout output_text"> | |
<pre> | |
Warning: mumps solver not available. | |
</pre> | |
</div> | |
</div> | |
</div> | |
</div> | |
</div> | |
<div class="cell border-box-sizing code_cell rendered"> | |
<div class="input"> | |
<div class="prompt input_prompt"> | |
In [2]: | |
</div> | |
<div class="inner_cell"> | |
<div class="input_area"> | |
<div class="highlight"><pre><span class="n">M</span> <span class="o">=</span> <span class="n">Mesh</span><span class="o">.</span><span class="n">TensorMesh</span><span class="p">([</span><span class="mi">1000</span><span class="p">])</span> <span class="c"># Make a 1D mesh from 0-1 with 1000 cells</span> | |
<span class="n">nk</span> <span class="o">=</span> <span class="mi">20</span> <span class="c">#: The number of kernals</span> | |
<span class="n">p</span> <span class="o">=</span> <span class="n">q</span> <span class="o">=</span> <span class="mf">0.25</span> <span class="c">#: Some constants</span> | |
<span class="c"># Create a function for each row of the matrix</span> | |
<span class="n">g</span> <span class="o">=</span> <span class="k">lambda</span> <span class="n">k</span><span class="p">,</span> <span class="n">x</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="o">-</span><span class="n">p</span><span class="o">*</span><span class="n">k</span><span class="o">*</span><span class="n">x</span><span class="p">)</span><span class="o">*</span><span class="n">np</span><span class="o">.</span><span class="n">cos</span><span class="p">(</span><span class="mi">2</span><span class="o">*</span><span class="n">np</span><span class="o">.</span><span class="n">pi</span><span class="o">*</span><span class="n">q</span><span class="o">*</span><span class="n">k</span><span class="o">*</span><span class="n">x</span><span class="p">)</span> | |
<span class="c"># Concatenate each row, and reshape</span> | |
<span class="n">G</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">concatenate</span><span class="p">([</span><span class="n">g</span><span class="p">(</span><span class="n">i</span><span class="p">,</span><span class="n">M</span><span class="o">.</span><span class="n">vectorCCx</span><span class="p">)</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">nk</span><span class="p">)])</span> | |
<span class="n">G</span><span class="o">.</span><span class="n">shape</span> <span class="o">=</span> <span class="p">(</span><span class="n">nk</span><span class="p">,</span> <span class="n">M</span><span class="o">.</span><span class="n">nC</span><span class="p">)</span> | |
<span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">4</span><span class="p">))</span> | |
<span class="n">plot</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">T</span><span class="p">)</span> | |
<span class="n">title</span><span class="p">(</span><span class="s">'Rows of G'</span><span class="p">)</span> | |
</pre></div> | |
</div> | |
</div> | |
</div> | |
<div class="output_wrapper"> | |
<div class="output"> | |
<div class="output_area"><div class="prompt output_prompt"> | |
Out[2]:</div> | |
<div class="output_text output_subarea output_pyout"> | |
<pre> | |
<matplotlib.text.Text at 0x10c764710> | |
</pre> | |
</div> | |
</div> | |
<div class="output_area"><div class="prompt"></div> | |
<div class="output_png output_subarea "> | |
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAtIAAAEKCAYAAAA/77J1AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz | |
AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd8jef/x/FXIiJB9t47IYuYMWorVZtSWlVK8UWryk9R | |
arRFVY22WrWqlFbNqj2KIEOIDGTvKUv2Ojn374+bEKFW7Ov5eJzH6Ynjvq/7/ubx9T7X+VyfS0WS | |
JAlBEARBEARBEB6K6rMegCAIgiAIgiC8iESQFgRBEARBEIRHIIK0IAiCIAiCIDwCEaQFQRAEQRAE | |
4RGIIC0IgiAIgiAIj0AEaUEQBEEQBEF4BCJIC4IgvIJGjRqFvr4+3t7ez3oogiAILywRpAVBEGqJ | |
ra0t9evXR0tLC1NTU0aMGEF+fv6zHlYNPj4+HDt2jNTUVPz8/O76nrS0NMaOHYuFhQVaWlo4ODgw | |
atQoIiIinvJoBUEQnl8iSAuCINQSFRUV/vnnHwoKCggODiY0NJQvv/zyWQ+rhoSEBGxtbdHQ0Ljr | |
n2dnZ9O2bVtKS0s5c+YMBQUFXLx4kY4dO3L06NGnPFpBEITnlwjSgiAIT4CJiQmvv/46ly9frvrZ | |
33//jZubG3p6enTu3Jnw8HAANm7cSN++fave5+TkxJAhQ6peW1lZERISAsAnn3yCiYkJOjo6eHp6 | |
Vjv+7VJTU+nbty8GBgY4OTmxbt06ANavX8/YsWPx9fVFS0uL+fPn1/i7y5cvR1dXl82bN2NnZweA | |
jo4O77//PpMmTXrMOyMIgvDyUHvWAxAEQXiZSJIEQHJyMocOHWLw4MEAREZGMnz4cPbu3UunTp34 | |
7rvv6NOnD1evXqVjx45MnToVkANwRUVFVclFbGwsRUVFeHp6cvjwYXx8fIiKikJbW5uIiAh0dHTu | |
Oo63334bT09PduzYwdWrV+nevTsODg588MEHqKmpsW7dOnx8fO76d48dO8aAAQNq+9YIgiC8dMSM | |
tCAIQi2RJIn+/fujra2NtbU1Dg4OfP755wD8+eef9O7dm65du1KnTh2mTZtGSUkJ586dw97eHi0t | |
LYKCgjh9+jQ9evTA3NyciIgITp06RYcOHQCoW7cuBQUFXL16FaVSiYuLC6ampjXGkZSUxLlz51iy | |
ZAnq6uo0adKEMWPG8Ntvv1WN879kZ2dXO+7ff/+Nnp4e2tra9OjRo7ZulyAIwgtPBGlBEIRaoqKi | |
wt69e8nPz+fkyZOcOHGCwMBAQF68Z21tXe29VlZWpKSkANCxY0dOnjyJj48PHTt2pGPHjpw6dYrT | |
p0/TsWNHALp06cKkSZOYOHEiJiYmjBs3joKCghrjSE1NRV9fnwYNGlT9zNrauupc92NgYEBqamrV | |
6759+5Kbm8vy5cspLy9/+BsjCILwkhJBWhAE4Qno0KEDkydPZsaMGQCYm5uTkJBQ9eeSJJGUlISF | |
hQUgB+l///0XHx8fOnXqVBWsT506VRWkASZPnkxgYCBXrlwhMjKSpUuX1ji3ubk5OTk5FBYWVv0s | |
MTERS0vLBxp7165d2bNnT42Z6/vNZAuCILxqRJAWBEF4QqZMmUJAQAD+/v4MGTKE/fv3c+LECSoq | |
Kli2bBkaGhq0bdsWuBWkS0tLMTc3p3379hw6dIicnBy8vLwACAwMxN/fn4qKCurXr4+GhgZ16tSp | |
cV4rKyvatm3LzJkzKSsrIyQkhA0bNvDuu+8+0LinTp1Kbm4uI0aMIDY2FkmSKCgo4NKlS6ioqNTe | |
DRIEQXjBiSAtCILwhBgaGjJy5EiWLFmCs7MzW7ZsYfLkyRgZGbF//3727duHmpq85tvJyQktLS1e | |
e+01ALS1tXFwcKBdu3ZV4TU/P58PP/wQfX19bG1tMTQ0ZPr06Xc997Zt24iPj8fc3JyBAweyYMEC | |
unTpAshlJf8ViA0MDPDz80NDQ4P27dujra2Nl5cXRUVF/PTTT7V5iwRBEF5oKtJjflc3evRo9u/f | |
j7GxMaGhoXd9z0cffcTBgwepX78+v/76a9XsiiAIgiAIgiC8qB57RnrUqFEcOnTonn9+4MABoqOj | |
iYqK4pdffmHChAmPe0pBEARBEARBeOYeO0i/9tpr6Onp3fPP//77b0aOHAlA69atuX79OhkZGY97 | |
WkEQBEEQBEF4pp54jXRKSgpWVlZVry0tLUlOTn7SpxUEQRAEQRCEJ+qpLDa8swxbrPoWBEEQBEEQ | |
XnRPfItwCwsLkpKSql4nJydX9U29nbmpKmkZokepIAiCIAiC8OQ4ODgQHR1dK8d64kG6b9++/PDD | |
D7z99tv4+fmhq6uLiYlJjfelZUgc3WTL8o1taWpujk9yJGHRFgzr+Re96nVEEd6bQBM7DnkrUTiU | |
0jIrg7aRkbQLCMAxIABUVVHa2VJubUGRrTk5NiZkWuqRYt6QjLrlXC+9Tm5pbvXnkluvC8sL0a6n | |
ja6GLroauuhp6GFQ3wADTQMM6xtiWN+w6r8N6htUvdaupy1m2J+gefPmMW/evGc9DOE5I34vhLsR | |
vxfC3YjfC+FOtZnbHjtIDxs2jFOnTpGVlYWVlRXz58+noqICgHHjxtGrVy8OHDiAo6MjDRo0YOPG | |
jfc8VnmpJaM6FrPg70QGNvWmXYP1/BA0m01Rlxg2ZAqDu1jxxun+lC/tQG47D/xfa8LCz3tTUFei | |
rYYGbUtL6ZCRQYvLlzG8EI7z1kMQEQH164OLCzRqBC5u8nMrV7CxAVW5uqVSWUleWV61cJ1dnE12 | |
STZZxVnE5cZxPvU82cXy65s/L1OUVQvcBvUNMNS8FbZvPowbGFc9NNQ0Hve2C4IgCIIgCM/YYwfp | |
bdu23fc9P/zwwwMdq+u7uzlzxIURSSP42T+QUU0/4VvlVr5z1WDX8X/YvmMq7777F/3W/4Bt/iBs | |
tg6k9xxtNPvokdhHk389FHyork6ikREd+/enm54eXXV1aXz9OioREXKojoiAI0fg8mXIzwd3d/Dw | |
oI6HB/qenuh7eIC5wwNff5mirCpU3xmyk/KSCEoPIqs4i2tF18gozOBa0TU062pi0sAEk4YmGDcw | |
xqTBHc+3/VzMeAuCIAiCIDyfHntDltqioqKCJElcPfcjKaE/snu/PZfzMuhpNhGL/G1ssrxAgP8f | |
WCkKyc39mMmTG9O2bQAGDV9H4/z7XF9rSHlaOcbDjFF/z5CzpmUcy83lWG4uFZJENz09eunr01Nf | |
H926deWT5uRAWBiEhEBo6K2Hri54eICnJzRvLj/s7KAWAq0kSVwvvS4H66KMqnCdUXTH842fl1eW | |
1wjXpg1NMdcyx6yhmfysZYZZQzPqqdV77PE9b06ePEmnTp2e9TCE54z4vRDuRvxeCHcjfi+EO93M | |
nLVyrOctSEuSkn93eBDu8wZr/dPp5HEGzZJVuBSu419dHwI0pqM4+RHaWhOoqLjE/PkdMDbeQ8OG | |
XpipzKZgmwnpG9PRdNLEfJw5hgMNiZPKOJqby/7sbE7n5dFcS4s+Bgb0MTDAqX796gNRKiEhQQ7U | |
wcFw4QIEBkJJCTRrJofqFi3kZ1vbWgnX/6W4ophrRdeqwnVGUQbphemkFaSRWphKakEqaQVppBem | |
o1VPq3rAvi1om2uZY65ljmlDU1FaIgiCIAjCK+ulDtIA1+IPEHZmPMf39eCbc+b88t4e/HK+443E | |
ZVwyi+SgU2uil62nf59Q9u/vy8CB/Zg0yY7r11ego/MaNpbzKDlmROqaVAqDCjEZaYLFBAs0HTQp | |
qqzkeG4u+7Kz+Sc7G506dehraMhbRka00NK6dxlFRsatUH3hgvwoKbkVrL29oU0bMDJ6inftFqWk | |
JLs4Ww7WhWlVAfv216kFqVWB+2bINtcyx1LbEittK/lZR37W09ATJSWCIAiCILx0XvogLUkSPn83 | |
5+rhnhyN34tviB0b++my3HIMn578mljrLH7xakj5pt04mGuhp/cphw/v4qefVtGkSRTJycswNByA | |
nd2XVCZpkfpLKukb0tHpqIPVNCt0vHUAUEoSFwsK2J2VxV+ZmVRIEkOMjHjLyIjm/xWqb0pPlwP1 | |
+fPg6wv+/nKQbtPm1sPdHdSeeHOUB3YzcN8M1yn5KSTnJ5Ocn0xSflLVs0KpqB6wta2qQvbNn+lq | |
6IqwLQiCIAjCC+WlD9IAmSn7CT36EacPvsF30fb0clzM+PQ5fPKBJ7+umUV4Wx2+sI7DI+gYURct | |
+OwzPz777G169uzJokWfk539HRkZm7G2nomFxSSUxaqkb0wn+btk1C3UsZpmhWEfQ1TqyEFQkiSC | |
Cwv5KzOT7ZmZVN4I1cNMTGjSsOGDXYRSCVevyqH63Dn5OSUFWraUQ3XbttCuHejoPIlbWKvyy/Jv | |
Bey8pBpBOzk/mUplZbVZbCttK6y0rbDRtcFGxwZrHWs062o+60sRBEEQBEGo8koEaUlScnq/I377 | |
JpKRtJSffT9m1ZfLsNmwhUmL63Nm4hjOjGzNdC1fhiuO8cs3tqxbV8iOHZM4c+YMW7duxc1Nm5iY | |
TykpicbJaRX6+j1QKpRk7c4iaWkSijwFNnNsMBlmUhWo5XNLXCosZHtmJlszMtBVU+M9U1OGGxtj | |
Vu8hF/Tl5Mgz1efOyY+AAHB2ho4d5cdrr4G+fm3dxqfqbmE7MS+RhLwEEvISSMpLQldDFxtdG2x1 | |
bbHRkQO2ra5tVdjWqqf1rC9DEARBEIRXyCsRpAESrq4getceToe7sTK1PibJ/7J+qilxp+exbnwJ | |
R4cMYf/sQUxR7GOh43Gmf+DIihWgrr6TCRMmMHfuXCZOnEhOzgGioiahrd0OR8flqKsbIUkSucdz | |
iZ8XT0VmBbZzbTF+27haoAa5/OP09ev8lpHB7qws2mhr856JCf0MDdGsU+fhL7S8XC4FOXVKfvj6 | |
yosWbwbrDh3A2Pgx7uTzQykpSS9MJ+F6AvHX4+WAfT2B+Lx4Eq7LYVtDTUMO2Lo22OrcCtg3w7ao | |
1RYEQRAEoTa9MkFaoSjgzHFLDmz/EUXGZDZd2sCooWMZEDOLXR06UNKskNVDh/Ln6onMSNrA2jY+ | |
jB5sxdSp0LdvDIMHD6ZRo0asXbsWTU0V4uLmkpGxBQeHbzExebfqnNdPXCfuizgqsm4E6qE1AzVA | |
UWUle7Ky+C09nfMFBbxtbMw4c/MHL/24m4oKuHjxVrA+exYsLKBrV+jeHTp1Aq2Xc9ZWkiSyirOq | |
AnZC3h2B+3o8SkmJvZ59jYeDngM2ujao11F/1pchCIIgCMIL5JUJ0gBXA/5H0uZ8wtNKmFdqR6VP | |
KL9vCkVnyq98skqLGSWJvDV7Nqt/GMmq6N/Z2v007w4w5s03Yf78Ej7++CPOnDnDrl27aNy4Mfn5 | |
gURGjqVuXSNcXNahoWENcGuGem48lUWV2C+xR7+H/j1nQ5NLS1mfns66tDQs1NUZZ27OUGNj6j/K | |
LPXtKishKAiOHYOjR+VSkKZN5VDdrRu0avVcLV580q6XXicuN47Y3FhicmOIzY2teiTnJ2PS0EQO | |
17o3Ara+Q1XYNtA0ELPZgiAIgiBU80oF6aKiqwQc78DGf39GO/Y9doadoIv3+0zt2ZbiPyYxaGYR | |
/seOYffvvyyY/Rq74/azq++/DB+oS9Om8OOPsGnTRmbMmMHmzZvp0aMHSmUFSUnfkpy8HEfH5Rgb | |
D68KXJIkkbU3i9gZsdSzqofDNw5oNbv3jLBCqeRgTg5rUlPxzc9nuIkJ48zMcH+cWerbFRfDmTNy | |
qD56FOLj5Vnqbt3kcO3s/MR7WT+vFEoFSXlJ1cJ17HX5OSYnBoVScdeZbHs9e2x1balbp+6zvgRB | |
EARBEJ6yVypIA/gdaUrkr+9QP2sfYxu2RXn8Kj//5IPdup+4MtiTX1oX47NwIWrW1nzSS5ULaRfY | |
2e8oA/tq0LgxrFkD586d4a233mL27NlMmjQJgIKCIK5efYcGDTxxdl5N3bq3Fv0pK5SkrU8jYX4C | |
ul10sf/aHg2b/97IJLG0lHVpaaxPS8NeU5Mplpb0MzBATVW19m7UtWtw/PitGWsVFejVS3506QIN | |
GtTeuV5wuSW5xF2Pqx60c2OJzokmtSAVKx0rnPSd5IeB/Oyo74iNrg1qqq/OrL8gCIIgvEpeuSCd | |
GL+S6E372VA5gOL4z7jg609jhyF8NcuY0qHzWfZnA9wM1VnYpw/Kr77k7Tq7qVunLj9330Lv3irY | |
28O6dZCQEEvv3r3p0qULK1asQE1NjcrKEmJjZ5KVtRMXl43o63erdm5FoYKkb5NI+T4Fy48tsZpu | |
RR3N/y7fUCiV7MnKYkVyMsllZUyysGCMmdmtrclriyTJ7fYOHoT9++VFjO3a3QrWjo61e76XSJmi | |
jLjrcURlRxGVE3XrOSeKjMIMbHRtaoRsJwMnrLStqKP6mOU7giAIgiA8M69ckC4vz8T3lAN7f9tK | |
j8RpjND+H/j7s2TJWVpkzKIirB09J1znYL16NH/jDUqPH6FjwHh6OfZiWssv6NMH7OzkMJ2fn8fQ | |
oUNRU1Nj+/bt1L+xRXhOzlHCw0dhZjYKW9t5qKhUD0ulCaVEfxpN4cVCHJc7YtD3wepvz+fnszI5 | |
mQM5OQwzNuYjS0tc7tyWvLbk58sz1QcOyA8trVuhukMHeNjWfa+oUkUpsbmxdw3ZWcVZ2Ona4ajv | |
WCNkW2pboqpSi98+CIIgCIJQ6165IA1w6dybZCxvQqDWNf7WOcT1Q2ewsRrCgvm5KIetJ3mVJQtM | |
s7gQFka9ZctIP/kP3r935qsuX9HP/h26dYP27WHpUlAoKvjggw+IiYlh37596N/o41xensGVK+8A | |
Sho33kq9eqY1xpFzLIfoydFo2GrguNKR+s4PFopTy8r4KTWVX1JTaaGlxQxra17T0Xlyi+EkCS5d | |
kgP1/v1w+bLcCaR/f3jzTTAweDLnfckVVxQTkxNTLWBH50QTmR1JXlkezgbONDJshIuBC40MG9HI | |
sBHOBs7Ur/uEPjwJgiAIgvBQXskgfe3aX1zZtZRlufN598QYJpR9R92IjSxfno9Xg74Uze/GVxvU | |
cdVuyFezZoGxMWGff0iXTV3YN2wfTvVb07EjDBsGs2aBUqlk+vTpHD58mMOHD2NhYQGAJFUSH7+Q | |
tLRfaNz4d/T0OtcYi7JcScr3KSQsSsB8nDk2n9vct9zjptLKSjZnZLA0KQmDunX5zNqaPgYGqD7p | |
BYNZWXKo3rNHrrFu3hz69ZMftrZP9tyviPyyfCKzIwnPCiciK4Lw7HDCs8KJzonGuIFxtXB987/N | |
tcxFZxFBEARBeIpeySBdWVnMmX9N8Vuzheapi5jctS4ND67DwOAD5s6NQWPODjQHWNLRK4kjdnY0 | |
bdMG1qxhj20pHx38iMAPA6nMN6Z9e5g2DSZMkDt0LF26lNWrV3PkyBGcnZ2rzieXeryHhcVkrK1n | |
3jXslKWVEf1xNIWXCnH+xRm9TnoPfL2VksTuzEwWJyZSrFQyw9qaYcbGqNfmwsR7KS6WS0D27IF9 | |
+8DSUp6p7tcPmjR5ZbuAPCmVykoS8hLkcJ0lh+uIbPm/iyqKqkL17UHbycAJDbX/XtwqCIIgCMLD | |
e66C9KFDh5gyZQqVlZWMGTOGGTNmVPvzrKws3n33XdLT01EoFEybNo3333+/5kAe4KJCzg8gc7Ez | |
W9paoH5xLn/6n0OzaDTLlzekuW0HrvXrSvgJa9aXZXImPx/Vd96BS5eYFbIcv2Q/jow4QmK8Gh06 | |
wLJlMHSofNz169czd+5cjh07RuPGjavOV1aWQljYQDQ0bGjUaCN16ty9I0bW31lETYxCr4ceDksd | |
qKv34IsKJUnieG4uixMTiSwpYaqlJWPNzWnwuP2oH1Rlpbx1+Z498qOyUg7VAwbItTBPaxyvqOul | |
14nIiqgK1jdDdmxuLGYNzWhk2Ag3IzdcjVxxNXKlsVFjtOtpP+thC4IgCMIL67kJ0pWVlbi4uHDs | |
2DEsLCxo2bIl27ZtqxZG582bR1lZGYsWLSIrKwsXFxcyMjJQu2NTkQe5qIyMbUTs/ZGv0xew9MD/ | |
eL9rD3R8R6GpOZVZs0Ix+PMgdVR0eG9kAR+YmjJm5Uq4epXK3bvoufUNmpk2Y0n3JYSEyG2Yd++W | |
m1wAbN68mRkzZnD06FHc3Nxuu8ZSIiPHU1h4CXf3PWhq2t51bIp8BbEzY8nanYXjSkeMBhs99Ff2 | |
5/PzWZyYyNm8PKZZWTHBwuLpBWqQ66rDwuRAvWsXpKXBwIHw1lvyYkURqp8ahVJBXG4c4VnhXMm8 | |
wuXMy1zJvEJ4Vjh6mnrVwvXNh66G7rMetiAIgiA8956bIO3r68v8+fM5dOgQAIsXLwbgs88+q3rP | |
mjVrCAkJ4ccffyQ2NpaePXsSGRlZcyAPcFEKRT7nTllwdfl2dFR+5GvXMyRtTEZN8uLXXz1xsXYm | |
vdObaJ5sRK/8CC43bYph+/YwZQpZb71Ji19asLzHcgY0HsChQ/D++/JeJze7xG3dupVPP/2UI0eO | |
4OHhUXVeSZJITl5JYuJiXF3/QE+v0z3HmHcuj4gxEWg6a+KyxgV1k4ffwjq0sJAFCQn4XL/+bAL1 | |
TdHR8Ndf8iMlpXqofoV2V3yeKCUliXmJcri+dpkrWVe4kik/tNS1cDVyrRGyDeqLhaWCIAiCcNNz | |
E6R37NjB4cOHWbt2LQBbtmzB39+f77//vuo9SqWSLl26EBkZSUFBAdu3b+eNN96oOZAHvKjgC73J | |
nt+U1QPcGPTPFyw3nIFhkjmmpr8xevQRzE6doOxqXdbOU6dAoWBdSQn06AEhIfgrEuizrQ+BHwZi | |
rWPNTz/BihXg6ws3Gnfw559/MmXKFA4dOkSTJk2qnTsn5xhXr76Dnd2XmJuPvecYlWVK4ufHk7Yh | |
DecfnTEaZPQgt7OG5yZQgxyqd+yQQ3Vyslz6MWSICNXPCUmSSM5Prpq5vv1RT61ejYDtZuSGUYNH | |
+70UBEEQhBfZcxOkd+7cyaFDh/4zSH/55ZdkZWWxYsUKYmJi6N69O8HBwWhpVd92W0VFhS+++KLq | |
dadOnejUqVONc6anbyJ6zyYWZM1l4+YP6DJWF9b6k5FhxD//9MTcyIX0Tq9j/7crLSqusN3NjbZL | |
lkBEBOzcyeIzizkQdYATI0+gpqrGtGnyPiZHjtxqs7xjxw4mTZrE4cOHa4Tp4uIoQkN7YWQ0GDu7 | |
r1D5j77Beb55hI8MR6ulFk4/OD1U7fTt7gzU/7OwoP6zLLOIibkVqpOS5FD99ttyqH4aiyWFByZJ | |
EmmFafLs9c1wnXWFsGthqNdRx8PYA3djdzyMPfAw8cDVyJWG6rW0vb0gCIIgPAdOnjzJyZMnq17P | |
nz//+QjSfn5+zJs3r6q0Y9GiRaiqqlZbcNirVy9mz55NuxvFyF27dmXJkiW0aNGi+kAe8NNBeXkW | |
fj72XP3+b1QNt3Cg4T8Enz+Iu8G/uLnF0Lv3X1iH+pCzu5TLv5myIjkZP1dXVJs1g4ULUQ4aSPfN | |
3elg3YEvOn2BUgmDB4OuLqxff6thxV9//cXHH3/MyZMnq3XzuDmGsLB+1KtnRaNGv1Knzr27K1QW | |
VxI7M5bMnZm4rHXB4I1H/5o9tLCQ+fHxnMvPZ46NDWPMzKj7rINrbKwcqLdtg+xsOVAPHw5Nm4ru | |
H88xSZJILUgl9FoooRmhhGWGEZoRSnhWOGZaZjUCtpO+E3Xr1PLOnIIgCILwDDw3M9IKhQIXFxeO | |
Hz+Oubk5rVq1qrHYcOrUqejo6PDFF1+QkZFB8+bNCQkJqdoEpWogD3FRF/zakDdzMIsm2LPgj0XM | |
at0OzVMLCAx04MCBDhgZtCKtewec17rwhnYsH1la8k5MDAwaBGFhpKqX0WxNM3YM2UF76/YUFkLb | |
tjBuHEyceOs8GzZsYP78+fj4+GBtbV1tDJWVpYSHj6SsLAV39z2oqxv+55hzT+QSPjoc/Z76OH7n | |
SJ36jz6jHJifz6y4OGJLSlhoZ8dQY+Mn34f6QVy+DFu3yg9NTTlQDxsGDg7PemTCA1IoFcTkxNQI | |
2En5STgbON8K1zeCtrWOteiDLQiCILxQnpsgDXDw4MGq9ncffPABM2fOZM2aNQCMGzeOrKwsRo0a | |
RWJiIkqlkpkzZzJ8+PCaA3mIi0pI+Jrk30OYXXc8f/w8Cq+xRZQsTcG75Yf07GlBq1YbsI0+y7WN | |
eRTtsWPYlSuEt2pF/U8+gaIiWL+efRH7mHxwMkHjgtDT1CMmRg7Tf/0lVyjctGLFClavXs3p06cx | |
Na2+06EkKYmNnUVW1k48PA5Qv77Tf45bka8g8n+RFF4sxHWbKw2bPN5X6Mdzc5kZG0u5Uskie3t6 | |
6us/H6FGksDPTw7U27fL+7O/845cU21i8qxHJzyC4opirmZeJfRaKGHXwqqCdlFFEW5GblUz1+7G | |
7niaeKKvqX//gwqCIAjCM/BcBena8jAXVVgYwqWzvQle+wf1jbcQrHGScMUSzAvd8Pfvw7ZtDujr | |
9SC5c3Nc1rkwziiVJg0bMltPDxo3ltNy27ZMPjCZ7JJstg7aCsDhwzBqFPj7g5XVrfMtXLiQv/76 | |
i5MnT9aYSQdITV1DfPx8PDz2o6Xldd/xp29OJ2ZqDDZzbbCYZPFY4VeSJPZkZTErLg7junVZZG9P | |
Wx2dRz5erVMo5M1ftm6VN39p1UoO1QMGwB118sKLJ7s4m7BrYbfC9Y2AraOhQxOTJvLDVH521Hek | |
jqpooSgIgiA8W698kJYkCd8zVpR8vJgVc7X4dt1iJvW1JPKr7dSv7863347H0HAV1uGnyPj1GtoH | |
XGh54QKXW7bEdPduWLQILlygWCqn6c9NWdR1EYNcBwHwzTfyOrrTp0FD49b5pk+fzpkzZzh+/DgN | |
GtTcmCUzcxeRkeNxdd3+n+3xbiqOLubqsKuom6rjssEFdaOHb5N3O4VSyeaMDL6Ij6e5lhbf2Nvj | |
VL/+Yx2z1hUXwz//wJYt8g3u2xdGjoTOncUixZeIUlISfz2e4PRgLqVfIjgjmOCMYDKLMnE3dq8W | |
rj1NPNGqJz5QCYIgCE/PKx+kASIjJ5Cxsg6Tvd7i1JyhOP+vGON98XRqfZqMjK3MmBGPteUsYtqZ | |
4rLOha+IXJ/1AAAgAElEQVStcriuULDW2VnejaVvX/j4Y84lnWPQ9kGEjA/BqIERkiSX9TZsCOvW | |
3TqfJEmMHj2arKwsdu/eXWNDGYDc3BNcufI2Li5rMTTsd99rUJYriZsTR8aWDBptaoR+t8f/Oryk | |
spKVycl8m5TECFNT5tjYoF/3OVwkdu2avEBx0ybIyoIRI+RQfcfCTuHlkVeaR0hGiBys0+VwfTnz | |
MqYNTWvMXtvq2j4fZUqCIAjCS0cEaSAr6x+i/v2SYydX4qK6hST1C/ibjoDzH3D0qAknT36FUrkd | |
s5A/SP81HdsjbjgFBHDGywuXxER5++uQEDA35/+O/h+xubH89dZfqKioUFgILVrA7NlyvrupoqKC | |
Pn36YG1tzZo1a+76D31+fiBhYX2ws/saM7NRD3QtOcdyCB8ZjukoU+zm26FS5/EDxLXycubFx7Mj | |
M5NZ1tb8z8IC9ed11jckRA7Uv/8O9vZyoB46VG6lIrzUKpWVROVEyTPXN8J1cEYwheWFeJp4VgvY | |
7sbu1K/7nH3LIgiCILxwRJAGFIpCzvmYUjTrbzbNLGTZL8vo37ucqM98GThwKlZWDejZ81dcG+/m | |
agsFLutcWGOXT1BhIX+6ucGsWRAfD1u3UqoopdmaZsztOJe33d8G5GzXtatcgXBbExIKCgro1KkT | |
/fv3Z86cOXcdW3FxBMHBPbCwmIS19bQHup7yjHKuDL8CgOtW10faEfFurhQVMT0mhsiSEr6xt6e/ | |
oeHzO9OnUMiF6r/+CkePyhvpvP8+dO8uNn15xWQVZ1UL1sHpwURkR2Cra0tT06Z4mXrRzKwZXqZe | |
YudGQRAE4aGIIH1D0MWO5E9/kxEftybig8E4TlHS5PJFWjiqsW5dS3x8PqK8/DK6vt9w7c9rOB5w | |
x8nfn/0eHnipqkKjRvDnn9C2LedTztN7W2+Cxwdj2lDuzrFuHaxcKS8+vL3cOD09nbZt2/L5558z | |
evTou46ttDSZ4OBumJgMx8ZmzgOFV6lSqtoR0XWrK7odam9G9mhODp/GxKCnpsYyBwdaaGvX2rGf | |
iJwc+X+bTZsgMRHefRdGj5b/NxNeSeWV5YRnhROUFkRQ+o1HWhC6GrpVobqZWTO8zLyw0Hq8RbyC | |
IAjCy0sE6Rvi478kfXcEvxdOokfiOuLMErlk043La6dTt+5rfPTROMzMPqK5ZzBBrkl47PNgk1Ee | |
h3Jy+MfTU170tmqV3KpNVZVZx2cRkR3BziE7AbmL23vvgbq6vFnL7SIiIujYsSMbN26865bnAOXl | |
GVy61BVDw37Y2X35wP+wZx/MJnxUOFZTrbCablVrgaBSkvg1PZ05cXH01Ndnkb09Juq1M/P9RIWH | |
y7PUmzaBoyOMGSPvonOXRZ/Cq0UpKYnNjSUoLYiLaRcJSpefJaTq4drUCwd9B1T/YydSQRAE4dUg | |
gvQN+fn+hPmNJP2HLRwemcAXf6yld7dMMhZcYOLE3Zw7t57ly+2pU6cBarsmUHihEIffG+Hi78/v | |
rq6009KCNm1g0iQYMYJSRSmeP3mytPtS+jWSFwverJeeNUsO1bc7d+4c/fv358SJE7i7u991jOXl | |
mQQHd0dPrxsODksfOBSXJpZyechl1E3UafRro0feXvxu8hUKFiYk8Gt6OrOtrZloYfHsd0h8EBUV | |
sH+//FXBuXNyHfWYMdCsmdhFUahyc9fGm6H65sx1TklO9bIQMy8aGzYWOzYKgiC8YkSQvkGSKjnj | |
Y0TlqPW8t86A+LcGYj29Dr1yz6JVYc2GDSacP7+PjIwBtHCL5bxjMM0DmvOn5nU2pqdzsmlTVPz8 | |
5I1CwsOhQQNOxp9kxO4RXP7fZbTryeUPoaHQpQv4+NSsLPj999/5/PPP8ff3x9jY+K7jrKjIISSk | |
B9ra3jg6rkTlAWfFlOVKYv4vhuy/s3Hf7f7YG7jcKbyoiI+jo0kpK2OVkxNd9PRq9fhPVHKyPEu9 | |
fr28KHHMGHknxRfpGoSnKrs4m0vpl26F6/QgEq4n4GbsVm3m2tPEE826ms96uIIgCMITIoL0bcLC | |
BlGwypMFXt1ZdGgJp1tDlFMr/p42m9dfH4ednQ29e/tgbDyM4lXtUeQpsP/eEffz5/nByYlu+vpy | |
AHN2hnnzABjz9xg01TT5vtf3VedZs0Z++PnJpR63mzNnDidOnOD48eNo3Gw+fQeFIo+QkJ40aOCB | |
s/PPDxymATL+yCB6cjROPzhhPPTuYf1RSZLE3qwsPomJoYWWFsscHLC+xzU8l5RKOHFCnqU+dAj6 | |
9JFDdYcOYpZauK/C8kJCMkKqlYaEZ4XjoO9AC/MWNDdrTgvzFjQxaSLCtSAIwktCBOnbpKT8TMrp | |
wwSdmk1W2yuMOraHHm2iYHUokydf4Ztv+nLu3DKSkhbhYXmagMYBtApvxXZlDmvT0jjl5SUvZvPy | |
gkuXwMqKnJIc3Fa7sWvILtpYtQHkeun+/eUZ6SVLqo9BqVQydOhQNDQ0+O233+5ZvqFQFBAa+iaa | |
mg64uKxDReXBd3kruFTA5QGXMRpihP3X9rXSIu92JZWVLE1KYlVyMh9bWjLdygqNOi/YLnRZWXLd | |
+9q1chnImDHyVpVGRs96ZMILpLyynLBrYQSmBhKYGsiFtAtczbyKk4ETLcxa0NxcDteeJp5oqL1A | |
HzoFQRAEQATpakpKYrng35byT/bw+Q+VnH3rLWw+VWVg2RHKkhpz5ownK1cuR1PzA9zdd5E6vSHq | |
RupYzbeh8fnzrHNxoaOuLsyZA3FxchAD/gj7g698vuLChxdQryNPQWdmQtOmsHmzXOpxu+LiYjp2 | |
7Ej//v2ZPXv2PcdbWVlESMibaGo64uLyy0PNTJdnlXNl6BVU1FRw3eZKXf3ar+1MKC3l0+hoLhYW | |
stLRkT6GhrV+jidOkuSvDn75BXbvhl69YMIEuXe4mKUWHkGpopTQjFAupF2oCtcRWRG4GLrQwqyF | |
PHtt3hwPYw/qqdV71sMVBEEQ/oMI0nfw83WgfNwchn9tz6UF09jyjgNx1i5s/XAen322iqCgAL76 | |
ypWSklis1VYR1CYI7wRvNuddY3NGBsebNpVXFTo5wYED4OWFJEn03tab9lbtmfnazKpzHToEY8dC | |
cDDo37ERYWpqKt7e3nz33XcMHjz4nuNVKAoJCelJw4YeODmtfqiuHEqFktgZsWTtzZLrpj1qt276 | |
pmM5OUyMisK1QQNWOjq+WOUet8vNlbt9/Pyz3It6/Hh5lx0dnWc9MuEFV1JRQkhGSLVwHZUdhauR | |
a1VJSHPz5rgbu1d9GBcEQRCePRGk7xARMY68rdrs0Hobz7pn6BATRB/XIBpuDmbSpDwmTLAhMjKA | |
iIhWeHvHET44GYM3DTAaY4pLQAC/NWpEe11d+PFH2LdPTstAXG4cLde25OK4i1jrWFedb8oUSEmB | |
7dtrTnAGBQXx+uuvc+zYMZo0aXLPMSsU+QQHv462dmscHVc8dIu79C3pxHwSg9NPThgPrt266ZvK | |
lEq+SUxkZXIyM21s+OhF6e5xN5IEp07BTz/BkSNy+7zx46F582c9MuElUlJRQnBGcLWykNjcWNyM | |
3KqFazcjN9EtRBAE4RkRQfoOGRl/kOi3kdTti/jjwwK2fvwxZu+mM179LFH+DigUQ+nYsSOdOp1B | |
S6sVDaNGEjUpipaXW7IuLY0dmZkcbtIEysvlbQzXrYPOnQFYcGoBwRnBVb2lAUpLoWVL+PRTeeO9 | |
O/3xxx/MmjWL8+fPY2Bw713XKiquExzcFT29Ltjbf/PQYbrgYgFhA8Iwfc8U2/m2qKg+mbKF6OJi | |
/hcVRXp5OT87O9P2RZ/NTU+HDRvk0g9jYzlQv/129V13BKGWFJUX1QjX8dfj8TD2oIV5C1pZtKKV | |
RSucDZxFn2tBEISnQATpO5SVpRHg5wYj99Fvs5Jrgwbx+eLuaFh6sWLINDZsOMzSpfM4eHApERGj | |
adnyKheaXsThWwcadtPFyd+f7W5utNbWhm3bYMUKucZWRYVSRSluq934sdeP9HTsWXXO0FA5awcG | |
gq1tzTFNnz6d4OBgDhw4gNp/bG9dUZHDpUtdMDB486E2bbmp/Fo5Yf3DqGdRj0abGlGn/pNZIChJ | |
EtszM5kaHc2bBgYstrdHv+4LPqNWWSl/+/Dzz+DrK++eOG5c9T3hBeEJKCwvJCgtiMDUQAJSAwhI | |
CSCrOEsO1uataGnRklYWrcQOjYIgCE+ACNJ34e/vQsWUWcyf3pj5Z/9ER6eCsRaB6O48x7BhCqZN | |
s+DMmTNcvz4QR8eVlO5uTObOTDz3e/JTSgr7s7Pl3Q6VSnkHltmzYdAgAPZH7mfK4SmETQirtpBo | |
yRI4fBiOHYM7Kx4UCgU9e/akefPmLLmzzccdysszuXSpM8bGQ7C1nfvQ115ZWknEmAhKIkpw3+tO | |
PfMnt9gpT6Hg87g4/rp2jW8cHBhhYvJy/EOfkCB3+1i/Xm7NMmkS9Osn11ULwlOQVZwlB+uUAM6n | |
nsc/2R81VTU5VJvLs9YtzFugpyl6pQuCIDyO5ypIHzp0iClTplBZWcmYMWOYMWNGjfecPHmSTz75 | |
hIqKCgwNDTl58mTNgTzmRUVEfEjhHkP8SoeQ2TyZuat/xLCjPwtMLnN4pxn29h+jp6fHmDF65OcH | |
4GL/G342fnid9qKOkwYOfn787eFBMy0tOR1//DGEhVUFqX5/9KO1RWtmvTar6pyVlXIjiHfekXPX | |
nbKzs2nRogVLlixhyJAh/zl+eTvxTpiavo+1dc17eD+SJJH4dSKpP6fivtcdrWZaD32MhxGYn8+4 | |
yEi01dRY4+yM88tSFlFeLnf6+P57uS3ihAny6tIXsXuJ8EKTJInEvMSqYB2QEsCFtAuYNTSjlUUr | |
WprLs9ZNTZuKHteCIAgPoTaDNNJjUCgUkoODgxQXFyeVl5dLTZo0ka5cuVLtPbm5uZKrq6uUlJQk | |
SZIkZWZm3vVYjzkUKT19ixR4oJd04s0LUht/f0nS0pJG/z5UWnZ6taStLUn//ntRcnBwkMrKMqXT | |
p3Wk8vIcKfbzWCnifxGSJEnSt4mJ0tCwMPlgSqUkde4sSb/8UnX82JxYSX+JvhSfG1/tvOHhkmRg | |
IElRUXcfV1BQkGRoaCgFBwff9xpKS1MkX197KTn5p0e7CZIkZfyVIZ0xPCNd23XtkY/xoBRKpbQ8 | |
MVEy8PGRFsXHS+WVlU/8nE/VxYuSNHq0JOnqStLIkZIUGPisRyS84hSVCiksI0zacHGDNH7feKnZ | |
mmZS/a/qS14/e0nj9o2T1l9cL4VmhEqKSsWzHqogCMJz63Ez5+0ea0ba19eX+fPnc+hGl4vFixcD | |
8Nlnn1W9Z/Xq1aSnp7NgwYL/PNbjfjooLU0m8HxTlH130neXCnFLF3O1dxO+0Aqk/o6jDBok8fXX | |
jdm4cSPa2ivR0WmPkepYzrudp3Vsa0q1VLDz88O/eXMcNDUhIAAGDoTIyKpFaAtPLSQoPYhdQ3dV | |
O/fy5bBzp9wU4m57mGzdupU5c+Zw/vx59O/smXeHkpIYgoI64uCwFBOTYY90L/ID8wnrH4bFJAus | |
Z1g/8dKL+JISxkVGcq2ignUuLjTXerKz4U9ddra8AHX1arCwkL9+GDy45haXgvAMlCpKuZR+qdrM | |
dWpBKs3MmlWrt7bRsXk5yrAEQRAeU23OSD/WEvGUlBSsrKyqXltaWpKSklLtPVFRUeTk5NC5c2da | |
tGjB5s2bH+eU96ShYYlaXV3qtUplYEpDTgweTMsL6QSkBNBzQA47d6owYsQINm/ejJnZGNLS1qFu | |
po5BbwPS1qehpabGOHNzvktKkg/YqhV4e8tf8d8wvd10QjJCOBJzpNq5P/5YrpFeufLuYxs+fDj9 | |
+/dn+PDhVFZW/ud1aGo64Ol5iOjoKWRn73+ke6HdQpvm/s3J/CuT8PfDUZYpH+k4D8pWU5NDnp5M | |
tbSkV0gI02NiKL7Pdb5QDAxgxgyIjYX/+z+5jtrWVt5SPi3tWY9OeMVpqGngbenNR60/YvOAzURM | |
iiBxSiJzOsxBT1OPraFbabu+LSbfmtB7a2++PP0lR2OOklea96yHLgiC8MJ7rBnpnTt3cujQIdau | |
XQvAli1b8Pf35/vbwuekSZO4ePEix48fp7i4mDZt2rB//36cnJyqD0RFhS+++KLqdadOnejUqdND | |
jSc8fAwlh825mjaYUwNLWdO/PwO+a0UPm4H8X4/3OHs2gc6dm5OSkkxQUGPc3HYgRThxefBlvGO8 | |
uVZZQeOAAMJbtcJYXR2uXoWOHSE6GrS1AdgbvpdZJ2YRPD4YNdVbC9FiYqB1azhzRl6rdieFQkG3 | |
bt3o3Llzteu8l7w8P8LC+uDmtgtd3dce6j7cVFlUydX3rlKRVYH7Hnfq6j35LhvXysv5JDoav/x8 | |
fnFxoaveS7ow6vJl+OEH+OMP6NkTJk+GNm3EzonCcys5P5mAlAD8kv3wT/HnQuoFbHRtaG3RGm9L | |
b1pbtMbN2K3a/68JgiC8DE6ePFltfd78+fOfj8WGfn5+zJs3r6q0Y9GiRaiqqlZbcLhkyRJKSkqY | |
N28eAGPGjKFnz541dv6rjWn29PTNpIb8RcnSebyzoIy499/nwLx3WKcaRMXm3bzzDvz0Uwc+/fRT | |
mjQJobw8DWfn1VxodQGbuTYY9jZkfEQERurqLLSzkw/67rtyO7Qb235LkkS3zd0Y2GggE1tNrHb+ | |
1avlTfTOnr17s4e0tDSaN2/Opk2b6N69+32vJyfnGFevDsfT8xBaWs0e6Z5ISomY6THkHMzB44AH | |
mrZPZ1HS/uxs/hcZSVc9Pb51cHjxW+Xdy/Xr8Ouv8mY+2tpyoB42DOqJbaKF55tCqSA0IxT/FP+q | |
cJ2cn0wL8xbVwrWZltmzHqogCEKtem66digUClxcXDh+/Djm5ua0atWKbdu20fi2Przh4eFMmjSJ | |
w4cPU1ZWRuvWrfnzzz9xdXWtPpBauKjS0kQunG9B5Zs7ePefOhw/dhgLqQKzBqv51iSDQ/9o0LPn | |
Wg4fPsyWLcsJDGxCmzbJXNucR+b2TDwPeBJdXEyboCDiWremoZqaXCPdrp08K31jI5KQjBC6b+5O | |
+MTwaq2olEro3l2eoJw+/e5j/Pfffxk+fDiBgYFYWFjc95oyM3cRFTWRpk1PUr++yyPfm+RVySQu | |
ScR9rzvaLbQf+TgPo0ChYFZcHDszM1np6MhgI6OXt0ZTqZR7Uq9cCSEhcreP8ePlDV8E4QWRW5JL | |
QEpAtXDdUL1hVaj2tvSmmVkzNNQ0nvVQBUEQHtlzE6QBDh48WNX+7oMPPmDmzJmsWbMGgHHjxgHw | |
7bffsnHjRlRVVRk7diwfffRRzYHU0kX5+dmjOm8xO0Y2wsY4k4lz59JhTB0mNZnJ2M5vEBaWi7u7 | |
LfHx8SQlvYux8dsY6QzHz9qPZgHN0LTT5K3Ll2mnrc2Um/XfI0eCvT3cVpIx/p/xaKhpsKLnimrn | |
j42Vy6v9/MDR8e5j/Prrrzlw4AD//vsvdR9gpjYtbSPx8fPw8vJBQ8P6vu+/l8w9mUSOjcRlowuG | |
vZ9eO7dzeXmMiYjApX59fnJywvRln629fFne1GfHDnnB6pQp4OHxrEclCA9NkiSic6LxS/arCtZX | |
s67iauSKt4U3rS3lcO2g5/DyfkgWBOGl81wF6dpSWxcVHj6K0iO2JKYPZv1QBXvbt2fV9mmEKzOI | |
/X41o0fD9u2D6dGjB/37G5CcvBIvr1NEfxqNSl0VHBY7EJifz8DLl4lp3Zq6qqrybLS3N0RFwY2a | |
38yiTFxXu+IzyodGhtWLopctg/374fjxu5fMKpVK+vTpg6urK0uXLn2g60pK+o60tHV4eZ2hbt3/ | |
7vzxX/L95Y4eNl/YYDH+/jPitaVMqWRhfDxr09JY7ujIMGPjl/8f3sxMWLNGrvlxdYVPPoE33qi5 | |
e48gvEBKKkq4mHZRDtcpfvgn+1NcUSyHagtvvC29aWnREl0N3Wc9VEEQhLsSQfo/pKdvIjV0N5WL | |
v6DbvEKyliwhY2A32uZ9x5yGCRw9qsLbb+/ixx9/5OjRg/j6WuPl5QMpFgS1C6JNUhtU66nS9dIl | |
Rpqa8p6pqXzgDz4Ac3NYuLDqXMvOLeNE/An2D6/eXUOhgLZt4cMPYcyYu48zOzub5s2bs3LlSvr1 | |
6/dA1xYdPY38fF+aNDlGnTqPXutcElNCSK8QDAcYYv+1PSqqTy/QBubnMyoiAgcNDX5ydsbsZZ+d | |
BnmTlz//lPskFhXJbV5GjoQGDZ71yAShVqTkp+Cf4o9/sj9+KX5cSL2AtY51tXDtbuxOHdW79AcV | |
BEF4ykSQ/g8lJbFcvNCeyjf+YNoRTZZdDqa9ry9OTU6x7vWd9GvdhNjYEhwczAgPD6ew8Bvq1GmI | |
nd0Cgl8PxnSkKSbvmHAkJ4dPY2IIadFCnjmNi5O3Do+MlNuhAeWV5bivdmfVG6vo6diz2jhCQqBb | |
N7h0Sc7fd+Pv70+fPn3w8/PD3t7+vtcmSUquXh1BZWURbm47UH2M1fUV2RWE9g1Fw1qDRr82QrXe | |
05slvX12+jtHR4a/CrPTAJIEPj5yoPbxkT9lTZwIt7WQFISXgUKpIOxaWFU5iG+SL6kFqbSyaEUb | |
yza0tWqLt6W32O5cEIRnQgTp/yBJEr6+5qjN+5kTHzhR5FDMwgEDmPLLQAwbGHFq4edMmAC7dr2L | |
t7c3I0e2JyysP97esWTtzSZpaRLNzjZDkiQ8AwP5zsGB7jc3URk3DvT1YdGiqvPti9jHjGMzCB4f | |
TN061eud58yRdxnfteveXdFWrVrFpk2bOHv2LBoa91/Ao1SWExr6Jhoa9jg7//xYAbSypJLw98Ip | |
zyjHfe/TaY93uwsFBbwfHo69hgY/vyqz0zfFxMg9yn/7DXr0kMs+WrV61qMShCcmuzgbv2Q/fJN9 | |
OZd0jvOp57HStqKNZRvaWMnhupFhI1RVROmTIAhPlgjS93H58lsojniTldmLLwaXcGbQIPx++pwp | |
yWsZVenHyZMwfPg+vvnmG3x8fDh/vglOTqvQbvga/nb+ePzjQcMmDdmQlsaOzEwOeHrKB05MhKZN | |
ITy8qhuDJEm8vuV1+rn0Y1KrSdXGUVYmv33hQnkjvLuRJImhQ4diaGjI6tWrH+j6FIoCLl3qiKFh | |
f2xt5z7qbZLPr5SImRZDzpEcmhxuQj2Lpxtmy5RKvkxIYE1qKt85OPCOicmrMTt9U16evMHLqlXy | |
VxdTp8KAAXffIlMQXiI3Z63PJZ2rCtc5JTl4W3pXzVq3smiFdr2n02VIEIRXhwjS95GUtILc8GAU | |
iz6iw7wC0rdvR8PGCiPlYnyGhNPey4TExDLs7MwJDg5Gkv6kqOgyjRptIH5hPGUpZbj87EJpZSW2 | |
fn7827QpjW/Ws06YALq61Walb7bDi5wUiY6GTrWxnD0Lb70lz0zfa3fw/Px8vLy8+Oabbxg0aNAD | |
XWNZWTpBQe2wtv4Mc/Oxj3SfbpIkiaRvk0j5MQXPQ540aPT0a3cvFBQwKjwcu1dxdhrkwvq9e+WV | |
qhkZ8gz1qFGijlp4pWQUZuCb7Itvki/nks8RlBaEvZ49ba3aVoVrR33HV+vDtiAItU4E6fvIzz9P | |
+JXRlHVfzRfHGvB/man0XLWKIWN16enYk/WTRjNnDmzfPhp3d3cmThzG+fOutGmTguJaHc67nsc7 | |
wRs1bTXmxcWRXl7Ozy43ejjHx0Pz5nIHj9uS8ai9ozBvaM5XXb+qMZ7Jk+U1Zhs23HvMAQEB9O7d | |
m4CAAGxtbR/oOouLo7h0qQPOzmswNOz7EHfo7tJ/Syfm/2Jw3+OOjrfO/f9CLStXKll4Y3Z6mYMD | |
775qs9M3nTsH334r11GPHw+TJoGJybMelSA8deWV5VxKv1QVrH2TfClRlMjlIDdKQlqat6SBuvjA | |
KQjCgxNB+j6UygrOntVHc/Y+zkw0JdVDyTetW/P70e/YmXCQNom7iImBAQMOM3fuXPz9/QkJ6YWJ | |
yTuYmLzD5SGX0e2oi8VECzLKy2kUEEBUq1YYqqvLJxg9Gqyt4cZujSBvv9vk5yYEjw/GUtuy2ngK | |
CsDdXQ7SXbvee9zffvstu3bt4tSpUw/UXxrkDw2hob1wd9+Ljk7bh71VNWQfyCZ8ZDiNNjXCoJfB | |
Yx/vUVwsKGBkeDhOmpqscXbG6OZ9f9VERckLE7dtk2uDpk6Vd9kUhFdYcn4yvkm+VeUgoddCaWTY | |
iLaWbatqrW10bF7ND+GCIDwQEaQfwKVLnVE7OoLs3LZ8OrCQwE8/JW/KBKwjxnG2fwbdO2sQH1+B | |
lZUF/v7+1K/vT3r6Rpo0OUzu8VyiP42mRZDcsWN0eDgOmprMtrGRDx4dDW3ayAvGtG/V7806Pov0 | |
wnQ29Ks59bxvH3z6qdzN415rCpVKJW+++SbNmjXjq69qzmzfS3b2QcLD36dp01M0aNDo/n/hPvL8 | |
8gjrH4bDEgdMR5o+9vEeRZlSydy4OH7LyOBnZ2f6GT69DWSeO5mZci/q1avlBYnTp8Nrr917Basg | |
vEJKFaVcSL0gl4TcCNdAVSlIG8s2NDdvLnZjFAShigjSDyA29nNKoosp/+Y9OnxRQOK5c+ilptKu | |
SSBzO8xlar8ebNgAGzeOx87OjmnTPsLX14KWLUNRr2uOv5M/rn+4ot1Sm9DCQnqEhBDv7Y36zc00 | |
3n0X3Nxg5syqc+aV5uH8gzPHRhzDw6TmTnYDB4KnZ7WJ7BquXbuGl5cXmzZtolu3bg98vWlpv5KQ | |
sIBmzXxRV3/8MoCiq0WEvBGCxf8ssJpu9cxmd85cv87I8HA66OqywtERHbVHb/n3wispkbt8LFsm | |
1+lPmyb/Ur3K90QQ7iBJEgl5CfIixhslIeFZ4XgYe9DOqh3trNvRzqodJg1FuZQgvKpEkH4A2dkH | |
SYhdQlHXhXx9QotxlWX0HzmSxeveJzk/GZ2zP6BUwuuv/8vUqVMJCgoiImIsmpqOWFvPIOHrBErj | |
S8TuLecAACAASURBVHH5Ra6N/n/2zjs8qmpr4296IY1UEkIoAUJHQmgSmoodAUVFEVERUUEvygVF | |
/BQvV4qggooogigoAgKCSu/JTHrvvfdeZjL1nPf740AgpJAQEK7O73nOk0lydjlnTnn32muvdd+l | |
BC1zLydoSUoCpkyRcoJftSDsi9AvcCLjBI7NOdasTwUFUhQPuRy47HLdEmfOnMG8efMQFRUFtw74 | |
xmZnf4iqqhO4667zMDGxbne51lAXqBH3YBwc73eE90bvvzRxy9Uo9Hr8OzMTJ6qqsHPAAEzp+g+P | |
PSuK0hTHxo3SRfXWW5K7kY3N7e6ZAQN3JEqtEuFF4ZDnySHPlyO4IBhOVk6Nonp8j/EY6DLQEHrP | |
gIF/CAYh3Q50uhqEhPSAxRunEPYfJ6QNAL6YMAGpR3fhQfmr2DcuC/PmGSEhQYCnpycuXrwIV9cy | |
pKUtxKhRCdCWaBE+OBxj88bC1MYURysr8X/Z2YgcOfKKdfbJJyUXj7ffbmxXK2gxaMsgfPvot7i3 | |
T3OH6E2bJA105kzbM/MrV65EZGQkjh07BuN2ppQmiZSUeRCEegwefABGRp0Poaar1iF+Wjwse1pi | |
wM4BMDa/fS+a45WVeDk1FU+6uGBtnz6wMoSIA0JCJEF98aKUSnPxYsDd/Xb3yoCBOxqRIpLKkxqF | |
tTxfjmpVNcb1GNcorEd1HwVrs84bJAwYMHDncTM15992+G1m5gBLy96wfrQQvvFGOFdTA9x/P/qH | |
Z0Ev6mHTKxV1dUB6ugmefPJJ7Nu3D/b24yGKatTXR8LC3QL2E+1Rvq8cAPCQoyMaBAEBtbVXGnn/ | |
fUnEqFSNfzI3Mcfae9di2ellECk269fixUB1NfDTT233f9WqVairq8Nnn33W7mM2MjKCj8926PU1 | |
yMz8d7vLtYVZVzMMPz0cgkJA/LR46BX6m1LvjfCQkxPiRo1CiVYL38hIhNfV3ba+3DGMHQscOCAJ | |
6tpayd1o/nxpxsSAAQMtYmxkjCGuQ7DQbyF2zdyFzDczkbQoCfNHzEdlQyXeOfMOXDa4YMz2MXj7 | |
5Ns4mHQQJYqS291tAwYM3IH8bS3SAJCW9hqEVHfots/ExH/XIDU3F26HD+OVeY4Y4DwAGbvfRs+e | |
gL+/HK+88goSExORk/MRdLpK9Ov3BSr+rEDuf3MxMmQkAGBrYSFOVlXh8NCr/J8fewy4/35JIV+C | |
JMbuGIs3R7+JOcPmNOtXeLhULDGx9djSAJCTk4PRo0fjzz//xOgOZL3T6aoRHX03PDxeg6fnm+0u | |
1xaiXkTawjQoE5UYdmwYzBz/2iyI17K3tBT/ysjAax4eWNmzJ8zaabX/21NZKS1K3LIFGDMGeOcd | |
4O7OR3MxYOCfhkqnauIOEpQfBAdLhybuIINdBxvcQQwY+B/E4NrRTkpKfkJZwSHUPfg2Npy1wzMW | |
5ph99934LWAbvo7+FsvcTuPDDwG5XESvXr1w7NgxeHtbIypqLMaNKwREE4T0CsGw48NgM9QGyksJ | |
WkJ8feFtZSU1EhYmhSbLyACuCtMWmBuIub/NRcrilBZXi7/xBqBWA9991/YxHDx4EMuWLUNMTAzs | |
7Nqf4UulykZ09Hj0778Vzs7T212uLUgic1kmqk9WY9ipYbBwv71JU4o0GsxPTUW5VotdAwdikCF5 | |
yRVUKmDnTmnGpHt34N13gYcfNkT6MGDgBhEpIqUipYk7SEVDBcZ6jm0U1qO7jzbEtDZg4H8Ag5Bu | |
J5KYvBtGcw8hdpsrojz12Pb441B8twXuF6ch941iePewQVIS8Mknb8HBwQEffvghoqLGoWfP/4OT | |
08PI/iAb+ho9+n3RDwDwTmYmdCQ+69v3SkMPPCCJ6QVNMwzO2DsDE7wmYOndS5v17fIs/N69gL9/ | |
28excOFCqFQq7Nq1q0PHX1cXhvj4RzB06DHY2Y3qUNnWIIm8tXko3lGM4aeHw6qP1U2ptzP92VZc | |
jJVZWXivZ08s8fSEsUEsXkGvl1w/1q+XPi9fDsyeDbQzTrkBAwZap1RRiqD8oEZhHVcah0EugzC+ | |
x3j4e/ljfI/xcLc1rFkwYOBOwyCk2wlJBAd3h+2eH6Du1xfPjClDxi+/AN26YYrHKbw99m388tE0 | |
TJ4MDB4sx6uvvor4+HgUFHyFurpgDBr0M1Q5KkT6RWJc/jiYWJkgV62Gb0QEcseOhc3lsGMyGfD8 | |
80BaWpNQZCkVKZiwcwJSF6fC0aq5D8evvwIffQRERTUxZjdDqVTC19cXq1atwjPPPNOhc1Befhjp | |
6a9jxIggWFn16lDZtijcWojcj3Mx7MQw2Ay5/dEiMlUqzEtOhrmxMX4cMAA9WgvW/U+FBE6flgR1 | |
Roa0QPbllw0pyA0YuImodCpEFEU0Cuug/CDYW9gb3EEMGLjDuKMWG544cQIDBgxAv379sH79+lb3 | |
Cw8Ph6mpKQ4dOtTZJtuNkZER7O39YTYhFdZhatQJAnKnTgXOnMFDfR/C8YzjmDEDOHwYGDduHCor | |
K5GamgpX16dQWXkUer0CVr2sYDvSFhWHKgAAPS0tMdHBAT+Vll5pyN9fynT4yy9N2h/gPACPD3gc | |
62Utn5dZs6Ri11tP2KVLF+zZswf/+te/kJub26Fz4OIyA15e7yA+/mHodDUdKtsW3V/rDu9PvBF7 | |
XyzqQm//oj9vKytcHDEC93XtipGRkdh79fdjQHLpuP9+4OxZyUIdGAj07i0FNa+ouN29M2Dgb4GV | |
mRUm9JyAd/3fxR/P/IHyZeU4+uxRTOo5CaGFoXhi/xNw+sQJD/38EFZfXI1z2eeg1Cpvd7cNGDDQ | |
CTplkRYEAT4+Pjhz5gy6d++OUaNG4ZdffsHAa9IYC4KAqVOnwtraGi+++CKeeOKJ5h25BRZpACgo | |
2IzaojjUzXoZm47b4UFra7w4dCgSE87j0SNPIeaFLPToYYSCAuC99xbDw8MD77333qWU4c/Bze1Z | |
lB0oQ+FXhRhxYQQA4Fx1Nd5MT0f8qFFXQuGdPHkldeFVC98K6wox7JthiHs1Dt3tujfrX3Y2MGqU | |
tACxd++2j+WTTz7Bn3/+ifPnz8Okg6Hf0tP/BaUyHsOGnYCx8c1LuV15tBIpL6Zg0C+D0PXeOyO+ | |
c0RdHeYkJ2O0nR2+6tfvn53EpS3S0iQf6gMHpARDS5cCl7N3GjBg4JZQpiyT3EEu+VrHlsZikMsg | |
TPCa0OgOYkgWY8DAreWOsUiHhYWhb9++6NWrF8zMzDB79mwcOXKk2X5ffvklZs2aBRcXl840d0PY | |
2Y2HEqEQtSLuU3TBRbUauOsuDEqrhl7Uo1iXivHjgePHgVmzZuHAgQMAADe3OSgt/RkA4PyYMxqS | |
G9CQ1gAAmOLgAAA4X3OVhff++yX/jKNHm7Tf3a47Xh7xMlYHrG6xf717SwnqFi+WZt/b4t///jdM | |
TU3btPy3Rt++n8HExBapqQtu6oDF6REnDD4wGEnPJKH8t/KbVm9n8LOzQ5SfH2xMTDA8PBwBNTfP | |
Ev+3on9/YNs2KXyMtTUwcqQkqOPibnfPDBj42+LaxRUzBszAhvs3IGh+ECqXV+LzBz6Hi7ULdkTv | |
wIAtA+DzlQ/mH5mPndE7kVGVcUuMTAYMGLg5dEpIFxYWokePHo2/e3p6orCwsNk+R44cwWuvvQYA | |
f3mqaRub4VCrc2B3rzFGxhvhQk0NcN99MLrs3pF+HNOnS0lSJkyYgMLCQmRlZcHJaTpqa+XQasth | |
bG6Mbs93Q/GO4sZjWNy9O768+liNjKR04WvXNlPE7/i/g4PJB5Femd5iH99+W7JMtzAGaYKxsTF+ | |
/PFHbN68GWFhYR06D0ZGJhg0aA+UykTk5a3tUNnr4TDRAcNODEP66+ko+fHOiLXaxcQEW/v3x1f9 | |
+uHppCSsyMqCVmwe19sApAQu69YBmZnA0KHAgw9KET4CAq4/ujNgwECnsDS1hL+XP1ZMWIGjzx5F | |
5fJK/PrkrxjpMRKns05jyo9T4P6pO2btn4VNIZsQWRQJvXj74vkbMGCgKZ0S0u0RxUuWLMG6desa | |
zehtjaxXrVrVuF24cKEzXWvE2NgMtrZ+ML83E11C1VCJInLuvbeJn/Sjj0oWadIEM2bMwMGDB2Fq | |
agMnp4dRXr4fAOD+sjtKfiyBqJXE2HNubgioqUGuWn2lsccfl/xNAwKa9MHRyhFvj30b/3f+/1rs | |
o7k58NVXwJIlQEND28fTo0cPfPXVV5gzZw4UCkWHzoWJSRcMHfo7ioq2oqzsQIfKXg9bX1sMPz8c | |
2R9ko2BzwU2tuzM86uyMGD8/JCiVGBcVhRSlwR+xVeztpbjTWVnAzJnSYsS775YWERgGIQYM/CUY | |
GxljmNswvD7qdex5Yg/y38pH6MuhmDlgJlIrUvHCkRfguN4RU3dPxUcXPjL4WRsw0A4uXLjQRGPe | |
TDrlIx0SEoJVq1bhxIkTAIC1a9fC2NgY77zzTuM+ffr0aRTPFRUVsLa2xnfffYfHHnusaUdukY80 | |
AGRlvQddqYjalx7HxgNd8IiDA+YNGoT6pBh47BqGkqUlmDC2Cz7/HNBqT+P9999HaGgoKiuPIjd3 | |
DXx95QCA6EnR8HzTEy5PSC4qb2dkwMzICOu9va80tn07cPCgpMyvQqlVot+X/fDns3/C1923xX4+ | |
8wzQpw/w8cfXP6aXXnoJRkZG2LFjR4fPR319FOLiHripYfEuo85TI3ZqLFxnu6LXql5/+QxEa1wO | |
k/d+djY+6tULr3l43DF9u2MRBElEr18P1NcDy5ZJrh9thZgxYMDALadKVYWg/CDI8mQIzAtETEkM | |
BrsMhr+XPyZ4TcB4r/Fw7eJ6u7tpwMAdyx0T/k6v18PHxwdnz56Fh4cHRo8e3eJiw8u8+OKLmDZt | |
Gh5//PHmHbmFQrqi4k8UFGxG/eQPkBTghRBzFXYuWwbMnYspqq1YOm4pwn9+FEolsHatDu7u7oiK | |
ioKnpzuCg7vD1zcUVla9UbK7BGV7yjDs+DAAUsi1sVFRyBs7FlaXF/9pNJIa/vNPYMSIJv34Ovxr | |
/J76O048d6LFfhYVAcOGAXI54OPT9jHV19fD19cXa9euxaxZszp8TqSweIvg6xsMS0uvDpdvC22Z | |
FnEPxMF+gj36buoLI+POCVZR1EMQ6gAYwdTUHkbXhI4SVAKEegHGVsYwsTFpJpBJokavh4mREfLU | |
aryYmgpXMzN8P2AA3K4WhSqVtJmaAjY2TRaNXotKp4JCq4CVmRWszayvG85KrZaqFgTAzq79WlQQ | |
BNTW1oIkTExMYG9v3+EBgCjqoNfXwsjIGMbG1jA2tuhYHSRw4QKwbh2YmAThzeUQn5wLI4cuMDY3 | |
hrG18U0blOhEEXWCIB2vkRHMjY1hbXzz6m+5UR2gUEg/zc2lzcIC6OCC3psBSWgFLRp0DdAKWpga | |
m8LU2BTmJuawNLW8owd/er00o6ZWS55upqbSKTQzAywt/565gARBgFqthiAITTYzMzNYWVnBwsIC | |
xn9B1tXLYfcuC+ug/CC42bjBv4c/JvSUFjF6d/W+o6+faxFFHUSxAWTLs2HGxuYwNrZq9j4w8PeB | |
AiGqRYg6EbgsD6/9aQQYmRvB2MIYRqZG7b7G7xghDQDHjx/HkiVLIAgC5s+fjxUrVuDbb78FICUS | |
uZrbJaS12gqEhnrDbu0FCHNdMKt3AbJCQ4GEBHzyQj/k1uTiRbctmDMHSE2VrL3Dhg3DkiVLkJa2 | |
CBYWHujZcyWEBgHBnsHwi/WDZQ8pTvGjcXGY6eKC+e5XBd3/9FMpDMfevU37IWgxcMtA7HhsByb3 | |
mtxiXz/7DDhxQgoCcr3rISwsDNOmTUNkZCQ8PT07fF7y8jagtPQnjBghg6mpbYfLt4W+Vo/4R+Nh | |
1dcK/b/rD2PTjj3sFIo4lJb+hKqqU1CpUmFsbAlShChq0MVqKMzzx0H4/R40nHSBvkYPExsTiA0i | |
TGxM0GV4F5T4W+L0ZOKEVT2y1GpYGBlBBKAWRfS0sICpkRGM8/OxIy4OYwMDgaQkKUuOlZWkCAQB | |
8PYGRo2C+p6JONnPGMfK5IgsjkRyRTIEUYCNuQ3UejX0oh7ejt4Y6joU9/a+FxO7P4CkYC8EBACh | |
oVLY5tpaaT2fiYn02cYGGDAAuOsuYPJk4L77ACOjKpw7dw4BAQGIjY1FSkoKqqqqYGNjA2NjY+h0 | |
OqjVari7u2PQoEG46667cM8998Df3x9WVlYQRQ1qa4NQU3MRSmUCGhqSoFbnQRTVMDW1ByBCEFQA | |
BFhY9ISVlTe6dBkEO7vxsLcfDwuLK9ewqBOhiFagVlYLZbwSDWkNUGWooK/UwQhamIhqiBbWoJEZ | |
KAIW7haw8LSA9WBr2Ay3ge1IW9j42rT4vasFAXFKJcLr6xGnUCBLrUaWSoUSrRYaUYStqSmMAYgA | |
NKIIkYSzmRk8LSwwwNoaPtbWGNylC8bZ2cGlPSMSnU76fqOjgfh4IDdX2vLygJoa6bu2tZWUn04n | |
DYa1WsDREejWTdr69AEGDpS2YcMkv/IbQCtokVKRgpSKFKRWpCK9Kh2F9YUoUZSgRFGCGnUNTI1N | |
YW1mDTNjMwgUoBN00ApaAICztXPj1tuhN/o69m3cBroMhLnJzZ8t0OmAnBwgPV0K9JKVBZSUSFtp | |
KVBeLo1DBEG6xi0tpbGXIEi3kk4nfXZwkLauXaVkm56eQI8eUgjQAQMk44HV7c3vBAAQRRH5+flI | |
T09HQUEBCgsLUVRUhKKiIpSWlqKmpga1tbWoq6tDQ0MDLCwsYGJi0mS7fK9qNJpGUe3o6AgnJ6fG | |
n926dYOXlxe8vLzQs2dPeHl5wdnZ+aaIXUEUkFie2CisA3MDIVCAv5c//Hv4w9/LH8O7DYep8a2P | |
aEQSOl0Z1OpcqNV50OnKoNOVQ6ergE5XAa1W+iwICohiAwRBeUlAEyYm1jAyaj6gldxEtRBFNYyN | |
LWFsbA0TE2sYG1vD1NQBZmbOMDNzuvRT+mxu7g4Lix6wtOwBU1PH/6lBxf8iJKGv0UNbrIW2RAtt | |
