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  <region id="0" left="63" top="18" width="292" height="29" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><span style="font-size: 12pt"><strong><span style="color: #993300">Using graphs in solving equations:</span></strong></span></div></span>]]></writer>
  </region>
  <region id="1" left="54" top="63" width="361" height="26" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong>In this example we seek the solution(s) for the equation:</strong></div></span>]]></writer>
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  <region id="2" left="108" top="99" width="147" height="26" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong>x^2 + 1 = x^3 +2 *x -5</strong></div></span>]]></writer>
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    <text lang="eng">
      <p>A solution can be found by determining the intersection of the two functions:</p>
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      <input>
        <e type="operand">x</e>
        <e type="function" args="1">f</e>
        <e type="operand">x</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operand">1</e>
        <e type="operator" args="2">+</e>
        <e type="operator" args="2">:</e>
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    <math>
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">g</e>
        <e type="operand">x</e>
        <e type="operand">3</e>
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        <e type="operand">2</e>
        <e type="operand">x</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">+</e>
        <e type="operand">5</e>
        <e type="operator" args="2">-</e>
        <e type="operator" args="2">:</e>
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      <p>Using graphics and zooming the intersection we estimate the solution to be close tox = 1.80</p>
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        <e type="operand">x</e>
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        <e type="operand">x</e>
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        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">sys</e>
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    <plot type="2d" render="lines" scale_x="3.96585278346547" scale_y="17.245908901811" scale_z="0" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="-272" transpose_y="-126" transpose_z="0">
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">f</e>
        <e type="operand">x</e>
        <e type="function" args="1">g</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">sys</e>
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    <text lang="eng">
      <p>Use plot scale and move</p>
    </text>
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    <text lang="eng">
      <p>The exact solution can be found using: note use Solve 2 and Boolean = sign</p>
    </text>
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    <math error="16">
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        <e type="operand">2</e>
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        <e type="operand">x</e>
        <e type="operand">3</e>
        <e type="operator" args="2">^</e>
        <e type="operand">2</e>
        <e type="operand">x</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">+</e>
        <e type="operand">5</e>
        <e type="operator" args="2">-</e>
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        <e type="operand">x</e>
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        <e type="operand">#</e>
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  <region id="12" left="72" top="603" width="314" height="29" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><span style="font-size: 12pt"><strong><span style="color: #993300">Using Matrix Math to Solve Equations</span></strong></span></div></span>]]></writer>
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  <region id="13" left="54" top="648" width="627" height="80" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong><span style="color: #993300">A system of linear equations may be represented in matrix form. Thus the system of two equations</span></strong></div>
<div><strong><span style="color: #993300">x – 2y = –1</span></strong></div>
<div><strong><span style="color: #993300">3x + 4y = 17</span></strong></div>
<div><strong><span style="color: #993300">may be represent by</span></strong></div></span>]]></writer>
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        <e type="operand">1</e>
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        <e type="operand">4</e>
        <e type="operand">2</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="6">mat</e>
        <e type="operand">x</e>
        <e type="operand">y</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
        <e type="operator" args="2">*</e>
        <e type="operand">1</e>
        <e type="operator" args="1">-</e>
        <e type="operand">17</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
        <e type="operator" args="2">≡</e>
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    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong><span style="color: #993300">Let us write this in the form: AX = C</span></strong></div>
<div><strong><span style="color: #993300">Multiply both sides by A<sup>-1</sup> giving A<sup>-1</sup>AX =A<sup>-1</sup>C</span></strong></div>
<div><strong><span style="color: #993300">But since A<sup>-1</sup>A = I, this becomes IX = A<sup>-1</sup>C (I being the identify matrix)</span></strong></div>
<div><strong><span style="color: #993300">We know that IX = X, therefore X = A<sup>-1</sup>C</span></strong></div>
<div><strong><span style="color: #993300">From this we see that the value of the X matrix may be obtained by computing A<sup>–1</sup>C. The following figure</span></strong></div>
<div><strong><span style="color: #993300">shows a SMath implementation of this method.</span></strong></div></span>]]></writer>
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    <math optimize="2">
      <input>
        <e type="operand">x</e>
        <e type="operand">2</e>
        <e type="operand">y</e>
        <e type="operator" args="2">*</e>
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        <e type="operand">1</e>
        <e type="operator" args="1">-</e>
        <e type="operator" args="2">≡</e>
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    <math>
      <input>
        <e type="operand">3</e>
        <e type="operand">x</e>
        <e type="operator" args="2">*</e>
        <e type="operand">4</e>
        <e type="operand">y</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">+</e>
        <e type="operand">17</e>
        <e type="operator" args="2">≡</e>
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    <math>
      <input>
        <e type="operand">A</e>
        <e type="operand">1</e>
        <e type="operand">2</e>
        <e type="operator" args="1">-</e>
        <e type="operand">3</e>
        <e type="operand">4</e>
        <e type="operand">2</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="6">mat</e>
        <e type="operator" args="2">:</e>
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    <math>
      <input>
        <e type="operand">C</e>
        <e type="operand">1</e>
        <e type="operator" args="1">-</e>
        <e type="operand">17</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
        <e type="operator" args="2">:</e>
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    </math>
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    <math>
      <input>
        <e type="operand">A.inver</e>
        <e type="operand">A</e>
        <e type="function" preserve="true" args="1">invert</e>
        <e type="operator" args="2">:</e>
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    <math>
      <input>
        <e type="operand">A.inver</e>
      </input>
      <result action="numeric">
        <e type="operand">0.4</e>
        <e type="operand">0.2</e>
        <e type="operand">0.3</e>
        <e type="operator" args="1">-</e>
        <e type="operand">0.1</e>
        <e type="operand">2</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="6">mat</e>
      </result>
    </math>
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  <region id="22" left="126" top="1188" width="31" height="26" color="#000000" bgColor="#ffffff" fontSize="11">
    <text lang="eng">
      <p>so</p>
    </text>
  </region>
  <region id="23" left="198" top="1197" width="107" height="34" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">X</e>
        <e type="operand">A.inver</e>
        <e type="operand">C</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
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  <region id="24" left="198" top="1251" width="66" height="49" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">X</e>
      </input>
      <result action="numeric">
        <e type="operand">3</e>
        <e type="operand">2</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
      </result>
    </math>
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  <region id="25" left="270" top="1269" width="247" height="26" color="#000000" bgColor="#ffffff" fontSize="11">
    <text lang="eng">
      <p>so solution is x=3 and y=2</p>
    </text>
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  <region id="26" left="63" top="1332" width="85" height="26" color="#000000" bgColor="#ffffff" fontSize="11">
    <text lang="eng">
      <p>to check</p>
    </text>
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    <math>
      <input>
        <e type="operand">A</e>
        <e type="operand">X</e>
        <e type="operator" args="2">*</e>
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      <result action="numeric">
        <e type="operand">1</e>
        <e type="operator" args="1">-</e>
        <e type="operand">17</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
      </result>
    </math>
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  <region id="28" left="45" top="1404" width="120" height="26" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong><span style="color: #993300">Another example</span></strong></div></span>]]></writer>
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  <region id="29" left="72" top="1440" width="163" height="62" color="#000000" bgColor="#ffffff" fontSize="11">
    <text lang="eng">
      <p>2x + 3y - 2z = 153x - 2y + 2z = -24x - y + 3z = 2</p>
    </text>
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    <math>
      <input>
        <e type="operand">AA</e>
        <e type="operand">2</e>
        <e type="operand">3</e>
        <e type="operand">2</e>
        <e type="operator" args="1">-</e>
        <e type="operand">3</e>
        <e type="operand">2</e>
        <e type="operator" args="1">-</e>
        <e type="operand">2</e>
        <e type="operand">4</e>
        <e type="operand">1</e>
        <e type="operator" args="1">-</e>
        <e type="operand">3</e>
        <e type="operand">3</e>
        <e type="operand">3</e>
        <e type="function" preserve="true" args="11">mat</e>
        <e type="operator" args="2">:</e>
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    <math>
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        <e type="operand">3</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="5">mat</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
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  <region id="32" left="81" top="1638" width="31" height="26" color="#000000" bgColor="#ffffff" fontSize="11">
    <text lang="eng">
      <p>so</p>
    </text>
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  <region id="33" left="171" top="1638" width="178" height="69" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">AA</e>
        <e type="function" preserve="true" args="1">invert</e>
        <e type="operand">CC</e>
        <e type="operator" args="2">*</e>
      </input>
      <result action="numeric">
        <e type="operand">2</e>
        <e type="operand">3</e>
        <e type="operand">1</e>
        <e type="operator" args="1">-</e>
        <e type="operand">3</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="5">mat</e>
      </result>
    </math>
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  <region id="34" left="396" top="1665" width="65" height="62" color="#000000" bgColor="#ffffff" fontSize="11">
    <text lang="eng">
      <p>x = 2y = 3z = -1</p>
    </text>
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  <region id="35" left="45" top="1827" width="264" height="26" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong><span style="color: #993300">Function defined by calculus operations</span></strong></div></span>]]></writer>
  </region>
  <region id="36" left="54" top="1881" width="195" height="44" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">x</e>
        <e type="operand">t</e>
        <e type="function" args="2">h</e>
        <e type="operand">x</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operand">t</e>
        <e type="operand">t</e>
        <e type="function" preserve="true" args="1">ln</e>
        <e type="operator" args="2">*</e>
        <e type="operand">x</e>
        <e type="operator" args="2">/</e>
        <e type="operator" args="2">+</e>
        <e type="operand">t</e>
        <e type="function" preserve="true" args="2">diff</e>
        <e type="operator" args="2">:</e>
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    </math>
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  <region id="37" left="396" top="1881" width="150" height="43" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">x</e>
        <e type="operand">t</e>
        <e type="function" args="2">h</e>
      </input>
      <result action="symbolic">
        <e type="operand">1</e>
        <e type="operand">t</e>
        <e type="function" preserve="true" args="1">ln</e>
        <e type="operator" args="2">+</e>
        <e type="operand">x</e>
        <e type="operator" args="2">/</e>
      </result>
    </math>
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  <region id="38" left="261" top="1890" width="138" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">2</e>
        <e type="operand">3</e>
        <e type="function" args="2">h</e>
      </input>
      <result action="numeric">
        <e type="operand">1.0493</e>
      </result>
    </math>
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  <region id="39" left="54" top="1944" width="141" height="66" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">r</e>
        <e type="operand">1</e>
        <e type="operand">t</e>
        <e type="operator" args="2">+</e>
        <e type="bracket">(</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operand">t</e>
        <e type="operand">0</e>
        <e type="operand">x</e>
        <e type="function" preserve="true" args="4">int</e>
        <e type="operator" args="2">:</e>
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    <math>
      <input>
        <e type="operand">2</e>
        <e type="function" args="1">r</e>
      </input>
      <result action="numeric">
        <e type="operand">8.6667</e>
      </result>
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    <plot type="2d" render="lines" scale_x="1" scale_y="2.357947691" scale_z="2.357947691" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="0" transpose_y="0" transpose_z="0">
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        <e type="operand">x</e>
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        <e type="operator" args="2">^</e>
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  <region id="42" left="27" top="2034" width="353" height="152" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong>Solving single equations with solve</strong></div>
<div><strong>Function solve can be used to solve single equations. </strong></div>
<div><strong>The function can be called using</strong></div>
<div><strong>either of the following calls:</strong></div>
<div style="font-weight: bold">&nbsp;</div>
<div><strong>solve(equation, variable)</strong></div>
<div><strong>or</strong></div>
<div><strong>solve(equation, variable, lower limit, upper limit)</strong></div></span>]]></writer>
  </region>
  <region id="43" left="27" top="2178" width="448" height="26" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong>Examples using both symbolic and numeric results are shown below:</strong></div></span>]]></writer>
  </region>
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    <math error="16">
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        <e type="operand">x</e>
        <e type="function" preserve="true" args="2">solve</e>
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      <result action="symbolic">
        <e type="operand">#</e>
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    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong><span style="color: #993300">Note: to enter the Boolean equal sign (bold =) use</span></strong></div>
<div><strong><span style="color: #993300">Ctrl+=, or the symbol in the Boolean palette.</span></strong></div></span>]]></writer>
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        <e type="operand">18</e>
        <e type="operator" args="2">-</e>
        <e type="operand">0</e>
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        <e type="operand">x</e>
        <e type="operand">5</e>
        <e type="operator" args="1">-</e>
        <e type="operand">5</e>
        <e type="function" preserve="true" args="4">solve</e>
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        <e type="operand">53033008186727</e>
        <e type="operand">12500000000000</e>
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        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
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      <input>
        <e type="operand">x</e>
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        <e type="operand">18</e>
        <e type="operator" args="2">-</e>
        <e type="operand">0</e>
        <e type="operator" args="2">≡</e>
        <e type="operand">x</e>
        <e type="operand">5</e>
        <e type="operator" args="1">-</e>
        <e type="operand">5</e>
        <e type="function" preserve="true" args="4">solve</e>
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      <result action="numeric">
        <e type="operand">4.2426</e>
        <e type="operator" args="1">-</e>
        <e type="operand">4.2426</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
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    <math>
      <input>
        <e type="operand">x</e>
        <e type="operand">3</e>
        <e type="operator" args="2">^</e>
        <e type="operand">18</e>
        <e type="operator" args="2">-</e>
        <e type="operand">0</e>
        <e type="operator" args="2">≡</e>
        <e type="operand">x</e>
        <e type="operand">5</e>
        <e type="operator" args="1">-</e>
        <e type="operand">5</e>
        <e type="function" preserve="true" args="4">solve</e>
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        <e type="operand">2.6207</e>
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  <region id="49" left="324" top="2484" width="274" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
    <text lang="eng">
      <p>x cubed gives only one real root</p>
    </text>
  </region>
  <region id="50" left="18" top="2529" width="564" height="98" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong><span style="color: #993300">Solving polynomial equations with polyroots</span></strong></div>
<div><strong><span style="color: #993300">Function polyroots returns the roots of a polynomial using as argument a column vector</span></strong></div>
<div><strong><span style="color: #993300">with the polynomial coefficients. The coefficients must be entered in the vector in</span></strong></div>
<div><strong><span style="color: #993300">increasing order of the power of the independent variable. For example, the vector</span></strong></div>
<div><strong><span style="color: #993300">corresponding to the polynomial                                    is:</span></strong></div></span>]]></writer>
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        <e type="operand">18</e>
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        <e type="operand">i</e>
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        <e type="operand">1.3104</e>
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        <e type="operand">2.2696</e>
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        <e type="operator" args="2">*</e>
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        <e type="operand">1</e>
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        <e type="operand">5</e>
        <e type="operand">x</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
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        <e type="operator" args="2">-</e>
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      <input>
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        <e type="operand">1</e>
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        <e type="operator" args="2">:</e>
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    <math>
      <input>
        <e type="operand">v</e>
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      <result action="numeric">
        <e type="operand">0.2899</e>
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        <e type="operand">0.6899</e>
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        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
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    <math>
      <input>
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        <e type="operand">0.6899</e>
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    <math>
      <input>
        <e type="operand">1</e>
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        <e type="operand">x</e>
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        <e type="operand">5</e>
        <e type="operand">x</e>
        <e type="operand">2</e>
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        <e type="operator" args="2">*</e>
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  <region id="57" left="477" top="2736" width="118" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
    <text lang="eng">
      <p>which is zero</p>
