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</div><h2>HL Paper 2</h2><div class="specification">
<p class="p1">Data analysis question.</p>
<p class="p1">An experiment is undertaken to investigate the relationship between the temperature of a ball and the height of its first bounce.</p>
<p class="p1">A ball is placed in a beaker of water until the ball and the water are at the same temperature. The ball is released from a height of 1.00 m above a bench. The maximum vertical height \(h\) from the bottom of the ball above the bench is measured for the first bounce. This procedure is repeated twice and an average \({h_{{\text{mean}}}}\) is calculated from the three measurements.</p>
<p class="p1" style="text-align: center;"><img src="images/Schermafbeelding_2016-08-29_om_15.14.15.png" alt="N15/4/PHYSI/HP2/ENG/TZ0/01_01"></p>
<p class="p1">The procedure is repeated for a range of temperatures. The graph shows the variation of \({h_{{\text{mean}}}}\) with temperature \(T\).</p>
<p class="p1" style="text-align: center;"><img src="images/Schermafbeelding_2016-08-29_om_15.16.03.png" alt="N15/4/PHYSI/HP2/ENG/TZ0/01_02"></p>
</div>
<div class="specification">
<p class="p1">A student hypothesizes that \({h_{{\text{mean}}}}\) is proportional to \({T^2}\).</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p class="p1">Comment, using <strong>two </strong>points on your line of best-fit, whether or not this is a valid hypothesis.</p>
<div class="marks">[3]</div>
<div class="question_part_label">b.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p class="p1">Suggest why using two points cannot confirm that \({h_{{\text{mean}}}}\) is proportional to \({T^2}\).</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p class="p1">The temperature is measured using a liquid in glass thermometer. Explain why it is likely that the uncertainty in \(T\) is constant.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.ii.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>coordinates of two points on the line correctly read from the graph; } <em>(check points read to within half a square and ignore omission of powers of ten in reading)</em></p>
<p class="p1">\(\frac{{{T^2}}}{h}\) or \(\frac{h}{{{T^2}}}\) calculated for both values;</p>
<p class="p1">consistent conclusion that values similar within the (typical) experimental error so sensible / differ outside (typical) experimental error so not sensible;} <em>(must see reference to experimental error not just bald statement)</em></p>
<p class="p1"><em>Award </em><strong><em>[2 max] </em></strong><em>for a graph of </em>\({h_{{\text{mean}}}}\)<em> versus </em>\({T^2}\)<em> and a conclusion that hypothesis is not valid.</em></p>
<p class="p1"><em>Do not award credit for “does not go through origin”.</em></p>
<div class="question_part_label">b.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p class="p1">two points define a straight line / any arbitrary curve can pass through two points; to confirm hypothesis third point (or more) must lie on the straight line;</p>
<p class="p1"><strong><em>or</em></strong></p>
<p class="p1">refers to experimental error in data (and therefore error in ratio) / depending on the two points chosen the hypothesis may be confirmed;</p>
<p class="p1">increasing the number of data points increases the strength of conclusion;</p>
<p class="p1"><strong><em>or </em></strong></p>
<p class="p1">one of the two points chosen may be anomalous/erroneous/outlier;</p>
<p class="p1">third point needed to confirm hypothesis;</p>
<div class="question_part_label">b.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p class="p1">same thermometer used;</p>
<p class="p1">same eyes used;</p>
<p class="p1">same reading method used;</p>
<p class="p1">this type of thermometer has (typically) equal graduations;</p>
<p class="p1">liquid in thermometer expands linearly;</p>
<div class="question_part_label">c.ii.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p class="p1">Many read two points correctly from the line, but too often examiners saw lines that missed a data point with the printed point still being used for the read-off. These derived data then generally led to a correct evaluation of \(\frac{h}{{{T^2}}}\) (or it’s reciprocal). However, for full marks, the examiners needed to see some consideration of the (sometimes considerable) error represented by the error bars and this was only rarely present.</p>
<div class="question_part_label">b.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p class="p1">There were a number of alternative statements that could gain credit here. The most frequently seen suggestion was that, because two points can define a line of any curvature, therefore a third (or more) data point is required to establish the proportionality.</p>
<div class="question_part_label">b.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.ii.</div>
</div>
<br><hr><br><div class="specification">
<p>This question is about the flow of liquids.</p>
<p>A student carries out an experiment to investigate how the rate of flow <em>R</em> of water through a narrow tube varies with the pressure difference across the tube. The pressure difference is proportional to the height <em>h</em> shown in the diagram. The student measures<em> h</em> in cm with a metre ruler. <em>R</em> is obtained by measuring the volume of water collected in a measuring cylinder in a time of 100s.</p>
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" alt></p>
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<p>The equation of the trend line shown in (b) is given by</p>
<p style="text-align: center;">R = −0.0005<em>h</em><sup>2</sup> + 0.0843<em>h</em> − 1.5632.</p>
<p style="text-align: left;">(i) Calculate the value of <em>R</em> for <em>h</em> = 0.</p>
<p style="text-align: left;">(ii) State why this value of <em>R</em> is not physically possible.</p>
<p style="text-align: left;">(iii) State the number of significant figures that you have used for your value in (c)(i).</p>
<p style="text-align: left;">(iv) Comment, with reference to the experimental data, on the number of significant figures that you have used for your value in (c)(i).</p>
<div class="marks">[4]</div>
<div class="question_part_label">c.</div>
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<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The student estimates that the uncertainty in timing 100s is ±1s. Using the data on the graph, deduce the absolute uncertainty in the volume of water collected when <em>R</em> = 2.1 units.</p>
<div class="marks">[4]</div>
<div class="question_part_label">d.</div>
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<h2 style="margin-top: 1em">Markscheme</h2>
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<p><span style="font-size: 12pt; font-family: 'Arial';">(i)</span><span style="font-size: 12.000000pt; font-family: 'Arial'; font-style: italic;"> R</span><span style="font-size: 8.000000pt; font-family: 'ArialMT'; vertical-align: -1.000000pt;">0 </span><span style="font-size: 12.000000pt; font-family: 'ArialMT';">= –1.6(–1.5632)cm</span><span style="font-size: 8.000000pt; font-family: 'ArialMT'; vertical-align: 6.000000pt;">3 </span><span style="font-size: 12.000000pt; font-family: 'ArialMT';">s</span><span style="font-size: 8.000000pt; font-family: 'ArialMT'; vertical-align: 6.000000pt;">–1 </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">;</span></p>
<p><span style="font-size: 11.000000pt; font-family: 'ArialMT';">(ii) it is negative / this would mean water running uphill / gaining potential energy / </span><span style="font-size: 11.000000pt; font-family: 'Arial'; font-style: italic;">OWTTE</span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">;</span></p>
<p><span style="font-size: 11.000000pt; font-family: 'ArialMT';">(iii) an answer consistent with candidate’s value; </span></p>
<p><span style="font-size: 11.000000pt; font-family: 'ArialMT';">(iv) should be 2 significant figures (in line with data values);</span></p>
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<div class="question_part_label">c.</div>
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<p><span style="font-size: 11.000000pt; font-family: 'ArialMT';">% uncertainty in </span><span style="font-size: 11.000000pt; font-family: 'Arial'; font-style: italic;">t </span><span style="font-size: 11.000000pt; font-family: 'SymbolMT';">= </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">1%;<br></span><span style="font-size: 11.000000pt; font-family: 'SymbolMT';">% uncertainty in <em>V</em> (= 5 + 1)=</span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">6% </span><span style="font-size: 11.000000pt; font-family: 'Arial'; font-weight: bold; font-style: italic;">or </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">% uncertainty in </span><span style="font-size: 11.000000pt; font-family: 'Arial'; font-style: italic;">V </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">(</span><span style="font-size: 11.000000pt; font-family: 'SymbolMT';">= </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">5 </span><span style="font-size: 11.000000pt; font-family: 'SymbolMT';">− </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">1) = 4%;</span><span style="font-size: 11.000000pt; font-family: 'Arial'; font-style: italic;"> <br>V </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">(</span><span style="font-size: 11.000000pt; font-family: 'SymbolMT';">= </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">2.1 10</span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">0) </span><span style="font-size: 12.000000pt; font-family: 'SymbolMT';">= </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">210 (units); </span></p>
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<p><span style="font-size: 11.000000pt; font-family: 'ArialMT';">absolute uncertainty (</span><span style="font-size: 11.000000pt; font-family: 'SymbolMT';">= </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">210 </span><span style="font-size: 11.000000pt; font-family: 'SymbolMT';">× </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">6%) </span><span style="font-size: 11.000000pt; font-family: 'SymbolMT';">= </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">12.6 / 13 / 10 (units) </span><span style="font-size: 11.000000pt; font-family: 'Arial'; font-weight: bold; font-style: italic;">or </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">absolute uncertainty (</span><span style="font-size: 11.000000pt; font-family: 'SymbolMT';">= </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">210 </span><span style="font-size: 11.000000pt; font-family: 'SymbolMT';">× </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">4%) </span><span style="font-size: 11.000000pt; font-family: 'SymbolMT';">= </span><span style="font-size: 11.000000pt; font-family: 'ArialMT';">8.4 / 8 (units); </span></p>
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<div class="question_part_label">d.</div>
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<h2 style="margin-top: 1em">Examiners report</h2>
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[N/A]
<div class="question_part_label">c.</div>
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<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">d.</div>
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<br><hr><br><div class="specification">
<p>Data analysis question.</p>
<p>A particular semiconductor device generates an emf, which varies with light intensity. The diagram shows the experimental arrangement which a student used to investigate the variation with distance <em>d</em> of the emf <em>ε</em>. The power output of the lamp was constant. (The power<br>supply for the lamp is not shown.)</p>
<p><img style="display: block; margin-left: auto; margin-right: auto;" src="data:image/png;base64,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" alt></p>
<p>The table shows how <em>ε</em> varied with <em>d</em>.</p>
<p style="text-align: center;"><img 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" alt></p>
</div>
<div class="question">
<p>The student hypothesises that there may be an exponential relationship between <em>ε</em> and <em>d</em> of the form shown below, where <em>a</em> and <em>k</em> are constants.</p>
<p style="text-align: center;"><em>ε = ae<sup>−kd</sup></em></p>
<p style="text-align: left;">(i) Deduce a suitable unit for <em>k</em>.</p>
<p style="text-align: left;">(ii) Suggest the graph that the student should plot in order to get a straight-line graph if the hypothesis is valid.</p>
<p style="text-align: left;">(iii) Explain how <em>k</em> can be obtained from the graph in (d)(ii).</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>(i) metre<sup>–1</sup>;<br><em>Allow any SI prefix</em></p>
<p>(ii) one axis log<sub>e</sub><em> ε</em> /log<sub>e</sub> (<em>ε</em> /<em>a</em>);<br>other axis <em>d;</em></p>
<p>(iii) <em>k</em>=–gradient/−reciprocal of gradient;<br><em>Minus sign must be seen. <br>Do not allow ECF from incorrect answer to (d)(ii).</em></p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>(i) There were good attempts at finding the unit of <em>k</em> but many candidates failed to recognise that the power in an exponential is dimensionless, giving <em>k</em> the units of <em>d</em><sup>-1</sup> (i.e. m<sup>-1</sup> or cm<sup>-1</sup>).</p>
<p>(ii) Although most candidates appeared to be able to perform the appropriate logarithm function to the equation many failed to take the next step and actually state what values needed to be plotted on the graph (that is, loge<em>ε</em> vs. <em>d</em>).</p>
<p>(iii) Again, showing that the gradient was equal to <em>–k,</em> most ignored the minus sign and incorrectly stated that the gradient was <em>k. </em></p>
</div>
<br><hr><br><div class="specification">
<p>Data analysis question.</p>
<p>The photograph below shows a magnified image of a dark central disc surrounded by concentric dark rings. These rings were produced as a result of interference of monochromatic light.</p>
<p style="text-align: center;"><img 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a5t+GxqalqhLuF6MHBuRSWlRsja3tZm2dlZAnfYB8BLmOUAwIXC3uXVVRseGlYoPzM1ZWEulyUmJWrRS0vLFPpkZ2UZ3g3KjuaGRgUgwMQAcsDz9OxM3hRQA9wI8dFvCCH9m37b3d62mLg4hQ5oOzm5uZaWBqglWEpKqrQYPDdhNUBKiIT2Bc13QOlSehnGgjGiCfJ/GJhAzg2DMwsGgnodmxhiORxe/Y47Qt6Wayb8g8E5a2+6D0CUz9LnwXRuwjz2hvV2tLNwfQbAzvsA3IHAhZji3sGBDgDaISAJOAEWMNf9gz2tFwwM1peRmWGeaI8lJSdbQUG+NFDuG6bBNfHeALxz7YTBYWIxhLvomDOzc7a1tWXr62u2sbGhcD4zM0tyRXl5heXn5xhOgr2SxudyCbTRHNFQ0ZU2t7ZtcnLSNtbXFJWkpqYaThhwSkwAMNxinVrLq2tb29gQQUD24Z6Sk1MU5ubm5IqhYR+sIetF6LmwsGTDIyPm29iw+IQEa2iol+OFDbNuOBxCcd5remZOdsK6oP/Btvh8WCOSCE55eHhMzrS4uFBhMKEeDp/PRffdxM729qV/oWcR+rPxrCd7vbS0aksrq7q3/Lxc2R42BrjC8lZX10UC0rypimK4D2wBhggo4miRj4g6uHaYKtIULDwrK0NnjXAf4B8dHZdOl5GRLoJChHR0eKQo5/j41JIS43XOYOzHR0e26d+Spsu6w7i5J+QpHFREeITOH/tDtEFkBJMk0sFxco2w4pPTM7t3p+MPAW9gcFgA1N3dY988+60u+rMnT625qcly87J1INCTYGLv3r2Rl66vq7f7D+5beVmpDiFsYW19016+fGm9vd0KAxrqG6ylrU1CJjQX7w6orm/4bGCg396+eaM4HN2N1+blZQt4CUX5WlhYsf6BfvvY9UGeGKC71dxqdXW18nogOtoTwEUSAyo+OTVjY2MOqyNshCmUlJTao4cP5OlDYSGvh62cBc5FiQHgzc0tm5mekjY3Mzuja8jIzLSqyiqrqa2zgjwE2RS9J2EqlNmD7kXSAf3i8FAe6OjkxNbXN2xsZMTGxsd0eEgMoG9FREbehFspEt+LikosJzdbYR3hE6CG/oZjCLsR92E1ACgHnu8BMYArxNAwBJIX/IzTxc8xTK7rUgzvd6AlgwWYnTeRYbCG7A2fKZYb6ZbzQljnPmEfOAVAlC9CNQ4ea8jfYEt8z/Xx2YC+8yr+5wAr18cX4SHGf3R4rLCFMG9tfc2ODg/FBgEsWG5Kcoq0MJIjhKnZOTnmTU22+LhYrT+AxbVx7wAvWSXCOUB3Fwa95rPZmRmbnpnSvsA2sjJzDIYPa8rKzpR8gxYZFkZIeSIg0/XtO+wA9jY2OiJZoyC/0Moryq2kuFB2FO5ytEgAn3WHZUxNz9nU5JRt+NblHGtqa620BE04zQEht1sOHAYMkMzMAWibBsttbKiTniZAOz2TEB8CtOGRUe1NU1OjQBtwxMlxTghfZ2bmlIgDWIqL8i0rM1Pgw5qTNCIE3trZkdaVnJwoAkNiA7kGNkYiDLAHJNLTvUpQwaxg/DBFQJP3gigAijB0nPmGzyc5CoeMNgrxgM3JoW/tiESQPCBxCNPkvMBeAUMkJVgggMV9cF6Ojk90/kmIcBawhdm5RSXgYHmErHwGkd7y6rpAG1Blb7FbXn96dm4J8XF6X8Jjoo+KshLHbkMh7d//42/sxfPnNjQybOlp6dZ5w7TiYmLs+PRUuslPP/1o7968sazsbPviZz9XZgvUZ+G5geHhEYHT3NycPuzpk6dWXl6qxUMXOz0/V/hGZvRD1wc7PDiU4NzZ2WnV1ZUK0/BcHFAyamR+X79+ZcODAwKIjtt37NatW4bIGxvnZE7xzLAZFpHPnZuZFSvjRBKykvDAK2IIiUkJ2gA2kkPJgfNvb4txzc7OKeTFqyYmJZnX69WfivJKCcMpqcnSSVhADhibZ9dX8thkwdCC0JQmJ6eVUdvb25WHQvNgg1JSvZaXn294fUJhjCom2mNx8XHSRzi4AA6eNQRWAJsDbtcCOLKuMAAOJBoU+h9AhafHUDnsR2Siry4l2B4oYYH+6LyOjK/Ai89Cw7s2efiLYFDZ06hItDYH8DgMgC7hJfura4lw6dAhHhNm42wQtXEgIYYZen8AkPfingBYrolrDIE1gAhThFWBu+wJ7AftZm93XwcJj72xtmazc7MCsfjYeIO9wKAqysussqpKNkPWjhCGz2Zd+AwH9C/0nhxkDtP6xoakDTKegBTOs6io2CoryuVwSEpwcHBcXDMHnP3jmmZn5mRfHEySPyUlxVZWVqoDi0PVWl5cSsfi99HsxsbHlWgiJCTRV1JcZICN1tLl0j6iScLi0BHZX4CYeyNagoXyWpwIiYr5uUVl3WE/hLjo7VwnzggbJLyHkQFEZF9zSBjdZGBxAvt7B8pqApDcJ+BBhtnjiVXiC12PazkPBC07M8NgjFw7yQNYGxEfST8cPjo1MgpOU5UJ6xti+CnJSXIk7Af3huNBP4d1kaWNjY0XSC0tr4gYxMXFWHZ2ppJlYmQ7O3IcgD6JJsATm+dc4pDQ+ZKSk3Tf3AcMDvvJy82WTkwkByvkOkl6oV1DSPKyHT3xU9LiX/yn/9LGJ8YsJyfXHj18bNU1laK4hE5DI+P27bNnNjs3Y7m5eSpLgYZj+IQHvs0t6x8YUBkJF9De3m7Nzc1WWlKssJEb4ZCOT0yp/GN+cV7eu7am1hoaGpQ2DjEahMrZ+UUbHR42smD8vaioyO7euauwmSwim8h74p1gnZOErkODNjc3K0POycmx2to6a2ps0AIR6rIxHC6Yyfburq2tbciACUPQAvG4HM78ggJrami04uJiZVVJ4HCQEF7RwAAjQIDrwqMTDiwvL+tQrq4sK4PKvZCxhbZnZ+VIzM7IyLCc3ByVbXAPznuFGJqT0ODa5AXJWAeC+kPIQcaOzBesh8yTb9Nn6+vr+jtejT8IxoQAfM/aAIL7B/tieKGsqA6a2y2moe+5L5hp8MIi0O2UyLhWiEjCg/vmvQBh1gbtyDmsEWJ0nrg4lagQcpMVxang6QGEqOhIhThx8bEWF0uixaWwNDIqSmxIB5X3FxtF4HfJVpAjWAcSOQAgZSqLi0u2tr4uOYC1JlzlIBQWFlpGRqaAhH3zpiIvuJXl5XoACpAIcFPJ0P6hQkDkBSWfFuZte3fbvKleZXmLCwpl94ABgI+mCju9CF4aGXH/1rYymxPj47KXzKwsKy8rlx4FWwG0OZwhEELCoBSLkhp0QsLXzvYOa2ys1R4cHR+LzROKLy6tSBdbX1uXE6mvr1VVAmVNvB97hDOj7GRpaVkAUVpaLN0N3Z19BKBJUhBOcq3o0kQkaKNig4GA2CVRECEhe4sOlpOVpWtnnZAaqKjAmQJs+bk5cspcAwCzurqm0BEGmZ2Vob2GpLBPJEkInSFBVZXlkpiIeFbW1uTEcFY11RWyE5wZMgQRIU6A34mJjZV2vb2zrcwqSQiYLARDIf7Wlh0dnSjhUVRUoCiCsHrLvyMyA3CSeCF6WF5eVUhORMDZQ9/n6xPg3Xv42NCm7t69a9VVlTJQ0tKwsffv39nG+rqAhzAXD2RhAEhQmdrnP/2kdDoHvamx2e6TvEj3yuBYxLn5RWVqSRwsLy1ZQWGhwf4ARDJWgCqA5PfvKJNK9hW2xsU3NTaJ1aWle5XBQRjHqHb3DmS0hOCz87NiW2g1VVXVVl1dZd6UFEv1pgigTk9OdbOk06HuAwMDNjMzbVtbfhk0tTpOOUqhAB3GAKiiZ1FSwefxdUSNkH9bFJ/7IFNLuQEhAR4tKSnZyazl5+kwcmiUPfRwjy5lTQEwBzQcz+28d5idnJ4os4eYTGjHYQdQEeb9/k3pUWhgoAEbSjYXQ6BuDIbhJFoi5YQo6wBgAGeypgj+GDdgwO+w3rwR+h1ABtOSgB/u0nrwORgxTEGv47/hYTI6hG72AOdxen4mZkM4x/4R/qAdAZZidCRP3G7pcHhlgJBkC7oN1xQb69HhdjRJt9gm78F1XSlydsR3hV3HlCoQvh3YyvKyDjVlOrBY9gX9DwDMzs6RtyeRBgPlEBFdXF45ITZs9uLqyk6OjlVvRnYWECWBhAOvq6233NxcKywqUOjMgYPVwThYe2SJDZ/fJsYnbHp6SgCSl5dveblk6XMFUlAOwI+1YB/X1tZtcHBYNofIjgOn/MWJPGIc3ffqyra3dmxsYtLmFxYMNpudk6myHnQ37Ev7cW2Orra2LlAgGUECkMoJnCXrh7BPJYPPv2UR4ZSuZCqJEh8fK/aGc4d5LS6tquQFsCGjih2dnZ4pauD3sT+0ZEpu2C+cKVHRotjZrj6XmjvWCJuGRW9t7agUKjszU/odEQCgxxrA3LEDmCXviy1JM93cUviqz/F4pPERQvNZZGPR84kWSOZQQ8jvsXaqAwwGFG4fHh6rDA7pAKDkWpCnMFAikDudbTrDnwDvP/8v/7U9fvjIsnIwlEh9aFdXj33zzdeis0+efm4tLbdEPxPj41VkOALz++6ZTU1MWElZmX311Z+KBqd5UxQ6EktDXWFqr169kkGSvFBKvqxInov4mtoeUvHv37+3hcV5LW5FRbVCZjYSfS546YRthGWUw1Ao3NXdZUcHB1ZRWWntHZ0yIrJJUFhAjoOEhrezt6dsFECKnuZbX1cGj3q5yqpqHZaionwxEA4GnwEDu7661OZDj9k0dJSpqQkbGR6xE7xzTKzl5OUqU4y+V1iQp1AE41R5RjAoHQW9A7IBSHB4FHKenctgYTIY1vrahgpPV1aWxUIAQg46v0joAHAQasfHY1zhhshPaEyCA0E/ITFeHjUqygE12BkMB+8PwwWwOAx4akCXBI0YHPpcOGEn2mCEGCGvAW/QW1gPwBLHRWjDoaPkgi/CR5gA+8y9nZ2fiVkC3utrJA3W7PDoWAcJEECnIwSngBlmRlKGw4KR8icjzSvBGuBJSkiQ1kvoC3hwvfwfEOd6cLasHQdsatqREVjHlZUV3Q+OklpM1ojMOXodv8f7cS+AF+/FjW5sbtrEOLrbhvQ02CCRDrphWXmp5WRnSnuF5bNW/B66mOo5Z51SJ34HuaK8okKaHTqXEiHBoJgXdkhUQYkWITqskjAXfQ8HgOyAnbM3hKWzs4u2vbWljGV5WYnKbLgPWKFjQ1c2MTGtJA32VVdbo2gG4OH6iELQyWfnFrSHZD8BCT5DoXK4S0wNICaUzS/IUxUGuij2D7hxdgEpgDA3N0v7RaID6YQQG/IAu+eMAjJcHzo44Tz3Q4QD8wWsKHOinhIgJYymsJpaRBwQ6wIAp6enCsT4ubL8W9uSF9BskZg4V0hHvAeMNj0tRT/HiRPxbG/vWUxMtBIrODskjOmZea3Z3/7NP/tDwPuHf/xaMS8bSgzc39dvr968UiX/08+/UGdFagqFpiZdo7d3wH766QdbXFqyqqoqu3fvvrXcatKCwv6gzB8+dKkshdAAwRf9rbqqQocQrxu8ILXvt4nJKXv18oWtrK5YQUGBPXzw2GpqKiXioxXhKdEgCIlHR0ZteGRImT6yQpSvkFghhkcn4PWkujlgGMfE5LSRpZ2cmhCFZkNvNbdYver7nLIIAPz3QyAOAQBxcHhkI8Oj1tffZwvzcwpNYEQsJoZN2FxSUiKKjXYhNhGB5hDU4eKACUSurwTA1NZRtgFLRO+DqRCeEdIQMhGSXF9eycDSCRlyciwzI8O8qY6Am5ScaLGeGIEfdY54Lgycw0SyQdQINgZDInmg8Mr0+nCXk/EmhHTSDk7WUBt68x9q3jBO3hNdBKPlfbAJ/ezqWokJaW4uGKJTzsLnAyQcRLKm/J3Q5uDoyI4Pj6XZcI9IDoAe4Q9gDmDCKGABAB+hR0lxiZwRnp3DQogM49Z9CqzC9TM0K0APEOQ9AAk8+vj4mI2OjUrbgV3DvrApAIFDxt6xL2R6sSu+B+ApaOV95heXVJPH+3DoS0rKlCCj7JpY98kAACAASURBVCglOVEAxHWHykNYbCIYNL6Z2Wkxb8C8o6NDRfUUsOPU+QzWh8+Znp61oeFhaV8lpWXW2tIsnZiDC1AhTxCSwlJIbGDPgF5xSaF5oqJlmzhA2NHMzLyNjo1r/Vtam5XZBqA4X0gDSAFraz59NqCELqYOBk+UPotOCM4fDImwj8QDuhdRAs4MYGNdOVswMECN79lfQnUSQ9To0UAAwBFZIBn4fFtaP5oPqE/FyRAZEGqStESLwykAwCQqCP/FAJMStE98/u7eroAQJ0A5jZPMcylf4PNtm9vtElukpo9ML44Lm8D5Z2VQQB1QRQmZ6r/+qz+TlX9ieEPDo9KliN9//OEH6+ntNtL4ABl1RYRMhC2rFAiPjNjHD++lcbS2tVtHe7sTg3s8ti/DXrD+/j6jMBOG8fD+I2tsrBfFdUe49Xt4fur0Xr58obok2MuDew+tuqZaHoNFxRjxpCtrFCWPWFfXR7VwUQ7S1nHbWpodQ+F0wkqvrh1Gtrd/aFOT0yZGNzaqjBFZsPv3H1hlZZUVFxdI10BBwsjwiDAqmJeFh9vuzp5oO/dIbSDCeWZ2toy/urraykpLtYl4Kn6XEA6viYHBAqDcHAgMlXYbagGpNSIE3tralDfi0MNwCIPi4uMtIz1Dnh76TihOOI+WxMbzGTqY1Fd9Ev6vZbDXhg6IVgXQkZ11ipv5nmsK1doBRCRceC+FsKFiaF5PtlosLlx6Fb9Law+AwLr8/vvzOdLGrmHB7k9gCHuEDfJahco3bWwhwATM+SOmG3SKrTkYHGr0LdYGhgbI4lQ4tBh4ckqqUcVPFwcsTQXKZLrd6IjOZ3KdAAqfFcqSA4B0RACyrLXDJNOlzVI3ScUAYRWhGmDKgaSjAbbKdVK/RX0fiQA/0oddW0lxqVVUlkkuQRfDEbBW0EWYCtnM8fEJm52b07WgJVdWVqiGjM4LmDaAADOFVY2OT0rzJRqooebUmyI9m7D/8PjEgsFz29nZE9OiJYz1RhsjJATwAFD+v7a6rja2kE7YWF8rTYt/Y11IvPg2fLa8uqZrJgwGhCIjnbZBtGHq8SApnugoQx8DGLEXbINrHRmdkD00NdaqiwIJROtEHeTistaShgOScHzhFKjHAxgJyUkgYMtIEA6IXxgECrCCubF3CwuLAj8AlI4lIhmujYJlroUKDiIcbBkdE+JAJpfibEqXSJzCAA8PT8zrdUqcqFIgOVpXW63r+gR4XT19qqt5++atdXV/lJ735MkTK8jPV/KCV6+ub9jz5y8EZlxoY2Oz1dbWWn5eti6amLuru9devnqhkAbPSudFfUOdtJtICoLdbqPGrbu713p7uuVNKysrrbPzjnr/oK8Sud0RykgRs797+856+3vNFR4h3Q/Qqq2rsYy0NDsPnMlYOch4JIqYVdc3N6PUNcBZVlpmtXV1VlZSLO+kWjZ3hLwBgAdSXV1c2tzisjK2aDoUGePlEf8JWymbqa+rs6ysTIE7TIiDRtU67JANJlt2fEK1/Io0t/k59KFFaW5cH2BI1isnO9eysrIsLT1dIReJEQ4E1wFTA0DJ9AFCHGwOFYYL+GMYsBp+hjdTqOriNYDtlQ4eoSU1Tbwf4QmGqc+/utL7YKz8/YIw8SZxwftSOQ/bggESYnA4uV6cFsWtACVaFs4PkOCFAvobLZDXw/74B64PtsLvOKAJaBM+wwCp9g/oumA/aHPU5mE/aJa0a9Gqt7S8LKH+MhgU26W/mYJvmB/V+pQj8AWQAGgwAWedr8SSOOhEK7AKEkoUQG/6fKLAsEnsAttDuKc0xRXurDMLR0QBg0KohwSMj41K0CfxUFlRaVVV5dpDWBP3w33DqFVusrYh0COBx3qiK1ZXlStsxwZYG5g/4jzsido0fhewqCgrE6iytpdXvDZcjoDSDOyJjaaioaS4QJoocAvbhTkSgsIe6fSorijT52ErACN7QTQ2MTmj9ysrK7HK8lKVSJFE4+zw76wVwFpeUiKb5FrRc3EAACsJsLzcLBXBA6isMRlUEiHYMIkDfo4dwx5ZO5gy7JFEB/aMrklYypkB9HBAnCU0OvXs+ndUekO3DDaBZk0ZChIB4EbbGplhWDAJvahot3qqcV5IWUsra4qyYOUAIo6JnmK+PgHe//5v/k/77rtntri0aE1Nt+zBgwdWWlwoofv45FShIV0TaGD5efn25S++tKLCArV2cNBhMm/fvVf3xcXVpVVXVtltMqvlZaon4oDgdUdGx2xkxCnoBdgYCABoogPg2bgphGmyW7SaUT0PY8rOyraGhkZlxOg0QLfQoSWBsbuvfl71OC7MyaNTKFpXU2+lZSUKC+NiPTJKgIMDzEEFCKD+hFt9/UP25s1rdQewMU545rLi4hKrKK+QhoGO8DuvjqBOR8mxQl+a3KkBgprPzzvFr1wf15qTnWO5ebmW5k0XS+HAAsQAByGb0wERJsPg4AAcABBgxQE5CwQ+sTNYI2CBEcGICAeUZDg9le6KvoKwTvjMF9fL+gHMgItzOAE+PgcPj7TgtBshegMe7BUN9Oh6sfHxKgQG+MiwcnAUekVEKFOICA9YcD96fVycWAJeWyztZigEBxePzQHC6zotaBcCZdVC3uiAVypVudCehDopSGCRYIKpcV/cU5YSVFXSzairI0yjaJU6xxDwcR+sI5lLAJyE0PjYhGx8a9uve4T5k6yj44b+46TkBK0BQIUzCQTOLXAelB5GwT1JjpWVJYuNi7famhqVp1DZj456dn4qh8BBZn9gMlPTM0bmlT50QJoSGNZM+3sNGw4TyKBvoT8CHrSoNTTUqfQD+wQc2Tc0Q7KSMC7YP3V7sCfWA1sDGGCZ6xt+uwBksjJUI4t9wZxx3jTnIyOReEEqoLaNpAc6MfsHK0P7g1GRpS0pLZYMQME8mh31fFw7fb4wTUJS1nV5eUX/DuigZau9LsjZ3JGOiMxB8oTkDmCoa11dl00iB8G2YdlIO8oSqyUuSy117KMSLXv7utcU2Rx1d/R376jsJSkpXnoeZxKcQUukgB2gxZHk5WT/IeD9xa/+iY2OjKjT4Zdffqk6H0IGLmxoaEQDBGjbqamusbb2disvK5b3gfKurW5Yb1+fwlM8FWEuZSlVFeWK76Gx0GX0N9gfKE7Dd0fnbWtubFBamlAXZoLHQHcjfF1aWtS0A8Td+vqGmxQ5B8sRVVlE6pcGh4bt1euXtrG2Ls0GrbC2rlatNvQqiv6oA+JKWVe8tkIVeaZNgRRDALhOtarV1iubBGvAM0RoqknEJzoN4Kiq++BQ/YyjY2O2uLAgPQ7AIRxI9aYp41tRUWHFhYWG/sahwHuGgAhDZTMxRAyataRjgy8Kl/GEgD8GzoazblB8NB48+pZ/UxldnAQHjJ8DXoDLFT2EsTGWlEKfI8pdqAsjTCAHuMHWxBDQpG50JiUJbsJzDApYZ735AjhhPpRIsM8cRgRmtER0HwwW8FM4npys/3PQnddFO9pRlNMCx+85rNTRH8nKAr5cKweKAwyDDQTpftiT4E1mmqEPtPcBgMgGCP7S/kpKLT8/X06Y7C9pXpf7dzWEuubLC8kVFOCqH3SZTPua1g0Qx5FT28fhIAQDPPl81pNrJVyWHY+O2fTUlFhERkaWVVVXKptKPysHndeB5NwD02oI+WZnZjX4oKS01Gqqq1TyhBNBRqHkgv0ndEPbo4aT8LmhsVasCCCKcLklGRzsH9r8wqLAD6CoralS4oBwEfvhi17vyYkZg3gQZtIn6zhRx9nj6EdGx6VvAXi0jNKrq2SF1ntX9XjcQ1lpke5N0cPlTTvd6rrKifLzs5V8IfuPM4VdElYCxoTFEAvOKNrc8sqKnCzJQZyTEl3BgC2vrImVedNSrCAvT9l5tDumr6C3wuhwKHxRB6iJQeHhVlRYKD2RMhpCdc4kr0VqwMGRRNrY8FsqoW16upUWF+k9PjG8xuYWdRI8ffqFVZaXKGziYnt6+u37H7+ToEu3wePPPlMIy2+TsVtZXlMGdmZuWvU1FOq2tbfpw0FYDiJ1dd3d3ep/pQWkoqLKbt++LUBC1MTjkyCANtNqRk3d7v6eFRYUWmMDZSmNYn8YHweStjTo7OLCohIKtGrBKIqKi62htt4qq8rFPqDP0GvKMAAPwiY0haHBIQ1EYJIIh5jXAHT8PiE8YSuLjLzvjowSO+I1hAcADmH25OSU7oduDN4DT4e+QGavprpaaX4OAJ4L4GRDCH0BOIAEbS0Efg4rcxq+8fQwRcCNw4LH39nZEv2n9o8v6Y4KecPNA6iJ8VKa4lbmmJCd9UC0h03wekCRcBInxucSyl5zigmdqDGU3kfh7LmYJ38HPBHyOYwBFTs7o6i4Xg4NIExtWOD8TPeHoXJIYK4cEDQ91oVEEuCBpkVVPX8YPRWXQB0fIniMrhVWQWsSX4CBnMBNsTQMhfIfPps1gqXA/BjXRAsZQMwQiLz8AjHqouJCS01OVjsSgKXOgNNTgSTvz/Uz+ADwW11ZU9SxuLSgouaaGrojSgQEZCEBYfYNAOOaAKjt3T3VzVHPx3vRg8rAATKh7AeMl0wiXwDg7OyCSq7WGL0U41EGmQ4lFW2TeCGBQ1P/zq6tLK+KZVEaRT85oRkSCm6LMweDpzSE1xGplJYWqSZOGfxwOpnQsrbVLkaYSCuZ0wCQLPBmrfg8Mrh8HhlxkhWwRRwD48/QDGFKgCBhKj3cERG0vFHc7gw5AB+IzNDUOWsa1ba5qTAdyQtGyz3QkbLt96uPFnsAmBQxREbqPFFbyNoKeNWNFaaSIfRdIo6MTNrh0rXHEBwSLISqMFicNkMfyPTil8kmY/P8BQcCs+e1/7/Wsr/9l/+ZffXVV2oyZrYUBb0DA4P23Q/fKQNC4W9rW6uz+MThp4S5s/bsm69tcmpS01SePPlctDUzPV01QcTTdEA8e/aNWrXIXjFeqq6uzgoL83Xo2EguCqr+8cNHe/Xqhfoob3fetY7ODsX49NHBHtCDWNThkXHr7emx7p6PMqjyikp7cP+Beg2ZvsEmEX7heTgg9OHKew4O2ODQgE2MjFpCUpLduXvXyssrLf2mMJHaQYpnCWcJRTnwfA+b4bN5H9rWBgf7dc+Ekk5NFaOoikTxM9K96tEkzMcIQplErp9NBbABbg4JoRIgj4FyaGkxQlLY2d1R0z2hGW1V9NhSZxYCMGrvuD88KTWE3CcgJtAlVI50KySBmanm7gbYpOlhFQwYUBbPYSF8z/txfYS+OuA3wwdUrA1DvNHeMCQOMoDNwUFD4X64Fw4sXPAiwH1RC7YurYX7oVQFDRIHyOVwUDPSqCHzqrTGCfm9YsII54RGXAfryP3A+vhiHcmCs37YINrR4sKSjU+Mqy4OdsT9FBQUyiaRI9hXHBh6m+6bC0BpvHaKrnFiZBtpCZufnxUYUPbjTUtTNwYdEjAW7p17xJkQlpF8wCZgNkgvrAs2XoPGVlKkRJqu/ZLC5VON9lpaXFGYu7uzI/soLS21+3dvy2YAEO4NmyWJQAhLxENXQ1VVhQqrYcJojUgpOEbAglAfFldfVy27BcxgR3SIcFaQbJBp0P2oFeX2WU/WFjaI7s1XaWmhFRY4Bb1odTjbyalZhYb8G/an8PryQlNfNF7q6lpJQJg2+rvAcGFJej8lYkx6wSbYS2QS6WuBoOXl5zo9vTfMbXV1Q68hHFahdESEMsSUHZHEYDACTovIij13kn4pGo3FWEH0Qvp6ExIYssH8u3hptuwPheOfP32oe/zE8P7N//F/W2NDrRacDx8cGjJayTjoD+4/VFlKutdpyMXD9vcP2osXP+lN0fxo4mfAAAeMg4AB0YD99t0beVI8JqFuZXmZigldTCa5cAqXh4dGVGoCQ0Cra29rlwekIFKbQ9P1MR0Y8zY/T1JiyLa2Ny0pMVkA2tjYoBCBlDlfHHSAivgeY+QwMPcMOozHbm5sNqZa0DoDu0C05SBwANCWOEzoW4cHR6r/o8aHOjkmx/A9+g4dJ3gdClQJf7hWjIEwFRbANeB9oFAwUlgQoRkZP7wvdWp8z9BHp9sA9YrfiVAXCuI4TIHkBsZEbRqHDGfEgeN1/IzfBXC4fj4PnSzkHMgcYtiwNb44ULA8jA/Uu7pyMrAKbcnwXgQFRLzWSYg4rFDMJkinye+a9h0wggOTHaX1zenx5bX8gQWh/bIPhOcMKiU0pyiW+rI9hqUyjWbTpzVDPwPcyVjDiAlZ6EyBJcMSYK0h9hcKMVljWCFMkveG9VPgStKJek6AgzKOwqJilQ9R+6bugDintIf35b2cQQuU8VyJWaNvUVhO+ExiAWfT1tamOk+AEwfD+nCf7AElEYRV1J9RR4nOWVRcJNZERpR6TfaBveMLnW1kbMIG+vrUc3u7847d7myX1hzmChfLYj1hj4xoIyNJF0l9fY3sAbbscoXdMCq/TU/TDhZQDRrF/EgqOD/Kvvb3mfizJccKYNAylupNlf2wh/g/1mt5ZV33U5BP4Xau5BDWll5ZwATmD5vLyc7+1KMLc6VDBCcGa8N5EU3wcxi40y+bpP5bysFg/ZwfqhawJdaG84i8glyBdoemzQxEIiP2D9De2tqVsyK5xDBewtX5hWUBOfcLA+XccZZWV32WkpIo4IdFYhckXTpaW7T2nwDv7YcuDdaj+vrZs2fW291lcQkJ9ssvv7KOjjaLifVoQRAu6b74+je/lod98OCR3bt7V5ku6DAHinarkdFR+/bZN6KsFC0/fPBAU00k0rvd8o5T07NKFDCjDu9x61ar5t8xU4wDHQKPdd+mCjYpTMYbU0xKuMt4HRYHzxI61IDV5taWTU3NSAfEaPGa9LISktOFwdQLwiqulc3CQDm4oQMEG4R1TU1OiqmgJfJvFMfCHPDKbLDqxDxO6MXBAXQAOAwFJoD+RrsNh4cQlW6VvYM9J3w5PZPuxew1OkTwhIQ3HHaFOUzziCYsZQ4ZIOoMU1Aoyqfg6kVUAC6niwCw44cOqPG904PLtdP3q/8Ddho84OhyoYwvBxJAJBzlIKjO7JLPdPQ//s9r9bn89AY4eWuujf3i/jFqfQD/pYDZ+Rj9jLWG9aPfsI/oUYyQ4o9TTuAwXTKpaEr0zMJmCadYc3pDGWJJTzTXiedmDQBsQl6YOCzr/AxtaFWHi7q/paUlyQi8FwXFlP4wMio3O9tSvCkCU34f4R6AxobI0BLSjY2NKzrBiVEaU99Qr9AVoR9tUtqlyyWHzAFFE0SD5h4AaKYIVVdWSBPGIbIgLMnB/r7NLSzY2NiEyiaK6Y2tKBc4sI6wL4CcLhLqTynM53cZmkHNGzop1woTQ89FJ4ShwtQZ6MnAUjRc3gcmzHpQj4fJkKygJhEABhSxFzLKFOliB4AijBFGfHJ2Zns7u4rAmIIEAyNZGYpY6Aoi6iGZpjORkqKqjpOzc63/wf6RxcVGiynL1ixM02UgEHRZoW9Tc0mURxKObivWlBAbAgNJ2dnbtb3dQ2n9TLgmcmLgBAkUvmfILBlibA1Nj7I0b0qSedO8Toh+EVT/PYj3CfC6eno19eDd+/f2048/iKn96Z/9hbW23tIC4UG2t3bt9Zs31t3TRW2xtbS22d07dxTGotepuHR+wV6+eGELS4uye1rNOjvbZayAHYeJMK6np1flL3gvNLNHDz+ztvZbYlskMDAWeu2GhsfE/igmZbNoHdMMOnQFr1ehD/+A1sSiTU5PiwHOTE/rIGEYDZqtV2t5+XmqdQL5OYzcA0aF4AqQq9BzbVUC8+4eTcwHuh5AjhIb+mspmASUYFsAMmEvQBM8DxgcjQ1CiGXhKSpmbhgdB4QZdICQsSXDyPgjDh4ZOYCTQ6zQlPFMwaAAGBDnM/iCTQBCGGeIUfGzECCFMpOUF8BYELDF/gIBZeY4HPzdASFq9ZxBAhwuAJN9cYDV6aLAkKDXhK58AbQwItgl18mpDZXmYGl4ag489ZB8OWzQCZ34XAY1np87I6sou+GLMFeh3tGxAIl/R6NZp13v8EBOh7CNgwBDSE5K0frRtA9gwao5HLByrp+14f44tDid45MTOR3YBoBBix7lDOwZISvsWUml4gJLTkzSe+G0gSRpmEFnNiHMDdmGQ8ZXZla2yqPQzmB/rDXry16xXmRCKeZF54UJ4qBp9EffQyoB+ImEWC80NACSTC5OH7CiewaW4gB58HcMcnZeWiwRBQefQl85+mtnLXHyhJnsKXV2ZFJp5cImSGgxH446We6R/lWHPceJVWE/jIYfn5wWcyT6oUoDQMUBwGIZuYYWTTE1s/VU+2rXGl8F4HItxYX5+kztwSWDRLekR5LxpRiYfWRNyARzVrAn1obXc76RPxjyCcOj3Y0hn4TWOB8ipRwmoyQny2YBaYaMYKeM56fVDGKBnkfHBREgNoqxkrzh6xPg/fo339ivf/Mb+/j+nWVmZtvTp5/bvXt3zBMdqXlS6Alv375VRwTFoF/+4pfW1tYiMOTgYaxkfn744TuFKRVlFfbo8WOltmlOxkNCdQEDMlFdXR9EwxkJ1dzcYg31NfI4iLJ4JQxhYHBIAwmmJifU3H3nzl2rr6+TB2LhOOy0fzHvanR0QtOMh4aHbG11RdlCxs0jQFN0SPEq1yngQH9CBD8+0Yx+nj+AtscgAXQGNLPcXKc/kmkaJaWFKjYl5KJDgOuD0WA4J2cnyrJSgkAdE/P/6LHk0FJuQTiq0UbZOcaYKfQktYIx5jo2VgI2B5bEAdnaMIaYKJFAdb72UoeIg3wWIJt6LfEeAR9AhimFWr5gA2hDJFH0+vMzgQV/h5GFugwwEBJFMA2SGIRPgB2GwTVw4Dm8lJXwc94Xo0eI5oBT5sChIvGA1uaJiVVpgxhPjEeCNIcJD46T48th7I7+hpEDUCFGyToCVryG+0I3PFLnCUMoaY+aU6cLTFstfXFxlp2ZJZsATNhbeqcdQHYKyWEgGLv2XIwbh0gotKQ5dAyM4CDhrBgUWlbutIQh3KMhcX9otCRccIqABUMyGFTh81EIe6UkDE4U1kPJEusIA2ZdKRrm2scmpmxibFwZS+ygublBzp/DjdMBfPmchaVlRU4MCWViSm1tlVrwKKlgfdgbwH9o2JnAQhTAezlRhkdFxAyWIAQFQAEv6ttqNQQkUfvPXqOxERICRKwXHUpqo6R4PzJKUQi/z/kDoCl0RvLhXDrtdMu2wzVmZVpBYd5N6MwMScLYLRkvFQlELOwvzopwn9ASLZKsMGeXYmB+zroC4JJukhIkgzC5iMiIbC6DQtlDCAPYAVhyXQA2709kQEQGESHLC1HCiUJesHl6ehlgQV7hDwDvv/5v/lsN9YS9/OVf/rWGcNJszBc9e89fPLfuri5jpv/du/etrbXFSIvj3YixJycm7dsfvlWf6v0Hj4yRTxQ28u94Mi6uu7vP3rx9LfZDeKiR8K23tLEcUIyekIR2mfGJCYUSHMz8gkIxu4pyZ6aVM23ErcPJA0fGJyZVEgOrQr+orq5VbRV1PxgEWRry3XwGBkYIwIbyGaMjwwJoFo4WMxIg9Nh+YnPxCQIALZbMDlAgyxVQ6EwxJtnUqelJaZaBYEDaW1p6hkpvKJUgFCNMIEzjIPHFocfTO8bMT5zYD5Dj/WEMME+8M4wBZ0EpDf+naR7jp5AWwGN9+VyBuUKUkNBPsfKp7htGCsPkITx8z1qEgE2an8YM8SCaM10TgERWGSBGID45OlIXCuE/xofD4B5cTF/R8yvQYsJVTY9cAItljFgoqQIrAOB5DToPLJH/A3I4Q26f/xOScW0kT7g+gEHjwdfWxSRgadQ6oteItWp+W7rl5DJevUiZQT4zOZXnL1zYZfBC5Skkiwi3YRLYAIcTIKV2k9H02B36MSVQ5aUlAnCulf0CKPAH9BBTusTv8lAfnmuBI6AyoeVWs2mEWGKiXV4GxX4ACQYCYKNdXV0CmuKSMqutrdbBx4EAIgJKenp9PhXkM8ggMTFZg0F5oA82zN6yLjCYqalZDRjguoqKqGSotZjYODk6yk9gTgODI3a4f2D5hflqSyPxR5TGOWRPeQ3ZTmlpiPxMvCFxRbun32+9fQOSHBobnQQjn42EEAie28jIhPaKaS0h/Qx2x/lDEkPiCGWgsTUkC1gyn82sPhgsuLC3u6cBB9g41RpFBQXy8Nj35Myc9heWCjvj2knsEYlBdGDCtJai+1MsTXIHEERjJdpUEnB7R/aTkZluddVVOnefGF5TS5uerMUUE+qKEEm5+eHRcfv7v/9/bXR4yKprau3P/+IvRZVBX4wHQfPlq9f28uVzCdU8wOd2Z6dSyYxyhiGQ/v7Y1W3v3r5WmHerpdUpXNZEijgZOYef0TNoGs9f/KjFa2lpla5XU10hViRWcHkhqk9dz9jouH348EHDPvFS9NXeuc20lwppX2QCMfTT81OULYnatK/QiQFbwCtx4GB0jQ2NVlJWqlE5AD3hBI34ykopbHXJS8FApmdmNaGZ5ylQEkMPLUyHELWgsFi6TWisDoeacNBhRY5ATgcFf+fAYuywKlgYySDoOGOd+DteENF8Z3tLoAe4YayMUoL+obGo7o0Qm6koHo/Rokda3gm5SWQ4z9OAsfE9gIKWIpaqolZnpLsg94Zx8BnArzKxFD3fPMCIEBHjxKABPa4RsCUMCTKHbNMvEMeYxegYKHqT/YUBhR4spAyol4ckOc6IFj0GNoYYJevDvENCYUCDww7wwJ4Adua68dQ5nA1Pi6MZnxIZGB0MlD9lZeWqBMDZsP6UgvC+TnmOU7eItnV0cCTHxSMN6IXF2cSpvIjpwUXSy9CH9HskOIKBTw6cQ0wN6NLivJI9ZIQbmxoUujl1jhRnO5EItXOE1Tr4waB0SRgaDhrGT6KPtYURobXRH0sYyjNSarDnm0oFJaXo311YtPfvu1SiwpCE0DxJ7AlAwBmSteSJaDh7AIK1QMINBnGkLo43EgAAIABJREFUZwI9WC/rizzAhGnWmXvEsUI8cC5oZDxxDa0cTODfx8enjUnW2ZnoqyX6PcCbhn0SGbBXCApylROqOrbN+eFpiCQ/PB4A9sp6+weUdaa2F1yBBFB6Q48yjogeXuQrEjo8MoCnwSFlAKrU+jGrjx5oQE/DVr1eC14EbHl5TaEwyb8vnj76Q8D77POf2a9+9U+V2gatoYXc7I8//mgjIyPSmj7//AtrqK9VmALYMZ++q6vbBgZ6pRt1tHdae0e7MmEKUVwRanf55ptnGiJAsWl1VZUKjhXCxsYJkPCSYxPT9uH9Oz3CEWGbJ5o9evRYlBrvBBVH2yPjMjbOEIERZV/JdJJ9Y6wVxZoFBbkyIPGXmwNC1g19g0knzuMUD0VziwqKP4VFJSUUMt6MUKc38ybzyOIrVNxjIOmkra+tqtuEwldAkRqk/PxCKy4p0QGjR1PpezWms8ZOqKZcgfQlp3sCnQ2jcsoLtm1t1XkUIWE1IQeGB0gBUKTYFQZr3FSCssNkB/FkGn8eH+dkmlVj52RrdbilyzklJbwf7Iz3xFtjkFwTtB9WqRD3JoTmmqFcHEIMDsDg/zAwdE8cD0kZsbLLyxuNkLDmQIwFRkrW7eBwX4ZL+QY6IQeaBnI+HwcBQCclpRiDEqihI7rIymJoo0fht8LqGDpkrgW+gKgDxA5LcbKQziMH6MVlGAPgR7U+70VCiMcA0K9MkSxhICwP28SRAR7cE/bG/VBfCeMbHx+33d1ty8zIkiRSXlGqSS4AIWsBmAESOGkACjZFqRJ2zOMT0RjR93CEyAhkODmgyCWT03MqVieZAhPlQT4NdbUCZJwHa8/eAY6ElqxXmjfNysqKlWhAU8NZ4ZQo5Robm1TCAVbd1Fgn2YH9wQZxmDhn5CjONKD4afLwzXNKuH66mrj/ogImquTKEeNMCQv7+gb0BDR6fQkvcZpct7o+FpcVhcDASDygl/M+zC8kAQKYA0Ak3rA/NDdCchwmoTKDMSjqp4MF4kTxNPuPxo6j5P4IV2M80dITo6I9sgP2mjl6TLEh04vejBRAIgSnpyEHcbFiqLwvjxr4+ReP/xDw/sf/6X+1ttZbzsYcHktPePHyhTJcZDfv3b+v0daEIuh1ZGp5DizPj6XYE32to71NiEtPJgd5eGRMGhw9s+gktJrdvt2hImLCUr44HCw4z5Xt6e4yQkFGSLW3tynTBEPCKDlwlBzQmtbT0/2pXIC2IJ5sxthtij1hBTqswYubspQZ6+vr03USehJGUB4jcCzMVy0Qv4eBAEKOB3TGZqOREUZSXMxBIOPL26tQs7BY4I1x83fq/2iVE4iQVVXPpDOiCQPm0MKA0KYodMWZ0LlC6w1MSVpc4NwiI9zqsWW8OQ8zoabIm+K12PhYR2Rmjlxc7KdDy4NyYa8cBO7b0f1+l6nlcx2wdRIPXD9gx8F1lgrX4IAYIA/7E6NSGOccLFgDh4jf414AGnQ2DC3EuhgsAZvmdfw+jgI2wP2yroAD5TgHB3tO8/zWtpIIAsnAuZwZehWlDSQQ6DNmjBTZQvZM/bya++dMO8HhIqDzBdvEISpbubAolgGDp5ketont8WxgaiXR22BLABAgwEHU/dK+dTPsgYNO9wwzEwndeQYujwmtq6vRoY6OIfvpzBckWUb/NPeGtEJGHuBDEsE2GLuEVAJLZh9gIYRy6Fc8cQ+QK6+sVJ83wj6FttwbfbTYH3V20zMzSnIwMLemxol2WF/ujdcMDvG83BUVDvOZ9KDqfW6e28wUboYakDAhBOa5HlQAXF87ReLcL2cQO+SRj4SRAA73BrBBFggpAS/+wNCxHeyZZAXlRypnyWFunkf7y2AIulL4HNacSIQogPB+cXFFkgHABBgCoo4GvqLv9UjM+HjZE3V3gBbOnaEfRC5gC7V4NBLw3rBIHBnniVI07EUDP6/DZBfIVY8f3pOtuP7u7/7u7/iOQmNiYIBleHjUfvjhexsZHrLWljZ7+vnnQk1YBiN/QN5/+Ie/V/EvRbsPHzy0lpZmCfJkbtZ9fpuZnbVvv32mZwow8PP23bvW0eawPzJUeG/Ckr6+QXv95rXq5BB1mWjCIxxB7ujIaC0s8+yopyNDTF0fOg7PqGhv71BDP1MUEMl5T8JEaDM3zkOLX715ZUODg2IajITiyWkdHe1q5qZpH6aBMA1YhA4RE1qh8/TyAq5Mftn0bVpqSqo0Hoqn21pbP/U7IoqKPblC7MnRivRgEYx7ZUVV9r19/fb+wwclf5jkQkM7RsUBJBNcc5OBvtXcpFmAlZqtVuwUaaanqZRGE1RinGedwnhwCO5ISkl+vyTFmZqiJIjgzLk3oC1UNgIQIgCzXhwcdDwMjwPIOvIzxHRAi8OlA0bBseoLnYQAr8PwAQ0nIeIkOgAS1pVrJdsGcMHSEafpGmASRnZOnqKGjPRMNcGD1LAZ50luK3IyTDqhPQgNkVKWEKDyedybQnPkAjdF17S4xSpTx3MXeCIadudkBNdtecUZx4V2e3TsPIKSgQi8FyAN60NmAAgRwGlHQkfjBqkVpEOCFilYr7LpN6OlWCfqMpGAYFmEvgAtgAsYcZ6UDaXo+aaVkNCQn7Fn6hfe8In9wkCpC8V5kcmGrbCOXCPTTpAUODs4GsI03htA4TEMACrDAwABavDYG+1LFF0uURomAZsDQIje0N/5DGyez4AmUB/Ha7ApptIw6h1Awj6pgKBKA12TPeX9mZLNezMvkj9cO7+LHcHS6WoCrGDSTF/md2BvfPFoBWwR9hYVRW2pE5qy39TnJibEiUlDRChk5zxTisQa8f580UVChxblNewB+wJ7JHlDMbIYNufDHSG74Hc+AR5hBxeAxgDYDQ0M6FGGTz5/KtGQRYUJADzPefbF4IDl5OXZF1/8zG613JJ3wYtzYQP9A/b85XObmZ7R3Lhf/PwX1t7WqsF/LDALyRPge3v77N37t9Ib6usa7OnTpxJqSbmzcDSK0/pD0oQxUjxsm7qf27fv2JPPnhiPh6NtBq+Cl1Y2TV5xwj52fdTYeTJxNJffu//QPvvssdXX1epaKQbFINgEjJ2RUMwOQzthijKsFE0HYKB63tEHb6vbBO0g5J1YRA47xse9MWadGi49B3duwXp6e6y3t1csE5ZIKxROAcBmGAJ9v/rT3Kw6rFAhM14KY8NwCF9ZD/5wn2yq6qBgAnpeKtfgTDEGpByt7UwaEJ0pGDh/cAShP+iX6DzUG8I6eB2JELUOwThp4zpDs3PGhsNA2V91nSgGRgviGRuOmM6BCa0njJDroyMAwNDfSVYwQToWNh13IzBTXpFj+QX5Kuol8YD+hrbH53H46JtlzXjCFxO4aQfjM52QnFIa+SqtP5/P3zkUOEwOJplxGBpOjUQHNZ+AEZn5C7GuMB1i5BIcCH94H4p7GUiK9hgTS8nNia2srahshsZ0loAsNEyP1+MIABpYGvV+OAgc89Likp1TtH0zWl+HTs89jlCJFIeSqTVIMyRnADmIBfvOPQIQlJ/wvRO2rQv8+QycSCjRA4iid8K61HqVGC9QlH1GMlPQyahjp2htvB+FvKwl9guwIG9gu7AzgA1HBRgCagAS4SrABtBhi7BArVd4mOwdJk8CC4DEiaCBYyNkhJn4jU7rgHmUIgMmpvDvOEbeDxlCk1l8m/pM5CIcCp+BLEBGF2kEZ8Hr0WBl64GA3gNgu7q4Eqvb2d0XmCJdsPcAPF+fkhZv3n+w+bkldU/w4Bw0tD/5kz9TiwxP+uagDQ6N2q//8d8bNW4dt28rQUD1N1lQLgia+fzFC/vtb/6DvHVb52372Rc/t/r6aqOzgkVA8BweGrPvf/z+0+RXwmGmKfPgEQBITCsYsPn5Jevu6VG9HtX5gERrW5vd6ewQYvNa3o8vNpnkCE8rGxwa1MFg5DdlKQzpZNggmsKn1ik9RAWA3hUI8OxZaq2GhgbM7/MZD/5taW232po6ARFNyGgUCPkYuMK5G5bEfQH0hOfM+OOZB34/Feo+NYwzzgbBHhYHSyTTjRDMumFsHAanzMapt1O9nMoWqLMDSJzxTxgH5xuj5T5wHGw6LFHfH5/Ig4eebeEMY3DYDCEoQrUD8E7tHWDGeyEvoEvxGjKYAFVqaprTdUGoKoC7lpiPUZEgwQhZDw4o5Q38geXy7zgQDn9Ib8JpoEUCRvwehwxGTZaR0B8WxvvwheyA115f84n9rNAr6yM7RzjMw2BYSzLeKdJOM7My1OyPrOCgnzPwlAGpXA9Azn1yMDhgPHuFsiEyipQY0Up161abpvrwdC0HbGBVzsAArpUuEf/2jjPBZ2hQ7BMni/TCM1kolOf6ARH2krPCfTDSiVBye8uvDhJKqiorylT+wT6wVrrn3V2VVTFxh3ug6JZJKLBWDjxaJ3ovxcNd3X3GmnAW7t27rawk5wU74h7R/QhB2TNkHjKfyC0CZTlkHsbjt9GxCYWVlK2Q7aROkpInSqtoR8O51dRUaWAHDpf7Qt4hicnn8d4lRYWyTUJhCq7n5ha15y3NDdKWAUDC94WlJQFcLoMAMpxBALB5amyRIdDzGclPcTwJqeHRCUcPLS+2grz8mzXasfHxKa0Phc8UTqN1Lyww9mtfVRC0qyGxMAgUtovERFYYmwlNS3FW3EzGwOMZu7s+qomeqcPOQ3iYYhJQozIs68ObN1ZeXWV3795TAgNDR/tAQ+jq7lHnBADQ3NJqjx4+UkOw+6btiQtBT+B9Bvr7ray83O7ff6jiT5gaKXIOAayDAlQ0RLKwlFbUNzRKJ0RHSUtNFfOC6eBJSbH39Q9aX3+PPDfeMfR4yPLSYqX1WTWMWOGfMYLKebgIz54lDT8+PqoDRdjR3nlbY6EaGxrUoEy2GUNUTVaYU93OIcWw1S61tS2hm7aiudkZTU4BFJicAYtjai71YqTwofYwDzwn7AfgZEIKho2RcRC4BoGMujYu7CxI0/uVwhIOLwaLXsFhpkCXLKm+PzoUwOKJ2RM8OaO1CcOYpMx7Aqwkj0IZWMJcNBkOBNXyrCnlK4CfQkgYsGhUmEXc7A9ggm4IW8P7k3iAIXCAYUZ8j9BOmQaHlXvF21OWAiPBKAn9rsOdbhHAlrVgfzh81O7RUQEYH9RUSgtCZ4Lp7e8zXMFv07Mzsg2yfYzXZxwYj/wjtAyBKjiNLkhih2sgKYW4TvE6e8UDsXmC2bNnX9vsbIXa2QiDOcx0UrDmJKZi4sKtQI+GjFZFPzIOEQ5SDPrQUXu72hT5bO6N9SK85Tr4TJ6VyyBZGB9hMRlTyifCwx0phXVRJUJ8nAZbjI9P6neZWRcKXek60VRuLZkzLr+7p1/tZtSaHZydiQ3S1RF2HWZ9A/3W19svGyBZgbPHYbIel9dX2iOYHDJARXmUwttoT5R6btHIkIOQtrh+srvYOuE+wIFuB9AQXrP+2BS9w/zewvyi6mcBd+zcLNGKXQU2PjFjM9Nz6uYiE0tNK45iem7B6Lhir/S4xeQk9fzS30uLKyPj0B6JyFgztE+Al3pWyAOSCxruyvqGbJFrpQWWtlA/HTxbPNDdCaPBgE8M75//i7+17o8fraikxL766k80dkZe9/pamRWGBCDa0+Jz9959u9XcKIZCOMQCvH3z2n77269VLvHnf/lXdu/uPWMUDJsOuABKr16/se+/e6as2L0HD4ysbn1DrQCJAwpbo1mYguOPH9+r9IPi1rb2Dntw/54KF2EPhEtcG2BDsTN62Lt3b1UrRh0dOmBtbY1qsjB0QASAgmmcnJ2qbmdwYFDPxSXbi/dKTfNq9FVZWYUGkVJigmfgCxBwPDdPhkLXYm7Yqs0tzGsqrkaXr66q04IpxhRR4oHpBw2J7uhNPFCFrJSZUyKCEXFdMCF0CUR4ug8Y3om3xqtzoCi5ALjoKyTJsbS4oJDPfVM3RcYuku4F1ZgFle1KTk3RYyCZ9oK2oRBTrVC/0/8IPwhVALvg5aXCWLw1B53/n58zRPQG8NRrS3G005/LA3zQqgiRYZ38J8jggXCXxSXEK5MXCl8IC5nkgS5GlTyHDyYFMOIwAXjCKbKPOD1AkS/2DWDm74A1YI+WRFZvbn5Ocwdhalwr+8NjF0kWMCY+9IhBSkqcvXMmnfAZsBke+bfBUEtNKR7Xs4i3d3cUUjNglogDFs7hRB6FLVIXycmkfAiRv6cHB7uuJFJxUbHmOjIUgwPG61kTNFGuj3FHPHsDoGU0mphhSYHWib3BrgEkmMnC0optbfoN9goDRU+THbvQzaiz21GigsQXa0RhPeTECT2jBAAkO169fm17uzsiCwwoINQEIC4uKSs6tw8fe2Rb7A9jpkiQYQvIFmSemVhOprqqslR9zWRRsUkePE75GMSGCI/Qk9+j04qHgi8tLltFZbl663FiMN9QVpfwnAGihK/YB9LC9Oy8bAD2S6E+n4+Oju3jVCmO5v4hNxArWGGo5o6Qn9dRUM5aMM4KZ4McwiMnyU3kZmfYF08/k019YniMZCotK7PPPnui0hRYEh0MaHr0zdJXWlZRYYyPqq2rUssHIRNhAmDz448/qNe0qbnF7t+/bzw0REZyAQPbsfcfPlpPT5cdHx5ZW2enffHFF9IGuSHKCGA3m/5t++n5c3v5/LmYD7oZTxPjcYt4XDw/oIURzczNa9T8qxcvZPhka/H0ZLIo1sQzArZ8ASoACMMNmQ6Bt2We2e7OtiUwu6uwWI+WZLw8v4f4SpYrlMiAdWKMpMj1AOCVZRVFU4cHs0KjKi4ptbzcfIWrenxg+k2hbXi4NDg2DE/EcyCQtmBfMBvAJXByokJo2m14TgC6Ix0Fh0eM+fHr9whrWSPYGiEvepczssepNSSjy+GGrbF3rCv3j0FwENBQuA9H6HdEXwxWbXwRYXYZvFJ4Se2XDmAYbXNBO6dW8Obh36zj74MP5TrofpRbwCpPjo+cCcW0V1EgveXXfk/dCNzURaI9AUxkTtGIGMBJMzvsjNAasOBQwhbRaZwcst3cU4yAEpYMoG3vNCrMW2Qo5+qKejdxPkPpQzfPI85TOYcYhXqSnd5puwzT52RlpkkcpwOADC5P1ePZJ9izf9OnxwHgOJmUQoKB9UTnBqjraqukwSHjAAwjI0Pqu+ZxB4xFotCafeAM4DjpnMjKzrCe7j4165O8IoHAsyoI89CfuV+KjHECY2Y2P8fzJPwKt/Xwa89NkiHWY3V11dpLZkx++NitpAelK7E3U2woIeGsAHqcXfS2ttZmfRY2ix3W11YrRCU5RwLg7t1ORSHIJIAPzoFEGw6fvRMguiPU2ULJC6A/PDxuPM+X7hRGfXE/OEAGOcAOnWdkeMSa0ZEBLM5LVYXzCAe06tzsTJuanBXYA5AwOvaYacckPbBTAJlOEDRSrn9tY1M2jnTCdeF46cSAXHHW+ANQIo9sbe8JB/jPJ4Z3595D+5u/+U80uhp6yVUzheH7H761kaFhjUHiYT51NdWG1kFpCmAHQP30w/eWlpFuT558YTxPMycrU8YB++MhIN9//52ynRxGNDhq5qD1niiPPgevTd0RTyKjfY3iWULBx48eqUeOi4dZKMTZP9SzAACtsdFhaSVoY19++ZWeKcrYdwRXDrKYCg3dSoUv2+DggMpTiP1TvV6FNoAqzIMMIgXIeCqoOl4ZQEeHYEw4+gra4MTEhAAasRkw4eFE1C4xAw/mAriw0YRs/DtfABXj6Xm6vdPp4QjyGBY9lBj+1NSUxPStzU0VWAJYrJfeL86ZaweFx7BiPNB7Jk3Q0+uUaRB6RUdHWpSbLgrnwdZ4PP5wLbBJBF9AjzCa+yQLRSjtHGbnyWCwbDwy/x5iHYRpMFAYDofIcQAB9UFQwybQJjt+k9gg/Ef3IuzeYUrxwaEdn/CIS78d7DND71jXyPuz1lk5OU4IfPM0M+oOvWmpeuZtQiKlPgjgjkDO55Oh5R5gfHw+jhlgYJ8G+nlUwaKcIgBFp0t1VbWVM2mY2YTULPKcXA1JcJgloTs6KIeD1jEAAuDkOukK0BPQqitvxog7hcQOC3aejId2xbCMxYV5OQTskSne2DifxTXzwBlYFZEOfbYAFV0CvPbOnU4lJpjswjNKcDhEL7AW7A1HU1Vdpefv0vgP6LJusBg0u/cf3utzqVqg6wJZAcfBOvX1D2jMG1ECwzba2+iNT9EeAmRkrd++ea8sdnFxqd2/f1uAjoOlTZHojbPJ+rfcahSQY1MADNOcJyamNPCA+lwnhEUe89n4xLQcZWFRvmZMojFyvTyGcmeb+yZRVSKtl2uAaZMQRYcjKSh7u7hQVwn1m4A5OIA0QgkL10U4Tg0grWy8J6OnIBWhvlrOLhUSJIP+9Jc/01n8BHj/3X//P1jn7Q6FP64wly7s669/Y0P9/VZYUmK/+PmX6t1Tm5aFqR6O51u8f/dWww/v3X1gd+/dlr7GghyfnlhvT7+9fffWerq6tIhffvUn9vDBfWWMAAMEYZIGjN1m1BSaSnpGpvTB1pZbKmEgHMFgyEChG5BYeP3qhcZhI1y3tXVYa0urykww8JAhw1TUAjQ9Y/39/TYw0KeQjetvb++0xqZmo9iYhmbAnYXCoxEqAw6AMP18MC5KU3jGBSwRo+Shz3V1DXIChDBkmag9pKwB8HCAgo6QCNFzxHGmRjASiYEIjAknoYGmQ60XFJ7DC3Njem9+YaGKqZ2H/ORofQkBmeQL88QfIZoDbPK+Kk+J0vdcu8DspoCVa+H1HFDuL1SagkHxeTAL1pc9A+j4eUhD5Od4YzlAjZMCHJ1Qk8/hD2DEfYa++Bm/x2EDPPHqIU2R3mVEbB5o5IDhjpIHpyfHykBSp+XlYUZJTLpIU8cIpUroRDSrE6pQSkLFPV8cfNgET2TDlgDW1XWfwG9yYsLmF+b0kHVey/uUlZZbdQ1j4XO0ljAwNp814ro51Iy1IvlEbzaPM5icHJft8cgC7IxHBpBlRhAPUD/ojtS/k1ShM4BnONOnyzj/5uZbkn54pjJ7QuYZILm6vNBrGaBBWEpU0djUZPUiE0nSUrkeElNoWT29vSrk5nEDHR2tzrilKJ7Od6lyKx4G1PWxyxhbD1Fg1BTXiC1yDtDOunp6BGB0SxEBUQnB2WL/CBGp5aMPnJZAnj5ItMDiYpeAF7Ws6KtPnjyS4+D3QqEkE2WY18eYfBgbdZqsAUlO7BV2y/vBYDlXo+MTYm90VhCy80UtY2//kO3vAsyV6otFbiEZyIARnACMjbCca2KYwM42wz3jNNwUm6UMBqdHRAIThDRwrskJ3O3s0Od8Arzvfngu0RBKODAwZN9881ubHB8X2P3857/QIgBSfBip6//n3/07e/fqpSZH/Omf/bm8FLoXiwTNpyvh22+/kcclVH765HPrvN2pFhY0Jw4gFPSnn54LwBAim2/dssePP7NbTY1GexfGAcsCoRF+nz//Sd4XvYdHJDI1ubK8wpJTE+Wx0MA40MrYzi9Yd3eXgIp0PqECIMXDf8pKStRpgScEDmCOMEKYEJ6QcTw8MIX+WIRySiHYLB7NSNaXCSeM6AHoAAqoNql6R2cKCCR4T9LoaDKwwznCruVlie77e7tielB3NC0EabQSymeYCkyIBbMDSAA6DiKgBSUTqN88pYswm3XEsAEiPCHohCHz898lPgAh5uIByE6/suidjvvNhBEYIMjG4IJr50ls6GkYD0AYAkX2F6DkCyYNO+LXtA7KVP7+650H9qDDhb4Ik2H+MCqKkv2+LY3/oX+S0gzGKmGgJCcACKr69ezfgiL1R6dnpKn9j7CP61PYewPYXAP2yb1jg2ieVP1THM9jMbkOwh/WGuZH94Az9JWSK0pcnD+EVRwUjUKbnDIGUvCYTu6T/W9va1MkxIGCYeIkyEIDHMgmzJIkU4+YzxizyqpKPSoAMOAMoUXx/oRrMCTqPFlL3psJx4w8c/bQ6eZgsMD7dx9tfWNNJTZt7a3qikAScQDrUIyHBBytiEg0gBafF8qOk7nlYUEkuADruvpa9bqzfuw7NYM8uZAHjJMx7WhvlYwUAmoSKTMzc7LRhjrm8mXY6RkP5j5UwTXEhSJg2swIRylUZogpWh8kpA6NMCNdSR2cA1NZ+FymHNPWRujPw71gbzCz+roq6Xncn2+D4v95I6lSkJernnQYJkBIQpWHgbOvnAdAmKENMHnYIhhyEQwIjLHBT3V4Pr/fEQtX1u3f/tv/S8yutLzMfv6zX6gDg1AK/WZqek6h55tXLy0tI8N+9osvNf4JBCdkwpDfvf+oZ9b29/VKvP+rX/21M1klOUkHiPehsJfw9ftvn0lAbu/ssF/+8ittFKOSOMTcAG1h6AjUBsKGyH6S/b1z544YJ4uAIWMggeC5Xk/fLppi1/v3WtSG+np78PCR3b7TYdWVlRKZeR88CAtKyEBYiRhOppkQnDY3tKEwl8taWlo0MKGjo0O0Hl0CIJKx8NDjUAO8wtdzDXjEM3dzHT/9qAkzA329elYBGVAmsADYnbfv2N0796ytrdX+P6ru68fOLNkS+6b33nvvPZPem2KZru6+M30HkIABBOjfmOcZPUnCaB4kCJCg15HG3TZVxTL03rtMeu+9t0kn/NY+h+ib3QmykifP+b797R2xImLFCmRjsw6w5BlClTvezHtDMgyOvweJNf670jx46ZqnVFnFY+ItccUYeqGRfMqTp6q5ddKTg6aNKtXe+1UcUgIfIvYn6fBHT57EW2LL+z2lf94WNURohk4C4ajsMjAcDWMj/+ZaXVM1lA1Tlx7Omn+07qqFQiAhmuobxRNTxEaOGp31kdRmhOQC7965nTwt8rAcEAf46k01NByV5+BPIbcDykEId6r81qhU3AcOqGKyEJUOh4uXL+a9aKe9ayeX1D9hIiPCOfiqRGY9wCNK1y7d0tN8686trOnrV28z/xRKFOJz4g6XXCTKRN8+/YJmpUHQuCTPGUj0cjFcAAAgAElEQVT5P/5Cwp7DHDxoQOnes1dyaBCW8BwNhMOTs2YUXJvfY3BvGfTz8FHyv6KBpmMUrvfp1y98UnnI5y+E4wpvtTJuLVTN3S9yNyOi57p+BnJ0vxQh7RMInI+iHGPPiSZERgDB3Tv3y9v2d8nFMt4RjujTK/fHkdkLzXMl/Pz48XP2mT1jTzunoiiI7OXL1yl0qOTXvS6/bTQr0PA5r/cZim7OpxGx1mawXHUI2R3icBhbKtnCeOfDPdi3rl1URMUc4vX1JRbBYyJlg1QcOaaJE1KgWLykJZD74WODge+XzT/9WA4fPFDGTZyY0HNRS0v68+SpdEScOH6q/PLr5lhf1BQE4cW8zcCBgd9u3Pi9v/3wt8yu4KVXrVkTdZWpkydncZOv+/g513OkoZungb4qmcwrq1etLBQQEFmFdDadw4ugfOzYkXhMvZxCw7lz5pZFixeX6dMm5/VuWk7qw4fKS0OkxG9qaztdzp0/U86fPRfysJCqZdGiTCwLEhgyJJsn1VZEyDdvswEssNwEEUTGhcfTr+tgOahCcYz2+QtbyuQpUxMGy/khjUIAlWmuqGCSWudsoM8AVMLJiqxEjIwewywEVbSBEmwweUDeDpo0WUru0beKGRShNcphDHgjk54WsVrK53hsLIYCmz1oLn22nwoKhM2meMCYOMyeleQ1hOAA+u9uuip69a59sQ1E0VsvLBn0sPyrY8nvd6mtXJ5BjGQG93QpPXp8qCFYqdQEjk6L1LKly9ImBv3Jyz169DApBikBG3xkFFKINUyrgpa9agXae3suXbpX6Xv7RH7VJDDtX9CX92s9eTLjF2fNnpv8ImTFiEB9Do/3gd4lxhkn/EmfffbM6fLbll9DirY3oDJ5MTlaoRd+ohDP+mmp2rN3V/nzX/5b1J4V60itM8oOJMdLVUjC/8DBgzl7ztLnJYvDcvDcXAeiO6Nj3Sl+HzhwMAZ6UmP0aIcePdLDvrBlQYykUFx+d83qVdFa5AgUiRQurMXlS5cTxnq+Ihb7lGEz05ZRcp+QbgtOXZgOnSL5JOQnUy9UnTnTPdYhTpCatjFO0e+hh1g7CtO6SZwHjnxSY28I47Wkyds1ubEM9IiR1cEbCQv1Sjk536hC9jtCP4dNsr5WY1+UB7Qs9eI2ihXaypwJ10OFRZtm8+uLwdPsu+W3LWX7ti2RP//d938oC+bPzcNzwBBBf/3t17J/754gJAnSdevWliG4R6Renj9Po/Hf/vqXSoycPCWaeooYDjZahdzI8eOnytZtW8rBA/uj9Lt6zdpUSKeYAaAq9+lToayqYLJ1629l/569KaOvXruufPXVpswLUM1jHCA7iyBhfeDg4VBj5G6gg41fbQppeMxYrUyjc2htHjGb/EjoDTdvJSmsOne6tTUw3O9qP5PgVYhQHGgSc3koYRZD4VBCNEJWrXZGT1LWxea3Xowco6nPeOzoMUlOq97x1g6TQxhP35CLqmTcEsSkiisk9hk2P+MKuodkbNALFdhHj77kwZBc/bf7ss42LyMnZ1fziuwn1NUhHDzGiFPxhZNnpJ/38DNrytgF5eBjxAB+xAkNgmcwrX3UXhRjUoXsFVKyQ18Ty93zDGxgfDzOjiBj967dwolz/7hi3gcylEPr1An7/mOGJjng1ty9O+jCo/v3H4VicSUqwa3l6uUrQSJUfEi4GwxlQLrX2+QOV/vn9zl89hVDAQ3pSKAsrJAlL6Xz4sLF8wlZIe+WlkUpvAXdNNSfrRc6BSelYR114nRbW+hQbW2nypOvvk6PeEXmXbOG0JyKJVQFvfz00w/heio0yVUaXxokZy9065pvayqaudHQ/Xv2bEFk2hhH6F3YNjtP7XM503am7N23PzlSOTKv8S3VwtD5htROtraVubNnleQRu3TOfVgH60vsd/++g0HFQnz7TsVcyGrPEa+1bsCCc6GPVXSDTXDu/PmcV4aOYbe3fckFiiwYZ4amX2Oc5IkOHSOICq2Z+fGhZ88AJdPjIFtFDYifsXVGGMlzZy9kz5o4Zj0VKE6dPpNQGXJ1TdoAoT/n+Vb3OzHK8r3OALUUaQkIb+CAfrm+Lwbv4KFDZf/+fTkAS5ctL3Swonf36XOkaJAsd+3YkYb2Td98G6VjREtensSMDgNzXVXiWlRiV66Ol+7Xu3c8lLj8wIFDhUG0abUUrVm3PpXYYUMb8yAaKhxyBbt37UyxQxVx5Zq1ZfXqNRkNKTZnCD5+rJr+J060lvMXzpcjhw+mEDBy9KgMzdaupQlaxZTKghDLNTBSpHpaW9tKa9up5ARVFFVdZ8yaFVoLrqEcBWOn+pm8Fm26doNjKnoynwIXb9/evZkqxui+ffO6DB46tEyfNiN8MOKQvJDw11oK45IBS+O5amozz1Yn1zcNHO9EWlt7l/elJ2Y4jZ5S1w/tyrW6FsaXoXqXUKh76dWndxnSZ0gMCyRGaMA9MPYQhWsxNyLGhkx8o1KrO8MUN/m5Jv8QUsSId9gsoByp2at+7jNtKkrPijmqz+Z08O7SEQ6xz2fsHBrEUdQi4gB4X6giEsu8d7M9CwqBzLxHQWLu0SOhC2fQtzdxh5FBWVMnTym371ZpqCtXr0Siy5pcvXo5Mux0+EirI7OnZ7Vjhzw7oacDWI1y14SkU6dOS8cPIjFqiUKSkG/J4iURuFQx/tSxFnMiDJph459TWOFEzl88Hz6efQpt2dcD+vetJGsorkvnvJZRJ2x59fKlUF4cUIhTLtIaWHNUGwZBb+j+g/uDCF0zArK9AwxIHamI2kdHjxwuW7duzdpX9aFeQdXUjjkN+TO58QvI5gYjyXt27pLwddy4DuG6eWY6GFwD5MeQQOYzZ01Ln7u8oIowxCpasJ8BIaNbGT3PjNFzn8mbjR6V6q3hP/PmVscHHZuHIeIQjgMJnOGgwVUcQqvf6TNnYkzDdOjWrehzj5bgjdv1/JD8HzggnR8mtknJeDaMPGSO5+f1WgqdZWhWT61zokDIFvj6UrRYsXptefzwUfn6m2/KN99+E6VQ4ZOD/fPPv5TtO7YlFERNoYRM0dRhgTr27z9Ydu7amRBh/MQJ5V/+i39MO1kQ22ftQlW9WMvawb17y9QZ08v3v/+Hsji8oKHpAlCIEJZKjkKAx48ei2wQAvOq1atrkrYhDsDI4n9dvHQtoqUnjh2Lt1nQ0tIwjJPDuPc6qEcIC03RGbPYW7b8mk4PB3nw0CHhDy5sWZSZF7wyT9NM1suh8GzGEfIWVG/BfVJToS9cuJDZHw6ZMY8Gi8+bOyefL0/RvTEpK4utuCCca4SNNdwUoqokvUgFF/Q3VIUopYE3RAtU2qx1qC7C4OQv5Cd65QCTsmZU8KHQbZIP6VQr1sIxxoexk2+xeSXZoQuHggGFNhks18HgQGA2snuWT7GGclu4g6galYpSx2W6NpVY+Vvy6ZLmyNEKBvp6HVh8vTevXhUqI65N9VmrnTWDlnDzKOFCULWaV9vQhDSMiocXFNhRz2oVNZDrolBCxNPzYOx0zEhleL/5c+eVkaNHN4ZBDU6u0D25Z396Ty10wnnPlXHQq338xLGgGzSQ6dNn5lkqIlVnVaet2TfQJ4rJ5SvXU5m9ceNacmLmssycOTNS5/Y0VO1byoGoxoEDBxIN+Fltu5yVAop8aEVyBmDdLj9t/iWvIy5qxvKCeXOyx60fHhqDuf/AwTAI/N7y5SvLjOlTggLdnzBR6IcI7KzoVzZAC9LjkISyHCiCMo1I675wwdzw9DxPe0bx7tDBwzGUK1csS7THgbp2RUnDt+wj/L3o1XWgw/c8BUZSTZRizI/xmrevXydHrDAh1J08aXyMrEJb1FzOngtJn5YlZ+g5A1F07mhLMqqiHtdGxt7zZ0QVSOwTha6LF6+WoUMGBeVCivK/N2/fS7rm999//c8R3sWz58pX335b5i1Y+MUrtr99n8oO5MYYfvPdd2X5smWJnyELSUcCiH/9219K24mTZdqsmWkV09TPs0JEkocZlL1je7ly+XKZOGVyWbtuQ1mxfEnthzUP4lN7DAmvAUmePH4iuvgrlq8oy5Yvj3aWTWazshj4f2SicPFOnTiR8G3l6o0pLMycOTVoQK4tYVzpUF69IyaoiHC4nDh5rJxtO126dOtapk2fnhDGYBe6+hCrZKjDpdsT0GjXdE/P/87dcupUa4EoIID79++VF0+flcnTppZJJKrmzU8uBMTmXXy+jcjQuObPkWZ/mUS///7wvjY583gS8d7TWEPT5/Gf5AKFp4QrGTHE4rRrMRYjRqQ1RyIWrBfCJexuGCuf696rsSipgNmkPleOCYKylp4ho2lz+LvXNH+HnWEcOw2sJGUGzYbLv+P5deqYUBNqTuHio6LF22z4ZojN6Hlut+/citoHg+j75fMX5dKFKr2Ec8kwZS7whIlZQyGN9AE2fdNpuu4quUXVpFvpI5neo0cZMnRQIgmVOURwFU+fv3f/3qCmq1eulBkzZsRoRB2n0epm9zNanTtoZ+uT0FEFmOMgB3b23LmEhDopUEamTZsSxIhC5JlaBwhSOMe4cCaXr14uW377NYYEpM6wnX51JrGclvkS3bt2zQE1ZlQhDnpfsWJ5GTdmVByLfaNDZ926NdlHN7TAtZ2OBJlBP5yPtYeWGSHPj7SaziQJeggpyIfwbGfJ/mfp7hC9QTzzF8xJVVRbG2fDSOp2uHTxYvarQgajyskzMow6loEUQN8Z05O7s1c4Aefi/PkLST9VtRr7sU/u275g/NCPFKWkSYTkDBPenSq6VBNEyXBpS3MOFFc8f10dIiyv9TsMfEXnPfJzU9+8h73fqUPnNEJ4L9Fm//7Paujeo2fp37dP8nuxdn+P8P71//A/lu+//330rhx4lTAHHBePOCVkpzIKAYGv/r319Jny048/lF1bt8aQ/Xf//b8uy1cszYe8e98eREWV+Icf/1ounjuXQsc333wXhGgGAYMIrSAR7jeTdsf2cun8+TJn4YKyZtWasmr1ykBbC2yD8WwSkTt37CxHjhxKZWucwdezZ5dNBoSPGxOByk5dOoUHBn2qPNI2O0Tm6fCh8vTx4zJj9pyyYOHCjIPEopesbRonB8vB95lyESGJtrUF0V04dz4FjUFDhqQrhaYeJVgbh7KGsES+Uj6CnFF9H3I1lZyrYHPzzp1y9MiREC1JgRvFRybK5oEIkI2FgTbewEGDyvhxE+rMBsodgwbFMws5QoVpKBc3W9M81BoSVnEAFs5/+3ItTXTpv5uGzf2Cj/5biK04orpqD/hdP6/V1loI8D5Ng6kC10TQ0n0pjnyqNB8/R05X0LFh9TZSv1HlxUW8dv1K7h0JPP2Qb16Xnr17R7ST/L9qrbySIoJ0AFqR52R9XU9zT0CrPktuFTPfXhKWnmo9Vc6cOZ2JW0Lj6TNnlDmz58b45Vn1MQCcAG0t5Hj+HAxqDEeOmkXUk/Fz+PA2jS3QFmXKHBQsgS+KQLNI0ezMuYhiCP1ncKYUuxfOi4EU0ksDeMZyYOgozo5cFS7phvXrkh8Udsao6e758KEcPnKstJ5qTRqCgSCrLiXg+XAG0h7yZjoqGF0SaD6T0dNqqKIqRbRz566o48yYOSuCo3pf7Q8qO4jFx0+cKnEOM2eVlgVzg75cBxqRFi0MBgZ+8aKFCS0hM88S2+LEiRNl0uRJYTBYF86SMTp34WLRhx4R0L61yox43nr6fJyEbhAG2p7Codx34HCqtyTwGTvOBFLUeoZU7/4ZTVHD4aPHUnEmWqoqbg+j1qC1CN/NveCYPAtIFs3G1xdayp07D7KYiHw2eWvb2fLbr7+kBWuxXta1axr9iVXa5cy58/FQqB8jRo8uGzZuKsuXLwsp0Rub+XDixKny5z//1wwxmTF7dqSkaNFZOJCZtwyx8vDh0EgYuzHjxhcDvQmFel0O3afaTkZ99ccffgxvjzEjPvDNt9/FQ0ZSypQvxNkGpAfVt2/fXn7e/GNpO3kynLHps2YVvMKIhk4Aqw2a6Z6FFvpCPkIyJGf0GtL12377tVw6dz6bbuLkySlqGDvZ0jI/gorCMWTZZggjFZCK6kd8q3cF5UdhQ0La6Mq//vmfSuuJ48l3QnMOmtyfoeCLly6N/NXKFSvK8mXLIzqpH9f9QY7xvuTcHX7haheIod4zpGa93AOjYCPVL3N69ZJWsrA/62sqynOt8ocVAdYcWvPfqzFkMCuhmtnE56theZN43CmHr1mJdR2qj8jYkL5ey9FjRiYvOia0k/FlwgQFhrFl5KhRGaen+mvfQVRI3gpJ5LQgXmTl129QYWo/bDWsn0LtaOYm3av1gNKgn759+wcJcwae54Wz5xoadU/Dl6MfV4tRVdPNujG8cllyTvpYidEq/JANu3b1agwC9VyG0vrX/Cfeo/uUp+xZ+vbpn6LVmbOnk9P8+OFzULoQ0kFsIueB/QeUXr37JHWCJwhlJc8Zgi65sbq2roWRN0qAPiXkBKlC9hAqo8dY9+nbL9fnOrt27Z7qqDNmXRRToGKfoYMEmiJs4b0ZNXldnwHNkeEyp6SZn3c2hI1SLWZCe66DBpJaquvN4Iu4KIFLJbguxlg+T27XyAL3UgsS1HTqrGZzKFzHgH59k2euczs+NcYFvI8hdI7lOHFx9eeS0aKo5Jm6L/fP0cl7Qndeax8/f/4qeVBFoKRvunbLnvhnBo9+VJ++veLx9h04VH788W/lTFtbmTxtWiHtrpetV48eKSUjDf7wt7+Vo4cPlynTp5fffW+C2eLo2yOi6ok9fPho2bz5x3Lh3LlQMsymXb5saaq6NgoPcfb8xRQxdu/enYEjwul/+OO/iAGr1d+KRORmqKFs+e23UAJ4bOrJ69dvTAUKAnBjDqGDiWy6ffvO8ttvv0UgQAVzwKBB5Xd/+GPETImVBk43pKdt2IoSXqe7AhdPmLBvz670R0ryz29pKd9+97uyNqIHiwPpbRRot4k4PADIAxJVvOFZ0Qe2b99Rdu3cWfbu2Z3QQSP9oCFDw2p3z6vWrC3ffvu7snjJorJw4fygAyGQxK6N4qA4zM3w2IOL982UMzmi+t85gI1QNf/e/j7zPN68eZdQWpEB0uIJv3w/fZaWKpVlFJ383Di/5y8aLWFvsrGaBRWoXBeF10ODjIT/Fro6fAxHvR5KI50qIos+XseEQ5RW0DYGDx6QUYKkfhQOzIOA6Po3lJ4ZBoUa0UVzEpwquBRA7sec3oTWVY/OAXBAhFSpkA8eWBhXBpXasdQA2s6lS5cybEkFE7qCxK2t8JjDcg9Cd+se9ZXBQ/L71v7atatBfDpG3DtDo8DgPh1kbWQQCP1Ee0LuDGnZmvbq1ac6xfTk1m4W6jla1xiGS1R2rl8rb99V0U3Fgeo4usbRWVdcSKHn/YePcs1CP/sd4udwfT7qDoECasYZGtVoL2S0SNQriCnwyIVRCsbDs26iB4ZEK6C14bxCCO5SUwdBk69ep1WLk2X0VNiFssJwoSfitddxODqSrKmhRyqxzWfj36VinBUkf3aAsXOOgA/3/PDxk/L2zbuE69bY/Xlv+WPPloHjSDllzA/5vCbHD4EZKkXLEuL7PN8c0j8zeC5Mov7y1evlP/2n/6+0nTxRxk+aXL799ruycEGFyB8+fYw6ydatW8r+vXvTJfCP//ivyrq1q0NSlGNBKcEn+m3Lb+XowQNlzvwF5U9/+lcpUDBMUISbPX68tfzw4w9lz66dSWg7+H/4/R9Ki7aWTEOrMxVAY83RQmsjJIcNHxF6yqavN6WdDJ/HAXNAeIJLF6+UHTt3lp9/+bkc2LM7CddUX2fPKV9/vanMnTMrB88G8sVA2QTQ4PETJ4ph3/sP7CuHkvN4ncO4YuXKcA619Wglcxg8ZEUED9/fCURaZA9eP+a+ffvL1u1by64d28vZtrYQRhlk8xsUNhYuXBgy9KpVK7O+EyeMT9XSg6Sg7CF50DVfVDXebDD/bybzUQcUGoTMchcOBMVb+cbm980bSLvXIhMuOXz69OmkKmrIdyaVNnMP5GLkrfR4njh1KmEUj+4QGsxShQ2uJ1RxgNGQGD1GVOGj+ac9ZF1i9JCQoyRdSdPWycZ3mBgZeSKoyGF1SGi3jRmrx3JaGT9hQhk0WLW5R/ibN69fL7du3Cxtp05FGgo1R07q9Wt8yCoGYK0YAEgQUvOcIBWUCekHNKGOHY3XJDd/P9QSOdnnL19XnmGXzuHNhdLTqBYzKip/DLE0gk6Qs+fOlsuXLkVJRm5KWOigOog2IgqLubmdOnYJqrTWnCBUmefbu1cOq2Q+lEVM4XPpGGVu+TJqOpyd0E2aQdXR6wYOHFz7VE+3xVBDaT19floaO6QFr3TsGLVxhRwSTDhp/p2RgQx79e6bqr3C2Jt37Y0qMcJuhxgFajdCdEhbSkX4zIAoajBIGA6KKj6bcceHhHiJodLSQ58CVux1yE7RjFHCuYPCXIc9wImn1fDZs6A1/8Z4oi9JKbg+99y3X5+o/lhbIiScg8gBkoSaGW7FCZ/DGDKczg3HKOXAELp/TtbXF1qKBLUBuKpIVy9fDjxdvnxFWbBgfsJPh9mhMscCF8+GNXdWvM2S2yTCTO0rWsAgu3ktLSEvG4LSs3uPJMxJCJlqhJdEew8viaY/lRaCgw4BdNJsTTHDdtvWLaX1+PEyNbM11iaXonLD+vPsaBdoChfOXy779u+NETXdCDpdtGhJiMfybEJPaM6hlOxj6FT65F+QOY8dPZp8moWh5rxAL2TLojQz4/ZIEAt7BYoeTkVFZLw/BrrLhUAjp9tavwhMMu4DESoNb548NW07VWhgYDaKSi70wWC7Lg/MwYWorIPNATW/fl3DTojKvzF0QmXhngcOrfCWlGfkVhQHkLJZnqjRpDtCZfVd9AW9Z9NTMFChhqCvlM+l/e27GHDGwz337tu39OpRuY82mTyjEImxstmDdLt2Sd7IQCWdMn7m3x0Ie8W1CA+hCF+8s1C8c6qYlcYitGYUjbSklTZ9+rTQcqA8g9iFaya63Qmp+05IyIYvT58xMwNqhlFgGTSgci4VWBrDeqgoa1GTLxo9ekzyp1euXAoHU/FJb/a9u3cK1e2lSxflUAovbROGTBpB9ZBhht52bN8a8vKB7vuTozSlb+aMqUG3qWKWDmlftNeswY6d20vr6dZUsBHGFyyk1D00/2Z/6CdVi3aGKHUjKgsxtYdxBB071gouubUFCxaE3nHu3Nnk7HBhdee4NoaFHp40ClCikwk1SK7MWVHEMDwH2mlvf1daT56IMO+gNSvKZ4rMXbpGMNO/6RIiPMAQJW/WqWMquHKTJ06cDJVFd4dcM0M4ZvToDP2hh0dUoEm8pgRjv6KpnD9/OfzLQUMGxmaMHTOqtD57noYBewSdBkodPmxIJPWBF2kHxp+BGziof87Z/QfGBwwIOiVU4jyqKbAdzrk/vZ9GAJ08nF/z60sOj7rwdsho80/JZyEer169qgwfNjiH4d79R2XLtq3lx7/8JR73+z/+MRJPxAc9NJZW3u+Hv/21HNizp0yfPav88Q//oqxbtzpDTHgzr9MgDK39+Nc/l779BhScvu++/S5JRVbfIYe6zl+8nJkY27b8Vm7duFGWrFiR0HnTVxsyE6FpGF68eJ6G8b1798fQEirQgLx248byhz/+Q1m/fl14S3h10BiPKZGpXUpTtBwfmsqeXbvK9auXS49evTLk5w9/+Ify1VcbIpPD0/iKsUNlMKrOxKrnzzNBTcHFjA+G/sTRo+Xi+XNBcugJ8+YvTE5y/Yb1ZfWqFWXmjOll3IRxFeEIiXr1yEaDiDy5Gh4jBdehOc+fPStY57pBrl65HnWMQ4ePhgZEXWb3nt1l79695eihQ+XsmbY4Gp0y165eTlEHTePB/fuFYrTRd4wz2I+bCLF0Qq71WQ2RAMjX4WCBIQwhLEqJXAkjKsdzvZHPunDubDl7ui0qNCeOHU36QMjYerqttJ46FTQAaaI2PX36IuIJ0Ojnz3qpa77USc84jlKngQUpOZwdSYwPSO5y2tTJaf5XDWew7CWow76QC6Uogp4CeX76XEN892EvWdegys41H5RxhGMb8zSGjYhzMbT64P79aTeDLtrfm/NQuWsODuNsTYTLUg0jR44qAwcNSWW97XRr1vft2xqKypdBmL5EH2PHjc68W/sUer5770758KEOvSZDZq/LXwaJjhxZunTulpmqCi56VQnHCjtBewYJC4Dgqgo4srsqLLTF4EGQEBRng4nlWXGEvXr0CkLzWc6YPD3D4nch1Y6dapubgomfMxjWAfXqxcvXQawcn8giVdHOXRLea68DBDjo5DVJyr1+E+qXYph/qy1gVV1FqCxKZISwDqwpQy8qgtyGDRscNOb9rKGIRV6XYARH4tql3oiocrz9B/RN9VdKAfrDXYVEQ0MzVP7Dx4wsQKgGdnx9QXgmjClts+4ZpL1yRTHImvcXzqgsmvNArpwgp35WBEubyjdRQDpiBubMXrAgvCAemheARpBVM592/75y4vjxMnLM2BgCyX+qJWgPLtSB5Anw/hghuZKNX38TgnLtM9VnW9K65AHiQZmNsWXLL+XKxUtl+KiRZeOmTWXlytVlwfzZ8exQizxTNabvy6Ur1zLT9uChA2nlQZOQ4Fy6alW8vEHcZmryXjZ7DZU6JF/1qf1TIRRJjfXcufPlwIG9aUdDI4Fi5GqWLF8ZVEmWCCQnJOkBoTwE2ZiD0RW1oZKhP39m4OqAHaExmeu37RqzX6ZFz1wHlBUzKKBKBv2eeaPR+muPQ+on5AjPrW82rUqqcKtJzrQBJbEhNajDPfli7Kx5Dt7fIcvKp3vS6Pyo8kx2Z/t75OO3cRoa/IUNCNfeCT3jxrWrCXE9JO1HvYh89nbghEDDon+ntY6W37Ch5pHUjSxKaBZfhFeMms3OcDFYUgk2LZYA5ZNrV66WcxfORtzhzq3bybnMMYIAACAASURBVG1di+DD+QzG1qs8eeK4dA6IAryX94GmfUNQCg8MoOKJtbtx7VoKccYAQs14axMnjQ/Kg1L8vj1BFYThE+7t3be7nD57JrlefMOlSxfHSAvpPHMTy7ze7BeFlCNHD5dff/k51JlPn9eHwkFFjAMVQi5Z0pJr/W3LL2Xfvj0J1eR2dYd4Rp6dUaRrVq/Oeit4MLLWT1HL/hKGL1+6JNGMVsu9+/eXrt27hXwrknvy9GXSJxSJtm3fkd5iIeGMGVOD6L0fahkeJsmr00OH5D0VKJx/0u4YDFIdKrj0KqU15AzJPpHZUshALLfHGSqInUNSOAEg7D/OTcgNiUlRKJrYMxCjKWgq0JCbdjU/g/IULQAARpLxFbb7HWGs18md21/9O/TPOt6+dS/y/Nnsf2/wfv5lc0bMKaVv2LA+onwOA89+6kRr+af/9l8j6Pj1t99lXuzIUcNjjRkRRYxfft6cpLxQ0CwMZWBwWGldjuXs6Yvll59/Lgf278vBq4WOJemREx76evnmZTl+qq385Z/+qRw5dKD0HziwLF+2ony9aVM4QXg4FknuiiqFUZHygPJt8kIzZs8qK1asKitXrYyUDK8ECSRU6tQpHkPvHlTkOu7euh1isL5gVVsiATanhDGvkWoQlICe8elzQsgb128m10VyygBm14J/hnCtjYw8j2ljPI1wxINo5lg8ZMb/7Yf2PHC/F2mo9vY0PEtyG/py586dJGgJaOKrPbx/L6RfCseMgjWQjB86fFgMhn5NKsvJ9fTtm3SEIceMOCMnlKyhP+KxGRo1bGZYYvJCkHWPdSi4pD1WvPD53Yf23DvDE/T5/n2cl/sQXjL0KAVoSA6tpDk0yShaG+KgL54/KzeuXktozrAMGzG8kEkfOmRY/hw5YmRY9g5s957dw/8TDvrMrl3RTup0LojAgYdgHKC58+eE34fxf+361XL96vVy4sjRcqa1LVPwZs6cnULI1KmTU/G3HxgNRsG9eD7yfHpnKdYgknOCZMru3LmdFktcUIrCcnLVcH4KCVmYtHz5kjJ85PByYN+BDHzauWt7yOKrVq4MNQRiF2ZCTgQ1UbEYyW3bt+ZzGAliucuWtARlff78MWhqxYqlSQ/t3r0j+5uqs7Uw7Q36ItOEN0oowmccPLg/aEkEIRds7bW0mVNLeguhevNPP6X4OGvW9KAxayDqwQEk5y6PS/5eMY+R0lo3f/68FF6OHjlaVJWlpuTJVMK1m3FwOpbs9eFDh4ai4/ftDekdJH0oV/6N05s4YUw5cfJFuXxJqNojKsqeOZUVa6G91XP3PDhCbaEMqq4KRtzncHzkp1TOFUcZwU6duuTfEK1v3LxT+b0dOiac79z1UQxn0+B9CWn/zb/5N0kWr1u3IfpSHqhENL35X379uVy+eCFS0d//4Q+NuZfmGhgYfDVe8dDBg+FR6XdVjRWHO+AWn8KK0FGuxGISC1DttGmFpgwivhYyIe8H2TkYelrlEfUKalL+1OhhFUqaLiZPse3XX4Mw5i9alKrtqpUrYhwdbJsEsgGPJWKPHK1zCHZs3Voe3b9fxk2enEE9S5YsKV9t3Bj9PZ7OobIhKnr9FNVe96kQwVjK9V27cjltVaThcZvWrV2fsZH6BJPk7tcv9+DB4eW5FnlJRgVK8/7Pn70o12/eKqfbzpY9e/dm40LJpr3JLQnZhKPWYtSYsQUlxkAimmZ4YXhlOIhzZldZoUkT67BmSXoblic141Vo6O82X3Jr2u0a1S7eMUYwyhI9087VvZv2JgKk3fI7ikjew6bzJ3FO7x/tvjGjy7gJBpFPTC8rqXO9rVAYccvhI0ZWBxLpdpp1z8qTR49zkGgN4n5JduNX2sQ8ulykfQGl2jA6NuQTrSGkZj0dINfCOUGOI4ePCDHVGqvGKi5IvGudajfZrcFR5HyEqfYm3prn4F7dE9KrMF9EwPnQdPMeigjEHSBCzsN7+Ra9DOzfv6KM7t2DwhkXDoByic+ACoWsXIuwDwgwDwRzgKqJvcBhNeXQnCmIyGsptED2V65dKZ07d41RsQYcHrTFWHfv0StRwJ07t0rnzjX0wxuU15bct3dUovEJ3VsVfqjKIW5CeKk6f/ny5dL+7v0X/pvP4PRLx06FeMOrN28rN3Rg/9wTA0LkwmhHBZkUMCjHdOqcIo5Q2JmzBtbNzxUQ6NDovBKmSxF4zr7kNhXc6O4Iz302YQpFKWjSmti/zecm9y4HLzz3M6DJvpG/tkb2R2xLhzpyFCr19cXg/ft//x/K7//wx0IdxUaSBGBZkXwVKcZNmFgrtvPnpT9VHkhP265du1I9hQSbtA1kXihBNYx0y3/5z/8lBQpeVefEunXri+E6FgLxU7EDSvzLX/5c9u3eXcxjMMdWIWPGtKk5pHaMTQYq79mzL7y9k8eP5YC2LF0a0vSiloVhdUuq8xh+wZ/Hjp8oJKO2b9taDuzbl2rd8pWrwsfbtGljwgVl++R70qEB6dTiAPVWMzZUb3WcnGltTQXKYZ86Y2ZZu3ptwvuFLfMTyqQXMLM2HapOQT02tdDPGskrqHSZx4sMuvnnn8rB/Qei8nL54sXy4tmz0qNXz4RiUNC0GdPL2rXrM2aSegjlF/c5f97c9FhS3iCQmdayxkBxm5zDUpmC+uTpzNNoVpZtCNem8GCzpOprilhjOhrkB0kKiaEqRsIBotrroOF5eX/PT1I5LWEDBuQ5MYQa+HULQBtmTEyYOKlMnjQliBTfEHK3Ge0HHEShsUIZ+a+r17TtXUjRh0NgwDxHTtFfQnpOeOq6a7Vv0IAByRfJ7w0YOCi9oinkPHqUfKpKs+eIvpCh5cSeM0gIubrO463IqV8ZP2F8GTduQmZwQLkMAfQoJcPoWLdUZbt2qZFD504N9EFwsk+GAp053RYaheQkuoff8TnWS45NoaV3776pgJ86eTJ5rx49iYr2DBp0tjTxjx45svTs3SfG0TwZFVBdC83UiAMMIXneKDvEcd2fKjGDAt1zDtriGINKe2nPs2saVQ7EM6T5aJDVx08dkjqoOcwepV+f3qVLt+6pNjNsUHHdD9WQeQbnzp7Ls5Szi0Pp0T2GXR+4eboQrmuC9IgauA8VWvvOvdhjjKFuCuEtgQdAwt70XITCL1+8TkXZzzgDNCjA58OHT+lCsVeFvXpn5ed16UCjohlr0JyW9sXgHTl+svzuu++i02+DPX3+Itpwqqk8Q3OANVju3xFpce22b9sWS04KCoVF5UXCWRhJcnnL1q1l545t5cG9+xnt+PWmbyLXbJEZupevCfndigHbv2dPFowxWr16bSpjyviMnfCINt7Jk6fKjz/9ENoM77xi1eoY0GVLqmBhjKgJX69fJSwkarh1y5bI0LP+I8eMSb/t2nXr8v42EK+bdqU+VWxTUYNi86m20+XgwYMJQTRqQxoQG5oLDqDQZf78uZkDwKvKC3kgvlxvTdDXrgAP59yFS0lcm8SmrzgKK5evlOfPn+ZAEAOdNmNmhn3PnjOvLFq4qJiRoDWKXhzkpgrJM9byPtJszzxQoTFDltJ8RlC+DypiMNyPjenQMRxQCmOjKmgNffndtI9Fa08Bt0PQKESqoFFfp5Di1RXjQOsxQoxABh5XwnEN4+ViemRIdP/+fcvwEUPL6FFjyrjxEzNhjDIJIQEb1TVFIZlqy8OH5ea1a0nKRxD0/sMktKG0KLkY59j43OZaSzlYf4Zay5OcnJY1/En3Ze+ZTiY3J6n+6vW7mmopJYfNc1OlZiAcJpVl1WYoGLKEsi5dvJRw1XozMAwGJ9C8Bv/tnFh/fLGMgrx3r/Q2Pzay/FgKtZDiv/Hv0FYcUDp/DDSZLYiRYRBdeF5V/KJnkOrNWzdKt649YkSRbBkrFXFGAdJjnG/euh6jn3aupFM4KqmNbuXu7TupRlvLhJqh0tAS7JxRji9evUluODzR6FvWHKrz4TpVy7v36JmQ0x6CAhkrBGIRGjSbokEKXlUQlyCnvSmfZ9CUtWWEzIYxrMr9CW+lvtw38V52gbMWbVlTqZLHz57GrkB/0BzH53whYhtDydg5+2oQeIr2irC+ubflan19MXj3H9KZH52FBhU1JpswxpIyDhvWrUuFiLeSMGTskJOFXGbUrlm9JvpYbghU0s6xd+++dGtIvrcsXly+/vrrMm/e7NyIjSLvc/JkW6q2qmQqN+s2bIzhnTRxQsIwiyphTAdr1649qdyea2srg4YOLRs2flW++93vAqeFFzauxeGNIcv9Bw6UnzdvDvfMZhuVjpCvUrkNn65v3yRaoS6bB6yWeMbJE/7KW5J3v3XjekLqRUuWZmKb6rUuCwZI0hSr3KH1Hr7lnIRijJxQWI7EtWzfujW9lkcOHIiTiOzQiOHRyTPjdIn3X7W6LFm8KGKgaAg2LkQAgQrFEoI2QmSf45CrPjv01lQ4JvfGSUDZ6Cc5aIYFtaOkvCvvzLJt8OdQGHzbOH4G+XxOW9i7oGPcyrRfNe6rGsWP+YyaF6xhG4Po20aEUKBJlilooFOlstjAQ4cMzD2RGZo2ZWpCcuiPkEC//gNKN06ja5fy7MmTzPs403Yq4gB37t5J9Y/3dl8JFRuEX5/DKMfhJHTqEWQp0d+v34BC98j6PHn0KJ1DVFF0cEAHngGD4V5y/R1rNdfhwY9DJ2IwHj95FEFYqsNCv06d5ZoGJdT1ew6+iruqqtwkFKOnV2eDyisk41l5RpyNgytFMGLkqKJKfOz4saQwGD3pB59v7eSoEi727JVndP361exTXE0alpyO3CTkpdXPNDete96Hw2GArYsXMlZQVOZ1vHyVWROKQwyaUNe1UQCSYoBAadl1TgrAa8yeNrSrkoiD2LoYayBd0yEpCWNYvc6/eT4KKcQlKLa45xHDhsawuS6OWJEBajRxjUN21uVY9e3acyrSnjVDaMyoyjFnaj9zRgynPCaHnmhG+96H99mbj548jcYgcGAdA5z+3uAJu8BgjeCGkug0OHHseHrzlixemoQl9rSwgJzMr79uLg7u7Llz02dr8AZ47WLuPzRM5UTEQnGmjGRcv+GrKD6kvE0G6u270Fh+/OGHsm/XrnhjGnarV62qCLAxJMeDunr9Zjl86EiERc+2tpbRY8clAau3kWChfr0OnUze+pB8xekzF8qPP/5Y/tN//I8JlfSmynX96U9/KksWLy4Qh4dso1pIOT7VUXDa4JQdO3aUrVt+C0+JcYjY6Zq1ZdNXX4UkXJGWgT0NygKahOlexkCqWr6tHDnSVXiLQmk0DbkLSeQ+/ftXI7d8RVm/YWNZvHhxaWlZGGWJcePHfukbzYbNICDhXOWEWV8HnFEx8IWhYuTrn2/L+/YPMfg2jjCF83ry+Gk4UpLINP8hZRW2W7fvlls3bwet65XER5QbSfL31p2kD0juPH76LN9CchU4e0DBRcrC56TTIgPRq0CBa7UWNi3DJ3Rx3XKjumRsfnnDVN769Ekbl7GW06dPL6NNfhs3PsUkoRCkrAhy/eqVQuvQYdUNUAnHtZjEYDmsPsOfik0iYKhPN0PNIw4OMlNoeXDXkO9Hhaitijjj1bsxL4TjktqAYOxVubWBg/DAahvW3bu1PYtDRw9pFqUcPvcMIcrhas+CRAlxovNAN4xPyPeN9YEKIfb37015e14uXLyQZ9enT78UFDg3+8qfUCHKiKFPujLet39M9d9nMI6ciQoyasr1G9eizjJu3LjSq3fP3Ivr08b1/sOnhJkI18J/SM/vJpfYv295/aY9Ih8vXr0KWpPzhTY/N/qsa14O57J3Kumevd/nYO/cuhPwrSPLszMOs5mG8szwGa0pRAlRmzXszEHWDJK1J66gSAP9QbF4dZ06kfd6H1TIkUC1noccrPWxHzOVL0aTQ/