qRb6aj30NXroq/XQVesaP+tr9BAbRAgqAaJKlMSzSgT1hLGVJJBhdJU78eWvzgiACIhaEaJGBERI | |
gtpCEtbGlpJxzdTOFCZ2TX/229TvzhHSN4tbKaQBIDR0ABxDNgHZ3rj7yTJE2trC67HHEB/yO6bv | |
m4H0xZnw8jLC+fNARsYxrFmzBjKZDLW1QUhNfRmjRiXCyMgIaa+nwdzdHL3+rxcA4GRVFd7JzES0 | |
n9+VL7m+XnrxBgcDV2dABLAnfg++DPsSQS8FtXgj63SAry/wwQfAk09e/7g+/vhjnD17FmfOnOmw | |
5YMkUlMXQKcrxZAhh1t8YHUGQSkg4fEEmNqZYuDPA2Fsfv3+KZVJyMh4C0plItzdX4ST06Po0mUY | |
TEysoKvSIXt9MkqDAmD+eBS0w/6Era0fevt8CHv7MVDq9fguKg/nLhZhotwId10UYOlvh/4f9oKr | |
nxRpRa/XI33/foRfvIhDffvi1LBhGKrRYMvgwfDr3fuKFVqhQHrIMYT++jmcAiLgnwfkT/aF7o3X | |
0WfK47Axt2n8/lQ6FdKr0rEvMBI/B59FnulJOGiHYqrzfCwY9xSGDDKDq+uVqkURqKqStF1YmB57 | |
9pQiPt4BZAiGDInE7Nlm8PMbikGDBsHV1RWmV4XvU6vVKCwsRGJiIiIjI3HmzCnExsZg5Eh73Hdf | |
LaZOHQJX1/vQpctwdOkyCJaWvWFiYtPkWhMENdTqHKjVWVAo4lBXJ0dtrRzmpp6wLn0QuiN3Q3HA | |
CZa9LGHvbw+bETaw9rGGVT8rmDmZSd9jSork8vH77xDmvQLtU69BrbKFMkEJRawC9aH10BRoYD/J | |
Hk6POqHm/i44ilqcrKpCSF0d+llbw8/WFiNsbOBtZYU+lpboZm4OG5PmMwoNgoAKnQ55ajVSVSqk | |
NjQgTqFASF0dupmbw9/eHg85OeGBrl2lJEk6HRAWBpw5IyWhiYqSwvr5+koiuHdv6fcePQAnJ8kC | |
fe29KAhAZaWkFouLpdFQcrK0xcRI0wrjxgHjx0uZTa+5zy9T0VCBc9nnIM+TI6woDHGlcfCy98JA | |
54HwcfJBf6f+8LTzRDebbnC3dYeDpUOr4kalU6FSVYmKhgqUKcuQXZ2N9Kp0ZFRlIK0yDTk1ORjs | |
Ohh+7n7w8/DDxJ4T0dexb4cEg04njTciIoDISGlLSZHGDf36SZu3N+DhIY0v3NwAFxdpHNLSabyM | |
RiMNIGtqpNNaVATk50tbbq5kwMjIkOodNEha8zpmjLR169bu7ncIksjNzUV0dDSioqKQmJiI9PR0 | |
ZGZmwtHREf369YOXlxc8PDzg4eGB7t27w83NDQ4ODrC3t4ednV3jILetNrRaLZRKJaqrq1FZWdm4 | |
lZSUIC8vD3l5ecjNzUVeXh40Gg18fHwwaNCgJpu3t3enLNskkVeb1yisZXky5NXmYaznWElce/lj | |
TPcxN5zenCQ0mnw0NCRDqUxCQ0MK1OosqNV50GjyYGzcBZaWPWFp6QVz824wM3O5SuRKn01N7ZoI | |
YmPj62dflYwraghCQ6MI1+trGkW6Tld5lWAvgkaTD7U6H6QOFhaesLDoASurPrCy6g9rax9YW/eH | |
pWXvmxoi9u+Kvl4PdbYaqiwV1NlqqLPV0BRorgjnEi2MzI1g7m4OC3cLmLmawczRDKZdTWHqYCr9 | |
7GoKs65mMLE3gUkXExhbXRK/VtJnI7P2W5iBSxZsjXhlU4sQlSL0dXoIdcKVn7V6eC31MgjpjpKS | |
8iJMy4ai5u2JWPeDJaY7O2Oury8YEIAev0/G2efP4rOVPujfH1i8WAN3d3ckJCTA3d0doaF9MHjw | |
IdjajkB9ZD0SZyViTOYYGBkbQSQxMCwM2318MOFSWDwAkhIuLQUuWecvI1LEiG9H4D+T/4PpA6a3 | |
2NfAQODZZyWhZXsdQ7EgCJg8eTKmTZuG5cuXd/i8iKIWcXEPwsZmBPr2/bTD5a9bv0ZE0uwkiFoR | |
gw8MholVy2JdFPXIyfkAxcXfoWfPD+Dh8Wrjg5QkSn8uRdayLDjPcIbXCi9YellCEFQoKfkBubn/ | |
QZ3Nw1iieAZD7d2xwssLvra2EFQCir4tQv4n+XB8wBHej+TBbNXbkkls5Upg6lTkaLV4PCEBcUol | |
HnFywnYfHyiUhVh+ZjlkeTIsHrUYC/0WwlkhAj/8AHz+uSSe1qyRwsdBWlv67rvS1/3mm8ATT2sQ | |
WvUnvgr/Cjk1OVjhvwIvjXipiUCqr6/Htm3b8Pnnn2PgwIF47rkFAKZj924LpKRIIREXLGg98aBG | |
U4KCgs9QXPw9yEGIjh6AQ4eSkZiYgoULF2LJkiVwdna+7vdDEnWhdSjcmo+KtAswnxUK/fCzsLLr | |
ie5er8PF5UmYmLSRJTIvT5qB2b0bePppyY+6Tx8AQFG+Aid+y0PdH1XoH6xHra8F7F50hf8zXrC3 | |
7HyKcoFEglKJgJoa/FlRgeDqakwqKMCTv/2GWYWFsJ40STL1jx9/czM4kpJpNihIullPnJDqf/hh | |
cOZMRPa1xqHUwziVeQrpVemY2HMiJnpNxOjuozHSYyRszG9NJlClVomYkhhEFEUgrCgMF3IuwNTY | |
FPf0vgf39b4PD/Z9EE7WTk3KCIIkls+fl7agIGmcMWqUNO4YOVIae/wVlmK9Xgocc3msEhoqbba2 | |
wNixwMSJ0tfZv/+NuYkoFAoEBwcjMDAQQUFBiIqKgqWlJXx9fTFixAgMGTIEPj4+6Nu3L2xsbk+2 | |
1rq6OiQnJyMpKalxS0xMRHV1NXx9fTFq1KjGrWfPnp2yqlapqiDPk0OWJ4MsX4bYklgMdh3caLH2 | |
9/KHS5fmIWsFQQWFIhb19RFQKCIvzX6lwMTEFtbWA9GlyyBYWw+ApaU3LC29YGHhBVPT25/99mr0 | |
+npoNPnQaPKhUmWhoSEVKlUaGhrSoNEUwNKyB6ytB8HGZjhsbIajS5fhsLLq849zIxHUAlRpKjQk | |
N0CZrERDcgPUWWqoslUQVSIse1nCsrclrHpbwbK3JSx6WDQKZ3N3c5hY//Xuce3ljnLtuFncaiFd | |
VPQdaqoCUDF2ARIieiESDdixZg0wfjwWuEdgsOtg9K1Ygo0bJXfQuXPnYuzYsVi0aBGyslaC1MLb | |
ewNIImJEBLw3esPxPint95cFBQisrcX+wYOvNFheLs1VJiRIZparOJp2FMvPLEfcq3EwMW75Qnv+ | |
eckS88kn1z+23Nxc+Pn54eTJk/D1bXkhY1vodFWIihqHHj2WwsPjlQ6Xvx6iTkTKCynQFmkx5Pch | |
MLVtanHTaiuQlPQ0jIzMMHDgjzA3v5KMQFALSHs1DfUR9Rjw/QDYjbZrUrZBELA0NRzdK9dgvEkc | |
/IYehq3tXU320RfVIHvqPpSnusJnpQWcVj3U7E38Y3ExXktLhV7QwDxrC97pNwpL714KazPrpgej | |
VEohVjZsQO0Lb2J+6juITLDAxx9LOvJat9qg/CCsPLcSlQ2V+OKhLzDRayK+//57vP/++5g0aRLe | |
ffddjLjGlz4yUoqiKJdLC09feOGKNVurLUVOzmqUle2Bm9sceHq+DSurK5l8MjIysHHjRuzfvx8v | |
vPACVq5cCSenpuIJkAR01fEq5HyUA12FDt1f745uL3SDmZMZRFGPqqqjKCzcCqUyFj16/BseHq/C | |
xKQNMVpeDmzeDHzzDaLnzMHm2bNxRBAw09kZc93cMN7UFtW/V6JwayE0uRq4v+IOj1c9YO7SSctP | |
RgbwzTfAjz+iZsgQHJs3Dz8PGoRgrRZPubjgZXd3+NnZXb+ezkAi9ex+ZP30JXqdDoNDA5F+/0jY | |
zHsFQ+6fA3NTi1vbfqvdIlIrU3E26yxOZ53G+Zzz8PPwwyN9ZsKhZAbkxz3x55+SRfnee4EpUySx | |
6uh4W7rbIqTkUhISIj2XT5+Wbt377pO2hx6SxsUtodVqERgYiJMnT+LixYtITEzEiBEjMHHimKgf | |
AgAAIABJREFURIwfPx6+vr7odqvM3TeZyspKREREICwsDOHh4QgPDwcATJo0CZMmTcLkyZMxYMCA | |
TglrlU6F8KJwSVjnyRCUH4RuNm54pNcQjHOxQU9LFaBNg0qVBmvrgbC19YOt7Uh06TIU1tYDYWbm | |
cP1G/gcQRS1UqkwolYlQKmOhUEibXl+FLl2GwsbmLtjajoad3VhYW/f/W4hrCkRDegMUUQoo4hRo | |
SGqQRHO+GlZ9rGA90BpdBnWB9QBrWHpLwtnM1ex/2j3mpmpO3iHc6q4oFAkMDvZm1IQoRh4uoHdw | |
MPnjj+SsWTyUdIhTd01lQwNpa0tWVZGHDx/m5MmTL5VNpFzenaKoJ0nmf5nPxNmJjXXX6nTsGhjI | |
fJWqaaNvvkkuW9asL6Io0v97f/4Q/UOr/S0pIZ2dyYSE9h3fnj176OPjQ6VS2b4C16BUplEmc2Nl | |
5ekbKn89RL3IlFdSGDEmgtoqbePfVao8Bgd7MyPjncbzexlNqYYRfhFMeCqBeoX+2iqZq1JxaFgY | |
5yQmsl6nY0nJL5TJnFlS8suVnZKTyX79yBdfZPWxAso95Mz+KJuiIDapK7s6myO/G0vb7TNpcf4s | |
n4iPp1LfvE2SFEXyl/W5PGH2KIvcR1ATn9r2sYsiDyYdZLf13ej6gitH+49mVFTU9U4Zw8PJsWPJ | |
UaPIsDAt8/I+o0zmzPT0t6jRlLRZtqCggK+//jpdXFy4efNmarVXznnV+SpGjI5g6OBQlu4vbXYu | |
rqa+PpYJCbMok7kyP38TBUHb6r7BNTW8NyKCnidOcO0rr7DiqafI4ODmdcbUM2VBCgMdA5mxPIOa | |
Ms11z0UTRJE8cYJ84AHpJlm2jMzIaLJLvkrF/+bksGdQECdERfFIeTkFsfXjvBHq1HX8NuJb+m3z | |
Y4/PevD9s+8zriSOYlwcuWIF2bMnOWIEuX07eYP35c1CqyV/PaLk+Pm/0ezJ52m60pHeqydy3ckd | |
rFPX3da+dQRRJFNSyK++IqdNk57X994r/Z6fL13333zzDadPn047OzuOGTOGq1at4sWLF6m69vn8 | |
P4woiszKyuLOnTs5b948enl50dXVlU899RS///57FhcX32C9Auvqopmfv5lx8TN5IaArT15w4jfH | |
e/H5H+1599dOfHr/TG4O2czIokjqBN1NPrI7F622itXVF5iX9zkTE59hcHBvBgY6MCbmAWZlfciK | |
iuPUaqtudzevi6AVWB9Tz6Lvi5i2OI2Rd0cywCaAwX2CmTArgdmrs1l2sIyKJAUFrXC7u3vLuJma | |
8x8jpEVRYGCgA9NWhTLz/Uw6BQYyLzubdHRkrbKKNmtsqNAoOG0a+fPPZENDA+3t7VlSIgmW8PC7 | |
WFV1jiSprdIywD6A2ooromJxWhpXZmY2bTQ3l3R0lJT5NQTmBrLn5z2p1qlb7fMXX5CTJkkvj/Yw | |
Z84cvvbaa+3buQWqqy9QJnOlQpF8w3W0hSiKTH87nWHDw6gp1VClymVwcB/m5X3WbF91sZqhg0KZ | |
9X4WxRZOQIJCwR5BQfwsL6/J/+vr4xgU5Mn8/C/JkydJFxdyx44r9RapGTk+kglPJVBQSw+JC9kX | |
2G1jN26Qb6BO0HNNTg4tLlxgr+DgZoOj+nrymWfIYcPIuFiR3LpVEnN797Z63IIgcMOGDXTydOK4 | |
DePY74t+DCsIa9c5EwRy69Ycdu1awdde+5E1NR37bhISEjh16lQOGTKEsj9lTHg6gUFeQSz5paRN | |
AX0t9fVxjIm5nyEhPqyoONbkf3H19XwsLo6eQUH8rrCQWkEgGxrILVvIXr3IKVPIU6eaXciqfBVT | |
X09loGMgM1dkUld7nZeyKJJHjkgji0GDyJ07pXbaQCcI3FtaypHh4fQJCeHu4mLqOymos6qyuOjo | |
Ijqsc+Dj+x7nsbRj1AstDLoEgTx2jHzkEdLJiVy6lMzJ6VTbHSU2lly8WLoN7r5bulwrKki1Ts1D | |
SYc4/ZfptF9rzzkH5zAgJ6DFe+1ORqEgt20rp59fIk1Na2hiEs6RI3/g11//yvLy8tvdvb+U7Oxs | |
7tixg7NmzaK9vT1HjhzJDz74gCEhIRSE1gWRWl3M4uIfmJDwNAMDHRkS4sOUlFdYUvITVaq8xv1E | |
UWR2dTZ3x+7mwj8WctCWQbRdY8upu6byowsf8VzWOSq1t3fA+Fej0ZSwvPwIMzPfZXT0ZAYE2DA8 | |
/C6mp7/F8vIj1Gqrb3cXqSnVsPxwOTOWZzBqQhQvdrnI0EGhTHouiXmf5rHqfBW11a0bSP6uGIT0 | |
DRIb+yAzT+xi9ORoPh4fz93FxeTAgWR4OCf/MJl/pv7JbdvIp5+W9p89eza/+eYbkmRu7gYmJ89v | |
rCvxmUTmb85v/D1FqaSrTEbVtVbMefPI1atb7M+jex7lpuBNrfZXpyPvuksS9u2hpqaGPXv25B9/ | |
/NG+Ai1QVPQ9g4O9qdHcmpeQKIrM+jCLwSNOMljWt0URrSnVMMQnhNmrs1usI6a+nq4yGX8qadkq | |
29CQxeAz3ZizoAsZGNjs/3qVnvEz4hlzXwx/lP9I1w2uPJ3Z1BIfXVdHV5mMVhcvUlYtPQyzsyX9 | |
Nn/+NfotJkayPq5a1UwslpaWcurUqRw/fjyzs6Xj2Z+wn86fOPP7qO9b7P9lBEHHnJz/UiZzYXT0 | |
QU6dKnLMGDIrq81iLdQj8MsXv2RXo6587e7XqKy6sZedKIqsqPiTISF9mZDwFMuVhXwjLY2uMhk/ | |
y8trfu2Tkil01y7pxI0cSR48KAnMq1DlqZg0L4lydzmLdha1LPDPniV9fcnhw8kDB5rV0Z6+n6mq | |
4t2RkRwcGsqDZWUdFo1RRVGcfWA2ndY7ccWZFSyqK2p/4cxMSUh37Uq+8AKZ2vYsRmdQq6Vnxvjx | |
ZPfu5IcfSs23RpmijJuCN7H/l/05fOtwfhf53R0viCorK7llyxaOGzeOjo6OfOGFF3jkyDEeOaLl | |
s8+S9vbko4+S+/Zdd6z1t0Sr1fLChQtctmwZBw8eTBcXFy5YsICnTp2iRqNmTY2cmZnvMTx8BAMD | |
HZiQMItFRTuoVhd2qJ0KZQV/T/mdy04t47jt49jl4y4c890YLj25lIeTD7Nc+c8azAiChjU1cubk | |
/JcxMfddEta+TE9fyoqKY9Trb+3FKIoiFckKFmwtYNLcJAZ7BzPQIZCxD8Yy+6NsVp6uvL7B4h+C | |
QUjfINnZ/2Fa4lJe7HKRX2Tm8eWUFPKNN8i1a7kucB0XHV3EoiLSweHSVOivv3Lq1KkkSZUqn4GB | |
XSkIkgW56mwVw4aGNXkZ3x8Twx+vnVJLTCRdXVuc2o0tiaXbBrc2p1aDgkh3d7Kmpn3HGBAQwG7d | |
ujVa0m+EjIx3GBU1ofFYbzaCoGHwkbsZsPxZNmQ0fbDolXpGjIlg5sqW3/ypSiXd5XLuLy1tvYE9 | |
e6ge4MKQiz2Yn/9Fy33QCTzw6AF+7f01k3KTWtynQa/nAzExND5/nu9fKGb37uTmza20WVxMjh5N | |
PvuspGRIxsfHs1evXlyxYgV1uqYPr8SyRPb7oh8XH11Mrb65NUCjKWV09GRGR9/baBUSBPKzz6TL | |
6fjx1g//alR5KsZMjWHEqAhmXszkY489Rj8/P2a2payug06n5J9xi/jbeUeujtrAck07XDMEgTx8 | |
WDpHAwaQP/wg3WRXURtay4gxEYwYFcG6qEv3REqKNIffuze5f3/7p2daQRRFHq2o4F3h4RwdEcHQ | |
2trrlokrieO0PdPY/dPu3CjfyFr19cu0SmWlNOBydpZG7ImJ1y/Tgar/8x/p+rjvPvLQIWkw3l4E | |
UeDJjJOctmcanT9x5rJTy1hY1zFhdSvR6/U8duwYn3rqKdrb2/Ppp5/m0aNHqWnh+qurky6x++6T | |
xi6LFrXfTe7vSEZGGj/66BUOG+ZKBwcjPvZYV+7c+TTLys5RuInuGUqtkheyL3D1xdV8YPcDtFtr | |
x4FfDeQrv7/CXTG7mF2d/T8369EZBEHN6upAZmf/h1FR/gwIsGFs7IPMz99MpTL1ppyLhuwGFu0o | |
YuKcRMrd5QzqEcSk55NYuK2QigRFh2Ye/0kYhPQNUlV1hpGR4xk2PIyRZ4vZNySE/P138p57GFsS | |
S+/N3iRJPz/JAKZQKGhnZ8eKigqSZHT0ZJaVHSJJioLI4N7BrA278lL9o7ycoyIimjc8Y4bkp9EC | |
cw7O4UcXPmqz3y+9RC5Z0v7jfO+99/jwww/f8E0qigLj42cyKen5W/LQS0lZyLi4x5i/NZdBnkFU | |
JCqkdgWR8TPjmfRcUovtFqnV7BkUxB1FbVgC//iDdHMjExLY0JDNoCBPFhfvarbbRvlG9tvUj2FP | |
hTH2wdhGN4+WeO6PHOKwjBN2ZFLTliW0oYGcOZN86CEeP3SILi4u/Omnn1rdvVpVzQd/epCP/PxI | |
EwtgbW0Yg4K8mJX1fjO/cZK8eFEaXK1Z07aurDhWQZmrjNmrsynopH6LoshNmzbRxcWFhw4dar1w | |
K5RpNJweF8chYWEMKDzHsLAhTEiY1f4pTFEkz5yRHFu9vMgvv2wyyBQFkUXfF1HmHMjMsdupd+xG | |
btjQODi5WQiiyJ1FRewml/PF5GSWtCDGsqqyOPfQXLpucOWm4E1tumF1mLo6ct06yefipZckB98b | |
pKCAfPttSTC+9BKZ1PK4sENkVmXyX8f/xa7runLhHwuZWXXjA6/OUlJSwtWrV7N79+4cNWoUt2zZ | |
wqoW3OVaIy+P/L//k+6ZCRPIPXtu+uV0RyIIOlZUHGdy8nzKZM6MiPBjTs5aJief56effsqxY8fS | |
ycmJr776KoOCgm7Js14n6BhVFMXNIZv55P4n2W1jN3b/tDtnH5jNr0K/YmxJLAXx7+uHey1abTVL | |
S39lcvJLlMvdGRzch6mpi1hRcZR6fft8+LVVWpbuLWXy/GQG9w6mzE3GxGcSWbitkA0ZDf+ogUpn | |
MAjpG0Snq+PFi9ZMfSOBOetz6RgYyILyctLGhqJSSY9PPZhWkcb//OeKcH3iiSe445KPbWHhd4yP | |
f6KxvuzV2UxZmNL4u14U2Sc4mCHXWrlCQiTRoG1uecysyqTjekeWKcpa7XdZmfS+jY1t33FqtVr6 | |
+flxy5Yt7SvQAnq9guHhvszJWXPDdbREaelehoT0o04nWRyLdxdT3k3Ousg65vw3h5HjI1sUtSq9 | |
nmMjI/nRJfeIFpHLJUtfSEjjnxSKRMpkLqyuvuLisT1yO3t+3pP5tfkUdALjZ8Yz/vF4ivrmD6Cz | |
Z6Vz/+GZUppfuMABISFMViha74NOx+xx4xhgbs6Qs2evez60ei3nHprLcdvHsbKhkqWl+yiTubCs | |
7Lc2yxUUSJ4S8+c3tzqKguQ+I+8uZ3VgywI3NDSUvXr14tKlS6lvZVHltRyvqKCHXM7lGRlUXxpQ | |
6PUqpqW9weDgXqypab6wsE1CQ6VBppsb+fHH5CUXGp46RbXXXYz33MEQbzlrgts5HXMD1Oh0XJqe | |
TqfAQG7Kz6deFFmnruPSk0vptN6JH57/sHMW6OtRXU2++660lmL58ivnoB3k5pILFkgC+q23JMF4 | |
sylTlPH9s+/Tab0T5xycw8Sym2dBvx6hoaF87rnn6ODgwJdffpkxMTGdqk+rlbyC7r1XstqvXClN | |
JP2dEEWRdXWRTE9fQpnMjRERY5iX9ykbGrJb3D8nJ4cff/wx+/fvz379+nH16tWNLmi3qn/plenc | |
Gb2TLx1+if2/7E+HdQ58+OeHuSZgDQNzA6nS/X0WhbaFKIqsr49hbu66S9ZqeyYkPMmSkj3U6Wqa | |
7FcXXcecNTmM8o9igG0AYx+JZf4X+VQkKgzC+QYxCOlOEB5+F7MPHmPctDjOiI/nzyUl0iqc06f5 | |
0uGX+EXIF4yOJr29JePZnj17+NBDD5GUVu0GBNg1XuSqfBUDuwY2iSixMS+Pz7VkEpoyRYoS0gKL | |
ji7iWyfearPf33wj+Ty21zU0NTWVzs7OTOqEeUqtLmRQkCdLS3+94TqupqEhmzKZC+vqmlrtyw6V | |
McAhgIFOgVQXNDcViaLIF5KTOSshofXICzk5ZLduLfo8VFQco1zejSpVDg8kHqD7RnemVlzxURXU | |
AqPviWb6kvQm5QICJBF94YL0+8GyMtoFBLBrYCC3FhS0+AD77rvv6OnuzqoZM8iJE9sVrUEQBf77 | |
5L/Zf1M3/nnenfX17Rsx1deTDz5IPvywtOiKJHU1OsY+GMuoSVFUF7dtdqusrOQ999zDRx55hHV1 | |
rbsXaQWBS9LT2SMoiOdasQSWlf1GmcyVubkbOv5gT0wkn39eEpPDhpGenuTRoyTJ0v2llLnKmPPf | |
nBYHOjeLZIWCE6Oi2DfwJF22jOILh19gSf2Nu0d1mIIC8uWXpUHFjh1t3ujl5ZJwdnQk33tPWjx4 | |
q6lV13Jt4Fq6fOLC5397ntnV2bekHb1ez3379nH06NHs1asXN2zYwMrKypveTkoK+frrkhvf/Pk3 | |
1cPmtqBS5TM3dx1DQwczOLgXs7L+j0pl+/3wRVFkSEgIX3/9dTo5OXHSpEncvXv3XxLppKS+hAeT | |
DnLJ8SX02+bHLh93of/3/lxxZgWPph1lter2L9j7K9BoSllUtJ2xsY8w4KItw09NYeS6VZQNOsJg | |
72CmvZnGyhOV1KvaZ/gw0DYGId0JUlNfY1bCJwx0DOSm3Dy+kpJCfvAB+c47/DXxVz7000MURbJH | |
D2mKtK6ujra2tqy+ZCmKj5/BoqKdjfXFPhzL4h+umDWqtFo6BAY2nyo+dUpacNXCC7K4vpiO6x2Z | |
W5Pbar/1esnl5IfWI+Y149tvv+WIESNa9CFsL3V1UZTJnFlb274oE60higKjovyZm7uh2f80ZRoG | |
OgUywD6AVWeaC7XvCgs5JCyMitYspw0N0kK0jRtbbT8v7zNekPel50ZnRhdHN/u/tkrLkP4hLPxG | |
8gkND5dE9OlrogHuKCqih1zOoaGhnBYXx9Krzu3XX39NLy8vpqWlSd/zc89JKvc6518URWZkLOf8 | |
n5w4+CufNmcnmvVbS774onRt5EWrGDYkjGmL0xpdOa5fXssFCxZw2LBhzM1tfv0Vq9WcEBXFR2Jj | |
WdXCjMrVqFS5jIjwY2LiM9TrO7hYTS6XZm0GDZLUzaJFjREuVPkqRk2KYvTkaKryb82LPaksiRN3 | |
TqbnL6/T4eJ5rs7OlqKP/NVEREgxD0ePli7Cq6irIz/6SAoAsmjR7bGm1qpr+cG5D+i43pGLjy5m | |
cf3N6YRGo+GOHTvYr18/jh07lr/99lu7Z0o6Q3m55Ffu5kY+9BB57lyn3fD/MkRRz/Ly3xkb+wgD | |
A7syJWUBq6sDKHbSVUKtVvPAgQO8//776ezszLfffpspKSnXL3iTqFPX8XTmaX5w7gNO+WEKbdbY | |
cNjWYVx0dBF/if+FBbUFf1lf/kq0VVoW7ypm/Mx4XnQ7wdDFnzD80AwGXHBgVNQEFhRsoUbTxtog | |
Ax3CIKQ7QXHxbiYkzGJwn2BGhJayf0iIZHocOZLVqmrarrFlg7aBr71Grl8vlXnssce4a5fkZ1ta | |
up8xMfc11ld2sIxRE5rGBF6QksLV106PiaI0F3/4cIv9WnFmBV86/FKbfQ8Lk4yu7XUPFEWR06dP | |
5/Lly9tXoBXKyn6jXN69SSikjlJQsIWRkXe3+JBPeDKB6UvTWX2xmjIXGct/v7LSO1GhoLNMxqTW | |
3ClEkZw7V4pJ18YbML8mn6sOWPF0yKRWLabKNCVlrjIm/VRFDw/yt1a8K9bm5HB4WBiXpqfTXS7n | |
sYoK7t69m56ensy6OqSGVistlJs9WxoJtdh9kWlp/2JEhB81mnKuPLuSw7YO69Bqd1Ekl87XsLep | |
kpEftmwpb7u8yE8//ZQeHh5Nps+DamroGRTEVdnZ7Y7BrNc3MDHxWYaH+7bvetHrpYGsm9uVE15S | |
csXd4fnnycREinqROR/nUOba9ProLDpBx3WB6+i03olfhHxBvaBnnkrFh2NjOSI8vPXr7lYiCFJo | |
v27dyAULKJRXctcu0sNDWsvaiXWiN41SRSmXHF9Cx/WOfO/Mezcci1qhUHDTpk3s0aMHp06dyvPn | |
z9+WqWqVivzuOynk/PjxUuTMO1VQq9UFzM7+iEFBPRgRMYZFRd93fODaTjIyMvjOO+/Q1dWVU6ZM | |
4d69eztlmLkRtHotQ/JDuFG+kdN/mU6n9U7stakX5x6ay28jvmVSWctrav4XUBepWbC1gDFTYxhg | |
G8C46XEs/qGY2sorRgtBULO8/HcmJj7LgAB7xsRMZVHRjv+JmNV3MgYh3QkaGjIpl3swcV4i87cW | |
sGtgIIvq66XI/hUV9P/enyfST/DYMemBSpI//vgjp0+fTlISCoGBDlSrpQVvgkagzFVGZeqVB1ls | |
fT27y+XNLVq//kqOGdPiE7paVU3nT5yZXN52nOCFC6UpyfZSVlZGDw8Pnj9/vv2FWiA39xOGhQ2n | |
Tlff4bIqVT5lMmcqFM3nT0v3lTJ0QCj1DZLQrA2rpcxNxtK9pVTp9RwaFsbvCtuIHLB1q+QO0IYL | |
RYO2gX7b/Lg+4COGhg5mUdGOVvfN+6OKR0xk/OqD1i2fl11NZsbH81xVFZ0/+YTWzs6MjItrofEG | |
KRj4G2+0WE9a2mJGRIxqXKwniiLfPf0uh28dzsqG9k1pV52rYqCzjP+epeDAgTduqdy/fz9dXV0p | |
uxRa0EUm4x83EItXFEXm5n5CudydNTXy1ncsK5McVu+5h2xpAWl1teQ77eYm+VKHhbEmqIZBPYKY | |
9X9ZnXb1SCxL5Khto3jPj/c0c1UQRZHbCgvpLJO16sZzy6muZumTi1hm5s5l3gdaym1z28mtyeXz | |
vz1P943u3BG1o90Lx9RqNTdv3sxu3bpx5syZDL/G+n670Oul0IEDB0qP6qNH7wxBLYoiq6rOMz5+ | |
BgMDuzI19VXW1TWfWbtVaDQa7t27l1OmTKGbmxs//PDDTkWG6gyiKDKpLInbIrZx7qG57L2pN53W | |
O3H6L9O5Qb6BIfkhLUZCulPQVmpZ+G0hoydHM9AhkInPJrL011Lq6q8fPUWvV7K0dD/j4x9nQIAd | |
4+KmsaTkpxt6L//TMQjpTiCKImUyN+bsDGXinEQ+FhfHX0pKpCn4X3/lfy/+l/86/i+qVKSdnTT1 | |
V1VVRVtb20Y/0qSkeczL+7yxzox/ZzBjedPMahOjopqHaNPryf79yVZE7brAdZy1f1ab/a+slHRF | |
S8FBWuP48ePs0aNHh1a6X4soikxOns+4uGktRpJoi/j4GczK+rDZ3zVlGsrcZKwNbbqYqz6unnIP | |
Od88FMsZ8fGti5jkZGlx4XWmHV88/CJnH5gtxdhUJF4S9c1jYel0UriszXfnMmJ0BAVNG0kMBIH+ | |
UVGce/EinV1cOHXvXg4KDWV0S77G1dVSyLcvv2z8kyiKTE9fwoiIMU0Wllz+31sn3uL4HePZoG07 | |
7mjlyUrKXGSsOi99t//5D+njQ7Y19miL48eP09rRka6ffcaETlpjKyqOUiZzadnHPiRE8p9asaJV | |
a30jSqUU9cbLi7z3Xmp+PcOoSVGMfSi2SZbM9iKIAjfKN9L5E2d+E/5NmyI5Ramkb3g4p8XFsewv | |
tMRVVEgLCd3cyD/eCaTo40M+8cQduzoutCCU47aPo++3vgzMbR67/TI6nY47duygl5cXH330UUZH | |
/3VisCMIghRtccgQaSLxyJHbI6gFQcPi4h8ZHn4XQ0J8WFDwdeNC7dtFYmIiFy5cSAcHB86bN69d | |
WVpvNQW1Bdwbv5eLji7i8K3DabPGhlN+mMIPzn3AUxmnWK+5vUJTV69jyc8ljHs0jgF2AUx4MoFl | |
v5V1yt9Zp6tlcfFuxsY+zMBAByYlzWNV1dlOu/b8UzAI6U4SHz+TedE7GeQlZcZbmJIiBehduJCR | |
RZH0+dKHpGQEu7w+8MEHH+TeS9nrKitPMSJiVGN9imQF5d3kTdJp/lpaygktPWC2byfvv7/Ffim1 | |
UuSQ8MK2rTM7dkgulB1x4XzjjTf49NNPd8qyJggaRkdPYXr60naXqaw8xeBg7xZjUifPT262wO8y | |
8oQyOhw5z4gt2S1XrNFIftFbt7bZ/k+xP9HnSx8qNFdEYVHRToaGDmoWHH/5cnLqVFKnExk/I55p | |
b6S1WXdYWhpN9u3je6dOURRF7i4upotMxg25uc1dITIzpan6S4vocnLWMCxsaKth4wRR4JyDczj9 | |
l+mtpuGtOFpBmYuMNbKmQnzNGklMl7Xf1ZqktKjw5ZQU9tu+nc6urty3b1/HKmiBurooyuUeTeN5 | |
b90qOaC34ubUKhqN5PIwYAAFv7FMn3acwX2CWR/b/pdkcX0x7999P8dtH9fuBXMaQeA7GRn0kMt5 | |
phOD0fYgilKSzG7dpEmMxiAeKpU06HBxkc7BnWAmvQZRFPlz3M/0/MyTT/36FPNqmmbF27dvH/v3 | |
789JkyZRLm9jpuIOQhCkeNxDh0qu652c2Gs3Gk05c3L+S7ncndHR97Ki4ugdJ5AqKyu5bt06enp6 | |
ctKkSTx06NBf4tfeHqpV1TyadpQrzqyg//f+7PJxF478diSXHF/CA4kH/pKFxIJWYPnv5Ux8JpEB | |
9gGMfSiWxbuLqau7+QlR1Opi5uV9xrCw4QwK8mJm5soOLTb9J2IQ0p0kN3cDU1MXUeYiY0RiBQeE | |
hkqx5by9KYgCXTe4Mqsqizt2kLMuGYi3b9/OWZd+EQQdZTI3KpVXhFbk3ZEsP3xlGlwrCOwulzOm | |
/pqXvFotpRuLjGyxb1vDt3Lqrqlt9l8QyHHjyG3b2n/MDQ0NHDx4cKOv942i1VYyJKQfCwuv37gg | |
6BgaOrjFUG61IbWUu8upq2n+UNEKAu8KD+e2+FyG9A1hzsctpFV+7z0p9XIbgiKjMoPOnzRfXCiK | |
IhMTZzM9/UqklEOHJIPnZU8GbbWWwd7BLN3f8uKOmpoaDhw4kMu2b6ezTMaUS64l2Q2NoKmOAAAg | |
AElEQVQNHB8ZyXujo1lwbbBauZx0cWHZ2VUMDu513SxiGr2GU3dN5YLfFzQbAJUfKZdEdCuh4Vau | |
lMYZ7U3ko9Lr+VhcHB+MjWW9TseYmBi6u7u3GQe7vTQ0ZDMkxIcZ6csovrFYWlCY1vYgpU0EQcqQ | |
6OfHku7PU2Z7hhWHr/9iPJF+gu4b3fn+2fdbHZy0xZmqKrrL5fxvTk67fcY7Qn6+5FI/eDBbd+OI | |
ipLSnT788B1rnVZoFPzg3Ad0Wu/ET4M+ZaA8kGPHjqWvry9PXRp0/q8hCJLLR58+kh2kIzOCHaGh | |
IZupqa8xMNCByckvtjuCz+1Eq9Vy7969HDduHHv37s0vvviCynZEK/orUelUDMwN5NrAtXz454fp | |
sM6B/b7ox5cOv8Tvo75nemX6Tbsu6+Prmf52OmWuMkb5R7Hg6wJqyv662az6+himp79FmcyNkZFj | |
WVCw1eBP3QJ3lJA+fvw4fXx82LdvX65bt67Z/3/66ScOGzaMQ4cO5d13383YVoIh/5VCuqZGzvBw | |
X8bPjGfRT8V0CAxksUolBRfNyuLzvz3Pr8O+ZkmJlGpWoyHLy8tpZ2fX+IBIS3uT2dmrGuss+r6I | |
cdOa+siuzs6Wsidey6efkk8+2WLftHotvTd782xW2zGIo6Ol7nbEhTUmJobOzs5NF8TdAEplKmUy | |
V1ZVnWlzv4KCLYyOntLsASXqRYaPDGfxrpaFwJr/Z++6w6Oo1veXSgqB9EpPCB1CqCpNkI4oIiKg | |
AteriA2Fi4qAKAhIRwUEBFRQREDARq/Z3SSb3pdN2/S+m2SzfXfm/f1xIBCyu0kgKt7ffZ9nnk1m | |
Z86cmZ2Z857vfOd98/IwMSkJPM9DV6KDuI8YOR/k3CknJoaNeVvJ0dOb9Biyfwg+jzZvRWgwVEEk | |
CkR19Q1IpSzQF3OPMEltbC2EvkJoCxrmS5tMJkycOBFvvvkmAGBvcTH6iMX1qiJGjsM6mQy+QiFO | |
3JPeU7tvKbT+tlDnNy/hValTInxfeAPTHvlFls5xtxnQveB5puwwcmTTCnwqkwnjk5IwKy2tgeFM | |
WloaAgICcPTo0WbV1RoMChniv3dHxuf+4BStNFmQ54GLF1ET/gJEdqdQ+OxR8GZO1sSZ8MGlD9Bh | |
ewdck117oEMW6XR4LD4eU5KTIW9CxaS54Hkmb+ntzUwPm8wgMRiAVasaTtB8CHEj9Qb8l/vD/k17 | |
rNq7CtzfoYLSytDrgd27mbnLrFlNZpU1G2r1TWRkzIdA4ImcnBXQ6R7OTlJTiIqKwowZM+Dr64u1 | |
a9f+KdKFrQGO55BclozdMbvx/MnnEbQtCP5b/fHs8WexM2on4kviYeKaH103KAwo2l2EuMFxEAWJ | |
kLMyB+qsv7czwQx5fkda2ixERLRHevpcKBR/z2TehxEPDZE2mUwIDg6GTCaDwWDAgAEDGukWR0ZG | |
ouZWWOzcuXMYNmyY+Yr8hUTaZNLixg0X5O28CelrUjyZkoKfysuZ8sPXX+PH1B/x5NEnAbDhvIsX | |
2X7jxo3Dzz//DACorRUjOjq0/qY01hkhcBdAV3wnClmu18NdIGjc4CqVrNW0EJU7mnIUQ78e2uQN | |
/9ZbLI+yJdi6dSsee+yxRpbVLYVCcRVCoS/UavMtidFYB6HQD3V1jU0Uir4qQsKIBLPnl6fVwlMg | |
gExzJ+1CX6lH7KBYSN+QgtfpgQEDgCNHrNZv9dXVmPKDdXfHyspfERnZFUOG1GHPHvPb5K3PQ+Lj | |
iQ1sVlevXo0xY8bUX0Oe5/FiRgZezGg4e1xcW4uQ6GgskEigNBqhVMZBKPSG7u0XWTJ2M4dBS+tK | |
0WlHJxxLPYaaqBoIvYWovtG0tirHAfPmWVfgqzEaMSIhAfMzMmA0Q3RSU1Ph7+//YGkehYXAgAEw | |
vbYQyUmTkJo6o9Xt5zWnRBC7nYDU+QNw6zbUh+Kr1FUYf3g8xn43tkWygtZg4DgszcpCl6goxDbD | |
YtwaiouBiROBIUPuw8JaJGIh0oUL2TvlIYFKpcLq1avh6emJlatW4pvYbxCwNQCLflsEhea/IzKm | |
UrEUKi8v4NVXrfbpraKuLglpac9BKPSBTLb2vyZymJGRgYULF8LDwwPvvvsuCh/AufOvAM/zkFXL | |
cDjpMF799VX02tUL7Ta2w4QjE7Duxjpck11rNF+F53jIL8iRNjsNEe0jkDY7DfLz8j9V7/5+YTBU | |
obBwJ8TiPoiO7o78/E3/76X0HhoiHRkZiYkTJ9b/v3HjRmzcuNHi9gqFAkFBQeYr8hcSaQCIj38E | |
RVG/I6ZvDLYWFGCxVMqSj2fPRpW6Cu02toPOqMP69XcEF/bs2YO5c+cCYA9eVFQwamvv5DPf/PdN | |
5G1omIbwQkYGtpqzHPvoI2bAYAYcz2HAVwNwKsO6hXN1NYuM3GXk1yQ4jsO4ceOwbt265u9kASUl | |
BxAdHQKDobEjRF7eeqSnz2m03lhrhNBXCGWi+YZ/Vloa1piJmBtrjEgYkYCy8GXgn3jCakpHYmki | |
fDb7oFjZ9Iy7775biM8/f81icbyJR8LIBORvZhrLZ8+eRVBQUKMZ62qTCX1jYrD/nll+dUYjXpZI | |
EB75G64Jg1BR8TOb1fj44yzntZlIKk2C1wYvfN33a1T93nwHjtsKfHPnNs6przUaMTQuDoulUqup | |
CsnJyfD398eJE/dhzJOWxgxWNm8GeB4cp0Nq6jNITp7UKEf9QWGsMSLpMSGSAo7A6NEBCR8uRJdt | |
HfGfC/+5r1SOpnCivBzeQiH23efMzpMnWVB5zRqzpqfNg1LJHEW6dQOEwvsspPXwyy+/oFOnTpg9 | |
e3YDXfJqbTXe+OMN+G/1x9GUo/81UTG5nNmze3kxYt1c/xKlMg4pKU9CJApAfv6W/1rVhcLCQixd | |
uhQeHh5YuHDhAxmE/dWoVFfijOQM/nPhPxj29TC4rHfB8APDsfKnlTi39ByEnYWIDY9F0a6iBnJ1 | |
DzN4nkdNjQgSyQJERLRHaupMyOUXHrr8+78CDw2RPnHiBP59Fxk8cuRI/XC3OWzZsgWvWAih/tVE | |
OitrKWS5nyLCLQKxeQr0FouZ5663N8BxGH5gOC7nXEZKCtClC+NtpaWlcHd3h+5W7mtu7kcN8mxr | |
o2sRFRzVKCrZNSoKpnsbjspK5u1bZF5c/o/MP9BrV68mh5cOH2a5sC2Z41FYWAhfX1+IxeLm72QB | |
2dnLkZAwGhx3J+RpMFRDKPQ2O9khd3UuMl40/zK9plCgU2Qk1BZOxpSWBaODO25OPGvWRhxgqTFh | |
e8PwTeI3Tdb90iUgJKQGQmFHyOUXLW6nzdNC6COE9HcpfH19ERERYXa7DJUKXgJBI+1hk0mLS9Hh | |
WHzj3/hYJmOR3/JyplrRzKF5bZ4WGx/diIBPA1BY27LojkbDRlY+/PDOOpXJhBEJCVgslTaL1CQl | |
JcHPzw+//fZb8w8cHc2Y4g8/NFjNcUZkZLyAxMQxra5AwBk5SF+T4kLIHwhZGoBjQ10bmLu0NqRq | |
NXqKxXhdKm22gUtNDZPH7t69ZZ1gqzh9+o7V+t+QQpGfn4+nnnoKoaGhuHzZcsqXuEiMPrv7YPqP | |
05vV0f2nIDMTmDED6NwZ+PFHy/18lSoNqakzbk3A/bLVO5MPK+RyOdauXQtfX1/MnDnTYornwwqe | |
51F6pRRXn7yKi20vYseoHRj4+kD03t0bi35bhCPJR5BX/ee8Y/4sGI01KCrag9jYgYiK6gKZbB10 | |
uv9OsxtzeGiI9MmTJ5tNpK9evYpevXpZlGD7q4l0RcVJJCdPRdITSSj/pQLtIyKYS1337kBiIj6+ | |
9jGWXVgGnmcvx9sSwSNHjqwnEyqVBCJRQL0cHM/zEPcR10uR3caQuDjzerxLlgDLzCtg8DyPkYdG | |
NkkIeZ45Ue/e3aLTx4kTJxASEoK6eydDthA8zyE19WlIJAvrCVlu7mpIJAsbbasv00PgKYBG1rjx | |
MHIc+sfEsBQbS5g8GdynG5H6TCqSJibBpG5MuNdeX3vLndI6OayqYoHSixeBqqpziIrqatXUoPCb | |
QhxzPoatGy27JwIsXzosNha6W2SG53lkZLyAtLTZKNJqMT4pCY/ExyNHowHEYpac3USipbHWiJi+ | |
MSjYVoDPBJ8hfF94AxWS5qCigtne798PaEwmjE1MxEKJpEWT5sRiMXx8fHDjxo2mN750iXVKf//d | |
7Nc8z+HmzVcRHz+8VYezOZ7DBxc/wJIpS3Cj8w2oI/OB999vYO7S2qgxGjElORmPJyaiqonQcmws | |
Cx4vWnTH1r3VUFjIkuLHj7//XIMWwmAwYPPmzfDy8sLatWvrgwzWoDPq8NHVj+Cz2QcHEw7+10Sn | |
AeD6dRbYGD684YRRtToLGRkvQCj0RX7+lj/NQOVhh0qlwtatW+v1wx9W+cPbMNYYUfhlIcR9xBD3 | |
FKNwZ2G95KaRMyKuOA47onZg5k8z4bvFFx23d8Sck3OwJ2YPUspSmq2r/ndDqYzDzZuLIBB4IDV1 | |
BhSKy/9Vz6U5PDREOioqqkFqx4YNG8xOOExOTkZwcDCyssxLnQHspNasWVO/PKiBSFPQ6YohEHgi | |
9+McZL+XjanJyWxi2OLFwJYt9ZETAHjzTRboAYDPP/8c8+fPry8nNja8waS7gu0FyHihYcT1cGkp | |
JiQ1zhVGfj6LSluYkCHMF6Lzjs7QGa03TqmpjI9Z46DmsGDBggYdofuFyaRCbOxA5Od/Br2+EgKB | |
JzQaWaPtMt/MROYS83nhe4uLMSrBfN40ACYbFxoK6PXgjBwyXspAwoiEBqofkkoJvDZ5NZDdsoR5 | |
81g/5jbS0+cgO9uyA+R/lv0HX/t/jZwV1m3leJ7HUykpWHrrXi8o2IHY2PD6hpPjeewoKIC3UIhv | |
S0vB793LVCwszAjkjBySJyVD+hqLHPM8j5dOv4TnTjzX4hedVAr4+fEYvDsXc9LTG4+SNAOXL1+G | |
j48P4i2ozgBgiho+PkAThPtuV0dLMoAtgcagwazjszDi0AhUqitRvK8YogARlHFKlgf16adshu7T | |
T7NOTCvCxPN4Lzsb3aKikGqmc8rzTArbx4f5Mv1pMBqB1auZDeK9/vatjKioKPTt2xcTJkyw+m63 | |
hKTSJITvC8f4w+P/cdE8a+A44NtvmTjTrFlqXLv2PgQCL8hkn8BofLCc+v8WqNVq7NixAwEBAZg+ | |
fTri/iwZlPuESqKCdLEUAncB0p5Lg+Kaosn3Lc/zyKzKxMGEg1h4ZiFCvgiBx2cemPrDVHwm+AzC | |
fGGTbfnfDaNRiaKiPbdyqXugsPDzRj4H/1Rcu3atAcd8aIi00WhEt27dIJPJoNfrzU42zM/PR3Bw | |
MKKasOX6qyPSABAV1QUlV6IR/0g8tuTn4w2plJGAiRNh4kzw3uyNgpoCXLjAIgwAS4vw8PCot0kt | |
KNgGieSOtbe+Uo+I9hEwVN+JTOk4Dr53SaQ1wIIFzEXDAqb+MBU7o3Y2eS7LlgF38ftmQalUolu3 | |
bjh1ynoudnOg1RZCJApCaurTkEpfa/S9JkcDgZfArAyQ2mRCgEiEGEsTt/R6RqJvaTADbKKH9A0p | |
YsNjoa/Ug+d5PHH4CeyI2mG+jLvw++9A164NI4J6fRmEQh+zbmFXr15FYGAgStJKWH53nPV0hEq9 | |
HkEiEU4VCCEU+kCjaZzznVxXh74xMZiVmgrdnDlm8+V5nof0dSmSJiQ10CjXGrUYvH8wtoqsR8fv | |
hYnnMfpwDhw9jIiJv/9IyalTp+Dv7w+p1IxO6W0RZGtE+y7cIdNDH+iFXa4qx7Cvh2Huz3MbNFYV | |
pysg9BFCfvFWZ/Uecxdcvtyqmsy3tcR/uWsEqqaGeamEhwPZ2VZ2bk1cvszI9KpVjFy3IjQaDZYt | |
WwZ/f3/8+OOPDxS5MnJGbBRshPdmb+yO2f2PieA1BaOxBikpqzB//ma4u6uwdq0azQjW/7+DRqPB | |
559/jsDAQEybNg0x90on/YXgeTZ5MHlyMoS+QuR+lAtdyYP9aKV1pTiRfgJLzi1B+L5wuK53xchD | |
I/Hh5Q9xNvMsarQPJ0nleR7V1TeQljYbAoE7bt5c9I+QYmwJHhoiDbDJV6GhoQgODsaGDRsAAHv3 | |
7sXevXsBAC+//DI8PT0RFhaGsLAwDBkyxGw5fweRTk+fiyLZ17jhcgPismr0EYsBhQJo2xbQ6TD3 | |
57nYF7cPOh2Twbsd8R0+fDjOnz8PANDpiiAQeMBkujPLJG1WGop2N8w1WpmTg7fMqXRkZLAwlYVx | |
3uSyZPht8YNSZ528KZUsAiKwbCpmFpGRkfDz80Px/Vrh3YXq6uu4ds0GlZW/NvouY34GcteYl93b | |
mJeHZ61JFmzbBkye3Gg1z/PIWZEDcS8xfoj4Af329GtyUlltLUtNNpfGWVJyAHFxQxo4NyoUCnTs | |
2BHnzp0DAJQeKUVMvxirrocAcK5cBu9rpyApbXwtbkNrMmFJZiZ6XroEdXAwS668C4U72ZCiOa3t | |
vOo8+G3xw9Xcq1brcRs8z+N1qRSPJybih2McgoIAc3Ngm4uDBw+ic+fOKLi7kJ9+YiS6hfmPt63S | |
4+OH31fELr0iHV13dsVHVz8yS+qqI6oh9BWi7Me70h3uMnfB0KEsx7iVcovFtbUIEomwIS8PMTE8 | |
unVjo1p/OZEqK2PqMCNHsrSPVoBAIED37t3x/PPPo6Kljj9WIKmU4JEDj2D0N6ObbZTzMILjDCgq | |
2gWh0A8Syb+g0xUhJweYPh0ICbGY6fT/HlqtFrt27UKHDh0wefLkVpm/01yY1CYU7yuGuLcYMf1i | |
UHKw5IEcB61BqVPiQvYFrL66GmO+HQPX9a4Y8NUAvPnHmziWeuyhnDeg05VAJlsLkSgICQkjUFb2 | |
Y4M5Uf9UPFREurXwdxDpoqJdkEheRtzQOFRdlaNdRASzAR4yBLh+HUeSj2DGsRkAmDHLoUNsvy1b | |
tjRIiUhMHMvUGG5Bfl6O2PCG7oQFWi08BAIozUWHZswAPjevdwwAc3+e20BH2BKOHQP69295AGrN | |
mjWYMGHCA+u85ud/hoSEUYiM7NBg0oImRwOBp6BBlP42FAZDA0OTRigvZ7m2EonF42ZszIDvcl9c | |
imx6KPu11yyKpYDneSQkjEZh4Z3fYs6cOQ3y/nmeR8q0FOR+ZFmLm+c5JCdPxitxB6xbnN/Cebkc | |
Ew4dQp2nJ/S3hsjlF+QQBYjM5pPfxqWcS/Df6t+sVJYNeXnoHxODmls3x2efAQMHPlie7tatW9Gz | |
Z09GqI4fvy8SfRs8z0MqXYz4+EdbNAFRVCCC7xZffJv4rdXtbtvOF++/p6G6y9wFvXszK9NW0Icu | |
0unQ+Xws2qyW4OjxvzHKynEspcXf33zvsZlQqVRYsmQJAgICWmUEyxxMnKneuv1A/IF/VI4mz/Oo | |
rPwF0dE9kJT0hFnZz7Nn2RScadP+wpGJfxh0Oh327NmDDh064Mknn0SSuZTI1jpWkQ45K3Ig9BYi | |
5ckUKK40nb7R2tCb9IgqjMJm4WZM/3E6PDd5ouvOrnjp9EvYH7cfkkrJQ/MccJwBFRUnkZg4FiKR | |
P3JzV/2jJyf+j0i3EpTKBIjFvZC1LAuydTJMSU7GyYoKJku2ahXKVeVov7E99CY9vvuO8V0AyM3N | |
hbe3d72OcEnJAaSmPlNfLm/iEdkxEsqEhoRgZmoqdplT6RCLWZjUQgOeLc+G1yYvVKqtG1nwPBut | |
3tF0dkMDGI1GDB8+HDt3Np1CYgkmkxYikT/q6pKRn/8ZYmMHwmRiLO3mKzeRs9J8bvF72dl4xdpk | |
uzfeAN5+2+qxl19cjmc3PovIDpFQpVtmhteusah9tZV0XLX6JgQCL2i1+Th69Ch69erVyKVLV6SD | |
0MeyhF9e3gYkJIyAxqhD35gYHGmGA12FXo/977+PtF69kJZYCqGvENXXm84b/kzwGYZ+PdRq7t23 | |
paXoEhWF4rtCojwPvPgiSzl4kP7TihUrMDQkBGo/v/sm0XfqxCYgJiSMaJYc2NnMs/De7I1zWeea | |
Vb46U43IzpEo2Gam43HL3AWPP85mF+/axeRO7gMGA7ttQ/oZ8XhkCsYlJqK6lcxb7huXLzMyvWFD | |
i39wgUCA4OBgzJs3D1VVzZdevF+klqdi4N6BmHZ0GkrrHn5jEqUyDomJYyAW90ZV1VmrxEenY51Y | |
Ly/mPtrqE07/S6DVarFz5074+/vjueeeg8RKIKWlUKWrkDE/AwIPATLfyoQ68+GZ+MnxHNIr0rE3 | |
di9eOPUCOu/oDO/N3nj62NPYFrkN4iIxDKa/X2pPpcpAZuabEAg8kJY2GzU1kQ8N4W8u/kekWwkc | |
Z0REhBtKz2QiaWISNuXns/SLK1fqk6IH7x+M67LrqKwE2rW7oxM6aNAgXLnC3AcNhmpERLRrMGEq | |
d00upG80zCG9Xl2NnmKx+Rtu7Fg2Q8UCFv++GEvPL23ynCQS9pIuKWly0wbIzs6Gt7c3UlJSmt7Y | |
DIqL9yE5eQoAFp2RSBYgNfVpaPLUEHgIoK9sPBRUotPBQyBAoSXx1ZwcprZgZQg5oyID3pu9UVZX | |
htLDpRD5i6CMb0xwdTqgR4/mqc3JZB8jLm4yfH19LU6CKTlUgtiw2Aa5ywBQWxsLodAHWi0jawlK | |
JXyEQsvneBd4joNs3HikeDyHH9c0HckG2LV+5qdn8Oqvr5r9/lxVFfyEQkjMtNhaLbvN16xp8jCW | |
j3/iBF5ycsKTo0c/sMkPcJtM/xsJCaPqO2LmcDTlKHy3+EJUIGpR+doCLaJDoyH7WGb5+kZFsbF4 | |
Pz9GPJvrsw42gDJqFHOvr6lheelvZ2ail1iM3Psk5q2GwkL2g0+fbr03eQt6vR4ffvgh/P39cebM | |
mb+ggncd26THqiur4LfFDyfS/8zZmfcPvb4MEskCiET+KC7eB64FWuWFhcDzz7NU/ePHWzVN/78K | |
KpUKn332GXx8fPDSSy8hJ8f6ZG9rqImsQcr0FAh9hcj7NK9efeNhR0FNAY6mHMXi3xej355+aLuh | |
LcZ+NxZrrq3BpZxLqNP/fRrkRmMtCgt3IioqGHFxQ1BW9v0/Ju3jf0S6FZGYOBZlub8gol0EohU1 | |
6BcTwxhG27ZATQ1WXVmF9y+9D4ClGt7OcduwYQNef/31+nJSU2egpORg/f/aPC0EngKYNHdyrXie | |
R9+YGFwyp9Jx6RLQq5fFaFGJsgSemzybNYz/wQfMgKOlOHToEPr16wdtc10FboHnTYiODkF19R2V | |
Bo7TIyFhFGJf+BbZy82PY76blYUlFtwdAQAvvMA8k61gyg9TGkwwrDjFJpdVCxoShY0b2ZBqc8Bx | |
Opw+7YatW2dY3IbneSRPSoZsnax+ncmkQnR0KMrLjzXYdq1MVm95bg08z0P6fCR0zv54e8cOTE1O | |
RlmTftFAra4WPXf1xIH4Aw3Wp6lU8BEKIbRCBEtL7zTmLcb584CvL/QxMRg/fjwWLVrUKlEJnucg | |
kSxEYuLjZnV2d4l3IWhbEFLK7q/Tpy/TI6ZfDLKWZVmvb2oquwc9PdlD1YSkXFwcu5arVjV+jD8v | |
LESASIToB3RCfGDo9cxhKiTE6gjCzZs3MWjQIEyZMqWR+dBfiajCKHT/ojvm/TzvoXFF5DgDCgq2 | |
Qyj0Rnb2fx5IiePaNaBvX5bKbm7u7v/AUFNTgzVr1sDLywuLFi1qtlMiz/Oo+qMKCSMTENUlCkW7 | |
ixq0yf9EKDQK/C79He9feh+PHXwMLutdMHj/YLx7/l38nPEzylV/vWMhz5tQWfkrEhPHQSQKgEz2 | |
CfT6v++90Ry0Jue0uVXg3w4bGxv6O6oik60mIqLKqU9S6OEe1FmbQjnDhpH3tGlEb7xBkeE+9Pof | |
r1PSa0m0bRtRZibRvn1EmZmZNHr0aCouLiZbW1uqqDhJJSV7KSzscn3ZyROSyX+BP/nN9atft7+k | |
hM7K5XSmX7+GFQGIhgwhWrWK6OmnzdZ1xeUVVKmppAPTD1g9J7WaqHdvom+/JXr88eZfCwA0a9Ys | |
6tSpE23fvr3Z+1VWnqaCgk0UHh5FNjY2d+pRWEaxfeMpWFBFHfvPb7BPhcFAPWNiKHXIEApq06Zx | |
oSkpRBMmEGVlEbm5mT3u5dzL9Nrvr1HGGxnkaOdYv15xSUGSuRLq9X0v8pzoSQUFROHhRDExRN26 | |
NX0+v/zyCx048DqtWGFPw4ZlkJ2dq9ntdAU6ih8UT2ERYeTay5Wk0teI5zXUq9fhBtsZeZ4eTUyk | |
VwIC6NXAQIvHLd5bTCW7Syh8m5psX3qePjt9mr4E6ECPHjTFy8tqnW9W3aSR34ykc/PO0eDAwVRl | |
MNDQhARa26ULveDvb3XfxER2qS9cYNepWYiMJHrqKaIzZ4gee4zq6upo1KhR9Oyzz9LKlSubWYhl | |
ABxJJPPJaKyivn3PkJ2dEwGgtTfW0pGUI3TpxUvU1aMrATxpNFKqq4snlSqR9PoC0utLyGisJIAj | |
Ip5sbZ3IwcGXHB19ydm5O7m69qU2XC/KesZILp1cyWemD6nT1KTN1pKh3ECGcgPxOp6IJyIbInsX | |
nhxqC8ixQkIuA33I+aXHyW1SN3Lq6kQgokyNhr68VEffXtLS4OlasvUzUI3JRLUmE3EA2dvYkKOt | |
LdkQUY5WS+M8POhJLy/q7epKfVxcyNvx1r1rMrEXTFoaUXo6UWEhUUkJUUUFkUZDpNWy7VxciJyd | |
idq1I+rYkS2dOhH17UvUvz9bfxdqdbWUWJZI2YpsklXLSFYjo/KcFKrLk5Kygw9pnO3JztaOHGwd | |
yNHOkfQ1eiqQFNDwvsNp8mOTqad3T+rp3ZOCPYLJwc6h0W/F80T5+azaWVlExcVsKS0lUqlY1TUa | |
tq2DA1tcXYl8fNji50fUtStRSAhbOncmsrO7U77GqKH3L71PZ6Rn6OD0gzQheALJ5XKSSqUklUqp | |
oKCAysrKqLS0lKqqqkitVpNGoyGtVku2trbk4OBADg4O5OjoSJ6enuTj40M+PjE1x7QAACAASURB | |
VD7k6+tLXbp0oZCQEOrevTt5e3s3eH+ZQ3X1VcrKeovatAmirl03EBFHWq2MDIYS0utLyGAoIaOx | |
ijhOTRynIo5TE2AgGxs7IrIjGxtbsrV1Int7D7K3dyd7ew+ys/MhsbgTHT3akR5/vBMtXtyV3Nw8 | |
7uOpuQNTnYl0ebr6xVBmIGOVkYxyIxmrjMSpOOJ1PEEPdq/bENk42JCtoy3ZOLJPe3d7sveyJwcv | |
B7b4OpBTJydy6uJETp2dyL69/QPV0RLqTCbK0+koT6ejEoOBKg0GqjIaqcpopFKNhqSFhVQml5O7 | |
ry+19fIik40N2d212NvYUBsbG3JW8GSfZSBXHZF/Lzfq1LMdBTk7UaCjIwU4OlJgmzbk5+hIdk38 | |
5n8KjEaioiKiggL2oMjlRFVVbJHLiaqr2fOu1RLpdHcWgD0ctrZssbMj3sGB6toQyW11VEJ1lM8r | |
iGvrSm4dupFvt/7ULXQY+QcPIBs/P6KgICJz7W0rQq1Op6KiL6iy8jh5eT1FHTosITe3gS0qQ6lX | |
UmFtIZWry0mukZNcK6//VGgVpNQrSWPUkNakJa1RW/9p4k1ERPXPsQ3ZkI2NDdnb2pOTvRM52zuT | |
s4MzOds707kXzrUa5/x/T6Tl8rNUWLiNnPfsIde+rvTqGAX9OyCAnvnmG6LCQjJ9voN8t/hS2utp | |
pC4LpFGjWCNha0vUv39/2rNnD40YMYI4TktRUYE0ZEgGtWkTQEREFccrqGRfCYVdCas/nprjqHNU | |
FMUNGkRdnJ0bVubnn4k2byaKjiYy83BXa6spdFcoCRYKqKd3T6vndfo00cqVRElJRI6OVje953rI | |
KSwsjA4dOkTjx49v1j5JSWMpIOAV8vOb02B97qpc0pZXUs2C6dS790/k4TGm/rsPcnJIyXG0JzTU | |
fKFPPkn0xBNES5aY/ZrjORq0fxCtHrWaZvae2ej7WlEtpc1Io9C9obT4qA/160e0Zk3T51JbW0t9 | |
+vShH374gXx8vqY2bYIoOHiTxe2L9xRT+ffl1PF0EeXIltDgwclkb9+u0XYZajWNTkoicXg4dbv3 | |
dyciZaySUqem0kDRQHLp7kK0bh3R9esUcfw4vZSZSVO9vGhLcDC53M0w7sHJjJO0/NJyivp3LM3O | |
LKRH27enjc3pORC79d59l0gsJgoIaGLjlBSi8eOJvvuOaNKk+tWlpaX06KOP0scff0zz58+3UkDz | |
wPMmkkjmEs/rqHfvE/TBlVV0MfcinZtzmuz1cSSX/04KxXmys3MjN7fB1LbtQHJ27kaOjoHk6OhD | |
Njb2RGRDPK8lg6GSDIYyUtfcpOqcBNIYk4mzrSFKGUB2mcPIv9uz5BbcmRz9HcnRz5HsXOyIbImI | |
JzJWG8kkN5E+o4I0P0VSVXodKW16kd7BkVL7EiWG2VOkW3uaOq0tPdLZiTo6OZGHvT21t7cnexsb | |
MgFk4HmqMhopWqmk9fn51NPFhexsbChdqSRfrZZGSaU0+upVeqKkhAI6dSLq04cxysBAxjRvk2ci | |
1rhqNES1tXca47w8otRUorQ0Mvr7Un4PP7ralegnnwqKaVNJA/wGUKhXKHV170pd3LuQf1t/al9c | |
RW7LVpDL0BHEfbSSymtraMWqFVRcXUyLly8mh/YOlFeTR1K5lKRyKRUri6mfXz8K8x5G7ZTDSZ0x | |
hpIFgZSSQuTuznh8aChrqzt0YPeRmxuruosLe6UZDIxDqFSMM1RUEJWXE+XmEmVns0WhIAoLIxo0 | |
iC39+yupqEhIP108RicunSAqIXKEI/Xo0YN69OhBXbp0oYCAAPL39ycfHx9q27Ytubi4kJMT63wZ | |
jUYyGo2k1+tJoVBQZWUlVVZWUnl5OclkMsrOzqbs7GziOI769+9P4eHh9Uvv3r3J1taWlMpYys5e | |
Qmp1Ojk5dSGjsYpMphpycelBzs7B5OgYRG3aBFGbNoHk4OBNdnZtydbWlezsXMnW1pEAjgCeiDji | |
OC2ZTDW3lmoyGMpJry+kmppCKigooLZtc6hNGzfy9OxDLi59yNW1N7m5DSJX1/5ka9uwI8ObeFIn | |
q0mVpCJVqorUaWpSp6mJq+MY4b1Feh0DHRkZ9mak2M7NjmydbMm2DVvIhghGEG/gCQYQr+fJVGNi | |
xFvO7n9DuYF0+Tq25OnI1sGWnEOcyaWPC7n2dSXXPmxp07FNkx0SAFSk11OaWk2pajWlqdWUoVZT | |
nk5HGp6nLk5O1MXJiYLatCEfBwfycXAgbwcH8nJwIDc7O1JXV9P3Bw/Sb6dO0bznnqNXFy0iN3d3 | |
Muo5Kv25gvK/KyVTtzbkPNeL+P7OpOQ4qjQYqMRgoBK9vv6zxmSizk5O1N3Zmbq7uLBPZ2fq5+pK | |
/g9KOI1GopwcoowMtkgk7DnNz2c3vr8/e8YDAoi8vdni5cU+PTzY8+7sTOTkxD7btGEPEc+zhePY | |
p07HHiiViqiujnilkkqLb1KpLIVqC7OIKy0hLxVPHbUO5FWjJ87Lkxy6hZBNl65EXbqwJTSUqFcv | |
1rNtpY6F0Sin0tIDVFy8m5ycOlNQ0BLy9n6abG3tSWfSUbYim6RV7N0iq5ZRobKQipRFVKgsJBNv | |
oo7tOpJ/W3/ycvEiL+dby62/27VpV0+IXRxc6v92sHOo55Eg1P9t5I2kM+kakO5pPab9j0i3FoxG | |
BUVHd6aQPAkpfq2ls9vcKF+no10qFdG8eUQSCc0+OZsmBk+kfw38F/XuTfTNN0TDhhGtXbuWFAoF | |
7dy5k4iIbt5cSK6u/aljx3eJiIjX8xTVIYrCo8PJOfgOeVqWnU32Nja0KTi4YWU4joWS9+61GEr+ | |
TPgZxZfG04lZJ6yeF0A0ZQrR2LFEy5e37JpcvnyZFixYQMnJyeTVRCRUpUqllJSJNHx4Htna3mHs | |
nJqj6C7RNDByIOm9oygjYy4NHCgkF5fuJDcaKVQspoTBg6mzk1PjQoVCohdeIJJKLfaev0v6jvYn | |
7CfhQqHFl3ZdYh0dGFdIn9uHkiTfnszw10ZYtGgR2djY0N69e8lgKKfY2H40YMAVatu2n9ntwYMS | |
RsaQeuge6r/mFXJ3H2Gx7G2FhfRrVRVdCwsj27vqbFKaKG5gHHXb1I18n/VlKzmO/XiTJ1PNsmX0 | |
RlYWJapU9EOvXjTQQoSeiGjphaV0Ij+Owod/Saf79W9wnKawbh3RH38QXb/O3t1mkZ1NNHo00fbt | |
RLNnN/paIpHQmDFj6MiRIzRhwoRmH9sSeN5I6emzKLUinY4V2tH6oY9RreIMubkNJm/vp8jLayo5 | |
OXW2WgYAqr5STaUHSklxTkHtR7Qn7+ne5Pq4hjTOUST77RgZuwnIzWcA+QfMJ1/f58nevm2DMioN | |
BvqxooK+KyujIp2OJhcV0+QD5yhFMp98VJ4UblNHrqHO5Dvbl3zn+VIbfwuNMEDlAgFd3LuXpty4 | |
Qe4uLpQ+bx5FDBtGN/z96bJaTb1cXOhpb2+a6eNDwc25aYkorSKNjqYepT8yfiHXvGJaqA6lsXk2 | |
1Ckhh+zd2pPN008TzZxJNHw4iwLchlJJtHAh1aan0xPV1TRu4UJau3YtOd7V+wbYo3jyFzX9JIin | |
LI2Y2vWJojrv6xTg0oGm9pxIT/WZSKM6j2owMnS/qKri6OjRm/TbbyWUmGhLCkVvatPGhkJDi+jR | |
UXoq6HKAMh2EdOSZIzS8w/AHPt5tyOVySkpKooSEBIqNFVFsbBQpFDXUvz9PAwaYaNiwTvToowvI | |
3X04ubj0IienTmRjY9t0wS3E+fM8ffRRIY0YkU4LFqSTg0M61dXFkU6XR22dw8ixJoxI0psMF3qT | |
OsKO2nRqQ26D3RiZ7edKrn1dqU1Q02T2QQCAjHIjabO0pE5n5F2TriF1mppgArkNdaN2w9qxzyHt | |
SN2OKKaujqKVSopWKkmsVJKjrS31dXWtX/q4uFA3Z2fycXBodt0LCwvp008/pZMnT9KCYQtoUtIk | |
8gv3o86rOlP74e2b3F/HcZSj01GWRkPZWi1labUk1WgoVa0mexsbCmvblgbcWga7uVGos7P5umm1 | |
LGoVG8uWxERGooOCWJveuzdRz55sSLRzZ7be/s+J6N8LACSrkZGwQEjC3BuUlX6D2hSW0jibYBpq | |
8KEedY7kU1xDdpKbLNrdqxerb69eRAMGEA0cyHrK9wEjZ6SMijQSZh+iqLxTlF2roGK9M1VqNdTV | |
oyv18OpBoV6h1M2jG3Vs15E6tu9IHdt1JHcn9z/1/iVqXc75/55IExHFxPSmbu0PknQ0T47SvrRA | |
KqX0wYOJfH2JkpLom8pLdC77HB2fdZxWrGAdtg0biNLT02nSpEmUn59Ptra2pFBcIpnsQxo0KLa+ | |
7Kx3ssiurR11+/ROZDBHq6XhCQlUMHw4Od8bYTx0iOjYMaKLF83WVWPUUPcvu9Mvz/9CgwMHWz2v | |
7GzWbiYlsQhRS7Bs2TLKy8ujkydPWr2hpdJF1KZNIHXp0jDcW7ynmBQXFdTvDCOgJSVfU2HhVgoP | |
j6J1RbVUotfTgZ4WouqjRxMtXEi0YIHZrzVGDfXY1YNOzDphtSE1GIj6hPK0SC2lOR+3o6A3gqye | |
8/Xr1+nFF1+ktLQ0at++/a1676OyssM0cKDAbKMJgJJ/W0DKBfNoSMJIcu5imfhwAI1JSqKZ3t70 | |
TseO9ftL5knIrp0d9djbo+EOhYVEgwcT/fIL0fDh9EN5Ob2TnU3vdexIyzp2NEuSt+Xn0ppfZtKS | |
vtNp/dhPrJ5v43MhmjOHDb0fPmwmMFFSQjRiBNH77xMtWmSxHJFIRDNmzKDz589TeLNzRSzVCbT2 | |
wkwaZP8buTk6UKeO71FAwMvk5NSxyX15A0/lR8qpaGcREREFLg4kn+d8yNHbsdF2GfOTSOshIKdX | |
r1KtSkC+vrMpMPB1yqOutK2oiM5UVdFUT0+a7+9PYz08qEZhQ888zZF3nYyOyKeSU0gnqpn8AVVI | |
AqnydBW5j3SngH8HkNc0L7Kxs2GE9fvvWV6YWk36uXPpnQEDKC8khI736UNutxpVA8/TtZoaOlNV | |
RacqKynUxYUW+vvTLB+f+m1uo0pTRd8kfkPfp35PCq2C5vSdQzN7zaTBgYPJztbu9gVkIwinTrFh | |
h+pqRqgXLCAKDyeO4+iTjz8m+y++oPft7KjNsWMsz4fYz/3DD+xeqK4mmj6dLWPGsI6WiTdRbHEs | |
Xci5QOezz1OWIoue6vEUPdfnORrXdZzZNBCLvxXPk1AopOPHj9PJkyfJz8+PJk6cSOPHj6fHHhtB | |
BQXOdPUq0ZUrbPHvVkXFQV/SS7Pb0845b7XoWOYAgFSqZKqsPEFy+e+k1xeQq+sAKiyUUEaGF2Vn | |
h5FQmEBVVVU0adIkevLJJ2nSpEn174nWhlZLtGkT0ZdfgD6Zr6Kp3gqqjsgnlTqeHMfmEPVPI4NX | |
PDm7dCdP7/Hk4fEEtW8/guzsmtfx+jOhL9ZTRWQ13RTKqVaspLZpeqryIiod6kgOI92o23gfGtrN | |
48EjvkTEaTgq2VdCURuj6EibIxStjqb3VrxHb7zxBrm4uNx3ubcj5skqFSWr1ZSkUlGsUkl1HEfD | |
2rWjR2xtaXhWFg29do3aR0SwlKxevVh65uDBbCilZ09qVvTmb0ClupJEhSIS5AtIWCiktIo0GuDb | |
nya7hdM4XSANUDiQa3Y+UXIyW/z8WN5feDg7t/BwFj2/CxzPUXplOkUWRlJcSRwllSVRRmUGdWrf | |
iQYGDKQwvzDq5uZEbvrr5KS7RgF+s6lDhyXk6tr7b7kGrco5Wy3b+gHxd1ZFInkZhYVfQhQkQl2m | |
Gu4CAUp1OmDWLODbb1GiLIHHZx4wckZERQF9mHM4eJ5Hz549ER0dfet/E0Qif6jVd2aN1KXUQRQk | |
AmdsOPtoanIyDpqT1tDrmUabFcvUPTF7MP7w+Gad20cfMQ3slkKn06F///44ePCgxW0MBgUEAnfo | |
dA0lqngTj+iQaFRHNJzwl5W1FBHxk+AlECDbkoLB9etAcLBVMexPb3yKWcdnNXkO27czHxeNTIOo | |
4CjkbbBsQ6zT6RAaGtpInYDnOcTHD0dx8ddm9ysr+x4xMX0h25CDpAlNTyjM1mjgfZeKRsmhEoj7 | |
iC1PgDl1itkw3powKNNoMCIhAY8nJqLgnkmh5+Vy5hBZmYvAbYHNloW7G2o1MGgQk+hqAKUSCAtj | |
msTNwM8//4zAwEDIZLIW1+E26urScPRSJ/x8sQ0yZZuQkPA4JJIF4Jtwv+OMHEq+KUFUlygkTUiC | |
/JK86YmeJh6SBRLEPxYPVUUeIiQr8Ot1H2y//gi+vHkc8rvk6zIzmR7w8uW3JhXebe4yZAiMP5xC | |