    </text>
  </region>
  <region id="58" left="18" top="2781" width="549" height="44" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong><span style="color: #993300">Unlike function solve, which provides only real functions, function polyroots provides</span></strong></div>
<div><strong><span style="color: #993300">either real or complex roots, or both. For example:</span></strong></div></span>]]></writer>
  </region>
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    <math>
      <input>
        <e type="operand">2</e>
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        <e type="operand">5</e>
        <e type="operand">x</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">+</e>
        <e type="operand">7</e>
        <e type="operand">x</e>
        <e type="operand">3</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">+</e>
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        <e type="operand">w</e>
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        <e type="operand">7</e>
        <e type="operand">4</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="6">mat</e>
        <e type="operator" args="2">:</e>
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    <math>
      <input>
        <e type="operand">w</e>
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        <e type="operand">0.2647</e>
        <e type="operand">0.3996</e>
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        <e type="operand">0.2647</e>
        <e type="operand">0.3996</e>
        <e type="operand">i</e>
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        <e type="operand">1.2436</e>
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        <e type="operand">3</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="5">mat</e>
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  <region id="62" left="180" top="3006" width="41" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
    <text lang="eng">
      <p>let </p>
    </text>
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    <math>
      <input>
        <e type="operand">x</e>
        <e type="operand">1.2436</e>
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        <e type="operator" args="2">:</e>
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      <input>
        <e type="operand">2</e>
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        <e type="operand">x</e>
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        <e type="operator" args="2">^</e>
        <e type="operator" args="2">*</e>
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        <e type="operand">7</e>
        <e type="operand">x</e>
        <e type="operand">3</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">+</e>
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      <result action="numeric">
        <e type="operand">0.0006</e>
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  <region id="65" left="18" top="3087" width="669" height="80" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong><span style="color: #993300">When we speak of solving an equation we mean: find the value(s) of x that satisfy the equation f(x) = g(x). </span></strong></div>
<div><strong><span style="color: #993300">For example we might wish to know what value of x gives the function exp(x&#178;+x) the value of 10. </span></strong></div>
<div><strong><span style="color: #993300">When we speak of finding the roots of f(x) we mean finding what values of x makes f(x) = 0.</span></strong></div>
<div><strong><span style="color: #993300">We will start this topic showing the solution to a simple quadratic equation.</span></strong></div></span>]]></writer>
  </region>
  <region id="66" left="45" top="3195" width="478" height="204" color="#000000" bgColor="#ffffff">
    <picture>
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  </region>
  <region id="67" left="27" top="3411" width="657" height="98" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong><span style="color: #993300">In the centre we have the well-known quadratic solution. </span></strong></div>
<div><strong><span style="color: #993300">The &#177; symbol comes from the top row of the Arithmetic palette. </span></strong></div>
<div><strong><span style="color: #993300">To the right the user typed x:= and SMath gave both values of the x variable in vector form. </span></strong></div>
<div><strong><span style="color: #993300">On the last line we see how to refer to an individual root (x1 and x2); used here to check that ax&#178; +bx +c </span></strong></div>
<div><strong><span style="color: #993300">does in fact equal zero with each x-value: clearly x1 = 3 and x2 = –6.</span></strong></div></span>]]></writer>
  </region>
  <region id="68" left="63" top="3510" width="126" height="37" color="#000000" bgColor="#ffffff" fontSize="11">
    <math optimize="2">
      <input>
        <e type="operand">x</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operand">3</e>
        <e type="operand">x</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">+</e>
        <e type="operand">18</e>
        <e type="operator" args="2">-</e>
        <e type="operand">0</e>
        <e type="operator" args="2">≡</e>
      </input>
    </math>
  </region>
  <region id="69" left="63" top="3582" width="35" height="26" color="#000000" bgColor="#ffffff" fontSize="11">
    <text lang="eng">
      <p>so </p>
    </text>
  </region>
  <region id="70" left="117" top="3582" width="45" height="26" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">a</e>
        <e type="operand">1</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="71" left="189" top="3582" width="45" height="26" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">b</e>
        <e type="operand">3</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="72" left="252" top="3582" width="64" height="26" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">c</e>
        <e type="operand">18</e>
        <e type="operator" args="1">-</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="73" left="45" top="3627" width="161" height="58" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">x</e>
        <e type="operand">b</e>
        <e type="operator" args="1">-</e>
        <e type="operand">b</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operand">4</e>
        <e type="operand">a</e>
        <e type="operator" args="2">*</e>
        <e type="operand">c</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">-</e>
        <e type="function" preserve="true" args="1">sqrt</e>
        <e type="operator" args="2">±</e>
        <e type="operand">2</e>
        <e type="operand">a</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">/</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="74" left="243" top="3627" width="78" height="49" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">x</e>
      </input>
      <result action="numeric">
        <e type="operand">3</e>
        <e type="operand">6</e>
        <e type="operator" args="1">-</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">sys</e>
      </result>
    </math>
  </region>
  <region id="75" left="36" top="3699" width="657" height="80" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong><span style="color: #993300">But in some circumstances there is analytical solution and we must rely on numerical approximations. </span></strong></div>
<div><strong><span style="color: #993300">SMath has three functions for these operations: roots, polyroots and solve. </span></strong></div>
<div><strong><span style="color: #993300">In addition there is a tool within the Calculations menu for solving equations.</span></strong></div>
<div><strong><span style="color: #993300">Below is an example of the Solve tool from the Calculations menu.</span></strong></div></span>]]></writer>
  </region>
  <region id="76" left="36" top="3816" width="494" height="370" color="#000000" bgColor="#ffffff">
    <picture>
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HJkPWQddw5mvWUnPU8YYUNGsrXRoFSp9kUB3MezYYkWO8QlccEZDisFVgumyzWiTg62CKJblE0I4daEnXk0BZBjBFEoiOHUbhf4zU32zBP3ph+iTxm6g5povoj8rwR5JE5mlk8x2bxfJtJZvD8k/N2usM0gee5MFXg+exmSlPAdZlMJpM4XgRUxFPkT4ufNEGL9OlInzTx6uZdifLJTR024ftI0MJ2IrilLhEsyyn9OBbuV49GwLZvHWzHyYZtWSEp4dOy5xI+1YeP36tEwpeq9Anx+vXFkz5BPUaK1Cd9cSN9vJ7ppxdo6RPZ+wVlL5vXwPncdmGBhYUWFllYrHFEMd3CEgtLSTavva989BH28novw5plDjYRSjVJHit4TOMhwtn597/ArpXpWNW5rWINySDru7bFxq7vKraQrG7vIods7/4udpLdZI/D3gR0f+HvcaXOnWRcN84vy+2zkOcg68x12CawXNlkK8u5ySnzBm7DOrKWrCbb0qbjzp9erJ47GVNnsp4U6siePIdOPaqEJ2EdsXPx2dKlmLJyJdq1a4crr7wSZ555pn6Oi+Lss8/GN77xDfz5uecwfP58FdFzi55Inork8aBIs6mOrmnxWkfWs8AbyEYLMr4xicmfJ6mwSaDMbBYoR5pMipWbLWVlyEyRzfFgfsmIo5BIFuMJY6IIoymIbklc5cImiG45FNwRRBN3NNGGWyBjIow8TzQLee4Icte0uoua55cgd1jL3daC3HktPz4E9cgdE57bgu52kCq6b2p9yDMdNTKs5JPfO5E/ET8tfdLULJE+aeLVUT4RPrmxQ/fl0xG+aJOuRPcaS/Y0ptQlwi10iWD5mxKbLCSE+9SjEbHtY2I7Vomw5eGWPbfwyU0bUeEj+pEsInsaJX38jrllzyZ9uh9fQ6TPFD9blM/sz9dQ6RPh2yOy9/DDSvbmcZuFVIRPaIjwCW7hE9n7p0X2tPC5ZUiGk8FMMrzckDs3n4fsCfGEz0wyXURPZE6WOWmyJ8/Yk6cuK9E7eEhVPDbB04xOT8fU6dPRu3dvXH/99bjsssvUK9Y+/vhjfPLJJ+jZsyce4S+MH/7whzjttNPwydChGDp7dh3RU9E8HpCVrJhVJI+Fiid5mwSObwgb42BOj86v1yXwRN2soaxkChQczRZKk7DVhKJmQ0TQxCZ+CuYhiOwlIpEIJpQ/lluTsJmZ22qyxoW7+ThhhJD7z00yN60IWgTrwOOjblbhMdPIndIKnkv6Lmq5o1rurJY7rOVua0F+dMy1IHeCNxR9N3my6JuTBC2d8mBv+e5JlFGifRLpk2ZeaeLVTbum8JlNuqoPH6UsJrrHv597c67GLXaJ4DY0JTZZiAv3q0cjYdu/DrbjVB/uPNyyFxU+kT0DifSp/nvEJny9+B0TbMKnMWUvFelLFO3TwpeK9EXFj9eKqPTx2iVo2dvKa10a90sa94Vmrot5JtxHwnwXCwwWGixKwGKHrbzOvty+PfJ4jRZZTHch8lPG+k4jw0s43mSpC9sy5vRlLnK4Hzrd+TPkLl+EFR+9rVhN1pJ1Hd/Gho5vKjLJ1k5vIpts6/wmdpBdZLdDXhJ0e/6FOuUzyynT93A+Ia/Lm9hrYY/DbrKT7CDZApfZSjJZvg1kPVnXgdtBVpOVJGf2VNx5+YV1Zc8hRvbkdWF1mm55IsUME4noTZ85E7Mpb3fddRd+8IMfYPjw4djBCmEPD7KwiydadnY21q9fj86dO2P58uUYNHgwhs+dG+mfx4MgET25KWIFURE9VtLSXCuipyNtWro2k0xW8Ar5bEHmaRBcX51xel0GWygtWwWKkEkWBUrBg5osNhk0SUoKiY4AJiuBqumZSDO0YIqfWwDjiaCK/nE/mAKoxc/ElEATmxBqTDE0ZTAeUSnkMRP5U/B4CksEnlfRR+bwPFOP0uF5t1DgeSgsIPIjRMHzXd8V3uRwfRolmhwn0ieRPi187gif3Mihm3Tlrl3pw+duzpXoXkxTriF9VolLFrfMJYMpdIngNjQlbklICu5bjxPEtl9d2I5XfZjLx4vumcInshdz04ZL+pTwOdKnonz83tlwR/hSkT5T+EzpM6N8Uekj9UmfjvSZwiey93PK3kpuy/CNGzFCs2mTYqTDKBefuvjMxWiHMZrNmzHWYJyFldzfT77zDrJZrvEcHp+ZqZjgIAJUwOuyRob1tIkOk1zYlpnM8fFYw+P8fqufIGvWZMx6+kHMJmnPPIj5ZOHfHsTivz2AJc8+gBVk9bP3I+O5+7Hu+fuxkWwhW0kWyU6STo8+ai2jjHfPm2NBxsv6ZN2bySYi5VnLckn5pJxLiZR7obMdc8kcbteGUUPwi++fH5U9t/DVyh7/UbLHk6cWih5PIj0sTbujKG2jRo3Chg0bMG7cOFxwwQW45ZZbsG3btqjouRHxk+nz589X4vdZerqK7OnmW3dUbz2Z0qe2OVjx4BzVlLelOBcjHoyMe39tEbZwIzS14rcW7dRyfTA9ZnwK5M7BXbKODFmnA0VkC0VHCZ5AedJkO8zqb5RZeHgellPIsg1s8qdJJH2aJfMeZt79MZ3ry9w9V5XT139DHemrV/wcopE/blNC6Vvfr3a7+q13xG893tHjHH6Xtitp+RvXj8s8mIZZ3L8r42BGA20s5znRzzknrPRZq6QvXeD5JtKn4PknPzyU9PGCJMgNQ1F47seyFT3uZ349Vqhh9XzGeHD5ZJF1yV8RPpG9wT1qy/78stronvThs0b3iLwaTqJ7ZlNuo8ue4Ja5+nBLXX1wO5oCUw6ShvvVo5Gw7V8D2zFLBlk2KnsGMc25giN7WviEmOfwCY7wqX58/M4J8YTvRKTPLX66Wdcqfax3k5I+XjdE+HY7spfG72pH1rOdHDprlixRdHHo6tDNobuwdGkMPQx6kl4OvYVly2LoYzAnJwcP/OtfWMd925fD/TR0iP5EJOgIy6yR4QEcb2Ogg22ZQStW1GGww3x6x5vf/xo2fDYUn91xPcaScb+5HhPJZDLtN9dh1p3XIe3OazH/zmuw+HfXIP3312A5WU3WknUp0P6eP1nLKOPXc3oySD5ryCqygiwhC1kuKZ+UU8or5Z7E8k8gsj2yXSt6dsQNXz83RvZM6YvKnvxjyp70IVKiJzjjJsuXqEsXLFq0CNtZgQwcOFD1ybvhhhuQSYt2S55mN790Inwb+QtDRPHNN9/EXH7p9KNOtOxJP711hTvwiaq4+2AKCyhRvUwleH0xkxX7Vn4eqSv2vhkclnGGkJElcx50Ksu+mOGaFoX5mpI4Q+TywdmqWVBNd8sexURF9QRKTlT2nM/Z/t0Y9ZCssz9mUcgiYrcHox52hgMBLJ8vkjYAs/hZhrM0nG7DLX5a/pbMfUitZwbXL03IZp9BW/NvfcKno3zxon1R4VOy1w+TnOGMXWn4vexnil+0r19uGn7Xb521udeNKXuznWETW+QvLjxGEflzxI+CZz4TcSnPLWEJzzcRPoksi+zJjw5B3xEeheK1sA5Z6Cmy15Oyx+HGQkUX+VcifBLdk+bcWUdW4EXu2xcoezq6J025+oYNeTyLPJtP36Er0b06TblNIXsat9TFwy1zycBtaWzccpEUIikejYNt/xrYjlmyyPJxhY/fj6jwkajwOdKnb9xQsieYwidRPn734olfY0mfGeFzS5+O8iX7jL7dwSB+RtmbLd/5xYtj6GAgIqhlMCqCpIuG0mcKoZbBqBCSHi56OvRymJWVhb+88goyuF97c1joo6EoigQd4D7WyHBfjjfp59DfwbbMAAqkjYFkLoXzje99Ges//QSjbmuF0WTMr1thPJlEpvz6Gsy44xrMvuNqzLvjSiz6zZVY/NsrsYysImtIRpK0/9NddcpnllOmr+N89SF5rSYryXKSThawXFK+OSznTJZ3Kss90dmOsWQMt2t5949w/dfOtsqeYJU91YGcFY4QFT7SZ8IEDB06VEX1cnlRHjt2LM466ywlfO+++65qshWxiyd8Et1LS0vDhx9+iAHjx9c24RJ91+26HbPwB1Zyf5y9M6b5VoQrInaG7PkexMhcPb52uo78xZU95ukmRvYER/Y+oOypfCkUVtlzyN49F3/i/H+atycmimfilj2FM80me4JN+HRkbwY/mxG/Ok28LFcq0qfEz8Hdv88me/PSRDofwse7KH7cL0KiPn4aU/i07M0xxrmlLxlqI4G56C/Hn7IXfeh1YaFiGTGlT4kfhU9jyl+MAFLCImShlyN7teMSYOZRDyJ8ZnTPLXvyiBjdlKtlz92UK2/ckKZcefZeHdkzhK/RpM8tdonQIpcM3JamxC0acRFJ8WgcbPvXwHacUkXyqSN7xJQ925s26hU+Db+DpvRp2TNJVvxSlb5kI31a9mbx+/6hI3nxpO+JV9spCWkoT772fh3hM6VPy95a7lMte6bwSR57uf817vzj4V7GJnqaz0v2tOiZZXMj02U+md8meRqZ3uiyx7qvjuzpOwW17JnS98Ybb2DixInI4kEUeduyZYu6OaNFixZK+K699lo8/fTTGDRoEBbzZDL78AkyLH33unXrhn/+8591ZE814TqyJ5W1W/SyWKlnlTiy168fPuB8d83JNUSPZPSlgDyID/pKdE9HA4kjbxEJFB7EiJ0idmvxfsx4wnVv2Tk7IntzYpf7YB3LQNGJQiFSTbiO7ElzqshbDtF/c8r24NOHa/NQPDwfy/fMU8t8uLFWCLOccR9wnBa+pUru9LIP44P+puxtVOW/i5KphW+zf4PTjF1L2w3xRU8Lnon7Rg4lfFbZ8+Gd9a7+fAZrStfjbVdZ3uY+1NJXK3u5GCjH1RXlm50mx/FBDMyNDKv5jbzeZF46sqdlb4Ajeyt4/gi1wrcD/f4au/xvZm6LvC1FS1/ODPzGmO7zPYBe2Y6U1Sd7K3oay/lwx/QstdyInhx+YDp6yV89vedKLMqejjuM+f+5wozurcDfOU5kT27UMGUvXr89LXvSlBtzk4ZF+Kzy1hDcUhcPU+aSgdvTVLhFo15EVjxODNt+tWA7Xqmg81HCx/VahY/EEz5BNevGEz5D+myyp2mo9Gnha2ikT8neQw8p2ftg0WK0Zz0s2IRP5ONEkixvRvgikrc0yszsbNznRPZ6cbi3C1lePOJEkDz6L7WLnhCRva8o2fv0tmspe9dSjq7F+NuvxSQy5fZWlL1WEdn7zVUUvauQfudVWE5WkTUkox7a3x0RPVvZbONkflluXRxk2mqykkg5pDwLWK55d1zlyF4rTGW5J7L8sh2yPWO4XUr2/t85jSN7b731FqZPn44c7kApuAjcmjVr8Lvf/S5aYZ1xxhn44he/iK997Wto1aoVevXqFZU+iQbK/HIHr5I9Vq51ZI8smO00wz44Wz1iwyp7fTMws6+s0xA6osY9OAczVVNu7bSlHK4VQyf6F+0HWIwZznJ6WEf2lBQ60cOZSjQkmmhE9xxE+Jar5lXO89DcOv30hOVK2gbUNvO6ZE/JnUv2tOjJsIrscXqkXHVlT0X0KJ1/lOlGH77FqlwPYdju+FG9GNnj9libcx3Zm8jPEbnbhY9V07UPv0/b5ZI8sisNv5Oy9FsfjerNMeTNHdkzp0VkL1YAI6LXD+PUtLoiKG82icoez49ovz6e7Cso9W9IWf46CzN4ji3j+bZsTW9V9tdX50dkb1UvNfyb6dnqAd8S3RupBK0nRtQne1kRcfsXhU2Ln5I9flayJ+sWwWM+k6c/EBmOimR2pHmY6xnK+WNkb/nh/0zZE7hNTYEpF0nDfezRCNj2rYHteKWCmVeiCJ8pe2ZzrpY9uWlDsMqeht/JeBE+TbLSJ4j46X58DZW+XZS9W03Z0yxOV3xkIOJRyGthQ5HldbOuO6onfftmUfb+8q9/RSJ7HHYjy+/kteFEkDxE9pTwKelbHoOSvf/9KjZQ9j677XpK0fUYd/t1mHDHdZj8m+sw5TfXYgaZ85trMM/ps7eESF856TMnfecyfn91XNrfExE9W7nqmybLr7OQwXVKf8GVZLn0ISQLWLZ5LKOUcybLO5VMYvllO2R7xv76eqzoIbJn77PXINmbOnVqjOwJMjxy5Eg8+OCDOP/88/GVr3wF55xzjnrkilRqf/7zn9WduSJ7q1atUo9liRvZI+ou3LV9nAqROH3z3LKno3XRplZjWOTOLYKCEjkS6ddX28wbT/ZEEPUyW1TUkPmvszTpChSlrA39a8vdf6NF9ow+fZYonil7WylyEr2UfET0dHPtDHUTSET2MjmPRPHumrtb9deb5kybxs+1Tbe7MUykjALolrwY0eM2JNNnr1b2ImI3wYi2SZRPy954R87Gcz/VNt86AtdvXR3ZW5WbhjuZx51pPE+M4be4v2M+yzTFOrxlzk9M2Yv24+P5NFP9gHgQ/XZGonxK9sinvTjvX2diWv429HmAnx+YoV7DVtucuxKvch13UAATyp6K6t2PXlmu8SQie44wKlbiX8xTy5+w0Fm+O5dvUtkTOL5RpY/rSwqW7ZRszjURYfFoOLZ9amA7Tqlgy1PWm0p0r85duvze6bt0rfC7mahpV0hW+gZq+J1viPRFZW/bDny4eAkFL0IHTfpSRUci0mHrX5Yssnz3Jcsod7X0cuhNZmbnUPZeRcZ+7qOlyxV9HPoSWV76/p8IksfAZSuiDBKWr4wyN2cbXv/B17Fh3EiM+cMtGHPXLRhPJpApf7oF0+++BbPIHDKfLCZLyLJ7b8Gqe2/Gmj/fjIw/3xQX2zbIuPb33aumy9948+g81rnI4DpXk5Usw3KSzvIscsqXRmYSKfdUln+isy1jyap+nXH9f30xedlz99kzZU+eozd69GjVfCs3XGjZczNjxgx89NFHuO2221SUTySgTZs2SgqlebdTp071y55Dur7ZgiImb2mI9tlTAuh8lmms1E3Bi35mHlsdluiIYZQ+mMHx1j57TjNuzB2/jgCqmzakLAKlJip7AqVJiEb5jLtxtezNdIZtTbYyTgmryJ7xWYueEL0bl58znSZbkb3NhtTpCJ6O4k0RCXxoLhbyc0wUj8sMcaJzGonSKbkzUHJnyJ4ZxYuwC4OdfORu3DWUukFybBypMzEFT3+ONN3GRvIikTsnkrdO1h3J343IXu2NGk6fPYns8ZhpRjvHV6J6uv+eyN60WX9lHr3waf5qJXW/mZHj6r+Xjd4igUrMstFLfbY14zoiKGVyTVeyd/909d5eU/aUQDax7NURPY1M07LWGLjFLgFWsbPBbWpKrGJQH1paPBqGbZ+6sB2rVInJk+uNPpaF35eo8DmyFxU+R/aiwickKX3q+XwCv6cnU/q07KVt5/cnfTnFLoJ8Fjo5dF6yAm1e+0BJR0N56vUP0XPZKvRy6O3Qx2FOznY88K/XsG7fAfTjsJsXP+hmzTcVXvqwGwYvX12Hj4UVazCf0vvaj8/DxsmjMf6B32LCX3+LSWQKmU5m/PU3mEPmPXwH5j/yaywmS8nKx36NVWQNyUhA+wfvr1MmGZfqPMI6B/m82mG5Ux4p14KHf415D92hyjuTSPmnkslkIlk9uDdu/MZXU5A9kTuX7Mk4off48ejXrx9Wr16twpFmdM+GNNnee++9aNmyJc477zz1XL7Jkyfjvffes96gYcqefoiy6rPnRNT+xEp9qxnZ4zTdR29kbkZMH76lSuz6OLK307lpo1buIuKXvOzJHbvRcabsCZQdjZY9M8r3J4qYiNwyQ/bcUTwZNptpTdl73yV76U4+kehdRPb+yHWYETx3U62WvQX8rEXP2i/PhY7gmbI3gZ/ryp4ZzXsQg1hZmxG82mhcrODFyp6WOmmadSJ0XF5JnDN+QK4jdXFxNePyuAljtOzxc1T2SET2eivZe437UcterfDVyp58ji97Dk5zrhx33aSbiux123pEPXC5sfrsReXOhkzXstYYGEKXCKvYJYLb1hTECEGycF97NAK2fevCdsySpU5+XKcWvs78zrifwRdtzjWkzxQ+3YdPC59b+qKyJ/C7Wp/0CfVJn2rWFfj9T1b6RPZ+1aYN5mZvR/fla9Fl6Wp0XbYG3Vx0Jz04XdPTRS+H3isyYujj0Jf0szDAYO62XDzw6hvYsJ9lX7lOMchhsMHHNlatVwxx8UkchloYRhbt2I23LvoONs+ciMlP3YcpZBqZQeY8Q/52H+aThc/+GYvJUrLihT9j1Qv3IuOFu5Hx4t1YTzY2Ehss49ysc1jNMgjLn4+UK50sIFLeNCLll+2YLjz7V6z9bAhu+eY31Ltxk5c9l+RpJvOL8sEHH6h+e3KTRqLonkaexff1r38dX/jCF9CxY0f0798fr732mnqNS1T2KHoie5FHr1D4WDgte+omDaNJNTayJ02zzrCqYCN359aROUuUTsmdM11EbrojA/IKLvWcPWeZdlxGDZvjKHv6xhEFJcOM9CkoUludZ+BJ1E1ELtL/rlb2tMxJfzslemTLxoggRgTP1R/PIbapdgPacp6I7Pkx1Zk2hZ+16En07hNHAs27bEXm3MTIHbfHvLt2rRIuyh4/6z54bsx+d0rkdGQuSq0EusUvMn0d3uT23MkfFdJs+yb3tbrxgueAauLlOVB7M4YNe5+9GUYzrhY9efDyp705719nqWbc3nLzxl9nRppxo7JnilkSsudgCl4ysrfAkD31qjbKXqPfjeuG83iy10C4zz1OENt+NbAds2Sx5Se4hU8wo3tR6TOFz5Q9Db+L9UqfwO/tiUT61A0cDvVF+kT2cil7f3j5ZczdtAUfr8tE79Ub0XvNJvQhfR36uejvMMDCQDJo7WbFYBcfOwwRMjJjGEoW7szDw2+8g82HjmEYh4et26IYbjAiASMNRln41MVnFpbm7sXbl/8QWfNmYtYrT2E2mfOvCPNffRILyWKy5PU2WPFmG6wia99sjYy3W2PDO62xUXi3NTIbic2WcSYyfZPA9a5jGYS1LNNqspIsZTnTWd4FDmncDmH+uy9j9eTx+MMF31eypx+knJTsqWfrGaInyFP9hy1Zgj59+mDp0qWq7VmEL1GEb+XKlbjxxhtVH74XX3xRRfU+TXceqkzRi3moMsmQu3EpXVJQLXzT1Y0YjsixMldROlbmWraiz9WTcZy/juzphyz3WRsjbTJ9GodFKKc58qeHN3MeudFBZE8Nu8dxvRoRv8zcNNxFaVlCSZIHLwszlOw8hJG7Iq9VW+rcKDFyt/NaNUrYCLlL9+F5WCKiJ8NOU2i7DZFn5kXELnJzheqDF+0T2B9TObzRkD0ldrvSIncz91sfjdYtMB6REk/uYqJ0lC6byK1xZE/kTaJ1Ina/S8s1IneRPnRReXP62UWjc2SWI4M6QjfWkb2Z/KzfnjFGHW8ZP0c1yUekzWme5bL9eR5ExmXgDV9fjInOY8xnyJ562wbPgddVnrPVMVZv2XD6hb62JvKw5fTVkRs07piRo0RPJEz3txvOz3Wes6cEzYdXVkQ+3z49y3l2Xlbk4cvOfMMc2Zuopgkr8AqXq53/KOY7stfFkb2Zh5fHf84eK6OUn7Nng/OYWAUuVVxiFxeWNen+e9y2psQmBfUisuJxYtj2q4HtWKWCLU+b7Elzrm7SjSd7Mc25Ar+PNurIngm/x6mIn0346pM++SH/z6FD8c/u3TF/936MzNyGwZtyMGhjtmKwwccOQzScT/jEYCgZ5mK4wwiDkcLmbVFGkWV7D6L1O+9j69ECfMZhReb2KKMdxhiMdbNlR5RxBuMTMMFg1b5DaNvqQuQsnov5bV/B/HavYGG7l7H4/ZexhCz78GWsJKvav4yMj17G+o/+gY0d/4HNnf6BLZ1fUmR3fhE5nyNbFC8hs9NL2MRybGSZ1ikodCznKpZ3OcueLrR/FcvkHb/jRuDTwYPw3sP3x8ieEj7WdXFlT2GRPc0n8+Zh6LBhSKe0SZRv8+bNSvxM6ZPP0tQrN3T85Cc/wbnnnotnn3sOQ+fMUZWoNJOZb9DQ0T2RPfWg3hgexHAlerGyF424OTJnRuHSHdnTb9BYrIZr82vXJzLdLXdqOqVwkzPcdq3xzlyWLTKutk+hWpbl2pw7p3b5KA9hOAVLvUeXX0Ldv05Ne2gu0mWcfgOGwx/7948IJWUvcoOF0zQbnac/hjoPVZbo3Qbm+R7H/yFtV1Tu1uuHHUdxnoXHaVa5I+ruWcqW7ldnI9LE6kTquM2ztWSbUNDMt2GscCJytfOYslaM0c6NMXKjTPQ1aE6z/W/n5NaOU9R9U0bceXh+6HHR16hp4TN4jcdXvVmDqLdqOMJXS08Mi0parcSpt1+s6KHm+eeKI9HPUe6fhgn8rsjbNIbKGzGM4flHVuCfnEdkT79FY55anrK35TBmyXePsvcC53lu6cHk3qBBKUr4Bo1EcN5Gkz3BlLpEmEJXH6yomxKbGCSE+9zjBLHtVwu245UsMXk569XCp2XPlD4V5TNkLyp8gil8/D7aiBvh0/C73BjSF69P3xTWqStZ/l8+9hhe6NwZCzK3YMPxQqw9VhAlw8U6E86rWe9C8nGz0cUmIZ91o8Oz7TviaCCEzfxskuliS30UsO532GohKwGdbr4cB3duQ07aVGyfOw075k7FznkRdpHdZM+CCPsXTVYcJIccDp8EZL1ShgMO+xdORh7LlydlJbmaRbOxevZUDOvbC7+/9CfI5Dm2jl5gyt6CemWvHj5JS0P3nj1xxx134Fe/+pVqmpU7cqVPniDP45P+fb/4xS9Un70fX3ABBlD85CX08gBZiZzI4y5ionsskNmUG+/duNGomjPeCvNwE5U2FxtPBK5LwfJs0lCGhM0mlKkYeED03bK1d83GopphOW9977NdZ2AKXVTquP46UTpSR+biEO0Pp2SvL8ZyG5XIGcQKl53oe2yTRN100xjw+EhfTPWuXId0En1nroN6by5ZyPNSiHlnrpYyged/YzOXRPrqHVF9ZqcfWobnHdlL+t24FCgte3HvxI0H52806TOFLhFuoUsGbmtTEiMH9eHIg8cJYtu3BrbjlCy2/GSddSJ8/D5FI3z8finhM6QvWeEzm3QbU/q08CUjfePIOl6/Xh8zBn9ivXzLQw/FIDdw3Prwwwp5ALMNeeWam1+YPPKI4pcufuXiNw/X5bcJuLMB/K4eHrvgW/jjD2u560fkx9/G3T/+Du6+4Lu45yffxb0Xfg/3Xvx93Hfx/+Evl5BLf4j7L/sh/nrZj/DXy3/scAEeJPLXyhUujGkPONzvIJ9jlnGG9fS/cH33XfZj/PnSH+HeS36Ie1iuu8mfLvw+7vrJ/+IPF3wPv2f5hTZX/QTdW9+PHazjVrJeixE9QcaRBsue0GvSJHz729/Gl770JRXNkEeufOc738F3v/tdhfTVk+bbe559Fh8MG4Y0qShZgUolKi+j18Kn+u6xslXRPRZqLTGFTwuVFr8onMcqYC42JEBuCImBZUgWVUYTlklBwdigoSRpNuq/FDAlb5Q5G2a/OlPm6ogc89IkErm48sbyuaXNJm9RAXMiboq+GSkLmTzWRp6bGIX7qilY7IbHxmSRwOMnLHRYwHNQM5/npPwokXNV3mghyB2yUShjgshZY6H66RERvQHdnX1M/rbkAMaxYpEmXInqDWcFFBPVY+Wl34sb04Qr0mWTuvrQwnYiuKUuEW6Zqw9ua1NilYNEiKx4nDi2fetgO06pYMtT1hkT4TNkzxQ+1axryl4SwqdJSvwoaslKnyl8bumLip8jfRLhk4CB9OFzIzdxuJGHMdvYEwpZybOw18K+OOw3KS+P4UAKHEyCQ03E4eZARUUUcYY6oiewvmu47LFC0nScNAntx4/HOyNH4qbbb8fll1+OS5mXSOBv+Qui3ejRmMIvyGxWmHOcilMLnxnhE+Gr03+PBTSlL2VkWReSX1xknS4k0qhxDyu4nCaD69Sso8woKFXRvxQ0wR2Ni8KDpYlG5QxUU6vBaodVLlYKhtSpvnBkuQnLFJU4F6acxSNG2sjiZOG+WdQExNx5FIeYk5/Hbr6LeTz/5vJcFNJ4bgpziJy7EnHTzBJ47ms5awzkuzSdF+mpZDIv2hNZEZj99Eay0qkjeqQ3Ky4d1ZMbM3QTrvTXO2mypzGlLhFuoUsEt7cpsYpBIngMPBoJ2/4ltuPUEGLyddZZn/Bp2ROiUb4Gyp7GKn0Cv/eJxM8te5p4wqcjfbo/n4LXmY8d9MOYP+H1bKjDMIfhDiPISF7/NKMcPnX4jIzmNVIY4zDWYRwZTybweipMNJjkMNlB5HQKr7/CVDLNxXSDGQKv15qZDrMcZluYYyFNYF0Qj7lJMK8BzD8BtLjVwazf3DjzpC57PDncyI0bwjheuMdu24YxOTkYnZWFCfwSyTJyw4dUkImET/Xh40HUd+iuJOZdujriFxdnPhNZ1o2IZB24LkEeAWMiZagDy6lwj2c+MbBMq7ijV5tQdhSULTcScdN/Y6JvDjZhW+Ygzx+Mwvy1qFmFjOUwSUaYzBNnforM03B/aGxfmoZi+5LGhccl5gvP4zbbYRaPqWYmz8kZPEeF6Txvp/HcFkTETKbwwtpYyE0Y0jdvAi/60j9PJO8zR/LUDRmsfKTp1hS9aPMtkebbLhSsE4rqCVz2c2/OFbgNp6z08Vh4NBK2/etgO06pEJOfsc6Y5lyHmOieI3sx0peE8NlEz8QqfAKvAzbhixfh08STPi18pvRp4bNJnxY+LX0ifKb0aeHT0ifCF0/6tPDZpM8tfEr6eC3WwueWPlP43NLnFj6b9MVc+x2U8Am2+oLY6hwbZv2WDDaRS5YYyTNhPWvFmW6VPangYgRPwxPChpY9E6kc9WdZNp7wST8ot/RFI338K9E+LX91hMpAmoEVzvwxMB9B5ecgr2pTcL02lrpYQuQVWvLX/Cx/NVJuBdcp6Jfuq7c1cGfLHaDqsR88ADFQwuJF1WKEjfPWJ2n6ANcRLq5XsJ2o5sk9R2B5BfeXxcT8UtnQX754mL/MUmX6CRC9ePA4aaby2AlTBJ6Pk3meCpPIRJ6/E3hxlEefjDfhRVmkTJpYxzYCIndyA4YInjTX6kiekjxWPiJ5A4n00ZOmW4noSdOt7qfXhXJlil6DZU/DfE5Y+EyZSxa31MWD29+UxIhBMhjy4HEC2Patge1YpUo0P2edMdE9BzO6547wmcIXlT5eC1KVPY1V+AReZ5pU+nht08JnvnbNHekzo3w26asvyifCl1KUj9fnhgif4K6H3PWWKXqaf3vhc6aVVp2A7JlyZ6IjITbh09I3h0j/JyV9Dlr65G5dET95PIuWP0Hu3rURlSyBy9gwpUyzmOt0Px9tYRwWsKx1cMbLHZbq8RkyLDBvvS26s/9CnpS6f5gQ7TPGgyB9yPTt0XWkjeM05omiTzB1QjIf9wmsT2590tcnXEqGnC+Q+eVyo7+A8VBfVG5vPMxfcamiLwonBI/JRIMJAo/ZeIHHURjH83UsGcML4hheLEfzwvsZ+VTghV3Bi70wipWAIHJ2Ikj0TuRuGCsYaaoVwfuYDGIlJJG8frt2qUheb4qORPOiffRItOlWBIuidsKiJzCvzz26J2iZSxbuk6bAFIyk4XHyaARs+9aF7Zgliy0/t/Bp2YsnfLpJV8teT14bhCaRPoHXIbfsNYr08ToniOzFCB9Jpmk3XpRPi5+tWTeVKJ9Zt5j1UB3hE5y6TOq2RMInuOtLIZHwCabYxcOso5PFrONTJUb0NIY/KDhO5i2pqmqY7JlypzElz0RP1/lIHyXp7ySd0kX6NCJ+UfnjCRGVJ7JQ4Dg3WqwUxvwmkcddxDKP657rQne8j4FfiDkuZruYpT9z/sgDcWv7d0mfL43uB5bGEzmNJ2cU42SLnnw8OPrENIXNFDQ5wd2CFk+6zC+RoL9c6svGMkXFx0B/MetD/3KLh/6y29C/AOOhfyk2Ojwv1EWJx0j4lMdNM4rHciQZwQvkCF5oh/NiPowXdnm23SdkiCBCpmHloOXsY1YYDWEwEbHTcicRPBE8FcWj1CjBowxJJE8kz4zmNbroCcyvUWRPIyKXDKbIJQv3UWNjE4J64THzaCRs+9fAdsySxZaf4G7O1a9UixG+emTPpKHSJ8QTPi19buGLJ32m8Fmlj9c7d4QvUZSvPukzo3ym8AlyvZf6QNcb8YTPlL5ko3z1CZ9gyp4QrWsNGkP4BJvUJcItcalQR/Y08WTvW8nInsATwBQ8NzbZE6Lz8ATTwqg7piv5Y96687uSJIEni74DUh5N4SZ6d6TAPOrc4ch1uREx08xMwAwynV8Mk2kOU/VnfgGnapzxCi6rie4DllH1/xK4XQqe8NN5QmtUsyJPWJOouJHJZJLA+aKi5qC/OOMF58tkk606IuV8KeOhv7zxiP6y43a5GZkEumnAhr6oNAk8JsMEHqOhLj7hMRSG8Lh+zAv5YF7UB/FCP5AX/QGsADT9BVYQ/QRWFiJmCgpIQ+hDROwEeW5eT8pPVPAoTF2IRPF0JE9Lnr4Zo9FET2C+JlaBSxUtdMnA7beKnQ3u86bCJgVx0aLiceLY9q+B7Vilgi1PW3Ou+5EsWvaiwsfrg9mcm0j4bFJXH4mkzyZ8QirSJ7KnSUX69HVUX6tt0qfrEP0D2xS+eNJnFT6B9Z4WPlP6TOGLSh+FTdNg4RMoSDZscmfDJnWJcEtcKtQRPU19sheFB8ocFllR8ODXhyl6UXhyiexp1DDHC1oATRHU6DsfrXdAMg9T0DRuUYvKGr8sJiJqUyxM5hfXZJLDRA2/6JoJZLzzdwKnjSfyVzrbK7jeiSyTgmWeyH0Y/ct9PMlBomtK4uQLoOGwEjgyTuA4t7jpL9NnAvOpI2Iu1BeT63bLVowMEf1Lzob+4g/ldriJXiCSQF9UTPQFp0nhsYjeocbjM8hhII+XMIDHT+jPY9qPF/l+vNj3JX1YAfRmhSDII096ChQOkTItZlEoOKkgETsFP3clXRyU3FHAROqicFyTSJ4brqfRZE/g9iWFW+gSwWPQlNjEICEiKx4nhm2/WrAdr1SI5uWs1yp8JJ7wuaUvUZTPJnPJEk/64kX5hPqkTwmfwGtgQ4RP0HVFPOHT0ucWPi19NuGLK30UOVuUzyp8AoUtGeGzSV99wifYBM+NTeoS4Za4VKkjew4yra7s8aDaZC8qeiacNx5uyXMTjXy5cS1jyqEWxCg8Uc1om0bd4cgvQ4y8udDyFiNwRIubyTiHsQK/7GNcjHbD+T7jX+lsL53uFVynIH3AVF8wgdspfcNU/zDuzzHc3xqJuCn4RdASZ2LKnJY3m7TVETSuyy1kpmgJMVLkQvfxiIqSgdkXJBXkYjPgZMBjEb0Q8tj0c+jL49WXx64P6c3j2IsX+Z6kBy/6PVgRdGfl0I2S0VWgmETFjHIkdG4gnbZti8DPpthpoevAaR8ZtJe/HN+kcLuavexpnAq8sTHlImkcefA4QWz71sB2vFLBlqdN+EzZSxThiyd7msaWvr4Cr18nLH28Hg40r+9EX/N1vRBP+kzhS0b63MLnlj4tfKb0xRO+eNJnCp806bqbdZMRvqj0UZTiYRM8Nzapqw+3xKVC0rInojbjcKzsidjl+P3YVVaWNLkaLpcKOxMQM29paVx21sMOoaQkhu0J2GYhx6S4WJEtcFj91Z+defTfHK47CrcjCvdVIrLjkOViq4UtAtdRH5FXuqWOfhvIieB+e8jnBo9DHXic5AHYGvVQbB5PeVh29MHZRD+fUZ4HGYUXB+vzGBuI7fFBJtbHEP27wH0smM+vPOXgOeNxAtj2aVPD9Uafk2rC64Cw3oW6PvC6kQrmm5FOhJjrlu36ZmC77ppEr+msLzSq7nDhrl/cdZCQHQjUIcdhm4XtBjtc7LQRrPuw6HgPjBZsD4wW9iRLyP5wacH2gOnGwPaQ6vqQfeAWPi2BtbJ3yaUoisqeE92j7E0nIhu9xo7Fb//+dw8PDw8PDw8Pj2ZGv/Hj6wifkr2CGNm7JEb2JJo340jkwbK7aNKSUTF/3TQmJfxF1Jwp5a8lj4bh5y/E5kwZf8A0ZwL8znk0jCAvds2ZEH+BN2fKy8s9GkhFRUWzppJ1fHOlijLi0XCqq6uVp0mET0fzothkT/rLTT8sTbdOfz1P9jwagE2wmhM2wWpO2CTGIzlsgtWcsAlWc8ImMR7JYROs5oRNspoLNoHxSJ7UZe+Qc5OFI3qe7Hk0BJtgNSdsgtWcsEmMR3LYBKs5YROs5oRNYjySwyZYzQmbZDUXbALjkTzJy97FEdmbevBQbXTPkz2PBmITrOaETbCaEzaJ8UgOm2A1J2yC1ZywSYxHctgEqzlhk6zmgk1gPJInadk7/+KLUVQhshd5KLCK7nmy59FAbILVnLAJVnPCJjEeyWETrOaETbCaEzaJ8UgOm2A1J2yS1VywCYxH8iSWvQJD9i4S2avAlAPyrDonuuf12fNoIDbBak7YBKs5YZMYj+SwCVZzwiZYzQmbxHgkh02wmhM2yWou2ATGI3niyZ56bp8je/KIPcreRRHZ2x959VeM7JV5sueRGjbBak7YBKs5YZMYj+SwCVZzwiZYzQmbxHgkh02wmhM2yWou2ATGI3kSyd48U/a+6ZY9uVGDsiekKntt27ZNiJ7PJljNCZvEeCSHTbCaEzbBak7YJMYjOWyC1ZywCVZzwiYxHslhE6zmhE2ymgs2gfFInpRlbzJlTzXlHjoUfXm/vBEjVdmLl0zhswlWc8ImMR7JYROs5oRNsJoTNonxSA6bYDUnbILVnLBJjEdy2ASrOWGTrOaCTWA8kqdhsufcpHGisqfFTmOOk/lsgpUqEx/zweeL5bGJ5rTHMNGYt1WHjTHLJ8ImMSfKxo6t6pTX52uFjhvt8wtqmccnRocnPi7LPI6JxjxNjVqnUYZ403TZJlsEqzkhQpXZyTgWrTqp1wO5petkYZOYEyWz83W126tojSmW+WxMae3DdZ0zrdNSpTHykjzild8mWCeDqaqMcXhiqlW0GsrUJ7hPu2y1TksVm8QkYhrXHbt916Frln3efweyuvJ79MQ067RpbXgcumZbRctGqvOfKDbJai7YBOZUIvY7EItt/samQbKn7sh1+uw1RWRP/xVskpUKqQhcs5G9ONIUj3qXmfg4ZaWjeleidXpjIOuwCuZEPM6T+fGJseNtgtWc0FKlhO9kid7k1nHX7RaYEyMTna+Ti45Ljqa0RuspxnACTqrssZy+6zoj0zbNgk28TjZK/FpPVZ9tgnWinGzZu65rVnRYydC/sfB5stc02ATmVMImeRrb/ImIt1yi/LTsyXt13bI313qDhnE3rkT2hKaI7JnYRCtZPNkjn4fsxZG6eBJoE6zmhJaq/wTZUxG9FGTJhid7J8Z/kuyVl2ehK39cxI7798GTvabBJjCnEvEkLN74RGipM5e1jTMxZU9F87TsFRiyd4mSPfM5exQ9J7IXkb3Ub9BINjWl7Lmn2ebd2IGVfXQntkKHjbXTTHlpLJKRvUhTqAMlbqJrGZnequPGuvMKKYpkKpjNtfHG6bKZYrXZbC7lPu60OTJ+slp2sjHv5IhQTnYtGzNP46ClKlb2MtGplQ+tJ0f+RsubaYiYCJq5Lca0mGbhmGk638loraa1Rmup/KPzktaTo/kINolpGFPUOuuN4GV2xnVmeVxyZRM0d7NwZB2yvuvQObN2vkjetVHFOnklWLfMa67D13qKPQ9Sp5nakasIW1R0s/XUyN/IPCznllgpayoSyd7WLq5yW5p465unjuxNfcKY/zp02Vo7b33YJCYR9cpeVlfX8e2KrOi8EWKagjl9mkWoIhFDPZ8rcjgtdnubMqqYquxlu8udXTvNPb8ejlmG+yPbmX6i2CSruWATmFOB2mNbFz3dvUwyuPPS2OYVbLKnoOjNzc93ZO8SR/a4wyWqp/rr6UevnIDs6chdPPQ8pnylyonInhK9Vh2w0RkumfgYd2ZtHz9TahqL+mRPyZMZpVORM46LI3vReZo8skfqRPE2oiMlxoz2uWVPyRplarMWrcmRPFSfPvlcZ5psa63ciRCa8tdYaKmyyZ4papOlktbTMzuhlSlxkztFP9eJECopbI3JajiSb6tWrWPk8HOJ7ElULE7fNpPMzq0NQXOafR2xEtxyFRErI18KW+cGyl5967ZF9hKVJyJYjtRFhU9LXq3gKQFjvlvU9KYlnuxFJO4JTI2O24ouUk5D5pKZJ0b2tnbh/jYEb2qXkyJ7T0yLDGd1fcKQr8g0U5aU6JkCqMXNmEcJVp15nsA0+axk0hC8aV2bjewpaTNlbVoblrsNpjnDNtmTba8dlx3ZX22mRec5EWyS1VywCcypgDpX46Cnu5dJFlt+8YgnexLVs8seRc+8OUPeopHqQ5W1yCWTGkP2YndI/BsyYocn4jFW3GYkr6RkIzqwUtY3eEQlpxFRshdTXhIVNWkqrXuzRrzoWXSez0v23OXb2JHyE9uEGyt7EqmjHDmRvAiblfgogdvsyJMR6Xu8E8dFBdC2fOOgpcome606ZUanRwTPkTbzcwwSsTMkUKGjebWfY/IVmpHs1cElWLFylSha2IDInhu33NUre7HrjErWlsh6p6rhiOxd13lLnOlNi132puIJU8o0Sta03CUzj032TDlMDZvEJMIte5EonSNiNkTUouI2TW2fW85UHlGhss1jCKWSvQTra2RiI4x1qRW1aWgj5TYieVre2kyLDFtlzy122Y7MxuTTMGyS1VywCcypgBzzeOM1tunJYOZRXz5xZY+ilxYvsifP2FOyR9E7EdmTv4nQ89TKVuq4hS7RtJhhFcWL3ZGaJpe9eJE9izwJ7mVOnuzFrtu2LTGypyN1FiLROkP8lNhJxM8QPHfkrxHRUmVvxjXEKyaaF5ku5Y+ZJ6ZpNxZT9mKW0cs1I9mr0wwaT/YS5tkw2Uu07nplz1WeWsmaGimLiuTpZtxaAYvIXm2krymxyp5qarVJmSF4yczD4dhmXCfyx/34xFRzmeSwCU4iInJnYEbgHOoIkp4njqjFRM9immhjiUQPnWhhdLhpSTqyp6J4dcssJJI9cziCTRobhk2ymgs2gTkVkOOZyvhkMc8XE9u8Qh3Zc/rqxcjexUr25AYNHdlz7sSl6DXkdWla5JJJJ1f2aqOANkyJaSwSyl6dZtIIzUn2atdVtwlXqCt7iR/DEu2TJ1E+R+x0061Ma9Vps3W5E0VLVWqyZ46TL54T5YtpsrVxEmVPiZZLvuoQidQlEqymk7361+3JXqqy56AifHKephbls0lMItyRvVgkKifH19UEq4fN5liDurKXROQu2jewaaN8qclebZOtDU/2arEJTFNhkyjBNm99xFuuofkJtjLZxpnEyB5FT/XVI2nHj2MOKeY85198sfPoFe5w3WdPy96/bWRvYwdVicc248ZiSkxjUX9krzk34wpOU+5EexQyRvZczbRWHMmbbIqdSOLjnZQgNUV/PUFLVYNkz5hXNc3GnUdzEmXP1gfOjUvGBBVpiyd7CQXSInsuGaubV+J11yt7rvJEJcvSjNusZM/dty5mvCNoycxDrLKniET57NPs2CQmEQllzxK5U7IUE9lzN9E60UItVHHmseO6OaQJSFr2kmh+tclenWbcJKQxWWyS1VywCUxTYYqTiW3e+rDlo7HNnwzxlk+Ub6zsFcTK3rFjLtmrqMQUJ7LXGM24yaSTJnvOcGx0byM6PFZ7w4YpMY1FQtkjSuxMcVPRPo6rT/Ys4tVUqDK6ymROi8oeUXfcxkT3NqMTRa62aTZyB655l25EACl/9UQFTwQtVSnJHuWsdlrsvOpGDopFbXSP01snyFdIEBHUUtM4WKJnAiVK9btzy5sajp0/NhoXGY6J7nGZyA0abrl01m3Mm1AcLet2y2KdPJxhPU9EsNx99Jqh7BGRtNjIW105S3ae6PDUJ4zm28i8qTTn2iQmEfXLniFqOvoWjfQ5TbDuyJ/MYwhVpKnYlEYu90RtdLC2+dboyxedt3FJWvaIkrcYUctG1za1N2zY569t5o1E9WLnORFsktVcsAmMR/K4ZU814RKJ6s0W2eM+NmSvwons1creDM7UENlLBS1fDeFEZE+PUxcWB3O6W2QaAyV7xvo0tc2hkebR6DQKVb3NuOYyCUSy0XAEtM4z94hb9oSI8NXibppV0ylctQIY6cvXFI9c0YhQKdHT5VLCV4/sRZtvI7hvuIgIn216HNlzxqv5m+zRKxr9YGUDQ6hi+szJeFc0zS1XelxtfoawRQVPoIApgYsje6S+dceUPYVHr8TcjNFMZU9wP1bFFoWrb54Y2Ys238bPLxE2iUlE4mZcR450eUTqzGZcRW2fOwVFyiZUEeGrJbpOLZDu8U1EKrInaIGrLV+s3NUdnha7PxrpTlzBJlnNBZvAeCSPTfbS4steJaYYD1QW0WuI7CWLKV3NEbfIeCSPTbCaE6ZYNUdMifFIDbdoNTdsgtWcsEnM5019AtlcsQlWKthksTGxSVZzwSYwHsljyp6InghfVPaOumWPA1r2VBMuZ/Jkz6Mh2ASrOWETrOaETWI8ksMmWM0Jm2A1J2wS87mS7A0ZzRCbYKWCJ3seDcUtezGRPZvsRR+oLE24nGkm8WTPI1VsgtWcsAlWc8ImMR7JYROs5oRNsJoTNolpStzNs6eq6Ak2wUoFT/Y8GopN9oTaZlzX3bjyjD315gzKnoiesJsXUE/2PFLBJljNCZtgNSdsEuORHDbBak7YBKs5YZMYj+SwCVZzwiZZzQWbwHgkj7vPniZ6N24d2dOvSfNkzyoxHslhE6zmhE2wmhM2ifFIDptgNSdsgtWcsEmMR3LYBKs5YZOs5oJNYDySJ0b21EOVnaZcJXvGc/bUQ5W5w6frJlxT9niB8mTPIxVsgtWcsAlWc8ImMR7JYROs5oRNsJoTNonxSA6bYDUnbJLVXLAJjEfyJJQ9Uit7/Ccie5Go3gya4MxjxzzZ82gQNsFqTtgEqzlhkxiP5LAJVnPCJljNCZvEeCSHTbCaEzbJai7YBMYjeeLLXn5d2ZO7NaYfcaJ6Inr5+QpP9jxSxSZYzQmbYDUnbBLjkRw2wWpO2ASrOWGTGI/ksAlWc8ImWc0Fm8B4JE/MDRoie0TJHh1OZE+9G/eSS+CTF+SK7EWiehQ9iey5ZG/ChAkqQw8Pj5PHqZhs2+Hh4eHhceKImwmm7Ckc2ZOm3FrZ4z8S5pOI3iyBE2dxJkHLnm0lHh4eny8nI9nKkSwnuryHh4eHR2JM2VPNuII05dLhhDqyZ0reLM4oaNmzhQ49PDw+X05Gsl1ckkWSbTs8PDw8PBoPm+zpvnvxZc8RvXiyt2rDVuTs2It12w22kXW5WJWRg3Fzl2LWnNU4nl8cs9x/Eq+99ho+/fTTGEaMGIFPPvkEnTt3ti7T2OzffxRr1mzD4cP51umJWLNmB7bxmObkyHGtZfTopZyWY12mIezYkYdRo2Zh6tTFilGjZmPN2izrvB7/3rJ3IL8MF/9jFr755BQ8OWCVdR4Pj3gUl5Ri3aZt+HTKYnQaNBVv9RiPV7tOwOvdJuCt3lPwwaDp6Dp8Jvp9NgcjJi3AhFnpWLB0LbZuy1XL2vKsj917/fik11ZM/CwLew81LI9k2Vu0F88teQbXTb8IDyz5De5e/HPcPOsadFz3EY6UHrEukwxFRUWYM2cOZsyYoZg2bVoMM2fORCHlwbasR/OhXtm79FLKHv9RsieCl4Tsbdi8GeFwOIaamhoEQlUo9VdhY+Zu7Nx1GIsWZWL/wWMxy54oJaUhjJm4He93XIf8goB1nkRMnrIW02aswpgxZPQyDBgwBx06TEG7dqMpaAPw9NP90aZNB/zlLx1w++2v4cILH0Fa2jJrXokQuTOTdEKVmxeOHTumhM+2TGOzfv02HDpUoKRPj/P7AxSs/THz2di4cU/M8a2oCKOgIET5O6yELz19k3W5ZCj3FyB/wwRsXDAWXbqMwr79x6PrOX68EJ06jUT6tE9xfN0YlB3Ps+bxn8rJSDaJSxZJtu2wMXb5Hlz0UkT2vvDQOBwvTv37bRIqLUTe/CHIGfl3LOv/PLLHvI49Mz5A5rAXsL7fI5gz5APszt1pXTYesW97SA5bPs2RQYMGxWCbpznz3DsDcOtDvXDTIx/jtufG4u43ZuCxDgvxYp9VeGf4enSbtBVD0nZg4rLdmLcuD8s35WHZ+hxMmLMc7ft8Zs0zEdnbitHlrRwsTStUf7u9x7xHZzeJ9OUez8XVo69G65wnkB5eiozwBiwML0Kvo73xyxW/wi1Tb8HaA2utyyZCi97q1auxd+9e7NmzJwYZt2rVqkYTvgcXBuEb5IevXxF8vY7D1+0gfJ3y4PtwJ3xts+F7azN8/8qA76UV8D23GL6n5qplbHl5xBKVPR5ThRK+SN+9qOx925G92RzpZo8je+adMzbZE0IVlIlABTZn5cEfZKVeXoUlS3KwZ++RmOUbytZsitLIbGzYVIzc3SF+zrLOl4hx45aitDxS3v6jV+De5z7G6s376myLkLW7AP98Zyy++907rXklwpQ9Gdait2/fPgwePLjO/IlYuHChdXx9ZGVRunfux65dB9RwSYkfK1ZsQXb2vjrzunHLXnV1mKJYg+nT16F372l4//1RmDcvw7psfWwb3RqFax5Av47PY+rUFcjP9yMv7ygvLEdx5Egxli7LQsd2r+Hwir8i59M/wn9sjzUfG8nsq5zjObhm4sVos/Ax6/QTQS6emzZt4g+ENMWCBQvUhXLNmjVqmm2ZRLi352Qkm8QliySz/Il4vO+qaGTvCw+OQ9dpqX+/NQfXzEDmoEeRv3E8FmwpxtqjYSzazx8sPI/D1RWoOZKHUNZsLO92H2Z9Osiahw2bzNXHgAEDrHmZNPQ73pgMHDgQS5cuVchn2zzJcjK2p9vHU3D700Nx1+uzcf/7i9G683I832cNXh+6Ee3HZaH3jJ0YuiAPY5cdwOQ1hzB51UF8nJaLl3rMQY9PplrzjEdWTpESvIUzC9DxjU2YOymA2eNLMajzfnR/NzcifUdLrcu6qW9fBUIBPDLlEVyfcz2eCz+H+0L34dK5l+KGsTfg7ql34/apt+Nr/b+G/+n6P8g5kmPNw4bI26xZs7B8+XJef/OU3MlfEz1O5pk+fTp/8BdY8zJJtD2+gaXIOADMywXGZAJ9VgNtFwHPzwTuHwfcNhy4agDwgx7ANzoC57wP+P46wZqXRyziaXspe/NZzwha9iS616iyV0PKKXsVVTWYOmsZ5i9agxVrNmPxsg0YPGw6li5fH5NHPP45YB96zShA50kF6ERe6LkHpf4Q0hbswfBJe3D0aBVKS8LIP16NQaN3Yf3G1ERSInr7jlcgUBHGI/8agav/2B4rNuytsz1COn/9PfP6p/jGN35rzSsRWvbksyl6O3bsUL+a3fMnQr48Oq9UWLZsMzZs2InMzJ0UjRLMmLEcNTVh/lLbap3fxC17slxxcQW/+MX8FZiLCRNWYPz4dOuy9ZEx+ldqe8aN/Se6dhtOeRxNRqFPn5Ho3/9j/h2KwYNe4nr/idwp1yN/X/IXsPr2VWmwFLeNuw1/WP4HXDTlIkzIarwLyf79+9WvZKksd+3ahQMHDqhjLhdMGTd79mx1HtiWjYd7e05Gsv2KTBZJ5vbE4yCF/+Z3F+D5j9dGI3vfe2aydd762J02CG3bPsvz5ygpx++nhXHdwjAuGhfGio1bEB77KsIrhyA8uSPCpbmc928YN6i7NS83psDVR6qyl+y+aiq07C1evLhRZK++7bnvvvtw111/sk5rCH5/Gbp+PB2/e3k0nuq+HO0+26J4c/gmvPvpFiV8nSfmoOOEHLTl8LO9VuGBtnPwavepOJ5faM3TxpbsWNETyZsxpghTRx3D+KGHMHow67B2e9H9ne2YQOnbc6TEmo+mvn21/dB2nP3p2TgvfB7+K/Bf+PrQr2Pg0oE4VHgIhWWFOFR0CIt3LsalnS/FLb1vQag8ZM3HREf05Hhv374dO3fuxO7du5GTkxODjJNpMk96erpq1q1P+BJtj69vAdYdpOztpOxtAfoasvfAeODXlL2rBwI/pOz9t5a9e0dZ8/KIJSp7lDxT9hJH9vLzGyR7FVXVqKquoeRlYdbc1Zg8LR0fD5+O4WPS8MornWLyiMdv2uVhbn41Ru+uxsc7qvHqhEK82XUrNm8pgESXSkvDOHSoCocOVPFEDKFtlw3YlZfcLyhBmm2z8kpwvLgcY2ZtwpDJ61Dsr6qzPULa8m343QMdcN55t1vziodU8iJ78tktepmZmejatauax71cPBpaEUyZsgyLFq2jmM0ni3kxLMf69VnYvHmHdX4Tt+wJfn81y88Ly+JszJ27CQsWbERu7hFeFPYjIyMXK1fWL5HCqqER2cvf+wyWzW+DxbOfwNK0xzB/xosYNnwchg0bi2XpE5G7bSrWLRiCjNU5WJux3ZqXm/r21Vvz3sJP5vwEXcJd8FLxy/jR8B9hxe4V1nlTQY7npEmT1PrlV/CSJUvUX4nybd26FdnZ2WpYLrDyrD9bHjbc23Mykk3ikkWSuT3xGLNsN255Zz7yjpbimldnqcie797RmL/poHX+eBzNTMfaD27C7O4PY/ibf8HWkW0wMCsLj23x48GVh3B811yEu12E8JCfouK976A6dzrCxcvVMiuX1v/jJRWBayzZE/EycY+zzaPHp8KJLm9S3/fwL3/5i/p75521rSY33HBD9LOb8877H+t4N/kFRawvxuLe1yfjtSHr0XZUJsVvJR7ttAzP9FyFf328Ae+MzMS/Bq/D/e/NxKs9Z6F9/8lYsHSNNT83mVmRJlstem7JG9FvF4b22oaBXbegT4eN+Oj1tejxfuK84+2rUStHYfjy4Xhp7EvwLeS5VEPm+vDrbr9W0zbs2RAzf6G/EE+NfAqrd62OGW9DrkOyXqmPsvj9OHToEI4eParEbuPGjQr5LOMOHz6srl8y7/z585Xw2fLUJDr2vh6H4eu8D772u+BrlwPf25nwvbYOvpdXwff8EviemQ9f65nwPTQZvvvHwnf3SPh+N8Sal0cs4mnSjKtkT0TPLXuXGH325hiiJ58FLXvmwxnjNeOK6IVCVfAHq5FfGMKOXUewMmMbMjbtxt9feSUmj3jc03Uv1lLqphyqRr/5+RgxfhdKSiIyFgqFUVgYxpEjVdi/rxyrN/jRqV8OBn26DYcO+3HoiN+ap0nvvrORkX0cm3ccx/6jAeQdKsXOfcXI3p2PLTuPYvO2I1iXfQjpa3aiXY8puOXON3ihuc2aVzwefPBB/OMf/8A777yDt956C6+//jpl9xW89NJLeO655/DII4+gTZs21mVt6C+PbVoiBg+ehSFDpuOjj/pg794jGDduMZYt22id141b9vz+MIW1mEK3g8ejPGb8oUN+5l9MoVzJX4qbrfmZzOvxC7U9VUceZUXrUPIASg+9RIEvUPmWqz6CYRw4UoO9+0ool+uY9yZrfiaJ9tXQlUPx/wb8P9xafit+Ff4Vfh3+NS7ffzku7H8hcg7lWJdJBmkOmThxIvfvOKxYsUJdPOXiuHLlSgr3FFUm6RMjTbnSpCvTbfnYcG+PPc3GUyIWN/QEfzDXSbOfikiHIs48iZJN4pJFkrk98Xh60Fo8zp/58nlA2nYV2RPZe6T3yjrzJiL7k4exZeg9mDtlkvqh9WnbNgjn9kb54SkI7x1BhiO8sR0q1rRFefoLqMkciHA+r2fremDov+625mmi92P//v2t001SmTfReSviJREYQT6b49zD7vlOFvVds+6+O3Zf30jRM4dtfPWrX7WOd5O37xBeaD8GT3VZgM4TsvAqBU9E7+VB61WkTyJ8L/Rehr93moyMzJ34ZMwMbMzMtuZlsmlrQYzoieRNGHYYnw3ah1H9cyOS12UL+nbYhB4fZKDLe6vQ8a1lePefs6z5aeLtq6vfuRq+jjyHJpBMcoAsIx+TJ30YPH9wnWWSRa5L+pokP0hF6ETsBB3V08MighkZGaqc8+bNU9c5W56aRMfe10n6Be5WfQH3H9iPw45k5tM7CguL1AsN5MdwIBhQD6qurKAg/rbh2/mfhJY9JXlR2YvcpFEre/puXBG9Bsqe3KAhzbj+UDn2HypEzo5D2LQlD+s27cLmrH14+ZUPY/KIxz08GVZXhTFg9hEsX3ag7nrKKZXBMF7ptRu/fmkHHuuwD7c9twVt3t+B37ZeY83TpEOHMVi+6TAmzs/BiGmbMXDcWnQfsRztBy3CWz3m4IUPJuDBFwfjNw92xC/vfR/X/+qf+O///oU1Lzfr16/He++9p75IOkmZ5cn5EvqWZj6J7m3m/uvVq5eaV5ax5WVS34VTKCvkF2ZnBgp3r0OoNF+Ne/rJj9Cly2hKRza3ezSWJil6gil7Qe7vo0eDOHDAz4vDLn4Jq6PThJKSauTm5mPo0Llcz1jMmJG4gp7U9hq1PYGd95B7Eci9F6Fdf8CRLU/y1+QRNc2dJk5cxkpzGtLSEh/jePtq7ta5+HKPL+OcwDn4UvhL+EL4C4ovh7+Mltkt8fMBP8eBggN1lkuGRYsWYfLkyer4yrE2p0lEd+rUqZTVuap5TC6WMr+8rcCcLx7u7YlNO9HzBl74fTegZ8+nrCK3s+cNxnhn/qdmq6Fkk03ikkWSuT02dh8u5o+8ZXh+SAZ6zcrBi5+sxRceHK9k76uPTsTRwvp/xGnypjyC4L7eWN71t1jR7c/Y8smdqNnxEcLb3kd4y9sIb3qDsvcWwhmvI7ziOYSXt0K44HGE11yPWc//2JqnycmUPd28ao5zD8s85nypIMskwrZMPBJtzz333IPf/f53+PXtt0fHtWrVSv295OKL8eMf1x6Hb37zf6Kfv/TFL0U/10dmVi7+9v5ovDd8DTpQ7v4xcB3eHrEZXSbl4IPPNuHh96dj1LQV+HTyvKREb+vOSERPbsYQ0dORvE8peb175qLn2GI81jOMu3oWo+3wPLR9Zy3av56uRG/HniN18jOJt6/2HduHqzpcBd9Knkc5ZDPJIhTAD8fX1qdFgSI8s+QJzNw9I2b5RMj1Slof9I8DkbmDBw8q8RLx0/InLRZyPkl/Pc0Jyd6HOyl6eei1tDfajHsSt/S9BcePH1c/mEuKa0UvJKJXWYmq6mr47hhgzcsjFvG0aDOug5I9Ol1E9oxHr8zmTley5wif2YxrZmqTPWnCPV4QwOGjJdi7vwC78o5jW+4hZO84gJ27j+KfScre3R/tRUZNGD0WluDFHrvQe3oxuk04jk5jj+CjUWT4Yfz1rW24/rmd+MvACvyaX7A7+4dx4aNZuPb3y615mrz22meYs3w3JszPxpSF2zB6diY+Hr8W3T5ehLe7TcOLb3+K1i8NwoPP9MZtf34fF1/7JL7+9VuteZlIf6yOvTpiTsYcdaInk44cOaIuorKsLU9Noi+PsGvlZGwf9FMUTT8P/mXnYf+EP6Jw3We84LRFj95peOaZXlizuv6Im4mWPd1Xr6CgnL++Qli7djdFJVb2AoEaSk0J5szZoKJ7H344wpqnZujbEdkr3fIblGSSzXfAv/kXOJDxYFT2JN8qSn9paQUvOMVIT8/khWY1Bg2aZM1TE29f/eTdn8D3gQ8tB7WEbwEvmNIkUkwm+3DmgDNx2s9PwztT36mznFAWLLOO14jIycXKPV76xcgxll/P8tBLaQIR5IIp/fjk4ioXU/dyJu7tiZtm22QvEvGLcbudPXGD7ylOST7ZJC5ZJJnbY0OacO/uulQJnonInvDx/O3W5WxkD7sN4fIBCB9qh3DOy+QlhNc9ifDKRxBeej/Ci+5BeP4fEZ59J8JTOe+y8xEuvhU1q/8Hi17+hjVPk5Mle27pkr/xZE+uJ3p8Kug8NFocG5JffdesOwzRu/baa2Om/d///Z/6+81vfjNm/LnnnBMzXB9Lec37e+dJ6DExE28P34wO47PRc8pWvNp7Ltr2mYJ/tBuEDZnJRfRF9FanF6pmWZG8Uf0ikbw33t6Al8aGMTw9jE15EeTzXR3z8NRzaUr0lq5NfP4m2lfb9m7Dj//1Y/im81ySqN6bPrzc/+WY17M9Pudx/HHFH3Dz7Juwel8kOl4fIntyLZJ1C/JZ7rrVwqdFT6aZonfCsvfuVhXR6720F9L5n8heQUEh7r//fis1Inu/7mvNyyOWlGRP3p6hhc8d2TPfAeiWPRG94tIQjhwX2StVkT0Rvt178yl6R5C3v5Cy1z4mj3j88a08bGSef+x+GG267cOYpQEMWxFCjwUBtJ3ix99HleLJQX48+WkY134UxmXvVON7P09Hi2+2xavvb7bmafLyKwMwZk4W1mzZHy2/SEVhYZWKXO3YcRwbNuwn+/D3N4biWxfch6997VprXib/+te/sHz/cjw16ak6dyTWx6uvvmrNU6O/PLZp2ekTsavDmTg45DwcGf8rlC+6AOHNX6ccsfKadhs+bHM3ZlM0bMsmQsueNJ1L5K6wML7syTwS+duwYa9q5u3YcYQ1T83Qf0Rkr3DFTShMuxaFU65CyYSLsX/i7TGyJwQC1RSmUmzevBerV2/D0KFzrHlq4u2rhVsXIj07HdMypuE73b8D3yFeOI+QHj68MvIVrN6xGruP7K6zXPa+bNzW+bY6400kmmcbL7+W5c7rsWPHKtmTSlPEUPr2yQVT+nXKZ9uyGvf2xE022bOKnUUA60k2iUsWSeb22PjH0Ax0mLQ1ZtykVXuisnf5y7NjpiViSq9XkdXuUoTXPoxw9tMIr3kA4cW/R3guxW7GzQhPvgbhcZchPOonCA/9PwRHXobS8TciPOgbWPbsf1nzNDEFzjbdJJV5E33HbYh86QieOSznmJxrenwqyDKJsC0Tj0Tb85vf/CZm+Morr4wZ/u53v4vzzz8/Zpxw1lln1hlXH9Pnr0LbQQvQYVwmekzNQbtPFmHM9CUoKi7B/oOHVYTdtpybD15NR7d3cmuba7tuRacOWRDRm7o6jLwjxWjbMR0/u3+4+jt1dTF+9tImzJifhW5DEp+/9R37VVtW4b///t/wvebDY50fi46Xsr8862VckHYB3g6/g6f8T+GKsVcg53BOzPI2RPbkXDGRH6Vmc6581nfhmowZM8aapybR9vheW0+hPKRk78lxbXBLn1vUu/JVRC8QUNtUUVnBerEK1TU1YC0A3696W/PyiEXL3gJKnqCEL98te/JuXA6ohyrr6F4SshesqFKPWykNlKvn3xWWhJBfGKD0leLA4WLsO1CohG//4VK88spHMXnE4/dv7cHi0jCue2kndhyvxqYD5ciqqsG43WG8k1aDBwZW46a2Vbjg6SC+ced+nPXjNfjWj5bg/31/DsZO2WPN0+Tpp/th6OQNWJqRhyOHQ8jNLcGWLflYu+YABWkXT/osXiw3YMrkjWjzQn98/Tu/w1e/Wr/sffjhh9GTNhWkj0L79olFONGXZ/bfvo0dr38Ju1bPVMNH145GeNNXEc7/BvwLvoaqpV9BcNaVyE/7DQ4tH1xn+Xhs3pwXFTmJ3MnNGcXF1Vi3Lo/jYmVPon67duWraRs37kWnTvXJ3pVqe46PuQjHh/8Ex0f8BAXDvo+8UbfUiewVFoaY93HmK3nvpuylWfPU1Hfh9Af8uL377fAtZUW8j6T78O1Xv420jDQEQ7XSVlxajLnr5+L7z38ff+z8x+j4VJDzQS6i0qwvf6W/nqA/iwTKYw1sy2rc2xM32WTPGu2LNOWmInvujsCpIMncHjeZe/LxzMcZmLfxQJ1pcjeuFr4124/UmW5DKoslaTMw/L3HsLnz5RS93yG84NcIT6fQTbwK4dE/Rs2gbyLc/+vY0Oe/sThrGNbtno28fudhxoPftOZp0pxlz417mc+TRNvzq1/xR6kxfNlll0Y/f+9731N/v/GNb0THaVq2bFlnXH0EAkEMm7QY3cavR9+pmeg3Zr56gLJt3kS0fSXSYiOPVnnvlfno+UEG2g4vVlE8uVZp0du0KU/97Tk8HW3H5uGxZ9Lx7svTrXlqkjn201dMR+vOrVnHFkbHfTDvA5w540xcEL4APwn/RPGdwHdw1eirsPf43pjl3Yjs6euRIFE9M6In6GFT+GRe+aFqy1OTaHt8L69UrR1y06J0bSouKkapv7RW9Coq1I9EJXrcr5J8v+hhzcsjFrvs5cfK3vkXX1w3skfS4sjeJkf2SgMV8AcrlOwJInsFhUEczZebJfjL6XAh8vbl87PIXnKRvT99lIf2iwN4vMdh7OU6RmaVo8fyKvx9Qhi/61iFK5714xt/LMCZV+yA77tr0OIbbfGdC5bh8lsWYfPWfGueJn95vAN6jFiGGQuzcGC/RLCOYsWKvViwYAdP5kxWwGspFMswYvhyPNC6C774jV/iK1+pX/akD555C7t+IKX02TLRD640b2mXZW15ahJ9ebb8zYelr12B44f2oaTgKLYNvRvhRV9E1qAb0LYtpa/g6whvIFu+juJZX8W+lWOt+bhZvnwbRVSaUEtY7mJKSSGlqwArV+ZyeuSLKEjUT5pwc3MLkJNzFDt25KNbt3pk7+8/VttzeMB3cXjg9xRH+v8Pdn18LXbmRmRPRE9uBDnAHwy5udyubYcVQ4fOt+apSebC2XNqT/g+YkW8yWGcD2c9dhae7PMkek/sjZ4Te+LBXg/C95AP37j/G8jem23NJxmk47FEWiSCJxdKfdGUqJ7cxGFbxsS9PXFTirJ3Q8/YsYmSTeK0yJjY5pNkbo+bvnO245nBGdh/rKTOtBeGrI3K3h9Ymbqn18ecyeOx4NUfITzjhojofXoBqj9thdLp/0J41M/QadCZuPToL3F56R/wWv+z8enTiSO4gt7W5iB78qOhMaXOFEUT27z1kWh7br31lpjhCy+8UP393vf+Nzru61//f7zufjk6fMYZqYueZubC1eg5fg36T92IcTOXWuepj64fLlVNuJIOs95o//oa3NWxGFM31f7oleiekr27eqLn2E1KBFvdPBg5x/3WPDWpHnth8JLB8L3iQ4spLSL9+KRbyhEOL+LwIB+u7ni1dTmNXJO06InMmaKnm+/dwqfnHz16tDVPTaLtkQclHzt+rDay1/cWlAXKEArWip403cr+1Mn3s27WvDxi0bInkqdkryAiezHvxlWyxwvzzKPHHOGLyJ6K7HHheJE9eYBygLLnD1L2/I7sFUdk7whPcInuSXPu4aP+pCN7f+qQhz/33I9hS4sxtyCM9uvCaPNpBR4ZUo3bP6zAT9qU4uybDsB3IWXvh5locX5bfPm8hXjgyVUoK6s/JH/vX9rjrW7TMGLCWuzYVsiTOA/z52/DtGmbMWbMGsrEUvTrNxcD+s/HH+9vizO/cn1Ssid33a5bt069bkaa7pJB5pVlZFlbnppEX57pfz4Hpa/6MPeNa7HyvQtwuNuZyOh1O4oO78HRUV+Ef8I3kL92FPKX9UT51C9h+6f3IeAvtuZlInfujh27KIYxYxZy/NLoxU1u3JC3ahw5EuCFwU+BpdznFdcve60jsnegxzeiHOr2Vezsczll76iaJs23x3kOHT7MHw37RTSPKxpD9g4eP4ifPv9T+AbwAin9YCTKJ31iepEOpAd534dzHz4XaWsTRxKTQS6a0vQhwiePLRDRk1/StnnduLcnbjoJkT0tM4JtuiDJ3B4TedSKyd6jteflsEU7o6KnEfnbTvk386iPudMnYWvr71D2LkL1wO9gS9eRyOU1Zdvw/Ujv8CXct/v/cPehi9D/Xz4M79XFmodJKgKXyrypVvgnKmM2JC93n72mkL3rr78+ZvhHP/phzLCN0047zTo+GWYvWo2BUzMwdOZGTJjVMNkTxo7finavzFXRPUl3tc2Lkb3i4rASvZf4wyTviPTdK8ZPLu+KLcfKrPlpEu2rldtX4slPnkR+cWwgY92udRixbARu63AbfFN4ngXINB/+/unfWXcOw4jlia/B+rVo8oNB+utJIEL668lx11Inn2WcTJN5dCuFRAVteWoSbY+vzRwV0eu9tLfqs3drn1tURM/WX0+Q5Lul/u+lR93IXkT4pBk3cjeueJ7v/IsisjeLBj/bie5FI3ufs+xd9PR23N3xANK2lWM1ZW/KjjAGpFej4+QQXh/mx/3vHMHPnt6LGx/Zgevu2YCf3rEc512ahg+7ZlrzcyOvQHvunU/Rf1g6MtYe5gmcg4kTN2HUqNUUsHT06pWGDh2molPH6bjtj2/gtC9cSdm7xpqXyYsvvqgujo8++qi6wF900UUJOffcc9WzpmQZWdaWpybhxWDKCMx98rvY8aIPq14+H+vGfgB/UeTCkNf1HOR9dhd/NQVQVlKIzZ2/iW1DrkPJ8cN18kkWaUqV5x2q46+adiv4yy9IKQuox6/s2+evX/Ye+z+1PYc6fjnK4fZnI7f7j6OyJ1G9/PyA6q8nN2js3ZtPkZQ7fhdY89QkW2muzlqN7z/5ffja8iI5mojszSUTyQc+fOf576imE9uyDUHuwhbJE+RCKs0WtvncuLcnboone43QZ88mcRo5123jNZLM7dHInYANxZZfIoa//RBqBp+P8JBvYP7TrOA6hjHmiSCKX/o6wl1bIvThWej2l58iN1ei1vY8NFrgUqEpZK8p0LKnIzsnEjmMtz033HhDnXHCt7/9bet4IRXRE3EoKytTN0dJREr6nY2ZsQSj5m7CmAWZGD5pgRovEXfpQhOvv208VuwoQOf3l6go3/C0PPScWhyVvfRNHB6+SYme3KjxUs9NeOmf06z5mCQ69nJn6s3v3oxL/3kpFm1apH6o5vP6Ln8HzBqAL77zRfg28jzb60PLD1oiZ1/9/fUE2X7dyiD9iKUMcuzlmMuwIJ9lnEyTYZFD+cEqd8/a8tQk2h7fI1PUsem1tBfajH8St/a9FeUV5ajitUL6r9eEa9SyZvLd1Mmal0csUdnj/o3KHo+z0GDZizbj+il60pQrffYoewXFtbInN2oo2dtXkFIz7n/dug7P9z+EcI3zi4l/g5SK/KMh7Ntdgp05+di84RBWLMvD/LQdmDU9G794YBFmz91nzc/N5Ze/gAef6on3PhyD5ctyMHXqGowenY4hQ+aid+/p6NJlPNq1G4V2bT/FNTe0ge+0H1LMLrPmZTJixAj1KBV57227du1UE618oTRy0ZH+Wdu2bVMdYd944w31cGVZRpa15alJ9OWRi1vRscMoOrgTxS6JW/na/2B3p29h+7rl2LlhOba91RIbevwKpYX1N3fHIytrPyoqavhZZK9GyZ7cuJGK7PV58lasfelcrHv5XGRoXmiJlW/9H3J3RWRP+uoVFPBc4g+FppA9Qe50e6TzI/jiPV/E2U+ejbP/fDa+9di38M9B/0ROXnIXzVSQR66MHz++3ouliXt74iZrFE/E7gbEtNg24G5cm8QliyRzezQ2iUsWW36JyN2xHWOfvhilH50D/0eX48iobjj6/q8RptSXvuLDoPt+hPlz09R3yba8iU3m6uNUlD2p6Bt6o4dwsrZHnq0o11r5cSWtJsuWLUPHgZMwcNwCdB0+B32GTlPPwpTHX0l3GvkuJvvDy2T8jB1447Xl6iYMie4Vi+ytzsMVP+uJTZS9nmnF+OoVPTFtXd2+qG7q21dZeVk478Hz4Hvchys+uAJ3dLoDF711kfpRqh62LI9kGeLDg90fVH2SbXnYkG0XgZMfn1IGid7ZkGkyjzxLVPra2fIySbQ9vr+MQQmPkQi5Em1puq2sUqIndb0t+W7saM3LIxZT9hYmlr2qqOzN4UmQxhnkycu6z55cCDW2R69Uk4pquTM3jECoBqWBahSWUgRYYReXVqvInplHPL5y80pMW1FSJ/+KYBWOHy5F7raj2LB2LxYvzKHobWTluRY//dVcrsdvzc/NRRc9gvPO+5N6K8YFF9xL7sYPf3gXuR3f//7t+N//vV1NE/7rv67FV75yBcf90pqXG7n7sl+/fipSZyap9OQiJL8opc+e9NN77bXX1LyyjC0vE/3lsU1LRPqQd3H8DR/W/v2bWPvY2Tjyqg8rx/awzpss2dkie5FHsshffbeu3KQhwnfkSAjdu4+os5zJ/txtGNvlVczo8yam944ws+/bmNL9VezOO662VZpx/fwxIdJ3/HgAhw4VK+n75JP51jw1Dd1XzRX39sRNVtmT0awIouNT768nyS1wqSDJ3B6NTeKSxZZffeRkZ2PI+y/ik8cvw2cP/g8mPnoehjzwv+j16hP84bhMVT625WzI9zZVbPmYNIfzVsTOhm3e+jhZ2yPiph95JDInP67nLlqFsdMWYl76WmRmblEiKM/EFNmR67JIhy2vZPjHG0twxf3p6tl6cgeuNN1KRE9Er/3IjdZl3CSzr1ZlrcJPX/spfG9HxM43g0j3kzTSzYdL/34ptu/dbl02ESJvujlXRN/9XdPRPmm6lXltebhJtD2+Pw2H786P1bPzFL/uB9+v+sD3y17w/bwHfD/rDt8tXeG7uYuK6Ino+W5Izh3+0xFP28e/Cx3ZU8JHjxNqZU/67HFAJE+JHpFOfSJ7eY7syRdCs2TlZnTu1hNdewxWdOkR+dyle081vpNDx66kCz/z79///nZMHvH4+s3z8YPWW3F762z8SrGFw5vxg8cy8IMHVuAHd4/AD35LfjkC3//BCJxPHv3bCmteJ4O1a9cqkdNNdiNHjsSwYcNUHz35hd+7d2/KUHc8++yzal5bHjYk2cYnoqQwH9M6PInMp05HxtPnYE7Pl1FccNw6b7LMmbMGH388B8OHpymGDUvDkCERZPyQIXPUg6tty9bHgbw85jcf48Yt4b5Lq8OAAfO5H2dYlzVpyL5qzpjb404xb8eIEhvNi5knlfZbJ9kkLlkkmduicVcqqWDLL1mkkpe3A8jNMSIC0n/INt/JIN6+OlU52dsj4icSL39tw41Fz36ZePmNhWjVqitaXd4VL74yzTpfIpLZVweOHsD7n76P/3v2/9Dy6ZZo+UxLfOnxL6FNjzbYdWCXdZlkEImTvnjSRKuRKJ6gby6TQIVt2Xgksz0ejYtV9nh905E9eepKVPYiUb18FdWTJtx4sufh4XFyOBlJP7SzIUiybYeHh4eHR+MRI3ta+OhwEtkrFdnTD1UW85OInm6+FeTpy1r25NeQh4fHyeVkJJvEJYsk23Z4eHh4eDQepuwtMmWP1JE91XSrZY8zCvJiXU/2PDyaBycj2SQuWSTZtsPDw8PDo/HQsieiJyymvy1ysMqeRPNE8uY5aNmTvg4eHh4nl5ORbBKXLJJs2+Hh4eHh0XhEZa+4OCp8CpG96mp869JL4fs2/xHZkwfw6RfoCqbs2V715eHh8flyMpJN4pJFkm07PDw8PDwaDzOyt5jCp5DPRGRPPC8iexxQD+KTNl5D+OS5LZ7seXg0D05GsklcskiybYeHh4eHR+OhZU8LXjplT+GWPRlwi54pe/I8Ig8Pj5PLyUi2B3gmiyTbdnh4eHh4NB7iafvpayJ3URzhqyt7nCh3cqjXbTho2ZPn7cjrZTw8PE4eJyPZJC5ZJNm2w8PDw8PjxBHREz+zyd4SgbLnd8ueFj39nBa37Alum/Tw8Pj8OBWTbTs8PDw8PE4c7WZK9vgDWyJ5Inha9JbGkz1BOvjpz1r2hg8f7uHh4eHh4eHh0YyQpGVPiZ4jeZo6sqdv1Y0KX2Gh6vCnZe9vf/ubh4eHh4eHh4dHM0BeAemWPVP0EsqeFj15Potb9rzkJS95yUte8pKXvJRakn7MImeHDx9W7+UuomuZFFPM3NjG67568l5jm+zVG9nTt+ya0ufJnpe85CUveclLXvLSiaWmlr0DzN+UvGUOdWRPOvZp4dPS58mel7zkJS95yUte8tKJpc9D9rTgaZYTq+zpW3a18Hmy5yUveclLXvKSl7x0YulzkT1OE5Y7rCAxsicD6lZdYgqfJ3te8pKXvHRqJv10fakYpKIRQrymy7C8PD0YDJ7SyLacTPRL6KUslZWVapzsYz2cqKz6WJxM9DnhkRzx3hKUbJI8mlL2DjJ/ieSZoieUuWVP2nh15z795GXp8OfJnpe85CUvnXpJXpAu0iGI9BUWFio5kcpCKiotK6cqpkydDHSFLxWvIPtV9nM161OplM15baLlHvd5Y4qMR/3o422SSpI8mlr2VnC6CJ8WvZXEKnum8Ame7HnJS17y0qmZPvjgA3z00Ud488038eGHH6rhdu3a4b333kP79u3Rtm3bUxrZlpOJlOGdd95R+/P999/Hu+++i7feekt9FtH2ZO/fi1NC9hzJ06JnlT3pzKeFT0ufvH7Dkz0veclLXjr1koiIVOoSaZLonqSamhpUVVWpYRnvcWLoJBW/7Fv5KyIt0zzZ+/fClDxNKknyqE/2JDIsUWv5K8Opyp4WPM0qzmeVPbfwSYc/T/a85CUveenUSxJpCofDzhCU5OkKSv7KsEfD0bInMif7U+9rifiJTHmy9++FFjyTVJLkkUj2tOhdSifTwtcQ2Vvloo7sSYc+fSeHFj9P9rzkJS956dRMIh1aQERMpHISSRH5kPESiTqV0dG1k4VU3jrJsOxT+SvNuO4+hTbRco/7vNES45EcbtETUkmSRzzZE3mTc+a73/0urrnmGtx8881qWManInum5K12sMqeEj5m5smel7zkJS+d2kkie1IpiBhJkspGZE8qevnrlieP1BCxk/0oSZrFtUC//fbbah97svfvRVPJnil6rSh6995zD17+xz/w9DNPRyN8ycjeIeavBU+zhtSRPdWpjxnpuzkET/a85CUveenUTHITgSSp2HWET9+ZK0lE5VRGtuVkIpW3LodInlTAIoAi2aboebL370FTyJ4pej//2c9w31/+gheefx5t33sPXbt2Rb/+/esIX0LZ4/g1LmJkTwakrde8k0OifJ7seclLXvLSqZmkOVGLkcieSInIiCZYFUBlqBgVVeVigRAFrKwIIVgToAkCQVBiSmpQE65AeYUf0kMtHOQ//FDNmVndobSSA+FK1mRcpjKMmnJKZYiLV1CGqo6pcZJZJecNcNbKIOerlkhjOfzhAoSCXFFlDYIB5lHFeQMl4BxSM6K4JohARTmKAkdRwWX95WXSXopqrkvctSjEcnFlNcEa5s5pzMpfVsTysHBBlq7cz82q5jzFAFdZWFWKMPOpCgdQU+lHfriU83KVsmyNn9vCP9zWUDk/BGpQHipFqLIEfi4bDvpZhogkq21kgdzSKcInw9J8nozsHSwrgD8U5HISZQ2gOFiG8HHmXcJxfml2L8Cx8qNcn9zswS31s7yBcu4r2f9lyC85jlLuk0B5EcLc58FAFUqLuR2hSgQ4f7CqDCVlx1FUWYZyHjcZLi4tUMeHe5XzFHPLS9Sdw1UhEVc/CuRvGfdZRTgqOQ2loroEFWXlLE8x8quruNoqHC3iQaIjBXGQ59thVAVLUc6DEvBzfTU8ltVctrKC2xNGURVliOdmTWk+gmUhlPGwFJfk8xhxnwb8LCOPEU/dGjm8ctz5ubo8hFIerypubxnXWOjndpbxXOA5Wsp5KsqK5TThMeAx5X7lijm9CFX8KOdIRTnPpSp+T0JVdbenCWRPRO7Pf/4zHn30Ubz88svo1LEjhg0biunTpmPx4sWK2bNnq/mSkT236K0lVtkzhU9kT9qAPdnzkpe85KVTL5myJyKiZU+G5W+girIkFb+/AMFKVoHVAezu1Aq+0304vcUX4WvREj7fE5jFijDEGrqqkpUeK8RqiglzZM1YhEqOCFB8iihWU9uciRt654K+pCq2kNSllLVAsJBCUoAS1rB+Spb0dCuLeBYrYZEwSg51MCBrkYqWIjP58a/gxg5bKIKcj/PIeuQzKDalrLjDNdQVKbyIKicVshKvkQpbrZOzcnOmP3EWWpz9BCbWUOYolVQu8Uo1fxlnLqU1VVLiZLicAhomZRxHxeRKOVLqcu4TkdSKylJuP7WwhoWgGRylLOl921DZ40YhrbUPLVv4uM/PwFm+M+A7i59btsSZvrPge2ws8y1FBeWtlAWXRSqCBeInSo4DQa63phSF3CdFlBvZBhaDE1nwisidnaiuVEIX4n6f+pAPV3TMVPuopJQCKDIYoBJRNku5TBXPB/qWkucQxVtLTkMJif+X8SdDqBCTn/oazvXxvPKdxvPqLJzh+zk6baai8zgWUq6l3CVFFDEeN5HNwvIKFBSFKYw817idclR4oqKEZRcRkx8plfwxUF5ejCP8XF7GY8mTSQS/OkT8LANlXc6xyvLjFHZOK5UTk5JGoS0Pl+EgTxL53REOBJUIyrkZCHJf+Zk3C+TenqaQPR3Zq49kI3vSbKslTxNwy57u1KelT/Bkz0te8pKXTs0ksieVlk32FNUUkepy5VDBcA7aX+/DF3wvYDzHV7DCRxVr6xlP45k0GkCQSOyPlW0ZLUiErpoVcE2YlbVE+5jL9Kd9uLpPDoqqj6G4giMpgWEuUyFCyewC5SWsWUUqOTuzDlUVyGIUDTEMygetS6IussC8J324tk8218tByl0VJUtQUThKT1mYGXC+GsqkROvK5zyJs6/viB1SeTMLKa2K9Eh9XM4SV3PdlLQQK/ywnyOD5Rzk8pw5JEIqoUPW/KEaTuN8InzB6lIlpuHqYtDtQCeiGBDWi8FgfnQ/NlT2yihBEmEs5WfxhqlPUYaemML9F1DRrqO0uuIiCplEEimf5dzRFYX5KGFBCiiv+dxvodBxtaHFAUoK7ao6cBxVpREhrKgsi0gT55XtnPqID7/olYcySnJJUSmFWEQsIkR+Od48FiEeHJGhEuZrik5DKPEXoqzsGIKUsoltKJo91wMFhSiqDGNdtyv4Q+JKtNtOUQ/7VVkqKFrVFWUIUNzlGNVQrnnUUVFWiFL+CBCx565REb0q+ZVQXI1iFrtMotMcrKLoyY8WcftA+CjnKQBPZW4U929lPlTAmkLLsw4FJTymFSWoDBShLEBZrOCx5Coqy3k8uc/CFFD39jSF7JlomTOxjY8ne4eZvyl6GQ51ZM/s1Kelz5M9L3nJS146NZP02TNFRP5GRY+w6mOFR49gRZnT/XKcfVMHbFHmx0qPNaY0LfqrJOJFGeDfskpWeChBQTkrSrEgVrYVYhGUo2oul/b0F3FLh62cp1RFy6QuDAYpWuEQKiVSxopYNYVKm6IYRoiVqozmstWhGlSXRwQqwHGT2pyHG7rtjFgbKaIkllcWoZRlkchTVZAfmG9VpcTralA063H4buqPjeWl8Fccp9SWobqY62b5ilm4kKxQCR1QIs16HF8iUcRSbhc3WASIA2pd5f4ilFdTGiqk8VmS7DdpypZ9xvLLPpLNdvZjQ2WviJIpkUZxammGHfVMS5zx6AQVcQxQ1CoCZTgm8iFN5VVFkaZMzhcMVSkprQoFlRxJE2+5P8RjREkqYRmZZ1kZRbvikNrVFZTFIMVrHAX6ym5bUMVNqKGslpX6OU8AR7iRFTimokdS/oLAIYTL/DGi0xAQyOf6ua95ns19/jTc2mGjamaVcqNqN7pd58NVnTdyg44jWMWj6Beb5h6mnJf7K1UzPgrlgPBU8x9RzbJybhZUFnMbjnC0CGVEWiXgKk3G5bQ/icAWVfI8kB8JtMAj/v3Mk/NR4iorC1HC6ZJRKc852fllXH8Jj62IofwYkOiylMW9PaeC7GnBE9bxeAoBnpcxsqfbeKWDnyDCJ2FBT/a85CUveenUS27Zk8pJC0qECgRY8YaCg/G07zQ8PKks0i9O2t+qypSISE8+6QNWwIqwfHsHtPJJkyORv5TDXNa/lWWRJsHpz/hwRY8tCEj4RepTVvI7O12Ds3znkLNxNpd5YppEbGbgYd/P0HVjNapqyulfrM03dMKNvocwuTqM8pJyTHvCh1t6bEaZvwRV0gdvR2/84rTTcYY0efpaosWvPsE6cdXSI5jIeX3S7HmWDy3l79PzKGZhzH7Wh8u7bGMpItEaEY9dva6CryXnI6ezPKc9s0AJnjSVVmAzPrzuLLwycRd63ihRzi/Cd+4t6LiNwltGKeT+kP51fopgmJWu3o8Nlb1gwQEK5nGaLPOirIx76ito8cSnCMqOD5Zwn5aqvmsVdNBN3a7kfj+d2+fDGWf7cM4Tc0EXRXG4SEmKNPVldvuZ2jYFj+dprSdGJIjHtIjTZz16Nq7tkYP8UAnKSo4As56GT/anaq6/Ee2zxODpWxQm6Wppik5DEImlh/J0KldRy+v7bKZ88ZgHuA/KN6Djzafj6i4blLCHtw7GT1VzNrdPjuHN3bGTxyXA/SlNzkWBw5j8cAucy+ktzzgHvlvewtxurdDy4bmoLKb8yJlKcc3rfE3k+J5xFrkFfbezAPILoaIGoQn/4LRzI/vQ9yu038ZychKCxyi8Req3QHmgGGW04QClz709btETUkmSR1PK3hHmryTPYH0i2VMwM4nwebLnJS95yUunZhLZkwpJRESab+WzKSes/1BTHELNtKfgO/uvmFgTVlG+wlJWEJKBBLIoEsVVNSitLMKOnn9Dn0w/qihkFdiCvjezUn08HeHSII4y75lP+3BN1y2sMCXiB6ztchFO8z2LsaJz0jlqS1f0nSuRtUl4xncDemwTz2I5qsrh394dt57zOMZyfdJpfz4F7tq+m1EcYCGClVjX62n05vxSpAqsQfef+vC1NjNZgwZRIX2upv8VLa/phd0sW6lsREUBprdhebpkIyzNfuEAtvS4hVLTBtNlGbVhB9Djem7D0xMiEbby9ehxNQXwrFvRJatS3dAxh3n4ru2FrRQmEbIyZn2UeZVye05U9g4FAyq/spJ8VPoLKHtc1xOzECo7jgJaSIjSXErT29b3l2jha42F4H6nlOaHtqPbNZz3qQksM2U4WI193e/itj2MCRR16X/nR6aKnLV4bCrzoi0WVmL242fhtl65YucozeqEG3zXoUduJYpY7rLpPdA3h/OVsDyBCoQpaKboNIQy/ieRxSrml/bkObi+13aUlXF/+Cu5ji1oz/I9M02iaeVY3fNRdN8sxy3Aom5Fz5+ejrOfmM5zlsJHCZv25OkUwI7YWhDpfxiYSFGl/PqensXzg/uxjN7y0cU482edkR0q5PGoRuUCzuN7EBNDpShf34kyeRV67qZbl/K4TeqEXlv88PNErwkdR5GEVrn6mgqWj2ellNG9PabkaVJJkkeTyh7Lo6N5InnCBrfsSZuu2aFPEOmTsKAne17ykpe8dOolkQ5dKdlkT+50LA0eZk36AmXib5hafkxVkqzyUebnfKzwQqEC1cXOHzjGOpUmUF2FYmnHpCRWTn4ZvlZtkcPpRVUlSHvhbPyqU7a6KxQ1M/Gs70v424wyBMsDSgDzWY1ytQhXTUTrc36Oj7YfR8BfjnBlFQI7O+CG0/+G+VJwzjeGsndDx50oE2uUqExNieorx81QEZjglMfhu74jNobzVfkw83mcc2NPbKEYygbI3cDzHjoD13ffg4D0EwwswGNn/AK9dlejLEhB4iIBSkMo531cefrjmFFRxI3ejY6tfLi6d666C7kixP2xrSd+ccbzmCk3SlRIv7iQurtTyniisheQfmM1AdW0KX0KZz5EgXt6nuoHmV9cxGNQiGBoHB45/Wfovr4QhRST40EuF8qnHPfAjb5nMJFFqQik4TGKW89NZSgpprGUHFP9G2uy++DqFg9jGpfz15RiUpszcFOnjbQO7u9N7+GKMx7HoiLKAI9BtQi6dK4U4anmuRFqhGZcf43qO1geLsXMx8/AJb0zUcmySd/H6S+egzNOfxGLKHdy13dZdZH0kuT+k/n542TKo2jR6iNk8Rj5/dwHLa9Fz20sHM+lwuBx1dw69fGWaPHURLF0VFbMxt98t6Brjtx0coj7QPpVbkLbW89A68k8JzZ0wfWnP4HZfoouKG48n+U0ln6bZVVlCEiTfSnPd0qudDlQN3G4tkd/l0xSSZJHU8ueFjyTOrJntvVqPNnzkpe85KVTM7llTyobLSYKeT4FXQpTnoXv3JcwrYoixPqroPIIDaIqcuMDJ9eEmAcrQpGqXb1/Dt9plBLfaTj7tDPR8ur+2Mp8QUmc8bwPrTqvVjcDFKU9jC/6WmMml5GmPGkkrZG+cpQm1EzGQ76b0S+T4+kXhZxWvq0Hbm3xItLkDlmWbcqTZ+JnXXegqky0LIj88iA29ros0kR5pg8tWrTA2Tf1RDbXhWIaRdqT8F3THtncniDHVeI4Zj7aEj/tv0O6CqKK5fGd8SCmlQFHA0cRlv5hsnFVi/Dk2dfiw82ynVnocv25+FsaZaf6AKqZTyCrI6Xql+jDsoISKzcPSBUvTeAnKnuq7yHlrJyeGUIRpj/8RbRsPVftb+mfKHe1+Cfy2JzxMGYFwghVcS9yPxSEClEVnI7nfFegC8tdNfFRitNTmC5SXCFSEkJQbs8tns39fB0+yOGRo7xMfJYi230HSsvzyW50v5n78rQv4JkpNSiWfcR5iipEKOTOY7nTta7wpEIRD0R5eSWqwiFMf6IlfC1Ow+m+lji9hQ+nXd4V26QDIssqTcxyp/f2zjfiyzyvWvh4fM9h2W7ti708XYozO6PVmQ9hokTrWE5ptq0MhbGt9004/fE0VAaPoWTyM6p5toXc7XvO2Tw/z1HDX/K1wNNp9P+K9ehwHfM83YdHZlWivDSMmooCdV7JzUMSTfaHDvHcDaroHueosz2m5GlSSZJHU8qeRNdF7jYabCJBLXvfcmTPbOfVoUAxRU/2vOQlL3np1Eum7ImESGUjUiLD8rekhtNQirKt7+E630/RM4tSoJ7lJg9CKVOPpSipzmcFW4Nj1dPxd1ae0qS5k5JUI/o29XH4buyO7CArL+Y5+/kv4Wedt1BKWCnPeIKV+0OYrO4GEHlhgcLlrFArWd9MweOnX4tuWTUIhrg+iU5l98cvW7yAOXJ3bSCIWU+fhivbr2FZRQgm4akzz4Xvsu7IrAkqEUHaU/Dd9CG2lgQoi6xIJ92NlizLbpE9ypWEj2Y/7sNP++agiOusmfEMy/MEplIwqFoIs7IvozDkYyQeO60VOm7xIxDYjk7XnIXnpwTUHZ+lNUUIbfsIV/l+gc6yb+QGDbkzlOWVu4D1vtUyIEIt+zVZ2ZMIVSBUhhCFtjpUgmmPnQHfM/NQUM5xgXJ1I0zppGdwRsvWGB+iGAbkHhKRy2oUVc7CA6f/BJ0zjyE8vQ3F+gVMLmfe/mIewwoeN5HCEWh92hXolcljXFaKWY+fg6s7raV8hyg3PA7cj/4NHXA9j+uZvjYYX3OUUhhCTbEckIicnAjS165C7vitKMO0R324sVcu/MGCSP/IELehooTDRSgPTMbzvq/C16oTtgUo01x3eA7l/dqPkFFThsqJrSlvT2GGCGigWvVjlI6M27pS/h+frg5L5cznuQ2tMVWe18hTSm4uLig9Tnj+clSgqkQ1ix/f2JPHk+J5ehuMDh3hjxu/6tcoUeMKzltAMSou5o8dnkLu7dHH2ySVJHk0teyJ3G0qK4tQR/YuuUTJ3oaSUqxnBgrOIHiy5yUveclLp2aqT/bkMRMS3Sqr2ImOP6NoPL4Q5SF5hp5E96CecVxZQcNgxVeV/RGub/kSpkrGcqdCwI/NPS+B72f9sZWzlOMopj/mw3U9MlFUVoDq3D64jhLVY4P4YzmK5GYQuaOgIozqiol4ocWt6JZNEQiGoBqKp1DGfA9hIldeVO3H7GfPxdU9VqOYWlm+pSuF5FnMkLs4pZ4vD2JHt6vwpWu7YTuzPELxDKU9g7Nv7ob1lJhqeVic+ODjp+GKrttRLtKx/X1c0+JK9M5kBvKAX1aAElas3NoHN5/xDOYyj2B1Hjrf7EObGYWoDtQgXBFE9Y6euJJi2ju7hg7MZSqOqk790hSp962WgVRlT55BWCHbx/LJXcszpH/g3+bweFSjXB42XVyiIoutzrgavXIruJeo2KWUoUAZyrK740bfi5hW4kfxtu5o5bsWH20pYaFYuMpilJVXIJjdDRee8TdM8XNJ7qdZT0gfxq2qWbXCH0CosiiyDf6d6HptC1zUISfSV5NCWegviG5XQ/HTKeQh3XLn8BSeGzd1z+PxLlDN+iHuxKqaak6rQsWOzrjV9zdMDvBMkIdzh8qxtQvl5IoPsKGyBtXZPfBz3w3ovp3bRFEtk2bWqnKMkxtznpvI87gGRRs/wg2cp9NWyo10IyjmOsKUQx7XqspD6o5kef6giHWgfA0G3PQVnqu5FG4ePwqyNPtXVhfJaaO6FQju7dHH2ySVJHk0pewdY3k2U/KETPlLhxNE9sTzfN+6+GJH9kqwgRkoOIPgyZ6XvOQlL52aqV7ZC8pDaoPqjseq6nl4QiIetwyCtFjK4zGCwUL4ZzyEh6dQbrL7oVWL69FlByu+CsrTtg74pTTn3tAP2cyrKlSImax8L++ylsvRBekd4x/34WwK3EypQVn/hnI6o+M0P2VsC967yocvPTsH5ZUFKAlMwD1nMq8WD2F6cYGKGs5ofSau7rZHNV0W53yAa3zXoG+WHyF/mWryvUyac2/sjC3hAiWs5XOeQIsWj+OzSm4TXS9AAZj49Gm4oeMWJX/VwWOY9CyXadkGU4LVCFayoq7ehd7X+nBp952q+Q7Ve9H7Oh/+RqOVflxyd0FV1oe45rSb0WUPt0GanClB0j9RhFHvWy0DqcqePBi5TI4DK2Z5PtyER1i+Jyeox9iU+XmMWMSS4uP0YI73PYC0QDlKgqWU0h3o1uoc3Np9u3qWnRjK0tZf4DytMTlcpR7BEgxtQwfu46t7bo8cjKA0E5+LK7usYKYU7tmP47HpYZRWHqd8H1I3vDw95xjCxzh7EVfsnC8ngl8ecljBo8ltnMZz4YZuuyhrBfQNCh23sbjGz3KF4M+Q43sZBu4JqAdvV2R2w7Vn+HDWjb2wNlwJf2ADulz1FbS4ph228MdIMbc3NOl5nCYP/36CciwPjWZWY1ufzn3wNKZSCNV5Hs5Ch9YfYBPlFTOeweNzy1FMwa4Jrkb7Vj68MIHHLMz9HAxQBsUxZd9Wqy4LTXU3bkZGBiZOnIhBgwbVYfDgwXWwjR8/fjw2bNgQV/ZE9BR0uEz6nGyTkr3zHdlbT2MU4VtvSN9RFs6TPS95yUteOvVSfbJXVU1nCUpzIms6VqCV5Zsx8GqRLh9aUOTOEZlr1QO5Mh9tbafqM3dO5C0PN32IHTNeVE1v+1h3y00GC148Fz/ru5WVS7FqHqus8mPOoxQ+VtxnfOEsVsTXUZpY8VJsQpXj0MYnjz9pidN8L2Fadifc6nsKU+lY8laFOY/58Ms+mygmrISry5Hb4xq0bHmm6rP3let6Inf239Hiui7YJk2C0tkee9CTciP9vXxPzlCRrDltzsQVvbIRluhRZam6IWNTt1uZxxfwRc4n817aKVPdZVtSLredbEPXq7+KZ8fKDRwhJR5V2T3wU18rdM2Wir1GRcTEYYLVhdF9q2UgVdmT5/lJH8nCQI1qZp1M2Tv9b3KHsV89U08CntLQLDc1ZHa6CS3P/gLOakFY7us6LYG/nOujsAdD3EmFQWzufIPqTymPuJE+a9d33YAarisoKwnLswvPwJU9dinRKpK+iGd+UfVh+4Lv67i+Xzb3EWcKl/PYAAUVgeh2NZQAt0vylObTmU+cxfLk8lgF1aNgJGIsgs1Vqe3c2vEKnNHyNJx5Ost0XQ/kjX8Wp9/QFetRyslcpmS3EnPph3e6PH7l+RnI7vZTnP7kRJTLMwerQ2COKoLoO/s0bv9Z6o0dV320VrJHSXYf3MThc3w8h74kEehc9aMA/OEiuycoHT1D8v2g7PEYywOY3dujj7dJKknyENE7cOBAzLmh35Ih0T43x48XUOqO4+jRYzh06DDy8vZi06ZMTJo0ySp7SvAcNtPhNtPnRPbE83zfvOgi9ctuQ1ERNlD4NnLiRs4keLLnJS95yUunZqpP9iBvuZDalnWWvIWgVMyKkiN1vjSzwR9WD7ZlXYEqVkYlAQmhVaC6Su5IlY73nC9YomRFPWu4vAqFpVUqMiWRs1C53LDA8WXlqmk2wOXkzRDSj0tFj/yRR7KIdHJqpGw1nC7vPaPAyHtSQ4FKlIdqWKFL02xAPYS5MFyGmjL1Ai0ldZU0GdkUiRjJK8SCcoODdOTivHIjrjxzT95SIY8okY79AZZbonQhiiVrwsg+kP3B/0tK8xGiAEjFD/U6rqAqnwhhaSnLUhGpPGXlet9qGUhV9qTPJAIhrqZQ9UOUV6P5ua+Oc12yDerhvyzkoWDk7Q/ycOgjJTyG3AZ5nVkoVKT2ZxF3srzxo/RYCH654YH7OlRUqd4KUhwoQnHFEVQG5OHDNQiWFnGnFKAsn/ultFrt40Lpz1ZBea2SZkIux/xKKWR6uxqKNDfLWzDkxg/1/EZ5xA7/StS1LMTjzDLJI2HCVaUoo7SW8riGpItAZeS1ehJuk6ZgeZSMNKmrmyjKud10lGpmN/2FM3Fpn10o4H6QN2HIDUDydhGenPzBIOc5P3M/lAcK1TuB5Z3HPJzqzmO5QYOGpc5BOTeClcc5gd8TnivyOBvpk1lne5zjbZJKkjwGDBgQPSdE8EpL/Sjm9hQVFVPcDtYhL28fdu3Ow44du7A5cyuWLV+FLVuy0K9/vzqyd5zl2ULJ00hULzNG9i68MCp7Gx3Z28SZpGOfmKIne17ykpe8dOql+mRPbo4okz55tBwRB7nvQR7my8lMfvUIDunwz+qZEkQ7kv5XnFJOKaig7AUrillBypsmKEUUhzLKnjyUVqRCHs0iQiY3AYgkyqPv5D2sNXQNlJVIH3pWeIUok2f2SXmk/6C8yF+eIEzPUuWVPnUiovlVqGJ55BVt/ooiCqYsLRmUKYErDctNCfKiL1baUna5jVZWlE+BZAUuN3nIe2/VTRlcTbj4IOf3o6TKjzKWr5DiQaWVt6qx3LLlrIy5bSKlEuWSO1yrKB3y2i/V3sd1qDdDOPtWy0DKslddyG2OiKjIiux48ekS9diTIIqDR7ifq9Rz8Er4t0oeMC0yQjGSV6NJPoU4pt6+Uc58qIkSwKM/FStBDPlLlSzLDRel4q/y9GU6lLz4X/okVuX71fuFyylkUh5/RQF3NgtQTWEsO/E+e5WF/Ct5iyBXRs4T6U8nr+I7HqRY8tSrEPHjWSXRvuIy/pUH35VWgHorh1Td0FNWdTTS35PDJeVHuI1VKJh+L3y+v2IJvVteYVfC7ZKHb9foN4hUyh3HXESkkb9e8rnpNSGeRdzH1ZXyA6MQB+WtGjxe0m9UzrVi9dYQntc8b+WYu7dHH2+TVJLkIbKnI3mR993yx1JhEfLzC7BrV14dtm/PRXbOdgpeNlavWYclS1aoyF482dvKPBV0uC2Clr2LLoLvf37yEyV7GwsLsZF2KWE/Ff7zZM9LXvKSl07ZVJ/sSSf0IlaM0iu/iJV8QcVxdcdnoKaUMiN3ZsrNDmJerFBZqQbK5V22EkerUZGmMAVC+jyFQntYa9dQNgJKyCSip0JuFCd5363qHF8hd5zKs/ukgzyns36RN59KU58/WBWRNFbIxUo6pS8hM+eqxT8l6hURLS5G2ZNXX5WXUjD9FapSl/LJjQCVoQMoK2Wucgcwy6veeVsqZQ6iplxuPKFMikgxT7mDVyJN6il95ccj/ceqKT9yt63qx1bGfLheecG+RANF8kQ+/LI9lMxQWXTfahlIVfZKQ8WoKqrgNnEdJFDG7eL6JE+5YUOejSf2x1m57ZRwiYpVVKvIYxWFSZ41hzLOF+Q+426o5Hxyp2tQombVRylRLCPHicDQ9NSxFekKHC9zmj6DKKVRiTxK9DKs3hFLIebsEvnS29VQVLdIrq+aci/SLO+uLZYorZwrlFmJxMq7e2Vfh0JyAlDaZPtoaQG/HHkuVMJTiSfVuMda4Eu+0/AF35k4/Qxppn4Mk7nP5I5qlEiTOredBa8sLIbc26KkT7aX0lvCE1Ue/yLngzy7sFgKxp3FUqGY57REnuWHTgHPHbkBRPafRK3d26OPt0kqSfLQslfG41bCHxBa9I4ePY7tO3LrkJW1DZs3b8X69ZuxalUG0tOXY+PGzVbZy2d5spivQgufI3vSghuVvU2UvU3FxSrsp8J/nFlM0ZM9L3nJS1469VJ9sid90qSWk55T8ppQeb5bmBW/PCdPxEK9I5T1rTSPiXuph+RWUohYc0teUqtK06LcXSn98NR7W1mRyg0cErGTts+aYDFFK/K4DOnnJoEjed2Yek5dDStVETE6jVToRyqOMr9IZS1BQ4kKSbttfoCVdZFU3hERKqGZUBsjzanVNSgMMY9iVtLyWBZup0TDJJrEqfBzfGlAJKxURc2kqVIkTvrIyZsd5LF/nFlts9wVK32/JBIkMiemKcGwCkpJmNtVxgwlMiRNn/LaL71vtQykKntVso+4ukB5kbp7tiJEyaQYidQGgnIjgTwehiKuHlFCr6su4n7hPuE2F8njQVgGkeXSMooz92Ox/5jc7IwiCmRVqYS6uC6Okyid3KNQUSE3lxQpoTrO/SA3JItswU8h4HKl6qYTLhPcp+6S1dvVUKQ5X469RM3k7md5TZo8ckXEOSTt7twOORbhAJVbZJDl8JdUq2gr1QpVxfLAbXm9nl91K+Dh4v4ppZRxvJyzPL/kgdByDsuxCVUehgSqpblWhF1adEv98mieIv4o4Q8Uf1i9TaWCFuiXZ7ME+COD+7miUn61cEczFZQUo5jHKxCo+1BpfbxNUkmSx+che9mO7GXR47Zq2bvwwojsBfkF2cyVZlL2xASVEXqy5yUveclLp2x6971/wB8Oqpf9y0vpVf3KSk9Fyfi/iIlHwxGJkwpcPovASbOc/P3ggw/UeN1cFw9T/k4GWmI87IiUSh9IiQDL3dEFZZRF/qiJ3Njhb3ayJ8+6zGG+Cp6L2RT+LJvsbSkqwhbKnoieskIuIKboyZ6XvOQlL516qf0HH6KyIoxqlKmHxsrNDdLfSSJxVfL4kMpqjxNA9S/jX4mISj8xRUUVOn/4Ed7612to/167hHzU9n2PZsy7772JN19/B+3e/xAdO7bF+x9+gPbvPIsPu7yB1zq+ryK4qaTPQ/a2MV9NDmUvh+sIxcgeB7YWUfSKS1ToL1us0JM9L3nJS146ZVPbdz6UGgYF0lZYyRESiKisgvRxC0m/uxqPEyEcDiukEpckfyXaI3+lSbc+pMnZo/lSUSM9OuU+Z35lqoOqH5/cASM3qiMYaa5PJTW17BVWVmI781aI8NHjttHn6sheVnGxCvllc6KEACUUKKboyZ6XvOQlL5166YM3XhPNw1VDw7hxQCUuHBDElUM53L8MVw4Brh5Q43EC3PAJ0GoQcGW/KvX5uo+BawdHxsn0awaGPU5hruXxvKxHMVoN5HHtWY4rPq5R35/rP6bx1YTx7rvvRr5oSabPQ/Z2MG8F899Oj9vulj0ZyKbo5TiiJyFAsUNZ2JM9L3nJS1469dKHbduhAn5c3RtYshdYkVeFFbv4d0cFVuYCS1lPeDScdO5T+btoTxjzc6vU31VHoD7LtPpw5+fRzDgAzM4rx/yD/P7sAdbkFSItN4yrKPQS5GvXrl3ki5Zk+jxkbyfz1ojw7aDPRWTPuRtXBrZR9iTkp2xQZvJkz0te8pKXTtn0/jvtIO9TvWYosGo/BS+vAsv3seI6xOGjwHIKh0fDWZYHrGRdK59XixDsDqvPi3ZSqrmfZXoiZB6P5stSHtPlPL6r86qxkhK/kvKXQS77mF+u6sjd7qmkppa9IvpabjAYgevI5Tp20ufKRfYij165UMmehPvEAsUGlRlygVNN9obc4YPvlcXOkJeaW/KOz6mfvGN46qSu7d9TL5a/dDCweF+5ikqs2A2kU/QW7irFSn72aDir9rDyZ127hoK3lnKwPFfEAFgvksDPtmVMZPmTia1MHrXIPlrNH0Yie2t4nBfsDmH1bj+uHCR36ja/yJ7I3i56WxSuZxfXU15TEyt7Oyh7YoE7OVFZIWeWhT3Za65pMV5R70B0OAW2+9Q/PidznzeP4+3J3qmTXm3LyigM/HRQJVbtr8IK1gtbtwHL9lZg2a5I1MLjxFi6twZLKAOCfBbWHKFM55Zb5zdZti98UtHl9bCznt+RxYflhxLFbyewiMd1zTHg5wOh3jnc3CJ7xfS13fS2KHVk78ILVZhvpyN7EvpTskcaW/YWv2JUVkTVGXlDcIcxznfHkMjM/5bJVWH77sCQIa+ccOWZN+QOrwJOkJSgmPucv76H3BH529B0Mvd5o65bvn//1t+5/9z0Tru26mHB1/Rn5XWAFVYeK3mnCdFsjmwqFu0qwZzdVVhyFFi9J4yNezjOiZpIk+d0jlt05DA25ISxUMrGZdbkVmI951u8J4ilrGRXSwXLsm/aX6aWSz8EZFBWJYK2cE85lwtiPUV2Leu8pftCWLM/jIy8GqzdU41ZrKAX769hXlzmYDUW7AhiZV4VVh9nPsxrPivz+QfD2LC/HCs4r+yX9B1+1WS3el+VdZs8/oMQIZfvy97IubCC59EynpNXDOaXqrL5NeOK7O2h5GlE9nabsid3aSjZM0RPhf84c1NE9uJVVP/+whIRvZhN1KJ7gtvtyV6c5OzfO0yri/648GRPJU/2/m3TyZa9pSSTFeRaitUyCt+c3TVYzXFrKGy9/8Lv4Jk+tGxxLs4+5wvwPTAVcw6VI42Sln6M0kURXErBW3SgCMt2sOz7apCxs4YVLgVvTxW6PXw2LvrndmzivPN3VWDBQQrarmqsp/AtYP23gNso606XG1E4bs7BUiWNIn0ZrLAX7AuoCJz0XxRZXMa8l+bWYMl2P5Yzr5V7q63b5PEfxCkmeyVVVcijt2n2cD17ygJ1ZS+XsichPxE9ZYScWUzx5MqeKxLGSknmi6m8k2zeUvk7eagKzljGusjiV2rzdOaJRibjrCNhilOpJrXd9YhJvH0qyR1NVfvOtf0+3ytcYyRF95NlWsNS/ccn5WOTZJJtty8vZTL2aZ39QepZcaJ9bqbYqKLs/yFcd2Sfxmy3k8z9Hy/7eted1Pa4zzET9/mW3Hcskuo/dxvzeJt5Rfe1ZGJ8f915mvs4Quw5nkr5YuZ1kpl/qtvTmOlky94CStZGytjyA1VYQuFbnVeJtN0b8febKHkPLsVq1lObWa6VlKv3/9UJQzmPiNiq7UA2y7iYYrZUImx5QYpjACsPU9w4/7wDZej7qA8XfLQPq/ZWYgvHLckJq35Vyyl8Es1bJhX1oUosPVStbkZZtrcG6cxzyYFKLNhWozrbrz5QgcW51VhNkZQmbokOrtsbxioK4PI9NdZt8vgPQs4h+b6cSrIXCkUQ4eN6hArK3vlR2eOAhPuUCQpihSdd9iKVhjlKX0RjZa82xcs7muTCfQdl0ayAVKXgEpo642orsIZfvCN5xCt7NDmVS8x6bOOMlNR2W6RNiaCxnMrHqLRUUvsisWwmmxKWM9ljk3SS/d3QZZ19494XRqp3nzOJfLiPd0RIjHKp7a67nviimty63Snu9sRZf7xU7zFM9txtzOPtrEOXK7KPnXxdeSZ9jqdSPjVvasfw80gnW/bmbQ9iJcVpsUTOKFtL9lSwwuqDH/luxssLgXTWU2uOUuRYiWZy/iWHw9hAoZMKdelBzsvx6znPit3VWMDPS/JqsGZ3FVbuLke/+87BJW9uVM24y/aXYolE9ih10sdqIeddm1eOjZRHWbdE+WS+1cxXmn7XHC7FetkPB0JYsp35cd3LDobVnZYin2uZl5TJtk0e/0GcgrK3j6In7A0KQeyNkT3+I7K3x5E9ZYNihaTkpMue6wJcT6q3ElSVQt083Rdle3+uuvLZkBQb6am/LNEUp0KRVO92M9UVD/f+TSBHsu4T3XCmhOVM8tgknVR+DRCHaEosi/Xtc5ler9hLinNcE213Mse7boqzPQnOK1tKtO6Uzt3GPN6u/CWP2n1vbncK53gq5bNtH1ODtqUR08mWvVWUpvSDFCp1U4hE8Cqx5chC/Np3Gu4bVoNlhwNYvI8SllumbhiRZt/5e8uxIDuEie/dCN9Z58LXwocW5Jy/zEfaoTAW51SoCvej+0/H1W8UqnUMvM+Hsx+eigzK3pLcSvWMtOltf44zL+2NSbu5zaykR7/binmdBt/pZ6vr7vMrqzCfIrqO80pZ5+8JYdnOENbuCWMF95M8V829PR7/YZzCsqegwwlK9i6+GL7zL7pYDeiQn0ieMkLOLAufPNljUhfcxHJkpnorwWQuynHmkdToF29n++wVU90U76aCZCp/NY+xXe5hXZbafe0izj5JJSUsZzLHJpWktif+vnSnWAnXxF++vn2edLkbsN3JHO+ktyfO+uOl+OtO8dxtzOPtykvysH6n1Dlh2y8OZnlSKV9jbksjppMte8v3hbH+CKWOn9dsC2BJXhnS9xZj8tvX4Au+Frjg3Z0qqjZvdxkljfOzMl23txrj3vslfGc8iA8ochmHq7Emay+evtqHMx+fh1WsbJccBno85cNlH25Xz7mbN+IR+H7aGZP2VKr+ehl7duG5S334Mw/JGs479cPr4buuL8ZTFuURKYuHPwvfOU+i1wbOqyr0MBbsYYWeG6Tosbyyn8zt8PjP5BSTvVJH9vY71JU9/iMDSvAM0WsWsudOzsU63mz15pHMRTnOPJKa5OItTUPR9TWd7EXyrl2+TqRP7dv4626MlLCcjV5hJt6XZlJiVGcliZevb58nXe4GbHd9605pexKc77YUf90pnruNebxdeUke8WUvuXMipfI15rY0YjrpsrenhuIF9ayyeRyWptxlh/2Yx/UvXdkHl4pgn/YFXNJ2P5YdkmeZVWPdvmm46+zr8Fw6y8t6bP7eILYe5fzLOuOG0/+GziJr28vQ+95zcMXrh7GC+c45sBB3+27Ci0sjN3bMXtULP/E9hvbba7By1zLc6bseLy8AVnK9a7kfFuzdgeeu9OGh8dwvLJ8InkQD5eaNZRTMZZxHhq3b5PGfwykoewcM2VMEQ8rvvnXJJfDJPzKgLVC19xL52xSyxyugtbKQSiRGPuKkRBVdfZVgshflpmjGja2AjOTaH3EriDhll1TvdjtJ8lbzxel7JJLQ0O1LJiUsZxNUmHH3uZni7tcTk71kj0m89Sc6Fg3Zj3G3J8F5ZUuJ1p3SuRtnvQ063q68Yo977HYnfY6nUr448zb196m+dLJlbwnXKW/sSN8Xecbfql2UrT3VWCF3yFLulhypwJpPnue16KvwPTIda3Zy/PAnOPwkuu4qx5LcUOSGjb2VSDuUhtt9t+Af8zmectb7YR9+1HYzMvICWH0Y6P7QGfjhOzlYtaMck9r9Ar7HpmPrEa5/JPM7w4cv+M7AmSKXX/HhXF9LnH6aD78Yyn1BuZPXyMk+WbO/EguJ9CX0ZM/jlJQ9rkMQ0RPxEyrdshdjgw6ycKPLHpNcBGMqYblYuioiVamkeAGtt4JN9gIeE22LJFmvNPU09OIt67AtX2d7LPtC0gltt05O3q9IWWzzq+l1RTfesUg1JSxnsscmxWTdb0p29XaKDLi2WU2X49Vw2Yvka5FNJ+/aRSPzuYcTnWuJ153q9tSdP3Ku2re93mOY7LnbmMfblZfkEU/2ImVM4hxPqXypH8PPI51s2Zu/v0g1hy7dw/XvDWIDK0ppRs2gYC2l8M3MCqobJ9JXfIDLfVfg70tYxjHPwtfiGXTLrcIMlnPVnhDSd1Zg+Z7puNP3a/wrHRQyoOsj5+AH765H+oEwNu2gUA6jNF7WG2P3ZuLZC1vg3uFhrN1fgWUfPw1fy9bolOePvN9U1s18MzhsK7OHR5RTUPYOch1ulOxdeil83+Y/UdnjBGGfQ5NE9pyk5SlCnItvdHot7sozUjHFwbhYx+an11d7URbMvN3rl2kNqoicFFk2dn063zopWjnHny/Z7XanyH6vu7+jSVWGyedXX0qmnKkem9RS3X1eR2TqbLNM18vV7quG7PPY81ywSJTreMs5pteltzuldSe5PdHkPt9c+aW07iTO3cY83ra8ouVVX1bLdtdzjjeofEkcw887nfQbNA5XRx5+LOvM5zhK2Zx9AdXvLn13JdZRvKSJd+nuWfgT99OfhtcgY3EX/G/Li/DaAk7bE8a6w8AGzpO+rC9+6nsOPZjv6r0B9H7Ah6vfP4Blu8ox52gxFhyYgvtOuxnPjOyKC778PDrtrsGi3DIsWjEIF55zA/61pIbrLFd99BbuCmLJfu85eh71cArKno7sxcheOAzxPCV7cjeufoGuvBNXc6q9G7epk1y8T+YvdS95yUteSjadbNmbtL8GKw77sYYV5Pq91VjFcemLO+Anf52GTRy3iOVI57iJ7a/D13xv4yvfvQbdJi9G78fPwBm+p9GN5c04XIPM3bl4/hofrmi3Cxk7pdk1gLb3nYaL3t6EjCPMh/Nk5AbR574zcOE1t+Gi1/ao7V2TW6369PV55DRK98vovq8aKw9QQPfuxguP9beW2cMjyikme/ISjJjXpTmI30Vlr5hGOD0/XzHNYSoR+fNkz0kqGmCJynjJS17yUjNMJ1v2lu2TZtoyrNtZjcWyXorZyl1TcM+ZEvH8AnyntYj89T2E9juD+Nb5l6DVDfdgwNSNaPvsdZzuw5clUnqWDxd8yMouN6QelCyRws4Pn42r36XUSYWcW4qV+wqxcehDXOZWPD2/Aun7K7D2ENfH7ZYX2Hd99FxnXS1xOvO84r1ca5k9PKKcYrInYje7oEAxx6CkurpW9o7RCPsePIg+Dr2dvxv9/v9c2avT1GNp/vKSl7zkpWaaTrbsrT8cVjdmLN5bg4X7SlUkb05ukYrwrZW3ahwkByqxbjeFjCL4lfMvQ/6xAlx+9W9x/Y334uPJ2c7ds5HKdgORV6mlHfJjcU6VevXasj1lmMN1SEW8fH85Norg7WD+zE+/31ZuFNm8M4yV8hw+zreK6/Oeo+dRL6eY7GXS1wYfOhTl48OHFcfpd1HZO8qBXgcOKHoabCgt9SJ7XvKSl7x0CqaTLXtpZOXOIOWqmMJWhjXFwLrsCnUHrJQnI7sMK7ZRxDjf2lzgm+ddjr0Hi3HlbXfi5zfdg6FzsrAoC5h7qAYLdldi5S5gE+Vu9c4K9b5deZ3aKuazdncw8rBlSt7KvCosptSl76jiOkuwdFcV1lP8FnDZxbsqVB/C9P0hpB8st5bZwyPKKSZ7myl7Ayh5Ax0GOdQrez082fOSl7zkpVM2nWzZW8zKUd5Xu4Z/V0okTaJt/LtodwjLj4nERaRv8U5KIAXwS99pBYQqsP3YPhw6fBTXXn83Bs3ZjiV5AXWTxtIjVVi7qwaz9lWoV6vJ69Rk+WW7+JlSuYRCt/JAGCsPVSH9QLV6TdrGXE7j+Izccsoh172H03cWRu7wtZTZwyPKKSp7buGzyp4pep7seclLXvLSqZtOtuzJzRFrWFGu2F+jRGzTDv7NFbkrwercENIPQ73TViJt0lz75W/9ANVS8BogHK7GwQNHcdMdj+HjqcuwWR58zHJLBHANpXHJvoB6xt4qSuAGjpdn8S1iXpLfigMVlDlpKpY3cgBzZB3SpCvNu5RMaVZecdReZg+PKP8GsifUkT236AnrPdnzkpe85KVTMrVr2x5hXsOv/oQyxIpKmjzTdlWy8qIg7Q9j5W4kRC3jwj3PGuYlmMPyLD3bvG4WkSWsTOWRKEtYZ/33eT9EhSp5lRI+lJfiYN4BtLrxfnwyeTX6T96K5XsqVd7ruZ7le6qxaHsIS3NrIhFEkkH5W7WPwwerrOv08EiWVXsq1I+kJYfKsepISMneul1VuHgkEOD52ZxlzxQ+uSfDkz0veclLXvo3TW+2fZvOVI0r+pUgXSSIFdeK/VVYw8/LWZktP1CTNMv2V9chPa9C/ZXpS/ZWKuTzioNhLN1XVS9yE8Wqg8DSvGp1V+03z78kEtkT2aP1SdkrKqtx+FgRrrr+N7jx9ocxaOpGdWfvYm7D6gPVWLmXy4rA7q5Wrz2Tt2Es2RXA0t1l1nV6eCSL9Cedxx8u6UeBuTl+fmcqVLT66kEBnqPlzV72tPBZZc8Uve6e7HnJS17y0imb2r76moqUXT8YaNWnGNcNAi7vX4VLulfgxoHAT4eEE3LFxzVRLh9cHeWyQVWKSwdWqvmuGoroPFd+AjXszsvGDd3BfCpw6cfArf0q0fI7V6G6okxF9aQ6RY205wL7jxfi/Ev/DN+lj+OSl9fi+oGluILruJJcM4J5cPsu6lfDPKUcwCUDa9Q42zo9PJLlJp5LP+0TxHV98nEtz6dLeX79VP72CSFcU9UsZa+/S/aEOrLnFr3uzMSTPS95yUteOjXT2x26UZjKEOLnYJX8W4lAVQkqq0MIBAtRFayuQ2WgKkpFWSXK/RWKUGm5IlgSiiLTw2KT1XQyicSVR/oySWAu+jcBNVyuqjKAYKAYlfS6//nO/6Kck1gKZhhCdbgGFVWVnBbE/gNHkJe3D3f86m6sXpmh1lUeqmaly1lJeSgihvK5kmXhYjHr8vBIlZoyfmck1FxTHok4V/PkqgihRH6ENNPIXv+DB+sIX1zZ06LnyZ6XvOQlL5266d13OwMBPwkgUEExY41VUlUDOhKlrwrllSFFqCIYJVhO+XIIhMpQFvQr/IFSlJaVKEr8xQoZX1XDfFGjmlwrqysoaFXqs/6bCJEzoUZ9AM7/zmWRcSJ7IpGSd00FghVhlPKvlD0nbw9uvvk3WL9mm8yA6io1I+UuyM8h/i1XURcZ516fh0cqyLktqSbM7wX/VvGULQ8FUFNRwHEVzU72NmnZcwmfJ3te8pKXvPRvnDq0a6/+hisrVKANFTWRGosuFAjUoKK8FomShYJVimCgMoZAWQXK/OXwl4ZQWhJUlBQHFLKsCFo186yklElETT4nhczLYvGjyuO871/KDxI14RgOV0mYj39DIaA0VIKy8ioU+guwM7cQN954DzJWb8bKZWuh3E4kkYSrqY4O1nV6eCSJnIbq/OR5xd8Q6pwq5znL3xWcED61Zc8UPU/2vOQlL3np1E2d270PfyiIclZSVVJz1dQgFAiiJlSh3KiqimNJJa//QkVFhaqQhBANSw/L52AwGK2kBD8rllLWD7K8TtXV1VyFyBorxnBYfU4EKoqV29WIrbEGPe9bV/OvU7OyQi0t83P9LH/Iz0rxANd5HIeP5OHQ8cNYv2ULfvarP+L2O+/FkpVrUSbbINEYZigEqkJ11ufhkQr8AqgIXqicysdzO9K1QH2T1OdmLXuG8NWRPbfodfNkz0te8pKXTtn00dsfKomTJlnAj2BlFQpYZ0n/vdLyYwhVUOQcguUhBCiGZUFWRMQfKFPDepwMi3yV+EtRXFqikM9VNdU6qKb62Anu4XhIU201ylEm4RNK3n/9+CIuFyQ1HBuiMEodG0Z5BWXvOMvjD6KooBwHDu7C5i0rcecdD+OXP/sT1qzaqvrpBQKsjKVSlnVzOds6PTySRQeZVURcmnTViR2Ev7oCVc00sievvXULX13Zc4meJ3te8pKXvHTqpnbt2qkIhQifjuIJUunIX4ncmdE8jUTyBKmUNDqapyN6GslfongiWfJXf1brDRfR5yibUkmWU8akUNURyaspl9swmCeK1TSpSL/yvUtUYE+5XwjUvSr4C4pw9PgRhI6HUFKUh2NHjmLv8Twc33cYK1etwcrVK/CL/8/ef4DXdd1n3uhGJynJTjL+bibJ83wz33NnUmzFltjALlm2Y02+J/c+882dmcSWxF4l2SmaSZ9EViHFBoJFlBQlmR7HssTeKVKSbSmuKiwgAIJFvZAEcMo+u7/3fdfGIUHygADYDg64XuKPs/faq58N7Z/+a6+1fvs/MiYzibLwkpxSmx+NKes9PrbWPLQLhc4UQnuMrSJaEl4Dnpn6MtDtYvV8RJkAXSEf+jhlInt66KuMOIs4JICmZ4yv8mLmxQhMH4fqBwaxf4M4QzDgsaDWTSeamCFndoQcR0UPkrXKtKEKexcCn4U9Kysrq2GscsOevH6aPuHpBajAQyTIIfwI+lg6Dq2ZCqemGrWOg3pazYh/baBMk0bQnYOXDdB6pAMfd72LjndP4d3uAn77K/fgri//O4z756Pw85/7/+CrX/4dfPG3/x1yvkAvghcX0hnChClXUEkrJMRGFeoVyG0hMqxPLAozHk8Pu2aOwPhHX2e9Uq/iWRoUl/qMq6gCOp8HbjoLucDGdIvc+OOyLUFeOVNZnmeAXNTNMnSRbWE+uiYgFQeaujFNERqsVaZVJuzxD77pAtCzsGdlZWVVuSo37MmLx6LNMCy6WSEGxWEnf72F1RNq4DjzsIswlBUSJh5+8Zf/36QkD6dz7yIXfoLDJ95G1S2/hG//w3fxyakzOPrhh7j77v8He7btwKb5tbhzRYdhMhSIUmQqzRXx/LQgzTguIIeuQJjFSvBa0rOEhuaomNkhKpaHu+Y5mPJEOwmM/RMlpqo+89NFVwk9gPyWSgm2zcHIKetxjFcLYYCERUQuQU5pmLdYU9DInjW+Q7P2jSe8JQAzfZbYJ8djERqsVaYNZdhbZ2HPysrK6sZQ2WHPEFb6Ie+a7582JHSk6U44k1fiA5adrocnj5eLT//ybSwfONlxDEcOt+Jf3PKv8YPv/xC3TbwLJ0++g4/fPo7vfe97uP22adhJQJu6+gBCApwAKzQ0poFVZshzAVgYadokC2dbzehxRIzjZfnz5K7Ti/dasmXP/DpMXtNm1h9U/XIJ0+UzrFa3WXtQYalnjuER+3DnQjiT1uCAilPb+KHDMJRbL4cgZDuZIK+2y0up5WHYH1owOvFOsXrsszBn+sha5dpQhr2ilYQ9O4xrZWVlNXxUdtiLu5ElMIm8NJwqXxfCzXjg5p/Dohc+MQClySF+kC7Z8kv/7AvMP8TBtiP4acthVN30i2hwHDjVv4y2Y8fx3tvteOm11zHm1v8b2+aMwO3LThqXm/CJOaN99Xg4DdWM/ynUMN039rA4bxvmOGPxRCuhLU4IYnn4R9ZgojMDO9RJiYdNC6oxdUk768N8/ALijlUYX1+PUc5IVNc4aBi3Ah0EN41G75nL+jQ4qKpOh56dOcyFQChY7Wj+LTiMX6VwZyqeackiFyXwyYjiPkGo+FMLSRtnYw80WKtMqwTYk50Hex9a2LOysrIaVir7BA2W6wlsSDq+l84Gdnc8RBC7D1u0iF7EskxNiVlBjH/5L27HkQMt+Ln/4zdQ/wv/Jx7csN8Me/7br07Hjo078Pz2bfhpxwH8P7/97/HnX3IwZXWHWRqDqIiWVdMwqvqb2Ce/ncu831mP5RuypMnNmFd7B1Z1sBryAnougrefwsSqB7Arjhj7Q2yd5WDyihYDY5qScXLNXCw+KhR1kQv/CY9MqkPdrI0G2BgF/j/8Wzjjm3GIAUkil2KMnz41Gs7kJrSweIFnsvkeAt8D2ELAlCdPCfXOnjLJyQMYlQYIa5VjFQl7F3r2isBnYc/KysqqMlVu2NPqFekOGwQnsRM60b1lHpzqRdjEM4Gez7CUjoAJ034bv3jLr+KHr76Ol3/8UzEU6wm8+aNX8Ll/8Tk4N/8qDnf8GPte+TH+xa/8Mu5YrV002CZsxn2OgznPRxpohVtghgJLpgfk2ZuKVYdcdLmn0nocXYexzizsMamBjTMdNC59n/U5zSIJYpTSmnf7EMDf/odwpjyCYzonvGHnn8O543GcYOICgTVgaxbUfBVr29migguxHKKjaGociflbBXgRsvmuFGxd9q0XGA9jERqsVaYNG9iT/cTCnpWVlVVFqtywZ/iO4KVpEXpnLtQ7cdv+A+qc2fiuq0VZCGUEo1A7bxDTtJ2boM8/xV+82r56DGqrG6Bh0ZHVo+D80mRs3b8HRw6+jX/1z2/G5CUnTHmn982C43wTO5Uf6y3gUx00CSOO9xP27sKqliwCP28A0m9djnHOPLwoJ2CYw97ZIzFh9c/M5AwzezYADjU1mmHakbWjcJOGZSevRAdxrTsmnG6fhVHj1uC4T7BThXfdb+roVNWZ4V1Hx/wceZODGaJaL2N2F1GrWKRpp8e6FqHBWmXaUIO91wcEezwpTtAomjx7FvasrKysKlPln6ChNeu0nAll3lsjRR1bgbucL+PJjpDo5LI8XiME8ooZ7tTcCITPYW6tAOthHEPOeP7e/t8zUDt6CX799vGYMetP8be/U4vGZQfNpIr89oWEq29io8Ax7mJBARLtelDIoxOb8PWa8XjmcIgM66bFcfXO3pS6Gfif0SmzPMz+hcxr9UlCXhaxtxUPNtTB+eJy/Ixl53z239Z/D2fSWhxmfeOIFd70IJyJTWhP0pnEwZavw6mZgW3pi4kEQP4KQl7LIS+4jBP4Htsh+tW6fGyk1ugtQoO1yrShCHtrBgR777570YxcC3tWVlZWlamyw54Z9jTcg+6QIMWAMHoLyyc7uHnWjhR+SD1aCDkuADk3a8AwPrQCU51F2Mtj3yMo8d8rfzkJzm/+CX519DTMnr8IS++px5dXdxDg3gdOPIspzm9izbG0SJWpIWRfy7BEezDDmYxlx9PwoDuHzM45xhP4okCTmLlttoPJq05Ca+nh4N/hy86D+EdlpJ0TCGXHmybAuWM5TjDMLIq8azac2/8aLVGeaVz4hxbjTud2rDsB5EMNTOdZPiMqD5bhEyjZ49CG+jHhNPaYLrSzcSvdhirsXQh8fcKerAh79p09Kysrq8pU2Sdo+KwEgaegYUyxT+gSnrIksY2Y5dSgfuJyHBDo8ZqHj4AdizDjRcY/ugy3Vf0brDiiRZCzCNtWYGJVLZxpi3GMcV0C2LdnOrh99UkDdZkgwiuzNAt2LraziJDgmG99Cst2qxdO4MlGB87M5w1IetFmLHTqUePcj1cEYwSxDTMcTFl6yMCnd3glvuCMxtoWXssBna0rMUnDsuOXoJ15x5pau2k+nOqF2F2IEJgFo0PsnlnHsPvxvIaqXfZL9AHWzHgK7abMEElOgMcT1p24xwPm1QMN1irTKhb2Vgn2eu2Pa2HPymo4az8e0kOsaHc/2xNuNVw0JN7ZQ55wozFLHhb09l5oZqMmyRE030FAqnIwguY4hLmJa/FhIE+ehyNLvmDCtPxJzeQlaN2yALdMXI3W8DTTAhsXENCaDqTeM3ncfA/PMUzvyo0w9/RYNLWl6/hF2Ir7Ro1Iy3BmY3fLIxhTPxM7VDNWcvODDhpXdrCdMc6w9JZmlm3yqUfdHWvQtncWnNGPoYVtOKMmxT/FmikNcGoZ5xu7mCJt23MzRzFNHRoaPm2uTVh9jP3L8pOPzK4eSS4iP+o9QvYZU+nTWuXaUIa93sDXN+z1AJ+FPSur4aoU9O5+9kTPOUMessA33FT2YVyRTpwg9LJEPlKXx3z5qV1xzUwFRgkCDXEyLBMYLx0C17yHJ4CKCgnyhD/59/SjbdQ0h8K46Gia8GFGYkPfeBE1CcS8HEiAyxYM5aVhSWj2yHVFn4xX4Ie8ayl6MV/t8MH8cl6YThJhrirfT3iVPxpKNuXzvKDZwyqb14M8Y/E4Zqji5+OMabv22I0j9nl0igeMqYtMb4CPFSrkNRmlNEBYqxwb6rBXBL6LYK+5B/Z6A5+FPSurYaj9D8F5aH/PyTk9e7eDEsFWFapyw17eJykZMCLw8PMMP/lBlCJuafiWsHUqYn3QRV6LyEMpCHYnIkFhGCGNoKYJD9r+zGBVtosfZh6vgTZkGY9AJQ9e4rvIGdASHiqAeQenDEz6iUpNyzeoRibUe3WdrCNra4LYejNhw+zoQbDMM9DFKbPaSsAoKjPL62b/XEGkK9hk/zJtQZMzpMRlGr2byGPaaWSYLqcs07x5VTt0+GpVDzRYq0yrWNiTZ6/o3SsCn4U9K6sbR/sfuhu9nH1WFa6ywx7rIOiSk40B5l07gRE5K/Xskda0e4ZgSvAjFMrlMilMJT6yjKA16QRLvMB0WREZPIGV5xMeM+ZcCy8HgdJpNgTbpfxVJtMZvspo5m/OeNzyuYC5M1//FONnVS1xHuvyialPgfXyItWdeaka/Ox2maPPxMpLbfBZH15ONHU4ZC3NDhoMV90MNbLPGUK+NHVTRvIYaq1nZaOdcdnNpo+sVa5VAuzJSnr2LOxZWd2gOvEs7rZuvWGlsg/jCo4IUF3eaZIQz/mDmIDGz66kM72uMC/LOvKTdTLXeBgQmLSlrKErhnfyI68ECaEvyZqkZniWUJgO1TIpLeADVDAlr19sVkbWGn6eltwjBMbpkKwATLM4CFxiM8V2I2Eac2W5CjZjyjw2eTMgy8zdWD47l3UVwvpMI8hjBhGPFU91ZTqzUweDE01IYRtUnAarWXETBRq6Jv0VocFaZVqlwJ74riTs9QY+C3tWVjeABHqO9eoNN5Ub9qxZG85W0bB3IfD9zMKeldXwlgW9YSsLe9asXTurWNhb3QN7vYdzLexZWQ1jWdAb1rKwZ83atbNhA3syC3tWVsNUFvSGvSzsWbN27axyYY+BFwKfhT0rq2GoPkBPa+3ZORrDRxb2rFm7dlaxsKfAC4HPwp6V1fCT1tM7u3PGBWZhb/jIwp41a9fOKhr2ZL2Bz8KelZWVVWXKwp41a9fOKhL2tOhe8UJv2Hvdwp6VlZVVRcrCnjVr184qFva0rUbxYhH4LOxZWVldntL9d88OEQ9y312zV6/S2XHly1a5YU9bx2ofDLPwcJYVioCMWSiZ4SHrhDyy0SfIaQVkhgeFhE/EdCcNRQsz2kND+23kzGLFgfLQvmj80c4YZ9DJHAqIFYVlwssgMZvkso08DaNEKc0Cx13oNgs8awcPNt0sdNwVn9JOt4gKaZmstFlQOWHpCeOcYiqPmXs+W8Ay2AumDaqSpzWXmZ+vEx7neEFlB5HKV17KrjQkWBsedjVgL5fT8fl28uQ7F9nrr791bWBPJuCzsGdlZTV4paB3d68ZIAbeBgl8fe3hazUwlRv2ovwnJj/tMAHCVrZAMNJWFlEBe+dUwxnRgAanBk6dg59/YBtyAigC1ob7eK/UzsdmNSL0mU8E18+YnTW05xlboQsGqOAxNGH7ehiri3CWkAa1UUVcULlsS5RPIcxQnoAub4Bxy1wHk9byHi1EKCQuvv27LLd+ITYXCHXKkER4bPEE/k9HA2pq5mITC1Q8nFH52k0D6FSeLsMURLH5LLgbAetRhAJrw9OuFuyNHX07Fi1cgD/54z++yJpXrcLGDRtw+HDr1YW9C4FPiS3sWVlZDUp9QJomhgyK3SzsXZHKDXssAbGoiyoQjeQ188N3sGbqp+As2IiQFxPtb1sI8cL6ZryriNpQVhBHfkKO+RmgA7IiK4GUd4ZhPuvHY21hlkuhTL41eeOidI81ig/kSHkxA+WlTFkXX/mxDHnrdix08FurWnsAlJH8biQFtcFlzVn3Yw9j6qgvoel4AFeb3PLHY5vFd4I7X/myHoVCJ2OzBr521FUBjOpr392LAcHa8LGrBXvf4t+pgG7fvn0X2WuvvYY333wTR460X33Y6w18FvasrIaozPIpPUOdRRviYLT/oUGu61eEvQva2ttjaNW3yg17XhL0wJ5ntsYNok5ER5ZjsjMFK48BmZDhQZe55hO0xG/mF8+zpKkoPm0ASyxnhmMDz3jTQNgL3Qg+804YWWb2sA0zyDNymPfJbyHDBXEMJwUWwtNmJDnDtMpPvzbPqcbYpiNmSNgrMAMeCEg7dVH5HG7CaGcBtjFc7XLlKRToEQ5NHqZQAqLAj0dKCwJmwIs6L0KBteFpFT2Ma2HPyqpydVlDpddLArbBwqhg7+67L1oTUB5CC3z9q+zDuAI2ec16GMm8uxftx+xaB4u2Zwh/hXRoVpjkBnCjMybinhmfxhebWuETFvMEthfnVuHza5/DY5Mc1FU7qHHqcM8eolvbGoytclDrjMQoZxE2ELwikpdP+Nsyx8FtK9/HeyunoYppRjoNqBqzFK0EsShhWi/Cttm3YNITP2E9DTVi40wHjWtIoa6LoyvuQr1TDUf51zmoWrgPG36/HvWL9hsfpR98TOb08FHzBDiNS9EWseL6ITgKNkGQLUKBteFpFQt76xh4IfBZ2LOyqiTpXbmH+HuIqZ/dOuStKynBXsl0aucgvYQ3oMoNewgKhCg+GDV9gfwj311M+Gtdciu/1waMWUewIiDJ+yYHnDxjLtNumOtgdPMBXsvAjxPsm13P+GPR1CbvYDeO/fe7UFv7c3AmNOGNsJtZnMCa8aNQs2C7ycRnnhtnCQodTHyaD0OCnBu1oXk8YXHuHuM5zLOsDfNGYMKSDkNoPs5gJ8sds7QlhT+Xid5Yh9uq5uNl1l0TRYIN98OZtB7tPM8T9ALvOJoaHdyzl9FViE/A1TAyf/RGXxEKrA1Pu1qwN5B39q7qMO6FsCezsGfVl/p8QFudp2vZT6UXR776sHdxGeesX/UDelKf+VzinT2720f/KjvsEXqyfgG5JA8vYtl+AN9z9WocCidWoXGEgwanFpOaDxsg1PtyfARi8zdqMH5di+FAIhQ2L2hA9SyCnGbaEh6j/POY63wK07dECEltScx6b19A+GsGEREFhm0nuFXP34A84c9jmZHnIz60CuNHfhnLyHcaut0028G45qOsV2Rgc8cinq/4STocqxHgE0+i0fm32JFNNIKMLmzFnOo7sPIIC3ADJB0rMaZuOr4LQqlJE/PTQ0LoY5XOQoG14WlXC/au+zt7FvasBqoBPeStzupa9JcBvYtoZ4h59gYAepeUhb0rUrlhL52vqnfhCGCkIY8AJVee3qcLwqwZpsV2fsd1vJcXbjLxEi/Ci3McTFly2ABXvuBi65w6A4RhQFDUC3HR85jjTMXaY8xO7825bNf2r6OhcRnaiYe5MIedc6owdv1bhhZZJZaqwl/A/U4jFnckZvLG9+TJW3cQ3boUetgxpxYTmg+Z+B5JM3rnCUx0ZmMPLyeJln9hdRdWYfTqo6Yd7675Imp/dw8S8+5ekHr12OR8JL+hnY073G0oDuNqFZUBwV7RirD3hoU9qxKysDc4XfX+EkSVfDdvCMHelYKeZIZxS7XHDuMOROWGva4wT37rNgAkr14c8FwzZCNDX+jiBXnv0PI0xlVPxuMH9J5fFt9bcBManzgOP8qaod/NC2swfsVb4jHEBSZNnscDzhQ8fiiCK28fwSp8/kHU3LEex1zXDNHumlWF29e8gTDL8j0RXwA33oj5taOx7pBvMHTDPAfjV73O/FilQoL982vQuLYl9dKxrOStZtzp3IPtMUNY0WxyBoUNs1E/cTmOhR9g+SQHc3cm7LMzxhuYjVg5Rk3YL1IRCqwNT7OwZzWsZUHv8nR1+60E7Bgw0tDqEIC9PkBv0N64PtpkJ2gMTGUfxiUgaTau0EeLECPoxgf8yJO0zHtx8RkDRx5ewL01dVj4bSGTi+emV2HC+nZGCkxeW2Y4+Erz8RQMmTYIn8e9tVOwou0UCgIxuQT3zIcz5RnI2RcmBXx3voOq2S+Q8dgWwpwWRSnsnYERNYuwjee5qBvb5ziYuKrFeOw8UuTO2fUYt+yw1mQ25WaO/zVGj3gAm9mmlABdFvUCFtV+BSt2PIEv1N6H70Qu0+oi66o2sbGaJJKwnkUosDY8bSi+s2dhz6p/nX2wnrNSD2aFDxWZ2aeqawWM5131fjNA1fv7EhAJAnVcXq9X6XcJUxvoV3Xed3vBvXltQK/Ydz02VGc1D0Llhr3A1QIqIfJBgjjxkQ8LCN97FhPuexl+NkYhjMySKodX/xrqna9hnypNXtq2wMGUxW/zkNSVjbD1/lrcubLVMJ3Gg6N4B6Y7hD3yoBZlCUhn2W0zUPWVp/CGAcw89s/md1h3E+ZrZWalizdiboOD8UveTM8JY3sZZ/Kqd8xSKZpA8uIinje3sdzU84dDT2NS/QL8o94nVF0IcexKbLvXwbipd+LnZrzMMGYmbyMzzTNWkhcQkg1pRSiwNjztasHe1Xxnb9CwVzQLezeIBjHkpgfhkJJA4EaEPaurqBT0rnjHjyGmcsOegMm8zxbrfTcRlktQ0/t2DqqcOrNkilOlmbYzsY1XCy7TBmewc0Edbl/B70IeN4Lcxlm3YFrzIQNUBeYLvIRFzpew5E2tpJdh/gSx78yFM+ZxHGOhmsG7Y4aDCSv/EasnOmioqsPP19+M6oU7EfunkdULeYS2LQtuwrTlx827hJqwsVuQubINeRURucgeewxTCHs7PaA7DAwUivlwcAXGVjeiqZ39wnTyRyo/3w/Jg+mbighLA4K14WNXC/YutMsexuXfo2Cvt1nYszpffb4DdrEs7F2eLOwNYfVxD8lDWQG3Vp8aCrDXpXfqREM6D7UUi3xxLrGNBwSoXOIiYZk61ShpurUaaYuJo6TbbHkWIguvoABeElS5nWYLNIFXxETM1bzPpy0tCgzUAsnb5n8GU1a3wz9dMMWzVSwjNAs4K6s0I9VEqT342vyWQYGglKZ4qkekzXMpP8d8DQSyL/fNNWv2dbDOhVhLvzCMeWp9P/g86IHHIhRYG552NWDvzJlOnDp1Gh999Ala245eZIcOHcGbbx7ET3/65sBg7913UyO/WdizOqeLhgJ7WR9POV0rqVJ5XY8nZfFBfUH51+udrguHLO9+9lmUmiSha1aVpUHv+DHEVG7YkxMMfhdBSBTn8l+QspyuiO+M18+MghqOy+e68EmiN98iZDVTl3DmCsTihIDG1JFQTnGZmPnrfb2cQEtkFQoulVLZe3hlvoOxzcd5zhTkwqwATFOCWRizM9ufCd6COEeojOEnvKB18kzdmUeQQ15bdKQZmjpqkgdwDGtG1+FXm1tM3zGBuaZ2K26up21wC6YPrA1fs7BnVXm6Rp696zIUJtgr0y4LpcpI4a9/2LPwN8Slv4lKdutRZZ+ggSxBKAU6ERGrgVwmj4zO5f7iTxhnUqhLOtHF8FzE9LwgR19enjjPN7NrM1qcj8CniQ8CPoGZICsIMvCDFA6Nh41hWndv88x6TH2mRc5DAuMZAp0o0/j3GIFZqQ60kOXlCIviRbMvLwM1XMwG8Ji56TDoRhDmsX2h/rbrMGLOHnRrxobvIsvrgamQZ9b005otboF9y7YXocDa8LRKgD2ZhT2rc7pGsEcSK+nluqoS7JV837DEjNWrqBPPEjAHkXlfsKfPvsyqTDJe4sr26knlhj0vnXZLMMoQskRYWZDdzGSNWOOeJCn5yswYrOEs/oq1Dh+P5UUTb2WFXKnXrCeS8cyZd/dEbAWCHK+ZNfvEc3EOXQRAk9BsqHsqpcPAY9346WkaBaP5ZwxsatRWnkHhpXb3UB6a4NHNxJ7HUF3XnAvWOdK6L0EuzZb5ntZHrlNVYupOFtMNLbWXM6216+wNdxvSsNcL+CzsWZ3TVYK9C4c0U7sOsNeHB2bQS30MQoPN+1L9NhBd3K/WeltvlbpetH41TEBPKjfsWbM2nG3Iw14P8FnYszqnqwB7BvQuop/r5NmrQNgrnhchpJRZXWcNI9CTLOxZs3btzMKeVeXpSmGvz/TXaxi3VBnXfhh3MBNQLuw3C3NDTMMM9CQLe9asXTuzsGdVebpiz14JsDIQJg/VwGHPAJTSDLAuRn2UM5gJGpdVrmlziTJ66nMhByrMaoiqD9C7lp7h6yELe9asXTurCNijWdiz6gVKF1tfoKRrJWUemL3zEHylQDTQHR2K7/wN9AGrh7EpSwkuaMtgJk8Mttzeuvg9xdJwq2tWQ1MXf4fnzMKehT1r1kqZhT2rYS09AK+NesBwUN61q6HrU+6167crVRHIe+y697/VtZKFPWvWrp1Z2LMa9rom4NLH8Oc113Uo95r011XRxUPRxltqgW9YyMKeNWvXzizsWQ17XQt4KRdkXI9yhyzsCXRLUK6GNSt5+NIqlYU9a9aunVnYs7ohNHS9VUNLldhPA9kmbDDtuvCduL62lLO6uio37H0ClqWK5BOtSgxPu2AwINHKxRGD4wzDsmb9Y+2SETGaF/i8xDrwPONpQeSsdkIz6yLHEUO1uDIjK18+LpEPeL3gMg/mzzAtaqyVkHM+68wQbZMG1kT1UR5mWWbtZ8t8PGS0GrMiAIUuU2bMzBUPcWDSWLPWl1nYs7Kyqlxpos0A3HoDhT2B3oWTZVL4s7B3rVV2z572miA5mT1rCVeCqRPrJ8IZwe+/hnbnShxwtf0FL7in+NGJQneIXD7dlYKZmE01WEWzI4U4z0tYpvhMEEdzeQU4zcPQlBEEXSZEwMeoLD9CpP3MBJKsm0z7mmnLNm2Y4fnpfhgqz2zhyzxUf5VVfKhbs1bKLOxZWVlVpgax1txAYG+wW8pZXV2VG/YQZ4h7eQN5kVdA1mOcXAYnV4yBM2k9DptakrgCT1goykq9czIe5EOmZP2CSMSY5dPSRYEUltUetq7aJZZjPZkiHxDilBBnmCZgPQRrDOCP2fdW1xgu6Es2fh31E5fiDQUTJIWR3UpaIGjKvcjyOjO+aYM1a32ZhT0rK6vK0wBAr/dQ7IVWSpW+Tl2lq9ywp6FZwVwhJMQpX565hK6jK6bBGb0cxwRo8q6FXbyifAh4iXbCZUqGGw9eQtjLC9qU2kSjTqVDuqwXkcwEhz7LjQvpMK2XMVAosBPjdQau8fyFhErVqbBtIRomrkaHiaI+IfFlT/NYeXXD0x64TFt8qFuzVsos7FlZWVWWBuHRK6ovwOstC3vlVdk9e0GEkHQVE/MCj+eRfGg5nHziNoy8qxlvJCKyA2ieUoOZ29qw7I4qOPUj4FRPxhNHUlDbM4//M7Fwv1AQrsZdmUfr8t8ysHiSoULI40smoN5pQAPvyRpnLNaR4qIky18dWDHVweznX8B8pwYjnNm4j/nVaQi5rppx+TljLyvIfAumotBIroATfvqenzVrfZmFPSsrq8rRZYCeNBDYG+yWclZXV+Ufxg0Jdx4t1Ct0BqYQ5/BG01RUj16Lo97HSIIOLJlMSKv/v7HszTz0et2W6QSyyc04pkZsmw3nzvV4OxubfPzCMaz9NyOw8Hk53wJ0rB6H+rHL8RGjEimZeAGc2vuwzY2Qz7yOdZPqMHXyg3jqaNZ49bL+aYSb5sEZtwQdjB95gsqQ9RUc6oHchZDZCDSLD3Vr1kpZxcLeWgt7VlY3lvoAvYF45AYCe8zponX8jMq1puINpnLDnoZINfciggufBKUZsAWGvbXqNlRNXoF34gSxfwJ/1/j/wtQ1RDvyFisE/60VGF/3+9gd+MzvFdxTPR5LjmeIZmcQH1mKaXV/go2MmiTbMcsZh8VthtPMEC7yh/DE1Br83l5mFh7GExPrMbn5KORY1KixAc6X/zPqG59EOw8z+ATZSDNAYlPXkEiY8womw+JD3Zq1UmZhz8rKqiJ0vbYJu7gcOxP3eqjcsKd35ERgDIInV1khNJ67402T4ExcZt6ZQ3AYTXc4mLXbRyEpGOBC6yo0OrfjGfKfV4ixYW41pj1BoiODvbV+MhpmbGY92aadC82s3iqnFk6Vg2pnFKpqqtEw6tOY/20PbtiOv7/zF7BwJwkvr5wDZnEa4ea5qBu/BicUlE+XbBEsaj5HOoXXQybKnX2oW7NWyioa9i4EPgt7VlZWVpWpcsMec4brJshFpw1NFXwXceLj7aca4TQuQ5vPQLcVqyeNwtwXMmRBUmHAinc8gzurJmDdm2QxdOLM9gfgjH8EHcExNE2oxswXWAajhRt+D079DLzgZ8x54so1yPZFcuOB5f8Uf8X4Dxo3IH88xcrB2/F1OHesR3sSaCDX1C2M00kiEfNSWs3gLT7UrVkrZRUPe72Bz8KelZWVVWWq3LBn5s+GhKxCt1ZXQaKX5ljeoRUT8Klxz+IYmB5tWDf101iwOUQS5shdHqIjK9HoTMOfvfWhAa8oeBHzayZi7fZ1mFg9A7uZTYJu5NoewRedf4PV7RGRkMAXsXwW6jKfQLN1cQhr7xiBB/eaZZzN5AvNxcDmhXDGNadLvxQCJAGvMrqBxIh9xLz1jmHxoW7NWimzsGdlZWVlVXaV/Z29BMjGGeNVM+/T6X25CDj2xHg441fgR7kunImPYvmEm/EH23jN8wlaAYL2Zbi9ZiyebtWuF5pxm2DzvFpMaByHyatbCZAkNtZfILlxrgOn7kFsEyZ6WmL5MBYvWIr3lF18ECvGO5j/QkTYc2lM55E4dy3ELc6D+IeYdeapGcZlXgHr56MLnqt+0aSN0g95a9ZkFvasrKysrMqucsOe8aW56ZImZClkky4cWT0ajtNAQHPQMGkN2sNTeGqKg4Vb0uFTJAEKRx9BY80YPHmUSaOCWW8v3DoPo0Y0YtnhNK+UzMyKfNg0owFV9Q5GjPgFNDjVmNrUbtb2C9w38MQdDr6xRQ68dFcOrdknCFx9p4Oaqmo4s/YbGPU1bsvqCvzYIrjex2cf6taslbJhAXtFs7BnZWVlVZkqN+xliU1x4iLKn4YGWjU0GuUJVQXylYiNh5q5od0rPONaI8gRvEwwf4WhsEsEmDV+OVGetk9zvU8MoGkbNFel+GwfunogkOFMq/K7Nf1XW3Gw3CQh/OVcM7SseoS+vH0eur0uXs/R8syS/cNQeRfjgvXsWbu0DUXYa7awZ2VlZXVjqeyePcGdWK1A4AqIWaHwSuOmLo81M1bKIohdAlYKZSLBUGOrJDd52QRlcHNmOzXtXSt+C3hC1jNgx+LMZ17rtsRdBhKV8IzgUMfMs0Ak1Pt8Ota7fMo3Hyg+D1StOIBvyu5GTtOGlSepsvhQt2atlA1V2LsQ+CzsWVlZWQ1jlRv20l3HchodRUFw5zP/ULvl8tzXJIoziJMuxiXPpVttMH4AL8khibXiHbGMdHdGjTELNMszF0HzKPQOnhDRLJdiNrZlKQyPBH2EtSyhLtGsDMXyVS8esq26LMDzWE421jQP9ocuelnhoQHDU+5pFZC2wZq1PszCnpWVlZVV2VVu2NPMWnndtPRKt6iMYVrFznBXEBkPnJkdy0ueKCzqMlui6boAzdAXAa7TP0MwJNjJTZiwPYpQ6Dbnct6Z/Aoayo3gh8Q4Tf3lhdBlYmXgd6XgyIhxcgr5Qka8xygsmGWYa1pY2QRm4fkhcnEPsFqz1ocNZdjrDXwW9qysrKyGscru2bNmbRjbUIe9IvBZ2LOysrIaxrKwZ83atbNKgD2ZhT0rKyurYSwLe9asXTuzsGdlZWVlVXZZ2LNm7dqZhT0rKysrq7LLwp41a9fOLOxZWVlZWZVdFvasWbt2ZmHPysrKyqrssrBnzdq1Mwt7VlZWVlZll4U9a9aunVnYs7KysrIqu8oNe2a1Y34EWiA50V6zWvxYixhrdWN+htr64hS6i3G11Yb2QgvTdKe12LGWYXZduPFpZE1+WgqZYVqM2YtRyLvMWpup5eAzXRwVzLZqyiNIuszCyVqLORd7iAoh82EdQo/FxfBj1pef2USZBUgKCbqjnpWemaU5jnjAMrVjrtnQl8fab1e7g6jvsviYKXnCJNrZDcqLP+xJeIkWb+YJ660mmV9qkhaQZrD2Cz7DVppwLTKtrHVB5xHrzTrrnNmwzgxn3XXZNfVKu0vbzmmXESVR90Ssr6ohFaHE2rUxC3tWVlZWVmVX2WGPBBIGzK+nPoIrgU7r6vFwqhxUj3DgODeh1uFnbQ3Gr3+fkYgwpJW8n8LLjvsUZx42mRyYYRKhdf141DjVcOrvxxblGcZ4e/W/YZ4NjPt72JQwD5abC86Y3dES/g79dLcNzyAS+0GMRKjrTk6ToXRNAMX8lTQhRPI8IOJ1iRQZHJjdeQmJhW6z3Zsyi3Od5tNP2EKBmIFBbbiWE6LBLfh47h4H9c4D2My8BKJe7Jt65PwYGT+DvLJn0XkWonom+S5+X8rcZI1CzDJUrVAxGBKwgmqU6sLfpn/zrKuKjgnUiW/CxaRFKLF2bczCnpWVlZVV2VV22CO0+H4BYUT44WcuSvAR4az9yUY4079jgEYgw8zh+S/im04dYW0mXgxdAks3oUmeM0YivWgLM7MP7rEVaHTGYXlbop3OmG8emfZ1GO3cjuY2RvCY1oAOLxoaovHceOY8BZxG1C1PXGDylqONh2ZrtVgYRyiU49D3O1k+gcoLEDAv1URZQR5Cfign004eCO50sbDlATjTnkAbs8gSQOX9U+KQkBfEhDTmJQ+dvIldhtgYVqxfQpx08yhsnQtn6iq8zjzUQHYnY3XLeceqsW95Jk9ppie9vj+BnSqkbeK8gGWxQWpGEUqsXRuzsGdlZWVlVXaVG/YKhJC8qIhEI+4R18ijdmzpWFQv2MuztB7wCIQEmih6F0/eWQNn4S64zCMkMAU+QYr5dInsFPVwE2FvAfbxNPa7TGDhwBOEvdnYqYi5xJSlkWMSnEZ6TTp5xoSQkVxgbobHjKsKCaii0waW2DsICFwaKtXOvgnTsuUmjtptyNAtoJNh8gayJ3lOM8RYgL9xJmpvW4wfMZX4S3nmiXWqj6KI2BKf+aiaPCU3sh4KV1RCJSMm++ajflozjgfdBMQcCmy/qqmYxDp+0kwWMb+7bvM9CUblVQwDN40byUtoYe9aW0XCnk4s7FlZWVkNH5X/nT2CSkGwlkWB591yTzH4neY7cMuCDYQplk8gM4RiwIjatwCfqrofOxjPZ8ie2dUYs+wAoyRoWTUWVfL+1Thwqh3Uzt+LA81fxQgNA9c5aBgxCs7cjYQrPox9D22rJpu4NbxeVTUOjxxn/gQ5z/0Yj42pwezdL2Oe0lZPx0ZVwguY3yQ4tSyD+TnOrVjVqkp10n6MddMcPLjlEJr4qWHom51paOrIsmYe9szTOcPrq1nHWzBi4W4EbNOeOTUYv/oA0xuUBI6ux11OFevDOin+tLVoFU0S/DYtqMJNDKuvGpFem7cHBSaRm+7Y05PYjpGsk2w8lh5NgVFQlyfRRoUsQTWrnNjHBEceFKHE2rWxioW9NYQ7mYU9Kysrq8pXuWFP3ixxXCjC8zqRi82bcWhpHg1n9mb4bifroZFO5m0mYhBdjj2F2zRM2x4hz2T7HqzGhLUnCTxdBEZ+HFuByc5cwiDb5ZFolP7ot/BZZya2GvRhCXkPx9dNQ8OkFTjiEomyTLjtQULS/em7f7kWPPklB1PGz8JqltMddiFhu9vWTcDIMX+Pt+XJi9g3W5RmITbKTZccRfP4KjgjJ2LNWyzH+wQ79T7hxKU4JNdd5CHZ+w3U3NmMDlEewzS8unuRg4krDiEf+jjFaCdWPYiVLaoEFb+DJ8fXwLk/rTnwIbznZsMZuxYnzPt3XQZOD61kf922BG2M4cediJ67B3XV9+IVXtaQcBgxdRgg8nMp7On7dtPvwNq1Mwt7VlZWVlZl11CYoJH4TCvqiVxe0xtnQOuKz8GZt914+eTdM2OtjKJ37fx4E2Y5Y7D+KCPmEmxc4GByU4tJq0myOPosxjuzsSMqpIDEsKj9SXzJmYVdmiChOMG3MdP5IlZ/mDczcQs+ATB+F+vGOpj9EssLDqB5jIPxS99CnpCp6uXcbfiD2q+gqZU1JKgVzEtyJ7BmUjV+b6fm23Zg5TgHn2s+ShCUFzJGoXUVRo+cj5099XA3zYMzbjlaeVXD1d1s1EsLR2Fi0/usKwNYdBJ0kkU7ea5hWX4P+/8YVeNX4xgva9JGsucBgl0zDjHLJHGZahNmV01BszyMbAaL5q8OLJtQjT/YTwD22a8EQ9MXCb9P86k41rN3rc3CnpWVlZVV2VV+2CPB8CNDAkkhxTXA1rZ4MkbM38Ow2MxO1axYUYobnUHSsRxTnPF45JiGJEO8NvNm/ObS15mPPF3M41AzJgj2lJ+KCLvhHluCMc492MUgPyJo7SB0mckedbipYYQZcnWcWmgIeM6WM6xbC1ZOq8L8DaJRJpLtnI16zfCtcdDgOKhrqEZ9vdL9HOY8x37DO1g31cGiXWwJ43drnRXWZXLdRDS9/jE5jIS46RuoGtuEdjbH03t9rPML8xxMWn7CAKTPMHY7Di9vZL4NZijaDEmPXoojGq/1QnS/NBNVjc04TnDTObb/gan/p5xfhNPANqlOtZrhW43/33ZNfmHGkZl+QuDUEjXsFo91y/vmO7B27aziYa839FnYs7KysqpMlR324m58jE9Sb5sfIJZLjKD0zqqx+NQc4hrB7HSQNdBWQBfBJQdv64OoG7sSb+T5QCUebZzt4M6VJw2PaTZq0vY4xlctNO/0ZSKt05cjPa7G+JF/iI1mjTzCz645qK3/I2wwkz5YuIaPFc5D/ubnCawguN27lbDEjBPfRbjnawSwWYRIBTAiPz4WiKazIfj7Tay8zcHCFwlRbIuGpr2WJZhUdTdWtheg1VeS7TNRO+5hvOExPdPIi/mdOQ4a1xwkgMmH+Dym19ag4fPrcZg4mPXzKGybbmbwHlcfaYx72x9g1MQ1OOZpCZc8YW8u6rScDME5ENiZXiHaMf8idFgrj1nYs7KysrIqu8oOe76WR9G81th4nsgniEIXhx5vhLPwxzwTnBGJvM4UCPEyplc7+MZms6KcWfZu4zwHE1ceZ36pFw/tazHO+To2BCyXcTTUmby+HpPq78dm1l3r9IWtT+MrziSseSs0gOQlEeuUmOHaIMgw1et4YvItmL+dBahiWmS5bTkmOHej6UBaz1PsM3TL88gTn7+Sk3h6ys/hni3pWKpZQLl9HcZWj8Paw6oH0LnzXowatwbtqpgmdTDv7TMcfHHVKfYDdWw9JtdOx4u87rFPhIMnV4yBM+VJHBV1Ms/85q+jfvLf4AgvFwSyR9egceQkrDzG7Ape2g5e0XEROqyVxyzsWVlZWVmVXeWGPc0I1QxUTbQw79tpLROGta2dBmf2dw3wRNpZw8vAbX8SjbUjUTX9ZRKZZugqQYzNDxD2mo4S7EhOSt/6DCY5c7DFAJVcYXl4B5dgUvV87BMxRiwgSLBloYMRzn3Y0xMrxnE0f/1pHNQMYLRixe0O5m5UHulyxirve9M103UhXhSIsX8ivw1LZjehTeDWdQirpzmYsyOUv82sxZc79Agaq8ag6QTbzaBo83w41fOwm8dmJw+WvOlBBxOWvcmasd8PLycc/jpWHyXIyRN4aA0Bsw71U5twJMwR4Vz4O+cwj9nYqjLYZPXlpukaTp7N9hFKBZ7uQay4//Gz0GGtPDZsYE9mYW/4av9D+g8I7aH9PSHXQ/vx0HUv80ZTTx8X7e5ne8KtbjSVG/Y0wzVBzwzRiADUecrA3tGmcajTDhp1NxPIanmf1uLTN/8V/pHgF8V5wh/zINMUojw2zxuBKas7EIWCNAa2PYkvOguwWXlqVDMIkT20HBPq5mCDwkRIYYIsCW/f9BpoCRPt0KHP0Y8dQr5ASgsPY8W0GswSCVJJTp7HAG4hxIZFdait/2fpMifVDsY9e5wRtJfGETw61cFCjT7H7Cc/i6hjGe5yJuPpQ2pWTP7rQLNZlqUOVTMZ0Q2waS7zWHWS/cl2sfodzbfDuYlxtLTL1Kfw7rZvwpn8LbTIUygqJoiunlCDmrpq1M7YYbyMWtB564M1cBq0vMzN7K8GTGs6YfrYWvlsWMHe6xb2hrf2P3R9wOvEs7i7Bz4eeug6lXlDKgW9u5890XPeA/UW+G5IlRv2iF1mcWTfyxGYSF9xYJYf0erBrFIPBhKaGFFr42mXDW09pnTarMwc8Fci8pPrrJDuQNEZZczM3dMMK8Sa9kAxioFK/tKbfNopQ+cCOHnYtLix8jBeOa1ezPRyFIZuF4NddMrD6J8xizhrgWezXIvxRqbDsewu1rGnLDkCw07DmvIkynPoZtg3GiJWnbX/GU2v2OXjDFMFZs09EiLrp5ZFZscOvQ6o9++iuJNpTZVM/nE+y37kOWFR2WlnDw0+hypQFp3BaTakCB3WymMW9qwqR9cL9nqrHGXeKOqjb5+9m5Btu/yGU/lhrwAvzCD0E3gM95k2CE8bqGEF0gWDzfhu+o6eaCYmxAi+hDiaCGFISiTHCK4mW0SatpBeFwgJ2LS1WoEcpY3ItNSL6q4JFMpfjGXWX1FkERPjmQVgTGKCpPgrZjrmo2LyKrCgvXSJiyqGGSSEQw0367rSKSl7kmDIiwzztZctz83yKoLbQDXkscrLmYqhkGjzNS9trmhUFSMoxppUwuSCR4GoaS7LFcwWeE05ywzkqZ78fvTuocotQoe18piFPavKUREOenneZL09Q1ddNzDsCbrODq+afn4WDzkP4Vr3xv6H7sa1/EqthqbKDXsaxGUpKSRJ8tD5ejMt9bBppTm59QwYiYAEODw6w/qmHixeN7Sm6/KH6cMglRFL4W9RjwffzKQQNBHFlEYF+BkE8SmTr3kvr1vvxakkHvfkbWbpMomGiQWFWibGwBk/DHSyvmYrNKbSBJFInkLGVx0Enx4+MnBmKkdSkw9RVWE3mKopuyRL6PXSVmr5mEyidft0QQEu3J7JGbGAUBNWtI8aI4ekOg2Dm43SeE0TNpJCz764zKMIHdbKY0MN9n7Gv8dVFvasSkrgdffdBL3zYUBQUgr4BChXrBsU9kr1aQp/F8PeVennogTy1q13Q6rcsGcgi7TDEk05RJQewInMrhka2RUQme2++Gn8WAQpEVIQdKUQxfgGGBUuAmIUL+wyYdpwQ+TFKptLeZd1V4KEAFnoZJBQS/kSkFwNt2oGq0CO6Mf88tpUlukFXi5OEdOYlu2OzHgpMxSdsWIRgVD76goz2ZsMz8MP0qFkQZfmx6oNQlsNGZt1A5WWxasGGvyN1IB8OjNZ++tGGrBl+0wXMD9dEcgWvI8NcCpPOf20P7A6KQh4Yg6ZjlELBQIgG2OtfGZhz6pyJPC6APRS6d2vi8OLEFL0TJWyfnUDwt6JZwnUJeC5LxX78cK+7W0DkvHYWq/ejapyw541a8PZLOxZVY4uAV56sf+aMNkNCHvXrC8vJQt6N7ws7Fmzdu1sqMLehcBnYc9q0LBX9Chd6GXqbf3Kwl6/KvbjhX3b2y4pC3pWlIU9a9aunQ1l2OsNfRb2rFLwKjlB4NLDuFekGxD2NIw7mDZfUT9b0LPqkYU9a9aunVnYs6ocGdiTp+h84OtrgsZV0Q0Ieyk8l+jTnv6/at3RB+iVZRjZquyysGfN2rUzC3tWFSEBgAE9UcBZ6EvtqoOegZBz+Z9nNxCFXLj0Smmv6uXr4vzPmYW9G08W9qxZu3ZWCbAnuwj2VlvYs7Kysho2srBnzdq1Mwt7VlZWVlZll4U9a9aunV0J7OnvqKur24Dexx9/gg8//AgtLW0X2YEDhwl3b+HHP/4ZfvDqD7Fv/ytXAfYYaGHPysrKanio3LAHs4Ay0m3FtPcsj7UhhVm8mMf5UPuGnUJ3Ma4WUQ5y6QLKiht3IkpifkYIAy2NDOR0TRvNegF/CgjijNlpIoczvMAsgp4FmP0IXkH70rIMtlULEWtzCvidJh4CnmjF4zCLMMqZxY0TbbvBcmOGs1SwpWwP82fZzM7kYRZM1vLQPO5khX18rKowP7WFWYYu68w8WcUw0s4bFPMMWI72/k2SXLonL9PkgzSep/xUZ9ZDVTV7hMTp95Nl/ma/DQaZOiQ84A+/KdPH1spnlwt7+lsqgt5HH32MDz74CO+99wHB7tBFJrD78U9+htde+xFe+d6reHHfy5eGPZ5fGvZ4U+lFPgFfb+izsGdlZWVVmSo77BFcBEpmazBKe9AKlFpXj4dT5aB6hN4nvQm1eq+0tgbj17/PSIQwQk1elMSEgj0QuHKELEFYVEjBjNhnfgskA0Ea00T5mDAmDGI9tPsEr2tXC4RdZDxmxvRJwvyZpcfjznwKWaZePDzFuoeEMm2blkvy7DcVwAgCLSYy5Wa1J2+MbCHAxnkNrP892MU+RDZv4oQCMp56/AyVaS7t6258wrKVX4CAEJhu16bdN5hblwA4hpt0qxko+Gnl4xzBlAF+wviss9n2w+zmkWOVkrPQYa08djmw9+1vfxvvkrG6u7t7hnBP4ZNPThnvXkfHsYuszQzntuPIkVYcPnwEBw8exg9/+GP8r//1v0rCXpNg7wLgOwt7v9IDe4rQLLOwZ2VlZVXxKjvsBRHzLxjPmbxauSjBRwSr9icb4Uz/Tgow5BdmTvh6Ed906ghPM/FiqM3JulO4ymnTsxh51lfsJTKKSVIBac1LCHwbvgZnynK8yUsR89f2Z9qFVnvJCtQyzEVYKN+fth4Tb4nezFa6hCf9g/a89QRgDHNZnj4TlaoSCWyePIQqv4DTpEjtXGaq7fE3mc1UVHTHa8Yrp7Aob/bQVTzziyaYQ8jIAj1+JKRXlmrqxFLge2x3T1qPiU0/8qLgTukLWx6AM+0JtLGILNtShA5r5bHLgb3XXnvNAJ88c5drAr09e/ZcBuzdeis+5B9809tvnwW+NT3AZ2HPysrKqjJVbtgrkH/yhq7S/WcN8xBUji0di+oFe3mW1gMELfm+ouhdPHlnDZyFu+AyD9bOQJDYy0AS0S3NJGY6fipo6wxUTVyOt3me+vpislKEfBdhL8vCmE5RlUni58mfoql0xFhjqGYvW19DpYIu9g3rDy/PI9EgxTKEnkGeZQeuGQouoIt1ZWnMMyDwEWORY2M1uqx8Al7QfroqWI5BfXapdmpIzAyZlfa+DfLdzDLPQLaScdhkfRjrjoWhKpymdgYF+Btnova2xfgRCJLKqgc6rJXHLgf2BGcffPABTp8+jc7OzvOsq6vrIisVLq+g/vYugj2GC/YuBL7zYY+VWHny5FngKw7lWtizsrKyqkyV/529HMKCICeLAs+7NcbJ4Hea78AtCzYYz5becTN0Q1AS9mDfAnyq6n7sEGspn8RH27JpcGp6hnudiXjyBPEo+oCcV4+a6hEMq8On5BWct4nZCxxZxvpGE+7UME3Nl7H0cGCYCTiC5ZNG4P4dWzDHaUC1Mw87CIHb7nNwR9NmrLrDQZ1TxbJuxtxdjN6xGuNNuQ2orZ2DrcoiMQPH2LOgGuNWHUasF+/idiwf52DhzuNY3Mj41Urza3hKdWUTPSJg3LEWYxuqUePcBKeO5Ux6BsfkyjNc2YHlEx380dY2NE9sQH2Vg5udaWjqyLJrPOyZp3PmWV+NKucWjFi4+yx0WCuPXQvYKwV3F1pfsPdTwR4Z7kLgOwt7v/y5zxnYW3H8uAG+VYxs3t+zsGdlZWVVsSo37AmuBF7GS+Z1IhfLjwa0NI+GM3szfLeT9QCCmHnL3eUSmo49hduccVjezvzCHH7afDuqv7Ac7zMPV/7BnQ+gtmYm9nYXCIoe/M1zUDvuUSJcBn53BJdFHXtkEpw7n8Hr8t/5bPOe2QSvOdjSGbCMVqwmVH1+ykw83vqJmSwhX9xzCwhStVOwrM0ny/n4ycov8bwBzu3LiGGauPEulkxinAXbFd0A2sZFDiY+fhBhnEHkHcfasVUsZwoeP67JGiFeUJ4TmvEzM3Qb4uATs7D+CNuIU7SDaB7L63O2w1eG/hE0T3AIguOw+ojeyDuDnQRQZ+JSHJJbNPKQ7P0Gau5sRodciAwrQoe18tiQhb0e4CsJex+wEssJeytOnDARLexZWVlZVbaGwgQNDZ0K8hC5vEYYY71aV3wOzjxCE6PIu2deoGMUXoYfb8IsZwzWH5VjbztmOlOxosU4/vCJBkzzB7BsXC1mb80SwQhF2+bB+a3laFeDmYGP7+KbziQsPqYM+RO65L0DWD++BnO2sqwghbYp639CyJTHrSsFtwXVBK8dzDFnykK4A/OrHcx/IYGZgCvgepFljVuBY8wmH7jYMffT+OLaI+b9uiB+G8+Mr8PnVh8ybeEP0P4kJtT+IfYSHs27fIJZ9kmodwtVyI4H4dy2FB2M7OEEVo4jPK4/jgzro/IKrasweuR87FReSr5J5S9HK1uu4fAidFgrj1Uc7P1SD+wtO3bMePcUUREs7FlZWVlVrsoPeyISIEM4MvBD4BM4tS2ejBHz9zAsJuf56XImjONGZ5B0LMcUZzweOZZFtHU6ahscOM7IdAi35mbc5NRhZP2nMXM7EwiKNsxD9biVOEqK0govwY6FjO9ghOLX0apqUMU0tTyevk1VOIiVdzqYzWO5GVVNgdS2BQ7uWPuuec/QN2EvEDrH4anjepswHWIOds5E7fgVOKiEjLd7zqfxuSU/5bFivI9V46swa6vexvPTd/bamnFH/WQsbgtQ8ASiLo6uGp22pWokavhZdddawluOBXyApVNH4t7dLCliBTTh41AzJtdNRNPrH7NE5rfpG6ga24R21lfTTorQYa08NhRhb2Uv2CuaJuCeB3tLCXvLT/D/LjSUS9hrtrBnZWVlVbEqO+zF3fgYnxiYgh8gzhJgCGTvrBqLT83ZQajJ43SQNdCmSQ9mvbutD6Ju7Eq8oWVUNvwenPoZeMHPGFhMXE3XYP0FQ8wzIIaFz38dNVMfx5sCsBwDd88iSD2IbQaI+I9xC4TOOOhOPXQxn3GTHDywm8csOEpCM2t2yzwHk1edhC8vY6IpFjsxm6C1pEVEqLgsb+t9qJnwKN7WOduxaaGDCWuOsg8ZxXsLK6ZWY/4+NlUBgtejj2Fs9Vexsk3tfgELBHmTV5r0UewhYVudiX+NFtbBjdvx6OgazNksVGR+QR5eyxJMqrobK9sL0OoryXbC5riH8YYW9mOWReiwVh4bqrBXtCL0WdizsrKyGsYqO+z5CcGFQEUjTxlgi0IXhx5vhLPwxzwTSGn2QmcKhHgZ06sdfGMzAYxnubZH8EXn32B1e4ROEPgi5k/occOcWatOnrxw44OonbYEB2OzfDJwdBkmOJOh7b21pLHySSdQABkt1RIdxd+PqcXsHap3hMDPmYWNtxPcJjcfNVVKYvZR/Bzur7rDTOzQe32Bfm2ZCWfMGnSwrgLIjXOZZnG7WUnFRSuWTnQwfxv7m200S/e9tQx3OBOxqo2VOLQGU2u+hhfCbsblxa4Yb64eh/q7luJNsw7Mh1hLCJ33org4rS/a1xEWx2HtYdaJQZ0778WocWvQzmMt6VyEDmvlscqDvVtvTWHv+PEU9hhBY716b+91Zmhhz8rKyqryVG7YSzezCJAnuBivmoCJYW1rp8GZ/V1yVepZi70M3PYn0Vg7ElXTXyZZaYYuE5AQBVRO3YPYRmzztA4dDmPxgqV4j9lFWtdkx2xU1f0BdgnrRHZM9j81saFqNp4n24mr/Gw7mheuRIdOCh/jrxtH4Z6tOUZn+X6XeWVw6/0OpjUfErUZT1+EF/CAMw0r3tL7dmJAZr51Pmoa/xbHeSh43Te3ChOaDvYsFn0MK++sxrxtLJLASCZF3PY4JlVNwGOENRx5AmNqGrGYEJphH+Pok5gmT9/o9Whj7r5/HE23ERb3qhEeuyCL3KFH0Fg1Bk0n2K8MjTbPh1M9D3JKxoTdInRYK49VLOwtI+itOHnyLOxp+RULe1ZWVlaVqXLDXsK8EuTMsKRYKe48ZWDvaNM41GkHjbqbMcKphUP79M1/hX/UkGqcJ/wxD3m2fLOBGTbNaEBVvYMRI34BDU41pja1o6BlXDwNt75hPGpa6qR6/g74HgmPwLdxTjWcWkGfg5raERizssWEB+6baJ5cjW+8lAKZ8cJFAfYuqsWkVe0IVVnSXhztxb0147H6rRT1PNVk52wzO/akITng+VkOJi7X24JSCxZPYb4kMV9Tgqnc8ZX4cvVtaJaXMQ7RtnwiwXUERrENIxqb0LH9flQ3rsfbZD83PIDlYx08uJP9qMazHlHHMtzlTMbTZFB5SDPE1eZpalMdqmbuOAsd1spjQw32fsLwIsP1Br7zYY8nRdjTRQt7VlZWVpWtcsOeIMgsjiwAk7srDsyiI1ogmFXqwcCs8aQVCDPaZUNbgymd1qWT587l9dhn/fVOn0lLCBI4qlxBEX80jKr9c7t5TQsjR64rtpSTjhdZDzn0NAmCcYRuZh/bQJkwx8RnX6ierJ8KMIs3K36nAS72xtl3BDW8Sh5VzRBGzJ0nKi9gA9iNlPqvy4SbkVkBG49dfpqhW+ajibgZTd4QxbIKbtJpDo0bVH2k9wVJnGq/mFKNU43cDPs+KC4qrbravXHLbUMV9i4EvrOw98s9sLeUEZbzgtx+2kXDwp6VlZVV5ar8sEdQCjMI/cTsTOEzbRCeNiAmwioQoNLx3fQdPYREPpJPYjAtBSwmM5957TIRd5lJqqKfM4bEaISfTOgaIEohiWkJcRo6FkWGWvaFQPdRxD7oTveajaJMujWZLjGa8hDEmWtmL14CXBgbgGTr4Gu2LYNzscfr2umDEQssQwsi81BLqaiPfcGa2q69b5UP2yIcDFwCLCE2m7isdbqbiBaOMWXzXKPAcaDFkym2tVDg98J8te+vyvUFpmlOJn8/yLOVwVnosFYeG4qwp1fxisBXhD7tkHYe7MmzJ9hbycRm6RULe1ZWVlYVq3LDngZxWYoBFiMzPKmN/FPHltBHQCZwgaZXiKF4dEZuPx64AiFBmJl5IYhTFEIfGSird9YIXEpjTGUwMnPs8ajxgczLOV7T/FaVGRH4BE06dhmewhbrH6TAlbKUMkuvCfhUZ629pwCzlZqgS5SoaCxDCyLrn/ZKE3CacOXDD9VpnvMAAKdUSURBVHn08ugyryCaXBUgsOxJHuA0w3hdjrpIS0azPP346rkM66hdPz4yTTcJGE/DyWbCMKtShA5r5bGhCnu9ga8k7C1VpJ6LZjauhT0rKyurilW5YU+AonfgWKIpRwunGIqKI7Nrhhxhgps86UUcaCZBCO6YJgi6zLt0Yhwl8Qsayo3MrhmB6IgXNM83ZzyDFNOFuVPkIu1/2828NWSroVjWiZc1VJxoyRINsfLcI3HpvT954YoQSOIy+Wreh5aBMRF57hP2Uo8fw/lxtg5K5qdDuapnoIpnGYE/WR0rUKCovCP2nRBXLkQ13GX7dZ1Qy64xRRfCJN1Sjp1hitP1RLtpxKaP0nL43anN/ClCh7Xy2JCDPV5b1jPRVhtklIY9VkKwV7xoZ+NaWVlZVbbK7tljXkUVPWaS4kjFh6Y1a0PRpOK9KvW+h3VvD2XY6+3dOwt7Z5deOXHcwt4wlW5KazeeWd3YKjfsqVwdqwwdSypXefd+iFpZDUXpHtW9qntW0j2se1n3tI4H+99Y/W1dD9i7EPjOwV5xUWVF6rmoGbmapGFhb3jIPvhvPNnv3Krsw7g9KpZRlM51vXedrFkbaqZ7VPdqUbqHe59XAuzJLoK9JR0dhL3Uu1dcfsXC3vCQffDfeLLfuVW5YU+fSqeyiirG06c1a0PdivdqUbqXdU8rbCjDXm/oOwd7n/0s3ucf9pKjR82WaXqxz3r2hpeuxYN/zNOXbzeStCl7OWRhz2qoePYU1vtcKsaxZm2oWm/IkxSme7mooQh7Yrh+YW9xWxue6OgwF61nb3jpaj/4BTClIG4gdiOqHMBnYc+q3LCnMnTc+6FZrI9UjG/N2lA0Sfeq7tmiivez7u2hBns/5jXBXm/gOw/2/nkP7D3e2oonjh7FMkYsTtL4mYW9YSELe+WVhT2rcmgoDON+73vfw+bNm/HKK6/gxRdfxK5du7B//37s3bsX+/bts2ZtyJruUd2rumd17+oe1r2se1r39pCDPaaVw84AXy/v3jnY+43fwPuui8eOHMHi9jYDexrKtbA3fHQ1H/xFcCkFcgOxG1XXG/gs7FmVG/Z0XJTOi+X3TmPN2lA13aMX3rdF6dqQhr1e3r3zYO89wt4jhw+bodylHUd7YO9tC3vDRAO6Kfc/ZICktz20v+daLxWhpRTIDcSupvY/1FPXUhUdYir225XqxLN3n/1+nLuf7Qm9WBb2rMru2Uu0kLKWEnb5pIvMQsDa0F+LE3s+6+UnWnqYCoGCZ87NbhpaeJgX/CRIFz7W6sRmJDhEEDMvXg6Yjcq4lPlhwPq4ZicNttzkEWrLM336gVk8OR+fUXUYT4ERq5Hu0KG4pfK8ntZf/UulGYzp+0kC3gPq2nRJaHZ6z24iYQo61vq2IQl7hDxZb+ArCXuPtx4xQ7nLGWHlyZMW9oaJ+r0pTzyLu5278eyJnvNLaCjBnpEg9UaBPbW1F+AZ8Ouj7Rb2rMo+QcNQFE2v6EVmo1gDLIWE+RP+tNm/62fMPrBmCwkjhil9wPgxYU+7XgjsEtaLV0PtXFGImFXpB3BvM/vjMo8kzKUgo7YbcKL8QvrJ391hFmGe/cAqBCHL1XYerHepPK+n9Vf/UmkGY0Feu390m6/IFMADj/CnfUv0WSqNtXM2JGGvoyO1IvBdCvY0K/cs7DFTC3uVrwHB3iW8RL1lYe/ydDVg79m7H8KFLd3/UGlIt7BnVW7YK7jCEppoInYRFUQvhDdClbxV8iyJMQRZfsx0ccEYryqKiWr2iTUnrK+XS7cVS1ztgnb2oduXaZsxPxAYUoTF9JN9IGBUnRig1f9M9vylXXN1HPm5tI4l8rye1l/9S6UZjEUe+1rdLQ8sv4Qo9E23ZOO8+SyVxto5G9Kw1wv4zpugIdj7FmHvsdZWA3vF9/Ys7A0P9XlTGo9ez5DghdYHQOmadCHEvWpCU/3Dd/sOu+oqwt4Fbbl7IG7Kq6Bn7+7VZ6bcZ/GQczGU6doVqQ8gl3evVFst7FmVfRiXdchE3TB+qYQARdYL0UWI48PSI07wU7CXE7jQFN8PcvCyp3sILIuEMKKBXJ/lMlvG15BwHh7zKj50+7KM6zNtYMDS4IvPfogJSkzr5boRavvbQjZFPL+AM6xdEp5K+TQqnef1tP7qXyrNYCylR8I0D6JCDl15BbDP1d/sklJprJ2zioW9R1paLoK9n1rYGxbq96a8Sp69f+gE3nm9V9iLJioe6xXnqssMbRJ4LhiGFoRda+ArVUYKf/3DXhEOS1lJWdizGqTKPoxLdiCaaft/AkQ3ooAokXjIJ6cJF7zo58ywqa4jHyFSZJ67IQmP6TXQC8bTqOqpyNchwxkmECQUFh+6fVmB5bF1fMoSmpin3tHLJWm94iCrF/aMhyzHj6jA+hFyukMmEoQOIP9rbf3Vv1SawRi7nC3OGOceMvwWzLuSEXFPZZROY+2cDXnYoxnYY7kG9rSDhvHsCfba2lLYO34My08ct7A3THS9YE92FvhKgJ7sqkuwV/J9w/14aIDvIV6O+oKsvnQhxPWGuwutpCzsWQ1SZYc9twDDJoSWnE+gYrg8cqd76qch2kjwlsi/J7L5yMTRWRjlDNMVYk0YOKPozIBxGF1MGBf6f6dM77v5JCPTfiZVnjoWLKkM1gquZnrw3ItdjZTKeWYAK0nKD3v91b9UmsGYsE7dnvMKBnSz6nC59AjAKrtUGmvnrBJgT6Yd0s7BHv+wv3XkCB7tgT291KfF+CzsDQ9dT9iTCfikC0FPdtV1iXf2NFv3Wr3ON9i8+4S4gcrCntUgVXbYE5WEwpKcgYo8yzQg4bnGW6fhyVQa6PU0wGvexZPXLoUZwghhMIwYGOhCiLze83Nj440rPnT7MjMpJCqwTAEM68QsZOIZGdmOByESN2vK06cqqqJyLLdUntfT+qt/qTSDMX7JqRc10kQNzU7OI6sC+L3I21cqjbVzNhRhT9veDgj25NlbLNg7lk7ZtbA3PHRdYa/HoyedN6TbY1ddFQp7Ou/LSsrCntUgVfYJGqxDClKih4L8SOZduLaVt8KpqsUIZyRqdc/X34IGfo5b8T4jEELcdwx8dSGPfTPq+TfxIHYJcJiD8lB2QrXiQ7cv8xItXcIsGXv/ok9jzBI9GBXGzER0LCQbxgScFG62zXPw5VU/M+FKUyrP62n91b9UmsGYutEAt3iStuUBfhd192KvguzSK/3aUIW9C4HvYthrbU1hr73dvNhnYW/46LrB3gVDt5qg8SrDese56jLDuBe/I8cL13wYdzCzgC+EuN5wd6H1pVKzcZ+9287GtSqtcsOeoETvmkWaQUo+MR6qOEHb8kY4c7dBS9pFyJlZoIi3YXaVg7qqWdhCDIk1GSHJw5X7jTCGuNusuycWNOeEHq9niZQodOHFQsoQOZXjs2xeF8iEsZYRITTeX4fb1r5lINK8/MakwtHu5JQ5Txj51Tk1aHzySHotrwkhCQoaQuZ5SGh1A5M6hU2WmWe9Q/80goglsx5umFPNgQyPee4xPEMozQYMEJ8F6fCwosib1s3yI7+LfZVm2R1p5rFOeMZjeTgLrnlzEdvmOLh11Y9NFyLOaZTVDJN3s51Kyy5H3tA1jX2naHr/UdfAfmM0Uwc36jKf2DYTtRP/HG0Ean5bPelUDx77WdZTwKfpIZ0MY2I3zcZU1sBwluFdOM0wTfAwbWLbTA9F7oDWQax0G8qw1xv4LoK9h3uGcQ3sMYJg7ycW9oaFrgvs9fGO3oXAdykZgBLwDLAuRgb2BEnng9BgJmhcVrkGJkuU0VOfCzmw2G9XpAu9mJfwalrYsxrqsKch2jPxx/AJErocRW9j9Tj+Hc7eZXjM83MEiZjgpPdCXHQRgMwwLyN7HsEvlyFmEIUIFl0sR4gn2uhm3EIYGC9g3kBMjBfmOrh9aZvJR2DnFlj3ruJae+yPpIBd992EO1YdR8IKhSwkYiUivSfIPGLRHOFL3KOloFWaTgRFKAhxBKf8LRoliXUrW9NeVZfgmXhpHjzPFRjOvMVmyGhdO8XRLNg8w1iG8iT05dUCHXsxvj/3Jkx48qCZQxEQ8rQ4daK2F06Z/k1fjmQyxvdZlmBTbQvygmD2odqhqvFTfZ3s+hqqG9fhsJZx4c9p1rlASFOeWgdRxepTlSzE7H/ly2ta5w85fmEEWOMcZZxsxH6k6V4ymfPe6WQ7ilA0XG2ow17RLoa9lhY82tqKx/XeHiNoKPcnzNjCXuWrz5vyLChdbH2Bkq5JvYGu99CtVGrpleKQ7qVUXMZkoA6z/b130LigLQMFPWmw5fZWMe05K+VlvEqwR51t8yXKkizsWQ152OMpa8IPQRuP+cvfNBdV1ffgZUXPe8YjN2b1WyINEyF58X441bz3a2VTsOwwgwVPLWswkX8TNzlVaKhxUN/4d+jwCVmCp0KMrfc4aFz1ExxYy7KZ9hfqfxnOpFX4mcoRJ4UxNnzNwW+uO8oU7KMkY2jpwOoJcEY5PcPNd2LFodgAYDdBR03K+ySlkPBHuhKgdqy6E05NPUYxfgPjLz/Cvsh42HT/SDhz/pEphKeJaoW3n5oIZ/RitLKvcfARTHXq2LZRqNLnxNV4kwUUyFV6jW7DQsLqqncJUfLDvYJZI34La1uYCSGLNUD+p0swuvY+7NEJuS44vgRfdGpR1dDAutSidtKjOMI+PMU67rzn5zGi/ib+96OO7RqFmlnbzffw7XsdjF3Var4LX1OBQxdH1t6OuvoqOFXVab/P32LqDkEijmP1RAdzNp7E8in6Pm5hH01G09u8REAtQtFwtYqFvb8W7B05ksJez3t7FvaGh67mg78ILefB3iCsb6WessF5166Grk+5Vwv2BioLe1ZDHfZCQpJP0BLIyfslL5J7cAUm14zF0gNCitQjN2Zpi1mgufvoI2h0Povm9pxZlgRb1+KZNsNkaF03D2uPKElIADuC5Y0OquftIZjIB+Zj5xwCS+1NmPJEK1xSWd5rxROT+Xc/Z5ehNm3Utn3RCNy5kvQol1tQwNGVv0XoWoyfRF0IyTbJxm8wjwfNO20aSjUA6kbIBxrSJLytmobacc1oCTX0GSLeOp+Q9EfYSpos7J2BqsYV+FBp+X34yQksHt+A+/do1DdE6+oFaGLRIM7FeA9NE2rg3PtdXiPthTlsn+9g4pIDZn3CINiM2c6vYTmf8wnrKdpL2h8mLM7HFqZWV7676gE0HdWUF7nz3sBSwdj9O0SnjNyNrKD6zlU4FPnI8/tJ3Bz2znYw6Yn31Bnsgjzea+b35CzAc4JHhhF9sYRwVzX3e2aCSBi2YM24KlQ7k/Esk6FwGltnj4IzeT1eZ6WKUDRcrTJhz3Xx8OHD52CPESzsDR9d7Qe/wKUUyA3E+lQfw5/XXNeh3OsNepKFPatK8Owhz3oIlRQnr+HDXZhePx5PHdM7bC72LBiBKeveNO3B8ccINL+Pf5CriwASayeNPKEjDuBm04kLpqwwi1M752DE5LU4GPIaurHr/gY4C74jjmG53UzEwt9ehmlVU9HUwTA/wdZ51Ziwps0M6UbYiG86d6HpDS1/wnKUDsewenId7t1OumLyvCqhd+BY/7z/PGZXTcHSI8RWFqK6BMFhPDGpCos2MUphO+ayrHWtiVl+JnjjcUypehA7lTPjh6SnDLtBIOprq7iNM3HLhPXQwLPK3rPAwYS1h9J3CKMtWFgzjnlFZiKFPKBdx57EhOqvYXuUeknV1QI9pdXqNsHu2XAaH0WHOkCuzB3TcXPjOnQosmlOgBfnOLjzKbnlGMX7LmY6E7DuoIa62U7VUXFbVxG478U29pGLFjw9lhC6/iTr4MJ1PQTHV2Nq1Uxsjt2zUDRcrWJhz6yzR9hbTNjTO3sW9oaPKgH29mt48rp79a5PuRb2rMqhIe/ZcwN0ETPyAetYSFDQdIaOlWisnYLmFmIKIWTX3Do0Nh/nNdaV6PPsGM3Orcai7zK/sNu8fyd+EYf87IlbUTPiJtRoGFTDjlNXo02eQ2rLN6sx+omfiX8oQpCZtLAZC2p/B8tbs4Y7Ny50MHnNAUNXhU0PwKmpZl4Oqmj1Ti2cOg0TO5i+2SWVuaY5UXzaeP2wdaEZHh5Z9Sk4IxwzdKqh3LoqBzO3u8iFn+Dl33Uwft0hU4e2prFwpsuryH5iQ8mt+OnqCRjZcDOcBqVnXuPX4Dg6kfgxts8difFriX4ENS+/EV+vG48V73roDrvYz6zyO89grDMDL2hvX3V2lMWRptvZV3Wsu4MRNGdME44zbsT2xdvvgzP5EZzwNNTN7yDxsX/OSIxb9zq0rA02fINpZ2G74qvLQgaqk8NNWFQzASuO8SRoweONDmbvKLBevpk04h1ag9tZt1WH7Dt7F0p/W2WFvV8m7L2vHTR6tkuTZ+8JDeMy0k+Y2MJe5etaPPhLgdxA7EZTOUBPsrBnNdRhz+xcwesaNZWzDjiF6B/nYuRty3AgZtwgxAvzHExYftAAXZLRPrGEjJalmCp4cb6J3YEy3ocFzi/AufNJfKCZvYyHnXNRPf5pHIxUJxc7mc/k1cfN5AjzzhnbHRJc5jhfwJNHQuQJmtvmO7h95ZsGXLB5FvOfjq0sTh687kAxWNNYb9ydIfQEPJeUGyln5zyC4b3mXUPP7AlsFokxYKczxQ13LoIzZRmO4jU8Nfbn8PUdDNPaftEruO+mBjjjl+Egs1N/+dsXwJm0FO04DW1hu2fuz2Ea+8EPVIuN+EPnd/DEQeacE7SyvieXYcyImdhlZk1swlz1z8Rv4RBLN127649RM7UZRzTJhafRrlkY2diEk7oW5U2ZG3+/Frc9epQpYoR75rD9XzdD1pqokWMbc7qPkj24z5mGZlF08BMsIezN2hEgT3A3HsOj6zC+Zhr+toNN74Gi4WqVCXv8w36k5509efb0zp68exb2hofsg//Gk/3OrYb8MK4oSGxCgDGX/ZfxACFlHiEo0dgjqWTn79+MxuYPTDzXPYOY9dK8VaADT06tQmNTK/KH/8IMie4RWfFSjjDWsmI8Rk5YhXa/08DN7jk/j/rZ3zYcZxZphoto22w4DQ/iJdUjT76bV4/xTQdMfE2YmOJMNsOurL5ZXkUHOQ15xj1LmjCi2b6MMBYeX4bbnd/EsrfNlBBK8MO4iqikWgcm2IbZDePx1ztW4I6a2dhvCiIotTbhbucPsSE8wyxVQAGHVkxAXeMqtKbJsWGOgylr2hB0dTOzPZjvTDJApWtmtu+Gb+JTzkLs4nly8m9YlznYy4tyOmodlDdW/kvC3yp06J099pO75UE4jU8QPFX9xLzKt3O2g6nL23k5gN+ygu2fgGc6BJPMU8PLEcG0428w0ZmNzaZxp7FmooPZ25kJv0AzHN+2FONH3IoVLek9MJyt8mDv1luNZ+9RefaO9MzG7Vl+RYkt7FW+7IP/xpP9zq3KDXsCDQ2+6n2ulH1iFLoKOPnklwh7e5GJ+cALCS8aij3yNL40ohr1szYYglH6LmLdtxc5GPvkcfEJ8htn45ubmam8fvgAjzU6uH9bhHzbCgLIFKw7kjHlREeW46vOCDh3fQttev/Nj7F5oQOnugrf2Oqnw5KFvZhXW4PJ60+Q2Eg6ZJeXv16PLyw7xvx5wvKen8c0N80B2ZMiIAUtWH9vE9rURoZ46FmSRNzD8x1zNWz7Texh/V2m95K3sHbhYmjE07gv2TDNCh47/nZMW/UuMkmOYNiNpG0Vxjm3Yy3JK9D7hMeexlec/wPOpEdxnOSYBN3YON/BuKZ2IioLy72PlVNugTP9OQN6ATF3ZhXrWjefRwS3jjWE38l4tOUD9v7HQPvfYXJNNaonrsW7qkc+RrR9phmmfU4Axyw1QWX37GpMWXWYJyk0f2dW6j19ieBtlrAhYC8dW4dpzR28zO/HexPLJjiYtZUX2UZ5arMtj+BOgmgT26LvcDhbxcHerwj2+If9WEsLHu/x7Jm19o4etbA3TGQf/Dee7HduVW7YI7nwR0OffNAVCGUa6gvzOL5yitkxo8G5GSMIXE6NoGIR9rJsTVLIauIF66VVfHfPcPDlZelyIOGBdZjg1KCmth4O4WbqqoPwXMaLA/z0yYnmnboaLckyaSl+um86nPGpZywT5wlLN2HC0s1YPKUOdSy7tupmOLMJltEpAzZa9e47D1Zj8lOareGS93wUWOiOBVVm2ZWq2pH4FD/HNp807SG+mnX4tH6d6xVMH/t+iN1zqlBVX23a51TV4fOLW5Ah0BnAZDrsXIBPVX0VSzs6VayhRHYZOpomQe8Gmr5obEbbjnmoueMxtMgryn97770Fk5reQqbQjXwhgyjehPvYBu1C4lTNxt6W1bjL+QNsLWip6BjHnpho3jOsr2E7Jz2Mts2LmO8S5sdKhPyu8CGebGyAU8/yZpKgSeYbZn+aZbxhJpDkfH6H+SwOLbsV9Q03s256D7IOjct+bMBVdY9A6Bw/Avft5gnrafbWPf4Evuw0Yskx1qIHioarVSzsPdoL9oxnz8LesJFuSms3nlnd2Co77EU+sj6hhnkalxuDzHtuiZeGERr8KJ8ONcrjJBiiafcLs2+EspD1HBf8XApNeRMJHk/MksQ89cKPdWSgUIVEhZwpUhmoTXGsdqceRm38n2au0Vsee+kMWYWaxYF5rMkGZjeLpBsFXmRLTZlasJiFGthJ/HQ4Nw47UWD+OlbNs8w1VuXUx8xU2XTFrnn3TkOdZhcNLbscesglWVaCKXsWPXaZljhnZhirDLnUdBwJL9V49qupA/PSbGQVqjIU19eWJGqEaZuM4ayX6qKlUsxQNAFV9ZNP0SArv2eXbVRWZucLZqGhcp/XTeuYj+YzKzvTnwTwgscOVoGmLNf0makIf7Iu+yFKv6ciFA1XG+x/Y3UfDi3Ya201sKf39izsWVlZWVWmyg57+qH5hARtnyVA0DIeWqxEUy3yntZ0Y50SwkWQg8d4iitoEAQqjSBMQ4hB0MWUeZNnlxYyVpsY1YzoMo2OzY4SPccCEcFNNmYaBiuaEMcUznOlV1zfPU36I7wIUpSO+WuOg/pBhKMV9Axo8aKWtMvrWN4xisynAHOg/MNYUMnsGGDeXyM1BvEpQukZgiFBSoCk5OqDkP3G8tnqNG6sI5IWf9TuWAClGbCMq31Ecp7y5LmhKObB+gl0XQKegkzBVJcanvPMAs+mfgRK33SSlo8hYGqkW2028dUogpyuEjpNPqyT1vXT9nSmOPafPJjIZ/i9aos61ZmRetqi74LfNruP5fb0g7nGOEUoGq5WcbBXnI2bvrN3BI8L9nomaVjYs7KysqpMlR/2XLKca9iKwQjN1lyECM14MCCVAomni2IbAoIOtSSxeCqXpHAH/yMT3yM8+SImecG0xxovKj6bIO4wkCNwEpylpTIxizITMvijY7PVGUFGe+YKTMyyJ/w8w+gu44t1AMIQzzRz12w7xogGnKKsnJIGlrRQjE6MX5LPz4LqU/g4BUmWowP5zgzIqY4mD9ZNp8pMxnDt7+vm0+VTlGXk5c0lAVqGtRHgdUUZA8Ge6JDxcuxHs3SMp8oxsuSfYb+zdV6OcKxOYz+zSgLCHDNWnvKq6l07z0/McjFagoXfOEJ+v9qpV4EmKetqFq2WO48/Zss6ptE+xYytSvKiEDSNaybT8ETvIKoNvgid8YpQNFytYmFPS6/Iu6flV4ozci3sWVlZWVWmyj+MywecwEG0ZJZIcc1kBi1aIkYxgMNnjxmOFGaJn4QlgjxBBGPpfTihhaEVhsWkHgGYoMu4wZIuwyTJaR0LRvRBKMwWzORfxKeZtMt4CA1+xZqKwIc1yzLDwOEZRhLZEKBUDeYheGSrDCylQ5KEUPaLGzGuZqryuhx6xkuZSSsjmGPvMAmBkFBqlpJhI0+rjqqH+ke1M3CWQp8yCbQTB48VX8eqZ6yXBZVeS6qwvIJ/iul7PJkqmPmpbRoO/sTtMnG0b68Z0la46QRCnSan5FkWExmIUzg/Fc9ngepSeSPVbB0H/I40DKtlZTxXC0vzmyL1qSrKN1Imbt6An7x5+p40xB0QPjVEruFi7f+re0CXi1A0XK1yYe/QoXPevZ739izsWVlZWVWmyj9BI0RO755p2RF+yptGFqBSwEmBhrChQPGWiIfkISbR2sAKFCeZuAz0CSFyCupESc2m/ARHn0Dla39cBip+jpkIppQPcppEkWEerBMhSkXIw6UhXg2naikVLZ+i46xcXYaA9JYaJZ5RM3ommSjzLIFM7xDqPTrVT2vQyduoVfjYkz3tYt7sRxWmMPO+H8MLzDsdXuUvnTO8oJnKjGqayzpGolCxW1pcD4Uxq1y6k4XeMTQrBaoD5H5jJAG0ihVQKg/Brul/1pExeU3YTCkvBhuHHaPmw05zbtYFNMPEaZ8pP4WrH7I8MNCtDIzJC8hcWbTmxpixaHn2mJ92PFEcT5DKvlQdhrNVHux99rMG9r518OB5sKcZuT8+c8bC3jBWuRb8tbK62rL38sUqO+xpSM/QRIJunhs2SCLzHl2XIRlKdUryDCczJL6ZBdrppx40MaCrIcPQM+/LRVEXYUfr2J0yUJISh8pgW3rW6hPzGdebgIVAF4Tpuncq2xCUXGKCP3kaBTQkFr1uloKMBoALKXzmeZ110aixWFXv33VqqNNk4pp16cxhpOkOisQk/BDnaBqv6mk8bspbMz78boQET/Yq68n+d1UHJudlvasn+BKUeUyn4rKaKaGha7ahKxL0akoFr2goPJsmJIul/cDPdNhaTdA6hNpSjSe0vMZeQ/aAn8EpwaDYUp0Uqj5pPJWnwXNBoPIS+LoiUxEz66+cBbmC7dTT6ZlhZX1npg+UQ9ydDv0yjzA6ZYovQtFwtYqEvff4x/ytAweMd88swdIzlPsjC3vDVvbhaDXcZO/p81Vu2OvPBDC+9lglxLl58oimlRIWglwKT6XS9Dahk0aIoVm2RBxhiE4Fh3pvTZMXDPTRzPuCyrMIdqSUUnn2Nk1aCOWtEgTJ+EvwaMrkcak0g7Frnb+1a2sVB3u/1AN7D7/1Fh6Rd6/lsIW9G0D2wWg13GTv6fM11GGPP+SuwCxxEmthY+ODowg7mrRROs05ExSJ24IiJCoLuaHM+21qMwPkoGKQZvf6freZ2CD+Y6+UzPM8Y0S972bcV8ykUNBQp2scdfIIlkwzGLvW+Vu7plZ5sPcbv5HC3ptvEvYOmKFcC3vDW/ahaDVcZe/tcxrqsFdIXLNkB2Obl/8DzU4ICHmaOcHDUml6mzx6Aj3zfpwfsO7y8FGEKLPem8iPNKhhUDOczHDDgiJEHpfKs7d1yjPIdBoJLb5np2Fbbf9mdn4rkWYwdq3zt3ZtrYJh7w0zlJvCXrq4soW94amr9UCc/hnH5JXaODT1hF++mjBOeY0beE7n1eEz03tCi+rJr8/r5zSYtvxg+meuep7SpdtyTgONJ6Vx+y67aVyvvPqMN/B+TDW477G/OhY1kHbrmlWqoQ578mlpMoCWC0nfbROsBT0ernzJNL1NQ7diODaQwKgFRtgmZSPoCz0zaxcFlaP39khSBKi8nIBZFdo/THUpM5VBMSk8rdEHFwUNvbpp26/ErnX+1q6tDUXY0za3FvaszuqKH4g/mI7PMI/PTP9BT0APAPULAX2oJz/Va9y4cQODhCbGu6AO5ysFjt7XDdhcWMfBtkXl9rpm4l5Y38vJ85Jt6dFA4xXVE78vkEqhtde1C9qWaoD9KF3B93hJ2BtEuxXPKtVQhz1NYGBUSnAG5HoW+JX/LRf1P4xrFkUhMMmjJ9CT104jogIoLyE5KTNe15p12mJMM0ddfapQllcqz95mXID8yCBBLvbMLhMR89VEioGk78+udf7Wrq0NVdi7EPh6vbNnh3FvNF2rB6I8L4NwypWWHuz9ZiIA6ccT1Ec+A61jX/Gmf+bicpvGfQYD4a/SeQ6gLUYDjXdOKu8z06f3mW76Zy6utwDwvDpebj8O6Hvsv46DbbeFvXMa6rAXJLFZMsW8X2dQLZ11a+CP0FYqTW8zYGgIzzBdmkb1TswSwTwR8PFI00wNBOpQs2G15Er/i/7KMejmecyCBGGmMEKYVkWWc7BUmsHYtc7f2rW1oQx7vaHvLOyZpVcEe3aCxg2jSoe9i4BkELoiMJPnqoRHS/UZiNepVJ4Dbctg26z4qfetL1jqI3yAkNZvPw7we7x0HQffbgt75zTkPXuSnFhakRispwG9rEZlDZCVStPb0m0gGJl5mKFbptW6fq7Azk2Xc+lMCVDZm9VU9JktaOuw/mGKnZQCpSaOMAstb5JTHUOz+EjJNIOxa52/tWtrlQl7Pevs2aVXbgxdiwfiuQf3FWoAkFD0SAme1BbZgIY2BWsDIIc+23IFsNdXngNty+DaLHgqgmXfIFXKs2f6v7/vcSD92O/3OLg6DvS71nWrVEMd9p6fX4dR/L4a9L1WjYDzhWfQpop3ajHgbMk0vU3Lq8grmO76wLonfBAqPUFv7wLmVzcTL2fl1NMbe2fMO4KiPLPLA0NK5dnbNs9uYL3m4EVymdkPlp/yxulQe9mWSjMYu9b5W7u2Vnmwd3Zv3EPpdmm9FlW2sDc8dTUfiOcewqUf1oPWAGHvMyq3VzzV45LAZd4nKwE3vdRvWy4D9vrLc6BtGUybzTt1Z+Nd2mvWu15nJ2tcCvYG0I9G/XyPA63jYL/rq3lvV7rKDXt+kCO0eIZgzDq+GqIM8/CTPXjAuQVO41Ic0ril4vPjuQX8nhtmYae8W/LWFTyz04VRPme2IdO+rGbI1tV+r66Jl9n2u3DGr0J7lGeIFmTWdT5co9PQUstaqFm4FxIg09fk9N4eP32XwKh9d5WhZuxSmgarOGEns+g227WZGihOT7wilBXkN9TizHIq8sPziZq6YMo4AzfpZv+yMbwWbZkHZ0wTWs2J8gHOhN0pnGqJmHy66LTxSspcRoq7eKjdOYipLFMj1jHbr7X4NDStBZ89/xNTZtbUkjG0a4myuAF2sLhS030qk/Spvwndv0WVStPbKg72fkWwV3CNR8+AXo9Xz8Le8NWFD8QURkrbQHUhOFy2BugRKuklG9cHpAwUUHrUZ1suA/aKKp3nQNsyiDZf1Na+QUpK69XzfSv/PtpoNJh+vNT3OOA6Dv67Hsw9O9xVbtgjrZFDAoKeR1AjsLBMjaVuvb8WIyY9jNZIIEOyYbBATFt27RDwLXgNZ7o/JhN5iAgvBdf4vdLlSJiNHsfaWUIH+YAP3hdmombq42hPg3p2zdBDPDYcpt0yzCM80ZZmOWS092xKZAaszpjnPQ981pVlmt0txE1MpZiR4jMjbR4mIvOIaLGXwNPwsNkzLJ1ZrD1itUetNp9QmRFBN8PjIP4Y2b2z+PewEgc8pmUjAu31JhBmngWCnQCtm/2k8rSmdCZkgVovUA0PtauvepL1ymuecrqfLTMynaINzBJmcFp9zJgFJtK2ckUosVbadJ/qfpf0NyIrQp/u81JpelslwJ7sHOzdeithr2BA7zGCnoW94a9r9UAcCPT0qwF59kp5dvoAhsEASi+VbEsfIDTQdpeKN9C2DLjN6r8ivJ1nVwhpg+3HS32Pg6jjoL5rSvlYpSo37GUIJZ5naIVQ4hHUMjzai/uqGzDjRRe+gZiPiDHaFizWa2sIDj+FL988Fas65BGLsW/Ozfj15W1oXzIBVbUOqm6pQdWEv8cxQqD2vN1wXw2ckQ4aqkfCqXYwYuZ+tqkbWxbV4rOr2827cCgk+MfZDqat3oGVjaNQ79RiVO3PYdZOXnpnBaY4N8GpY97OPdhuqJLG+u+eWYMvrT6Oj9kn0bY/ZpwqVLEMp0r36khU8fOm+7chKXSjcLQJo1m/GuZtrk9ejdeVFZv+4ryRGFFdDae2wdyfDQ9shEdI2zqnBl9Z8bbZ/Uy0loQfomX57XDqGae+ivkwr3kbTH0Mj8bvo+lOB7O3nsSzt7GMatbbmYA175oeNtU2AKsT9m0RSqz1bdX8XnTP6n7Xp8KKujDuhVaRsPcBGyrI0/Dt44Q8C3vDW9fqgWi8RP2AWr8aAOyZci6CLgLAhWGXCXpSX20pNRu3+F5ZfyqV50DbMuA2X6S+waiUSrblcvpxAN/jOfVdx8G228LeOZUb9rTpv1cgyPH5qfOc4G/7fyBUzYO5lUgnjG7iachUzjUk+zCXMLhwI8EwjvDSAge1/E5vW/GWgT/4R/EUga1qwQ4CEBMwKNo0A86Y5WjVc5p11fzeHQsdTG1KH4Tyd313vgDtNqw+Jk9bBseXTkyhbMJKtCuGewhLJvJ81hZTpyTvYvcsB198ooMJcsbLFih/bfyf60b7k5PhNDaj1SwEXcCBpvsgtlSVcmjDk5OY17zvsn5eCl9bZqL69odxjH2jOsuftIUAOmHNUbaJ3wvPD6+fRKC8H1t9gp/IrdCGVXfWYOR9u5DPaiD6h1g9+VNsx51obicoJ3m8ModAOPExnFDfyIOqPmdiYoHpc2t9m/4uRo0aZf6bob8DSfeupL+DUml6W0XDXhHyFh89amFvGOtKH4jmAVzSo9QHEPTy5PT7/B8gJFzo8bnIA9QHoOhdsd7ZX1ZbemdQor6DzbPftvRooPHO18Bhr2R+A+zHizTA7zHVpes4mHZb2DuncsNeouenKIbgYgbL/Azyz83hdzQTzxO44CkeL2cVhTFyGWTxbczldzhncwyXjLV7noO6BXsQMTMzh1ZweHgJRlePxmOazUFQwt4HUTPhSRzltSiNhc1zHExZdYTXCUksa8dc/vfnnj2MwD4IhH8v45tOLR7YycPAZzrG28G6TXoch1iux5BNc2swefFx8pv6RXkD3TH77K0mTHXGoInl51mmmmheOhQT8pwtM3BXNWEN3mUqtT15biHzXg6yJuLuFBY2za/F+NUdpmz4mzHfGYtlJ1SOZ3YTSbTw3jtP43bn97BXoJl7E8131KBx9UniKWuTsJaHV2B87WzsIIQGYRZuzDRsnhamURnW+jb9XcizV1VVhZqamrPAp0/9fZRK09sqD/b4S7BnQI+2xMLesNdVeSAaeEkBLrU+4EjqFbfk898ARe+8elmfwCBA6DuegOC8fHrZRVkOpi3U2YkMxvqAlEHleem2nNNA46U6vw8uLv/CPioFUIPqx8v4HvurY6qBt1vXrVKVG/Y8QhXZh5IryyARki0z8PO1D2InWUUeKBQEXsxDFwU0wQ8M7N27Ow3bRkibtIYPNFKU2TOWFiT/iNm1n8eqVpYZnkKw9T44U5fhBBMoN5cpd8928IXmtwyIhW6M5xY5mLj6bZ2xPyKE+T2Yzb/dp0lfAqNOEdn2P8TIO9ah3bwbFxLG5FFsM7Bm6mbesTuOlVNuwYR1bQYq4brIBJ0kBODkmi+a2cU1Th3qa3mfTlmNt9wMwoS12jYbNYS9FkKrR7hMggK+zbaNWfETk7e/+0HUOvdhB4/TnhI56nMX7iUErmwjDidtWH/HLfjmZrPIDDszhNvyJEbXTcNTHYrroTuS/1SHFvb6M6n43xRBn6wIecV7+FI25GCP1544dmyAsEfAs7A3/GUfiFbDVfbePqeyT9Agtgg8zqCAbEQa4knQuhxfrpmK5S0FIhUhiMGabKDorqbstj6Jqc5kNB1gdFLPizNq8PlV7YyTN8vl6RU8L3kFi5zb8NRhlc2A78yAM2kpjmtUV+vusdzthL2JT74pKsIZFrNl/s9j2oqjjM92RAXEyWb8nvOrWPV+DE0gCcI83G0z4YxZjEOaNMFcvr3AQePaN81CzJo1G3t5HG0ei+qxT+CI2dM3Z0aWkWzFg84IOF9ciZ/x1AxHb15IAH0M7+pEme3g+ZilJl1KtqdT76PGft0Ihd0se8R/wtYCM+SPPJ0hwS1g3nOcr2DxMfYvMXTFWAff+G5eLGf6M2pZjIkO+7NVmKsOIASy37SzSBFKrPVtRdiT6b7trVLxe1tlwh5PesPeEsEe7Ucs2MLe8JN9IFoNV9l7+5zKDnv80eMzJpmY2aMKIOtsXMiH67wXeFG0ku5bG0Td/B1i/wO1cBbsT6GN0XfPr0LVnG3wmM68o8ck7maCUc038TxPxU3BC7MJVs1mjT7fS5ANE7w838FXVx4zy5NoH7JdMxyMX3mYkJdWA3gJswidTymRYU4Xhc1zzcSKFpf1ISztnVuPO5vaoJVO4PMhu+Ue1Dl3Gi+bvHwauUVA8GpdjMbamdjEcvKelpzJ48jSCaiZsg5tKc+isP13MWr8OnS4WQPAavfOOaPwO83vm+veoUfwZecuNB1m1gV+N2atGiLm8acJc/dhI4uMvANoanSwcHcKyHl15qG/wfhRk7GC6bRDsKA0H3aaLeKKUGKttOleHTGCkM7/ZuhvRNL9X1SpNL1tyMJe0UrC3gWePcGeTGPAFvaGn+wD0Wq4yt7b51T2CRrEmu58z3BkLiHUaCmUM0DnYcyuIfAteo5PVFJMLkIYFbDxfnlYHsSrZBgtJxIGrvGu1VWPxL07XIRZtepFLKh38IWmn5i6+lqbZPMcOFUL8F0CVKwXBRm0cZaD31xzwICf6G6HPH1NbxOYOlNIi3ZioTMBKzvYD8GHZokXb/sC1DWuxEEt68KfFwiI41a3mLX5Msl2zOa9NbmpxRCmctWmbJ5I8eAz+KIzCY8fPs2yWfih9ZioWbuTHsPh4BQSL0B+7/24yflDPJ+kQ9vqkk2s05h1b6Hb7TIZ7ry/BiOcb5ghbi2vEqIDy6Y6mLq2FVGB/UicXTHRwcytjM44ZqGYjscxwZmMx1gtzejV6i8a3hVAFqHEWt+m9/WKfxc616fuYenCuBda5cFezwQNC3s3juwD0Wq4yt7b51R+z14AV7Ms9Ow0ECLHnhDlY56/jScILvUjGuDUarmSkaift4WAwwdpT3x9CIjGrdyNpybWwCEgNtTUYuTCbQbGBDRCHj98H4/ddROqnDozm1YXd8yuwuTFB0w8efJ2zBqBSU+3wg0+QU6eumgTptf8Opo0g9b/BHKkYf8DcCYsxQmfJdP2L6zF+JWHeCGL7QtYRy3x4rCeLKeKdannvTZy/n4khU4c/Ju74DRUm+VfahtX4+Ar96FmwhKcDAmymoySHMLyyTez/vJqbiQ95vCdBQ2YuOyQwTp4mtaRR8ea2zCiSjOQ2S/VtZiwqoXAygobx1Mbnhg/CrMJe+qgLAO9ltUYXXM71h0WQGqtQl5ix7iwO3D0Z0Xp3i6qeB+Xin+hWdizGvKyD0Sr4Sp7b59T2WEv0SzXGC7PyTyICrzO4GwS4LSoxNdDVjthiMlIM2SeKM8IfpAOUfoxtjzo4PPNBK6oOwU8QZnwSK+oRfJguYbn4Lu8zpw0i8OLeMkX+jCOOEleRb3/Ru4zU4SNM9HMgWBrTRotWWJ4ipe17p95A46FhJpeG6XnCleZbKKSso+0wHE6pKrEqnrCZqXDu2pZaEaqc/nTYkfjjVNs5ZPLisoYieVFSVdPPj4+kadSZurXDbP+M8vvZgdqIWd4nabukU84dLW3LksnHfs0fnsskWHsZK0QU4QSa32b7nNJ963kuukLB1Kp+L1tyMNej5WGvSLwWdgb1rIPRKvhKntvn1O5Ya+QFHgs6mAY6yNuYVB6wAAvR8Rh+dobIsl9yM+s2SVM5KUJCDLNqtVQpzhLA8NmRgSBTY/mIOhiNszMhCnLT0zmQcRCTIGMTwBS3DBmHxDcWFvEvGa2HGPZ2rXCMJyi8sA1FVNJhCZNwtA1pRcj5s0CMbxGjCR8Kdz3CJHRGR6xCnleZaDKU1oT05Sjq90mPJ/zCYFMX+wHQ6DpgtLqN5WniAzqqRThwyMQ54olp0vLaHcOre+nUep8lE93KOGxynDVT2oWM7HWt0lFyNPfg6S/B30P+iyVprdVLOz1XmfPwt7wln0gWg1X2Xv7nMoNe4nIJUMICYRYLJcWipoIU5qEINgRwgjCNIgZRRp6VM1zKYDxfMvX6jFpxZsKNF45AzK8Jk+ZyCjkgR7TLnNyvTwvCZBCFLRzBy8YP1oPgJmICcFSkJTOrzVBRpotzEiuaqI6EMLkpdNEDXaggbAgy9hBznjNVIze5WMC5iEAU8mER/7z8+oXAhjjaK08n4SrqGZRZpmOacbz2AOdQYGFa109Ux6j5U6b+qSDu+wRhsckO2GlloqRJ1PhpsMYL+8rRx6zoPS1RTuM259Juld1r+u+L57L9PdRKk1vq0jY03Zpj/faF7c4lGthb3jKPhCthqvsvX1OZR/GlQQhnpAr4D/m7QqyCGOkmrQuAhPjnzOgIjDTSGxn3MUYvCjK4o8YKK+xVhOvwDCm0qmn3SKUhsQTsQQF8ifDNPK8aaDXZ/nGd8bskhzrxqhKr7HgjIZleZqI6hikLd5Sz2DMI14xQ9FmsJefWfaFwnmsIWiWp/am6+9pxwVlZCKa4Wql8Uh8bjYw14zzzWNuvK5hYIGvBg015Jxn3npvUBtyaFk+l7Bo9tgtpN5K0xeKTAKVV1JOSxWtYW0VGebOoJBPvX4g9Bbi/mHlRrfz7tNe0n15YdxSVnGw98uf+1y6N25Li4W9G0T2gWg1XGXv7XMqN+zlCEFB5DOvvJmokS6nwgclP3MByaXgmffPAk/vnmmgMzbwol11BUsKiwktCesk4HFFNSI/EmHO03AoAUssGX9EgFMcF/mA9QuUKVGL8c0wLU/FhaHGkEN57AIDgAoUMAlEI5xByMKVj0BLxWg4WaOsoWtWBIRHTs0WGFeVM8jXM0SsjHiqMgwUamFjnnTqqmCXP3q3Tu3R8jGxn6YTdGpLODOjt6eOBWGg8teC1Kofw3zWSZBp1p8mCeddXmC/GlRk3gJdXwWrWvyVsN+VaxFKrJU2Sfdq8VP3rv5WdO/ruFSa3laxsPfo4cN4rOjds7A3rGUfiFbDVfbePqfye/YIJSzHUI451Bp0PEkJiZ8kFR6bx22BJKUk5hkcEvdCs4hyEp02AGWGUBMXBXnUsul6coVIUEagJNgIvZSXsjYOQJoZ2lT5fmg8aURLhGyL8oMWL/Y0cYQpSIwmB1ZES5donqvxkCkfRuvyNQlEIZr8oLAA+cRHxkzeoGn2SXjGwK3POJo8oikhWk5G6U0fKW+W72pvOFYrzrIF/DQvMfIznydg8NS8f8dPcxayMkovjyX/mXaxXO3ta/pMF5ncTG4h931g1l1h/myX6qZyrfVtRdAr/g0oTNLfxoVxS1llwp7r4tGWlnPePQt7w1r2gWg1XGXv7XMqN+zJJOXVe5ajyugdx5q1oWi6R3WvFqV7WPeypOuVB3uf/WwKe4cP41Hr2bshdDkPxPP3MB3YxvqXVs9+p/3s79pb59XhM9N7Qou6YP/Ui64XNbB4P5j+mXNxzrN+9m8dzH61fdbxgvIvEe/8fXqLVur76b/dg2/zwO+Lgbb7Su8zpbNKVW7YUxk67ku962TN2lCzvqR7WtcrF/YOHTLePU3UsLA3vDWoB2LP5va9N8k3UHCJB/Yl1Wuz/HHjxg0M9poY74I6nK8UZHpfNxB0UR0HGi9tY6nypn/mAvAZRHtU1kX9WCq+2turTn3Go5Rn/104sHYPuM3SIO6LAbX7Kt1nFvbOaShM0FB+ReArAmDveNasDVUr3qe6Z4v3s8J1T0sW9qyGvK7GA1EemP4hox8JavrNRKDSj4enj3wuquNA4/UlAcml4ONS7ekjbSmQmv6Zi9vbNK60d21AsHcl7e6vzRfoojwH0e5SGux9ZmHvnIbKMG7x4Vk8Vn2kYnxr1oaiSbpXe9+7xWPd2xUNe+adPa21R9CzsDd8VUmwJ+/O5ZbTFyBdqIHG68vzdVZXA/b6iNdX2QPz7JXWQNrdb5svkIW9oaNyw54+X3nlFWzatMl87tu3D7t378bLL7+MF1980Zq1IW+6V3XP6t7tfS/r3q7od/bMWnsW9oa9rvSBeDnDayU1ANgrQoEe+qq3bEDwIcgYCCUMNB7VL6D0056LwKxU2ZcBe8V+KdqAmjPAdg8UyqS+7osBtbuELuc+U/utUg2FYVypWFYxjj5Vp2J8a9aGohW9ejrWp+5h3ctFVR7s9czGLc7EtbA3/HW5D8RzwDX4F+dLaoCw9xmV2yue6nFJ4BNMXGJSwVkNNJ5k4l7ecPI5XTBJolTZKmcQsHex0jIuWY1B9U//33X/98UA2t1LV3KfKZ1VqnLDntIUpfCieqexZm2omu7R3v/T0vse1r1dmbDHP+yzO2j0vK9nYW/46kofiMbjcjWAb6BwVAJ+po/rw+MzKJAZIOhRps39gGl/7RHEnHe5FNiVCqMGDnvUpeoxiHYPqM291Nd9MaB2l9Dl3GcW9s5pKLyzJ9N5UTpWGb2vW7M2VE336oX3b/FaxcHerxD2invjGq9eEfY6OizsDVNdjQfioOCjLw3Is1fKi9fHpI2BgswggKeoK5kIYdQH4Fw0TNpHvKsCe4Ns9+W8D3hRPQfa7j402PvMwt45/eljf05o076rZ/C5/waMXZ3DF/4r0Ph0hPFPxRjzDC5ptz3l4wtPZTHhb4GpPP/Xa2NMWJfHrU8T6E53DRj2+jLtGZuPcubTrFmsDW+DBMX9b0ul6W1+kNOOZfDigtZZZoIQcVTAaaUP+09/xcbqqtra/zbdvyzQ2sYmsFtNKJWml2k3jbz2Cma9tTlGkmGGDDcaQPvdKAO4WiQ6NotGq/+0P6+2Ggl9bdFWOp21q2OVB3u33mph7wbT1YK9wXh9SmoAsGfKuQgWCHsXhg0UZAYJPKn6gMsL1R/slbhWapJEqdm4g3137iJAGnS7B9jmC3TRfTGIdpfSYO8zC3vn9Mijf8WHEhnA9zH573PY8zbwT5/Q3vbx8vvAqyeTS9r3GP/l94CXPgC+fzSH/R0F/NOHwIQnu+AWwiuGvbz2IvOzBmzM3rBegAIhSeeiuFJpepvAMEe8KWjXCsGdT9RKGELoyQ8Alq7YAtadRX6SeNrBzYBWknd79t7tv3yz9y0z6NT2aew3eITWmNimtgwAFv2CZ9oeaFcRludpmw4Z0xv2LZHG2tUzC3tWQ16DeSCah+2FD31BTV/gYK6l71z1+4weAOxJF3r3LvL29QEyJScGDCTehRpgPfuLN1Av3kX59JHvgL+by2l3P20ZzH0xkHYP+j7rQxb2zmnxXz5kIERMcduTAV4lvL3alsVrrTFefJcgdyK6pL1yLIsfvhPg5ZMBfkLo+9H7CfaeDPEb631kySZX7NmTP0q7hRUy/PBESwZawoIQjtBUIk1vO+OxZQHLjWJ4IfNinbTXrM9MePmi+FfbBKTq2yAqmO1shV5RSPpjn3tBoWSa3qYqF5IzYjPjFdSeu4WI7VZDBgB72stB++Amgc9yVRP2oUCPh4XQbpd2rc3CntWQ16AfiOahW3xpXnaJB3CvuCVZwYBH77x6Wd/kcf4L/hfEE/ydl08v6x11oPEu1CWhaDDtuShu3/2oMs/Fu4SH7aLv5uK4l9PufgFYGuh9MdB2D+Y+60NKZ5Xqv/zln5stnlyyw7i/BXYfc/H9Ey4BLsHLH0R47SQuaS9/DPz4Q359HcAPjwJvEvhePu7j809FyPPZcKWwZ0CPdKLdbQUnrKaBt8jToGb/+5OGgVIqD4JNzif0aA/cU8bLV/AGVocrsQKhLvBC2ilWN4IXazg3MiAca0i5RJrzTHvqJqyzz77LZQiIMF4+QVsSE1lLpeltbDeTIoPTgCv4zCOvTowLcnqWTmPtqllFwp6ZoGFh74aRfSBaDVfZe/uc/uqRR/nEj+CHARqflScP+BGfDa+2E+aO92/fZ7xXjsd4kZ8a0v2BhnEZfut6EPaufBhXr+jJk+eHZ4xTKoKLHOHJ97IG/Eql6W3yZSFmQuWBvDlPRH/Ev2gAsHilRiplWZpswo/IhRfpPTwehj7Br//6q42qO4I84S40dVYbwiiBF3aVTNPbBIqxUFflqv+VVhmSlVPvprVraRU5QUOw91jPbFwDfBb2hrXsA9FquMre2+f02F89LO4xADKGsPe9t3O0Ava/7WL/Rz6+f5JAdwn7wREfPzjp4oeExJePh/j++8AP3wNuezqHmM+GK4U9N3wPfzNxBJwpj+MI61gg5Bl3GZEFbv/DoBGhyFBi4JoJDgIlvesWmkYPwDN2hSbU2zrLwdTmD1hwl/HqacKJqh8ZCCydrmh8+qObTWCXEXwD7PmDEfj8MpI1n8dJwj4ukaa3FSK2mtlk1GPsNvk1X1pYjU81zMMmv/9hcGtXZhUHe8WlVy5aZ8/C3rCWfShaDTfZe/p8PfoIYU/8xAfT7c8APzpRwOsnIvz43QCvngjxyru4pH3/3RC7+Sz5GcHvDU3UeDfB/uMubvv7EJmsd8Wwlzn6OCZMuw2TnElYeTCFNaIS6YeVJjCVStPb3F33YcS4Z3HIMN8ZJUAcdgr1eHzt31kDTuP5e27CGFY+G6dtRsCKs/JhWDrN+SannoZvOxHxeOOiUZja9JoBdOZQIv75lmxfBGfycrR3EfoCIV8KmoLQwM+XTGPt6lllwp7dQeOGk30wWg032Xv6fP3p439lwEGLc9z2t8DLxyK8doLQdsLHD44T6E4ml7RPOw147e3UI7inw8c+At+r7acwdn2E0+6VT9DYOHcEvrq8DdvmjETV114iIPnI6yU0muf3Dzv+xpmonbQab8l3SVjSe3IIPURJiOA6ePY0kCxP2sQn34HvEbRi10zUUF00FFsyTS9LFTCuZhED+2c6+PzKdsSRx9PSaXobti+EM/VxtGX11iK/ZwJ4Puw2rtwo6t8zaO3KrKJhz+6Ne2PJPhythovsvXyxzMOI0CT4Gv80Ia9nePbVY/zkM2LX0S788HgOO3n+w5MxfvpejJePF/AKoa6B/enU/5+EQg8vMc4PCH37CYqvMN3tfwOczrj9wt4ngTxOAo8uOZygObZRIUQozvE3YbozBstOZhAeWo4pzn3Yw2Amh+9rnukPsMCZjGUn8vDkq/IJM8dWorFmATYxt5fvq4JTVYta1lPmzNvJCGYRFhxZ9XneDw28zmv1Dmpmb2AlhEOaTOGnQEYg6sZphHnWMYpxaNW4tM11DkZV34JFW1X1DAoty/Flh2Uxn+pqByMmPIp2ZsWiEGY+ws4HRmHSumNmvT+1tYuQdmzFWNQwr5tq0nQLt+ZZ3Aa2ZxJWtTAeoTTDMgtHluDzdbOxVRM7yIrfnVeP31z1Y/YPM+JP2LYMk5lPVS3rVV0LZ9oT+ITJNW67Y04961tn8h/h1MN5YB9C1mvbLAeNa1tNemH+GZZ8pHkc4ziod6oxopZp7mPj+IUU4iwJ5AjWTK3GjD1vYO0YB58eeQuqnalY0ianMKEm8dlPlPosjAyQRwlDmL43+NyIVrHv7BnYs549Kysrq2Gh/mBP9soJj0BUh5eOefjBsRjfI+hVCywaRuCnHS5eezvGK2/7ZlbuywQ+5fGFp2N05gr9wp6GZYkxxkslX1Xk8oyQlWEcb9s9qJ34BI4wLqIOrJ7i4L7dYeqZcj2yzwu4xxmH5sPMQDDEPJI3V+IO5348H2RSYNszEyPv+G8glzD3FAg/WT6aoDcTmwU7jEPUwRONBKZ5W9M6CFR0gT8GIhnvw1UTUd8wB5vZV1K+fTFW7XThuSHeeOLfY00HAwVHOI5Vowl9i7bo1HjjNswnXK15y5SvWrY3f56w9Ed4wc8bsHRbV2D5diXfi/lVX8JjJ9N1ATW5wj1IyK1ZxLoyJRv00j31BMf32Y7ITK5ta5qLFR2soxbGDg5j+TjC65zdpu6qDXbOgDNpPd7UxBaN17Mrt8xxMG71cWidavn7jq1Qf9yH/UyhSRuI2/HEHdVw5j6fth+H0dxYwzjjsLQjJoznsJVtcsb+PTpI5VoOJq+GKim/U+28EsUC5PT8RrbKg72epVeK7+xpNq59Z8/KysqqstUf7L3WKY+eD6f25zCypg6vEUQceYtqR+EH78R4tS1vZuN+/93YDPsqzd7WAqb+D+BMV/8TNBLRnqCLwECGoEIEoUAhwKaFDZi6kpmScz6JO3F07V0EEIKMAERTWb1tmFH7JSxtC5mnYQvg0GLc7nwdLwSMQyBMtt6LhnFr0C5m0ZIt8fcxp3oMlpP+NEGiO5CHkKUeXoLxzgPYpLVNBHRewcxgTb1fL+I/Og7+wy6WUCCyJVoMRkDDSxoOZt0FcaYZXaeRbPldjBy/xkwo8RMPu2fXYnITzyLCFpFqQVUd5u7iIfPQpAvNz9XaeUGyGXOdf4VVB5mPx75S1Y7/N0wZOQ9bWf8827xnnoPblreKyuCb7Tm0m0g6Q1en+S3z4Ux+HC2Er06X/bzjd1E/9SkczbN2mobM5/jzsx1MXXYo7a/oBXzNGQ1lqZnCSDLMiN9NaxMaCcRbVQeB9l23YPxjr5k1GV2WFh19AhOrZ2DPGcO4bAMLZz/4jBAxINIMaPFfL/C5Ea1iYc9MzhDstbVhiZZfsbBnZWVlVbHqD/b2nYjMO3mabVvX8M/M0GNDfS1+/K6HveSwfzqe4NUPmO7tED9k/B++z2OS1binQ5w5c6pf2CPTiAxSMOCJ1n6LsgSFg8/iDufX0cwyugVDcRbZtvWY6NyN5kPpUjEhNuKbziSCm95B0/6+ZxC0PIaJoxZhFyFMy5Rg+wI4dzah5RSpVUS0+xsE1a9jM+N7+a50JwtfuLUVM6rHY81RDb8Sn5i0KyygO59DtHU6AXc+trFaAYFL2SSEQt8MQTOQcVtWTWC+NaimOQ0Oar6wEuxCuIz84twa/Nbaw2a5lWDrA3Dq5+EVQlqs9Eps1s3jJzZhRt3deOpgFzFU4Xn4bz9KCJ2O7aZQ4H8T9qY81c4TUhgrr2VUDi8Zj6qqW1BFCB/F7+fm8f8TP2YDzCLUmxehftLfokNop8YW8thG2LtjZYdZcxDbFrFtM1gyJZITsQpi87twX20jVh9m3/hHsHiCg9/dljHrA4L9g7YnWa9G/A3vDQON7G+t+6cdOpSNeTeS6g0+N6JVHuzxl04M4Mmr1/Nph3GtrKysKlf9wd5PCG4638+H+p5jEWGPoHc8MJMzvn88g++1x9jH6y+/E+FHmpyh9Lx+21oX2Wz6wNFDry/YK/iuGIas4LIami2r4UrgwJrR5t24GgJMFQGmWu+ksWynugq3rWojb2QYbQ/mO1OwppV0wh8/OIXoeBMhZD62EDhCsk6880E4U5ahRfCUkzPwHuYxL4UbXlfZuuQRHL/m3IaVLelEhgJZSgim4Uhv2zzWYSG2yDPGuJHeUDOEw3Z5ezG72kHd1NVgFyCQ52/H1+FMfgyHtNcZM9s008GEpYdZfoDC1nlwRv0etrP9hhqNS9AMsBKWdrM9k7HiXQWrHgG8o6sJvXOwLSassmwNwU5b97bZAQPhHixi3zjTtCyNyyoJ7h7ELeNXoU31Cwmmm+417W8zhckD6GIP87hrBb9gNZSwV+XMwncJad3sU/WRyumKdzLvRsIvvzO8iaYpo/CNb2t4OeVBHF6PKQ1jzHt7pivk7dTagcxHu7Glnj5+9gKfG9EqDvb0y8Bez3t6RdCzsGdlZWVVueoP9v6JkPfqcYLd+zoO8QOCiCZkvPYxw98O8COev0zbe6xg3uf7IY9fancx/hmiR+D3C3sihzD2EHfJU5UujdIVdqBpooNJS48bkCgQUZIkw9+ncajpNjO79B3SURzvwNzqr2Cd3tljRNfLI9pNmKr/M+yOc8iIWrb+EZzR6/CGyYdNPb4OE53bsfQtkWCCfMI4lHfgMdxZ/5+hQWL1hxmLJKxErGBweCkmVX8Ra498gmwabEzL1Xhtzfhi1SxsU1k4Y1ZVOfnkl1A1YTUOKoj1ev5rhL31LfC0PuDxxWh0voCnWtk3fKZqoWd1g6wQ7sN0ZxzWsg9z7BMNFWPDAox05mGLVgnM5bBnFvNaexxennm1/3dMq/4jvMxoLiFZ+XesmYa6aStwNOpknzF8z0yC5zIcZuPVJMbCzgUjccfiA8jxeubgSvbHr2K1nIUBvxtip/FAHl+NLztzsVV1yx7BuikOHtzCPDQ8qz2JW1ZiWtVvYUmL0lCJb2YXR5qFEkZsNhOyvN7gcyNaxcLeE4Q72Vnos7BnZWVlVbHqF/Y+BF7h8U9OKCzAy+8kZubt/o4CXiYAKt6Lun4KeI2w90q7j1c6PIx+KsLHZ/r37GmbNjGRAEHvfIWiv7cJUHWTsZJlanjQ0IQ8YIrYuhKT6h3MfJ4AiHexctxNcGZu4jV5rnZifpUDp+Y+bNS004RgsmU+quoWYLsozCzG7GHzfbWoHvk1bJenTpAVHcAywuVt694x8BebJYhFOewamg52zJVncSFeUH2YzZmjS7F2Zw6546swpeEO/JcjWTMEjUMrMKGqFp++oxkHeoZFn1/goLG5w9SfaIcXF41iXrOwQ3kzjd+xFCt2ELK8Q1g5xsEt876fDoUGz2PhTSMZdwGeC8+Y9/i2zdMWhe3p0jHtD2NC3VQ8TnBU0XhvHabK03fHt9BhMubP1oVwRizEizyVpzKMCtgy72ZMXf2O8dDJA7f1nhpU180zoBsqXXAE/2Wag4lrjps6h14L/uvkW3DPniwyPFdPo205RjsT0NzKJiR6F7KQDomHHrlPM4sZ0SsNQDeSVS7sdXSkZmHPysrKquLVH+y9oTX3jkR47V1C33vAPsKc3uH7J0KfFlXW1mo/IPRpcWW91/dTHv/sI2D00wlOZ/L9e/ZICGS8FExIdFpoePcMAsv4p9CGbLoPrChF4MVfvteKdY21qJ/7Mro8AoW7BQ/WMH5VNaqc+7Dj6HI01s7EFsFh1EVgasX6OwlXjHPTzK0mHyHf4aWj4TTUmKVXNEQ86RlWPGCdEt/MkPXNXmaCM+FPltdibHygCiNHOiynjgA2BSuOEpdYt0Mrp6DB0RIvtDGP4c1tM1E94RkciTwCXAF7Fn0KE5e1mHZqcoc4aKPgUcu+VH+a6cZi/QHNeyUwYRPuF7BVO6ivnomXDhMeq+dgi/FvgtBZhQnLXmffKZs8WpZMREO92l4LZ/QatGyagZqpi83kEJjJJ8ew7HbmxzbW3M/2s8+em+1g8sqjZnKMpneI0Q6uTpeCMeXW1+POpR/BL7Cu6qy4DY9OdrDoeb0HmQbhyApMqZqIZ9qEi9r6TTt6MFxl+t2sG9Pm+18Hcbhb5cNej1nYs7Kysqpc6WEUeafNE7zxGQIdQe6lT0K88k4Orx7l+fHUvkeQkwkEi6Z19facdPES4/2I5z/8gGEnuo2nb/KzGNA7e9asDWezsGdlZWVlVXZ96+G/QCbKwUeIMU9l8NMjHn7QQcA7Bex8J3tJ2JPpfb1X9Z7e2wl28/xVDe2eKODzza5Z+sPCnrUb2SzsWVlZWVmVXX/1Z3+NbJxDwT9j9sb9YSvB7SjwAz4f3mxNzkKdvHgX2quMI2/eQcKeAPElhn3vnQhvdMSYuA7Idfe/9Io1a8PZhg3sySzsWVlZWVWmHvmzZXqFDHEU4HNPZfGj45GZZLHrBAHupI9Xj8eXtO9p6PZYDi+fyOF7hL1dtFdOxhjzNxHy3e9b2LN2Q5uFPSsrKyursuvxv/5DPmEiGjDlqRj739OWZ1m88l5oYE6TMGQv83lRyr7fEWF/WwH7NZx7IjQeQa3J1/iMh/c6uyzsWbuhzcKelZWVlVXZ9Sd/+pf87aI7jHD73wJfWA98np9jaGN5POFpgttT59v49clZu4PxpjwV4vZ1WUz5+wif4/XPrU3TdQ1gb1xr1oazWdizsrKysiq7Hn74r+B7CcLAQyfPvTCDJPARZrLIFSIUvOA8cwu+sbzrpfZR1ixX8pHXbXadcPlw6T7zEbp9IJ//yMKetRvaLOxZWVlZWZVdj/3ln5l11nytCJzPmiVYBG1azNjAHcFPlvcJdrScVzhr2YKLLKEu53bjtPcxuni9wOOuXB7Z7gyO5z6xsGfthjYLe1ZWVlZWZdfDDz9sHkpBoL1Nw7Omh44+fd83pvPeViARyvL5/FnL5XLIZrPG9KApmvLvC/b0qbJlCpf0qbKL161ZG6qme1T3au97t3g/67qFPSsrKyursqvcsFeUylB5ksJd1z0bz5q1oWq6R3WvFu/l4t9MURb2rKysrKzKrnLDnuzll1/Gpk2b8IMf/AAvvfQSdu7ciX379mHv3r3Yv3+/NWtD1nSP6l7VPat7V/ew7mXd07q3LexZWVlZWZVd5YY95VWUzosqHhfjW7M2FE0qdd9KurcrF/aOHrWwZ2VlZTVMNBQ8e73DVGbveL3rZM3aULNL3bu6tysW9rQ9mgG+XtBnYc/KysqqMlVu2FPexU/lp3CZzotxrVkbyqZ7tXjf6h7ufU9XHOz9ShH22ttTs7BnZWVlVfEqN+zpU+p9LOm8+GnN2lC14j1aVPG+Lh5XHuzdeis+4B/24rY2LO4BvqJ3z8KelZWVVWWq3LAnqWyFScVPSeGKY83aUDXdo0X1voeL4RULe4+3thrg6+3ds7BnZWVlVZn6L3/xl/D5jMqGMSKEyIVZaE3lQKtH8Hl1Jswg754h+PF6PsbpQifyjJF0B8hlfZzM5tHddQpwswjdDFztvMFrXdkIflcKfXooFgFPn8VjhXdFTBMRIFWZ6LTWdKbl+JshqgjrcTr6AHHQzTK0NAvrEecZKatd3hBGOcYOEYgb3QJTMYdIJ0zP+oexh1wmb9qIhJnxUpwWwnM+sBMXftjFEz64eS3hQy+T8CKjqrQCc9cD2KR1cyZZlhnEyo9BCX+dYkH6jCMVqJKZX8DK8zRm2zqTEN0qmPVSMjYbnciYOmTiAkJfuar/2W6XMYJ0CRo1IZfk4bE+UcL2ErrdMG/qlUEWsReZXU/UEWF3p8lXeWp97IT9FXghvyv2CMPDSIG6rnKoniK6wtPImIbzRFFYlqsYanLso8B8XLYn5vM/KjARy2fRKMQ8ZhP9KA9X9XUFN/xCmJVHU5ku//UGo8sxj/2j787P50wVTcZ+wBqm7er0u8xi3yEvssrscjWM9WB1fF4vlef1tMqDvc99zsDeYy0t54DPwp6VlZVVResP/9Of8QHqk2UIRIQYIgQ+8QR0OYJFDnF3iLbTLXjg1Xn4ytbR+I97fwtf2T8R0zbdhuVvPIb38h/jFAEw8AvI8uEk796HnXl8cKoLYYYg0Z9nLyEx8EPyGI6ID2s+tbt0iTClUz3YiWLmXCAkBszz0R9EBUIUQUeJfRII0wlkBE8GTjMCEMIbgdCUUeBV1tMnZxFZGDlhWsZRNLEcYc3EZTUMT/Zc83hRwIWcr2gEHEM7ptw8QU51RCg68nCGhwjybB+xI2ZiEonr6prK5LkyYBpDLiYzHbDMkNdYx5waEHUTQD2CluKKy2IUCDRKTj415UY64LWCkjM/bXeXEii/N/ZQ2r+EPYIRXBaUCJACA6/qNwEr6dxUQ53G7mJ8HRKd+Z2oGuYiTVnrPMO2hHl2TMg2q7Lm+2P/MFwoFmRVM/5PQOCa+0EJe4PP5ZjarDaZphHcTR8SQtUGdUE3IZBnvMjvOe0Y8/0ovunSEnleT6s42Ptlwt77gr3Dh/H4kSNnvXsayrWwZ2VlZVWZeuSRx/hEdAkdBBg+0fkcNZ6vfJ4PU34e+bADtz83Fl87fA9ewqv4UfRj7I/3YdWHzfjKD6bizk1fxauH9vHh0kmoySHT6SHLB7GX+wQfdxf6hT1BQyx6606BTEPG+jRE5oZEiNN8xvPJTXBRfD395cUJ4y5TX9UROeXD68YrFoj5CItCHgIOAcDwFTMlsvEglmMqxYMkk376iqSdEHgilFK+ecY15/IVMV8yThdziEJBjPpI+wR3m3S8ahQQmF2P/WbOUi+j2qfylcZlk+J86jklrfAXAUXHETOXt5BAJ0gU8yrfgBDu+SpDnjwqiM2WdKQrU8cMUTcfs39ZMyXJB1kFMy8BK/Nh/QVEESmZCE9k6kZiWJZtlSfOU79lkQ/TPu/GOwaS1H+mfgVDvCbvAnvB9LlpVcyy0nZldM7vMk1E8OKhyy8okXfNSycqXInJc6vmwgvh510Wo85nnVz1Y8Z8RfJvGiA1943qwXg81v8glMrzelplwp7rGth7TLDX2mphz8rKyqrC9ejDf8GnouAr4QM8h7xLuAh4zoflKe8M5m6fjy8d/TLux3xMz8zBZ/f/Gib/z9/Ef9zwdfz2hn+Hf9708/ilpf8SP3nvNeOO68p34/SpD3HqE3525fuFPV+P6zCCX+DTmg/qnPFY5bB7ThVurq6C41SjzhkJp86Bs2C/gSZxRaFwOoUmPtKN10sVJpW4/DCeHuaVCJHIHEqRDmNqOJXXknzPUKcYzjV8IKDI8Zp8iJlCiOfnO5jUfJgRUi+RYQhRj8kvrWe3/FkKYz6GQHiQEZhERBImCBU5DrB9gYM7l7/KfJQLw3jdTwrwlVeeQMik8kSqXW4PinqFrAEZefVM1gpm/VVcWhm2iQkMj/I8H/J7oxL2Xc54LHkstx/rkygx4S0hFGY8FspgDcXLG5iYbs8yLtMTLrPpZQN0QkQN6Qq2lZcZbGfH6TvL+p+YdkeEW9N8lmO+SwEf46kbBMi9wedyzEAn2/f8LH7/DdVwavlZ46DecTB3a9o/bnwAz0wZwXtkBGoYXjttCdr1hTJdqTyvp1U07D3ecsQM5VrYs7Kysqps/enDD5kHuJ7OAQFG3hAzfsgH5fH33kP1hgb8Av4ZfjHzC/g//u6X0fxyEz45fQTdwXs4+vZB7Dr0PH5j9Th8deXd6PTPIJdNIeRUVxbZAQzjClHkGzOgQNjUoKxAYeOCWjjztxkAU/Xc3Hcwiw/6KStPEJRYv5534sSGopOAwBIQmAQwgsAgFFSFKX7kPiQMKZQVyxfMO3TGo8Vz38sxWHgTmAkn8nIGrM3OBz6FW9ecYHgW3YRRyReosV+MJ9DUl6c8Z0Pgmvao6whWKirKoiDgyPvYNGcUfn3tQaU2cMhamHIS0wB1PT+Znel75bnva7hl8hocYTR5yTTSG+MMo7AwubBYTpZ9IKg1Q9mqH4Pl8VT+iZsO1QreVBV5+DyCl9KlRep7LhgPLuSF5YeueczTvBbJPIKki5+dbAu/T6Yx1/UZ6P3AwMCzQCtm2cJAQW0YsYXsTn2B8pnqe+sNPpdjaljgxXjhGw7uaG5n3mmYPLri9yh4B6vGOaiZtd18N0HhMJqm1qBq+g5Tr1J5Xk+rWNh79HALHj/SisWtdhjXysrKqtL1rW99i8/IOH0HLCvsCvHf/+l/YP3P1uM//68/gLODD9KcA2eng68s/218+8Xv4kDrIeTzBLUuF12nE+RPdePBZ7+BF4/v5bmLnFdAJv82PnDTB44een3BngEeT09pcZFHICI4ENJ2TmeZ9+9knbqIJXyyE7BamyagqrEZrwth9MzXhAE+8A13BYSTOEwBw3dxRkPTuhak79kZj5rSEPbEIyrPUCXDBWXmhX+dRhl+ZrH3vnrc8dTRNA7z5yPUHBKRkAvOkJGYy9mJDRoWTT10Bh5ZoF6TM8PPTLt1hoO7lp9k2ee8ZQrPG78icZdAaFxspiEsct98VH1+HX7GENM9BtlyyDCamhzxWcwPnujNxRxOk9oiV1465usL45idKss89WHy5gFz4LEySJlMEVO0pliOhmoL/E7k1etUASzMpGG/mq7ksb4zUzg/czhlDvV+nvrYvF8pqmTfG78kwb8IPZdrfmxQEpvmytN6ErmQNWcZcU7lsLzDyzDe+T1sYxxPfamKHlmDW2um47vs31J5Xk+rYNjreWfPevasrKysKl6L/9PDcPlwlk9NT8+u5DRu+y+jUdtUjdrnCFwtDhqOjkD1DxpQ92wVahdWoWn/epzO5M3Q54dJBtl8Bu7pLuT8LD5xP0SO4HUmfwadXv+zcc0bcZo2ySe6vGOdhC3VY+eCT8OZvplP8/Sa5ogebfoqar+xl3AkACCpkKhalo5Gg1ONBg3v1X8Rq04QO0KCDx/6mlRxsOk2OKMcjKytglNdg3kbmf0ZXjy6DBPqauFU3YJaZyTqxy9BOy8V8p6ZcPrtRXWYvOygCibryPPooWPNFNSzrHqngekczN5Htoh3496aiVh2jHFY1UTd2LYYU517sZXkoRZuJqhMW9bOM8Kon0NyuJnXHdRV3wLHqUPdtCYcYjJlsH0O21FVzbqybtX8XLTNOPMEdi2rx8CprUFt1Qimm4jHDwgoCFX8kWdU4JyibIx98+ownmW+tZIP8Br2D8tzpqxBq2pEKtN3kGt/GHcpvDq1W8Y+jZNhJCZlH6eA+J2Zdahq4PU6DY8uxq7VjXC+/oIBQ0FkyO+4tWkSbnLqWaebGW8MlrULhAWzV2GChkCYELfzm4S9ZR1m5nbCe0JAa4h6+yw0TFnO/mNIJk7rjudxv1OF6fyuS+V5Pa3yYO+znzWw98gh+86elZWV1XDRksf4MEoCM4vW4/ObT2h0vNuB31j6G3BeGwXn4C2obuXD/q0q1D8xEn/1/OPoCrNwMx8hk/8Yf7hvDra3bjCzRztzXTjd+TG6zxT4sAmRO/1B/7BnPEqCJjGdD58AUSBA7J1bi9q5WxH1eKJIOhjvjIVG8uS96Uo6cWzNeFRP+zucIPCYyQPPzyRwPICXBSKEwzeX/xpB7kFsFS9ofPLYCjS9GKKb6Y8s/zoWt7NQBoeFg2iazDbO2WI8VD4y2DO7ClObjqTXYw8nVvBB6HwT2+Q5ogotj+KJ3QKrzZjtTMW6w+Sb0E2Hi9v/BmNr5+N5zTRm/C2zP4Xxa95g+9JJJW+s/Bq+1e4bcEFwECumEB7nvIAcvwCz6srOebhlajPe6JnNK6/mieVjUT9xrRnaVVi46WuoqvkP2MT+Uj+qolqERp2ZD0NsnS1Aq8PvrPyYAEEIjI7hbyfWwbnnH+FrGFp9sHI+nma9U3B7A80Tmeb+reZazvOxdWENRk56GkRedQrwwlyCLu+JOd9hmXlTtWPLJ6D2ria05zRkzHy2z0Ods4D1chH6p03drsR0b+hFzO2zHPz6wwdYNRbqqiShZB6ZAw9jStUfYw/DtXyQht2jZBv+Q42D+3dY2Bs07P1SD+x96+AhPGqWXzm31p6FPSsrK6vK1H/+iz/hQ5MSxMQFeLGPOJug7cRBjPvD8XC2EgC+T3vUwZ+tegCZ7lN8yBcQ5EPM3DUbd//T/xeNOyfi5faXUOjO4lT8MaIMoeW0i6Db7Rf2NJs0V+AxISgMOw0MCXg2zHUwUl4nTcyod1AzZU06rKkXxwhBcbwN851paD7k4bTXxUe93hI7iGVfrsZ9m5hNuNu84zd7SxeySZcY1jRRfsNMgbCaDjSioOnHPIi2zoLTuBwfyCVF7Z3jYNKqdwjAGXT7/wPz6v45vvmdgFd71gRkZnpHrpC8gDnOBDS3st4EZnFp4a1l+GL9DGwRNDHg28xr/BpSFYlWy9kEvjyTmjTBIMbp3jAbNVMfRzuhO0I3/O/OgzNmJU4yLy/+iHF3ESjHY80RApbXM6XEbceThLO5m7S1nEEiU6cgr2VzCJgss2HGP5l372Ivx/4iIB99HLfXjEbzWxqQpRiWRyeh84zpG2yZD2fqMpwwL+f9bzxYOwWLD55hHPZWxDJJd5vvc1C78HnEWtIFr2Cmczu+dYyXDKV67PejWHdbLWa/yFPm3xt8LsfSQfgsNk9ne+S9rapHTYO8iDMIeLod3sJj7IeqWRt4xjqxzA0zGZdQev/mKy//Sq3yYO83Pov38i4ePnAQj+i9PXn2CHrWs2dlZWVVufrLh/8ahTAyw5deLksIE4HodasMvt/xGn7xP30GzoMO7nt8pnmWumHBxP+jF/4E/2rzZ/EX+EvMy3wdt//Pz+GNd4/AfTfCJ/4pnOx8mxB3pl/YM6vmGXrSAroquosU5WEToaL6gZ3GU+XhOSxw6jCPEFdwDQ/C3TIXI5waA4MNtRoOdXCzU4ufqxqBeVsZYcuDqK2Zic3m3b2Y5TEsIKyFWp5EmYQ4ufRL6RBmbQNG1dwEZ8ojeIPRhIG7p9dj/JI3zbIlIIw5dXPwnJZI0UuBrGucO8289K7jFgLPBCxv09tzlLjr2Erc5czFxjidWbuH4Dpx9dsEE6YXu5CLjiy7HaPqRpqZpTfdzDqMX4wO0w8E2S0L0DBhHY7w2EyO2HYf6/nzZuhY7R15Ez81lFzTgDk9I91abNkgn7xbrOLW+Sxz2SEzDKr26Hv1vBfwzYbfwup2VkCTOqKcGeZuuLnOzG7VzGdn8rNmSNk/sBpfdH4fO1lhgXiOfaf83107GVX3vZC+E7iLcMh0I5x/xk+2pboBVezPGsL5gufZGK9wHvhcjjEL9msBe2bVY/KKw/wfAtY91oxfEbq+K/ZXuJHAXcX/KWCfOLdgzpa38NdTfg1PdljYuwzY+w3CXh4Pv3WgZyhXw7gW9qysrKwqWX/6lz0PIzGCXjojOWiorCuXh5dPsOGV72L+0kX4KOPrVTmyRICHd/w5arY4+HzyefzL8HP4vP95/F+ZX8GY/zoGRz8i8GmSQyZE9wBm4+YEOOInLSRMsBFQZPko3zibcDNntx7pDIjhvjgPNzn3YYtAjdXESwSwmvuwjemTvHawIPBoSWNN9hAHbJnDh/887OJxXrxHU1HaVSLxv40Z9XVwxjShLd+FpNAJbF9A2FuODlZA7/ptJ6Dd8WQ7tKMGXrwfI6rux16mD71uwo/HIkRt6q4NmDliPNYeNuzBcBbYvh5TndnYqhJjD9/WMi6L32H7NMz6HOYRkKonPIs2k/4TYMeDcMYu5XnezKItbGXbJrNuKoBtDbYtQq3zH7FL52ro/7+984yy6krPdAlJrQ6etWaW/zi0/cOzes0sd7Dc3Wqp1ep2u8fu5eXxH1vusXs8ViRWhAKFlmgRiwpERVoSWYBaCAVAQIEIyiByjkLkWFS8OX7zvt+553Lq1qlcBVz4PunlnrD3PnvvE/ZTOzJTYmmtAU0j/GQiJhxIzOlr4iGts5MVDwP2pn8hSQ4ioXvmmWyS0gE/k+nHsRl4UwYSNu+bKocYTc4Dg+sO+OtxchhJi749COD0qLwJKCSyaubh2gdm/LUUPPKWk9i3i+HmXzVfYlEdauJcB9eLcY+3ygM+PVNCm5RZU/njqYAWxI11l/o3SRL3jdcDRGuWcAdwHj/+ivyk4P/JYoKgb5hXT/kLe7v3GOyZmZmZ3SA2fkKF8gMHIbDjOwsbrusJFNO+eVxJItEMgEDhzilHXtk0SwqG3yoFS26R248WiP537Da55UOAw+8K5M7qu6UOdBW5lJYLLZ0P0ODFw+xVj/9Ze8QmSE5FsvnhAVIwZKnWlrEgFzkslXcDmqbudPoWHpol3y34oUw5eElaOM0KXLKyKgUUCMRiEjhWI39f8BN58Sj7fYEMkgHwSlxrD+WLaYCBQYAxgoNGQS5M/6kU/Giq7CPVAHrXA9DuqdmLMwlJnZgo9331xzLhBNzSP0GH1WmJlMSS78h/FNwtz+7AdXA8xJrJ2sFSMOBR2cDhqYm4vPlggfzsRaAbIejo83J3QZFeOxyDW8T74Is/k4Ifz5ATADau6JFc8xAgbKYcxIXSSFv93iq5+5afSuUx5IZOqQI3hNf4ZfgPSFD79lEZBMU/tQO/LrcPXqFzBOoI50hCom8OkYJbmO60BM6+It8v+Hd5H2lg+plzh5//odzy/elynrtHXpJffO3nUvOlJgEJ54MQlVrkS0EpYo97d+n4JPnhbffI5P24x3qTcA+ijZLgJM00PDZe8OmJmNfsnbfm4Tuc2lE2uwMkdSoZXJMMKjHswGmLzhXI2/t3cssQoHGfwGbvlHew90cZ2BtL2Nu3Xwdp6AANWy7NzMzMLG/tt2NGK6Qo6EXY7y0JnkjLgcO7ZNDMwfJl4IwkwpxuhPO6iez44lNZ+PF8+buaf5IBbxXIbSmCX4EMe22oLPzweVny8asgKITSHJFLocZOYS/MWjUCFCfni7O5sUVnB3nn0VvlK0PfAaiRanAeYBNj7VvBnTL1S2f6XvYfu+MbA2Uptmnh8C6ZNmyynI1FFIbeHXy7DLh9sNQSDpDG5JHnpXI5TuyeLj8ouFee+4Iggf09M+TnBWzGfUkORJ2lwt4E1Pyi6pgCA1sON3CU7G2lsjLVrBM3pw5Plee1qm2nPP+/bpOCQavBXXFJxdbIoFsHyO23FcpbXD4MgS0bcpt8d9ox4dJlscOT5KcDvifVHGiSapDo3jlyV8Ht8l++P1UQHa3abFz+b3JHweOyMR525vGLp7VZueC2obKWK3Ag35Lpc/Js6UtyFJlHpiTP8odNnIQ3DtC4veBWGbomLi2xFgT7jjxye4HcN/2Yuksdr5T7Cn4sM8Gguo7Igefkb27HvfzpVNkbA25HT8uU+xDGfWOcGkZmSi1rGL8mtzxcq/ckHI/JjkFfB9g+KBtwmswlycMyedg0OYT7y3nwvODTE2kzP/J7Tel/k59NPwnmxA2JKb7CCLcnZepD4wR3StMdXw5QLvi5kK1Zi+sX5tWUwZ6ZmZmZ2TW3seNG69r7Yc5bhiKUvaFYmxdNNMkvxv6N3FX+V7LuYK2cunxaGpta5NyF8/Lc6pfkD8b+ody25XYpODtAbh39NTlw6oSuCFEfuqCrcISDEQk21nUKezq6EtclGJA6yRTJQFhWDhkgBY/USksCAIU4JXVIwQGp+QmA5EcvyhGEIdFmWTX4Du13d/stBXLLbd+Q+549pbVYMfhjM9/rpQC+gv8qXwWkfOPW78vUw0gfoOvE9J/rlCS3FtwmA+6dKF+8/e9yy73PyhlSBPhi5cBvyN01bJt1JiYmc214FMCVWb1hQMH/lop9QBFEOC1vyUAcv5X9/r72H7L02BT5m1v/U5bGk/CXkEWDC+RvnzvDZGqfwZOTfyZ/wP6Gd9wOmJomuzc8JLfd+5zsTfFabAA9JpPvGSC34Dq3DFrLlmC9/nIA3DeQztsGIN8R77+aDmLEOYU8/MOlynSCZmy8+/AA+cGL6+SlH8LtrU4eFTy0EhHgIBwHk76Ydp+uSKFTydw7SY4uGya33T1DziG4ZBQQHjkgz//Y6YdXcMdX5Nahb8uBqh9IwbAlep9460K43NqiAUjPV+EG8UWc755+2CEvOPCCT0+UZOKRtmWA7e+9eJAJdOAWidAJoOW4VP3wK3IL7z/z5iuFWmvKKljCtV+YV1N53GcvpxnXYM/MzMwsb42FUSQB+IqnJBhqcqYDQUEdS4bk87rN8he/+qYUABy+P/E++aeqf5X/Ofp/yB9MuFVuWw4AOAK9XCD3T7hfQs1NEo0Fpb6lTurDAWkKxXQals5gjwvyh0gOAEynz5czYS64USEmzXXHSFuRJvjhFCIEnwQA1ZlAN8wmTWnU5kqGwUX56ZGTHCN4+ItLDGJtnHIl3Gm4XCQWnrgSRDrerE2VXKNX+UHdsSYTASJfGuGO8SFHJUONkuCIBWwzrCBoi+lhWJy/jgt7EMCS6SZ1wrCYPM7CwrDYs439+rgaB7M6yfSS5BCEM/cxAceJiOYH0wVoSbD5FpHUMDUBThO0cKUL7KeiSUmkA3qc11sKwPzFtM1gHmcVEa52geCdvEQ4WmPKKVhw7ez5DGw3Jtj7DWHhHNcb5ioZYeYFrPYhDvzgOOEUwBVpQPqAFwCwiI78ZXSbw00Si8JfH8BWY5ozHLImTzNH4xSXy5qv2skzEdSVT/g8cQAOtzV12Mdj7Rvm1VSewl5Yxu/ZKxMBe1xFw4W9bbiwwZ6ZmZlZ/tmkidUKCJx7jfVsBJkoa38AWRxx+cGhD+TeJ34md/z2Vil4BXC3EtoErYWm3SE/KP+xHD13SmGvKXxZmhpTgDwOzrgkcRQ0ncEeS20O+tA1GlB2hyNnHSgBcKDs5oY2pXKCZiWdWMCZZNjxqoU/YaUJx4LBSzjGfm1gGhx3JhmG0V86patbcGgFw9YaI55QOAJ8RcMIzhno0QRoJV64gxvIGPxlfz3WnPF6kThQi/3YeK0IgA2kxuvFoimJcBQuA4JDFt7KVYws3MZizU6/M0JLPKkr02mAUCjo9I2MgUyTmbVxk9ofkYymCdJjSpPYYjMqJ3vh2h7kTR6DKx2xun7QLfL9aWed4zgYDTSqL06RwmlqGBZrP7VjXTgoIfaz0/kKoxIAJcUQN/Zx5AWZrkQEyLV8mHy9oFSWST0CYv/OcKYPI3ILcdF8AvSShVNRZ3SwF3x6Il6HaWLkCZSE0ECM+R0D+AM2mSG4Nn9Scfbu40Yz/OBOA379wryayj/YcydV3rdPKg4c1EmVOTjDgb0mgz0zMzOzPLRx48ZpocRBGYQEVyx09LcpJafrz8jYJaPlL4r/TL4+7Bsy4IE75E8e/jN5YMZ/Sl1dnRYunJQ5jDIiFApJIBDQfW53Bnum3olTrrgQSNjismncqC38ivzi2RO+frwKgsw4KCTANlFAN2fg0xrFUFDWDuZ8dl9zVt/4KvS1QbIVBBeG0gA+drP0C9N0RXkLe1qrd/CQVB05IjWAvRrCHjwb7JmZmZnln3UGey1seowktDmQtVctERQk0WYJxcM6Nx8LHsIdQY9NaIQ8FjIsbNwCh+Eb7PWTokldopcDGVi3KOGAjkrmZMSs1PP141GaHS11HhOEoVWmAQmlWWuITQBfRANhrR1AENdp0So2HINpbZpPmKYryjvY+5O/dNbG1Vo9NuEeOZqBvS8N9szMzMzy1DqDvaBwhYUmCbc0SqQ5pCNzuZgCF/nnwvtujR5Bz4U9FjQskBoaOp9U2dQ7sXU4EqlXWOMSZlorB9OJo9nfzsePV+S2tBKd09rNf1K8j6k4J5EB0OHeAfZ0DsYUQmd/wpRiJZz2fu3bG135B3vfJuxFZNLBTBPuUcLeMYM9MzMzszy2zmBPe+CngA5RgEScAydYh8TJkGOAvKiCngt7/DXYu7rihMoSD0oTW2HBYY2KbzgXBADy1vn48Yp9/jgGhv3vuOKs9nlT6gtIlIM/YplBH7hfepwd6LDPUcV8NvzCNF1RfsIeXmY24WZh79gxmQxHBntmZmZm+Wmd9tlD6R+OJCUSi0osEZYoCv8o15YNAv4aWxTw2DfPKzbrsqBhoWOw18/i7MLpJKAt7gyMSAUkGUrqxNOxRH1b9zki1BEK8QAA+7gwmTPIgwNWtAo302ob5qhhuGNLL4EwHGvgUOQ24ZlaKy9h7zxhj/PrGeyZmZmZ3RDWaZ+9aIMW9KFkEAU8JzwOSyIakEi4WadncWvzXOUCn8Fe/4rNqTHO2cKVMEBl7Een8IZzHKPq58criUUkDumycDFOXeJMscKAg5yKJRrRfnu4WxJOkO4Aejit8/lh2y9M0xXlL+xxcIYX9myAhpmZmVneWqfNuIC2OCAuEonpPGzxUEKSYbiNRBUM6M6Fu1zYcwschm+w1z9qDF3Uqreg9qnjHWVPulBm+bLO57ljKz2dak0etmNgPu3Dp/Pz4T5zOhPcL57juN1UICGBJDCSc/GlIZ8wTVeUt7BXmVuzZ332zMzMzPLWOoO9cAy8l0hLcyLprEiA3xSIIBBqkrpwg/pzB2Z4YY8FDQsdg73+FSd/JuxxHj7uB9ijMohtEJwCWY77XHE2PQKfaI1eAP8B5vlgJADz+gux+tDdxzYPpTiRISv3fMI0XVHewd6femHvyBFrxjUzMzO7AYyFkQt6bi0dCykeI5DxWCwW019CHd3xHMGO2/x1/bGAuXz5sv7yGAudzmCvOczVLQAaCFM7/rNDGDbjcWeC4UCaUwbDcDzZQsxw4iVpZwBCkOvH0q22KTrgw/VkdYUIHOLqC+EUh5WwixlwBRtRrhwBEOK1OOQkTpiBvyB+eG36o+KRBp0omn71eDom9Ywk+7LhIFf6iEQvOYMiON8JTjXxuhEAM5zQDffjTQ2SjDqrPnBwC8NKxxO61Fg0FdERtBEusYFT2kTK6xPiwimpTyFtHEHBNlqEn0aKAlwOBI5wBGm4KNEkm9rhHV4YjRa4SnI1DQ2SqUppHz7mG/0wXrpMXYqNsQzb6e/HrOdhzr2nCxTzf8aRbkIILx6RQDKBqABkmGcJpD8VkDh/nUCzq2qw/18qgHggRQ2MCGsDEazWFpIrdckSeEnVSQvCDGjEEFcEA0TV33ik89HE17vyD/a+8x2FvWytXmaOPYM9MzMzs/y1Z555JgtwrilMwXicI2pXrVol7733nqxcuVLefPNN3V62bJm8/fbb+nvmzBkFQRYy/CXwEQK53xnsRQEavA4nceNKGimAksIQinxOAcdpfh0IyRwHSeg8cEHSlLPiRTDtgF2cS4rBDWMfTyO8CHzGItISJ7wQpBAGNlPAM2xJCNdlv7ZEhCNRueg+4Qt+mReME2sxU80S5D6OU1yDI5kEgHIiOl5Iu7g1arp5DR7SujFcGkfgJa3hcqGKeLIRJxH/ZFDZlo60Bg5uCEdc3qsJnrjUm4YCYiSUIRYSjDQhMKIeIhGIaVOqEzAMzjlFSihWh7g5cWAtHftTsuYOl1S3oWRIVwWJk3ITOM7BGQwPec5BHYEocx2QgkQRzOKAZMIgawh1uTfArl4ryfyCTxAmV9ogwDF3dc2MlpiuaoFbDCNE4hi2OT+jgiWd8lwkhPvmbLNfIJ8FBULO36jpgQCdLjTlq/IT9rBT7dbqAfbYX89gz8zMzCx/jYUR4UuBC8ZaPEICCx0WGAS77du3y5f41h/DN//48eNaeHyBMoD64IMPZPny5Vo40S+hh4VRVwdo6KqzhBEyh8IA4sERvxAX9mexr2u2AhIIIlxPNpoGLNEZTwMWogmnZo8s0kTaiacBQ4AMhgt/UfY7S3CSERwAKNIfgyZrEKX0CE5x/VnE2lm2LEUYgiEYxycCggfNK3hmfzVSFMNpoDukg2ClnjhSFSe4HFk0ylGuMEIOThIwuR5ukHFjTRYjkXDgSdfVxTHGz6kpY35hB8Fy1f8EJ7NGQEmkwYk/ABXhtQCYmSdapclw4UeXvUOamzVKmaXMWP2HeBI/ow2a2xpdnZsP1+Y2+2Y6tX44EHHW8WX4rOgjkLNGUpOIY3o/uGIHERTXZLz0+hDdsLlft3iYUePNw04GsTW/ycwMh3FhLsdCTAc94/o47wWnfFT+wR7+uUDYY42eW6tnsGdmZmaW18bCiAUMoYEihBH2WNCsXr1aPvzwQ625o47gj30C31H8wc/fc+fO6fbmzZsV+C5evJj1y18X+FjotQd7pACFh2ztm8jJNS9KcdmTMmR4mQyc+r5cQOHvNPXCLwFJ+aKe/yhEsVZLYSOSUmgiKDBMQZgxONBjpB0CF5tDcSSZRFi4dgvD1TZJ4BznjgPEEFbYtKi1YjjDUap0oc2ToE7ltqhzjVgaQMI1dwGUPMAF+FNxhoNdeoJS3CDEwD8rAmMJXdYfFs7UqOIEIJnOGaZiWCqMsJ1rsjmTi9ByzVzyWizZrG4lnvEfB9TBF5GX8ZI0e+7BEFiC8QNkMVz2s4sg/7SWjnmGeCWTQQmGiXsEb8AbLq13BBFkTulAD2yQvxpSF5z0IAeYTjbHclUNBVKAJgGcmbxjXpmUFr0i+5DHrJ0kuLOmUdPDaWEYPuLAtX15f9y5/DSSrG3ERTmhM914wSkflXewx38Ie4Q7L+gZ7JmZmZnlr40ZM0Zr5AgNFLcJae+++6589NFHWcBjzd6BAwdk//79cujQIdm7d68cPHhQz1Mff/yxvPPOOwqFLGRY2LgFDgu9dmEv0SJBcFBLvBEghBI/GJFGwNel2pEyrGalHGMkCQIo+Nm3roVgCkBoJpiRmHCM/BbaOU+Kq96VeiWxgNZE8XQTm4JjoQx4tSjAhAlEzU2Alog2I3MZOIKGU9+U1i5yEgkiPlEnbHbAY3wBeoREWgurqghapLEE6/5g2GzCaXqPEloAgRHWZiH85O7XZWTNCjmJcOmYEMRaLTZZpgE7bBplM7YkAH0IhwlIp+AXUQ3CDdehjREoEQemq4XNsAR0XpYXB0kFEAGeQ6KAkQQsJ15aQxoIAqDghw4Ag2yg1XOQpBAn1tAlkkgzUo1opABcbDRmf8R0iOeQZeEkkgzIAyAiWuQ6zWSCLptuFYnxy+xKhzPACTfNCIOgFwniJNMEeA6mCdk4D0URkWAAAMuqTaSPNY/kb/r3glM+Km9hbwoOUi7oGeyZmZmZ5a9NmDDB6W8GY+FECGMt3YYNGxTu9uzZowUG++Gx2Xb37t0KfGzOPXnyZLZ2b+vWrdqnj334WKvHPntdWUGDxNHCmjgW/uQoAgBQ5OLaSfLoxHekiUAUC+tAAJ4moHCDEJZKA2kIHNzfMkMemFArl9QRMI5Le8UdsOJYAK0rijdkmjvpxmnO5flkNAQscpqTQwyLQRLiNC4cgcwaRR7MxBHniFI8pwMLeAEOysgcTeFgBMQUwvVZU0Y/yc9fkeGV78txNv8C/giWcZzkRNUaNvKgIQTAAvTqyBHAFmvKWMOlfMn44HB2rjvkn8IW+ziC4Aiw9ZEGYpL20SNExgFx6SDiDIAnCoaQJYTMFoSlPe3gn8EyAggFwbeI1BOBCWWEOtwnXoxhRTPwybQgr7hWMq9Pf3oej1BIKRW+4YzxYLQ5IwwHbRBeFRTpLdms6ad/OIVjwKAOCoFjuEskcD6ow0Ky0JSvyl/YwwtOGeyZmZmZ5b/99re/1UKJRujjNmv12DS7adMm2bVrl5w9e1YuXLigBQdr9fbt26cgx2ZbFkp0x75777//vixcuDBbq9elmj1yEgdYECpAByhmJAnKqVs/RQonrZILrDICuC2ZMFAWbjkpy38zSIpKimVYyW9k7UnGOipHFxbLY6OGy4ihRTKyrFQenLMXwTYguLgcWz9NBo96QkqGDJHS0udk7XEHMOLpRqmtGC7z9mySBcPKZfDw12R76Kh8Uv20zNu7Q14pKZRHR74oxxKbZOHQGtl0LiHRFBsdo9Jw+mN5oXSmbAsDpLC/adYQmfR+vdStmiiFj42QJ4YUSsmEdXKBZxNNsmHOowi/TMqHlMjQwiFSNOsTkSBrCRl/p3aOnLhl8SgZty4sJ2onStGwUTJsxEgpn7xC6pJhp/9d+pRsrCqUuTt3yuzCMikeOFf2MDHQuXVj5fGRpfJ00eNSNuzXUr5oH9gpps3GzEIC9PE1U+Sp0uFSXFoipSUjZeHnTu0fm7tPrpshQ4YXSUnJEzJ02DOy5gzoDeHyHiUPvCNDikbJ4MISKSwZK+9fxHGS2NZnZXhhoRT+ZqCUIo/WneB1ErJ53iMysRYZHQwA4i7LiqpB8ur+E7KieoQMf7JEyotelDUneeMRTrxZJ3X+eGGRDBuM8MuKZPiUDbL7rRfl8QWf6/XzWfkJe/jrwGDPzMzM7MaxyspKbQ5kEy4LGjbjsnZu48aN8umnn2qfPdbmnTp1Surq6rQQYlMtf3mMkMdBHCtWrFBIXLx4sU7DQhhkodMZ7OF/bcLUfm3pmFbuECRO106Wskm1ACbWZDXJ6soRgJkq+bQOkU5FZOvcJ6WsZqV8mU5oM2b48FwZXvWeDkhgrVEEWHZx7XgZU7FRzgWD2iyY2PWqlALqDiOIZPC4bJhaIhMrX5ENdTzJ3DgqK0Y/JlMqF8mq06x2SgGRPpPfFU2RWpIbHaXiEjq+SipHzJWDZGR43T1/uAwbVSw1yznaNoQ01MmqyUVS/MpWrfXSwQa7F0lp5UY5Dw/ks1gyoAMaWEHGUa3pWEoOLBgpJWUIZ+0pp6k5fVI2TBgjo+ZvllCCNZVhwN4omVwxV9acZ61fSGveGlc/JyUjZsoekF0D8S4VliU1D8uoBZ8pTHNuxEO1Y+BmvuxlhOAkfnqNLNvr9B1sXDFNSqrWS32azbMA7+3L5fHhs2Q7cpLuphROlVV1uD4im/jiXdlyPCmBC2tlYmmFvIN4sCoxsGOZfIDksx1785JCmbj2hA6qkVRAVlUXSlHZFFl/AVdLpmX/awOlbPJ6OYS08/q7Zj0k5dM+EPbCZBYHt/xOSobBz5ztWWjKV+U97Hmhz2DPzMzMLD9t9OjRWcgj8LGAYt+79evXy9q1a7W2bs2aNfLZZ59p7R6BjzV9FEHvrbfe0vMEPeqNN95Q0GOY7uTKDLM92EsmAHrKWij22dmLjIW9y+8/LyOq18hJ7fF1XjbUDJKxay/hPNsLEfETq6Vm5HzZDKI4GweIbF0spdW1cgpBaHNi8rS8VjxZVp1nEy3OEyLkmKwdP0QW7wXwRAKyYmK5TFpJeryM8zgGuPpgfJH8dhUKx2galyH6bJd5hU9K7XmNocJd5MJbUjVwiUIj+7jtfHmkFC3aiz1OMK0NlCIXauX5EVNkaR2JBz63zpchVSvkFPZawiHHDU6FCbPhBiQ9LrtnDZYhC7Y5gIg0pNNJabj4jlQWj5GV5+A8dlZW1gyVyR8ApAB5MdaMJTbLgpJqWU3QijsjeVn7mDi7TmqGvSRbsB8Nf6Y1ga8iaB2yzIpUhWhAZ3yHzC6fIKvOAPhxgq3fnAbm9xMHylu7Edbp1TK2bLFsYRMuI824ESDPrpRni34vW4GcEfbsI/iCuhuxd3BhmUxeflGbqONyRlZPKJIxK5CnuN+0cMM78lzZG7IdQQZlk8wqnii8tbwuPOlULDsXFMmTc87rM5LPMtgzMzMzM7vmxhU0CF4U+9rROJdebW2titDHmjv2yWOzLfvosQAh+BH2CHhLlizRX9buEfZY0BD0GF5nsAd2goXxXzIzMCKs/ffOrfmd1tRdJmGFTsvK8WWyeAdrxOg+IMGG5TKmrFo2XAR7cJqV7bNkSMUawAYHPlyW5IFFMrRwmIwYPEpKS0tlROkwKS4bKsVDH5c3ADEh+VJWTiiWuVubHIBDuOHIRdlQVSzz9zZojRv71El4p8wbNV3WXICbFuyn4pJoWCPjnnhZ9rIzXTgtm199RCpWNQmnIwmyPRZ+mxK7ZFbJOFkDuiOYpXbPk5KKZUCfoPYRRPKlgf9gn7kQCYVl/8LRMm3teQUyDt5VSExvltdLJsjaCxGpB/rWVj8hi7YFdLBIiCNWdi2RsqLZsgNX4VzR7Kuo43pT2+FvknzAcn7PAika9aocZZBx9rgDiCc4ICImga2/l+LiR6S0HMBaVCKPoSxn7WJ56aMyayuCSV+WDWOLpGTkCHlu13n4ddIpyXOyYgqOD3tS5m8n0CLd+OH93LxklExgGzshnPk85SlZug2wjORyLG741LsysWyGfAiAldMfyKRh82UPyRPn+WzgqnL4oyky4rXPWoFTPqo/YC9XfscN9szMzMzMsvbUU0/pr9uMy8KWAy1Yu8fmXHf6FYIexcEYBD6KwMcaP0Iea/g4sIN99hiOOwVL57DHaiIAFOJA9GHVVCoektO1FTKsco2uWBFInJPa8YWyYA/OaQ0c3DWvl0mDJspb5+CB8LFztgyfuknqwAy6QsauBVIy/DU5ArecFDjI5SqwHY1x2pLLuExAPpxeKq9vd+YYrEdcIgCYD2eUy2vbFLMkEQbYyDaZX1wl714IORFkvM+8LdWli2RTOAmwisvW+UNk8ko24TqVjpyYWeKfybzSam3+ZR/E0PZXpKS6Vo6lmnD9lNPEyRESiDtr9Qg4+xdOkAlrzuI4+/E1I394vT0yr3C8fHK+DtsXZU31IHlzP9AKXjgFSvTzZ2Vw6WzZGcOV3UxEOlvim+SV8pmyrh55vRsgPLhCNuEUmSoS4GAVbAMWI5/PlMEjZ8uBmDO1C0+wRT2p3O/M/6eTutQtkWklg2XQQ7+TnTyFQ0HWxJ3bIDWlRTKqbJEcIaDC7865I2T6+xdEV/GQs/J+dbnM+dyZdFkHb1xcLVWFE2UluDa5Y7YMKZ8mu5hxMeZmAtcOy9GVk6R09t4sNOWrbhjYowz2zMzMzPLTCHtswqUR+AhhrNkj8LG27pNPPlGwI+gR7jgYg7V9bM7lPvvvceQuQY8rarz++utayLDA6dJoXPaBSwZ1DV72veM8dqz5uvBehQyqWc36Ipw7J2vGDZc39jpTmxCQ6k69KZPLq2T5ZeIBKGf/fHl0wlI5E0VACCdxfqXUlFTL2i/hIRXTqT+aSFhcnQI/9aEvZXXlcFm4W6lJIS0UPycbpxbLwkMAGQUtKLZHXnjoCfkYDMbVHXgscuA1Gfr4y7IlmdBaxc8XDpfCJbvoQDhilaNYm/cvlhFDZ8tugh2DOvp7eXzMKjkTQsC4pI5KjTfBLdtinTRt/d0wKV+wxZmuBWlKc7Lo3fOkqHihNhlzNY/VFY/IbFwqnQBZAdbip5bLpN/MlDX1ugsLg5kQj/MrpKJktmxBlNMX18qU4ZWyhmAcdea7YzWgjqi9tFnGDx+rtWwxTkGD+OtUKFFAF5tuQa6aAn1E6mVD1WgZs+GYJILsHQgkVSpMyNLJhTJ6+QGynuyYVyrV64B27PMYPy7Lxg+VZbsAlgiGyZeL66Vi5BjZgGsGT9fK5BE1skH7REY0ryQclO1zhkvpPOSeB5zyUXkLe1NPnDDYMzMzM7tBjKNxaS7osZaL4EbQYzPuunXrdJoVgh0HbPC426eP/fZ4jtvs27d06VL1y0KGc/WxEOoU9ggnGfjRgh7/sPKOgysKq1cKe9QFUmdkTWWxzPr8ymTBcvEjqSyZIbVsxuX6sTuXyJAnXpXtCCCCYDmR8O5Z5TK0dI7s43V1fdlG+fj1VXKJkBO9LO8+N1zm70NwYBq9tpyR2orB8uoB9hqEwUuLXJB1lUPksXn7Hd6J75V5o4ZJUemrso8eAav7FxRJWUmpsLsdZ2EJyyZ5vaxcpqw6pxM164wke9+QJ0bMRvw4iAKpwAU1LQBIrQ1EPh2aN0IefWyIXl8HKDdvlrklj0vFOuRhOiYNscM62OG1g/RHzwCKcEp2zi+TQYPnyF6dpw4eExe0b1/1e8icTNp2LxoqJWXz5FN6A0xF61bLe4BGSTbJptlPyIii12UrdlmrJ8lTsvK1FXIhjVzY+7rMgTsdICKX5eNnSuWNbbjG9t/LrB04FOHx47J2Qqk8t++yNn1vnlMs1atJb0xZo9ROLpYFiDPzNMrOfafXSNVIp2YvnTou66qGy2MTN0o9IoroSsP2mTKobLg8Nc8GaHhBzw/qKL/jVrNnZmZmZpa1ioqKLHgR+NxBFW6zLCGOffMIemyupViTRxBkEy7PEfYIgeyvxwLKHYnbpRU0gACEkTDbJUF9l7B9buVUQM84GTlilDw19S05n2iSJYCcRSAlLtfFueLkzNsyaXiFrD+DEFhVFT8vK595SMqLRsqIOZ8Cg5pIXQCxYVJS/rg8VFomg0tGyuQPUThqfWGTrK0ZKYs5SgDkFI2EJJ34QhaPK5OFO5wlxbiOLAElntwqs4cOlIEl/1cGDp4rOy+vk6qiRXIwHtSarK3zhsnE9Yfkw4qnpLxssPYNHP47joYAtCGJiQCXHbsktdVlUlg4VB6ee8QhMMQjHXFWAokjDZvmPi1Pf7xHVlaWSOHIp2To44j7rC0AKuQN/g+kDskHk8pl7iYcArDqsmaIAAe41K+ukrLix6SwZJSMLBwk02vPwAtXqIDBL7P6o7cHyZPDS2X4Y2XyeOnzsvaMk/8MZsfzQ+SJwY9L0WPFUgiYrdzYoHFPnl0hk54YCFAsluLhI6Tm/TNO7Vzd+1INIBtUUibFpcNkwrKzmiaONd6x4DGpWVuHkBn2RVleVS4vAwyZVync4/SFt6WmvEpWnYhKEG5iiXpZPnkggLNMho8slvK5hyS4/gUpf9WmXjHYMzMzMzPrtU2cOFELGNboEcJYQPGXzbbsr7dq1SqdhoWAx9G5LtyxmZf7rPlj8y1BjxMvu7DIAqcrsBdkU2EY101o7z2RIIeDRiTMGiNARZhtf/g/BTeEB10ZggSWAEiR5lhLl0xIIMZVY0PSyKZWVu2lE4C6Rq0R48TEpB42c3KfEwTzmgy3BadSESftBElOW8J1J8KAL+1Xl4jreSKhrvWaZE85poNBwn20RfbNKpGnN55hcODVIPKTkw5jh0tkcJI7Oku34MdZ0YLQo1WACI7hatxiETk4/1GpWMuJkdmUDVCLBhRLNTC4QTCOZ3plXz9u4DhrCBXq0lyDBMea006tIQ6mWUUY4v8JCSHtbCrH3UAAUQnEr9SUMl6sFYzjWpyfL5YMKUTqCdZg0hF+dcUP5Hkz58fhYV4DIXIiaQJ2OAF/jAzU7CQREWxw4p3W1YMRDvtH6gZDxTGkDxstAQ7qwL2Ao88XPSaTVh7PQlO+ymDPzMzMzOya2zPPPKM1eoQdFjQ0Dq7gNgsMDtJgrR0HaXBJNEIf4Y+Qx1+3bx/77nFSZsKeW9B0BfYITLrKBOGHQJAIKwBwtQXOT0dW4eGIAgGoBY7hTRf6jwMauDarrraKMLTGic2YXIUBm2AuhYhUKAAIA9YlgxoYF97nEmmBxGW9BumC7tmUzEZJNq0ySgyHdBLjQARmDcJmP7ZmBRVcj+HBya65Q6R6XUDqIwwPJ3CNZBhgxNCQTgIiVyMLs78c+9MlOJIhDpAlZGITYXCQxraZRVL1/iXNihT78jFSjAggLhJuRhRwLNKIk8BcwiqMAEre1eviGI/GokEF1wbNG3iPMSOiYGiej+pauLyunkNc9BIIQFf9CDYiXQiOc7AAZOk+DBBPcxUMuElHkwBQ3rUUmDKEdCKybJrl9WGMCm9GRBfgjevI3Qj7SeJEQPsE0jniwo1E0gFquFEhHMYpcfB1eWzoC8L6WS845aPyHvamZmSwZ2ZmZpa/5k69QlBj7R7NHbDBYxyIwalXOMqW4MfBG5xqhU283GatHvvt0VhQsYAi8NGv26TrQiQLP4Ilr+MWhtzOZwHvZNuch6S69pxIYwswKCWBCNJLauEoYx8/XnFaY47ejSYTsm9OmTzz3mmnhpG1abgNfn5uJMXDEdn0+6EyquQxeaB8sIx65AEZNni27EF+kCH9/OST+gL2CG18pzoT/7jqc9jzymDPzMzMLD/t6aefzk6oTLGw4T5BjL8EQdb0seDiMW5TdEugc7cprofrFkzcdgsc+nWNYbBmzzW3pi9fpQuSpQLCWUvIaJqydFTX2CWt+PnxioNRYgA+9t/TkbDYUtTO1O75+bmRpI8Ga1clIUFOokjAQ9p5hI3sfn7ySX0Be3yf7rzzTvnWt76l+i547J577pG//+Uv5f5/uV8eeOABmTJlirrrM9jz1ugZ7JmZmZnlt02aNEl/CWQutBHI3No41sy5gOY279Kt22RLsWCheIxiIUN/bq0Ew6QxDBca3cKQ2/ksFM9cAQyQwh6DBLS4NomyhyHnrfPz4xVrANlHLgJgVMBh/mDDaRl1oPtGVizl9ONjnpGUgRnMBJFQQKKhJl8/+aS+rNn71a9+JY88/LCMHDlSlzl8+eWXZdGiRdqdguf7tGaPU6+oDPbMzMzM8t7GjBmTBT3CFwsNF/oo1uzRWAixAOExumfNnVuT59bu0Y23Ro+FD8Nzw2D43Oavu5/3AqPEYyFnwEGa41+xzU508agOCPH14xHnu+NIXAVFAB+yVqu24omwM+LWx8+NJE7NTMgLBkh5SDcHxmgNKY6T/3z85JP6qs+eC3ylJSUyfvx4mTlzpoLetm3b2oCe1eyZmZmZmbUywh6NTbZuXz3CHAsQ95cFEGvs+EtYozsed2vyuE/gY6HkTqRMcZ9+WMNB468X9rw1IPmqBGvhxJk+hqMNkFuSiDY7tXM47ufHK1Zisd6TI185IjmRwl4a9wG/OgzCx88NJQ4ecZKbyUMALvIQaKNL4/n6ySP15QANF/g4gn7O3DlZ0ONxL+gZ7JmZmZmZtTLCngtfLGhoLKRc+GONnXs+1whudOv+5rrjPsNwz7k1iNynuE+/+SxCSlM0Lrq6RjohUU5bEnPaYTk5ip8fr6Lwi6zgrCRaq8UavSTCSaUQVhTbPn5uNOmayJlHh70ghVPqCAfz+LvPJ/Ul7FFubTknMOcv93m832DPC30Ge2ZmZmb5aVxBg81CXDaNI3MpTsfCX/ccaxJ47De/+U32GCGRfnhuwoQJeoxi4cZz/OVxbrvnuO2GTbnu8ltVUllZIZOqKqRy/BiZMGasPD2mSiY987T8dkLn6ausrJYJz4yXZ5CP48Y9gTyplkk4/tvxz2i4fn5uJI1GPo0e97Q8+cRoGYvfseNGy+jRzyAfR8uEsZN9/eSbumOdwR5BzgU+t+n2qsAeZbBnZmZmZmZmZtY7c2GPyxO6K9H0RL2HPc8ADVfbEajBnpmZmZmZmZlZz82FPc5vyRo7QltPRNBjzV+PYW+aC3se4DPYMzMzMzMzMzPrnbmwx1o9F9p6IoJer2HPlQt82+HZYM/MzMzMzMzMrOfmwh6bYjuCOK/aO04Z7JmZmZmZmZmZXUfmwl57AOfOb+lVe8cpgz0zMzMzMzMzs+vIXNjzA7eeqOewd/JkG+CzPntmZmZmZmZmZr0zF/YIaX2lnsNeDvDlwh4jazKZTCaTyWTqunKnUOkL9RvsfQmPfaFjx45ldRLX/Pjjj3UtuBdeeEH14osvtlJ7x00m080j9zvgFb8b/H7wO2IymUz9pVOnTvVKfrDWW3Ub9i4C9qYjMZ3Bnl8CequzZ8/qB/vMmTPaDp3badFkMpnaE78h/H7wO2IymUz9pXPnznUqTpjM5lWukEEY42AMt39dLqj1hXoHex7oy4U9LvPRF/JmDjPhpZdeyiwR4sBeS0trNTe3qHKPm0ymm0fud4BqamrW+aoaGhrl5ZdfzvZhMZlMpt6KEx+3p8uXL7crQp67OoY76jYvYe/ixYttxET4He+qmDkzZ85EhjjrwXGyQb9EmUwmkytC3qVL/MDWy6uvvqrfEZPJZOovOX9cdix3LVvvShc3NOwx0Uwsf3PP5YqZSNhjrZ7z13qjfsBNN58I/N2RXximm0MEvfMXnO+PwZ7JZOpvuUDnNs3y1z3m6qaCPSaYCX3wwQf113vOT8xEB/YC0tDYlPmQ15luQhHgfnLvvTJ40KAs0OXu//D7fy3jx43Tbb8wTDeHLly8JGfPnce2wZ7JZOp/uUBHeLvzzjv1Nxf4bhrYY2KZyD//8z+X8vLybsEe++TU1zc4H3L8xW66+USAe/SRR2Q+njcX7nL3C4cNlXffeUe3/cIw3Rw6B9A7c+asfkMM9kwmU3/LBTrC27e+9S351a9+pdte4Msb2HPlAl93YM8Len/7859LdVVVt2DvIv5SP3HipBw58oUcOHDIdBOKAPfkE0/IsmXLdLu9/Q0bNui2Xximm0P79h2Qnbv2yOEjRwz2TCZTvysX9h55+GEpLSnRfRf4rins4drdhj1XXYU9L+j96K675P/827/J3LlzDPZM3VJ7cGewZ8qVwZ7JZLqa8sLed8FNI0eOlPHjx8vEiRP1GOHumsPesWOOugt7O7oIe0wYE38XQO9f779fSoqLZfmy5QZ7pm7p5MnTWbjjdnv7hD1u+4VhujlksGcyma6mvLB3zz33SGVlpbLLnLlzZOnSpXr8hoc9t2bvpz/9qZSPGCFjx4yRjRs3GuyZuqX24M5gz5Qrgz2TyXQ15YW9v//lL3V+T07ovm3bNj12U9Ts8dcFviFDh8iUKVMM9kzdVntwZ7BnypXBnslkuprywt79/3J/G9DjuesG9jzA1+ewR7nA9+JLL8mqVau6BXscYXfs2HE5ePCw7Nmz33QTigD37IwZsn79+izc+e1v2rRJt/3CMN0c2rVrLz60O/R7YbBnMpn6W17Ye+CBB7RCywt61x3sZYCvDezNOHVKplO9gD3KBb7uwt758xe0Vm/v3gOyY8du000oAhynVdmyZUsW7vz2d+923PqFYbo5tHXbTtm8eascOHDQYM9kMvW7vLDH1stc0KPyB/Y8oNdT2KOYaCaWv7nncsVMJOxx3qyDB4/Izp17ULhvN92E4r0/dOioitvt7R84cFi3/cIw3Rwi6H3yySZtzjXYM5lM/S0X6AhxfqBH5QXs5YJeb2CvO2ImEvZOnT6jf7F/+unn+hE3mUym9vTRR5/Jxo0fy569+wz2TCZTvysX7Px03cEe5Fuz5+pawN4XX3wpH3zwiWzY8KGsW/+ByWQy+WvdB/L++xtl7doNsnv3HoM9k8nU7/KDu1zlHey5wJcLe5cvX+4T1dXVZcXMefPNN2XLlq3a6Xr79l3a8dpkMpk602efbZYFCxbod8RkMpmupQhgXtC7vmEvU6vnB3vtkazf8a6KEd65c6e8/fbbMmfOHJPJZOqyFi5cKGvWrGnzETSZTKaeisDWU+WCXl7CHiNsMplM16P8uomYTCZTd+X3femt/GCtt+qTZlxCnxf2GKjJZDKZTCaT6fpQn8KemZmZmZmZmZnZ9Wfdgr1nO4C9Z5991mQymUwmk8l0HYnNub2DPchq9szMzMzMzMzMrk/rEezlAp8X9prr600mk8lkMplM14FoBnsmk8lkMplMN6hoXtir6g7seaHPYM9kMplMJpPp+hMtF/ZctQ97p087MtgzmUwmk8lkuq5F6zbsPWewZzKZTCaTyZQXovUa9qidBnsmk8lkMplM151oPYc9D/B1FfZ2VtwlBQUFHj0oS33c+WnpgwXyo4ptvue6q74Ii2F0J/59IeeaGd1VITt93Ljq0O22CvmRe051ddNhMplMJpPp6ojWHuy56hj2MsDXOextk8q7fKDijQfloTc8+x3omsIe4tkZXPW3FJSzccjk54NvtHHXuVvut74PCobXOH0mk8lkMpn6XrTuwV48rrDnqquw1xo+eqabG/bekIcKClqDsdbO+dXIdcdtRnr+Lqnc5nPOZDKZTCZT3orWfdg7c8aRC3tQx7DnAx9+ym1azIErP0DLbRZ2rsHr5YBLDuy0CauDa2utl/dcpoasK/FpXfPm1LA99IZby0l54tkRcOXE31E7+dodt658/XhE2HXTlBPH1mluG3//e2QymUwmk+lqiNY3sNfSooHQ2lxIQaEDkMhoZ8WDHlBo20yZC1cORHjCBbBU9hD2Oru2X81ep/HxbT4l8FyJm4KkG67GsR3Y861ZdMJrA0/dcevK109GufF6A/mc2dY0e/3l3Ov275HJZDKZTKb+0rx581TcpnW/z54H9lz1Bey1UQ6AtIarjmqqelCzl6tc+PGBobbx8QG1Vtd1gKvVdXPi1a58ru8bHtUdt6p24u6q3Tj6+fNCZUf3yGQymUwmU3/JhT3Xet5nzwN9fQV7uU1+7cJeh2H2DPY6unansNdufLxx8ald03h1AFquOgC4NjDVHbcZIPOHQFeOX+ZJK/+aZk9+eaTu2s0Tk8lkMplM/S2v9T/sdQloHOjoCLD6D/Y6v3abfeiqw16b8J14+8Jel9w68ekY9DzSuBLmMmG3m+aMOjtvMplMJpOp30Xrf9hza4ZaDVbIUQ6MUbn9wVrBVYeQ5AN7OeDRNqyOr63+O4K99uLTKuxewJ5fmnzi3XW33QS9rDz+Oot7l9NmMplMJpOpN/L20cvdp10F2KOcmqVcYCJEKfzkgoHut3bfujbO2W9VcwQ/Tuf/XLjMXNvjtkNQ87m2Xy1Vp/FpA1SdwF5uPHKk4WfjlBN2jt8O3bbJn07k3iPdb50G3zQ/2Pqe+d6jTtJqMplMJpOp63LhzuUw7z6t27D3PACP8kJf57BHZSBDwSsjD1C16jPH4zm1aQQHL1y5x66E54UHF/AowIbCxRXoyA2rs2u3insGkvzik9vvr/X51qCk8kJPFwCoVXq9sObjt123Cq6ec1l5oc0jDfuKu47vQRfvURfSajKZTCaTqetyLXef1mPYU+DLqGuwZzKZTCaTyWS6mqL1CvZcGeyZTCaTyWQyXR25zbRd2af1GvasZs9kMplMJpPp6smFOZe7OtqnGeyZTCaTyWQy5Zlc62yf1ufNuGZmZmZmZmZmZteP9SnsMTCTyWQymUwm0/WlXsPepuZmqVi8WAMymUwmk8lkMl1fGvvaa/JhfX3PYe+dujoFPtbwdSq6y9GOHmh7ewK95mrb1RKImdScD9pCNTR0S1upnHCY5qy8eeFzb/Te4Rlw5ft8eBUI9Fq7rnO1iq8n7d58ora3o23Xkfzid02V8/zxmWylzLO6lco8z92R3zvSn/ocH+k+0eXL10xbcH0V0qPfE8j9fni/2e53XssI3Mtc+b1LN6JafR+upnzy3L0nrvS9wr3S9yhzD917SrV6fr3P31VSq+vfYPL7HnVFBL3F5851DntnsfPi2bO+wJcrdw6+rE6flmepU6faaEYHmn7ypK+mUSdOtNJU6vjxK/Icm5IR993tXE3+8ssuq8ZPyLDqvtIXX0iVVzjWJeX660SV1NGjHevIkex2FZXxyzi68WXaKc2fTH5m8x/i/ZrO+8n7iufAK30u8Iy4avPs4Jmjnu+BXuil+Lz3lfzCd+Opacyk182HGdD0jKZRyKepOZpyHSk3bt0R09ZfmopnjppC4TmcjOdRhWe0BqrGM9vq3YO68l61eke84vvSgSa5Ony4W6o4dMhfBw92WROpAwf8tX9/G03ohVqFhfArKFx/ElSJeFchTdXIhxrk2WTk5xTk81Tci2m4J9R03KMZuF8sI9xJ/J+n8C5Qfu/TjSjv9+xqK/tNQr7nltUsh92ydgq/+7h/NbiP1bifVXzWcX9d6TOMe05195ltIzeMTpT7/vSLmM6+kvcb0on8vkcdyvst8xHfu1ORiAN7P/jBD+SF+fNl8cWLraDOT/qA8OV0tzP7+sC4wsOShT08NFQroMOLTk07fgXm3GN6HG6yypzPAp+rzIPoPoyucsGtveMdyRf2KGRcn0FfV2+a53xH8Kag5qoL7lWZB9EtoLwPpRsW48mXnOl388cFaO/98AO+7POAZ6Q/YI/y+4B2V37w1lPlhu3G0wU+L+x1BfgoP/i6FvKLW1eUC2h9KRf2FPjwDKrwPHqBj8+uQh/VyTvWpXfHfVd8lIU9V36FSDvyK9RUfoViO1Lgo7yg51UOqPmBXFeVGxaBj7DHQr8z4JtO4R5lgY/C/fSWNS9Qmffoqsq9dgfyxrM7Uv+ea3m/ZVdb2W8w8t0tt72wp2Uu7lO2sgT3zwt8XujTZ7iHz2wrecPoQLnvTr/IfYcz8nvfuy3vd6QjZb5DXZL3W+aj2bi35DtyXsGjjz4q//1735M9gYDvA+qVgp4r7uceg/TB4UsMzeALDfHldv+qo/jSu8oehzuqDfRljrvKwh78ZkEOifJKa6Jc4byzfwVYOlIrwPMTwmoDbz1UhzcNx7TQ+cLzEOCB8RYifg+SC2rtFlgZ995w9AXyvkQZN1ngQ3zc9DOPFPjce8H7krlXHcGeF3ayzw4/Oh75fZS6Iu8HtLvyg7beKDd8N45XBfiQ/77yc9sD+cWtK8qFtL6SF/ZaQR+eSbeWrxXw5b5jXvEdzFFn71B7cguI7PvUDeUWbCq/grEDtQt8PpBG+cFcZ2oTDsJ3gY+w1ynw4d60Aj7cT2/tnqvc98lXdOenLrrNvWZWp6lMvHKUW+51Kk+4el3ExfsNu9rKfoOh7Lca98EX+Pjdx73TshX3UYGPyjzvCny4370GPq//DtSqrOpvZd7l3He8x3K/IZ0p8w3qktxvmI/YHE+++8d//EcubVog38TOS6C/9Q0NrR92H2UfEu+DnFXrWj39C44vNy46FeLLPgWRc5TZ5jm4mfqlC4MO1CnwUZmHzpUX9OhXH0KEwweQ4ofFfSC1VkrdOJDmwl9nyoKdnxBGLrT1VP43zNl3CxpvwVFB8YH3vBzeh9L7MCnwHc0prDxhaXjw7y0Y3OYY96XSv9zgT5t1Iean5hE/ABl1VLuXhT48L155PzR9AXxtPug9kB+49UR+Ybvx7Cnw+YFXVshvV5PbkddNb5Qbr+4oF9T6Qho24+WRL+xB3to9ffdyhWc7V+3Cniv3ncuR953trtx3z1fue9+JOqzdo3JAzQ/muqJW4SBc/X5A2Ro+pIdA0BHweWGPyi1v/N6nrHg+x71X7vl23fJ6OcqWZYyTV4ynjxh/r7ItWPDjghPll0Y3bt5v2VUVrp/9DiNeXuBz0+GWuS7waZkKuTV8+sy7zy/ueRb4PM9jt+WG0Yly351+Ed9jN519Ie/3oyMhj/2+Se3K+y3LaNWlS8p15LvMOvYFUlhYKH/4zW/qCdbw/b6TJl334VB59zMPNV8ChTXCACIyBZGfjIS6qkEm1hzGNo9TdIPIKfTBj7eJV5V56DS8zIPngp774FUjTP4lqVXMCDv7ocG5GoClus0oF+785At6FPx7ga038r1hmW3e8GyBwYebL0HmY5394HJfX5ArD7/3gcrW8lEMKyc8J6x9Mn7vXhkH8XfC3n3Oh9z9aDNMhoM4ubV8mke8DxTuS3eBL/vMeIWPT0+hr1UB0Av5wVt35ReuN65uer3Alwt7WZDJyBfyKOQzpVCHvG9XrpuMvACXe64jtQIrXL+78oJaX0rDz8TLbc7Nhb1c4Mv9MGbfQY96CnuUW0jo+9YN5RZobaTve8fqFPYoF9Lcb0kP5Q2H8gKft3bP/ePbC3su8Ck44d65ZYqCF94Fyu99agNurp9cZc63cu853yHQnaCclqkZiCflVl64muYRKyu0bMqRfhehNrWY3rghTd5vxFUVrp/9JiFelAIq4toR8GmZCynw4R5fC+DLfXf6RZ532e8977bcb0dnynx//L5L7SrzLZuDe8gaPfIcue6f//mfr8CeC3wkQFb5PQ9Hl+JxHaXbrmIxR7n7Hl2IRh1FInK+HV2IZNx4Rb8dyeOWI038ws0q48brp6/kht1vyqThHBUOt6PM+Yxbb5rbyOMmN8yzoVCrfVXGXW6Y2TzwuzeQ37PQ6tnpJ/GZvV7lF18/XaCQX6b+kOdd6HfxncnIfYeuotx391qpTZyQJ95vp/v98P1WuMq8E+2+T35+/NRd91Eq2kpt4p6jtvf/irLu/K7lTc+1ll/8oFbvkCc9bdLqd99vBPml9ToW+Y0cR57zgN4V2HP161//Wkdu9FZ/+p3vOPr2t+VPqL/8y7bKnMu6pXzCak9trpGjP/12z8K9XpSN+3eYlvbS2P38y7p1w/G5Jxp2N8I0XXvxPmXvmd03000kffY98nPjSt1435Ncodzwfgez+kvqyrfyj7P6tvwxzrv6o4y8x9S/G34mDn5xM5n6Qv/wD//QiusKCgrk/wOLxABVmNu7HwAAAABJRU5ErkJggg==</raw>
    </picture>
  </region>
  <region id="77" left="36" top="4212" width="726" height="134" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong><span style="color: #993300">Referring to the figure above, the user entered the line of text and the next three lines. </span></strong></div>
<div><strong><span style="color: #993300">Carefully note that the entry f(x, b, c)=0 has a Boolean equality symbol inserted using the Boolean palette. </span></strong></div>
<div><strong><span style="color: #993300">Such symbols appear bold on the page. </span></strong></div>
<div><strong><span style="color: #993300">Then with the x with the function selected (hence is shows in blue box), the Calculation menu was opened and </span></strong></div>
<div><strong><span style="color: #993300">Solve was clicked. SMath responded by inserting the two valued vector with the solutions to the equation. </span></strong></div>
<div><strong><span style="color: #993300">Note how the results are given to the full 15 digit precision notwithstanding that in Tools | Options decimal places </span></strong></div>
<div><strong><span style="color: #993300">were set to 4.</span></strong></div></span>]]></writer>
  </region>
  <region id="78" left="117" top="4374" width="195" height="56" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">a</e>
        <e type="operand">b</e>
        <e type="operand">c</e>
        <e type="function" args="3">f</e>
        <e type="operand">a</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operand">2</e>
        <e type="operand">b</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">-</e>
        <e type="operand">2</e>
        <e type="operand">c</e>
        <e type="operator" args="2">+</e>
        <e type="operator" args="2">/</e>
        <e type="operand">2</e>
        <e type="operator" args="2">-</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="79" left="126" top="4446" width="45" height="26" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">b</e>
        <e type="operand">1</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="80" left="234" top="4446" width="45" height="26" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">c</e>
        <e type="operand">2</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
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    <math>
      <input>
        <e type="operand">a</e>
        <e type="operand">b</e>
        <e type="operand">c</e>
        <e type="function" args="3">f</e>
        <e type="operand">0</e>
        <e type="operator" args="2">≡</e>
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    <math>
      <input>
        <e type="operand">3.16227766503521</e>
        <e type="operator" args="1">-</e>
        <e type="operand">3.16227758007117</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
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  <region id="83" left="36" top="4581" width="694" height="170" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong><span style="color: #993300">The roots function has two forms; here are simplified syntaxes for each: (a) roots(function, variable) and </span></strong></div>
<div><strong><span style="color: #993300">(b) roots(function, variable, guess). We shall see that, whenever possible, it is advisable to provide a value </span></strong></div>
<div><strong><span style="color: #993300">for guess – to use the 3-argument form rather than the 2-argument form. </span></strong></div>
<div><strong><span style="color: #993300">The guess value tells SMath were to start seeking a solution.</span></strong></div>
<div style="font-weight: bold; color: #993300">&nbsp;</div>
<div><strong><span style="color: #993300">In the example below we find the two roots of e<sup>x</sup> + x&#178; -5x =0. The graph indicates roots at about 0.25 and 1.75. </span></strong></div>
<div><strong><span style="color: #993300">The expression root1:=roots(f(x),x) returns the first value. When we give a value to guess, as in the next two </span></strong></div>
<div><strong><span style="color: #993300">calls to roots, we can control which root gets returned. Note that the roots() results do not make f(x) equal </span></strong></div>
<div><strong><span style="color: #993300">exactly zero but results that do so close to the precision of the system.</span></strong></div></span>]]></writer>
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</raw>
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  <region id="85" left="81" top="5121" width="243" height="26" color="#000000" bgColor="#ffffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><strong><span style="color: #993300">establish graph to get starting points</span></strong></div></span>]]></writer>
  </region>
  <region id="86" left="99" top="5157" width="152" height="38" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">f</e>
        <e type="operand">e</e>
        <e type="operand">x</e>
        <e type="operator" args="2">^</e>
        <e type="operand">x</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">+</e>
        <e type="operand">5</e>
        <e type="operand">x</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">-</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="87" left="459" top="5157" width="152" height="38" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">u</e>
        <e type="function" args="1">f</e>
        <e type="operand">e</e>
        <e type="operand">u</e>
        <e type="operator" args="2">^</e>
        <e type="operand">u</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">+</e>
        <e type="operand">5</e>
        <e type="operand">u</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">-</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="88" left="54" top="5211" width="210" height="208" color="#000000" bgColor="#ff8080" fontSize="11">
    <xyplot width="200" height="200" smoothing="false" points="100">
      <propertiessource index="1" sourcetype="PropertyGrid" />
      <grid gridcolor="LightGray" gridpattern="Solid" gridthickness="1" isxgrid="true" isygrid="true" />
      <xaxes xmin="-5" xmax="5" xtick="2.5" numberformat="General" decimalplaces="3" />
      <yaxes ymin="-1" ymax="1" ytick="0.5" numberformat="General" decimalplaces="3" />
      <y2axes isy2axis="false" y2min="-1" y2max="1" y2tick="0.5" numberformat="General" decimalplaces="3" />
      <title2d title="" titlefont="Arial, 12pt" titlefontcolor="Black" />
      <xylabel labelfont="Arial, 10pt" labelfontcolor="Black" tickfont="Courier New, 11pt" tickfontcolor="Black" xlabel="x" ylabel="y" y2label="y2" />
      <legend isbordervisible="true" islegendvisible="false" legendbackcolor="White" legendbordercolor="Black" legendfont="Arial, 8pt" legendposition="NorthEast" textcolor="Black" />
      <traces>
        <trace seriesname="" isy2data="false" isvisible="true" plotmethod="Lines" linecolor="Blue" linethickness="1" linepattern="Solid" symbolsize="8" symboltype="None" symbolborderthickness="1" symbolbordercolor="Black" symbolfillcolor="White" />
      </traces>
      <input>
        <e type="operand">xx</e>
        <e type="function" args="1">f</e>
      </input>
    </xyplot>
  </region>
  <region id="89" left="405" top="5238" width="354" height="224" color="#000000" bgColor="#ffffff" fontSize="11">
    <xyplot width="344" height="216" smoothing="false" points="100">
      <propertiessource index="1" sourcetype="PropertyGrid" />
      <grid gridcolor="LightGray" gridpattern="Solid" gridthickness="1" isxgrid="true" isygrid="true" />
      <xaxes xmin="-3.485862" xmax="4.514133" xtick="2.5" numberformat="General" decimalplaces="3" />
      <yaxes ymin="-2.563261" ymax="3.436737" ytick="1" numberformat="General" decimalplaces="3" />
      <y2axes isy2axis="false" y2min="-1" y2max="1" y2tick="0.5" numberformat="General" decimalplaces="3" />
      <title2d title="" titlefont="Arial, 12pt" titlefontcolor="Black" />
      <xylabel labelfont="Arial, 10pt" labelfontcolor="Black" tickfont="Courier New, 11pt" tickfontcolor="Black" xlabel="x" ylabel="y" y2label="y2" />
      <legend isbordervisible="true" islegendvisible="false" legendbackcolor="White" legendbordercolor="Black" legendfont="Arial, 8pt" legendposition="NorthEast" textcolor="Black" />
      <traces>
        <trace seriesname="" isy2data="false" isvisible="true" plotmethod="Lines" linecolor="Blue" linethickness="1" linepattern="Solid" symbolsize="8" symboltype="None" symbolborderthickness="1" symbolbordercolor="Black" symbolfillcolor="White" />
      </traces>
      <input>
        <e type="operand">u</e>
        <e type="function" args="1">f</e>
      </input>
    </xyplot>
  </region>
  <region id="90" left="18" top="5544" width="311" height="218" color="#000000" bgColor="#ff8080" fontSize="11">
    <plot type="2d" render="lines" scale_x="5.63963127296211" scale_y="9.17442682971537" scale_z="8.1744143052764" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="-89" transpose_y="-7" transpose_z="0">
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">f</e>
      </input>
    </plot>
  </region>
  <region id="91" left="396" top="5544" width="268" height="30" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">root2</e>
        <e type="operand">u</e>
        <e type="function" args="1">f</e>
        <e type="operand">u</e>
        <e type="function" preserve="true" args="2">roots</e>
        <e type="operator" args="2">:</e>
      </input>
      <result action="numeric">
        <e type="operand">0.2805</e>
      </result>
    </math>
  </region>
  <region id="92" left="396" top="5589" width="268" height="30" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">root3</e>
        <e type="operand">u</e>
        <e type="function" args="1">f</e>
        <e type="operand">u</e>
        <e type="function" preserve="true" args="2">roots</e>
        <e type="operator" args="2">:</e>
      </input>
      <result action="numeric">
        <e type="operand">0.2805</e>
      </result>
    </math>
  </region>
  <region id="93" left="396" top="5634" width="294" height="30" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">root4</e>
        <e type="operand">u</e>
        <e type="function" args="1">f</e>
        <e type="operand">u</e>
        <e type="operand">0</e>
        <e type="function" preserve="true" args="3">roots</e>
        <e type="operator" args="2">:</e>
      </input>
      <result action="numeric">
        <e type="operand">0.2805</e>
      </result>
    </math>
  </region>
  <region id="94" left="396" top="5679" width="285" height="30" color="#000000" bgColor="#ffffff" fontSize="11">
    <math>
      <input>
        <e type="operand">root5</e>
        <e type="operand">u</e>
        <e type="function" args="1">f</e>
        <e type="operand">u</e>
        <e type="operand">4</e>
        <e type="function" preserve="true" args="3">roots</e>
        <e type="operator" args="2">:</e>
      </input>
      <result action="numeric">
        <e type="operand">1.734</e>
      </result>
    </math>
  </region>
  <region id="95" left="396" top="5724" width="228" height="63" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">root2</e>
        <e type="function" args="1">f</e>
        <e type="operand">root5</e>
        <e type="function" args="1">f</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
      </input>
      <result action="numeric">
        <e type="operand">4.4409</e>
        <e type="operand">10</e>
        <e type="operand">15</e>
        <e type="operator" args="1">-</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="1">-</e>
        <e type="operand">4.6185</e>
        <e type="operand">10</e>
        <e type="operand">14</e>
        <e type="operator" args="1">-</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="1">-</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
      </result>
    </math>
  </region>
</regions>