mYfQ+c+TyG13n39YWW0sypaLYXAhLEnDNvXlm7dl3G1LmxVx9fpZKiZQy1ZOKUqWXDV1+VObNnJe62MDww1WMGEwSeM39+OiM0EPMGFhYyIQS6c9eOQga+T7++oZIgUcr/uEhWGzJEUpZ/279vT5j2pKUYz682bkic3swxaT3x3pSHf1H42LkzIei0WbMylFs1jFHOBm3ymjp3TkM7L+Jzjsv17d9XzrS1xosiLo8dOy6VYkRKulsS0HYyVCh6tahBlA0YLfl+qrU1YxzPnTmd5DmjwLvqHpBgnzFzZpk6BadsVB6eDWDTJETs0JBC6lRFDKA1qI2RaDdRrCHv7lRCbEI0VTEVM4abx9SyA6kKM/z9OSXkhnApI89Q4eQxlFIPuHZ+XtFADRcYUAep6Xl5bLlRiEiV0AYVjkI/tZBR+54ZH5sL9UMemHdl9JrX7U8GhWyWQ8jx+bJ3hDeQ+vv2acmrCqO0SUEcVy5fSuX06eMnySmbMXH5yuwUTiZOmBBpIQRVn+/w4Rm6T6Ht9Gld0phPr844T3NKMPl1byAFC3VNJpMvNR8BUdk+8YyhDqonjJjxm6rz5P9RtBw2A9+XLl2SKrM1so49e/Uoy5csilovioeqrxkx+mHfv18dGpb3dQ4gv0WLFsRQe350+TxXh5YT5JwZXwjO8xAuy0Ofaj0ZOgr6iPfw2e5/7ZpVQXNmNaOcLF+6NMRjz9b70NKDyFRepVUg8uVLF8fYdO7QOSNaoWXKRuShoE15adfrrEHKUCBhUR1Y7g8bYOrkSZHZcuYNUR85cgS3nD7q55NeljNnzyZPz1DaG+gtJpoZlmTehhweJMsJmIuhmGfmjb3EUQr1Xw17HYqc/tx0UHTvFgfi/D59/jKvk6+EnoXGosKePR9ln2aT/b3Bc+Bu3b6X8MvwG4toSI6DDopKMoKme/buLuZYDhsxInm2OXPmJNyyyXxI9Oy2/hYy6Jhx42qBgoCh0YUdOubQUlj42w9/TQHAQ1y4eHGqscJYhtdGYBxJ/sihbd78U3I7c+bOLcRJlyxZlCS1wyQUea1j4uHDdHn88svmIEZVMkKkOIO1aqw9SGGiYxK4UJivm7fvpvVqF+N75Ei5df16WubmLVhQvvvu+ygxUG5wwF0bFGFTg84MGc9MT41KA2FTXMZzp08nEa9Q0Ltf3zJ85KgIHRADIEwJZkM3EJyNBK1570ZqqtBpQxz99OlDjJiw1GEIKbb9XXIm5ogyCOSFVNGEz2gLiKbp9HjwIEbtxbOnSUsoSOT6FSbCvROq1lCeUWVwGHLX4PC4purZmzJTn/M+cp2KSlqtoCnPAILWD9mjZ92cCjrDhgwtXbrVnkeHQqLfZvTZ7tlzk0LgMCTa64HqnjGULmLwkIEx2kb5NUUjL54/n8IGhONACs+guYzJnDW74E+2LJiXw8toeJ/OXWsPb7/RZp32L+PHji1GEVDzrdPotIldDH/LoB9phRnTpmUUqefD+Sp8+btBNJ6dPO7Ro4eSp0PD8SUHJQRsyol36tMlYhues/tHtvd51vTpswXpTReG2Us4fYyJ8Mz7yReahcIwrFy+NAf285vXOZML5s6O89i9a0e6ikQZjIJ8aOnwLv2xy5ajtbyNmnMtWvRKNweKFgRKwFNu7McffwgflSNnLD0DRmfe7JnlzavXSSUwLIyq5+zvJoexA4y3POf0aZVSJndHyUUIK7QluokQbY+gl0Sr0FSxhw9TjLEXfK72QLJQnjFExyCOGTUyeVsRCQToHqFXu1OUpBiCqC10RlXjBEQm9r73xX0d/n5IEekhJEs5lTIyz+lLDu/6jVsh8O7cuT1E1FWr10QOCuSOBX36PAbFOMUXz56nGwFqIrvsgPCGaAV79+0tUBKD+fU335UlixYFjgtroDaj7FR2dVCAsMtWrCqrV62JLletfnXN61Rjt+/YWXbu2FEe3LtXxo0fnwZ77TZRRkEf+Pw5oZyNrw0G18hcUptzpt7ZTd+UxYsXBfqD2A4ZySLFB6gI2XrP7j3l4MED5cDevQkBh40cEU1ARZq5c2aHgiOJi7gJEckneB9fjKbuh1Rx9+8thw7sLxfOnk2OTM/vhMmTy6xZc8rSZcvKhg0bwufKQ2pMkodwrJ1vGz8GR0+w/JprNGLuGS2wZ+Xu/XsZzGwmA++sBenwoYPlOJnyc2dSRYPU0Cl0ezy4ezcoAaKS/DZwvG/ENvXqVh29vv36J4c5MANeBqXNT1VXUp4H7gmp+W99itSHe9XBRdZBjk2oRinZdPvbd24HjaGZMEaG5Jw9faZcTcP/w2xUKhY2p/vlOCAwqMNGtqaeJ4PAMDt8H9o/xDEo0KCMjI480LDiujlE7YP379zJ58vxSSdwFPaigw6pyIFBYmAf48M4OLgOkHybMNFnykXLHQl1IWM5IsbYYXO9jCekynELswb0HxRlD90DhFrtpx7de+YAKgal4o8eISxGR+nVt7hG1VYq0mhWquvuWfEDomRAiLkiLXtfFWzdSCqmDKLr8DqGwYjGK1cu5xoG9Kd80jcIx/t16VRJ7kJGRlyhhUFzJhUIGCHvR0Hn7t3bpXToFENtbTg662YNzXRFy2EkzZDwc/sfKscVRSJmcJI//PAxEk7eWwpF6gPyR23yjCFJ0YgUCwTsPS2qfZDuiYYsvLOLVSCizFyWNwYG1fA5Z+5NFaF1nxyJ3w/V6y36yos4VmvuOozDJP9uTzQVj7+EtBDKoUO1j7YKdK5IxdVmcPEnT7UW5GSDomfMmhnOGQvd3KhyG7/9+ltDBr5/hvesWL4sIaqFEjrRtYrwwL59EeBcvGRp2tOon1qAdFokLH5Sdu3eU36kxXfzZpm7YH755uvvMuMTOdJngvxCQA/10KEj5S9//afSduJEGT5qVFm2fEXC6Nkzp9ehw506ZvEsptyTrhBSU3p0jx85EtQp2Tp/0cKyYEFLWdiyMGFMBiOnBepj6VgYp855YHhL0BVZ6h00/C5cyIERNo4aOyY8ualTp4aLxuuhTfhsB9mmlb/69JlEU0VP7uXVy9cV5X36HG8HsapwUX65eeNavBdj9uDe3Xh4hwoTHfLDRevRu1fEFh1g16ANyXAWFS0hjIKANWa8oWqhqBxIrqlBKpa/pcnc/qEWMPTg0nCDxBQvtLlBTl6HX4lvxjg7mNCuvz9/9iS9rl4ffl/XLjG0vXratF3TQ0ocgN6diqqD6FA4jIw+BOiLwWPUhEs9O5Cdr7w7CANKppOmKZ/oJz7ftcuXIyyKmiF3RaDB6+wVh6JTp1pI8p4pFkVGakD4hJ4VgUzI2IAe6ZwzZ89kTIHB1RCr93A/nXt3LpMm9Qx/zfuo3p84ydn+WG7dulHevP2+zJoxLUbgA8pHr14FP5I8PNKxnO6ZM2fCF/MsxqTyjjrRtYwYObysX78mZGlFrgsXzgUccGR6eYV2nJdiysYN6xK6IjEj3ysCkHlnoD1TBa+NGzeUX37+JTOZGUmqyc3Kte4fxGmGgQKL/H2PHvNzvUJ6A3r8m9EPbafPpjMG+nMGzJiw/+ngoVdBzpCv/TVm9KiktRhDKC9GtEvnzALGzbt08XL6YRXiXCfnoVhKjk1+2ftYM0ZUeows1MNHA74UVTx/e0++2QAs4a+1ZUyprHgPe4pBhwJFndI8za8vBu/QoUPJlUyeOrXMm68COTyHkyUFN92cvMnoMWPSfmWkoITnK5pXdzVg7w5p2BurtBILNfBEyNGequnjbCLDe4SNq9evL1jsLK9DyfsKrUiw04377bdfwuIXWqrGEikgT+2B2sQOl04E1WTh6NVLl9O/Om/+gqLiGal2+Y/G2D5aCcYPUvkwC3fb1t/K5QsXU0QYMXpMWbCopSxuWRL1XHkcBgoSklx1D5E3f2n+5814aXkg/Y6Unj936FAGDxuahzdjxswYTQ9RmOcB2syqYQ6N9+NE6je58ndBDtDc49tPo3QBBciFmEz/8MH9hhDAh5T30ReEkD179CkDBg8O+jK8nGT6EBy3/lWrjMEgpNmsmvvTBrOxIUuIxzp6HRqR9jJfvDEjKoxzjYxd/u2zroFXQblNx6T1CIUAsjL7U7JZ+xteXXKHelvTMihRfjvG8/aNmyk+QAbEW8fSxBsxqoybMDZtgL161dnHEtnx9kYgNpwbYwU6DRsyqAxs5JamTJkSA3J8QP8gjvta8CDO2/TbZuVZaJjH7XK/8o7du3WOk+MwVcF9jn01ccKkcujwweRfz54+nWE7mARyXF7nIHLeDDMDzcDgILou4xgJdUKGcroiEYUGaEg4qKVv4sRxpVPn9Vnzm7duZn6tyAcd6VP7u+wPRk0e+/2HlnwWdRsOhlFRLBMG1//uV2bOmpn7bG1rCz0M9WPalMk5t1AtozZz5qzQn4j5QruMsbSEEFx+bsrUyQmlGSdnjyS7vSjkTc9r337RujMXWhUaMnW/8prCTTp4/o1Bdo6h8dEjRyQykeoZMvh5zoD7HDtmZNgJT6Lq8yhGDWLl+Bg37I+gwvR5d43YquhNaov4gzY0hgzal58zitL6JgLpWeWoRHBQnVZGxhllhTBs8+uLwfv5581BPxs3bMyAYsnD5nxTxlBxwWH63e9+H9VT1Sv8Gg3Ix44dLySVoA4cOmKhWkyghVQ/H1fE9vNPP5YbV68WRGHzbufOnRUPoEmdx4BoKLz+7W9/Lvdu34kGnZ5d/YWqMtBR+G1v3yTfeP7c+bL5px8yMHzCpMlp60rldr5ErlBFgp6Ff5kY30PXaL93987wnsZPmhSt//HjJ0bPT77SXAgPR0jiQKguyX3INSAw7z+wP7M7GB5YpE9/ZNWJZdGixSlEUF8N50iynoBhz15J9KL3MCIQjA2raAAF2RRK/ThU2PCmYbleBkmOzRo3ix7a9jzI4cNHZvOSOxo8UKdBFb20eTw3X4xVM1/GYCcmoxfYsbaZ+TcpBUZYXpNjg+aa9w59CocdcK/1OobQMw5pVwjamEUrXyRdUVHeuxCsrRvhAuosugpu3a4Dyd2b7oeb16+Vc6fPFOG0XC+Dor3LAhtUTAAAIABJREFUDIeRo0Z8qVR7jr5UKhkcnty69unbJUaHcyIusHDBgjhs6RRtYVRkdP8YyYj4LP2C/pB8HAWXyEdRF24IA/TpkzkLQ4YNLbpFjh47kqE7uhTcG4c7ZdLE/J5Q18FrrrsD59rljw260qHBUcybNyuhoGcoFITE3Q9jgk964vjRcvvWzSDkaVMmhSSusix8ZFBJP2ndk7Lwu3pfFd6suzVg3MRrDNTxE8czU4VzRflxXwza6tUr8mwZcgoonqNWLvuIEZE3t6a6hxQQ+vXtFzqIfUSr0HsrBiKDc+Bk36FMrXYzI8/1KsRjrWWcBoMPqT43gOrBw8xoZgghzO6DuycdZdyCIdoqyICO3xk1Ylg5duxUUl4MM2TI3kDArW1nYoybkvrUjOUJ5ewYXYYQr9eMX6mwGMi+/dJtMfjTx6x9NtHf01L+3b/9d2XJshVl6ZJlZfjwIal2CUN9mNDP5tV2tnrN6pT6VRZ5idNnzpYd27dHpcMc2Np7OCtIgtUAKU+1tgX9UdcYP3lKWbtmfUbhRZSvQ1WchSJDZN6+NW1bk6ZOKV9v+jbGl3dz0DwsB9kwHj18KaAcP55Ds2rVqrKgBX9tejyHh2RTgOUGqJCb/mnzT6muCc1c60oE51Wry5xZs7KRbEaekSGIwYh6yacUJA4fOZrqr7Dn5fPnQQvyfevXfxWpeN0P48ePqcx6lJFPn2N8Kho1R1buEN9N69PL9OUaRamD48jRI0G/lCvu3LxZizvt7TG6QvTxEyeW6TNmZE6rITF6HCFsm2/EiKGhD0DbUCTE5jAmJPR3lA1cqQhP1pCa8YD2hLr5kA41hyaHar1Uov1eDlbH2l0hBK45l7QpxHvaqA6GCqBDb1M7ZPhTjAGEKZnuTzlNzfHJIzn0KFDvKv8PYsAd0y1w5erlhKg8N222XMfnapTQYnwxHq5fJdl9+lwhUL++/aOhhzvHgJunwLAaXq0YwwgoBAjpOZTm8/Bahh4S64P8O1h3RNfy6tWLIGwEaGdBoYbCiZwcZ2hPWi9rICViPeSdEJWpLEvLOrw+z5rajx2TL+ubijcUTLcOIR4VxX14dhC31zLwJJ04CFQThsO6QnmuWa6v8s96xyjVUZ2fYlQYDK/xfq5RWkp+0rhN+wT6bH9fuy68Tn+qijjhTc4nxaQOCN2k3z6mkq3Bf/SoUY31Q9qmzPw5clve07WJHjhQuc4nz55WTmDPqk0IqTsPKCYcEn4g5O05WNNc44NHMVSQ7ufPVbgDYpM+qblXvbOd4pwVJLzG3pejt1e8h71jLKPX2x8dPpVcm73zpWjxf/3f/08hiTRp8oQMweHZb9+5V3bu3Blp6WnTZ5Q1a9fV/ldh6nvTlapCisS5ZDdV44ULF0SBws3wphcuXSqbf/45FVDDZ3DtVq5YnsoNb8SIqbyEs7ZrR4byGG9IBIB3sogOpgu3wVnvQ4cPl23btmRGxeixYysZeM3aDDRWQveeNrRkpooScvOWrXh1J5OHmjNvblmybFlZvEQIOzEetXffhpKJELaTw0Qk8kHkn6pq8dZMXINGBw0dUqyHayQ/5T00PNtcMTYNaoSH6314RCeOpI+ZC4ocBw8cLAcO7i9ai86fOZ3merkaB5KSyMTJk1I8MS4QT08FcvbMmRkdKP8RnS+pgGwmD7xKjvssPZQ+27U2uwFsEofUzx0ACNaBrH9CcQ3uXIM87TDlUCWHySDW6i0U6TOEhtUAakOrhtS1MBoMmGfLgQgpIF4JelSF4cNGpM2M0EJfrPmw42uHheIUKhKEdP3atRQD8ORQjqyjQ5j3b1CD3IcD5nrclyQ2Mq/QnqFBo5H6ePXiRUI/4wCF4B8/KBB1+FIM8B7Wxnp5/6Z8Uu9efbJACjJSGNBet241bLPG0iVCdvuFITSNDcpxOKEy+4ch014mtZED1xm9xzp1Cf+P8wtX7xmZp8HhssqtUl10XfJUXbp2Lzdv3EiFukePXqlCxugx/iliSL/0y7hJ/ECfaX9Aks4OFOUZqew/evwwxhx1hPOpzo+B6pV88aXLF0uf3n1j9Hx+e2PuDOCiOMMIG0bUxTV+IqTQK1xGPbVQKFRm33iuUh0QF+Sviuu+7UNalA8fPKqheb9+eT/36xniRspHOsdygtZXZEESCtcWW8L5dk8KIAx0fV6VCuV6GVDvlbOYnuAqf/XPDN7xk60ZrM1D28gkoX799dfMXeU9v/ka2pqRD3RDJFrowOkvFfIxHiqR8nY2osTi9eu3k3QlGqCLQjsWqosp4pLRUBjrbVTcrt07i1kGBBbXrd8Yo6hc773cNIREB3/btu1RZrlutNzgQeXb775Pi9f06VOy2d2ocILx4AH27TtYfvr5x3Ly2PF4ATlKRnf9+rVBSIRJGWcbnRdXnbIJb966U44dPVGvf8f2sOzRLqZMnxZk+PWmr8vSJYtyiHkjBrlpVDxgnseDkc9REGptPZPOk917diXUQqK9ef1GDqTPNZlsytRpZfmKlWXd+vVl2bIVZe7cOZlqr/GZESSHI4eSkKrBb+NNVcD8yUm5BsZLnik0F4aKA0gVVOdFrcBVBBszl7W1eb3Gz31DqKqS3tt9NI1lNiw+UxdopSIR6Mh/Zw0YoVQBa97S9TI81mjQgP5JJFPaGTF8RJk4aXKZMX1mGTZsRA5I/4EDEjVAcroiHHKID0+uSTYWVdgTrrGivxyVVGVdB2SjK0WhYejQ4WnM/1Q+lfuS6HfMsr1a7t6/m5RGly6EExgXt14PiJCfUccHHDJ0SFHsqSTZO6GhKEy9/wA5UdGtaMNBcpgHDuyXqjdCrzCRtJI8LPEBhqAits55Hprbe/e2Nr2S+4T0kMZJLKFRBHF20TLWPQZTO5hQXQXZdSuAQJaeMyMrWkJbYpx1eFBH5nBUXT0Xa6W3N+Kwz55FN3DI4Eqclr6w/1V+70oHPH0WGS/V4WrM0Y0U/D4EhSuMQe1dukK3tSh2+/adnDvXzlDJxyMeey+5OVVzkRpDaNclZ/34SfarwgWbEsdTSrl29XquGUOEY5B3pqMHuXm+0DRH7tlJmdgLDGC9zy7l+cuK8hTDqmMxVqCmRr4gvJs37yapaoF4U9UXxszmW7p0eVm23FCdQTXp/ulTOXb8VAiY4DZljMWLl4TUCHaDrm7UpLAtv/2SHIi2LNp3hAVsIGGjUv7FS1ei+0W400ZevWZNFI1NVXLQIAuWXNXSpHVVrutXLpchw4dFTXl9g6xskZuIxKaUPxCGGptHHNNMVNJXK1asDAodJsHfr3/p2Ikn7ZpDz6ii4KDO7Nu/P8RoApcKB9RKFE/Wrd8QA2s4MhTBg9osNl34cwjCuhDC0XsZeZvde/aU3bt3lu1btoSq4fqEdBDByDGjorayes3aVL5bFi0oM6dPL+PHjQ7PKCTY9G12DnkZsrAJPVzr6GAIPV27+2fcHOAPDJ68HAn7Fy9DH4naMcVjop4pNrzK2qoQkzGyzn7um4VDiYFW7IH29438Y2MYN3EFn83ouVd/MqYMp8+vzwLJuHYuJExLMzjZqsrU12zOsKgmz5o9K037gwczMv1rPpDE1Os3CX/wvoRcwlSdCfYKwy8/6f59pjXxc2thH0OWkMKQwUNLZz24HUrWgZKKKp+xBuiHkJCQyt5139aM4XO4GA1FIgjJ7ynMmL5mOE/vvr3zmcI+BzrhYropBmRP6eowB0PoGrn0gSgmvXI+GCBGUmGMvPu9+/eK2bbC4lTdu6ua9syz8t4VFXYvly9fzD1omVONZFiE917DOGp700WR+x/SGKztsxoFBe6heR9Dh0mHGCmKm1nVXDAQOBjPEr/RmlpPDsv+kWsGCAyW8jPgiFGBfiFIRhVvVd6Xw/TGiMoqpeSoUE7sFcaU7Ls9ptHfunievtgOxQrgy2egSTFuUKbIUsHKe0O39qpxkK7Ba6UOpEoIz1ZCf6XhJH329yGtXwIXoakrV2+kU+LKpYtlwqSJZePGTRHkkxhEWbh1+07Q38mTJ1K11f85J8OnDQLplOID1KYQcuXSpSKEXL9+QyqnQg7GAZWBasi2bduipOJnBAPk4iBAcBRqkXeR1Edo1uFx+8aNMmzkqLJxw1dl+YoVqRbV11YeF24Xlvb+/YfKzz//FE6YAT7r169PG5deXqx5m5RHgegcTg/Vgzx9pk5j27NnVyqlDuf8hQtj6Navq+rJNV9We/maB88hsfjWj4ExCf3IkeNRQVYRvnjufMjTHp7cnzaq0Gc2flUWLWoJYZZum8Eqcjl6GIVMFb3ZjiXtUrwxhyIRzjj7b6kDahgf3r8PAVmKABLQq4ikKT969+6D8MyE1DQBiZfSE/QnSW5/902x+OKFSxlg7Dnj0WlFswH1J3Mk/mQcOcZmCGFnv0+HgMJILXJYVz+vKKPWx1IESVgtJJLnRDauE78Q3Ikk6EhRmDEkXYuW+1IkYpjx/Mib44FRDnYwGVXhqMMJ8XCUNr99AZEyerhqxit27d49RuT1q5fpXcWNk1OC3uWkXI/DE5TbmL/LKMtFGoIjN0dRmlFQkOrcRT6sEtodftVn5FsHD8JUtEOUtrc+feqQZwst2deeLSMl3wXpeWZQrevxnjUPV3tl/Q6E6NC7f2G+mR+oF1CB/ew1OlikcaQFGFJGw+8FojvwnRSfPiWvSY0G0vQezhrECLlqBSenz/gyXtYzZ6x8zmhECBKlxlkGFjxnOVx74/HjR3mtHCFD2jlDsl9UI6oqPsyYBcwA3N0PMVavX70Jj1AaxDUwrEJhebn0kEN479+nkiul5ffr2tSOJ4OphMFfhAs6dcyetVacnkIM/qGvL1XapjySci9GuIllZhnMmTM/MtVgpcOl9ezQocOZ6KV9Z2HLojJv/rxCW95mfv38dVpS9u/fGw09FbhVK5F4awmfR/I+6B0Gbx86cCB5tVVr1pUVDS07iw7FMF7K5WZ47ti+rVy9rP9vQIznmjWry/ixY4IWLIBDr4IrFMUd2rN7V2gnYyeML3qBVW9nzZ4RBeAgAPkJ3LHXVUTRITa0Bgn54IEDITun/WX8hBCYzfZQMpecdVB5VZvIw7aBgqJevYpxPn36TIoQaWG6dr3cu3O7mGU7cvSoNMkL42bNnhOeI5SD38XTO5ypzOYw1IILU5fDJ9xsTCRjaHy5DukEFW4GyCFQufJ39/iKLtyDB1GuVSX2M+uEXyeM9rs+j2HNf1P1lTBvSPCoIsdYdYUwegbJMvDWmwEQpkFj0AMnYJCLQ0dlWRXf2sgRJQfLgJu1+v5DHA0j1b0Hh1MHgDMynzp3LkMaU6/wue7em1E7WC5fCudORZOW3qVz51JEUxzQKrZwoerlpEbeiTpIHfmoCOPQOvAOCBXdkaNGlsmTJiUfZl4xkrQwD4p9NG9+Bm4jtsOMUFPSB926lenT6pBph0f+mNKwFkb8UzqNmeHQo3uQkmejZ5YmJERunTiSfcRvuwuXVRAhU076UxgNQYifPydds2vnjiBVqA4qev3mde7J3AjjO1W6z507F6K4UM1nfWjkN8lyrVyxMkO0kPDllhkfhtw6KEhwQxyIFJJrQ/OQz3PGsQzsE/lOLZIMHt6fPQoNimw4FQIbcmfyyc6EiEmxCl/XsChGVG+9MJb4qfy1GczO7PARw3Nupcp0XqDDyHFOnDg+eyk0lUdPksKSWwSAYvz69UuHjCqv1ziDwEH3Hl3Lw4dPEo0I9ds7tadyayrijRu3s3eF776+hLTIuA6u/jl9f0IZstSmakFENqiEL96biek4WQtbWgrDQ8gzaOk9yfWrZcf2HQXfTiiwYcPGsm69Kep14K4PdQiNQsSfo7tPSWXTV5syYMTiNb02T3LkSOXktba2Jqeyds268s03X38pjNjcvKWRfozdr7/+Uv72lz8HiZqAJRxHwIzyyLBhNezK/IbPxUChZ2Zi3JaPPJgQ/vChQ4HNk6dOKWvWrI0W3eLFLQm9hK4+j8dz8BkolAXUgctXr2Uko2ltyKDHDx+JoUK78F5a3NasXpdZs2bzkpCXzOYlhVPeFwRPbiKJeNy4On9DNU3yvSlMoI0MZNeDeOLkqfQAa8FDnt23b2+Ipq1tp0LJQF69eulS8kk3qSnfvl0eQ2kPHlSO35OncRTC7OdPn5ZHDx+URw8eFgOTsd2FKWZY3L19u9y/dzcy6G2nTkZ1hH7dmdOny4njx4rZDp7RxYuXyvUbN0IuJeYpbBE6ei/GQ8grXHRoGHLhTfIv2tTwFRsVZp7eQaavN2rUqDJq1OgoSien1qljpb48eBC0xbHIX/ksSIXx4IxUHj0nX1IjFEQQ11UaR4waHYkm/+b+0IGEla4BCm/yFv03p6BayoAqopFicv1CR99yS2bMQhgS7J5lRYpVHEC3hLCuOatWh0PNzQ2I7iIryeBDdcJr63fVfJXuPWOA4gw+yRPWqrhqsS4XVW0IWo+v4pBiDANhnV+9fJN+YbLpDJ3Iwb14L6+xzsZdShHIp9uHnBWHJN9u7RSOKMpEkox0WsLw7mkxxJuTV6zFiJ5B9ZwltGYWRXKazTGS3buF1oU4LwLUFSJahMJJPN2+eTsycc0KNBT66vXrckOOu709ewBx3YhPTv3SpcuhAXmWAUbt7ak5sE9xMhF47ZSOD9cJ/SIs+/pi8AyJuXbtZiaYnzpxIo3UmzZ9nWbqmhz9nCrO5s2bC4HDWXPmpCVMIQMtAaQUpyMN66agcCEBL0TlMS2wg6u16Oixk4UcNokeCr5ayxZkWnqveB+GBWrBe5Ozw353MFatXhstf033HppNxeBAPJcvXS179tYDbwLVpMmTy3fffl8WL1pUxo0ZlaoiY+IaGG+/I/QzyAepGiI06JhhIRW/eNGSsnbd2hjhQOXyOUlai8YrQy9QHWURISE1F9d67NDhGMB+AweWsePHlRnTZ6Q/c1FLSyZr8Uw8GxRUD35FvK4r4epHBRdzI94l3BYmmhErLBWOcigQb1tbWzly5HDZt3dPOX7sWDl96lQOLvoQwxieX3h1VXEX0hHuRLUj6hG9g84YEMUCRRMOCmLThywNIEfpMMSTRiuwe56P8IJBcegZSXNOrYU/KTULhy5dvhRSKkoH1r3iVFV0qT3ItcIrB9cx9wl5JhRuqBxLDTjMDoj8LMTgQAhLJbmFjPYSMQF7DYIQbn7+1CH/xqBUdIZOI+SthQ4HEZqAQCsS7ZdcpHDSnBDPgSGwXhwblK9qCp36b0aH0VBRZRygTDk6nFVhseopgyfE47itn8PtKw7k6ZN0yPTsUdFWvU6q36q3+m7pP3YMwqJo4/kIyTlXB9eXaIzRVKDwrX/XGkHSXqPC7jUKJ6fPnM7nysc1Cwasv7MjHL17rxZwmiT5FByMV+zRLcUGIXaVrKokfgZZ6C/P9vjJ4xhR1XfOy7m1RpAceg7kKGT2OQCRKEp3EEPFCDfRPS6vXJ6cpKqve/U+ojv7yv1bTz+DvHH43Kd7dC/Wzb3i5Fk/7+3LNd0nTfW5lJnTp+ZnXwze5ctXy6+/bSk7tm1JeIVgPF8rSq9egbjyODt37QyxUmXmT3/6x3DpEgp37BjEd+ToiUwt0w5mcDWDieXOczjcqqanWs+ki+L82XMJ74S7VCGQCRPzGwb8+HHaWSBNc0j7DRhQ1qxdWzauX1+orrh5uR2e10AdhQ9yUDu2bS3Pnj4pU6ZVleCVq5aHbS65WcvZtYKLr0SnbufOXaGrQHUoETaxwsbvv/9DWbZ0SbyFh2jhbJCEr6nivkpuDEfREHGCnlt+/TnqG3T6zJvQ7UEjcPmK5WXBvLkhalqrmteosvbNCiHDUakVtY/W4RNmyb9B3IcOHi779+1LJZvChQHo8kiGzty+eSN9tx07dwrsZ6x4aIqxI0aNikOZMWNWmTptev4+dcrUsO9nzZpdDLqZO29emT59Rpk6ZVqZMXN25L5mTJteZs+Zk7XwbziAJOVNDWNwPA/jNeXYepIiVwGU72okjDMl7cH9JMcdSEjkwoUL4Zyp5ulZffL0eWn/0J5+WRvf73NqCZkzLrIhYtAIoe0h5HP8qmYFloZb157VsJidEeOj0+Pps+ShOLWKmmsYDuEwoA4UBwxR6ShSJdbtwBEa93nj5o0cQPpyvRrDnF2ga/MewkChomIIlKLvlWyVHtJuWggZJwe9Ua0WjnGag4cMTRri4qULQVZygvalsE8OliF1kDlExRTcO/QNTkp+04FPccL81l7OVJc4GEiIwYTi3BfHCR1z8HW9b6aHnAGCXpNiaOTBKv/uZhCVfB+HAA2rxCo8yJWqkBODSL6wIUHPmHtvNBj3JqdHUEM6iniu4g5y99DBg2OkXJd10Z+rG8LP5ccVEzg9xH5Ro+eroFdTIR2js8d2EPD0es6DQ5J/TEFJSiWphA6pLUDb0GrNfZfy4KEUz8uyaOH8GLwvObw79+/nobG0LYuXpB/RxfO60IZNq0gBAZGNEuu7COHkh3eVMiJEPX7kcCqaDpRKKwsvdw0VSGrS/G9rbQ08Jq2zcOH8MnTY4GwEOSOb3yQyPYr6JFl04w4XLlyUCVJK0h4YI6Fa9vTJ83L06NEiZwjZyBnq0TWQB5ribS20SqJ/V+W5ev1GZmsKPx/ef5C2qFH4fCtXVQNg4MqgQdHs1y0CcfHO3oOR5XnPn7uY8YQnT51IFVEOTPg6fcb0ghyMiCwckx+zSR0yxq4XhZdS8p4MqEMmF/fufZ0Fa/3xH623g6TK59ukMmsYdBV1XhPBegeN8crQmQdPZpy3HjJ0WHIuNeRQQa4VsCCr9PN2TpULCmLQVV15bocKEssXEdEPtZXKZsNvshckg+UBGWa5IHwzKh+S9ap8T54YnPIy820p2ZgK57mSY7owoM4TJWFO+BPyGDeeTP2ISkJtf5d8EgOA2+a6hTfV6ZjfSxhyWJCU/NHcefPL4cMHs6/QfK5duVKFAG7fLPPnLYiT0vNtv8hTRSAyyjCKKZ3yMzkiFSGFA1O+5K/sdTlkOSLPyZpCYx87oO0oOHROxwJDzMBIJ5y/cL4WS7p2S+6NAf/8/n0+G42DUefIaMqRjT9+9FgMnL3hIH/oUJJWkoeaN39u1rft9KmkCrRyQbW+2t+/Ddo1C1eRwHxnKJ8STBxGlyptZcKXoVIksNwPfisEBQHJ11nbxS3zk4eUywxPcviw7El7lkiuYVnUm2/cup0ODikDoS0F60E3BsaROQ+1gEH+v2t6bR/SXrz/MMaGAwaStLoBJ0jmqCojG5Jo2BKUVQwht//tZ8ZfeCr3CsHbAxBq3n/S+HLkyIlU2qFCbAHGT0TiWvBi+/UbmjPLSN+7f7/u578Paf/n/+V/jSHSMvLVxk0JvzwEhzFoaNfOyJNPnDSpznBYOD9I0EY2EPoIfa0d26NtlxkMq1c1HkBFYrwEQQCyNugUa9etT5VVsllJWgjDaBDgFBoeOLA/GwSy+GrTpkBSnpX3YUAjDPn4SR2ss3tXwgp6ZnKGG9avS7cI78tLoWG4TmETPpzq8Z49u6uScY/uZcgwFJevk490PeEvyamRSFIRbfSWan07e+Z8yNiMu030+OGjGNUp06YmNFeNZsTlPYVDKnA2qo1Y80vUKCr1AQIJDeTt2yRuT7edSViOSkOUQI4sifqHD4OyGUzqJaZ+ab73LObOnRcOJH7j8uXLysKFC4tB39qtjLVk9Bk9HD4I09+RUiEL12bzQ/G+CTRaM4ahftdEvTDNa/0JOWjhsdHkbidMGF8mTJiQ4sG0qdMKBDl12rQyedLkVBEHDBoQQy9RTgFGCOybkTT3VPgLUT16/DRhiY2dVjbEaERp/+uI1V/1Aj1/Rpphdj8jRg4ro0eNLsOHjQz1Q5+mfOTtm7fCt1NdloeSluH87ANOhsHyPjZZva8BSehDkYzjjevX0/Mr3EI3CUWiEc5CHMm7NgbpyLUxggyZe3n+nNx51xhwobPPY0B0vFg/6iUO8bETx2LUOnToXIYM0erVJ0bIPQq7IUBpIlVedBOGHkJjgCGxhOxpP9M6eT/Uq5ou6R0kK4zkBF2b3mL3xfCGBB1uZVUbIv0mXyftwCjZE8RlrRdETGwVJahrtx7Jv8mzK2JYB0jL77EVjJ715QTkU03ga86hFSExTL6EnkCEfcSAORuUTYyN8HvuAXr3+ZwvjUnAB0L1euuDuQHNWd8azuOKfooIKWQLbDgvULa86oxpU/LZX0Laf/+//YccbKEYdORQuHhJQgUGcykUMnRTrFy1IvLSvCX+DSOiinrp/PmCbyeU0xXggl2om8Pbk1CX/4PCkJBn0xfrp0dWEvtzbuLQ4SOZb0t/30CVpUuXpXdXCKGVBz+W4olwb+++g4VclWQ6Q71q1Zrk7BQoLDAD44FBpfIsBAWpGZv3aZYpyE35Ze6cuTEWUKuDYTNJrjN2vqAqDcjmY5hapi8RkkCtETpCsz7bgB1j8OQRbMqEqaTfP9W/eyD6TqEXRhTiVGjhlQ4fPhIjr0psoM2D+/cyjU3oYLYreXp5SRPSGDkT6D2nefPMX50YhATx2Cy1RalBm2kKBjTyK/JxDjuDkfC6ETL6eXPz2YBNA52qrZxK2vSaCibVkzt8EDfFadQNDHyVOkhh2PBhaSejNizHhHMo3PM+7l17HgOI1iLHd+++7/txZDayCqbn7cs+gsbspeRsGgISDIlDD30xSKZ/ea2oRFrEfAyGlUqw3BPLiZ7AWOUrbJ+a5hDNaHNymMmb1z7yRn7y1YvINHESUIZnwnhYQyhOtdLnQrxyXvYmBKW44JlAUpWr2CEHGZvh00f7/W70DF2G7hB71nXEOGTinkjG4b4b9MgApurat299Vp1qldKaCOMVIDyPwVBPg0eY9ejQqebcHj/OnoR6fI49ag0BkLdv22OEO3buEifpGvwu9AmVckxAxiipp5DbqxEXvqIzCWnl2uRq/tztAAAgAElEQVRFPV/n5+atWzFucq+4dvaXZ/5UMevlq1B4GF9rJWqjfESYNdSs3nUQV2gtz14klwftQX6MrQIFaXwdP9gTjC/1cuBL1KHvlvOugOVT6Gue+ReD92//7f9UpkydUlasXFWmTB4frX7o49q1G2XP3j0RSTQe8JtvvgnUBbMsWCUO740uG5mWr7/5No34Dp2FcfPnL14Kr0+ZHOwUchLldDghOxvIZ8lXQU4XztX83uo168qC+fOrxNRHD0eOp1PK1UjFxDZtsO49ukWMoGVRS6geNQ+BECwE6JBKEE7atq3bQjuRY3I4dYd897vfl5aWBWmUZux8yRHKbbi2CBSagXvufFAXEYXn2nf69yuTJk0Jl06BgxCCwdLoG9CInAXvysM4HNbKPb4T9hnPeEOL2alCmIG2HS09vbREE6AhlCA5n8lTpqQarsqL3A09Tps6pYwbMyZ9tPJQ8j6Mt1ylBLGNJexI2JL+TSipYyUKhyMnj1XzUc1NHePRSBbnIDOISdQ3Bv90lPj3Hl+yIEFHXsvA+H2HiGHhcW1OKFCuRpeImRUTxk+IhLt9IgcoV4MX58ApsqBbPHrypNy8cT3GTzuRZLR189yto2vgsRnOJnqRI2iut0lvOHechPeX9sAEgBxVBPHmPB/v4/dEC54Ng2rd/J3xJq9l/yq6yGOhauBsCmvt7RRzGpV6vwMVMbhQKWPr96yffQYte29f7sM+sz6emYMvz6l3l6HyPJsoNGspQujcJQU+6kCI2dZPhZQDlVP0rD997lAuXDyfcNEZS4jZuUka7hEHoqDl2t5/0n/aSO43BmUz5JH5v3c3yFJkwBBnzTt1Lq/k2F68+DIhD0iBjjlGCIyxHTpkaDoaRDTWAz1KYZCBgs50ZrhWa6lqreDIQFpTqA0S9T4OgM+3r+1pxSnnhRGW+vCnZ+FzXVMdc1m7SjAboD/7WnXZ3rJPfL6vLwbvf/8//s90IcybN7dhiD6VO7fvlQOHDqUYoOwuDKU2nE3eoWMmm23fvqPs2LYts0CXLFsegu/QwYNiLCAcJeoffvwpQp7yX8tXriyrV68uY8eOCsfLoEqem2Hdtn1b2bNrZ1rGDODesH59wjKfp1XNAzDtKI38v/6cgoYF1+PbVGiRIPYzqM5GVL6/fPV62bf/QCgrCKcOBeOx8SuN/wvTphNYrIE8CEF5/XW4XpeuXCtHDh/J4GQ9wzzUwCFDg7Lk/KBduRShQkYiZogNw1zJq9ChinOTL0fl4dixk5HX3mXsY1tbtNzkvFJc6d+/GGU4ecrkMneu4eCLowRi8HI4TMOHJXfqYDRzGvJrDlQOcSaQUTJphoRsPi03hquGgjagDQtFQRsMyMcoOH8MEmlyJa2fQ8Uo2DgMgEPs930zOpLLDCuDwwgIo2w2z8BaWldhtKS76hzkZ8gNlC8U1YZVUX7ntOGhwyjGKEAQlIX6NL0nd4Qy0sMcEVdeDyNDy6n6k7gqDcNhw4eWUSONCugTuSq0Icl1A3CevXiREE2FFQLgFIVaDrZTZw2lTqQ1tGe5dyHqLZ0et25m6LMiA6PXNPLWixFzwPr3r10WEYK4eyeGjHHLnF+sAhxK+n6N9qx3b99HZkzbGGSZimSPHtUwfKgy+1rYGA5UI0OnFVhw+Rz8Jurt3r1rBlwbc9mzZ+9ISVWEIzTtHFSrs+natSthEbjHEcOHxdhIsTA8r9++SRrF+op2OH57wHP0bB8/ohz0IUgYqGB07D3G98SJ43G2GBTOK2NtjzFUziLuHWTN8boe7AbIW3FHVMBWsASQLyoNxRXr7IthpCYuJRXB4cbwpigs3X8QpwLhc7zemy1x3a7F5zXTMf/M4P2///k/1/kV48el7M86E8mkhGIQz/yFLWXpkiVl/LixEa/Etzl77mLZSs69ra2MHjeubFi/MXpa8kEdOxLLfJlRh7/8vLncuHa1TJ0+vaxdszZSO4iKDpoLs7H3mxu7fVt6KJcuX57QmBpIHmqUVrvFmp85dz75t9aTp4KWjIek8DJjxtRUKS2293QIeE85QVPDTHHHQeP9GG5GF7nVZvQFUnP5QhShO0ONtKggoskfwx/SGDp8WJk/f0F+f/78OZUj1KvmaRwAX01CsAfNQOobVKFubT0dKS0UGHI8xhGS0hZakiWCgqoqyvKybNmytFtJqIP42eBBjDWvwqB4uAyrA/RZrrFBl3H/7sM9WWOHGYG4IppqxGzqmiKok838DuMXYyfkihKvpvwGMmz06nqv5nfutRkWcUpv38YofjGIDfFNz8T1epb2xoBB+HVDC5KsUN3IQoZRgUuYzLBKW1C14fEhG03iBX/vo7ayWoDxdwfO+/sd1+U+GFwGS5gFyfL6QiC0EwK2UJ+D279vVZiB7jy7um/9vfLi8t+doJJuuYZbckxvXpWePaESCiAOWUWK0Ij3kL/q1rV70VamG4MytGswMlBoF2cgpdCY7sZR5fDfuRPnMmjg4KAzz8uayR/Kb2kVlENWHEKxQVgXIXmNL47IgJu0vtFMHEAF2eDqiuahWutACj05xs5dGwioquF4HQf2+PGzdGEoKkFpriORg9aul6+i1yjnLkctTIXm7CMy7WmhMxc4aao6TY+h1haKnI6IrLoM5UFtrsWmxJHDsfN3abL/n7c7ba7zyrLEfECAIAnOMzERJEgCBElwlkRJmUpJVZnVVV3d7Wr7zzjscNQfcLT9B2x/dtgRHd1VmZVZKSlTqZES5xGcJ5AEZ4ITRsLxrHMvMqNdLrs/tG8VkhQB3Pu+5z1nD2uvvXYwu7m57BF71qkCnbFJ4CJn1joz4DBWxbRanKtwA4wQnQVR2s/KPDzLrNPf/u3f/q2//PDj8fLX//Iv8w2scy0cCLQminV2d6UYsGv3UDaSkPvsuYsxdr7P+h88ZC7tX5T1BvUuqrk6zOtX//DLKgrQ2RkV4p/+9MOApqy/C336fLwcPfpjWtXu3bldDhx+Jz2y7xw+0OAf6adtScR1+uz5zLc49kPV9VJN/tf/+t8EC7TINg9PYePzEqg2X375ZfmP//Hfh0yrOHHo8OHyi1/8PJ4CWVNk4sumlMJacJw3/bTff08c4cta3OhYkmrxu+8eScq+a+dgFtmGt9ltDAaDAXJghO0M7s3bo1HnNfbx73/5H8vRb7+NDDv8j/rspu6usnXbtnLkvffL++/jLX6Y+0HTgUN4aCgCHhryq3WLEWJEGgfV5/k3m15kV423CM9/1Q2jAg475C1VH1WrRTmeZWAFBrChvednGRM/C3+tMk5TiVL9vGi1VtSrPh7joeDkc+OpMyJStOjfVKkrYZsTsjdEO7WqVgsptNQM0SYhRTxCBEN0wRrqEFEYQi42IhFALv0TUYELGA5RWfPZizYr7wvFY3Hp6zOApzPOqqW1krkVDEif60qR4ko5F0W5pzXPMIazlEoZWW2c4ppAHA8fP4q2n5kYnKI2KRFnDCT5rMbAcGA8hZOQg2/fyj5Yu9aozVWpBjefC+PHAfuTQVKkgktt3LQpUUlA9wZZ2BpJW1XvzTFZumxF1tDzdb8M/upVK8JDRHBG3dCj7N5YDFiYNfMejD++pAh2xfKlgWE4ZVGrPUKX0e+Lkk0I48A5K+cQpQgZHXczleXZ2URuIjpzQjwb/fJUZXSZcEAGZDFwikzex+e4KFw9nDqOwHVaB/chKrw7ereY4Jfn3M6ot2Tamj85S4vOSarq3rh5M2vrfVyHfew6rR+YiSH/v4kH3L33IFiZTTk5MRU1VsTWcFjeeTcH0S/bDKo6BAy//ear8uD+WBkYGkpj/d49ChXt+Rm6VIRBv/rDl9kk8D/tXUQF/QzDAFMZuXS5fP3112nwl45SCTn8zuHIoltgYTN8R3P7Z59/EWD/xfjzGOGf/vSjDBgBNntPB84hRogkrPnlH/6Q1BGlg/KF9NDvkKgGTgv5vb+dygj4XUbqzLkL5VvXdOJYuT96N0aBQILUWd+ryFNFTVjPwYsArAsj4b2Sxr54kbI8VjiMzpQpkTLjgUwMhzF3g/TTvn0Hkrb2928O18kh8IBijIHtEpdEUlX5xH36bx5bpMYIJS2drYanSaHhUKYaXRqAZ3iH1kFOxghHm8WXaJaqh0qpnmqFKk4P7iW1ByeI3vxdWsEQiQTRUOAunlOzAue6QBcxpKKxRnrLGfi5VCsZqsYsCwZRlMYTr17tvlekwAEecDgcTum+zwWa37s3mmuGJTpwHIAIjy6bwyJFtSZMvQjYc2Zcgy+txE2rQ6KMyxTxuy9Av3TUevu+CMR1xV005jhI+fgPhkHFs+JpG3KIRUIcjpTKfelY4qDaWtuz5vfH7mU9EXgVeBx4Rs/1Wkv3gWuHhnTjxvXSvnBRDru1ED1J4D1TxlWXEpqIZ4E3Km1j5L28p7Ucu/+g3LwltTUJrE5ys8/d2+LFOkYWZQgPfJQikZTS3vfy3Dx/leGMC2goFgkIFi6EaT4u169fTfSM7gPy8Fz93237O9JOVebK/vQ8FOoQgBkegq3WyjNyFkRoggVGzLrYVyHaP3iYz3fONDZ4oiI8ayT6lPE0AwuptpeKPYNorxCHsLfrgKR/Yi4tPfhM554rmT3xxe+/iJJwb9/m8otf/IuyZ1ftqLAwQkaN/Ia0SFNJuh86sL+sW782G9wBQlP5u7/7D+X6lcvlwOHDkZeiGqtn1EO0m3B7VE2/++brAMw//dnHSRUtCozDDzkovPpXX3+b6u290Tulu6c3QgBatHg+m8VmSOqSqe/Xymeff15+OPpdefb4SdnU1ZXWLi1maCdAUgaS9/CAbQQbilS11Bot5vSpU+W+BvHlywts8tNPzaTdWzb39DQwTkZI6tM+n8JOTlW1X9Gl6Pazz35bPv/i87QtmUXBi6OUoNp8+OFPy/tHjoR0vWP7tqTXlTG/PJGL6hIjKoqpnq9WVq1/nUerM2O2di8wBpMTcU6qdagMCKv4hjyoDhr3RnBUD6ZZHPpIL1wwIo+IwMWk2+fOnc9hYqTNSPXfFy+M5O8EBa7fvFVu3LiVlEMG8OTJswwYkuqjD7ge1TnPzcFXIdeO5UAwhNY6f0+SUtMwh7WJEcGebHrpCf28zs7u8Ayludbi9euXORBA/itXLqXJnnJKtOky6a0aWA6BIfQ7omCGRXoHZ41WnIlr7W2JtNF+yOlPTWkJqxVSv+ceRAgOqagB5gUjXLFsZSKT0Tu3E7UwJDhkqo2qy83PFn0o2ixa3JFKseiNgCZakVEF0n7zW+09Z4JhYGClhrpUlixeGqYEp2yNOBRV4paW1hi7kcuXsuYOtP3hlWvV+ti6INxQcvt6nue7DxRkVqzM56DrnDx1ItVZRSXGnuFN6teyIG1d07OzmTAGY13aQf+w4qXatXDp1q5bU9avq3MuGPik1GP072bL+g1rcjbcn2chTVUwAc8wYs4N46zAQKSCccYRdO32CJ4eh+3a9c9zQoypfcxZg3oS1beUGMhnT93rmnwJ2vBKRfDSaNGj6NJrvuQmSlLWFRHQ5tIjKb3T6D40tDPGQfom1bh29VqMIQMjRUSyVVVhNHwY/bdTp09nlihjJIKh0ptKzcKF5fVMnS+Jd4aILIpkOIeH96b6yLOjSfBi+kZHLl1NZEe5VquNodrvvvtOSs0iRfiDFE0KJnzWV6oBm3E0ThI/7MDBg6V/65YcphotIVRP5Hptbp5Lb6pBRmbuvoIBrF9XDh06nK6JvXt2Z8yjQyyaEj1kkxkoVOYSKTj4jIqmayRUZE6YkQfF+6OV7Ni+I+KhjLqDDci1UT1oHnpBQ1Cy+f7W0705hAoHPJ0Uw3PwPQaQJ4teHEP36HE8nP5VG8x8CYodoiQbUUQjMvP3eGbXn6jMzIzZyPeIWLP+PmNGv2tt13LvDoYDIPoAanu+niu5eVGQSqMKIKxGAcFh5ry8h3vg7GBQDkKNVHVUOBQwxbeJuh1gm5nxQ/lAu7HRVW/hYooa8CJtdYYc3b27twzv2ZMMRaQhbWak3Fd7m77WaixEYpyc4dzIvbC2iyMXQzT+5tuvg+vZG9u3b42RFKkmbRZKlLlw1JRha+HjdYj6IhwGjxy750lfkbOyvozgzsHtIV6L5BQdrAeqCo4kZ8BRuFeHddfQUAwejuix4z9mLRHgQQb2kL2CVCvKVEChvt3f318+/eSjGGftYK7H4CjUmHPnzpSrV6/nvVF3XIPPZ3S0dJ44Sdb9XM63ebWeiWBASqo/l+F1nhRSFmZ/zqYY4nunT59Og8DGDRvzzOwX+L5UEhfxwYOtZcXylYE+OBtVY4IL2iPdq2cPctjUuTFRrevduqU3n4+raI0MZ5JxdNureJdRZ2krd++Z90KzT4BVDeHIpYuJdrs6O2MciS6oBDOoBBOar/kqLcPi8OCFmQN74cyZYuaDFNBD4314yqtXb4S5ff7suUiP/+W/+Mto6yOt8uCauL/+5pvy7ddfpfF31+7d5a/+6q+yyBbUITN/8/ixk+XzLz4rWsw2dnalyf+D998LudLm8nMOJzLi7774PCRfqSJQ/+OPPym7h3ZWvlxD9FLFRuRp5gRxA+1tQOt9Bw6WTz79tLzTGKrC4wswPHyCi4yCDhB9u99893U5c+p0Qu2NXV0ZwE1WikIEXqIDI33icdFWvGxGqSJx0stXrqUFzIZFrXn5YjypETl5QgsffvCTsv/A/pCopQM10iTOWD14c33qw6mSVTA0RkIK4PkwVqRzhOy3bt5JH68B4ugtIjWdH5cujaRLheMaHb2TtJxckF5TXQ/A3inFlNevw4dTxeQsRGdTE1Ph//keYzc5UdNYa+/nXiYdfp40GEB+7cqVHIwbjY4QEQoaBwFZzwSRFFwgNRUSW6+aildiq2ddocb6JxwyeGQrNZXaZqWaaHPr9yXjbvOLptEsHtyv07EUCRQ2RA2igYprtiSSahp211AjyFWBFPS+trZUJy7Se/joQaI0KVbtrKhtVva96/Kn9Fiajmzs4EmxPP+2tkXVuGfWCw5njRI5BfCFTScy1UDf3r44DkNqloJLo6K9iNjl4iURW4BZwkVlBHhznIF9x3Hinb16NZHqrv3b17elUpOiyUgavjIV7t8bKzdv3cx7JhJMgaMl68OpjD9/mXGauonsR5w2TtQ1wOU9S++PVwkjd081qmoJqZjNYLyamWGFE96WixcuRs3Z0CGG0LpxAs4nR+1aVuglbwyRIoQhWDC8SPpqrfwOLFGk1tvTmYKkZyp7efXqTTIAaa39o6VPcQuEwFhjJYg4iVcomBArUKD0mjd4LCYQkfz4b3/zm1zYRx9/Uo68917ya4dRGPz5F78rn//2HzNm0exWoxjdtBdg8srVq1FbQTDGITvy/gdlj+iIPhYqxNxcuX/vQfnlP/yyfPfVV0mDdu8dTiprQInUtBk6q+KobB794WjUgRVPPvrpz8rhgweSx7umpHttbSlxnzhxKrI4x49+H8rGzt17yicff5qpUzCiuvCVy+UzXr58US5evBJNuG+++bqcPnmqoK10EaTcvbt8+smnZf++PdnINrnfdxhFK3AOBj5k09F7ocpIhQkRPHn0MOtB9HHbjh1VQPXIkTK0azAyWqJUhjdRWwD3KmlkcLeXzW1zJbojJKBDYfxFuXP3Xrl+HX+vTsg6fuJ4OXnyZDyn4d/UPqia4LPBR1+/rMKfDE6jfhHoQIpIENUGx4MTUTMuy8OPW16WNLhfIqTmpvRzNrtrVnlWdGEAYX3h0KXN72kZG6sDyal9YO+jHnCCk1P0AmtUqsggUvVetYocMlzgi+b6NknCInj9rJ4fr49yYi6t9WO4OQD3y/hK59tazbuoPamiZKlj08AylDIZ6aZDLWLiFH0WIQsio5wheghjhMrjJWpkmBKRlpJUVMFrekZx7GGqrNZk8RKDZFQ3EbLrjAURMayXAaWHJ0uxRjBIoLzqpX3lXEihqbRgOHBW1JlFvziLioEdy6gFV6jAA2VsQRLuJQ5hDV27Sq1hmFVcOUBGoquzKzj2lAHl4QNWQwTHFJXZkwZg6211LbImBgOm6Bp6NvfEMUvDrZGsgkFa0NIWihnDnv1Csfjm7agXobYo1MBDpctzcy3Zo9JUXSP2gPOL1qJYozPJQB7ZjudL0ITD5ugMNnJdCoS4jgyaKjHnZr3BEQj80mKRNuMrymYM2QmdR17zBg/LWQ8nGsbFixfSbG5i2I6BbamC2Vwjl65kMpMuCI3kBDgHtm/LRbPgBkZTJf7dZ78NfqMAQS0F547HkCLIq0+dOl1+8w+/Cg4wsHMoAqO6LuTa1eO1hn81cvFyQ3X4fDHtXteFFioN33WjUNqYKc+ePCsnTp8JMVgvL9Bye0NA4Mj77wZLgSklMouCSFseyKVL16JRJjWA2U28eV36+remYioF3rN7ZzabTQTbEBX6ew7qzEwO+8lTZ8vRoz8UvZQ2x5OHenNnwjM7cPBQ+H779+3LgJ9UqZrquOYRxIhW2kQMSUNx2Vq6B1gFygJqDaHOH48dK6dOnaipyJk6kxWW8ubVq9A4bCwFEX9yLqqS1lSPrwo1hwH/xH8z1No8EL2sRAZUHLWriRbMdVU1xYXasGFjIYiQSppiCkFJ6sAdHUltEWvhUtJshs+mNLIxQ7Iz3PpOuigYE+m2YhaBy7qWlfgbMk/NGnMIHARRlmiQoXaQ/Km6ayOvWr2yrFlbsSM/63OtgTQeqG+vKnqkep55FXNJTf2ufSByVeRwaGKYFlV+nKEzqpcoMQvb2hOZeQ+GzsF0cBhPBxKp2X87VNR5FDI4KBQbhomhTbEhle9aMHCtDvb58+dSJFq9Gr5m+E8dVi3CY5Tt05evCeReK8+ePIlowubNm4N8hgnQWgeE62l++HAsEaYxnZXPxjBXLUVr3KS80K7caGznkqp4Y305BHW2s+fOxsCgRSnyMDacoQwIfCWS69+6NU6n6QTdKzgBxcd+4UQYbpABx0P/D3c3KeZiYr5VoUiKqajT3bUxn8EIyWCkrulHX0uBuX6+IhW5Me8TcZHGTGfGVnAmVXYPinwKbKrEDJ8eYNci+hMsyJLYF695DA/NgCHSdiW9MaRma//WeEHUAFgDsBtRVt5s0LEBwxbQQyIgcOlyxdp4/p27d0eVw8g4Hk7UImw1Cu6zzz4LULxh06akp4MDA6m6WEQHxuePjt4vv/nHX5cfj36fTSY1Zuzk+d4P5WFhiynoE+WmWbY//hAZKSnbpu6eQoX5yJF385AtishByd3Cw7Vu3R6N0CnRgSqp9LJs3rq1HD78bqJNvXgAY9cjIpm/toY0EqWIS1euRVbKBn788GGqtIiUnIH3ObB/XzhGUhrRUZOe4Rq8LwzHn/VA1/VJNXJyIlXmyEFdvRLNtRBx79xJysVxMGgzDMfcVFlE6dbcCFHQxo0x0iINXpsOIdxG1OMgMRpNjLRGrDE3uY4YmqjU1rkYuF9wVF8cy4tXr7I5J3RFSIdfSo/fJBugR4iGwdgEwzKs+81EuX39erk/OlrWkG5fvSog+qZNm9J1sbmvYqqiLpAB2SeH36H2qqlpXSuYiqKIe4AZLuvoSF/qtv5t5YcfjkaPz8wKKTbaiWj3MHHavXuSobztkI4xLCr5U1lz9++w8P6eAwOoq2jk4kiIyg8fPy5/9ukn821Joszo5LW2BXh3jSIbTubojz8EjzZm0Vkyp1XKBQMMrti+MGMenx05Ei7dtevXyt///d9lP3780YeNqL4174ekayQjVR+O9PdffhmnjXyumml9wCF7hncngPjyD9gL35f+bf2lp5t4qfVrCd6mBZHqCkUfDAnOqlnkYaR27dpZzp45E9oPegfsi6Nx3VgZRpCeP3cm0Anp+dZWIhPtSUu3bdue7g5VUvgth84JuA44NoUccFjPkj+OjSTSYL61Ma79WkCXdCQlFlAQ4IVtb+7rLa0tLaEU+UxpNT6fyI0xlFHePH6y3Fq+tLAdi1pa8j3tedSTZDeeFZyZmjZ8vvmaN3i379zLpKXR23dKd29P2b59e25AtCLtuHrteiSJGD7iiYYAW1zeBJSOmyNSunXjeg6cdHZw5454WQdG5Eb23MBiFTapCvXZnYM7qwxTo7QuT5d3Y26fPnkixYM9xhIO7ckMTa1bQv/JNxOJEngMhvrMmTMxOus3dZaffPTTFFMAwxZImsPaK8Iw1leuXC/HT5yIwbt84UKiAcRpUlXvvvdu2bKlJ1QFB4K34915cl5xfNziPysnT55OOkmlghfm9aUeOHWmme0cHIwXI/ltE3gPxOC3pm8FAK6dArAoxgSOp4gCz4DN4Yk1sTgeU9QxldGFLdEn44nbF00lNXJA9KoyGLoYRMMwEp0YUhvYI+MhgvB7rgWFxvUw5p6NA9+MXm2OplHmqIJ3NqgosFxpESIoB6KSxukQUuXoNNBL8+CFIBDrwjD7jOCHL1+FhK6go+uip7s3irqDOwd9aObs+nOmZbZG+621bc2zkBJJryZfvcpzVHxIOpOZr+sC9F+6eDEp7qWRkRDTYW9luCXVdYZoiX3WUqk+SYvnStLXHRn2bY/MllOnT+aQcaIGaHMJHGCiQnJh+dm34e5R6X3//Q+CUSKTEwQwGF0RrzqXykVrX9CWjgCzbSm8VHrL3Yi0mg3rXkRHXtLJvt6ecujQoXL37p0QhY06lbZGxUe0u5SCc0/ZNbSzHD/+Qzh8N2/go9Vxj56xz9/c21u29W8vQH28VJGSCN858zN+3llF+ifgyvjD6+x1xSmRPxFZ/bJbRf693THODL+0/9btJaGWMZQct0xFqolLWPmOo3G6nr+9uHH9uvBada5s37YlTszFqIKDJlRs4XBsjmDKdDvYp04Z2YRn5n0EWVJ2mKDih8ovQwgGeDY+nuh8cVtb5N1DWm9YvHmDRwHXJnn+5Ek59M7hovpCpUI4iJd37ZxyFGQAACAASURBVPr1HECHmo4avC09fZNTYWDLt0+fOR1Bxl3Dw2VoaFfSIIcOzoNHh7snXaZdRmhS6xRg08NrHjCHS3R34cKFpLwik+E9e2Ng4YB+zgYEhgJBb9y4XS5ePF9uXLlSZufmCtUSku4EBLwvY2KDJkqbeVuePX1YTHOnK2dmx+sXL2sr17btiVpx9FAXLDagHtZio8++nQkozsCKZEUVJ06eLHduXM81bejsLH0NOflDB/fXnr+IUOKcSYmrokZj3fOHe2WIhfKY4QoRxERJb6t0IZneuXEz0aUNwzu771Vr12QAkUiX5DhlZ5gIPhnMRGUT7gUAdnhsXukto9GMdpsGrrnuNqqJ9Kj9iTobHRVZ73laSa3sWlMcKlGvtfVnBZNpmr2I84Op3b5zK4eCM+QUkrZPTgZOUGy4e2dNKmnSNfsMkx+O5PodgLm5Sstx7wyvqFZ00Xw5YFLH8CIVzTI86lkKGi9ejAcGILTpQPH49o8ou1JlYtUb6duiOIvhPbtyjYw6jinFlG+/+yaY5pF33klmsXDpkrKwVGl6+8t7k0EbGxtO5RQmNnLxfNnhfCxflo4A6+kAM9YqpAYWidgV4y5cPFfnwaxbk2tL+ty2MMZNIWFgYGcUrNFgHHDYsY4U9+Dg+5xdu/Y0otzzOU+LF/fEyXIGDNHuXbtT4SZ7NTY2GIMGv/QS9VK8OfpDR6qiqrL7967OvmxtbUlvukFSorWhoaHS3dtdoZgFC0IJUzklLDB+YF+MMQcjat68uS9CACql/Vv7YvRKaY2ijfMVXuirV1kj+5iUvDUSFInK2RY0LnOX9b4/efa89GaAz6pwZX2uQICoB0egMi9idQbgyyn0FYOYOsrLF1WA1f3OGzyAHyxC03pnV09VN1hYxS/HX1aAcmz0bunZsiVDViy6N0aZ0JjPYo9GHbUjApiZeNSQRHJokAkvXLyQMXCqgd29vcVG118pBM+maMxnYKVFN1KYzVu2FalPT/em+U4D0QmzJ5cH7pqkpHrVtamrDA7uLP3btpblwdymwvh2UKSKvIQOCiqwrtVB7VixPPjW9h0DwUAsmpGDvicNlRpQznBYKbBeuXqjnDx5oly5drW8fP4sKZioEd9p+/aBMjCwI9UmGKPUIylPk3/WaHlzgN2vqiHj4f1H746Vq1euxmnYmBxQbUuqgDYrv3rd2nRebO7dXNav35iNy+vxwoDgGMWlhrnU9izrnii1UR0P/B71ljQwZ838DlyLcfEFV2RIGLQaVTn+ujd0NDRGN0YsIO+W+5AKOzirV82Vqek1iW6ePuuOAsi9u6MpCJhpapM/eyoabk3hwxroroGd2qBSl/HnVSPPwVmwqlJ13AcQr7W1SgwRixBZtuBBLiK5pH91Ydm3dzjpJWKuCHLyzZtUIUW10iGGUbbcLspt4GB+P0n9XMl69vdvTWR66+aNMnJpJC2F58+eTcFk+QpdCagflX8prfQfcL7NfZvLju0DkaXirPu37QjG5ACK8K3fItDK0o7SvWlToi5OU3UfFiY1q/BQHT9o1aX6zsjZs2eCTVJ+mX1LuRct6U3ec9XK5aVvy5Zy9uzpYMjSN0aVYytz1cEZi0kvUYcGWs/atasS8Ut8RUfSZFEgaMZ82TimDIJfEK4dZ3ri5IlQXWQZi1MFX1BWrV4RQnd10HcDcSHiv50zuYxKTFU/VvxId8RsS/p3u3u6ayHuucb/laHD+VNaa3/g+bEv9h8uIzjq4djD8nLrq/xM07hR2QFPgDvys+vW5ozLPkIraakOcXFHjZzt4/mixf/yv/5v5dSxY2VQdfLTPyt7h3c1wO/Wcur02cgwjd66VQaGdpaPf/ZJY85Flee+O3ovWMOxo99HDfcXf/GXZfeuoXg3xonXwgeqGnR3osaAWvLee+/moNoQXrhGpoahq1w8dz6G6L0jH5SPPvpJDhFsz2EO92x8PKrIv/3sN+X86dMBzhU19Mju2LatAsFpv6rS3vAks3SbHD2qJCgMotHdu/YEH+QNYUjwCykgj8MIEL3E+7pw4VIoOQYPGSTD6PZs6YsD0IVx6ODBDCwRTTijPJQXSokXYmYF4t8GA1Mounzlejl/fiTYqTT+/NkzmZ/qQIsAGR9tPL19W4JJ7d49HBkqqcy2bf2JZKVDIjsgLoPNY8K6FoaP1p4oKAakIY7QLJZIC/w7hwBiCN7U6H9lQJrgt+cjSvQctbf5u3+zVjafvysIpNq7uA7ykdaoLOqV7endnLkUSKo2MkCcsWNUOTXPxho/ff40KQqMlYad+/e+0hWGxSFucj2Z2xzqpIB1RN9KkeFqownNaCVEqqBTteLgiyIMz8aIQAZ6ZnY6UIJr8X/Sb2sgMjLx6+mTJ3GMDIV16uzsSrHM2ngPoH6chEFBHUuyNiTTadOp3sPzRE/NqJRx9Tzdk64i7WmcGxyUMo5WQg6y7rm61x1cDAqZkaIMzDLczUb/cApUC1pSxTfrWEbCaFfKRm1EZWzHx1/ls9wTlWoqNvY4x87B2+vpPJnUktYTDqH7tDYiU5y48GUHdsToMIqMjD8R2H3P74FwQFiKZeAZeB2JsG39fXl29kt4hLdH46RUZVG87EGGkYgCWa0mhm7PZQrbg7FEkPY4h0Os5fr1m9mjFFQYxbY2/dxVoJZOnnMA77ZfFd285g3e//jv/l0qa0c+UFn9MAfIDT149Lj87ne/K999/U0qIB/+5KOyd99wBShbqxotfOH3v/s8IKuqK8FOJEQHy4LiudHUO3P6dMQZjX788z//eYBd5WoHRaQjPUUP+eKz38aYDO0aiqCBCouDLGLy8Ezjun79Vv3Z3/5jZN3N2Pjk0z8vBw5o6NdrV5LS+XltU4i5aCsk2a+MjATE9yA+/vjjou0NyNwsZ0t7RBXSNHiV6iLc7+tvvipHv/suB0FUZNwiYvJ7731QPvjgSIjNqoMiQxu3WRW0gW0cGKL7RN8xOAgOyAn8+OPRzNNQyXz5/HkMy9LMXVgRLMSEs4MHDpb9+w+mam5mLeAeNQIlwZdDysB6ZlJo9x2KRpjulUPG49oYvufnzNH139yhjcsuO5DNr/r9iqFZjxi5xrAhh4DB9z4MZxMTYjA4EngU58Rzk+2Gr5Dx0ZeqY0B67pdE3tbH56OYoFrgqukSoJ7MVTQNsb3kv90fY2dN3Ytro/0A/rCfQoJHom/MBlHtJi0u3WYMtUy5Pushlfb+MKkYvrm5XKc9ybiblaGo9eLleC0MdSwN85+h4bzqrIyZGDAOYHp6tjx99qTcvH4j36cGw/iL3ryna7c5RaVzLXCoJyEww3BFUk1p9hzOBa2RPsNFO3/xfBk5f6Fs2NQZUrCUDkUlKTA16qnZdMngo61etTaE3iaFQ+TEsTx88DDFCfCAPlmFIpAHZ7No4cIIXKS6unRZSLwoKtbcWr8YRzm7HFn7UETmJe8XhoaChqR9TzeKe7T/GVGqMc4T7p0U3BrLCi+PXE4Q4XdkeX7GZ4GMZDyMdo2gqdW8SL8sI+79mwXAm7el+U8SBYIX7MVAYuncWJL1zFlIn3FVXpk3eH/7P/xtRgmqbh44sC836dlQOzaj9drly2X74ED04+Tki9tredsM2G+//TZzFuB7P/vk0/LhB0fiheBNHu+FkcvlV7/8+xgaBGXabn7Gg1DmZ4EZlVOnzpTvv/u2XDh7tqjoAf/1rsJzeIBqNAxOeZCiA0FR4p/K1n/2878o5lBY2ADlM7WfUzVXXy2tvf/wH/59PA5jpUHdUG4KxeSzUwFSgGmC+ErabyZS/kbHOXr0u3Ls+PFsfodF0z/5bA3/u3cPNkDnylVj6F2rjZV0TC/k7NvQBx4/epI05tz5CxkHefrUiXL7xs1UphkUh9a9A31RRA4ePhyjOjA4ULb2werW1yLE4lpxhXc5rN5f07TPizFL90LDuMXARWEgG78avaYhc7Tq321s69z8av679/Rlozb/zf3lUKaXlcGpXSDWVpTBiPg3Rt/1OAA2vE2rVQjdRVXNPc81KAvI0CThPbNgPC/x/IgIGO1YuYq8tmtwgOt9ilKrHJbPE7UwRp4nwxYu1rOnSW85Pu+n6MU4OSQiDhGYKJwzYkDdQwz24o5w9IhcXrt8JU6TE1m3fk2+7+B1aMjXu9vQ6mMkRXegFvcAZHevOIQxdY2JbZyM8yWS1XYmKiTwaf9yXvNDhzTtR9D0aaIsb2JsIrIvg5Jnk2smLHC7nD9/No5GR497k2J6FtJ6Cke37twKhqqCr6XRRfi+exGY6K7gkAcGBsrK5csbDqY6BsR2RQJDuJ1J68RgopSgryzpWJbCYlWNlh2VwECyI4U1RpqjtCeu37yZlkUdL2gtzb1kZCPsFC1Kh4TnwSGSi5e1cGaLllRMDsVJlsSZKoa4F9eD9C6tFcUKBlBVYOj5jKZayn//3/535Z33KXZ8EO16mwrX5fvvfyhf/u6LcMKOfPiT8m/+1V8n3LVReUyDez777W8yIHv74GD5m7/5t6kE1ShpQQ75Z599UX73+W8j/aRh3mDv3bt2JhKwOc1HGL13r5KGj/2YKJAc1c9//vOy1UzKxrQmCygNuHz1WvnVL/8uQ75Z9D1795W/+a/+Jnw/m1h6xvPZiLw7g0Uy/duv/hDsh7FiTD/9s0/LzoHtAVkzEZ1WV1v13EQEnjx7Wq5cuVY+/+KL8sXnn4Vi4VDpwjBp7aOPPi779+1uFAyWFkNfGA0LbEPbkA7c1PRU1gHN5Oy580mr0Q1OnTger6s40jzQ0ldVvHfffS8yVAcP7IvYgRA/YpLLDD2hQ1fBexEFp5GHiX/VqCw7CNbLnzaCQ+NQikoSZMRoMFoMZDVyVfRUtFe/VJNzoBoGz/dtKD9vI4pY/VlfNltVc7FG3rdGB1X2B6Zp08XorVL921A6N24qvb19MXyiQdieAhcJeBdJMUMHxO3RO+mtZGysr2twXQoW/tvvuTe8N0bQGogypa+4ZarJ+rvv3RlN9fj69WvBf+HVDrrIyz275mXLan+riDN9nJRbXr2JJt991cJnT1PUEmHHiDWKaOSKrAWMT7SlU4KUkwhEn2hwtfbK5fNc3IOCns8evXM31CNV5I0bOgNNMLiuwX1UJRdFukcpjChUua/mtVttaS6jwNAqiBgCjvqBmkHsg4EXMUkbFcNU1If37smjc2bcvT1orgQsz/gAjinGcNHCMj1ZRTuNpfTeCgVZ64V1L95/8DBcRAotUSdvpLzEbmH3K1esbqSpS+JgMB1UhRkknUzS6nA530yUy1euRLtR9doagAtevn4dtRRGU/+8tbIHKCTT0BP5SaO1xzLY1kJ2IUplqzwfr/kI73/6d/9z+dmnn4Y7Bg/iwYGH33z7TaE9h5z68SefZKA2LyY31vxPUUWbmWhOSrl/394G0NiS/s1bt0bT6oWUi4v1Zz//eUHEFeZ72A6FtEZa/MUXX6RTwAAaXRzvHXm3dG6Sn1eyr2omYumvf/3r0FsMZdb+Rl793XcP5XNtAg9JOuO94QjarlRlx+7eDQVF8/5PfvrTsntoMJiDiHBZx9J4YFGMQxQi49Ub5ZtvvinfffNVQbZmaEwF23/gUGThcQLhSzYMA2RhHULRB0OMrgHDRNWQwn7/3dHy47Efy8jI+bS+Mao2K+OI3NvT25vU9d333k+KjUCZB7msIZ1DWSRRmFadqpQiupGaNY2Md6sGrRq7au9qBNZUFHGYmv/uoFsn0Y1natMlxdWnS1ihMYcAHYnR9LP+3Rdj3nwfn+u+6+eLCOsByn83cEwHxIthaHp60QxchnxSxDOpVDcoLByB56Cii+bCaHEqomAR49u52ktsw7sWTq4a5JrCN7FG1WfDbqSv9oUJb9I4hkfEyfAwVFJ5PbGgE5idfeegtLZVgQhipNJbayarYFACCaRVkdpIi3w7EaduCeklhRzpsMlonJaoa0lHLXx49lLdl6/exDDCu/DSmlp20lzVWPcLF5uYxHW9lCgLl3FzT3cKG4IGLAjRL7xP+s7oG1Iu+jGcyXtp6fRZuhfgpybZ4blZM/vH+smG9OkylHi2Mh6ZCvwRDoitITPr7OwMrOU52AuciqKndZGF6J92BjgwrYYiay1qqb6/nYtRkqkhje/evassXyrdBam8DTbnd5tkZ++PxSCCLWVBImz4KJtz/cbNvLfWsbS3zlZMmPgAh+X+RaKMpte8wfvf/4//s/zb//q/KYOD22M98b7OXxiJ4od2JUomH330UR6aje+AnDtfNfE0c6u6knfXecHosMyqqN989335za/+PhXdg4cORyQUgMnjOBRIgkjAv/zVL8ux778PFeTwe++VP/vzn5etfb3xOlIa1ZhQW86cSzmf+oiH8SHV4Q8/LNu39cfgOEzCbr+DHPzVV1+Xf/jVL8ut69fjsTp7eoIfHnnvnUR2DBTKRin03yrGJgR3b1Fg/uarTNuyaIQIRJ4/+xkR06HgHOHDRa2ipn0x4FRtG32jroH4wR/+8Ify1ddfZl6FcroHbYP2bukLhggLPHT43SioiDo9KMagFhhMPKuRFaPhHn3Z1DaJz/RKtNOoAHNYUgGpLsORSBPFKHJRk9lwHI3DK1JjfK1xcK8JHEf9uw01ZFy8mem6IUV/Db4VxxIsr0FbcU3VOfnsyutzfV6edQ5vI6VJxBGcTO8n1dt1iRqWr1gVDG16ejIp4b3bt8r4+LPy+EEd+6iwoVgAr+TBGXtvzkCJqNsIEzQoOK7FIVDJbGlpK6/fvI5yiW6Y50+fJbXTHka2yXpnLcjHN9r9rAFMMKlYGw7meA7vtatXEhF1dfXEmCQtpjjdiC79fNj/L99kUBE+mvdsKpfo4vDyfFyjtcABEz3p9NA6p6+UkeLY3KMImEFFDzGmUzSNjuSz3LcXXJBxumLK2O1bcaAVU7Nn4Goiygp/aKVbvGhJOiHg486zZ2kt4ZYKGIaf+30PHk2EQ9fNoHrNGEpFrZHzDhbQUqaTirjAEoUh8vOLF0W5RxVZak+f0Mv9SDtN5FtHKxCO1145olpKda6oPusjTgFu4cJw9HSqYCV4rs6Ps4RhAr7o37I5a2FdGVN7lvp6ApWG0O88LUWkpEnbk3SAnj5/Ecb5res3KjF38+ZUkTwAzcbyZKV/+JNIbWv/ttK3eXPST1GNDU/WyeIbprJs5cpCUw4oy2B6eKIG3KuLIyMREWCoOnu6y+5dw41J4TWys5hIidJLpXxA6MzUVNnU3V127Kj4mfdk9VWybCIG5dKly6GQEBIAiOPKDQ8PR2k3nrshJKDyNz1FvLOtzEzOlBs372Swtsjw8YOHWQ89l4NDu9LeZtbuurXrQuyUrtqsjM/UTKNlikPQH/joSboxjP7T9zp682YOFUNioZetWJ6OA5VX4qpwGWX4zMUwrETRh85bY2aEA+l3RRUean2fPwp+em7uXSTDK+Jg+CjPws+mhO+T8/eZeNOQhyenslEYTIZpeopQp1SqqiszJiIA2FcOtX9viGnOpf2r9v06UH7f91yHQ+TPihkaL/inEWHtoGDscp+NaVdSHORYhaeNG09mr4zeuBGj/PjRw3L6xIlw0aSKor9tW7fEWCWFXaq9qSoQNzE+StCEVkmTieQZeRVP+4eCsMo4o6ZaGHnylgU5xAyD67KOovctfX0Z+6jye/yHH8rVy5eTkhHINGZQZiB9evlqNg5Byje8dzgdIGdOnkwXBkxWlMMwJapqbUmFkrE10B4V68cfjobQvnd4T6IhJ8UzEgliEQzu3JlBWKTccV9FNs6HdTcVDQbIEB7NjJRr5d13DiULAUcwTCSyFAROnjweorZBWRs2rc8eXrSoLTYA7ek3//ibiGG4Lr/nGqi/6I81bQ52Njk1URa0tMah+p5niT+q3XEDqbhFi2IPjOE8dvxYQU2y/vihjFWtnLakqWFLX5WUt+6Ix6JQfF12gkH3DKyTiFHmZK/bkwRyGVaUHTQv6+W5cTBjYwb64C0uj5H1P/MR3smTZ8revcPxjtIa/Zu//vWvyuWRi5FugqchWPIswmG4GBxq5ML5NNvDtIb37sr3XYyU4fjxUyFuSgP2HjiQiWekdxhI3kQp28LRjINn8XQGeBsURPbZBmWEXLzN+fXX32Z6muhO9eunH/0sIxmF0MJ+ljzG7s2b9AWbt3H0u29T1V21dm1578iR8pOov9QOEIteI4Rq5BkGQoXfH/2hkAu6eOZMiLUqrzt3NcUE9s73B3o4HEAirUxnm0zlUrGDbtyxYydS7Dhx4ni6QLSfoZv43C3btgejQ6UZHBxIhdeBsTaiOvfs1R4jU//OyFVDVquToqephnQQ42LdbQ6bUzsgA8eJUPNQFNJXCWu5g/tFK2/+z9uJhnGwQABwEcZaxwvFDb+TzfPKLNoXhXjmq5dSrDcxrnAT18bQMvTSElEg5+kgupdq+Oq+s86+/JsWokQXCjb5ok5bWfOesUjuLZWMF6/mI9Wnjx6VB48eZi1wIB20aMUlpZUC1j3DyDNmKCe+Lxoye7ZWWKfLo7EHqQjGWK1anYhKAUik4bpdo2tyP/YmoyoLePTkUbl140ZmQDjwVTwUTWU66Z7f46jsD/iZFPHe7dEyPTtdurt78/M5lI2KuVVxD6qxVGek76JH0ZXPtL8YPGsqpSeEqVhHOaZ3MwoJYY7K11QQ0B97/eaNRKRbt/bn+3OJsCsUxYEJWAhdmPuh+8PZSbaTsQAzoZowLKI13R1Zg/b2CMhiE1hDnRc+2xp5lqIqNBuiGRoKQtpnmEopYw8eJS0PdYV6jP0yOZWIGWWIIZUmS2Xtcbim56JbStqcdsXZt5lwt0JRTxGoAXU9ePg42R+HsDD6im0Z9G7am+4jainOltd8hLdZA7BJ7osWJo8Hfl6/ejVN4gZLu1BgvEPkgcLk9C02Q+udQ4NJmyyM5mxkZNUnGIahNLt27Z5nbSc9MhHszURA/LOnT6fhvHfL1owf7BPOJ+WthQeW/t79qu+FtU/WR4EEuG9sXOYgoBhMTuahwTtwg+iBwflgjsJp1I7hXUPZ+A6VMynNSShfSgind++PZbLZ5QsXy3R6bxeED6h3mKafKlFT1YL3sXlEedYBTUNKmMjhDFGB7+K1dUt4kDa5A7x1+7ZiCPme4b1lYGB7Wb+2DrIR+DKgjIdN68Da5ByQ9F2qxhh6MRIxMKlG08urqalrCKft6bM06lsLFA99mbyjTWSDPR/HSxNhkIWqBpTn9TkcERCcE3Fvqr9SBtU37Uo4ZLwmcrc+XT8LLxEhipylYoy6dEZUt0S3SmP4NSto3aVYzUMqqrOnYEwKVFNt02XNAthTncgluvbZmAIMuOf87NHjYoKcv9srjMKGjeuzZktLVUJ2PQ4WXG66bTZFBt0UDilDKG1jpHQYfb70s1wDqgYYc8GC5fPODBa4eFFLdPmsp0qm1GrkwsXcqwgGx5DqBx4YowMzko7piaXj9+XzZ+X6tevlxPETwf5Ew4B3rV0TU22hgdGdHBgYTMsjJylae/+9d7JHRVmwM8Zp3/79SX3PnT9bdu4crPzLhnQZ/F0GMrRzqPz444/lwsWRGJONy9bHGdq7npXghqK31jVZlmfQfCaiRn2yt2/fzKhFe16KWlrbwv3s6uqOsszYw0chJifqb2srXd2dUZ/hJE37c644EOmnSIyKMhyWIbfXBCqbN29JtIl6wkkzngyctrVm1KYYYV/olGE7tNDt3jmQQgdHQdpeQQeE5pyL8hTFCG4oXohom695g6c8TMKZ1cRZM7TGwejr70/3QmY/NgBnF0eWRjcACoVxhV2d3anCOYg27727dZamqurAUFXhsMkStc21xesqK4+MXIy0j7QwApk7BuPt3Lgv73f3iWrp5XL50qW0viH7mgULNHYoRBDUWFR7pcmMloZos2NFI81oaliaYPAIwiQ+UEDs6dLa+jYYY7zeydMh/pJ4YszWrt8QYdJdu3bVCKFjSQ5LcEwpmnRzrlYsSQRhusP/Tp08UU4cO1ZEo3AVZFs0DIolhw+9U4b37o33Ujp3n1IxmBjD1dx4/mQcqrEQLaGGiOTqGjfXmqf0sF++epnIDC3CwXzy9HFjHumjVIM1+3sxpIwfbI+BTDRDODMM+pbIODHM1pVn1VHjoPCWnI0D7YCImtAbpGgUWbo7uxK9KEK4p+Z124GL2xk/fcT4fzXis0/++FWb+xeT9dGq1soRLQhjQISWqPHt2zxTi+K6FDOkyw6EFJYD2NzbHYcBn2pf2HjO09U5qOPa56JoURKcy+hQ+OCPR4/GcDuEhGLDy7NWIc7XSVuetd7UfXv3pxLK4av4omuoKHpvz8J9N9dIeiZg0D0kDT5/oRoptBlOwd4Q5Xq2lFPgZhSLGAfK09gMDHqNMttT5e7t6Um6izNnnjGjx0iITO0Nh72/f3s0JH/88YcyvGd30kFrz2haf0Zte//2cAZFZqK4pL0ZgLSi9G/tj7N2znFURavuCSS1Y/v2EIRvXL9Zurs2xYBy+O4JFHFn9Hayg2UrlgXrdP0KNqAock32lecFxwNfjIxcSH86TM9niMSdbREaKTnXJn1FWmcoORvFmY1aJxe2xZguuH4z2Yd7k2o3syXjHoyEKKUne3/e4K3N4O3Z0tbSksNB3JA1leMrqTeJgaI3KhLoArTjtu3YXrG7pYtDAwAoq6QKbfWqevjazGwUFZrgIsHuXpYbN26Wc2fPlBfPnpXeLVvKrqHdZcvmnoTxDjrvzSgJhy9fGslBXLFqVQyjYdSAXQ9QCOzwS6cYa5b9zJlTwQBWr11X+rZuzewIHQm8kUPiPrxcT0vLXKIhIqBffvm7+fa3NRs3ld3Du8OD4zVRKurDwsOvKU8wT0KZU5N5aAoUn3/+WQjKd2/dys+3tbcXjmF4394oSL/z7jsFeTiHsjGtyf02jZ0/p6Yncp1VulFZxQAAIABJREFUk63iXaIxXpDRE2kzRK/eTJQ7t6nMEt68W65dv5oCBEMC8+JwRG1wO5Ga5+Hvrjfpp17YRoV2YYjLdd6A9VS1rZSP2UTJOHKMYsVQKsht06J3SGMIToRztmFjNikcSzUe6/1NW3ucHUMaSk1S2j/ii67X2qYtSIpnzkOeTaV6+D2gv6idcu7VkUsxbFStfzjakq6K5++9n/1g1IBINrgW+seSRTmwnKGDI7p/OfCyPHnyfqKnK5cvp9dXBV2F1OFFUNbaxXAzRqIG10jW3PDzHKSXL8vD+/ejDKKtUHS1dNWKMjmpB5tRL4kmd+8ZKucv7C639bLeux89Q1HO/v178yylhz4DN3TP7t0pTJw8caycPnWyoCWJUBLlt7YERxvY3l8GdgxEHYgBZRhElJ6NNRSZU0bZtKkzGPrly1ejgqw44ZoYFXhYb+/mFEpg6Fu29JbV7XTk2suimdnS01ul47VtgjOo7nCU7ouaScexjgQrImZGzueuW7Om9G7uLYYIjYxcDiZq5bwnusrVK9fC9eNsYH4KgZwl5yntt6cVgOCbcUyLFgenJOe+CHF70aLgk3QWFUsECDKGcC6XLU1f9s6dO3J/oljUIe2gxlc0X/MGT3neYfBlAfFxhPI8jjf0QLxUSuFuJJmlA9QMGLRs4jC/FxRTnZTPnzx8VNZt3JDw2lg5i+IgiVxEQhZTlOgBie7IVeseiFFsyJorZwthRy5dCj9r2YqVpW8zI1yHfvA8Uy+mKx2hrS0N+OTpb167Vl6Nj5fOrhqewwi8r8W3cS2UBS9lJjwrFabvv/2mXDx3trx4/rws7lha+qWe+w6UnYMDaW7mXRgjkQSPGkzlreihdmMQFdA1cfL4sfLQTFKft4gS7vLI7Owd3h85bd4LydThc5JSFFAZbFJOFB9wfHPMWhLNiARsCAbMMwAHUCMhqaN3VEuThn1S7iIR4p8KLlJpNAyFplZFkJnpqB0z+gzh7PR0ou2kr2b/KsCQHp94M08zsV7gjAkk4TmEbB0oU0lrNekrCDHE0mYprvRFigek145VZ9HWwSv2QAoL8JRW7yeFr89DdMIh+RlfrknKl3YwdI1VK5Im+hk48vVLl8vzN0/KxOs35cnjR8EMpUI7B3fE4M7NLS6L5urEtLp957JPTRXD5j9wYH/auuyxN69e5f2+7jDWb3GeryhI+g7bQu1wEBeXCqqPvziUDonnT56WC2fPpMtg08b1mfIlUFgw2SBBz8xG1WTv3r2JmG5cM1fkYuTcRU41sq9FBxABCXfQi6hH1Radyfly2Dk6BnjDxg1lx44dgVoIrF4cuZx0XqTr+9JlwcDWrVujuqN/VvuatFD6yjjW6Kon2ZRiieyH8anFngWZBTGwY7AojsByvUAl3ht+5rmSx5cVRa4en3HJ4vxe56auCHuIdslGWXs4GqfItojQ2APRs/NLy+/e/Xu5NtfQ0t6en6fWokikOCWTY/Tp6OnE8e9ayhhgESQnpv0NlNaTf2/NjB2yUq9evsn1+5/5ooVyMgsuVPz++6Pl9MmTqYL+7GefBBPwsC2mzopvvv6mnDtzOnJIP//FX5R33jkUbIcxk2r88MPx8tk//joE4v5t28tf/fW/TEjL6kqjLNzI5avlm2++ihKCPsL3P/iwHDp8oKzJIOMqrOgQqUT9w6//IdU5B3TXnt3l4599HOzLQxPd8SIVO3sYorQWsIf3xwqvMLx/f/n5L7S6VR09ChaMOmMFv0NBYXy/P3q0/HD0aLh6C9ragrOl0+PQoYTXZjc4loxJUk8FhGlTzl6mI+Ps+YvlD19+Wb7+w1fhI4mMtE+Z9bBn796QlFXtSPrwbqIImz1cMUTZcKFqdMXQWetssglSTG+yYV2n/kEpMzksHMlvvv6qXL1yOXxCsvzPnjyulIvHjwrdOjNNYSnAb18MMDFIf6bIg/KwDHZbxxtaY1wwEAG6xuLF+E61c8RhmJqarHw98EZj8tir8RfRxoO1MjxPHz9ORY4mnfQG9Qh8oWLmOYkcWSepa02pa0cGw8chwSp1IHh5VtbbEHF/0vwz7Ec6ONkYhQlK8HOKCZwH3p1onKFyHxxUfVXcUE+z9delgi/n4HEY5uB6rxevX5aFCxcVij4iIdkNA8zpeDb+jkSN6gNnunP7drBFQ7J1B7g2AUIKDQ1qj8/3uZRFOAYFGRQN2CSs0dlzLuCfnv3oHaICN6NapHqscGaPuBcHnPPGmSPdj75EtGL9ujVxGDIjEfLkNAHPq9F/7N+6LVVRhtPLtTvTsiwy8AwYcYXcX0Z+wsSnY3R9HqeffuPARwvTDyvSFgnDoeO8ylwM8/jLVzFIKtJwTPvcs+Z8pfbOBWPFErp30bgBRyrejLb19UKPUVHXBocEbb/ai7h3DBuCczKBdtPhXkarU+822or94BmQm6LUo1rtNR/hid94TtEDWR8eAdtaZdYmhOGIZFT4gKWiDbMahLA2F1zEQ9ML56bgSPCd7QNVtJC1dphESM+fvQilBeN7anKqdO3sCa2lc+PGHErGyIGgtIpsCA9z0Lp6esqB/QfL4M6BRnWoNV4dNuNAkWs/+sP35cKZs/n9LVu21yFEg5VG4h48UNfBmLJgRhOKkk6dPJ5Bzao8OIX6a/cMD5dt27YkahHB8ibuEW9NcUFKaJ1UZI8e/T4UmNHbt8rEa3pt0qJlZWj37vLRRz/LgHL9xSKGvFcjivFQki6VWtnz/gwLPEXEY5PA48Zfviyjt++mJUerH24XwctHY2MpDkiHcCfN0aAiUo1zo7WsjfrL27LAvIIlem6rsWNgmkYBRsSAwdkYJOsj1SJAwCBQHglNQDsUTMyIRunwRJ0da038nrsRLWHyw4DvdnSkiAOHWbdufYRlh4YGg7Wh37gGhRCHj0EoU5X43d5eKTDVKNa9CZ/xDBbuqcNmpNZk42/rW52eSiHj97//IniXaHxggJpKjfC8v4MnSlBBlWUwajA2a66wY28+ejBWrl4cSXpKvRhdRWSUFAoJOId3JgN29u7bm95fRu/RwwcZ0rN3754q3dU4D82Dp2ppkD3eGeaAokTat1YahrQph9O+EDSIfrZu3RacnBoxQjpcdGnH2tI6DY6ZCWdx3969ieoZRrNm9LgqPCq6oGht2bw5VdYrV66UK9eup2tJtFWLdHMhHe8c2lWuXruSIqQqPoPNeNmnIjddHRnMM3qn7BzYkSKUyrh0ETXLPlSoabILpMsCEcOrrly9ntkTcbTt7VHZlu3IEKW1hh856iaLwbjv3R1rUNs6gkdKlTkmsmlksBh5eoZGXQqESENFNHZheyhzRAdkPXUvt+SaFNGePVWgq695g8faMj63bt4uN67fCLjc3d0dYJplt1AuEmv64diDeH8pi9TFhTgo8XiPH2fx/JsLUBaXEiuIePguxkBjMy+kvIBIWILIRyWId7MIHipJqTNnz5Q3r4j8dZS+LVsLoUjYkA1rgzLSuGBj98ai309lxeGUSr/zzrtl/4F9MTwMQDUg1VMzNKLaCxdGgvedP3cu9BUelxCBFrtduwbDOHdNPJHreltUUGt3grTo4sXLqarp5MCzc92Mpsr08L79ERWF+Sj6SM288j6pxlZcSFonlfRSuQt+9rYqIOtvvHt3rDwYG6sV39E7Kd4wbAxQIpKXz8uTr0AD7Wljgk+aWSEqkGYoNIg6OB1G2N/hJhwZ41fXXGOWNa2UIu/hmfvXiTevQlSu2N1sI5p7EQyRYRO12yOEPv0+ZyCSk2o+K4+Dc0V9ecP6RCSPHj0IXivtgvExqLOzjJ/RlBWvjMGOM2jJmkqzpT/TM1qTGpLhk5M5nD92LC23b9zIQKIXz56Xb776KvdmT0qxN67fkGvi8HyGl0Ov8moveT+pHufy9ZdfJjMB1qtG2pfSMp+dV4jC7aGQAOzxOs12ICHFmJ06fSZcyq65zhjy5p4Wefb395U9e/Zk+M7VSyPl+PFj6WelNydKE9kw8HBp6Sj1ahg3/EyEpUjECTUjLQK6RiyeOX2y/P7L36fYItoi9JoAoWtTGRzYGejI+8ADRVAwVRqXXsaWfrl8RSTZGTYGrzrdtzGysDeZhI4pxRIRlUjUmR4cGCqjd28nrRU5tlHCWURbkOTbXLlz53aCA8bMnqBSrc3OOonQTCxTSJHu4uSBa/74mpufLqdjBel7wYKVifJMZdNJofAGFnKuZY9Gyvo5QQjDb03hqro0mq95g8eAvHr9pty8dSMYVgQt+7YEuBUFVC84niZniwmE17riYnHLeF5VQJQM1TMRBQ0uLTBCcQeawbOpDAq+c3c0B3b9xh1hbVvAiQnhOiNQ08XLDTFMN7B2/fpUZnfSDVtcB/24Ce/pJi9duZK5FAzD4o4lScdVVjHCLYr7cw0MrutXaQbmHj/+YyrAIqUWoPTGDWXX0K5IX/MwFVPSylUrij4TEdgcU4KMZ8+eixDo/TujEROVyq7ftKns3LUrXSCoBowdaoVNMTE1lff0PgwKo80AinR8eXgxOhOT4cBJlTkHCshoQvhXjJGCkYjKz7e1tMXA6QemSILQ7GCQ6oGbrG6olMDWRFXSVxuXU2JIvFx3MEVUlekqhc8QAvoZdl6cI4Gd6TFGAwgc8PBBNlQqubC1qalUxjNnYmIi9zQFGzQgWRX7vnm2T4LDEIkV5UxtmI7hMUjIZ3rhMs4uJNGlbWkyUZZ91MROPRvX5vmkZerFeKhN7kMKc/zYsRgc1A6jGjnWatCrcyElZMbrHFLv4sURqby1Y6CcO3s20fH4k6fBRi9dHswcWZ+3JDC2eRu1RU4ko8PHObiCtTD2IL+/fdv2HHqRocgSRUM0jNozODiYDgV0KVXW23fuBn9zH55Hou6F7YmAt/RtDcn52rUrcc4Zl9AwHp6vlA6RmCE/efx4Gf35zxOVgW009IMA9KL3be4LxGDd9f+i6VhTTl80qRik0GB27IH9e0v7Yly+OnhH65mfk43t3z+c7EQxCSxD/Xj07p1kfXizTaeAxrJx46Zw5vA50cb0A1s+P0NNRnExQg76jxfX6XT4n6SgSG9ZD+k9J62t0xlX9HQt9rGzo5g5sGM6A6g48XVrVmc9va/WOOuJm6cPt/maN3hlDh3lWSq00oTBXbuiYeYDvLs0JlOSLl/KYcIXYlBwmvCtGDLTqU6fPpV5FVI68u1SYg8RgOnhR6X45o1y48rVbGZFkR0DOwKeAibtNlgIoDIVovtjWShqC7hraCVuxIJ4X6kU7wwb0TTNANhYVJnN5FCZlcb6HS/Xodgitz956mQwggf3x8K5W7REI/OOsmNACrymRkDtddbn4sVoL5PB/uh5Meymh+HaXTx3LgbIhcIn9B0PD+9LNa+7s7P264biYY5FbbtzLZZWmsWgKAqkKo1i8mK8PHzwOIUaqY8q4hiw9/79FAxgVM3DKy2TMogoETL1ozqcNhz8UNWUofWMeDy8JaKPIlaf/c+9ROwMssNavX7lBNonilY2IcFGWB1yMzEJaWwKKo8fJVKd1rP6dra8ePE82nSLly7NCEuQB202vEoil31bekOVcPg8Q1HuQgPbs05oIVUoIOkoQvDCtvC43AsjK/VBMRE5wSgVrdyrOblSYVGBNWNQQUSwvYnXE+ENwsUUHMx/kMGIvFS4/d3698h0ltcB6bXQUqd6eS9GSKqKlUAnkfo2mEcKK83z5Tk39x8V43ffPRKC+907o9k/YBPdGtR5/awDi9Mmm0H30c514fzFYOnEN62NKE5qRxdRNdbng5IYJZ8l0hJ0MERGm5qhcezY8WBnuIZ+RkQpcxKl3rxphMOl8vynHyQlZixdOximr29rVLjvHjpYVq1YEWyy9TXuYG3tYwxlQ2ALZ4Ch7+ruDon61p07mTTX0m6/t4TP++DBttCoXr96lSjSs1QRt5/MH67Y3/Kc1Z7OrkpDefq8dHebacKJTOUzQAmgLPsaJUerISNoL4aRMVdVb4w7aL7mDZ55CoBSTG+bQRuYcN9FeghUD7RqGQcoAnGg6sJVrpxNCkSVn6sQ9u/YkYXWLoVx7XcmJ2djVHms50+fRExgB6XhDVXpAPFWSM/gUhY5w3jeuV1Wrl6Tip/r4VWDxSVSq8br7t37ue4njx5n42/Zvj0tOMBL1884CqMUOESLVGBgg4D/65crdaZj+fKybWBHObD/UKaaN8FTv2+WAlUS94D4asPBJ7QlnTt9uozdH42cD0+2Cc548GA20bo1a7OWUkcvG6yZirsWf1+Q6A73bSK4WVScb95OdHHhwrkMRL8/ejdcIvJJXimctC8qHcuXxQM64IybaBoMgROJ8ydqVtkMhqJirLex0THgvrI7847/9P+kgpre2bfBvjgYwLFnCtsS9bnepBcvX8bgifxsRK1B7ld3yesXL+KcGE33IO0ff1YjqIePHpYtfVvKi5cHssbx7DmsdViMSIahElVzqoy0a2ekRKnSJTOKYXaMuCISY+UwkRkjWba0Q6+str2KC/oM0SwUQWHBa2bJkgyVOXjwYLDQ77/9tijG4MOdv3AxVc/gVDDBBa2JskWG1oQx5WCvXrkSHJhC8c7BofyOaxbVwA7dg3RvYMeO4Fm6lAzChgFr69TFQTXENfmdwYEdmTdhkJUI7ObNA2X5nqEM4ZEVuHcFjZCEb93KSEwqJMs6qnak6xOQdHZ15gxI02/e3J9CiHGG1hLEgTXAUd4fu5dAYOfg8gQjnt/6jevzGY8ejaW4xwnCM62h97bPtJIpGmjt8p72G9qNyA2mry6weN066ViyHc/tmTkt01O1mWFmNtfBCKvigk5E4GtWrSq9fd2JPAUZXlJj9knG9OzZeDC7Wliq4zx9D7Up2Gkj0KGA03zNGzw4iorP2L27iWzk1Mr3aWCenQ3VhGYXvEYPK00uD4+XswFdpNIyMicMS0FDOkHSxyIozGmZMXbN8G3geffm3kxAV/RgMKcaLUqAR/paeEvee1NnZ9IGBtYrrUwN0UoWHuYopbDZpdE7d+4s9MCk2x6QF46ZA+f9GOULF84XMt6u24N1T8N79xWio8L1REANfpSwU/SlmCLiIcttrCMiNI+mGdxCm5Y2PLy3vPPOexmGsmbt6myMmJYGRpeLcT1A9AWKBJry39aD+vhJuXz1etKikcsXI1pw786dFAGkr3AnFWS8N6G+bgcUBc5H/+PadevDX4KLwXvwzxg49+w52og2FQPi39z3P/+qQgHJuRuRFjvpPUWMNpVnwhFxJNJPm5A6jGfnujSBA7ZVbsk+2T+iPvitBv6HS8eC3SiISYO9v5QoOBAj0Vav0bySFF4aBG0Af7KG1jrFakFbJUmLEs6cOlmujl+qLZAXLwTYhk0B1O01WYHPkf56D/vCP6xZvSaYFiwJVUO0qjBEY86wHmlT1q8RBNgXcGbXYlLX1v7+FD1gTgKHBw93xUFLgUE+HCcjBGfbO7yvGADFoRME0BMMbli9qEr125eMhrT/yqWRUGAQhA3ZicFpKM6IpuB9p0+vybAbBqZr06bcm72Z1NeUt2XLogVpuLaI0lp4/s4d4B81ZOTySAoHQ4ODuU97075pwgdj98fCbJCJKd6ocvs9LAHpMLwTTo3Wg/zMycDZBAtgMUZfWsoJqWwrUmiPs44yKpJX5ldw/uAtQQGaisgXzKKf3v22ty0I9huZq1evGq2YhvvoyFhcnj2txHsRvnPsPDdf8wZPCfruvZor26gImBYESXUiPZlvEnLyaCqC1FmBn1JdVU/TwKW8d2/fTiiswoUbw9jxBg4YXIHgANKmAyu669+2Jd5MCtxSNN9XaoxSuXRn6fLl2UjAUxfuAQqBeU4H4N7YWKat3b55I5t4PZb51v7S1ZRrh1O1qgBOxFjZ6Dh3SuoqSdJskZkNi8yM+MyIS5ESCUQSqWTCFyxGKnb23IV8prRJCt5O62358gzxUdkdHNhWy+UN3p9oxAP3sumtodfs7HQEFqRk+lUvXboSHp9SfCKjV6+DJylGzBTYH1rGsrKxqzuHwWbDXVy3wfSv7rTewD8cTBvcfXg50O7FVygeDa28fPOf+R+HIVzFHJyKgbr29oUtWVNGStTo8xS8bEoVN+mEYpbZKAwfJ2hz3m+/GyP3+sV4Ca43vSDV3vzu1FQwQQs6MTRUEEhdKwfjZZ/lgM7MlrkIeKq+VjqH55uCEP3DcfNNdZ48rwb1/v0YFjiWSMChkEW8fjMR48Mheh+zcu0FuBgWAMhGUUjarZOiv39bBAQccliwdbYWIjG/19/XV/bsHk6b2sOxsTAZRK5k2zkGf05Pv0pkqgsAjINCQVjA2tjHQPy5uWW14CKCXbo0GCfRCp1DIJ59+3YHn7IW9rKIGzFZAKJ1TXcGo8iwSL9bymS4rRs3bMp93L9/N40BcGXPzeQ6DtL5unzlUrDi5+PP6xCvuTqHGY9S6isg4iBsX59vb4gUFf/01woI0oc8PV0LBmvW5AzL2GRHrlUaXIce3U9/N0yYIxY92zPa/Rg2ayYQYNzdqEBJ0YRcXPDQjqWFFBdBXZElw+w9OB/0rfANMxzMnN8axdtH8wZPWxKmvpf0SDnaK2eT8smTp+EP8YqsrAdIh2zxEhWhqaSJxi/y0iK37q6uHHo3yStKBX09eDiWlIaBEJXwqhbephXFeC+N7vfujXJQqQbr0oCJeB9poMWoPztZ0/AbN5Ke4QSp5OoLFjarjJnByVNIQx0aREltatG3C8m1NZwoKfzWLVsy4IWhaKYrDqAwGu5HieXevQdJ17C9YzANM56eKZvT7jY839so3XAgHFjrxeDXsLwSUt2D/3bYCRZKa4zD4+2B3wQXXkX5ZUFpW9SeyE7XCIkqnSO9hmZv2RL8q0qor83DFknEuDVSQemvteWURHachJdDKsr8516ziUrsgaq9Zy0cMppkHJlMPVgbkcrIm2urqvcLk9FUzwDaT7y6X+bY7AnpYkjPoAmY6IOxVPaIRXI2Nm/f5rmyfsP63I/1a0boPtN9pXskFV49xw6uNsf+eaqGKrGoX3Sp/xUnVOShmMOTeD/rEANGcNMQo/bFkRTi/FIdfP481B9k4f3796caqALo5ZoA+CL1RUt0AfTGiN25dTMtcAwUGTLGAsOBYW2fqYUJcAvsbXQtoQZ44VgZ3mP/M8CVOmWNtV7Zm5zgufPnyvvvvxeMun2BeRJzSRulw0QJGLtMEBt/Oa/ggmT8ZmJpnPG6C+siZIrzNtWvG6Q1xYSZtpmkvdYdif3OnbsJVuxba6IpQcVYkQq+6GAqQjBUjLLU1TqDKhgoe8xZ9XvUkohSiNoZIwEL7BE0JfpTSYfBOferVlXJJ9CYn/P+9qwKLC4nRoBzY4LgMgOVGlp8zpFrZYRFg4yj9X67obI47Lfma97gSUlEFSyumyNjnXRWk//zyVR5jIoLaVD3hUlR+h6Di02EOCgNdUEmgJlb27F0SQxFUtqZmYgHAuAB9L19fflatLip3IvSUMmXBgLT62IIVWR6eOc1q2vEGSPCQ7/J4vo5XgEvbPPWLRklR7rapnZovKTr3uve03vl4oVLUXQdf/4sB0nHg/TbtDORSaqXjcgoBytl7wraC5VtiPMXzqUCJQKSvnf2dhaDwvcOD4fgLLqq0VSNEh2IbJLGFDTRabDA2dngX4iUx479EPWKkbNn8wzy3ki4oZp0lLUb1sfAofAYywc/6e7eND960Gc20xSfFw8cIyd1q/zHRmCZNYlCV3MX/D/8yRhUo82ji0jrqETP0/tPTlYckEGdbqky7Dzk9EwtYjkMtZrXFYqHtUXh0Kf9aEFrGX/yJOIFVFemVc6fPk3aAwdUeTWZC4/OgbAe9mPF3qTjrRk3bStzUBzhTPtM2bRhXYppHBLwWprtMJ06cSKwA4xs77AoqRJc0Se8GAbPzEGxdwy9ls6KUJ8/e560TY+rn2NYRTqeaRMDJCA7OLij7Nw5FCxv/NnzcvL0ifLekfcKaMN6BXs1iGiGmvLysA6k/D5HsLB/33DWixFwjhQmpKecm2jq2tXLOcycP8eDY+bZWmPZ0o/Hfkj1G4aqHdT3pudqwUTQoHNCFP7o8dNgr+7DXpS66ioxX+LiyIVMUduze1coSSrhojJFCMPWjV1cv35NWbh6TYwWByKlZgi1oHnmHAinIKWV3RBO9W/ghPEXr/Kn6xcVUt/B6XNDIDBdIxgUAjDvpUhlbzvL+Hj2ikzHc5BlOkeCERmcz+B4FQFFnUa12puMb/M1D+I4dDaaXlUpoY6HvOYwxCciGYQq4IPpbcFWeAQv4pHUVQzXwU5npPBfEpGFqjATAyVFBSYjyHZ3dudhVvnqCkQ7XEBwyq9PHz1OSxTJmL7e3nhJ33ez6AQKAUreRsTduHK5LF+5KphRb8/mGAGbVxhdw2x6eq8T5mL+a2fjkVApUCFUCbXvSIvcn+vmqfwuArADwyHgKRnxiB5ChYMxcuQNLh8cHMqoPhVin+0Q+pNxcKRce05I0ScrqjNN62FmbdD4A16jxtRUfSbeksqL95DWmwDP0PmS7m3b1hepa7xBJFHGzsNlEHyU6IPBakPgbcgutbWK9uoXA/H/9nJAfcV4ej/RY8i/NT12b6LEfA4jqC1NutlIL3RqOFRakTZv7i6HDr+TRvqhXbvLlu3bSt/27WXFqtWltaVGWa6HAISZBmfOnI5zQdsAiHNanoN01N/retYVdR0+lyoHDBcIr1WRiokUSzbA+IXec+NW1GA41xih4Kk1NXbQHDKGmQLMwOBg6d++PXsa3qiAobrvkDVFPxPhiZQofGQU5I6ydp30dSoYIIcc/LdBVBfhWi/ZCIqKLgIRKMUW2LJ781JZ9wwFFRs7N5aunu5ERJcuX45RRtb2LOBizkJPT2f4guMvnucMeQ/fE8omwOjpCvwh1XcfCk4+a3bmbY3mOjqSGVkvrWS0YnfAAAAgAElEQVQMLqzTdQQHW9aYBPfkac36Gjg0g+/sOGszCgqpENfOFNGWYoi1d+Y9M3xcTgYUYl2spQwHfOH7qtXOmuHZ1tY+dS7Rqxi0OF2wVtvCVHa1jsH8QUZsg3u1szUTiID9jjPUfM0bvIy0e/0m3CWVFx7IgZ+aqpW4V69e5OAYNo2QaZEB0C7u1ZvX8SzSM+B9VDVo3i2ohskDtmkVPbynKNHovlR522uIP2GAy6tX8RJNoUDKr6niblyfz6vVugXBaJ4+fR6RAH2CNq60CwUBDsKz2SxSWQvNg4lcpcoMs9Dcgq1cvTrUlcGBwWB+jJ0HLXrwcv2MiPtClNTPe/HChRBpvT/j3j+woxw8eChN30QPGZymgUg6PFuFOj2oGE4DrGNEp4M1GNosXTEnF39RpMNALVm6NAenb1t/effIe+nWOLD/QEB1B1KEnT7PBk5ow3iwrr1pzBzqGIe38JAm36/CFH8a7TU3w3/6pwOjQGTjeG6t1HQaqaTDwJLX961xks9neFB4pBhYL/7bd0VUJOv37dtXPvzgw/L+e++H4L1tcLCYt2vfeC+GxQhNjkwz/48/Hs80O46QExIxAMGlTw6rCKD5UuXMoVm1IoWr/fsOZNiSdQAPPHrAwVwoZ85cyHxiPcDez/U51A6rn7U3dC2gkGjJyl6fmY4jhueh5NgTnicHFQOG8tOxNLw3dC2tiDeuXi1GJ+oKaP4sp2DvMNLwYmm2djnUHjQYmYtr8HJYkZANvR/eM5zxAn4GVw28ojPFwHXr3tvdneHXIpvzFy4kGrP2dU/UBn6VTedEYCNS43ile/BIRQMqMc7u3dGqlyjD8fvST3w2KerV69cSaHDY3I21WbOGWMNU2tQUceq1V74cSCPFn/v17NuP3k+XhZQWTa2e35J7pcbCQJpzzSCm0pxOrkXl+YsXKTLaeH7H/TGYnkc1hC1ZD3AZ4+d78D7r3XzNp7SMgIXe1NWVw8STtjc2sJtjEP0irEAfHPa5jWJBVFXM7mQsEJK7u3RNLGlY8rby/Dn8biL4gQOkYoq/tGLl8hoxpOLUGiKpSi9enINlYYTSQmH/DSDG8ub1RGfUVWFd+AWd3T0RTeRleSluCGjbJK4yqHdGRwOga363BqqcyJ1CYxwiC8ijMRo1mqCu0Zq0fez+w0Qc1JMRaL2BaGLb9h2R4iErJDqoQHFNIxw+xsK62BwzIs4A5qSbnoawiWxpQ+iBBbb7/lxra2lvTLVXoR4a2h1QGR0EwCw9TzTaEDPwOQ5H/aqPltFjfL2qp88lN5/7/+c/YX/z/vGPtiX34z+tmVeNdOb9ZzG1fgn5nsYM246OmRhBPaiqfDA92F5TP4/6jgg3Si6Tk+XBvXt5DlIU9+v593R3hkQ9126GbGujkNESB8f42p/2sOjBJDoHZ/PFvjoTIzLrz1PtVMH2wlFjpBQudB4ohlky/63qq7cTzUcWwEHcG72bxv9btw+nSMRIe76Ugv2Ow2X/oYl83fGHcDNh1vThGBNnRfjhbGXNFlX6l4hQf615EYounq0D7eVncd82bqoYNnI/6onrJA7LSHsxXNJY+1cUxzkQMQhuFsPZEZKxrg40EZERhxHGlla7VtXMFVlDAYcI0HiA1ta5GHWBhFkz+KCUzKWfDC6Dh7wMx2OMYW0zK2hNzqXfGAQjUNAmKvX0fGQAwbUXtOTfPS/349/WrSPYuToOthq11uwthl+G6attw8JsZtieCJOxZRythUo3u+HnKvZcM7EsUtDnxt+I/XngiKpVwVUrTeWHCbVv37qdiA5Te+myiqnwcjyceZcKHg6s6BBpknGyGBR5GRt5PCqC0BdfrKuzqwqO0mArlSsnIsPDMQzEIeVtGCJVluahtrEJVGos1roiInCD23fsKLt37QqRMefc/5C9RlB++zZVObgOY+o9DONRfaIbhoIjBWHkeF7GYmr6j/MeyGGpGsNzRAQa2QOmrl4dojLKAkyBwWGMGUzX+6evXL/KrIbzR48TnRJPIKSqgGIziOzQddZv6oxclj7cQwcPJ1rRxuS5qL7BNITu3tO1Nr14brnyxBPW/+nn/5f4OwPzp1+87J9+eZ7WxGEITaZjSTZzb3dXOhRgP2SVDKtWjOns7a1irtHSe1vMnkCo1Tql6+b+/YchZcssfA6DzuDy5jkxpaRq6BCoyJJIMmTdEHOkctG+YfLnLpwLJqfCpyBlj4gUPRuHTISa7gxCs9v6062je8f5EP0AxU0vk85nr2RgVAOoX7Wy9HT3RGVIGxV87uYtoxGf5xpdczKHtno4UTl2bB/IfeAu6mdlFBg6+La/Tzc07mBdYJBr1wgCvIhRANU4a/Y0KEqBQ2Qmo2ruQYWHcDXXrS0bNnbm+zqqRImuxxp4A8+IgbKmVRhXOggfbQ3EJbNTmWcsOWa/y9FROIL7Z9LfU7hszSi0L/b2duV84vHCRzmqufI2sBecL4INU3WgksDFdU5NTYbYr/lA95dzIXtzop4x5pNT+WxGUHFV9O96fYF2/KD2tVu378ZRIb43X/MuGXfKzYmmWFye1Q2RpPGQeZbV4coYLuKw8SrSlRKaifAUgK/qykP5hvdzkBkJ+JfWFjcsnQWE/unLZhMOe6AeskjRzwFkpVM2OKIiLyqitDG8HwPKk8U4bjBNfVEMgE3sIj1MC8Foa8+CEYlaFCv0AmuQFjWp9AiBPSwv3Drv8XpiooyO3k9l1zqgUyTMp/jQ3R26gshL9wMPk8+1ff4TgyfSlP47KBq9yWufPn06U9pUn9yH91WRxbMjra1SODQ0VLo21XTCBtEWZgNm4bmkRnrEUP+p8fn/w+KBAf/060+fp7/XKEWUW1sK7SsbUiqOI9nT3RWHMbRrOEUjOI2XAgV5KjJdd2/fKRroYXoMhwperW7jRb5N5NdKtSUcy/i4QBnWQpomvZRGd3X3ZO08FxEQo3Hx0qXst6S1cxn+kWWzP1LBXKThvTtCEiqqnLD5LIjzV6/dDA4rsvOenA1GgD3Q1bWxwCk3dG4KvsRoYwc4qPa2n3eGGGZdBcQBlq9YGchHtV4g0fw5zhzUgna0Zs26GOxTp0/lPHEonDSnAkMUaMiI8F1J+Ev7pdtWxXrYP/B1z0MF2bAcGZOz5aWLadfQUNnc21fGn79Myum+4rpbNPmvjm1wRkVUMjzGFcSCcfH6jV77MeXvXL/fZQtEn6JC11oj/oUp5KAISeFhp84wQydqFSCBnnyGwML1L23Mog2mSx6t0bZonUbv3MlENWvvDHEAolS8QffqZ5qveYOHdqLRmqLF0uWN8HFiIh+q2V+/yYZNogzdDtXbSU1w00R48DcgKpyA5WUMHX7pH06MCFD1xPfJxVN/cCAspo3Lc9DJMk6P99DwLjVAvuRFVeoUCoSqPIXK7Pj48/SOdvX0ZtOsXkFptwLgjAJD6YHwgpnV0JjH6XNV4nCzhOM2lbYUBEseyxyCXNP0dHn6+GnFNG7ebFQR32adVJk1ZtPZc782r3TC4vLI/4m9S/SgifnhoydFtduGe/3yRfpQPRQvBSNrrClcGkvVWTTECUmrbHxFHi/hulcMXqNP+E8NXt0o+ZH/Yv8TqsuCqquX1DeUmEpZSSEhFbI6eBlRmbGzRu7FZkenIElEi23f/gOp9q1Zvy5UJNfvEDx/9rQ8uFcdzvnz58vo6L3sNYddtZMRmp2rOo7u3+Ft4pn2s0lWxgts2LQxDpjDej3+MrNuRy6OZF9wdHHgjUhvapLkWE3XYY+UOohg+Ec/K3pAHwquGKMiyqyYkmsA1+jHZiThhKJ4KkMOMAMpeqvPTfFiWSJCxTnvTeiWRJsLejFOpqoONc9hRlSfmkyGkxQxIqeVpqXIAu9auXxFDKfrA5uosjqH9rUigt7blStXJ4ChW8m42LPu1/4iWSWaundfgPI0GVyUo99SV1mTAiYNPmdaQOS6ZHKrVq9IIfDW7dv5HbbA95xBuJ1IDvfROjH2FLDtB5//7Omz2A7XGWcIxxsfL+PjVduR+rTfE6H7bA7KexPGcM0q3Sq+9ozACZzm2qTc7u2fNHivXryIsevq7Ew475QwDABXDeu8EkxGz6EPs0E8QIsKv2P0VEpVPFl11t0D9AJMIi0i+DIuZGXgH8ndYVsA6NnZeC1RlAOhW0I6Ia/nFRbajNKY1gXh/PH6xkfC8lSNe7p6UmhhQJXzpRve18biQbQbuQ/pMY8j9RbhMVQqPK4rBjjE2gbd5vWrFCt4VMKNrWZ6GNSyYkUqXgwygrOHBMvxyoNQGWyM1+MFVbknSGvdvVeuXL5atB4BjjmZSVFlWmkW5t7gOVu3bC17du+JKjKFXQfXrBHX7VWFQmuq4f58NMgH5aL5taC14ndNo+SBINdKEfwJn0ka17ju/FwmftUqr39OpZr3b6SOfsYr1b1GVJB/aPyPa/nTL8/Kmuar8T1WQ7oo3ZH+O9D2lAhmaOfuyEfhcWqbS4YxMZkqptkoVKyp51y/eSfpE6OH8A5/q9VjoqG1Mu7wO+SI6LTiOA/4tGjIsxE9ErCUedgfiQQaXqoWrurBtDfACQQ8RaCiJpGD7gKfzQDpCvD8GZdgZgvaMlyHQ2V8jeqk6CuakaYtX9ZRFi+itF3VaUSRmzf3JQJVvNAN4bDKkHJtc5X+cuDgobL/0OEyM1v145w/zrAtAL7ZqxXzppJDel4E5xxSyvZZMUwrZTZ9eWIGVlV8uZ513xfMiJ5gdd7fG3AsMaYrl8dgmrOrPZMxA2l5vhyDz5V1qboqFDoRzq/rIhiA1sLAcWQwWX3T9pLMznt4CVg8N5kYrLH+W1ugCllnijVvJnJmnbWZmanCyGqbE1DJAMnMaXzw32zA6pV/zCbnIzzfMHsS6OdguQC/DAsApNY8GjC/JDGuhUTkBW5K1WxOITG2tKIBHKAZvSE6AuanTOwKaF3bvLy/VI8xNWwDI5/sUeSV1q5P64qbdD3TwYdm89nK0Lo1AmIiHXbg661OZSyL0BgWbWMDUUk8a/V5/bJWbSxGihWbVKNXloXthr1UnlmKDJFDn006H2P94H56Wd2zQ49S0NPTG1Ks67NRfE/U5cxUsLQOrK6VbDxFRv9B7lEF6uXzhrpHIyJl5IG1qtK79wyHaB3cK4obyK1tWeOmQRH1+vJqMkysY/Mr30jBolZqRRa5t0YhpXG282MMX4yYn4khrGMX/Uz10JWiwHv6vn/zOf+5r3rtOUP1AOrSWGwI9uLQVxRoOMwNGzeloAR3s5awYWm/DEB6COd1qGAzieYaC5DijOJFUri6f9sWNNn920MOl/qJFMjVi7QploA7RA3WRySxdOniFFakRv4bcdie4SQ5bVGiHmAV0WZKaz3cn30vciE2QLQSDSXq048fJ5KJc2+ktZ4fg8pYwKKkY6AjxRbvJ+JhaMz5kIoSsdW94Q5VWUWYTcUYn82BVAWVDXkfrAR9pT6D4/X/CjHOqHVAEwu4j1yvQNGASojGWg9G14Z2jpxTTgqmzuijdUlROUVGXnXV+7o/gU6wv4igVlkyikqqrMEL9QEvWhwakfViYzhiMAIcz5oxxBXqqZP6QFWKVwysfchoWgeBk3/389aA3cICsfaCk+C9/1RKaxMoLzN6FsgbWgRpowqSQ62gIRLy8gF+Rj7vy4UgLiJZxjA0sm8p7607txLh8fiATz/Dkrs458amQfu4cetGihBK98B5h4En8FkW3GKKlvDoPLxEixs2pHIMr5FiWxibxeb1p9Af5ePuvbuJoFAONnZuykg4BkVIDK9jVGFHPoe3n5qeysARlWB0BobTQwy22FOHEonuGFhRSox7PrNJ46hrJJLyu7hN1CxI3+uP5e1cIy7f0pUrgvds27GjHD50uAwODKRAIbJzP82I1Xo5JKKUajxqU30z8nLg579cUKK/imN6ZsHPooPHgFZj2Vwr2KXnALMNjWeaI6pFCB4eFcThagLSfu8/98Up1muvfL5Ew/T6liwpGzesi14cAjjFGgPT4Vo2yPTUZHn2+EnRskXBl5EifS7K8LxisBsH03XZM9ZqyWL416KA8ebK7hocKhu7OuO07HdSYrpbcLZg0DlMjcjVQWzuT+n4ho3rIsq5as2aHPI7t+6UWzdvBS5xDjzLGEypXBuMStFka/aZ/avARuSCkYjjQPNR/Fpgr69MvzjDN06M4fHjZC4VW6yzLhk/uLfKtnWTMbnm/4u4Ow3SLM3uwv5kVmVWLrVX5VJ7VXdPd09PjxgxAtkGCSNhyZZBhgg7bEwY0IIwi40IOwjCJuwPRHiLsL/wAVvBZocVtmQHIhwSkrWAA2FECAnNTO9LbVlrLpVLZeVemen4/c+9Wdk1DZI/cWfersw33/feZznnf/bz2CN+uN50FXWeOHc+v9Mo+2clR5LGq/HDhelUa8zcu5sAGv+ndQsAJz1nuC0tPkl02R7jVbxHuJw4UY18rb15hX66LAHCn2ZGs7S+SkmRiVI6319ckMNX9Oiz5utf88B7LBf0wTxHu33Pu9Q+d1kbeHPVAVR87QMtSctOaONqc6/af9gwHlCWIG6c/XWg4SmP4l+jwUFaUpLmRrvjUwMI0i6ySXLctgHibsp4lFiRTnwWQASx0N4AHLWSuatHGXBR86ehocFRXYGjyUp7UTiMjWg7zEQ2OqAlQbCnyfDHuaefgQXHsMTH3m4vH15tkhUhbZQIPX7woCae06FOx18n2sxcRtj+DePY/E7D48NIwwSbkcNFjjYEX51iziTxEfImahttqAe7iiDaPLiCIVQNOFW+Qv6bkTzmTiqfcY7n5Ssxkzmdx48rUq9xWaDch6/swGRED9JOCtSyOHYUdXUv9+7fsk+EF0nt8i8trb8QUX2m/Ev2w8tVoFcdMgIuEn/DIP23f+v/RhAmimxOpaGiAQBB0+ZPRR9XLl9JqtDE1FQbR0/SFjr/FR+vrh60MgxFg8HsNb8XY4n22zncrbHKIW27ZAegrfh4BSGePInmras0oFfhsbbWH/SsZna0qgbO6thzLb5HwL28shRNEz0CSle/ruaptM4RooIl6FjpHF84xjdW9Is/bJO/s1D0MtR5+aaAguRfAbrNrWg/gFukGBh+8tFHoUu+ZgKIFhoa1vdPQOjsmfAu99DSynJoIrQ2dDT+ZmYwzZHfS/I+rcv3ATY6Z4bKgpDjmshql/Omp2BfNcIdY774LYDSNZWglanFRbPG5e8qrvjE8aG1Q1to1977GYAJ1AhG8sRwiUXz63L6aNhAHnACbhohf76facY0b1kLxmFMMb9PnozQiCD/PMAz0V6rwsQAjJqJSamNwEoOlU3wN1LP5imuFnCQk+ZAH+YJswcwAkUbtri40NZWn+U9ZhtQ9TcqM5MYsLD9ST/5WQBMLS6/jGfRkhAIaQX1pchIXVlfW61i9ekL2STs7HPDQ8eikjOF+oAJk9rvNu3ypStxzIpa0eTMaXtb91yJxkdDRCK7M/fuxzfgbAhE7d6EAvOiz/fDOFqq05581wbzTRq3z9scSdIORWKKAX7+IyffEySSq1VL8J1OTxMGZ5q2Un0kFhi5DwICEgU2BVb8bIg0Cbi7koMTW8q/alp9iiZXARymAQ2utDR7xldDO+BER5DlkykzBQObs/cwS93Nu6XJGAcpy6TZ3q4XRj788vcwdwe0BIoLIwB0AsnYML6Lf5UGwier283lK5fbucnJNDQlcAXAuFEePniYKKtSJhaI9eHP4waKdtelFtFICEs+JGuq8oJAcZ4EkLGv/ERO6Hs8txD6oFEDS/fkZDdfNCILQIG96gtjkcguGKHNWKoW9naTzhKgbQNZe1aH5qDMN2kpmmtIz7Cn9s1+eo625ToTEaQW+86dW215ZTX8xWGvYSdQV74ma0FUGr/wDUrRsqr2Aw0CBpkS7i2n9dnTZ9knzyHImaUARD4eJYNZbp+NW0MfQaWqahhI4IBF5d7eB4q08YDR6rMDnuiBhiDxs2ALmqm81CNtbGQslgdfP83QnqM5uEKQLT+pg7R9lxVFGTp35lyi4NYWzVLAYI5Do7S0RzuEBTCFTQQBS8r8AbYGJ4OajGxvZ/1CYIfz8AZyurlDlCuPJQN/JhP6Sdva2Kx6ttHS8LJ4Tq/a2o62Jdxu8FRRZiWCQHiYipOSpqgbL9u6r4vDYMmW32WmbsdvARSpr7REZ1r2KipfjU1BeAvzT9Lo89nTpwEBpVwy1QFM0hMCAsV4VHq+M4EViZU0R8DsZCuRVdLFgsffQKtNGg4Qptk+C6iKBktu1tKIUJCkLI+Q5M88OyUr9+gbG3RtqGwUbRRjynuSXLvc5TDZsGO6D2NI2sClK4n48oXQVhEWIOg16hdA88Jc7/fh8/61f06yBzL+jmhtPlND9wqERN33qj2qfcr3nlfqj/WLn5TJ1OVcAhYX0DqsrXzeGHoi6/+1vodfmIyAiH+mK+mrdJULOeNEUEkQ52TOw3W4NsvD4S4LiZSyHDj1CSfvB1x3C1Q9p0zoMm/t1cS5synlYkLKd8SV5V9zPsjjaHfmxKwntI0PXXsuMJFwr3RRyRyaByi3u/NbfMcFFKyNCy84bvDs+XNZewdyP9b+qOvXJo2F5oYGgbJWX7QegC6J15oXMFYmA/rTwOArX/1qaEN6DcshQk8lz852gEl1gyg4U3HToUv2Pt1mKqAzNj6SNvTmpzOJOaNHAp+1oqYcnbt6euj32zjxJS2ugj3VIQUIotX1zY0UGKAvCgpwo2GjD9YSvjIev9OCJTsvP12JYmDnvE9Q4VUCDna4giebWwlQKNdTDNELTkDu3pQb1oJ4A02XSyzzP2TNHJi0HPHASHIlMPLgrU7DkxrgO4izv2ho1HkmrwUjteLLygEppZn5jmREDktEY3JaL9MCLVARR6nEJBUNz72MRVtyjlWaDcL0WYu/8GQ+ZWzu7VQyUtHCWVSmuHHT2IzHveS96ceG+EVX1S5KARCid095P8Ak/j9gTbWPz7CafXqmjVMqNDExlfY0kizLoV2Z8+4dCcmE7crcgIgXohCsoM5HG06VhrEz2+vMCX5NvdR0oEFMmBWAIn7rVveuZ/jZy2Wu/6yXdVP7StKan89BBaBAeNg/6yPh2v4gLlE5r+1tXVy637frbGDmLKbxHb6lgKX7xNfLR/LNY+lppf/XsA+/EKwXujJPWgS/rPQHOXpSQQSHBNKM22S2aaZJ71nImiJyE6uxAfiiXc/sNccCrCp5lPMmuZbGRmMQvGDaCZjJ8aPVZckkrevF10Xt3QNQpgmtSogjR9rKsu45VetLUNNoMXNp+WpmmWGnDo4qnEumwFyEunWW41lgVdoOrQuT6jgkSoqpRWQNiPnmkjqVFkm7e3EnCXAAGsdIohlAARgBvOMMVWXgKxdaiFCItlQlaVw+3gOWWsQBdvWsAhCeGzPzSFWz4A18C6ABHvrGa+jf+gAZWrqqLeuBp1zuqQyTdoZeepo1RuYnC1CeXhUYSJKufotAv5Kcyx2DptEhrGB50Hort1OtfOUNbrv/3n5yIvGu/bQn/fUC8LRq7/pG2QTmDj/Cg5l7ISjMSbW20f5uES0GBEYgtDffp6p6IIYwaRMhaTJxOVgJElTNYnxCzKytrSzgXlpXV9lR0kWGSA1aQH1eQTGfi4VzkUgkkQL1bEbH4IjeZAUstN7hlzGu8RPHo93JwWPzZyzxI0g6ZcKVw96/CMGm+gMBAMgmpydTxC9/jOpMeqEK0oeUYVLZXJvhmUBDZ4pHjx9EK2HO0rB8D+EgTE07leKlPGf0WGl13TwQMECIthJi6wr1E9mt9BE49vmvytanTYhoem7mR+vu9m1jfS3zpIViLvvE9JIH5hwA/hvv8W+JcPdCJHvv3Nr4TMocLiL+7FiySYf+g1EOvzCJuRXDOa1sOIxN8Krd1BlYEENemP6JXAY05IxTcu3d22l/jsECvHsEb+Xm2RPPcnmG9ea7sneJ0F+Yjs8Mw+qGQjAmOdbBQF0NagFsHXMZIEvg4EyEsWjt5uZ6LCAnyhEiaAzoAVqmNM31zFm+yck2PDKSNCr+uT6KGQ0o5v1QPqs++vSZ06E3FQUCfpia8ZYxacnOPHeOxZHBpreddvv2A80TRtKxmHReWu6LxAIzIFxmv2DOsQANvkIbvof+3RPfUFxoiPibdbSx6TzktYANMOIzSeutgGUFFK2xfaPQAOGNja1O+CjtOpp0FthB0BZQlUDAgzTZVSZ8goZKzzQfGGh37905aNZgDVLve/2V8F4vwPFhmdnVpg4WAVqmuwgtk94c++uglvb5jkNz5c+J/Ime7if1w0pYLBHc0riq7IqUBz5y4YSo+RdoPRacKQcgbD6tRtKh35O0nJy1atNM4kBrKJx+WurvuuaV/mYsmZizwrqTsCyWsDXpQNPiT+tBxmYBCT4RPjsdVfkpYjo/f56FOXH8VFIGaE82mdnmAtAYOj/vbCeixpz3XJopUDl/fjKaB4JAUG5A6sjDoo4PqhMkiX24DbQlLagdWDMvaLOU5yUABMg0Qzx7LtUaOr320tEGYmzfNx73x7cHWl1XyG+c3nsBNGXKeUitmX0qc5XfyzwIIDl4mFMwwvrGqeuEMnWbXT3o8+0K0gANHWQxgnXd3t1OZxMaBabGhIh56GiZzLwhLvc1boJxYGC/7fs9Tub6+8F/AWAXBfQMl/thQL4qZpEzTwQxckJbNNCqiHEUpFPlaWfOF+FfxsBAVER5LB1iNMCkpVRVAKaxl3zEopwfvPtetFt7krKux7Mx9TAhx2xMvGjvKm+kmwzHaY+OVbxgVOa1owUCXl2nmp3tCkzYY24eeadoArMDEJqhcZw6djLda7b3BS7qLN3w2bGRpGQsPX3arsfMHCifrwqkUydyEI8cNtYDFw8/W28aWzvPdM4s/yIfZ/y0SZAeCr/RmEWRrdXc40epPBE0AvCEBEKNgJYAACAASURBVLryHdbU2jNHGuwEJAEmegBsH0mQXqQQVN4rBqABU4z4/QkP0WDfHRsZjcZI2+V+EHBAT9bUOvDbmwOtNxaOcknlmXv8qErLFBHspfZenGFhURR7qz0f59/eiyDzPTgCAxLd3lPMsJnAS69whb4yYg7q7jSt+ETW10M8HNUWEGHzK0F3zL63N9Sey4t68iTha8gsv47G0muJQBI42WC+Mrl5Np6PBiP5OyIxQMTMbN5RWtIdxlHaU43OGDAtrYPTk0aIqeLfUfAc53dVbVg0lQ6kqGenDKZbCOovyYVwbS6mtejA2OvZmpq+/Zx3qbZYRJD2ob6Pn5BvBKEzvYCueYT5OwFB0mKCMhm3s7ny+Gya3EJnvPIP2jwawrmJ84lKagZJehmf8RvfyDBNugcPbOv1zVdpd8w4f+sDCtUWC7EBHXOyhhtbWyFgCbN+B4JMWmuB+GmpDrfmvyJltQBz0E3tF2dync2LBoABE+RYK2c2rZZpUwBtPV8cPfnNo/78d4CetU2oQDfh0WMxIZmhrA1Cw3GP1llOntZSsuyVbZ0+5TCpEkKZb3xwFYhBK0cHj+pbGiBVTgio5GpZI0wjoNTnpWEQLpKjo0xtc3pRUSAPjUn8oUjp48dJbUnkvSvRso79ZRwc98AFSPhddc3i8kqOQ8SYrWlQq+PK0YApFw3FgolGs7ZPGLnfL4Kay4dWs7KyHM0cHxnjsWQ9DKS2FSASAMxagRLuEvNEe2iWL853+CB1G9ECPwpxd6at8fiuoAZ+G+yyL3qNSvqJv3GF7IyMxl+P9wEYX6VnWgt7OjjSmgR6a8HnCDhhAjwh6CkP3qNo2VuUnpiAqq2x8awbuiqBvBdlBp9QitA3QATQ8n3xXsY4JvF8+CDQ1e/JCw2va+S5tPQ0Wf2AgG8HY7vk92CCPDQ5W5V8yCmO0AGVgQIOF/u+Nz1oW0xeTO6+Ns+F4bxIA+YTKWGwFsDn+iufH9hPFCZRuXSo4O8ZDzhYWM/1/JgVXcnNttZWy8vRsrSCIgWMwybUWF8wqMXrL+Y8M0fUZ0X97+BgOz85kchP/I8hrMEmqbU2lWmW4YeBEJWNJQGBJk0xkVnCoztR6sTJ01H/RX3Hjo9lc/r1gF7Uf6fgIsoCkn509S/mAXK0wAI77+/HLABY/d/zXvxu5Z/jpyFlmSvWB6AzJS0IwEOIfmGSl7apM4zOHNWFGNgBA/sDYwlF/iXvMZlpBxgNgR5e08+O/vN/s87WE1MbE01L9PLC9MV258yd5lS2J3NzIWLga2/lSYp+8m0lGCEI0Dnbt80p7b4KsGi81hI40qSkM/BDl291K8wiJYJwJ5ATtrTOnZUjsisq6CQxbpQ5CeRPV5MAzLWDTo2/v+wD4aXoX06hyKqoMJAIEHQLZP88z3xlDtjQx1KYZucyJvwwrI0+H3cOMip6p1B4LnrD+K7euhL5d08KAnBgNeBfzTwoN6wi1hF3AOumNC7nS+9kb2mxgBHoASMCDbC6D1Aj+PF3BF0n8E0Hj+FBfkgJzIDLGK0DmqH9AiJEBeBqr48F3I3f+pkJQPeyppQi9GRjATU+Qb/ozeetGT5JBFg6THcam/UU2EmpXrcpB6hybHgk2tfVa5dTr0lq+jCNxUZLSIbQPbBY4Pr7VqKNCAjRe3AY57lzW51mtJoFJn0hcT+paHdMyH0mh9ynit6UBBmL9pUPS8WIo71qYtNdQZ+ssbGkc8SU6SRbmGzwRU6R+l4b2oObXCeSDAEpvSrAQCy7kbBaQW1srsXkWJBKE9+MtkFVCiWlRrIkRyvGRrR5ic6mHrH6dJlborNzc+3efadJPcgh3TboxCkq/KloF8w1lQVOZ6IdW1sXs0L7fGtZr9L0gNjhi8T2ln+z7n4GWgnYVM+4re2tMDVfnhIspTkAmICh3XgmRzlCj0ugAx2Ah7Dc1x4ZH6IlZLTlQXjGE+CMO4QPGCELHHES11wOj/c3+9mz0BXtnmCxxlJ+1F4/enwj5hlmJUxpzCKskoe9IjTXzsdpD3CHju61vZKrATn77axVEbyRwYGkv0hPenD/YXyR6OrmrU/bwpOvxkSieTC9+lSa7HeXr5m29efOt09ybm+5dvg+NZM4fLEgRGJpeEyxGYeadwm5tH5riX4AU0BPJ1+NNwZa6odpr9KaAIzsCcpGFIIuV7Yso+VkOdhLZq3P2BemJ6CO/7pL2I9AAU5pK1VBHOMt8Nhuu10T2ZVndViOzwv4EZJAZEBuqOoJyetDw0meB7qeJ+uB8ODD8/vqWhX40xRdaIOrga+URViCei9HKihV03iA35IgYTnovWefCTPjO316pJ09dTq5vnoa8uP3awfYAKMjQ9GwtSUc0C8B4779dQB40xfrpCP+jJ2BnTANc8cLuHDAMmNsjoVxM45uDObvJiylIg7bYyORvhY/qmrnWxEy7hnIZrgHDcMCIeSo2wcEIKG38wOJTA4MBhjj2OzKWXrzFCBHenTlJojHsxEXEGaOAi0pLCQ46USiASkbaIzMC+PxLwDmbzEm6SySjTm8SSMbbxOthyvP2gUMQKkKnI2RhiedhYvAmQ0Af2CQhqEThyYLJ1Kmg3m0IzIeBOsZNo2m5TnWJpkWXSNDvwOF/nlMx729OmDcppOugBVBAbsCJA1QpfXQYp4naCGYI6hCkwRkQJomYF/MzXP8j0S3Lplzlw+GwIxTqTQGtKcxb0WYpat06T7Z6/bNml6njLT9rjNNT4zmLTKKMTzb78ZB0GpqQWvRYEHHEj48DSa2lSwlrWE1ARf+q4FRkezRpqed/ot9ag6fEOACypLOaTECWIIPAJRwlMakTx66HBimhXB9FBBbW3vH30X44Qd0hg+YndwVmJAwGB520JS1rd5v1olGjb8Id6lYXAWEuSBC/d75Co8di+a4wa+lLx2tLLmSMhAqR5a2xtqJOc3kTSt7WtCLCo7wV2dNQVFzsm9WgEDx7CgFS4uhE+vsvjRbTn/aPGsHePjXOIjcvW5v+McJzpinx45lrIQdWuk1zqLVgTQLwN+yOjwfzwFUwo1Stbi8GHAXobcufLg+Bwz5dWly0qmMyfeMxfift+oObn2950s+awx8g4OzztB5UWlxAHgSYEkFHwxTqJGVB/NsrRI147eqjyOcAqtK/cBcONDkECmQNAD3oSU5sV7gQIRJ/hoixgwAojZK59Wj8U0gJBtjHIqiLbDP8XPwu/DdbGystY2N8egQUi+oznwhZpsN2duNeiusDXTc2+STikBT6RaQSVqgVX4u48L0CC3M1yWtmgsCwOjqbo29n0PPrAjfXErr2k9wIA7tJ3oAFqjbSJoSxy4A1YC0Aj3VOMA9bVoRwj9fQyrN7sW4CR4v3wfU1gvoevHZidgJENEYaOaitvwe9kYOmd/Ny1yTYzjoJK/qOAvMEFuvhfN9DayrA3W2AK2/Gjl6PgaPWSILZph/zxjLEV5OopbUFOs2cCjNKb932qRN3N8fbm1kP75bierW5LEjH9OZp5pSaByR9x8/anodTk5OHqy1lA/A7ZZAi/BkYdgj+wFktM4nAOd01lhbj0+MbyppOnypBFyCKViPpxggqX0dj2vk6DCtZS1MrBNOmLBLgbAG2pnjDXW1fGpSm5SOVSBNjfNu2+1Ok2M+Gi8zU7R2ZWkp5mtcNBzxXQ8482Fh0A6ZtwIETGWWy/jYUNvd3AuNAQyaGN+kmlrjZn4aI+EK8JjueHV2fj6AF/qRDH/ieIr18S9QTZ4jH+GxahnHH2kMrtCsYOGuWnzfO14ZDstLEe7MA6apZzOjmfN8yd6zd55JiGj/xI1h3QYGVGIMxOXgd+uEx/3cPxPWAD8bTGjDCzgB3AZGCDy11HslXLa38j3/OQC8SgLeSxRue99RbOW4Hkk/riLiaH9ysXbk65QJZrC0J8ziIX3KhaDBs7XV2PmSjnstkYYDsS2USyQOIwEamdoCEaRvEVolPvaf4xfglPR8l5IjPgITLUlSCyjAQYJQtyWI8rMI5Svd6Tce+GBUwzB2G2OxFGQvPanODhzM3jt5VhnZ8YAU0DPPl6+AxSH/JMBE7OZOYpL+JSj2Qzgcz/FVSsokNWkig6RzAXyN6eWnvPjd+tkjzIuYSH7MQRrTbAmr9XTz2AmY0fSAXwV8ZNSPRggtKx98thoCc/fNzdKkjS3EJt/p+U4Vcnd+Q4yE+Akw83y+O5ZqGBMZH5eVX8EM4DII7ERq961xt9bMIyDU5ZYdzKo2IxrV0f2iEYzrUkdKKGNeGoW13HFOgrNh+WmXlyMMt25cjVko+GFsYZJEH4+0ve2iG2tnD32mD7IRENaOCUQQBOAOTOyKiGMs2h4aIKhcnkFL6gVG3uz+Qzte39sKQwckRkdzb1qOORAuZc72gu5ICuodHC51iJmM3nMppcz5IRSD8c69pNkA3tG8lj+2zGG0E9N9ZCQ+OH44wguAa3EM9Hzm+PiJNMIFFvjZuqCnXvvyPp5DO74DhPCp73Kb8IkaH/ADLtWxrErHrKXL+yOAqqsd9gxrBqhsN9AC3tbPvfp9KSusSlxD64grfEqxclxCNQ2Nq6ErmgCoaI7mDcy5nwiSqH21ii8Aj/gykRz68twRftVG2caQ2oAN8cRu1jNOQnEmr7vE8QACqeHvmZBKjI2NmIeIkw2PSEwozD1QzBrGZBspLUoW90iAoO0PhIHda2+PBlLHGVoYPhrBB9pS1N040MvMiymkNjRlT9tl1nGuCumf1B4dYFXIG9AUsFazBJvK8bm49CSSmNQ2Z8wPLEe7yA9mtQnWq79srLHaNMSKCUTZRDnlu+XznLTxgzkk5kQYE7FI5YmjLET9+Rpk/5z+X/cD8i/+rfVUE80fx+8iBQXAqbmk1SW1A2PkrI+tttkdiuMewNJ81tbLyY1BuSn8zdwQvlwymt6Dh/ejjTOB7IdmqrQC0hr4IrDeJ5n9Y2btlz8yABTgq3NI+vn4d+85aV+MkN9p3OkmvJtyJ2f+0r5n7txpW5vrpdEOlSbrAKk+wmzMTGP/5uqEA+ZA18bp3wMznKWRzhrPk0LlcHfCypoUwxRvlI5Xmg564G9TIujybFcvDDNvkeYEyiq4Zo+lf3H2Ayqg4PM90/Y8pmaWIOeXSwRXtcLQ0exrAIZP/WQV3pujaCdwcv/wcHfMKI2RBhd3DcHUBQTilslhWFxFBV6sgrpqn/Ar2uTv5UtDa1wEaEBGgdQWpXll6lYhP/cRHrdmxg07ZHQYM+FmN+TErT/baLtnyszEp76DP80FNhA4eJRyhJ5817zsG97zWalg5gXksCG+0oTXZ1ks7pX9plx9XuIxECFBPDAjS3Y3wtUqZySgRiL5o5spITGRgE6HqJ0MPxg4SRHCScO+qpuDwEyLAprYLpkAUCWBgIvFBqZs/vLjib4CvfJnkC42uDaZe7yCBhiZi6aXAFkYrWpoWbQPEbhRDs7K0LbZLouZnwf4EhG96pE6hBgRumg0xmfuh18W1e9lWhdo2CQ+HVLVGiF+4oy6737KmmTE05D4TMzdZwzHWIyq59U8/HP/U8QdQhK86B1jnTxjxiFsxEMI2HQMpv2W1lpPFheSR2mMfCghOAzbdQ8Woda7TWqPDro+l3tK40nzCN+pU91omqJ/EWRJvq00InO37gAd0Fmn+GzTjqoCVqE1nNBhk0XotW8mc7/PCDtasWDVqVNhvMGuSUXWnxCMMCv/jg4vLnR2pLdAaBqdj0d/QXsa+kwqTvkwmf7eq7FW2pSfzRE4BbDVv46OhSfQonsSKM+eVVskwjl8FA2naIJWBsS4ELSA4uAHqADD513WlSaruQYt0po7C8bzPYTGSHuxr/hEraifjSt000UojRVYHQUGrBE+8p2d+NF6QLae1tbflSBa92xD1yE4a98datRHhj3D++gU/ea7XQZA9pW/lf8y2vVe5mb9zQ/P4880I2mVh5d5hfeqWSj8oXSUtVYk4dl4gxmOhvXkRKsE7f5+7ROwE9gpa6+S/42xPsc19zkmLbUyxJ6jEI/Ed+ILYfiOCSNxdmoDbZCBYBYahT3x73HnQTAdmAMQu+NcaB98yf1r0cLkHWIDDt9HBEePVo+rgf16zwaSGgDQg4AwEzkO9Y5oSAkJrgV/A217swIuvdmr/rEIl9OXuSTQQCr6TmcW6qCr+/JW56CNml5zCODqytEFD2z+4cu9MSqqIcUkZXOmZw0TfKlie5ILMQqlA3bzJqH5NNyR34Q0RyhF6Iefcvhnn34Bvnv7amef56AgEo4EFK0iBb1vvO6H8LkbaBnM7D61geDqn1uEU91jN3bXCzTjny0tFp30qQmEgIoA24xhWQj2Aq2Q+GHVruQOkPzzLhqELwALc3APFy1elY8UntMnTzctutDO0+VK5q61L7cGGuF6ASQiicZlT32GUAAQAzHhjiWRVSDEONEpLRZw8Xm6x2d32EgKla2l7ceMxsoS4Cvmn+JrwoCh/S4oZ734OgH2w+f3DzRtY+pB1M/GK5NA44wLly620ydPRYMRiOAjBrZRDOInPZrnP1stbREYGBNTdn+TMOS7LLAzFnxlbSoIVU0dCA57XnxdwGLsAweBjuIO82VlDQ3VqX4B8840BXr+PnpsuIIynR+ZVigrwD6ZGzCj9XFzWbei3krHAbzJOexMXWPynu/FPRNXTAV5RtIsoHyztXZljnuOcjxuG5HiRI9VhFCSDrTXQz48D4k0oNl1kUhMsZouI5WvBXkRLSZOUXkiN1pIf7NPKwscohlIBMzgSwqIoFZyoHvZMEQmaRAAiJAiLERo0xCrCzMBPcyIiDnWSRKmicU0ZuOKg9oXByoX0HeZ3KJmNsp3gQkzbbjbLCBGsngZJ80G8YpikkrUfQTn/v7u5RGfvUoz49fQHUWLbBvAjKQtYaCaSxE56YsgrakLsfeaBb46KNj47EO+6TdEbLPTs267hA+ne/lQ1xLFpBn3hOdfjvm1dWe9lpZIA2SCYybrZh1i+gHIHClZjSCj/fSaztGh5ggKxE4T6UGFZlIpK3UfTGpePvebXfkMMOmAgAZGOAFpfzN2moI6ZHsfxkuVjJzPZwnM0CZkdtT4K5Czv1dgz0Kx3M83nZVQWnuaT4yNt6WBJwlWoEWpVATcy5cxuC/ajKZHVMa8qudjaOCCPggylpR1AdgIZme7TDX0RkigrQEnu0WzYUKXeU5QAlDaTDIGdigB5fuiOBS98k9vte3h8tXGTRNLg3uELzu6QejY/hOkeAifbG+Xq8e6Jtd0RS5eldTRILeivBCadYAOXkH/rZWmJDEaIM3NzeUIBOvivu5Fy0VfXB/2i/AL+KTB7m7o0VjcE6+yuOyLwAg3mbWzLviPS4wSZM90sobD1jVuBqlSKUXsfXrbcUUBWmOzPwKNLCj03F8vghYdOJFGu00e2UaYwKL2g/elEJ7OECYgMCDSl4NEqr8VBvZARG5hJdyuPa0kXkxoc6Ot5bSoiuQG7TsfmMGVulp95gw8TJrEzkoVKSextkYVFa3JlFnKxENcFo40s5gWoRaZT6bzBwAVFRphRP6BvunAfgUYaKI9mKamtUwJ8/cCnJ/Hwzae2m8dQmgiRJ2pinn5QKSkcPxbJy/O8CIa/5bS+c433ml/75d+qX3Xd393+9Lbb/f7dfCvzxlDz2DWW4VJ+S530jniKad3zIiV7IV9JD4QirXZ3q0ONBtriLOAvQf1sePHI5GzLl3CtDUFphVpl/y5EU3boK0rxgbsAlEkM1qyHj04+Pnzrp/8iZ/I29/xe35Pu3rlStvv/MUYJevT3dtzaUm0pdVjKwmW0Wjc11qzNtCKy1i9MIuSP5dx1Xssl6PxOzptLoy/uVFm5FaNPS3J8q0X//EcGlC/fgGy7s8Ap/c12XtzRnvozu8Yj9sIiBP8aJxUq323TuWTBSy0HWcU08xV6gBK+aau/f3iHz+bKw1Gzuc283dDQGMsNN0LcXtLcfG78eMvz2RR+JniIgdxbWO9goGpl6/TyPg4n2wvJPhlPhkrbXV8NEqEMbAivE/BIQiincWCClhEKHmudSdc5gfmMxb0OjxUtffuY+34n6WDsSodqq4DtvQp3+9NZtgh/gUI+aBHR4ynsh6Mg6sADcdyOkbTrsIGz3AdAB4TwB9pKKRkULYLSiCOgEucrpV17bMG57IYiA1no+nNTU7z6uyKQUJ8+SSJ2Jm5TI0my59mWeFmz2RamZTNPHqUrd8FOZK/tN6WF560wc7WN8FdXB8mrvw12iMQ864xkhQ2w4KRXi7jefmiORi/xcLAnm9TtjZJm40AAmLFxDRh9/D8/vKMProlaVUKjGRsz9f2ysHa1snmmZ8NwTAi3BEeVPLZ2fYL//fPtb/zUz+V9vF/9I/9sSTdkoQ9wO5359vaD2M5QnMw1+QC1rGaWmlLR0gN85GSvJtbG9WCKw5zBxqT1hUdTFqP5gldBxWMuvHsWdYMGDAhmQmma/+sjZw160k75A4RENpS7N4dZo5xjXG41VGDvRvBfrrsh3m56e/+zu9oP/ezP9t+5Ad/qL3xxTfbH/j+729f+dZvTSSZhuSZNAFMSpjkcs6DozExseBMFzHsAduzBQyGhuQ9dlkB2dP9vA/gpUFILbEnfu6BjylWOytNp+qes74SzOOuKSc5DYIbA9jQCmmHhGhPQ4RRfFebGwFu47V21C9/y3qmk3f5NyUp+zsBSEhLrq31BtidEGfNRCAcTXoTWgKq6MN62kN07z58xMZHaNFMXWjWnCgj3BKqfGimqU3trByfJVz47hMISEaDIEKVY6J9go3i4Yxn82UVoZtYXl3KSmwevJQKnKqAkPguE4Ig40ckKK073iEk7ffgIEXlaCpnBKOsEyED3LlQ3BdYWxu/w5hSwHYzX2tLMAUo5eN29fLmfwB4bpgF8WaX15Lfu/C9hcWwmNSiIYCtQ/ktWdgDs7U2FDN4nxS2GPleV8TuXs5psHgiV/wnUD1g0HVk6UEFKJQkL4c2rZJ2YdP2ujK3bTWhnh9NsTRQE07KTLSMysWSGOt9i2h8ZVGWmemdMAwHv35efF8AN6Z8gWTWINL8BdhlneIKEH4vs1hdY8AcA9A2UjdcEgyD0F5oY8qaHNf4c3/3p9NK/o/80T/a/scf+7HU2Brjb/VC5DG7MVlyuoZTIYPwt7Y2klYifSOlRonUliaE2DCLzxW4YBbmfUuED1BVOoZ1G8g8RIAxGVRAqDTW7KdcyuflK6VRWN/+cu9/1qXL8Q/98A+3H/4TP9Leeeed9ku/8AvtR//Mn23/wQ/8QPv2b//2NJbFtKKOAAoNDosGRpMuNwOa6MER3Xj9Zpf5YJjQZmee8i+JbMaEe+kekphpIugHeBGA+Ib/DGPKcXSUqGJ5i+oe1tXlO7RA64T4bG3e64RwCWX9GYFWKQsiwaLfxXO+VntgzJ4tcIBeCRG8ZbgEor+dOXu6TU9Nt7PaPCm5ZBom8bpoP3PISXIlxEtD7zsAFWBwG4QG06OuFAL7yjogaKwTvvN82itNEj2wCv0NMJu/ORmf31dXnsa3F4EY0JLGbNSVwmJc5reuscd6dVxnGaJJ1iGe8nfrmDlHbJdVGeXBZOO/rCbF8MBY+usA8HwZ0EXqHVW4PVLh7q4NEoZCv7bKoOTKyTj3eYt52CSkeegzxwdxXJ/+7kzK2pzK7A9BdRnXJAz/nWhaMdtOEUZG2ZVwxbk/0saOn2iL83MdUTzPIiJuEtG4LLCsdb/TOs0LAbx82WDjqRmV5ANCRWxV3GzC7hlzcacimQggYPmShpd1SQPR0m4RMFOfH2SPb4f/cG+vjR+XDLze7ty62X79V3+l/cov/4P2gz/yJ9t//KN/vr399pcDKsb8//fyHYQXzZGAkTGvbCiHGa/F9NjYqnpPa0QTNsa+1vT588pD7BnUnuaew0eSy8g/E79qjk90ShjNYidS3nNoXzSeuA7ct0uZsX40g2K233xeX/7yl5vXf/in/3T7p7/+6+0n/rf/vX34/vvt93zXd7Xzk9MpkI+W1/VDo516LtNMGZU1x5QFKb+1VYw52tEOIdoHc14GzWhlXVSebyo0JPjFRxiLogIjGK6E5GdBHr3R+LXaqnSOF74lI/WdXmhbv8r3qyL4+jvA1aSzwDP/9nSILmnMyslEgiWYP13O/pTSUdaN+wTHRVpHxtL7DnACEhox+pHOVHy0mU4wFbmW6FuJ271wQwPW2bj9bL1YaeiGtqa5wfnzZwOQ0oQEiOTDVot9Wtpu+N7+mWufsUDIMln10qxaYAGLwXRBohmWm4PSxQorwYbHCcTa96opJ8j0vnQoVH8dAJ50BcCTQXeBCR9C+E9XVzIR6G0hbJxFY5ObHE2FCVHM4qyJatPMDyRfDtEfSPjOnyXQsR2/UWkYpDVnNVNHTWuFv0uTNCnTopryZ5h8ZFlXGWADSBjfMQ5pENF4UkYlx4+JWqkZpLTxk5bmWthSZggzz0If+AuYPKJFzFXmXvKKKuJFMA8eqhf1PPciNIC3siemgQ3wHPPvwYgk+umf+j/7PWh/48f+p7wO3vgX+EPYgpPcGDj4N9baqteT+X+Bo2rtJ378x9uf/I9+NFqS/Qccm11+4+7xyn9MonWXYmOtf7PLPnu58vmOYbPXzMRQ3WfvAhzRDwZHs9HYONX5Z7umCpjDnsf03CugKZ4p2uNrxazhJRogJuarjkZY5Y6+m1I3rcs3NyJQ3DPCtzM98aYhFh0X2PkvrRPdaf3fm35mgUbRf/FDuZMAhc+ie8KCNm9chGfMzUPBPNoSfncZb4oJjsn1KwUFTzGDaWLGZU2AkO+5tJZ3znRcEe7TaWIArgexbeV31k9ZIxBOgKQ6+TBpMRk8ceHH7FGCGmUGB2uShF9mvvvF5M03Dpm08mN6QCMh+OAi+XRJ7ZJ4e6DA7Fl8ZlTXc43EKpW7MwGTCtDlUIa/HQAAIABJREFULkUVrUxuxEALsCgWF8EYpCRGiBzCG2hxQkvXIK2tHoAlidRSAnUAxlFtrBYFyFlDWppx2HT+E6VtxqpeMn62LgmyfDhVdGyzaYPuF60nQFia3dBwObUBVkmPEpEI/vBlc7fSmaNyihCmC2O6gLaAhfm615/9T/5Ce/vtt9LO/mu/8U/bz/7MT4eYvvdf/zfad37nd+TshXzx8H+SXlBEb5wh6j21meuJKDvUZnVV0871dndmJq2xVlaWUoCdpow0ID7NmLGV5ImxjGvtaSUcA3c+VRpghFmnQalH9rmAeJdKxK+nKF5N6rlzE0mmdshLfj97JudzkOYh2hyWVMSKWZJg3EnnfooI/YMP3m+/9Iu/1P7WX/vr7Y/90A+2f/lf+V1p8orYZ+49bO++805pj9GG+C4FSaqXGue9z5XwKcYsXqNxaohaABAhttcO7Tm/r44vx8ID1hYdRlsd3m1H9+0ZXquINAaNadWdyYBPMB+aiIlH4OZAHKkjBW7+zuw2XkCC1gNGcUEUz5Tp1+IqUgqJbmk4aAs9leKwH1cLN0X5pooqgZTxhQePVJaDZxgnk869zKcP0uDlufn5aGF8zQDKPKIs7GnzdiypU/au196saNbFsQwdXUfL5NfOJvLnjraJSc1VT8VFZU7DXX9HfmQoRzEBkuYj6GFuxhO86crNaLisrXqf37yi/VxY5kI7zHyBXVfhZO6lWBRo00hVk7BM+utAw7MZgM0gAA3wsDE2OtKoi3xgEJID4/q7i/lk8ZkVWvQAxKA7FVkxOYDrcmsA0tBw1Ysa8PET4wcOYwQAfDBbACaJlCVRRam0fTcpg7IQGNdGe3FS2gTvu/qFkmqh9paDVSG/Z7r30aOVU4QoaI+kOsnj2b7rZ+dm2Bhmu3H1AsHnLbp7Hb4C1iQPTTih9TIhOc0H4wcpIrfJq09X05vOocHf873f2/7QH/pDOcfgF37+59uf/BM/0t548432ff/m72/f8tt+WwIg7n34af1vxhEfyhAiHW7P1jYiOb3PoewAaOY0wWF/zc2e+rt18/uRIxV8QvXONrEm8voQnH3M+kSbIHXkQTqLV4OBSmZGHwQYMw9oIGi/I0R04h7l5ykh4X4EVr9emngKWvydv/23cxD3H/i3vr/9vV/+B8m7s8aSn4EV2uEcj68ofjYaDsbQXbfM9DxzoGjm8N74GfObOxrP3jE9u1zSAjkR9rIU6jMv38HvFR63dj0dAtMS3LVD5t8ZIdFuMCewgdHOMakyszqJyzd6jQaTu8L4oeECR2MLQxJxeXwxvLNmDKefT7mJyqKguW5tl684o072QAFxfW4/5+QKlJX/PlSdVBrKMXo3Dh2YKRqUAW3k9/e6IEOn6Jg7LStzKKmQ093OnDmb/cc/tLxYPaNjiU4TvmjSmpQLoRoUxFeccVZKmr9RTKIhunfWqgIkNT7VG6VJ+1vhRq2HNUEv6EEOZ38dAB6T0AVtMYMBGUC4LGcJCApY8IpgIuhKUK2HkgJADQMNMPb4zlJFUE5dTEIy0rqAk8+F2TrmSJRseydpLEqh1IYWQwy0wT0SsfxSFuHZ05W2MzmRxTKxgBYGzolqRcykPAYuMHZoTV/iFTrNIopqGYP50jjU3vFjUNVtNv+QaKXv0h7UFDIvCIQi8AJ862ZdIl2TujCUe4he+pxNEQDBqNaUYDics9VvBn/DH/+BH2w//MM/1N559932S7/wizkERsT35cvzjDtjT1CGX6dMfZ8loSXqarqK6Arkj7bt7TJBzJtWzU9irWg4aCDCLT44QqECTR2XBfjcGyhYgwK2MkfsqfmOjSJugFgNEQLUHZOiCVeRbgWg/P7//sN/mMDHj/2Nv9EuTJe/heZgnVw9MJZ5Qpur1udo1PoW+JSLhWDMmncMkht0/+l9nP26edtYzJlARJvmFTOvc7Qf/n79XHMg/IDv4vxCWn6l00iXn2YfaHhAh1KQ38Pgzg/pyi27TjTm2dNgCXm+2CMBGAEztBhBFLdMdU1B52je39CmOdgTznwMbplp0QQvoWW+BKT7WgP0WLxYvIJHVI74TG+ZAPN6jn2tuuoCnoG2s1WKBs3R+H3P3qJJ73mONeznIxvDHL16DJGN4fP4DGgCNv/aC+2rSlOtlvYjw9V4dndbMK1yZvNdPMB8JVC2RXmlFFXAxNwpFR999GHWod/HA8DrUdrqBUS6I98gt3IYTFMbU6eQWzCOapOzqOx/FyKlBvseHwdGoNbSIGkcWZzOQUzj2N6s79mk9bVnqTHsGQyxmJgJYUifQZSeJ8fsWQ5PrvC08hE0jhBqIYuQshGIqvPdRVp2NY1Hjo1kgTCMBZb6IFQv6mgjjR8w9QzlAcYRwnnJpMWU/bOqVZbT0c5HU3QMHaI1bgmyXjRivgUmkPtjkJ6xrWPvvO83Kv8eYmJrYY3d134hdJIU0cufysnrfCtHj7QnC/MhJIC7Priez9tPvkSE59pyBkHK9zZD/MrfECCpCUbdPyathg3dM+xzWtNrJYThgB0Nr9Pm3dcQQzfSl3brjBJjAvw9c/27f/jf66ZXgRO/OJ/U/GjKtEHjzT50PuCemYCCh6Cx/irB91mXg79hjt5nJ8k3uXvoNgGfcsBX0K4D+v6G3b/98lt1Y8HcxmGtgD1z0foXjZUQzL6oAup6Byb/LopFWSLoKUDQPQNNKD1DfwJ+krjtr/2O5teV7rGcaF6eLzioA1DmNlBaIXCydtmA7nnAYLzrVL22W2fBZnyEvMBF13MPHeJb80Of9vPEifGUS6J94zW+8EJ8meVDL0thIN1b+jxT2iOBqtSyT1y3xni0LI6+gkT0fSiWg/sDrB7MzMv6WQRra41LaxMsKteWdWVJ0tDwshctUFfm6enPOdPCSeO9SWux1OrJ4wE6/D7Q0sCZfrQ5klQCqIFvb25V7/zNzYOCcwszfLR8AYBDIuUjpR9dsioN0QDHxkcjqZhIpJWoItJFwMbhmZHInLEqATqq81xRoNQkPn8exhNp9OcwJ3/ggQO2UmksIsLJ1TEOcED4gM2ldRPAElRBaPFOxHfGb1FJxMDz5QsDeC4JigmBQSKXcqEwpTSPrj+fwnEtgsJwneN5a1spVDVXcHtnQfQakWcBRAsj2kVQIoIkx3aR84BwDqqpgv/tHcmh4xFAevEZSyQ7f4djK49VPqA1RdT2greAawZDm4vFsg/WUToIqW29MFuEYoJTVeaH+aLld5UIQ0e22wd/68+3//THb7+8VM7eat/5p/9M+77f/bva93xl6lDoR0Z91StjVgw1KO1jfaMEXud6AAp8OUaKKUZO6KQN6IFtpWx4KJNmf38750BsuR9T00lcfLU7daIVcMEsqSrQIxHAd4nP1iC01/UfBC6EACJz1oM9ULro9/jZBMa62mHghMZXnq7mHsxLWu/x4+X3ZNZaWz4zllGSognFrvM47ZsfDw8aB/DvlQVWToHB8+wJ94vvHevcTOHTlGlWx2HgZW16sEJLBJnqBpotcEBbaBhAsWaYnea32wXxRG7NkTCxiPbGc0vBqMPmARWsIGB1F/L97FFqj5VOlg+0Nz2jUYuupvtM9VjceQ5gqwOSOfVaOd41RjxjnNnLLj/VXuPr0Go6blfZHZp466232hfffOuABg9sMjfZ3sb4NKaqoY2JMjYe6aqFUJ/F3IOGCTsqcSdFzusJdGCWaB1ObhqhDQynlk1qSg7qOfD3VAfkSA994RQdj4wECFZUCGzXYTPOmu0BxsYDkior2k1irfA3NdhimiDphIAQCk0NoxoPacUXJOnRRtjkaGXJExTwqPC68ai71RDSey7aBe1IpUKYKD6LbwY9n/Ud5gTTiFO/ytoqLSaNE53NsfK0zS/Mp/srP4bNDKDlaf1/gsjdTpazH8ECn/ybBOYyI2y0kRJOMS3HR3Mgk4J16UVADWH6ly8FIwKvdH/JSfNj7eLly21iair+JffqtSvlZy4AR3tDpD2oGIe6YEnH+rjpyoup029w6GR7+4f+avubP/rV1trJ9rv+8v/V/tE/+bX2a1//1fZzP/4X2rc/+Yn2F//9P9z+3P/yblvlW4wTejBrV/sixajLClAbu0VD0L12KWk96BQHACd06rxhL/PzPk0AkLuHNQZEAMu8gJg1R4/yIOWGaSPGhaG6Bs1a537/D3YkNLJ3kGRMS7cWBMn2TkUQy1Kq8sUIzIPUjYq+avaqWoS/8+X7kzQspfX16q0Xl8EwIVpmqs+7pz0uQK18OGBJg3IRgugbKMb8UyLXRYz7eQAtPOV+yvTQA/73onUXQFaJoE448MA97Ys97y/9BPGLtXU/QtMzteqyV54T0OqCIWjOZ5ifWMs+uB+QJUgjZJOPx2dZvml84f4utGgcFCi06Pt4W9mo+noKGPrb7Y62ZL24L4zqrwPAIzX5JESTLERMlGhJRXgQH9ObPHXWIlXicKucm2WNAjeyuJQRG+MiEY1LgKEHU89yuLbJAgcXQJKw+CzPWe/8Sl0XlK4mjypLGhzr+rBlg8xZ/Wc3bgvk2cB4bHQ8LUGZ5CTm8vJSWiUxrw2qJw7SymKTJiQhUI3k6vKd7E5M8q5bS+bV70JGX/+pDSiz2sL3+UW0FgyEGRCBDHq1kuaKQDDmy1cvsQJmAC2vAoSYE37vQDvE093AXDBKzPMTJxIto01YN+DEV0NgJJDAHGEuxYQpQIxf1nsAlL/12FCEEVDxM2Yos/lYO3Gc+a/lVuVxOUCd6YOw3R8zDKeC5Y32O944X9pvO9amftv3tD/8n/137S//vtZ++b/5r9v//PVqwW39rA/tBZ35neZNO3K+qtPflpaW2258R+VvQl+qWHSOLtCtJgiYiE+W0AOKaHp/txLN0Y17AooAZxeA4rOkFVs7Gn4n7w62xng0gLWf6I2m8kKQVI889OxzIcv4tYBYV9v8jObkTFV+7tKoDm7em50puq8OKQEslRPd2a8Ax3zROPOQZmp+0d67k8DME6g48EpNqya3FAk8YVy+a20jEBKoLH73Xv++MRHswDfzS5pLCXO0hZcJf1GYrGvWpWqM0b37ACJi2DOto/tZdzR4GOz75xBEBzwMtLsAm7Hwr/d4Qni57EMY39/DB4OxztBe1r8DQ/c9fB0AHpVeeQmkDuoOD0WlPnHqVC1ETuOqh7khgNBuyYt05n+T2lFbXYA3MubQk7H4BoCcvKLqNdafu0CiHg1TMrsspPtoWy3RNYjv4A4HH6eGbzzSXClRr7YDMoRKYkeCd+kgTG4+EAzsSn2i4+OctJTT2Evr60EYoWJmBORAZN+1yM/3dtqqw7xzQptW2BvdJiLZw5fNfaHh8W05fNjYAYo/Rg/rNkDyMbPWvzYRMX/m6pzACMoLAZkfQvVv+VoL9Jq8RVFamfNOjtMbrMth0jeNtstcLuIVhSwflXUDhNZ2e7v2ljR07sb4ydK6R/XFSz6l8rHTST3Ry886efkbNwAh4UQ6634Mg0RYrLSb/+Sj1k59a3vr2kjmYS3CeO1i+1f/ne9uo+3r7cd/+r221rUPQuj2kiS3VJiXX5jW79DrJ08W4vrgRgmdHqva5LPnHKxzJmBruawTxrOufld8Htrs0qWACcBgIgXwCbq4aSqNpmeww3tiH/BHknr5kJ+tRWjZjD5AZ42Nm9Xh+cAbsBJuBN0aIceNcSifrH9GadU17zKrpcpU+3/CzbrxS9Es62Cop80pblPTEwf5b0NddUPOjX22mooUgNgDE4ESut6t1vSa44aW0JmBJH1lJ01hnWfBulE7SxkAMNrZCyqiW19kQRxWXGiWXDE0K2thnlxT+Nl3tNSXyeHq5yS1jSZuBP4XDXVLU1OR4qrUImSNwbpav+K14jdr4rn+ntPpMg3m9Xa0eDzbXweAh0B1afBlA/bSv00bcjffjpR6cbALoEDoJkV7IQ1ogRaz1+o4U6enL1YJzK4opaCESCUGq2RFEgOh9kfmZRwrit4rmTms3nWcwLikg4XWlEBh8XyOZquKCmPqN/bokaEAqeRn6j8pOft4Nh1zPTtOe4GXHD1ZuYDmaYHPnjuXMxR8zxUGfF5t47UO912S0jj6gulI/q7vm79xNmvVTWOw+SX1hPtFu8sX4WxU54rSFCLNuw4dxuCFWVwIQ5ozv1MlxVYk3VoDL63w4SXQo9nYj2jDxzh3y5enbK+SQodSciRtgK9SmyoHNCEW0nFycirtyDmdEbL3CIK+F53DVfiWTp06E0BHI9rVnzlzKmM2N8dRWtfB9Tvt1351pY38vrfba8dKy8q6xZQ52o6Nn0xj/o3ZpZi1nmVOvRZinRGyjst6+GE2AGUttzbW27hxnDmT/niOT7TOdVXJGMI1L/QYb2zn9CZgAOKTxSe5nxImdKISIEJqfLwslW79CV604TvonCXEJcEkNmZzps2jMaCFd8whx2HKWdNVevVpA0JjJ47nPjFX5W5mjlWfbr4YP77d7e3c83RMyt0cv1D0PRjXkfvRpmhMQELOmTHyT0IuJi5fsT13SBS+YL34I3AuLboAy/7bY9/zL6rjvip3UbWEx5fFM9XQE4hQCoApEPI3L/xNU+MWYj2YJwFNqPj7+PiJclv0QcjOz67qwxg9x54BZkpYrs7Ut+8+Y43rmIaiKfvHn29OjhZNScDgkSgn9k4gsr8OorRyzmhgaed8YjeawqkTpyLBTag6MtQJ5rV4xVw2XPY29F4VNd2uMjEmL5v6zOnTYUQamXZLtEAInpr5dFAoiWpjzkxMtsnpCyFoi6PlkS4SQfmBIwHg02fO5n4Ww4Zq1mlzgCFmMTYX/6FzBCRV3gmh7+ScgPn5ufjxpicnIUlpG3tFzKxwmhlTKEA1NpqTsWhCTFrJ2StLT7NGtJtQCCqjwMW/IEImXacamU5MTuSIQYcALT5ZSEoC4lxbfdoe3b8f5nLMIIIzdr4wo2cy8YdlLsE8usln8/58LsIgGlPNw7wJE+bk/lCdbTA2vpf+aoDJuauEkrWjOdkTzFhBlMWYd8ZBkwDyda/SHmlyDtLhk8Q4Eo6dRSy4pUOH81CAbNpepdaytc33/nH7+Y1T7dt++yvtZLcvGTd0zv/95irt2D56tss/TGrjSM+3VdHtiixmbAh6bT0CmRZLMJfP2EHmxswvVY0g4JYgUICuaz0kCOc81vm5uQQqaKjA7tVXX2vXrl4uYTkqV7Nanue7qhEcGrSymiCdABvGjBncnfOawXf/wQPwB1+gHcxHA3daneRsv9tj9D2wB8gcfv0k5mppzGfa0LE6/5j7xbWzvdWWnz5NOpFAgoR/IExLBxT2AC8KxlhP9+k1vNJ6gfZ+FA6alf2us1X40IZyL8ChfRVAj6XTmenogQaOb+Ku4BPuglnGAJDsmb0Lz5rvkHt2a5+c1j7aTxPWrARIPsu8rBehwfS17jCB4uBZ1h8OWS9C15qnbUoaYNTn+ajNx322HWClQmVstJ06efxgWw4Ar/czoMuYHOo+x5mFxzMY+Vp6qNF6SAE3RuSOHDRIp0gxG8P8fACcwPtqR4+3404gejiQTSKlEWxrus1WOgHQ9CINSPT5+dkkCUcytJKuFpujkhTGaCvLi3H+61BRIFq5SRbEy0bTsKjQCs131nba6tOVBvAQiQ69R1MqRouLRzualA00Z2CpPKw1dbtbbWF2ti0vL2YRjd8LsNAWPc+ahUlDdBXRdIob4j7jkO2ZkbaxuZ6IpM0AoHws88zsCxfbhenJEAvtDNhbi1i5uWkgoX7vt64HkORGAimpO+VKSGb5QGsn+CaT5U6zrBPjEU0YLfepvCkRVnvVBwlolJ5Pe4/Z0Z1kRitMh42x0cbsHx2VzqAj9rEQJvcEYkOgjkl8/GimbbY327/0xcmAsyGT9KS4Nd94ttx4L0enTrfRNHusw5XNFn0hfNoCN4jj/QjkpScLbQ14SI1x+Hu63Z5Ky3OF9kws80Mvlo6A8QMGqqi2lIfdCC3rz0fIr4mGjT314Uer5f/mJjOY+0VL+AoeuC/GxvjmDdDQCf9l1r3fn1gGNX5VSxo3uGjNLBqWSsRY51dD65g6jWOXVyLUz58/HzpWahlTUQAkrbBUBW2GLq2jcRuj9TJ3Y2NGu1hhfLbWgSAgYvAwGpOyIWDTa0vMdXNABxQfz1D7iidoa+691epsXM8yfwAnZxadEfbo2pr6maaLL+wlMEZnrAqR6b5CihuNmyKafyf4fMf40CSwRk8AtO1XwwK8x7LpA1TmGVPd/A4EafEj7Q8d9NcB4OF5SCufzeRAEsZH4IiLyijKCTUtCuTWMXViYjKRHpoCLUZp07mzw21/YD9mTWlCpY4wQfkFPEcEsSTScJucmmiTU1Pt3W98vT28N9NmpqcPwvm64NoIjHLq1Ik2OTERk+rRg5YOFfMLc21hcTH3sKk+57KJE5Pn2+TEZBs/cTI5gECZKbK8VKd20QJsVBYzKzWQnKqpyfPpVsLMfjhztwhgfa3N3J1pn3zySbtx41oOfu7zsBCQuSBmt3E/kWKax9VrV9sbr78RH9RH7z5LblR/zB3t9O7M3TYxOdUuX74YgEZE0YK6SGnCB51zuJ9bJtgpR4MK1wdFJUstKuKq9lPuBbQQzBh/aiK2w5HixovIpBEISJw8eTqBI9ob0AWMLmAOdMyxjic8Fa3u1OmTiQTHFIo2pn66BGEAp91pv/Yz32jt7T/Xvv2VqtwJ0GXc+uctt6///X/YNtql9m9/19vthLb4Fi++SgBV/RQfPZ5rt27danfu3E43mYqmloMdY58+d7bduH6jXb58qfyJ6SDSJc4HWDFKelonECGnz/EEDmeen59vq8srAUc5OeiZf5K/j0mPhra2q2omIkc+2dp6Uxny4NGDBJ7wgrVwnipgOHyhB5q0nnb3791LM1jPYPW44nfqxmi+gFFQBp1SEgRhmK3oyd/tF/OcDxtg4IszZ8+FJ+xzmXx1CBN+pcnjsxPdWbeAHjC0bm25UmhwniO5WPoU7c44HI8INAk5ig9AfR4hrTHBWmeejnct1+vcG0AkKEMBoXHWmDWcXc8aJF1F5oRAVuhgP8cHzD9ZCL+hV3NFwwBvXVPaS5ej6KA/YGrflNtZW2NCn9ZCYv+ZibOxKssyKBqJ2T9avQSt+QHgcQRapHLiFvMatI2X2sHpuLy0nEUt1D4S301yhfj59vbiExE9OnP6ZJchPhDfD3NIaB3aGizp4R4GayKjx0YDrAa96fDspcWknEjUtQj8UoAWM/KvkVikhwV2RJ37keDUavk/z4fK8U3i00BJ/fTcGxzISVDUfcBOBR4dKUnAF7Jv4XafR2u5cvlK/Fuy2TmbSeDHDx+2ezMzMWmo+/rEAQeEboNGRmgGVUZEmvJtefGLaWb4ENGvrLS959T/3eZUtDDP/ftt4ZVXmjM5aUk23Lyt0b58LsTRSctsmg66NIiYpQUOibYmibXamPsuEyZax6EyQd+zD/7mGtcI8qTUjYqiR2iUmIxWw1/i8cak+BuoicSS1NH0u95sABStIFha4eAaoNpoo7//aps6WlFfTFnXXlv7jZ9sf+Un7rfR7/lv2w98u7pRp53V2R60ZozJJFtaXIrZ+fjRo9CE6KC/CbYQyOhhYnIyB2sLmBgnbZdYp509f74dMxL9ohf7S6uQ86ljLy1vffVZm7p4saNVcwTQ/EiYn6ZTx4gCqJn7D5K9P/vocaaitlsd8fmJ0sYICtobcLHHtB0BF0oGf+OVa1fjGkAXBEMJjHLbeJa0G0DBdUBZ8Bn3HBoZaTvonP9yZyv5qmfOn2sXpqbzGdaPv+nMo1sQPvZQ5iotD0BYY4oK95Q5AVBBEUoNiwi/WzXPZ4LrO+lv1sN6Ug7MiS/eevL/jo3r8VeJwjQy4EbrF6wDPFWXXec0C0Zev/FKtB+0hF/tA14+c4q/W3CF2Vw9Oc3BvNwnWrW2bTtV7sh14kLnaN++C4bABnRDAdNtHHZwdfTXAeBJMMwZlM/Wy3ezX1n4kXonT4YhMtHNrTYyUhGy8bE6IVxkT/E5zU2vNA+lnltg0mFyejrvPV1aTATWRF0GqX8cZuE/oEmQMKJyHMpAiQTyPnBE4MwBxBAw2N8LSCfU3xVlZ5fpsPEjHAkAytEByLpUAC1F0zSFnjltIgKw0cbB93ju/Nl2+erVdvPTT9rqKoIdiD9vaWUpwM+BnMWOv6hK6mwK4gwQROvaDRjG76UIm1kUk2MnEmn92Vr8ijTf2bm5AJ71QnzGkvXpd8rm9s1TW62HP8GmImYsBWwAGQLwt4OYVNbP332WX8N8MSVig2hZzzi7SqsDcjEzujIlYMWck64RIaQSJ9pHJdgSXC+uvbb69V9uf3f9cvu+3/tWq4MWq9+Zz+zN/j/tf/gv/1r7+I0/3v7KX/zX2pQzG7p8v8DrYGs7m+UEl891/8G9aAI6+lgDm6u64ez5822KBp/k3OpeEjOWcMhq1IiA9vNEbCvfDEMszM8lYsonZ9+4PWh3AMC6Y0TM7Gd/Z9zSlDG1Q6MJPIKUOUxjO3WSM74ShGlePYMSxovLSwlMiaJPTU23qWljHg/4EIz4ZMc50DnMu1q/l2tgKCB0IPz262AcGqPx8aPKPfR9Lil74GfKASC3ZwQTgdzTEtB3KDtAC71zP3TJ3owj7acIwwKi6iYMdGnnWcccf1rVKZQBSoM5uC+ex6ssht5HyXz1bMDvqE5CDQ2hN3wHpPnqKATAjetgY3+/w5KtmMHMY/RovPY/WQNjo9lc9MyXyb8L3MxfaWvNQRmoNJjPAbyYLl2LGJqDAdGQmIRMWmoq9PZAA8DYfCJuiMHnUz2wmAebvEm6x/jYaCTa2YmJtjg335a0u3FmxFZpY9AbIU1PT7fTZ8/Fob+0sNBEMDnYmQqp+0vCrRKXk236wnQ7cepM21h7lvD8/fv32vr6l7M4FsVcSBmNrMpAAAAgAElEQVRS9NLly21qeqo9un8v2iMNSzdg0d1TZ05G4mMSFQwWHDNZxLOnT7UvvPaF9tEH77d57bb3nscRvLjwpN2/f7+98cYX2ukzZ7JpNBJzNl/Pjz/sed1HP7BXX3u1LS0vto8+/KA967ri7uw6T2AtQZfbt281aRUCANYcsdi84eEXgGV3Y9KmzRU0j3gLYHm//EE+VURvDWCZ91GL/UC49osprpIBoPVEZ8xV51hA6bsu3+MvAQS+747uHc0jIFL+Pntk/rnWPm4/83/8/bbRfnv71tcrBaG17fb4N365/dq7/6j9zf/qJ9uD3/vn21//z/9I++q0uur9NtA55fclBz/fS1Tz8eO5RNZnZ+eqIWuaS2y2oaPDob9zExPt6tXrYfqxkTrI2feNr8C/fEholfkrT3TxyVJ7PDvXbt+5HVDwWUDENLx8+UoT7WW6CxrR+tG6gJiyLC6I1aeSlZdCx9bulS+8nmJ53ytNpDTrrIWo6cZme3j/fj6PjzjbWSH+bm3RC8HDeQ+IWUjWmu8MoHGN+B1PAhbBBGelMDcnpybb1OTUZwJ2QEdyvUPggS5ABmjA2LL4mRUCIAEjWgOKxgOMzBOPM4e9x9QtxaDWFJAsrSxHSfFd96y69+p8Il2GAiMdjcBd7Xr/id6qYhHNdg9VHgQDrTmaHC0y/SSrlA1wAj/acsxcINl1H7JfQNL60Ty3t6tE017aZwLQxZKTXZC9KMp8YdJSmS241BRZ7SYfbWBUIulIOoeQaggqkn7oaKSahE+SEcNI++AItdCpsFAagsmOHQtgYjSSw6ZgHIvuswhAgIFZ8GjmbibOQb36rHwFUftz8tNYO3/udJucnI66z3nNrpdQTE0/cfJ429uzQNXeiJSM9D11OpKIuWyBBUVoeRcvTmXsNsiixPHZJTEaN0nCIV0MVN0YJL8KfDDNaRxHj5wpQEglQ6nZiFFI38KvdRUffJ38IU/mF2ImkZbbO1ttdWW5LR8fzz0B8eXLl+N3AX6HL3sRMRfv6ou/kLxI0f1Eywuoaj4+xUTFtH5CICGSznmOguJg7rLu8/ku6ON7e63AA7iV47gKvX3OelkXr/6+u7tbbe5n/4v2/X/p57sB/lz7S9/9c+0vdb8pKfuOP/Wn2g/9r7+YkrKBztm95zwHJiDFvDNbREKVIjoMaWV5KU5/bhcXogbyzCIaDu3KaVZ8btZBmk4WxcLw33HoM4Md/7m9nVbsNGr5dECL2+PixQvtEj/g+Fhqnu0foYPZgDmmlB6j4w7TU0TXxafs5+xDFr+CHP5G65hfWIjf2Dqhp9OnHepeuZk0E/MlnAXzBODkiRJGMWl1AE9iPrcL+tzrqk1Wcjqcjsb81D5jHpm/g7GercXVE+B0sH2K/6u21D1YanOzc3nWxOuvB/SAujUCvqaxs1MBF3P3Hc9nOuo5+Ojho5ixXBjlt0QLg/HTcROUOS7gt99OjI/ledaP2wQvwwvBCJFyipQLz3I3DA+PtmeblX3hPdVK5kEwsPwoXfbTehobF4cDy63jyVPHG2tTSs7Ck8VYTRSknuY958CkBWozd25nEUhEwAb0aFgXL11qs48eRZuan18MOOXLR460qenpNjE12UY+HU3Q4u6dO215+Svt/DlRLQM+HjWeE3b5yUJ7cP9+e/T4UXv9jVczeQvAV8dxeuHipfbphx8GyeVdiQyTNkCKFmBMNub69evt1NmzbX72cZoIPHr4sC2vrLbz58+FsQHY7p5mAKM59k6qwfvvvtOY1Nub5Yt0SlodIyf1pQACk7uODJUpfO369fbFL77Vfu0f/0rjFvJ3THfz1qft5q3bZS7EVD3SnEfgIokTuVWFO1AdWM6dO911Xp0MOC8/mc+T5IZt5xCVp+3O7VsxX3Q34cuw9ggP8G5uUfvrTA4bS+BE23OaSXf5yfNcPRj5ubSyYnqEYg1LG6s0B589/HKP/C++uBf3d6+6/wvTtbSGAjzEPTo63q78wf++/cYfzDBqjPVj/msvD1+c5PYWWJD63ARAQmLro8ez7YMPPmjvvPON9vD+g/Z0aSljp925zk9NhQ50Vzl79nSc5xRMgSiaVogoAFr1qTGVNjfDHLdv32yPHjzIXnK/nJs4n2i6e9GqjPLU2PiBi4U5jP5odnfv3ok5SLM4efZM/LMXpqcSeexNR+uMMVfXnjVaqggzbUaZ1uTkRPaPv0xnGS4ga/DkyVL79ObNuEtUjtA2J86dzfeUYtWENHmoTsIS7hNEcpRjjmeoKLTBA4cncwvRJp1xS0tEL/YP6FhrmiQ6JYTxCeUAyHmOOuH5ucfRBkXjT4wfjwXTjsgtXIt7gfDQ+1A7MLS6wkR+/jxn6tL8pI7QaNeSIuM7S9lnQZQI2e0ygylYcILmi1bRN9ClhbLQTp85lXFbf75C/nT/yvN0US5o7pQolghe3t2vtlMAmjA7rDwc2EwGJ4eOGWkhiin20w+LY9jBI0LrNDgDNjiMYbJSRQwaWvu+RXVZYGo4QqJa24jlRRGr+6mng+A+g8BENIXhtXC3cByOkJuKDWpKijn5aCzgyJcXTa4Lr/NJ+Nx2130EQZo85+nk5GTANP4zxEDqzs+1JQnOh1q322yYoRzH86SVXLl6td147bV2DKPt78c0AbAYRrkT4gaCHMUbG9VANBIlUvJ52+XHHBtr01OT7Y033ozpVNA50HajQ1V+4vzsXCoJHjx80Obn5WI9i6SqQuvqIoIxKrWi7pBFPvSfLkDdmSBRlDMfc4pZ0BF9r7Ukabk7mc3a8F/22pyf7c3hVwGpVkRVy+izGIU7wD6/fB0GUj+/fGXtJJgTEjvls2MCqsVcmF9o9+/PJGDxdHmx7e5V3qC1PX3ufLt0+Uq7fFkAoA6tZgK9fMWX1mmiEnwxK61xbm42GhsgsM/8UKpI4mhP+pMzVMrVApRpT/ZBPh0NRiqH8bJcBKQwsZwg9zJP/1pPAlXKRUoId5832kel8zDr9HmrYIWVIfRlEIjQenbSf8bHCqy6/nTobLk7RhLTewaXhT0AWngUb/JLDmh3dupkzrYwTkxW2pi2/5KS12IuAjxgAqDRiXnJBVxZfZog1MlTotaqHKqbOLCUXiIYIgJKuahrIH56PnfALiOAf9gYSfftza24CM6ek0dblhCNkrZOiWE696BOANJ6pYZlTQVXho4mnYx2mnmENiudTOwAgCcxOzm4x6K9o6PsBY2/uw5+mr54IZKGg3ixyxkyACgbcDlyNNFTGxiC7w5REUgAKPLtaIY5pT5dZ6vlElOX2aFVEkezjbWgiRTyI+U0sar9vHjhYhP51DOM3wMo8Y3ZUCht0hbLePjlEJBLXeq9e/dis0N6ixjQSVvpkQApR70dtQkP7s20Tz/9pD1ZWAw4A3iL5fI9kdcQ3YkT7frVa+2LX/pSO33uXIhZW/G5R4/azZufthkRW+fOpja4iJeGMTqq0oBvs3wngEXE7c03v9jefvvt9srrr7eJqek2dGSoOerGATDyy2YfP2qffPJx+/TTm+3BA3l/S9EAmAskKn+G+yPM+OYy4vpPgOlwQ4GXwKqAq0xa2gXHccANYB0ZakOCL12iaMrUurHT4voX4vEz4kfoBaLV+zAa56Hx+JFGd/j10p9fmIFxYFf50UJ8pA/bzL2ZtrCwUIX9uoNEGA2mbvbC5cvtC6+91l7/wqvt4oWpYvaXb96Z+UCVoHVy3KNHs0krunvnbtwR5Ws+EvqUPnTuzOnQA5pNVUt3bKB7MD+XF1fa4uKTCDh7gCEvXrqYfck8A+olJAASEOGmWHqyGLqdOH8+eaEqQqLBdxo4kDRGkU/0J1me79xnCHW3BbryEW/dvh0+xCdREMZGsjZMed9dX6+An3Qjikg0rbQ568v1aj22tysgQKM9ebKa8FpCZqPO2apCaF1MfHNlLqMhCgLwPHv6THiSNha6GR6OiSoYVEGJqlCyLvyeDx7dj7uBv7CskcHgzbP1tbgmKDz9BRtohKy/VJIIAHbaP8BVTid1SMkuvuUmE+iDEcCem0uMAL+YfwC/u/kB4DEnSbGHDx9lY2l7mgPwj2hMefb8udzo0aNHbXZ+sVTc1trpkyfbxYuXEnIngURBOYWpx8mBGRlNysC1a9eaigOOxHszd6MdWchyotZBLFPTF7OJtAs1fg8fPYoPRJ4Nzc2Cu5gwly5daep8vSdZUyDhyaLykgoa9JKWDT81WdqVwIAUGxL69q1bYarHs/MxURB1fyEcUl+UburCVHvttS+085OTYXQSnxY7M3O3PXz4oC0vP41PB0Mi8hyIvVPZ4u6HaKtrw3C7fOlie+utt9urX3g9qjZzyoziOyG9F5farVs324cfvt/uzNxtGdvKShzI2cgUYFcdbcRmP2D/hoqiVicBuQDusxra4fd8gXlrnbxyi5dAEqgdfpGsQNI2+A7NIIDSAdvh4eRn9z38eukD5iQJfE1zh83NOMPvP3zcABLTkdtBLpZnqZEU+Jq+eDE5d9dvvBrLgcDVURrTfdMV864c43yud5JH+VG7+cnHbe7ho0TqldwJOBDafnYvwSvzZBIBeWtFi9A9mlDCfLqqCLRduDAdRkuAg6tBMgw/pCDH6mq0dr7eBFiuXIsbhNYDyGJJDQ6WNvJU3ttGhK00mwsXK92ktJ7aH3QiNQwg2AtaIPqmIQNLY2biJdd1Va4rbas6s6BDoOiZ/IV8kQQfPyDT2M+lNfLTSVvZSuUPfxy6sddAZGX5aYQFXyTtOs/smoxKEWOZ8FVm/TS77dZhcXGpq7k+FkEHwPlpCSIKBrDKcygwyyvtzu3bya/zPiFrftbUvKMldikyxgkc7ZmT2jQaYOLagwC+iqBD/vADwDt79kxMyacry212bjZmpiaJBkHtFd2zIHfv3o4vj0QyUDWk/AQkBULwXY59yIuhoCst8dVXX41zl2rLpOCjY6Ixf220Fi8T58/GVNGyxuQA49zcQhfwENam2g634aNDATG+RZKKdiS1QxQtHVvIvDBaaWzm9qUvvd0uXLrcaX770dI+/vijNjerr3/5HzhngTQmpU3KMzpz+lS7cePVpKiMiFgN6A+40eZmZ9udu3daIog5n7eeScP0bKDpQijGnCTt8+faa6+92n7H7/yd7So/pDrQE6cSVLCeKkEe3J1pt27ear/x67/ePv740zY7J1F7LQcll6/CGax13KNnkbAQiBZo0wJqCU7QZmNpdQBYZi0GNjdaczS25IJVFxS/5z7duP1++OXe5kWCu4c96+/Fr8j/knWX3lA5DjHbYhamHptvRfpClQKZc3wwa+vRtrkIJOi+8+432scffdSezM83viquk1HNCmgsZ8+1N998q73yyo24NzAWkJEiQvsNdqdWmYCsoAxGtY4fffRRTGXCnIBC07SFa9euJ0WEZYBme5BHD9aJsLUHhL3yPDlegPbVV15NGaL0DCZ9WQqVhynwh7bQpTWlgSjNAy7MTgxPe1KbbR2WnixFkKI/vCSI15t+TDzzMu71jbW2MKct+1BcOxlrl89HeLgvC4p5nmDOCPCu+lfWFY0L+Mh1Vfroc+XiENRQRVGJwtbn3PlzWWPBCWvJGgNq/HKUAUAESNGI5y6vLAfoWDPowRitX567v1fVKJ05i+9ZW4JItLtEYzWx0LVp7VlbWJxPeovnRNkZHKz8uq2tdu7M2aLLCN9KNbJWZL7UF/vAOgSGOvz01ht+PAR457PAtB8oTatiutjIUwgtgLbTJFzKUAduGIC55m+Xr16LycpH9/jxbDLSaTtkU2+Ps9XlO3lPFJZUt1AiMdRXpiqnvb5kTMeZu3cDKBYHI1lYpp0FunLlSpIY5dipA5YQ7OAaTuBSd8rfhyGBlrNPJX0icugvT2nmzp1IbWYp6YeoMKBnmZfqBM/iaH79tdejYZDMTPfZh4/azU/LrLVeYWSSv9OKem3DGnmPBmD+AhjXrlxrV69ei+PdGQcc8YB0QLXL6mp7eB/Tv9Peffcb0VxpF72avtWd38Dkdt+AavKTXmio/bNDpSj1Jc0toPi57+Wjh772WQ3x4L6/xR8wKqLG8ADQXnfDiVAhMI0FAz2anW23bt1pH3/8YdwFcwJSK8vJ/tfeyBmtktylGb3yyqttenoqGgOJj+nQab/2iJ9WrZAc7UQ7u38/2rPgGysAcNO63vrSl3I85uVLF5Kf6D7oEz3gIGDJPGS10OjRBktlerqO/yPMaYI+T7j5O/9c1epyS6xknDQibhhJ21qWo2WMGKtodq7duXs7idV6zAmycdbLXqC58mkDRffCN36W7Dw5cT5ghnCNE8DUYTd7yVGU5HvO8QCpja4otfJQNcTW/Pq1G7kH2jNm41dNJYKNR5jWeNfzXIDn8exsFBTKgDUmIABLX5ts/vzsCUZ2wp/Lx1zHx453IHg0whnfsPiY+FxO8RsPKkFdTzWHo2Dxr8tz+OmBPiGX/Uk5ovSZqjihWKAva8E6lP7GhLbW/XUAeCoLRL4wHGKLU3MUk46m7Ona9RvZOOpwnwfkQW42OXm+3bh+vR0/eTx5ZvyAwsI208xIiInzE8mIF9VZip/mXnuyuBRtBaFSzwUJJCCenZhMA07+gJl7d9talyVv0ADHgk5MnGvXr9+I1iij/uGD++3DDz8IGNssDmPEbrNS5nXieHtFNcPEZIidc5gZDFQfPXocFR+QARRAb9ysXJthfl/84pdyIPSolAKdWzfW252bN9s73/hG++TjW3FOS1dw+Xs0jYy3AjcYTG7ShekL7QtfeKV9+e0