6aFixA2NQ1QXIQqf2AWjewDTGrx0qX4mopHjsOjmTQyIiTGr6qLnOJyuqMD0lBS0j4jAYqkUEpUK | |
iaWJ+NeZf8H9M3e8dPolXJNda74j4M2bbAJvly4w9OmDnSEheHrUKJSWlgLXr4PzD8TZl37E5Ek8 | |
PDyY5vqNG81TzCuoKcD2yO0YfmA4vDZ54Y0/3kBCSYLVfbKzs/H+++8jMDAQ/fv3x/r165FpbQIy | |
mALP2bPAvAVqOLaXwykwC++sLEN+fvMuwd2oq0tFTs4KREeHICqqK7Kz30NV1TlIJP+CSBSEioqT | |
De6dgoICfPXVV5gyZQrc3NwwduxYfPHFF+z6tRJ4E4/qG9XIfDMTN3xF+NklGh97ZuLGpiqYVHfe | |
ExynR3W1ALm5axAf/xgiItoiKWkiior2/C36vplqNTbn52NUQgJcb9zA6IQErJPJECmvRnVcLQq2 | |
FSBlWgoi2kdA3EeMzLcyUXW26r4m/5lUJuRvyYfIX4TUZ1LrpUjT0tLwzDPPIDAwELt27YKutVyQ | |
qqqAo0dR8vbbOPXcc1j+9tsYeeQIXC9fxoDr1/GuRILfKitR28ouon8VVHoVruRewcfXPsYTh59A | |
2w1t0Wd3H7z222s4mngExeLLwJEjwLvvAqNHA+3awRQSjKKZ4/HLsml4eeMjaL/eDaFfhmLBmQXY | |
HbMbkQWRFhVF9PoyyGSfQCTyR1LSE6is/K3J93prozU55/+INICSkoNIT5+L9OfTUXKoBNNTUvBj | |
WRmwbx+btQ8gbG8YhPlCcBxTxbotqL9y5UosX768vqzMzCXIzV3ToPy4oXGo+r2h/uq5qiqExcaa | |
b+C3b7fKfg0mA4I/D26Wq51Gw3jYhQtNbtoIaWlp8Pb2RtYtk5B7UVCwFenp8xqtrzhdgbghcY3O | |
jedNeDN6HaZHHbRMbMaNA6yQd7lGDq9NXsiSm69T/XZyZhiZns7+1xXrIO4tRvb72WaPvWHDBkyz | |
IOtRV5cEodAHen1DGT6drhRCoS9qa5kMXuzAWJR+23SDuqeoCEPj4lCTXgehtxCqtCbEZBcvBubM | |
qdfIMvE81uflwVcoxPFbdpu5Gg18hUJE3JI1u5F3A75bfO/LJa6oiPXlfr1tymg0ApMmAa+80iKd | |
ri+++AI9evRosfaw0ViLzMwlOHfFCf852QXVGqafbjKpkJAwEjdvvmrx/qm+Xg1xHzESRiY0Um5p | |
CjzH4+wHaRjzRQQ6CkU4UJiD/KKvEBUVjPj4x1BdfR0CAXv+9+83U8Dd5i4hIeDHjkON2yNI7XYE | |
Ao8byPkwB4aqhpJbPM9jU34+OkRGIlFp2YimWKfD/KQbcLj8O5zO7MSCG7tQXnf/s/MvnDuHZz08 | |
kNqvH3h3dxgWvIKjK9PQI9iAga438W3YDmhKWnb97oasWoaPr32MTjs6IXxfOPbE7EG1lpVnMBhw | |
8uRJjB8/Ht7e3li6dCnSbz+oLYTRyGPZ/jNoM/RbuLTTYMwYHgcPMgdTy/vUoLh4L+LihiAysgOy | |
s9+HUhkHjuNQVvYDRCJ/SKVvNGlZr1KpcObMGbz44otwd3fH2LFjsX///vvS2uZ5HjWRNch8KxOi | |
ABFi+scg79M8qG+qwfNMVScoCJg/37IaqNFYi/Ly40hPnweBwANxcYMhk61DXV1qi+vT3DrH1Nbi | |
w5wc9BaLESAS4TWpFGerqqAyWSbHnJFDbUwt8jbkIWFkAiLcIpA8JRlFu4qgybUuEWlUGpG3MQ9C | |
XyHSZqWhLtk8UYuLi8OkSZPQuXNnHDp0qOXSnBwHxMcD69YBjzwCuLkBTz7JTBoSE4Fb52fgOETW | |
1ODTvDyMTUxE24gIDI2Lwwc5Obgol0Nj5To8zDCYDIgpisH2yO2YcWwGfDb7oOP2jhj33ThM/n4y | |
Bu7uj6FvOWPLiyFIGNcHqo7+4DzcgSlTWLBFIGABhibAcXqUlh5BXNxgREeHoLDw8wdSwWkJ/kek | |
WxkqlQRRUV1QtKsIkn9JsKOgAK/evMl0jP39AZ7HB5c+wMorKwGwKM22bWzfxMREdO3atb5hr62N | |
QXR0SIOGvnhfMVJnNHyZcTyP7tHR5qXJ6uqYm58VPaQfUn7AsK+HNUtu7LffWATtfjrnn3/+OYYN | |
GwaD4V4CYEJUVFfU1kY32idhRALKjzVu5LUmE/yFQvwYPRH5+VsaH0wkYmYYVswrVlxegVd+faXJ | |
ei9ZwlwM74a+Uo/YQbGQLpaC5+5ct/z8fHh5eSE317JbYVbWUmRkzK//n+d5pKY+g5ycD+rXKROU | |
EPoKoS+z/gLheR5PJCTitWVCFO9rhiWsRsOGQe7RGY+prUX36GjMS0/HgJgY7LxHEmqraCsG7RsE | |
rbFlcoYAEB3NOiKpKTy74SdNarllJoDly5fj0UcfhaaZGspy+QVERnbCgQuhmPjtUCh1Dcml0ahE | |
fPxwZGa+1eDe15fpkfFCBiI7RqLi54oWy/BVGwx4XSqFt1CI979KgCBMDF0pe2A4zojS0iO4cqUr | |
tm+fhIsXrURZ1Wrgk0+Y6Hznzox1b9oETWI5br5yEwJPAXI/ym3k8vlTeTm8hUKcNUPCogqj8MTh | |
J9BlZxfsiv0ae4sK0EcsRnhsLM5UVrboXI1GI1auXImgoCBcu3YNSiWwY0U5NrqshaKNP+RDJoD/ | |
5RfmaR4c/MAmOybOhPNZ5zHr+Cy4b3THoxseRWD/QIwYMQLff/99i6U2LSFLnoVhX41G3zfXYOJU | |
NdzdgZdfBmLvMpitq0uGRPIvRES0R1ras6iqOgeeZ0RHo8lGUtJ4xMT0N/tOawoajQY///wzZs2a | |
hXbt2mHq1Kk4efIk9E2QCX25Hvlb8iHuKWb65mtlUEnMd6yVSmDpUvZc7t1rfZSA4wxQKK4gM/Nt | |
REZ2gFjcB3l5n0Ktth6AaA4yVCp8mJODzpGR6BEdjQ9ychBdWwvuPqUvDQoDyn8qR8b8DAh9hRD3 | |
EiPnwxwo45X197ZJzSLQQl8h0p9Pbzr4cAsCgQCjRo1Cjx49cOzYMevuvQYDGzFatIi1+6GhwDvv | |
MKOmZt6nWpMJ1xQKrM7NxaPx8XCLiMDU5GTsKir6+3XkWwie55FanorNws2YcHgCXNa7oMvOLui7 | |
py8CtgbAfaM7ph2dhk3CTRAViKAvzGOBhKVL2bBm27bAhAlseFMsttp+8DyPmhoR0tKeg0DgiczM | |
JdBo/lz7z/8R6VYGz3MQCDwhT8xCdPdoJNfVIeRWuga6dgXS0nAj7wYG7RsEgBHTUaNu78ujW7du | |
SEhIqP8/OjoEtbUx9eUba42IaB/RiGDtLCzE7LQ085Vas4a1BBbA8Rz6f9UfpyXNcBgB82Bo5qh8 | |
A/A8j4kTJ+Kjjz5qsL6y8hfExQ1ptH2tuBaRnSMbpbIAwIGSEkxOToZWWwCRKBAVFffUfdIk1kJY | |
QLmqHJ6bPJFfY30MVyplpjTlZgJ2xlojEkYlIH1uOjg9q+OMGTPwySfWLdiNRiUiIztCobjG6lL+ | |
E8TiXjCZGr5gc1bkIG2Whd/0LtxYngHPP64jwUoUsgFSU812rpQGA0Kjo+F64wZE95hs8DyPmT/N | |
tGjW0hSOHAG6eihQ2e9x1orfBziOw9y5c/H000/DZCU6YzKpcPPmvxEZ2Qmfnn8Kjxx4pBGJvg2D | |
oRqxsYOQnf0fcByH0sOlEPoIkb08G8a6lpF9nudxrLy8PpomNxjA8zxk62SI7h4NbT77fb/+GggK | |
0kMk+hIikT/S0+dAq82/uyDg6FGgQwfgueeA252yxEQm6u7pCbz3HjSRMkgWSCDwEkC2Vgaj8k59 | |
RTU18BMKsbeYda5k1TLMPjEbQduC8HX81w0czTiex6mKCoTFxqJ/TAxOlJc3SWTKysowevRojB8/ | |
Hjk55di4kZGyOXOYkRN0OmaRHhbGOm6vv84epMOHW3RN70VVVRVWr14Nz06e6LW4Fzw3eGLikYk4 | |
m3m2+SkpzYCRM2J9xHr4bPbBrqsnsH49j86deQwYUI2PPtqCy5eDkZe3vsHIEscZkJe3AQKBF/Lz | |
N4PjHtykQ6lU4vDhwxgzZgx8fHzwzjvvIDX1TiCF53nIL8iROiMVEe0jIFkgQbWgutkdoqQkFiQd | |
OhRIsJ45c+t4HKqrBZBK34BQ6Iu4uMEoKNgGrbZ5WswAM8/aXlCA8NhYBIpEWJ6djaS6ulZ3s+M5 | |
HrXRtch+LxtRwVGI7ByJxLGJEHgJkDIjpdkEukGZPI8LFy5gyJAhGDBgAH799dc79dbrgXPnWFvr | |
7c0u6ubNgIVR2JZCbjDgWHk5XsrIgI9QiJ5iMZZmZeGSXA7dg1jK/knQGXW4kH0Bb/7xJrrs7IJO | |
Ozph8e+LcSrjVCMd92JlMY6nHcdbZ99C2N4wuK53xahvRmHllZU4l3UOtaV5zAHt7beZWHr79iyq | |
v307u4kt3DtabQFycj6AUOiNlJQnoVBc/lNcE/9HpP8EJCdPRXn5SQjcBdCW6OAtFLIc1FdeAXbu | |
hMFkQPuN7VFWVwaNho303A4evffee/jwww/ry8rN/QhZWe80KF+yQIL8zQ0JYI3RCHeBoIF1cz2q | |
qgAPDzbObgG/S39H7929YeKaHj6SyVibaCXoahElJSXw8/ODSHTHRS45vFCf7QAAIABJREFUeTJK | |
Sxs7MabPS0fB1samMRzPo5dYjCsK9jDedgCs73DExDASYiVs/u75d/HW2bearO/TTzMDFkswaUxI | |
eTIFyZOS8dup3xAcHNysyFhFxSmIxT2h1RZBJPJHTU1U47K1JkT3iEbFKctujPLzckR2isTBnCL0 | |
j4lp/gt1zx4gPLzBNdpXXIw+YjGOlpbCTyjEmtxcGO8qr1ZXix5f9sA3id807xh34/vv8X67PRj9 | |
iK45o3QWodfrMW7cOLz++utmX4gqVTrE4t5IT38BH156B+H7wuvTACzBYJBDfGk4xFOPQdxbDGVC | |
y4l+kU6HKcnJ6CMWQ2RmZKhgewEiO0diyztqdO3KcqMBwGisQ27uRxAIPCGTfQJTjgSYOBHo3x8Q | |
Cs0fTCZjRigeHsDLL0N9NhXpc9Mh8heheF9xfcczS61GsPAKhp1YBM9Nnvj42sdQ6S2TB57n8Vtl | |
JYbExaGPWGwxQh0ZGYkOHTpg1ao1+OorDv7+wOzZd1Kf7imUme089hiLqvv6sihdC2+C2traehON | |
V155pT73WWvU4pvEbxC2Nww9vuyBfXH7rFrctxQJJQnot7sXVv86CBGCEOzc+RYmTiyApyePt966 | |
8zsqlYmIjR2IpKQJ0GhkrXb8u5GdnV0/AjB40GBsnLsRV3pcQUzfGBTvLYax9v5yajkOOHCA/TRv | |
vdV8802OM0IuvwiJ5F8QCDyQmDgGpaXfmXUR5Xge5+VyPJ2aCneBAAskElxWKGD6C2wYOSOH4gPF | |
EAYIERUShajgKIj8RZAulkJxVQHe1PI68DyP06dPo2+fPljUuzeKJk9mHdxHH2XkLs/yHJrWAMfz | |
iK2txScyGYbFxaFdRARmpqbiSGkpFFZGYf9sKDQKfJf0HWb+NBPtN7bH8APDsT5iPVLKUlpEYGu0 | |
NTiXdQ4rr6zEqG9GwXW9KwbuHYi3zr6F42nHUZaTAvz0E3uXhISw0bqXXmIBiMrKRuWZTGoUF++H | |
WNwHMTF9UVy8HyZT69m5/49I/wnIy1uPrKxlSJ6SjIqTFXg2LQ3flZayH/5W7uwzPz2D75K+A8DI | |
2nfsT4jFYoSGhtbfdGr1TYhE/vXDhgBQLahGdI/oRjfmYqkUayyx23feYcMkFsDzPB47+Bi+TbRs | |
LX43Nm5kQd/7eQ+eOXMGXbt2RW1tLbTaPAgEno1c5/TlegjcBWatV3+rrMTAe3LCKyt/gUgUAI0m | |
h4XMv/jC4vELawvhuckTpXXWc5CvX2dtf1O8mDNySHwhER2dOuLXn361vvEt8DyPlJRpiIkZgKys | |
ZRa3qxZUQxQoMnsdDHIDREEiKC4rwPM8nkpJwYrm2t7yPLvxlrFji2tr4SMUQqpmL5dinQ4TkpIw | |
PD6+wWTOtPI0eG/2RmJpYvOOAzDLNV9fmJLTMG0ae/c9SPtZW1uLAQMGYMOGDQ3Wl5Z+B6HQGyUl | |
B7D22ifou6cvqtRN55gqrikg6iCAYPZq5EjWt7g+J8rL4SsU4hOZDHoLHRmTCdg6phinHUSQXTNj | |
sV6XjbRT/RH5ky0q9s0D3xyiWVnJUj98fYGnnoLykBAJoxMg7iOG/LwcpyWnEbitA3wOTMW02CvN | |
zrG8Taj7xsTgkfh43Lg1OsHzPPbs2QNfX1+sWxeFfv3YaFp8fLMKZffB6NGAszMbnctuerhVrf4/ | |
9t47PKoyf/9/Tc8kmSSTShpJCEmAQOhdEQXsrMqu2MUVXHFVVNx1RZdV0dUFUdYVe8OKBSwfFdBV | |
UCkphCSEJKT3PslMJtPbeX5/HAhEEsD97Od3+cf3vq7nOkPmdM6c536/n/t53w6xYcMGERMTI266 | |
6aZhbZ0lSRJ7GvaIS967RCQ8kyCe3v/0sKMQZ4tAwC3a2l4W+w+MFB9/nyIueCVKfF0l29E2Nwvx | |
0ENCREdLYsGCo+Jf/7pStLW99X+S7ToZrhaXqPpzldgYtlEsil8kwkPDxfLlywdGMf83MJnkZGpC | |
gsxHfsmlBAJu0d29TZSWXi727o0QR4/+XlgsP4oOt1s81dgo0nJzxeSDB8UrbW2i//+nSXRSQBKd | |
WztFXmaeKDpv8DwHR5VDND7VKAomFoj9CftFzb01wlpgPfv/v9paIR55REhpacKSmCjWR0WJq2fP | |
FgcOHPg/uprTo9vjEW+2y3OyDD/9JBaWlIjNra1DTjz+b8PisogtxVvEpe9fKgxPGsSVH14p3ip+ | |
67/qiuj2ucX+5v1i/b714vIPLhfGfxhF+nPpYtlny8Trh14XtQe/FdILL8h9f1iYENOnC7F2rZyM | |
OOl5kyRJmM3fidLSxWLfvmhRV/egcLnO7PB8Jvw/Iv1/ALN5tzh0aLZofKpRVN9TLV5obRW3HD0q | |
z+wICxPC6xWvFr4qrtt2nRBCnqS/ZIm8rSRJIjk5edDw3cGDU0Vv778H/i1JksjLyhN9+wanDsrs | |
djFi//6hO/PmZjmDNZSl+DHsbdorUjalnFVGx+uVR1g++uiMqw6J2267TSxbtkzU1/9NVFffdcr3 | |
jX9vFEeXHx1y2/OKisQHQ1gNt7ZuFqXvpAgpPk7WAg+DlV+uFA98+8Bpzy8QkKVZW7ee4UKOYd26 | |
dWLR6EUiPztfuFvPLiPW0fGu2LNHKWy209tTV91ZNeS9KLumTFTfc6IqQafHI+L27RO5Z5tS6ukR | |
IilJWL/8Uow8cEB89rOZRwFJEv9saRHR+/aJt9rbBzqZD0o/EKOeG3XGTK8QQh7WjI0V4vvvhRDy | |
xK3sbCE2bz67UxwObW1tIjU1VWzZskUEAj5RXX2XyMvLFDbbYfH0/qdF5vOZZwyUJEkSTeubxL64 | |
faJ3V69wuztEXl6maGracFbnYPX5xLKKCpGRlyfyTzMjze2W5/vOny9E/audYl/cPtFfeBLJq66W | |
h4HPP1+Yj7wrCgrGi+Li84XdfmZZjxBC1lJv3ixEWpqQ5p4jqv7ykfh0xKdi89jNYs+uPcLl94vr | |
ysvF7EOHRPcvyAT7JUm809EhUnNzxUXFxWLxvfeKrKwLxYIFNjFqlBDbtv2HAdG+fbJmVKmUh2qH | |
6OwDgYDYsmWLSEhIEL/97W9/0QTC4o5icc0n14joDdFi7e61wuQ4NUN1OgQCHtHa+oI4cCBJHD58 | |
iejrk8nRnoY9ImVTirj9y9uFzWMTVmuB+PHHqWLt2hdEVpZXTJrkF1u29AmrtUU4nfUntQbhdrcJ | |
n6//P64mYD9qF+U3lsvyjVuPCvMes3DUOERTbpPY8MAGkZWYJebOmCveefud/1grLkmScPr9Ytc+ | |
rxg71yPmXOkSO484RLXDIRpdLtHmdotuj0dYfb7TSn/c7g6xt/oJsf2n0WLrngTxz4N3ibzu02Qk | |
3W75XdTRIURLizzUWV0tvzuam2VdXV+fvN5ZPHCSJAnT5yZRMKFAFM4oPGOlHXuFXRxde1R8M+4b | |
8XX21+LAXw+IioIKUdtbK6p6qkSDpUG097eL3u4mYX9ls/CdO1fWMa1aJVfEkiTh9XrFa6+9JpKT | |
k8Vll10miot/QaJh2OuQu7HeXvm21NWdaPX18sBUY6MQnZ2yWu54nGz3+8Wn3d3i5ooKEbl3r5hW | |
WCieaGwUZXb7fy3Qs7gs4u2St8Vl718mDE8axBVbrxBvHXxLNLQ2iPb2dtHS0iKamppEQ0ODqKur | |
E9XV1aKurk60trYKk8kkrFarcLvd//H5BKSAONJ1RLx08CVx/fbrRcqmFBG5PlLWWe9+XJRs/afw | |
/ul+ISZOlHnP734na+qaT5Bmh6NGVFffI/buNYqysqWir2+fkCRJSJJf+P1O4fVahMfTJVyuZuF0 | |
1gqHo0o4nbXC6awXLleTcLlahNvdLjyezv9nEf5/Ab/fzoEDcUxQ1lN3TwshP43l4tJSGmfNQjFl | |
CmzeTOuEFCa9PImuP3VhMatIT5dduYKCYPXq1YSHh/PIMfu8lpZNOByljBnz1sAxmp9uxlnhZMxb | |
g+snLygpYUV8PNfFxXEKli+Xi0A/NnxN4MVbFzM/ZT73z7n/jNd54ABcfbXsQPxLa6w7HA6mTp3E | |
Cy+YmTnzh0EmJZJfIn9UPuO/GI9h8mDDkIP9/fyuvJzamTPRKE+txWy/JIu+cT7iN1SgUp3qBNJg | |
aWDaa9OovquaqODhDWI++gg2bpStwM9Uy72trY2cnBwKCwtRfayi/eV2cr7JIThz+NqjgYCbwsIJ | |
hIefg9fbyYQJO4atse23+Tk4/iBj3hyDcYFs99v1YRdNjzUxtWgqKv2J+uHburt5uKGB4mnTTutc | |
eBzihx8wL13K5i+/5JGZM4dc54jdzvVHjzImOJhXMjOJ1GhYtXMVjX2NfH7t5yiHM5Lo64PZs+He | |
ewfViq6vhzlz5LrCCxac8RSHRWVlJZdcMo833hhJVFQU48Z9xGslH7DxwEZ++v1PJIUNX/Dc3++n | |
8pZKPG0esrdlE5QsPytudyslJeeRlHQPSUmrht2+zG5nSXk58yMi2DR6NCHD3GubTXY/j4qCd9+V | |
f9+mz0xU317N+E+zCa/+VK6l/cgjcOedoFAgSX7a21+iqWkdcXE3kZr6CGr1mWsMC5+P19+8k4ea | |
3uKP1dHcon2O9u8SiL4qhpR1qTzhaOPD7m6+zskh6xfUxa2sr2fhP/9F18LFKIvjuTM4jadW6f/3 | |
7sAvvAD33y8bJT3xBNx2GwQFkZubyz333INSqeS5555j5jDP5ZlQa65lw/4NbKvYxs0Tb+b+2feT | |
HD58zXAhJLq7P6ah4WGCgzNJTV1HWNj0ge/c7iZMfYfYWvwPrPYjzI4UxBpSkSQ3Pl8vgYALrzcE | |
p9OAXq/DYACl8pgzmvDg99uQJBcqVTBqdSQ6XQJabTwaZTwKSxSKngRoTSZQE4+vXoOn1SPbcZt8 | |
CL9AGaREZVCh0ChQqBUoNAqQQHJJBFwB/A4/wi+wK+wojUqiRkcRNjIMTZwGdbKO/kQlXfEKGuMk | |
6oO8NHk8mI7ZZR9vAEFKJTqlEp9DSX+vgrAwMBgFfgQ+IfBIEs5AgFCVCqNGQ4RaTZRaTYJOhz0Q | |
oMRux+H3s1ynY3lPCSHln+Cq209onxFDfzy6XiUKS5/spmm1yoZRBsMJz3e1Wm6SBB7PieZ2y+tG | |
RMg/qMjIE8uEBEhOxm6OoOVjcIsYDOtGYZnVR5utjXZbO239bQOfzS4zVo8Vq9uK1WNFgYIQbQiq | |
gAqlWwkOUCvUaAwaAho3XpcVj8+NR6vEoxRo1VqMQUYi9ZEY9caBz1FBUTSUNrDniz1MGT2Fh1c9 | |
zDmTzkGr0iJJYDLJJf1bW08sTSbZyfvkZrPJl6zTnTAl1GrlvkgIucGJW+RwyAalGg2EhMjun0Yj | |
REULhMGHOcRFs9aG1hhgVloQl2aFcFFWCEmJiiHdil0uF83NzTQ3N9PZ2Ul3dzedXZ0U1RZR3lSO | |
qdtEsBSMNqAl4AngsDtQKpWEhISg0+lQKpWoVCqUSuVACwQCeL1ePB7PwNLn86HX6wkPDyc8PJyI | |
iIhBn2NjYxkxYgQjRowgLi5u4HNoaOgp59zW38aBlgPsb9nPgZYDVJjKmBk/lotCUjm3x0diexui | |
sxJvYhD+jHj8iRH4w1X4AxY8njb8/j5AAhQolToUCu3PlkqEkBAiAAxennOO6f8ZsvxfoLBwKump | |
z3EkVWJ2+2xGlh1k/+TJjPrb3yA0FB55hAkvTeD1xa8zM2km8+bBgw/KDoL79+/n9ttvp6ysDACP | |
p52DB7OZPbsNlUruAL1dXvKz8pndPBt12Alzhc9NJp5qbiZvypRTidlxV5W6Ohim+P9R01HmbZlH | |
1V1VROojz3idK1fK5mYvvvjL71Fu7rOUlf2FSy5pIOkkl5eeL3poXt/MlAOnGnBcW17OrLCwAROS | |
QWhoQEyfTuXOeUjBWsaN++AU45Nbv7iV5LBkHjt/+GDC55NdlV98UXYWPxOWLVtGYmIiTz75JAAd | |
b3TQsLaBCV9NwDBlaOfAhoa/4XBUMG7cVgoLJ5Oa+gixsVcPe4zenb3U3FnD9CPT8ffJ7oUTdkwg | |
bNqpFuI3VFQQo9Hwz4yMM577ppYWwtat4/fNzSh37hzsVHcS3IEAaxoa2GYysWXMGM4NC2H+lvks | |
zlzMmnPXnLqB3w+XXw4ZGfD886d8/cMPspnhvn3yKv8JXK568vMXsHNnJ1df/QPl6krW7lnLj7f8 | |
SJoxbdjtnLVOjlx+BOP5Rkb/c7Rsa3zytbqbKC4+j5SUNSQknGoWc9zM5tn0dG4aMWLY45jNcMkl | |
skX1iy/KRl/HYdlWR+CGFUQkmVD/z0fyA/czeL3d1NevwWzeyahR64mLu3HYYKvL3sWKL1fQbmvn | |
7Su2MP5IF2zYgK+skaaMx+ksS2DkAyl8t1TFmvZGPsnOZt5ZRL/ffvst1123Cb3+bUbnGJn4RBvv | |
O1u5IS6Ov6akEDNUL/xL0NIiW8ObzfiF4P3kZNa1t/PY+vVcf/31KId5Hn8J2m3tbMrdxJslb3JF | |
1hX8Ze5fyIoebFhkseymru4BFAoFaWlPodMlYbPl099fgM1WgMNRjkYThVYbj9NZQ7Mngk+aepmT | |
eiUrZz1MsC4BlSoEhUJJeTk89xx88onsV3PvvbLlOYCn04Ulr4P+8hbsrU24elvxK7pQZ/ShSOlE | |
xDbjD21CKYVCRyJS5UgiUqaRdPl8wuMmn+KS+XNIfol9BZVs+XQ3FVXdxI/IwqiLJ7RbSVq3koQO | |
BcZ2CaVCgZSuRT1WT/D4EIzjQ4nLCSM8ZbDbXkcHPPCA/HvduBGWLpXJXEAI+v1+LH4/bZ2dfHfo | |
EOUNDQS73ahUKno0Glqio6lLSCBIkshwuUjzmknwVxMnjjAxOompaZdjTF6I4rjn+9nA75cdfcxm | |
MJsRPT30tFbTnn8Qa345Ols3RslGlNVNsFfQER1Ed2I4/Skj8I5KQZk1Bv24iYSOHE24PoKIoAjC | |
deHo1IOjQuF0Yf37l3S90UiPaQz6BIi9bRQxf8hAG6fF5XdhdpmxuCxY3JaBz532TmpNbVS1NVPR | |
WoUl0AUhdlSuEUg9o9Ha04lkNAn6dEZFjGZsXDrJseFERZ1w9I6KgrAwmUT/ksdfiBOk2uGQb1Nv | |
L/T0yEuTSXC0w8fhZi+NLeDpVCHMWvTBHkKDzahV7QQCtTgcpbjd5cTHOxk1SklQpIoOqYNaTy1J | |
8UlclHMRiyctJikuidDQUEJDQwkJCRnkYHr25yxwOBxYrVasVit9fX0Dy76+PpnAd3bS2dlJV1fX | |
wGeFQkFiYiLJySNITAxnxAgtcXGCmBgXUVEWwsLakKQuhCIYhxSEyR2g0daPWwpitDue7HYdIyss | |
6BvMaLJnoJ61ENX5l2ENaaCtbTNOZzkJCStJSFiJVjtEUvJn+FU5G+7atYt7772XQCDAihUr+Mtf | |
/nLKOqtWrWLnzp0EBwezZcsWJk+efOqJ/AqIdE3N3eh0KfTeuICUv6ZwV1InC4xGlpeWwt//Dj/9 | |
xJ+//TMh2hAenf8oGzdCTY1sViZJEiNHjuSbb74h+1gHe/jwRYwYsYy4uOsHjlF2VRmRl0aScFvC | |
wN8CQpCZn8+7Y8cyZyiyfNNNskvSww8Pe+4rv1pJiCaEZy565ozXabHIHGD7djn5+Etw5MhvyMtT | |
8+GHVv79738PdJqHLzxM3M1xjLhxMElp93gYf/AgjbNmETaUJep994FWS+DJxzh8WHbnSk//x8DX | |
TX1NTH5lMnWr6jDqjcOe12uvwdatsuvZmd7vhYWF/OY3v6GqqgrDSXbbx7OO4z4ah/H8wcdyOCop | |
KTmXadNK0OkS6evbR0XFtcyYUYFafSoxPo6jNx1FHa3GWeEkfE44qY+kDrme2ecj5+BB3h07lvON | |
w1/nwf5+LjtyhIKcHFIvvhiWLJEzhKfBt2Yzy6uquDI6mrujtcx/czbvXvUuC0b9LLW8ejUcOQI7 | |
dw5rX/vyyzLhyMsbNq4bFjZbMUeOXEZKysMcPJjIrX+4FdUKFXtX72VM9DAul0Dfvj7Kf1dO6iOp | |
JN4xvDuly1VHScl8UlMfJz7+FgA8ksT9tbV8Y7GwPTubnCGyIsfR1QWLFsnGfk8//bPnKD8fli7F | |
PfMyivb8jsw3c4heHD3svqzWPGpq7kSlCiYjYzOhoRMHff9F5Res/Holyycv52/n/W2wtXZRETz9 | |
NM5dZdRFr8XhTcT+WDzXj27nnxkZXD/UyBVyB/fUU//kySdD0Olu4bnntNxwg3wd3V4vf29q4v2u | |
LlYlJbE6KYnQ/4VFccDp5PlFi/gqN5fnk5PJ8vlQrlkzkKH+b8HsMvNCwQs8X/A856Wex5pz1pAV | |
pqO29n4cjnKMxgvw+XqxWveh0UQSFjYTg2EGYWEzCArKoKXlKbq7PyYjYzMxMVfRae/kti9vo62/ | |
jXevepfs2MHBUHe34J2/uzi8xcKMkH6yhRWt20/Y7DDZhnuCbMOtH61HqZbffa46F/WP1GMprCF2 | |
tQf9oi6c3iPY7SU4HOXodMmEhk7CYJhCWNgstCFTKHVK5Pb3k9vfzwGrFa8QTDcYGKfT0X/kCPvf | |
eQdbRQW333ory5cvJzY2Fr/Fj7NStuF2lMvNWe4k4AwQOjEUw1QDoVNDMUwzEJwZzL79Cu66CxIi | |
nLx4SwFprXvx5ufjKioCm42WsWOJnD6dhOnT5f4lIwOiohBC0OX1Un3MMrva6aTSbqbU1kuHX0mq | |
ooMJIXpmRI1jSkQiOSEhwwZnQgjqLHXktuRS1FFESVcJJe0laJ1a0tvSmThmIlPOn8KY2DFkRGUQ | |
RyiKhgbZKfB4q6mRl263HN1MmDC49fXJUe/bb8uueytXIl10KZY9Nrq3dtPzZQ+GaQbirosj8spo | |
Wiwaiotlx9/iYrm5XJCVJbeUFDcVlZ/ybd4m5l2ZzLwrZ9Ir9VJnqaPWXEuduY5gTTDjYsYxLmYc | |
2THZ8jI2m5jgmP+KtbXD4aC0tJSioiLKyso4evQolZWV2B0OItJG44ydgMOQRZphPKmqTCK8SbS0 | |
qqmo9mDtCUYV3kVKqo9ZOdFMnxjGmDGy8WJy8tnHP/8bCBHA7W7E4TiK01mB3V6OyVROc/NRurs1 | |
mM2RmEx6uroUdHR4aGuzYjL1kZiYwOjRGWRkyC19dDqqaBXNimYKugrY37wfqauT23tSubgWxhxq | |
RJk0EtVll+Ocn0VL0n5MfduJivoNSUn3YDAM76z7qyHSgUCArKwsvvvuOxITE5k+fTpbt25l7Nix | |
A+vs2LGDzZs3s2PHDvLz87nnnnvIy8s79UR+BUS6q2srJtMnBH+wEYVawfcrdezp6+P9lBTZIrOz | |
k92mAh76/iHyVuRRUwPz5kFbmxyFrl69mtDQUNatW3dsfx/Q2fkOEyfuGjhG79e9NK5rZGr+1EHH | |
fr61lZ+sVj4ZIstFZaV8oLo6eThtCHTaO8l+MZvC2wpPm9k7jg8/lG3ODx2Sh5bOBh5PGwcPTmDG | |
jEYWLLiMxYsX88ADD+CsdlJ8bjGzm2efkil8rLGRbq+XFzIzT92h1QppabIFaXIyPl8vRUVzSEq6 | |
j8TElQCs2rmKIHUQGxZtGPa8XC7IzJSzSbOGdwwH5Bf7vHnzWLZsGStWrDjle8seCxXXVJD5SiYx | |
V8UMbFNScj4xMUsGSQcqK1egUoWQkfHcsMfz9njJT89Hl6hj2uFpKDXDpyt29PZyZ00Nh6dNGzLo | |
sPr9TCks5On0dJbExEBjI8yYATt2yLa0p4HF52NVbS15/f2sCuniyW9u5+BtB09IKd54Q/Ykzs+X | |
xxdPg7vukqUeX345OGN72uNbfqCiYimZmS8TE7OEvU17ufS+SzGWGDmUf4iYmJght+t6v4va+2oZ | |
++5YIi8682iL01lFScn5pKdvRBt5NVeWlWFUq3l77FjCT0McW1pkycqNN8LatSd1NkLASy/Bo4/K | |
0doVV9Bf0M+RxUfIeD6D2KWxw+5TiAAdHa/T0LCW2NhrSE19HI9Qc++ue9nTuId3rnyHuSPnDn8x | |
9fXw7LNYtpRSq7sPT1osD98JF16QxEMjRw7qsN1uN0uW/IPdu2/hwgtjeeut4J87+Mq7dLn4W0MD | |
3/f18deUFG6Lj0f7CzPIxcXF3HbbbRgMBl655BIyn35aDojz8uQXyoMP/tcJtcPr4NWCjew5+hTn | |
RXuZFBlMsDaKyMgLMRoXERExH632xP9Ff/9BKitvJjR0EhkZL6DRnHh2hBC8UfwGa75fw5pz1nBn | |
1p1Yd1uxfGvB/K0Z4ReEn2+kUhPOqwfCaVUEc899Cm66abDjs6fdQ9PjTXR/0k3SqiSS7ktCbRj8 | |
jEmSH4ezkqO9+TT0HsDvKCQqUE2vMhl30BQiwmaTHXsemRETUCoH/5gOHTrESy+9xPbt27noootY | |
uXIl55133ilEzdvjxV5ix37Iju2QDVuBFV+3h9AoM6G+CoJ78mhVKqien8D35yYTN2sWK+bMISMk | |
5Bf/P9j8fgq6CzjQtY+S/h6aVOOplZLQq3VMDjWQHRxEqKcDm7mE6rbd5LXkEqQOYnbybCaHT2bE | |
v0cQ9UEU41eMJ/n+5FPu12nR2wtlZXKwX1oq6xSrqmStREqKPBQ5bx7k5MiBgVaL2Qz7fwyw+z03 | |
uXsFZaYgwvQSE7Mlpi/SMnWmksmThyaYJpOJ9evXs2XLG6xYcTP33vtHIiJCkCQ3XfYW6sw11Fvq | |
qDPXUWepp9Zch0KhID1yNGkRGYyKGsuY6BzGxk4kNjQZpXLoa7XZbBQUFFBUVERxcTHFxcU0NTUx | |
buw4pk6cSs6YHLLSskhPSSc2IhbhESDA5PXyvcXMp50NVHsFSls1k/SCm1OnkqaZTHOnivpWJZX1 | |
SsqrFBytVGC3y8HC2LGDW3r68DxACIH3mDzIK0l4hRi09ARcuJzVuFyVuBwVuJxH8bjr0KiNhASn | |
E6IfRYR+FJGhmUSGjMGgi0Q5BJv3+Xw0NTVRU1Mz0Gpra6mpqaH1GR3HAAAgAElEQVS1tZXExERG | |
jx5NUmoSiigFfSF9NCnqCK8r58aWCBbWSMSaHPhnTME7OYTWtBJUcUnExt6IMeJ8lArVCX2NQoFi | |
4sRfB5HOzc3lscceY9cumSj+4x9yJvHBBx8cWGflypWcf/75XHPNNQCMGTOGH3/8kbifZVV+DUTa | |
7W6iqGgWmdYjtG5oxbAji3OLi2mbPRvFggVw3314LrmQ2I2x1K2qIzo4mnHjYMsWmc8UFBRw0003 | |
UVlZiUKhIBBwkpubxPTpZeh0cgZa8kvkpeSR800OoeNPZMfsfj+peXkcnDqVtJPf1sdx3XUwebI8 | |
ZjcM1v24jqM9R9n6261nvFYhZEnK+eefdpeD0Nj4OF5vO5mZL9HU1MSMGTP4/PPPifk4BqVeyagn | |
Rw1a3ydJpObl8U1ODuOHygQ++ywcPCinko/B5aqjuPgcMjNfQ+hnkrk5k/I/lpNgSDh1+2N45hnY | |
uxc+//zM17Bt2zaeeOIJDh06hGo4jWyRjSOXHSH18VQSViTQ2fk2ra3PM3VqPgrFiW18vl4KCrLJ | |
yfkag2HqkPtyt7gpGFeANk7LjPIZpwQaP8cfqqoQwGtZg4exhRBcU1FBrEbD5pODkk8+gYcekrOY | |
wwRZJ+Mzk4k/1tSQafoMt2kve3//E9oD+fJ49k8/yR3QGeDzySP7kyfLQ8dngsn0GdXVtzNu3IcY | |
jRdwuPMwi95dxPtL3ueHN3/gu+++Y/fu3YSc1LELIWha10Tnlk4mfDWBkOyz7/Tt9jK+PXwda5Sb | |
uDwmlafT04d8cR9Hba2ciV61SuaDA3A4ZB1Uaak8fDN69IljlNopvbiUtL+nEf/7+NOej8/XS339 | |
Q3SZPuXtJg2BkEU8f8lmDLoz/38BYDIh/rWZjn9WUee/mbx5wTQ9FMOmc8eiUSppaupgzpyd9PYu | |
4dVX9dx885mF0MU2G2vq66l1uXgiLY2lsbGnvUcAdrudRx55hPfee4/169ezbNkymdSVlMjPz+LF | |
8nvqySehsFDWkd9222D2+Qvh9Zro6fmCtrbNOBylaDQJtCpm8a8jhQh1PA+d+zCXZVw2QC4lyUdT | |
0xO0t79MRsbzxMYuHXK/nk4PR985SvEbxSQ0JxBxTgQJlyUQeWEkwWODB/YnhCyRePZZOca8/Xa4 | |
7Vofvreb6Xi9g/jl8ST/JRlt9OCMrM3vZ4fZzBc9PXxvsRCmVrPIaGSh0ch5YXo0ngr6+/MGmt9v | |
OZZJn0VY2EzCwmai0ciRUF9fH++++y4vvfQSIPepN998MxHHZT5CyMmWr76SW3ExvqnzsaUsolM1 | |
lsMtepRHfIT1KahTGUiZH87Mmw0YZhgISgn6jzOogYATk+lT9lZt5quOTgr8E6mTYgiJnIQUnIZX | |
pSc7OJgZIUZG5nmJeaWP6TNiyXo4Fd2I/1Cs7/XCxx/Dpk2yKHnVKrkTq6tDlB7BnltKoKiUYFMj | |
9epMigMTsabmEDRjIkmXZjN2psBXUEnP3mocnS0Ez3ITNNmFOtFFQFjx+/t+1myAAp8PXK4AWm0o | |
YWFRqNV6FIrjxPi4pl7gl/x4Ai68fieBgAshPKjwo1WCEAqEpIFAEMIZjN8WhMeixtenReuNROuJ | |
ROuMQGWLQNEbhugJA3sESpcRpTcSlVKPMkiJQqcgQACz04zZZUar1BKhj0ShCsEeCODyBAjxKwjx | |
K9F6AbeE8AkUOiVCp8CvUeLUKbGpFVjVCiwasOrAaxR4jeCOFLiMAqtRojdCojNUwhEBvjAlarUC | |
LQHUeFAJNyrJgUK4USiDUCiDUSqDQKlHodAhUCAB/mMk3HWseSQJjUKBXqkkSKlED4QKQZjfT7jX | |
S5jLRbjTSbjTSZjDQXh/P6F9fQR3dxPW2Ymxq4uonh5iensJ83jwAx6lAp9KiVcFfiGhlyDML1Bo | |
lEh6BVIwKA3RaLRRKJSyll9RVvbrINLbtm3jm2++4bXXXgPgvffeIz8/n+dP0lcuXryYNWvWMGfO | |
HAAWLlzI+vXrmTp1MPH4NRBpIQS5uUnkjP6BolEdzO2dS1pRAd/m5DDmhReguRk2b+aKD6/gmuxr | |
uH7C9axZI2ej//53efv09HS2b98+IF+prFxBcHAmI0eeYKv1D9cjOSVGbxo96PgP1NXhE4JNowf/ | |
HZAj8YUL5az0MJkEh9dB5uZMPr/mc6YnTj/j9TY0wPTpMpdNO0MSWwiJ/Px0srO3DwyXfPHFF/z5 | |
7j/zhv0NphdPJyhlcAZqW3c3z7e18eMQUh78fpmYfPyxHIWchP7+fI4cuZwvbFdg9al4ZfErw55X | |
f788Ivn99yc0jcPB7XYzbtw4Xn/9dS644ILTruusdlJ6USmxdwbRMfviYclyR8cW2ttfYMqUvEEk | |
G+TnoeyKMkKnhGIvthM6OZS0R09/o21+PzmFhWzOyOCyk1KKr7S383J7O7mTJxP08wBgxQr5fm7Z | |
cvobcAwmr5fbq6r4bt9dXG5I5IM/75G3veiis9oeZLnjjBnw17/CLbcMv15Hx1s0NDzEhAlfYTBM | |
pd5Sz7lvncumizaxNHspQghuueUWent7+eyzz9BoNIiAoOauGvoP9pPzdQ7auF+m4yuy2VhcWsTV | |
gTf567jfER29eNh1y8rkoOCRR2TON4DaWrjqKpgyRc5IDzHRz1nl5PCiwyT/OZmku4efJAmwvWI7 | |
G/Ys57GcSGJD4sjI2Dxs8DUsHA78L71D7T+aaXAvoGAJJJ0bxR13ahk1Ssvu3aNJSPhlpGi3xcKD | |
9fUEhOAfo0axKHLorP/OnTu54447mDdvHs8888ypIwgWC9x8s5w13LpVFnmuW/cfEWq/v5+ens/o | |
6noPqzUXhUKDVhtDZuZrGI3nARCQAmw/up2n9j1FQAqw5pw1XJqaTU3V79FqR5CV9To63eAAx9vt | |
xfSpCdNHJuwldqIujyLqd1G8FfoWG4s28syFz3BTzk3DEsvKMomnVjr49ICeBaMdPLRZz4wLTzyb | |
vT4f/9PTw6c9PfzY18c54eFcGR3NhUYjqWe4dq+3+xipzqe/Px+b7SBabSwGw8wBch0SksO+fXm8 | |
9NJL7N61i7/Mns2NRiNxBQWy0Pbyy+V2wQU0KxQ82dTExyYTt44Ywf3JyUT1Kyh838b/PG0jxW1j | |
nMqGWggM0wxymy43XfzpSW6fu4/v6r9jV+0udtXuQq1UszB1LjMiJdKVuYTpwhgx4veoI67hwP+4 | |
+Gl3O03T1NRNUFIreUgPCmJSaCiTDQYmhYYyKTSUqDMNi/b2wquvypNds7LkiPfSS2luVbJnD+ze | |
DT/95MVobGbhwgamTqhiVEQheirw+JrxaCz49F7UDgVaTwhaRRRqTQKBvkScR+Px1ocQNj6eyHNS | |
iJiWjEZrRK2OQKUyDGSSGxoaWLduHV9//TWrV6/mzjvvJDQ0FG+XF3ejG0+TB3ejG3eT3Dxtxyae | |
9vrw631Y9D10B7XQG9GGN9GMM8aExughOk5PVEwQUVFBRBm1hBvUKDV2fFIPPt/xZkKhUCMpDJg8 | |
XlrsNowhqWTFziAhfCw+VSR9hNMTCKXJH8IBp4o8h5oGr4QSkAICQ0BBotCS4FMT71UT61YR41IS | |
6VISYlPg7wBvu8DbKfB3SUi9ATRWP0aFjzC8BAUk/DovhHsIig2gH6ElKNaIfkQ0mmgdmigNmmiN | |
vAxXoPZb0Dg6UHa3yTM0W1uhrQ3R1YXHYsFlteJ2OHBFRWGPj6c/Ph5rXBzW6Gj6IyKwhoZiDQ6m | |
PygIq06HVaOhT6WiV6HALAS9gQBqhYJIlYrgQACt242wWvH29NDX1kJfUxNKez+RTitZlj4mmftJ | |
i7Excmo001Y8zsjJ1/w6iPT27dvZtWvXGYn0gw8+yNy58hDmwoUL2bBhA1OmDNau/BqINEB5+dVE | |
R19J80WZZL6cyT3h7cwMC+OO3l5Zj1pby8uFL7OveR/vLXmP3FyZx5SXy9uvWbMGSZJYv349AH19 | |
e6muXsn06WUDL2hXnYuiWUXMbh0shWhxu5lUWEj9rFlDD0P/7ndy6YTVq4c9/9eLXufd0nf5YdkP | |
Z5VpWL9ezrjs2HF67ZTF8gO1tfcwffrhQX/ftHATYeVh3Np+6ynHu6CkhNsTErgmdojh723b5KzC | |
/v1DHq+hbSuT376Rfbd8z/iE+cOe16OPyiPg77wz/Lkfx/r168nNzeXzs0ldA542DwVvX41+hJGp | |
t2xBoTz1Bsmyj/nExFxNUtJdg77r/qSbxkcbmVY0DV+Pj8JJhUzcPZHQCaeffPRTXx/XVlRQPG0a | |
cVotpXY7Cw4fZv/kyWQOVbnB4ZC1gWvXwg03nNW1CSF4q7qUx16dzjUhl/L3Rz8dsqLK6XD0KMyf | |
L/OmoeKS9vZXaWp6nIkTvyM4OIsuexdz35zL6tmr+eP0Pw6s5/P5WLJkCQaDgbffeJvqW6rxmXyM | |
/3z8oEm5Z4Ndvb3cXFnJy5mZLNQ1cuTIZYwZ8w5RURefsm5hocw7Nm2SE6kD2L0brr9efrhuv/20 | |
PwxXo4vSC0uJuTqGtCfSTvkN+CU/a75bwycVn7Bt6Tamxk+hs3ML9fUPERNzFWlpTwxkHs8agQC2 | |
177ilcdCSO4K5mh2N3/bewHKiOG1+qeDEILtJhMPNTSQEhTEP0aNYuqx0Y3+/n5Wr17N999/z6uv | |
vsqiRYuG35EkycNDGzfKE0euvFIeKVm3Ti6l85e/wB/+MCShliQvZvM3dHW9h9m8i/DwOQQCHpzO | |
StLTNxAXd8OQ7zMhBLtqd/Do93fT2t/EqqnXsWrea+g18jG8PV56Puuh+6NubIU2oi6NImZpDJEX | |
R6IKOhGQlnSWcNNnN5ERmcGLl73IiNARg45h3mGmdnUtQWlBRP5tNO//FMLmzZAy1cOEO3qojjNx | |
yG5jkdHIkpgYLouKOq2U6EwQIoDTWXkSuc7D5awj1J1A2FEFof9uxd0ewbYGB8VJySy47z6WXnMN | |
No2GJ5ub+aCri9sTElidlET0z/TLgYCs5Fq7Fm6+1MMfF9qg0oat0Eb/wX6UOqVMqqcZCJseRsjU | |
EEo9pTJxrttFaVcp54w8h4vTL+bi0ReTGZV5UgZfoq/vR5oOvkyffwfqpumMnPgHkmb9FqVSg0eS | |
qHA4KLHbKbHbKbbbOWy3E6ZWM/kYqT7e0oKCUDQ1yc/T++8jrvoNrTfcREGflqqqBnp6GggLayAz | |
s4GYmEY0mi6CghIJCkojKCgNvT6NoKDUY/9OQaOOQdnRLY8wHT58YtnQgJQ6GldwBuauZPqdqeiX | |
zCRqRTaGqQa8nd4Bguxp8tBZ0knNvhqUJiVxijh0ETr0aXqCUoLQpehwGBxUWaooaCzgh8M/0NjX | |
yNx5c5k3bx7z5s1j0qRJaDQaJCHRbG2mrLuMsu4yyk3llHWXUdVTxYjQEYyPHU92TDZJxtEc7mvj | |
x7aD6DRBTEuayIgQI26/Ba/PhPD1Eq6wEqe0EamwEYYVvdSHRrKCUkdAFUk/YbT5Q3AqI4jTjyA9 | |
NIHU0AS0mhg0mijU6nCUSj1udwtOZxn9/Yew2XLx+TzY7VfS1XUhLY2Taa+Op7vcg6jtIEVhYqzB | |
TJLWhlG40Ht9KN0QcKvxe3X4leH4hAGFUqDR+1AbQBOhQh2lQROrRz0iBE2iAXWMDk2kBnWkGnW4 | |
GlWoCpVBJS9DVAP9rhACIbwEAg4CASeBgB27r58+bz9Wbz82Xz8OnxWXrx+Xz4rTa8bhNuP3WVFI | |
DtS40Su96JUe9Li4/oKuXweRzsvL49FHHx2Qdjz11FMolcpBEw5XrlzJ/Pnzufbaa4HTSzuOl44D | |
mD9/PvPnz/9PT+0/RkvLJlyuWhTP34tupI49N2n5ureXj8eNg8RE+OknWmODmPjyRLr+1IUSNcnJ | |
ct+blQWHDx/miiuuoKGhYSA4yM8fzbhxHxEWdkLHWnJBCQkrE07RWF5fUcE0g4HVQ1W4KCmR9Rh1 | |
dcNmdwJSgIkvT+TJBU/ym6zfnPF6fT456bZ2rTy7ezhUVv6ekJDxJCcPnth2cPpBnut7jpmrZnL3 | |
3XcP/L3C4WDh4cM0zpo1tAZz7lw5IPjtb4c83sYDG/mp9gP+OsbN5Mn70WhO1e2aTLISobDwzBn1 | |
rq4usrOzyc3NJeMsS05YrXmUH/kturVbCU6KIeuNLJTaU6/F4ThKSck8pk07PCDh8Zl9HBx/kOxt | |
2YTPkWfltb/WTsdrHUzJnYJCdfogZ21DAwf7+/kkO5sZRUU8PHIkN56m2gQlJbI+IT8fRo0afr3j | |
EAKWLSNfaeLcrHzSZ73IJ9MvH1qCcxr88IP83Hz/vTzv5zja2l6muflJJk78nuDgDKxuK/Pfns8V | |
WVfw6PxHT9mPy+Xiyouu5Jb6W5gwYwJjPxg7iOicDd7o6ODh+no+HT9+YNKu1XqAsrIrB2Qlx7F/ | |
v5xwPiZ7PoFXXpHT0x9+KEcJZwGvycuRy48QMi6EzFczB3TwXfYurt1+LTqVjveXvD+odKPPZ6Gh | |
YS0m0yekpT1OfPzyU0Y0hkN3t8TcuVU0N/tYc2cXSV8pGdXVxeSLW4jYeD2Kod4dZwGfJPFmZyfr | |
GhuZYjBwscnE07feyoUXXsgzzzwzaGLuaZGXJ0cml18uz9oMCpJndK1bJz+fxwi1CAqiv/8AXV3v | |
y3NTgscQGytPzG5sfIzY2KWkpT1x2sm8LlcDlZW3AAJL6F08e/AdKmor+JPtT0wrnobnoIfIiyOJ | |
XRpL5CWRqIKHv8duv5t1P67j9aLX2bBoA8smLsNZ6aT2vlrcDW5GPzuayEsjqXe7+dRkYnt3D2X9 | |
ToKKo1Duj+aO6ZGsvEVF/OmVPmcPIeQhk6++gi+/xF9fhm3pRPrnx9E/0oHNW4Ik+fB4Eikq6Wfv | |
/k7qI6aQs3A5zy65nhFn0Kj39srv/W3b5JGlO+4AtVrgbnLTsreFyt2V2AvtRNRG4Axx4svwETsx | |
lsxZmUTkRBA8JviU+2krtlF7Xy2+Hh8p/4ghMOV7Oju34HLVEht7NTEx1xAePmdQZSZJCBrdbkps | |
Nsr7G2nur8FiqyHM18zY/hpiNXYM6j4Mmg5s/ZG43TJJTkhIIzn5OGFOQ6dLGlaHPBwkj4S7xopn | |
Xw3ugibcFb2461y4zWrcUgxeolGpPeiiJYIz9ejHGgnKiUU3KpgOqYNn3nuGz3Z8xjnnnINerycv | |
Lw+/3z9AmufNm0d2dvawlWy8kkS7x0PLSa3J7aLSZqbabqHLL/CjRuHtBU83BuFihEbJSF0QmaFG | |
ciJGMCM6lfGRaWhUg7P6Qgj8fit+fy8+Xy9ebw+19lZKrS3U2doICnQzVt1BtOhGK/UhSQ4UqECA | |
wI9SaFH7tag8KlROUNkDKO0eFC4/SlUQqEPwKUJxBQz0e8MxOSPosEXQ6zGgiQghzKgiIlwQYRBE | |
BEsYdBIh6gAKvwe/x4Pk8RLweZB8HiS/ByngRQgvAh9C5Uao3aB1gd4tN5372E3Tgy8I4dMhvDoC | |
Pg1+nxqfR43Ho8LlAYdHIPmCULpDUDpCUfaFUN1op6LdjD+gR63Ts6P+i18Hkfb7/WRlZfH999+T | |
kJDAjBkzTjvZMC8vj3vvvfdXO9kQjs+2v4OR9d/Q9V4X4R9nMPXQIbrmzEG5fLnMOu+6iymvTGHT | |
RZs4L/U8eWZ0gixVFUIwduxYtmzZwqxjM98aGx/D5+shI+NEpr7r/S463+lk4jeDZ/Mfr7lcN3Mm | |
6qF+fFdcIUs8TiKtP8eOmh3c/+39HLnjCOqzeLHk5srJ7uFqSwcCjmNa76PodCfInP2wnSOLjxDz | |
XQxzzpnDzp07ByQ7d9fUYFSrWTcUw83Ph2uvlYfPh9Ape/weRv1rFF9d9xUGx7vYbIfIyfnmlBrT | |
q1fLkrnNm894idx+++2EhITw7LPPnnll5MxKUdEsEhPvJibseiquq0BySmRvzx4yS1pf/zAuVx3Z | |
2R8CULm8EqVeSebmzJP2KTi84DBRl0eRvPr0ZMcvScwrKUEIQWZwMG+f9JsaFv/6lzxzfd++Mw+j | |
v/SS3HJzebtmG3/5YR2+yS/yQNpY/pScjOoX6Ca3bpW5UW6uHGu2tb1Ic/N6Jk3ajV6fjtvv5pL3 | |
L2Fs9FheuPSFITOLvl4fJReXsKdpD6YbTWx4ZsNZazeFEDzS2Mj7XV3szMk5JWvf1/cj5eVXk529 | |
nYiIcwdI9HvvyRU6AFkas3o1/Pvf8izKoeRVp0HAEaB8aTkIyP4km3xzPtdsu4ZbJ93K3877Gyrl | |
MHp8Wwk1NXcRCPSTlvY4UVG/Oe11f/21k9/9zkl09L/Jy1tIYmIMe80WnvtnKStedhNnqSVtfgMR | |
G26QRez/Acx2O0tef519SUnkGI08N3Uq5/7SovN9fbKco7ZWLvB+XNdfXIzzXw/QZcij6zItyvAY | |
4uJvJjb2eoTwUV19B35/L5mZrxAWNmPY3Qsh6Oh4g4aGNYwc+SAjQu+i938sdH/cjWWvhZacFj5M | |
+RDjpUb+OO+PzEqaddbPU3FHMXdvvZsrdl3BzKKZpD6ciuUWI59be/nUZKLL6+XK6GiWxMQwPyIC | |
rVLJoUNyDPbJJ/LozO23y6/pX1wJ0O2Wo9PjemeFQg5IFi+G887j54XAe52tvNe4m8M9+cwRdcTZ | |
S9FpOjGb1ajVaaSlncOIEdPQ60ej12cMSTbLy+G+P/k4aj/ArBu+oU6xi3pLPQtGLeDi9Iu5cNSF | |
xJhiBqqFOCucOModuGpcaBO0BI8NRjtCi6PMgbPSSdLdSSStTkJjPEHsnM4aOjvfxWT66JgefDpB | |
QWlAALe7Cbe7Abe7CaWkQ2rVYWqKpsI9m8OOTHyJsThTo2iJCqNBIYjTahkVFES6Xs8ovZ70oCBG | |
6fUk6XTEajQD/abkkfB2efF2evF2ePG0egZkF+4mN55mD75eH7pEHbqROoJSgk5qOnRBVigpxr2z | |
GH9hJRpzIyG6dlQeE/0REdSrlBRZrXTpdPQGBVFutTL9qqu4d8MGohMT6fP7Mfl8dHi9tHo8A63F | |
7R74bPb7iddqSdTpGKnTkaDVYO6rpKD+K0zmcm4Zeyn3TF5GUngSHr+H6t5qqnqrjk1wPNbMdXTY | |
O0g0JDLKOIq0iDQSwxJJMCSQaEgkMSyRRMII7q7B1fQj7qYCfK1lKLotKPoi8XVrEV1+Yk12Qlxu | |
AvHxaFJHIqWOIDAyGn9SJIERYQRiDIiYCKQwPRJ+hPAiSR4kyTPwWYgAXu+gaof09p74bLGARqMl | |
LEyDwaDFYNASEaElNAy0YU6UIU4UejtOHJg9DkwOGz19drq6++nu7cfSY0Pv1ZOgSSBWG0uMNoYo | |
ogizhhFsCkbfqkfXqENv16OOCaZV0lDRo6NTpyZivJ8F0zSMidaiQEHqX1N/HUQaZO3c8fJ3y5cv | |
Z82aNbzyiqxpvf2YocNdd93Frl27CAkJ4a233jpF1gG/HiItSR727YtkWnoTRRMqmWuaS8bBfD4b | |
P54JO3bIGoKvvuKRPY/g8DnYeOFG9uyBP/1JnrAO8Oijj2K1Wtm0aRMgZ02KimYwe3YbSqU8zBZw | |
BchNymVa0bRTtMXnFhezKjGRq4eSRBQWyiygtvaUl+pxCCFY+O5Crh53NSunrTyr677jDnnI79VX | |
T/2us/M9uru3kpPz9aC/19xdgzpKTdqjaXz88cc89NBDFBUVoQwOZmReHqXTppE0VFbk2mth5syf | |
zew6gdcOvcanlZ+y84adCCFRUSF3stnZHw9k7To65BJ+5eWcMQNUXl7O+eefT1VVFcYzVKQ4jo6O | |
t+joeI3Jk/ehUCiR/BK1d9fSn9fPhB0TTtERBgJODh4cT2bmSyiKZ1D5+0qml00/hXQ7a50UzSpi | |
av5U9OmnJ7uvtrdzR3U1uydN4ryzITJCyJlAvR7efHN4SUJ+vtwx798/UBD6zq/vpMJci5T9d3wo | |
2TJmzNAykmGwfj188AFs374Zk2njMRI9ioAUYOm2paiVaj5Y8sGQhNLd6qb0wlKiFkcR8UAE559/ | |
PldffTVr164943G9ksQfqqqocDr5asIEYocpw2U2f8fRo9cjSZ/y29+eM5hE9/XJBbIVCpn0/dK6 | |
fscg+SSqbq/iTfubvDPtHd688k0uy7zsjNsJIejt/YqGhr+iVAaRlvYERuPCQcTP74d777Xwyis+ | |
LrzwQz77bOWgGrAtbje/LTnCJd8KLn7OjN5RR+q4g0Q8frVcGPssGV1ubi7Lli1jxowZPPPcc3zp | |
8fBUczNJOh1/Tk7m0qioM05KPOnCZHa5di2+f66jez50db2Ly1VHnHIRce92EfphIdx4A21XaWjU | |
vEtKyhoSE+85bWbR4+mkqmoFHnMvsXWb6f9CS9+PfRgvMBKzNIaoy6NQG9RY3Va2lGzh+YLniQiK | |
4I/T/8jS7KWEaocfdZH8Eh2vdFC/roGfruzi6Tn5aFIXEKINY0lMDEuio5kdHj5soNnfL5sWvfKK | |
PBdu2TK5EsxpB4k6O+Hrr2XivHu3PLRznDyPGzfk79gZCLC5rY2NLS1cEhnJI6mpjDoWPAcCXg4d | |
+ozvvnub2tofyc4OZ8wYA+HhdgKBbjSaaLTaBALKCDqcPqr6uinvaUJFHKbKqRhc53LvjTPIHhuC | |
QqEe1I4Pr0uSh4DfjbPOSvfHLfQVtaFN96KMceLzWvD7+lCE21DEWSCqFxHWi1C7UPliUQWM4FXj | |
d7lAqJCkc2jMn8bB7Qns7ZpMRJSCuRcbOPcCNTOmSOjVAskrIXkk/K4AXTYPHb1uenpcWHo9OMw+ | |
3BYfWPwEmwUxFjCaIcgJ7mglvhgVgRg1JGhQjtShHakjeKRMljUJOrRqJRqFQm7Hfic+ScIvBE6v | |
l9KKCgqLiykoKqWsvp6I4BgydEmMTIzFmBiGiFRjVkp0CkG3Wk1vWBg94eEE+3zEulzEeTwk+3wk | |
CUGySkWSRkOSWk1SUBCxej2q4GA6JRsf1XzGx5XbGGVM56O05HgAACAASURBVPqJN7Jw9IVo1NpT | |
TW5ObjYb9PXht5jp727GZmrD29uFZDGjtJgJsdiJ6PeDgK4QsBiU9IdrcUQa8ERF4YmLJpAYjz8h | |
gfroGAp1Og57JByomRkRwxxjDOca40jSh6BAfg4VCgUKFAPvJ2/Ai8fvwRPw4Pa7B322e+0DBjpW | |
txWLu4+uPiumfisWlxWLpxdboBs/XjSeWHDG4rfGIuyx6KVYQhWxhKtjidElMiI4kcTQeIyeIFTd | |
bhRtLkSTA5XJgzFdS9R4PfpMPQd79bz9g5r2DgXaOWaWLIG75xqJ08vvS79f5jpZWb+S8nf/Tfxa | |
iDRAUdE5pKU9RvXsUMZ9MI7VIe2MDwnhnuBgSE2F7m4Omcu5/tPrqbqrCr9fzkjn58sSg6NHj7Jw | |
4UKam5sHKkMUF59HUtK9xMRcNXCc6ruq0URrTpmA9pnJxIaWFnKHCDgAWd7xm9/IFQWGQXFHMZf+ | |
f+y9d3hU1fY+/qYXCOkhEAgQegu9qRQLXEAE70VF5IMiiAVQxCt67dhAEEFAFLwgiAIqTaQqIJDM | |
TMqkkN7bTHpv0+ec9/fHSUJCJslE0ev39/g+z3lOcmbvffY+Z5+91157rXcdmYv0NelWsQPU1EjO | |
eocOSU7QzREXNxM9ejwFP79FTdcsLQSeffZZVFdXY/onn+ByVRVOWPL+U6mkaBe5uRKD/S0QRAFD | |
dg/Bvgf2YXpfybFIFA2Ij78fLi4DJEHVxgYvvijNLw1rlXaxYMECTJ8+HS+1Y1veHGZzDSIjh2DE | |
iDMtzHFIQrVJhaL/FmHkhZHoMqSl02dFxXlkpL8ALt+HgR+PgM88yzzD6u1qlJ0ow+hro5u4aG9F | |
scGA0VFReC4gAIdLShAzbpx1vL8ajcQBuHq15f5RVibZU+/a1cKmwSSYcP+R+zHYZzAGjnwV7+Xm | |
4u2+fbEmIMAqwYkEPv10B/r1+xT33nsVbm7San/txbVILE3EhSUXWgVQAKSFRfzMePR8ricCXwmU | |
2l5cjKlTp2LNmjVYu3Ztm/esNZuxMCkJLra2ODpsWJuRChsRGnoJlZVL4Or6DWbObHCszMiQBJbZ | |
syVbzN9h16oxarDyzErEJcTh/Z/ex5zjc+ASZD1jBSmirOwYcnLehqNjD/Tp8zo8PWdCpbLB/Pm1 | |
SE2NxTvvZOG11560qF3VCQKeSktDeq0GB2J8UP9uFhzr89HL8xJ835oBmyeWtklJZzAYsGHDBhw4 | |
cAC7d+/GwmYmV2ZRxHelpdien49aQcDzAQFY5u9vmRe+GUTRiIqK8yhJ/wxVtVfhVRQI/5lb4Bnw | |
IGxtJW1lTeJxaD55Fn6n62AzYQrsnn9ZehdtlF2aew5pX38FR/kiGCN6wGO6B3wf8YXPfJ827elF | |
iriQcQFfxnyJkLwQ/GvIv7B8zHLc0fuOFs+x5FIFjn+RjtDJhGwy4ebsgBldbBF+Ywuc9fn4av5+ | |
DPW1YmcI0vegVEqRMb//XlqvLl0qRZX19qJkitVgsoGMDGlVN2+etOjxaZuf3CCK+LKwEJtUKtzl | |
7o53+/bF0HZo7AwGAy5cuIBjx47h7M9nETSjD3rf5QatqwoONrW4q+cQjPQOQF93XzjamGAyVUOl | |
qkFxcQ28vEzo3t0MOzszSDNIEwBb2No6wsbGEWKtHQy5IuycXOA20B9OHt6wt/docNLzgI2+G2zr | |
fYAqL7DUC0JxF5iKTdCVCSjMMqMsz4zaQgMczALcnerh4qJFV1dbONi7wlZ0BkQb2DjawNbJtunc | |
eNh72Fs87PzsUedjiwpPoKSLgCKTEZVmM2oaD0Fo+lsvijBRivxoavjbKIowGgww6fUwaDTQazRw | |
srODW5cu8OnaFT09PeHj6oquZhvY55lgl2aAbaIO3rBH4JBu6DfOEy4BWpzcthlhP/yARffdh0X3 | |
3QcfG5ubkVZqawGNBtRqUFlRgPKyPJjra+Fj5wYPJ3c42dhLHUgUpcPWVlKaWTrc3MBu3WB2s4He | |
qQpahxJo7FXQOhTBofsAOAVOQtegu+HW426Idl4oqi9Cpa7S4lGtr4bOrIPOpEOFoR5FujpUGOpQ | |
Z9TCFgJcbO3gYmsDZ1sb2AJgA1uJo50jnOyc4GzvDCd7JzjZOTWduzp2hbuTuxREx9kd7k7uLc5e | |
Ll7o3qU7ujl1a/Et6nRAeTlRFG+AOkyLolgDilONKFOL0HVzgujnArOHI0xujjDY20OdbwOVmqip | |
AeAiwLGrCK8utuhiawdRtGl6lKQ0tNjZAZmZt1Hm/G2RxW8//kJVYWbmeubkvMe0Z9Oo2qridyUl | |
nBcfL/04ZQp56RJFUWTPT3oyrTyNJPnUU+TWrTfLCA4O5rVr15r+Lyzcz/j4BS3uUxdXR3lPOQWj | |
0OK6WRQZFBZGRXW15QoqFGRgIGkwtNuOpSeX8s0rb1rZavLMGTIoiNRobl7T6VQMDfWi2axrkbbo | |
myLGzY5rcU2r1XLEyJEMuHiRlysrLd9k/XryxRfbrMP3id9zyr4pFEWxxXWTqYZK5Rjm5GxgYSHp | |
6UkWFnbcptDQUAYGBlKn03WcuAEZGf9mSsqKNn8vPFBIWXcZq2Wt30/40dmM2PpMu+WLgsgb991g | |
zrs5ln8XRc6Oi+Ob2dkkySdTUvh4cnKrZ9Im0tNJX1+pnzSH2Uzeey/52msWs1Xpqjj0s6H8LOIz | |
pmk0nBIdzakxMUxv3iHagEq1jQpFPz72WC4fe4wUBPITxSccvns4q3RVFvPUJ9ZTHiBnwd6CVr/l | |
5uYyMDCQX3zxhcW8+Xo9gyMj+VxaGs1WPBeZTHokv/wip0zmx5KSY+SVK6SfH7l3b4f5O0JaeRpH | |
fD6CT5x6glqjlvmf51PeQ26xj3QEQTCxqOhrRkaO4KVLI7lgwT66u7/Js2fPd5hXFEVuyctjD7mc | |
v5ZVsPR4CaOH/cow11NUuy2j8T8fkqWlLfLExMRwxIgRfPDBB1lSUtJu2bLqaj6SmEjP0FA+n57O | |
2NraW9KYWVn5K9PSnqNM5sOYmGksKPgvjdX50iDZrx8ZEkKjsYKpqU9RLg9gaelxiloteeAAOXky | |
6e9PvvwymZhIkjRWGllwII9h9xzm1S7nGD3zKosOFtFYZez0sy2qK+IW2RYO3jWYg3YN4n+uvseP | |
wsJ4/+dydjtzlWMuhfP9nBwm19c35RFEgbsjd9N7szff/vVtao3aTt3TaCQvfFfNbXcc4yGH5Sx3 | |
6sFqvwHUPLNO6oMdjOMkaRIE7i8sZKBCwfvj4hhzy3O3BEEUGFUQxY0hG3n3wbvZ9cOuHPbxMI5c | |
PZJdBnThjLtncOvWrUxJSWk1tlRVkf/+N+ntTX7wAdnscbA2ppYx02IYOTKSlZfbGOebobaWvHCB | |
fPVVctIksmtXkfcNUXGz5ybGjFlO4ex5UhSp0WRQpdrG2NgZDAlxY3z8A8zP/4IaTbr1Y18nUVxc | |
zBMnTvCll17ixIkT6erqysmTJ/PVV1/luXPnWFVleexqDtEssiayhjnv5TD6jmiGuIUwbk4cE95I | |
4PuPvU8fDx8uXbqU8Q0yRIW2gp8oPuGAnQMY/EUw90btZZ2hzuo6m81aVlWFMC9vMxMSHqRM1p1y | |
eQ8mJPyLeXkfs7pa1mq+/j0QRJE36uq4XaXi/Ph4eoSGcmhEBJ9LS+OhoiKmazS/+/2Iokhttpal | |
J0qZ/WY242bHMdQrlIreCiYsTGDe5jxWXq2kqdbUkJ6MjCRXrxbp7i3Qe2w9XV9J59NRmUxp3lnb | |
we2UOf8y0utfSZAuLT3FuLjZLPm+hHH3x7HMYKBbSAgNgkC++640wpB8+qenuVUuSc8XLkgydiM2 | |
btzI5557rul/k6mGISHdaDDcMondFcOSY60nrx1qNR9umEgsYuZM8ssv222HqlpFr81ezKvO66jJ | |
TXjsMfKll27+n5u7iampT7dKFzM9hqXHS1td/zYujnbffsu4uLhWv7GuThqZGwTEWyGKIsfsGcPT | |
qact/m4wFDMsrD9XrIhvTxZvUd4dd9zBr7/+uuPEDaivT6FM5kODoW2BgiQrLlZQ5itj6cmbz6A2 | |
ppahg05RFuLHmhplu/n1BXpJGJe3FrR2qdWcGBVFoyAtsOrNZo6IjOTegtYCZ5s4c4bs1YssLr55 | |
7bXXJEHabG4zW1ZlFv23+vNCxgWaRZHbVSp6h4Zyq0rVpsCqUm1lWFgQdbo8ajTktGnkrEczGPBJ | |
rzb7Xm1ULWXdZSw+XGzxd5LMzMxkYGAgP/vssxbX4+vqGKhQ8KO8PKsG8EYh+uefG+5dG8vM9d1o | |
9u1G/vprh/k7wsnkk/Td4ss9yj0t6lN+vpwyXxmLDhV1ukytlnzmGYH33HOMO3b48No1X2Znv0Wt | |
1vK3cyt+qaigv1zOD3JzKYgiqxXVTJqjYIjjz0xyeJeV979NQ+wNvvfee/T19eWhQ4c6NRmqdTq+ | |
lZ3NQIWCoyMU3Jt6lLHJKymT+VGpHMPc3I0W6yr+dJrFCz0ov9CFacnP0mSysNBITaV+zQYWeCxh | |
XLcvGOL0C2WTtjFq0xvUlpZZXce2kKnVcnd+PicrrtHh0s90/H47fb98iusuf8jEksQ2n4O6Rs2H | |
fniI/Xf05/n0DhY1gkDeuEF+9BE5fTrZtSs5eza1m3fyx60ZfOghsls36VvZvp1MS5OEg1bFiCJ/ | |
KCnh4PBwzoiNpbwt5Qql8S6jIoP/jf4vHzn2CL03e3PIZ0P4/PnneSbtDGv1N4VvjUbDH3/8kU8/ | |
/TR79erFfv36cfXq1Tx37hzr6m4KdZmZ5MMPkz16kDs/MjJ+WQpl3WUs2FNA0Wz5OVVXk+fPk6+8 | |
Qk6cSHbpQs6YQb7zqo5Xn/qWWr8+5AMPSB9mGzAaK1lcfITJyY9TLg+gQtGbKSnLWFT0DfX6ToyD | |
zWA2m5mcnMx9+/bxySef5MCBA+nh4cE5c+bwww8/5PXr16nVdm6RZLHulUaWHi9l+vPpjAyO5HW3 | |
6zw18BRX+q3kPf+8h15veXHJiSWUq+QdfnOCYGBtbTQLCv7LtLRnGRU1ntevuzIqaiLT09eypOQ7 | |
6nTWjYO3C2ZRZFRtLbepVHwkMZG9FQr6yGScFx/PD3JzeaWyktUmU9ttMgmsT6xn0TdFzHgpg7Ez | |
YhnqEUp5gJzx8+KZ/VY2y34so75Q3yqvSkVu2kQOGSrSt6+JvivVHHDyBj/Pz2ddO/e0hL8F6T8Y | |
BkMxQ0M9qC/WMcQ9hIJJ4PioKF6rqiLDw8nhw0mSZ9LOcNqBaQ15JC1pfr5URlZWFn19fWlq9nKT | |
kh6jWr2jxb2KjxYzdkZsqzrUmkz0Dg1lTlsfdqNWWt+6szXHO1ff4aJji6xtOktLye7dpWaKosiI | |
iCGsrpa3SKNJ01DmJ6NgEFrlX5yUxCUnTnDIkCGsv3VluGsXuXBhm/e+mHGRw3cPpyC2LrcRWVk5 | |
dHOrZELCuQ7b8uOPP3LkyJE0tyM4NocoioyLm02V6hOr0tdG1VLeQ071LjUFk0DlWCULvypkScl3 | |
DA8fRLO5/ZVx2ekyhvUNo6m6WR+pr6ePTNZKC5ym0dBHJqOypsaqupEk336bvPNOqY/8+KPUX0pb | |
L35uhSxPRt8tvowvljQomVotp8fEcFJUFJNuead5eVsYHj6AOp2q6drFRAXtA27wqbWWBciq0Cpp | |
EXKq47pkZ2ezb9++3LlzJ0nySmUlfWUyHiluWwBv0ZZbhGiaTOQLL1AY1I8xP/SgSrXNqnIswSSY | |
+OqlVxm4PZCR+ZEW09Qn1jOsXxizXsuiKFg32SUnkyNGiOzXL5zBwXexoKCAdXXxTE9/gTKZD2Nj | |
72VR0UEajRXtlpOv1/PO6GjOjpOUASRpLDdS/UEyQ7xO8QSO8iPndUx/6zuKJuu+kUYYDGUsLj7M | |
pOSl/DXUh8dCh3PZtWe4QHma21QqZlkYt7TaLN64MYuRiqGsfm46OXIk2bDgFowCq65XMes/WYwc | |
FclQr1AmPpLAjDUbmT/Hg2afbhRHjSI3bCCVynYXg7eiymjkidJSPpOayqCwMPrL5Hzox2hueDCE | |
kc8mUVuopVwl54sXXmTg9kAGbg/k0z89zZPJJ1mjb/29Xci4wP47+nPh9wupqm7o942C86efkg8+ | |
SHp5kQMHkqtXk+fOtdzma3oe0np3xQppzdu7N/nkk+Thw2RRkciLFRUcq1RynFLJnysqWu/SCSZG | |
FURxe9h2Lvx+Ibt/3J09P+nJR48/yv0x+2/WrQNI414cN23axGnTprFLly6cOHEi169fz7Nnz7Ki | |
uIJn1hRygkMlAz2M/GafmQ1rfJrN0ivcu5dcvpwcNkwSnKdPl17VtWukLreY/M9/pGeyZAmZkGD1 | |
u2usX319CvPzP2NCwj8ZGurJsLC+TEpaTLV6J2tqIikILXcnBEFgWloaDx8+zHXr1nHq1Kl0c3Nj | |
UFAQlyxZws8//5zx8fEUhLbnmtsBrVHLQ9cOcdnqZXx1+qs82vsoL9pc5BGXI7x4z0Wqd6tZG1VL | |
wSDQaKxidbWC+flfMDX1KSqVY3n9ugsjI0cwOfkJqtU7GrTNv1/Yv93I1+t5vLSU/87I4B3R0exy | |
/Tr7yRV84vwN7vxvIs+/mcTIxxKoHKvkddfrDB8QzsRHEpm7KZcVFytoKGl7V6aujvz6a0kH5OEl | |
MvjRanbbfYMPxMXzcmXlb15E3E6Z828b6TYQHj4AI0f+hOTJGgzePxibfcphA+CDxnDhN25A190b | |
3bd2R+6LufBy8cLjj0tBKtY00AlPnDgRH374YRP3amXlL8jOfg3jx0c33Uc0SpEOR10e1Sp62/qs | |
LJjbCtACAPffL9lLr17dZju0Ji2GfDYERxYewV2Bd1nV9u++Az74ALh+PRKZmUswcWJ6C/ulrFez | |
AAL9t/Rvka/EaMSQyEjkTJqEF1euhCAIOHTokJRXECSuuoMHJeo7C7j767uxfPRyLB21tM26rV0L | |
CEIJFi8eieHDj8PDY5rFdGazGcHBwdi6dSvmzp1rVbvLy88iO3s9xo+Pa3IK7Qi6HB3iZ8fDsacj | |
bGxtMOryKNjY2CAlZSns7NwwaNDn7eZPX5UOc7UZQw8PhZHEpOhorAkIwFM9W0dyPFFWhn9nZiJ6 | |
/PiOAxgAklHYokUStYlCIdlkTppkVbu+S/wOL//yMmTLZejr0Rciib2FhXgrJwcv9e6N9b17oyj/ | |
YxQV7cOoUVfh7CwFJEkrT8P0g9Oxc9pRvPPE3Vi+HFi//ma5lZcqkfJYCoYeHgqvWR2H/AaA3Nxc | |
3HPPPbjjnXdwacAA/DB8uFXOl63YOWpqJGdMsxn44QfonWsRFzcL3t7z0L//lhaUXB2hVFOKxScW | |
w87GDkcWHoGPa9t2rcYyIxL/mQjH7o4Yemgo7LpYtuUmgQMHgFdeEeHrux0DBlzH0aNH0LUZJaEg | |
6FFRcRqlpT+gquoy3NwmwMdnATw974Gr67BWttMmUcTrOTn4obQU3w0bholdu2LHjh3YtHETPn5q | |
E6Yle6P8kgFmsxO8JgCeT42Fx1z/VpHnTKaqBk5jBSorf4FWmwoPjxnw8poDL6/ZcHHpC50g4EpV | |
FX4sL8eZigr4OjjgHk9P3NXNDf01R6Er/BCBgevRq9dLoM4Gte8fR82ua6gJmIPaYi+4DHSB1xwv | |
eM/xhvMYPdIyl8NkKsPQoUfg6tRP6sOnTgE//wwUFkosFvfeK40nI0YAjo4giQydDmG1tVDU1EBR | |
W4scnQ53ubtjlpcXJmXZweHFfDh0c8CATwfAbWxL/xGSSC1PxcXMi7iQeQEKtQKDvAfhzt534s7A | |
O3FH7zvQu1tvGNQ5OHXodRRc/QkLNb3RN6McNj4+EmXijBlS3Sx8w22BBNLTgcuXgR8umKAIsYGN | |
mxkTJwILpzlh/EQzHHslI6UqFrFFsYgtjsWN4hsIdA/EXYF3NR193Pv85kiFjdDpdIiIiMC1a9dw | |
5cQVRCdFw8/VD2Pumg46z0F4+FiYTH3Qo4cTVCqpmZMnS0PL5MnSq3BwANCMAxqPPioNBB3xlFr1 | |
rERotemorQ1DTY0C2dkypKTkoqjIFyqVC3JzTUhNLYWXlzfGj5+A8ePHY/z48Rg7diy82gg4dLuR | |
VZmFPVF7cDDuICb0nIBVE1ZhzoA5sLWxhbYmH1ePHEZGxCV099bDv58etj1UgJsG9jVBcBaHoavb | |
WHgFTobngPFwcOkcJemfCYqEscgIXbYOuiwd9Fl66LJ00KZpoUnVwuxlh6ogO+T0BWIDTMjoQ7gM | |
cUUfvy4Y5OKCQa6uGOTigoEuLi18gAQBuHpV8tn66Sdi2GQzhJlFyBitxpN9umN1QECTc+1vxe2U | |
Of8WpNtASsrjcHefBs1H0+EU4ITsp93wSnY2IseNkybj++4DVqzA/KPzsWj4IiwJXoLTp4FPP5U6 | |
AABs27YNCQkJOHDgAACJZD8srA+Cgy+ga9ebpLs5b+fAVGHCoN2DWtQhX69HcFQUMidNgpclwSk6 | |
WnI6zMxsl+7saMJRbA3bCuVKJWytEBZIyQ9t0aI1uPPO7ujb9yZ7gmgUERYYhjHXx8B1cEtWhw/z | |
8pCn1+PLwYOh1WoxefJkrFq1Cs8++yxw+rQU/jEiwqIXenh+OB49/igyns9oxYfZiMJCaZBOTgYc | |
HSUWhlGjrrR4lo3Yv38/vvnmG1y9etWqiUUUDYiMHI5Bg3bDy8v6CH8AUBtVi9gpsfC63wvDfxgO | |
W0dbmM01UCpHYdCgz+Ht3bYgL2gFxEyJQc9nemLHP/RI12pxasSINuv878zMJoYKqyjqysqAPn2k | |
/vrTT51q166IXdgVuQuy5TL4dZEYZPL0ejydloZgzX/xgM1FTBp7HU5OAQAk3uQp+6fgrWlv4ckx | |
TyI/H5g6VQpB/9xzQPnpcqStTMPwE8PhMdV6OjWS+E98PLZlZODFkhJ83M7CsRGthOicHMmZa8YM | |
YMeOJmc2k6kSiYn/hKOjH4YMOQQ7u44H5/D8cDxy7BE8PupxvDvj3Tap7ZpDNIhIezoNmgQNRpwa | |
0Yqpp65O8g2NijLCbH4IDzwQhE8++aTNMPaAxBRTWfkzKirOoLr6OgShFu7u0+DmNhZduoxEly4j | |
4ezcBzY2tjhdXo7lv/4K961b0cvZGQcOHED//g0LYRLab6+jcus1VKU5odqvN+xGl8BxSgkwIBcm | |
73iY7Arg5jYe7h5T4Ol5H9zd74StbdsR8AQSUXV1uJwdj5j4VFQV9sbwfBcE5zggIF2ES4EZjiNc | |
4T3KFj4R/4W7XQocvt4FBAejouIi0tKWw99/Gfr2fbfJMbE5dIWFUIeGQhUfj7SqKiR07YrEoUOR | |
GBCAbgDusLXFHZ6euKNvX4zy9IQ5z4Cs9Vmoi6pD/4/7w/ch347Hhfp6GFW5yIy5hCLlNRiT49Et | |
pwADSsxwgh0KBvdExbC+OOWWjwh/Ef95ZIdV3P1tQVlVitfSohFfkYM5Lno4lJYiTp2JnJoMVNpk | |
ANV94Fo3Br3tx2Ckzxjc1X8sRg7wQq9eEu1kJ0h2LMJgAEpKpCP1mg5RX1RCVe2Aij4eyCwBKitt | |
4O5eCDIOVVUyiGImunY1YNq0AMyYMRiBgYEICAhAgFaLHgcPwvHCBSla2bp1QHsc+O3AaDSivLwc | |
ZWVlUKvVyM3NRW5uLvLy8pCbm4vMzEw4Ojpi6NDBGDjQB/36OaF3bx0CAkrg4JACW1sHODsHwcUl | |
qCEwSxCcnfvC0dEfjo6+sLf37jT3dFswC2ZcSP8e38fvQX5VPBYMmIYZvUegi01dA71fDvT6XNjZ | |
dYGzcxBcXYehpMQZP/54A79ezMIjk9bgwdH/gkuJC7RJWmiSNTDkG+Do7wjnfs5S0Jd+znDq7QTH | |
7o5w7O4Ih+4OcPRztBjf4PeAJIRaAaYqE0xlJhgLjTAUGqRzgQGGQgMMagP0OXrYdbODS38XuAS5 | |
wLm/M1z6u8B1kCtch7nC3q3lsy03GpGu0yFdq21xztDp0MXWFr5whrnQCUVxTuhmdEKf/iIKg8pg | |
203ECn9/rOzRA36Ojr97sQj8LUj/KSgo2IO6ukh4p2xG4d5CDDk/Er5yOXImT4b3kSOSdu/YMeyL | |
2YfL2Zfx3UPfQaeTqNjS0wE/P6CwsBDDhw9HQUEBXBtGuezsNyCKWgwYcJNuwlBggHKkEpNzJ7fy | |
PH8yNRX9nZ3xZt++liv6z39K0ko7jBQkcdeBu7BizAosH7Pcqvar1QbExvZCYKASo0ffvHfZyTLk | |
78jHmOstOWrNooigiAj8NGIERjcEbsjIyMCdd96Js2fPYuIrr0jkqi1CyN3Eg989iPuC7sOaiWss | |
/g5I2mg7O6CRCrqk5DtkZ6/HmDEyODv3aUqn1WoxaNAgnDhxApOs1MCqVJtRU6PAyJGnrUrfCJKI | |
nxUPjxkeqFXWQqgVMPzEcDh4OqC6+jqSkxdj/PhYODp2b7MMXZYO4ZOjseFD4MSyia0ikTWHSRQx | |
Oz4eo7p2xbaOuI5JiSrAYJAiy338cftRdyzg7atv42z6WVxbdg3dnCSWlby8jUjL34813IbFAcF4 | |
o08fmMw6zPh6Bu4feH+LgCvZ2RKv7vszShB0MRMjz45Et/HWR+AziyLWZGQgoq4OX3p7Y+mcOVi4 | |
cCE++OCDNgfTVkK0TCbRJbzxxs3tomYQRQNSU5dBr8/DiBE/wdHRsnaZJL6I+gIbrm3A/vn78cDg | |
tkOPt5U/f1s+VB+rMOTgEHjPlgK0REdLCrsRI0oQHn4HXn/9xRbBjayFXq9GTU0I6uvjoNEkoL4+ | |
ASZTGRwd/VFVZYvEpAKgZz849x2Iuzz94GIjQBA0EEUtTKYKGAwFMBlL4aBzhHO6Dexqh4DCdJjT | |
xsIY3humQhGOPRzh6OcosSR42ksBORpeAwVp8jVXm2GqNECnroaoBRx728I1yA/6gY4oHGyL5H4i | |
wnoYkWHWQ20wwM3ODj3r6+GRmQlXD4IB1fD0vAvOPOTnSQAAIABJREFUTv6wAaATRdQ2Y1woNhpR | |
azajl5MTAp2dMcjFBSMcHDCisBAj4uPhk5goBa3KygLVaoj2XWEwuME2wBdOI3vApltXaSCxs5MW | |
VCYTUF9/86iokFbtjXRMffoAQ4dKO2qDB6M80Adx9hVIKEtEclkycqtzkVSWhKK6Itjb2qOnW090 | |
79odns6ecHd2h4OtA+xs7WBvYw8bGxvozXpoTVpoTVrUGetQUFeCwvpimEQTPF39MNijNwZ5D8RA | |
r4EY4DUAA7wGYKjPUDjadEFWFpCaKkUVTUmRlL4NkZfh6ioRfri73zycnSXSB1tbqbk2NhIjQn29 | |
RPCj0UgbNSUl0jU/H8LDqIdXvRbDpjkheEEXDBhog/79JcKqxnUdSajVhdi9Ow1ffZUKR8c0DPKN | |
h1YVh4KaGpTa2MDdwwMenp5wd3dHt27d4O7uDhcXF9jZ2cHW1rbpbDQaodPpmg6NRtMkPGu1Wnh7 | |
e8PX1xe9e/dG3759WxxBQUHwaYPlhCSMxpIGATYbOp101utzYTSWwGQqg8lUCXt7Dzg6+sLOzh12 | |
di6wtXWBra0r7OxcYGPjCIAgRQBiw1mAINTDbK6DINTCaKpGvaEMtmI9TLSDvYMfvLr2h7NTTzg6 | |
9oCzc9+moDHOzv1gb9+aRSs7Oxu7d+/GwYMHMWPGDKxduxZTp04FzZT4r3P00GXroM/Rw5BvgLHE | |
CFOJSTqXmWDbxRb23eyliIBudrB3k/62cbSBjd3NA43vz0CIBrHpoIEQNALMVWaYqkwwV5th52oH | |
e097OPg4wKmnExwDHKVzT0eJezvACc5BzrDv+vsWImVlwOGjxIGTJhSa9Ri3QIeaUWWIc66Ep719 | |
E6VpucmEcpMJJOHt4AA3Ozu42tmhi50dXG1t4dpwtrORiPps0EjVJ/1tJmEQRRgb2FnOjRr1tyD9 | |
R6O+Ph5JSQ9h7MAkhPcNx50Vd2J+SiIe9/fHI4Ig8XuWlaFIV4Zhnw9DycslcLRzxKJF0m7j009L | |
5cyaNQsrVqzAokUSdZxOl4WYmMmYMiW/hUYn8aFEeN7tiYDVAS3qkaLRYMaNG8iZPBmulrRTCQlS | |
RLvMTKCdqHRRhVGYf3Q+UtekNglE7aGs7CSUyp3YsOEaFIqbbFTxc+Lh95gf/Je21DD8WFaGj9Vq | |
yG+h7Dt16hT+u2oVztjawi43t2HPryWSSpNwz6F7kLM2B64OltUqBQUSvWpyckvlRn7+ThQUfIYx | |
Y0KbhNXNmzdDqVTi+PHjHbYTAAyGQiiVwRg3LgIuLv07ztAMxV8XI39HPsZGjoWNjQ2yXs5C5cVK | |
jDw3Ei5BLsjJeQs1NQqMGvVLm5HrqkwmPPFpBNZ9aoM7YyfA0a99s5JKkwmTY2KwvndvrGxv+3j3 | |
bokYPCxMotiaOVOKGDF9utXtI4lV51YhtSIVF5ZcQEnBNhQXH8Lo0b+iHN54Nj0dOdp6eKa9h4Hu | |
PbB//v5WAm7CpkJkvpWL0peD8cxH1m9T1pvNeDQ5GSYSx4cPh5u9PcrLyzF37lwEBwdjz549sL+F | |
Jq2VEP3NN8C//y3tEc5uHSb8ZjtF5OS8gbKy4xg58jxcXVtGv9QYNXj23LOIL4nHiUdOYIBX5wK2 | |
NEd1SDWSFyejx8qeOO3RBxs32uD//i8C3377AL766ivMmzfvN5d9K/LyMvDSS8tga1uFN95Yhe7+ | |
XvipvAjXq0qwuHtvTPLwh52dK+ztPeHk1AuOjj0kDXBdnRTcZ+dOwM0NWLsW4r8ehqEUMJVJE62p | |
ygRRK968mS1g724PjU0UCqo3wb3/MAyc+D6cnHzbrJ9IotRoRFZNCpJjNsDlDGHWeEBcvgIcOBAk | |
4WJnB3c7O3Szt0c3Ozv4OzrCz9GxXVpGCkTRV0XIfSsTvtNt0OfZrnC0q5OEZK1W2jtuPOztpbGz | |
8fD0lFS87u7thoe/FTqTDpvlm7EjYgdmBs3EwqELIVKEWTRDoABBFCBShIuDC1wdXKGHA45V1OGq | |
Fni2z3C8FjQM7taYbFlqL6WmVVRIgnHjYTBIFl6CcJNNzcVFamaXLtLRrRvg6yFA83U+Crap0ePJ | |
HujzZh/Yu1shIJEQLl9F6bpNYFoafgh8GSO3r8D0uc6oqChHTU0NampqUFtbi5qaGuh0OoiiCEEQ | |
IAgCRFGEo6MjXFxc4OLiAmdnZ3Tp0gU+Pj7w9fWFu7t7m1EBbwdIASZTJUymUpjNtRBFHURRB0HQ | |
NvxtbDD5sm1xtrXtgpTKPJxIPY/LuQrcE3Q/nhjzPMb3uuN31ae+vh6HDh3Czp074eLighdeeAGL | |
Fy+GcztRKikS5iozzHVmCHVC02GuM4MmggIBQfomKBCwQQsqQRsniVqwUXC295KoBNuiZr0d0Okk | |
XeS33wLXrwMPPECM+ZcGiv55+LW2Co93l8w3BlrYZtEKAipMJtQLArSiCG2zs0YQIKAhnDhw8yDh | |
YGsLRxsbODWcH/D1/Zv+7o+GKAoMDfWiXl9A5Wglq+XV3KFWc0VKipRg9GgyJIQkOeHLCbycdZkk | |
+f335KxZN8s5dOgQ582b16Ls2Nh7WVLyXYtrlVcqGTE0wqLh/IL4eH7W6MVoCYsWkRs3dtimZT8u | |
4yu/vNJhOpKMj1/AwsKvePfdN2n9dHk6hnqF0qxp7egz88YNftuGA1jUsGHcN3Bgm05/j596nB9c | |
/6Dd+jz/fEs2kebIzn6HkZGjaDRWsqKigj4+PkxNTW23vOZITl7KrCzLlHDtwVBioMxPxtrollRU | |
+bvzKfeXs1peTVE0Mzb2HmZnW6YhFEWRjyQm8vn0dGa/mc3Yu2MpmDp2gEnTaOgnk/HXtmgGFQqJ | |
2i0z8+a1K1ckz7uYGKvbSJJmwcxHjj3C904PYlj4IOr1N3kHBUHgvT88QYedE/hyegq1t7xj1Scq | |
KvoomHFVw6Ag8hPr/DhZoNdzjFLJ5SkpTewljairq+OsWbO4YMGCFl72LRwLBUFiKQkKIpOSrG5r | |
QcFeymR+rKi42HQtpSyFw3cP5xOnnqDG2DEVoFX3SdRzulcVh3XT8PUX9rFXr16M6eR7aQ+iKHL/ | |
/v308fHhxo0bWzg9k2R4TQ0HhIdzWUoKa9rzdhcE8uxZiSXI31/yIGvjO9frC5iY+DDDwwewsvKy | |
1fXMz99NmcyHhYX7pPHv+HGJJuLpp8myzrN0VF6uZGRwJGOmxbT6Nv8MlNaXctXZVfTd4sttim3U | |
m1o6hJcaDHwlM5OeoaFcl5HBUivo7/4oiKLI0uOlDOsXxoQHE6jJsLJ/m83kyZMSn93gweRXX9Gs | |
NfDwYXLIEInF8Nw5y0wk/y+jWlfNXRG7OHz3cA7eNZjbFNtYqe2YArCzEASBFy9e5Jw5c+jj48N1 | |
69YxOTn5tt/nz4TZTF6+LDnUenpKzoNf7he4O72Io5VKDgoP5y61mrWdZN/4rbidMudfRnr9qwnS | |
JJmQ8CCLiw8zY10Gcz/IZUp9PQMVCmmwf/NNid+H5HvX3uML518gKXmYurmRjfJNXV0d3d3dWdqM | |
LaG4+Chv3Livxb1EUWTE0AhWXm39UYZVV7NvWBhNbXkYp6SQPj4S71A7KKwtpPdmb2ZUZLSbzmAo | |
ZUiIO02mWmZmSox1aWlkzoYcpq1Oa5W+UajTW6pfYSFFT0/OnTKF77zzTqufc6ty6bXZq02uYVJi | |
QvH0bHP+lmifMl5kdPQUvvTSC3zmmfZ5nJujulpBuTyAJpP1PJ6NSFqcxMz1mRZ/a6Q+Kz5aTIOh | |
hApFL5aXt6bM+rqoiMMjIqg1mymaRcbNjmPaqjSrPJGvVFbSTyZj6q2MACUlEg3AmTOtM504IQkp | |
aa3fY1sQRZFZ2e/wxCU3PnTkbupMNzlKPwr9iKO+GMWM2jI+nJjIAeHhvFJZSVEQmflyJiOGRlCX | |
J6VXqcgBA8j33mt/go2rq2NvhYIbc3PbfA4Gg4GLFy/mnXfeydLS0pZCdHU1uWABedddVrGU3Iqq | |
qhDK5T2Yl/cRD8cfps8WH+6L3nfbKKYuXiR79iRffMHEnSP28KTDSab9YP376AgFBQWcO3cuR48e | |
bZmGsgF1JhNXpqayt0LBc+XlHRecmCgJtx4e5BNPNC3IBMFIleoThoZ6MyvrdatZBQyGUsbHP0Cl | |
chw1mlvaX1VFvvCC9FI//9wqlg5NmobxD8QzLCiMpSdK/1RKMEtILEnk/YfvZ+D2QO6P2c8ivZav | |
NgjQz6alUdUJbvs/ArXRDXzQwZGsvGKlMKjRkLt3Sx/yhAnksWOt3o3ZTH73nUTKMnKkxLjwP1wr | |
3BZEFURxxekV9PjIg4uOLeLVnKt/Wv/Kysri66+/Tn9/f06dOpXffPNNp+Ii/C8himR0tKQE69mT | |
HDtWUqZEZev5RlYW/WQyzomL44Xycgp/8vf6tyD9J0Gt3sHU1JUsO1PG2HtjKYoieysUkuASHi5x | |
/ZBMKElg7229mz6sBQvIgwdvlrNkyRLu2rWr6X+zWUeZzKcVz6p6l5qJD1nmjp4WE8PD7VF+Pf44 | |
aUFQvRWbQjdxwdEF7aZRq3cwKWlJ0/87d5JTJolU9FawNra1hufFjAy+lpVlubA33iBXr2ZRURF7 | |
9uzJ8+dbCpPPn3+e639Z3259nn++ibq7TYiiyCtXHqG7uwPVauu4dkVRoFI5jsXF31qVvjnKz5Yz | |
LCjMona+EXVxdVQEKpj7QS6rqkIok/lRo7mpKc/Raukjk7UIamGqNjFieARV262jrjrQEKShaVI2 | |
mci775YWem1h3z6yb19Jsu0AoigyM/NlRkaOZL1WxUeOPcLZ386mzqTjkfgjDNweyPyam7slP5WV | |
se91Ofc9EMaIyVE0VrSkpSoslDZznnvOsmx0saKCvjIZj1pBbycIAl977TX26NGPnp4JkhCdnCxp | |
yJ577nfN3tV1mXz4gB97f9yFSrW84wxWQKMh16yRaM5On5a06nPnzqX6mJryHnJm/SfLIqWktRAE | |
gXv37qWPjw/ffvttGqxs/+XKSgaFhXFJUlITTV67KC+XyFx79WLVkhGM+KUXb8Te16Jvd4SKil8o | |
l/dkZuYrFIR27hkXJ5Etjx5Nyi2/B2O5kelr0xnqHcq8LXkU9H8spVlncT5Hxt6n3qPtpTO8N+w8 | |
s7W3Z1fjt0JfpGfK8gY+6L1t80G3QHGxNKb4+koTXEhIh+pmUZQWjffeSwYEkFu2dKjr+Uuh3lDP | |
fdH7OP7L8eyzvQ83hmxkcZ11tJt/BIxGI0+ePMl//OMf9PHx4YsvvsikTuy2/ZnIzpYC+QwZIsVg | |
euMNMilJpLy6mouaBXRqpQT6E/G3IP0noa4ujuHhA2mqNjGkawgFvcAVKSncqVZLW55+fmRWFkVR | |
5MCdA6kskIJwfPstOXfuzXIuXLjAiRMntig7PX1tq+1+U42JoR6h1Oe35oY+X17O4MjItlfBjarj | |
DjRLOpOO/T7tx0tZl9pMo1SOZUXFL03/CwL5VHA5zwS0DjJSbzbTKzSUuZZWyBqNpClPTydJhoSE | |
0M/Pjzk5OSSlLVCPjzxYWNt2iMKOtNHNsWzZE3z66aFMSHiQgtDx9lBh4T5GR9/Rac2CqdZERaDC | |
qqhe+kI9leOUTH4imfmqvQwPH0CjsZxmUeS0mBhuzmsdsESXq6O8p5xlp63b1t6qUnFIRIQkBL3y | |
imRb1JEGb9s2yeyh4V1YgiiamZr6FKOjJzdxFpsEExcdW8Txe8fTe7M3E0pacsKaak2MnhnLI/eG | |
MfCKjIeLi1s935oaaXL95z8lLt1G7CkoYHeZjLJOzLYyGenm9g3d3X2pfP11aaL/6iur81tCRkUG | |
x385ng8enc/IuKWMiBjKurobv6vM6GhpUlm8mIyPV3HEiBFctWpVk8mFocTAuPvjqBynpCa185NL | |
amoqp06dykmTJjVFUOsM6s1mrsvIoL9czqMW3tmt0OsLmJT4KBWXfVi6agRF/+7kW2/dJNJvA4Kg | |
Z0bGS1QoerGy8op1lRNF8sgRSRpbsoTMzSVJmupMzHk/h6HeoUx7Lq1dLtr/BSqMRr6RlUWv0FA+ | |
lZrKQ6m/cPyX4znqi1E8lXKqXb78PwJmnZm5G3MZ6hXKzJczW/DXt4mkJIno2sODfPbZTu1kNUd0 | |
tNT3vbwkpUgbMbn+5xBFkVEFUVx1dhW9Nntx/tH5PJ9+nmahczzrfzSys7P5xhtvsGfPnpwwYQJ3 | |
7tzZYtf7f4GCAknpdscd0rS/apW09tWZBX5dVMRxSiX7h4XxU7W6fXOyPwl/C9J/EiQ7aW/q9fmM | |
mhjFyquV/L55uPAnnyR3SAFWXr30Kl+//DpJKSRqt243ZVqTyUR/f3+mNRuE6uoSKJcHtBL40lan | |
Mev11tpdURQZHBnJ8+0Jyk89JRHfd4CTySc5bPcwGs2tQ+w21ksUWw4cEXMSuLhLPm/dKd5XWMgH | |
2pq49+yRIlg1w7Zt2zhu3DjqdDq+eeVNPv1T66iJzbFmTcfaaJKMj4+nr68vKytLGRc3m8nJSym2 | |
M1EZjVWUy/1ZWxvVceG3IP35dKYsS7E6vbnezIQHExgzPYZpCS8xNnYGt+ZmcGpMTJvRAmsiaijz | |
kbEqpOMQtST5WlYWx126xMqhQ623K925k+zTh8xobeojCAYmJj7M2Nh7W5m9xBfH0/kDZw7aNaiF | |
hsZQbKBynJKpK1MpmARG1NQwODKS/7hxg9m3BOgwGKQomnfcQeYVCnw2LY2Dw8OZ0QkNRZM5x3kz | |
1cuWMd/Wlv995pnfHGRBFEV+FfMVfbb48NOwT5uEyaKibyiT+VCt3tHpRZfRSL7/vlTPw4dJpVLJ | |
nj17cvv27a3KEkWR+bvzJc3q5jyrbOUNBgPff/99ent7c8eOHVYHH2oLYdXVHBkZybtjY5lQ19rc | |
yWzWMS9vc4MZx2s3gw4lJUkzp6cn+dBDUiSOW9pXX59CpXI0ExL+SaPRClOSW1FbS779NgVPP6rv | |
3km5XyiTFidZb9f7J6FAr+fLDSYcK1JSWvR9URR5KuUUx+0dx2G7h/GbuG9osmLR/3sgiiJLjpUw | |
rK+VdtBms2QXP3u2FJ3r3Xd/k4mUJeTm3gw9PneuZEf9B8dEsQql9aXcptjGkZ+PZL9P+/Hda+92 | |
KiLw/wpms5k///wzlyxZQnd3d86fP5/Hjx+nvoNAbbcL+fmSCHTXXdKn//jjUtcxGqXv4K3sbHaX | |
yTjrxg2e/R+Yb7SHvwXpPxEJCf9icfG3zHoji1mvZ7HcaGS3xnDhJ0+S90m2zhH5ERzy2ZCmfA8/ | |
LMmRjVi3bh3feuutFmVHR09mWVlLO1ZNmoYyH5lFk4HDxcWc3p5DkkolLfk7CCUtiiJnfzubW2Rb | |
Wv2WmbmemZmvtrhmKDEwxD2EBz4zcdSomzvmoihyjFLJixUWIqwJgqSCuyUEsyiKfPjhh/nYk491 | |
aK/dGW30vHnzuG2bFKXObNYwJmYq09JWtyn4ZGSsY2rqUx0XfAuqw6op95fTWN56EdIeRLPIjH9n | |
MGywnNfls/nutVnM1rQf+bDikhSGvCai42iGYmoq1778Msdev85yYyfqtnevZE+dcnNhYDJV88aN | |
WUxIeJBmc8udhuK6Yvb7tB8Pxh7khqsb2H9Hf2ZUZLA2ppaKQAVz3s1p8cyNgsCP8vKawow3t/MX | |
BPLfG/V03BvNaSHxndJSNArR1w7nS/GH776bRXFxnDp1KmfNmtVp7UyFtoILv1/IkZ+PbIro2Bxa | |
bSajoiYyLm5uh+HjG6FUksHBkjySl0eeOnWKPj4+/PHHH9vNp83S8sZ9N6gcq7RoStWIX3/9lcOH | |
D+f999/PPAs7G78VJkHgZ/n59JXJ+EJ6OiuNRoqiwOLiI1Qo+jA+fkFrm+ZG1NRIEUyHDJEiwH7x | |
BcXaWhYU7KFM5sOCgr2/2bZUNIss+qaIYYEyxgUeYa37eMnJ+n+4PdwcaRoNn0pNpWdoKNempzOv | |
HTtWURT5c+bPnH5gOvt92o97lHta+B7cLnTKDrq8XLK/6NePHD+ePHCg5ZbRbYRGQ+7fL9nMBgWR | |
H39MWppG/kiYBBN/Sv2J//zun3Tf5M6lJ5fyas7VP32n4HahtraWBw4c4N13300vLy+uXLmSv/zy | |
SytH49+LtoTnRtk9vKaGjyUl0TM0lKvS0ph8a4Tjvwj+FqT/RKjVu5iSsoJV16sYNV7SXo6PiuL1 | |
qirJs7BrV7KmhoIosNe2XkwulTxrT56UwqQ2Ijo6mv369WsxiRQW7mN8fGt75fh58SzY21oYNgkC | |
+4aFUdHe1vf69eTKlR22K6Mig96bvVuEkRUEE+XyHqyvb+kdrNqqYvLjyRRFScH8uqR4Z1h1NfuH | |
hVleZZ4/T44aZdGOrr6+nj0W9uCYD8e0W8c1a8iXX+6wKbx+/Tr79OnTYhVuMlVTqRzLrKzXLdw/ | |
mTKZj9UCUSMEg8CI4REs+a5z+Zoj+0s1h359gWd/ncDU1Gc6FCrKfiqjzE/GuhvtOEPW15PDh1Pc | |
u5frMzMZHBnZOSaAgwclzZNMRp0ulxERw5mWtrrVbkm9oZ7jvxzPDVc3NF37MupLzn98Pq96XWXJ | |
D20/lwyNhvfGxnKMUsmoBptwRXU1A+RyPno+hz5+Ir/+2rrqNgrR0e+eker9/vtNpiwmk4mvvfYa | |
e/XqxWvXrllV3uWsy+y1rRdfvPBiu8KMIBiZlfUa5XJ/FhcfbfPdaTRSv/XzI7/5hhQEkdu2bWPP | |
nj2pVLY2j7IEURRZ+FUhZb4yZr6SSVPtzXeRl5fHhx9+mH369OHx48f/MKenMoOBz6SmcnrIbp5X | |
jKJSOZ5VVdY9U4oiefkyjYvnMuEjBypP+bI+sbWzrTUQjAKLvi5i+OBwRk+JZtW1hl2atDRJY9G9 | |
O/nRR5IQ/z+AsqaGDyUm0kcm4zvZ2dbZmTeDLE/GuYfnsvvH3fn2r2+3a+pmLTplBx0dLcX39vAg | |
ly4lIyJ+9/2thShK7kZLl5Lu7hIB1YULnYoA38n7iYwujObLP79M/63+nLJvCr+M+tJiKPj/l5Gb | |
m8stW7ZwwoQJ9PHx4VNPPcWff/6Zxs4oWZohLU1a7Nx5p2Xh2SAI/La4mBOjotgvLIzbVCpW/cZ7 | |
/Vn4W5D+E1FXl8CwsP4UDAJDuoXQUGbg61lZN53r/vEPyXOZkuNcI42bTid1uEaTQVEUOWzYMMpk | |
sqayTaY6hoZ6tKATI9unwvsiP59z2/HEZ0WFZKCU0rHpwTtX3+HC7xc2y3qRUVETWqRpZBOpui5N | |
XkVF0rwVFkYuTU7m1rYc1mbOZFuSkd6kZ/fN3ek1zIuXL1umybJWGy2KIqdMmcKvLdzLYChjRMQw | |
5uS81yL9jRuzqFJtb79gC8h5L4fx8+J/l+CyPjOT867GMLTvL1ScHc2MjHUdllfyQwllfjJWKyws | |
oERRMj588klSFCmKIt/Mzuag8HBmdkabdOECayZ7UH7Zk2r1p63qZBbMnH90Pp849UTTb6JZZPY7 | |
2fy1x6+ctHYSd0Xsarctoijy66Ii+oaGcmpMDH1kMp5pMENJSiIHDpTmcwsWBU2QychePjrmPriW | |
DAyULljA+fPn2bNnT65bt64FRV5zVGorueL0Cvbe1psXMy5aTGMJNTXhjIgYzvj4edTp1C1+u3iR | |
7N+ffPRRiTzFZDJx1apVHDFixG/SGuuL9Exemkx5Tzmz9mZxw4YN9Pb25rvvvttmu24XamtjGR+/ | |
gNfkvbk2ciMHKOT8trjY6u3ZysrLVCh6MSNmJYU3XpFWFjNnkqdPWyUpCXqBBXsLGNYvjLEzYll5 | |
udJy/0pMlOyEfHwker62KCFvI4yCwO9KSnhHdDR7KxTcplKx7ndq/pJLk7nq7Cp6fuTJxccXU6FS | |
dHqssdoOurJSYt8YN076jjZuvG3mG78VFRVSlSZMkBgeXn3VqmnMKqSWpfKdq+9w0K5B7PdpP75+ | |
+fUmpdf/35Gdnd0kVHt7e3PFihU8e/Zsu+OH2UyGhkp6ucGDpffxzDOSKU5zq5EivZ4bcnLoL5fz | |
vhs3+FNZWZvmin81/C1I/4kQRZEymS91OhXjH4hnyXcllFVXc1RkpJRg1y6JCork1ZyrHLt3bFPe | |
Zcta8uZu3LixFTVbaurTzMl5v9U9I4MjWX6htR2hXhDYS6Ggsj3ty5Yt5IMPdtg2rVHLoB1BvJBx | |
gSSZlLSYavWuFmmqFdUMHxjeYkD/4QcyaKyBHiGhrLC06oyPlyjW2tDMfBn1JWd/O5tXrlxh9+7d | |
mW3B88Ra2+hTp04xODi4TdtQvb6I4eGDmZu7iSRZVnaaERFDKQidWy3XJ9dT5iOjTvXbt1+vVVWx | |
h1zOUoOB2hwtIyZdYuiJoUxLWd2uPTfZQKfnI2PFxVv2P3fsIMeMabUF+3l+Pv3l8vZ3L5qhqOgg | |
Zdc8WbbAR3Iau+V5vnD+Bd7z9T00mKV3qi/SM/aeWMbOiKW+UM+syiyO/Hwk/+/k/7Wr3SnU6zk9 | |
Joa+Mhn95XIeKylp6lt1dZIgPWCAZaWYTEbO9ZCzvtdgSRPZgcBUXl7ORx99lIMHD2ZYWFjTdVEU | |
eSzpGHts7cHV51b/Jm2UIBiYk7OBoaHezMvbwtRUA+fNk4Tos2elNLW1tZwzZw5nzZrFmt+hLTWZ | |
TNz1+i52d+zOez3vZdyxdhbStwF1dTeYkPBPyuX+VKm2NdHZ/VpZycnR0RwZGckTpaVtCtSCYGBm | |
5nrK5QEtnJap05GHDkncw336kB9+KK3Mb4GpxkTVdhUVvRS88Y8brAq1zk+AaWnSgtLLS6LOa3By | |
vp0oMRj4fk4Oe8rlnBEbyxOlpW3Tkv5GVOmquD1sO4N2BHHc3nH8QvlFu/SgpJV20IJA/vKLtMpr | |
VP/+/PMfp/79HUhKkvyme/QgJ06U5tHOrkNzqnL4sfxjjtkzhv5b/bn2wlqGq8P/sB2c/xeQk5PD | |
jz/+mNOmTaObmxvnzZvHPXv2UK1Ws7paYkcgIiOxAAAgAElEQVRdtkxak44aJU0FSmVrO/bImhr+ | |
X3IyPUJD+UxqKhP/ouYb7eEvI0hXVFTwvvvu48CBAzlz5kxWVbX+2FUqFWfMmMFhw4Zx+PDh3NHg | |
nNeqIn9RQZokExMfYlHRIap3qZmyPIVmUaR3aCjVOp3EeuDrS5rNNAkm+mzxYU5VDklpjJrQTMGr | |
Vqvp6elJTTObvtraWCoUvVptoxceKOSNWZaZAnap1Zzfnme+TidxbLVBF9Uc59PPs/+O/qzTFTMk | |
xL2VE1DKihTmbsptlW/UR3kcdrANdcHy5dJ2uwWYBTMH7BzA67nXSZI7duxgcHAw65qpIa3VRptM | |
Jg4dOpTnzp1rN51eX8Dw8IHMydnIsLD+LSd3KyAKImPuimH+Z+0zErSHGpOJfRQKnm3mLGqqMzFu | |
kZwhX41lfNRDFIT2HUSqZdWU+clY8GWD2Y9M1sQcYwnnysvpK5PxoAVhpRFms46pqU8zPHww6+oS | |
pId+zz3S0fACtodt5/Ddw5sm88rLlZT3kDP7newWW8b1hnqu/Gklg3YEUa5q2fdEUeSxkhL6y+V8 | |
OzubJkFgSFUVRzQ4IzZ3Mjx+XGrWm29KXZkkFZfq+YXLi9R59ZASdALHjh2jv78/V65cyfD0cD5w | |
5AEO/WwoZXmWtdmdQVFROpctO0Z39wq+9VYidTrpeajVagYHB/OZZ575zdupoijy2LFjHDx4MGfM | |
mEGFXMHib4upCJQEzJrw27sdXVsbzYSEfzUToFsLY6Io8qeyMk6MiuLg8HDuKyxswR+v0aRRqRzH | |
+PgHaDC0o+FUKiXnaA8PyTnx8mVq0+slGjvPUCY+ksiayN/YPpVKCsbj6yt5tF28+Ls82gRR5M8V | |
FVyUmEiPBgaOuPa2TW4TBFHg+fTzfOiHh+i+yZ2PnXiMl7IutbLhbdcOWhTJ2FjJCT0wUFp079r1 | |
5xsk/0aYTNLrW75cclCcNEkKEJbbekqSdhuLbnDD1Q0cvWc0fbf4csXpFbySfeUvx7rxV0BpaSXf | |
ffcXBgcfo719GG1t69mvXwZfeCGdaWmt5yKjIPBocTGnREezj0LBj/PyWPkXN99oD38ZQXr9+vXc | |
vHkzSfKjjz7iq6++2ipNUVERY/8/9q47PKpq++7Qe0klhRB6C71joSpFFHnyUEAEEVRUnmAB4fkT | |
bI8mKIhSFRUbAgoCAoKUTE+b9N4zyWQmmUkm09tdvz9OEjKZSSVIwKzvu18yd245d+bOPevss/da | |
UikAZk4yYMAAlw49TZlIy2T7kZi4EvpkPYQBbLptaXw8DpYX9QUHMyc5AC+cfQF7hKzozWplhKCy | |
KMKcOXNw/Phxh+NHREyGUvmrwzq7yQ5BDwF0cc4jPaPNBj+BAJGlNbh2HTvGEprqMPpe8PMCHLr+ | |
BGJjFzist2rL5PjyHX9UNo5DIF8Erwc1+LMqJ1UoWOdYjXLEibgTmHR00q30AI7D888/j4ULF1as | |
q4tuNAAcPXoUDz/8cJ0iDEZjLng8d0gkwbUfuApkB2SImBQBzt7wSMaKxES85MJtkbNzSN+SiJs7 | |
pyKM91DN5AOAPkkPyWAJkpZEwubfm8211YBYrRaDJRI8l5DgNPWs1cYgLGwk4uL+Dau10r1kszEW | |
6+cH4f534L/bH1nFWbBqrUh5LQUCP0GN0n+/Jf4Gn10+2PDnBujMOuQYjXg8JgaDJRIIqkTILXY7 | |
PsnJgQePhy0ZGRXOiDIZ8NRTQL++HC4s+wm5LXoib/rSWuUdq0NWQRZGbxoNt41umLdjHrSG2yNC | |
Oh1Ly/XyYhGc+PhrkEiGIDLyQYSGHkBAgD927drVoOiX1WrFDz/8gBEjRmDUqFG4fPmyw3HsJjtk | |
B2QQBggRPTcaxTeLG17Ax9lRWHgWkZFTIBQGICfnE5cE2nk/DtfVasyOjoafQICPMjMhzf4afL4n | |
ZLIv69weTlUM1avfIKbLXvBa/I60aT/CGFVzsXSdYTAwKcQRI9g0x0cf1SusmWkw4L2MDAQKhRgd | |
FoYvZLK7RhyK9EXYJ96HkQdHVuTzX4+8jviV8a7zoOPjgffeY/PyQUEsTyLq9iQc7zYsFkaqX3iB | |
kepRo4B33jVh37m/8PrF9ej9WW8EfRaE9ZfW42bWzWbyXAUcxyZtDh4E/vUv1k0PH87qOS5etOHq | |
VQE2bdqE8ePHo1OnTnjkkUewbds2XOLzsTU1tWIW5jel8p5J36gJTYZIDxw4EAVlUSu5XI6BAwfW | |
us/8+fNd5sU2ZSKt08VDJGKFgsJeQugSdPixoOCW7Ns771TIzp1PPo8Hv36wYt9XX3UMzp46dQpT | |
p051OH5BwQ+QSmc4nTfz/UwkrXJtcvBpTg7+FRvr8j0AjAwNG8byEWtBdkk2vjjbCjEZBxzW53+V | |
j5jHnSPf5woLMS48HFeusNwph9S6rVurLXbkOA4jD47E70m/O6w3mUyYMGECPvroozpHow0GAwIC | |
Ahym7GuCySQDj9cdAoG/U/pKjfvJTOB78l0OaOqK00ol+onFNeZQFpzIx83/PAveVX+UlNR8TVa1 | |
EbGeXyDM93foEmpvl85mw4rERAwUi3GzuBgcZ0NW1rYyW+avqyU98b98iQyPFlDNnwXVzxkQBYmQ | |
sDzByWTF5fVoC7D41+fQ7fvV6HzjL2zJyHDtfFmGXKMRC+Pi0FckuiXxGB6O3KAHEEGj8NKQENR0 | |
u1eHUlMptvG2wXuXN1b/vho3I27i0UcfRVBQEI4cOVJn05JyaDRsmrlHD2DRIub/Ug6Os+HixTfx | |
ww8t8eefg6FSXao1Zacy9Ho9Pv/8cwQFBeGhhx7C+fPnaySkdpMdsi9lEPcXI2x0GOTH5XU2dDGb | |
C5Gb+xnE4v5lpkQ/1jvdqRxhxTI8JdyPztcv4IkoIS6pVLXmURvSDch4NwPCACHCx4Yj74AMtr8E | |
rIqpa1eW83zzZuN4THMcK+p4+WWW9jFjBqvfcJEalGM0Yk9ODiaEh8ODx8NrKSkOhklNATG5MVj3 | |
4Tr0XtsbPu/5YO2ZtbiecgWWG9cYYR4yhGlur1/PKvnuA9JTDo7jkFiYiN2CzzBh3xy02dIZ7ddO | |
QIc5W/HYyigcP87VJmX+j4HNxsxH9+5lkz4+Pmyi+tlnWYZVfg01rcXFxfj0558xeNkytOjTB226 | |
dMHDs2fj448/xrVr1xxmkO9VNBki3a1bt4r/OY5zeO0KmZmZCAwMdPklNGUizfKkvWE0ZiFpdRJy | |
P8uFymJB55AQFkGTSNjIn+NgsprQfXv3Crc3Pp8918qfZWazGV5eXkhLu2UtbbebwOd7Q6dzTJUw | |
K8zgdePBrHTu7PU2G3oIBIip6Ya+cIGdvJYiGIMhHX9e74h5P8x26LgjJkeg8IxzZHlOdHRFusCG | |
DcC8eWXXZzSyX2s1bkuXUi9h6BdDXcoL5eXlwd/fH489lo433qixuQCAHTt2YMGCBbVvWIb4+KVI | |
T98MgyETQmEvyGQHat2H4zjEzI9BxpaGuwfITSb48PkQ1SFXuTSyFLz5O3DzsjvS0t5xkp6rwFtv | |
gZs1G7L9uUxzeHt2nQjUKaUSj/D24TRvIEIjp8FodDE/WoZ0dTp8P/HFH6d/RXTvExC1+AlFzx+o | |
kxyWnePwU0EBeotEmCC+hr5HpuHBrx/EjczaFR8uFhXhiW++gWTaNBjde2BdpyM4d8aGPXvY7M6y | |
ZagToVYb1Pjgxgfw3OmJxacWI07h6BjK5/PxyCOPoFevXti/f3+tOcxZWczm1t2dpZaWTbI5YO/e | |
vfD19YVIJEBBwfcIDR0BsXgAcnP3wmqt/vuPiYnBa6+9Bnd3d8yfPx/CstmtuoKzc8x9dboUfC8+ | |
UtelQhvt/FzgOBuKiv5AXNxChIR0RXz8UhQXh9xWzqhafQ1CYQBSUl6H2qTFAZkMI8PCECAUYn1q | |
KkQlJRXHN+YYkbMnBxGTI2psJ1Qq4LPPmITe4MHs/8YqIDQagRMngCeeALp0ATdrFuKOHcMncXGY | |
HBEBdx4PKxMTcUmlgqUpCBxXAsdxUPxSKQ9amI7cgzsRPXMYiju2QrRvC5xYMAC/fvMOstWZd7u5 | |
jYJy4nwk4giW/7YcgZ8Goueenlh1dhV+ifsFKgNLUcnOBg4cYCZPHh5sAmLVKqaaUwcD1/sCcjlw | |
7hwzOJ4zh41HBw1ica3vvnOdDlMVVrsdJxUKPBgZiQChENuyslBoNqOgoAAnT57EG2+8gUmTJqFD | |
hw4YMWIEXn75ZRw7dgxRUVH1DkrcbfytRHrmzJkIDg52Ws6ePetEnLt3717tcbRaLcaMGYPffvvN | |
dUOIsGXLlorl+vXr9buSO4z4+MXIzz8KxS8KRM9lxT4PRUay6JndzrR4ywjkijMr8KmIqULY7Sw1 | |
rbLQxrp16/Df//7X4fjp6ZuRkvIfp/MmrUpCxnuuidyu7GwsinNtKQ6AsdspU4DDh2u8toyMLUhM | |
fgVDvhiCE3EnALDiOkEPAewWx84krczWunwK3mxmhd/794NNo86eXe15phybguPRx6t9/8IFKdzc | |
1Lh8ueZiKrVaDU9PTyTWsaS7pIQPoTCgwljEYEiDUNgTeXk1fy7KU0pIBksabDnMcRzmRkfj3XrY | |
eJkVZkTMuwL+wekQCfpDqfzVkeicOsWmasuitoZ0A6LnREPcTwzlKWW16SelpVLExj4JgbA3tkd/ | |
Do+QEGzJyHApUaQyqDBt0zT8Nvc38D35yNmTA3tMIsu1CAhgxMYF8TTabDiSl4dBEgnGhYfjWhn5 | |
sdlt+C7qO/TZ2wdTv5mK0wmnnU0obDY2ezJrFjg/P/yw4n2071qCVccVTLMdzF74o49YNHjWLNZp | |
VG4+x3EIlYXi+TPPo+u2rnjut+eQVFizbbVAIMDChQvRvXt3rFmzBhLJLbUcvZ6ZqDz6KJslefNN | |
152R1WrFa6+9hiFDhlS4dpa3p7iYh7i4p8uI62IUFp6F3W5CdnY29uzZg/HjxyMgIADvvfcesurS | |
09UCfaqeRXp7ChE6IhQZHyRDFvYrkpJWgc/3Rnj4WMhkB2Cx1LGArxqwgsKNEAj8UFR00eE9juMQ | |
q9XivdR0zDomxKsvhuD0SD6udQ9BzPJ4FP1RVLfIOcexqPTixYwVLF/OUuhuM8Kqsljwm1KJF2Nj | |
EXj1KgJ//x0vvfMOzi9eDDOb524y2tTlKI0oRez4S0gL/Bimx59nDKlbNzYgOHgQyM2FQqfA8ejj | |
WHJ6CTx3eqL3Z72x7NdlOBR+CPHK+HtCH7lIX4Qr6Vewg78D83+aD8+dngj6LAjP/vosDoYdRIIy | |
odaBn93O6t337WMpDJ6erGjxiSfY7PDFiw3OEGsSsNlYuuiZM+x65s9nExDu7uxZtXkzk99V1EOl | |
tchiwbasLPQUCvFQZCROKhQ1FtGaTCaIRCLs2bMHzzzzDAYPHoz27dtj5MiRWLFiBT777DNcu3YN | |
eXl5Taa48/r16w4cszGJtBsAUAMxaNAgunHjBvXo0YPkcjlNmzaNkpKSnLazWq00b948mjNnDq1b | |
t87lsdzc3Og2mnLHIZd/Q2r1RRrg+z2Jg8T0QOEDtEsho1yTifYPGED0+utEXl5E775Ll9Mu05Yb | |
W0i8SkxERBs3Erm5EW3fzo4VFxdHs2fPpuzsbGrZsiUREZlMORQePoomTsymVq06VZzXkGIg6QNS | |
mpA5gVp1auXQJp3NRn0lEro2ciQN7djRdcMjI4kee4woOZmoSxentwGOJJJ+NHToSYorsdBTvzxF | |
ca/EUfF7xUQtifpu7+uw/dvp6UREtKvvrfUpKUQPTAbluo+gdvs/IXr0UafziHJFtPj0Ykpdm0qt | |
W7Z22dTXXyfKyEilqKjpJBKJKCAgwOV2GzduJLVaTUeOHHF9zQ7XZ6eIiPHUs+eb5OOzpGK9wZBK | |
0dEzKDDwHfL3f8VpP2uxlcKCw2joyaHUdXLXWs/jCofy8+lIfj6JRo+m1i1a1Hk/zsZRxuYMKkg6 | |
S63f+oZadWxPAQGvk5d6GLWYMpPo4kWiMWMc9lH/qaaMTRlk19up5/qe5PW0F7XsAlKpLlB+/iHS | |
62OpZ883yM/vVWrZsh2lG430YVYWnVWp6Blvb1rl60sjW3Ugxe8KuvDRBeqZ35MGvzmY/Nb4Uevu | |
lb6v0FCi3buJrlwhWrKE8PTTFBocTD8UFdEJpZLGdO5Mb/fsSVO7dSM3NzfHz9RupZMJJ+lA+AHK | |
LM6kZ4ctpWdNA2goL5ncTpwg8vMjWrOGBP6LaMHidrTjqIlOBaVQmtFIn/brR3M9PIiIyGwm+vFH | |
oqNHiVLTOJqxJJpaDvuVQvW/kI2z0otjXqSVo1aSd0fvOn/meXl5dPToUfruu4tUWjqJPD2Xk0w2 | |
lCZPbkErVrSk+fOJOnRw3k+r1dIzzzxDVquVTp48SV27ur5XtNpcunx5D1258ivxeHkkl7ekOXPG | |
0dNPr6S5c5dR69aufxP1BWAnvT6OitV/UWHGZdJahURZvalFxBTq3u4J8hw9jLo+3JXa9Wrn9P3U | |
FQZDMiUkLKW2bX1p4MCvqU0bLyIishvtpIvSkTZMSxqehoqvFVObHm2Im9aJIse70enBJpIYtTS6 | |
c2ea2q0bjevcmcZ27ky+bdvWftLCQqJvviE6fJh9EatWES1dSuTuXuNuZo6jRL2epDodCTQaEpaW | |
ksxspkldutAsd3ea4+5Ogzp0IDe7nSg8nN3XV6+y/wcNIho/nmjCBKJx44j69ydq06ZBn1m9wHFE | |
OTlEcXFkuyEh0y98apMXSy3bc9Ri+kPkNm0q0dSpRMOHE5X1H06HAEfJRcnEz+ETP5dP/Bw+qY1q | |
GuEzgi09RtDIHiNpkOcg6tDaxY19h6E1aylVnUqpqlRKLEqkqIIoipRHksasoZE9RtKoHqNoUsAk | |
eiDwAQro4rofqCsAoqws9pWGhbElIoJ1h0OGsGXwYPZ34EDWjTfwp9FoAIiKiogyM9mSnk6UkEAU | |
H8+6ch8f1t7gYKKxY9kSFFT/dsfodPR5Xh6dKiykJz09aa2/P43u3LlBbTYYDBQXF0fR0dEUFRVF | |
sbGxlJycTAaDgQYMGEADBw6kAQMGUP/+/SkwMJB69uxJ/v7+jfbsqy8ak3PeFpHesGEDeXh40MaN | |
G2n79u1UUlJC28vZYhkA0PLly8nDw4M+/fTT6hvSxIm02ZxHYWHD6YEHlBQ5MYr6bO9DeeNa07zY | |
WMqcOJHcQkKI1q0jkkrJareS/x5/kqySUO/uvSkujmj2bKLs7FvPvfHjx9P7779Pc+bMqThHbOyT | |
5OExl/z8XnQ4d/y/46nL5C7Uc31Pp3btyMmhcK2WTg4dWn3jX3iByNOTaMcOp7dKSkIoJeUVGjcu | |
ltzc3GjtH2vJYDDQyldX0ijeKOow4NZD1mi3U6BYTOLRo6lv+/YOx7n01lXqu38dBahjqX0H51/z | |
/J/n06N9HqVXx7/qson5+eyhkJBA9N13O+mnn34iHo9HnTp1cthOJpPRiBEjKCYmhvz9/au/5orj | |
HiaF4jiNHBniRByMxkyKjp5O/v7/oZ491zu8l7w6mdzauNGALwbUeg5XSDUYaLJUSiEjR9Lg6gY5 | |
tUB5SkkpryST975UMvb/nrTyEPLAOHIf/xp16jSS2rcfQC1a3HoI2e1GUoSEU/7Vm6Rvc5NoXAS1 | |
tQ8k7+7LyH/Qc9TGo2PFZwCAbBob5UhL6FqInLTXSmiglKPsvjqKnZJFa95dRn27d6KOVTpqjc1G | |
qQYDReXm0s24OLrRpg21NxppaUEBLenYkfoPH07Urx+RhwdR5cGD3c6+5MxMoqgoKvnrArUQCKmw | |
lYXOBbeh/NmTqccDs6h14Rjasi6IfjjgR3NmsWv7Q6WidWlp1LeNG73l05GMukxKKEwgsUxM1zNu | |
UkuLB7XJnE8a4b/pgd7jaOwYNxo1ivEgf3+i7t2dOxizmUguJ0pNZUt4OJFYTJSXBxo7VkMdOtwg | |
ufwoJSffpNGjR9OoUaNo1KhR1K9fPwoMDCRfX1+Sy+X0+OOP04QJE2j//v3UunVrMhqNJJfLSSaT | |
UXx8PMXGxlJsbCxFRUXR4MGDadq0aTRlyigKDtaSTneTSkr+IqKW1KnTSOrUaTh17Dic2rULpLZt | |
/alNG19q0cKZuAEc2e1aMplyyWzOJpMpi/T6BNLpIkmni6W2bf2pW7dp1L37DOrWbSq1bu1JhgQD | |
FV8vJk2IhkpCSohA1HFYR+o0rBN1GNqB2gW2o7b+bamNfxtq1bWVS5LNcRzlp39NWdJPqUe7t6iz | |
bi4Z04xkTDWSLlZHxhQjdRjUgTqP60xdJnUh90fcqa2/I0nW2+3EKymhEI2GIrRaCtdqqW2LFjSy | |
Uyfq27499WnXjvq2b0+BbduSR+vW1L1VK+rYsuWt9nAc0fXrRF99RfjjDzLNm0eaFSuoaMIEyrFY | |
KMdkohyzmdKNRorV6ynTZKI+7drRiE6daHKXLvRA1640rGNHalXbwNZkIpJK2cAxNJTdINnZRL16 | |
MdY1YABRQABb/P2JfH0ZM+vcuVpyS0RENhuRVkuk0RAVFLDfhFxOJJOxiERKClF6OqG7O5na96Gi | |
vF7UetYk8vxwFrUK7nNbDK9QX0jRimiKKoiq+JuqSiX39u7Up3sf6uvel/p270u+nXzJu6N3xeLR | |
wYM6tO5ArVu0rnHwBYD0Vj2VmktJY9JQsamY5Fo55Wvz2aLLp6ySLEpVpVKJqYT6ufejAR4DaIDH | |
ABrVYxSN8h1Ffbr3oRZudQ86NBTlY5WEBLYkJrK/KSlEBgNRYCD7qgMD2eLtzR5pHh6sK/XwYF93 | |
u3ZEdeGBAHvmaLVEOh37q1YTKZVECgVblEp2K2RmMuLfti1R796MIPfpw4jz0KHs9qvSLdYLdoB+ | |
LyqifXl5lGIw0Bo/P3rRz4+879AgsaSkhFJSUig5OZmSk5MpLS2NcnNzKScnhxQKBXl5eVFgYCD5 | |
+/uTl5cXeXl5kaenJ3l6epKXlxe5u7tTp06dqGPHjhVLm3q0FQDZbDYym82k1WorlrFjxzYNIq1W | |
q2nRokWUk5NDQUFB9Msvv1C3bt0oPz+fVq9eTRcuXCA+n08PP/wwDR8+vOJHuG3bNpo9e7ZjQ5o4 | |
kSYiCg0dSoMGfUuqXR7EWTnqs60P9RaL6cLw4TS0XTsWUROJiPr0oTXn11Cvbr3onQffISIW0Pj4 | |
41vB2oMHD9Jff/1FJ0+erDi+Wv0npae/TWPHRjk8sLQRWop7Mo4mpE+gFm0cHzJ6u536SyR0btgw | |
GlPdSLKggLFUiYSor2OEOSnpBerQYTAFBr7FzmXW0vI1y2lt3FqaFjrNYdtvCwrohFJJfwwf7nQK | |
PPYYHVYuoNgJq2j/fsf34pXxNOO7GZTxeka10Y916xjv2rOH3fgvvvgiFRQU0JkzZyqi9kREq1ev | |
Jg8PD6cBmytYrWoKDR1Mw4dfps6dR7rcxmTKoejoGdSjx0rq1WsTEREV3yimpGVJNC5+HLXq0srl | |
fjXBxnH0oFRKS318aG01UfW6Qp+op7gnY2mIdQu1esyd1O9MoeLiq6TXx5DJlEktWnSgli07kN2u | |
J44zU/v2/ahjx2HUtd1UoohxZLjRmUolpWRMNxJsoJYdWpJbSzeyFlupResW1GFwB+o0ohN1ndqV | |
Pmp7nM6TksYMXEZxBiPlmM3Uxs2N2peRDo3dTi2IaECHDhTcsSM93LUrTenWjfoXFJDb1asszBMR | |
wXoBjYYxWIDIaiUyGlkPFBTE7sUHHiCaPJmoXz9KU6eRMFdIv4VJ6Hx4FHXvlUMlNgXrvFu2plYt | |
WlGpuZTMdhuhTXcK7D6AHus5mib6j6VpQdPIvwsbUKnVRDwe4z9SKVFaGuMpRiNRx45ErVoxHqLR | |
MF7v48OCjP36EY0aRTRpEmtaq0pfuUajodDQUJJKpRQVFUUZGRmUk5NDSqWSOI6jDh06UJcuXchs | |
NpPJZCKbzUa+vr7k7+9PQ4YMoeDgYAoODqaxY8e6jFYDIJMpk3S6aNLrY0iniyWzOZcslnyyWBTk | |
5taaWrRoQ25ubcjNrQXZbFriOAO1bNmR2rYNoHbtgqhduyBq334gde48ijp1GkmtWtU8gwKAzDIz | |
6WP1bEnUk1lmJrPMTJY8C9n1dmrRvgW17NSS3Fq5EawgzmInu9FC1NJObbzbU1vvjtQuqB2179+e | |
2vdrTx2HdKSOIzpSy3Y1kMhq2pJtMlGMXk8ZRiOlm0yUYTRSrtlMaquVim02sgLUuWVLauHmRm5E | |
5EaMDGhsNmrJcdRVryd3rZYC27WjXr16UaCHBwW1a0fDOnWiQR06UNt6zAbVCLOZ3VRJSYxxyWRE | |
eXlsKSggKi1lLKldO3bDVR1I6nREFgtjQV26MPLt68v6DT8/ov79CQMGUGF0N0rfqqDO4zpT3x19 | |
qX3f9tW36TbBgaO80jxKL06ndHU6ZRRnkEKvIKVeWbGojCoyWo3EgaP2rdtT+1btqVWLVmSHnThw | |
ZOfsZIed9BY9tW3Vlrq07UJd23albu26kV9nP/Lr7Ee+nXzJr7MfBXYNpAEeA8i/i//fQpgbAp2O | |
keycHDZ2yslh0eGiIiKVii1FRYwMG43smdKuHVvatGGPPLudkXWOY/8bDOx26NyZLZ06scejjw9b | |
vL3Z3x492COyd2+XE8i3hWKrlb6Sy2l/Xh75tW1L//H3p395eVGbxvp9NAA2m43y8/MpNzeXZDIZ | |
qVQqKiwspKKioopFpVKRXq8nvV5POp2O9Ho9ERF16NCBWrZsSS1atHBY3NzcyGKxkMViIbPZTBaL | |
hVq0aEFt27alzp07VyxSqbTxOGejJYncJppQU6pFauo6ZGV9jBJRCUKDmSHLK8nJ2F4uqbR6NfPR | |
BHAj8wZGHhxZse/nn7NUv3KUlJSgW7duFaonAJOiEov7o7g4xOncUY9EIf9r12W2+2UyzK7J7RAA | |
tm1zMmmx2XQunRWvTrmKpUuWQmd2VOzP3VEAACAASURBVIQYFx5e4UTngMREwNsbxfkG9OrlLBSy | |
7Ndl+Djk42qblp/PclAryx1bLBZMnz4d69atq1iXkJAAT09PqOtYeJSc/CqSk9fUup3JlAeJZBAy | |
Mt6DVWeFuJ8Yhb+7lu+rCz7MzMQjUVF1doCrDbYPtkPffRgixgodDGHsdissFjVMJhmsVk2tChFW | |
jRXmAjNMeSbY9I7SUIfDD6Pfvn4o1N+6bjvHQW2xQG4yIc9kgt5mq3u+m8XCpFcUClYoZqpZI/vG | |
DSYlVy7oY7FZoDaoodApkFeaB61ZC47jIDeZsCIxEb4CAb6Ry+v0GRsMLCeyoIDda3r97aXZnjlz | |
Bh4eHvj+++9RUFAAmUyGwsJClJaWNmo+IMfZYbVqYbGoYDLlV/qe76ysF2fjYC21wiQ3wZhrhCL5 | |
KgSXByAl9q1atc7vBIw2GwrNZijNZhSYzZCbTFCazbdUYDgOCA8H1qxhiaKzZzO32btR/MRxzFmo | |
oIA90MoXhaLWG69EVIKIiREIGx1W4STblGCxWaAxaSDXypFXmge5Vg6lTokifRGKjcWw2O5dTeHb | |
gdUKlJYy9SqZjD1jCgqYAqxKBRQX351bsRxxOh1eSkpCNx4PzyYkIPQ2zKGaCsxmM4qLi6FSqVBY | |
WAiFQgG5XA6ZTIbc3FwoFAqUlJTAYDBUa9bWmJyzybDXe4FIFxX9gcjIKeBsHPhefBgyDbhQVIQH | |
IyPZBhcvApMmAWAFVr6f+CKxMLFsX6BLF/ajKscLL7yAjz92JJi5uZ8jNvZfTudWX1NDPFDsqBVa | |
BrPdjiCRCDddGOJUwGgEevcG/vqrYpVcfhzR0XMcNjPJTOB15+G5H57Dm5dviTlLNBr0Folc60e+ | |
/DLTLAXzgPH2Zj41AHOXct/hXqMz1+uvA5X48q1rVqsxaNAgfPHFFwCABQsWYOfOndVfYyVotdHg | |
872dDGaqg9msQGjoMISv/gpxz9RQwFkLwjQaePP5kNVCHOuMv/4CevQAl52N7O3ZEPQQQHWlcc0U | |
LqZehM8uH6QUNb4TXF1w7RorCKp0a9YKiUaDCeHhGB8eDsnf1DFwHIc9e/bAz88PoeXOpvcxbjkU | |
+kGluny3m1M3GAxMqmHqVDYyW7+eWYg3YRizjYhfEg+BnwD5x/JvS6++Gc0AmNfD2cJCzIyKQg+B | |
AFszMyFvrD7pPkEzkb5LsNl0CAnpBKu1FAnPJUC2XwajzYauISFQmM1s2Nm9O1Bm1PL6xdex9frW | |
iv2fego4dOjW8cLDwxEYGOgwYrJateDxPGAw3JLHA1gnHj4+HMrTrg07vpHL8WBkZM0RsVOnmLZ0 | |
2fmiomZCofjZYZOsj7KQ9GISlDolvHd5I1TGCMOyhATscmVmUFjIqscrhZM/+QQYO5YFIdecX4N3 | |
rrxTbZPKo9HVaVqmpaWhR48e2LVrFwICAmCog/wax3GIjHy4ThJ3laES5eCG++9IFL3doMii1mpF | |
P7EYv9SnXLomZGcziYpKDFP9lxoCPwEy3s2A3Xr7VfihslB47vR0ciL8u/DXX4xEN0Skx85x+FYu | |
h69AgOUJCY03eHEBq9WKNWvWIDg4uFHUNZo6dLpEhIWNQkzMEzCbGz47c1eRmsokDPz8mCXe4cNM | |
+qWJwKq1IuPdDPDcecj4vwxYtTXLlDajGbWh0GzG9uxs9BIKMT48HMfl8hr1+//JaCbSdxFS6TQU | |
Fp5jMnizWTrForg4HCl3OXz22TItOECUK8Kg/YMqSNm5cxUB6wqMGzcO586dc1iXlrYRKSlrnc6t | |
/FWJ8HHhLkmejeMwWCK5ZWbhCuVyeF9+CaMxBzyeu4NWMWfnIOojgkbCInzHo49j2JfDkKPXohuP | |
B5UrV68PPmBWU1VO8+STwIq1+ei+vTsUuuqJ5bp1LCJdE4RCIVq1aoXNmzfXvGEZCgp+QljYyHpN | |
gdvNdoQOC4Xsm3RERExEYuILTrbtteH5xESsrKMkX60wGpm/vIsIvElugnSGFJFTImHKazh5TFWl | |
wvcTX5xNqt20507g6lUWNLxRu7x0jSi1WrEpPR3uPB7+LyMDpbXoptcXGo0Gs2fPxqOPPoqSJkTE | |
7gQ4jkNe3kHw+Z7IyzvYZKSrbgtWK3D+PBMZ7tqV5dhdulQRUPi7wdk55B/Lh8BPgPgl8TBmV6MX | |
34xm1BFhGg2WJySgG4+H5fdJ+sadRjORvovIytqGlJS1sJZYEdIpBDadDT8rFJhTnqP866/AtGkA | |
WKcU9FkQpHLm3mCxML+Syk7Rx44dw9y5cx3OUe7CZ7E45gJzdg6SQZJqp/ZPKZUYFRZWc95oTAzg | |
5YWs+M1ISnrJ4S31X2qEBoc62Hc/8dMTmPLXYbzgiiDWYMBSXAx0Xfg2Zu91HhCUo7ZodDl+//13 | |
BAYGwtvbu1btaKtVC6EwAMXFvJoPWgWZH2Yiem40OI6D1apFVNQjiI1dUL0pShWcUCjQvxb3wnph | |
9WpmR1XNd8nZOGR+kMlSPS7VP9VDoVOg796+OBR+qPaN7wCuXGEk+ubNxjtmttGIZQkJ8BUIcCgv | |
r0Yd1LoiMzMTwcHBeOmll2C5S/bQfxfMZgViYuYjLGwkdLqE2ne4F1FYyAId48axSPXbb9fN4aeR | |
UHyzGGGjwxAxMQIlovt7UNaMOwujzYZv5XKMDw9HL6EQ27OzUXiPmaLcTTQT6buI0tIIiMUDAADS | |
6VIUni1EqdWKziEhKLFaWY5et24VHtebr27GG5duWfW9+SawadOt4xkMBnh4eCCjimlHQsKzyM7e | |
4XR++XE5Ih6IcBkp4jgOY8LC8HMtqQXcm29AfKYLSkocHdTiFsVBtt/RX1VWKkeLy6dwLJXvfKAj | |
R4Aqg4ByqAwqdP3YHd2Dsh0GDpXx6quo1cXQYrFg4MCBuHDhAo4dO4ZevXpBVoMHbHr6JsTHL635 | |
oFWgi9eB78mvUshnQlzcIkil02C11jy6zzYa4cXnN14U4OhR5uhWB2ti9XU1BP4CpG9Kr3Oqh9as | |
xdjDY/Hetfdut6UNwuXLLJ0jxLmmtlEQXlqKqVIphkgkuFBU1OCoakhICHr06IG9e/feH5HZGlBY | |
eBYCQQ+kpW28KwWFdwUJCcA77zA3i9GjmZey0nXq3O3CkGZA7FOxEAYKUfBTwX1/PzXjziHLaMQ7 | |
6enw5vPxaFQUfi8sdF271Iwa0Uyk7yI4zg6BwBd6fQpy9uQgaTVjifNiYvBDuQLHs88yWyUASYVJ | |
8NnlU+HkFhvLntuVA5fr16/Hxo0bHc5TWhoJoTAAdrtjFIyzcRAPFEP1p+so5FW1Gr1FIhhrmLYs | |
yb8K8Y+twFWaUzcXMDtya4ljRPW0UolB/D/Rf19/RxUPu52RvWoqxLZe34qVZ1bi4EEgOBjQOQqA | |
IDOTFdjX1m/t378fM2fOrOh4tm3bhuDgYBS7KKzU61PB43nAZMqr+aCVwNk4REyKgOxLZ3LOcTYk | |
J69BWNhomM2uByc2jsNDkZG3lFtuF6GhLFRbjxQRs8KMqEejEPlgJIy5NUfQLTYLZh2fhVVnV92V | |
zvz8eXZ5vPpNGNQbHMfh98JCDBSLMUMqhbQOg5LKOHr0KLy8vHD58j1SZNdAWK0aJCauhEjUp96z | |
OPcNbDY2RfLssyz144knWD1JI+TcmwvNSHk9BTwPHrI+yoLNcHfSSZpxb4PjOFxRqTA/JgbuPB7W | |
paYiuYm5b95raCbSdxlJSauQk7MH+hQ9BL4CcByHr/Pz8VT5FOEffwATJ1ZsP/HoRJxPPn/r9URH | |
ibjk5GR4e3vDVOXBLZVOQ0HBD07nL/ixABGTXEelAeDxmBjsrIHYJSe/jKzzzwBDh1Z4LGf9LwtJ | |
q5xDx9OkUvxUUIClp5di7R+V0jTOnwdGjXKZelBqKoXnTk8kFyWD44DnngOeftpx0xUrgHffrbaJ | |
AJhEoLe3N6KioirWcRyH//znP3j44YdhNBod1kdHP4bs7O01H7QKcvfmIvKhyGor5TmOQ0bGexCL | |
+8NgyHR6/8PMTEyTShtH6q6ggPnJnz5d7105O4esj7PA9+ZDcdI16ec4Ds/99hzm/TjP2aL7b8DJ | |
k0zRRSL5+85psdvxpUwGHz4fyxMSkG2seaBhs9mwfv169O/fH0nVTaXcJyguvgmRKAhJSathtdZv | |
oHHforQUOHaMqX54eDBJvQbYktsMNmRvzwbPg4fkV5JhVjRPuTej/iixWrEvNxcDxWIMDw3Fobw8 | |
6O5Sbv/9hmYifZdRWHgWUul0AIB4gBiaMA0KzWZ0CQmB3mZj5NTLC0hPBwAcCDuAf//y74r9jx1z | |
zoh45JFH8N133zmsKyo6j9DQEU6EmbNxkAyWVJsbm6TXw4PHg9JFvpTNZgCP5wGjIQuYNQvYtQuc | |
jYMoSARNmGNqQpxOB1+BAGa7HWqDGgF7AnA1vUzod9o04PvvXZ7/E8EnWHRyUcVrg4GpeGwv47iJ | |
iWxqvya1PgDYsGEDVq5c6bTebrfj6aefxvz58yvyVpXKXyGRDIbdXvcOy5BpAM+DB31y7SP73Nx9 | |
EAoDoNXGVKwTlZTAm89Hbi3krE4wmYDJkytkBBsKjVgDcT8xEp9PhLXUkSy/c+UdTDgywUkf/O/A | |
t98Cvr5ApTHR3wqN1YrNZQWJ61NTXf42SkpKMHv2bMyYMQMqVeNKDDYl2GxGpKa+CYHAF4WF52rf | |
4Z+KrCzgww+BgQOZdOh//+uyHqQyODsH+bdyCHsKEbsgFvqk5qhhM+qPWK0Wa5KT0Z3Hw9NxcQgp | |
Lm5OB2pkNBPpuwwmg9cZVmsJ0jamIX0TI8zTpVL8Vp6rsGYNUKYRrTao0XVbV6gNrHhQr2dpDeVa | |
ywBw4cIFjBw50uHHwnEcQkNHuOzsFD8rED7BtYIHAKxNScGryclO6wsKvkdU1Cz2IjUV8PBA0beJ | |
CBsT5rTtmuRkbKmUu30p9RJ67umJEsE1oGfPimh2ZRitRvh+4ltRYFmO3FxW2/PHH8CiRcwfpiZk | |