vh7AxDE0PgNGoNzaetccPH7S7t242GujHn3zS7tyZaY9mqyqAVkczpo3QuM1VuRRiPXwF1AQp+lf8ly80vsPaX//zy0DYv9//e/j+v5WfaXwc89H8Yv6WuWcOzFgaOT/l/Qd8lzfb1772G+2d995tM7dutRWa1NpamFVXYakfb775ZvvKV741vrvLF6ejwRCANDsaRRCqT2hN+6cqwZJzyUQWCZdcHxOY5XGqBLl0puS7pfln5RNm7M/3IgDRn0DV40cPI3gEA9Jk4NqVZDGgSVoS5vSyL+hfGaIzlDn5X3/jzfbaq69U6VNyFiuaSvOTjsKM5/8+MjAYXkGLaNeeoCX7DahYFjTdK1evBKycy4Ie0CvNX1BFqkb47Twl5sUxC/xfs7MLscAAAzNeFgVNVr0ubSzC59GjBCAm1NEeG4lGar+fPi3ehyrWAJhUEG0/3yOUWYN89hEcXYd0eGE+3GICPAHx3d2khhkv60dLMWk/6Bj2SFEBqngQjT97th4gNh+BFJfPVKuu5aT6GD9FDCjyNSpXpeXix/46ADz2+JWr1zIwKL+o0WKy/avYWZhcpJV9z5QTkbUJGIoWdPHCpeQYUV8fPlBnKIJJMpSWcPbc6Xb5ypWmFIdGdvPmzTY/9ySRJQsItU1EIqUUFf3xOFDvz8ykVlbZmfGYpLpHoe9Lly5lcQHU0+XldvOTT9rt29IGVqOqkCoIhsjW0YNpClBFnTDI0+WlBC8+/eTTatOUSJ/WQl0S7UAdhqO9jjQaRCsNBwNGQu9st9t3bgWYEDiNFVEhoJp7mZjFEBUkwBjMlbfeejOaxZVr19OayCa5pKowmVdoyg8etvfff6997etfa++//1F78OBxIo0IXJ5Y3ykDQXzTFcXukIYW4KNp/XNeL2t9L332m57xm7zB3K49q/wuHzfWzW3nNqzFBLr/4HHM16997dfbp59+3BbnBKq4S2hNTMqjMa0uX72SFKE333gjhzvTCLwIktJqeu1qr21sODukDh9PvfLde+3TTz9NxNe+CbCpHab1a+6A9mngqgKiDXRBFGMnNNHy3bsz8RUxZ+WF8WtPTJzvNIg6SAqtCW7gkdnHc01CvL33PovE58vXW+sCoADMgwcPU1ONxmmdN165HiXB8+21BGHZEXdYPI8fJ42GhcDnaCysFtFVJvc733gnwA5I/R0AsFpoYfjp3v0H7dObnwYU8VmCed0+muuD+w/bzMydaJcAUZcZe0ZLFwnlipJ7K9osdYRGx0ymfVIWrAuQIX7NHY0qn/Q5ri/g7T1W1f37D2Jp4XnjiD97t1qB0f6npqYC2PbE/AUmRYBZbPadVXXv3v1opYAUrdAsRZjRkDXi6rDm/XUI8KpgXuNHvhORzxQCxyFJvT0bKSsfSi4d7QygVFJr2fu6mAAfNrjoVC1IHePG+ciHwfehLY22PCJyPm9CJIJJ8CsAxkjY3efx6fSJjjRKk4LkbH7F/fx4x0+cahvP1pJdTpVNiL07uYvDcuz4WJIdL1280L741ltt6sLF+COUwwHJjz7+MOYwM979ESFJk8TTtGsfbqdPnQzReh4pA8htnkTijz7+KBFAzuTKHazEyF4bQzDmxnRw2VyJrm+99cX29pe/3F557dV2XJOG7uQ4n8Ek/CyffvxRe++999qHH7zf7iVy/SQ+CuuTtIvu0ORiDpKtisz7De7/NVZz6l+0EC9UBgT9W1FXfrp69d/t/7Xu/ha7oSv1cT+/Ayi+Olcfsaxn8evl3RCeH519yzyZm38SzebDjz5sd8PMszGNHPZkQMfUWJ8+065cvx6N6saNV9qlC9WGHt1ZA4RNWDD7MCVrgVBk1hLIi0srnYk8myAFaV8M3NrlS1caAJU8LM1CfaZ5ZPydxkywzNx70B7PClbsJs1CEnmCHLT9geq9x4yKlrVdncOlF5kjMFI1cfnS5YBqT+fWMnu8vNy0CKM9qiCQujRJMxuusz36/DSAxR+IBzz74oXp6rMoabyrDpqbXwgoCH7RjghqdbT2Fi0DGZrkgwf3s87K28zVmKwJcKVF8tNNT10o7S8nrzG/d1KlQqE5c4Zvr+5rHgSTvMnHs4+jAKERQAvkAJWiAO4qYzaW8NjaerRVwCZ5Gn8YA3NWtQZz3neK34/GRcYa0LrNe9wIrFEgzywWnEET1pQLQ6MCwRPBDOPor4PQFu1KTlHQ9MlCJi3CAqiYDVJGONo//vDDdvvWzdjIV69ezmIhLu2NSMtvDP3TmCoPH0kGXmnnj5QUYRq/9tpr7cKFi2324cOo7/fuzeQzqiG2u4jYhanJ9qW33m6/+iv/qC3MKS16HGb4tm/71jY+oJknB3BVbly6cKExxc9OnE9JmuJ8zu6HX/1q6lJtIMltwjboypWL7du+7XfkM3OibZFo98Kw77//frtx43oWiHk5OlLOUEQMlH3/7be/lMRsfoyPvvGNmLXaRt0aG809BUeOcdTmVK86iMR3YYQlL6CsrPSTJ4+0V25cT8heRJiAmbl9py0tzOfDwIxwEYGzX4hQOY4Ai0zyCxcm09wTeNqn+AATVABsu21wl0b5wneBmAJO/c5HAh/Iu7yL+A9fcrkOX9YRQbk+8zPTVZuqQ2eEAqOeiD2X5pto+/ZOCHrm/sN2f+Ze3BDvvf9eezAzEzNEio5W/3yzJ8+caddffaV9y5e/pX3Lt3wlrhVMkMgdhzVg3qvx+Nn4PctzCesHjx61Dz78qL33wXsJlJH0NADryI1w6ZKI78W8RzsZluqQzjxU0XJ+L8wv5nDwTz/5OOasKDGao7G5F4AFkjQ7a0Pw6HgiZQlA4Y1XbrzS8Aq68rvLGJmjFAemL9A+m6gvX2K1uGIpADoEITFZAwXXxPnJMLM9tccEq5fE6E8+/SR7o+xR1NLzgMPGbiVdK9nkg2fy+jtTXqCEtinjgAanzhyoClpAKIBGO6Rhajz6+utvtnPnziRf1eoDmAcPHiToclKzgq60y5oCUAAmzWb6wlTGhp7RrLxD/vvpqak8hwCWEoMXzpw+G4D0ngov9+dOm5yS0zsSehLE428UPIEh2YetrVSRUFoUTaCLw9cB4EmO5SexiepddTaw+fxOkSpTlY0OuOJPmJ2Nus9pbFGhLi2QI1O0cebunURYqZ+Q12ck33I6y2FbYSbM3Gnz8wtZIKo5DYejUk7U1es32mLXYjqdMp6uJnhi892LBOR/uHDxYkB0fnY2bXOo44ImN65fTWoJBsiUux55UgmY55+cPdcWF+bbriMfV5bTfkieFn/d2JFKDD2yT2JU6gxi5iS+eu1au3b1Wntw505MF75AtbYff/JxVHDz1SKd9mtNhgdriQFEOdW7msHtynG8dPlizIuZ6zeqGSd1vGuVj0E1TWWuS0m4JXrdtdDe2d6KWX/+3Nk8R5DF2gzmeWXeRYPrdhuDDQ2/2Hx7e0jw5VMvE8dhQvEzQBkcKhDd23neOa17kFR/qUFsfYs2hCGlOnGIxzTbWI/GNTNzv92+fTtdR7R90hOQGY9p+0vX5OlLFxNBvXrtRrt4cTpCDP0x1+xHBUPq+X7eb0zF0lxpFtwbH7z/XlIcBNswiqAZAfnFt74Un2DcJ12HZrTP/BNosX80E6VhWngp+druCvZffe21SsmIr/eFxsisdK2srsY3SQRIPVLzyu0TzaTrd2j80lZmH88nCCCbQTrK1atXwg80HBfzj+/s1q3b0fDxiUKA0vxUFJWWy53CJ01TPM3yuXgx96FpPc8RoRW8MScAeJEpf05Z6PH/j677YO7r2q4Ef0gwUxSDJGYwAyAIgGDOQVSWnmyPu233fBx/m6npnqq2/fTeU5aYc0IgAkmAJEAw50wwTP3WBWj1VM91ydIjgf//3nPP2WfttddeJ5VSwdffXb9+rUKxs2ePaDWr9y1rokGUrk+f/n7WYG7QPT57niAKMWoPTZAc6erRwqZiuqh2UcbVOrAhQ2cyQVkfDtY8cQ/oKNVe6agAZs08fPQkYnTFKUEshgXJNipkCkFDcz47G879e5kjGh7M+z9e7wKeHFgUhvI6zp5NUMItOKfAi1IK5jmGg1PJpVjH80FbkydMziAsW7o86SLCvevcucDrFcuXZCGapHPnzo749lxHRzl3dah0treXc13deQgvAeMDY4UAACAASURBVOcgBV28uLasX78xSJJfWUdHezl7pi0vh4USrsGgIk7r6+tLb29d6Tl3rrx4+zZtSMj+lubGcCapPkndxpaCd3g6+1lpaGgI7yaQvBh+FbEiIXJvb28W1tzZHyUYCN66LgQTg23nIisZGGgMfO9p78hCNR69Pd1Bx3gLYwmJBPNMqBakxY8Yzksc6eTQU1hLuDpxYirjAo4F60hLgdTvDA+/KHdGOgOMkTTJwjSRH3ABfvq0zHtJ+D01G8ukydXhzz6LYGP0YpmkZD96CXYW3R8vyPSPlzTxj5cALBi4LCKTy/26T5siOcCYMVXLjwDnwtVZLCpy127cSovixb6L4XAv9/enTxbfpmUq6Y5zbydMLHPnL0g1VnUc8q7lFzhrZlqKzEeLJkFvZAf33ya3921+4KH7+y6VznMd8bwz/6BtelM0wrq168uyZYvD10JJAk61GKHVt5E32Yzb29uDQgWUpKcfflRWrmwoM537MXVygvTr11WXxStnTdy+W3q6uysebfKkzLXW1tYElwxIeqhfxdre4pbO4r9saFWqOu9dYBxNCwEM2dC1oaultnZRuGtzzMKHcoy91Ntn2ciCQmtrMx7el+e+/fhONgA/o7ggaJGPeG4964LNwMDVZCpeMcTk78xNGQXJkPtVCCAxU7Bwz9JXFWwblyqxNRYetLwtt2/fL93dDsJ+HarKPfv5p0+eJxVVca6rawjQkXriCFFh2sdYPXmfvt978JyolzlzZqeQamy8E58nuHse85AfgMCP1nD//78BzyQRnZH6nW1n8yWg6OgEp2xWWle4uD44WG7cvB4eYFztgqRdUiouJhDQxe6uGG7eCAp8lR3EixA48CV6b6ERAScP+PhJJoRFAr1xKlm2fFmEkw7cVoEVjDasX5+HqhaqCV4T7R5Rs0CsuoljIFFRmcOTJe3QmPzmdXn5+mU0ge4RT3ip72J58uRReSbnv3W7nL/QmwCK6zNQKmYmi4GkF0JuCzqrV69OR8TgpcuB+9HlXb+e30HMqm61tDRGc4XbCXH6qjoisOS4u6rP1pjiWBZMmBA+z73bLQUe8h674KsHL9Oe9uRxZRHuJStkKLl/OPRRaASVqg8/+iBk8bTR0+BScXwT14+keeJUOI6qQ8Lis8ChNsgo/3vM/1r88Pd/vKCLyHfYJY2cS2KcIonIKW2V5OclPZcx0yf86FFMG+kVoRSVUgHPuyKQfXT/fpkwSRdMRXLjeI05ay6c3armVWVR7YJU/6SyaAHBnMQ3AZn5KAtwlWsbBMT+6FHI977+iyn84AQhYhnMirq60tK8uixesqhy0tDtMIK67HIWq3RLkMbddfd0lZvXb2Scpo7oSSF9lUXzb/QIAujUO7l0eaB0dnQm/aS5W7WqqdQtX565Ia137/pAI0q+fiPvkt0/DnfWzA8yP2VbNhOppPHFvUFXL5+/CApE5isMuE/z0dpVJMHNeZu1C2oLmY1563OkqzYeafbQlYHMOdQSxGt96wOvKtmXU8EVByAmiE3LpPHJxvXkcQx/oay4oXAvGX4V6ZgqNtTMDHW0CmvTkSl6ZnKz0U0FHyhIugQwwdUlBR68ejXvH0/qO6w7ab3CEbXHB7NmZmN/PeZVABfJkIwNghYXPLMLP6vLwvxGJYxe7xCeH5wz+6NSV1dfjh4+VC5fvFgELBOcqwW0ArUsqF1Y+i+cLxd6e8v5Cxfi/ovjo4QXKGikjr8/PU39eA85PKdiE8kCEhQbGhrL6RMnkvtr5L5xfXWZw0BxMo6lMl+cP29eWbJsWfp3LQo79cX+/vAb0kZBwbSPRq6uvqyor08Affr4cbRcbW3t6fAQ9PB4Btskdh8mLFMA1aP7d+5ksfk9XQ5d3V1l0aIF+Vzput3/7dtRzduYMuaDMWXJ4kVl/foNqTB1trXHV031TpfJ2bNnsjhHkXH1kiui1s4J4ZUxAlFV6Q1KGj8+fIXJTcRKId/RfjYvD9KD8izue3dulYf3xyX1FaD9rOfXvbGU5Eb1bOaMBFrdKCQFQULpRa7sdcaOeVPeRBNXVd9GJ4J/+/4/XgLIH6+3ejRHKrk1OUylhHezmQy/GpOJKeBIB3GPN26x+boZdw1Fif5LFyP8ZVIBFY/yfGyDdLIIIHRoC2sXli1btuUQ5ZUNdVl8xM7GyvfL3lVm3a0/g3CgCCgAWmpvP1eOHDmSTVIwGDdhYlyvl9fXhQ9saFiRLg0IDZkfxCjFH3Ehhh4GBlTIz2Xz9J3QXXNLa1nZ2JhFamOuvttvIemHg5RsRp2d7VlofCDnzZ0f7R10MmWkU+XFi8rho7u7N/dog5D2rmpqjDTLe4CWX44UQLST4cTdAynW4sULkwkBCO7dMw4MDiWjYr9kLpjjPieUzpiSAqHPIMnhCgMkmNvkQcBI1T10JTTS6tbWsmDBvCAqAQU4kdHpTW1ubkmHiUA7ujGc7+0Nsoa0KplLdVi338XJQn3+rhqnqtgmgOHeBEIcIsOIu3fuB/m5b+mov/duvdOrV69ULkkMful0n7/Mz7oHig3oUvqPgjAPmlYtC+qzAVQ8aDWT/5eARxQJ8hvY61evFpUmRKYAgxw3iMSKZ6efLpcuXCh9Fy+WJ9u2hkR22IjfV9yY+eGH5drAQAIKtwjEMBtzOy30Fn7hvfciQWAkoLIajRKhpeMFJ09K8F00YsD54O6dMnDpUtrBpIBSGwNuqpl4djy6qH7c4N07Cdanz5wq9XX1MT/wqFNHTuAyQUR+HIEiS2dOm5LyjsnLVpC5dq0lDf+jLSkClX/CiY0ZE83P0qVLM8G6Ojrj8wVB0BrRSXFTMaHCr82qzkdIJTMdEBXxbxGNfh5YDu7Pr5kT4TQS+PadW9lsoIZH9yt/f0YEb1kUaS/S/D3C6amOC2yP5swrj588SXtbug5U4BKwabQE3cqn0ETynf8fAJcJ+ccAp8r+x4tgN0Gb+Hqk4kzvJDBWHROkIE9D4GtQVzUkzr50uS9yiFvXr6WYcPfW7VTqnTomEHCwsaV6n9NnTs+iXr5sWVlAazd9Rp7BYrFZucIljrMFB6YmuCaFHrGjv3n7VkxDoWRVwFQC584pKxsaC/5t4fz5OYaS4Fu3iHtgT1VVfauU2GbP+Uc/75i3b6N9W7J4SZk3b07mxn9WhEluJPga8J+F79MSxx1Iy2UcRSKIVWybELTktrXVDQ0Nhhs0h3FZKCWVWojIOPt/9GekFwoSsgHSFjRSxQdXygYLmuoB+pddkHnQtXq/QIaAeP36rQinvTYHYdkYq+wFkqy0b/fu3gngkOWlzc68Z2zw6lWUGYoM1qfvhlZdDDPQKtrlFi5YkIwKahzdEMzxubO50FQpqrGCbu/c1UHFTLiS1JiP5i4+XcADFIyBOpoAJvNxPo3L80hZfY7vYrflHcvmpLSMJ6BMa8JnGZfR613AiwRj7NjASwjD7jI4cCUIzUsWhcFcL4bi/d6tqm1G1QbMNLAekl6qdvHi9NsReSJ8W1pWxV3NIke2LpgvAM4uN1ReHj0K/OdcMn/BvNwXlAc1CkjU3lcuXEz6rG3N4EOj2VdHRJmzZk1PoNWQr7Jrx7o+dC0Be0Xdskog+epV+AAFFEJTfKKgtXDx4gitTUD9u4K8Kqy/l15FvW3uJUA4Z7Q66ESFb1VjY+nsaC8O+nao0NtnbyMlgWbwiMrtNorx4+mhqiremDFVL6oHNWaRV4ycxESEzI12eHhlVPdEz76PUegrNkoIXwmogkicKmry514w804cyJ07M8PzmYSQ9YezZiWYQpZSExrCMRNV3gQ8o/ifF6T2x8um8sfLoq5WonuvfN8sFmjOPJD2PHhYWfhT3ktdcaOQBeNUQfrp08cVOs8mMiYHMtlg358xPXOruampNDW1pIJq0VpcQVg5HWtCnt1du3fzYPgVdOdow8qp58rlwXJ1cCBVbZuFrh0uIoKAzXjWzOmlRidGDihS2fVyR1vinN/xOiqDwaGh3DdKxTuQeskWaCizEDNW1fJxH/gtxTK8lIAkUCPqNfhLuSFUbVs6gaS/ChyCqnepH1aK6fc8q//zmYabfZJWTNKLBKoZOicUVSpnbQhOVdjP+F2poLQS+vRuBISHj/UR96UqjpYgDmb5JMtwmSuqxZQA7sFY+TubEB4bssP98VvUWyuIuGxAsqaHDx4kQOHXBSrBj9EBUTF+VqHw/fd1WVRzHwgS2KBR68O9+ixte+aRjQJ4ciWzoenVTYFXTKucs0ZeJksQq3DrI9tf3p1N2FryosQL6oDR613A84GOGnTTy1asKN0d7aX73LnS1d2dXQ3EtEMtW768rGpuLgOX+ktHW1uKDprz3bAUasni2gQSvnbXBgbjZ7Zzx/bsKNJQaZjih5SyOgnsXniSNWvX5uGgJDuugoTigoru+a5zOaD71KmT+b3wgLOrdiIIRtUKGhRI2TY9YCV/43rI5sbGlSGYDYpJYhELusuXLc1AcH/p6Ogo3W1tQXjn2tsjUMa/aCrXgqbSNnHshCxUg4jsZT5pcoQgffO6XBaUHzwoD+/eK+fOng2fkzGZMLHU1y+P3OX16+HyJi4jVSuShWPHNGl97ti340JcI2r9g6B2DxYE95jb0TZCe69TMbRDOknN4UmDzgidMmUkzZ2dBQTqz5kzryxZvDi9jzgwvI1/MjETTCoHlQTfEdrBwnFPJluFNgI3spFYhVIw84V8AQawAzM6IM5VccU50RDaOGxA/pusQcD0O86A9R12ZG1a0vI5c+cF2a1ZvboszrkPH6QSLzAJejZA42VueIeZr5G7vKom9fPnpbv3Qjl48GA5efJ4zg+x2MzJ+bULI0dqaWnK4rMYfK7Lgpgw1vECVVU5qd3gUOlobyuKKjYqG+mWrVLsxmzu0sLC3Cv8p8N4hkPqK3AIGp5FEclaQRPlYPKcN1JxwQo4g1eHSn9ff7ICOsxtW7eOyDaguzHpOoBM+i9dji8gELBu7dqyenVT1qggEbT04GGeWxuiQMToQtHP2ErxpKy3bt4uly5dislF8+qWVKfnzpsdXlvwxLX19vSWCz09ZXlDfagEwUUXhU2sr/9Sig+CZePKlUGZxs5Y4dy6ujrj2K11Dn1k47QJkwTpPiJGVqCzv6oE91+6lHFvbl2dIAaxvxh+HrABHe/YsSvvKYH/9ZtUgP2MinK1Ebwt169dL5cHLpU5I+jRn9tsGPta3zYQ2Rz0q8o7ev1nwBs5ik5qJXjM/PCjBADVIRPa4Btk4kFizSMHDkRnNHRVu83LUjOjJjbdfh8PePzosSxEKd6Nm9yFK/cHSBEZuXzZirQSIWyvDgxmh5ISRDrAY//N21SINXZPm647Y6AM9PenitTUtCroq4wYF0qnahctSFM53oV905s390MIr2xYGTmMl5UANHJ+qPtAhq9bvyFoYZA7x80b5c7Nm+XsmdOVw0r9ijInMpxX5emww4WrncRnTRj/Nim+ip+XGOcPRoQ6IJ48TofIua5zSTG0wtXWLiiTxk3Od3nxFq2F7LLrG9tRKC9w4VCgMpPf94Hzl9+bGm4UumYRH8SlL/mufs8XoSL8LnJbKobkNQkFRUFTL6N7MSE8iw0shQBi7vHV4UGKT0heKaIJJxBY9Elh3owpr986o/hppEnel5+jeZNS4UChOTs+5A6V0FBBwJ751cvKPtzGp/0I8sHpNje1FK2LgsOSpYuzO0cfllSwcmyGVswJaMs4QcIuaF4m0d9/uZzr6iqnTp0oPZ2dObN24pTJ2Tjr6upSXdd/a5NSPPMZvsPFGgtCFEyZDAhc9Jw6gmZ+8GH0o1JsKM+7YP/OO5d9uf9GwuvjJk263N8XgwNcFyeVBOq0nfkOrVP4sscpIDgrxYbCDGHR4tqkyuaBQAX5Czb9F/oicUGvzJtXncwmGxPwIfaHY0o6mxT/vFfoTAXVgdw+wzu8eLEvwAHyIiiWneDjvWs0CTR+996dtHMuWbIsfy+YVpKX4cwldFTDysZkLcYMqhfotWVCeSsbq3M6VHRduh3QQ8CBDc1cRneoYtPUmQ8rli0PzyZv9qyXLl3OWI6m7TZXwVMxBtqXFbrclyILxULdivqIkaW5NKpaRavzqGfm/vyszGL0ehfw7NDLly5JyRekpOW5E5TUnQoQcaAFNHs2NLUkppjnoTh2UQoTM6qTj6RhHIlp6c53dSYtFoQQ/SKuG2c5XVfHz6y+XDp/IS8MOrDTzB4PLb7ODslJln9cU8vqoCf6QKTwho0bC+mIACZwCQp4ubVr16QJGxfh/IzBy5dLe0dHBMMqXzgQC1fqbeJBQE2NjZGegN9HDuwPOlQVPnHyRMr/69evrbiJiUhqqnZgrOpfRJTzZPO/VbQhLoWLp0xUnz+PlIDoFRUAnSxeVFvevKk8/d468yLnTFS8lGcxAcu46pASyBX6M3nxKdIQu7zAAp09uHcvk+HFyGHQggrNnvQXWWyHFxA1y0OhqsdsdaQAvgcHJZ1g/CBNmTniUGsRabqvJm5VCZV+QXsWooq0FAEyClGfw5seBdVBy7p0ICtSCihKYAlHNvyqTBzZbOgU5y5cEGsimyMh66La+emPNlkpTcyVjIn0yaCPSGKGVX+ZrTpbWIvds2elp+d8OXHyVDl1+mSeN6lcTU354MOPSuvadWXTps1lUa3zKiqXDWg2aSnNHrPZFy+DWvE/tHsObmI5pmqoSUqhQCEFMhQsEeXeS+iItyUFg7azbVmYaBGpWl19XezAzDtj6p5wSuYIhKO4pSOCADp96FN0KVWehHnat2+jY21rP5uKff3KlemfNSek9OaO+7h9uxIuC1rLlq8IMjK/baXGx+ak6CHzmT9/YThMgn3vh985BHT58kC0inpd9XjPmfNRUm7vTiDq7T2fjIVhAr4MnSGAhba4eCEBpeq7rVC48YUqtY45z0VGZry9U/IWIMochvxwe4I863jzh6UTeY5UHMJU9PIuyOVqaxdmvfPXG7gyEF5PXJLm2gz1POuI0a3iXeEF87n3qjOBjeu7gKd9a3HtwqAO5OOKBKPz2S31IdKfSXeRgf4tRXz65HHOkpV6iuJz505OGoLzU6JuP3u2OJCnp6e7tK5enarpy5cvUn3BbzU1txRpqs4LfZSXrwxmAAwM7oA2h1hZOxj3W2mn6rAA2riyLohG0DF4BmjJktqyaePmcuH8+XwmtKbaeWz58iDHJUsWJ7Xy2XZJuwwb7dJQV4aG1qfNzGn2Dto5c/JEggH5gSLJhIkzIlMxCca+HRs21WdECDtx4khDturai/Lk0YOMTf/580EkVPQmPEmP6m0m/6vK1MCB5C5ByGfX1LDzeZ2UVhqQZuyZ0wvzSItMP2H/9CrFRWRbsGNHTnNC5D57PRxpBl7Mjo4vYsIw68OP0ryNk5RmWAwWrIJHzhNx8Pjk6sg96CFEb05+qzoJTB5cEY2UgGNHtXh9lsUjyHp2hQLCaUf8jV5xO5lpDCeWaTM07M+MlkuwU0RQiGIGIaCbX4I9ZJRFObLBWETe9XBsyKvqrMDKeKC941xpaztb0BH81cwHJ2fhkrds3lo2bFgXIbo/Nx4cmt8VBka4WeNx4UJfOXjgQDl54njSRfcpNaqvbygfzJqRjW3ixPHhKXFcAiI029PdU06cOpFOGfKo9Rs2lob6+iqzGAn6T57waHsdBNnd05tijjEkk1GhVaiDxgQ9Gwl1A6RpLkNbzCsaV9anxxxHZY3YeARPaoj7d+9EIaGC6zP0m3uPQ9eul76LF8rzJ08TtBsanGExKxzYxDGVcoFBhdZF7ir19SsSsL1v6HlwcCjUENt5gVmRwbpBPancOoDKcZEKOsbXe0JfkMA4eJ6FlvUjICmWKWThLusbGkJzWUOqroTiTBQUNJm6AibG59KlgZyx07p0aeiE0Q0Hp8hVWYYAvKAXoEfFDVyte7HREDHrLhm93gU8CIV4EXdE7d24srEcO3QwA3n12lAI8cr9dExgLevz7nBcT4PyVBZfvzZpJyQdlPYuXrq03L11KySySqyGebs1dKHPTyVTiwv3FKmxqtjy5UsDg0cRCH1ZU3NzOXeuo/T19mankTpdv3E7yKmmZmomhC4NbSpLliwqyur4FynqzWsVl4dAxmVJyUw8QYfYctLkSr3tXlauWpWuBx0eBvF8T3c5OX9B0ngoTro+cQKXZac54QRfhU/z303NTakUDb+smrS1rVnguDfbG4stKdWbN/OqAJrUSNWuUsuPvhA7YXW9zYQ18aSjixZVixT6tpt2TXs/k01qagZCPDaXty9fZIwhPUhgXM2TAKR7ZUzMEny2CSu4ujzX7RnTyw2OLSMHR1tg7h8y8z6z+UystGOE4KN/L8BCvRAFxIHgJ0uBLGkY9WX7O++GzowODtISREgnli5ZnEIA1C/VtIgtmNHLfyftVJyKpqwSORt/i/1i36XS1dVdzp45Vc739CToum/SlnkL5pfVq1tLfX1dpBKe1yJFI9gclf+ex1C18hQUOE+dPhPOmWuJ++amsmnzltLUtPJd1TPzctLEyCIE5KvXbpQTJ0+Wns5zGbPFy5aVlpbV4ak9jyDtswy6n5cC8nkUtObMm1eam5qTQQjQXoln1l51deh6NnYdRDSJ2jIhr2zU5u9IoUTHivvlAiTISgdH+Unvqe9if6gG6b0uJ1kTj7mku85pfkDycTUFO2sav14drTim3H/8JAoK64HcrL6hLu/IZuifKwODyTjw8cTYNimBTfVUwcrmpTCIprJWIDnoDt0hKAm8Aps5qMlBlwhXcPyh53P/zr/xTvGS2ZBHtIX4uhnTZ77jE50/jE6xcVkflZaxKibJikavdwGPpm7Hjm3hAUw+B9h8OHtOdmyDjnewE0MOM4dflVWNq0r/xYulu6srRxlevrw+KZtFY5FIATTa906bVvovXAgn0rq6JVo9EBQ0b6hfUeoaGioV+eBg0J4qbyxdxlS7HY5pyaLasrqlNSSvNi7I8fjK40FXKxvqA7Flg2D2wtoF+dmzZ86Um9eGYg5q96KHQlpLa0xCn6uIkcVa48UsCbEtcLc9ORX+pv/CxSxWwdCOMbp4vYAyvjrFzK41Be9ZuyCTyA5DbHm+qzuOJziI/t7zscxWWZIyrF+/JrsbHmR0oUvNUyjIBEDMVxuDhWri+DkvHIfKYMFOeOHC4hC9eiMJeZ1Ib/KQq0h5aaDsnmLoY7ZIER5XEVXhw+Tk3GsnxbVZkDYDMafq+6z8ztyXwPr6VXWISnZUaHKkG0T8IHGI7VIQTU0ZN3FC0mdiXYsZ/9JQ31BWNq6KTAkFQbOFm8w7GAnANlzoCz8UCoFEI8WF6nDtyBEeqjoOlGPHjpfjx4+W89295drglXRo+GEBdMuWrWXd+nWVTjTpfanMAdwsidGI04fxgi5OnzpdDh7YG8svaFXQdK+bNm5MUEbV0O0JSFCOVFFV/Pz5C6W7qzOp9fszZ4Twb2xseLcQoVXv3b/RJiiWkydOZCPetmtXHHgY3wrCNg3vywUhsfsX6BU/ZF02jqTHkTS9CvrR4fPy+YuyqqU5c1hANGe8aym63lo8uub6pUuWJYPyLL5LEJJi8l+cNBX3XpdN2VxLd8W9ezGuUGRRDBnV9slGbj68XejvzHfdTjZz3+td3b59N1yaM3i1TgYcDA/HLMIzGXMbn+4IGzq+ua+vL4BB/QBQEOxUbWllKUMWzF+QzyeytxnY8FYsX1GmT6s6wfB31BEpNuoBHlPyfqTVAuHo9S7gdZ3rSCl5OinA2LGpeC5dvrz09fZE/9bd1Z2bRIp74dTN0hOrQ9RG0OO7TF4PQaqiDYUeaaCvL5wFp1+edwYGCpCiQV7SxhtDV8vxo0djUVXPPWSE93KjdIBSbDvQzaGrKV4cPnQoHBwuj0xG65QUS0UskpGmplSdoJ6LPT1Jo8Do9etW5/eC8ESVt7ismqQfa9asiRgaB9h55kzQCjh88uSJ8Jf4hqRFKnupGtaEtJY6CjZ24ObmVeX69aH0HPaeO5eU0yag2tvVdS4BxeSTeuA2oIDqXkY0ZlDNONNmTBnz9nUlviSyrXmdlMduKY02vnoITRa9xiaMIw3ZXeMPR6UbyGaXhYp7EUSMvb/3LWNjR/48zsKpykYcPS7BYXic9PhFmvkfP5wUpDpaePDMQQkjHRLawWyG3m36VT/8MOQxctzEt9MvX76szJ9b9cQqnuAGpYYWgHEQZMUjRLP7DV+Fb4sQt3Idlu71Xx4ohOUqqbSgz549KZNjRV7K3AULypZt28ratetLQ92KoAWfPaq3813GwSW4349VWX85efJk0fJIymJDrm9sLNu278gGY6MRsLxHAllBx0IncD565HCE1eYwkLCmdW1ZsWLZO8mHVBVYqJrvB7IOnKliE8A1ab1UbMgmPGVSugdIXJzWppUMl86k1IYq+LkEfXz36TOnk25Cz2vXrEuhy0v1jl0cTBwXYE2uamouDSvrKw0hN5M3rxMQcW2Kkri2xYsW5fc8G6R08/btcnVoMGsRgvM57tP6ls4KXmKFwoGgZpzRDN09PbHGUtmeE/6ucs/gxCz4fjhbh9D8bPBv3gyXwcFraU1zROmyZUsyzra5m7fvlEuX+qKaYFaQdfTsWcCT79WJM3GSAicn5ntlYPBKXGlQBIIyro8NnaLK6PUu4LF8UmLmVmKi0RyB5mdOnCi93V2lra2trGpaFX2M5bJw4bxSt7yutJ8+k5RUtL969VqQE4SHaG9pag6/QIR89sSJcmLN2lQrFQ9wSR6gdU1r2svIFxy7qMtD7yHEI931WVDA2jUtaTEjcdA3e/r40fCGKrYGmkOs3e3l8Iu8+K1bt0UseWjv3qQPp48fj9hYwDXBVAqnTp4c6Gz+Q0V6K2NtdW0oPbk86W5cHSyHDx6URaW1jMREMM651Q6NHtFLQUDaW8B6iMkLg5TYN25HDgAAIABJREFU1Dy8f788IFd58DByGbxPy+rW8JorViwNZ+KFWEgmFUTlCy3OQPvXlWC44ti4KtdkJxNgEce3797L56ElGF3SoUEtJBKQnvsR+Cy6ly9fRLvncwUnCK8KAipiBLSljEmz//M8A6QQCuDZ05wHks2KT+DkyovOONpwBHEPLOhJXaFivdV0aFIXvK5/+y5jBEXg7PBpxgkfMzwiDaE3NBbmmbYo/cxSdtVwnNLJU6cTEAQo2YdgJP10EJW2sW3bdpQNIyi6GkP6tzfhyQR1PB7CX8FDt8Phw4fjLs07LxXyRbVl+/YdZc/Hu7IwR6kc3KVA8Oz168hFfvn1l3L0yJFsFnPmzy9r164rK1fWhYIQGARvZ0C4v8tXBsr+AwdKV2dHkFrdyoZIPKoxAeerQ3oEG4avJ48fL7dv3Cwff/55Whm1e0lVfa4NoTeGqafKtatDZXMC/NrwvFCbgCRV7e7uyVqxOUmdFy9amHXHgskahzidnUK0695tSNHfjdAK16/diNqAPEqV2rpR4FJcUGRUOKj0rItSiLRx64rAsZujKR68T9NLezic0wqJl/GqtHla2jyPuCMropiYN2duuEOf5fNpALfMnp0sx7vUv29zh/qkuc7dgaBVqR/cf5DPnkpZIaA/fZpebSLr0etdwMOj2S2bVq4M1KwZNxwictHSJdFSQXEKG3ZNuy8+y67x6y8/Z0GDnghUg2pXmzppYlm9urn09PZGwsK9tq9PRfZadnkL26CoXCpKnDp5Ipxb34ULmcxLnSKV4yErpThUU99QX5Z0LktzPWjbdvZs+hYFMfcT1FEzLrC9ob4ufYwI3auXL2dXp89SGZo956Po6PAoKmqjkhA6H7wS7oduSZD0M1evXC6d/PAWLcpiVcB5Nv5ZFZByIAusVJ3ADv2uWtmQMaJXO3H8eETaYydMLPphX155EVW/xSvoGAO8iqA+WnH2Z7grHKOXbOGYAJCJADRpYtUy9HZiKeM/IPOZWubO+ag8fjwvhO/Q0OJy5+6doD+25DgeKasqFqfmBL7hlxGS+kzzGzomuRAQkNWCjV0bcrPIUxxJgITCHH/5XoKMwEW6IUXFU3If0VVDwuG5Zs54P4eZ+znpv/duscGXsljPNfyyMmpNcHqr53pcFolgh3d78tLB0s6EHSinTp8uhw4dSOoprUkq6ECdefNSXNi5a3epW7E0KBht4Tl8HrpDCg/7GHe+hQNXr5Zjx4+Xk6dOpmLqeWfPnZNi2tq1a0O/cOXhKF1TU70HaSX+qKf7fBDOqIBWKrZ2zdoESEFc0LEZPH32MGlqe0dnOX7saNI0J/g1rsR71Yem8LM29oh4Hz4sp0+fSmeR83I3b95Sli1dmoDhWY2d4H/lykDeryCoy0iftwtHaYwVmKSzDr9ZvXZNtHeClRFQzBDkhq7fKO1nz6QqCmQoXlXvAx9WcYiAyIZNmyPWN47aAAU1hQdzdMOmLQmEuiSAGN9748a1dGzhFFOprxlb7j5+HC0fKkGKbhPxfmn5cPfmGKOI96ZVh5TzqrwyMBCkJlM0ltapwoRMhpTHfDNn8dU0n55LSyqwQSp3587dFJYWzVmcsfH/3gU8Efjo0SMhJ7dt2VSmTOT0UFfWrF0Xru5ib285c+ZMaW2tqq1QVUP98rJx8+boYQavXC6HDh6MaHRlfV3Qg0AkTWxsbi5njh0vl/ouxb1XR4VWMkiGsaYCx5p169Kj+/Txo3Lq5MnAZG05EIKdBUnKP66lpTWygVvXb0T8/MuvPxcHsWzeuC5ppkEPQp03p2zZuiWVn7/8+T/K7evXyuULF8qxY0dD3np5XrC+ZRNEqmiQ8Ao4CRNNQ7RgBx11nT2bnRkClDIQgOIaLMg3UMuIzk8AgTQFXJdCCsiN7xRIyEcu911ISxEDVGlLc8vq0rSqMZNWYHc/0n2fKwgYa4jPeNlsqgU4tkwdbycbCRDDE9LsrZ926dLFae+y4+FT7JKazyE+5/0+fPQgqTsdnVRbAPRcvteC9p3SJt9rPMMrvS2xvUIoqx5H4T51alJ9Rqwzps9I0Lbx4Ekr+dGU6LyyUHPgyqjIuZp/AjkkN3bif3r3PX9SHbGXwJtgOJyJz/HZhkUk7tSxJ48epfAghZufTbMpqGzd2pZIcPCAeCBo0qJ7/PRptIqql6mC3rpVjh07UY4cOlTMbe+Y3rOldU3Zvm1HWbF8aeVsPRYnXfnOPHlWoULo6tDhg5E9KdQsXL24rFmzLqms54aCfTckaRz7+geDIi/19eXPCY2tI5KKIOaR9J1EpKOzqxw/cTxV7nWbNhWdJ5QKKBTBgu+eQ+ApH8g1Ppo7p2zdsiUI2qjaEKG7znPd8a6EuM0vc8KcpwX0ntk27f19b9yPP/n0s8jGyJTMVbGgv/9KAnTO/WhcFe9Fn5/KcP+VdBhZl7R0DuGSYlqjHZ3nYtq7YeOmyEgEVjs23Vz/pf60euLvbC5QmGo0Osw7QgXou7UBhFscuhruUjrvuQRFgTauLR99VN6fQcz8JnNc4WXRwtp8BsBlrudg8/sPSnNT1ZLm/t8FPGd9Xuw9HzhKW2Ziy5ubm1eXQwcOlAs93UFeKjPvT3+vTBg3IQsUGjpz+nS5c+NG2og8QFPjygyaiLxsyeKysrGp9J0/X4aucpLoKOvXrS8L5s0NUqgQzuzsUvNra8uFru6iWHDmzKkiXSVclBK4TF7oCoHqPAnVHs37dFLLly0JvLaIMsivXpe65cvK9dbW3Dek9ohBYk9P6Whvj/AVwell4DDch4XtRUht2WprM/MMg/39qcb2dHaE97LY6XwgGJPE746XpjvFa5hT7ZsErOamxkhr7JoQhkIGUTLTA1q9vvO90bXhY54+eVoaV9GjLQhPaCGMEtCCnC82qQSjCiGVoBtjI2hID/0cEazFAcVMnzYtYt5HTx6XR48ENsciPsuCEAyhvqol7FEqnJ4DclOAUG0VNMgAoCR/RssHdWu5w2VS1UOlgpxxM/Z+3vcLnFJhQRN6qezTK2QqcFf/WFwWadVXbKxdkJhALsXUkcBCjHxJG9+1wauZ+DYbY2Szs7i2bN1aVjXWp6XLPVkgvjP+dgj6EWnQ8MvnWWRdXb3lwIH9paerq+BsSYbmzJsbGkdxy3NakBPHakObkHHVGkbJP8ofSsecD0tFIJv5aMRNx3d7F1Az1Nbe3lHa285ESzqvdmHZuGFz5ja3HM8q0NlErw5dy3NeuXS5fDRnTllZvzKBzPi7f5fvZ+NOj+q9EwMLFDY64yer0CZG0kKOQjLCzokA3ft89vhp3hW3EsarpFvUC4KvDTn/vH0bKZPqZvPq1aWluSm8pnRZyxiEpVAWCcnC+QmgKALPCq1BlZUguPL0AwpkZNAnmgP6x8uWN4omd5ON1K+oy59bg69fqM5WB6avX7cxeljzXGD13aRQqsnOxjXfFVVw2ar/eHbj6XzeFGveey/OSxm8PwY8A3zswP5y/NiRsmXL5vBjoGFzc2NZv2FDrHz01hpITd1U5BNqJpS6kWMHyT+ITqHExbW1pa5+edCBVG3Txk3R+bSfPp2K7slTp5J/u2npDP5rDSnJ5V3Zte7dvZ3PsTOpjBmgcHnTp5fVzasigxE4CZu5oyKcVXGdWyFFVbhQUeT62tzSVL786uvyP58+iYOwosevP/+URTx54sSyds3qBC0xxeKUFlu0Uvddu3aHxJa2UN2rhg1cvlR++fmnQOl1a9eU5lWNQTwCjMli0lmsXiiur65ueQKilOP3339Lu55Cikogvd8lYmUnal28UNatW182btpcGuqWhzMUVASP6qqCjnsbj/cK5tN5UFm3C7IW2jukqe1qwuvo7PCpLz94mfvzWfRjmvtxH3Zl/9a5YEE4qU3g8158pueweH2uwCbt93NuQJHBopNWSFerwOjPqgZz4xmPAYF4+E2p0fBvQ0q1BOUHCQlyY3MPJuro/VwdvFa6RjYn807xaKC/akl6PTwczrVxdUuO39yzZ0/egyBlQ3BZINJRi5SzRoVa35TOTsHzVDKNM6dOhsczzouXLwuy27RpQ4pPM6brf64CMLkWzzipnGC3b9/ecv5cV5k+a2ZZ2dQcZKmFEbUg4FRtVJWhAsT2yy8/5971P5NwtK5ZHeTiXQoCGvBxqzoNTpw4nor71h07S0NjYwJvKtc5BHu4XB0aCgIcuHQ50hsO3lCld2i9QpVXLg+kQAZ9bt+5u9TX1WVzNDICO5TW03s+buJLmSksWJANUkroBTmb+vSZM6Ex8HBoCn/uXesX1r6nOIHjX1S7MKm/jfT06bZIYGwcGgukp3hnnwdtucctm5uTAUCR0llnBdtciaY/nDWzvCQE1yYIHDx/HqqCnZb3p/ij9cx7ZrSQjWB4OJ0k0CNnbPMTErQxoHWamppKY2N95kTmxeh/EQ93njkdYpGyOu4lU6emGmgXUU6/2NuTF6KTQjpoQgcFNrUENXW2t5XDhw5Wau25Wk2qflNiRpUz1SndEvg6PmEEiQrZqmJEwxs3bsqLOnHo8IjV0tm8DJU+Kd6zV0/DDzaubEjlSmr49NHD0tvZGV7HiwGzyR3AdwOyaKE+yvVJIYmKFUaozlX4qLcVO4h67QxJ6ZT0axgMTCuqRkSkUoRzHe3l7o0b4X7YYx07ejiLhWcY63gIxwXNIeChi9FLW5mqJJimudt395+/EHRnt7J793aeK48fPk7HAgGmNB9ikNb77HE11RmfIo1gF/SkDzf8UtWmJjDh10bR6igqLCON91CV672308qbmVXBxWSz2BDLQWZxUqmq6Cao3RkK8XfGx8ZjkSKL7cYWoz+3mBzHB32aFwKOBRTEQP4yYsHus9wFVKfeA6VBN9ABNMbeR3O5IllnZ0dIfovL7wW9OiB95syyeNnSsmvXxylw4Uw/+HDE+dnJYUmfocbXKY7QtVnkChQ//azQcChkv/kgSMludu/aXXbs2BEO1/1D/YTvxgz3Ga7p8kAKJvrMoT9GmzYp9AbJhqqz9N17ECwVkY4dO1Y629oyp1A7KpeCBE4zz/3sWYKHZ6YpdPynos/q1jWlfsWyqrgzcUJci+7fu1/Onm2vDCtevIhyYVXjymxAqeCOHRuuszNp5ZVUrFe3tEQiY05U8+ZVuXLlaswtFG3WrV8fyZA5L/BzNL54sb+c6+rM7xMO2+iMv70Er2ZzttYaVlYdDQKTYktHh86qgdAC9IDGQKeGZ2OmQcmwdNnStLVJ9W/fcYjWhWQOzvwghbFJ3b/3MPq/WTNnZaxs5NYOI1C2+XPnzi8OBfN+rR0ID6UCyY4nfnbC2oOHeRcLFtQmdoyuxXcpLX83JfYrff1BV9JJXBw4T/QoYpOotJ85HYmBdE3aayELaAoPlO53btxMoQIJijR2UxZu6+o15fjRIwl6nWfPlvbWs6VuxbJwBxaGE5uIhnds31XOtbflUB4/T3ohzUsqRxowriaaHxybKtPJI4fLowf3s2vrx2TR7sWJ9BVn8SJ8zLMdO3J2AA7LS5XKSAPJCVYsX57ODelztQtWE33JooWV9mqkuNB2+lSqrY+HX5azp06XWzdvZceEClY1NiTYCEQmskVj4gsQgql/b960KfCaIYBq4JX+/nL/zt0cfmOcGB6gD/y7v6/yuGNyoKKVtJE8YnxNeEFcjgmlSOKeCTgFoiqgjLStTXKeRmUEgA6QVkNuAhl0ZWYIUAKqwCOgGOe0no0dU2aMeK2ZLIJaiij5tsy/Mrmm+m5/DyFD2PnvBH69nuPKa6aiig+E3jDIiIK/uv9KjCqdp8CHXphn9vX3BQmrBkq76RWNz5Sp7yXtJC/CmW3dsjlOyJOnVG1e3ncKP5COymAcmR32/bx0nespP/3yc/n9119Dh+AIIVPZhaC1e/euvEMbqzEZrSwKFD732vWbZZ8M6OjhVMZZoFkzmzdvyoYpWHtHvgvCwJu2tXeW33/7Ne1utUsWhxfetXNH5gOOz2cLqILC4SNHy1Gb6PPnRQUXx8cMwzuyaUDb6CQc9OW+vrKgtjZSFGvmvSmMMqvOF6eSHTl6OCLwT7/4sqxe3ZJeU3NFkBm6dqOcOXM2EjBzX9sdN+nqHb5Nm9zRY0ejE/zsiy/idEQW9oTF+7375fTpat7LvrSL2hQmTpqQNrLu3p5sXFpGNQzYfJl+OXeCEJkETZFydENQ6Lx2bSh0FjkK7m10oxDYFGOcBWLKmQeA2J17d8uGDZtGmhPG5DhMqbdKskxQEMdN6x5x2YjM3dHrXcDDA1A/X+zuzklZp06dDkcFhWn1YNnD2wy/RjgpjfCCvTQQE2I7tGBBYe546uTxkK1zZn8QLkcAojfasmVbUYXl+kFD5IEgRMEAd6Q1WBvQ4da1paujo/Se6wxc37BuXQj5CdOnJZiYlFu3bs6OSnfW095ervT3lSOHD0WH4zMtXAHX5ft1j2zfvj1o5oQgySGiu6toexq4fDkLfmXDitxLtbhrgjwF688++yQGle7x+KFDSaPv37kdYTFXDJNxwrjxET2D/VIL32niC+b4L8iTk8wcAXnChPL+9BnlwP59WdhS2+f0bi9fhNsTNO1m+ijxlXbZBQtr8/IVBJJ+I4OZLEQaU3KCvSZ4nw2NCXyChCtE9Ou3OdjHLj1lEk3df3Jl0nF/ICj+8bIYBS2XIJh/s5mK3ZGgAB2SQZQE3qCM/JSPGxPE5vuMR3g6vnlpLtcnqUL3OBPZIiSh4C585rRDoB5Uxq/37pX3pk/PJqfPE6LavGlLKBabMXTudC6bi5YvCwmxL6jilNIC92o4aex//Pk/kn1cunAxspz3Zznk5oPSunZt+fyzzwqk5F0KzOaOrAPniSC3YA8dOlx+/uGHtHpxeFlet6Ls2LGzrGltKbSrEKF0EhqEirW77d37e6q/7r15dWv54vPPY6JhzSiS3bv/ION+rqsnc7fnXFee8euv/xSqBZ3DD0+wEVDPtrWV9jNnQrus37ipONjKKV6+17MPDV0vR44cTbEi+r3GxhQrMh8SOF+VzhRFjiWd/eKrr0sznvy9aWnBsrE4DF0hxzu2EdDLoWgE6KEbN3IOs7m8bu26d4US77G392K6mziJr1nbGv4Y4lVNhkq1j+7Z80m0p6FUFO+ks8PDAUvMMlAakGLnuXNBaAKnsTV38JIUH4qYLaubs55sauQovRd6E/yrSvWYfKdWQ96dsi8eAKPXu4CHgDeIV65cjrZJz6adh2+WAKNFZ9HiJYn8t2/dKs5yXa6/7cNZ+SwoqamlJYHnYk9vUKICQ1NTY4IUlMNancEoNxNpYU9PVyaagGoXo4VTwd26bUc0dzdvXitdHe1l//79gcErp5ncBKCTkw5vWL8uBQmfpcompXaa1MIF88uy5UtyjB0eza6pYuzUMZ0UdoTucx3l8YOHpau9PfwcF9jahfOygMBqi3T8GwaRE7LYmxobIr9xQJEzPxRpXpc3pberO98jSDY/acoEY21VobtKeiOgQH2FceO4mtyfIoJJZHExK+CywW/MONy7dbsoyzs399aNmykkLVm6NCiZ9mjp4sU5cUpQ9RmC3NTsjm9S6rfbu6A2qM9h2IIStOe/Oa0EOgStVbbmUI2AJZha9NX98y+rpog/d6+eBd/3/I0Dy6u0PYhwzJjybMTBZIRGy71VEw0GrQoRFq9nRH4jmi0IciaibBrCocGr6RAhnxnz1vGPNXEfcYi6tiPdEzp0aBBJFSTINoiXL6o2NAFYu57Ag+S2gPfu2xdEEw6QUatixKRJZc+nn5bdu3eHZ033jyompDTGe6m4TlxQR2d3OXb0aFrCjCG+e9fuPYUbs2BrGGUUxsw5rjR3+/buLSePH0thzTGTmzZsyilgNhG28C7jhxckQ2GDBp0KGKMH+Zgz3p8vgG50D7EgW7hocWld3RoeXdcEEfGYHMLNoutSUI5KsDGL7Mr8S1vbtTJ6JKZAo48ZH+9ZZTcyFveBj3NKnNRb9RRSE1T7+y4ntV9RX5dCgrVhU0HLXBm4kvtYWV8f5YU013hAhZcv9yd2OPzK+7K2aPwu9fcHfaHIqs2WC05lZ0/TKma4BHsFHeiNdOWDmTNTaX/89EkONpKFCsyjGQ71g/U4b/686FVlLqPXu4CHQKU96u7uKr/87W/l7OlTScE+/HBW0BU+DjlqdK4NDpSOzo7AZUe9QROg6ieffJr8vvPM2XLqxImUwwUfFTX9oGvWrC79H+8pDx7cL2yhjh49GispQXP65MlZUNJk/nms3zmP+FkksWBpEMBrE92g8U3bvm17YPGJQ4fCz/3w/d8SOP/lX/45yMqE9I8gppdX+mb3x8Fo+dLhofHaYjYGW7Zsij0WjsVLEEwgJcYDFj0WXqDpONtWbt+4nmC595ef4pSh4LB718cjKKvitgy8BebfAop/1y5cEPS5bOmiQPHLl/rLYbb66f+9GW4vqR9rmyePUzG70nexkDWkRauhISpzZLOx42CBU/EMEKaFBFVWQa1EVmHyBRmOG1smTKx6X+3cdkmXCS0sCXYpwKgsp7pQcVLVYpbuVlXiKtjh1SqnYJIeKAtKeE6397oyqPT5UK7dWwXfgeUE6haWlj+TnjhbWlsFVGYQk/IOUQ51K1eWNa1rUgkNmpoxPdzwKHpXZJo0UXtc5Q83tmZMeaFV7smT0tHRVciW6N/wzz5/+qxZcVFZv3Fj+eyzzwtqBmq2OZgnVWr/Kt6Q0lLSlb99/7dy+sTx8vTR4/LRvHnl088+L998/VUa1wUcAb9y38Wh3Y+27/ffq1R25gcfZB3s3LU9lVScp/HQsWHzPXn6bIpoHMQ379hZ9ny8p6xftzZjgJuS0iqYHD16rJw+dTIGsNJQNIoCxAvehK9fxxpJ1iTIzvxgVtm+fWdhZU/vRiMnKHV19UTyhUppWr26bNywvtSMnxAEKVOANPUFS/c1BHAnwcsKUqqmJ04cyxzZvHlrNITVnMDrXY3Vm2Lhlk2bqla8SZPCfSt+6MhwP2tWN1eAZezYMjhi0IvTpiEV1HHJvReqoyVa16wNWII0tciRowAL69atK/Pmz00qfeXuYNxUGBcAXOac4KhAAvkCON4nemL0ehfwjCyUpyqz/7dfU42kmIbQxteMC2/2zVdfx4H1b/82FNcSAyjH9veOVyTaldtbuFcHBlI6x0Wo5JKF0Ny1tLSkXeSKVqirV1MtW7xkccS6mXTjx5cFC+aWzz79rHR1dpbernPl9s0bCQh2LC6+OJWQ3q/fFOcAbBnclrTUubS3hobKkSOHU72zE9RMdVhyhXYEOwhp06ZN0Z3h84bsTC+H04b2448/ZIBAdtDZ/YwdM5xJZzCp4ltbW/JiLCi7JD3Yi2evU4WjWbMjSvWXLYXCKndcO88E7Wcjnndert1LYQQHwisQP9XZ0ZZDvU1+7haqbF64ntXKiulh+XDOnNw7PRrNoMNKyCLWr20NHwk9lTHDQZ3SRpNScJKaGjPPVMP6e2x1DoTn8veCnfscM2Is4Pfcp39DJRaEgGCxvnopBa683fxddb0tb55VTtQCJi4GcUxgHYkA9NDXl5YjDhsOWkLQq4CzV9fcjosj5XAf+rhrFy8qFhfiXVELClEkshnZtZNu2xRScXY/1bOgA06faS+nT58sZ8+ezVz0biyYFQ0rk44pRkFoUsu8ZxzmsM8QxF8lFW1v7yoHDx1M0UGVfrZOjtVrKrPOuY4xrKya/LxqNjHzqdNny6FDh1J5t8HpFd+4YUNa1KBofJdNwIbrHApI8HJff5k0eUpId1XFWBuNUVGdHJTM4v3M2dPpa1+9dm3ZtHlz+Cqc3Js3FeqGgFSQ2edv3LolXTxI/+o9lnL/3oP4BTq4ypxyEBVUNCZS7LEJKrI6DfyOcGxsrDYC6af3fm3oeunp7ioyDV0XArfxAnYUOchRFDHwdIoM5pUiC7cXm6Q6AHsyGlIFKqYHkCSeEphynwpDYo7jW3ds3xlggQKRMpsvwILjIrwvZ9TeuHE7zupzGRF8OCt/72f55Cn8AEfmsHEavd4FPDdpoRIKN7euKYf2/pa0VB4/c/30QEM6sa2btya4QBvIUQGHrZTd08LFsWiL6Wpvy2Ha+t0c0DNj5ozwPE2rVsYZ5fSJk7F4Z8XDyh3h6BAgi68qhNSVPZ9+lgLDpYsXyvEjh6Okd48kIxXCKEVHxo6d20vv+Z7wQ3dv3SwXu3vK//M//kfQzuZNG+KeYCLLDsBwKZFB0HD889/+GukJUlRnhUshYNu2LZGVvHqF1Nc0Xp3eLnhOnbIzg6u95fiRI+ldZV3eN2IaaZGzqUIYs81CCQyPQ1JXqMtn+Q4B0Iuia4NekcAIeRWt3u6eFC94ptnBIVopmgDNvQIaDXKe/n4U9UNXr6a/WeFg3LjxCc4ChP8dlDm+MoxUuJAGh6syHVKkUEwYW14OVwfiGCuBzaSuFkyFDnF2IqNUy2eYyHaTUULcAoge6wmt3/0ydPV6GbzKcv1qGRi4HF2USa1ST2AezVU+p5K+GJcFixfnoOu169bnAGsV0FFUb+HZUOgRx9VUJgOeTbXVvTxkInn5Smlv6yg//PB96BDoEUryuRYr3o3MavnSxdkwoHWIt5LhVM+tn/boiZPlt19/Tavjg/v3C9unLdu2l08//TQn0vk9yI4uCAoS5H33r7/+EidwRgpLaheVL774KvPTvJPmCbzSenTR/v0HyulTJ+Ik07CqMY7GBM/V3IamSyQdx48fT58vDnn37o9TXLFRaqEyZtrtBDtnuqg4b9y0pTAwEBjQOYIAJ5jjJ46FM127fkN6ftFDOb+UWcHAYHh1g7V5y9actFa9e9XRO6mak4xU5/nWp8Dg83Vf2Vi8e/palJQNy//u6u6NicDSZcvjFm2DMD84o5jjUydPKWvWrslGJrDqpOGEhJdlkOGd1kyYkOKkrhF2YvTOfYmWAAAgAElEQVSGLi17+mShQpmOKq1xc9Sk4xYcbIXOci8vnv9vAp6yPcSgcsolgrkn6ItfUEGZkybvkiiOS/H3nIGV0rWTWQA4CJoX6YIeR4hLOqGapiKk2VzwWLduTVm7YX35+ebNoDytQmQwUgsTCWfAH23r1q1pKvZZ168ORs7i4eY5b2Lqe1Wnw5vXsWvfuWNndo6TR44k6p89eSI7JSJ644bJ+Vzf/ejx65Fuirqyc+eu8vjxw9Ld2Zn2s0evhsvZUydThFGI0fojEOEpsrZHDhdRNd2xbWuhCvdiOydMiDhZ0BOQDh2sToGSthCxMkMQ3CATL8U4cBt++1Lgq+7N2EGQPpsxAxso7g/SvptD14KQoR9B4vGTR6l4WlSPHz1M5VjAw0MGAXHHnTsvVuNU+t4r1CDIQjQChysBZMLE8mpsJRB+qd3sD4hOGmRBjVZ+LXCpdqX4fxlE5bmYLOrYcJ4F/oS9twOdr9+4ngPZb1y/UWxE9Gw1Yyq/N24tpDZS0mnvzwh6IhNqbV1TOY44+3XG+7HvF+yNm5RZYHGP0Jr7GC6vclTgw4f3y4ULl4v+VpbjHW141uv5+WkzZ5Yly5aWPXs+LVu3bikL58/LIqsQr+rN25hNepcE2azJf/3ll3Jw//4U2FjSM6H99JNPC97YO0MdCPTT3q8qsxyX9+3bX/XAXr9eZkhlW1vL2jWt2fBtLOgaqE+wo88jfIbiFTU2bdySyuwoXlZJd1+nz7SVQ4cORlalG0lKVwl3q+q7ueln9u3fly4aQmFGuOaT4GWsIG0iY0iSuYKUmA2bIGzd3rt7v5w5fTaHljP5XL9uXZkx8/0KHb16nWIIiZCNl1zKBuQ+jdc1Z9L298cQoHYRFM54syZBFi+Ln960ZUuKdVC579MrDIWtWsU5Z2G0i96vSj3HYkdMVJvcuFAkFy72Za7JIKsCzNtyh5Ho4ECZPWde1qn1KZ29dPlyeOxqLVQqkXsP/jcGoLfu3K2CwuRJZfOmjTlY+tjhQ+Vs29nk81GRj9P7uqDs2LkrlVpp6/HjxwpTwfq6Fdl9CZK3bNkSCHrqxPEUQXp6emOHRI6Be4FkPvnks6QAmvu72jvK+QsXo1a3a9gFwfkVy5aWT/Z8kmb408ePlaMHD2QC65AgGM4uG2eWWWXb1s0JKpDa8YMH0zTMiECPpSCwdMmioCITz4uWXq9pbU63QPuKuvLD3/4aG6vbt25kV6fPci+qWO9Nc67t2zKhpnIgZp+t7L5x47pwI4LjialTyqXzlTPsVb2Bz59HrA1hgPe0eHgFiAT34s8sZA3UegqhKQuJhlCjvW6XmzdvJw0x2aQaPAP1MupvNHFMQMUaImatYUTR+iWhOOhPWk7Woxr50QcfBWXrlhDESTKkWMbC4q3GXZFCANAHWlOhP9WOKP1flUdPKqtsnArOTZCzUVbnpt7NCfMEwhCRRcYs1BGbJEcvX+GCnATxKu936qRpZdKUKXED0VupNxJlYR4pSOCLjYfvdn+jF2TqXqWFeEdBWvHj/Pm+sm/fvvLTj9/HBBTBPWnqe/n8ltbW8sknn8dQABcLHUM3CiJBs7GOV/h4GY+9vfv2x4JMJX7S1Ck5mGr7aEV2emVHpMPmzp17ceSQmu4/cDAC4xvXhvI7Uk8FEYElxRXC9LfS72dBIcTPzj4ZU1NTtu7YUbZt3TJCo1Q8rGCCtyJDOd/bU/GOGzaFK/fOoBdjwGcShdN25nTRo2sTb2yoy3uVakOr/ZevpO8cLVJtKE3lo49mjdAYNSkIVAdmv0p/PDVBJCVjS2WddeZM7Kq8H5y8uYMXoxc9d64rQWrbjh05DQ6nCa3JnigoSMVamprSAQONeS5GAQIXz835c52t8TYVf1bu5u3i2kXv7LXwqAqpagAKkp5dJ4fK+a1bN8u2rdtSvBHYuXHr3DDHF8xznxPTR37z5p3R6fOfrWUO8XB4L0EppwtuHm2nTqaKSXujj1XOLxBxXm1sakqpWXED4pNqQl8WMYuk27c/LXfv3Q1yOnzkcFxd5eo5CextKatbmiLMpIdzfN+J48ei71u3tjVVKoQu2/h169eG18KP3Lt7N07EKlmCDA2VBY58nzN3btm+bUsgvAV3XsvQzVtl/97fk+L93bff/ueRjSO6s4ULpQUOvpkcwaaXcfXKldzzT9//LS+HdIAB5KKFzhOYkvRFOmGnhpg2blyflJndjwB8obunPHx4L8UQ1Wji03v372VXbV3dnBTXYoR2JnH4dZKTxGLE4n3sxMlJlQRA7T7GnVv0wOBgyF+TCAfmGbUF+bd7Ye+uA4HExXMgmq9OnlqmzXDMIdnGxMK1VvcJFKnZH7qqOL+Rdry4lFRBz8+bXCa+ACqdjunAyxdp1Naba5IJfDYZfZ2ehaREIEZ8v3xF/a/dTPFnUlWJd77HkiWpNNaGyoBoF8bLDXcr0PlcG4NgR2UPib18WekbI7d5Q/7xNAFKj+b+g4ciBD/X0ZmDpvOlpZTFy5Yn2/jyq68KKoXpLHrBRTIhjLrPV6/GRjfH8fi7v3wXiYhKvoCyYuXKCJwR/M7hyDhOmpS+XOkSOYp0cd/e30P1yPmZgBIyQ0oC6mhqZi5paJfK/vbrL+EKCf4J7pcuW1xtQOPHRycpYBw8fDTrAmKSNW3fti1o3f2Tbxh3aePZtK09LDt3f1zWrGlNQPIO3o6pLJYEV+dLKPzpjrD5Tp48NZu1uQJssLW3hhwUpA0N/QI90vXJ8swVffX+zobjveINWdVD3SRmU6dVll8+U3oqIxFHBEpjZSxYtgvkrPx5O1Y8cdVT6+/MT3ZY0LBLQcQRBeYIZGtu2OSchqcQpljnXn2+80goSLSaoorMH4EZlzh6vePwwGstLyYFHRvjw5MnjpUjB/eXE8eOpQyewzhGjnJkv8Sk0Olk9GRz58yNnxaA4Obo5EDa7rNt5cDevXEpqV24MBMaioAE169fH13PoQP7y4kjR7IwDR4EV/ELThCfX774/IuU93/56afA9oP79sXkAFLB+0mrQPigy82bosZGhjtbd/DKlfL9X/+SAOmQGNot32FBWUhsd9ZMqkwADNrBA/vjtyeNPCRNUJRQYkfEjwiKfZcdVkVS8KD/wVFSi+/fv6/wFuQ+8+TRw3yWQ76Ruiy4kMEQ7tx5c8rYP+iDFGJc7sG9vfdeJeZ9f/qL3DOkAG2q3F0dHCpsdjjYaLvSOM0RBmrUOWGBSXefPntcHj97HPfh8IcJJBMKU07oSpA1cU0il81KcIvPnSDHjWQEcftvE83fKdS8fOmgGY6+iPOqG4O9lM9wCbj6rX2vQGtzYKFk06yrXxkSWxWQzkoBBzcj3fZ5eB6dKtCCFJrEBG8nhXQPeKmHDx6V9s7O9KmiRDgOC/reLeuqxuamggdEi+jtft9ZHhaGxZoiFn7yTXn2bDjvMQhx//4Ik6E0G1jz2rXliy+/Krt27SgNdXUJdu4PckK8C7rt7Z3lpx9/LMcOHgzt0NDcEt5u564dkXwIrIbEvxW6jh47Vn786fvS3dZe6lY1plK8ZfPGzE9BKpvLy5fpCtGmef3qUGyvPv30swANPJiCR9VXCgEeKxd6emPPtW7t+soyKWasNXEKbmvrKAf27Y32kHtzS4tNtzo3xHvXqyxLU7D409/9XSQ6Aiw0yPlEi5fOIHpQAdzxiTYdKbeODhZdELQ2SzQTVxnBGshRuf7mT99G/GtemuPoAtKZjRs2Zr1Cvd4Z23t/vmH9xqq1spSMMeSp4Lm6uSXB3s/qyOjt7U3QNIeoKfDLOmnQKB9/vDv0EUpGELU+Rq93Ae/EsaOlo31PWbeuNWnVMpzHJ5/FT8vuwCmFy8GSpYvK8Jvh9Odt3LixXB8cCOqqXbS4bNq0Posft2IiIzH55HW3t5X9+/aGdJw1a0YWDZmINJPvmEOnj+7bX/Q2qq4IjHzFsgTHvIkxgJelskOHBE0cOLAv4sNPP/k43JeXJ5AqnBBF4wh+/vGHcDCcj//87/8zUJdYk4WMSWgxhoeZNq1s3ISbmZRWo59++L4M9l8Kh8lvzmdL3bZt31yWLl6S34HOoLAJLxGxw6nK4iDnL5gfGY0WO8ajFqHgKQ1FASxZ7ki+7enxJU/h1UV+4bstQLHHxMBpZLGU6ng6yEe6a7WqLiJtb9+9m8NS9BGys7p560akK3du3opHG12f57SzSoUFo5dv2HM/jbzBJEiQix6+0kflz+jt3Ev+vkJ/kKDgY4wFVpegNnqNG0P+M75MmMTtRTVycoS8s+fMja2WwlRtuMl5QbnSVlVzn+d5jYFALdUxgQVaHy99Ng6C1ZtXw0lnyCeOnzhRDuzfGzH8/Tt3kjYrRM3mS7ehkpw4NxgnTcFPXpQr+rrhfKZnh1B93o8//piF70wOlAP+7eOP96TgMHd25VZiE3ZvFrs0W/fGd999FwnXhMmTyvxFi8o3335bvvzy81Qfpa+4aEgJyugdOUZyaGAwnOWmzVvjdIJnFUghcWtHY/5vv/8WHtLZII1NzSlUVMLoytxTxnPixKlIRfgR7ti1K7IrQefVa++65IwYmZOzbY3Jls1bophwSDuQACERBbedOVOWLl9WrGegRrAzXiREbe1tWRM6m6S6Qdhj+AFeigZWsYu8R+CRESj+4DMhP+YCNndVYcV83RPQpk2Lu7LjVb2z+/cfRnju/Sj0US8IVhDk+fM9ZeHCRaV5dXPWiPelV1gXDuMSiNN8xB3jKY3hggXMUt8WphlsrpxnPXq9C3g3r1/PwylQ2HHJP5TTj2zYUA7+/lsKBnYHTiIejBwFFOdgcfTgwXLi6JFy4euvww/5UqgHYrx0+VIKE9rJjh87FumKdhh8iUXuZ0RlxgNOGTt++FDMCOn/nF4khQZLuSlTVbOjNmEO79uXwMm0UDot1bB8iRCdLP/VV19n5/jx+7+VW9eGkuJ+//1fgxxVLz2jg4H9E0RRMz4tclCfYOn+aPTu3b6Ve8Kh2X0njp+YMz2evxhbxgxX9uuqaRAfflJhAnHrvMy9+36L9ZAFOfziRQhckJvhgaolqyvaREUFgU8AVZSw8AU/RYKgHIhtbGUBLsRwKTEufP1eLFuanZ8JqOIAqE8Eit+4c+t2OAzPYhLjvGJPL5gxF0AiQyCl4o0gjAQ1wSZmnBXPOGH8xDJcXmaDgApFIgvKZPeuLVYkPRNQp04ZX3ySwgv/QRuMhaQogxaw0QiOjjj0+4KHTQVyynPWVC4nAl3Q+LjxcXXp67scS3XOKe3tZ3Po0lsOIXp4J4wvC5YsL9t27Mwmun5da8TqFpvxFKSgUwvM/eIC7965V85fvBg96MlTJ6IN9Y4X1C4qLJOkscS3Ls+LFBegySkYrB46cjjtkgpH8/Vdb9xUPt69uyxbsiQZR+jQFESYXA6V3377NZ0k+N2m1S1Bn8uWL64q5pHUTAgv1tFxruz7/ff4PrboBPn8i3fzw0YA5RM3Hzx0ID3ZgjO+UDZkPL3D9LZ2ngsSchjRzp27Y1mGyjAGxhb6obs1Hq2ta3MmhjlHyEy7d67zXPgz6eradWtDMUF/0O358xezyUqTyc5scjYuvLOzrI2Ro1gpLmQsNswLFy/l8xTldFZU4/MmdM3g4ED8NwVOY2xuMR1gVrBje12OffA57ktgk2IDRjIBm6LUG0IkqxMPvHfvy3Gbiomj17uAp+yul5bZoP4zWjRaMm0uDqJxWpi2lYaVDWW2E7Tem1pamhvTDK2yohqjlQYxX1e3LEFx/tw55bNPP03q++uPP5Rffv4xN/rtt3+qSutavmoXls8/+zRw///5v/+vpH2//vpzFv+27VvKrDdVU/isGdPLzp07soB//unH0nuuo2gR07mha8EEFwgEDw+Ll8tiHjOm/PCX70KeS1FViry0zZs3VEcUxt4JMT8+vBZx8ouX3xQapr9+9+f0/t69fScTkQzF4ty8eWN0ifgtL8Ek0wlvEkFi69a0ZoE7NIWg2PfSElo2zApPHzuawO34PH2jpDscnQUFhHrR+SXAjYiIs6u+rhBsEsaR7zXB7OhU/lJk/oQtLatybKa0gmkmu3lELqJXdddJZ1IrAVUA9N9QqPRc2oFgVwE16SxMC2zKtGnx8TNpxunqmDI1vcCOePS8Jp/xYtSo0oqSsGGOVtOrAolAWYm7jZcAx2fO5/uuFHHeCkzQSXWAkJ/B5ZIxXLo8GFdiFcu+3vMZc/frhLQP5swpy+vrc47Fx7t3laXLlpQPZ1W6LF0XqAiSEO8d2rVpGJ+jx09EvtLZ3h5naCuwdd3aOCbv2rk9xLn5jMIQeLV5CQ74qX37DyT91QnDM6517fryxRdfltaWpiroaGmcMLE8fPg4zh2//PpbUOmjBw/LioaGsufjT/Kzcz6anRRNoOddyM35P/793xMEG1uayz/8/T8kc2Kg4f4Ebu9179595eypUzlCwRrdunlzNhrv7smDymb92NEjOdOWzGTHDi7Dc5IeQneKGe0dXeGFFRZ27tiR9/WWEPPtm8I+iwZRCk07CwiZZ05fY8l+6vSpyKO+/PLLtG8BLzYBFVUp8ry5c8vWbVuy+Xu/7N353okrpEG6Scw5rXsnT5xKjLBZzP7og2RQgjqzV5kGwwGfL4hDfWQ6gikTEVcCcO/5/CxnJsDDfOrrv5weXpnF6PUu4C1cvLg4VlDriQdcuLDyNQMxiYmPssFubwuM/nj3jiAlk92Bw92t3eXwwf0ZvM7OzuJUczcImYG0xJSsrRkTUIITLvLDM9kNPPLSd/LAIyvRujX7ozmpsE6oHx8iU0rmSEXSAIv24b375eb1a+XwgX0hohcumBs+79Fj+rFJ5WXNy9K6piUnuN+6eaO0xYr+VjRSxLqsa1SXX72all7CiRNqgjCmjXsvZpz672jJtPNcvngxKaLnFxAEpU2b15dZsz4IooMgxtSMTSoUPuttSSCPH92c2SlqUKkzmiRg9Sw6TaRPxNf1KxtyWppzH0h8kuaOn5B+TgEWGsHbCHBVgBBfpZdVf2skGiMGB5X7szanihshgcCBSa+k59IbvCRCWZpOOqPCy1AhHSGp3o7PDiu4Ck5VtbTi+tyPCjZE6x/SHG1ZkNuUkWMooU9ZALRtsuMlU5RJ6kwEXnGV0lRBDbJ89apK1aSN0jrykMdPn5SrA0PlyLFjMbzsaGvLIjNn9B17FwsWLyqt69an+qjSqTgxmmhbLLLviibgPvw0XLCOD6L57777c9K5h/fuhdNsaFpVPv/sywQHMimXQERu4x69Bz5y+mr/+te/FKa3JCVBdh9/XJpWVQYSgrZn9g5UGQ8eOlL27fs9tk/6gXfv+aR8/PGuisNK2+Gr8vZNhWiOHzteerq7U5DbsmVbMhuozGYuNba4BRXdC1LSjVu2lLVrW3MSmftVhAkK6jiXn5H51K2oG0ktHe7tfIe3MeSkn2MECs2mkMGE4EW1Mehz1dhvjhMNe5faAVVm8Wd64iuB8qr0qqIwuAoxBFDwkQLbwAVJnSJXrgyGT4cWW5pWZgMxlx88eBwndPytoolA5f25L1o9vDgDDd9//8m90ttzPvf11Zdfhtv28zYV52jYiB1NYe4pCir0uZbXVWa8/vtdwDO4PL4Etqam5jJ//pykPUTDZCgeXnMzMaZq7Pp1azKZ65YvLV9++VUWzfme3vLXV9+l2ooDsBCglE8+2ZPfV8Hru3A+0F51imxCpdW1aeO6DCZu4kJ3V9m397f0HjIvkNNbZASvhJnf/OmbKPiJfgcvXyk//fRj3Ha//dOf4g6rLA7lCbprWpqzk/jdowcOlPu3b5e//eXPuR/3Tdc0e/abVIUELor3ifMnJZCNG/fP0cT9+d//rZw/11mczeGMCGPRf+VS2bJpcwSeTlkbly4LqZr+1uoYvXEfjivrp71XFi2cH82RsxO6znUW6T279+EXL0t/b08Z6O8rXR2dqe45e4BQkyzFRgCxJp/Ctmkdq/5Hxmw0uPpzLUTSsaRr+LaRvlcoDEK06gXNiIbz78paB0qyMUFAgplJCEkIRIoQChMQjsDnH2mIQKNzRACwEE1Qaaqf873G0ee4H6mMP1dJ99/j0q7mxLfXpRA6W6QxrhzOd9rMBAnVR5ytdqpTx45mcXte4zxpyuTCLHbz1q0j9kwtOYvFXIK4jQHNZbhLCyg+byVV/mMnTsewVtcArZ7v5mu3es3a8tVX35Rdu7aHjhF4PYveXP/2j/v58cefyy8//xxJSaQVq5rKP//TP6cDx5yHBKdMQk28LkPXbpZffv29/Nu//c9yrr0jaT6+6+///tts+sbS5V9ssY4cPVZ++eWnoLDWNTvK559/OnJsYmXUIIBr0v/hhx+iQeOX96dvvomTkc8SZJnJQomE1yiOL7/+JtpDQSD0wIQRt+N9B0JTffDhB2XXrp2heFAfDBMu9l9KuixjYbjBWEHKajyhUIU5KauCBK4dgn77XCHhQjl48EDW7ebNm6N3hNSgaWgN1/zxnk9K7aKF5e3bSkivKDE4dLXs2rk7ioQxNHwPH5azZ9siKnb+BXoM0neoj+Na9fSvXLky6FOxwrpSYGXvz8/RRqC6y8ZKsG9qbKwG+o8Bj/vBgbp95XLfxXjPq7rQ3plAHnh169qktQ7M1taEDBaIoDxp1ODg5uyWRLwsqvFv+D67koX7yZ7P0pz86w8/pC/x0KHVSSmXLsXnvSh4BiJNYkIOtLdv3Eih48OPnI0wO4iSpEXFxv18sufTpF5/+/d/L5fO9yaI+gypCDitp9JC185C6mKx+l0Tj3SDoFeqZWKydG9pahw5/awKDkh0zwUJmti//fJL7luA6OnoTOvRzes3yvMXX0YbZaw0pKfKqugQo85x4QJp4djmq0QSbtoZnSY1eOlScdaHBQrxQaxXLl1KO1J/f306DdhyzZ37UVIBz4OrUvY3gQUZZqAmowAjRRVBgpoSsCrUJPAIQuOcLTniXmIG+LkgQT+bFjOTGip6FZQlsI1eft/3JKAJivn9arX6nRQ/RgoQoqLPezHCeREM+312TWPHjqv+7mVV3fXnuBY/b9GfbesMrXH02JFsjubBi2fPg6Btno5PrF28JO1mH3/8SWluWpl5aDHSb7qkNFCdiW+sVHUHh4ZKR3tX+eGHv0V1wJiBBk6RjKD322//oWzYsCYbJqnJG21dI0dc2gguXx0qx46eyIbv2FEuO82rW8qu3R8HgZDP4C4jc3ntwO1bpfNcV/n+b3/NBicAC9AqiKO8oE2gaMHTUtXFoOBI5sGqlpbyySefhKPC65q7NiRnaRw5erRIwaWGenp5PU57DzLD01b+c91dPXE8gmz27Nmdop9gOW7suPLw/t20gjmOweby7bd/n9QQOHDehWdXoOQKXslYKqrFHDW5BKL2traI3FetaswZ1Cr4Moiurq40CmzcsCn6Q+jS+nLehA0G3YEm87Mu3Jvnssk3N+uMmJr5S8ol05w184McM0FKJJArQLi/psZVRfHT+I1axys04SFlFz5TO55shk5PO+noVfOv//qv/5ovV2Z/9jxQ1aEvM2d+GMgtqEXrMm5cvpRI+Mnzp6V20ZIEFovGzlYzfnzaiEwGXyj45EDcqVOi3yJH8EJu3L5ZHty7H8ITauOUYBFbzAjOmTNmlVdv38ZDjCbO2Z/TZ3wQI1IvxYrFERmcqe9NywPjNUhQHNo7YeLk8ANakLA17g9cVkj44MPZ4aA4oXId9sIfPHoYbRQ9n0KGwOF38D0IUQPIAttRg1Is6YKG/lSRBgbKk2dPQ+Gzffedk6foZIB0jGpluRSJxoQJkR6QsbCipmhPO9eIL5qgpBTw4P69FG9QABcuXkjT9o0bt8LbQBsJUtDSiCEjop9ezH2PIpGgK2cxjB8f92ddHf47CC39sVXF1WYmiI1qy5D60ua0rYWrm1wJoidWRgrR5I2FfHxXxV8KQj43/4yvqdAdC6mch1F9p0As+LigySrFfpIDp7VFWexnzrZFn/bTTz8U7YaOBLAwWOJ7FzM+mFWaVqucflK++eab8vnnnyeFVIH1fgU5zw3FWpwWmu/Ed3X19Jbv/vLX8sP3fw1p7t0wiox2c+euIJWd27dGjkWXaZ6Rr0CkOE7nQ3z/ww9F0Uul3TuArv7lX/7PsmP71uglbUDehcBtYz127GRhSdXedjZGCDt27y7/9F//KQ39yVY4vJBqjB9Xftu7v3z//fcJMvNrF5ZPP/ui7N4Ndc3Is5hr0rb9+w8V5hhaF/Fyn336SVJVwvXRNBW6+/233/Ls//Qv/63w3/OO3NfzFy9LW8e5IDQtbeQk//iP/xgzC2NtnNlaSfUh7z/96dsU1fCYUnsFhO/+8pcEHe8BGsbxuc7TMH73XQph3/7d3xWaU5/pHZw8daZ0dZ9LFXjL5k0BUTbVAwePpMqur3nD2tZ8v0LasWOnCnsnbs5aPN0/DePZto6I2R33Sp/qZ3kO4hrXrFlb/vT1V1nn5DSq3K5dO3dGCiUDcr0LeCLoxImTUwm90Hs+gYbHnRYPg2UhmKgqZNCIJnaw0gQx0SC9N69LytV9vb0JWhZ21RhfcQNkCCAu/d7VK5fKmHE1paG+spBW7rcAOSf4nPsP70dioe9SJJ83b2E6EKRkyupegF1TM7KgdaX/YkEIPx9+WSZMnJRcfspkxgFVZwUuQZUQJ0G8y5nV4dSqpoh9qZL2NwMDpeEBfcfr4crpJFXUSVM1IUTQaRLeu3M7vnWDVwfC8wi8eC1jYkc1oRMQaqr0CI8FcnOLRiB/NHtuii50cTYJs8xiUURgGHD71s28Dwp0LTMQkPYbgdFEcnwh9Glxp+KaVLrqRIBwoDcTd3QheuEWu/flvjzn6GURcz6RcQY5sovyy3+4IDWp3ug/fv+P//jzKj3mRVcdzSfuC0D+XMEIf3jj1s3Sd/Fy6enujUV9fWMAACAASURBVC5NRoDjlGLmLF+9usMvM/42NfyyBa6PdOfOnWklwtVIpz0gh2n0Ce7PJiXA6m/F4ezff7D88OOP5cDe38NRK2TNW7CgLKurK7onkO7NjY2xG8NVCkA2Xxsb5ErbpeCwd+9vhe0ZhKyL4tNPP88xjrSfbgLHZLygQof8/PzLz9GfPn74qKyory//8t/+W1xQgszHVmNveFVv//t//x8xfvVudn+85x26C2cLGb96laqoANrb1VXYM335xZfJdHTE2Ki4+Jw+czaBk+kGe6hvvv66zJlDRDw2PPfQ9etxXSGZcq//+I//NcUyyBSKxXEePHQ42QxDij0f7w7o8XzG9sSpM3lPNmuprkZ+m6V3euDQ4RQr9LB+/uknASXWtHegwOIzvvzyi3yewAqZCZCMAj7ZsycFIoBH98qfv/suxcmvvv46ffpUFAwKFABxepxi6GlRH8ePnyiX+vojjdHWKlb1XewvP/38U2la1ZSfNdfRTq53AU+e7QZNTIJh1kwON9Z1IQgIAGCjRcfOqGY8U8tpVffFiJW7ndFE4ZDgbFTtIFVr15TwPgIUBIb87DnXmQU9Zeq0pL9ejN3CJNBuJfiyk1bdpLkRxKAj1T+TC9+gaoqkF/SuXbseHhFhKoUhjwhHOFKxkXKZbO9Pn1ZevHwVtKaP0dmzSHCEq8AxZuy4iFQdyON7pNEGzO+a3EuXLE0qrCF7dCFLQx2GzY2VKBIqxL2B4pCQIBbSXi/uhPEh92mqnOmpBUZ1U/uX9Duoj0PwCFKRQrs/LsicLvBI0n6wX0pgFxVYTWDpm9+zUD1LhVQp3Ktmf38m4gl4NgIocfRn83cjATIvwfGGI6myn/dPVvsfAmDFVVZuKj7LuCdNS6Cs2oUc3gKRsPm+cP5iaWvvCMekZYrDL46OIDtn9z54mGArzTTuK+obysbNW8rHez7OeRMbN6yL3iu6OjIIZwu/NyXnlxh3C8NzsHQncN2/70BS2JNHj2UMPcOipUsjSGZysWnzphhRmBOCRuq3tH+KIjGvHCw///JL+etfvssBTDKRhsZV5b/8l/9adu3YnvZCm5sNyFjjtVSUf/1tb1rcAIOVTauC2ASPUTTNMcXC7O+/VP761x/KDz/8NdIaqbWukHVrVqe1z1Db2Egufvrpl7J/795o14ihN22sNK/ep2rnrTt3yr69+3MsKArlH/7h/yjr168JWvWOIdWjx46X3377LdRU65o15auvvogVWinVfOnuOZ9zV+jkPvv8ywRDc9j8v9DXV3795ddIyDb/v2y991eWe7btuRDFHMEsCJJMgApIVBAJEgTEtFPtqtrn3HvuTz26/5Y+t6tP3XNu1a7awW1WUKLknLMgQRATijkjocdnPuCt7j7vGO6g+L7P+zzf7/rONddcc80ZY6hBwBVU2GM3b+ZrTSUnJylF5iBGG1ddXWeNTQ2a5XEwLEz7grSUIMhBB1+dnJggzhwKpKun10pKitWzT/pP6o77DYcWfB/DmhDhcyiP3uNAqxJFdCTusMT/aPoKiwolLaMtVRK4yU8CGdzPL0ULbizCVkj8tvZWK76ZbwhwdzLEIzZK4k2adxlsg5CvtbFJaQtpK/wXiw9tDa6maMBuFRSo3QZphvs6Z7QfN27XTn+bzsiw/r5e625vs4KbearCEt23btmqyV9MDqdNjOCaZ7PW19VtBfk3hMCOHUvRJDROJYIDWhygLH2d8GxMFispuKmFAlfP+EanJchZZGtc11hK8lHNtMxfucoqy0rlttHf2y3vPapQLN6gvbttdp1jDsAm5vrYMKRP8AdUeusb6sXFPX28WJ9fV1mhoETvH9zBvMaOvwfClGEANjjvnJm2PMwFGxdIUoKrC5PiaeLGQ4xDBamPCiXPn+u70iBDe91A321btWatfM9Iy7y8cBjx0n1EvrAef8F/MAzgQROwSTMJ0lwPz4JDAFTBf8PXgZ7ZHCBDYiM9w+iyeIkDQi/HnwspOrZE/BnvByqi2gvRzYCg5y9f2PijJ/b0GVrAF4a5wci9EaWEHDTvcEv5NKkgQ88j3REEFN8AfxkfBAQESgEADwxpDacKdQLqVnFEFf6PqjrOy2gIUrhlMCqworJC4xwfjN3XgcAG9PffaUlJKUqtvLdvFdoH2fByfBI/Kl0jSA/fdYxDi4uLNSmNaiwC4JSUVDt0KFrXxAEAeiKNRjLBxqyuqbPSW8UqphFc0zMyLTUlSdkF108WALgAyRQUFltJSZEqz1R6M5GghIfK/RvEzmvi6TPraO+y+vpa3XcExgcPhqvVkefDxofQR4RcWVWhyjtV1/i4Q1IfOAcbSJVgVm6d7R3iLTEQwJqJQiLrgjSwsaFRujws1CMPhorTptpJQG1saLK6+lo5m2P+gXCcDiTQXU1trZoPTpw6JRSrgtH0jO5hC80Eq1dpMBgibPYSrZbUAeA7Q4LQoa7WM7p7755VVFToe6Pxpd+d9QgK7rt9W8GP8adkUQCO/rmujcTEZD0PrpOh3hRImG8B4nO4zf/ED48LgUcipcSsr6+3Vw4lTFFiZgU6HDYGEpO7I+F2f2RUQc/PL0DlZwaOkMbQZxsaGm73741pYwJD0fbt2xekC+UBYCmVnX1S2jD6TdHngYoy0lJFMNKMDto5FBOjig3jGFGqV5SX6YRbLT5unQbYgAR4YDRNQ1qzUBiyQnpEvy1BJSoy3GCQQFtAIfr0aPwnPeFz6U2lckpvalV5uU5foDqBfHrJElV8uZlKVWdmbeOGjXbosNO0XN+w2SjkDA0OOQ4x9+/roMC/i5kbmKpu3bZZ/ARVTb7/0sUUHBy3DQ4KXjxYEDYefjt3Btrg4JDdGbgjiQJuyDw4BK4f59AHYuZXL55rYDNta6TqpORQC8gY0CfSi0thhu9ItZsUkM9l4xHgCBSQ7fwegY3nr9YrDdgBtzgBESRHOuogPMf2nTSLQ4brAlmxAAl6EOtormjn4b6i0Xz+bEIpEd8RtPqRIeQUSeAV5aW4Qmnmlm1bLTw8QgJYZBIcamhC2dSkywQ6eCg6W5iVIETm4uJoCScn7e7ImAwESI/7b/fZq2fP9D2RruzatccOhIXJuQc7M74zL9YO3xl0yvPB9IC5rxgIQOyTYazmmezeZRnpmQpIFJ/gkD99nFSgI4WGEqqra7CSW8WSZnj77pC64cC+fVqDfI5417kUH3SHLATLecw4cXJBXgKF9OGjw+0BQu4MDirQvHj23EBlEeHhGr1Jwz33c9FC0wxZ9ilu0RQqWD+se62xaZ7TBzkmM1diw6b1FhUVozGR0AAELd6HAguzdsmM8Mpj7yyRtGihLPIrKsvFxdOL6+2zXfeN+4dhJxMEmY9L4RODEEpltL4xnhKPRzhJHIMUY2ZNlWbaIjGMCFDX0CvN4W1qbJZWD5oLPSPXr3uAUe+TcaO9bu3a1QIkiKa7urtUCAneu1cHFnQZWQS6UATI7DWQNN9//vUF4dXVNVpycoIGLIeGHbAHDzPs+uXLCjI06/OAuQnMf81IS9dCrhBPUa7eWTbU2tWrpW5PTkoUkvj55QtJQdjUbC6ITDYfMDkp+ai9+/DOrl26ZB3NzXJTIH3mlOe9eAg7dwXoRoAcSktLNcz62tUrknOkpaVIxc8JQ6Cg3YpKKWiDG0s6geCYDUjnRFTkQRmcfpp0EAoP5kjcIXnjAY0x/ywtLlZ3RX1tjbi9tLR023/AsbpmdBwkMuk2G43vExkRJl6xf2BIRDGW9WMjIzZ+/4G9eYkm6YE8xugbZIyfj4+3OlFAWwQMNgEBR9zPXPFi+bIVOoFx9YCwJVUH+RE8Gb6MIh3Ugp6P8j0dHMwLGH/wQCgIwTKBB7t85kHMfwbiWCgGxLCkhEuWLJN2jkrY4rnWKwLhPBKEsAeNKG3/PPdvENmcNRP3fR4Nv379SpwoGjECGlwQLYCOto8K8JRNTzqGBms91jtuxovdNBCdivV2HGv9/CTBoFsAnzfWDM4ZLHqCLeuBxQtf924G+3bH6ZfF3HO7X4iB3lN6O9HVEdBp9drqCecTaYmJR6Vx5L7AfbJOQNygWnRi8+9f19Ck3lhSbThUsgPsjejnjo46qGcDhYC+kQDGdVLUKC4pUUGB5w+yO56ZbQkJ8Soq6BDRgWtCgU0tbQqM7RIOr7KzZ85abEyMbPv5XnT/gFaR5hQXl0gLSsUUb73goL2OqH5mWgUlhLjlFeVy+MEwNT093SgM0PEDL0wgx5S0rLzUFi5YYIfjky0uPk4O3gQEjGeZEAfnBR2UmXXC4g7Fap9ykGHlVFpWZmP3xkQFHAzHadkR9j56NK4Dhg6H5JRUSbRYfx/fOyMboS18/fzVPrdIs5Jnrfs26W+eKvhhoaHqiqJJgM4NBh4BbujoQmLE2r1//4Gcm1gnGPcSyDGxaO/sst6ebos/clQpLmn43ZFRKyu7JUCDjRdrGbOGweERGeTqgJuPfMgAAgka7uv0KyYq2iheFN/Mk0UN8BeykGrfVs8tFhcfLz0aw7s7O9oFIaNBUh8/SkaCJxfiyALEnYKYfsqjERHyM5gU4CiBwPDDh/f6UiA4giHN1PMvPPfR15BGFdzIU0DByBDeKybaqR4yqhCYS6WOhY3UIT//ptySUaOzyNnARxMOq/0J5CK+8vOkKs3IBDAigLvBEguCliFCENB40tGbS1cJ6Rqbjj5hHEA+TX4SuuWa+T6dXX5y2ujqaJfPGX6CpG80+N/u220YLtDJQe8kLxDLFE68Ip0dlDcv/yCF5pChWIKVPYEbxTildohgrKCoSuOWQlry9NFjbRK4wsmPH9Tgjz0T33tqclJBjcUNDaBOlKXLtCA45SGRCSykIgQKFhpoDusp0AvfWWhqBurZkbKQRjnfwaEKmEtMEF4AYpqbnoZdD2kLQXLFqlW2eZunfOmYKUofJS1GtJ6R8oDkqJLPV7hB2KBOUDnSDN6T54sIGK0mBwbpa1tbhxAQKBf/RYpcK1avkp0S3nCx0bEWFn5ARSIFUaFKp2r5As5wrtp8d5S5GgPyqLtzp0+pofcOX7VPRsfESNpEJZ/AyMHAoTozwzXct9LSMquqrFR75Fp3DxVYaEtjz3BfCa5cL90uBDE6kpobGsXbxR6O06hJx93D9J35WWzwMfXs7uoQBxy0N0idNEy7I60HIWPphq9ed3eXkGlCYrLcUjjQOKw4gIYG7+rzGBVJpTgsPNx2BQbowKa6//4jVejbQuME1dDQA9K0Urx68+GDMyu3qVGfCd2FPpf1wH0g1SQ13eblpTSbYhyHN8GHQTx4ItIW5+u3Q51IID96vrGLowCFmzprkbXEfaQ45x8QKMkR9QBS//6BQcPPLvJgpNQXHDL0yDLqlZjAPGv23/uPH8WJYpd1IjJKBgkc1nDHyGjsTI7W6xeEBxpCpMeErlVuK9Uri7srm5WbxZsyTwGvraVui+SZ9+LFK7v+8bI6MJBlYN9CQzxpjq+Pt74s/E0LDhEF+Yq8bGAkImwq3x3bDcU0D7CyrEwDrqmU4dZCAzBoD0QCMoRjoXG4pqpS78epiX4PWYDH+iXaFBRM6OwgGLMgCSj3EFFWVEhKQlqEdRW9nRKxSi/nSHm9vTztRFa2JnrV19Wrgkswf/zwkUrhoET0f6BPvh/cFw+dgo6U8MuWKZDBeVbXVqujBDX6syfj9uj+PRseGJTomEHM0TGxTl/jGqcqDJIhXeY7gRxBHZzM/D+bSynp2rUKrgQPcUD0zo4/UfHi0cOH6p+dnHQGWdPuRG80Bwu/N6PxjJP2+vNLp6gBQecI8pTikzK6ujlaOf6bhnU2KSuK7+i0uS1Uexn/zd/l/kEh8AxIhUELPC+KSwRdTuKV4hFXKaBt2rJVFTb6ayGSCfoEMQphTjBDNuCk/GwaKvEU0Dh0Frk4VkVITChOQOKTukB6o++iwAbqwsUFJLtPqWuUGtTRi1Jswq2XKyeIcg91vQsXCv3T7F5dXaOUrq+nVwcBlViMLXBKwWUHtECVmnvCe6m419dvFeUVRquj5o1s3Kj07ejRI07r5BIssaADnJ8HCWI/VVFWJp7u6999b3DSiOmRlijNX+gq+qayusZyc6+pOyY8IkKHLuuWwgf36+nTV9bY3GolJSVC/WEREdL40UcO/QLCo20Lfo0BRF7e3uq33R8SpL8PSmLfIRamVYuDjjm/ZHD8PsFidOS+5eZel3QkLf24jHsXLeLwQYT9wOqwsn/8yM6e/cp279wp0wKKm6A1UmAPdw/Z4a8BILgtUkGnvKxc3wE3Jik7Zqbn6IA6HYKMdpCxxNKlmrB2Iy9Xa4qOL0AF3UEEeebZIm6mjZWcDVdmHJ80hiE4SMibAUm9fX2av6No949FCzZYS0uL+fn76WERlICWR5OS7ee//WhdHZ3WE9ItA1CIcfghOAckHcxSbW9vE1+1wcPxqSP9g2Ckb47TF6kKzc6Q7BiMrlnjjF8jAMEz8QDq62r0PpDwKSkOH8V1gEp2BvhZYlKSiPG21lYFFP4ecyN8P3kr2IJQCIpenls0eo/Vef3lFaGh1qYmW79hozo2CCCYE1BIoKrHAkHmwCYHWZHGcGKzkeAYse0mPeA6EE4yZJgFxYYnILCJ+P/1GzzUYA1axOuNVIGTiCID4kwmnOEGTJUVD8E9u/fqlAPJgW54cbIR5EA1BBZQJRsBpAN35Fzjcl0Di5O04+kTRx4DcU6pnpPyyZNxBU0QIIsSboogzYtqmDbXfNuaNuSkzc5VeGc+O+1eBAbxenRYYFYKUp5LLeG1QNUgPtIvKtobNm2UrRLcm2z7N2xUtZX7zGEIknM0kSsVEDk4QECORpAOD4ofjqMxKJv35RTnflAQGLk3Jrt4xhV2dLSJJ0YaxDpAkMzE+8ioaHVfcEhyOIEKkduQxuKvCDqk9YtnJvujPkTrZVZVVSEvRDRyaOySEpNEKSBiJ3gvWepm796+1/1nrxAoSopLDBceDkUfJvTtDZL0gu4D1hjf7dX79wqSpFukjfgz0k+tKmlKigAEwZc0nvQczqq5pU3BDqBxICxcIwiZHcthQ2DnudDPSwrvDO1xlwMP7XDcC5v6rNSwoaHJWttaFFgYsBW8d4/WF5QDyJ45wBiXUvmPpN8WLeK6dfoMWvswR6Cdjz5p0mCZfyJPe/fO2ts7rb6xXkAIDz30uqgRSLE5POiA+u533wvBU9SZfPdZnB4W7jt37RJam5eKdHX2WM/tHnV40XzAWoLHB+FShEg6miQgA4CBX+1oaxcAwtxkvuBBjEEdwveAOmK9QgXd6e+z5XPjWln7XxDevtAwSQQY3UbaqaDgvk75Nz2kBAyEl1RdaQNjY4YE7RW8BWFgMVNaVioehnI4u4uqLRUtUlvI3/aWFk1jAs1gJTWfRu3eFWATcXH2ePyRyv/5+Xk67RMS4pwdaqaSM5VTNhxTrXAzrquuFtEcdyjODsVGK0AQGODnSF/Q/cBb0ffI3FqcXVgwk5/TLezAfrXRAP85zZYvXKbPCAkOEg/JSLmi4kKZOmKN3Vhfp2uBDI2OjtLw4lUrnWnu1EL4TgRFUmWoATzHGG3JHAU2E2iR1J3CQ0tDgwTetJm1tDJOz1fcDD7+pHYUCVjUcDkgYeY3kFoSnBcxNU1dFq7azCtmZuamrkMVfFIqw4KkR5YUCjKdzhXcipHy8GcIywnAbDQ+h9QHPo7TE+TGs6PtjT/j/uANR0CnX5K/A6pjMpbPdh8hFV2rm5uRqrouXKCfB8FRzSbHoRjAeqFtj9e8No9gRBAmjdf7zrW4ESH4jpRNuFYQGIJYeDXcPVjceA0KGa9YaVu9PDU3WWaapJJbN4uLRscGqiewglo48QmiFFsejz81SPLy8jKtXeQ/6zdtkskl7V/QKhxEEOAfZHU/LReRj2/fWUtLuzix6upqFS0wLoiKjpEYevfuQBWHRAVo3q/ZvfsPLC/vht3MvS6OMyr2kKUeSzN/P2efcU9Y12xyPOZu3MhTZhK0b79lZ2Vb+MEwcVr8DC94XeQyqBI4XI6lpMrQgmIcQfHTp2lrbGnTfsQ8E5srAhbej5/nBjuRHeTlFWhtMjksNjZWBwQHLM+zu7dPbWIEsSOa7ubsPaq2iIxv3SoRT3367Ffqupo/THt7+zQ7w8/fX1bz69ah45115n2UldmqNaul5KD4QNo9MjImSoLvFXfosHS7PFdQYv+dfmM2bWJior4/XCvTzjq6OgSuQH3cEw56DkFqDfHx8QItpMlYX9GXTLCff30JeAg7mQFbWV6m3ryEI3FazKCIpOQUCWD7e3u1QDgFSBVYzJzc6ILYNF0dHdYbFu4MyZbodqGQIC4SeNgxZBnPO+Yt4HSwcdMGLXTShR2+OywqMlqyi662dm1wqo7xhx2jgumFDsd0MOyAghmnRlNDvWZQwG8tW75UFTh1S0hr5mo+3t7iDUmHa2qqVEml/xZL8OGhYY2DZAC50wKFvAJt4XKl8+j9GJZNkKytr7VHY/eNYgaVR2Q38z2GwHI4DRDZPCpzW8T0rAXi+uhSAbHW1FZZc0ODUOOHt2818u/p48c6ldZ5eKgggRSDIOn00K5U0z5yDAIEG9cJdHQ4OGkvm5eIQdrvpIBTkkiwCAjicDRow0iRkZqQhlFZhHukEECLKQiNyieDcJgERbDlICKo4Zg7rxtE1sEhCOIjgCBhImAhpCYo050BGmfDELwwXyBY8Ln8P8FHVUrN/XECHL/P5iKQgyrpqgHBgqAgxCmMsIEo1jCkm/XHd2OtcaBh47Td29tCQ8Pk1EsLIjIp3QuJjz/oIOJz5iukBAvMJru7ejQrAukPaBdPuYjIaMvKzDSCFhQNQZLvr/vz0aELenv7raCwQLNaGLC0eesWS03LsJiYaKWmdCVw75HxEMgRzBYUFMojkftGsDt+PNPCQ/cL1dOHyvqBP8ZM9MLFC6JscE2G/+J92WOfp5yh52QIIDcqyG9ev7L4hASLPRTtcFZYX31E+Dyowgtu4gG7djl82e6dum9qfZuaFm+HoQHC6BM5JzWuEmTFvcJrkdGo90bu2sGoKHVrcGAR1CS9qa7W5EFa5ZgRwnPmBe9IXzua1G++/V4CcVdXeps/SWQOuqMKz2Am9iQH7MDAgOykAgMCFXcIdiBdPodRnhRDcGKH252cfG011dU6rCMjI0UncVE4NlOxxcjEz88ZgsS4TKr1aHEZ+Tj/+hLwyKnp5etsa9UAk00bNsr9lPQOowBkBvBwpGicCJyioBEauXEp4CH/5T/+Xe0xOFH4+Gw3FxcHqTD7E0ElC7qzpdVaWpqsLihYJX7m2nIaElhtNl6+ZwWv38hZhMopMDYtJVkLiBSKxbF7V6B9eJ8kQrxpLojAZWAThQQFHo+ABcIBmUQeDNPC/3XiF1UO6fclAGORfSjusLiBbW5bbNkyyOgpnZqgSDR8wHgIdpqisbx/cG9MHR0EvgMHwtR4zZwPNjwBiDSXU5ZCwJo1jnaPubFsRm8vbzVQ4wJBio8RAb2iLLqJ8ScK4N4+OzSdDVeJbZ5bNamd05AFRyrGRleTv7ocXG2hNjObhjGKruYybbYA/zHS7cUzDjIgNZ3T0hHQ5l9wZbxAddxXrp8NyCZXMCUx4LvMITCugYDEz8Il8Z0JWHzXeSTFwuRn+AUfyaAeFqW6INBQaHC2I6kgePFevNjwVD75XNxAupTO3NcJzVwQNgdzYUGLrMmdu3cb+isOCCQs0CyuC5x+X545TRjq0RUqcoIpqIFOAjYCg2fevcEl5q1t9/GxlNR0WSTBL65csVIdBARzRMxcJ6lwbX2DgerqNDPlpfn4+hrGtHB2cNZQHrqfsyYt4tiDB+p8KK+s0MxkNIYnsk/IAYXDgfv2/s07pfROYMzX/sFXEJ0c7i/Srs3NW4X2AXnhJozFPpbuyLEoujmZgKs9m6DBvk/7FIonId7hE0nhCfqTkx9taGjE0BeijkhISbH9IZj+rtTzggLp7O5RBRQBOHOWkaRxcHErEY7TdQLqPxwXJ1NQ1iT3B8ss9HI4TYeFHXAOyAWOfT694/B7sbExspdj3dAy2dzcLGkSgZB7wsEIX15TV6eRj/uCgrXG6GyCA5UrcthBmWvAN9OzDBUH0uW93dc5RgN9ffjgvRc1weya+deXgMeDxhWFroH6mhq51MJzcSM3rF9vRxMSNGbv2qWLln8jT2Z9h2KjhIhUST0UKwdUTh60ccBolPGMT0NpT6kcQefEk6eaAXtTaasp5YXz4gZwY/kcqo7MCKDaySYDRVGO51rge7ZpkPUypTRsAIYkV5dXiLeamZ4SV8RmZMNRJAG18Yu0rbikyHo6OpXmoehmsjzOuFhyk8qzSZxN73RZcGJQRKFCCnro7e2x1y9eWUdrm90bGRVaDNq7V4Qu3J4TAJwNTzxBV0XFEV0hPCG8wvDwiPX29Fhff6+syfk5dRq8eGF473GyUfHaLGscP/P28RbxDvJDAzjLRKopJ1oRWECWoBF6bZkGRoChtqCK6yJSdvo2nRkOijnzT38+D5n7fwIfVV2CF8UCNuT8C05EUBNWbRYVHIUFB7Xx2fydRQuXytmWe8Av0AI/6ATTKaUw8wGO62Y9kMaJnxsZ1X9jjoqrBvo9/pu1wGZjU/n4+0uZz9wGtGIckjxXOEI+j4ofHCCdPKBiPh+OE2kDGxVdGKYROHgjnVi33sP2h4XZ4UOH7dAhWqW2CkUTKF6/ead7xvsKVTU1y6cOTohnhN6NXlPSTQ5FRyu4QLQGh8/dEVx8iiV3Yqxm0L59lpF+XEUz1jvfH+SIrVZjU6sVFRZpfgVZU2R0tPpk2Q+8F9+d60A+RRGhsa7Odu3ZbZlZWUYPMJVbUDHWVW0dXQIsWIGd+eprDZZXwe8jXn6f7f6DR1ZTU6vpajv37pUJB5IuinyT7yetf2DYKsrL5aEIujpM+y29cAAAIABJREFUT+/q1QIHTyYmZI3FMKkTJ0/ZvuAgpY8cZpp90eqMa+R+MowJeolAVVfboAITM4ZjoyP5ijJMaO/oUKvqvv377cD+YL0XXRgAJiReOKj4+jFdbZGCY093j9Y2gY0DjmdM8YJZthiAoAFmTT5hrGRXpzq4mDkDbzz/+hLw4KDQxaDt+u3XX+xWcZEs2SMj6A2FJHdXiw+bkRGNVTVVaitjwA19i+ijcBmmgoi1OnwRm5bSMycLhDXGmZgE3ioptqb6hjm92BJHcLnaIe3Rq01NZxo2MZXlpVZWXCwoTYoUEOBrCxjC/HlSX4KAitaLO0jpuautTacFKRl6IdyQWfDsu1WrV6khe/XqNfo+jJi8e+eOPMru3RtRJQ2kuWXzRi0wbvLM9FKbnqXau1iSjSVLF0vQSC8ijhVUQmlIJ+0dvTdq+/ftk+iTtJo0k/uyeK49y2XWRc4SBO/17u4K7kh3qDSSAnAyTmJrxezO9+9t9NUr2ftgcQOiJnXz8/UTRYCd0fp1zNFw2tcIIlR0+aL8m4UgYersnJxkblbG/EPn3/Po7h9/jwA54+rM7mCxCknOoTWhvDmNH4cMz5RAp2Ku3FacOQf8HL+vNHLOhYWUkb8DQuHwo/2H9Jnh0LQPkrLekUvuJ137y5fPtQ65FzTTI0GiswVbcKgPGscZGg/H57bIcUtmw7rOIUY24OTnSWmw+vsHZCsO94etl1O8cbEdAf7S50UcPCj9GNkD18yhSsseweHDx1k1zDcxo7asTIcUgYo0L/bQISkaSDf5O6Swn6ec9jqQZEFRkSgQZDJbvRhlcMgiI8N1AEMFwPfixIs3H/bypJdcW+jBcPFQFCBAZdAPcMTwmARQFA+e3tst4WiS3IU4TOFleTGusbCgQLQRJqNINmhfVOD5+EluI3RMUM0EtWafAG2GiMKgsEPAbGhokLQKN24MOYkL09OOJX5rS7uq4gi4MeMlkGAnJURWW6euGtLc4JAgHbj0LSP1QfLGzBsa+Qng7Ela8GgLgypBngbC5ESFW2xuabFVK1fJlxLqhL9D5wtdG7R2em7dKj0s3SpIXKCPwsLCBI44PHFtwVgXb0OkQRSC5l9fAh5oaLuXpyWnpMhRor6m2m7euKHTa8/e3TpFCSLPnz23a9euWnlJidDW0qXfqjQMHA3dH6JgNNjfZ9evXBbhTYpCSkue7+/nZ99+41TOzv36i8ExXL50UaRj3OEYQVoeIIEMvgiCH96ssb5eNyM1Nc32hwTLsgkynYoq2kBSHN6/rrpKpx/T0vhc+lV5YFSkOP2xj2aBQqiXlntb6a0SGxkc1KQxfp6iQlhomFpSlK7RT0olc3paKDc6MsJC9u7Rw6PajP7p7sCgNdy9q35QNEnMDQgJCZE8h8BHmsXLTQ4qyDfM3DZjGrBJVWyIV3iloeFhIWh4DoYOv3z2XNzW2MioHH4pCsFp0uLkvd37i306A5MoxbNg+J6kzxQXCHygMD6fAwCEQFCYf/H//98Xm1n9zLMz+jv8Pz9GcCPwC679Q7Dk7fgZkKFSZZc5owCKLurbxY32g4oFqOAZyP34ybiKDgipXzNTV9PXngrJkcoR9EGWO/z8bbv3dgsJ3i/lADZikPKgFaIiV89ncxhBp/CL30SkPsFGuHNHaTEdCAP9fXLoAQntCQlxKuR79siZmvXAe8IJw2HBJ0Kmg5CorFbX1CrboJeZ69u9Z7d88yIOhurwYTPSwA8yBq323b5jV69dU8sk3wMEeTQh0eIOx2pyHxkK7889JcAVFd/SIB6Id8w8vzp7Vt56ZDYEBr4jWrLSsnK1ofH8GXFKukvmxWYG4d8dRVpTZU0NdUaXx1dffa32SBfjHrnJmq2+vtHybuYaa4qAGRMVpQ4deFdABFXR6poq8bpoTwMCfbVeeQ+KRuUVZQIDqamp2tMEevZJVU2depahAmJjYs3Hy8sWui1SJpOPQ83YqOVkn7TdOwN0LczcoMrL7A5kWszR4RnQSlpTU68paanHUlX8A/hgktvY1CTe+ejRBKkhOND77wxor+DfidqD60GaxmAj0ufg4L2yiZuay4ZY718CHqcEAYJBHbiVgiyYK1uzZ4+CBHozKpAIE/HvojcSs1B6OLFEIt2C0A7w87Nj6Rma81p484YCFRO9vDy3ikAHzoeFh6mFhJI3szCQAqB1oroLYoBs37t7p6WmpWu2ZHH+Tc3BZREQwPaFBDkk+OyseujI34H0LPq2pia161y/fk2bHEgO10jawwnOg92122m9gW9qXtegVijmZHA6Mjfj7bsEC9q7U90fpDcgv/lTnHvEICB4NVwjapct0yDvifHHVvX4sZAKI/VCgkPUl+wFv7dokQoQFB0I6K5owiSqdRH/REWX1BlOY2Bwh2Z5IiWZeDYhzpB5Goh4n1BNFe/3RH5scIuk2WjbMF/g3mgOLVrHFQ4fAsc6M+VMdSP941pYxWwkfhEMOe35PUIzKQGbH3RHhwTXSU8yQZ+Nyj3kFwFTQRXTAtDQhw+6T/BwBDfSVaqifAfuKQYQmASwyBEoSwA9Z/XO53MQwBkxG4Kils+OHRKz07JI9Rq9Hukq/BzXzLVTcSeggrxBljo47o5IMF9dW2XDg0P2Et87FxfbtHWLZq7SZ7ozMECynnXua23Z3CB0vg8VSIbQwEf13RnQYG16WPt7emz9xo2SklAxpGsH8TnXTSZAcQUOEm7sRv5NY4oaGY7fzkAFp4iIgwp2BCfuJwEGVEQvbXFRoZyv/QOcwfBsXIqCaPcWTrsKYRIU6WtHcpWSkmYJR+LVgomwHM3j+JPnVlR0S9PJ8GQ8ciRRc5vpQSZtRguLLVR1VZUkNMhn0jPSRZOgjyNDYEQllkqk60nJxwQkFrk6qfTE82cqYjCQ63hmlqFkYC/yzEGFzMXFai0+LkFa1amZGXv74qW1trY5c2x27NBwHiq0UCXM8cUiHlADVymNo9tiwyqsq7tTJiFBwUH6c1Li7p4+67/TJ2clpG6Aq0cPH8sMgWsPDgq2tavXCDWPjIyqDY0BYuj5Jj99FkqeP9y/BDy8qbBuZzEdOLBfKQf6u6tXLitfTj2WbEvdFqtsnJGeZoxBvHLxol2/elmtLulpx9R6Rek7LTVFG+dvf/mL0lvShdTUY+JcWFiB/n72wx//aCW3Su38Lz8LmbFg+TnSVpG/Li6SmmATTYpUdPOm5V6+pPQvKztbPYVYT3GzWPw035PmFPjssML8G9bV3iao/+DhA0PMiDaK7wY84DTZtSvQ3D3WGikN9tCgPazlHz24L2J0//4DFh0drVOSuREsVk5n3oMWOxY8k91IwTFFxPkDC3umk3GtSHmqa6o1lJz38XBfq9MUPoqgx6yFBdOOCBbKgGIHMH6H93bpodBBPX7yRPwTlSyQH6kvrTdsNOyjBieeajMyBpF7B4ol+BMcqA4vnZOTYIVFerE3OERcBycxVW2COIhuvnWLxb98Cbq1KaUJRCE+i+oiwY5UkRf/5nDhkJx4PiE+DKTz7PmEOmfonUUWQDpGgGZRYufOjAzuI5sSneaKVVSiMWNw11wP5pdCQ6z38NABiPkqbXJ8FmnLqjWr9PkEOt6HwAp1gCat/86gnIyZloVshaFQoP6Vq1crUCFX2LVzpw4YRPQgQ2ZqcN0c4ApeixYZc0aam9sMZNjS1KRr3x8ebvFxR5Rqoocj9Qe9EbhYzwiiO7q6Lfd6rnR2tEqlZ2VZHI3+4WGqoPLMefYcIiN3R622rt5+/vkne/70qcUlJBgecuGhB/T8uP8Ed/znCgqK7OKF31TdT8vMsozjaebr46Pv7bZiuT2deG6FhcUyGqWQkHE805KTjwqkcLiBEkl1f/vtV+tq77CI6EhLT89UIZKbyRiC1vZOtY+1Njer3zg9LVXVTa6VoEYxgnk3aN4OxcboHnI88r2rq2tVsd65a7eBvjZt3qTn1XdnUNId/j4tYQz94l4xk7akpNQePBwTpxkdFaEDiQl8N27c0MDw02fO2p5dgV+0klSMOXB5f/SKFCPrGxxLMXi+oKA9QqW8N0GW/YoxKjTbs4nnCrB7dzuux18CHk3PkPZ4XEk/FxurAbg3rl+T3cqWOVt3NjyiYapTtImUFRUpqLHR0lKTlVbQbcHQYP4878plmQOALnA/ICh9mp015CAQ6UNDA9be2ibBcV7eektPTxOkJ7jMzr5R0zHcIJsGkSXSF1ITtfnMzug0JB2HT4DbSUpMFMTHafbu4IACFMiFU540hH9DaoPc2Fg8ONp6+DzSZFrRutvalV5yCiNORUKAgwvogqIG/a+Trq62cW5CmcZXbve2zs52VcfwLKOXlwIN1eBHjx7JvRiXCUY58l48fBCS+DDcaJlHizU4shBZby3TRmFGAw3oCDCB/AQ9gjiICZRNUzkvelhBr0gl+I6gZg4CuCWcld9/eKfKJOkOQc5pUZq3fXIQHAcN4mKeMQiPdJYUk0XL5mbR8d68J//N/QHJ8Wz4pZTizWsR3Hw/nIoJtPRRrl6z1jZu3aICFG7YFLNAyJ5eXuJ6mS+MxxmBkOA/TwVgpbRgAe7DjqEnaJuiEn+Odg4JBn3gVVXlRocJBwKpO1PUsCYjW2HxU8nduGGD1gZ//mnyozg6ROcEKOy2OgaGxZMhoh+5O6yDA8umQ7GH1Z7mtW2bDhWCI0iFe0PQ7+juke069AuIhL9D6xSKAdYYP09gYo329NyWlRLIkQNgX2ioJR87ZjTAkz2wJwimFEoqK2vVIolxRtzRRHm+cZ8QDvMcmLlCMENn+mxiQiMik5ITzdvLS2k/QIE2RPjHoYFB2xsSbAkJSQqs8IMckPfwq6tkMHipLOhp0Ke4BjXAoY45KxwjawF7djhBeDueL/wo4mfWGoasHOqsQdbC8NCQMRcjKjpakiGyD9ZQc0u71dXV2NYtnkaxj0o435kWTsxSeWa4fENccqiBTBnveOBAqOQpOImDJtHdwcczl4bYwj2mA6Ozu0vzc9GEspfYv51dXXYiK1375EvAa6qrk2wiM/O4+CfI+/S0dFU2y0uKxVdQ8QzdH6zCBCLgt2/TFRjam5ul8KYvkg3KaQyi+ubrb8WOQ/JfvnRBCzQ17Zjei/QYNPftN9/Zjh1+4jxu3sjVzYJPC9wZIIU0m+gwOqP1HlowFfQtlpUaw5IzjmfZ8ePp0uMAj0F7XBeCVyab37iRq6rzzbw8kaRo0hioTAGFB8aiQY0POnJfu06keF19veQ3IARU8bQutbW1qVcQFThc2exip2mch0UwpZpGUYdUGTfWhvoGVVqZ9DbIzIrREXUCkErQExmyL0TtbXB883IAVigoir5aFgfXppN+1plLu3nzRhHxoBtIfzoqNLbywUOlibg440CB1IZCDgUC0kS4JY8NG+WkzGmPep9AsWQZbh8fbZqARFsZoxHlertA1e+lK5Y7duVzvbTIUwiUBGiCGAadmKbOp8XYPdFHy+LDtJPntsZnjfhVOFbQAXpEOnRwv+a7C5Vq4PZiWeJzvaR8S5c6aSsohwOG3wMd8d3haCC28Vqr4z4PD+ke0xVD8Nq4ebPt8PXVUB9GC6K6h7OFJgHx8D3JJth8vJAuIINpbGyy2lqql42S4nh6ellEdLQdjj0kq3+Jeknn50YgspkePnysrgLcikHRHBb0q2LPHh8XIx7JQaeu4odv3+6zfNmmVcg89lD8EYlwj8bHqZebn12wYErBrqqqzq5euSh5Vmx8vH119isLDtqjPleeG0WPpuZWu3LlimzWDkbHyEhzfjA9h/PQ8Ihdu5Ynba3Xdi/5+IWHMnxqrWgLFRtq6u3i+XN61t99/weLiY7QtcCBwYMWFhTpwGb+S3Z2pjIHuFIQNW1y3K9/+uf/Kjs3Uk3uM/IREDIHOxQAAIq1jBFBUWGBnuHp03FyXSG4jz95KL8/umXSUtOcaWSzjHUc1s+7uzsqETIBgnhjU7OaGWjRJL1mbVD8gbtj7zCBbfnypfo9Ck6AqvnXl4DHIq6prhJvQkCgFE2fGrMjxh8/stKSYvUpgtL4YqQFSE3gTZAOdLS1yBqawASfxyLFy4xBH2xMDASuqZCxVCmvo5tyFZrjhOXz83Kv2+UL54UguBHMlGDjInMhklO0IJLXVCLirWd3GMiTmRXraR9hM9qUTA2TEhHEulrejVzrbm+X7x2nFiJoXEi0MKamJTl5//6j+EfU9QQvNiK6O6q+fP7I3RFJGUjtkMfQm4leCMEy5Dl8GTd67dp10gBiCY/0hNL47d5uuzs0bM/Gn1jR6A1Vd2mjCfAPlDAaToKWJwhoCGD4MxY+py96OFIugt9qtHGklPBRmzaJs/z8eZdOMYTXuELIVOD+A/no0VoGj0RApvcT5EOQ51mR6hHk+LMPEilPm4vshqYlOCYIkOaSLuqHzLGEIhXl77xT8QOLK7R2i4TKaCAHsTKVCzt81g+HDvwbG4zAvmqVM+mM+yt0ixTi82cdWHxnoRsViWbkNM01gDYpJiEtefh4XOQ7RpC07SEaRiDN9/HYsEHoAD0X8xFYE2pmtxmJoGeWcMA57s8cLNgXcXBoBmxlhbgmOlKWrVgu/RfDb5jrwh4gRQK1gDJZY/DFVE2LiorlidjW2GgbmNtyNEluJQGBftLycXDzWXwvkN2167nWUFujlCwk9IAABQc0xTfSaooPoLmG5mbLu3FdQ+z3h4XKlXn//mBlTwR1xOIDyEcqKlS1jT4cb9nZ2eLJWPO8H4dCZVWN1BZ0GzHKMTYmWi1gXBOBg/eAt+N5Mx8jKipCnDDf7+Gjh1ZTU2fXr10xNKEI7ZFYUdhBysUg9Ca5odBlEqV1wV4hNa2pqZGhLv5+8J3sWdYn9vP9/f12MCLCAvz9bSnTBT9NWltrh7SRtIVRhGQ/YcjLUCOyGbWWeXvJEmxw6K6oIrIxDBqIDcjNWtva1VOMwxFxB0T66PGTuclt/4ksBchcWVomCO3lhXB3lbguWsBo7/mP//FnK79VYrsCd9n+/UHiofBXI+iNjz+2/Lw8q66qlAvx97/71tYuWaMiB83K2GGzeFvq6hWxCZZZWRlKJTi1fbZ76SYgKizJz7fa6iq9P1Ga+ZUsHBYri5hA6Oa2xGqrK6Wno8oLoY+OimolaRk3mGlMR+IPiy9CNc/gbvRLkNgsQLRc8Ap4+CE25kRj0xEI4SMpBqxZu1YtYKPDw5IkEIToO2QjwDdBioJwWCBCIbRELV5ivr7e6iLZ4etjvjt81TpDRZq0AylLXeVr8YVY3uDn7+XppYoUJDMHAbIFrpGgQMThMwh6Li6OZx5Pc3bWsXLi90nP4TrxQePUZmI8qSYkvFDRm7fiZEFHpMAsJlIPghfpHWkZgZA0lUBIFIengndiE4JmuKfYSKlKSs8vXRZLHQsf+plp53P4OGz010nPRrM9P0/Q4rnBqag2LG0eQtZp/RytR9w/+kA5+LhmEAwveCI5h3R3a6jy4MAduT+DZPXdV6ww2phCgvc5RY4AChLr1FLIn9M9M9+Yz/vyma9ev9UoAjYmfdnjFKrevrUNGzcZ7iX0esO9kWKDVClkkD1MzYmj2zu6rLKqyooL8zVLxX/XLjmkQKewX3gRyDmsCJSIYG/m51sNBp3v3lls3BFLS09VFZECBRVb7hFBj/kWyLZYqzT8nzx5WnKW+edAcEKikV+Qb8UFBQpgoCKEvrwHz4ne6tLSCikgeK45p09LHK39wVOfmZFEJTc31+pqqtWJQBsmzQLsNd6DIgbcGageXSDtktwLvA7RNAKOOOBzcnJEJZE1UGmm+ootFL6ZYaH7RRWRgiNDaWxqNP8AgEuq9jXjEh49BiVXqdMHGzV3THenpgzXE4oh6z3Wq0WNz6Zo09XRpSYIdL60tnI/6MppbW1V3y77mgOKDIiDkbUOrTH/+oLwGIxC4IKoLfb1NXf3NXIsIfDhsIqOiRt84eJ5Vd6yszKUvjARCMcTUEZBbq6Vld6S1xYDkQls6M7S0o4p+IEyQE280FZFRYSLNwMtYb/06VO2NjgPgYop5Di+/FgqsXjZVAgXaTomxaBdjIUxMnJXJ0hcHLM+nWolwQsx9dLl2CytlGCXwkJna5sW99BQtEXHxloozcqL3VRFBbmy6Ljm9LQUnUJFxcXWsKLOGQd546bVVVXbgYMH7VjKMRUAqK7CJy5dssiWLMSAFHkDwWKJUA5GBnjqsRD6biM27hMPB7f3dByfu3G18JHubdmyxTBUJRBzmrIZQL8EAw4XFh+cI0GKCrPDszmjElmkbDKC5bwAmt9j0wH59d8UG+a4MCGFuRkMaOLoUuG9ly5zbJnYPKRFnJS8OHD4PRYe7wWSAOjxbwIu/NSSxUuFCEGpM1OOywrXw3swa8JBWE7wRKg7O8tYyWm5DLPpuU4qnhxCNLbjgIFa4N7YPRscHLCRoSGl6BgXuK/fYMEhIYYhJW2KuHGjtWSxgzx5cb1sCOgO3hfN3/DwqNYL6Lunq1OyGNZKZEys9GCMLPTx9lJXC21Y3HuKL9AhFBFwFtbYxe5udRntDAqykzmn7GhCvIwsOC1Iw7lPIJ6augaJhUF2BJPElGN29uxZUT88U8Q+M58n9d5V1bV26eIF9dHuCgqy7MxsubWgbCBYc/AR7K5cvSoVBA37OafOWMLRePX9UjHmoLtVVimjAuQcmH9QPEEc/fb9e/GGz168VAqZn5drG7dsFjqEXwbRc59ovfv13Dnd8xOnTlt6aqqyDdYOUpD8/AJD+pV5PNviVOh0sakFLhpsjrsJhyVcIPuIZz8x8UKGqvjt0VaHtIy1gJsz/OHI6F1LTE5RZxdoHa1uY2Ozshz4ewTFcI6j98ak6UORQKWa6jzuyaC7oaEh++7b76QyoWJOys2oCuZapCT9J7205MI4oY4/eqzWGaQOqceSFNTgXLBcwrq8sbpa+X5wUJCpZWPWZMCHbofhIcP9/Xbp4kWd9qA/NsK6tastOiZKfvi08/R1d6uCI5nLgX1KDyGrQw+EKNVAIDo0MKAxjfQ4rly9Ug8MKI4Sm5OIE4m+u4tPf5XhAMQtdzEmJtK2e3kpfaPZGNnBwbD9Qhc8MB7AQG+vWrlIxyFAcXTGkfXF5CchEqqYtMERzFatOmGenp4iZzEsYOJac12dtEG79+5Vmi1uZfVqdXYwrxU0sGyZI5gklcPyCtnNwYMH7N69ByrQMJ0duQOQ/v27cb0fVdUtW9pl0ODtvUO6RQhkNX1r1u4iIVFQLKT9tDCa06ZFcGJDcI/cFripCMIhAbpBhEskInYtYnbtXDsXHBmnKcFPAUIDehwbePFdcyMU2bxIjkiJWXj8N+8N30jaTbByNGOOXIW0x20ZlUw4L2y8JsX9UXHlZwnCnz/jPuO0nIGC4GAIcAwrGhsbk4s0Xono3wgUFDIIdFSgd+/Zo9F+cHQgcpAxhSSGTBFsCVAcBkI8s7NCC1Ryb/f2WUlpicE5c/iiW9wREGBU5BG/0kOLOwoBnOCBpINfBGUcitHCkcV0tLboXmiYT0Kixccfsi1bt+heEKwxoqWjgeBYUJAvLSn3LTwySuJ8/OgILjyHJUsW2f2xR9aCKWhJsQ3cvq2hRaSDRxMTnHT/M/QCqeQzpXml0sC6WXbOKX02z56MAICAXq6psV4oKGhfiGZCzysUCOADg3eVjhbm3zSGR5GGI4XhRRAi2MB7DfT3W3DIPjsSH6+iHtwthTGohM6ONmNYD+knqB7TUvrTOzo7dKgQpEgr2fsUvG739VlTU4ME/4jzWT8EcO5pR0eHOiJQS6B+4DAfHRlT11aAX4BFhIfpEEXjSJEERIgZwMaNHlq3T55M6AAj44ICAzxJhtPZpb2CQgJbu/nXlyE+QEDEtAvd3KyBAdf3x8zTc7vQBpuWKVubNm3RzEqIeBYX/0+Fk0XIwlu5ao2kFIN9fTb+5Ik27rYtm7Xw+PJYBi1bsVIDdCpLb9nzFy9FalMNIm9nY1EJ81i/SZu0talRE86QH2BeSYUXdMGJDfJEFrLWfb028t3hYZ1IpEBwFhs3bRR3w4nLQ+H6fXx8jDm3OIfASyJf6O7ptt6eXpuantXfI6Uj/WaD8VlUVUmr/fwDbMVKfL3cFHSZIUvlC0cHTl2apEkB2SgOCprVzxHUxfOtXKmqFwjU388h1XfvCVIHBRXT58+fy7ySNiTK61hj06ZHyoXN99i9+7I2p3IFp8UCJ6DQbUB6SmAjkLCxpPoniGlCmZMSU8km2JPGEqj4uwRmUAbPhgDHphJyXIQT85wpwCJHO0iAc8wLXEX6zxd9tFFcXXQaKzDO9WyC/HjR7kYAIqiJB5tyGuWpisKD3bkzoGlbN28WiOMlQ8CZhs4Lqq4ES0wcsBSCn8vKYkZEiigJyHCCC2sHXouAD7pTKjnl6AYHB+9KzHrpyiUdsgyTZ/TjmnXr7FB8gmUez5QzMdIGNhyHAN+NXyA/0l2s23PzciX9gN7Y5rXdko+l2Q8//CBNJgUY7h+aL66D/k6G7tzMvynuenZ6xo4dz7DTp0/rUNes40XO0HLkRzf47teuyq15d3CwnTp9RoNt2FsEbQ4NrNRBVnm514TiElNS7PSpHPHA/AwHID2wv/z8i9XWVGtuLO8DzwVdw6EHQi2vqNQMZ74XqCrnxAkZzPJ8GYVYUFBseXnXxb8iXqYPnfvKc6ioqrEL58/bps1b7OyZM+qQYo/QXVWuVLzImHaWkwNI2CaKhDnD165dFy2WmZmtoifXSxp6M7/ARkfvWlbmCRVLuOfspatXr8rhO+dkjtQcHHhMj6uqrjI/X39LTU3WwfTw4SMDFQPEqIoD2tB+cngwnDs6OsbCQvfpcOYZ8foS8N6++2BrVq20NavWyNOqo6XFUF3RQ8oPQ1hT1mcADW4hvd1d5rZkqVp9nI3iBCuXBQulrL43OqLjHkSsAAAgAElEQVSFt379RpXm2VxAc0hsOBs6BwiMk1Mzap3i4XKKsBnhYKjIyC6no93o3YN4X++xQdVNNj3vR2qLUn7lyjU2fHdIs0xpLRl/+lQpJVVjxwHCGdICp7R54yYhBYwq6Rp5dH9MRDhDcxiKAjLDYQH+kBQPxMT3o0JNhRGXXqqTFBColmEmwPByPvMtfmkurkJ6IA34KwILxQ4eJqc6QZFf9OfSu8khAHdEKkb6SlAgDXvz6qXU/qS8mEtSLR57MKbKFU6z2Btxf7gGkAILlr9LgCfgoaECvSkVXcDAHpOmjaCE7ZQQ2tyoRtK2+f+Ha8NthMBJoOb3STW5FwRvFSqYO8sQcBpzZx2tHp9NSxYdGXx33pPvzO9zyuNaS0oyMDBo9LRSYaW1CC6ovr5evmuPHz6QrIa2LirLzOUIj4xQjzcI7MiReOkeuXccLLQbElgJ/twz0AHXwz0ZHL5rTY0tSidra2s0qYuZshx4ILO4uCPGKAJE7FQwSaWQvOhG4Rk4OSlNXsmtcrty5bLsyEBQ27Z7WVpGpmVlHVeqhRyL7wmygFLQPIyKKjv/2zkVHTZs3qy0Mic7W58F98k94X7SzUHKe+nSRe0n7x07LCsz25ISE0Rv8FxBQgihb90qt5/+9lfpPA8nHLHj6RkSUBMMQOgUdEpKbllR/k1p+XJyTlliQrzWGYcX5h9VlbVWVJRv2J1BB3zzzTeifVgTvGrrGu3a9Ss6aLJOnDA5JjG8ysVFlupXr1zR3qeQSWsZ65hXU3ObXblyUfs9KytL35N1DyItLCyy1tZmjcRMTjyqa0NWVFvXIIE2YxczMzO0vwA2V65cs3M//V3T4TIy0gQeMDKtrKjU88jMyhQoQq40MjqmyjrAS0OLVlLseGO5N26IC05PT1XBjMN+3nvvC4eH4JIeNfRKJ3JOSGOEHIUv+/vvv1cTL18w50SWcvOf//ZXO//LT1p4nLoMRgEdEX3hxC78ds4qSkt1OrEoqHbx4udSUpI0IYzKb1lJkVIWHlxsbJSCwgJXF0OQSFCDf6uqLLfcy5dV3WJwcEREmDYiC4KpZfyMucxKb8ScACamIVuBvKV/Fy5v8t1bvR9iZYTRPtu91ZR/5dIlNe6DWqn60dNKZZnCBOkk6QI7H1MCXFo4uajk0hIGhMfuiooYTrnwTWWlJQZyC9wZaExIhw6gK4NFyUnJ5mCz0jQO10EqzzXRc0wXAsaS8FU0RVPgoP0Km3g4v+qycgUfOENszJmvunHTZnGbVEThTKjgUsBwxLVwk87kej7TaZcjiDlFAnY3JD7XxaLn2ghw/OL3CFxfIgAV3Zd46PH3mYOKAJlxkqS5jnkAXCBB58Xzl9IMQjJz+tM18mTiqbhLCjekk6SqoAZePPvlSIOotG7arMwA921mnNAVwaFGVU7uxxrlqVAsJE7A4+/LaWVqyu7dG9OIRtAxcgTaqEAU6A8Z+YieKzAgwDw9t8iRl/SK50sgRws5PTUjlEBVlTmwoE24MLpa8IUjRYKDwnafYg+HGYcLFXuIfmaqssEZUxqwc6c6I0h54dA4gBbAm05NSd1QVFQiU1wQyp6gINk0EYQh7nlvKJuxMQJZmQIKrjonz34lXnvPrp16P0S4VEbz8wvVBIAmLvtEjvYS/80EOaqYpWWVdv36VbUpQsWcPnNG7WHQDPNVZzzuoHiSjh2zxKNH1KYIH0bP8805MX1CYpIKICBr9p9TDa7QPTt96rSE/GRUXH95eaWhN9y8easlJRyVuoHvzoCqWyUltnatux1LTVN2SMcMYyKhjZBEYY5AkYXaANRAa3ub+FroI6RW9NHW1tRprdKjy5rnIEGXSScPHRybN5IRztqb1y/Nc+sWrbUvAQ8HhZM5J3RSscgYCDw2OqqZFEyTWud+ShfABuYEAhJfv3rFigsLbcvmLeL6kKQQpJjZyeb5+48/WklBvtqeZmdTFEwJmqS/OSeyxW1dOPeLqldsOKA7g1Kk97IpWbuTriBrYJo6ZgJUHtlYSEhIQUit4VxioiIVPEBVzNHo7eqS3ofNlpSUKGhMUQIUsgzz0pC9ts59jbRhpKWFN25ohKBkAx8/ClJTBKGCzHsC3SGj+Tdpqbt7nNDGrp271c/X0txkY/dGpZvCcaarq8M6/AMsLDRc0hsEmxwIbD6QAEgKFEUqBDqANyR99tm+XcGe/kkGliPefPjIERojaIZDRNz6/tE7e/J4XBuVlJhftGZhpY7Y1THtXCIJEdVUaAcOHjos6OyAFiCocRLzTPhF4IJXAw3KfZhhRYpwTg8wk8kIkKrazs6oasb95BeLH3cTKnLzomhmbrDwqaiCjl5MTMz1yi7QzGM6LbgfVMQZgYhJAsN8cNrAgYcN6whW4RkdpC0UplTZkay8e/dBvBMyijv9g9bU0iQumSDF9yF1pd+Y6ivtRowJRfhMgCOAkuaDolymCf5T1nv7jrV3dGp4Fa2VBFO/wJ0y+MSOnWlarHG4ZFAhdMCD+4/mrKOqrBx37HfvLSo2Vm1lhw/H6BBio3NfyRYe4jRcVWu//vyTNvSRxETp8egh59lRIOGHOQDLyiqUYuKqzDAhBmgFBvhq3XAdVJeVPuflynAh7XiWeDsOZu4t6IhZr3l5uVI1hEZGWEZahtI/Dja6/GkPQ2KDXyW9rceSk3XIcA3QJdU1NeL1mSGbnpZmCO1J3QmmtbX1EgxHRkbKnIOmBDICnkWlRiu8s+ysHFFjHPoUBencePrsqaWnZQhEcJ2gMBA/AfZ3v/+DJhZyIHL9DY0NOpBDD+xXgIN7ZcZuV3eH5sTg9kJGIe6uo0NAgPiAqoID6e7omPS5LOsvAY+qKE4EEH9EbyZ6IUf57Zdf7OK5X22Dx3ojAIBWWDBMbKcUTQn93/7030U2/8t//WelrR7r3S056ahSmaLCfLt84YK+aHZmlsSTpFyorNFjsfGwgqosLZFkBNRAozUBkMWEVTcnHeLkP//pv1tFcbEeLFwd8wYQSNMcTIWOmZ4E0x0+O+QaS9P4tVdXJMjNyMiwPXv3KKjI8tt1gYILrTWYG/j5+moCE0YFVJLZMDjD7Nu3X7M20RbyYFgkZE7Lli7/0pny7Fm4HFhbmpvl6DB8p9/6u3s0cAhhJmkrU+6DgoNVwkcYTbAh2GHnRBAFibm5OYJdTkiCwN69uxQwSJVZCANqlh4UZ4HLNOkuyEJSC1DgxIQqfPw/pyD3jU0hvo65GStWKNXn/fkzvg9yB+nrMOlcjM7OQX/8GYsdjhB5DP8PlYBTsjPch4bzz0IH4ujmNIJMKxPHCOH//p1aygjGBK/Nntt0MDJAHR4IXpUCEwJV3DTQj5F6zCvn59NiHFGWLsFcdOoLokJH9/wZafI9Qyze2d6mFP/B2D3RGFs9PfW+iL2xIAedI/nhnhPozFyVChPeOZwHh4akycPOv7urS88fV+eIqGhLSk6WCeaG9e66BoIXzwxU0tqK+3G5tba02P17ozq8IpOSDLTDaFLnsJxWSxRIS84r5eVSMxCs9oeGWkpyiqQnaBe5p6wNbMQqK6vsp7/9qJkqx7OzLTkpyYKDdov6gZMDPWNucOHXX5QBfP397y0jPVUqCa4PPpJOjGtXr9nw4IBFxsRYzsmTjn5txXLxtFiy5+bmycF46zZPO3XqlOQy3BOogsbGVmn1uJ8nT55SSyYTxfDdoyUNSYm/f6BlZWYpm+Hw4M+YdAZNdCwtTVkWxgschur5ra4UAjtyJE4HMq7c3d23hQZ37d4jizgKiRSy4OgI/MwX2T3XHka/7LXr1zVSEkcY1g2Sq7r6RhsaHrSkxGQ1T3Ao4VwDD56ZnvL/Rnj9vY7b6vLlf1ATP2gBxMeJev7cL+qppQyelZmhRRcY6GeLF+eI67h07hcrLS4UWkLOAeJicaFnY4FhN3Xt4kUtRGdAzxadkBQeCIy0gfCAMB/9bcliWRvFHY6WvANLaiI4Gi5OPrz46JNF0gHxfSI7U8GBgAGnhOg3OytTk5R++ekna21qsLKSEnmsnT591o5QUdvsKL85bdGMQYrDU+7FQePAAbnFYtKJHrCjrdVaW0LssFqFItRaw3diYfIijaQKy00PDPDTZPT6ujoNM2eAEKQ0qSlW26jPt3l6WWhoqKQ2VG5BW5xuajHDsUODi9z03ix8AhYHA4GWAhB6q6cTz2z88RNpojCwpDRPoQMHElxw4bOcjov3Cki8GVVUrL9YxGwE3CxIccX3wQPhkDw1ZUvoMZ1DfwQ3kBVodAkuJQp/5LQO4vuEJbzcU2aY1C2EjpYPxfxWzw0KdvCoXtu9nbTbw928tnnaVs+tks9wqFGw4l7y/TgI+P5Tn6eFNEGSXCviZjYSHA+I8eGjcdkC4ewxeveufj0bH7f1OGnv3WshIftl3uC+3l29yWQeBGzycR0EHDRzrtDoFru6b8upt6ykWHwZyM1/505VAw8dZpSnv54vaFCvOc6TtqvSW7ckhAV5c3gkp6aqd5uOI1W2OR1dXFTI6OzsVppcWlRkbkuWqBUsJjZWYxHpEcXglYLZ82cvrKK8SsiOZ5J8LNVxYt61UwCBewEvSsp44cJ5bfaktDSD8yJDALYijers6lFgbW1pMkY3UPmliEGqSBZFYbGhscUqy8ulqSNIg6J4se6YsEYazCyW/+1//z8s4chhBWPW1rCE14WSp/wx+4SUGqxX5EaYlEL3CJHKpIBJZ9AN9+X8TVHx8OHDtmXTJiHZ0dH7ao8DSGVkpIuC4vvB+WLjBkKPO3xIhwkpOLIZ0vDk5GTRUkhpWBPoBtEG7tsXrLiE6zEVYlQf868vCC/kQKiqRFhM82XhlNC9EeA4sa9eumR/++tfVO7ftz9EvZC+O3bIdQExb3VFuf389x+FzFKSEmz1mkUKesdSkrRYge8Xz/0iy6fjmZmaKUGwIJWCbwLqgliqy8pU/uYzjybEOZtdxZNtlnk8XYWT3347Jw0VgZQCyvGM4xYSssfcFjm+dcBtJqcjVaAyW1VZYX1d3fYnmotbWiw1LVXEKp/P4uY0Y1AJgZcuCvRwEOk1uEs8eqhWMwIgPlshIcFaNOgAgcwcCKRHqPpBJqT8IMah4SPW3tZud+7cse7uTjWzkyK1tTRbdVWF0bok3/99+5XyUHHEkQZ+DkTGJiEgk5axiAj43Cu4LAooDBOiwMNnM7+CAgbBFSQId8apCU/GvwmAbGwCGM+KwMd3hkNk44PUIfrhQGi9glinsqcWtY/wdguE0JjxMN9OpsA212HC5gXJwEeSSsNBrVxFXyxaQncNTOIZc7+4ZoKawxk6bstOeu0ixMT9JPiC7tnYqAfkm3f/vrotUOr39/Xa6N0RdVlgLwVyDY+JMR8fX0tKTtJhgucg8QmTAO4hBReqtx8+T9q799OqdDa3tMp7jVRuZPiu7k/g7t0WFByiZ0zHxnavbQrGvBcBmMCM+LytvcOuXb2qYhIokRQ2CsvziAjz9CKdXCD0zbOjkIZRRllZqdAjlv5J0uOd1mwUdj3eiSBqqpq0n8FbQ3kwMwKOytGiOs7QdC3U1zcYjkCYeJz55hs7np6usQuYNPAs29o67edffhaPzsyNf/mX/6Y5ylwPBwyFkLLyKsu9fk1GqDnZORYZGTG3JqZlwokWb2hw0FJSU7VfOXg5OEFNhcXF4prp4KBnWGYYLi5G+xyuLMjasrOypI9krVEhrqio1LNNSUm1nQH+AihUtBFx00v79TffWtCe3XpOSMYwRYUTpj0NkT98XEdnt/bm7t27LSQ4WPrOly9Ie5ukdKDqDp9H5nNnYEDOzZ5e3vPx7n+ltF9//a395S//brcKC1SZ5bTdpiLGNiMdZPHTk/rjjz/a+Hiq5eRk6ZTGc2rpP/8XkbpXLpy3SxfPy5wvLu6QFi2L/nh6qr5o6a1iITQ0O24L/0U8GhsMviE5KUEboaDgpoIeEJUoTvUF0tqptHAyxGrj0L9Iunj14gVB3q+//lqGgTOza3Saw1mR4hK0CSwlJUVWWVIiThFejw6HFDbHrkCbVXq5UDNPqWgdPRKnG88kdfrzCJho5hiyXFPlbYfjj1hMdJRa2Ag+SgsXuwmez28KUMWBfSEqs7Oxxu7dU2pNKkoQxcgRowKqakEh+wy3CarD8CPcD6gDODeCnquro8TnqSkVpqI45Sj54YUYjrNu7Rqb8XQG5kxPgdgcPRoBhAVO+kUwZKED9cUpweGgr/r4Uc3ioD/el1mt8CRq/5LfG/ZWTuoLMlDgcnX6Zlcshwt02pn4GQIf/wYNEUyRucBR8lKQdV3gIEGQz1w6SaA1I8V3E0fLhn3y1JnEppSkvU0HHM8N4h6fRFDkhk2bbE9wsEVERqqdDA0dGk0CBYceqA5/QEY7YhhBFweyB/RcdwbuWHVlpY0MDymwbt/ha/SsHk04Ymwmxh3yPbjf80aur+f6bouLioXWKXSB9jOyT6jjAN5RaFxf1kHVw8P9SrkZzDMyMGihkZFyA4+cGwzPYeLQB5+VktH9UFVRIblWanqGnT1zUgJ0Be9Fi+QsXF/fpNYzbN7j4xPs9Mkc8/b2FhghC7ozMGSXr1yRZhCzUNJUOC04cnjkmU8zGvF4+fIlDZz/7rvfqRAI/wZvxiGTd+Om0BWjG49nZMhUhDV0/+FDK6+okBaPDioquRxys7PTks7cuIH/3T376uuvFaTJIkDlDQ3N8o+MjTksjtqRf03Z8PBdq6quFA2FSQei+YePHltTU4skXwwo8tuxQ/uAoInFPtkMwn+oN96bntu2tlahelyQAAa0Ira2tOrgjYqM0PrjH18Q3u49O+WRTysKJxGpXmoq6eky8/f1UQ8qMg4mR9FkrQgbslfQGdfj9++PCVFUlpaKPAehxERFqNkZYWh29nFJCCC2KQzg4Ev05u+SZhAYCW4idR88kDHnbyDCt28FZ+k+UAq0eLGG9RDQsFO6VVRo9dVV2pwM7GYh4ZrChmbho3njQVLgQPrBAOTWxkbp8OAosa7Z4eMjfzHQ1dTUpC11g0PzkIgZ0TFpGb21fb09kr5QaYQz2hsSYtGRUeI1CHAsFlJTNgGbHa6DlhwCNoQ/7TVCB22tantByIkjbnNjg/X0dOu7M9OCeQ1YGRH8uA6IewIQyI/gSsAiZUFcS4BSEHJ1U0BR8KA4ssDpYoDP4/e4Lv17hjSRcKBsQn+HP6PoQGEBBOOkJo7NO+gFqgBJDYGOnyFwgWD4OX6ek5d/83t8d36fn+Ha5BtqTmWaIMzAZP5MQZDABBf2gdT7k1NkejSuAwxTAO4XlXPG7z2fcKRGiGXx/CPlDA4OEa9DpkHBh+tE+sR3IXjz/JlJwbpFIkHlm7QHNxRm2LL+oDNwbCFtxFSTgMka5P7wQp6yhPnG9x9I9Ev1t7W1RVkIh1Ro+EGp/v12eCsz4l5KEzmFE9CIUlimizEpjXm52LJjJAsKAXlyIOHoMTQ0LMcVZsiClDOzsy0t9ZgKfhxqpLa0dZWVV6qAB0/GTIvkxEQFo8+fP9mnDzP2cHzcKqsqLf9GruROJ0+dloQE5QT3GoTf3t6l5oDJTx8dfvLwIQVqnguCe1Ll8rJb6qHNycl2KtLv36tzpLfnthDcqlWrNdGQw5n3ZX1XlFdqfCZN/RQRWaukm7iYQD9Ac8UeilJKzQ1Gg1lVXa3MKjkpWWMQeG70oTO3gyCOhT40GHwloure270WFBRke4Mw/HS1iYnnQunw0lTQMamgY+x2X78UDkcTjqr7Yu5x/i8dHnCfdMxjwybDFwuzRg+PDaoasYAJWjRoY2UOOnn/6aOtXef4wsE/YCvl7rHRHo4/tsbaGv0c/4/kAgQAGc1w7fUbNqn5mEEoHyc/aUI86QtQm026VRXh9drUPZ1dKhywKFauxHATxTQSiAW2w9vbtnl52so16/QF4fXwjeM0X7VytT4P9MhN4dQlNaGPjzkRr9++kVyBzhCmtHFC4MgAWiOd5+axWUmHqMgiQYBMXb2OqvBbpacMKKc/dujusN0bu2+fp2aEeOEvuV8EPG3sRYuEdKkQs8jh+eAK/QN3qdkdLg0ejR7XB/dGDbdoSPOu7m49XMjrZ89fqScQ6YWMDigwMESH4OLiVH3nyXc+l18ENwUhij/wm5iP6rs5rjIsRk5mDg7uP6ciOkAnrXaqo1wzaTooif+WcFmBzamqkRKDGkhXnZSRAgxzaklLqaIuVOAgUHMt/D73hHTj9du3UufDg7EBy8vLrbC4yAoLC1QIA311trTIEn7N2nXGAJyg4H1qzcrJOWnHj2foIKS1Ef6UgAw9AVoleHLgEUjRLFZW1kgEjHtOd2eXPX86oTWJ9CEt47jcgROPxn9Z6xysXC8BkeJYc2ubXbp02c6fg0rp0jrFSeWHP/4gfzj/AD8dxlTfQWugjlu3KuzK1St249o1VaaTU9PtBHKRmMg5ZPJez53AVVFRbRcvXVQldLuPt50585X4b4IJ/ak8G3V6lJbblauXZV0Vf+SIfX32jPn5+4obBzDT9oV/3q9//5uKUj/80z9bUuJRHQLQHLxXSWmFoacbHLxjaWnHpYFDD8p6evHCEUEzPAsDiG++/sbJgCRfmhFyPH/+vNAzfB8SEfYL97m1rdOuXb9qmzdvkZiZYiLBnw4X0KIKGClpclWBnyODu3jpspyI0B5GRoapiAK6RJCM8w+tdbS88RyYTHYLCysBsVTbvHGDkDdFI2iq8IMRlpR4RKAD89bmpmYjQ8NWn9oDVvG8vgiPx59OSBuGxxQ9h6AOeu8gDNGj0RtKRXNmlgG3IJVhcTu0dFB8YENRZVq8ZJkGTT+6/0ARdvXqdSI02YRcLEFr4UI3IUXEy6/evLEVq1Z/kX/A76iX1N1DLisUU3BnePfhvYISNkzcZErmIB+891avXqv+XmyYCBDcTDgkyFkWIJuMTYk8A6S3bp2HBLIPx8bs5Yvn9uzphD1+8timpmaESOksIVjy9xCyEsRI71VV3L7DVq1ZoxN3/OEjTY+iioQsAm8xGs3pH2VqGkGFyib/5jQnvSOAMNCH9IeJW/BOThfHSgmimThGmgP6g5An7e3q6hQJPDgwqBTg6bPncoelMZpDg0hEUAFBQZRz7SBsECC/KM0j5wG1gMLEt0iSQi+sk6KCuBYjkVExY36eKwO7Cdzz56PTzUBwo4/R0aA5DW6S2rg4Uo95VKjg9umjuEW4RE5jqqqtrR1K8/Bpw2CWQe4MjqK3deLpU/noMQcCkS+T4WJjD8sLDjkUjf0UsSj4gHyQQIBw3RY77i8cAjioUH2sr29WNQ+0w32EbKd3FARNEYrOB9yI/Xx9dMih5WSdzKf7IExkF6SZFWWl6rv18t5uJ06etqzM40IZeNg5Zg9OrysVRCqLF86fs5qKCnNfv166tqzjx+3woRg5eHND+Rw6BeqbWqSxq6+qNr/AADtx4qQdjotVIY7nyX7AG+/qtVwrLMgXz8ewLSq7BFoeKocLBStEvteuXhbi+vq73xlVUDY6AZOqbl1Dk128eEFCdpAp0jCKfKwB9IeYal648Js43rNnvxLnx8HP92OqWmFBobzpjsQnSIICkGCdwdtdunRJew1HaagkPhMH77LyCg0DDwsLl6Evz41+X+4RmSSNDYi4aWpAcwr9U11dKRt+psHxGa9fM3yr1G739dopVYoDFI8AGhyUjD5ISU4UBQQoQGLH/WAgGJkqWQ6xiZfLrHa1WfGtconzgL4IAC9cvCjuipLzH/7wB2nJQEs8BOZn/vTzTxqsnXb8uCpIBB5uHH9eVlGpvsD66mpNZP/+93+UmzI3gTSDBZVfWKx2mtvd3XI2+eqb75T2rl65SugK/o6SOjk7llGghbiEI5aWlmE4sJAmQqAiMcCQkKG7OEiA2F49f24B6InS0pWmkOIScCHd1Vv66aP1DwyJ+KUNh00Gt0b6Hrxvn+bw4rPPXFsCFtfNxuLa6a2kOODIIRoMXnL4zoB9wh/O1dW8vH0scOcuTdWif5h2OLg4XkuXoLJ3xLrzgllSJnjDZ89fiNiFY6IQw8bBGWSwv19pPQ8NjktppIw6l6j9Z6vnNlu/YaOtXbN2rhtkkwIqhQAKHRRmQHBcOzwoBwAv7gcohutwulH474VKd0GcIDXn5XS/LHRbqOHck8hPuBcSJs8ozdEzEOn+WeJwEDRoAvTy5OkTfS9SOjzjXj5/ru/HoicwkSZzOPF+FEuEwrdsFRXh6+urfmJasTg0uD4nRZ8ReuC+0S9NjYerRQ9IBa+pqcnqa2tVGad7A6S+xdNTVUM2Ae2LUASgd4IlG5p2Q6HQyUmlr1gjkV62tTarCMR9PngwUmkT7tpcEwUYUk3uH6kga5A2KlxRXjx/LhQPl4UWj+LNrNFD7DjEDI+O2q2SUnHacLr02cK1YaiBZAitKJ0/CGlBbZcunBcN8NW33wn9IZP6PD1ty5Ystt7b/Xb1eq5d+u2c9Jjf//4HO5mTpfUOyiIIlNwqs7//+FcVrzDNAKEhQQNtcQ9a2zrsp5/+Lo1gRkamnTiRKV6Y/QIA+vGvf7PbfbdVIEw9lmLY40tY/vq1/eu//l/qdPrjH34QFw8iQxB9M7/Izv36s3jW//JP/6RsjwcFWvu///xvMpv4w+9/b8wrIVPQXN4LF7RmMVhgLATZVn5+kRWVFFlIUIhqB1R50TL+eu68RO10jDBBDaF8TW29wbGitkhJSVRgpP5A1ZzXFw6PiPvV2VPaVAQvHEzp78T2HMIVbsRru6cWHhXcqMgoaXsqyspUKk84ckTlYE73mOhILU74QE7tK5eJ/gssKuKgNiWnAkQiC+zpk3Hr6+qy3GtXJdGg+V8WScuXy5efNJuAkXf9ulXcKhVXgFYPfzCEqgRGAhJzJgho/CyN0QiPQTUQu4yNQ0azasEqm5x0FOz4kMG7Uf0aGhzWOD0GkerqqHQAACAASURBVHMq4yp8+/ZByQuonoJwCQCLFi0w2tNAqaR46zd46CTu7OzQ1DTkJ7Qv8feHBgfkjIKyP2jvHvnkQYKzQSgiLHN1UksQCXCVk4+Umr5dNjWnI4SuxMf3aKi/J7PVly9e2vhDnI5njEHeFENAAbzQuiEBQVLEvWXjIHuhGAKqXL3KKYTALS6hGKK5sY51E3bnUA+EDr4ryA60qLoGglkNuHE86+BrSNsoBMDRUAHm/+FOQNcUHeDIQL5o9CiU8D4UDUCuBG5QMgEOP8PtXtvN28dH+k50lGgqN3jQOeIIk0GPoHqCI9dFakzKjkyFzQoSGxgaFj/KzNn+231ynKbq6ePnp6LQodhDEopDvfBeoFaCKJpM2hbhoT5OTqq6WVtXZyXFhRKRr8WhJz7ODoZHyC8O2ccit4XqnJmWfcOs2rYYj0jKXFVervdKSc/QTFRmwKxdy7B2DgkUAVNWVlllFWXlhjEugTEHR5KMdM1aZf1SnX7/8YNkHDdv5ot3ZKYG3yEh4YiyFCQsrMWxB48U7FAU0KcOR3jsWJIGDnG/mRJXXAKSvqSgjC4uPi5e5rvz94Ae2bzcXN0/kG9SUoKyGg53jGXz8pw5HfyZbNg83IU0eS6lZRVyJcFPj72LhOjDmzfWc7vPyitKRYPBozHbRcOAEEHn5uq5xTHX1ttLz4NKdm1NrWIOhgVMbZuc/KRUvqWl2Tzc11vsoRita34fzd3AQL/cqHFTIdhhCkuww8aMIg3BlRiGh97/L+BdunBOqWn84Vi5c+wLCdai4s1p6AY2YiFFOsFmBy5zSv7y889qqoZsBH6yYClAIB6G+8GRlWE/P8658FK9ZWNTBeazCF6IPWkp+fc//8levX4pshYSmvdjUaLuhv8rKS5Wf+L/+PO/WVJKimzk4XDgHxCSEtRIFSgyoI9qb2mxm2+cB0ngoSjC+0D487AoCCAnoWjBf9c3NGguAhXZBw/uK4jtDQqWvU7gTn/BYgAxlSfEtIhmqQJDdtMug/8WhPbAXJsaHQcgWOYqIHWguXkrFMHmTUorZ3EeoVLpwnQ0hzcCjYFk0Kdt2rhe1TNSR1whWHxY7AyPjKgLhnYzKt5IMxADo/AnIIJUuU42DuJfppitXI1ecIlkJXx/UlcCHDwc6bYCihrVSRTRq6GFcyqIoC8QFEGUFzIXPhM5Cyibzg8VRKanVUXlZ0ir4WSxdyfQs34oGhFACMpUQRGoE4w5uLAH53uDtkCH5KsgBa4B7pFDgu/D78PRcSDQhcJBgN03hQ2CB6iRBb8vLNT27A2WjIiiBi2T0AkcMBy+BE4+h/cdf/NWUgtQNbZRDIxh48bgjRcRqWHrbEy6fngRbLiHbKa+vgGJbOWk8/qV+QcGWlh4hKq9dCyR8oKmub8g3rqGRrt+/bp6h909POxoUpJ9deaMptiRxfCsqbTCaxaXFMvAk7Q4OyvbEo4eEf/HveZG9PcPak5sTXW1jEtpiWSNs/9IcznwG5taBFiosNJyxuhFvotTGZ4UNYL8g4IOjkhYvZHZ8KyxgALpMosZVQPVWnhFMjRQI9ZOeN+RYlNgIYPhmTOLBbEz9wdjANY9LwJSbW2ddff0GMEOJxT2LjIbukGwTtu/b78KiRz6GAFQpEEvSOwhWwJQoefjc+c1d6x3Mgi42pevX9qpxFM64Lmf8K/d3T129hTWc/+A8Eg1fvzLf2jxIwbmQUFKfj5zVrMZgMt8UbdTp8xz62bNW6A5d3Z6Vnl/4c2bRtXn9JnTtt3TU/CbPlbQGsGlvLjIaa1auFCwnUlmIBK88nBp4YuUl5XYn/71/xQcxiZbUBfnZB9v27pti9T4RcVFqsye+/VXuafS8UE0h0PkC2K6uWXrZgsMCLTLly/L6bjg2lVraWyQjUxUVLR+nuti4fMLBIf+btfunda+/4BIc3R3oMQ7fbfVcoPhICJUNg5BVST9jCPw9PfbIbjO/cJPDY0Wgkn6cpFS0CvJjAS4Ki9vL1nrMLISIwVGYxIQXOZmSbC5WcwsWBAQC5N0lPa6BQsClfrRXwiZzkLBUmn8yWP1NDLFinQbsTB1WITZD8bu24cP79SUPyNxsWPwyPtyvwhkHDoEL/qFFzKDd8VyianReIHGCNigdYLnMk1Dc4TXIEB4SSajsdi55hVbVuqgopMCN1pMIJz+3g0yRcWui8MMfpUgwKFJGAVNsJHhEl2WOd97xmaVNvH7UAGMX0SaAIHf090tmQPW7qQsXDuuwwcjozQ7GAEtzwpTCmgWeFkCD3pPAisvUOn9+480ArCqqtJu93TrmuBUsYwKDgk2elZZH6TtoDSQBPfr3qPH0oSVl5Wq2DA5+dHCI6IsOeWYjGoZEv7u/UehPVAtAaK2vlGmAshZuD8ncnJUeKGSD1pF4gNq7ujoVsGDWcueXtvlVsxgHsAEKTwIl/km8sUrKNDgHEZBZmaki+oB1RHI8WDEeWTi6RNdF4J8eGjuMdRVV1eveD/aIP0DAjUPBpkZ6TnPpFrjFwu1Bgl2aOQI9NAw9Lci9YJvZqiXn5+vsi2MO2uqa41Wy4TERCFCRiGwXjEOhZ9jPWCWCh9PxkPgLiosVLUWBOvhsU7PnSIMMzMQ6h+KjRbQoKhRUVklXu94Rqb62olLXd19MtqllRO7K4DSncFhFTTgj+dfX1Lak199bed//skuXbqgsjgpIpGTNPTNq9/ZX//n/1TaCSfEVCMiPW8af+SwTuKLF89r5ByasK++OiOSH20OspDs7BNKZ2js//Gvf9GNSU1JNhwPQIFMHacwQPsK4uRzP/+ktrakpGRd/Gc1dU85M2jXrhEfgnYHxTrVZESKCJx5mKAAihmREfAsK9ReRH8jfcE3rl1Vgz+pDq1tpKYgKR4gAcB7u5dsZ7CTxzKqorJCjse9nR02enfYSF058ZlNOj8q0tGuTQk50A4GYtnu7SVr67a2Dk1EGxkeVPAbutNvT588FkpF6Lxm3VoLCNhpIJA9e/6f9s70KcszS+PHoDFEYzRRcd9YBEVkFQHBDXABBNzXGDs96ekPPV+maj7MHzBVM5+nek1POu67KLKKCCIiO6iAiOy7olHEDbep3/Xw2qma/6BHqgwGX973ee7nvs9ynetcZ5HIlU5TtqNTB/kXg8xnsNbgbRhDolKum+oxcTv9pKSNb969lQIHfDtSNFqZAG8pbiBvr9c9f2bP1bEwpEiJ9eJwvOCQDA9LHoxIhudIakrbGaml7pO1HTdeOmpURInY2COQsEnFHNmjsaqaQq3Qv49zKsA8E6qpyEVJlGBkZsfroTdKlzEiGE9FhuZEp0Q7XDsN6qT3iDzerK3RMwR7ciLU0eZPy56Xt5RxmQk8aeIEh8oz0iOMwSPiBYcF9yPtplOAOawMjqGdkLQcMYbgkBBV93DWGBiMC1GsqCrvkLoattaWNs2yuJyfZy1N91QEQZ6IAgi8Tq6LVJnPGx5+J208DmlWZoZ1tLVaQGCQxcbGWxzTxaZOUbWR/ffz40ErKCgUlaW2yqE9bd++Xcq+ODw+m+IUzxRJKfh6/Hz7th0WtSJSERD7g8+FoItBxNFGR68UxWzevLnC7Lj/Jz29dubsWSu5fl19zMlJm5y2z7dvtR+ggOTn5wvDhswbFhaiCjiUH1LE/Cv5OtMoMkPloSWRZ1JcUqKIkmdCZsYIUlJnuilQreE+V69e88FQoWZ9GRy8+Z797nf/ohkk4OYUnfh89lVUZJQyBEQnKqpqRH0JD48QdDZm9KfW3tGltJ9nhIw9WQJBFhVccMfQ4DCXvfs7hrdv727hEkz7+uOf/mDfvf61rVmzUmH8CsQAbJQUUFBBITxGxh28iUiJkj6V2h9++IshBoBBQXY6IGCxvCrTzObMnmXnzqXJaNIfiAfhfTlcHF5Ih1Rq6HY4c+akSutI2iQTyq9ZKVCe8jfqtpTRF3h6WcbFC3bl0iUpU3AYYteu1VDfT9zd5SECA/xV/WVuJcKFBQVX7HpBgWZzLo+MUhsYADQpwITx48URI+pZ5Oerbgk0/mmTYYQjafnlnCyrKC21pcHBtkr8nrkyklSyqAJxHyw0mBo0HLweRgTtL+SKKsrLlS5hpIkcnz4Z1PuRtnn5+Ngiv8W6JjBU5MUZLAQuqSjsLS1KVFid9JOUg9SKyAcjOYVIRgKnTspNNMNh5drwgBg1/nB9r146VVv+n98husZwEsHwJfxP2CJzah2dP37GZ4ELknZjgHkvCjXOmMlfzONwAw90hAkUnZHSjRkzYoRGJpy5ualDhH+ngkhEKjzw6aCjdNzSpso3yjHgocwFedDfa0w/m/jV1zZj1mwLDHQI2yjXeM6fK8PM4cIwcH0YHjp2iCLgSGI8AfiRA6+urtR0OtaGToSk5BQLDgmWcAEULL5cKfVnY8dIuxG1ZKL3nOxMq7950yZNnixNuXXr18kB4sRGfWJaR9Zl6PVrK7xabCUl18VKAMjcsWuPOgcQlwWycar3n1h//0NVIlE8vt/fb6Hh4cbgnDWrYnT2KBTxlOigIMthTm1gULClpKZKsw4gH0oOxQL27NGjxyTiQNUXGAn4BYME3j345KldSL9oaWdOKyLew9DuJYtF68ExQlw+ePCgnMCBA78StxWHxV5g0PiJkyeUuWzZDMcvUmcYp1BaVmFZmVkajbBj+w6xM8iGoKZQTYXsnZKcKmFhHCjQSE5urtXeummpKZt1nUSfFDUys7P1+l9/972Ulojie7r7LPNiujIfCM/AUPAjr14tUhaVlJSiqJ79TAEERfQFCzwtfl2cnif/+RDhfTVxktpTiCKYLIQGGCVdwH2iLzT+WfFjR47YhXNnlRakJifbrNkczonyAJCET548LrEBpheRqmE8GNcHnpGYlCjMKC83R1PM2eirV62UAcMD012wKWmjjCcRI1VeDAYbLzgwwGbNZgbFsN4XPhOSO6iZZl44b4yTdBrq7+sBkTJhEOCWRUQsUyP+nLlzrWDOXLt9q9by83LF8WO4MCRoiihEfGA7RCBsDAom0FHAmxYu9BU9BO/a09Ntx48c0sAa5IzwSGFhy2xVTLRSKDYH1S1EGYmQ5i+Yr4LP0oDFkrUBK6pvaLA7DfWqXPZ0dVpZ0TVrrK9XCD5u/Oc2d94C8/Pzs5nTp2t8HuE/2KnT/+rIuruqlkR0YuwzulCqHBgnR4adQ0ak6BxgsB/nC4OIIQVzcRk7jJqik9fOpDD9Gz9z9c4SYYzw8Ghh4ktGcKQhn2idjczBAO57MvhU6ZNwSTc3e/T4sSJwrptNyTXixKCrEMGB1TDaE/yUNkMquXh1cGSMg5dPjEHMRg4fVRWibDBUhgPpvZ6/kDGmOi2+IlSdt28VLRDNtTS3KKUCV6UdDbFN1EGYNEeWAUWC4g1pI8+fqIW2Pci68MyuXr1q9KUiTOofFGhJicm2JMBfxFZe7+bmaB9yLfX1d4RXMSQHsVmKMvFx60bGPc5WwYj1xkBDzEUV5VJutrKf2Ph4VUNpH8RxsJi9Pf3W1NxqF86nCVv28llom5JTBM/Ap2TPAmfcKKu0goJ8CfhSnFgbu1oSarwP0TwqJtU11RL5XRoSYgmJm5RFAS9gEMFFc3JytMfj49dbSFCgnDdkd4pDefn5IzMl1sjYqXF/6Jk1t7YpymJPMFCICjAcT4wdM3hramvMz9dPKTy/w7WiiVhZWSkVG+SoiL4hYVcSxdXU2PLwCKmqg72CkWflZGvPUiBlEh0wQFdnlyK+efPm27KwYDlr1KYpPBGA0JHh7e3pbHqcuYuW0t7ZqcgNqZiTJ0+p7WZpYKBt2JigaIeoBVLvFYiLaWc1ExVKCnI1VGBIdcGWbt6ss8OHD6sTITwiwvbu3avqGEZAD663Vzn4iePHpUiRsClJF0VKh4Ek4rs/MGDlZRV29uw50QLQu0vZvNlWr1ptM6ZPVVpFxY7NQhRYe/OW5gwQfeHp1savU9pNLs/hI4oglMaYdffS01doVH5cMw3E0l4Ro+lLALYoKQOQsqB4HCrBlPepJCE6WFpaKlVZ6AS0Oj3++aEtCQyy7Tt3m//iRYrsME5EGURRbEYMCUbG+QM5d1gYHFys5hbGBJZpyA9V176uLj1YjxmO7BZGk2rm1KkOCZoUGEY5GB+RKXgrVVdwGaIb8EUMI+vN52G4nM8nunIMOt6LOROO0Xyn6IBDwaYj6mFtnWKQ0xLG/zstviMSUjqsdFO80Wc5keQ7B3vEWIyMQlTKrEiUCPW9DQ4OyUFweOrq6vTn4cADGTkcB2ktqTRFDsY70vTOkCM6XsBnSTNJo6GCsF+4ZsdwOCrFRJ18Jo6JSAVDV19fb01374jwTJfGrNmzNfibEQQocJACgUc6fb4OkZZ9Q2GkpqbWqmtqNKEL+S+KTiuiV2oUIEOleM44a0WDZhIJYJ4CAQMEfYjlAP5UHhlwz77iGfFZEtJtuCueH7LsjDNA4CIyMkJyZkSlRL7cD0Rm2i7r625bUEiobdu6VaRcImf2B3v1Ynqm0S5G5BQbF6eUEuI/ex9jVl/fKIIzGo4Q8H/z/W80kJv+bD4DPT+qwtU1VRYTs1q6kRQFOT9gp5lZOWryX758uW3dsllwFVEl/3Y27byGaMfFxll8vDPPgs+EDpOVlalCIte8dOkS2RlUY2hT5Xz99re/VaYEBEWx5uChg9qX33//T2owoIiTnZNn58+fE08xMjJcU/5oHzt1+qw4wQe+/VZRKrjsyZNnxP1LSdlsMSsihROjw8nXB+IxVRJwF7oByIt7+/us+Gqh+urwqB5T0VhzGsSZ5tXa1ipgnmoWICQ4Dw8eHI3NSqmfNjSag1EJZooY2AKHiM1LhNDV3WlNjXeleYVkEE3nRB2kSHCkqN5BB2tsvKNxa6RoE7+cpLGGbEgOMpueSG/c+Ak21t1dfapsCuSqOTykltwXh58HR7TKEHDk6wGOwaIIx1WguHtXzfYYg08YTkPF1M2RfOfCqC4zppLrpzl6zNix4siNdf9cTdzgEDx8wGoMDdGFy+iw2DqcOqDvxQ/Cc5FOUyWmVQ95bCLGKR7TVDig2jg8/Gqks6NTaTCHl4FKpOg00sM7I53v6OxWCoJ+GDMGnI6DF7oOWsm4Fvh1GAeoHBgv1oNnhjF3/ZzrfP2GaqhTqeUg8xolvTrYzgwNSNpsVlfa7NIK5LBBW0HBBU2/luZWa2xqsrbWdikdozVXU1Oj1iHm/jbU1+ngv3r+3FhHLx9vYVwrV62UbDcgNtQOFEvASHGsfC4OmGvjMHMfRCAUBpze21rLvZQnPbYbJcWaTcxhYkYDoz5Xj+Bt0BlgC/Ae8BbBjUhZaWNipmteXp4OOJV3qtahYWEiQDNbmd8lKoJ/yXPloIElkdYxXwXhUEjOREngY0FBS/UZwBcYdkk7XSsRd5TOJoRcNyYkSRwXSIP3xInwPLmm9PQLwpMpytDbToGM4IDIHnUVOKuMOaXPFPJvUqKDs+PoWB96Wek/R/sR8v3GhAT1jGOwuX9w8OwcZ+wkg5ESEtYLI6YQpYLL9RuWf+WynA/qzWQ+OFiedUZGtjGjJTQkVNQRzjERPlEuait8vsZI+i828oqe7l47ey7NHgzc/0Xabppbi+zT48ePjHGLMEXALFWNLi5WxomYCT3TVHyvXr1mjY0NoqbQUopNqK+7YxlZGcrINqyP172ReaJWzteHCO9f/+3fjSHcdABwgehgHTt2RH2vses22I6dO6TGQGpBCpWTkyc2OaRd9P0hIxJR8aCIiLDUaefTlKJFREZZamqKKC1EUxwuHjjsacQGEBNdGhSsmwwKDHAqkqNIRxgn16Oo8mpRoSpscLZWxqyysLBgeXsOMQ8VJRA2LJr9mRkXRdhd4O1ta2PjjQlqsOmJirh2ohoiFjxsS2uHtbQwkq5A/C1EKud5ezl6XatWCxPAoIPJYABfjWBhHHCKAnhF+iArKsvtVm2NNjOGbO68+TJg3l4+qhpTvGFzsT4Yagw770kqRBQIkIzXH3r+zJ48HpQWGFVYUjtIzijoEs1SOZXaiYjDqBK/U/WbaI9JcBwCPP7EiZPkMODkURmlGspnEc2AC/J6Pp8Dw6biubBhAPgZe6niwQhJmeeFwcOIEv2xP7h+ogIO+vNnL/TMudYHAw9E94Ae0t/fq9Tl8ZPHWnMMBL/DL+MsiE6YQMX60pIETQP+FWo1OCb4gjgYXs9z44uomYtxdAAd6SXSMNc0MlIngHrSTiIXsD5GBi4LW6boAqiDNwDgdg0RAsaB+M2e/vHHv6q9EbFKujMQKACAh4dHZCFx1XGfCyvD2VKcYO6y+kWLikSvIqqLioqWqEFI0FIZGHQPiUrBEYnqmcqFtDvp8rLwCPFeIR0DwXB++Py+fmZQFAlDZr1DQkNF/0AglefBs3/29JllZOdIQfjV8EtbsSLaUlOSHWL+i5d6DQO7Dx36SRlY9IoYI0KjGvv+3Vvx9XCa+fkFwhoh7KJyAmuBghkp5tWiYslngdPv/+Zb0b+ALmAFXLtWYoePHtaYTOoAMCqI+hsa7oqSBvyDsUPpCMPa2HTP0s6dVwSGagoScuw9GAV/++mgSOMMHU9M3CCHQhR3/PhJ67/fb7t27VQGxTk6euykZedkW3TUCtu+fZsCH2akHDlKDeGN7dq5Q4ENVV3m7+7esUX75wOGd/b0KbV+xa5do2gNocG373YoEqmtqVLatGH9BimcjP7ETW0yvAMGC6l2PCTzSYm2qKwgfsjhkPGrrhSZNiEh0cJCg3TjpLiMtgP3ycjMlPIJ3C4kppF6xyJzIDznz7fR8aM13wDVkrLSEk1Ch8EfvSJKYTVKtRxQqkXu7usUJdEkDtv+1IljkrFZERVta9eu0vhDoi+wqOlEU5MnS0GWMX8MCi4svKKWruyBh9bW2ir+3LKwMC2eff2VjBMGk4MIvYKog2lXpEa3g0Os9maNyNqlxddEZ2FOAfLrvr5+iuLYrGwmjCIbFkNHRZX3xBiCO7A2EGS5TtYPL09Zn+iRNjs4Uxg+eFLw7mi9QQa+9V6zUkoMBJEEzwRyMebKbcxoRXYcKJcQKJES0AAb7ovxTnsgngCyMO9B1ZeDhVHE6BFtIrwJf42q6otXL+3lcyKrIWGtpIXoFGKUKG4Q7SGFREsf90FmwJxRvntM9VDhad682YrsobVwPcwqhQqDMcExuCJHUjsX+RlnBdXgblOL9ff1axATWQCf/aC/T3shIChY6hkUNtgXGFWiDj6D+yFyYX35Iffb0d4p3AsKyR0G/Tx/bvM9PS05dbPa2cBzcRR8AY0AI5BygjlmZecaI0DhSEKNYdhQUmKCQHuia96f54tjI929nHdZBTSwrNTNWw16F9VaVzWc16IFl5eXb+fOnlb3y5593+i8kEERcZOZ0EZZWlquKAqHn5K6xeLi1mqP80x4iHV1jepP7mjvEDVl/fr1NmvmdK3tu1Fmfb396uQoKSmWGAPjGkiDcU7M3JCxy83RnqGwQHbEPsVQl5ZVyegwqJvBPawR6ToRIZJPXT1d6odlzCt7hsiWodu3bt+0gIBAza3FsQ0+GbSSkjLNN2HwDsVMnDPRI3M2wBzB4uhB57OJvqurq8VWwHhDwAbvvVJYqGxn586dH/iCt27WCb76Pwbvy4lf2sWMdPHZ4OGRvsFvo/J08NBPdjHtnHoRsa5UZ+mLpTrLwjCwJD3tnLw3lBUKFGxyhhJzuP72tx+t8PJlpVwcgrCQYKdcjW7d8nARCKEwFF+7agd/+h+RjwEm2ajvzU1GD7FAJJAwFKRCaOHRehUbF2++vj42b85sGRAMZdza1cJKSIlRUy7Iy9NmZhMQhWJ0VCFzYzLVW6N/GN4WZfuQ4GABnkxVR125/EaJVVVWiExKH+e8+XPMY8pUFU8wJgzEwegRWaH8snb1KhnOyqpKUSi6Ozqs6c4dqyy9IaEEBECXBgVJzggajLOB34nagXWhQED0wWHkgHCdGMHZsyiceMtQc9gxBAiBUtkk4mO8HkaRCIuDR4cJBR/S9eGXjtYalS6MAgx8Pgsjxl+cb2B6Y0aivDcicqKMgqF0lFKcfwOW4OeudBICNgomdEfgRGZMn+lEmmgdfvqpIjhwIERSXZAIhoPDLkmr92YUuOhe4DtGmnsn6uIeMW4uPt6DoQHxz7q6uyXxVHK9yDrbO2QA4A7CGIhcsU1D0gOW+Cs6x5BiiNmnGm05kgaL2PpkUCTWxru0o5VJGAAHQA8vER0Hj/Gd0mJ7D/3nuYQYKLJQzECDDey1orxM3Meo6BjbsnmzQHLulUiD9cKAMWuDKJB2NYRg2cd79uwTroeB4Vlz3xRxoH0gVoAALbM0SMNjY9fIoGDseGZUIam0oq0IVQhSMf2kRMyuXmm6p44fP2EDjwZs3foN4svBGcVo8FmdXd2Wdv6Chul4eXmLG0c6zWeAv0GSJpUGhoqPX+cEOwwrGn6lanF6+nk15u/ft0+4NU4K3BM4AQcQuzZepHy4kBgkYDPoLAzu2bIlVRxUHAuFFuoCfov8parMfsEIEoBkZV200NBQS01Nlmo0/bMXLqTL8W7duk3sD/YJlenysjK1lEFo5ty0trVb8fVikdHlqX5Zpd279xuFvRgv8BGiJ1I4BtZws1RA6VOFSAopGFVRWpWQumGjZmReFCuc8jneGGItD5GWjgP7v9UDBq8BVB0aemrr18XLY2LJQ0ICtcGpuNKbSpM0kV5KaopuSGmQmSqt8HoAnqGKEPGBWSBHE7F8uThQpCmkuWAccAW5jvSLF+xOXYMdPPijqnK0wajrYSae7DNFE29Guwm/xJB7TJtqCxcuFDEYRZWb1dVOatneaj4+C+XxPT3nKzpSVZRKpttoG+vm5hCkp3lojGBj410p8zJRraO9XZFjR2urNTTU2QJPTxUiPBd4q/oM7xGjycEEY0MRhh5QFFY3fQAAEw5JREFUp8hAg/wnMkjcH6nFpEluMpYuw0i0gXflUEIchZ6Ah8TIs3lxNOBcGD1AYH4PXIpnxCEj9OdnpNV0X2AsiZqJDkl5iYqoQlIR5DAThfEdTI3IHtwVpRX+nzSayiyR0KSv+Lu7IkJSGn7PGcrtqJFgJMGC+P7ZF2PV1kZm8HTopa6ZAwQOTDqPajTFCCbiAYMg/MDoTFJOcCcKRqTDrA9ZBjNzoRlxwJ+/oL0NOar31j3QbS1tHRJ0hSDOuE7Wh+uOjomxkJBQ81/kp9ZBXAKOhUiE62edKqtrhEdCiiW69vFdqIpiSHCg8FjOD9Hp6LFQb9Bra1UT/bWrhcJSaaTnEEOtAEN07SHuk84I4JWyG6Xm6e1lCQlJioTInDB0r16/UiP/hfR0SZZxn7t27rGg4KVSNEILcWjopdXU3lI/fG9vt8WvQzE5UaIctLdhsB48fChpdzIa9nRqSqrOF8YZcjYctoyMDMEeG9ZvVAWU5w2M09DQaGXlZQ4lLS5eMATp7+PHg3ICYIX0QdOGBruAfdd0r8UuXbqkTI/ODNgHrBG0Eubx4rgRKV3i7ydHhxQWBSOw/fj4OJ0NJN8v5xfa9ZLratvjeePMOju6JZkFtoeKzrTp06wPTDI7R62XMTErXfbu77QUuDrkyRfOnbOjRw4rglm9KkZGieiHhUDhlWZ70hOsOWoNX06cIGGAqR6T7cSJk1ZcXCwQnM4EaBhs/CUBi4Uh5eblqfp75PAhTR2nVYYGYQ4aVVo8FQUGDF7epVxNNoOLxEbCELDgGDF0+0kTMXglyHy3tamtCEMKBkT6Ap5Br+yaNaukQFtZUaVhIA319UpV/RYvFomYMBk6Ch6BqOLzL9yFDc6Y5qGZFeBzVOmYgFVdWSl9/NraGgsLC9NDJaLEQ1MZff/emY8AdsQG5Q8EVjYyPbG3b9+21pZWFVZQwOhoaxfGCd6Wnz9PmBsKKlAu4PVxyPjOWvPePFyisrFj3XWYibJGSXfurb1Hn4CBNK9eGVPfMJr0Y4IFERMwG5UUVdHZCN+OVNrV+K8UaCR6IKpToUKhn4JBGb6x7mMlAU+6zAbHgHC4ecZEc+A6PCeMMpENcz84XFROieCJKjGyYIDCCOHJMbCGr/fvpV0HlQUD3TtSvYa6Q6M4eJGoTu7uEi+gSwUlXt+FvoouiEyoAuPAuBY+i/V59/61Wt8GHj4SuI/kd10ddKAO4cgvXz4XXELqyzQzFK1xPKT+OANwTrhkKEojNYUyCCovqAUhobRxQ4ItWeIvIjvcSdI21hRGAzSbqqpqu5J/xdo72mQgKDhERaHb5hhlqFOkjhjVyqoqFTxgA8SsWqVebnTfgAh47nRXtLa0SxG5vKLMFvktsojISFu5MkqZlJNqPpFu3+mTJ/X8NyWnit9GOyPPh15y2hRpo7x+o8S8PL2EgQX4LxZ8xfO4dfO2ZWURdDyyVauhn0QJ/yaSItU+ffq0Ag2qoJHLw7QvyRou5xcoVVdRZONGqXJj8Fm3zOxMFdvg562IilBQRJGHc0mRAjYIFVwoQRQkEAEYGHig+bcIgLIniNgKC/PF1SXAgfCOA6S1sLe/15ISNilAoiWN3mbUVYKCQyQa7LJ4H4oWDPoFI2IoyE9//cEmfT3Z9n2zX2ktkRfYDfyYQ4cOSgcuMChElBOKB3hkvpCXQX6murJKRFr0tLg5DgAPA8Y8QzwuXcqxro4Oi4qJMRbA22u+KruuPB/lhsyMDLtRcl1RVnJyqoEDMNiDg0jqRf8mFJFTp05L7RQPwSEALEbJGAyMAykrQOvSy5cinZaU3JB8NpPFoAEw5IW2GiJa5pN+MW6cIg68D1w6uFiE0ej7wxSvu31Lh1GA+sRJYtn7L1psi1HJnTVDIT6VV+6FCOezsZ+qKZ2DQPQFaRvQuunePfV/NjTUK7r4WSnoa63DfAQtp0yR3qDngvkijdL8T/ULfI81wIiRanAgqZhS0VMEpbYpRwWF/3eKDFRaHYVhJ411qCauTaDvSqeJZ/7+xedQwcUw8h1DQiTmVCZp5Hcqvzxb1gsrgyHkC6OGweFz+Xeq3fAuuXCunojq6dNnAsVxVKTpXZ3dVt9Qp4E0iLNSEIH2w3syoxY8FL7V1ClTBLYvCw0WB5TPIxLFKbMuRHasB1gSfZestUODuS0R1/u9fcIYUUumckuHBJkIlCaMy/Brhx7DfXPIKWiUV1RYWWmZtXe220vwvfkLbP2GDaJsUQyTkR2ZY8y9Nd29p9+hskkBJSo62pitiwOEKI7x4RrZlygwFxYVCToBm6OtLWXTJps1C1k2R4aLtUb+/fjxYxKLpUNn8+bNFhjor+vGOFPsulFWLhGD/t4+25CQYElJCcK68F2k2GB6ldVVVlZ2Qxj29u07hGFj5EnT6dBISzsnLCwxIVFFBfBK9hLG7tix42rpQ9o9JTlRjgyHjOTXwSOHhSXv3btHqSzMAAR/L2ZkaT4H4gP//JvvlTmCRefnF9qVwgJb4r/Edu7YpoIaqjVZmdmWnZNlYP60wwF/kH6fOHHKWlub1bnFzF2oOESiaAkuWuRv3x3Yr70GJ5B+ZezEtm1bFPmr+PVLWgo3SwrLDIhRbmPUctLa5ghjAkayoaW6Melr4UUcfDY0DG68NwtOzyFDcQl7GbQNroR00by5EC1Hi4IBtwpBx7aONjX3Dzwc0EBvigeOJzOpDzPFCvUKAHpoJqRCeEWMCREFG5u2GtqroJjQqIw4Y0tzsz0ZeqZrAveiGsm18d50aPD6yVM8jDkMpOlMNmtuarLe/n4dQiq+tEhxhIj4SBPBRZirO3vmbBFfmQmLwWUKfcu9e2pf6SHFekIPokM+xRiRClLV5cCT8rFpGPAN5Qb8DiqKz8KFMpZfMVcWOs+rV/JsbW2tSqWROgIY5/0h55ImE9pzmNnAb9/BAXOI0vpMGuM5qCPzUqm8kkI6BhJlFEepmHtzDJEzfxZjgUoKPyeNZh0wTdwPIJ/z3Zmp+lbAGq9lEDfvzEtIUZGOcn6OocXIv3hBoeOlOhXAsYiYETetKK+0svIKZQQ4Eki9YGF0oUA25nfh4Ek9Nzra1q1fr75rtNaIwnB+RPAocHCJrC3rjZFSEaKjS4TXNLp7LsARqzGA+68nT1GnTFh4uCUlJamCDzEVjJH7Jb1kXV6ORGgUBbJycqTdxrXNnDHDYmPX2dq1ayw8LET94Hw2v8d1UFmvrq6x8+kXJCTBusGJo0WM4ADDyGtZOzDXqkqGWJ/Ta8FKqZAC91BE4zmw9kQ3NNGTKpaXlhrZCZVP9PUg97K3iYxp9D977owwXBRY6HFlNivPkufAkHDeA0YBUeuunbssKHCJnh2ODGYFElHAL2tWr9F6gzHzbImuLl/OV9N+dHSM0kz2MZgzaTj3i6Gn8yM0OEhFHUaoEvUhhEr1mCou3RE4fim0XEwXPv3NN/vkBMDT0R/E4KKzuX//N4riOju7rAgKSlOjMXuDmdGwDlrbOiw3N1dFMLW7zpqlKJhUFmVxOMKwM7h/iqPapy7i8e//8IPFr4vVzREm5l66LHFGDtHuPfukJkpZHaHFrq4eO3r0uBYOsDNhY4LRokXKBd6Gptu1a9ct7ewZbZ793x5wBvuiCzfSokSDdE5ujqScpnpMs507d9uGDXHCXuDPYWBZ5NIyGq5P2N2GelscsNQ2bUqx2NjVKqrwIFDzff2a/r4WWfvCokKrQU5mylTxkaIiIwX2U2wh6uJQABhDkqZcX1JSYvea76nLgR3LIaPXDwrAksXO5CnSQ8B/Gc7PYPE/V9TXeKdJFSdalQYf/6wNCh6FHl5kRKQEPkl3XZQPsCzSVLpFMAykwfydA4OBgr4x8OChNP2hyvSAW3V3iWYx0H9fURP3DEAPmA2eSuTn4TFdUQ/GndR84pcIMyCBD0QwQYUIDhiOiXQLwJ7/xxhyAEkjXMaOlJR1cuFQivJGujJkNdVp4VCPwA05vKKpIA/+1NHBQ8ft0cAj0TWgGww+faKq3v3++8IXEapAcBLyNfdDJXfa9OniN07zmC4MBicLXEDLHJE6zwyDRHpMREHkxboR/WEYyB7ALds6OjXOsqXlnnX39KgHGpvsu8hPYqKMbERgFo+PkyWKZz1c74XqL6kjgP+1oqvqtaWvmP0QsTxSMA6q1bxe66FTZNpPHPzs7CyrqqiUU14WjtIK83ADhQuTkmNMWdPKqlrx/IqKHDmyjYmbJCqK9BrPgioyz4izhCGDdAzsAMdOPapT6DCZIIiC1yC0yUjUcUhEbUq2dfFUa53+W/qEs7MvGUUGpgCGBoeoEAJehjFAVYXrOXLksLU2N9u27Ttsx46tCmDu9z+wzu5uS79wUdVSyP9MR6OoyXOHCoK2Hc/2wLcHbHnEMpv05UTJ0Z85k6aiA2rhu3ftEncR91hZWS36COvAeEegM/YdYgV//vOf1GP+6199p/QU+3PqbJqdPXNatDWmFLIv4DueOn3GhodfiowMfIaTLSws1loxiHv79i0quBEMQRLn6wMt5fCRQ+YxzUOtZOTGtHzxBn/6w3/bn//4ey0+OneT3VnoL9QmhoHLysiQ7hm4A4N44ID5eCHTNF4Y3OmTJyQCyMIihIiHpLrpSnWRN7pWcMX+569/0YDt6OgVGq1H2oMHoWI8fvwEtcvg3Y4dP6JUgCZhcAkiHSqlCIKi44VCxrSpU+1Kfr5ECJgtu2bNWnkFZKchSgPIY3wily+TGCThMthjeUW5OkQAx5GqYYNThkfRxP1zR0STQwqWuMjX17w9Pc3Xz0eg7+3btzS8pK25xfKys4X3IWYJHYUCBX21VLcxdNKbEwl7jKJJUjsiK6q/AK98ZkjwUnnCnp4+zUzFYxFxo7mHUABekgiVIgQYIEOtHe4cpGIk4MeoekxnAOKTVMtJvaiek6LgAHAWFCnAt1hHhnQTPZN2kw5QscTIc1DZ3A5G5wwT5/MfPByQeCpYC2kpv8Ph4fdJZfiDygrpGHuJaxg/YYIiWSKtuXPnikiOZJe3t5eoGRhoiia8F8aMtSJyYn3YE2OYj4G81/Cw8MGffx607q5uq669aXW3b1p3b4/SKjIJ1tLb28fmzZ2n96eaz57BQL549cKePnuuaFiN70ShRFzVN0WoRyaKGbcop8AEoMjFM8TYspcxouwFMFHWj6iO6Kq0uNjgf+6kkBAUqLQUJ0TESBZFZnD37j3Ly7ts1bXVijg3b96q7gqEB+A6jhrldI3QGZGRmaEZEnPmzDF6V6FscYZYZ/YBIghHjx21irIymz5zhlrSkGbjWdP2R1Hv+vVSO/jTj8K1t27bIX1IHx9PFVCeDQ5a7a064fPwUhkcFBcfKycNGZnm/p8OHrQb14s1vIohWjhtsgtUkI8eO6b1h98XGhYs/HPo2ZAq0leLChR4MFUQfi33BkEaUQNYBLt37hY+yHXW1TcbhRjSfAoofn6+esZ0ymRdvKjq//LwcBlGYAqgt66uTktMTJIxG/f5Z1ZcUm65l3LEEoiLi3UKVL19hoiHy+B9wPD+4z//y3y8fUTSBCsiKpHeVyNjBuuUPgYEBNhCby9VXeR9Wlqtrr7BXC03QUFBAvyd6GG0mubr6utVDeP9APp9vD21iRX14MHa2tUxwJg2LD5dHaLDfPWVHhghM1gAk4xqamvVeyqj6g247yl6DKk4BFBeRwcB3p7okEIBVTXIthgeKAYTJjpEVlJVogsqi5yo3r4+YRRw76gIkhZCa8GbLPRdaBQxHDCeAwcoDt5FixjzaSFSo+rxwHr6emUEmIJOWgYGA+WHyIV5uNA3JkkK/1N9vtzOSErI9WCAnNTQAd0d7A2S72sVP4i+8NgceKqxlO8p0DDLlS9+l397M/xaBou1wgAqpR09WlVLjPe4z8eLsKxrf/xYEQVVYYwgG5Ofc4tEGqytTjiI5nvmxCIJ/kaRILgcxpB+aRwZhpYIHSNFBMtfWAN3xEjHOaRoxxhPFl/M4bYRqX+m6jqGUam2onyn35b7crDBUSJmsydI8wD6IZs/wvAODOg62AO8F1gfhpQ+24kTMKKO3iDXxjMj0seoAsvwma4paXWMFOjvV2cQuBYcMxweESbXTcqs6G5EF5BqJ+RzKsaMK0CGis4i5KGIIAVrjPSVkxmAO1O8oqABbEMHCUwI1pQKsiJstWv1yTAinoCMWnjYMmUqOPfHg4NKJYloGxobNcQG6hIzHHgvnBnrzj5BkqmltVXOh0o2g+15LqTCpP6k4JWVVVLwYSgSYgAUyojcwfQ533Ty0FcPtjh3zkytF06aQTlNTXeVUkZFRChdxXgNPX2mSjakY2yGI/I5VoEGkRlZC0OqoK+RSZBut3V0WG1trSAy+tq1p4ZfKV3GaSIAsmCBk+azdmSQdFGFh4dLagyuKl08GO3wZcsM4V4cDDAKf3bv3Kbz4SDM+uvH/3xcgY8r8HEF/rFX4EOE9499mx/v7uMKfFyBjyvA9OOPXx9X4OMKfFyB/ycr8L/m6h80BmiHrAAAAABJRU5ErkJggg==" alt></p>
<p style="text-align: left;">The graph below shows how the ring diameter <em>D</em> varies with the ring number <em>n</em>. The innermost ring corresponds to <em>n</em> = 1. The corresponding diameter is labelled in the photograph. Error bars for the diameter <em>D</em> are shown.</p>
<p style="text-align: center;"><img src="data:image/png;base64,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" alt></p>
</div>
<div class="question">
<p>It is suggested that the relationship between <em>D</em> and <em>n</em> is of the form </p>
<p style="text-align: center;"><em>D</em> = <em>cn<sup>p </sup></em></p>
<p>where<em> c</em> and<em> p</em> are constants.<br>Explain what graph you would plot in order to determine the value of <em>p</em>.</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>we can re-write the suggested relation as log <em>D</em> = log <em>c</em> + <em>p</em> log <em>n</em>;<br>now we can plot a graph of log <em>D</em> versus log <em>n</em>;<br>the slope of the (straight line) graph is equal to <em>p</em>; <br><em>Accept logs in any base.</em></p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br>