ZmbC3d0deXmu0zTMZjPmzp2LxYsXw2QqLiswrLv8A2fnEDUzClnb6i5lVlDwE/h8b6hUV6CxWtFH | |
JMLpxsip5Dhg5UqmKtAIBXJWrRWJLyRC1FdUUdC0T7wPAz4f4GC48nfh4EEgIIClpN5tyE0mvJqc | |
DHceD1syMqApy7FKTU3FoEGD8Nprr93XRYWlpVKEhgYjNvZfMJvvTD7wfQeOAyIjgbfeYnl5I0YA | |
O3YwecpKUP2pQuiIUERMjEAxr+kZqjSjacNgs+E7uRyTIyLgX6b9nN+s/XzH0EykmwCio+dCoTgB | |
TagG4gFicByH/TIZlpRHLHg8lhxchkUnF+FA2C1d49dfZxKn5bDb7Rg8eDD+qpJzrFD8goiIic5R | |
aTsHyVAJiv5wLXdXZLHAk89HQpXk5MjIKVAqT91asXUrYnyOIO+wI2EtsVrRncdDXpUf8rqL63Dz | |
gZ7gqjFG+TL0Szz2w2Mu3+PzWR2ml5dzznRVPPPMM9iyZUuN2xgMBkyfPh1ffDEUCQnP1XzAKpB9 | |
IUP4+PB6azEXF4eAx/PBE+Hn8GJjTf3v3cv0vbXaxjleGZSnleD78LFn6x4E7A5Ahjqj9p0aGXv2 | |
AEFBQFpa7dv+ncgwGLAsIQHefD5e/ukneHt748CB+umO30uw263IyvoYfL4n5PLvmqNbDYXdzkTP | |
V69m0ZCHHoL2v18jaloYxP3EUJxUNH+2zagXkvR6rE9NhSefj9nR0ThTWNgoikPNqBnNRLoJQCb7 | |
EgkJz4LjOAgDhdDGalFgNqNrSAjLYbLbWdQ2hqUCXEi5gIlHb+VNJyQwr43Kwa/Dhw/jscccSSjH | |
2SAWD4Ra7VzUpzipQNjosGrze3fn5OCxStbhen0y+Hxvh/QHY1opeC3Pw/rVjw77fpabi2dcTGOa | |
0lNQ3LElvr7+qfN7VhN67ukJUa7IZXsAxhd9fICaBC7EYjH8/Pygq41tA1AohDh3rjXeeOOFOndg | |
hjQD+J586BIbluKwNzMC/W98i/jU/7v9TvPKFfaBZNwZkntKeAoemz3wy8xfYEiv3cymscBxbFa8 | |
f38gJ+dvO229wHEcNu/ejbbu7vD8/HMcaSTJvKYGvT4JERGTIJVOg9HYSEWxzYAxTYPE6ZfBb3sB | |
ue0Wwz57Hkt3a+QBcTPuP5jtdvysUGCqVAofPh+b0tORUQezsWY0HpqJdBMAMzTxAMfZkLouFRlb | |
GBGaFRWFn8rVOzZsYPJKAKx2K/x2+yFWcUuz9OGHWQFWOQwGA7y9vZFQZQ5cLv8GUuk0pzZwHIfw | |
ceEo+LHAZRtNdjv6ikT4syzfMy1tA9LS3nbYJuO9DCT/m8eqwMpk82wch94iEYSuzCfWr4dqzQp4 | |
7vREnMLReveL0C8w9wfXcngAq9np2RN48UXg8cdd+yFwHIfJkyfjq6++qvY4t7a1IyJiItLS9mLM | |
mDHYsGFDrcSWs3GIfDASOXsaxu4iS0vhyecjtiQXERETER+/pOFyYamp7HNviK1fHXAt4xq8dnpB | |
kitBzp4c8D35yDuYd8cjZhzHbvvgYAfDyyYFg8GA5cuXY9iwYUhLS4OopATTpFL0F4txXC6/Lwg1 | |
x9mQnb0TPJ4HcnP3gePu/WtqCrAUWZD6Zip43XlI35TOlI5KS5k1+Zw5QJcuwL//zR7uzcoKzaiE | |
dIMBG9PS4M3nY7pUil8UCpjvg2fNvYhmIt1EEBo6AsXFPJTwSxAazKy0v5XL8URZFBpxcSynrowx | |
vnftPbx24bWK/X/6iRWHV8aWLVvw4osvOqyz2y0QiYKcdJ8BpiMs6i2C3eT6x3i2TALMYDWBz/eB | |
Xn8rHcFutUPgL4A2RsuMCRaxAsGTCgUmRUQ4H6ywkDmoyGT4OvJrBH8ZDIOFjaKNViP8d/tXWIpX | |
Bcexaz1yhDmpT5vGXA2r4vjx4xgzZoyDbXp1yMs7hIiISeA4O4qKihAcHIytW7fWuE/OJzmIfLh6 | |
lY6aoCmzAP+xbKBksxkQG/sUIiMfgsVSz+I0jYbJB96hdAKJTAKvnV64nnm9Yp0uTofwceGQzpDC | |
mHVn3NRsNuDll5ksb2ETdZbOysrC6NGj8cwzzzjMenAch6tqNR6MjMSAe5xQ63TxCA8fD6l0GgyG | |
9LvdnPsC1lIrMt/PZEocLydX7yqqVAKHDgEzZzJSvWhRM6n+B8Nit+NXpRKPRkXBk8/Hm83SdU0C | |
zUS6iSAj412kpb0Nzs5B4CuAPlkPjdWKLiEht+y0J0xgFXYAckpy4L7DvUI1wWJhPFtaqS5PoVCg | |
W7duUFYpYpPJDiA62nXucfRj0cj9LLfadj4eE4MD8QcRGfmQw3rlKSUiHigjzAYDm4f/9VdMjIjA | |
KVdFdO++y3IDwUjHM6eewZrzawCwYrZ5P86rtg3nzjHeWK6fXVwMDBnC0oPLUVpaCj8/P4hE1aeG | |
lMNsVoDP94JWeyt1paCgAIMGDcLWrVtdRl118TrwPHgNSnHgOA5Px8XhpSp50RxnR1ra2xCJ+kKn | |
i6tm7yqw2YDHHmMFqXcAcYo4+Ozywe9Jvzu9Z7fakbUt645Ep00mZsY4bVrNqTt3E1evXoWPjw92 | |
795d7bVzHIe/7lFCzXKh/wc+3xMy2YHmKHQjwGa0IefTHPB9+IhfEg9DWj2eH5VJddeuzaT6H4R0 | |
gwHvZmTATyDAg5GROC6X1+jv0Iy/F81EuomgtDQSIlEfcByH5FeSkfU/pgCxMC4Oh8vVJg4dAp56 | |
qmKfeT/Ow1eRt9IW/vc/pqlcGatWrXKKrNpsRgiFAdBonEV4tbFa8L35TmYq5cgwGLD7xkTEZh91 | |
WB/5UCQUJyppDoeEQDBlCvoIBM5OSRoN01WtVDVWYixBv3398HXk1/Db7YeIfBdRbDDyPGgQk56u | |
jMxMpuRx5gx7/fbbb2P58uUuj1EV8fGLkZb2ltP6goICBAcHY/PmzQ5EyW61I3xsOGQHqndFrAkH | |
ZDKMCA2t9kEol38LPt8ThYVnaj/Y2rXAjBkuVU9uF+nqdPjv9scPMc7645XR2NHp0lJg+nR2qzeG | |
GmBjg+M47Ny5Ez169MC1a9fqvM+9RKi12hiEhY1BVNQjMBrrrkbTDNewW+3I/yofwkAhYh6PgTb6 | |
NnOfXZHqU6eaSfV9BKPNhh8KCjBdKoUnn4/XU1IQ25wz3yTRTKSbCDiOg0jUB6WlkVBfUyNsNJOQ | |
+1WpxNTyMHNJCXtolkV4zyWfw/gj4yuOUVTk4CgOAEhKSoKXlxdKq7ix5eUdhlQ6w2VbEp9PRPpm | |
11O4RmM2/rzZDU9F3yLhpRGlEAYIYbc4EoN/ff899pXJ9jlg2zZgyRKn1dEF0ej4cUdM+8Y5h7sc | |
Bw6wKKWrAGBYGNOUPnkyCZ6enpDXIam2sPB3iMX9YLO57oAKCwsxcuRIvPXWWxVkOmNLBqIejWpQ | |
BDaytBRefD5SaunwNBoJhMIAZGZ+UP15PvuMheJrE9FuALJLstH7s974MvTLOm1fHp3mefAg+1LW | |
oHQXgKXWjxkDvPSS67z3uw2tVotFixZh7NixyG6AA2U5oX4oMhL9xWJ8I5fD0oQItd1uQWbmB+Dz | |
PZGXd6RZNeI2wXEcFCcVkAySIHJKJEoELmpFbheuSPXPPzfdqZxm1IjI0lK8mpwMDx4Pj0ZF4YRC | |
AVMTekY0wxlNgkirVCrMnDkT/fv3xyOPPOLSsrkcNpsNI0eOxLx51U/934tEGgDS0jYiPX0zOBsH | |
QQ8B9El6GG02dOfxICuXjlu2DPiUqVzY7Db03NMTkfmRFcd48UWgamrv008/jR07djiss9stEIv7 | |
Q62+6tQOY64RPA8ejNnO4cD09P8iMfk19BeLca4scTXhuQRkb3ckFWkGAzx4PGhHjAB+qBTR1OuZ | |
skRsLKpCb9Gj67au6LmnJ4qNzvdAaSlTJ3GVcl2OM2c4tG07G5s3765+ozJYLHXTjFapVBgzZgz+ | |
85//oDikGHwfPkz59S8KLLJY0Fskws8K126BVWEy5SMiYiLi4hbCaq0SiThzhrmSVBYQbyTkanLR | |
d29ffCpyVlOpDbp4HSImRyBiUgTLl68HMjNZRtB779Xb/O1vQUJCAoYOHYrnn3/ewQmzISgn1NOl | |
UgQKhdiXm8sMmO4iNBoxQkOHIzp6DozGJiqPco+A4zgUnitE2JgwhI0Og+qS6u8ZlCiVrHhk7lyg | |
c2dWsHjokGN0pRlNDsUWC76QyTA6LAyBQiG2ZmYiqylOxzXDJZoEkX777bcriN727duxcePGarfd | |
vXs3lixZgscff7z6htyjRFqjCYNY3B8cxyF1fSoy/o+pd6xOSsL/ssqmV69fZ7pvZQ/lD258gNW/ | |
r644Rnw846mVJZtjYmLg4+MDfZUoaEHBTwgPH+/yAZ+5NRNx/3bM07XbTeDzvaHTJeKKSoVeQiFU | |
uXrwuvFgUTmmFryWkoJ30tMZ6/XyYs5eALBvHzB/vsvr/0TwCRb8vACvXXgN83+aD3uVnMx332Xj | |
iJpw9uxZ+PgMQv/+ZtTGV5OSViE5+eWaNypDcXExpo6dinOdzkHxW92IcGXYOA6PREXhrXqKINts | |
RiQmrkBo6DDo9WWmOOWh91DXxZi3g7zSPPTb1w+fCD5p8DE4O4e8g3nge/KR/k46bPraCWJ0NDNa | |
+fzzBp/2juK7776Dp6cnjh492uiESKLRYEFsLLz5fHyYmQn132ziYrVqkJz8KgSCHigo+LE5Cn0b | |
4DgOReeLED42HKHDQqE8pWzw7MxtQ6MBTpwAnnmGTVVOngzs2sUUfppx18FxHK6r1VgaH4+uISFY | |
FBeHyyqVcypkM5o8mgSRHjhwIArKRsxyuRwDBw50uV1ubi5mzJiBa9eu3ZcRaY7jIBT2glYbjdKI | |
Uoj6iMBxHCQaDfqKRLBzHNOU7tMHkLDUigJtAbpt7+bgMjdrFnDUMYUZCxYswKefOkYYOc6OsLCR | |
UCp/dWqLzWCDqLcI6qvqinVy+XFERc2seP18YiL2vxaGpBcdi+YKzWZHA5bt25k+n07H2JLEOTe7 | |
2FgMr51eiFfGw2wzY9LRSfg45FZaSG4u8yyoaTZdr9ejd+/e+PPPP/Hee8DIkdVnPajVVyEU9oTV | |
WrfpT47jEPWvKOz034mFCxfCVE+XqA1paZghlTYoL5bjOMhkB8Dne6Ew/EuWDP7bb/U+Tm3IL83H | |
gM8HYDtve6MczyQ3Ie7pOIj6iKq1oAeAS5fYWOvEiUY5baNCr9fjhRdewMCBAxFdSUf9TiBBp8Pz | |
iYlw5/HwZmqqk4FRY4PjOCiVpyEQ+CMx8YX6q8U0owIcx6HoQhHCx4UjNPguE2hXMJmAixfZlKWP | |
D9OTfPddFuhoJm5/KzINBnyQmYm+IhGGhYbis9xcFN3HDqj/BDQJIt2tW7eK/zmOc3hdGQsXLkRk | |
ZCRu3LhxXxJpAEhNfRPp6f9lBHqwBCXCEnAch2GhobimLiO1O3YAz91y31t5ZiU+vPlhxesbN4B+ | |
/W6pWgBAREQE/Pz8nKaki4ouQCIZAo5zjhoWnimEZLCkIvc5PHyCQwFckdaE39yv47ow32G//6an | |
Ozr12WzAlClM8Pkx12ohG69sxAtnX6h4LdPI4LfbD2cS2flWrKiQ0a4WGzZswOLFiwGwvmHtWuDB | |
B53rb2w2HUSi3igqulDzAStB/o0ckqES6Iv1WLhwIaZNmwZNHXMQf1YoECQS3fbDUpt5FYZeraHc | |
/LCDEU5joEBbgEH7BzkMXhoLRX8UQRQkQvzieJjkjuTw0CHWr/P5jX7a20ZiYiKCg4OxZMkSpxqD | |
O4kcoxHrUlPRncfDqqQkJNbBTKi+MBpzEBPzBMTigSguvtnox/+ngOM4FP1RhPDxjEArTiqaFoF2 | |
BbsdEAiYTGm/fkBgIPDKK0wRqjmd4I5AY7Xiq/x8TImMhCefj1eTkxGq0TTP/twn+NuI9MyZMxEc | |
HOy0nD171ok4d+/e3Wn/c+fO5Cx23AAAIABJREFU4ZVXXgEAXL9+vVYivWXLlorl+h0yqbgTKC0N | |
h0jUGxzHIeujLCS/wqbz9+bm3rIML68qLMtdiFXEwvcTX5isjKRwHPDAA8CPjgaDmDdvHvZW1ogD | |
6wgiIx9Cfr6zaQnHcYieHY2c3TnQaMIgFAY6EG75t3JcmRqKviJRRX5nidUKDx4P6VWdlZKSgBYt | |
ABfmKOVSfjKNowpGqCwUnjs98e35JPj6slrL6hAVFQUvL6+KmQ2A9RfLlrE0QXMl3pmc/CoSEmrJ | |
EakEfYoefE9+Rc6vzWbDmjVrMGrUKIfzuUK0VgtPPh/S2yViWi0wbhxsb72OmJgnEBExsdGc5eRa | |
OYZ8MQQf3PigUY7nCja9DWkb08Dz4CF7VzasRjs2bmT9eErKHTttg/H999/D09MThw8fvmudXaHZ | |
jC0ZGfDm8zEnOhp/qm4/z9ZutyI39zPweB7IzNzacAOgfzg4jkPRxSKETwiHZKgEil/uAQLtChzH | |
PAq2bwceeojlVT/xBHD4MCBrmCpRMxhsHIdLKhUWl6VuPBkbi9+UymbTlPsA169fd+CYTSIiPXDg | |
wAqFhfz8fJepHZs2bUJAQACCgoLQo0cPdOjQAcuqSZi9lyPSHMdBIhmM4mIeDJnMftpuskNlsaBr | |
ZU3pF14APvqoYr9Hjz+Kb6TfVLz+4w9g6FBGJssRFRUFHx8fp+iaRhMKgcDXZZqDPlkPngcPcRHL | |
kJ19a8qf4ziEDgtF0R9FWBIfj/VleXcfZ2Xh2SpuigBYFP2BB1hqR5Xk5RVnVmDT1U0uP4+fY06i | |
dUA0PjtU/bSzzWbD+PHjceTIEaf3LBbWLyxcyP4vKroIoTAQFkvdlC5sehtCh4dC9oVjp8JxHLZu | |
3Yp+/fohrZq8Z5XFgj4iEX643UIfkwl45BH2nXMcOI5DdvZO8Pk+KCw8e1uHzi7JRv99/e8oia4M | |
fbIeobNiMKNTESYMsTQ5oxWtVouVK1eif//+iIqKutvNAcBksI7m5yM4NBRDJRIcycuDoQGFicXF | |
NxEaOgxS6TTodIl3oKX3Pzg7B+UpJcLGhEEyRALFiXuUQFcHlYoVhy9ezAyzRo0C/u//WDpeMwGs | |
E2K0WryVlgZfgQDjwsOxXyZDoblxZxCb0bTQJIj022+/je3bGUnbtm1bjcWGAO7r1A4AyMr6H5KS | |
mCOhdIYUBT8xIrYkPh77csvMUqKimANLGbG+lHoJww8Mr4hYcRxzhKuaSrt06VKXjn2JiSuQlrbB | |
ZXtStkhw42IXmM23WE/huUKEjQxjkRmLBb4CAS4WFcGbz0d81alojYYlwcbHA5s2MZmmMiIQUxAD | |
713eKDG6DjcfPAj0Gp6DUQdHV5jPVMXnn3+Ohx56CPZqHvQmE8soWbq0CAKBP9Tqumv/Jq5IRPyS | |
+GojgQcOHECPHj0QEhLieE67HQ9HRta7uNAJNhuTs3ryScdcHQAlJXyIRL2RlPQSbLb6T/+nqlLR | |
69Ne2CPcc3ttrAfy84GJE4H5D5lws68EMfNioE9tGtq3YrEYffv2xcqVK//WVI66guM4XFGpMDc6 | |
Gt58Pv4vIwPyOuRRm0x5iI9fCqEwAArFiebp5AbAbrYj/+t8iAeKET4+HMrfmlgO9J2A1QqEhAAb | |
NjCZTW9vlmN36lTN04P/QMhMJuzOycHIsDAECIXYlJ6OhDuQktWMpokmQaRVKhVmzJjhJH+Xl5eH | |
uXPnOm1/48aN+1K1oxxGYzZ4PHfYbEYoflZAOp3pSF9TqzEsNPRWR/jww8AvvwBgnezQL4bictrl | |
iuOcPg2MHetYS5KRkQF3d3coqkSFTSY5eDwP6PXO8+xpyZsRsnUBlL8qK84VMTkCip9vHeNiURG6 | |
hYRgXrmleWW8/z7w7LPsf6uV+Xtv2QIAmPvD3Gpl1oqK2LNbKuWw/LflePLnJ2GzO0bicnJy4Onp | |
iQRXUfBKMBo5HDr0FPbseaPO3iV5R/IgGSKBTVdz9O/SpUvw8vLCt99+C4B9PssSErAgNpYViDYU | |
HMdyF6dOrTZ30WotQULCMojFA1FaWoMuYBXEKeLgv9sfh8MPN7x99YREwiYkPviABbfsJjuyd2SD | |
58FD2sa0ak2A7jSsVivef/99eHt74/Tp03elDfVFok6HNcnJ6MbjYWl8PPglJU4E2W63ICfnE/B4 | |
HkhPf8dZQrEZtcKmtyF3by6EPYWQzpBC/Zf6nzsQychgsjqzZgGdOrEZxvffB8Tipin6fodRZLHg | |
YF4epkRGojuPh+cTE3FVrb69Z34z7kk0CSLd2LjXiTQASKVToVSegt1kB9+LD32qHhzHYbBEghvl | |
UhQnT7JqujJ8H/09Hvz6wYoHvd0ODB8O/FpFlGPt2rVYu3at0zmzs3cgJsYx0m+1asHne6LgZjgE | |
fgJY1BYU3yyGuJ8YnO3WA0NrtaLDzZuYJpU6djQqlZOLIeRywN8fF46/h/77+lfkdlfFiy+ygkEA | |
MFlNmPHtDKz+fXWlqDuHmTNn4qNKKS7VQS7/FmJxMBYsMGLBAsecaVcojSgF35MPXWLdogrx8fHo | |
3bs3Nm/ejPczMjA2PPz2dIE5Dti4kU2t1qGosaDgR/D5XsjO3lGrlXNEfgR8dvng++jvG96+euLb | |
b5linyuxEVO+CYkrEsH34SN3by7s5r9vCjk9PR2TJ0/GzJkzIbsHc0JVFgt25+Sgv1iM4aGhOCCT | |
odRqhUp1BRLJYERFzbolm9iMOsNSbEHWR1nge/MRuyAWmtBmcxMHGAzA5cvAG28wBRB3dzZz9tVX | |
TGLpPkWp1YrjcjnmRkejS5lk3W9KZbNd9z8czUS6iSI//xiio1k0PvWNVKRtZET0YF4e5pdHfa1W | |
ICgIEAoBMIOWAZ8PwP+3d97hUVTrH/+mbEgnPYEECCQQCF2KWFABERXBimK5oCh2r1iu5Xp/9gKI | |
XrEr0sQC6lWpNlBMNtkkpJBKes+mt91s35nv748JKSS0SJXzeZ7zzOzszOzZ2bNzvvOe97zv7qLO | |
JCs7dyoptbt6BdTW1tLf35+5ud3D1kmSmQkJw7tF5qioWM3MzBtIknkP5vHAkgNMvzKdVZ9WdTv2 | |
tdJSLsjK4oR9+/hxVZf3li1T0tQdgjk+hsOXOXHnrx/0+v0TEpTkK13D1+nMOk75dAr/vfvfJMkP | |
P/yQU6dOpc12ZEumwZBLtTqAev1+WixKGOtrrjl8Nl1rk5WaYZruKc+Pgbq6Oo544AG6b93Kwqam | |
ox9wOGSZ/Pe/laeghoZjPsxkKmVq6iVMTZ1+WPH0W9FvDFwZyO9zeoY8PBnYbEpfGxGhzGk6EvoM | |
PdOvTqdmqIY1X9Wc1KFzWZa5bt06BgYG8u233z6sW9DZgtTu9nF32o9ctXcat8cMZnL5l+eu9bSP | |
GIuNzH80n7G+scxZlMO2bDE8f0xUVpLr1pG33KIYTqKjycceU2JbHjrx/CzDZLfz+7o6LsjKondM | |
DK9OT+cXNTXUHaXfEZw7CCF9hmK3Gxgb60+TqZRtB9qoDlYmHRrsdgao1Sw8eHP64AMlrFw7m9I3 | |
dbNKy7ISee7QuNKrVq3inDlzenS0TU1/MD4+jDZbKyXJRo0mnK2tCSRJm85GdYiasf6xlMydwqPJ | |
amWAWs08g4EH2toYoFYzq62NzMtTbqq9ZEZZHruc17w5UXkQ6OFmotyHN2/ueV3qDfUc+f5IPvvN | |
s/T39+eBA0eeNGW3G5mUNI5VVR93bLNaFU+Tiy8mD9W7kk3i/tn7WbDs+JMW/NnczMDYWF732GOM | |
jo4+at0Oy/PPK1ae9lTwx4Ms21lRsZqxsf4sK1tJSeq82W9K38SgN4P4Z+mpCXdWX6/MkZw9WxmY | |
OFaa/mhi8pRkJSPcbyc+tnF5eTnnzJnDiRMnnvTY0KcKi6WGeXn3U60OZGbxSr5YdIAD4+J4cWoq | |
P6+uPu1ZE89kZFlmi7qFmTdmKm5GTxXSVC7CwPUZu11JFvXKK8pN1tOTnDlTeR0Xx2P2rTuNmOx2 | |
bq2v56KcHPrGxvLS1FR+XFUl4j0LekUI6TOY/PxHWVT0HEly/+z91K5X4jU/U1TERw/GDDMaFdNt | |
uyCwSTaOeG8E9xTv6TiPRqP4pnY1DFitVo4aNYo//thpfT7IgQN3My/vQdbUfM3U1Ond3kuZlsIY | |
rxhaajp9I/5dVMS7u4jG9VotoxISaJ0/X4nWcQiVrZX0X+HPgsYC8rnnFF+7LpOmXnhBibRxOGNa | |
SWMJ+w3txwWPL+h9hy7k5t7D7Oxbe/EfVQwmY8aQXQ3o+Q/nc/+c/ZRsx2ehTNXpGKhWc3e7Mv/s | |
s88YEBDAb7/99rjOw5deUp4ijjGN+OEwGouYljaTyclTqNNl8PWY1znkv0OYXZf9l857rKjV5KBB | |
yjylvhhuZFlm7ZZaJkQmMO2yNDbvPbYoK0c75yeffMKAgAC++uqrtP4NOkW73cjS0tcYG+vPgoJl | |
3ZKqWCWJ/6ur41Xp6fSNjeW9ubnU9OJLfa4i2STWbq5l8tRkaiI0rHivgja9sDKecFpbyR07lKGp | |
CROUEHtXXkmuXEkmJ58x/tUGu53f1dVxYXu4uktSU/luRQUrT3JiJMHZjxDSZzBtbTmMiwuhJFnZ | |
sKuBSeOUiYYVJhP9YmM7Q+GtWKGEK2rnUKs0SV5/fU9Nu3v3boaHh9N4yNCb1dpEtTqEGk0EGxp2 | |
dGxvjm1m/JB4Fj5dyPSr0inLMmssFvrFxrLskMlw/924kdWhoZR6Gda7+dubO8PdSRJ5ww1K/SWJ | |
GRmKL+2R3FWXL1/OKRdOYdiqMH687+PD7lddvYkJCVG02XqPwCDLSvjU8HDFeF75QSUTRyUe96S3 | |
PIOBIXFx/N8hFuTk5GSGh4fz8ccfP7pok2UlzNTIkYoP+QlAlmWWV3zM6z5z5ajVwSxvLjoh5z0S | |
kqT0j0FB5PbtJ+B8Nona9VpqhmmYNiONzTF9E9QlJSWcNWsWJ0+ezMzMzL9esdOMJNmo1a5jfPwg | |
ZmbeQIPhyCMolWYzXy8t5fCEBI5KTOTKsrJjivjxd8TaYGXZm2WMHxzP1EtSlQgcdvFwccpoaFBm | |
wj/0kGI08PFR/O3eeYfMyDilYfZ0Nhu/rqnhjZmZ9I6J4eX79/PjqirWiHB1guNACOkznNTUS1lb | |
+w1lScl02LRHsXjefeAAny8uVnbqGl6OilU6+oNobsvd1nGevDxFoGq7JyHkggUL+Pzzz/f43IKC | |
x7l3b7+Omf6yLDN1eiq167WUrBKTpySz4t0K3n3gAB8vOKQTt9kojR/P55Yv58slJd3e2pq7lZHv | |
RtJo7SKwjUZy+nRaH/gnJ0+W+cknh78ecXFxDAoKYllZGQsbCzno7UG9imm9PqPdL/roQ/dr15Kz | |
fBr5u6+axsLj8+crN5k4JD6enx16YdtpbGzk1VdfzQsvvJDFB3+vQ5Ek8uGHlYmFf9ES3ZUWUwuv | |
/vJqzlw/nZrUuUxIiGRDw08n7PyH0tio+J5Pm3bkVO59QbJK1K7VUjNUw7RZaWyOPTZBbbVauXLl | |
Svr7+3P58uVH9ac/05FlibW1m5mQEMXU1Olsbo49zuNlxjY3c8mBA/SJjeW8jAx+W1vbp7jUZxOy | |
LLM1sZU5i3MY6xPLnDtyqEs+80IcnpNUVyvZw5YuVSZTBAYqlp+33yb37evbkNYRqLVYuE6r5fyM | |
DHq1+zyv1WqF24agzwghfYZTW/sNU1IuJElWfVLF9LmKMCw0GukfG8vmg3/+N99Ubj7t7Mrfxaj3 | |
omi1d94cnnmGvP327uevqKhgQEBAN19RWZaYmDiaaWkzO+JZN/7cyMSRiR0uD4YCAz+bGsugP2LZ | |
cuiN7u23yZkzWWUyMbSLpbbF1MKwt8P4R8kfPb9oczP/E/QJrxqef1iXjsbGRg4ePJhbt3YmITko | |
pt9PfL9jm8VST41mKGtqji0qhS5Vx9991Jzh28SPPjqmQ0iSVWYzRyQkcOVRVKMkSVy1ahUDAgL4 | |
+eefdx9a7+qwfQJjs+bW5zLqvSg+vPPhjjbQ0LCTGk0EMzOvp8lUesI+iyT37FFcOR577OgRUf4K | |
klWi9jMtNeEapk5PZf32+sNOSoyJieHo0aM5Z84cFhz6sHeWIcsy6+u3MSlpPJOTp7Cx8Ze/7KKh | |
t9m4Xqvl5fv30yc2lotzcvhzYyNtZ/nEy67YDXZqP9Ny36R91AzVsGxlGS31wtp4RlNWRn7xBXn/ | |
/UpWMS8vJffAiy8qN5rjjM8syzKz2tr4RmkpL0hJYf+YGN6UlcVN1dWd/adA8BcQQvoMR5bt1Ggi | |
2NwcS7vRzriQOOrSFEvKopycTouv0ag4QicktB8nc/bns/le4nsd52prU8TOn4fMNVu3bh0nTJjQ | |
4X5QW7uZycnn02ptoUYzlLU1P3DfeftY+22ntVSWZU75LZHP3B7bzV+aZWXKBMN2H+5knY4BajU1 | |
LS28d9u9XLptaa/fMyaGDAmys3rI+eT77/d4X5ZlXnvttVy2bFmP94qbihn5biSf//152u0WpqZe | |
ysLCIyf1OYihwMC4AXGs/baWBQXkqFHKiOPR7q+VZjOHJyTw9dJjF6RpaWkcNWoUFy5cqMRKN5mU | |
Ic2rrjp8CJE+sCt/FwNXBnJNSs9Mj3a7iSUlL7eniH65T4lcumIyKeI5NJT86eQZu3sg2STWfFXD | |
fRP2MXF0Iqs3VHeEzaurq+PixYsZGhrKb7/99qz2CZZlmQ0NPzE5+XwmJY1lff2PJ+X7aM1mvlNR | |
wanJyQxSq/lQXh7jzmJ/6rbsNhYsK2CsXywzrslgw66Gv38Clb8rjY3ktm3KhIsLLiDd3cmpU8kn | |
nlDiafYyKdsqSdzT1MRlBQUcptFwcHw8H87P5y+NjTT/jR4UBWcGQkifBVRWftQR37n87XJmXqf4 | |
eOYaDAxQq9l0UPWtWaMk72jv/A5mDaw3dGYk/O47RSx2dWmWZZlXX301X3zxRUqShQkJkWxs/JUk | |
2dISx5h/38x9UzXdOqIva2p43r59LPi/IqZemkrJKimfe801yuzsLuxsaKDvtncYvGogm009h+Sb | |
m8khQ9p9aouLycGDlWgkXXj99dc5ZcoUWg5j7qxtq+WkT87jp7+M4v70uZTlow9Vm7VmaoZpWPVx | |
52zDlhZF1152WU83mINUmEyMTEjg8j74LxiNRj788MMcP2AAG0eOVHzDT5AJV5IlvhbzGgesGkB1 | |
mfoo9ShmVtYtjIsLpVb72TFdr0NJTVVcHBcsOK4ofScUWZbZ+Gsj91++nzGhMXz5upcZGBDIxx57 | |
7IzMTnisyLLEurrvuG/feUxMHM2amq+PGh/8RFFgMPCVkhKOSkxkuEbDfxUWUtPScsYnmrC12Fj1 | |
SRWTz09m3IA4Fj1bRGPJ2R16TdALBgO5d6/Sz1xxBdm/PzlsGGvvuoubNm7kwpgY+sbEcGpyMl8p | |
KWG6Xn/WPhAKzg6EkD4LsNtNjIsLoV6fqVilB8ZRl6KIhHtzczt9lG02JQxFl0gRy35axsU/LO54 | |
LcvkjTcquT66UllZycDAQMbHP8709Ks6tttabIwJ+plJn99ESVImJ7XabAyLj1eyqdllpl+dztz7 | |
cil/+62i0g8RhnVtdfR5M4QDtq9m1SETnA7W54EHumwsKlKU9erVJMlt27YxNDT0qAkz8gr/j5t/ | |
8eRNm6+i3nLkLG7WRiuTxiWx5JWSHu/Z7UrwjAEDyN27u79XZDQyQqM5qjvHEcnOpnHAAL7n68tb | |
b7mlR5bJvlCjr+Hsz2fz4nUXs6L12BMitLYmMDV1OpOSxrChYdcxdTgWi3J9AgOVEdjT3UfJsszt | |
27dz+JDhvDDkQm7w3sDc+3Kpzzj7MvlJkpXV1RuYmDiSyclT2i3Qp8eCJssy03Q6PldUxOjERA6M | |
i+ODeXn8rbGR1jPEqidLMpv2NDHnjhzG9I9h5o2ZbNjZcNxRdwRnHxZJ4t7mZj5TWMiJsbH02b2b | |
N3z+Odfcdx+1oaHKZI1HHyW//lox0JzuG5Xgb4sQ0mcJpaVvMDt7IUmyYnUFM+YpSVlqLBb6x8Z2 | |
xpX+80/FxUOviAi9Rc/B/x3cLRxeTQ0ZHKykbO7K5s1ruHWrI6urEzq2FTxRwANLDjAz8zrm5ipZ | |
Be/LzeXSLslcbK02po3+iTbPQCVOaBdkWea8r+bxX7/+i8vLyjgyMbHbjOjly8kpU3rJgF1aSg4b | |
xuxlyxgQEECNRnPE66PVrqVGM5R6YymX/LiEYz8cy6Km3qNUWBus3DdhHwufLDyicNyzhxw4UAnr | |
bLORKTodB8bF8YO/kgHv118VBbphAw0GA5988kkGBQVxw4YNfU4Ksqd4Dwe+NZDP7XmONun4J+Yo | |
/rc/tk9gu5hNTbsPe13UasUKPW8eWV7ep+qeUPbv389Zs2Zx1KhR3LVLeRAwa80seamEcQPjmDo9 | |
lbVbapURkzMYm62VFRWrqdGEMy1tBhsbfzvjrGi5BgPfKC3llORk+sXGclFODn+srz8tMaoNuQYW | |
v1BMTbiGSeOSWPFOhfB9PgcoNBr5QWUl52dk0DsmhpOTk/mf4mLGNjd3f7jT6xWr9YoVytyhAQOU | |
UELz5im+1tu3K3FPz7D/mODsRAjpswS7vY1xcQPZ2rqPdpOd8UPiOyJ4vFpaypu6po27445uJudt | |
udsY+W4k2yyd/rBbtpDDh5NdR7/z8x/hmjWjeeONN1KWZerSdFQHqmmptdBm0zExcTS35G9gWHx8 | |
9wmGskz7zCtZ4b2Y1Ru6h257L/E9Tv50Mi12pZN7saSEoxMTWWex8JdflPvb4QRZdWoqh7m4cMOs | |
WUeMNVpf/yPj4kI6svnJssz3Et9j8JvB3bI8kqSlzsKkcUksfPrIIrqjDtXK6OGIWxvpt1fdI8Td | |
MSNJ5KuvKjG/9+7t9ta+ffs4adIkTps2jUlJScd8Sovdwuf2PMcBqwbw18Jf+1avblW0tYcMHNFD | |
UDc3K3N/Bg5UBjxOd/+Tk5PDm2++mcHBwfzggw96jcYhWSXWflPL1EtTlaH+Z4poyD1xvugnAqOx | |
iAUFyxgb68usrAVsaYk/3VU6JspNJr5bUcHL0tLoGRPDq9LT+V5FBYtOYhY7U7mJZSvLuG/iPsaF | |
xDH/0XzqknVn3AOH4MShNZv5VU0N78nNZYRGw2C1motycvhlTQ3rjsclTpaVjua778hnnyXnzFHC | |
WAUHk1dfTf7nP+T33ytzfER7EhwnQkifRVRVfcK0tBmUZZl139UxcXQiJatEo93OoRoNdx50VK2u | |
Vqyeyckdxy76YRHv2XpPt/MtXUouXKjcN1pbE6hWB1Ovr+KkSZP45htvct+Efd2EcbUujwP/+Jpf | |
Fv/SvWIffEBOnsy29Gaqg9Ws+04Rm5oKDQNXBjK/Ib9jV1mW+VxRESO+28+AIPlQTdlBc3Mzx40b | |
x1eee07JinXttb3O1q6v/5FqdRB1uuQe7/1e/DuD3wzmazGv0S7ZaSo3MTE6kUXPFh1X57tOq6XX | |
b2r2v7iZb73Vh/wBTU2K7/iFFx42QLYkSVy7di1DQkJ41113sfoosaRTtakc++FYzv96Pqv1Jybu | |
dGddOgV1UtJ0rlqVxuBgmffe2zMT5KmmoKCAd9xxBwMDA/nGG29Qrz829422rDYWPFFAdbCaKRek | |
sOrTquOOF36ikGWJTU17mJFxLWNj/VlY+BRNphMcL/AU0my18pvaWt554ACD1WpGJSTwsYIC/noC | |
JnZZaiys/LCSqdNTGesXy9x7ctm0p0nEff6bUmex8JvaWj6Ql8eRiYn0jY3ltRkZfKeigul6/Yn1 | |
0z8orn/8UYnhP3euYugICFCsJ888o7iFZGWdFdkYBacPIaTPIiTJxsTEkWxo2Kn4L85KY8U7ij/s | |
7qYmDoqPZ+tBy9xXXynJPdqjQejMOkasjuC32Z3+00YjOW4c+eGHFiYljWVNzVcklZB4D3k9xF8m | |
dobYkmWZC7OzeWfGn1SrAzstZxqNItrzFGuwLlVHdbCa+7/cz4FvDeSOvM6ELgeprSX9h1jp+1Qh | |
s3sRxwaDgRdffDEfffRR5fMtFnLxYqWyhYUd+9XVfX9YEX2Q8pZyXrr+Ui54eQFjQmNY/tax+yNY | |
JYn/zM/n8IQEZre1saiIvOQSxRUl+fAf2Z3YWHLoUHLZsmO6Gbe0tPDJJ5+kn58fn3vuOTYdolxN | |
NhNf+OMFBq4M5Of7Pz+p1rjdu+2Mjm7ixIkp3LBhPisrP6DdfnosullZWVy8eDH9/f350ksvsbW1 | |
tU/nkawS67fVM/P6TMb0j2H27dls2NHQEfHjZGKx1LCsbDk1mggmJY1hZeWHfzlqypmGJMtM0en4 | |
SkkJL0hJoVdMDOfs388VZWXc19pK+zG0V2OhkeWryplyUYryGy3MZv3WekrmM9s9R3B8yLLMUpOJ | |
X9XU8KG8PI5JSmL/mBjOTU/nqvJypuh0x9ReTjharZKJ8aWXlAk8w4eTbm7k+PHKaO+KFeSuXYpR | |
RFivBRRC+qyjoWEnExIiabcb2ZbdRnWAmqZSxcF4aW4u7+viu8xbb1USfbSTVJnEwJWBzGvI69iW | |
n0/ef//L3LNnbocoa9G0cK/vXo7wHcH4eEUwr6mq4pikJBrtdjY07KJaHUR9wS+KP3aXuM4kqd2n | |
ZdSDUXzuved61F+nIydPVgwAm6qrGaxWc08XsWgwGDh79mzecccd3X2GZVkJixcURO7cyerqDVSr | |
g6nTpRz1mtX/XM9ffX7ltbddy68yvjom8ak1m3lZWhqvSk/vFmtUksj165URwQceOIKF1mxWwjWF | |
hCgWj+OkpKSES5Ys6UhnrdPp+FPBT4x8N5LXbb6Ola1/wU/7KKSkKMaZIUPIb74hJUlmc3MMMzKu | |
pVodwMLCp2k0Fh71PH8VWZa5d+9ezp07l8HBwXzllVfY2Nh49AOPEUudhRWrK5hyUQpjfWN54M4D | |
ykS1EyiqJcnGhoafmJmsWmM9AAAgAElEQVR5A2NjfXjgwBK2tGjOGXeEJquVP9TV8eH8fEa3Wxiv | |
y8zkuxUVzGproyzLihtZio7F/1fMpDFJVAermXtvLht2NQjx/DfCKknc19rKdyoquCAri6FxcQxS | |
q3l9ZiZXlZczsbX1zI1hbjAoyWHWrlWMIrNmKQYkX1/FuvLQQ+RHHyluezU1QmCfYwghfRaSlXVL | |
R5zksuVlTJ2eStkus8VmY7hGw28ORoFoalLyX3/5Zcexa1LWcPi7w9loVARJc3MM//gjmFFRFczI | |
IC31FsYPimf91nru2rWLQUFBXKfRMECtZk4X63FdydfURTvT9NSSbnUz2UycuXEmF29YzLhBcSx5 | |
paRDNLS2Kt4N993XeZ/Z09TEkLg4riovZ0tLC6dPn87FixfTfhj/CTk2lsWPeFGzw5ttDUcW0bIk | |
s/T1UsYNiGPz3mYmViZyzIdjOGfTHBY2Hl4IbquvZ7BazReKiw9rEWlqUoR0YCC5apVi3e8gKYkc | |
O1aZ5NJXn+p28vLyOH/xfLr8w4W+L/jyy6Qvj35QH8nI6JyX8+67vUwAJWkw5LOg4HGq1YFMS5vJ | |
mpqvO6K5nChMJhO/+OILTp06lcOHD+cnn3zSI439icZUYWLFO+2i2k8R1XU/1NGm79vkzZaWeObn | |
P0K1OpjJyVNYVfUxbba+WdH/TlS3+7w+FJ/NW19U88U5e7nDfy93DVPzj0eyWRvTJOI9/w2QZZnF | |
RiO/qa3lU4WFHb70Y5KSeF9uLjdWV7PQaDz7HyhrasjfflOSkC1ZQl50Eennp6Q9nzaNvPNOZUb9 | |
jz+SubnCReRvyonUnA7tJzztODg44AypyknBaq1FcvIEREd/g/5eFyP98nT4XuGLIc8OQapejzkZ | |
GfhzwgREe3gAmZnAzJnAjh3A+ecDAJ789UmkVKdg24KNyNx/IaKi1uC3367Cvx6XsWVoJoKneyJi | |
eQQAYM2OHbjfZsObISF4/IILDlYAmD8fZn8ZKQ+kImrkOgQEzIdVsuKW726BylGFr2/8GvZaO7Ku | |
zYLbcDcEr4rCNTc4YeJE4P33AUfHzu9TbjZj3p49KHviCdw4YwbWfPABHLvu0I4kGZGffx+M+hyM | |
/XQIXNQ5wPr1wMF6dcHWaEPu3bmw1doQ/W00XMNcle2SDf9N+C9Wxq3EsmnL8PgFj8Nd5Q4AaLHZ | |
8ExxMX5pbsYXo0bhov79j/pb5OQAzz0HJCcDrz/egNuynoXTTzuBlSuB228HHByO67ftSk1bDV75 | |
8xVsyd6COyLvgOE3A77b/B1uuukmPPbYY4iOju7zuQ9CAmo18PbbQHw88NRTwAMPAO7uRz5Oli1o | |
aPgRWu0aGAwZCAy8GUFBC9G//4VwcOj52x0Lubm5+PTTT7Fp0yZMmjQJ999/P+bNmwcnJ6c+na+v | |
mCvNaPi+AY3bG6FL0MH7Am/4z/WH31w/uEf2fmFIoq1tP+rrv0Nd3ddwdOyHoKDbEBS0EO7uw09p | |
/c9EJLMEfaIeTb82oemXJpgKTfC5zAdOs7yRe74TYv3MiG9tRZbBgDEeHriwf39c4O2NSV5eGObq | |
Coe/8D8SnFxIotJiQbJe3624OTpispcXJnl5YYqXF6Z5e8NHpTrd1T01NDQAubk9S2UlMHQoEBUF | |
REYCERHAsGHKcsgQ4Fy5Pn8zTqTm7LOQbmpqwi233IKysjKEh4fjm2++gY+PT4/9WlpacM899yA7 | |
OxsODg5Yt24dpk2b1rMif3MhDQCNjT8hP/9eTJqUArnWG6lTUxG1Pgr+V/pjQ3U13igvR9zEiQhw | |
cQG2bwfuuw/YswcYNQqSLGHRD7fiCo/dmBZ5N6Ii3wRlYteluShIsmGGZgzGn+eIaosFM/bvx4zm | |
Znz3j39gzZo1uO6qqxSBaLMB//sfdMYUZGXdCJ+gpVimiYOHiwe23LQFLk4uAADJJOG3BcV4YHcY | |
rrnFGe9uUPXQlgkJCbjhxhsRuWgRCq+5Bh9FReHagIBu+xgMB5CdvQBeXhMxYsQncHJyB779Fli2 | |
DJgzB3jjDSA4GADQsLUB+Q/kI+iWIAxbPgyO/XoKu9KWUjz565NIqEzA85e8AM+wa/Cv4hJc4++P | |
FcOGHd8N32xG6b8/Rf/3X8V3LrfD+NSLuPPR/jgGHd4rVboqrE5cjbVpa3Hn+Dvx7PRnEeCuXI/6 | |
+np89NFH+OijjxAREYG7774bCxYsgKen53F9hs2mXL633wZ0OuDRR4E77wQ8PI6/viZTMerqNqOu | |
bjPs9uZ2UX0LvLwmH1VUNzY24n//+x+++OILFBQU4K677sLSpUsxdOjQ46/IScCut6N5dzMadzai | |
aWcTHD0c4TvDFz4zfOB9qSuMrvFobNyOxsbtcHR0RUDA9QgKug2enuPPafFnb7NDp9Gh5c8WtMa0 | |
Qp+qh0e0B3wv94XfHD94X+ANR5eebcMoSdin1yO+tRWJOh1S2trQJkk4z9MTk9pF2SRPT0S4uZ3T | |
1/d0YZAkZBsMyDQYkNnWpiwNBjgCmOzl1VEmeXlhQL9+p7u6Zx5mM1BYCOTlKcviYqCoSClaLRAa | |
2imsu4rsoUOB/v3/kmFGcPI4I4T0U089hYCAADz11FNYsWIFmpubsXz58h77LV68GJdeeimWLFkC | |
u90Og8GA/r2olXNBSANAScnzaGr6BRMm/I62BDuyrsvCuJ/HwWuSF/5dXIyfm5qwZ/x4+KpUwOef | |
A888A/z8M+Qx0cg5cBv2VSXgi+oIfLvgf2h8thH6FD0K7xuPh59wwmufmbEyOB13hYTg30OGICUl | |
BbfPm4efXF0xZOJEOH75JeCqWHkL6pJw3VczEeXji023xMPDbVBHHX/5BbjzTuKfs1ox/ecsDH5m | |
MMIeDYOjyhGSJGHlypV455138Nlnn2HevHmIbWnBXbm5mODpiTeGDUOEqwsqK/+L8vIViIhYgZCQ | |
Jd07UJ0OePllYONGmBf9C8VlV0C334yR60fCZ3rPh7FDWVuowZOFeTDQGY/4WPHK5IUdFuqjYrEo | |
FvHXXgMmTABefx2ptrFYtUr53rffDixZorx1LGTUZuAtzVvYnrcdi8YvwuMXPI7B/Qf3uq/NZsOu | |
Xbuwdu1axMbG4oYbbsCCBQswc+ZMuLi4HP4zMpQqf/UVMHo08NhjwNy53UcI/goGQzbq6ragvv5b | |
2GzN8Pe/Cn5+V8PXdzZUKuX3aGhowK5du7B582bExcXhyiuvxK233oq5c+dCdQZbZGRJRmNGCmpz | |
fobO/AesIUlwrI6EZ9sV8A+cB//zJsIjygMOjudWZ0eJMOYZoUvSQb9PD32SHoYDBnid54X+l/SH | |
zyU+8L7AG85ezn06f63VilS9Hil6PVLa2pCi16PVbscYDw+Mbi9jPDww2t0dwS4uQmCfAFrtduQb | |
jcg3mZBnNHYIZ63Viih3d4z18Ogo4zw9MUBc97+O1QqUlXUX1wfXS0uV4cPBg4FBgzqXh66398mC | |
U8sZIaRHjhyJP//8E8HBwaipqcFll12G3Nzcbvu0trZi4sSJKC4uPnpFzhEhTRK5uXfBYqnEmDE/ | |
oGWnBXlL8zDmxzHwvsAbTxYV4ZemJuwaNw6DXV2BLVsgP/4IcjaNgOTvgejR3+Ppn/4Pfq/64VLL | |
pZi2dxpUPiqs1+iwVJuNGXWDsP2uMOW/mZEB24IF+MlgwJuDB2Pthg0YMWIEdubvxN3b7sZj0x7F | |
goEmVFd/gvDwl+DtfQ/+8x9n/PADsHEjMGMGYCw0ouChAlgqLWi7vw3/+fo/UKlU+OKLLzBoUKf4 | |
NkoSVldW4teyH/BPpzUY6BaMcaM+g5vbsF6vg63ZhvKn01G9sQGhTjsw+NFAOD18j/J0f5jrFtva | |
ilUVFUhva8ML4eGItBXjHc1bUJersWj8Itw14S6MDhrd+4XXaoGPPwY+/RQ47zzgxReBqVO77VJW | |
pgjW9esBf39g8WLg+uuVe15Xmk3N2Jy1Gev3r0eVvgoPTXkI90++H35ufsfaDKDVavH111/j+++/ | |
x4EDBzB37lxcd911mDFjBnx9/ZCdDfzwA/D998qI4+LFivU5MvKYP6JPmEzFaGr6CXV1O5Ga+idS | |
UwOg0dhRWNiCyy67DAsX3o758+cftzX9VCHLVrS1ZUCvT0RrqxrNzb/DyckTvr4z4eMzA779Z8OS | |
44qWP1ugS9RBn6iHvcUOryle8D7fG57necJjrAfchrn9bcS1ZJRgPGCEIcuAtsw26JP1aEttgypI | |
Be8p3vCa4qWUyV5wcjt5LjkNViuyjUZkGwzIMhiQ3V4IYLSHB6Lc3RHp5oZINzdEuLoiws0NXs59 | |
E/J/V1psNpRZLCg1m7uJ5nyjEW2ShBHu7hjh5oYR7u4Y0y6ah7u5wflEPXULjo/WVqC8HKio6H1Z | |
VaVYrQcNAgYMAEJCepaD2/sy9Cg4LGeEkPb19UVzczMAReT4+fl1vD7I/v37cd999yE6Ohrp6emY | |
NGkSVq9eDfdenDnPFSENALJsR0HBg9DrUxAdvRmmGD/kLspF+IvhGHDfAKzWVmFFeTk+GDECV3no | |
cCBpLlw1ZRjVdC/Mt/0fDtxXhnrPetwz6x7cddG9UA25De9ra7EiaAR2PhuIA/st+G76aozc8SYc | |
3n4b8m234d333sNL774E/1v9YfW34qubvsLFgy8GADQ378d77/2M99+/E9Onm/Dpp6Hw9++0kGZl | |
ZeHVf76K32J/w0NhD+HB1x9E4PWBcHJVOl1SRlPTz6ioeBtGcwni3R/B662TMNPXFw+FhuISHx84 | |
tVs+DNkGaD/WovbLWgTcEIChLw1FP1MF8NZbwJYtwPTpwKJFiuuHpydqrVb8UF+Pj7VamGUZj4SF | |
4e6QELh28cEtbCrEurR1+Dz9c4R4huD6kddjXtQ8jFWFwWHbNuDrr4HERMXc/PDDwKhRR/x9JAn4 | |
/Xfgyy+BnTuBsDDg0mtLgRE7cUDaicSqeFwZeSXunHAnLh92OZwd/1pnr9VqsWnTL/j6ay1ycoLh | |
6HgFXFy8cNllzVi82BvXXusPZ+eTK+p0Oh3S09OhVquhVqsRHx+PoKBAzJgxBhde6IGRIythsSTD | |
1XUovLymwNNzPDw9x8PDYxxUKt+TWrfDYbfrYDDkwGjMbhfPSWhry4CbWwS8vKaif/8L4eMzE25u | |
4Uc8j7XWCl2iDrpEHdrS22DINMDWaIPHaA94jPWAR7QH3CLd4BbpBtdhrh3t/kyCEmGpssBUbIK5 | |
2AxTkQmGbAOM2UZYKi1wG+EGjzEe8BjtAa9JimhW+Z/+kQSSqLPZkGUwoMBoRKHJhCKzWVmaTPB2 | |
ckKEmxuGubkhrF+/HiVQpYLj38Sq2ma3o8ZqRY3VimqrFWVmM8osFpSZzSg1m1FmNoMAhri6Yki/ | |
fh2iOcrdHSPc3TFQWJjPPmQZqK1V/LBrapRSXd253nWbs3OnuA4IUKw9Ryp+fsJ/+wicMiE9e/Zs | |
1NTU9Nj+2muvYfHixd2Es5+fH5qamrrtl5ycjAsuuADx8fGYMmUKli1bBm9vb7z88ss9K+LggBde | |
eKHj9WWXXYbLLrusL9/prIAkqqreQ2npywgNfQC+lrtQtKgZcASGPDsEeVO02FH8FqZLW+EY/C+c | |
X3MHGu7fidr8QQi/uh4u/52OTx3MWF5WDJu+CA/4WPGQ92RE7k6F6a0PkWgajxXBb2POP8PgOyEG | |
vzdswva87YhqjkLu2lzMunQOpk69F3V107BliwciI4lnn9UgOPh5GAzZMJsvR1qaD3btykBOTh4e | |
eeQRPPjAg7D/YUfVR1XQ59fA+44aOFyUAEP/n6Fy9UdY2D8RFHQrHB1doLfb8XltLT7Pr4JXhgXX | |
5rkhaq8Nbq0yBi4egLCHQ9Fv4CH+eG1taP72W+xLSECiLOO3Sy5BxoABuNLBAXcPHYrLw8PhcDjL | |
iiRBKshH1h+bUffHDgQlZiGi1oaccQNQN28mPK6/BZGDxiPUOxSOR/ABJgmtXov8xnxk1WVBU5mI | |
mKJENBt0cNdeBV3KXIz3nI1pE3wQHa1o8hEjgKAg4Fjm17W0KIaI0lJlTun+/Uqpq1OeIaZPtyM4 | |
OAvl5duhVsciNTUVTk5OmDhxIsaPH49hw4YhPDwcQ4cOxeDBg+F6HMOCFosFFRUVKCsrQ1lZGUpK | |
SpCZmYmMjAzU1tZi9OjRuOiiizB9+nRcdNFFCG73Xz+ILNvQ1pYGvT4VBkM62trSYTBkwtnZF25u | |
kXB1HQY3t2FwdR0KV9chUKkCoVIFwNnZ57g7eFKC3d4Km60RVms1zOYymM1lsFiUpdF4ADZbE9zd | |
R8HDYzQ8PMbA23sqPD0nwdn5r1vLbS02GLIMMGQaYDxghKnIBFOhCeYyM1wCXeA6zBX9wvrBZYAL | |
+g3sB5eBLug3oB9UASo4+zjD2ccZju6Of0nYkIRslGHX2WFvscNWZ4O1xgpLtQXWGqtStFaYS80w | |
l5uh8lfBLUIR+27D3OAe7Q6PMcpDgKPz2WeRJIlqqxWFJhOKTSZUWa2otFi6FZ3djgEuLghycUGA | |
SoVAlQoB7eXguq9KBS8nJ3g5OcGzfenh5HRSRCdJWEkYJQktdjta7HY0H7q02dBkt6PWakVtu3Cu | |
sVohAxjg4oKQ9jK4XTCHu7oq4tnVFb7OzkIsn4uQgF7fKaobGoDGxiOX5mbFiu3nB3h7A15eyvJg | |
6fr64LqXF+Dm1llcXXuun+KJ5L0iy4pbjcWiLE0mwGAA2tq6L7us783Jwd6Cgo7jXsrJOf0W6ZEj | |
R2Lv3r0ICQlBdXU1ZsyY0cO1o6amBhdccAFKSkoAAGq1GsuXL8eOHTt6VuQcskh3xWQqRnn5CtTV | |
bYGLSwjQ4g2zQQs6tUGVdQX0v98Ba0Z/WB2I9KtUSLpJRhFa0ODoiCsyM/HP9HScV3gA1pJC2C0m | |
/DJShV9nD0VxZAAqG5tR0VYEx/oJ6Fd0E0YY7oKHox+amiQUFUlwdtbCat0Fb+/vEB6uh4uLCwwG | |
A0pLi+Hm5oAJE1xw0UV6XHxxADw9g+Hk5AFJMsBmq4fN2gSXtpFwSJ8K29apkA8Mg+tgVzh7O8PB | |
yQFSmwRLtQVSmwTnse6omKRC3BQZ2yJNqLHbMKi9U3B3dISVRJskodJigY3EJE9PTHV1xaWFhZgV | |
FwfXpCRFbZpMiuuHv7/yZ3ZyUm4uDQ1KGThQcSI+7zxwxgwURwVBU58KTYUG2fXZyG/MR7O5GQHu | |
AfBz84N3P28A7dEbrG1oNDWiwdiA/v36Y7j/cIwKGIXzQ8/HtLBpGBU4Co4OjjAYFOP2/v3AgQNK | |
BJCCAuWe5eurCGo3N8UQoFIpEwT1eqU0Nyv//yFDlDJ6tOKLPWGCIsZ7G8VWHriqkJaWhoyMDJSU | |
lKC0tBQlJSWoqKiAs7MzfH194ePjA29v726RU2RZhk6nQ0tLC1pbW2G1WhEWFoYhQ4ZgyJAhCA8P | |
x5gxYzBu3DhERET0KdIGKcNsLoXJVASzuRgmUzHM5hKYzeWw2Rpgs9VDlo1wdvaHs7MXHBz6wdHR | |
FY6O/eDo6AJSAmmDLFtBWiFJJtjtTbDbdXB29oKzsx9cXELg6joErq5D0K/fELi6Doa7+0i4uob3 | |
OdpIX6FEmCvMMBebYdFaYNVaYa22dqzbGm2wtyjClzbC2ccZTl5OcHBxgGM/Rzi6OMKhnwMcVY6g | |
TNBOUGpfthdJL0HSSbDr7XB0cYSTtxOcvZ3hEuwClxAXuAxoX7avu4a7wjXc9aS6ZZypmCUJWqsV | |
9TYb6q1WNNhsqLfZOpb1Nhta7XboJQn6g0tJgkWW4dEurF0cHKBydITKwaFj3cXBAap2wSoDkMke | |
SxsJkywrRZJgkmWYZRlODg5wd3SEr0oFH2dn+Dg7w7eXZXAX0Rzi4gLPkyTuBecosqy4ljQ3Kx2Q | |
Tte57FoO3WY2K32tydS53nWbk1OnuFaplI7LyenoSycnpU5k9+XhttlsnUK5q2i2WJT3+/UDXFyU | |
paur8tDg4QF4enauH+61tzccbr319Avpp556Cv7+/nj66aexfPlytLS09DrZ8JJLLsFnn32GESNG | |
4MUXX4TJZMKKFSt6VuQcFdIHkWU7jMYDsNtb4OISBJV1CEx5Vsg2Ga6DXWEd4IQ8kwkmWUaQSoVh | |
/frBpapKGRIiFYE5ZAi0hhpU6iphspng4+qD4f7D4ebsjqoqxS3LalUePMPDFeFnt9tRU1ODqqoq | |
2Gw2eHh4YNCgQQhoj8BxUCjZbE2QpDY4OXlCpfKHq+tgODh0dty2RhssWgvsrXZABpw8naAKUqFf | |
aL8enYNJklBusaDVbodBkuDi6AgPR0eE9esHf5Xq8J2JwaD4lDU1Kf4XdrvyZQIClOLmdtTrbLAa | |
0GhqRKOxEXqrHg5QPsvDxQP+bv4IcA+Ah8vx+6LZ7YqWr6tT7jk2m1JUKuUh38sL8PFRyonqK0nC | |
aDSiubkZLS0t0Ol03f5DDg4O6N+/P/r37w8fHx94eHiclo5alq2w2RogSW2QZQtk2QxZtoC0wsHB | |
CQ4OLnB0dGlfukKl8mu3Yp/dwlC2yLC32iHpJchWGbQSskXuWHdwcgCcAAdnB6U4KUsnL0U4O3k5 | |
wVF19lmSzwbssow2SYJBlmGTZVjbhbFVlmHrsu4AwNHBAY5dlg7tS5WDA9ycnODm6NhZnJw63NgE | |
gr8dpNKxHRTVNltnX3wsS0dHpTg49Fw/dOni0imUD106Of3ljvSM8JFuamrCzTffjPLy8m7h77Ra | |
LZYuXYqdO3cCANLT03HPPffAarUiIiIC69evP6ejdggEAoFAIBAITh9nhJA+0QghLRAIBAKBQCA4 | |
2ZxIzSnGDQUCgUAgEAgEgj4ghLRAIBAIBAKBQNAHhJAWCAQCgUAgEAj6gBDSAoFAIBAIBAJBHxBC | |
WiAQCAQCgUAg6ANCSAsEAoFAIBAIBH1ACGmBQCAQCAQCgaAPCCEtEAgEAoFAIBD0ASGkBQKBQCAQ | |
CASCPiCEtEAgEAgEAoFA0AeEkBYIBAKBQCAQCPqAENICgUAgEAgEAkEfEEJaIBAIBAKBQCDoA0JI | |
CwQCgUAgEAgEfUAIaYFAIBAIBAKBoA/0WUg3NTVh9uzZGDFiBK644gq0tLT0ut8bb7yB0aNHY+zY | |
sbjttttgsVj6XFmBQCAQCAQCgeBMoc9Cevny5Zg9ezby8/Mxa9YsLF++vMc+paWlWLNmDVJTU5GZ | |
mQlJkrB58+a/VGHBucXevXtPdxUEZyCiXQh6Q7QLQW+IdiE4mfRZSG/btg2LFy8GACxevBg//vhj | |
j328vb2hUqlgNBpht9thNBoRGhra99oKzjnEDVDQG6JdCHpDtAtBb4h2ITiZ9FlI19bWIjg4GAAQ | |
HByM2traHvv4+fnhiSeewODBgzFw4ED4+Pjg8ssv73ttBQKBQCAQCASCMwTnI705e/Zs1NTU9Nj+ | |
2muvdXvt4OAABweHHvsVFRXhnXfeQWlpKfr3748FCxbgyy+/xO233/4Xqy0QCAQCgUAgEJxm2Eei | |
oqJYXV1NktRqtYyKiuqxz+bNm3n33Xd3vP7888/54IMP9nq+iIgIAhBFFFFEEUUUUUQRRZSTViIi | |
Ivoqf3twRIv0kZg/fz42btyIp59+Ghs3bsR1113XY5+RI0filVdegclkgqurK3bv3o2pU6f2er7C | |
wsK+VkUgEAgEAoFAIDjlOJBkXw5samrCzTffjPLycoSHh+Obb76Bj48PtFotli5dip07dwIAVq5c | |
iY0bN8LR0RHnnXcePvvsM6hUqhP6JQQCgUAgEAgEglNNn4W0QCAQCAQCgUBwLnPaMxv+/PPPGDly | |
JIYPH44VK1ac7uoITiEVFRWYMWMGRo8ejTFjxuDdd98FcORkP2+88QaGDx+OkSNH4tdffz1dVRec | |
AiRJwsSJEzFv3jwAol0IgJaWFtx0000YNWoUoqOjkZiYKNqFoNfEb6JdnHssWbIEwcHBGDt2bMe2 | |
vrSDlJQUjB07FsOHD8ejjz569A8+Yd7WfcButzMiIoIlJSW0Wq0cP348c3JyTmeVBKeQ6upqpqWl | |
kST1ej1HjBjBnJwc/utf/+KKFStIksuXL+fTTz9NkszOzub48eNptVpZUlLCiIgISpJ02uovOLm8 | |
9dZbvO222zhv3jySFO1CwEWLFnHt2rUkSZvNxpaWFtEuznFKSko4dOhQms1mkuTNN9/MDRs2iHZx | |
DhITE8PU1FSOGTOmY9vxtANZlkmSU6ZMYWJiIknyqquu4k8//XTEzz2tFumkpCRERkYiPDwcKpUK | |
CxcuxNatW09nlQSnkJCQEEyYMAEA4OnpiVGjRqGqquqwyX62bt2KW2+9FSqVCuHh4YiMjERSUtJp | |
q7/g5FFZWYldu3bhnnvuAdu9z0S7OLdpbW1FbGwslixZAgBwdnZG//79Rbs4x+kt8dvAgQNFuzgH | |
mT59Onx9fbttO552kJiYiOrqauj1+o7AGIsWLeo14WBXTquQrqqqwqBBgzpeh4WFoaqq6jTWSHC6 | |
KC0tRVpaGs4///zDJvvRarUICwvrOEa0l78vjz32GN588004OnbeokS7OLcpKSlBYGAg7rrrLpx3 | |
3nlYunQpDAaDaBfnOL0lfps9e7ZoFwIAx99vHLo9NDT0qO3jtArp3pK4CM492tracOONN2L16tXw | |
8vLq9t7hkv10fV/w92LHjh0ICgrCxIkTO6zRhyLaxbmH3W5HamoqHnzwQaSmpsLDwwPLly/vto9o | |
F+ceXRO/abVatLW14Ysvvui2j2gXAuDo7aCvnFYhHRoaioqKio7XFRUV3Z4EBH9/bDYbbrzxRvzj | |
H//oiEUeHBzckVGzuroaQUFBAHq2l8rKSoSGhp76SgtOKvHx8di2bRuGDh2KW2+9Fb///jv+8Y9/ | |
iHZxjhMWFoawsDBMmTIFAHDTTTchNTUVISEhol2cwyQnJ+PCCy+Ev78/nJ2dccMNN0Cj0Yh2IQBw | |
fHoiLCwMoaGhqHsdesYAAAHiSURBVKys7Lb9aO3jtArpyZMno6CgAKWlpbBardiyZQvmz59/Oqsk | |
OIWQxN13343o6GgsW7asY/vBZD8AuiX7mT9/PjZv3gyr1YqSkhIUFBQcNsGP4Ozl9ddfR0VFBUpK | |
SrB582bMnDkTmzZtEu3iHCckJASDBg1Cfn4+AGD37t0YPXo05s2bJ9rFOczIkSORkJAAk8kEkti9 | |
ezeio6NFuxAAOH49ERISAm9vbyQmJoIkNm3a1GvCwW6c4EmTx82uXbs4YsQIRkRE8PXXXz/d1RGc | |
QmJjY+ng4MDx48dzwoQJnDBhAn/66Sc2NjZy1qxZHD58OGfPns3m5uaOY1577TVGREQwKiqKP//8 | |
82msveBUsHfv3o6oHaJdCPbv38/Jkydz3LhxvP7669nS0iLahYArVqxgdHQ0x4wZw0WLFtFqtYp2 | |
cQ6ycOFCDhgwgCqVimFhYVy3bl2f2kFycjLHjBnDiIgIPvLII0f9XJGQRSAQCAQCgUAg6AOnPSGL | |
QCAQCAQCgUBwNiKEtEAgEAgEAoFA0AeEkBYIBAKBQCAQCPqAENICgUAgEAgEAkEfEEJaIBAIBAKB | |
QCDoA0JICwQCgUAgEAgEfUAIaYFAIBAIBAKBoA8IIS0QCAQCgUAgEPSB/wfEvsX/sPb4SwAAAABJ | |
RU5ErkJggg== | |
" | |
> | |
</div> | |
</div> | |
</div> | |
</div> | |
</div> | |
<div class="cell border-box-sizing text_cell rendered"> | |
<div class="prompt input_prompt"> | |
</div> | |
<div class="inner_cell"> | |
<div class="text_cell_render border-box-sizing rendered_html"> | |
<p>Now that we have a matrix, we can create a few models that live at the cell-centers of our mesh. We will multiply these models by the matrix that we just created to create some predicted data:</p> | |
<p>$$ \mathbf{d}_{\text{pred}} = \mathbf{Pu} = \mathbf{PGm}$$</p> | |
<p>Here we will create data by projecting the field, $\mathbf{u}$, onto the data-space using a linear projection $\mathbf{P}$. We will create the field by multiplying a model, $\mathbf{m}$, by the matrix we just created $\mathbf{G}$. In this case, we will just assume that our linear projection is the identity (we sample the data everywhere!). This reduces the equation to:</p> | |
<p>$$ \mathbf{d}_{\text{pred}} = \mathbf{Gm}$$</p> | |
<p>An interesting question is to see if different models give different data (very important if we ever want to predict the model!).</p> | |
<p><strong>Note:</strong> in numpy, sometimes you get weird results when you just multiply, so if you intend to do a matrix multiply, use np.dot()</p> | |
</div> | |
</div> | |
</div> | |
<div class="cell border-box-sizing code_cell rendered"> | |
<div class="input"> | |
<div class="prompt input_prompt"> | |
In [3]: | |
</div> | |
<div class="inner_cell"> | |
<div class="input_area"> | |
<div class="highlight"><pre><span class="n">mtrue</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="n">M</span><span class="o">.</span><span class="n">nC</span><span class="p">)</span> <span class="c"># Create a zeros vector, here nC means: number of cells</span> | |
<span class="n">mtrue</span><span class="p">[</span><span class="n">M</span><span class="o">.</span><span class="n">vectorCCx</span> <span class="o">></span> <span class="mf">0.3</span><span class="p">]</span> <span class="o">=</span> <span class="mf">1.</span> | |
<span class="n">mtrue</span><span class="p">[</span><span class="n">M</span><span class="o">.</span><span class="n">vectorCCx</span> <span class="o">></span> <span class="mf">0.45</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">0.5</span> | |
<span class="n">mtrue</span><span class="p">[</span><span class="n">M</span><span class="o">.</span><span class="n">vectorCCx</span> <span class="o">></span> <span class="mf">0.6</span><span class="p">]</span> <span class="o">=</span> <span class="mi">0</span> | |
<span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">4</span><span class="p">))</span> | |
<span class="n">subplot</span><span class="p">(</span><span class="mi">121</span><span class="p">)</span> | |
<span class="c"># Create a few models</span> | |
<span class="n">models</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">c_</span><span class="p">[</span><span class="n">mtrue</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">r_</span><span class="p">[</span><span class="n">mtrue</span><span class="p">[</span><span class="mi">200</span><span class="p">:],</span><span class="n">mtrue</span><span class="p">[:</span><span class="mi">200</span><span class="p">]]</span><span class="o">*</span><span class="mf">0.5</span> <span class="o">-</span> <span class="mf">0.2</span><span class="p">,</span> | |
<span class="n">M</span><span class="o">.</span><span class="n">vectorCCx</span> <span class="o">-</span> <span class="mf">0.5</span><span class="p">,</span> <span class="o">-</span><span class="n">M</span><span class="o">.</span><span class="n">vectorCCx</span> <span class="o">+</span> <span class="mf">0.75</span><span class="p">,</span> | |
<span class="n">Utils</span><span class="o">.</span><span class="n">ModelBuilder</span><span class="o">.</span><span class="n">randomModel</span><span class="p">(</span><span class="mi">1000</span><span class="p">,</span><span class="n">seed</span><span class="o">=</span><span class="mi">751</span><span class="p">,</span><span class="n">its</span><span class="o">=</span><span class="mi">20000</span><span class="p">)</span><span class="o">-</span><span class="mf">0.3</span><span class="p">]</span> | |
<span class="n">plot</span><span class="p">(</span><span class="n">M</span><span class="o">.</span><span class="n">vectorCCx</span><span class="p">,</span> <span class="n">models</span><span class="p">)</span> | |
<span class="n">title</span><span class="p">(</span><span class="s">'A few synthetic model.'</span><span class="p">)</span> | |
<span class="n">xlabel</span><span class="p">(</span><span class="s">'x'</span><span class="p">);</span><span class="n">ylabel</span><span class="p">(</span><span class="s">'Amplitude'</span><span class="p">)</span> | |
<span class="n">data</span> <span class="o">=</span> <span class="n">G</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">models</span><span class="p">)</span> <span class="c">#: this is matrix multiplication!!</span> | |
<span class="n">subplot</span><span class="p">(</span><span class="mi">122</span><span class="p">)</span> | |
<span class="n">plot</span><span class="p">(</span><span class="n">data</span><span class="p">)</span> | |
<span class="n">title</span><span class="p">(</span><span class="s">'The data created by each model.'</span><span class="p">)</span> | |
<span class="n">xlim</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span><span class="mi">19</span><span class="p">]);</span><span class="n">xlabel</span><span class="p">(</span><span class="s">'Kernal Number, i'</span><span class="p">);</span><span class="n">ylabel</span><span class="p">(</span><span class="s">'g(i) * x'</span><span class="p">)</span> | |
</pre></div> | |
</div> | |
</div> | |
</div> | |
<div class="output_wrapper"> | |
<div class="output"> | |
<div class="output_area"><div class="prompt output_prompt"> | |
Out[3]:</div> | |
<div class="output_text output_subarea output_pyout"> | |
<pre> | |
<matplotlib.text.Text at 0x10db27ad0> | |
</pre> | |
</div> | |
</div> | |
<div class="output_area"><div class="prompt"></div> | |
<div class="output_png output_subarea "> | |
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAtUAAAEZCAYAAABYcdk5AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz | |
AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd4U2X7B/DvaZvunbTpSAdtoYsCZaMC9UUQUCiCbLCI | |
IoICbgVFwQGIIsOF8kOGqCyVPRWKCkJpS6F00L333k2bPL8/8jYvLR1pmjRJe3+uq1eb5oz7JO1z | |
7vPkOc/NMcYYCCGEEEIIIUrT03QAhBBCCCGE6DpKqgkhhBBCCOkiSqoJIYQQQgjpIkqqCSGEEEII | |
6SJKqgkhhBBCCOkiSqoJIYQQQgjpIkqqSZfl5+djzJgxsLS0xJtvvqnpcLpk3bp1WLhwocq2N3ny | |
ZPz4448q254qBAUFYffu3Qotq6enh5SUFDVHREjPp+q25X579+7F6NGj1bJtXebu7o4///yz1ecW | |
LVqEtWvXdnNEitOm+Np7He+XlpYGPT09SKXSbohKO1FSTdoUFBQEW1tbiMXidpf7/vvvYW9vj4qK | |
Cnz22WfdFF3XhYaGwsXFpdnvOI5TenutnTTPnDmjthOpsjiO69JxEkIeZG5uDgsLC1hYWEBPTw+m | |
pqbyxz///LPW/M+pM7lXpdba585qr63T9nZQm+LTpli0HSXVpFVpaWkICwuDvb09Tpw40e6y6enp | |
8PX17abI1ItqIRFClFFVVYXKykpUVlbCzc0Np06dkj+eN29er2tbGhsbNR1Ch3rbe0LUj5Jq0qr9 | |
+/fjsccew8KFC7Fv3742l1u0aBH279+PzZs3w8LCApcuXQJjDJs2bYKXlxcEAgFmz56N0tJSAEBI | |
SAi++OILAEB2djb09PTwzTffAACSk5PB5/Nb3U9SUhLGjh0La2tr2NnZYc6cOQCAl156CW+88Uaz | |
ZadOnYrt27cDkH1stWXLFgwcOBDW1taYM2cO6uvrUV1djUmTJiEnJwcWFhawtLREbm4uOI6DWCxG | |
SEgILC0t0b9/f0RERMi3nZOTgxkzZsDe3h4eHh748ssvAQDnzp3Dxo0bcejQIVhYWCAwMBDAg0Mt | |
du3aBT8/P1haWsLf3x+3bt1q9Xj19PTw7bffom/fvrC0tMT777+P5ORkjBo1Sn4cDQ0Nzbbbt29f | |
8Pl8BAcHIzc3V/7cxYsX4ePjA2tra6xYsQKMsWYnkx9++AF+fn6wtbXFxIkTkZGR0eb7TQhRjrJt | |
S2uKi4sxdepUWFlZYcSIEUhOTm72/KpVq+Dq6gorKysMHToU//zzD4C226k9e/bI2yVPT098//33 | |
7R5Ly3YsKioKgKy93bx5MwYMGAALCwtIpVJcv34dDz30EGxsbDBo0CBcuXJFvp229tta+5yXl9fu | |
uQUAfvzxR7i5uUEgEGDDhg0dvidFRUWYMGECLC0tERQUJG/72jqvbNu2rdXtxMfHY/z48eDz+fDx | |
8cGRI0fkz50+fRqBgYGwsrKCq6sr1q9f32zdf/75R/76uLq6Yv/+/fLnSkpK8OSTT8LS0hIjR45s | |
cyhe07CLvXv3wtXVFXw+Hzt37sTNmzcxYMAA2NjYYMWKFfLlGWP4+OOP4e7uDqFQiJCQEFRUVCj0 | |
Onb0HvR6jJBWeHp6sgMHDrCEhATG4/FYfn5+m8suWrSIrV27Vv5427ZtbNSoUSw7O5uJxWK2dOlS | |
NnfuXMYYYz/88AObMmUKY4yxn376iXl6erLZs2czxhjbvXs3mzZtWqv7mDNnDtuwYQNjjLH6+np2 | |
9epVxhhjYWFhzMnJiUmlUsYYY4WFhczU1JQVFBQwxhhzd3dnI0aMYLm5uaykpIT5+vqynTt3MsYY | |
Cw0NZSKRqNl+PvjgA2ZsbMzOnj3LpFIpW716NRs5ciRjjDGJRMIGDx7MPvroI9bQ0MBSUlKYh4cH | |
O3/+PGOMsXXr1rGFCxc2215QUBDbvXs3Y4yxw4cPM2dnZxYeHs4YYyw5OZmlp6e3erwcx7Fp06ax | |
yspKFhMTwwwNDdmjjz7KUlNTWXl5OfPz82P79u1jjDH2559/MoFAwG7dusXq6+vZihUr2JgxY+Sv | |
h4WFBfv1119ZY2Mj27p1KzMwMJDHdOzYMebl5cXi4+OZRCJhH3/8MXvooYeaxZGcnNxqjISQ1rm7 | |
u7M///yz2e+60ra0NHv2bDZ79mxWU1PD7t69y5ydndno0aPlzx84cICVlJQwiUTCtmzZwhwcHFh9 | |
fT1jrPV26vTp0ywlJYUxxtiVK1eYqakpi4yMbHXfLduxpKQkeTvm5ubGAgMDWVZWFqurq2NZWVmM | |
z+ezs2fPMsYYu3jxIuPz+ayoqKjD/bbWPrd3bomJiWHm5ubs77//ZvX19ey1115jBgYGD7wPTUJC | |
QpiFhYV8+VWrVrFHHnmEMdbxeeV+VVVVTCQSsb179zKJRMJu3brFBAIBi42NlR/H3bt3GWOM3blz | |
hwmFQnbs2DHGGGNpaWnMwsKCHTx4kDU2NrLi4mIWFRUlj4/P57ObN2+yxsZGNn/+fDZnzpxWjyU1 | |
NZVxHMeWLVvG6uvr2YULF5ihoSGbNm0aKywsZNnZ2cze3p5duXKFMSY713p5ebHU1FRWVVXFpk+f | |
Lv+b6Oh1bO89aIpDIpG0GmdvQEk1ecDff//NjI2NWUVFBWOMsYEDB7KtW7e2ufyiRYvYe++9J3/s | |
6+vbrCHLyclhPB6PSSQSlpSUxGxsbJhUKmUvvvgi++677+QN5zPPPNPmfp555hn2wgsvsKysrAee | |
8/X1ZRcvXmSMMfbll1+yJ554Qv6cu7s7++mnn+SP33rrLfbiiy8yxhi7fPlyq0n1+PHj5Y9jYmKY | |
iYkJY4yx69evM1dX12bLb9iwgT377LPydRcsWNDs+fuT6gkTJrAdO3a0enwtcRzHrl27Jn88ZMgQ | |
tnnzZvnj119/nb3yyiuMMcYWL17M3n77bflzVVVVjMfjsbS0NLZv3z42atSoZtsWiUTymCZOnCj/ | |
mTHZyd3U1JRlZGTI46CkmpDOaSupVrZtuV9jYyPj8Xjs3r178t+tWbNGnhC2xsbGht25c0ceR8t2 | |
qqVp06ax7du3t/pce+2Yu7s727Nnj/zxpk2bHkjgH3/8cXmHQHv7ba19buvc0tjYyNavXy9P7hhj | |
rLq6mhkaGrabVN+/fFVVFdPX15efY9o7r9zv4MGDzS5oGGPshRdeYOvXr291+VWrVrFXX32VMSZ7 | |
j6dPn97qcosWLWJLliyRPz5z5gzz8fFpddmmZDYnJ0f+Oz6fzw4fPix/PGPGDPlr+5///Id9++23 | |
8ufu3bun8OvY3vmdkmrGaPgHecC+ffswYcIEWFhYAABmzpzZ7hCQltLS0vDUU0/BxsYGNjY28PPz | |
g4GBAfLz8+Hp6QkzMzNERUXh77//xpNPPgknJyckJCTgr7/+wtixY1vd5ubNm8EYw/Dhw9G/f3/s | |
2bNH/twzzzyDAwcOAAAOHDjwwE04Dg4O8p9NTExQVVXVbvxCoVD+s6mpKerq6iCVSpGeno6cnBz5 | |
cdnY2GDjxo0oKChQ6HXJysqCp6enQsu2jMPExKTZY2NjY1RXVwMAcnNz4ebmJn/OzMwMfD4f2dnZ | |
yM3NhUgkarbd+2/+SU9Px6pVq+TH0zT8Jjs7W+E4CSGKUUXbUlhYiMbGxmb/x66urs2W+fzzz+Hn | |
5wdra2vY2NigvLwcRUVFbcZ19uxZjBw5Enw+HzY2Njhz5gyKi4tbXbajdqxl+3LkyJFmx3X16lXk | |
5eV1er9A++eWlm2dqalpm8MJAdlwnPuXNzMzg62tLXJycgB0fF65/xhv3LjR7Bh//vln5OfnAwBu | |
3LiBRx99FPb29rC2tsZ3330nP8bMzEx4eHi0GWPLc0Bnzl0tzxn3r9/ynOHq6orGxkaFXsf23gMC | |
GGg6AKJdamtrcfjwYUilUjg6OgIA6uvrUVZWhjt37mDAgAEdbsPV1RV79uzBqFGjWn1+7NixOHLk | |
CBoaGuDk5ISxY8di7969KC0txaBBg1pdRygUysfbXb16FY899hjGjh0LDw8PLFiwAAEBAbh9+zbi | |
4+Mxbdo0hY61tbuZ27vD2cXFBX369EFCQkKrz+vptX+N6uLigqSkJIVi68j9cTo5OSEtLU3+uLq6 | |
GsXFxRCJRHB0dERmZqb8OcZYs8eurq5Yu3Yt5s6dq5K4CCGt60rbcj87OzsYGBggIyMD3t7eANDs | |
Poi///4bn332GS5dugR/f38AgK2trfw+ipZx1NfXY8aMGThw4ACCg4Ohr6+Pp556qs2b+Dpqx+7f | |
vqurKxYuXNjqGO2O9tva69XeucXR0RFxcXHyxzU1Ne0m6ACatYVVVVUoKSmBk5MTACh8XnF1dcXY | |
sWNx4cKFVp+fN28eVq5cifPnz8PQ0BCvvvqqPC5XV1eEhYW1G6M6tDxnZGRkwMDAAA4ODh2+ju29 | |
B/dvs7einmrSzLFjx2BgYIC4uDjcvn0bt2/fRlxcHEaPHt3sBor7tWx8X3zxRaxZs0be0BcWFjab | |
QWTs2LH46quvMGbMGACym/m++uorjB49us0Tz5EjR5CVlQUAsLa2Bsdx8iRWJBJh6NCheOaZZ/D0 | |
00/DyMhIoWMVCoUoLi5udoNGWycSABg+fDgsLCywefNm1NbWQiKR4O7duwgPD5dvLy0trc1tPP/8 | |
8/j8888RGRkJxhiSkpI6dVPg/dtl991sOHfuXOzZswe3b99GfX091qxZg5EjR8LV1RWTJ09GTEwM | |
fv/9dzQ2NmLHjh3yXiJA9l5t2LABsbGxAIDy8vJmN9kQQlSjK23L/fT19TF9+nSsW7cOtbW1iI2N | |
xb59++RtZ2VlJQwMDCAQCCAWi/Hhhx82a+McHByatVNisRhisRgCgQB6eno4e/Zsmwki0Ll2bMGC | |
BTh58iQuXLgAiUSCuro6hIaGIjs7u8P9ttY+t3duefrpp3Hq1ClcvXoVYrEY77//frvzJTPGcObM | |
Gfnya9euxahRo+Ds7AxA8fPKk08+iYSEBBw4cAANDQ1oaGjAzZs3ER8fD0CWrNvY2MDQ0BBhYWH4 | |
+eef5evOmzcPf/zxB44cOYLGxkYUFxfj9u3b8vhU7f5zxtatW5GWloaqqiqsWbMGc+bMgZ6eHmbM | |
mNHu69jR+b23o6SaNLN//34sXrwYIpEI9vb2sLe3h1AoxMsvv4yff/651Uaq5RyWq1atwtSpU+V3 | |
VY8aNarZ1fiYMWNQVVUlT6offvhh1NbWyh+3Jjw8HCNHjoSFhQWCg4OxY8cOuLu7y58PCQlBdHR0 | |
h/Ov3h+rj48P5s6dCw8PD9ja2spn/2iZ2Dc91tfXx6lTpxAVFQUPDw/Y2dnhhRdekDf6M2fOBADw | |
+XwMHTr0gX0//fTTePfddzFv3jxYWlpi+vTpbd413VEv+v1xjhs3Dh999BFmzJgBJycnpKam4uDB | |
gwAAgUCAI0eO4J133oFAIEBSUhIeeeQR+XamTZuGt99+G3PmzIGVlRUCAgJw/vz5Vve5YcMGTJ48 | |
ua2XlhDSjq60LS199dVXqKqqgoODAxYvXozFixfLn5s4cSImTpyIfv36wd3dHSYmJs2Gh7Rspyws | |
LLBjxw7MmjULtra2+OWXXxAcHNzmcXSmHROJRDh+/Dg2bNgAe3t7uLq6YsuWLWCMdbjflu1zXl5e | |
u+cWPz8/fP3115g3bx6cnJxga2vb7jzXHMdh/vz5WL9+Pfh8Pm7duiUf7tFEkfOKubk5Lly4gIMH | |
D8LZ2RmOjo5YvXq1vL7DN998g/fffx+Wlpb46KOPMHv2bPm6rq6uOHPmDLZs2QI+n4/AwEDcuXNH | |
Hl9bfy9tHU9HmpZZvHgxFi5ciDFjxsDDwwOmpqby2Wb8/f3bfR07Or/fH8eyZcuwbNmyDuPqSTim | |
jsshQrrZ33//jQULFiA9PV3ToRDSY9TV1WHs2LGor6+HWCxGcHAwNm7ciJKSEsyePRvp6elwd3fH | |
4cOHYW1tDQDYuHEjfvjhB+jr62PHjh2YMGGCho+CEOXQeYV0FvVUE53X0NCAbdu2YcmSJZoOhZAe | |
xdjYGJcvX0ZUVBTu3LmDy5cv459//sGmTZswfvx4JCQkYNy4cdi0aRMAIDY2FocOHUJsbCzOnTuH | |
5cuX9+qSxUR30XmFKIOSaqLT4uLiYGNjg/z8fLzyyiuaDoeQHsfU1BSAbOytRCKBjY0NTpw4gZCQ | |
EACyj8iPHTsGADh+/Djmzp0LHo8Hd3d3eHl5aeRGLEK6gs4rRFk0+wfRab6+vh1OM0QIUZ5UKsXg | |
wYORnJyMZcuWwd/fH/n5+fLpuoRCoXw6rZycHIwcOVK+rkgkoukZic6h8wpRFiXVhBBC2qSnp4eo | |
qCiUl5fj8ccfx+XLl5s939oNVS2fJ4SQ3qBHJNWDBg2ST0NDCCG6ZODAgYiKitJ0GB2ysrLCE088 | |
gYiICAiFQuTl5cHBwQG5ubmwt7cHADg7Ozeb+zcrK0s+Rdn9vLy8kJyc3G2xE0KIqrTXZveIMdW3 | |
b9+Wz9vbG74++OADjcdAx0zHTMesmi9t7hAoKipCWVkZAFlhqIsXLyIwMBBTp06VV1ndt2+fvDDG | |
1KlTcfDgQYjFYqSmpiIxMRHDhw9/YLvJyckaf911+as3/p/Q66c9X7399Wuvze4RPdWEEEJULzc3 | |
FyEhIZBKpZBKpVi4cCHGjRuHwMBAzJo1C7t375ZPqQfI5gqeNWuWvHTxN998Q8M/CCG9BiXVhBBC | |
WhUQEIDIyMgHfm9ra4s//vij1XXWrFmDNWvWqDs0QgjROj1i+EdvExQUpOkQuh0dc+/QG4+ZkM6i | |
/5Ouodeva+j1a1uPqKjIcRx6wGEQQnqh3th+9cZjJoT0DO21X9RTTQghhBBCSBdRUk0IIYQQQkgX | |
UVJNCCGEEEJIF1FSTQghhBBCSBdRUk0IIYQQQkgXUVJNCCGEEEJIF1FSTQghhBBCSBdRUk0IIaTb | |
MQnNU00I6VkoqSaEENLtyq6UaToEQghRKUqqCSGEdLv8A/maDoEQQlSKkmpCCCHdruj3IkhqJZoO | |
gxBCVIaSakIIId3OYpgFik8WazoMQghRGUqqCSGEdDvhAiENASGE9CiUVBNCCOl2gqcEKPurDOIi | |
saZDIYQQldBYUr148WIIhUIEBAS0uczKlSvRt29fDBw4ELdu3erG6AghhKiTgYUB+JP5KDxcqOlQ | |
CCFEJTSWVD/77LM4d+5cm8+fOXMGSUlJSExMxPfff49ly5Z1Y3SEEELUScIYDQEhhPQoGkuqR48e | |
DRsbmzafP3HiBEJCQgAAI0aMQFlZGfLzqfElhJCewC8sDL/516E2uRa1ybWaDocQQrrMQNMBtCU7 | |
OxsuLi7yxyKRCFlZWRAKhRqMqneTSABdvK4xNwcsLTUdBSHkft97e2NzRgaSx0iQ8vU9TPnUH9Y8 | |
nqbDIoQQpWltUg0AjDUvY8txXJvLrlu3Tv5zUFAQgoKC1BRV77VzJ/DWW4CVlaYjUZxEApiZASkp | |
mo6EEJnQ0FCEhoZqOgyNG2ttjbHW1oh8KQ+ZixLh+dR1POvoiFdEIoiMjTUdHiGEdJrWJtXOzs7I | |
zMyUP87KyoKzs3Oby9+fVBP1qK0Fli0DPv9c05EoLjcXGDxY01EQ8j8tL/rXr1+vuWC0QOBYIRoM | |
0/EvPPEtyjAgPBzBAgHedHGBn5mZpsMjhBCFae2UelOnTsX+/fsBANevX4e1tTUN/dCwFh8c6Axd | |
jZuQ3oDjOAgXCMEdKcVWLy8kjRgBLxMT/CcqClOjo/FPWZmmQySEEIVorKd67ty5uHLlCoqKiuDi | |
4oL169ejoaEBALB06VJMnjwZZ86cgZeXF8zMzLBnzx5NhUr+izGgnRE4hBCiFOF8ISIfioTnFk/Y | |
8nh4180Nr4lE2JeXh0Xx8RAaGuItV1dM4fOhR40QIURLcazlwGUdxHHcA+Oviept3gwUFgKffabp | |
SBSXlwcMGiT7Tog26o3tV2vHHPlQJNzecwN/Mr/Z7yWM4bfCQnyakYFqqRRvurhgoVAInp7WftBK | |
COnB2muzqVUiCtPVnupelq8QopPamrNan+Mw094eN4cMwdd9+2JXbi7eSE7WQISEENI+SqqJwnQx | |
qda1eAnprexm2aH4TDEaKxtbfZ7jOPzHxganAwLwa2EhLpeWdnOEhBDSPkqqSY9HPdWEaD9DgSGs | |
R1uj6Peidpez5fHwvbc3Ft+7h8rG1hNwQgjRBEqqicJ0saeaEKI7hAuEyP+p4wpTk/l8jLO2pmEg | |
hBCtQkk16RRdS6o5jnqqCdEV/Cl8VIZVoj63vsNlv/DywvmSEpwrLu6GyAghpGOUVBOFUXJKCFEn | |
fVN9CKYJUHCwoMNlLQ0MsNvHB0sSElD63+lYCSFEkyipJgrTxeEfuhYvIb1dW7OAtGacjQ2C+Xys | |
SkpSc1SEENIxSqpJp+hikko97IToDusga4jzxKiOrVZo+U89PXGtvBzHCgvVHBkhhLSPkmqiMF1M | |
TnXxIoCQ3ozT5yCcp9gNiwBgpq+Pfb6+WJaYiEKxWM3REUJI2yipJgrTxeEfgG5eDBDSmzXNAsKk | |
iv3zPmxlhQVCIZYnJva66pSEEO1BSTUhhBCtYjbADAYWBii/Wq7wOh+5uyOmuhqHCjq+yZEQQtSB | |
kmqiMF3sqda1eAnRJpmZmXj00Ufh7++P/v37Y8eOHQCAkpISjB8/Hv369cOECRNQVlYmX2fjxo3o | |
27cvfHx8cOHCBaX2y3Fcp25YBABjfX3s9/HBqqQk5NZ3PCUfIYSoGiXVpFN0MUmlT4MJUQ6Px8PW | |
rVsRExOD69ev4+uvv0ZcXBw2bdqE8ePHIyEhAePGjcOmTZsAALGxsTh06BBiY2Nx7tw5LF++HFKp | |
VKl928+zR+HRQkjrFV9/qKUlljo54YWEBBoGQgjpdpRUE4Xp4jlKFy8CCNEWDg4OGDRoEADA3Nwc | |
vr6+yM7OxokTJxASEgIACAkJwbFjxwAAx48fx9y5c8Hj8eDu7g4vLy+EhYUptW9jF2OYDzBH8ZnO | |
FXd5z80NWfX12JuXp9R+CSFEWZRUE4Xp4vAPQDcvBgjRNmlpabh16xZGjBiB/Px8CIVCAIBQKER+ | |
vmyYRk5ODkQikXwdkUiE7OxspffZ2SEgAGCop4d9Pj54KyUFGXV1Su+bEEI6y0DTARDdomtJta7F | |
S4g2qqqqwowZM7B9+3ZYWFg0e47jOHDt/KO19dy6devkPwcFBSEoKOiBZQQzBEh6LQkNpQ3g2fAU | |
jneAuTleFYnw3L17uDBgQLvxEUJIe0JDQxEaGqrQspRUE4VRTzUhvU9DQwNmzJiBhQsXYtq0aQBk | |
vdN5eXlwcHBAbm4u7O3tAQDOzs7IzMyUr5uVlQVnZ+dWt3t/Ut0WnjUPthNsUXi0EE5LnDoV91su | |
LjheVISdOTlY1kYMhBDSkZYX/evXr29zWRr+QRSmq0k1IUQ5jDE899xz8PPzwyuvvCL//dSpU7Fv | |
3z4AwL59++TJ9tSpU3Hw4EGIxWKkpqYiMTERw4cP71IMygwBAQCD/w4DeT8tDcm1tV2KgRBCFEFJ | |
NenR6CKAEOVdvXoVBw4cwOXLlxEYGIjAwECcO3cO77zzDi5evIh+/frh0qVLeOeddwAAfn5+mDVr | |
Fvz8/DBp0iR88803XR56YTvJFtUx1ahL7/z4aB8zM6xxdcWz8fGQ0EdWhBA141gPmHeI4ziaPqkb | |
rF0L8HjA++9rOhLFlZUBbm5AueI1JAjpVr2x/ersMScsS4CRqxHcVrt1el9SxvBoVBSCBQK85uLS | |
6fUJIeR+7bVf1FNNOkXXen51LV5CyIOEC4TI/zFfqYsPPY7DHh8fbMzIQFx1tRqiI4QQGUqqicJ0 | |
tTNNV+MmhMhYPmQJaa0UVVFVSq3vYWKCj9zdERIfj0Yli9EQQkhHKKkmCqMbFQkhmqBM2fKWljo5 | |
wdrAAJ/eNzsJIYSoEiXVpFN0LanmOOqpJqQnsJ9vj4JfCsAkyv1DcxyH3d7e2JaVhegq5Xq8CSGk | |
PZRUE4VRckoI0RQzHzMYORuh9FKp0ttwMTbG2y4u2JSRocLICCFEhpJqojBdHP6ha/ESQtrW1SEg | |
APC8oyPOlJQgp75eRVERQohMj0mqf8zLQ51EoukwejxdTFKph52QnsF+jj2KTxRDUq18W2/N42Gu | |
vT125uSoMDJCCOlBSfXPBQVwuX4dbyQlIbGmRtPh9Ei6mJzq4kUAIaR1hkJDWIywQPGp4i5tZ4Wz | |
M77PyUE9zQRCCFGhHpNUnx0wADcGD4YBx+GRW7fwWFQUfi0sRAM1miqli0mqLl4MEEJaZzfdDkXH | |
i7q0DV8zMww0N8fBggIVRUUIIT0oqQZkc5Fu8vRExqhReM7RETuysuB2/TrWpqYio67zJW5Jc5Sc | |
EkI0jT+Fj5JzJZA2dK3DZJVIhO1ZWb2umiUhRH16VFLdxEhPD3OFQlwJDMQfAweiorERgeHhmBod | |
jTPFxZBQI6oUulGREKJpRo5GMOlrgrIrZV3azkRbW1RJJLhaXq6iyAghvV2PTKrv52dmhu19+yJj | |
1ChMEwiwLi0NXjduYGN6OvLFYk2Hp3N0MUmlayhCehZBsADFJ7o2rlqP47DC2Rk7srNVFBUhpLfr | |
8Ul1EzN9fSx2dETYkCE46u+PlLo6+ISFYXZMDC6XltJHgArQxZdIFy8C1KHkQgmip0Tjusd1RIyI | |
QMbnGZDU0mw5RDfxp/JRdLyoy+12iIMD/igtRSYNDySEqECvSarvN8TCAru8vZE2ciTGWFtjRWIi | |
fMPCsC0zE6UNDZoOT2vp4vAPQDcvBlSFSRgSVyYiYVkC7GbaYcCFAfDc7ImKqxWIGBaB2tRaTYdI | |
SKeZ+ZuBM+BQfae6S9uxNDDAM0IhvqHp9QghKtArk+omVgYGeMnZGdHDhuH/vL0RXlkJjxs38Gx8 | |
PG5UVFDvdSt0LanWtXhViTGGe0vvofpuNYZEDIHDMw4w9TKF9Vhr+P/mD6cXnBAVFIX6bCqCQXQL | |
x3EQTBV0eRYQAHjZ2Rn/l5uLGqpzQAjpol6dVDfhOA6PWFvjgJ8fEoYPh5+pKebHxmJwRAS+y8lB | |
VWOjpkMcNBDAAAAgAElEQVTUCrp6jaGrcXdV9o5sVIZXIuBkAHjWvGbPcRwH0UoRnF5wQszTMZCK | |
aepJolv4wXwUneh6Uu1laoqRlpb4Ob9rlRoJIYSS6hbsDA3xpqsrEkaMwGYPD5wvKYHr9etYnpCA | |
O1VVmg5P43pzz68uqY6vRvrH6ej/e3/om+m3uZzralfw7HhIW5/WfcERogJWj1ihLrUOdVldHw+9 | |
0tkZ27Oz6dNJQkiXUFLdBj2Ow3hbW/zWvz+ihw2Dg6EhnoiOxsORkb22JLounm9640UAYwwJLyTA | |
7QM3mPQxaXdZTo9Dv539kPt9Lqru0kUj0R16BnrgT+aj+GTXZgEBgMdsbCBhDKFlXZumjxDSu1FS | |
rQBnIyO87+6O1BEj8Jara68tiU43KuqGouNFaKxohPNyZ4WWN3Iygvs6dyS/lqzmyAhRLX4wXyXj | |
qjmOk/VWZ2WpICpCSG9FSXUnGOjpIVgg6NUl0XUtqda1eLuKSRhS302Fxyce4PQUP3jHFxxRm1zb | |
5YIahHQn28dtUXGtAo0VXb/vZaGDA/4pL0dqLc2IQwhRDiXVSuqNJdF1tcdXV+NWRsHBAhhYG8B2 | |
sm2n1tPj6cF9nTtS3k2hcaVEZxhYGMDqYSuUnC/p8rbM9PXxrKMjvqJiMIQQJVFS3UW9qSS6rg7/ | |
6C0YY8j8PBNu77mBU+KNEs4ToqGogXqriU5pKgSjCi85OWFvXh7N+EQIUQol1SrUG0qi61pSzXG9 | |
p6e6/K9ySGolsH28c73UTTh9DqJXRMjaRuNKie7gT+Gj5GwJpA1dH37nbmKCsdbW2E/T6xFClEBJ | |
tRr01JLoOhp2r5G1LQuiVaJOjaVuyeEZB1RcrUBNUu+5AZfoNmORMYz7GKP8n3KVbG+VSIQvs7Mh | |
pQaPENJJlFSrWU8ria6LPdW9QV1WHcqulMHhGYcubUffVB+OSxyR/RWNKyW6QxAsQPGJrk+tBwBj | |
rKxgyHG4WFqqku0RQnoPSqq7SU8oia6rY6p14KXtsvwf82E3067dQi+KcnzBEQU/FUBa3/NnsyE9 | |
Q1PJclW0oxzHYZVIhB00vR4hpJMoqe5mulwSXReTU128COgsxhjy9ubBYVHXeqmbmLibwGygmUpK | |
QBPSHcwGmIFJGapjqlWyvbn29rhZWYmEXlSHgBDSdZRUa5AulkTXxSRVFy8GOqPiegXAAZYjLVW2 | |
TcfFjsjdnauy7RGiThzHQTBVgOLjqhkCYqKvjyU0vR4hpJMoqdYCulISvacnp7qqqZdamWn02iJ4 | |
SoDKm5Woy+yZc66TnkcQLFDppyvLnJxwID8f5Vr86SEhRLtQUq1ltLkkui6Oqda1eDtL2iBF4dFC | |
COcLVbpdfRN92M+yR/6PNLUY0Q1WY6xQm1iL+px6lWxPZGyMCTY22JuXp5LtEUJ6PkqqtZS2lkTX | |
xSS1J/ewl10qg2k/Uxi7GKt82/Zz7FFwqEDl2yVEHfR4erCdaIviU6oZAgIAK0UifJmV1aOKeBFC | |
1IeSah2gLSXRdfG8oosXAZ1ReLQQdjPt1LJtq0es0FDYgOp41dz8RYi6CYIFKquuCACjLC1hw+Ph | |
bLHqEnVCSM9FSbUO0YaS6LqYpOrixYAipI1SFB0rgt0M9STVnD4Hu5l2KDxUqJbtE6JqthNtUf53 | |
ORqrVDMOmuM4rHR2xna6YZEQogCNJtXnzp2Dj48P+vbti08//fSB50NDQ2FlZYXAwEAEBgbi448/ | |
1kCU2kkTJdFpTLV2KQstg3EfYxi7qX7oRxP72bIhILowj7oukoppLnBVMrAygOVIS5ReUF3hlln2 | |
9rhbXY3YavrEhhDSPgNN7VgikeDll1/GH3/8AWdnZwwbNgxTp06Fr69vs+XGjh2LEydOaChK7ddU | |
En2xoyMiKiuxMycHPmFhmGBjgxednBBkba2yWSEor9IuRb+qr5e6ieVIS0iqJKi+Ww3zAHO17qun | |
Y4yh/J9yFJ8sRtmVMtTcq4G0mpJqVeNP5aPoeBHspqvmf8NITw9L/zvsbqe3t0q2SQjpmTTWUx0W | |
FgYvLy+4u7uDx+Nhzpw5OH78+APLUQ+Z4rqjJHpP7vnVJYwxFJ8qhmCaQK374fQ42M2yQ+FhGgKi | |
LCZlyP8pH+EDw5GwNAF6Jnrw/NwTI5NHYox4jKbD69DixYshFAoREBAg/11JSQnGjx+Pfv36YcKE | |
CSgrK5M/t3HjRvTt2xc+Pj64cOFCt8crmCpA8eliSBtVd8HyopMTDhUWqqwdJYT0TBpLqrOzs+Hi | |
4iJ/LBKJkN1i3BrHcbh27RoGDhyIyZMnIzY2trvD1EnqKomuyGrSRimq46tRdKoI+T/lI29/HopO | |
FaE6phpM2v0XSD31IqD6TjU4Iw4m/UzUvi+76XYoOkbVFZVRHVONW2NuIWt7Fjw/98SwmGHos74P | |
rEdbg8fngevGG42V9eyzz+LcuXPNfrdp0yaMHz8eCQkJGDduHDZt2gQAiI2NxaFDhxAbG4tz585h | |
+fLlkHbzTEXGrsYwdjFGxbUKlW3TwcgIT/L5+L9cKohECGmbxoZ/KDIkYfDgwcjMzISpqSnOnj2L | |
adOmISEhodVl161bJ/85KCgIQUFBKopUdzWVRH/E2hqFYjH25uVhfmwsLAwM8KKTE+bb28PcQPE/ | |
gbbGVDcUNyD/p3yUnCtB+d/l4NnzYNrPFAY2BoAe0FjSiJqEGjQUNsBmvA0cFjqAP4UPTq/7Ml5d | |
HA/enuJTxeA/yVdpwZe2WI6whLhAjNqUWph4qD+J7ynyf8pH0itJcP/QHU4vOIHTl71XoaGhCP31 | |
VyA8HLh9W8NRdmz06NFIS0tr9rsTJ07gypUrAICQkBAEBQVh06ZNOH78OObOnQsejwd3d3d4eXkh | |
LCwMI0eO7NaY+cF8FJ0ogvUYa5Vtc6WzM2bGxOBVkQgGenSPPyHkQRpLqp2dnZGZmSl/nJmZCZFI | |
1GwZCwsL+c+TJk3C8uXLUVJSAltb2we2d39STR7UVBL9dRcX/Flaim9zcrA6JQVz7O3xopMTBpgr | |
Nl72/hyuOqYaWTuyUHi4EPwn+XBY7ADfn3zBs+G1uq64UIyi40VI/yQdKatT4LHRA4Jg9Q5f6KmK | |
TxXD/UP3btkXp8+BP0U2TtXlVZeOV+jlGGNIfTcVhUcKMfDPgTAf8N//rYYG4NgxBO3ciaC7d4Fn | |
nwV++gnrPT01G7AS8vPzIRTKCg4JhULk58uKBOXk5DRLoFv7BLI7CKYKEDs7Fp6fearswnOYpSWc | |
jIxworgY0+3Uey8DIUQ3dZhUV1dX44svvkBGRgZ27dqFxMRE3Lt3D08++WSXdjx06FAkJiYiLS0N | |
Tk5OOHToEH755Zdmy+Tn58Pe3h4cxyEsLAyMsVYTakA2brE7ez41SVItQeWtSoizxQAH8AQ8mAWY | |
wdDOsMN1m0qij7e1RXZ9PXbn5uKJ6Gi4GhnhRScnzLSzg7G+fqvrMgZAylB8pgRZ27JQHV0Np2VO | |
GB4/HIbCjvdtaGcIp+ed4PicI0ovlCJxVSLy9uXB+/+8wbNtPRFXlZ7UUy0uFKM6tlqlvXAdEQQL | |
kPVFFiXVHWCMIenVJJT/VY7AfwNhKDAE0tOBXbuA3buBfv2AF18Epk8HjIw0Ha5KcBzXbuLaHZ+m | |
tGQeaA5pvRQ18TUw8zVT2XZXiUTYkZVFSTUhpFUdJtXPPvsshgwZgmvXrgEAnJyc8PTTT3c5qTYw | |
MMBXX32Fxx9/HBKJBM899xx8fX3x3XffAQCWLl2Ko0eP4ttvv4WBgQFMTU1x8ODBNrd33e06HBY7 | |
wOV1FxhYaqwDXm0YYyi7UobMzzNRfqUcpn6mMHIxAsdxEOeLUXWnCjw+D/wpfAiCBbAeYy3/uLkt | |
TSXR17i64nRJCXbm5OC15GSECIVY6uSEvqam8mUbqxrRLzYfbqeykOqkD9ErItjPtoeeUec/BuU4 | |
DraP22LY7WFIWZOCiCER8P/dHxaDLDpemaDkbAlsxtko9dory2acDeLmx6GhpEHtF0C6LPW9VFRc | |
q8DAiwHgXb8I7NwJXLsGLFgA/Pkn4Oen6RBVQigUIi8vDw4ODsjNzYW9vT2ABz+BzMrKgrOzc6vb | |
UOeQPY7j5LOAqDKpni4Q4PWkJERVVmKQBbVXhPQGoaGhCA0NVWhZjnVw19qQIUMQERGBwMBA3Lp1 | |
CwAwcOBA3NaisYAcx6EyuhJZW7JQcqEEvj/6wuY/NpoOS2XE+WLcW3oPNTE1cH3HFXaz7GBg0fzC | |
gTGG6uhqFJ0oQtHvRajProfdDDvYz7aH1cNWHSbYTVJqa/F9Tg725OUhwMwML9UL4H+4DgX78pBs | |
bg2D2SLM22Sl0t6ngkMFSFyRCP9f/WE9WvW9r3p6sk/e2+iA1zkxs2JgO9EWjosdu3W/0dOiYTfD | |
Dg4LHbp1v7oi5/9ykPFJKgbP/QeGP30DCIWyXunZswGzthM7juO0fpajtLQ0TJkyBdHR0QCAt956 | |
C3w+H2+//TY2bdqEsrIybNq0CbGxsZg3bx7CwsKQnZ2Nxx57DElJSQ+0F91xzCUXSpC2Lg2Drw1W | |
6Xa3ZWbifGkpzgQEaKQXnhCiWe21Xx12dRkZGaG2tlb+ODk5GUZa+LGleX9z+Ozxgc8+H8TNj0Pu | |
np5xl3bFzQqEB4bDzN8Mw+4Og+Nzjg8k1IDsTTYfYA7399wxNGIoAv8JhJGzERJXJuJfl3+RuCoR | |
5VfLO5yBw8PEBB8L3BCZ7ok3X2kAb1Iyvs/NwZXfhTg9xQt1/VQ373UT+9n28P3JFzHTY1B+vVyl | |
2+5pmISh9M9S2D7e+jAodVJ1CegegzGU7biM1JejMKD4BRgWJgG//QaEhQGLF7ebUOuCuXPn4qGH | |
HsK9e/fg4uKCPXv24J133sHFixfRr18/XLp0Ce+88w4AwM/PD7NmzYKfnx8mTZqEb775RmOJp3WQ | |
NWriaiDOV20xrOXOzkitrcVpKl1OCGmhw57qCxcu4JNPPkFsbCzGjx+Pq1evYu/evXj00Ue7K8YO | |
tbxqqEmowe3HbsNtrRucljhpMLKuKfmjBHFz4+C92xuCqcrf0FcdX43Cw4UoOFwASbkEthNtYepn | |
CmN3Y+ib6oM1MogLxKiJq0HlzUpURlTCarQVhPOEEMwQ4J6kDt/l5OC7lHz4NFphw0gnPG5rC30V | |
nyyLTxcj/rl4BF4JhKm3accrKEhfHxCLe0ZPdcXNCsQvisfwmOHdvm9xoRg3vG7g4YKHu3XoidYq | |
KQH27UPD1z8iPOM99HuuEvxN0wArq05tRhd6qlWtu445ZnYMbMbbwOl51Z4HzhUXY0VSEmKGDYMh | |
zQRCSK/SXvvVYVINAEVFRbh+/ToAYOTIkRAItGvGhtYOsCapBlGjo+C9xxv8iXwNRaa8irAKRD8R | |
LRsSocIb0qpjqlEWKqvmVpdWB2mdFJwBB54dDyZ9TWAxxAJWo61gYP5gb/iCJRIYTijAXY8cFDY0 | |
4IX/VnIUGnZ8k6Kicn/IRfqGdAyNGAoDK9WMjdfXB+rrgU7MHqi10jekQ5wvRt/tfTWy/8iHIuH+ | |
oTtsH+v+nnKtwBhw44ZsrPSxY2BPPIm7GUtgMtwZXlu8lNokJdXqk/9zPgoOFiDgREDHC3fSlOho | |
jLGywpuurirfNiFEeymVVEdERDzwsR1jTP67wYNVO06tK9o6wPKr5bj71F0E/q3ank91q02uReTD | |
kfDe5Q3BFO25gFm0CBg7VjYTWFNJ9KOFhSoviZ7wUgIaChrgd9hPJdszMADq6npGUh31nyiIXhNB | |
8KRm/i7SPkpDY1mj0gmkzqqsBH7+Gfj2W6CqCli6FFi0CHnnJcj8LBNDbg6BnqFyPZaUVKtPQ2kD | |
rrtdx0O5D0HfTLUfVSXW1GBUZCTuDhsGBy0cEkkIUQ+lkuqgoCBwHIfa2lpERERgwIABAIA7d+5g | |
6NCh+Pfff9UXcSe1d4DZ32Yjd1cuBv87WCc+spbUSnDroVtwWOwA0QpRxyt0o0WLgKAg2fcm5Y2N | |
OJCfj2+zs9HIGF50ckKIgwNseMrPECGpk70Gjs87wnl56zMHdIaBAVBbC3QhJK0gqZHgmvAaRuWM | |
anVcfXeojKhE3II4DI/r/uEnGnH7tqxX+uBB4NFHgWXLgHHjAD09iAvFuBlwEwGnAmA51FLpXVBS | |
rV5R46IgWilSy5z4byUno7ChAXt8fFS+bUKIdlLqRsXQ0FBcvnwZTk5OiIyMREREBCIiInDr1i04 | |
OenOOGWnF51g7GaMlDUpmg5FIUmrkmDibQLnl7ueTKpaa39D6iiJrm+sD7+Dfkh9PxW1abUdr9BL | |
lP1VBvNAc40l1IBs/t+GkgbUpvbg96W2Fti/H3joIeCJJwBHR+DuXdnNh+PHy6aTAZD0ShKEC4Rd | |
SqhVZffu3c0eNzY2UkGs/xJMVd8Ntu+5ueF8SQnCKlRXEp0Qors67LqNj49HQMD/xqP1798fcXFx | |
ag1KlTiOg/f/eaPgUAHK/inTdDjtKjxWiLLLZfDe5a21UzW1FVZTSfQDfn5IGD4cfqammB8bi8ER | |
EfguJwdVjY2d2o9pP1O4vO6ChBcTutyjpaUvZaeVXiyFzXjNThXJ6XGwnWSLkrMlGo1DLRISgNdf | |
B1xdgV9+Ad5+G0hLA95/H2gx13JpaCnKr5ajz/o+mom1hT/++AOTJ09GTk4O7t69i1GjRqGyslLT | |
YWkF/lQ+ik8Vg0lU3zNuaWCADX36YGViIqS97NMGQsiDOkyqBwwYgOeff17ec71kyRIMHDiwO2JT | |
GR6fh747+iJhSQKk9VJNh9OqhpIGJC5PhPcP3hrtiWyPolUJm0qiJ4wYgc0eHjhfUgLX69exPCEB | |
d6qqFN6fyxsuEOeKUXCwoAtRy/SE813pH6WweUzz86/zJ/FRfKaHTCfW0AAcOSIb0jF6tGyM0I0b | |
wNmzQHBwqwPxmZQh+bVkeH7qqfJxusr65Zdf8Mwzz2DAgAF44oknsHXrVmzZskXTYWkFkz4mMHQw | |
RMV19fQmP+PgAAbgwH9LtRNCeq8Ok+o9e/bAz88P27dvx44dO+Dn54c9e/Z0R2wqJXhKABNvE6Rv | |
TNd0KK1KXJkIu1l2ail+oiqdTUybSqL/1r8/oocNg4OhIZ6IjsbDkZH4MS8PdRJJ++vz9NDvm35I | |
eTsFktr2l21PT+ipFueLUZ9RD4thmq/iZjPBBuV/lUNSp/x7onHp6cB778l6pb/6Cnj+eSAjA9i0 | |
CfDwaHfVvP150DPSg90s7SlVnZCQgB07dmD69OlwdXXFgQMHUF1dremw2nXnjmxWnu4gCBag6IR6 | |
hoDocRx29O2L1SkpqOzkJ3KEkJ5FoSn1tJ2iN73UZ9cjfFA4Av/RrtlASs6XIGF5AobdGaY1PV+t | |
WbgQmDBB9l1ZjVKpvCR6eGVlqyXRW7r79F1YDLGA22o3pfZpaCibvEGXb9DP/ykfhUcL0f/3/poO | |
BQAQ+Ugk3Ne6a6QIjdIkEuDcuealw5cu7VTpcEm1BDe8b8D/qD+sRnZuPuq2qOKmPR8fH3z11Vd4 | |
7LHHIJVKsXXrVuzevRuxsbEqiVHVOI6Dry9DaqrsGqZ/f9lXQIDsu4eHfOi6SlSEVyBuQRxGxI9Q | |
3UZbCImLg6OhITZ5eqptH4QQzevSPNV9+jw4ZpDjOKSkaM+Nf505KWVuyUTppVIMOD1AzVEpRiqW | |
4uaAm/D83FNj06QpasECYOJE2XdVaFkSfZmzM6by+eC1OJvWJNUgcmQkhscOh6F95+fE7glJdfzz | |
8TAfZA7Ry9oxI0z6hnSIC8Tou00z82V3Sl4esHs38P33CpcOb0vG5gxU3qyE/xF/lYWniqS6vLwc | |
Vi2Kzty7dw/e3t5d2q66NB1zXR1w7x4QHS27F/TuXdnPRUWya537E+2AAMDBQblPnpiU4V+XfzHo | |
0iC1dajk1tcj4OZNXB88GF7tdBIQQnRbl5LqoqL/fWRWV1eHo0ePori4GB999JFqo+yCzpyUpGIp | |
bgbchNdWL/Ana74oTOaWTJT+WYqA0wFae3Nik/nzgUmTVJdUN6mXSvFbYSF25uQgsbYWzzk6Yomj | |
I1yNjeXLJK5MBGfIwevzzs+PbGQElJcD921O51z3uo7+v/eHeYC5pkMBAFTeqkTs7FiMSFBfz1+X | |
MAaEhsrmlb54EXj6aVkyPWSI0ptsrGrEDc8bGHRpEMz8VVd6nKbUe1B5ORAT0zzRjo6Wva39+8ve | |
zueeAzqTuyYsS4CxhzFc31RfsZZPMzJwrbwcxwNUX2yGEKIdulxRsaXBgwcjMjKyy4GpSmdPSsVn | |
ipH0ahKGRQ9TumCDKtTn1uNmwE0MvjYYpv20v2dj/nxg8mTZd3WJra7Gdzk5OJCfj4etrPCik6wk | |
emOObE7g4fGd763W9aS6PrseNwfexMMFD4PT044LL8YY/nX+F4P+GgRTLy362/1v6XDs3Cm76XDZ | |
MtlVYCdLh7cm49MMVN6qhP9B1fVSA5RUK4oxID8fiIqSfehw9SqwciXw0kuAtQK3ohSfLUb6J+kY | |
/I/6CpfVS6Xof/Mmvu7bFxNsdWhoFCFEYUrNU90kIiICkZGRiIyMRHh4OHbu3AlJBzeYaTv+ZD5M | |
PE2Q/WW2RuNIWZ0Cx+ccdSKhBrpnBg0/MzNs79sXGaNGYZpAgHVpafC6cQNfNObBfCYfmV9kdnqb | |
Wv4BQIfKrpTBerS11iTUgKxRsZ2oJVPrMQZcvy6rSuThAUREyIZ7REfLMi4VJNSNlY3I/CIT7u+7 | |
d3lbRDkcJxv+MXGibMrwy5dlsyB6espmP8zNbX99m//YoDq6GuJCsdpiNNLTwxeennglKQkNUu2c | |
aYoQoj4dJtWvv/66/Gv16tWIiIjA4cOHuyM2tfLa6oX0jekQ56uvgW1P+fVylF4shdt7yt18pynd | |
laCa6etjsaMjwoYMwVF/f6TU1WHmhCIkfpuFyymFSvVy6aqyK2WwGquam+JUyXayLUrOaDCprqwE | |
vvsOCAyU9Ub7+wOJicCBA8Ajj6j0jzX762zYjLOBmZ/qhn2oyrZt2wAAO3bs0HAk3cvPT/ahRGQk | |
UFMje/uXLQPaut1Hz0gPNuNtUHxKvdNBPsnnw9XICF9na7bThhDS/TpMqn/44QdcvnwZly9fxsWL | |
F7Fr1y4YGnb+ZjFtY+ptCocQB6S82/03XDIpQ9KKJHh86qG1c1K3RtF5qlVtiIUFdnl7Izx4FOom | |
mOP4FwnwDQvDtsxMlDY0dLh+j+ipDtK+qRZtHrNB+T/lXZruUCm3b8uyJ1dX4Px54LPPZF2Wb74J | |
2Kl+mjtJnQTZ27PhukZ9Y3G7wsLCAp999hnMlLjxsidwcwO+/BKIjwdsbYHhw2VD1KKjH1xWECxA | |
8Qn1JtUcx2Grlxc+ychAoVgznTaEEM3oMKl++umnFfqdLnJb64biU8WojOjeymN5e/LA8TgI5wu7 | |
db9dpeneXisDA4xb3Q+zj+thl0e/TpVE13TsyqrPq0dDQYPW3KB4P541D+aDzVEW2g2VShUsHa4O | |
+QfyYT7YHOb9te89WL9+PRISErB27Vrcu3cP69ev13RIGmNvD3zyiaynesAA2fSfU6bIxl434U/m | |
o/RSqdovBH3NzLBAKMS7qalq3Q8hRLu0eSaKi4vDr7/+irKyMvz222/49ddf8dtvv2Hv3r2oq6vr | |
zhjVhmfNQ5+P+yBxVWK33SjUUNaA1PdS0ffLvlo/20drNB2yxWALGHsYw/tSg8pKomuz8r/KYfWI | |
FTh97fxbsZ2k5iEgnSgdrg5MypD5eSZc3nBR+76U8cEHH4DH4+HChQswNDTEBx98oOmQNM7SUvZn | |
kpIiu7F64UJgzBhZkUwDWx7MA81R8LNyVVqrxdV4/sTzeOn0S8itbH8Q9wdubjhRVIRIKhdPSK/R | |
ZlJ97949nDx5EuXl5Th58iROnTqFkydPIjIyErt27erOGNXK8VlHSGukKimFrYi0D9LAn8qHxRDN | |
V8brLE0N/2hJ9IoIWduzAChWEl0bYlZW2ZUyWI/VvqEfTfiTZSXLVXpRqkTpcHUpPlUMfXN9rRx+ | |
02TMmDEYM2YMgoKCNB2KVjExkY0SSkiQ1fh56y1g8GAgZaIXUt5NQf7PnSsrnlWRhdF7RqNB2gAT | |
ngn6f9sfq/9YjdLa0laXt+bx8FGfPliZ2H2dNkT9SksBLS9WSjSowyn1/v33X4waNaq74lFKV6ek | |
Kvu7DHHz4jA8frjCFQ1rGmpwKfVSp/arl6AHk0UmqDldA2ajmUbW0sgSY93HKrXu7NnA9Omy75rE | |
JAw3vG7A77AfLIdZPvB8dn09dufmYlduLlyNjHDzfSfk/mIHvoX2VqtsS5h/GHz2+cBy6IPHqQ0Y | |
u6+oRldnsUlPB3btks3c0a+fbF7p6dM1WrXn1uhbcH7ZGfaz7dW2D5pSr3tIpcDp08CHHwIDLKvx | |
3L3bcP/AHU5LnDpcNyw7DNMPTcfKESvx5kNvguM4ZJZnYv2V9Th+7zjeGPUGVoxYAVNe8/8BCWMY | |
FhGBN11cMFeoW8P9ejPGgMxM2Tj9uLj/fY+Lk90Ua2AAzJolu1gbrL4ZGomWUmqe6k8//RRvv/02 | |
VqxY0eoGtelOc1U00LFzY2HSzwR91j9YQbI1v8f9juVnlmOo01DFdsCAmZ/MROLwRERNiOpCpF1z | |
JvEMatbUwMig84nKrFmyoguzZqkhsE5K35iOutQ6eH/fdsW4ppLo0/fmwGZkJRY5dFwSXZuIC8W4 | |
4XUDDxc/DD0Dzc2n3pF7S+7B1N8ULq8oMURCBaXD1aXiRgVi58RieOJwtb7+lFR3r/p62Y2M+nk1 | |
WJV5Gy6vitr92z149yBWnF2B/5vyfwj2CX7g+fiieKy9vBbXMq/h/THvY3HgYvD0efLn/ykrw9y4 | |
OMQPHw4zfd27sO/JxGIgKal54hwfL6vyaWEB+PgAvr7Nvzs7y6Zv/OEHWR+AvT3wwgvA3LmAufbd | |
doVjCdAAACAASURBVEHUQKmk+uTJk5gyZQr27t3b6gZDQkJUGmRXqKKBrsusQ3hgOIZGDIWxW8dV | |
Qo7EHMGhmEM4OuuoQtsvOFyA9E/SMSRiiEYTJOOPjVH6dilMeCadXnfmTFlCPXOmGgLrpPqcetz0 | |
v4mRmSNhYN7+cAAzM+B6Ri1+Kuu4JLo2Kfy1ELk/5GLA6QGaDqVdhb8XImdnDgaeH6j4SiosHa4u | |
sfNjYTHEAi6vqXc8NSXV3a+xEXj+eaAopg7vltyG47NCuL3r1uw+FymTYn3oeuy7vQ/H5xzHQIf2 | |
/75vZt/EmktrkFaWho8e/Qiz/GdBj5O1L/NiY+FlYoIP+yjWaUPU57ffZFMxxsfLPhxzc3swefb2 | |
VqygkEQCXLgga8auXPlf73VgoPqPg2iOyisqahtVNdBpH6ah6nYV+v/av8NlD8ccxpHYIzgy80iH | |
yzZWNeKm3034HvCF9RjNjs00+cQExW8VP/AxpSK0KakGgOjgaAiCBXBc7NjucubmshzO3Fyxkuja | |
InFlIoxERnB9SzuncmvSWNGIf53/xUN5D7U/fEoNpcPVRZwvRphPGEakjADPhtfxCl2gqvaruroa | |
mZmZ4DgOIpFIq6fY03RSDciGg6xcCdz9qx4bG27DPpgPj40e4DgONQ01WHRsEbIqsvD77N8hNFd8 | |
6MafKX9i9Z+r0SBtwMZxG/G45+PIrq/HoPBwhA8ZAneTzndokK5rbATWrJHdrrFpExAQICscpKrR | |
ZdnZwJ49/+u9XroUmDOHeq97ovbarza7+KZMmdLuBk+cONH1yLSMy5suCB8UjsLfC2H3VPvz3TLG | |
5L0QHUldnQrr/1hrPKFuouzJTFtuVGzi+LwjMjZmdJhUA/+bUs9ITw9zhULMFQrlJdEDw8OblUTX | |
15KDLLtS1u7wFm1hYGkAi2EWKL1UCsEUwYMLtFY6fNculVQ6VJecXTmwm2mn9oS6qyorK7Fr1y4c | |
PHgQRUVFEAqFYIwhPz8ffD4f8+fPx5IlS2BOZ/YH6OnJ5rdes8YIq34LxPaztyGpSoTpx6aYdnga | |
fAQ+uBRyCcYGnbvgHucxDjf63MDv8b/j1fOvwt7MHhvHbcQrIhHeSE7G0f4dd9oQ1SoqkiW4HAeE | |
hwN8vur34ewMvPcesHq1rPf6u+9kN8fOni1LsAcNUv0+ifZpM6l+/fXX21xJF6eCU4S+iT68d3sj | |
dnYsrIOs2z2hMjBw6Ph1KPu7DIW/FWLY3WGqDFVpisTcFm37TMN2ki0SliagOqYaZv6d75VrKom+ | |
wcMDhwoKsC4tDS8lJuIFR0csdnSEUINFjhpKGlCXWgfzwbqRDNlOlpUslyfVjMlm7Ni5Ezh2DHjy | |
Sdlwj4cf1q4rs1ZIG6XI/S4XAacCNB1Kh6ZNm4Y5c+bg5MmTELa4ES4vLw8nTpxAcHAw/vzzTw1F | |
qN04Dti4EdhoycOS7wdh2z//4tqEy5i+eTpWj12t9LmO4zhM952Oqd5Tsf/2fsw5OgcDHIciyuUV | |
XC4txaM2Nio+EtKWW7f+d4P9J58A6h7Wrq8PTJok+8rOlo29Dg6WjXJbulQWB13j9lwKDf+or69H | |
fHw89PT04O3trXUVFVX9UWLiikQ0VjbCd69vm8v8HP0zTiacxC8zfmlzGUmNBOGDwuGx2QN201Rf | |
6U0ZZhvMkP9GPswNO/9fPWMGMG+e7Lu2SFmdAiZh8Nzs2eYyFhZATo7se0ciKiuxMycHRwsLMcHG | |
Bi86OSHI2rrbLySLjhch+5vszo1T1qDqmGrceeIORt7xB/fLL7IhHlVVsrPIokVqqXSoLoW/FiJr | |
WxYC/+6egZHaMBSiu2njMS/echSHsl/BwSt74OHlBN8ffaFnqJp7Luoa6/DtzW+xLuYS9Posxr+D | |
+sOH31cl2yZt+/FH4LXXgK+/1uwN9hKJrPjr998Df/0l+7Bu7VpAC0cdEgW013512GKcPn0aXl5e | |
WLlyJV5++WV4enrizJkzKg9Sm/TZ2AcV1yqQ/1Pb85gy1nFPdeKKRFgMt9CahBqQ9VT3lOEfAGA/ | |
3x4FvxSASds/JkUPuakketrIkRhjbY0ViYmdKomuKto+P3VLpg2JQHEJakQPd0vpcHXK/jobTi91 | |
PM2aNoiP/3/2zjs8qmrrw+9MJr33HiCFXqQjHQFpUhUEG4pcBfFiu3a9it7L9bMhV1SUq6KogCCK | |
iILSFMGEHnoIJKT3OkkmyZTz/bFJSCA9M5kZct7nOc85c+aUPZPJPmuvvdb6nQfg6NGjHDt2rHqp | |
ei3TOJIk8frvr7NL+SRPd/mRR9NvoTDLwJnbz6AvN47yooPKgSdufoLke77C0wZ679/K6C1LOJhy | |
0CjXl6mNVguPPSbKJ+7da/6KVTY2Qojohx/g5ElRXaRfPzGZJ3Nj0aiKwpNPPsnevXuJjIwE4NKl | |
S0yePJnJkyebvHHmQuWiosemHsSOi8WlnwvO3a4PLZBoOKY6Y20GxQeL6XfYsopYKhQKJCzLQ9Qa | |
XHq6oPJSUfhHIZ6j655SbclAwF2lYklwMI8EBXGgqIjV6eksS0piho8Pi4KCGOTqalLvdeG+QqLe | |
t3BPlkYjsn5Wr0aRnIxX1zfJn7Qe59esN2a09EwpZefL8J1lHQOBd955hzVr1vDUU0/V+Xvcu3ev | |
GVplPWi0Ghb8uICEggRiFsYQ6BpIDy+YvaQHG/qc49SUU/Tc2rPRCkNNxd3BnVMjprE6NYk3Ll/k | |
lpNn6XBgLf/qPZFZXadjo5RL7rWWrCxhRLu4wKFDYGmRNiEhsHmz6DqnT4f77hPGv+y1vjFo1FPt | |
5uZWbVADhIeH4+ZmmUIUxsSljwvh/xfO6emnqcypvO59SZLqNaqK/ioi4ekEum/qbrTO2FjcaJ5q | |
AP+7/cn+umFFzJbONCsUCoZ7eLSpJLq2UIsmXoPrQAtV3axHOtz75VvJO2jdEvFpH6QR+FCg0ab9 | |
TU2Vuu2+ffvYu3fvdYtM/WSoMxj9xWgkSWLf/H0EuoqE59mz4X9rlcw+0Z0COwdOTjiJttB4s1TO | |
NjY81SGczJHj+WrgVBShs7k3DfzXP8I7MR9RWinL9bWUQ4dg4EAYNQq2bbM8g7oms2cLr/Xly6IE | |
X3S0uVskYwwafXL079+fyZMns3btWtauXcttt93GgAED2LJlC1u2bGmLNpqNwAWB+M7x5dSUU+iK | |
axsLBslQZ/hH6ZlSTs84Tdcvu+LS0zKzEVrqqbZUo9pvnh85W3IwVBhMep+mSKIbg6I/i3Ad7GpZ | |
hl0TpMM9bvFAHaNGp7ZOw1pXpCN7QzZBD1lH6AfA77//3ugxsnF9PcczjjP4f4OZEjWF9bevv65u | |
/+TJsHGTgrlHupDn7UrsLbFU5l7vXGkKBq0B9TE1aR+lcW7+OQ51O8TRQUdJ/MclRh1UcrLLKPYN | |
GkufznfzQmlHfL97kaV7XiezJNMYH7Xd8OmnMGUK/Pe/wvNrSRIE+jI9BbsLSPxnIsdHHefooKPE | |
Px4P+7JZt6KC116DmTNFtJxGY+7WyrSGRt2o5eXl+Pn5VXfevr6+lJeXs23bNgBmzZpl2haamU6v | |
d0JfrOf48OP0+rkXDiFijkbiek914Z+FnLnjDJHvReI9yQQ1e4zAjVi5xSHUAedezuT9nFdnKUSF | |
wriVS5QKBeO9vBjv5VUtiT7l1CnC7O1ZFBTEbF9fHFqRYl70e5HlxFM3Qzpc5aLCbYgbBbsLLCqP | |
oKlkfpmJ53hP7IPMJ4veXLZt28bTTz/NuHHjGDBgAIGBgRgMBjIzMzly5Ai7du1izJgxjBkzxtxN | |
tRh2XNzBvd/fyweTP2BOj/qDbUePhh9/UjBtaiSfDUvkxKgT9NnVB/vAhn8f5anlFEcXo45Ri/Vx | |
NQ4dHHAb4ob7cHdCnwxFV6yjaH8RGR9ncH7+eexD7PlwhD+Vg51YHezFJ4oiVu/4mMn2apYPWUB3 | |
X/MrjFoqFRUifnrfPti/Xwi4mBtdiY7iA8UU/l5I4e+FlMSW4NLHBY9RHnR4sQNKR2V13lb8knhC | |
nJRsv9md7bvdmLbJnWXrnBk6woJGBTJNRhZ/aQKSJJHydgop76QQ8WYE/nf7s/bkWv5I/oPPp3+O | |
rlhHylsppH+cTrd13fCa4GWytrQWjzc8SHwsEU/H5s+LTZ8OCxaItaWRviad/J359Nx8fTyvu7uw | |
DZuikNVSqiTRV6enc0StZr5/yyXRjw46SsTbEeara94K6fCUFSmUnS+jy8eWX1+7JpIkcbjHYTp/ | |
1LnNBzSt7b/UajVbt27lwIEDJCUlAdChQweGDx/O9OnTLbJGtTmrf/T6qBf/N+7/mBzVtLygkydh | |
4kRYdXMSwScz6bOrT7Xqrr5Uj/qoMJ6LY4opji5G0kq4DXbDbYgbroNdcRvohsq9fv+VQWeg9GQp | |
RfuLKPyjkKL9ReCkJOUmBd9FqDkWfhkv/5P8p99MxnYa02THiCRJ5Gi1JJaXk6jRiPWVpcJgwMXG | |
BmcbG1yuWZyVytqv6zjGXaVCaQEOmvR0oSHl7y9K4ZsrMlVXpKPoz6JqI7r0TCmu/V3xGOWBxygP | |
3G52w8apbkeLJElo4jUUHSyi+GAxKb8UUZlWQWmIK33ucsd7lPgtWXrN/PZEqxQVExISeP/997l8 | |
+TK6K/Gjlib+0lYddPGhYi4+fpGKtApy+uaQrExmjO0YCnYX4HWrFxFvR1i8l8vz/zy5tPQSXo7N | |
N/ynTYMHH7RMo1qbryW6YzQ3p998XRy7h4eIWzOlUV2TBI2GT9KvSqIvCgpiuo9PkyTRdWodBwMP | |
Mix3GDYObZy0ZATp8NLzpZwcf5IhyUOsalakYF8B8UviGXh6YJu32xLLy5kac33m09mnmfT1JJIe | |
T2qyeBeINILx42F5/1TCj6bgNckLdYyasgtlOPd0xm2IW7Uh7dDJoVW/IUmS0FzQUPhHIQV/FJL+ | |
ez6aYi0ne1SQFHGe0RODmDnrNpwcnFDrdFeN5RqGc4JGw+XycuyVSjo5ONDJ0ZFODg6EX9l2VCop | |
0esp0espvbKuudS5z2CgRK9HrdOhUCgY5OrKYDc3hri5MdjNDW/btjX6DhwQCYmLFwulxLYM99Dm | |
a8Ug6IoRrbmgwXXQVSPadbBrq/rvrIta3nmwGOlUEbd1KkZ5QY19B3vch7rjNtQNz7GeOITKmY3m | |
olVGde/evVm4cCE9e/ZEeeVXq1AoGDVqlPFb2kLauoMuOVXCz9/8TGp6KneNvQuPWzyqw0IsHa// | |
8yL+7/F4OzU/PGXaNFi4UKwtkdgJsQQ+GIjfHL9a+z08IDGx7ZNWWiKJnrcjj+Q3kum7r21qJBtb | |
OlySJGIiYuj5Y0+LzSmoizN3nsF9hDshj4a0+b2N0X+988471xly7u7u9O/fn5ssUMrNXEb1i7tf | |
pFJfyVu3vtXsc5OSYNw4eHJQDrcNrMBtiCsuN7m0yeBXk6zhrx3pxOxIIuQIlDpU8OYzEskRtnhS | |
Qaidiq4uHtzkEUCUkzPhV4xoN5VpEuWzKyuJKS4muriYmOJiDqvV+NnZCQPb1ZUhbm70dnHBzgSW | |
riSJ7urVV2HtWhH/3lZoLmu49MQlCnYX4DbEDY9RHriPcsdtoBtKe+N/1i1b4NFHYd4cA8/NLqXi | |
WBFFB4oo+K0Al94u+N/jj+8dvg3OhMgYn1YZ1YMGDeLQoUMmaZixMEcHveboGmLSYvjftP+16X1b | |
i/eb3sQ9GoePUx1y0o0wdSo89JBYWyLpa9Ip2FVAj409au339ISEBPNmgldJon+VldWgJHrC8wko | |
7BR0WtbJtA2qSzr8nnuMIh1+4dEL2IfY0+G5DkZoqOmpyKzgcLfDDLk8xCwPJ2P0X3fddRdHjhxh | |
6tSpSJLE9u3b6dWrF0lJSdxxxx08++yzRmqtcTBHny1JEpHvR7Jp9ib6Bbas1GlmpvBY33uvkKA2 | |
B3GlpWR+kob0egYl96k5OvUop/JOcTr7NElFSYR7htPTryc9fHtUryO8IlApTffb1ksS58vKqo3s | |
6OJiLmk03OTiUsubHWZv3+qZoOeeg59+EjWfaxQmMymGCoMIAV2RQugToYQ8FdJmM4m5ubB0KRw+ | |
DJ9/DsOHg75cT/7P+WSty6JgTwFeE73wv9cfrwleKG3lWGxT0yqjet26dVy6dIkJEyZgXyM5qV8/ | |
y6m/bI4O+pOjn3Ak/QifTP2kTe/bWrzf9Ob8kvP4Ojc/kczSjerKnEpiImMYmjG0VvyapydcugRe | |
FhDqXqrXszE7m9Xp6eRotddJoh8bdoxOr3fC8xYTjADqkg5ftMjo0uH5u/JJfCmR/tEt83a3NZf/ | |
dZmK5Aq6fGKeOHBj9F8jRozgl19+qY6fLikpYfLkyezYsYP+/ftz7tw5YzTVaJijz45JjeG+H+7j | |
/JLzrTLsUlNh0CBh4EyYYMQGNpPypHLiFsahK9TR5fMuuPR0oVxXTlxuHGdyznA6+zSns09zJucM | |
GeoMOnt3rjayR3YYyc2hNzcrBKa5qHU6jqjVtQxthULBYFdXejg7E2JvT4i9PcFX1j62to3Gaf/v | |
f/Dmm6L8XFv15/m78olfEo9TFyciV0bi2Mmx8ZNMwPffw5IlIuTl3/++GpWnzdOSvSmbrHVZaOI1 | |
+N3ph/+9/rgONK2WQnumof6r0aHrmTNnWLduHXv37q0O/wC5TFNTFBUtkda02VJL6lVh52uH6wBX | |
8nfm11kFxBJwtrFhwRVDukoSveuhQ0IS3SMAm9gS3IYYOdtGrYZvvqktHf7WWyZTOvQY5YHmgoaK | |
tArsgy07x0DSS2R8kkHPH61XsAYgJycHuysDMwBbW1uysrJwcnLCQVaVAGD96fXM6zmv1YZGSAhs | |
3CgipQ4ehIgIIzWwmTh0cKD3r73J+F8GsWNiCXkihNBnQukT0Ic+AX1qHVtSWcK5nHOcyTnDqaxT | |
PPzTwxSWF3J7t9uZ3WM2Q0OHGt3AdlWpGOPpyZgrU4SSJJFcUUF0cTFxZWWcKCnhp7w80ioqSK2o | |
QK3XE2RvT7Cd3XUGd7C9PcnH7Hnhn3b8uU/ZYoNakq4WlG3MgK9Iq+DikxdRH1IT+d9IfKY2f3bX | |
mMycCSNHikonPXvCypUiFNPW25bgRcEELwpGc0lD1ldZnLv7HCjB/15//O/2N9tAwFxIkoShzIA2 | |
X4suX3fdWqfWgR4kg4Skl67f1ktCpbm+7QZo1KjetGkTiYmJtTpsmSt1qi3ZwqyH1igqWrpRDeB7 | |
uy853+XUMqottc1VkuhvR0TwVVYW7/9wgSnhcCwvnfm2AXi2NvEnNlZ4pTdsgDFjhCE9dqzJM3qU | |
tkq8p3iTuzWX4EeCTXqv1pK3PQ/7YHtcb7JQoZ0mcvfddzN48GBmzJiBJEls27aNu+66i9LSUro3 | |
oWrLjY7eoOfbM9+yd75xnEEjRsA//ykMnb/+alYur1FRKBQE/S0IrwlexC2MI2dLDl0/74pLr9r5 | |
DC52LgwMHsjA4IEAvMM7nMs5x+azm3lk+yPkluVWG9jDQoeZRNlRoVDQwcGBDvUM8jR6PemVldVG | |
dlpFBZfLyzlQVMTFogpO5VWi/LqSUbm2uBbYoJck9JKEAZq8bQAUUP0EtAFUCgU2VxaVQoGdHiZv | |
NjBznYE9M2345XMVesdLqA4lYAPYKBQ4KpW4qVS4q1S429hUb7tdqYxSc7vmPkelslV2g7c3fPWV | |
SH959FFR7XTlSggPF+87RjjS8ZWOdPhnB4pjislal8WxQcdw6uqE/73++M72tdoqIvpSPZpEDeUJ | |
5VSkVtQ2lAt01xnPChsFKi8Vtl62161tXGxQqBSgBIWNonqp+brWtg0olFe3+a7+djYa/jFjxgw+ | |
/vhj/P39jfwVGQ9zTCV+ePhDTmWd4qPbPmrT+7YWv7f8OLX4FP4uzf97TpkCjzwi1pZKRUYFh7sf | |
Zmjm0OrEES8viI8XHZIlk/ByAiml5axZCNvz81smiV5DOpzkZBGv8+CDENy2xm3OlhzSV6fT59c+ | |
jR9sRk5OOonfPD8C7gswWxuM1X8dPnyYAwcOoFAoGDZsGAMGDDBC61rGjh07ePzxx9Hr9SxcuPC6 | |
mO627rP3Ju7lqV+f4tjDx4x2TUkSJUbLysS41dyDd0mSyPg0g8TnEwl+LJiwZ8OaHF8blxvHprOb | |
2HR2E9ml2czqOovZPWYzImyE2aXT8/NhyBARw37/AgNZWi0len21gWujUKBsxnZVX2q4YnDrJQmd | |
JKEHivcXkvr3BGwCbfF5tyPKSAf0cPWYK4vGYKBYr6dIp6NIp6tzu1ino+iabZ0k4XalLKGTjQ2O | |
SiVOSiWONjZirVRe3d/A+3YKBTqdgh++h+82K5g5A+bOAXs78TkVCE+8EkArwS41ho35GPYWYzPa | |
DdtJ7qiiHFBFOWLrbYvyyvE2Vesa35eyjn02CgV2VwYhxnIuSnqJirQKNAkayhPLKU8oF9tX1vpi | |
PQ6dHHAId8A+xB5bb9s6DWaVpwqVpwobR9P9blsVUz1q1ChOnjzJwIEDq2Oq22tJvZp8cOgDzuac | |
5YMpH7TpfVuL/9v+xC6KJcCl+UbE5MlidNyW2dYt4fjI44Q+E4rPbWK6zttblMSydKP6+KjjdHih | |
A14TvMiprGRtZiYfp6fjqlKxKCiIu/38cKkvm//CBfj4Y/jySxgwQMRKT5kCJsr+bwx9qZ6DgQcZ | |
kjTEYj0jmksajg05xpCUIW1fvrAGN1pJPb1eT5cuXdi1axfBwcEMHDiQ9evX061bt+pj2vozP7Tt | |
IaK8onh62NNGvW55ufBaz55tvsTFaylPLifuoTi0OVrhte7dvCo8F/IusPnsZjad3USGOoNZ3WYx | |
u/tsRnQYYdJkx7qorBQ1wvv1g7ffNuF9siu59MwlCncXEvFuBL53+JpkJrrSYKBYp0Ot16MxGNAY | |
DJRd2a5eGwxo9Hqxvma76pgKgwEJMTDQlMO5OCgpkYjqAl7eYn/V+wao3rZXS/T6TUv4UT2+yQZ8 | |
kw3obCErTElmBwWZoQrSwxSkh0FGEGhtFdUefkMNr79OktBeGWjYKhTYKhTYKZVirVBgq1SKddV+ | |
wK1MiXuBhFsReORKeKYZ8Egz4JFqwC1Vj0uGngoPJaWhKspCbdCE2VIRqqIiTEVlmC0GPxW2Nsrq | |
mQUloh+pMvqvHUwoFYq6X1+zr9b59ey/dj3Uw6PlMdXLli0DrnaCf/zxBxs2bGjZL+oGoi5FRWtA | |
QcsfZtYQ/gHge4cvud/lVhvVYFxFRVOgLxciEm5DRTx1lST6U6Gh7C4o4KP0dJ5PSGCunx+LgoLo | |
7eIipMN/+EF4pU+fhgceEImIVXOBZsTG2QaPMR7k/5yP/92WOcuV/nE6AfcHmNWgvhE5dOgQkZGR | |
dOzYEYC5c+eydevWWkZ1W1Kpr2TLuS1G9VJX4eAgyp4NHgw33QS33mr0WzS/TWEO9P6lN5mfZRI7 | |
NpbgpcGEPdd0r3Vn7868MOIFXhjxAhfzL7L57Gb+8ds/SC1OZWbXmczuPptRHUeZ3MCWJJGY5+IC | |
//d/JrqHXiL943Quv3qZgPkBDDw7EJWr6T6XnVKJj50dRo/OHgy//AJLF0F4T3jvPehQX/Gl0Vc3 | |
JUmiMrOSsrgyNBc0lMWVUba/DE2chvKUcuxD7HHq4oRTFyccOztWb6s8VGjztFRkV1KRU4kmp5KK | |
XC0VOVq0uZVoc3Xo87Toc7QY8iqR8nXgqETyViF52aD3V6EPc0TbxxbtVFtKQ1Xkh6jQOijQXTHW | |
ay5VMwWaK95+nSSJuGmoNXi4djBR/brGPunKrIRU45ha71+zTy8ZqNBrqdBrqTRoqdTrGvxTNPrr | |
GT16NMeOHWP9+vV8++23dOrUicWLFzd22g2PQTJYZaIi0OKYamvBZ5YPl5ddxqA1oLRVWsVAQH1I | |
jXN35+s69Dol0Y8fJywvj0Vff83s/HwcFi6sVzrcnPjM9CHn+xyLNKr15Xoy12bS92Ab1QNvR6Sl | |
pREaGlr9OiQkhJiYGLO159dLv9LVpyth7mEmuX5oqAj/mD1bxFdbwJgWhUJB4IOBeN7qyYWHLnBs | |
8DHhte7TPK91pFckzw1/jueGP8el/EtsPruZZ3Y9Q0llCa+PeZ07ut9hsgoiK1bAoUNC5MXGBOPe | |
4sPFXFh8ARsnG/rs6WNVdfXrYtIkOHVKpM707w9PPglPPdXwY0GhUGAfaI99oD2eo2tXnDJUGtAk | |
aNDECWNbfURN9tfZlMWVoSvSYetri63P1cXO1w5XH1ts+zhe956tjy1KO8so9afVa0lXp5NTlkNu | |
WS45pTnklOVUr3PLcmu9LqkswcvRCx8nH3ydfPF19iW+gevXa1THxcWxfv16Nm7ciK+vL7Nnz0aS | |
JPbt22f8T2mFSJKVeqpbpfRlHZ5qhxAHHDo5UPRnEZ5jqjLPzdyoRij8vbBheWy9nuBdu/jn6tW8 | |
EB3N9qeeYvUTT/CkJAlJdL2eqLZrbpPwmerDxccuotfoTRrf1hJyNufg0tcFp8jmy8jLNIyl9YtV | |
VT9MyciR8NJLInHx4EHzJS5ei0OoA71+7kXm2kxix8US/Pdgwp5vute6JhFeETw7/FmeGfYMuxJ2 | |
8fzu53njzzdYPnY5EyImGPXvvm0bvPOOGKS4GNnW1eZpSXgxgbyteYS/GY7/Pf4W95ttKQ4O8PLL | |
QnLg8cehd29YtUrUVm8uSjslzl2dce5qIT/mZqCuUHOp4BKX8i/VXhdcIl2djp+zH37OflcNZSdf | |
fJx86OTZqdpwrnqPck9iTyg5dgyO/QnHjgENOFTrNaq7devGbbfdxs6dOwkLEyP8d99919if3WqR | |
kExa49NUtCb8w5rwme5D7tbcaqPa0in8vZCQx+tQ86tDOly1YQPTnZ2ZzlVJ9OHHjzdbEt3U2Hrb | |
ihKHv+TjO8uyShymf5hO6DOhjR8o02yCg4NJSUmpfp2SkkJIyPW/7VdffbV6e/To0YwePdro3V+C | |
YAAAIABJREFUbSnTlrH9wnZWTFhh9Gtfy6OPwtGjIi94/XrLcUAoFAoCHwjEc/wVr/WgY0R9GIX7 | |
zS0TelIoFIyPGM+48HFsObeFJ3Y+gZ+zH/8Z+x+Ghg5tdXtjY0UC6E8/QZgRJxd0xTpS30sl9b+p | |
+M/zZ+C5gdh6WGa+R2vp1Am2bhXf4cMPizSbd98V5SAtDkkCvV6EM+p0Yl1zu459kk5HniaPtKJU | |
0tTppKvTSC9OI02dRnpxOuU6DUGuQQS7BBHsGsxE1yCCXSYQFB5EgHMAKqXNVU+bJImlUqIgCy7G | |
S1yML2PvxWQuxidRXCRhG3CSMrtYvLxgQjjExdX/ceo1qrds2cL69esZOXIkEydOrPZUywistk71 | |
DV5Srwqf6T6cnn6ayBWRFu+FMFQaUMeocR9+5SFXl3T4li11SoeHOzryRkQEyzp1YktODu+npbH0 | |
4sUmSaK3Bf53+ZP1TZZFGdXFh4qpzKg0e93ZG5UBAwYQHx/P5cuXCQoKYuPGjaxfv/66416dNUu4 | |
0kzItrhtDA4ZjJ+zn0nvA6Jv/Ogjkbj4zjvwj3+Y6EaHDokqPyNGNKs8pkOIA7229yJrXRZn557F | |
McqRDi91wGOUR4v6SIVCwe3db2d61+msi13HvO/m0du/N/++5d/09m/Z3zUjQ9Re/uADEad+HZIk | |
JAZLS8HDA9zcGv0O9KV60j5II+XtFLwmedE/pj+OERZQt1mnE7oBanXtdVP2VVaKmBilUixV29fs | |
u02pZOJwJbGnbdgdqaR3Pxt691Fio1JcfZjXt27oPYNBtKGiQqyrlsZe19xX02hWKoWyr62tSK6v | |
sTaobChX6NGgpUSqpMSgoURfjlKpxEHlQKTKgZ4qBxxUDjjYOuKgisLWxu7qb1qRAWQAR6vbLwEV | |
lQrUJQpK1FBcokCtVqAzKHB1hf5uCka7KXCLACdnBQplzc+v4L8N/FnrNapnzJjBjBkzKCkpYevW | |
raxYsYKcnBwWL17MzJkzudUSMjLMiNXWqW4HiYoAzr3ElFXpqVLAxaLDP9RH1DhGOWJrUMOKa6TD | |
16xpknS4vVLJPH9/5vn7V0ui9z1ypEFJ9LbAZ5YPF5+8iK5Yh8rNPJVIriV1ZSrBfw8WNUdljI5K | |
pWLVqlVMmDABvV7Pgw8+WHeS4urV8OGHJm1LW4R+1MTR8WriYp8+LZt2rxetFl59VUg5ensLw3L+ | |
fLjvPuGabAIKhYKA+wLwm+tH1tdZXPjbBWz9benwkqg61JJnmkqp4oG+D3BXr7tYfWQ1t667lbHh | |
Y3lt9GtEeDVdGUejgRkzhKd/zh0GSEqBc+euLmfPirXBAK6uUFQkjEw3N2FgX7PoXb3JuNiV5AMd | |
cO9SyU2vSDj3NkCZDhKcwc5OBBzb2V1dWhK8rdWKun95eU1fCguFMeniIhZX14a3/f2FJnvVfjs7 | |
8T0YDMLLW7V97Wu9HpXBQP8RBkIz9GzaaGD79wam3magR3dQ2dTw1tZc17Wv5nsKRe3v7trvsbHX | |
VQZ0lfGsVCJJEinFKZzIPMGJzBPEZsVyIvMEWSVZ9PTryU0BN3FTwE308e9DD78euNk3XSStvByO | |
HIE//xRLTIyw4/v3h759RXWZfv2gY8cm2jgNHNRoSb2a5Ofns3nzZjZs2MCePXuaeprJMUdJqrcP | |
vk2GOoN3JrzTpvdtLaErQjmw4ECLknZuvVV4X6xlPBX/eDy23rYMer8jp0+Dn+mdVc1HkkhacoDK | |
fSeJSn/BqNLhjUmitxWnZpzCd6YvAfPNVwu6ioq0Cg73OszghMEWM/V7o5XUawoKhQLJ0xOSkoTh | |
YAIKywvp8F4Hkh9Pxt2hZaEOLWXfPrjzTiGn3UR7t2ESE+Guu4TBuHat6MyOHxfb69cLib3588Ws | |
VjOCkA06Azmbckj6dxJKByUdXuqAzzSfq565FqCuUPNe9HusjFnJ7O6zeXnUywS5BtV9sFYLFy9i | |
OHOOb5edI0R9jmHe51DExQljuVu365eAgKt9o04HxcXCSL2yGHILyfxJR9I2D1x8i+jYLxZX26Sr | |
xxQUiAFJXR7Ua43F+ozCysqrBnJpKXh6ioGOtzf4+Fzdrm/x8BAB0G3s6JAkERayYoVIapw6Vcie | |
jx8vPlZbUamv5GzOWWIzheF8IusEsZmxOKgcqg3nKiM60iuy2bXS8/NFbkOVEX38uPjpDB8ulptv | |
hqCgln/9rapTbQ2Y46H01oG3yC7N5q1b32rT+7aW0BWh/PnAn3TwqK/eTv2MHy9qsRrV+2JCCvYW | |
cOnpS0xOHsCpU2KwbzHUkA4/eeFBAmc74Pv2DJNJh1dJom/OyRGS6EFBjPZo2bRvc8nemE3G5xn0 | |
2WF+IZiEFxPQF+uJet9y0jrbrVE9cyZMmCCCPk3AZ8c/46cLP7Hlzi0muX5jrFwpnMoHD4JTa/Jh | |
N2yApUvhuedE9tm14Q4VFbB9uzCw//hDuHvvv19kTzYxPEQySORuzSXpX0lIlRJhL4bhN9uvVbM5 | |
eWV5vPHnG3x24jMW9l3Is8OewetylshCjIkRXufERAgJIU7ZjcOl3bjzlW7Y9u4GXbsKw7MZSHqJ | |
rG+yuPzqZRzDHen4ekfchzRjMFUV21tfuELNRaW6aiC7u5tcpdYUpKfDd9/Bt9/CmTMwfboYCI4d | |
KxzIRr2XOp0DyQc4kCKW09mnCfcMr2VA9/Hv0yJROkkSOmdVBvSff8Lly2K2qMqIHjzYuGN32ag2 | |
AW8eeJPcslzeHP9mm963tYStCGP/A/tbZFSPGyf69XHjTNAwE2DQGTjof5CFDOD3sw6WYVRfIx1u | |
eGgxB+50YPClwdj5mN5VUKTT8VVWFh+lpaGTJBYFBTE/wAiS6A2gL9NzMOggg+MGY+fftl7yWu3Q | |
6InuEE3fA31xirKcqh/t1qjeuVOM0o8fN4nHbvy68TzU7yFm95ht9Gs3BUkSzmOdDr7+ugUfsaRE | |
GNN//in6i379Gj8nK0sM1j//XAzcq8JDmljnT5Ik8nfkk/R6Eto8LWHPh+F/t3+LqoUAUFlJ7o7v | |
if3fvwg/cBYvlSuOM+dgN/oW6N4dOnfm6+8ceOkl4dVvSR8tGSRyvsvh8iuXUXmp6PSvTteVh5Np | |
mNRU2LxZGNgXLohx2Zw5cMstzdcP0xv0nM4+zYGUAxxMOciBlAMUVxQzNHQow0KHMSx0GP2D+uNk | |
27I+WKcTg4CaRrRWe9WAHj5chF6Z8JHWYJ9tGUGOVoi11qluTaKitaFUKfGe7M3AH/KQpLaV6a5F | |
XdLhp09DcDAlh4txCItrE4MawF2lYklwMI8EBXGgqIjV6eksS0pqmSR6E7FxssH7Nm+yN2UT8qj5 | |
0s+zvs7CdZCrRRnU7Zpx44ThGBMjdKiNSFZJFofTDrN17lajXrc5KBRC5HT4cFF54amnmnHysWMw | |
b54IAzt2rOkhHf7+8MQTwqN94oTwXg8eLAzY++8X4SENuOwUCgXek7zxmuhF4b5Ckv6VxOVXLxP2 | |
XBiBDwSitG+CcZ2XBz//LDzSv/2GT+fOjJ16J0lP9WZRzjfsS9rGk6FRLIyawPnjDjz+OOzZ03yD | |
WpIk8rbncfnly2ADEe9GtDguvL0TEiJ+Mo8/LiKyNm8WpfnuvltIIMyZA6NG1W1gl1SWEJMaU+2F | |
jk6NJsAlgGGhwxjTcQwvjniRLj5dml0tTaeDixdFKP2ZM2I5exbi44WwzfDhYqLr9dchIsJy8r1k | |
o7qFWG2d6naSqFiF93RvBnybAZjBqL5WOvzZZ6+TDi/YXYDHmOZNcxoDhULBcA8Phnt4VEui3332 | |
bNMk0VtAwL0BJLyYYDajWjJIpK5IJXJlpFnuL1MHSqUI/fjoI6Mb1ZvObuK2zre12BtmLK5NXGx0 | |
ls9gEHEjy5fDf/8rDOuWoFCIDKy+fYUaSFV4yBNPiHn+MWNEUGlwsFh7eNTq3BUKBZ5jPPEc40nR | |
wSKS/p1E0r+SCP1HKEEPBWHjVCPGVZLg/HlhRG/bBidPChfnbbeJzxAgcik6AOuZRmxmLG//9TYd | |
3wtHd/wu3l29lF69ujT5o0mSRMHuAhJfSsRQaqDj6x3xme5jlc9jS6RDBzEAfOopEZ2zaZN4dKWk | |
CAN73IwMKgJ/56/UAxxMPcj53PPcFHATw0KH8ciAR/hq5lf4Ojc9jLEh4zk4WIwHe/QQP6dnnhGR | |
Qa0KpzIxcvhHC1m+fzkllSUsH7u8Te/bWjqt7MTu+3YT7tl82a+xY+GFF8TaWtCpdfzq/hd9zt9M | |
cOc2GEPWJR3+0EP1Tr/G3hpL8JJgfKabv7ybQZKqJdH3FRbWlkRvJZJeIjoimp5beuLazzSJaQ2R | |
uzWXy69dpv+R/hb38G234R9V5dEiIyEhAby8jHb9YZ8N44XhLzCl8xSjXbM17N0r7OPoaFFhoE6y | |
s4U3OT9fhHCYQpoxK0skNh47JoJq09LEWqutbWTXsVZnuZP0dgZFB4rwuc0LJ9sMnDIO4Xj8Rxz0 | |
aSinTRGZb2PGiCS8BiguhkFjM+hw+0ecUH1M/8D+PDb4MW6NuLXW/6e+XE/Z+TJKT5dSdkasS0+X | |
orBT0HFZR/zm+LUqqVKmcfI1+ey7vI/vT+zh1/g95FVkok8YgSp9OI65w3At6YeTnQNOTmIQ6eRE | |
re1r105OYoKqpvEcFCQM5x49rhrRlmw8y+EfJsBq61S3M0+1ylVFnK07EXvyobMJy38kJYnyd59+ | |
Cp07iwoejUiHGyoMFP9VTPdvu5uuXc2gTkn0U6cIs7dnUVAQs319cWihXrDCRsgmZ6zJwPWjtjWq | |
JUkiaXkSHV7oYHEGdbvHx0cYYmvXCl1lI5BUmERcbhzjIywno3rMGJGPMnOmkN2+zlj49VdhUN9/ | |
PyxbZrqAUH9/Mcd/LSUltY3stDQRqvbXX+J1ejqu6en0dHGh1Ksvhd/4Uubag3y37mh0b1CZDw77 | |
HHDKcMLx9zScujrh1EUstl61P4tOB3PnwpgBgXz47GtU6F9g/bH1rPhiBV+lfcV0xXQi8yKpOFdB | |
RXIFDhEOOPd0xrmHMwEPBODc0xnHCEe5JKaJKKks4c/kP9mdsJs9l/cQnxfPsLBh3NLxFp4Y/RV9 | |
/PugVNhQXg5lZSK6says/u2a+0pLISdHGNhTpliH57m5mNWo3rFjB48//jh6vZ6FCxfy7LPPXnfM | |
0qVL+eWXX3BycmLt2rX07dvXDC29HmutUw20C/GXmhx18GHkzlxYZGSjWq+HHTuEV/rgQaENu3u3 | |
GGo3gaK/inDq7mQxpd1qEmxvzz87duSFsDC25+ezOj2dJy9dEpLoQUFEtaAXDFwQyOFehwl/KxyV | |
S9t1PYV7CtEX6/GZaf7ZAJk6WLRIzOjUVdmiBWw4vYHbu92OnY35kmLr4rHHRK3cv/0NvvrqSl9a | |
WSn0zb/5Ruy85RbzNM7FRTgDOneu/xhJgrw8nNPScPb3rw7rAJEErInXUBZXRllcGYW7C0n/MJ2y | |
uDKUdkocuzji1MUJx85OfPW7E+GpEk8MLOXsXOF5jkiIYFmHZZR1LCPGOYYvnL9g0D8Gcd+M++jg | |
2/ykepmmU6GrIDo1mj2Je9iduJsTmScYEDSAWzrdwsqJKxkUPKjO/yVHR7HI1MZsRrVer+fRRx9l | |
165dBAcHM3DgQKZNm1ZLJODnn3/m4sWLxMfHExMTw+LFi4mOjjZXk2shYaWeamu0ilvJMXtvSvcl | |
YNAaWp7FXpM6pMPZsAGcnZt1mcI9hXjeYtlZ6iqlkuk+Pkz38Wm1JLp9sD3uw93J+TaHwAWBJm75 | |
VZKWJxH2fJg8TWypDB0qwgX27jVKbNn60+t5b+J7RmiYcVEoRJcxfDj85z/wwux4UXs6IEAkFfpY | |
+KBPoRBtrKOdNo42uPR2waV37VAxSZKozKykLK4MTZyGXZ+X4XmukElDFSi0zvhM86HDCx1w7OKI | |
jYOYBRvDGC7lX2LVoVX0/awv48LH8fiQx7k55OZ2+fwyNjqDjmMZx9iTuIc9iXv4K/Uvuvl0Y2yn | |
sbwy6hWGhQ0zey6CNWM2o/rQoUNERkbS8UqA2dy5c9m6dWsto/rHH39k/vz5AAwePJjCwkKysrLw | |
t4DaaJIkNTub1RJob+EfAAU29tiFOFL4eyFe41oYt9kM6fAmt2t3AR2XdWzx+W2NMSTRgx4OIvGV | |
RAIeCGiTB2TRwSI0lzT4zbNE5R8ZQHQqixeL/61WGtXncs6RU5bDiLARRmqccXFygp9+grf7rEPz | |
nydx/M8rsGSJdXasTUChUGAfaI99oD1fxnryYQHsj29ciCvCK4IVE1ewbMwy1p5Yy33f34enoyeP | |
D36c2T1mW9wshCWj0WqISYvhz+Q/2Z+8n+jUaMLcwxjbaSyPDnqUb2d/i4dD2yfL36iYzahOS0sj | |
NDS0+nVISAgxMTGNHpOamlqnUZ2ebrq21kWxWgIUbX7f1qLXK8jMknCuaP65VYJT1oZCAS4TfMjb | |
mtd8ozo/H75omXR4Q+jUOkpiS3AfVv91cnPF7LDloWQU/ozy9+dCRSlfFaXTJ+UIAx3dudc9iNHO | |
9UuiS328qCi4yKUtRTjdbNqOXJIkUp9KwGNpRzJzrG8A3K64+26RBZ2eLrKWWsj60+u5s8edzVZg | |
a0uC1izjDfcNTFHs4kGfPsy1wj61uXz5JbzzDuzf3zxlWzd7N5YOXsqSgUv4Of5n3ot5j6d/e5o7 | |
e9zJsLBhDA0dWr9aYzulQFPAgZQD7E/az/7k/ZzMOklPv56MCBvBkoFL+GbWN3g7eZu7mTcsZjOq | |
m+qlutarWt95Xbq8Wr1tZzcae/vRLW1ak1APMIBkw/qjJr2N0cm+U8Htt0uoipp/ro2NyQT/TI7T | |
rT5kzT9J5H8jG//tSZKonbt6tajkcdttItzDCNLhVRT9UYTbQDdsHOt++KekCHlji5RWr4UzEIW9 | |
fTiHhmSzb9xlDK7xOO0JxHFfIDbF13qUFNxSFkq/u1N428u0RnXv8nzuUWt57rI/hrdNeqtmUVGx | |
j8rKfeZuhmXh5ibk3D79VBTIbQGSJLH+9Hq+mfWNkRtnRIqLYeVK7GJjebcwlHHjxEefPNncDTMd | |
P/4oEtL27hXl2lqCjdKGqV2mMrXLVE5lnWJ7/Ha+jP2SRT8twsXOhaGhQ6uX3v69USnbTw2GtOI0 | |
9ifvrzaiEwsTGRw8mBFhI/jXLf9icPBgnO2aF5oo03LM9ssLDg4mJSWl+nVKSgohISENHpOamkpw | |
cN31htXqV03Szvp4eY+ErY2Cf45q09u2mi6rFGzdL9HVwsP3jIlCAXZRTijtlZQcL6m/pJtaLaTP | |
Vq8W2fAPPyxqvJpgJFGwpwCPsfUblRqNMKrj441+axNhAwQCgUISvU86m+85VKckul7jT3THROJ3 | |
l+LczTSdvWSQONIvgY6vdOKemZbmpR59ZREoFMvM1RDLYvFiMYB9/vnmy7gBRzOOIkkSA4IGmKBx | |
RuLTT+HWWyE0lF6hYsw+bZqIJBthmRErrWLfPli4UGjB1IjsbBW9/HvRy78XIAZS8fnxHEw5yMGU | |
g6w+spqkoiQGBg2sNrKHhAzBy9F45RrNSXFFMfF58RzLOMb+5P38mfwn6ko1w8OGMyJsBPffdD83 | |
BdyErY3lJb+3F8xmVA8YMID4+HguX75MUFAQGzduZP369bWOmTZtGqtWrWLu3LlER0fj4eFhEfHU | |
IBIVrTGmGq73/rcPFPjM8CH3h9zrjeprpMN56y0R22mESgT1UbC7gM4f1Z9pbzBYZ6gNQH9XV9Z0 | |
6cLbERF8lZXF3+Pja0uiO9oS/GgwyW8k0+0LIz1pryF7fTZKeyU+M9rR6NHa6dNHSLv9/LOwNJvJ | |
htMbmNdznuUms+n1QgylxnPu5ptF4Y/bb4edO4VWy43C0aNCiW/DBqF9ZQoUCgWdvTvT2bsz9990 | |
PyDCH6JTozmYcpB3/nqHQ2mHCHULreXN7uzd2WKf3+oKNfH58cTnxXMx/6LYvvK6TFtGpFckvfx7 | |
MSJsBM8Pf56uPl0t9zffDjGbUa1SqVi1ahUTJkxAr9fz4IMP0q1bNz7++GMAHn74YSZPnszPP/9M | |
ZGQkzs7OfP755+Zq7nVYc53q9kZVf+Mzy4e4v8XR6bVODUqHm5rKrEoqkipwHVB/vWZrTQqtSUOS | |
6A/f74++fxqlZ0px7mFcb7WuWMelZy7RY1MP+WFjbVQlLDbTqDZIBjae2cjOe3aaqGFG4McfRaWP | |
a9Qjx48X3dCUKcKz21BVO2vh/Hkx6fDJJ21fJdDT0ZNJUZOYFDUJENUuTmWd4mDKQXYn7ua1318j | |
TZ2Gj5MPfs5+Vxcnv9qvayzGDp8oqSyp02i+mH8RdaWaCM8IoryjiPKKYkTYCBb0XUCUVxQBLm2T | |
4C3TcswaeDRp0iQmTZpUa9/DDz9c6/WqVavasklNxlrrVCsUihbXqbZmJAncBruhyy6n7IF/4vTT | |
R/VKh5ua/J35eIz1aLC8nySZ1FHeptQliX5PWhxT71KQ/4+zjNnW16iS6JeXXcZrghfuQ1uXTCpj | |
BmbPFvrICQnNUhT8M/lPPB086e5rGUJKdbJiRd3CKwidqMJCERmyfz/UyM+3OpKTYcIEUTZwxgxz | |
twZUShV9A/vSN7AvSwYtAURt5tyyXLJLs69bLuRfqPU6qyQLG6VNLSPbydYJrV5Lpb4SrUGLVq+t | |
XjdlnwIFEV4RRHpFEuUVxdCQoczvM58oryiCXIOs0raQEbSfaH4jY7V1qltRUs9aUUlaHH/6AcXm | |
1fiUDCInsSMdYmJMIwPcBPJ/ycdrYsMxfjeCp7oufO3seDosjKdCQ9kdmkd5/7OM+99f9LvF3yiS | |
6CWxJWSty2Lg6YFGarFMm+LoCPfdJ1ycb7zR5NPWn1rPvJ7zTNiwVnL0KCQmCuu5HhYsEIb1+PHC | |
sLbGpPCcHDEwePxxIQ5pqdir7Al2CybYrfGZSUmSKKksuWpkl2ZRrivHzsYOW6Uttja21eu69tkq | |
r+yvsc9B5WCx4ScyrUM2qluI1dapbk+e6ivS4TGZn+LyRWd4bBG+/xhLwispdDCTQS3pJfJ/yyf8 | |
rYbvb80x1U1BqVAwPtiHrHe6sOKtJH4bZ9tqSXR9uZ5z954j/M1w7PzkOrZWy8MPi6y9ZcvA3r7R | |
w7V6LZvPbebQwkNt0LgWsnIl/P3vjcqPP/mkqOI5caKoluHm1kbtMwLFxaLdd9wBTzxh7tYYD4VC | |
gau9K672rkR4RZi7OTIWjvVZhRaChGSVUzQ3vKdar4ft22HqVOjXD9Rq5vnuJvvb32HePNzH+aBJ | |
0FCeXG6W5hUfLsY+0B6HkIaFUm6k8I+G8LvLDydfex7YqiJx8GCeCQvjm+xsQqOj+cfFi8SXlTX5 | |
WpdfvoxjlCMB8wMaP1jGcuncGXr1EiUxmsCuhF1EekXSybOTiRvWQjIyYNs2UQajCbz+ugi7njpV | |
pH5YAxqNCIMfPFi0X0amvdIOHtumwSAZrDL8A7gxPdWZmfDvf4uQjmXLYOZMEdy3ciUX7a7GWSpt | |
lfhMFVVAzEH+jny8JjVe3ulGDf+4FoVCQdRHUSS/kUz52TKm+/jwS+/exPTrh0qhYPjx44w7cYLN | |
2dloDYZ6r5O7LZes9Vl0/rizVQ52Za6hKmGxCaw/beGhHx9+CPPmgVfTyropFPD++6IQypw5oNWa | |
uH2tRKeDuXMhMBBWrWof/ZaMTH3IRnULkSQr9VRbYZvrRZLEHOmcOaII6uXLwrt16JAIUHR2rnVo | |
FT6zfMjZktP27aVp8dTQfoxqAKdIJyLejuDMHWfQleiAq5LoyTffzIOBgbyflkaH6GheTkwkubz2 | |
LEPpmVLiFsTR87ue2PnIYR83BNOmwcWLoiJPA2i0GrZd2MacHnPaqGHNRKOBjz+Gxx5r1mlKJaxd | |
K/qB++8X4WCWiMEADz4olF+/+KJ9zK7JyDSE/C/QQqy1TvUNEf6Rny8y6bt2FXGKo0YJg3rNGujf | |
v9HTPcd7UnKihMrsttUAr8yppOx8Ge7DG69KcaPHVF9LwPwAPEZ4cHbOWQyVVy0Ie6WSef7+/N63 | |
L7v69KFYp6PvkSNMO3WKn/PyKLlQysmJJ4l8LxK3wVYUgCrTMLa2IlziSonV+tgev53+gf0JcLHQ | |
kJ9vvoGBA6FLl2afamsrqn6mpsLSpbUdA5aAJIkY8EuX4LvvwE4ez8rIyEZ1S7HaOtXWmqgoSRAd | |
Ldw24eEim/7TT+HUKViyBNzrN1QVitoPJBsHG7wmeJG7tW1DQAp+LcBjtAdKu8b/7dpLTHVNoj6M | |
QmGn4Oy8s+jL9de9393ZmZVRUSTffDMzfHz4eOclfh1xmDNLXWG2pxlaLGNS/vY3oXBaUlLvIRYd | |
+iFJDZbRawqOjiIc+6+/4J//NGLbjMC//iUmCn/6CZyczN0aGRnLoJ09to2H1daptjZPtVotlBH6 | |
9oV77oEePYR291dfwfDhLXbn+s7yJXdL2xrVuVtz8ZnWNIW/9hT+UYXSVkmPjT1QqBScGHmC0vOl | |
dR7nhJIJWww885iWoDc7ETPNlq6HDnHnmTPsLSiwrt+3TP2EhooqIBs21Pl2UXkRuxJ2Matb/WXq | |
zMru3WI9blyrLuPmBjt2CK/1u+8aoV1G4IMPRLjHzp3g4WHu1sjIWA5ySb0WYrV1qq3FU21E6fC6 | |
jFOvyV7EPRSHNl+LrVfDZa6Mgb5cT/6v+UR9ENWk49ujUQ2gtFfSfUN30lalcWLECbymeOE70xeH | |
CAf0aj1FB4rI/DQTW19bbvrjJpy7OTME6pdEb6SEmYyFs3gxvPiiCNy95h9ia9xWRnccjaejhc5S | |
vPee8FIb4R/Z1xd++02MMTw94YEHjNC+FlBSIpIRP/gA/vhDCETKyMhcRfZUtxBrrVMNWK4nT6OB | |
L7+EoUOFymFgoEhU2rJFKCK0Ih7i2o+sclXhdasXOd+1TcJiwa4CXPq4YOfbtMDD9hZevnxqAAAg | |
AElEQVRTXROFQkHI30MYeHYgLr1cSF+dztk5Z7m49CKaixo6f9yZm34XBnUVVZLopwYO5H9dunBE | |
rSY8JoYHzp8nprjYcn/zMg1z661QUACHD1/31vrT65nbY64ZGtUE4uJEwvTddxvtkqGh8OuvYozx | |
yiuQnm60SzdKZqa4b6dOIvJu926xLSMjUxvZU91CrLlOtcVx4YJISPryS5NIh9f3Z/K7y4/UlakE | |
/S3IKPdpiNzvc/GZ2bTQD2ifMdXXYudrR+hToYQ+1XTN5rok0e8+exZXlYpFQUHc7ednVEl0GROj | |
VAoxmNWrYdCg6t05pTn8lfIXm2dvNmPjGuC//4WHHhJB0Uakc2fhIX7nHejZE0aOFF/PrbdCM7WS | |
mkRcnLjX5s2iKmB0NETI+icyMvXSzh/bLcda61RbTPiHViuCBMeOFXOatrYQEwO//ALTpxvNoK6i | |
Lkel92RvSk+VUp5iWiEYg85A3rY8fGY0z6i2wjGbRVEliX5h8GDeDA9nZ34+YdHRPHLhAicbSH6T | |
sTAWLIDvvxce6ytsPruZSVGTcLZzbuBEM1FQIKp+PPKISS4fGSlKeCcnw223iQTGiAiROGgs7/WB | |
AzBjhjDag4KEcf3BB7JBLSPTGLJR3UKstk61uRMVk5LgpZcgLEwE5y1cKJ4Ob7whqnq0IUp7Jb6z | |
fMnekG3S+xQfKMY+xB7Hjk33WslGtfFQKhSM9/JiS8+enBo4kAA7O6acOsWwY8dYl5lJuf76SiMy | |
FoSvL0yeLGayrmDRVT/WrBHWbpBpZ8BcXET3efiwiJBLTRXe65kzRWJjc3/WBoMYuwwdCvPnC+93 | |
YiK8+qr4E8jIyDSObFS3EKutU20OT3Ud0uHs3g2/C+lw7O1NevuGjFO/u/zI/sa0RnXOdznNCv2A | |
9h1TbUqC7e35Z8eOrZZEl2ljFi0SISCSREpRCmdyzjAhYoK5W3U9Wq1wFrSijF5L6NdPfD1JSWL8 | |
8dJLwqv873837r0uL4dPPhH6WW+8IWpPx8UJR7tcKk9GpnlYn1VoIVhtneq29FQ3IB1O9+6Nn29E | |
6vvIHiM9qMyppPRs3eXbWotBZyB7YzZ+8/yadZ4cU21aVEpliyXRZczA8OEiaHjfPjae2cjMrjOx | |
V5l2MN4ivv8eOnZskgiVKXB1FeW9jxwRgizJyaIK6axZwntd82edny9CRjp2FLWw16wRMdN33GGa | |
+GwZmfaA/NhuIdZapxowrae6GdLhbUVDfyaFjQL/u/zJ/CLTJPcu2FWAY7gjTpHNc/nI4R9tR3Mk | |
0WXMhEIBixcjrV7NZ8c/497e95q7RXXTSrEXY9K/v8j/Tk6GiRNF9Y4q7/XSpSI2OzER9uwRRvXI | |
kXKfIyPTWmSjuoVYc51qk9BK6XBT05BzPnBhIJlfZNaSxzYWWV9l4Xd387zUIBvV5qAxSXS9XJbP | |
vNxzD7odP+OnNjCyw0hzt+Z6oqPF7Nz06eZuSS1cXUUhkqNHRRWP1FTh2zh9WojStvGkoYzMDY1c | |
W6qFWGudaqOGf0iSqNixejX88INIzvn0Uxg2zKIswsaa4tTZCefuzuT+kIvfnOYbwPWhK9GR91Me | |
kSsim32uwSCHf5iTKkn05eHhbMzO5tXLl1kSH89DgYEsCAzE365p9cZljIi7O3sHePNmSlfLnCVc | |
uVK4gC04dqJ/f4vwccjI3LDIj+0WYrV1qo2RqGgi6XBT0tg4IvChQNI/Ma6aQu6WXNyHuTdZ8KUm | |
sqfaMnC2sWFBYCCH+vdnc48eJJSXy5LoZiKpMIn/9CxgwE/Hml/awtSkpgrN7gULzN0SGRkZM3LD | |
eKq3xW1r0/slFSUxghFtek9j0CpPtRGlw5vLH0l/UFRe1KJzS0NgTyqcbyi6owc4n3Dmp19/Qupg | |
HEPJaYUTlQsrSYpLava5sbmQ5wPb4ozSFBkjMQ0Y6w37NCXcfyYTvQQTnbWMddTiIrsoTMrqI6u5 | |
adIClNEH4aefLCvMYtUquPdecHc3d0tkZGTMyA1jVH9y7JM2vZ+TrRN9Avq06T2NQbM91RqNEGlZ | |
vVpkvDz0kAjGCw42XSOvQWfQMXrtaKZ0ntKi84ujYONFcG4kF3HkzSNRrFTw+z2/t+g+NfFN8mVm | |
8kzWuK9BOtZ8Iz03B9ID4ZNjrW6KjInoBRTYBrPDuTdf2ofjX36RDmWxeGgzrTDbwrIp15Xz6fFP | |
ObDgADw9DJYvh2nTLGM6p7QU/vc/EQonIyPTvpFuAG6Qj9EmDP10qPTH5T8aPzAuTpKefFKSfHwk | |
aeJESfrhB0nSak3fwDoo15ZLtq/Ztvj8yEjxcRpDk6SR9nvtlyrzK1t8ryriFsVJicsSW3z+zp2S | |
NG5cq5sh00ZkV1RIbyYlSRF//SXddPiwtDotTVI38f/FUvuvb7/9VurevbukVCqlo0eP1npv+fLl | |
UmRkpNSlSxdp586d1fuPHDki9ezZU4qMjJSWLl1a77Wb+5k/P/65NPGrieKFXi9JPXpI0o4dzbqG | |
yfjoI0maPt3crZCRkWkjGuq/5AnLdkaDFUvaWDq8qeglPTbKlif/NNWZ5RDmgPdUb9I/al1stTZP | |
S/bGbAIXBrb4GnJMtXVxI0qi9+rVi++//56RI2tX2jh79iwbN27k7Nmz7Nixg0ceeaQ6pGzx4sV8 | |
+umnxMfHEx8fz44dO1rdDkmSeP/Q+/x90N/FDqUSXn5Z1L43d0y7wQDvvWcxZfRkZGTMi2xUtzPq | |
DP+wIOnwujBIhlZXWmnqszfsmTBS/5uKXtPyRKjU/6bie7sv9kEtF6eQjWrr5EaSRO/atSudO3e+ | |
bv/WrVuZN28etra2dOzYkcjISGJiYsjIyECtVjNo0CAA7rvvPn744YdWtyMmLYbC8kImRk68uvOO | |
O6CgQCizmpOdO8HBQZQQlZGRaffIRnU7ozpR0czS4c1Bb9Bjo2ibMlXO3Z1xG+xG+sct81br1DrS | |
P0wn9NnQVrVDNqqtnxtVEj09PZ2QkJDq1yEhIaSlpV23Pzg4mLS0tFbfb9WhVSwZuKT2wNrGRjgC | |
zO2tfu89eOIJ+Z9VRkYGuIESFWWahnexltBV62DTfeDvD4sWiWoeZlA6bCqt9VQrFM177nb6dydi | |
x8YSMD8AW0/bZt0rdWUqnuM9m62geC1yneobhypJ9Ok+PiRoNHySns7w48fp5ezMoqAgs7Zt/Pjx | |
ZGZen8G7fPlypk6datJ7v/rqq9Xbo0ePZvTo0dcdk1mSyfb47bw/6f3rL3DnncKo/v13qONck3Pm | |
jKiI9OOPbX9vGRmZNmPfvn3s27evScfKRnV7QJJg3z746CO+3H4E9VQvIR1uJSoArY2pbi4uPV3w | |
me5D8vJkIt6KaPJ5FRkVpL6XSv9Drf9eZU/1jUmVJPqyTp34PieH943gyW0Nv/32W7PPCQ4OJiUl | |
pfp1amoqISEhBAcHk5qaWmt/cANVgmoa1fWx5uga5nSfg6ej5/VvqlRCe/u118xjVK9cCYsXW9Ss | |
noyMjPG5dtC/bNmyeo+VfWE3MnVIh899azDn//OU1RjUYBxPdXPp+FpHMr/IpCS26UlmCc8kELgg | |
EMdwx+bf8Bpko/rGxl6pZO4VSXRrQKox1TNt2jQ2bNhAZWUliYmJxMfHM2jQIAICAnBzcyMmJgZJ | |
kli3bh0zZsxo8T21ei2rj65myaAl9R90990iJ2T//hbfp0Xk5oqk7sWL2/a+MjIyFo1sVN9oSBJE | |
R8P994skw6NHhXT4qVOwZAllzs0LZ7AEjBFT3dywS/sAeyLeiuDcfecwVDSkGiPI+T6H4uhiOr7S | |
sWUNvAbZqJYxN99//z2hoaFER0czZcoUJk2aBED37t2ZM2cO3bt3Z9KkSXz44YfV6rIffvghCxcu | |
JCoqisjISCZOnNjQLRrkh/M/EOkVSW//3vUfVNNb3ZZ8/DHMnAl+fm17XxkZGYtGDv+4UVCr4euv | |
hUhLSQk8/LBQPPT1rXVYqxQVzYQ5PNUA/vf5k7c9j7i/xdH1i671ytKXxZVxYfEFem7piY2zccJU | |
5JhqGXMzc+ZMZs6cWed7L7zwAi+88MJ1+/v378+pU6eMcv9aZfQa4t574fXX4eBBGDrUKPdukMpK | |
+PBD+Pln099LRkbGqpAf29ZObKyYggwLg19/FYb0hQvw9NPXGdTQAkVFC8AYMdUtGUcoFAq6ru1K | |
2bkyLj52EUl//UU0CRpOTjpJ+PJw3IcaT6JY9lTLtGdiM2NJKEhgRtcmhI/Y2sLzzwvDui3YtEmE | |
1PWxPkVdGRkZ0yIb1daIRgNffim8MlOmQGCgkA7fsgXGj2/QxWmtnuq2Kql3LTZONvT+rTelp0o5 | |
OfEk6uNqJElCX64n47MMjg09RuhToQQuaLnQS13IRrVMe+aDwx+waMAibG2aGK42f76oxnHokGkb | |
lpMDzz0HdXjpZWRkZOTwD2viwgURy/fllzBgADz7rDCqm6F0aJWeaoPeLOEfVdh62NL7196kvZ/G | |
6Zmn0eXpMGgNeIz0oNePvXAb5Na6G9SBJMnhHzLtkwJNAZvObuL8kvNNP8neXhi7r78O27aZpmF6 | |
vUiMvPdeoTorIyMjcw2yUW3paLXwww8iVvr0aXjgASEd3gqlQ6v0VJsh/KMmSlsloU+GEvJECLoi | |
HTaONijtTWf1Ggyyp1qmffLZ8c+YEjUFfxf/5p24YAEsXw7HjglBK2Pz+usinrqtkyJlZGSsBtmo | |
tlSSkmDNGlG5o3NnIdIya1ara6IqsD5LTS+Z11Nd+1oKbD1MX0FFDv+QaY/oDXo+PPIh38z6pvkn | |
OziI2bvXX4fvvzduw379VfTHR440a2ZQRkamfSFPMFsSbSAdbo3hH8aIqbYy57xsVMu0S3Zc3IGX | |
oxeDgge17AILF4qZvP9v796joirXP4B/h4u3KG8R4u0HAoo6MlAoEgeTFLxGSaJmGZoiQXk5YV46 | |
HkMTQatVqV1NixLPkSiVlkpWy7GLFwhBCkooIZRbEpIEeLjt3x97OQt0wI0zzGbPfD9rzVqwZ8/e | |
zzsw7zzzzrPf99w54wV16ZJYs52YKF6/QkTUBn7k7grKysQR6ffe6/Slw5V4oaLcNdVyYE01WaKd | |
6Tvx7Nhn25y+8pZ69hRnPnrpJSA52fCAGhrE5dCXLZNn1UYiUhS+bctFEIDjx4E5c4CRI4HCQnH2 | |
jrQ0sTawExJqQMEj1TLXVJsaa6rJ0uT9mYeMkgzMVc817EAREcB334nXoBhq3TqgTx/xIkgiolvg | |
SLWpVVYCCQnihYe2tuIc07t2Ab2NN8dxexQ5Um1gTbUSsfyDLM1b6W9hyb1L0MOmh2EH6tULiI4G | |
Nm8Wv/G7XQcPiqPdGRn82oiIJGFSbQqCINb5vfOO2FHPnCmWe/j5yZI5KXKk2oCaaiUmp0yqyZL8 | |
Xf83Ps7+GJkRmcY5YGQk4OIC/Pyz+E1gR124ACxdKk7P17+/cWIiIrPHj9+dqbpaTKS9vIAnngBG | |
jwby84G9e4F//EOWrOm2axVlZGhNNaC88g/WVJMl2Zu9Fw/83wMY2nuocQ5oZwesXAnExnb8sdeu | |
AbNnA+vXAz4+xomHiCwCR6o7w7lzYjL93/8CAQHi0uGTJnWJLEmp5R+G1FQr8HMEa6rJYgiCgJ1p | |
O7F92nbjHvjZZ8XR6rw8cVpSqVauBFxdxYsTiYg6gEm1sdTVAZ98IibTRUXiV4c//QQMGiR3ZK0o | |
9UJFSxypZlJNlkBbqIUAAQFOAcY98J13AsuXi6PVCQnSHpOYKF5Anp7OFyARdRiTakMZYelwU1Lk | |
SHVzk8HzVCsNyz/IUhg8jV57li0TR6t//VUcfW5Pbq44Sv3118Bddxk/FiIye3zbvh0NDeKo9KRJ | |
gL+/OIvHmTPA0aPAww932YQasMyRaiUOOHGkmixB0V9FOF5wHAs0CzrnBL17i2UgcXHt7/f332Id | |
9bZtgIdH58RCRGav62Z/XVEnLR1uaoobqTawphpQXvkHa6rJErzzwztY4LEAdt3sOu8kK1aIo9Tr | |
1wPOzjffLwhiXz5+PLBoUefFQURmjyPVt2KCpcNNSQXlZWocqSYyP9car+H9s+/jmXHPdO6J+vYV | |
p9iLj9d//3vvAdnZwM6dnRsHEZk9jlS3xYRLh5uSEss/jFFTrbSRatZUk7lLyknCvY73Ynj/DszM | |
cbv++U/x28V//QsY2mLavrNngX//W1yBsVevzo+DiMwa37ZbkmnpcFNS4oWKHKkmMj8703bi2XHP | |
muZk/fuLMzK1HK2+cgUIDQXefLNjU+4REbWBI9WA7EuHm5IiR6pZU01kdipqKzDNdZrpTvjcc8CI | |
EcALL4hTnS5aJM7UFBpquhiIyKxZblLdxZYON6X04nR0t1ZOLfiZS2cMnqdaaThSTeYuamyUwR+W | |
O8TeHli8WJzhY+hQscQvKcl05ycis2d5SXV1tTjB/zvviNMoRUSIKx7a28sdmUlMdZmKlLwU5Fbk | |
yh1Kh8xwm3Hbj1VicsqaajJ3T3k9ZfqTrloFuLuLF5inpQHdupk+BiIyW5aTVHfhpcNNKfy+cITf | |
Fy53GCantPIPjlSTuevXs5/pT+rgAGzZItZQt7xgkYjICGRJqisrKzF37lz8/vvvcHJyQlJSEvr0 | |
6XPTfk5OTrjrrrtgbW0NW1tbpKWldexEClk6nDqXEpNT1lQTdZLISLkjICIzJcswbXx8PAIDA5GX | |
l4dJkyYhvo35Q1UqFbRaLTIzMzuWUOflAdHR4kjEf/4jLh1eWAhs2MCE2kJxpJqIiIg6kyxJdUpK | |
CsLCwgAAYWFhOHjwYJv7Sp7+TcFLhxPdiDXVREREyiJLplleXg4HBwcAgIODA8rLy/Xup1KpMHny | |
ZFhbWyMiIgLh4e3UAg8dquilw6nzqFTAH38AJSVyRyJdVRVHqomIiJSk05LqwMBAlJWV3bQ9Nja2 | |
1e8qlQqqNrKH77//Ho6Ojrh8+TICAwPh7u4Of39/vfvGhISIM3icP4+Jp05h4sSJBreBzMOIEcCS | |
JXJH0XFr18odAXUGrVYLrVYrdxhERGRkKkGG5fXc3d2h1WoxYMAAlJaWIiAgAL/88ku7j9m4cSPs | |
7OwQHR19030qlfJWCSQiAiyz/7LENhOReWiv/5KlajM4OBgJCQkAgISEBDzyyCM37VNbW4vq6moA | |
QE1NDY4dO4YxY8aYNE4iIiIiIilkGamurKzEnDlzUFRU1GpKvZKSEoSHh+Pw4cO4cOECQkJCAACN | |
jY14/PHHsW7dOr3H46gHESmVJfZflthmIjIP7fVfsiTVxsYOmoiUyhL7L0tsMxGZhy5X/kFERERE | |
ZE6YVBMRERERGYhJNRERERGRgZhUExHRTZ5//nmMHDkSGo0GISEh+Ouvv3T3xcXFwc3NDe7u7jh2 | |
7Jhue0ZGBsaMGQM3NzesWLFCjrCJiGTDpFqBLHHhCLbZMlhim7uqoKAg5OTk4Ny5cxg+fDji4uIA | |
ALm5udi/fz9yc3ORmpqKqKgo3UU7kZGR2L17N/Lz85Gfn4/U1FQ5m2C2+DoxDJ8/w/D5axuTagWy | |
xH9ottkyWGKbu6rAwEBYWYlvET4+Prh06RIA4NChQ3jsscdga2sLJycnuLq64syZMygtLUV1dTXG | |
jRsHAHjyySdx8OBB2eI3Z3ydGIbPn2H4/LWNSTUREbVrz549mD59OgCgpKQEgwcP1t03ePBgFBcX | |
37R90KBBKC4uNnmsRERysZE7ACIikkdgYCDKyspu2r5lyxY89NBDAIDY2Fh069YN8+fPN3V4RETK | |
IpgBjUYjAOCNN954U9xNo9HI3YW26YMPPhDuv/9+oa6uTrctLi5OiIuL0/0+ZcoU4fTp00Jpaang | |
7u6u275v3z4hIiJC73FdXFxkf95544033m7n1l6fbRYrKhIRkXGlpqYiOjoaJ06cwN13363bnpub | |
i/nz5yMtLQ3FxcWYPHkyfv31V6hUKvj4+GD79u0YN24cZsyYgeXLl2Pq1KkytoKIyHSYVBMR0U3c | |
3NxQX1+Pfv36AQB8fX3x1ltvARDLQ/bs2QMbGxu88cYbmDJlCgBxSr2FCxeirq4O06dPx/bt22WL | |
n4jI1JhUExEREREZSDGzf6SmpsLd3R1ubm7YunWr3n2WL18ONzc3aDQaZGZmmjhC47tVmxMTE6HR | |
aODh4QE/Pz9kZ2fLEKVxSfk7A0B6ejpsbGzw2WefmTC6ziGlzVqtFl5eXlCr1Zg4caJpA+wEt2pz | |
RUUFpk6dCk9PT6jVanz44YemD9KInnrqKTg4OGDMmDFt7mNu/Zc+Ul/f1DYnJyd4eHjAy8tLN30h | |
tU3fa6+yshKBgYEYPnw4goKCUFVVJWOEXZu+5y8mJgaDBw+Gl5cXvLy8OB99SwZdxWIijY2NgouL | |
i1BQUCDU19cLGo1GyM3NbbXP4cOHhWnTpgmCIAinT58WfHx85AjVaKS0+eTJk0JVVZUgCIJw9OhR | |
i2jz9f0CAgKEGTNmCMnJyTJEajxS2nzlyhVh1KhRwsWLFwVBEITLly/LEarRSGnziy++KKxdu1YQ | |
BLG9/fr1ExoaGuQI1yi++eYb4ezZs4JardZ7v7n1X/pIfX1T+5ycnIQ///xT7jAUQ99r7/nnnxe2 | |
bt0qCIIgxMfHC2vWrJErvC5P3/MXExMjvPrqqzJG1XUpYqQ6LS0Nrq6ucHJygq2tLebNm4dDhw61 | |
2iclJQVhYWEAxIUKqqqqUF5eLke4RiGlzb6+vujduzeA1oszKJWUNgPAjh07MHv2bNjb28sQpXFJ | |
afO+ffvw6KOP6uYAbnnRmBJJabOjoyOuXr0KALh69Sr69+8PGxvlzgDq7++Pvn37tnm/ufVf+kh9 | |
fdOtCazalEzfa6/l6y0sLIyLFLWjrb6L/4P6KSKpLi4uxpAhQ3S/X19s4Fb7KDnJlNLmlnbv3q1b | |
nEGppP6dDx06hMjISACASqUyaYzGJqXN+fn5qKysREBAALy9vfHxxx+bOkyjktLm8PBw5OTkYODA | |
gdBoNHjjjTdMHaZJmVv/pU9H+zTST6VSYfLkyfD29sauXbvkDkeRysvL4eDgAABwcHAwuw+wprBj | |
xw5oNBosXryY5TMtKCKplpo43fjJSckJV0diP378OPbs2aP4GkUpbV65ciXi4+OhUqkgCILiPy1L | |
aXNDQwPOnj2LI0eO4IsvvsBLL72E/Px8E0TXOaS0ecuWLfD09ERJSQmysrLwzDPPoLq62gTRycec | |
+i99zK09cvn++++RmZmJo0eP4s0338S3334rd0iKplKp+L/ZQZGRkSgoKEBWVhYcHR0RHR0td0hd | |
hiKS6kGDBuHixYu63y9evNhqOVx9+1y6dAmDBg0yWYzGJqXNAJCdnY3w8HCkpKS0+/WyEkhpc0ZG | |
BubNmwdnZ2d8+umniIqKQkpKiqlDNRopbR4yZAiCgoLQs2dP9O/fHxMmTMC5c+dMHarRSGnzyZMn | |
ERoaCgBwcXGBs7Mzzp8/b9I4Tcnc+i99pPZp1D5HR0cAgL29PWbNmoW0tDSZI1IeBwcH3UqipaWl | |
uOeee2SOSFnuuece3YeRJUuW8H+wBUUk1d7e3sjPz0dhYSHq6+uxf/9+BAcHt9onODgYH330EQDg | |
9OnT6NOnj+7rHSWS0uaioiKEhIRg7969cHV1lSlS45HS5gsXLqCgoAAFBQWYPXs23n777Zv2URIp | |
bX744Yfx3XffoampCbW1tThz5gxGjRolU8SGk9Jmd3d3fPXVVwDEr2rPnz+PYcOGyRGuSZhb/6WP | |
lL87ta+2tlb3jU1NTQ2OHTvW7owypF9wcDASEhIAAAkJCXjkkUdkjkhZSktLdT8fOHCA/4MtKOLK | |
HxsbG+zcuRNTpkxBU1MTFi9ejJEjR+Ldd98FAERERGD69Ok4cuQIXF1dcccdd+CDDz6QOWrDSGnz | |
pk2bcOXKFV19sa2traI/MUpps7mR0mZ3d3dMnToVHh4esLKyQnh4uKKTailtfuGFF7Bo0SJoNBo0 | |
Nzdj27ZtukVIlOixxx7DiRMnUFFRgSFDhmDjxo1oaGgAYJ79lz5t/d1JuvLycsyaNQsA0NjYiMcf | |
fxxBQUEyR9W13fja27RpE9auXYs5c+Zg9+7dcHJyQlJSktxhdln6+i6tVousrCyoVCo4Ozvr+m7i | |
4i9ERERERAZTRPkHEREREVFXxqSaiIiIiMhATKqJiIiIiAzEpJqIiIiIyEBMqomIiIiIDMSkmoiI | |
iIjIQEyqiYiISDI7Ozvdz0eOHMGIESNarZZpbB9++CGWLVumd7u1tTV+/PFH3Ta1Wo2ioiKjnLdl | |
O42ppKREt2IsmRcm1URERCSZSqUCAHz99ddYsWIFUlNTMWTIEEmPbW5uvu3z6TN48GDExsZK2teY | |
572VpqamNu8bOHAgPvnkk9s+NnVdTKqJ9EhPT4dGo8H//vc/1NTUQK1WIzc3V+6wiIi6hG+++QZL | |
ly7F4cOH4ezsDADYu3cvfHx84OXlhaefflqXQNvZ2WHVqlXw9PTEqVOnYGdnh/Xr18PT0xO+vr74 | |
448/AACff/45xo8fj3vvvReBgYG67W1RqVSYOXMmcnJykJeXd9P9LUeak5OTsWjRIgDAwoULERUV | |
BV9fX7i4uECr1SIsLAyjRo3S7XPdc889B7VajcmTJ6OiogIA8Ntvv2HatGnw9vbGhAkTcP78ed1x | |
n376aYwfPx5r1qxpM+7CwkIu7W2mmFQT6TF27FgEBwdj/fr1WLNmDRYsWKDopcGJiIzl2rVrmDVr | |
Fg4dOoThw4cDAH7++WckJSXh5MmTyMzMhJWVFRITEwEAtbW1GD9+PLKysuDn54fa2lr4+voiKysL | |
EyZMwK5duwAA/v7+OH36NM6ePYu5c+di27ZtAID2Fn62srLC6tWrsWXLlpvuaznSfOOoc1VVFU6d | |
OoXXXnsNwcHBWL16NXJycvDjjz8iOzsbAFBTU4OxY8fip59+wgMPPICNGzcCANDx/rkAAAMSSURB | |
VJYuXYodO3bghx9+wMsvv4yoqCjdcUtKSnDq1Cm88sorHX5eSfls5A6AqKvasGEDvL290bNnT+zY | |
sUPucIiIuoRu3brBz88P77//Pl5//XUAYilIRkYGvL29AQB1dXUYMGAAAMDa2hqPPvpoq8fPmDED | |
AHDffffhyy+/BABcvHgRc+bMQVlZGerr6zFs2DBJ8cyfPx+xsbEoLCyUtL9KpcJDDz0EQKzBHjBg | |
AEaPHg0AGD16NAoLC+Hh4QErKyvMnTsXAPDEE08gJCQENTU1OHnyZKua6Pr6et1xQ0NDjVqCQsrC | |
pJqoDRUVFaipqUFTUxPq6urQq1cvuUMiIpKdlZUVkpKS8OCDDyIuLg7r1q0DAISFhekdMe7Ro0er | |
RNPW1rbVsRobGwEAy5Ytw6pVqzBz5kycOHECMTExkuKxtrZGdHQ04uPjW21vec66urpW93Xr1k13 | |
/u7du+uNpyVBEKBSqdDc3Iy+ffsiMzNTbyx8n7BsLP8gakNERAQ2b96M+fPnt1sfR0RkaXr06IHD | |
hw8jMTERe/bswaRJk5CcnIzLly8DACorKzs8C8fVq1cxcOBAAOLMHrfSsixk4cKF+Oqrr3TnBwAH | |
Bwf88ssvaG5uxoEDBzo8gtzc3Ky7oHDfvn3w9/fHnXfeCWdnZyQnJ+tiuF4ucqO0tDSEhYV16Jyk | |
bEyqifT46KOP0L17d8ybNw9r165Feno6tFqt3GEREcnuenLat29fpKamYvPmzfjtt9+wefNmBAUF | |
QaPRICgoCGVlZa32v/Hx13++/ntMTAxCQ0Ph7e0Ne3t73faW+9x4nOvbbW1tsWLFilZJdXx8PGbO | |
nAk/Pz9dst5WDPrccccdSEtLw5gxY6DVarFhwwYAQGJiInbv3g1PT0+o1WqkpKToPVZRUVGbI9cs | |
ETFPKqG9KwCIiIiIqMNWr16NJ598Emq1Wu5QyESYVBMRERERGYjlH0REREREBmJSTURERERkICbV | |
REREREQGYlJNRERERGQgJtVERERERAZiUk1EREREZCAm1UREREREBvp/gVEx6Uv/j3IAAAAASUVO | |
RK5CYII= | |
" | |
> | |
</div> | |
</div> | |
</div> | |
</div> | |
</div> | |
<div class="cell border-box-sizing text_cell rendered"> | |
<div class="prompt input_prompt"> | |
</div> | |
<div class="inner_cell"> | |
<div class="text_cell_render border-box-sizing rendered_html"> | |
<p>What is important to see here is that each model gives us different data, which means that if we <strong>just</strong> have the data, we might be able to recover the model!</p> | |
<p>To do this efficiently (i.e. optimize) we will need the derivatives of this problem, luckily, the matrix that creates our data does not depend on our model (i.e. the inverse problem is linear). Our problem is as follows:</p> | |
<p>$$ \mathbf{d}_{\text{pred}} = \mathbf{Gm}$$</p> | |
<p>Where $\mathbf{m} \in \mathcal{R}^n$ is our model vector, $\mathbf{G} \in \mathcal{R}^{k,n}$ is our matrix of $k$ kernal functions that samples our model to produce our predicted data ($\mathbf{d}_\text{pred}$).</p> | |
<p>The question that we want to know is: "How sensitive is our data to a slight change in our model?" To answer this we shall use calculus! *<em>gasp</em>*</p> | |
<p>$$ \mathbf{J} = \frac{\partial \mathbf{d}_{\text{pred}}}{\partial \mathbf{m}} = \frac{\partial \mathbf{Gm} }{\partial \mathbf{m}} = \mathbf{G}\frac{\partial \mathbf{m} }{\partial \mathbf{m}} = \mathbf{G}$$</p> | |
<p>The derivative describes how the predicted data changes with small changes in our model, and in this case it is fairly straight forward.</p> | |
<p>All that SimPEG needs to know when you create a problem is:</p> | |
<ol> | |
<li>how to create data ($\mathbf{Gm}$),</li> | |
<li>the sensitivities effect on a vector, $\mathbf{v}$, ($\mathbf{Jv = Gv}$), and </li> | |
<li>the transpose sensitivities effect on a vector, $\mathbf{v}$, ($\mathbf{J^\top v = G^\top v}$).</li> | |
</ol> | |
<p>To learn more about the problem class in SimPEG and how you can use it, check out the documentation at: | |
<a href="http://simpeg.rtfd.org">http://simpeg.rtfd.org</a></p> | |
</div> | |
</div> | |
</div> | |
<div class="cell border-box-sizing code_cell rendered"> | |
<div class="input"> | |
<div class="prompt input_prompt"> | |
In [4]: | |
</div> | |
<div class="inner_cell"> | |
<div class="input_area"> | |
<div class="highlight"><pre><span class="k">class</span> <span class="nc">LinearSurvey</span><span class="p">(</span><span class="n">Survey</span><span class="o">.</span><span class="n">BaseSurvey</span><span class="p">):</span> | |
<span class="k">def</span> <span class="nf">projectFields</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">u</span><span class="p">):</span> | |
<span class="k">return</span> <span class="n">u</span> | |
<span class="k">class</span> <span class="nc">LinearProblem</span><span class="p">(</span><span class="n">Problem</span><span class="o">.</span><span class="n">BaseProblem</span><span class="p">):</span> | |
<span class="n">surveyPair</span> <span class="o">=</span> <span class="n">LinearSurvey</span> | |
<span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model</span><span class="p">,</span> <span class="n">G</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span> | |
<span class="n">Problem</span><span class="o">.</span><span class="n">BaseProblem</span><span class="o">.</span><span class="n">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">model</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span> | |
<span class="bp">self</span><span class="o">.</span><span class="n">G</span> <span class="o">=</span> <span class="n">G</span> | |
<span class="k">def</span> <span class="nf">fields</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">m</span><span class="p">):</span> | |
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">G</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">m</span><span class="p">)</span> | |
<span class="k">def</span> <span class="nf">Jvec</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">m</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">u</span><span class="o">=</span><span class="bp">None</span><span class="p">):</span> | |
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">G</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">v</span><span class="p">)</span> | |
<span class="k">def</span> <span class="nf">Jtvec</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">m</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">u</span><span class="o">=</span><span class="bp">None</span><span class="p">):</span> | |
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">G</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">v</span><span class="p">)</span> | |
</pre></div> | |
</div> | |
</div> | |
</div> | |
</div> | |
<div class="cell border-box-sizing text_cell rendered"> | |
<div class="prompt input_prompt"> | |
</div> | |
<div class="inner_cell"> | |
<div class="text_cell_render border-box-sizing rendered_html"> | |
<p>Once we have our problem, we can use the inversion tools in SimPEG to run our inversion:</p> | |
</div> | |
</div> | |
</div> | |
<div class="cell border-box-sizing code_cell rendered"> | |
<div class="input"> | |
<div class="prompt input_prompt"> | |
In [5]: | |
</div> | |
<div class="inner_cell"> | |
<div class="input_area"> | |
<div class="highlight"><pre><span class="c"># Create a model, by default this is a model on the mesh</span> | |
<span class="n">model</span> <span class="o">=</span> <span class="n">Model</span><span class="o">.</span><span class="n">BaseModel</span><span class="p">(</span><span class="n">M</span><span class="p">)</span> | |
<span class="c"># Create the problem</span> | |
<span class="n">prob</span> <span class="o">=</span> <span class="n">LinearProblem</span><span class="p">(</span><span class="n">model</span><span class="p">,</span> <span class="n">G</span><span class="p">)</span> | |
<span class="c"># create a simpeg data object, using a synthetic model and 5% noise</span> | |
<span class="n">survey</span> <span class="o">=</span> <span class="n">prob</span><span class="o">.</span><span class="n">createSyntheticSurvey</span><span class="p">(</span><span class="n">models</span><span class="p">[:,</span><span class="mi">4</span><span class="p">],</span><span class="n">std</span><span class="o">=</span><span class="mf">0.05</span><span class="p">)</span> | |
<span class="c"># Create an optimization program</span> | |
<span class="n">opt</span> <span class="o">=</span> <span class="n">Optimization</span><span class="o">.</span><span class="n">InexactGaussNewton</span><span class="p">(</span><span class="n">maxIter</span><span class="o">=</span><span class="mi">20</span><span class="p">)</span> | |
<span class="c"># Create a regularization program</span> | |
<span class="n">reg</span> <span class="o">=</span> <span class="n">Regularization</span><span class="o">.</span><span class="n">Tikhonov</span><span class="p">(</span><span class="n">model</span><span class="p">)</span> | |
<span class="c"># Create an objective function</span> | |
<span class="n">beta</span> <span class="o">=</span> <span class="n">Parameters</span><span class="o">.</span><span class="n">BetaSchedule</span><span class="p">(</span><span class="n">beta0</span><span class="o">=</span><span class="mf">1e-1</span><span class="p">)</span> | |
<span class="n">obj</span> <span class="o">=</span> <span class="n">ObjFunction</span><span class="o">.</span><span class="n">BaseObjFunction</span><span class="p">(</span><span class="n">survey</span><span class="p">,</span> <span class="n">reg</span><span class="p">,</span> <span class="n">beta</span><span class="o">=</span><span class="n">beta</span><span class="p">)</span> | |
<span class="c"># Create an inversion object</span> | |
<span class="n">inv</span> <span class="o">=</span> <span class="n">Inversion</span><span class="o">.</span><span class="n">BaseInversion</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="n">opt</span><span class="p">)</span> | |
<span class="c"># Start the inversion with a model of zeros, and run the inversion</span> | |
<span class="n">m0</span> <span class="o">=</span> <span class="n">survey</span><span class="o">.</span><span class="n">mtrue</span><span class="o">*</span><span class="mi">0</span> | |
<span class="n">mopt</span> <span class="o">=</span> <span class="n">inv</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">m0</span><span class="p">)</span> | |
</pre></div> | |
</div> | |
</div> | |
</div> | |
<div class="output_wrapper"> | |
<div class="output"> | |
<div class="output_area"><div class="prompt"></div> | |
<div class="output_subarea output_stream output_stdout output_text"> | |
<pre> | |
Regularization has not set mref. SimPEG will set it to m0. | |
============================ Inexact Gauss Newton ============================ | |
# beta phi_d phi_m f |proj(x-g)-x| LS Comment | |
----------------------------------------------------------------------------- | |
0 1.00e-01 3.94e+03 0.00e+00 3.94e+03 3.80e+03 0 | |
Setting bfgsH0 to the inverse of the modelObj2Deriv. Done using direct methods. | |
1 1.00e-01 1.14e+03 3.65e-01 1.14e+03 5.76e+02 0 | |
2 1.00e-01 6.38e+02 1.68e+00 6.38e+02 6.92e+02 0 | |
3 5.00e-02 3.74e+02 4.55e+00 3.74e+02 6.00e+02 0 Skip BFGS | |
4 5.00e-02 2.65e+02 4.18e+00 2.65e+02 7.62e+02 0 | |
5 5.00e-02 2.09e+02 5.70e+00 2.10e+02 4.60e+02 0 | |
6 2.50e-02 1.37e+02 8.22e+00 1.37e+02 8.01e+02 0 | |
7 2.50e-02 1.21e+02 9.29e+00 1.21e+02 5.88e+02 0 | |
8 2.50e-02 1.17e+02 9.44e+00 1.17e+02 6.65e+02 0 | |
9 1.25e-02 1.14e+02 9.81e+00 1.14e+02 6.18e+02 0 | |
10 1.25e-02 1.10e+02 1.06e+01 1.10e+02 6.70e+02 0 | |
11 1.25e-02 1.09e+02 1.05e+01 1.09e+02 6.29e+02 0 | |
12 6.25e-03 1.08e+02 1.05e+01 1.08e+02 6.80e+02 0 | |
13 6.25e-03 1.07e+02 1.02e+01 1.07e+02 6.86e+02 0 Skip BFGS | |
14 6.25e-03 1.06e+02 1.04e+01 1.06e+02 6.65e+02 0 | |
15 3.13e-03 1.99e+01 1.19e+01 1.99e+01 1.46e+02 0 Skip BFGS | |
16 3.13e-03 1.56e+01 1.12e+01 1.56e+01 1.14e+02 0 | |
17 3.13e-03 1.50e+01 1.13e+01 1.50e+01 1.42e+02 0 | |
18 1.56e-03 1.22e+01 1.06e+01 1.22e+01 1.03e+02 0 Skip BFGS | |
19 1.56e-03 1.16e+01 1.09e+01 1.16e+01 8.47e+01 0 | |
20 1.56e-03 1.15e+01 1.10e+01 1.15e+01 9.08e+01 0 Skip BFGS | |
------------------------- STOP! ------------------------- | |
1 : |fc-fOld| = 1.4209e-01 <= tolF*(1+|f0|) = 3.9393e+02 | |
0 : |xc-x_last| = 1.0186e-01 <= tolX*(1+|x0|) = 1.0000e-01 | |
0 : |proj(x-g)-x| = 9.0818e+01 <= tolG = 1.0000e-01 | |
0 : |proj(x-g)-x| = 9.0818e+01 <= 1e3*eps = 1.0000e-02 | |
1 : maxIter = 20 <= iter = 20 | |
------------------------- DONE! ------------------------- | |
</pre> | |
</div> | |
</div> | |
</div> | |
</div> | |
</div> | |
<div class="cell border-box-sizing text_cell rendered"> | |
<div class="prompt input_prompt"> | |
</div> | |
<div class="inner_cell"> | |
<div class="text_cell_render border-box-sizing rendered_html"> | |
<p>Explore the documentation to see what other parameters you can tweak in the different elements of the inversion, but let's check how well we recovered the model just by using the default parameters:</p> | |
</div> | |
</div> | |
</div> | |
<div class="cell border-box-sizing code_cell rendered"> | |
<div class="input"> | |
<div class="prompt input_prompt"> | |
In [6]: | |
</div> | |
<div class="inner_cell"> | |
<div class="input_area"> | |
<div class="highlight"><pre><span class="n">plot</span><span class="p">(</span><span class="n">M</span><span class="o">.</span><span class="n">vectorCCx</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">c_</span><span class="p">[</span><span class="n">survey</span><span class="o">.</span><span class="n">mtrue</span><span class="p">,</span> <span class="n">mopt</span><span class="p">])</span> | |
<span class="n">xlabel</span><span class="p">(</span><span class="s">'x'</span><span class="p">)</span> | |
<span class="n">legend</span><span class="p">((</span><span class="s">'true model'</span><span class="p">,</span><span class="s">'recovered model'</span><span class="p">))</span> | |
</pre></div> | |
</div> | |
</div> | |
</div> | |
<div class="output_wrapper"> | |
<div class="output"> | |
<div class="output_area"><div class="prompt output_prompt"> | |
Out[6]:</div> | |
<div class="output_text output_subarea output_pyout"> | |
<pre> | |
<matplotlib.legend.Legend at 0x10db80290> | |
</pre> | |
</div> | |
</div> | |
<div class="output_area"><div class="prompt"></div> | |
<div class="output_png output_subarea "> | |
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAX4AAAEPCAYAAABFpK+YAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz | |
AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd8jef/x/HXiQSxIkvIIDIQI4MMK5HYq2q0VqlSqkqN | |
Vr/VoUXtVlu1alRRqnSovfdMjEgQI0QksojIIGRevz9O5SclFTknuU9Orufj4fFwcu5zXe8TJx93 | |
rvu6r0slhBBIkiRJZYaB0gEkSZKkkiULvyRJUhkjC78kSVIZIwu/JElSGSMLvyRJUhkjC78kSVIZ | |
o3Hh37VrFw0aNMDZ2Zk5c+Y883xiYiKdO3fG3d2dxo0bs2rVKk27lCRJkjSg0mQef05ODvXr12ff | |
vn3Y2Njg5eXF+vXrcXFxyTtmypQpZGRkMGvWLBITE6lfvz4JCQkYGhpq5Q1IkiRJL0ejM/6goCCc | |
nJywt7fHyMiI/v37s3nz5nzH1KpVi9TUVABSU1MxNzeXRV+SJElBGlXgmJgY7Ozs8h7b2toSGBiY | |
75gRI0bQtm1brK2tSUtLY+PGjZp0KUmSJGlIozN+lUr1wmNmzpyJu7s7sbGxnD9/ntGjR5OWlqZJ | |
t5IkSZIGNDrjt7GxITo6Ou9xdHQ0tra2+Y45ceIEn332GQCOjo7UrVuXq1ev4unpme84Jycnbty4 | |
oUkcSZKkMsfR0ZHr16+/1Gs0OuP39PQkPDycyMhIMjMz2bBhAz169Mh3TIMGDdi3bx8ACQkJXL16 | |
FQcHh2faunHjBkII+UcIvvzyS8Uz6Mof+b2Q3wv5vfjvP0U5YdbojN/Q0JCFCxfSqVMncnJyePvt | |
t3FxcWHp0qUAjBw5kk8//ZShQ4fi5uZGbm4uc+fOxczMTJNuJUmSJA1oPL2mS5cudOnSJd/XRo4c | |
mfd3CwsLtm7dqmk3kiRJkpbIO3d1kL+/v9IRdIb8Xvw/+b34f/J7oRmNbuDSJpVKhY5EkSRJKjWK | |
UjvlnVSSVELMzMy4f/++0jGkUsrU1JSkpCSttCXP+CWphMjPuKSJgj4/RflcyTF+SZKkMkYWfkmS | |
pDJGFn5JkqQyRhZ+SZL0koGBARERES887tChQ/kWmywLZOGXJAkAe3t7Dhw4oHQMqQTIwi9JEvDi | |
2SHZ2dklmEYqTrLwS5LE4MGDiYqK4pVXXqFq1ap88803REZGYmBgwMqVK6lTpw7t27fn8OHDzwyL | |
2Nvbs3//fgCEEMyePRsnJycsLCzo169fgfcuHDp0CFtbW77++mtq1KiBtbU1f//9Nzt27KBevXqY | |
m5sze/bsvOMzMjIYP348NjY22NjYMGHCBDIzM/Oe//rrr7G2tsbW1paVK1fm6ysjI4OJEydSp04d | |
atasyahRo3j8+LG2vn2ljiz8kiTxyy+/ULt2bbZt20ZaWhoTJ07Me+7IkSNcuXKFXbt2FTiP/Mne | |
HD/88ANbtmzhyJEjxMXFYWpqyujRowvsNyEhgYyMDOLi4pg2bRrDhw9n3bp1BAcHc/ToUaZNm8at | |
W7cAmDFjBkFBQYSEhBASEkJQUBDTp08H1Ht/z5s3j3379nHt2rW8FYGfmDRpEtevXyckJITr168T | |
ExPDtGnTNP6+lVpCR+hQFEkqFoX5jIPmf4rK3t5e7N+/P+/xzZs3hUqlEjdv3sz72sGDB4WtrW2B | |
r3NxccnXRmxsrDAyMhI5OTnP9Hfw4EFhbGwscnNzhRBCpKamCpVKJYKCgvKOadasmdi8ebMQQghH | |
R0exc+fOvOd2794t7O3thRBCDB06VHzyySd5z127dk2oVCpx48YNkZubKypXrixu3LiR9/yJEydE | |
3bp1C3xPuqigz09RaqdcskGSdIgu3tj7MjNeIiMj6dWrFwYG/z+YYGhoSEJCArVq1XrmeHNz87zf | |
FoyNjQGwsrLKe97Y2JgHDx4AEBsbS506dfKeq127NrGxsQDExcXh5eWV77kn7t69S3p6Os2aNcv7 | |
mhCC3NzcQr8vfSMLvyRJQMFbqT799cqVK5Oenp73OCcnh7t37+Y9rl27Nj///DMtWrTQej5ra2si | |
IyNxcXEBICoqChsbGwBq1apFVFRU3rFP/93CwgJjY2PCwsKe+59PWSTH+CVJAtRn2i/azalevXo8 | |
fvyYHTt2kJWVxfTp08nIyMh7/t133+XTTz/NK7x3795ly5YtWsk3YMAApk+fTmJiIomJiUybNo1B | |
gwYB0LdvX1atWsXly5dJT09n6tSpea8zMDBgxIgRjB8/Pu8/qZiYGPbs2aOVXKWRLPySJAHwySef | |
MH36dExNTfn222+BZ38LMDExYfHixQwfPhxbW1uqVKmSbyho3Lhx9OjRg44dO1KtWjVatGhBUFBQ | |
gX3+u/2CfusA+Pzzz/H09MTV1RVXV1c8PT35/PPPAejcuTPjx4+nbdu21KtXj3bt2uVra86cOTg5 | |
OdG8eXNMTEzo0KED165dK1S/+kiuzilJJUR+xiVNyNU5JUmSpCKThV+SJKmMkYVfkiSpjJGFX5Ik | |
qYyRhV+SJKmMkYVfkiSpjJGFX5IkqYyRhV+SJKmMkYVfkqQy4cn+AkoszvbWW28xefLkQh379P4G | |
xUUWfkmSpGL29J4F2jy2qDQu/Lt27aJBgwY4OzszZ86c5x5z6NAhPDw8aNy4Mf7+/pp2KUlSMSsN | |
2yzm5OQoHeGl6NJyHRoV/pycHMaMGcOuXbsICwtj/fr1XL58Od8xycnJjB49mq1bt3Lx4kX++OMP | |
jQJLklQ87O3tmTt3Lq6urlStWpXc3FxOnTpFy5YtMTU1xd3dncOHD+cdn5SUxNChQ7GxscHMzIxe | |
vXrlPbd8+XKcnZ0xNzfn1VdfJS4uDoBRo0bx0Ucf5ev31Vdf5bvvvgPUa+736dOHGjVq4ODgwIIF | |
C/KOmzJlCq+99hqDBw/GxMSE1atXk5KSwttvv5235eLkyZPzhnJyc3OZOHEilpaWODo6sn379he+ | |
/2+++Sbv/b/99tskJCTQpUuXvIXdkpOT847fsmULjRo1wtTUlICAAK5cuZL3XHBwME2bNqVatWr0 | |
79//mW0et23bhru7O6amprRq1YoLFy4U6t9Ia4q6G4wQ6l1sOnXqlPd41qxZYtasWfmOWbRokZg8 | |
efIL29IwiiTpPF3/jNepU0d4eHiI27dvi8ePH4vbt28Lc3PzvF2v9u7dK8zNzUViYqIQQoiuXbuK | |
/v37i+TkZJGVlSWOHDkihBBi//79wsLCQgQHB4uMjAzx/vvvCz8/PyGEEEeOHBF2dnZ5fSYlJQlj | |
Y2MRFxcncnJyRNOmTcVXX30lsrKyREREhHBwcBC7d+8WQgjx5ZdfCiMjo7wduR49eiR69uwp3n33 | |
XZGeni7u3LkjvL29xdKlS4UQQixZskQ0aNBA3L59WyQlJQl/f39hYGDw3N3AhFDvJNaiRQtx584d | |
ERMTI2rUqCE8PDzE+fPnxePHj0Xbtm3F1KlThRBCXL16VVSuXFns27dPZGdni7lz5wonJyeRlZUl | |
MjIyRO3atcX3338vsrOzxR9//CGMjIzy6uC5c+dEjRo1RFBQkMjNzRWrV68W9vb2IjMzMy/H07uY | |
PVHQ56conyuNNmKJiYnJtySrra0tgYGB+Y4JDw8nKyuLgIAA0tLSGDduHIMHD9akW0nSW6qpmo/t | |
ii+LNqSgUqkYO3Zs3uYma9eupWvXrnTu3BmA9u3b4+npyfbt2+nQoQO7du0iKSkJExMTAHx9fQFY | |
t24db7/9Nu7u7gDMmjULU1NToqKiaN26NSqViqNHj+Lr68sff/xBy5YtqVmzJoGBgSQmJuYttVy3 | |
bl2GDx/Ob7/9RseOHQFo2bIlPXr0ACAlJYWdO3eSnJxMxYoVMTY2Zvz48Sxfvpx33nmHjRs3MmHC | |
hLz38+mnn+b7jeV53n//fSwtLfPej5WVFW5ubgD06tUr76Lrhg0b6N69O+3atQNg4sSJzJ8/n+PH | |
j6NSqcjOzmbcuHEA9OnTJ9/uYMuWLWPkyJF5X3vzzTeZOXMmp06dyvseFjeNCn9hLkBkZWVx7tw5 | |
9u/fT3p6Oi1atKB58+Y4Oztr0rUk6aWiFm1tefpE7tatW/z+++9s3bo172vZ2dm0bduW6OhozMzM | |
8or+0+Li4vD09Mx7XLlyZczNzYmJiaF27dr079+f9evX4+vry6+//sqbb76Z119sbCympqZ5r83J | |
ycHPzy/vsa2tbb58WVlZ+XbVys3Nzdt2MS4uLt/7eXo7xoL8e9vHpx9XrFgx3zaQT7enUqmws7Mj | |
JiaGcuXK5f1n88TTW0beunWLNWvW5BvGysrKyttGsiRoVPhtbGyIjo7OexwdHZ3vHwbUH6QnW58Z | |
Gxvj5+dHSEjIcwv/lClT8v7u7+8vLwRLUgl7+mSudu3aDB48mGXLlj1zXFxcHElJSaSkpDxT/J9s | |
kfjEw4cPuXfvXl4xHDBgAB07duTjjz8mKCiIzZs35/VXt27dfBuk/Dvb0/ns7OyoUKEC9+7dy7fH | |
7xP/tR1jYYkCLsja2NjkG5cXQuSrfzExMfmOv3XrFk5OToD6fX722Wd8+umnL50H1JNlDh06VKTX | |
5nnpwaGnZGVlCQcHB3Hz5k2RkZEh3NzcRFhYWL5jLl++LNq1ayeys7PFw4cPRePGjcWlS5eeaUvD | |
KJKk83T9M/7vseXo6GhRs2ZNsXv3bpGdnS0ePXokDh48KG7fvi2EEKJbt25i4MCB4v79+yIzM1Mc | |
PnxYCCHEvn37hKWlZd7Y+NixY4Wvr2++vlxcXET79u1F79698772ZIx/zpw5Ij09XWRnZ4sLFy6I | |
06dPCyHUY/yDBg3K186rr74qxo0bJ1JTU0VOTo64fv16Xo4lS5aIhg0b5o3xt23bVqhUqv8c43/6 | |
/Q8aNEhMmTIl7/Hy5ctF+/bthRBCXLlyRVSuXFns379fZGZmiq+//lo4OjrmG+OfP3++yMzMFH/+ | |
+We+Mf4zZ84IOzs7ERgYKHJzc8WDBw/Etm3bRFpa2nNzPFHQ56conyuNZvUYGhqycOFCOnXqRMOG | |
DenXrx8uLi4sXbqUpUuXAtCgQQM6d+6Mq6srPj4+jBgxgoYNG2r2v5UkScXO1taWzZs3M3PmTGrU | |
qEHt2rWZN29e3qyZX375BSMjIxo0aICVlRU//PADAO3ateOrr76iT58+WFtbc/PmTX777bd8bQ8c | |
OJADBw4wcODAvK8ZGBiwbds2zp8/j4ODA5aWlrzzzjukpqYCz5/fvmbNGjIzM2nYsCFmZma8/vrr | |
xMfHAzBixAg6deqEm5sbnp6e9OnT56Xnxz99/NP9169fn7Vr1+ZdE9i+fTtbt27F0NCQ8uXL89df | |
f7Fq1SrMzc3ZuHEjffr0yWunWbNmLF++nDFjxmBmZoazszNr1qwp0e0f5daLklRC5Gdc0oTcelGS | |
JEkqMln4JUmSyhhZ+CVJksoYWfglSZLKGFn4JUmSyhhZ+CVJksoYje7clSSp8ExNTUt0rrakX55e | |
ykJTch6/JOkRh0mv0cK8B+s+erNY2j8dc5pBmwZxdcxVJk6E6tXhnzXVJIXIefySVIZl52Zzy+AA | |
Q1p3KLY+mlk3Iy0jjfB74fj6wtGjxdaVVIzkUI8k6Yk9F89Aqi3tvGu9+OAiMlAZ0NW5K9vDtzO4 | |
9XjefBOys8FQVpISk5YGZ85AaCg8fFi0NuQZvyTpiV9O7KF2VkfKlSvefro5d2PbtW2Ym4OtLYSE | |
FG9/klpQEAwYoP6eT54M4eFQ1NFxWfglSU8cjd1Da+uOxd5Pe4f2BMYEkpaRRuvWcrinuN29qy74 | |
vXpBixYQEQHHjsHChfDZZ0VrU/6CJhWLxPRE9t7Yy4U7F3iY+RA7Ezs6OnbE1cpV6Wh66WHmQ+II | |
5jWv1sXeV9UKVWlh24K9EXvx9e3Npk0wfnyxd1smHT4Mb7yhLvzXrkHlytppVxZ+SSNRUepfQW/c | |
gPR0SDWI5HSVLwnN2EJbhzY0q9UMy0qWRNyPoPuv3XE2d2ZR10U0sGigdHS9cuzWSYjzwK9FpRLp | |
78lwz5e+vfngA/WQg5ypql0bN8KYMfDLL9Cpk3bblkM90kuLiYGpU6FhQ2jWDNauhYS7ORw3mMVS | |
0YyUSAeqr75B6Kd/Y3BsMsMaTmBB1wXcGHuDXg164fuzL1uublH6beiVTeeOUj3FDy1O9f5P3ep1 | |
Y+f1ndSuLahYUX02KmnP2rUwYQLs3av9og+y8Esv4cYNGDwYmjSBO3dg1SpISIAlv8QR4tqRHPs9 | |
XB5/jgsLvuTWFTP+/BOuXgUnJ/j5ZzA0MGKM9xh2DNzByG0j+SPsD6Xfkt44GHEED7OS2agbwMnM | |
CWNDYy7dvSSndWrZnj3w4Yewbx/8s8+71snCL71QcrL6V04fH3URj4yERYvA2xsu3AnBe4U3re1a | |
s2/wPupUV28qrVKBhwesWaP+AC9YAD17qqeiedl4sfONnby3/T1Ox5xW9s3pgYzsDCIen6ZL45Yl | |
2m97h/bsvbGX1q3h+PES7VpvXb4MgwbBH3+Ai0vx9SMLv1QgIWDDBvWQTk6O+uz9yy+hWjX18/si | |
9tHhlw580+EbpgZMpZzB8+cRurlBYCBYWYGvr3qoyL2mO0u7L+X1318nNSO1BN+V/jkbdxbD5PoE | |
tDR58cFa1MGhA/tu7qNFC/W/r6SZ9HTo2xdmzFD/nBQnnVqywX3aIJb0nULz+o5Kx1FERgasXw+r | |
NkVx9tFfPDQJwsAklkoVDbGvbk83txaM7dyNWlVrFnuWiAh47z11kV66FFr+62RyTcgaPtr7Eb+/ | |
/jt+dfwK1aYQMHOmevzyyBGwtIThW4ZTTlWOpa8sLYZ3UTZM2TebGfMTSP/rO4yMSq7fe+n3qDu/ | |
LvEfJGJlUZ7oaPUSDlLRvPuu+jfitWtf7kJ5qV+yoVxyPVr+3Jz3vt9W5BsTSqudO8G5aSyfnR7C | |
Oa+mdBt6gRWTOvPn2C+Z2vF/2JVrxqKde7Gd7YL7nJ4cuFE8g6qZmTB7tnoYJyAAzp3LX/SFEMw6 | |
OosvD33JoSGHCl30Qf1h/uwzeO019QWrBw9gXsd5bA/fzsnok8XwbsqGnWFHcDLyLdGiD2BeyZx6 | |
5vU4E3+KZs3kWb8m9u9X14AlS0podpTQEU+ibDx+ShhOqiF6TNgtcnMVDlUCcnOF+PJLIcxbbhbV | |
Z9QQn+z7RNx/dL/AY7fueihcBi8Rhh/WFa6zu4uQ2DCtZTl6VIhGjYTo0kWIGzeefT47J1uM2T5G | |
uC5xFTGpMUXuJzdXiKFDhejXT/33VcGrRPMVzUVuWfgH17Kc3BxRcYqJGDUxQZH+J+2dJD7f/7n4 | |
+GMhpkxRJEKp9/ChEA4OQmzfXrTXF6WM61zhF0KInZeOCMNPaogREyMVTFT8cnOFmDBBCNveC0TN | |
udbiZPTJQr/2wJHHwunNb4TBJAvRed7/xP0HD4ucIypKiLfeEsLaWojffxfP/Q/3cdZj8frG14X/ | |
Kn+R/Ci5yH09kZ4uRNOmQnz3nbp4efzoITZe3Khxu2XNpTuXROVPHMVvvynT/74b+0TzFc3Fpk1C | |
dO6sTIbS7tNPhRgwoOiv15vCL4QQ0/Z9IyqOaS5+XpWtUKLiN2uWEHavLhN1vq0rbt6/WaQ2/toT | |
L6xG9xOGE5zEe18fEGlphX9tZKT6Px4zMyE++USI5ALq+b30eyJgVYB4beNr4lHWoyLlfJ6ICCHM | |
zYW4dEmIrVe3CtclrvKs/yWtPLdSVBo0UISHK9P/o6xHosrMKuJK5H1haipETo4yOUqrqCj1z190 | |
dNHbKErh16kx/qd93vYDGjcoz5hVSwkLUzqN9u3YAV9v2UJmqy/Z++Zu7KvbF6mdXh2siF/4G3Pa | |
fcvP94dg9tYIXn/zPn/+qZ5j/zQh4NYtWLkSunWDpk3VX7t0SX3R1eQ5k0IuJFzAe7k37jXd+a3P | |
b1Q0rFiknM9Tty5Mnw5vvQWd6nYDYEf4Dq21XxYcvH6K3GgfHBWaD1HRsCIt7Vpy+dEhTEzUC4dJ | |
hffpp+pJFLa2Jdxx0f+f0a7nRbmYcFFUmWohmrWJF9l6dOKfkCCEuXO4qD7DUgTdDtJauymPU8TQ | |
398TVadaCdc3V4lqJrnCxEQIZ2f1GGKVKkLUrClE375CrFmjHlssSG5urlh9frWwmGshfgn5RWsZ | |
n+1HiLZthfj2WyF+u/Cb8F3pW2x96SOHuW6i6SuBimaYe2yuGL19tOjfX4hVqxSNUqqcOaP+eUxN | |
1aydopRxnZrO+bwo43aO548/BZPc5vP++woE0zIh4NU+jwls0pLJ3YYxxnuM1vs4E3uGUdtHYWxo | |
zGc+c7Ev1xxDQzA3L9x0u5jUGEbvGE3E/QjW9FqDe013rWd82uXL4OcHIRey8PrVnl1v7KKJVZNi | |
7VMfPMx8iOmsGoxKTWL+vAqK5Tgdc5phW4YxPPMCV66oZ6ZIL9a9O3Ttqj7j10Spn875PJ/6fsJD | |
x7V8MS+KO3eUTqO5P/6Ak0bT8alfm9Feo4ulD09rT069fYrBroN5Z08/xp7uRAR7qVot5z9fdzv1 | |
Nh/v/RjXH11xtXLl9IjTxV70QX2H4sCBMH2aESOajuDHMz8We5/64EzsGaqmN8GnmXJFH8CjlgdR | |
KVE0aJrIqVOKRik1zp2D4GAYNkyZ/nX+jB/g0/2fsmX/XdqkLGfRohIOpkWPHoFjywukv96WsPdD | |
sK5qXex9ZuZksvr8apaeXUpsWizdnLvhbeONnYkdlYwqcS/9HmF3wzgYeZDg+GAGNh7Ix60/xrZa | |
yQ46JiVB/frw554Yeu5pwq3xt6haoWqJZiht5h6fy4wfYgmc+j0NFF7stOu6rgxpMpxhLXpz5472 | |
lg/WV336qO/OfZnlrHNyczgYeZB9EfsIigkiOjWajOwMoj+Ifukz/lJR+JMeJeE43wnVjxc4uduG | |
+vVLOJyWTPsqh/kPWjHz9aGM9BxZ4v1fSbzCvoh9nI49TfyDeB5mPsSikgWOpo741vGlo2NHKhmV | |
zLK+zzNjhnrYJ/2V3nRx6sKIZiMUy1IavLK2N3vnv0564AAMFP7dfe7xudxOvc3paT8weza0aaNs | |
Hl126RK0a6e+O75SIX7c0rPSWRS0iB+CfsCqshXd63WnhW0L7KvbY17JHMvKli9d+DW+uLtz505R | |
v3594eTkJGbPnl3gcUFBQaJcuXLizz//fO7zL4oydsdY0earj0XfvhrFVczt20JU8l0umi1qKXJy | |
5Zy350lJEcLCQoiF+/4Wfj/7KR1H55nPtBaeHZ5zp50CTkWfEk0WNxHjx6unKUsFGzpUiBkzCnfs | |
5iubhc08G9F7Q29xPu78c48pShnXqPBnZ2cLR0dHcfPmTZGZmSnc3NxEWNizd5JmZ2eLgIAA0a1b | |
N/HHH388P8gLwt9IuiHMZpsLC+s0cfmyJqmVMWJ0mqjyhbUIvK3sDAxdN326EP3fyBDmc8xF5H39 | |
voFPE9Ep0aLyFEvx/ljduO8hMztTVJ1ZVSxbmyh69lQ6je66c0eI6tWFuHv3v497lPVIDPt7mHCY | |
7yAORx7+z2OLUvg1+gUxKCgIJycn7O3tMTIyon///mzevPmZ4xYsWMBrr72GpaVlkftyMHUgoK4/ | |
3iNXMnOmJqlL3u3b8MuNebSv54e3jbfScXTamDGwe0d5Otfuw/qL65WOo7OCYoIweeCNZzPd2PbK | |
qJwRLe1akmN7hKAgpdPorhUroHdvsLAo+JiEBwkErA4gLTONkHdDXmo9rMLSqPDHxMRgZ2eX99jW | |
1paYmJhnjtm8eTOjRo0C1GP5RfVhiw+5VPV7tu/I5caNIjdT4ibPiQefH/i2ayn7H0sBJibqzV5E | |
6Busu7BO6Tg662zsWR5HNKNpU6WT/D9/e38uPzpMVpb6ZEfKLzsbFi/mP6elxz+Ix3+1P+3rtmfD | |
axuoUr5KsWTRaM/dwhTx8ePHM3v27LyLt+I/LkJMmTIl7+/+/v74+/vne765bXPMKlWnxai9fP11 | |
J34sBbP+YmJgfdRcBgcMoq5pXaXjlApjx4K3T2uMP0km7G4YDS0bKh1J5wTdPseD66MUn83ztDZ1 | |
2jBq+yi8vdX7MJf43ag67u+/1XeruxcwQzr+QTwBqwMY2Hggk9tMLrCdQ4cOcejQIY2yaFT4bWxs | |
iI6OznscHR2N7b/+tc+ePUv//v0BSExMZOfOnRgZGdGjR49n2nu68D+PSqViZLORbK74I7sWdmLG | |
DPVNSbps9oIEcF/F1A4XlY5Sajg6gp+vAfdzerLp8iZZ+P9FCMGZmLM0Mm2KoUY/wdrlae1JxP0I | |
ungnERhoRu/eSifSLQsWFHy2n56VzivrX6Fvw77/WfTh2ZPiqVOnvnQWjYZ6PD09CQ8PJzIykszM | |
TDZs2PBMQY+IiODmzZvcvHmT1157jSVLljy36BfWwCYDORl/iI59Ylmq43t3pKfDT1e+pq/LGyUy | |
Z1+fvPsuxO7vxaYrm5SOonNi0mLIzobmjWyUjpKPUTkjmts2p4LzUTnO/y/XrsGVK+rtR/8tV+Ty | |
1t9vUd+8PlP8p5RIHo0Kv6GhIQsXLqRTp040bNiQfv364eLiwtKlS1laTFW5aoWq9GvUD4sOP7Fo | |
kXrjEF21ZM0dspusZGbXj5WOUup06AAZ1/y4nhhJdEr0i19QhpyNPUu1B81o1lQ3Luw+zd/enzuV | |
DnP2rHq7Tklt1Sr1tavnbZYz59gcolOjWdFjhUbXQF/KS88DKiYvE+Vc7Dlh962d8A/IFmvXFmMo | |
DeTmCmHR/2Pxyo+jlI5Sak2dKkT9j4eIH079oHQUnfLFgS9Ejf6fitOnlU7yrGO3jgmPHz2Es7MQ | |
Fy4onUY3ZGer97q4ePHZ505EnRA1vq4holOKvi5zUcq4zq/V8zwetTyoWaUmvsN28f336OQ2jdv2 | |
pHG/7nK+f/0jpaOUWkOHQsz+XvwZ9rfSUXTKmdhz3A9rRkMdvPThZeNFeFI4Hi2S5VaM/9izR32h | |
u1Gj/F9PeZzCG3+9wbLuy0p8iZRSWfgBRjQdQajhCpKT4fhxpdM865PfV+Ju0g4HMzmTp6js7KCF | |
VTsCo4PBwrqDAAAgAElEQVRIy0hTOo7OOH37LHaGTQt1u39JK1+uPN423pi6HpeF/x8rVz5/MbYJ | |
uyfQybETrzZ4tcQzldrC379xfw7fOsSQ0fEsWKB0mvyuhmdz2eR7vunzgdJRSr1hg6pQOdmHg5EH | |
lY6iE+LS4niUmUEzpzpKRymQX20/0i3ljVwA9+7B3r3wz8TGPPsj9rMvYh9zO8xVJFepLfxVK1Sl | |
j0sfshuvYu9e3bph5IPlm6hV2Rp/p+ZKRyn1XnkFHoZ0ZtOFXUpH0Qnn4s5hntUUN1fdu7D7hF8d | |
P65mHCY8HB4+VDqNsn7/HTp3zr+7XXpWOiO3jWRxt8WKrUBbags/wPCmw1kbtoKBbwiduZkrNVWw | |
O20ek9t/qHQUvVC5Mvjbdmbr5Z0vvwKhHjoXdw6D+Ga4uiqdpGDNbZtz8e4FXNwecO6c0mmU9dtv | |
MGBA/q/NPDqTZtbN6F6vuzKhKOWF38fGB2MjY7xfP8zy5fD4sdKJYMpPJ6homsjw1iU/bqevRvZq | |
RFp6FuFJckPXs3FnuR/WVKcLv7GRMR41PbBtcapMj/PHxEBoqPqM/4lbybdYcmYJ8zrOUy4Ypbzw | |
q1QqhnsMZ3ficjw8YMMGZfPk5sKyi/MY3mQ85QzKKRtGj3TpokJ1vQu/nZHDPWdizpEd3ZTatZVO | |
8t/86vhBncNlepx/wwb1DVsVntogbdL+SYzxGlPis3j+rVQXfoBBroPYfm07Q99L4ocflJ3aufLv | |
62RYHWV676HKhdBDFSpAS6vOrD+9U+koikp6lMT9R8m413GgpO7zKao2ddoQa3SkTJ/xr1+ff5jn | |
RPQJjt46yv9a/U+5UP8o9YXfvJI5XZ27klBjHampcPKkclmm7fmezjVGUKWC3HdO20a0DyA84zhZ | |
OVlKR1HMhYQL1KAJbq66/2Pb0q4lYffPkpr+mPh4pdOUvOvXIToaAgLUj4UQfLjnQ2a2m0nl8srX | |
B93/BBXC8KbDWRG8nNGjBT/8oEyGk+eTuG26jvlvjFEmgJ7r1dkMkeTI3rAzSkdRTGhCKBXuu+r0 | |
+P4TVStUxcXSBWf/oDI53PPbb/D66+Qtorfz+k7SMtIY5DpI2WD/0IvC72/vz8Osh7h2Oc2ePeqL | |
KiVtwtqlNCnfAwdLuRhbcahYERwM/Plpf9mdzx+aEEp6ZOko/KAe7qncsGwO92zY8P9z94UQfHHw | |
C6b4T8FApRslVzdSaMhAZcBwj+H8dm0FAwdS4lM7ExIzCVItZN7r8oat4vRKkwCORJfdwh+SEEpC | |
qCuNGyudpHD86viRUr3s3ch14wbcvQstWqgfb722lazcLHq76M461XpR+AGGuA/h97DfGTryAcuW | |
lezUzvHLN1BD5UL7xm4l12kZNLaHH4kVT5GUkqF0lBKXk5vDxTuXsDFqTJXi2ZRJ61rXbk34o1ME | |
nc0iN1fpNCVnyxb1jYcGBuoll784+AVT/afqzNk+6FHht65qjV8dP85nbcDdHTZuLJl+s7IEf8bN | |
42M/ebZf3OxrVqdqRn2WbC1jp5BAxP0Iqqgs8XAxefHBOsLM2AwHs7pUdjrHtWtKpyk5W7bAq//c | |
xrP5ymYMVAa8Wl+37uvRm8IP6oXbVgSv4P33KbGpnV+tPYhhhUzGdev84oMljXlaBPDXubI33BOa | |
EEr1x6VnfP8Jv9p+1PAqO+P8SUlw7hy0a6ce2591bBaT/SaX3Dr7haRXhb+zU2eiUqKo7XmR5GQ4 | |
dar4+1xw5lveqj9Bp36N02cDmgdw8eFBnVyKuziFJoQiEkph4a/jR5b14TJT+HfsgLZtwdgYDt86 | |
TEpGiiKrb76IXlUrQwNDhroPZeX5FYweTbFP7Vy/9zJpVU8zd5BuTNEqC/o2b02W5WnOherA+hwl | |
KPROKPcvl87CH8UxAoPKxnZcmzfDk51l5x6fy0ctP9LJk0LdS6ShYR7DWBu6lgGDH7NrF8TGFl9f | |
n237nvam71KlonHxdSLlY1KxGha48NPO00pHKVHnY0N5FOlK3VK2vYNVFSusq9XkUuIFHj1SOk3x | |
yshQL8Hcvbv6Zrvz8ed1Zt7+v+ld4XcwdcCjlgcH4zYV69TOoLAEIittZNGQ94qnA6lAza1bsefy | |
CaVjlJi0jDTiHsThauuEQSn8ifW3b4Ol52HOn1c6SfE6eBAaNwZLS/jm5DeM9RlLRcOKSsd6rlL4 | |
MXqx4R7DWRG8gjFjYNkySE/Xfh8jf/4WD8M3cKxppf3Gpf/0uk8rInOP8+CB0klKxsU7F6mhaoib | |
a+lc+M+vjh9Gzvp/gffJbJ7bqbfZenUr73q+q3SkAull4e/ZoCehCaEYWV2nVSvtn/WHht8jpNwK | |
VgxVfrGlsqhdvVYY1DnB/v1l4wpvaEIoxqmlb3z/Cb86ftytdITAIP399xJCXfh79IAlp5cwyHUQ | |
1StWVzpWgfSy8FcwrMCIpiP47uR3fPklfP21ds/6317+A00Me+PhoONr4+op66rWVClfld/2XVU6 | |
SokITQjl8a3SW/jtTOyoblyVY1cuKx2l2Jw7B1WqQB3Hx6wIXsFor9FKR/pPeln4Acb5jOPXi79i | |
5ZBAq1awZIl22r18M4WzBotY9uYk7TQoFUlL21bsu3Zc6RglIiQhlDsXXGnSROkkRdfW0Y/EykdI | |
TFQ6SfF4Mptn46WNuNd0p75FfaUj/Se9LfxWVazo36g/PwT+kHfWn5qqebtvLPgOF8Ou+NRz1Lwx | |
qci6NmnFA9Pj3LqldJLiJYQgJD4Uy9wm+fZtLW3a2Pth4qq/6/aoh3kEC4IW8L73+0rHeSG9LfwA | |
E1tOZOnZpdSpl0q3bvDVV5q1t+9UPOcrLGD9O9O0E1AqslZ2LTFyOM5BPb+JNyolCiNRGY/6lkpH | |
0UibOm14aHmYU4H6N84fGameNm5QO4ikR0l0ceqidKQX0uvC72jmSGenznx/6ntmzICff6bIa4YI | |
AUN+nkpb07dwrW2v1ZzSy2tcozFZFePZceiu0lGKVWhCKGZZpXd8/wkHUwfKl4fDIRFKR9G6rVvV | |
c/cXn1nAe57vlYptV/W68ANMC5jG/MD5GFS9w6RJ8N57FGmlwDk/XSHB/A/Wvfup9kNKL62cQTk8 | |
azZnf/gJvV6+ITQhFNWd0l/4VSoVvrX9OJt4RO/+vTZvBt8u8WwP384wj2FKxykUvS/8DqYODGoy | |
iK8Of8X48fDwISxc+HJtxMYKvggcxfimn2FVzbx4gkovrX29VmTVPE54uNJJis+FOxdIueaKmx6s | |
+N25QRtEncPcuKF0Eu1JToagILhpuoLXG76OqbGp0pEKRePCv2vXLho0aICzszNz5sx55vl169bh | |
5uaGq6srrVq1IjQ0VNMuX9rnfp+z4dIGLiWGsGaNeqz/woXCvTYrCwI+WIWl7QPm9Nb9izZlSeva | |
rahY7zgHDiidpPicjwsl7borjnowl8Cvjh/Y69eNXDt3gl+bXNZcXKHTN2z9m0aFPycnhzFjxrBr | |
1y7CwsJYv349ly/nn6vr4ODAkSNHCA0NZfLkybzzzjsaBS4Ky8qWzGo3i+Fbh+PgmMP8+eqNEuLi | |
/vt1QsDbE24T6TSJLcOXlYqxu7LEy8aLFOPz7DugnxuwP85+zM3kmzSyakA5PfjouVi4oCqfxv4z | |
0UpH0ZrNm8Gp017MK5nTtFZTpeMUmkaFPygoCCcnJ+zt7TEyMqJ///5s3rw53zEtWrTA5J95aD4+ | |
Pty+fVuTLotsmMcwqlWoxvQj0xk4EEaMUK+ZXdB0wNxcGDs+m00GA/if3zia2XiUbGDphapVqIa9 | |
SV32X7yglzs8hd0Nw0LljHuT8kpH0QqVSkUzCz+O3DqidBStyMyE3bvherXljGg6Quk4L0Wjwh8T | |
E4OdnV3eY1tbW2L+Y6fzn376ia5du2rSZZGpVCrW9lrLsnPL2H19N599Bu+8A82bw/r1kPPUqrFX | |
rkCnzoI/08fi7VGZqR3kzVq6qpW9N0Z1A7l4Uekk2heaEErlB6X/wu7TujXx45Y4QoYe7J55+DA4 | |
uCZwPG4/A5sMVDrOSzHU5MUvs6vMwYMHWblyJcePF3y35ZQpU/L+7u/vj7+/vwbpnlWrai1+6/Mb | |
fTb24a9+fzF+fGu8vGDiRJgwARo1Um+SHBsncB3/GTXMT7Jp4GGdXE9bUvOx8eF445McODBKrwok | |
qAt/ZrQrbro/LbzQOjj78YXjEkJDwctL6TSa2bIFanRYg1uDXlSrUK3E+j106BCHDh3SrBGhgZMn | |
T4pOnTrlPZ45c6aYPXv2M8eFhIQIR0dHER4eXmBbGkZ5Kbuv7xYWcy3ELyG/iNzcXCGEEBERQuze | |
LcTeY0mi38b+wnu5t4hPiy+xTFLRBMcFC+uZLqJ3b6WTaF+71e2EcZOd4t49pZNoT3ZOtij/hYmY | |
Mb90/2zl5gpha5cr7L+pJ45HHVc0S1Fqp0ansp6enoSHhxMZGUlmZiYbNmygx5PtZ/4RFRVF7969 | |
Wbt2LU5OTpp0pzUdHTuyb/A+5h6fS/OfmjP3+Fz231/B9pxxDDxRH/NKZhwacgirKnLJZV3XuEZj | |
knOjOByYolfzw4UQBMeGUD3DFTMzpdNoTzmDctQ3bs3uy0eVjqKRkBDItT1CJWNDWti2UDrOS9No | |
qMfQ0JCFCxfSqVMncnJyePvtt3FxcWHp0qUAjBw5kmnTpnH//n1GjRoFgJGREUE6sGCHW003gkcG | |
syN8B/si9hF2N4x65vU4Puw4zubOSseTCsnQwJCm1h5cszvN1avtadBA6UTakfAwgaxsgY9TLaWj | |
aF07Jz9WhR4GXlM6SpFt3gzVAtQXdXVtI/XCUP3zq4LiVCoVOhJFKmUm7pnIvm2mjG7yGSNK1+SK | |
Au25sYd3186m3+MDzJqldBrtOhEViO+cd0icHoJp6bjf6RluzZO40d2BWx/cwLySsjd1FqV2yquW | |
UqnnY+MD1kEcLd2jB/mEJoRSLlG/ZvQ84WXTFJVZBPtPJCkdpUiio+F6pbW80qCr4kW/qGThl0o9 | |
bxtvbqsCOXJUf35jDE0IJTVcP5Zq+DejckbYqpqz6ewxpaMUyZYtgvLNl/NOs9L766Us/FKpV9uk | |
NoblIFUVhUL3B2rd+bhQUq65Uq+e0kmKR4tabTgVVzpv5FpzIIiKVR/jb++vdJQik4VfKvVUKhU+ | |
tj44tQnUi+GerJwsrt27SgPzhhhqNP1Cd/Xx9CNKVfpW6kxNhWDVct71frtUXtR9QhZ+SS94W3tT | |
uZ5+jPNfvXeV6gZ18GhcSekoxaabuzc5ppe5EJ6sdJSXsml7GsLlT0b6vKV0FI3Iwi/pBR9bH5Ir | |
B3KkdI4e5BOaEEqVh0308sLuE8ZGFbF83IrVR0rX0qqLj66nceUAalapqXQUjcjCL+kFL2svwh8E | |
c+t2FvfuKZ1GM6EJoWTf1s8ZPU/zNO3I3og9SscotKwsOCtW8IF/6b2o+4Qs/JJeMKlogp2JHY0C | |
LvIfy0GVCqEJody9qP+F//WmHbmas7vU3L+zelcI5UziGejdUekoGpOFX9Ib3jbeWHmc5ljpnCWY | |
Jzg2lMoPXbEs3furv1C/gEZk5WZwPrp0bMm18MQKWlUaphf7csjCL+kNb2tvsmqc5uRJpZMU3b30 | |
e6Q8TqWpQx2loxQ7Y2MVNdI68tOBvUpHeaH0zEdc4Fc+6Vw69tR9EVn4Jb3hZeNFdE4QwcHqTTJK | |
owt3LmCZ2wQ317Lxo9nSqiN7SsE4/3e7/6TCPW/ae9VWOopWlI1Pl1QmuFm5cSM5HIcGDwkOVjpN | |
0YQmhGKUpP/j+0+80aI9EbkHycrR7e0zl51dTgezEZTiqfv5yMIv6Y0KhhVoXKMxTq2DOXFC6TRF | |
cyHhAmk39HOphufp4lcDkeTA4RvKr9hbkGv3rhGbcZUJ3borHUVrZOGX9IqXtRfGTkGltvCfjw8l | |
+Yor9esrnaRkVKoEtdI7surobqWjFGjewZ8of/lNfFvqx97HIAu/pGe8bbxJrXqaEycodcsB5OTm | |
cOnOJepVb4yRkdJpSk6AXWf2R+1QOsZzZeZksj5sNd1qDadc6Z/Mk0cWfkmveNt4E5YSRG4uREUp | |
nebl3Lh/g8pY0rSRidJRStTA1q1IzIkgNi1W6SjP2HZtG6qk+gzprl+r5cnCL+mV+hb1ufvwLs18 | |
E0vdcE9IfAjVHrmVmQu7T/i1NkKEd+avi9uUjvKMRSeXk3VqBO3aKZ1Eu2Thl/SKgcoAT2tPajU7 | |
U+oKf2hCKDmxZWdGzxOVK0PdrFdYd3qr0lHyiUqJIjAmiC51+lCxotJptEsWfknveNt4g03pu8Ab | |
khBC4iW3MjOj52mvNurMuaTDpGelKx0lz8rglVjED6DPq8ZKR9E6WfglveNl7UUMQVy5Ag8eKJ2m | |
8IJjQ6mY4kqNGkonKXk9O5lSPtGTfRH7lI4CqPdEWHZmOXd3vEvXrkqn0T5Z+CW9423jzdn407i5 | |
C06fVjpN4SQ/TiYxPRGPOo5KR1GEjw9kX3qFjed1Y7jn7yt/Uy3HibaNG1O9utJptE8Wfknv2Faz | |
RYWKxq2iSs1wz4WEC1iKxri7lc0fSSMjaF3jFbaFbyNX5Codh8VnFlPp4mj69VM6SfEom58ySa+p | |
VCq8bbwxcTldagp/SEII5ZPK3oyep/X2d8IgvQbHo5RdV/vSnUtcuXuV8K096dFD0SjFRhZ+SS95 | |
23iTbhrEyZOQq/wJ5AuFJoSSdsMVDw+lkyinUyfIPN+XDZc2KppjyZkleJcbQfuA8lSrpmiUYiML | |
v6SXvKy9uJQchKkpXL2qdJoXC44NIeWqGw0aKJ1EOQ4OYBb3OhtC/yAnN0eRDGkZafx64VdSDr6j | |
t8M8IAu/pKe8bLw4F3eO5i1zdH64Jyc3h0t3L9HQogmGhkqnUdYrLetRPrMmx6KU2U3nl9BfaG3T | |
luDDNnTXnzXZniELv6SXzIzNsKpihYP3FZ0v/Dfu38BYWOLVpGwt1fA8nTtDhet92ajAcE+uyGV+ | |
4HzqJ4+lY0eoUqXEI5QYWfglveVl7YVhHd2/kSs0IZTKD1xp2lTpJMpr3x7uHurL75f+KPE1+rdd | |
24ZJBRMCf/dlwIAS7brEaVz4d+3aRYMGDXB2dmbOnDnPPWbs2LE4Ozvj5uZGcGndIUMqdbxtvIk3 | |
OE1sLNy7p3SagoXEh5AZ5VamL+w+YWwMHTwdMcl1ZNf1XSXa9zcnvmGw44dcDlPRrVuJdl3iNCr8 | |
OTk5jBkzhl27dhEWFsb69eu5fPlyvmN27NjB9evXCQ8PZ9myZYwaNUqjwJJUWN423pyODcLbG06d | |
UjpNwc7HhXL/iitNmiidRDf07AlVwofx8/mfS6zPwNuBRKVEcfdoH/r1gwoVSqxrRWhU+IOCgnBy | |
csLe3h4jIyP69+/P5s2b8x2zZcsWhgwZAoCPjw/JyckkJCRo0q0kFYp7TXfC7obh3fKxTg/3nI0J | |
oU5FN4z1b0mYIunWDW5s6cuBmwe48/BOifQ57+Q8xvmMZ90aQ956q0S6VJRGhT8mJgY7O7u8x7a2 | |
tsTExLzwmNu3b2vSrSQVSiWjStS3qE+NJiEcV/aeoAKlPE4h6XEi3s4OSkfRGebm0KxxNZpWfpW1 | |
oWuLvb+riVc5GHmQho/fpmJFaNas2LtUnEaTx1SF3HlY/GsrpIJeN2XKlLy/+/v74+/vX9RokgSA | |
t7U3GdWCOHvWh6wsdG5nq9CEUEwyG9HMQ4+2d9KCnj1h56VhrCw3mgnNJxS61hTFjKMzGOczjt/X | |
VGXIEHR+Q/VDhw5x6NAhjdrQqPDb2NgQHR2d9zg6OhpbW9v/POb27dvY2Ng8t72nC78kaYOXjRdH | |
bh3BwQHOnwcvL6UT5ReaEArxbni0VzqJbnntNZjSxA+rRjkcuXWENvZtiqWf8Hvh7Ly+k5m+C3D9 | |
Cy5eLJZutOrfJ8VTp0596TY0Gurx9PQkPDycyMhIMjMz2bBhAz3+tbhFjx49WLNmDQCnTp2ievXq | |
WFlZadKtJBWat403QTFBtGoFx5S5J+g/nY8PIfmqK+7uSifRLTY20NRDhV/FcXx36rti62fG0Rm8 | |
7/0+W383ISAArK2LrSudolHhNzQ0ZOHChXTq1ImGDRvSr18/XFxcWLp0KUuXLgWga9euODg44OTk | |
xMiRI1m8eLFWgktSYTS0bMjt1Nu4N0/WyXH+wFvnsch218ulfzX1xhsQv+tNjkcf53rSda23f+nO | |
JXaE7+B977EsXgyjR2u9C52lEv8egFeISqV65lqAJGmD78++jGowhQ96tSMuTnfGcLNysqgyw4Qu | |
F+/w90Y9vk20iJKToU4dGPbrJ2Sp0ljYdaFW2++6riudHDvRNGscI0bA5cu689l4GUWpnfLOXUnv | |
eVt7E5kdhKEhREQoneb/XU68TJWc2ni7y6L/PNWrQ8eOUOvWOH698Cu3U7U3G3Dvjb1cT7rOKK9R | |
LF4M771XOot+UcnCL+k9LxsvTscG0bo1OjXcExwXjOHdpnKphv/wzjvw24qaDG86ghlHZmilzayc | |
LD7c8yFz2s8hIbY8e/bAm29qpelSQxZ+Se9523hzOua0zl3gPRt3jpQrTfH0VDqJ7mrXDlJSoL3x | |
R2wM20jEfc1/ZZt3ch61qtaiZ4OefPstDBtGmbvGIgu/pPfqVq/L4+zHODeN0akz/uMR5zDLaIqF | |
hdJJdJeBAYwcCb+ttGBC8wl8sPsDjdoLvxfONye+YWn3pSQlqVi9GsaP11LYUkQWfknvqVQqvGy8 | |
eFj9NNHRkJSkdCL1EsBh987Twl6uzPYiQ4fCpk0wxHkiYXfD2HZtW5HayczJ5M2/32Sy32Tsq9uz | |
cCH06qWeOlrWyMIvlQne1t6ciz+Njw86sW5P+L1wjLItaNXMVOkoOs/SEvr1g2WLK7Kk2xJGbR9F | |
YnriS7czad8kLCpZ8L7P+yQmwoIF8OmnxRC4FJCFXyoTvG28CdKhC7zB8cEY3mmKt7fSSUqH//0P | |
liwBL4t29G/Un6Gbh5IrCr+Z8trQtWy6sonVPVdjoDJg9mzo2xccHYsxtA6ThV8qE7xsvDgdc5oW | |
LXN14gLv6dvneBDeVK7BX0gODurduRYvhhntZpDyOIXxu8YXav761qtbmbhnItsHbsfM2IyoKPj5 | |
Z5g8uQSC6yhZ+KUyoUblGlSvWB2L+tcJDoaMDGXzHL1+DptyTalcWdkcpcnnn8O8eZCWXJ4tA7Zw | |
5NYRxuwYU+BOXUIIfjzzIyO2jmDLgC00tGwIwLhxMHYs1KpVkul1iyz8UpnhbeNNWHIQ9evD2bPK | |
5RBCcCnpHC3rygn8L6NBA+jfH6ZMgeoVq3P4rcNEpkTi+7MvR28dzXf2fz7+PF1/7cqi04s4NuwY | |
3jbqMbXNmyEsDCZNUuhN6AiNVueUpNLEy9rrn/n8gzh+HFq2VCbHrZRbiCxj2jSTixW+rClToGFD | |
9Q1XXl4mbB2wldXnVzN863DSMtKobVKb2LRYAMb5jGOsz1iMyqnX4k5Kgvffh9Wr9X+HrReRhV8q | |
M7xtvPnryl9MaA2//goffaRMjnNx5yh3xwPvPsr0X5qZm8P8+TBkiPq3NmNjA4Z6DOUt97e4lXKL | |
uLQ4LCpZ4GTmlG8NfyHU00L79IGAAAXfgI6QQz1SmdHMuhmhCaF4t8jk2DHILfykEK06GhFExk0v | |
GjVSpv/Srl8/cHODd99VF3RQ36thX92eFnYtcDZ3fmbjlqlTIT4e5sxRILAOkoVfKjOqlK9C3ep1 | |
STK8iLk5XLigTI6D14JoUMVH53YDKy1UKvjpJ/VY/Rdf/H/xL8j338O6dbB1K5QvXzIZdZ0s/FKZ | |
8mRjFn9/0HD3uiLJyc3hcsoZ2rvICfyaqFRJXci3blWf+T969Owxjx7BmDGwbBns3Qs1apR8Tl0l | |
C79Upjwp/AEBcPBgyfd/JfEK5R5b0b6VWcl3rmdq1oQjR+D+fWjUCL77Dk6dgpMn4Ztv1BeB795V | |
36ltb690Wt0iC79UpnjbeBMYE4i/v7po5OSUbP8nogLJuulD8+Yl26++qlYNNm5Uz9S5eFF9hj92 | |
LFy7ph7e2bCh7K28WRhyVo9UprhauRKdEk15kySsrMwICaFE18PfdSEI8wxvzOQJv1b5+qr/SIUj | |
z/ilMsXQwBAfWx+ORx0nIKDkx/kDYwJpbuNTsp1K0r/Iwi+VOb61fTkadbTEx/nTs9KJz7pGN0+3 | |
kutUkp5DFn6pzGlduzXHoo7Rpg0cPQrZ2SXT79nYcxgkNiLAt2LJdChJBZCFXypzmts2JyQhhKqm | |
j7C1heDgkul318UgDBN8yuxSwJLukIVfKnMqGVWiSY0mBMYEluhwz55LgbhZePOvm0olqcTJwi+V | |
Sb611Ss6dugAe/YUf39CCC6lHaOHe6vi70ySXkAWfqlM8q3jy7HoYwQEQGAgPHxYvP1F3L9JRgb0 | |
7VC3eDuSpEKQhV8qk1rZteLU7VMYV87G07P4p3X+HniUigm+ODjIcR5JebLwS2WSeSVz7KrZcT7+ | |
PJ07w65dxdvf1tCjNDFpLcf3JZ0gC79UZrWt25b9Efvp1Kn4C39oylFecZW3lkq6QaPCn5SURIcO | |
HahXrx4dO3YkOTn5mWOio6MJCAigUaNGNG7cmB9++EGTLiVJa9rVbcf+m/txc4MHD+DGjeLpJy41 | |
gYfiDoM6Ni6eDiTpJWlU+GfPnk2HDh24du0a7dq1Y/bs2c8cY2RkxHfffcelS5c4deoUixYt4vLl | |
y5p0K0la0ca+DSdvnyQj53GxnvX/cvg4lZJaUqd2ueLpQJJekkaFf8uWLQwZMgSAIUOG8Pfffz9z | |
TM2aNXF3dwegSpUquLi4EBsbq0m3kqQV1StWp5FlI05Gn6RbN9iypXj6+evsUTzM5TCPpDs0KvwJ | |
CQlYWak3jLaysiIhIeE/j4+MjCQ4OBgfH7lIlaQbngz3dOmiXsf9OaOVGgtNPURfbz/tNyxJRfTC | |
wvDnhcwAAAwUSURBVN+hQweaNGnyzJ8t/zo9UqlUz+xz+bQHDx7w2muvMX/+fKpUqaJ5cknSgnYO | |
6sJfpQq0aQPbt2u3/Ys37/Co4k2Gd5E7bkm644Xr8e/du7fA56ysrIiPj6dmzZrExcVRo4C9zbKy | |
sujTpw+DBg2iZ8+eBbY3ZcqUvL/7+/vj7+//oniSpJGWdi25eOciKY9T6N3bhE2b4I03tNf+oh0H | |
qJXRBuMKcusLSTsOHTrEIQ1vPFEJ8aKtigv2v//9D3Nzcz7++GNmz55NcnLyMxd4hRAMGTIEc3Nz | |
vvvuu4KDqFRoEEWSiqzT2k6MbDYSP8veODpCfDwYG2un7brjhtPK0Y21Y9/XToOS9C9FqZ0ajfFP | |
mjSJvXv3Uq9ePQ4cOMCkSZMAiI2NpVu3bgAcP36ctWvXcvDgQTw8PPDw8GBXcU+alqSX0N25O9uu | |
bcPCQr0bl7bW7klLE9wy3MuYrh2006AkaYlGZ/zaJM/4JaXcvH+T5j81J+7DOBYvMuDkSfV+rZr6 | |
bk04n1wJ4NGM6P+8/iVJmijxM35J0gd1TetiWcmS0zGn6dcPtm2D1FTN2111dDdeZh1k0Zd0jiz8 | |
kgS8Uu8Vtl7biqUlBATAH39o1l5qKlzK3sKINq9oJ6AkaZEs/JIEdK+nHucHGDIEVq/WrL11f6ag | |
sjtFb7eOWkgnSdolC78kod6OMSYthlvJt+jaFcLCICKi6O3N374L1+q+VCkv71mRdI8s/JIElDMo | |
x6v1X+X3sN+pUEF91r94cdHaCguDWxW38HarHtoNKUlaIgu/JP1jQOMBrL+4HoAxY2DVKvWqnS/r | |
x+VZ4LSTng3l+L6km2Thl6R/+Nv7E5sWy7V717C3Bz+/lx/rv38ffj6ym0ZWLlhXtS6WnJKkKVn4 | |
Jekf5QzK0bdhX9ZfUJ/1f/wxzJkDjx8Xvo2FC8Gy7TqGeWpx3QdJ0jJZ+CXpKQObDGTdhXUIIfDx | |
AXd3WLq0cK9NTYX5P6Zx13QHfRv1Ld6gkqQBWfgl6SneNt6UL1eeQ5GHAJg+HWbNgrt3X/za6dPB | |
pddftLH3xaKSRfEGlSQNyMIvSU9RqVSM8hzFkjNLAHB1Va/WOW7cf78uJAR+/hnSGy3hnWbvlEBS | |
SSo6Wfgl6V8GuQ5ib8Re4tLiAPjqKzhzpuALvampMGAAjJl1hnsZ8XRz7laCaSXp5cnCL0n/YlLR | |
hEFNBvHtyW8BqFQJNm+G//3v2aUc7t+HHj3A3x8izBfwrue7lDOQe+tKuk2uzilJz3E79TauS1y5 | |
OuYqlpUtAQgOhp49oUUL6N4d4uJgwQLo3Rve+/w6LVc259r71zAzNlM4vVSWFKV2ysIvSQUYtW0U | |
lctX5puO3+R97cEDWLECTp0CU1MYPBhatoQ3N72Jk5kTX7T5QsHEUlkkC78kaVH8g3hcl7hyYMgB | |
GtdoXOBxZ2PP0u3Xblx7/xrVKlQrwYSSJNfjlyStqlmlJtMCpvHO1nfIysl67jEZ2Rm8veVtvun4 | |
jSz6Uqkhz/gl6T/kilxeWf8KdUzqsKjronybqgghGLp5KA8yH/D767/LDVckRcgzfknSMgOVAet6 | |
ryMoJohhW4Zx/9F9AO6l32PQpkFcvXeV1T1Xy6IvlSqy8EvSC1Sv+H/t3V1Ik30fB/Bv4p5YEj6p | |
ZaUDbU5tLKcwMItCkZUpeVIHK+ixtxGdRJ7kKqIXKNbLidhJN/RCUUcV2YsKkc0gDSVDQaMiR/hO | |
S4e0zKb+n4O4te7bl2vTXZd5fT9wHcz91Z9f5nfzepn/hWu3C5owDRJLE2H5y4KksiRELoxE9f+q | |
EfGfCKVHJAoId/UQBcDzzYO2/jbol+gRvSha6XGIeFYPEZHacB8/ERFNi8VPRKQyLH4iIpVh8RMR | |
qQyLn4hIZVj8REQqE3Tx9/X1wWq1Ijk5GZs2bYLX65107cjICDIyMrB169Zgvx0REc2SoIvf6XTC | |
arXi/fv3yM3NhdPpnHRtaWkpjEYjL2uXyOVyKT3CnMEsxjGLccxiZoIu/ocPH6KoqAgAUFRUhAcP | |
Hky4rqOjAxUVFdi/fz8v0JKID+pxzGIcsxjHLGYm6OLv7e1FbGwsACA2Nha9vb0TrisuLsbFixcR | |
FsbDCUREc0H4VHdarVb09PT86+Nnz5797faCBQsm3I3z+PFjLFu2DBkZGXyGJiKaK0SQUlJSRHd3 | |
txBCiK6uLpGSkvKvNUePHhXx8fEiISFBLF++XCxatEjs2rVrwq+n1+sFAG7cuHHjFsCm1+sD7u+g | |
36TtyJEjiI6ORklJCZxOJ7xe75QHeGtqanDp0iU8evQomG9HRESzJOgd7w6HA0+fPkVycjKqq6vh | |
cDgAAF1dXSgoKJjwc3hWDxGR8ubM2zITEZE8ZD/VpqqqCqmpqTAYDDh//vyEaw4dOgSDwQCz2Yw3 | |
b97IPKF8psvi9u3bMJvNSEtLw/r169Hc3KzAlKEn5TEBAA0NDQgPD8f9+/dlnE5eUrJwuVzIyMiA | |
yWRCdna2vAPKaLosPB4P8vLykJ6eDpPJhBs3bsg/pEz27t2L2NhYrFmzZtI1AfVmwEcFZmB4eFjo | |
9XrhdrvFjx8/hNlsFq2trb+tefLkidiyZYsQQohXr16JzMxMOUeUjZQsamtrhdfrFUIIUVlZOS+z | |
kJLD3+tycnJEQUGBuHv3rgKThp6ULPr7+4XRaBTt7e1CCCE+f/6sxKghJyWLkydPCofDIYT4mUNU | |
VJTw+/1KjBtyL168EI2NjcJkMk14f6C9Kesr/vr6eiQlJSEhIQEajQY2mw3l5eW/rfn1wrDMzEx4 | |
vd5JrxH4k0nJIisrC5GRkQB+ZtHR0aHEqCElJQcAKCsrw/bt27F06VIFppSHlCzu3LmDbdu2IT4+ | |
HgAQExOjxKghJyWLFStWYGBgAAAwMDCA6OhohIdPeYb6H2vDhg1YsmTJpPcH2puyFn9nZyd0Ot3Y | |
7fj4eHR2dk67Zj4WnpQsfnX16lXk5+fLMZqspD4mysvLcfDgQQDz9yQBKVl8+PABfX19yMnJgcVi | |
wa1bt+QeUxZSsrDb7WhpacHKlSthNptRWloq95hzRqC9KevTo9RfWPGP483z8Rc9kJ/p+fPnuHbt | |
Gl6+fBnCiZQhJYfDhw/D6XSO/W/Rfz4+5gspWfj9fjQ2NuLZs2f49u0bsrKysHbtWhgMBhkmlI+U | |
LM6dO4f09HS4XC58/PgRVqsVTU1NWLx4sQwTzj2B9KasxR8XF4f29vax2+3t7WN/sk62pqOjA3Fx | |
cbLNKBcpWQBAc3Mz7HY7qqqqpvxT708lJYfXr1/DZrMB+HlAr7KyEhqNBoWFhbLOGmpSstDpdIiJ | |
iYFWq4VWq8XGjRvR1NQ074pfSha1tbU4fvw4AECv1yMxMRHv3r2DxWKRdda5IODenNUjENPw+/1i | |
1apVwu12i6GhoWkP7tbV1c3LA5pCSMvi06dPQq/Xi7q6OoWmDD0pOfxq9+7d4t69ezJOKB8pWbx9 | |
+1bk5uaK4eFh4fP5hMlkEi0tLQpNHDpSsiguLhanTp0SQgjR09Mj4uLixJcvX5QYVxZut1vSwV0p | |
vSnrK/7w8HBcvnwZmzdvxsjICPbt24fVq1fjypUrAIADBw4gPz8fFRUVSEpKQkREBK5fvy7niLKR | |
ksWZM2fQ398/tm9bo9Ggvr5eybFnnZQc1EJKFqmpqcjLy0NaWhrCwsJgt9thNBoVnnz2Scni2LFj | |
2LNnD8xmM0ZHR3HhwgVERUUpPHlo7NixAzU1NfB4PNDpdDh9+jT8fj+A4HqTF3AREakM3yuZiEhl | |
WPxERCrD4iciUhkWPxGRyrD4iYhUhsVPRKQyLH4iIpVh8RMRqQyLn2gSDQ0NMJvNGBoags/ng8lk | |
Qmtrq9JjEc0Yr9wlmsKJEyfw/ft3DA4OQqfToaSkROmRiGaMxU80Bb/fD4vFAq1Wi7q6unn5FuGk | |
PtzVQzQFj8cDn8+Hr1+/YnBwUOlxiGYFX/ETTaGwsBA7d+5EW1sburu7UVZWpvRIRDM2P/9BJdEs | |
uHnzJhYuXAibzYbR0VGsW7cOLpcL2dnZSo9GNCN8xU9EpDLcx09EpDIsfiIilWHxExGpDIufiEhl | |
WPxERCrD4iciUhkWPxGRyrD4iYhU5v/7W7iT+b3v9wAAAABJRU5ErkJggg== | |
" | |
> | |
</div> | |
</div> | |
</div> | |
</div> | |
</div> | |
<div class="cell border-box-sizing text_cell rendered"> | |
<div class="prompt input_prompt"> | |
</div> | |
<div class="inner_cell"> | |
<div class="text_cell_render border-box-sizing rendered_html"> | |
<p>Hopefully you now have an idea of how to create a Problem class in SimPEG, and how this can be used with the other tools available.</p> | |
</div> | |
</div> | |
</div> |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment