﻿<?xml version="1.0" encoding="utf-8" standalone="yes"?>
<?application progid="SMath Studio Desktop" version="0.98.6179.21440"?>
<regions>
  <settings>
    <identity>
      <id>8c8cb406-7172-4e5f-98c4-bcad2d1d80a0</id>
      <revision>67</revision>
    </identity>
    <calculation>
      <precision>4</precision>
      <exponentialThreshold>5</exponentialThreshold>
      <fractions>decimal</fractions>
    </calculation>
    <pageModel active="true" printAreas="true" simpleEqualsOnly="false" printBackgroundImages="true">
      <paper id="1" orientation="Portrait" width="850" height="1100" />
      <margins left="39" right="39" top="39" bottom="39" />
      <header alignment="Center" color="#a9a9a9">&amp;[DATE] &amp;[TIME] - &amp;[FILENAME]</header>
      <footer alignment="Center" color="#a9a9a9">&amp;[PAGENUM] / &amp;[COUNT]</footer>
      <backgrounds />
    </pageModel>
    <dependencies>
      <assembly name="SMath Studio Desktop" version="0.98.6179.21440" guid="a37cba83-b69c-4c71-9992-55ff666763bd" />
      <assembly name="Math Region" version="0.98.6179.21440" guid="02f1ab51-215b-466e-a74d-5d8b1cf85e8d" />
      <assembly name="Picture Region" version="1.10.6179.21444" guid="06b5df04-393e-4be7-9107-305196fcb861" />
      <assembly name="Custom Functions" version="1.1.6100.11764" guid="18dadffd-79a3-4cf9-aee1-d66deb0ea720" />
      <assembly name="Special Functions" version="1.11.6179.21442" guid="2814e667-4e12-48b1-8d51-194e480eabc5" />
      <assembly name="Text Region" version="1.10.6179.21446" guid="485d28c5-349a-48b6-93be-12a35a1c1e39" />
      <assembly name="Image Region" version="2.99.6120.35993" guid="63ddaef8-9a56-4ff6-938e-d590b638bf99" />
      <assembly name="Plot Region" version="1.9.6179.21450" guid="c451c2b5-798b-4f08-b9ec-b90963d1ddaa" />
    </dependencies>
  </settings>
  <region id="0" top="9" color="#000000" bgColor="#ffffff">
    <area collapsed="true" />
    <region id="1" left="9" top="27" width="406" height="55" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math exponentialThreshold="3">
        <description active="true" position="Top" lang="eng">
          <p>You need that one for scaling grayscale image</p>
        </description>
        <input>
          <e type="operand">M</e>
          <e type="operand">lo</e>
          <e type="operand">hi</e>
          <e type="function" args="3">Scale</e>
          <e type="operand">hi</e>
          <e type="operand">lo</e>
          <e type="operator" args="2">-</e>
          <e type="bracket">(</e>
          <e type="operand">M</e>
          <e type="operand">M</e>
          <e type="function" preserve="true" args="1">Min</e>
          <e type="operator" args="2">-</e>
          <e type="operand">M</e>
          <e type="function" preserve="true" args="1">Max</e>
          <e type="operand">M</e>
          <e type="function" preserve="true" args="1">Min</e>
          <e type="operator" args="2">-</e>
          <e type="operand">10</e>
          <e type="operand">6</e>
          <e type="operator" args="1">-</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">+</e>
          <e type="operator" args="2">/</e>
          <e type="bracket">(</e>
          <e type="operator" args="2">*</e>
          <e type="operand">lo</e>
          <e type="operator" args="2">+</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="2" left="9" top="117" width="449" height="274" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
      <math>
        <description active="true" position="Top" lang="ger">
          <p>Erzeugt eine Matrix für die Darstellung vertikaler Linien zwischen den Funktionen f(x) und g(x) im Bereich von x1 bis x2 mit 2*n Linien.</p>
        </description>
        <description active="true" position="Top" lang="eng">
          <p>Generates a matrix for 2*N vertical lines (hatching) between functions f(x) and g(x) in x-range from x1 to x2</p>
        </description>
        <input>
          <e type="operand">f</e>
          <e type="operand">g</e>
          <e type="operand">x.1</e>
          <e type="operand">x.2</e>
          <e type="operand">N</e>
          <e type="function" args="5">hatch</e>
          <e type="operand">dx</e>
          <e type="operand">x.2</e>
          <e type="operand">x.1</e>
          <e type="operator" args="2">-</e>
          <e type="operand">N</e>
          <e type="operator" args="2">/</e>
          <e type="bracket">(</e>
          <e type="operator" args="2">:</e>
          <e type="operand">h</e>
          <e type="operand">x.1</e>
          <e type="operand">x.1</e>
          <e type="function" args="1">f</e>
          <e type="operand">x.1</e>
          <e type="operand">x.1</e>
          <e type="function" args="1">g</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>
          <e type="operand">x</e>
          <e type="operand">x.1</e>
          <e type="operand">x.2</e>
          <e type="operand">dx</e>
          <e type="operator" args="2">-</e>
          <e type="operand">x.1</e>
          <e type="operand">dx</e>
          <e type="operator" args="2">+</e>
          <e type="function" preserve="true" args="3">range</e>
          <e type="operand">h</e>
          <e type="operand">h</e>
          <e type="operand">x</e>
          <e type="operand">dx</e>
          <e type="operand">2</e>
          <e type="operator" args="2">/</e>
          <e type="operator" args="2">+</e>
          <e type="operand">x</e>
          <e type="operand">dx</e>
          <e type="operand">2</e>
          <e type="operator" args="2">/</e>
          <e type="operator" args="2">+</e>
          <e type="function" args="1">g</e>
          <e type="operand">x</e>
          <e type="operand">dx</e>
          <e type="operand">2</e>
          <e type="operator" args="2">/</e>
          <e type="operator" args="2">+</e>
          <e type="operand">x</e>
          <e type="operand">dx</e>
          <e type="operand">2</e>
          <e type="operator" args="2">/</e>
          <e type="operator" args="2">+</e>
          <e type="function" args="1">f</e>
          <e type="operand">x</e>
          <e type="operand">dx</e>
          <e type="operator" args="2">+</e>
          <e type="operand">x</e>
          <e type="operand">dx</e>
          <e type="operator" args="2">+</e>
          <e type="function" args="1">f</e>
          <e type="operand">x</e>
          <e type="operand">dx</e>
          <e type="operator" args="2">+</e>
          <e type="operand">x</e>
          <e type="operand">dx</e>
          <e type="operator" args="2">+</e>
          <e type="function" args="1">g</e>
          <e type="operand">4</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="10">mat</e>
          <e type="function" preserve="true" args="2">stack</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">h</e>
          <e type="operand">4</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="6">line</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="3" top="450" color="#000000" bgColor="#ffffff">
      <area terminator="true" />
    </region>
  </region>
  <region id="4" left="9" top="486" width="265" height="62" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">x</e>
        <e type="operand">r</e>
        <e type="function" args="2">Ψ</e>
        <e type="operand">1</e>
        <e type="operand">2</e>
        <e type="operand">r</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">x</e>
        <e type="operand">r</e>
        <e type="operator" args="1">-</e>
        <e type="operator" args="2">≥</e>
        <e type="bracket">(</e>
        <e type="operand">x</e>
        <e type="operand">r</e>
        <e type="operator" args="2">≤</e>
        <e type="bracket">(</e>
        <e type="operator" args="2">*</e>
        <e type="operand">0</e>
        <e type="function" preserve="true" args="3">cases</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="5" left="288" top="558" width="441" height="31" color="#000000" bgColor="#80ffff" fontSize="14">
    <text lang="eng">
      <p bold="true">Fourier Quantum: pin hole diffraction</p>
    </text>
  </region>
  <region id="6" left="9" top="567" width="133" height="39" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <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="function" args="2">Ψ</e>
        <e type="function" preserve="true" args="1">abs</e>
        <e type="bracket">(</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="7" left="171" top="576" width="63" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">g</e>
        <e type="operand">0</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="8" left="9" top="621" width="240" height="158" color="#000000" bgColor="#ffffff" fontSize="10">
    <plot type="2d" render="lines" scale_x="24.5409897341161" scale_y="1" scale_z="24.5409897341161" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="1" transpose_y="0" transpose_z="0">
      <description active="true" position="Top" lang="eng">
        <p>coordinate-space prob. density</p>
      </description>
      <input>
        <e type="operand" style="string" />
        <e type="operand">f</e>
        <e type="operand">g</e>
        <e type="operand">2</e>
        <e type="operator" args="1">-</e>
        <e type="operand">2</e>
        <e type="operand">10</e>
        <e type="function" args="5">hatch</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">sys</e>
      </input>
    </plot>
  </region>
  <region id="9" left="261" top="621" width="512" height="248" color="#000000" bgColor="#ffffff" fontSize="10">
    <text lang="eng">
      <p>"Diffraction has a simple quantum mechanical interpretationbased on the uncertainty principle. Or, one could say:diffraction is an excellent way to illustrate the uncertaintyprinciple. A screen with a single hole of radius 'r' isilluminated with a coherent photon of particle beam. The normalized coordinate-space wave function @ the slit screen ..........  Ψ(x,r)Since the hole-screen measures position, it localizes theincident beam in the X-direction. According to the uncer-tainty principle, because position and momentum are incom-patible, or conjugate, observables, this measurement mustbe acompanied by a delocalization of the X-component of themomentum. To see this, it necessary to Fourier transformY(x,w) into momentum space to obtain the momentum wave function  Φ(px,r) ...</p>
    </text>
  </region>
  <region id="10" left="0" top="855" width="208" height="51" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">W</e>
        <e type="operand">0.5</e>
        <e type="operator" args="2">:</e>
        <e type="operand">M</e>
        <e type="operand">0.0375</e>
        <e type="operator" args="2">:</e>
        <e type="operand">xo</e>
        <e type="operand">0</e>
        <e type="operator" args="2">:</e>
        <e type="operand">1</e>
        <e type="operand">3</e>
        <e type="function" preserve="true" args="5">mat</e>
        <e type="operand">U</e>
        <e type="operand">10000</e>
        <e type="operator" args="2">:</e>
        <e type="operand">α</e>
        <e type="operand">4</e>
        <e type="operator" args="2">:</e>
        <e type="operand">1</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="4">mat</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">line</e>
      </input>
    </math>
  </region>
  <region id="11" left="324" top="873" width="330" height="66" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">px</e>
        <e type="operand">r</e>
        <e type="function" args="2">Φ</e>
        <e type="operand">1</e>
        <e type="operand">2</e>
        <e type="operand">π</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">i</e>
        <e type="operand">px</e>
        <e type="operator" args="2">*</e>
        <e type="operand">x</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="1">-</e>
        <e type="function" preserve="true" args="1">exp</e>
        <e type="operand">x</e>
        <e type="operand">r</e>
        <e type="function" args="2">Ψ</e>
        <e type="operator" args="2">*</e>
        <e type="operand">x</e>
        <e type="operand">r</e>
        <e type="operator" args="1">-</e>
        <e type="operand">r</e>
        <e type="function" preserve="true" args="4">int</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">≡</e>
      </input>
    </math>
  </region>
  <region id="12" left="0" top="909" width="199" height="82" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">q</e>
        <e type="operand">0.1</e>
        <e type="operand">1</e>
        <e type="operand">2</e>
        <e type="operand">x</e>
        <e type="operand">xo</e>
        <e type="operator" args="2">-</e>
        <e type="bracket">(</e>
        <e type="operator" args="2">*</e>
        <e type="operand">U</e>
        <e type="operator" args="2">*</e>
        <e type="operand">W</e>
        <e type="operator" args="2">/</e>
        <e type="bracket">(</e>
        <e type="operand">α</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">+</e>
        <e type="bracket">(</e>
        <e type="operand">M</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">/</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="13" left="261" top="936" width="475" height="88" color="#000000" bgColor="#ffffff" fontSize="10">
    <text lang="eng">
      <p>... it is the momentum distribution,  (|Φ(px,r)|)², shownbelowthat is projected onto the detection screen. Thus,a position measurement @ the detection screen is alsoeffectively a measure of the X-component of the partilemomentum." Frank Rioux with permission Mathcad 11.</p>
    </text>
  </region>
  <region id="14" left="0" top="999" width="240" height="158" color="#000000" bgColor="#ffffff" fontSize="10">
    <plot type="2d" render="lines" scale_x="247.830963273498" scale_y="10.8874598257687" scale_z="247.830963273498" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="1" transpose_y="-119" transpose_z="0">
      <description active="true" position="Top" lang="eng">
        <p>The mapping function</p>
      </description>
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">q</e>
      </input>
    </plot>
  </region>
  <region id="15" left="288" top="1053" width="232" height="67" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">r</e>
        <e type="operand">0.5</e>
        <e type="operator" args="2">:</e>
        <e type="bracket">(</e>
        <e type="operand" style="string">pin hole radius</e>
        <e type="operator" args="2">≡</e>
        <e type="operand">Δ</e>
        <e type="operand">30</e>
        <e type="operator" args="2">:</e>
        <e type="operand">N</e>
        <e type="operand">30</e>
        <e type="operator" args="2">:</e>
        <e type="bracket">(</e>
        <e type="operand" style="string">canvas size</e>
        <e type="operator" args="2">≡</e>
        <e type="operand">3</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="5">line</e>
      </input>
    </math>
  </region>
  <region id="16" left="666" top="1116" width="77" height="63" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <description active="true" position="Top" lang="eng">
        <p>convenientdemo setup</p>
      </description>
      <input>
        <e type="operand">r</e>
        <e type="operand">0.25</e>
        <e type="operator" args="2">≡</e>
        <e type="operand">Δ</e>
        <e type="operand">48</e>
        <e type="operator" args="2">≡</e>
        <e type="operand">N</e>
        <e type="operand">49</e>
        <e type="operator" args="2">≡</e>
        <e type="operand">3</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="5">line</e>
      </input>
    </math>
  </region>
  <region id="17" left="288" top="1125" width="103" height="109" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <description active="true" position="Top" lang="eng">
        <p>position wave fnct@ hole screen</p>
      </description>
      <input>
        <e type="operand">j</e>
        <e type="operand">0</e>
        <e type="operand">N</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operator" args="2">:</e>
        <e type="operand">x</e>
        <e type="operand">1</e>
        <e type="operator" args="1">-</e>
        <e type="operand">2</e>
        <e type="operand">j</e>
        <e type="operator" args="2">*</e>
        <e type="operand">N</e>
        <e type="operator" args="2">/</e>
        <e type="operator" args="2">+</e>
        <e type="function" preserve="true" args="1">vectorize</e>
        <e type="operator" args="2">:</e>
        <e type="operand">y</e>
        <e type="operand">1</e>
        <e type="operator" args="1">-</e>
        <e type="operand">2</e>
        <e type="operand">j</e>
        <e type="operator" args="2">*</e>
        <e type="operand">N</e>
        <e type="operator" args="2">/</e>
        <e type="operator" args="2">+</e>
        <e type="function" preserve="true" args="1">vectorize</e>
        <e type="operator" args="2">:</e>
        <e type="operand">3</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="5">line</e>
      </input>
    </math>
  </region>
  <region id="18" left="450" top="1125" width="126" height="97" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <description active="true" position="Top" lang="eng">
        <p>bidirectionalposition momentum</p>
      </description>
      <input>
        <e type="operand">j</e>
        <e type="operand">0</e>
        <e type="operand">N</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operator" args="2">:</e>
        <e type="operand">px</e>
        <e type="operand">Δ</e>
        <e type="operator" args="1">-</e>
        <e type="operand">2</e>
        <e type="operand">Δ</e>
        <e type="operator" args="2">*</e>
        <e type="operand">j</e>
        <e type="operator" args="2">*</e>
        <e type="operand">N</e>
        <e type="operator" args="2">/</e>
        <e type="operator" args="2">+</e>
        <e type="operator" args="2">:</e>
        <e type="operand">py</e>
        <e type="operand">Δ</e>
        <e type="operator" args="1">-</e>
        <e type="operand">2</e>
        <e type="operand">Δ</e>
        <e type="operator" args="2">*</e>
        <e type="operand">j</e>
        <e type="operator" args="2">*</e>
        <e type="operand">N</e>
        <e type="operator" args="2">/</e>
        <e type="operator" args="2">+</e>
        <e type="operator" args="2">:</e>
        <e type="operand">3</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="5">line</e>
      </input>
    </math>
  </region>
  <region id="19" left="36" top="1197" width="133" height="50" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <description active="true" position="Top" lang="eng">
        <p>asymmetric mapping</p>
      </description>
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">f</e>
        <e type="operand">1</e>
        <e type="operand">1</e>
        <e type="operand">x</e>
        <e type="operand">0.325</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">+</e>
        <e type="operator" args="2">/</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="20" left="9" top="1278" width="240" height="158" color="#000000" bgColor="#ffffff" fontSize="10">
    <plot type="2d" render="lines" scale_x="8.14027493868399" scale_y="1" scale_z="8.14027493868399" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="0" transpose_y="0" transpose_z="0">
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">f</e>
      </input>
    </plot>
  </region>
  <region id="21" left="18" top="1476" width="503" height="58" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <description active="true" position="Top" lang="eng">
        <p>position wave function @ hole screen</p>
      </description>
      <input>
        <e type="operand">x</e>
        <e type="operand">y</e>
        <e type="function" args="2">Ψ</e>
        <e type="operand">1</e>
        <e type="operand">x</e>
        <e type="operand">r</e>
        <e type="operator" args="1">-</e>
        <e type="operator" args="2">≥</e>
        <e type="bracket">(</e>
        <e type="operand">x</e>
        <e type="operand">r</e>
        <e type="operator" args="2">≤</e>
        <e type="bracket">(</e>
        <e type="operator" args="2">*</e>
        <e type="operand">y</e>
        <e type="operand">r</e>
        <e type="operand">2</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="function" preserve="true" args="1">sqrt</e>
        <e type="function" preserve="true" args="1">Re</e>
        <e type="operator" args="1">-</e>
        <e type="operator" args="2">≥</e>
        <e type="bracket">(</e>
        <e type="operator" args="2">*</e>
        <e type="operand">y</e>
        <e type="operand">r</e>
        <e type="operand">2</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="function" preserve="true" args="1">sqrt</e>
        <e type="function" preserve="true" args="1">Re</e>
        <e type="operator" args="2">≤</e>
        <e type="bracket">(</e>
        <e type="operator" args="2">*</e>
        <e type="operand">0</e>
        <e type="function" preserve="true" args="3">cases</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="22" left="18" top="1566" width="299" height="100" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <description active="true" position="Top" lang="eng">
        <p>coordinate-space wave function</p>
      </description>
      <input>
        <e type="operand">D</e>
        <e type="operand">i</e>
        <e type="operand">1</e>
        <e type="operand">N</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">j</e>
        <e type="operand">1</e>
        <e type="operand">N</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">hole</e>
        <e type="operand">i</e>
        <e type="operand">j</e>
        <e type="function" preserve="true" args="3">el</e>
        <e type="operand">x</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">y</e>
        <e type="operand">j</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="function" args="2">Ψ</e>
        <e type="bracket">(</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="function" preserve="true" args="1">eval</e>
        <e type="operator" args="2">:</e>
        <e type="function" preserve="true" args="3">for</e>
        <e type="function" preserve="true" args="3">for</e>
        <e type="operand">hole</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">line</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="23" left="342" top="1593" width="161" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">D</e>
        <e type="operand">D</e>
        <e type="operand">0</e>
        <e type="operand">255</e>
        <e type="function" args="3">Scale</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="24" left="342" top="1620" width="40" height="38" color="#000000" bgColor="#ffffff" fontSize="10">
    <image>
      <imagefile filename="x3cwv.png" lenght="204" width="30" height="30" option="border=true;" dataRenderXmlLength="0" renderExt=".png" OLDwidht="30" OLDheight="30" select_rotation="0°">iVBORw0KGgoAAAANSUhEUgAAAB4AAAAeCAIAAAC0Ujn1AAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsMAAA7DAcdvqGQAAABhSURBVEhL7cyxCsAgEERB//+jQ5pJEVBctQnkpjz2XSvlx64310Oe9Vjs8WPMbpV6xnqJdMY6p8toQqKMJiTKaEKijCYkymhyuhnrJdIZ61XqMbs9fvRYHPLs4VrKF7V2Ax/9Dvmap9xXAAAAAElFTkSuQmCC</imagefile>
      <input>
        <e type="operand">D</e>
      </input>
    </image>
  </region>
  <region id="25" left="216" top="1737" width="237" height="56" color="#000000" bgColor="#ffffff" fontSize="10">
    <text lang="eng">
      <p>The double integrator needs [x ,y] be scalar =&gt; 'Clear'must be evaluated as shown.</p>
    </text>
  </region>
  <region id="26" left="216" top="1800" width="43" height="32" color="#000000" bgColor="#ffffff">
    <picture>
      <raw format="png" encoding="base64">iVBORw0KGgoAAAANSUhEUgAAACMAAAAYCAYAAABwZEQ3AAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsMAAA7DAcdvqGQAAACpSURBVEhLzdRNCoMwEEBhKZ5EPFnxWNKTSU8iTdvFgyojJvPjdPE2mQQ+EkjXv9ZS3a2X151qx3ya7pM8N6bC/KKW5yLvVWTCkBfKBUNWlCuGtKgQDLWiQjFUi+qkw1GdoS7F0BEqBUN7VCqGQP0FZhzGMj/mXAyI1GfaI1IwRwi65NM7Q1AophZBIZhWBLlitAhywVgRZMJ4IUiF+SLEubEmjPdNbFvLG1DzBUqJJvVOAAAAAElFTkSuQmCC</raw>
    </picture>
  </region>
  <region id="27" left="270" top="1800" width="130" height="26" color="#000000" bgColor="#80ffff" fontSize="10">
    <math>
      <input>
        <e type="operand">x</e>
        <e type="operand">y</e>
        <e type="function" preserve="true" args="2">Clear</e>
      </input>
      <result action="numeric">
        <e type="operand">1</e>
      </result>
    </math>
  </region>
  <region id="28" left="405" top="1800" width="43" height="32" color="#000000" bgColor="#ffffff">
    <picture>
      <raw format="png" encoding="base64">iVBORw0KGgoAAAANSUhEUgAAACMAAAAYCAYAAABwZEQ3AAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsMAAA7DAcdvqGQAAADFSURBVEhLzdNbCoMwEIXhUFxJcWXFZUlXJq5EmlLKCYrnkGTSdHz4X4wzfHgJw2uL3boN/LqoC2Z6TF+IF2ZZlyPCAyMRiMyozJgsApFZVTWmGIHIDlUxphqByC5VFmNGILJTJTHNCEMnjAcCJYwnAoUrIFCYn3Mc7yM9/HfpNV0BdfqAPVHy1/ZASQxqRpGdqiwGmVFkl6oYg6pRZIeqGoOKUWRWZcagLIrMqJoxSKLIvaqfYfYdUORc1QXzKT0pcsbb4hvMKQVKjmB8dgAAAABJRU5ErkJggg==</raw>
    </picture>
  </region>
  <region id="29" left="207" top="1836" width="360" height="28" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <description active="true" position="Top" lang="eng">
        <p>The reduced symbolic double integrand  </p>
      </description>
      <input>
        <e type="operand">i</e>
        <e type="operand">px</e>
        <e type="operator" args="2">*</e>
        <e type="operand">x</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="1">-</e>
        <e type="function" preserve="true" args="1">exp</e>
        <e type="operand">i</e>
        <e type="operand">py</e>
        <e type="operator" args="2">*</e>
        <e type="operand">y</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="1">-</e>
        <e type="function" preserve="true" args="1">exp</e>
        <e type="operator" args="2">*</e>
        <e type="operand">i</e>
        <e type="operand">px</e>
        <e type="operand">x</e>
        <e type="operator" args="2">*</e>
        <e type="operand">y</e>
        <e type="operand">py</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">+</e>
        <e type="bracket">(</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="1">-</e>
        <e type="function" preserve="true" args="1">exp</e>
        <e type="operator" args="2">≡</e>
      </input>
    </math>
  </region>
  <region id="30" left="18" top="1926" width="390" height="100" color="#000000" bgColor="#ebebeb" fontSize="10">
    <math optimize="2">
      <description active="true" position="Top" lang="eng">
        <p>Optimiz numeric, set options integral accuravy 50</p>
      </description>
      <input>
        <e type="operand">px</e>
        <e type="operand">py</e>
        <e type="function" args="2">Φ</e>
        <e type="operand">i</e>
        <e type="operand">px</e>
        <e type="operand">x</e>
        <e type="operator" args="2">*</e>
        <e type="operand">y</e>
        <e type="operand">py</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">+</e>
        <e type="bracket">(</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="1">-</e>
        <e type="function" preserve="true" args="1">exp</e>
        <e type="operand">y</e>
        <e type="operand">r</e>
        <e type="operand">2</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="function" preserve="true" args="1">vectorize</e>
        <e type="function" preserve="true" args="1">sqrt</e>
        <e type="operator" args="1">-</e>
        <e type="operand">r</e>
        <e type="operand">2</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="function" preserve="true" args="1">vectorize</e>
        <e type="function" preserve="true" args="1">sqrt</e>
        <e type="function" preserve="true" args="4">int</e>
        <e type="operand">x</e>
        <e type="operand">r</e>
        <e type="operator" args="1">-</e>
        <e type="operand">r</e>
        <e type="function" preserve="true" args="4">int</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="31" left="522" top="1944" width="163" height="55" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">Δ</e>
        <e type="operand">N</e>
        <e type="operand">1</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="4">mat</e>
        <e type="operand">20</e>
        <e type="operator" args="2">≡</e>
        <e type="bracket">(</e>
        <e type="operand">70</e>
        <e type="operand">min</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">≡</e>
        <e type="operand">Δ</e>
        <e type="operand">N</e>
        <e type="operand">1</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="4">mat</e>
        <e type="operand">30</e>
        <e type="operator" args="2">≡</e>
        <e type="bracket">(</e>
        <e type="operand">159</e>
        <e type="operand">min</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">≡</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
      </input>
    </math>
  </region>
  <region id="32" left="522" top="2016" width="96" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">t0</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="1">time</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="33" left="18" top="2061" width="259" height="106" border="true" color="#000000" bgColor="#ebebeb" fontSize="10">
    <math optimize="2">
      <input>
        <e type="operand">P</e>
        <e type="operand">m</e>
        <e type="operand">1</e>
        <e type="operand">N</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">n</e>
        <e type="operand">1</e>
        <e type="operand">N</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">Fo</e>
        <e type="operand">m</e>
        <e type="operand">n</e>
        <e type="function" preserve="true" args="3">el</e>
        <e type="operand">px</e>
        <e type="operand">m</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">py</e>
        <e type="operand">n</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="function" args="2">Φ</e>
        <e type="function" preserve="true" args="1">vectorize</e>
        <e type="function" preserve="true" args="1">abs</e>
        <e type="bracket">(</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">:</e>
        <e type="function" preserve="true" args="3">for</e>
        <e type="function" preserve="true" args="3">for</e>
        <e type="operand">Fo</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">line</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="34" left="297" top="2061" width="223" height="93" border="true" color="#000000" bgColor="#ffe1e1" fontSize="10">
    <math>
      <input>
        <e type="operand">P</e>
        <e type="operand">P</e>
        <e type="operator" args="2">:</e>
        <e type="operand">x</e>
        <e type="function" args="1">f</e>
        <e type="operand">x</e>
        <e type="function" args="1">q</e>
        <e type="operator" args="2">:</e>
        <e type="operand">fmap</e>
        <e type="operand">P</e>
        <e type="function" args="1">f</e>
        <e type="function" preserve="true" args="1">vectorize</e>
        <e type="operator" args="2">:</e>
        <e type="operand">CoC</e>
        <e type="operand">fmap</e>
        <e type="operator" args="1">-</e>
        <e type="operand">0</e>
        <e type="operand">255</e>
        <e type="function" args="3">Scale</e>
        <e type="operator" args="2">:</e>
        <e type="operand">4</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="6">line</e>
      </input>
    </math>
  </region>
  <region id="35" left="522" top="2061" width="40" height="38" color="#000000" bgColor="#ffffff" fontSize="10">
    <image>
      <imagefile filename="qdkkk.png" lenght="997" width="30" height="30" option="border=true;" dataRenderXmlLength="0" renderExt=".png" OLDwidht="30" OLDheight="30" select_rotation="0°">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</imagefile>
      <input>
        <e type="operand">CoC</e>
      </input>
    </image>
  </region>
  <region id="36" left="297" top="2160" width="179" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="1">
      <input>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="1">time</e>
        <e type="operand">t0</e>
        <e type="operator" args="2">-</e>
      </input>
      <contract>
        <e type="operand" style="unit">min</e>
      </contract>
      <result action="numeric">
        <e type="operand">158.8</e>
      </result>
    </math>
  </region>
  <region id="37" left="18" top="2205" width="385" height="490" border="true" color="#000000" bgColor="#ffffff">
    <picture>
      <raw format="png" encoding="base64">iVBORw0KGgoAAAANSUhEUgAAAXkAAAHiCAYAAAANory9AAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsMAAA7DAcdvqGQAAIozSURBVHhe7b0JrHVdVpaLZd/3fd/3fd/3vSgx2BAJSkRFFCUoolLAjUTQiMYGIZbGXOyKgB1FMBosb/SqdROiKa8mgjGR0sgVY7RsMBqbff9nf/9T/3vGN+daa++z+zPeZGSvNZsxxhxzjnfNNff+zvdBu0aj0Wg8LJrkG41G44HRJN9oNBoPjCb5RqPReGA0yTcajcYDo0n+QfBBH/RBH5BGo9EQzQgPgErsTfSNRkM0GzwgmuQbjYZoNnhANMk3Gg3RbPCAaJJvNBqi2eAE+PIv//I3r86PNVtN8I1GI9GM8Ey8//3v3733ve998+78gOSxOUITfKPRqGhWeCbe9a53vXl1Obz73e9+8+otJME32TcaDdFs8Ey84x3vePPqcnjnO9/55tUrQOpVGo1GAwzZYEQayK1gyadZ3aw8kXWj9rXvV33VVw131ecGNrHdaDQaa5gyXiU0MCq7NKoPa/diq+/ZbnYtINtLnseL973vfbv3vOc9b941Go3GHFPmey5ZXgqViEf+zcpHqPrEqD9HNRDupYHNemTTaDQaI0yZb0aKW8lyC06ha6TjOb5nm9m1+MzP/Mwnxya0sV1er8G2ta/3Ffy6BtuNRqOxhikLzQhmVv4cJKmlrGGpzaxuTW/Wz67FB3/wB7959RZst2anorZf6z+y3Wg0GhVTJpmRzKHkdU4s+bLF/6U2VUY4tHwJ2WdL/2NsNBqNl4cpU5ySwNaAzpEs4dj6tX6JS9hI2G9L/2NtNBqNl4UpU4xIpJZtJZpTE1Lq2+KnONSPtfZLtrNuq91RX1HLtupsNBovG0OmgEBGcmoco7P6pI56L2bla9jSr9Zl+6W+a3VbsLVdo9F42WimeAae8+Xnc0m+v3htNBpbcDTJQ0ZbCGlru3sEP2Nc+538aPyzeCyV17r+CWWj0diCZ7HvjJQqtra7N/APkrb8Y6i18UviS+2yDpvX+Js5jUbj/vAs9l0jL7G13b2BPy2w5c8LnGL8leT7zxo0Go0taJJ/BvjXrlv+1PCpSb7/QFmj0diKJvlnYsvfkDk1yV/jb9g3Go37xNHsA+koot6LUdmjYI1wjclzY5D9r/HnjRuNxn3i5Ow7IrPnEtwtgz8Wdon/49UY8qeNZ//9X6PRaFSclH1nZP7IJA8uSfKX/E/DG43G/eOs7AsxPTrBnxsdw0aj8Rw0ezQajcYDo0m+0Wg0HhhN8o1Go/HAaJJvNBqNB0aTfKPRaDwwmuQbjUbjgdEk32g0Gg+MJvlGo9F4YDTJNxqNxgOjSb7RaDQeGE3yjUaj8cBokm80Go0HxhOS949hVTk1zqHznDhnLA7BpfxY0n/tGJwal4opOLWNR5uLxnnw2iqpC+cWF9IlfUpb14zFtfy45pjPjXPH9FZi92hz+Mhr8hx4LVr3EMBL+vjSE/WRE+rcY3vpa+dceOQ1eQ68Fq0M4CiYlCliy/3oU9T2YK1tlo/a1jYg29U6YHltl2VgVAa8H33Wshlsm+2yLMuFZUv1h9R5vVQnRm2A96M6kXVe13sxu7es3oN6n8j2KWJ072eWC8trO+9BXoNRG+D9qC6RdbM+3mcZmJUnrMt2o/bW17rsk9cVWS+yfdZ5v1YvRu2y/iXgtdEajAyKWLqf1fGp5L0YXdsm6xK1T207ut7aDsyuweyeT2Xp3usRanneL/VRxFK/tXZ8LrWZ1QHvbbfUVszaHHoNtrYTS/2B93wq4pjrWR3w3nZLbUG28Trbza7B2j2gTMl7r0Veg9q+3nstRte2XWsnZvd8Knnv9UvBayPNwddALN0/py5F5HVFrRu1VV/WLfWrbcVSH1B1JGZ1tZ3Y2r/ikH61rtaDQ/onttYlRn1GbSlTErM+2b7WiVGfRN4fUidOpa/ei1Ppq/dipmN2DQ7tw3WKyGuwtQ7M2i7peGS8NtKlwde6paAdWydm5WBJH5jpX+sHKDukz9a2S+3E1v4Vh/Qb6aFs1mep/7F1Ccv5zOtE3s/qlvrMsNYn7w+pE6fSV+/FqfTVezHTMbsGh/ap/UUtX+qzte2SjkfGayNdGnytWwqg4n2ithWz6wrr6qeY6Tmm3VIfsLXtUjuxtX8FdbO2td+WdqPr+gnyGmytq1jqBw6pF2t9QC2vfRTvE7WtGF3XT5DXYGtd4lB99VPUezHSAWbX4NA+W67BqK5+Aq4V78Xs+tHxZKQGZykAS22yPD9red6D2X2WJbJu1jbLq9T60T0YlYFReS2b3dfrCuuyflSWsHzWxvJaNyqvZaNr78GWsnpfkeVLbVISa31GsK7WZ1l+1vK8B/UeZJnX2WZLWb0XWZ5S6/I+UdtU1PrZNfB+qWx2DWb3ls3uE7Xez1o+un50vIxRPjheymJtNBqHo9nhAdAk32g0Zmh2uHP42tlE32g0RmhmaDQajQdGk3yj0Wg8MJrkG41G44Hx4kn+pZxl5zjrmD3Tt7zenxLn0PkScOq4XWMeeu6vg4eJ+tYFdO6FdsmFfMiYZ22zvLab9TkEp9BxalSfruXjkt2s4/qUPm7V91ybp/S5cTweZha2LqhzL7xLLuxDbM3a1vJT+3/JeGzFuce8FUt2z+3jFn3PtXlqnxvH4bVZcGJygriuE5btlurEqB2wvNbNyvzMOu+zDGxpl9dg1AZ4P6oT1tX6WXlFtqvtZ/dZVpH12S7LlsQ2+QmyPmG5dfUe5DUYtQHej+oSa+1qufeW1XsxK5t91rYVtY33o36jOq9ruZiVJ7JNbVv7e7/WTtT29R7kNRi1Ad6P6ipsU9uNyr2uZXkvRuXez/rcKp54qvM5gNH1UrulOnDsNZ+KmF2DLe24ntUB72231FbU8rV7sdRuy3VFbed9XoO8BrVuqf0x17M64L3tltqCtXZbrsHSvdd8KqN7kNeJWZtZe1DruN+ip/YTtc2W/nkNDu1Tr2d1wHvbLbUVszajaz6VpXZgdM2nMmp3y3jNy+p4Di7rRu3EqC5F1HuRbbO+tl2qA/ZfaneKusRau2P6cZ0i8rqi1s36LbUD9R5QpohRO1DLl/psrUusteNeEYf0ybpRu0S9T6gr26y1Tyzdc50yQi3P++xbyxNb24lavtRna12C8lHdUvuE/RWxVJ6o97eK17zcOpCldlt1COqX+oslvVvrTqED1Hux1m7WD1CnJGZ91nQl8n52DQ65X9IjtvYHW+sSW3XMrsHavThFv9l1xZrurXrEMf2X+iSO6X9s3QjUL/UXW/U+t/+t4TUvlwZSr5fqElvaHXoNRnX1ExzTDmytS1heP8VavxGybnQ96lvbKd6LvAaH3B9yXT9BXoOtdQnKZ/3Wrtc+wewarN2LNX2jfrWutsn72XWitlG8F6Prre3A6Lp+grwGW+sSsz5brsEp+98ynniJ00piVuZn1nmfZWCprJaDWl7bzu4T2ca60bX3YEtZvU+Mypfai2wzaru1LJH1+TmSWje6F1medfUeZJnX2WZLWb1P1DYVlmd9XoN6D2ZtLFu7r8h62+R1xajd7B7U+xGyTW076r+1DKy19TrbbCmr94ktdWLWdlQGarn3lo3ubxVHe3bLg7pHjOLZMV5Hx6jRWEaT/I2gSf44dIwajWUclSEkltI4HTKuHdt1dKwajXV0djQajcYDo0m+0Wg0HhhN8o1Go/HAaJJvNBqNB0aTfKPRaDwwmuQbjUbjgdEk32g0Gg+MJvlGo9F4YDTJNxqNxgOjSf4M6H+B2diKXiuNc6NX2InRSds4FL1mGudEr64TopO1cSx67TTOhV5ZJ0InaeO56DXUOAd6VZ0I95Cg+KhswSFjuofxL+GcsQFb2h+qs9HYgl5VJ8A9JGf1sUnnLdxSbF5KzBuXQ6+oE+AeE/OaRHbruGZsXmrMG+dDr6gT4B4Tc81n67eO7ZHI6dSxAS8xjo3bQK+oZ+Iek3KLz7bZ2vYe4zDCqWMDDo3PIW0bjTWsrqb3vve9b17dL845hntMyOrzofdgS5t7xKGxGI17a9kMh7RtNNawuJre97737eXecc5x3FtCbvG3tjmmzz3iXLEBh8TnEWLZuB0srqZ3vvOdb17dP971rne9eXVa3FNCpq9Lfte6LWO8pziMcM7YgEPic0jbRmMN09X0/ve//2zEeA28+93v3o/p1LiXhMTPKiOM2ikzbGlzy0j/l8YxaqesYUsbcUjbRmMN09X0nve85yHO4wXHNYzp1DhVQnZiz/EIsWmSb1wL09X0jne84yHO4wVjYUynRpP8+dEk32gcj+lqevvb3/7m1VO4APmsi3Ht/hCcw85sTM/BVttrOEbPqWzfOu45NvhxqC8vZV4bl8F0Nc0WWl20tZ33s/KtoH32mV2DtXsxKwdLdUs4tl9CHYfqOoXtW8dLjM1LmNfG5TBdTbOFVstn989dqOews6UtbUYyw1LdVqjjUF2nsH3reImxeQnz2rgcpqtpttBq+ajdKRbpmh3vD7F1Cr8q1nRSPxKR16DeV6SOKjOM2p5LDsGoPyLyGtT7itRRZYZR23PKFmxt12hswXQ1zRZaLZ/dZznXtd0aZnqF96PyWiZm5Qn7V5lhqW4Lav9D9D3X9q3jpcbm0ee1cVlMVxNfUo5+V84CzEVYF6T3s/KtoH32GfWf6ZyV3+IXr7X/Ifqea/vW8VJj8+jz2rgspqtp9hNKFyCfdTEu3de6Ndiez1nfQ8rXfkI507WGY/sB+s5kC7a2u0fUeKRswdZ2t4h79r1xe5iuJv7h0OgfDx27AA/tt6X9rM2o/Nb/MVSjIXpNNU6J6WriqGb0t2uOXYCH9tvSftZmVP7S/6xB437Qa6pxSiyuplORPH2UrVhqu6ZrVNd/oGwdo7ha9kjjPAaXjM2p9TVeNhZXE0cco3P5W0dNknOO49EScjSeJp1XuFRsOt6NU2J1Nd3jHymrSdL/ach2MJ46piadV7hUbDrejVPioVbTKAnPjUdLSMeT43q0MR6LS8Wm4904JXo1nQCPlJQjAmvSeYVLxKZj3Tg1ekWdAI+UmJcgsnvFJWLTsW6cGr2iToBHSsw6Fu6beF7hErHpWDdOjV5RJ8KjJOdoHE08r3Du2HScG+dAr6oT4RESlDEoiSafy8Sm49w4B3pVnRCdpI1j0WuncS70yjoxOlkbh6LXTOOc6NV1BnTSNrai10rj3OgV1mg0Gg+MJvlGo9F4YDTJNxqNxgOjSb7RaDQeGE3yjUaj8cBokm80Go0HRpN8o9FoPDCa5BuNRuOB0STfaDQaD4wm+Uaj0XhgNMk3Go3GA+MJyfN3NFpaWlpaLifnxmsk32g0Go3LoEm+0Wg0HhhN8o1Go/HAaJJvXAzM/SWl0Wg0yTcuiJ77RuPyaJJvXAw9943G5dEk37gY1uae+ueuj1PoaDQeCZfIhycWOgFfJtbmPeuPXSOn0NFoPBoukQtPLHTyvUwcMu+nWCO9zhqNV2iSb1wETfKNxnXQJN+4CLbOexN8o3FaNMk3ngXmU1nClnm3zZa2M5xCR6PxSLhELjyx0Mn3OEhCXZvXLfUpx+AUOhqNR8MlcuGJhU6+x8HWuew5bzSuhyb5FwRib/yfOw+H9B+1fa4vtf8xOhqNl4BL5MYTC52Ml4PklzGv98fiEB2zts/1xb7P0dFoPDoukR9PLHRCXgZJgBnzU8V/pqfaA0ttl6CuKol632g0nuISOfLEQiflZTCL86niv6Sn1p3Tl1ONp9F4VFwiR55Y6KQ8P5ZifKr4r+nJ+lnb5/pi/+fqaTQeGZfIjycWOiHPj1mMKVeeizUdWT9qqx9rembIvs/R02g8Oi6RG08sdDKeHxeZ1A02aNPz3WhcFxfhgzc/9+ikPz8uMqkbbNCm57vRuC4uwgdvfu7RSX9+XGRSN9ro+W40rosm+QdEk3yj0RBN8g+IWyL5RqNxXdwlyd8awbxEf25tzLeKW47TtXy7h7XzSOv7EmN5YuG5Bm8x+Lfm00Um9Qbn4dZw6zG6hn/3sm4eaX1fYixPLDzX4K0G/5b8usik3ug83BLuIUaX9vGe1s2jrPFLjOOJhecYvOWg35JvF5nUG56LW8C9xOeSft7bmnmUNX6JcTyxkAbrtSLyGtT7W8O5/DtU7yXidOtzcW3c4pzNcCnb9xQTsdWH5/p6zrFeIo5PLFSDeT+7Fpdw9jk4h3/oPFTvJeJ063NxbdxTfC7l6z2umS0+0+Y5Y3tu/zWcU7d4YqEazPvZtVgq47PWr92P8Bx99f5UOFTvufxIXMLGPeOU8VEXn1Xv2v0WHNPnGJzSjrr4rHrX7g/B1r7PsQGe238J59QtnlioBvN+di1mZUv9vB/1HWFJX9Wxdp9YqlvDoX2fY2srLmHjWmBsOb68r9d+ei3q/RqW2lf9M1tbdeQ1WOonRn28r9d+ei3q/RqW2lf9s2sw06MO6+s9yOuKbJuftTzvE7Wdn6Pr5+AUOtbwxEI1mPeza7GlbHY/6jvCc/RtsUGbkSxhrb7i0PbH4BI2roEc1+g6PxUxu15D1VNR62b3SzrArN3WfmB0nZ+KmF2voeqpqHWz+yUdYKueiiznut4nRjq29B/1Owan0rOEJxZGBimrMsKovJZtabOENX3eP9fOITjU1rn8SFzCxjXAuFISh9yP6kYiZtdg7R6csmx0n5I45H5UNxIxuwZb7w/pV+vAqAxs1XNMfzDrdwxOqWuGJxaWDK45M6qvZbP7Nd3iOfq22KDNSJawVl9xaPtjcAkb18DSuGrd0v2h8TmF3S02R23W+i3V17ql+zU7Faewu8XmUttZ/1o+u39u/6NwSl0b8cTCksE1Z0b1lGV5beP9qO8Ia/rATNdWG4fiUL3n8iNxCRvXQI5rdF3L1tpvxVL7JTvA+yUdYNZuaz8wuq5la+23Yqn9kh2x1Z7tDtGR5VwrwussS9S2ivf5uRm2L58H6zkCTyzMDFKuLKHWez/qu+V+1mZUJ0bls7ZirX4G/Tik/7G2DsElbFwLNd55X6/99DoxKhvB/rP2lo/arN2L7FuvtyD7gKojr/30OjEqG8H+s/aWb2mzBaO2a/3T9qn61zKvN4P2yps4WMcReGLhuQZr/2voG7V5rh+nxCV8uaXxXgtrMThVjM4Z61PrvqWYHGJr1Pa5vp5qrJuhvfJ5CT+eWDh14J6jb9R3i75T+nAOXMKfWxvzNbAWg1PF6FyxPofeW4rJVlujds/181TjPArF9iV8eWLhFAZTx6kHsKSPulH9qX14Li7hz62N+dJwLazF4RRxOlesT63XeKzpPYXdJR1bfAC2G7Xd0n+EJZ3XwiV8eWLhlgb/qLjIpPY8Nhp3gSb5B0STfKPREE3yD4gm+UajIZrkHxBN8o1GQzTJPyCa5BuNhmiSf0DcI8mj75LSaLwUXGK9P7HQCXZ+XGRST2yj10WjcR40yT8gmuTvFf9HS8sJ5RWa5B8Q547xOfSv6aT+uXZPoeO8GCVqS8ux8gqXWPNPLNx2kj0Gzh3jU+tf05f1x9o+hY7zY5SoLS3HyitcYr0/sXC7CfY4OEeM0amcGofoPIX9c4zhNBglakvLsfIKl1jvTyzcboI9Ds4RY3Qqp8YhOk9h/xxjOA1GidrScqy8wiXW+xMLt5tgj4F7jO9Wn08xttuOzyhRW1r+j/26VUb1Y3mFS6z5JxZuO8nuH/cY3y0+2+Y54zuFjvNilKgtL11erdf5/Vxe4RLr/YmF202w+wUxVe4Ra37n+I4d4yl0nB+jRG1peSqv1u+47qm8wiXW+xMLt5tg9wuJ6x5j2+shMUrUlpa35FW+jOtel1e4RI49sdBJfZtgXpybS87RyNZzfan9j9FxHYwStaXllby1lsf1r8srXGL9P7FwPwn38vDWIrocZvae64t9Lz2e52GUqC2PKq7xKqO2KVvavJJXeNX+vHhi4RIGG2/BhVNlhFn5GqpupWJUPmoHZuVCXVUS9f72MUrUlpan8mpdj+ueyitcIg+eWLi/xHs5uMhiKDZmNk/hy/2ttVGitrQ8lVfrelz3VF7hEnnwxML9Jd7LwaXmJu3MbD7XF/tfakynwdMkfeX7W9fKqD6llo/aqWumo8qsfS2v9aeSamckS21mdaO2z5VD7G+R7HtY/1d41ee8eGLhEgYbh+PpIjov0sbI3nN9yb7P0XN5vJ6or3xfvk6p5dyPypbuq8zaby1/rszsLJVt7TMqf46MdK7dn09e4ZW98+KJhUsYbNw+WAe9FipeT9QkhNn1UtmofO1+TWy/pOdQnUuyZGcm1ZdZny26DpWqc+3+fPIKr+ydF08sXMJg4/bBOui1UPF6oiYhzK5H9ylrbZf6jsT2p9a7JDObI5m1GZWv6TtFn7X788krvLJ3XjyxcAmDjftAr4WK1xM1CWF2PbpPWWu71LdKtn2OXupGMmqrrNUja3pq3Vado+uZrNnYouM08gqv7J0XTyxcwmDjPtBroWKUqK9IocqoTS1Tat3a/ZJk21PqXRN1bdU5a3esj7Q71vaxNp8vr/DK3nnxxAIGW1paXpdxor4lS20OqVu7n8mhepb0UjeSWdul+5GcUhdCu0PaHnJ/LnnL5/PjMlYajbvHOFmVJXI4pG7tfiTZxutT6N0ix+gdtdlaViXbHGN77f58cjkwokajsYpRor4SiEGZ1c/KR/1m5VlX71NGdZZlXS07VmZ2vM/6bDMq21KnzPrVMmWmc1Z+XrkcGFWj0VjFKFG3yykJ5Lm6LktmLWO5HJrkG41NGCXqYXIKcm2CfxS5HJrkG41NGCXq4XJNkm2CvyW5HJrkG41NGCVqS8uxcjk0yTcamzBK1JaWY+VyaJJvNBqNB0aTfKPRaDwwmuQbjUbjgdEk32g0Gg+MJvlGo9F4YDTJNxpb8NVf2fLS5EHQJN9obMGIBF6QfPl7/+9h+aPIcHwPgib5RmMLKgG8IHn///flD0/y7/1/vuT18gdBk3yjsQWVAF6QvPuLP39Y/mjy2jgfBE3yLxz8PROlsYBM/hcm7/w/P3tY/mjyri/43KdlD4LO7BeMSuxN9AvI5H9B8lVf8f++Tn4XlCebkEE9MmszK5/VsZNnvB9o9yDorG58APsF3xjDxH9h8p7/64v2Mqo7t1RyrvejMu+X+o70IHzv8ORs/kHwxmgbjVfYL/7GGEEGL0nYxb/vy750WHduWSLqmczaZDnXo3aM88lby4PgjZE2Gq+wX/iNMYIMXpJ85md8yt2Q/FL9qK6WcVTDeD9Q9iB4Y5T3h/e+971vXr2F/YSdACPdt4olX2s81sZ1qvg9LIIMXpJ89Ed9xLD8ElJJuN6nULdWv6X87Z/4cW/dPwjeGOF94X3ve99eKvaT9UzMdN8qlvyt8TikbWOAIIKXJDNyvIRU21t8GbVZ6rdo40HwxojuC+985zvfvHqK/eQ8EzPdt4x3vetdb149xSgeo7bZ7hQxfFgEEbwkeUJ6F5Zqe4svh/ZZbP8geGNE94P3v//9B5HaIVjSfct497vfvfe9YhSP2pY2VRoTBBG8JNmviUH5JaTa3uJLtpldby57ELwxotfBQKvcAt7znvdMz5arj3k/Gkdtv6T7lsERDL5X1PGBWdvGBgQRKE/WVZRlm7XyU8o5bFxzPAh2lFpe67NNLbeu3ld5Uv4geGNEY+wHG6j318A73vGOg86Vs2x2LZZ03zLwGd8rRmOctW1sQBABso9vuc6ykazVP0fQfQ79I53nsnUL8mRcD4I3RjTGfrCBen8NvP3tb3/z6nWM/Muy2bUY6bYdn7XP2v0aTql7yfeKpRg2FhBEgOzju3A/k63tjpFz6H7ya5OQQ2ydc8ynlhf165r9xATq/XNwrK6lfqO6LJtdi1nZUj/vZ+VLoE22m12DQ+/BqAzMyhsrCCIghlWyPtvUa++9rrJUtyaH9N3advY7+VPboo3t8vqSwl/bfFG/kzfQHwj4GVBtKDMcWpdls2uxpWx2P+q7hlPqHrWZ9duirzFAkAGyj+PgOsXyWj9rn0KbkYzaKmv1x8jsX7weYmtrW9udYxxb5MX9i9d9oG8MSz7N6iivMsKovJZtabMVa7q936J/1GbWb4u+xgBBBsg+joPrKqO6pfbPkTW91M9k1B7hb7mM/tTwUh+k6k8ZtVfW6s8p/O2aJ3+n50HwRkTH2Af7zMiJT5nh2DpwTH0tm91nOde13QgzXcL7UflaXzAqA7PyxgqCDJB9HAfXVUZ1S+0V2oxk1FZZqz9GOMIY/anhQ2ydq+2p5cX9Fcp9sCdYqktsbbcVfGk4+k04WLO1Vj/STZ/sV3V4PytfAm2y3ajPTE8t7y9eL4AgA2Qf38F1iuW1ftb+uXKI3kPavuOz/sBrZeewZbtDdJ9SXvuTyg+CN6L5Ogiycg4cq/fQn1CKLeMZ6bb9qO/S/ahu1n5UJ7aU908oL4RIfudsH+M377M+29Rr772uslS3JNo4tv+S1OOaQ21taZf6DtF9SnntTyo/CN6I5P2Af8gz+8c8+0XxDIx0H6tz1K+WbdE9a5PlEPcoJqO+s7aNDcjkH8g+3oPyKlvb3Zpc62/KX0r6P/IOsEhHBFKxtd0h4DjlXH+7ZqT7WJ2130jPFt2zNln+nD9r0DgAlQAGso/5oFxZq79lefT/yLtJvmBGPhVb2x2CS/6BsmN00kdZwlL9Wv+se+4fKGtsRCWAiezjfkB5yw3Lg2DOJAtYIqDE1naHgCMHpOIUtma6bw2OdcnfGo97GdvNYkQCLY8tD4KjmPGaJA9Gf0jsVLbu4Y+UOdYlX2s87vGPr90URiTQ8tjyIDiKGa9N8iNc0ta1wBhvMfaNRuN2cTATSDRJIvVejMoajUajcTmcjIWb5BuNRuP2cBIWnpF5k3yj0WhcF2dhYci9Cb7RaDSuj2biRmMLRr++aDmPNE6KJvlGYwtGZPRC5Jz/2vWR/6XpraBJvtHYgkpEL0T4U8OnIvn9EW4p4+/V17LGadEk32hsQSWiFyKj/zDkOTIi+tdsNE6KJvlGYwuShF6QjP7DkOdKJfpH/Tvut4Im+UZjC5KEXojwvyQlAfuruVOJeh/1f2S6FTTJNxpbIAG9IOFvyJ/j78gnwSOc+T85m2+cFE3yjcYWBCm9FGEX/74v+9Jh3bFSCR7BxpMjm8ZJ0STfaGxBkNJLkc/8jE85KcmPCB7hqAZbHyhrnBRN8o3GFgQpvRT56I/6iGH5OeTtn/hxb903Toom+UZjC4KQXorMdt7nkCe2GidFk3yjsQVBSC9FmuQfA03yjcYWBCG9FGmSfww0yTcaWxCEpEBMyqj+FiR9TBm1rTJrN9LjddYpWT+TJ/WNk+KNyDYajVUEISFJSmsEdm0Z+bfF57V+Xtd2s/tanvKkrnFSvBHZRqOxiiAkZImwbk1Gvm7x/8kvXt6U2m+L7ryf2e1f15wPb0S80WisIggJokqxLOuyLCXrs2xWl7JUtySjfrVsZLv+Tt42Kdk+2x1yz1+67N/Jnw9vRLvRaKwiSAlJouJayftRu3pt21m7kWSflFFbZK1t3uf16F+8ztqmUJ4yqs/7/hev58Ub0W40GqsIUkIqUeX97Np7ZalN3j9XlmxZlmI5f0+m/hngrM/rlFm5Uuv52zVP/kZO46R4I9qNRmMVQUpIJaoZ+R16PbqvQv1IRm2RWrd2r3CMUv/UcLad9ZuVK7W+/wrlefFGtBuNxiqClJBKVDPy23o9qzuFVH1L97XuHZ/1B57cL7VdK1dq/ZOjGqRxUrwR7UajsYogIUhKWbqv17Wt5fnp9UiW6maiztq3lo3aIHlcYxvbjdrXNiOpda/9OePGSfFGtBuNxiqShE4sS4R4C7L0N+UP9b227//I+/xokm80tqAS0Qnl1kl+7T/y3ur/qF2T/PnRJN9obEElohMJxKeM6u9F1vw/aHyNk6JJvtHYghEZtZxHGidFk3yjsQUjMmo5jzROiib5RqPReGA0yTcajcYDo0m+0Wg0HhhN8o1Go/HAaJJvNBqNB0aTfKPRaDwwmuQbjUbjgdEk32g0Gg+MJvlGo9F4YDTJNxpbMPqXmS0ttyqBJvlGYwveSJz8Y2ItLbcsiSHJjzq1tNyKXAVvkjyf3/ybf/PdN/2m33T3jb/xN959o2/0jXbf4Bt8g93X/bpfd/c1v+bX3MvX//pff/cNv+E33NfT7pt9s2+2+xbf4lvsvuW3/Ja7b/WtvtXuW3/rb737Nt/m2+y+7bf9tnv5dt/u2z0Ry2lDW/rQFx3oQic2v97X+3q7r/21v/YH4sI1ZdRh+5t8k2/ymm3tYufbf/tvv/sO3+E77OU7fsfvuJfv9J2+0xP5zt/5O2+W2nck2lmTUd8qIx9mUvtqx/ETC2NPjGrMiSUxXYv7ueYb26wp1pbrjDWHTdaga421uV+ngSb5lruTqyBIviadBP+1vtbX2ic7SZcEa8Kb7GsJbxsTnv4+WNCL/lGym/CV3JNksLFG7iOSrJLtFXWlaOe5MtI98mHka5Vsry7tVLIndpXsfbAj9eFu/CVc+iXR5zykUFbnXrvVNmuMtebc101FzZEm+Za7k6sgSD4J/ut8na+z+xpf42t8YDdnspHgJKkJnkS7luS0ne3mIBaT/G1ve9sTmzNi0Z7kPiPKESEi2UZJHRJkEqVSx6k43iqjtkjqrPbSl5GvozEh2SZ1OAbs4lPOCbH1ges6YA6YCx/yzJHzkQ/bOiej8VquzVwL2E2brDnWHmswib7mSJN8y93JVRAkTzItETzJPSLZrYmdSZ07uCWbSSbVrsSYRJYEt0aASPaVXJN4R2NRJKsUxjiSUdvUpX7tpQ/6lb7WcayNNfs6RsflWPLhu0S6+VZVH/qjsShZnnbpWx8uI6KvOdIk33J3chUEyVeyNblqQmcCS0TeKyZ0JnLdLebuPY9nIBHa0JY+9JU8tLlEejOiQ5LolDoG/dZ3/UcYv2So4GcV4mXMqmRf9alfe9ofxTp9H40fmcXA9sbAcTtmfHBMzAFzkcc3o129Y9J//U7f6xi8pw3jRwfxYq2x5lh7lehrjjTJt9ydXAVB8lsInkQ2WZNskExcSYOklxRN4ty9v+1tbxvakwCTNCQIbC2RWy2bEVv6q68IY8S2fktACKSGjwgkhzCeFMaRUuvtpx50ql/C1H4lfnxN32s8kDr+tYedcV2aM8Yh8TJnEi/joZ52ozlLf7GV4jwY7zWirznSJN9yd3IVBMlLuB6XmLxJ8CYvSZrEImGY2FvJwt177gqrrRGZVdIaSfolkaEr/UMkmSR0yVwSx2/8RPCfGOE75IMwHna5S0Ib29MXHehSLzZ8CGBb8k/in5G+43tujDI+Sb74gl/4ie+HPJyR9CttjmzlWiFGrpWaI03yLXcnV0GQPMm0RvAmbk1YkxaimBGESQvh8epfbUEQkhg21sh9dCSRvuhPJfb0TVLRRwk9iVwCh2iQJGzqJWyEfiOx3vb5YKh61Uc/fJH4k/RzXkaE7/hr3EYxq3HLmBmv+qDGvzy+oUwf0zf8qnOY4rzUNVNtEZeaI03yLXcnV0GQfCarZJLJSkJKJMgSOZi0kAP63AEiec4KgUEM1U4lqiSkJaLSj+oLZIUN/GFcI1LHN8gE8pJ0JXLqc7ct8UJECjqXJNtqW/vo1gdsSv74IvGPSJ+xjHbPjN04HBND45hziQ1sYh9f8JO5xDeEMeCXD+vqi37oC+XOUbUj0aOPMbM2a440ybfcnVwFQfIkU5JHJV4TVqmkYMKarO7+0CnJS/ASQtqSpJ5LTPqRu1BJA4KFpPQHXyT1GZlK4D74EHRKrsZpi9je/upDNzbyAYAPEj++Sfo+eBgD7eijb+jEDmN3voznMTGlL3PiQxIb+OmcJtE7p/iiH64d/Kg+UKbQJtdOtUUsao40ybfcnVwFQfJJFhIXSZeJWiXJIJOUJEdXkgF2kuCTDGakJOlsJXfsV3KXON0R4gOEySf3SepJ6PSXlPURyZjM4rIk9lOPerGhPeMn8Sfpj8ZAHWOkbSV7bGB3C9l7X+OKv/qob1vn1lhpH9sZDyVjYiwYC7oYV82RJvmWu5OrIEg+iU3iMUFHCWlSkrxez0hgabeHHW1UIlKSkLivJIRt9CRBSo7YxDa7YIRryFJSrKSuT3Xs2Jr5V30cSW2fY3AciLHEB8nOMUn6+O4uP8fFWHN375gcj+PIMcx8TP/0S5/0xznGdn1L0z7tjSW6vM7YKjl2JMdec6RJvuXu5CoIkncHLyGMktBEzGQ0iU1+X7EhIY8ZIAF2m0k+mfzolXySaFKsS+LRhyQDbLjr9QGDH9y748XHfGOpY66+SILueJHv8l2+yxP5rt/1uy5KbZ+6KslWcs1Y4zO+G2fHyhglWse6hey1p+0qI1+c64w3c8xcG2vjnHNdY228q+SYHW/NkSb5lruTqyBIXhIxATPpTPKagJnsEg87SUmHHabHCZCBxKr+JJq6k1QkGYV+I/uSDfZ8uEh47m6xL+nQHz/Um35I6BJykvV3+27f7QPy3b/7dz9KUkfqzgdAEn/GAJ9z7IyJsRl3xizZZuwle8dODJ2DGoMq1Q/XgQScsWfOJXp88oE6su860A+v1U8b29ccaZJvuTu5CgrJk1jKKPlMvCSZupvLJB/t5tBRCUVCq8RWSQWZ2Zbc8+ii7todo+NCvzYl9UrmSc7f43t8j9fke37P73mQjHSkjUr+lfRrTBiTZMtYGXMeUa2RvXHNmCCzeXFuaEs/iRid2s+H/OwtDttLRK9fCG1rjjTJt9ydXAVB8plwmWyZdGsE7+557Vx2RiIKdbRLIpnZhcD4yWESSrUtmVXbkGcSepK6BDwiauR7fa/v9SwZ6UQq8adv+CrhV7Kt8SEGzguxyd+0LxGucV+bnxnRa5s14FvFIUSvoDvXXc2RJvmWu5OrYIHklUy0GdFuIXj1biH4JQJht1iPhGYkkna1mTt2SV1iraQ+IudLSPqQvkn6dYfP2JyrGq+cI3f2eZRS40XMD52nkd1jiR59CveugZojTfItdydXwYTkq4zINslj9MsKj0foh44RceQxxIw48igCYsLGzGaSFf3TXhJ7JfdrEvpWScLPHb6En/EzdjPSJXbEkPs8NyfWS/OF5JyN5os5R8/M5uxhvLb2ao40ybfcnVwFA5I32bw2cUlGCZckhRxI2tEOXoJXl2SRhLFE8PTTpvZ8oGCv7kZn5L60a3enPCLUraKOQ2Wka6uooxJ+7u6NJbEgJpJ9fQuqO2xiTVvnbivRpz3nbkT02sMH7dFOm0trsOZIk3zL3clVMCF5EwuRbN0RSrj1lxSULxF8EoSSRDEjCe15NJPnypISfqYtdJ+S3O2jqCsFG0sy6lP1jmzPxD7qwsYWss+HZs6hMT3XHObx2tp3Awg6FO5rjjTJt9ydXAWF5FNIOBKPRIUY2AW6K2M3lsclI3IY7QIrOVCH5Ot+PlCwBzn4d2Rmbwv0186I3A8hUdsmgUqiCroVbB0i2Td1pq30YeRjlfRX/7BFLIxzviFJvrnLJsbE2vjWtyNjbJzrXGqHOR/ZYo1oK4+LsJfHRZXslZojTfItdydXQZA8iZUi2VaCz9fu3FEfQ/ASQiV4jxXY8aUtyiv5oAN9zyH3JEmJUrKUMCVNd8lJbookWKW2s7/61K897evPMePQf/3GLrEaxZrYEmNiTcxnx2B1Xh1HxoI65zWJPt8gtJUPbuzRRpu5FpGaI03yLXcnV8GA5EkwkpJkcweW57i+bksEJOZWIpAMKhHQtxKBDxNt1d27NtAJiUmOW0kxCTFJMYkRSZ/Tb4TxIvizRWxvf8eAGCvtVtLXz0PH5rgci2PAH2JJTIltPlSJfX2AM0f0Sb+3zC/j9aGCLtaMtvK4jzLs+RaBzST7miNN8i13J1dBkDwJtUbw/taastFObyn5RwRQica3BW25y6sPEvqjK8lwC8En+SUBIhI7fupjEhW+Yh9/jZOxQvBxSWxnP3SgS/KU/LWLD/hyLOHnWB2nYyR22KgEbPyJPXNg/OsDdo3okZzrtEMMkui1tUT0SM2RJvmWu5OrIEie5JW0KsGTiIiJKMGb9BJvJj1kImma9JLLjODRz+4ud5Jph35Jfkl6hxBeJT30SUiSuqQkMUGC+MnY8ZU44CNEiOA7pDUS6mxHH/qiA13o9CGgPWwn6eeY86F2zNjpm2POucAHYu6bFHOB70tE77yiTx/VT7lxZTxpR6JHf11flejpV3OkSb7l7uQqKCQPuZBcSfDuqk3ASvCZ7JnkKRKBJGqyS/DohQz9Qo77JBUfIuhAXxKdJLeV4JLYq0+528w4QHqMH9+Ix9ve9tb/5gQZUp6EnmI5bWhLH/uji3LaSf5JcBL+LM6jOCzFYhQHY0CM65zgG3OC/3VOqk/OTZVRnOk/IvrRjt7x1xxpkm+5O7kKguRJJpIvE4+kq2fwWwgeAlFM9LprHBE8n7lrxCf65E5WUlsiNstmpJa+VGLHPoSLL45fEncnThtIiHjQpx7JVLGetvShr3bQiW5seEbNvXbog45K+IxBYmVsa2RfY2Jc6vxgw7nBPr6sEX3OT5179a8RPfodv0RPHe3wqeZIk3zL3clVECRPMkEkJDbEw67TnTWEIzlBVhKOO+xRgpvkJjhEMCN4drUkNrbVXwkEfSMiG8mM3EckI5kxZsbqDntEtJKtxIMehDgg6B6J9banr/FWr35gE9v4gC/4hG/pB33Rg24fssb/2BgRY4ke3fjGXGCXucGXGdHTDx/W1gG+EgfGr34floybsbLmWHuO2XjXHGmSb7k7uQqC5ElcEk6SYVdlsknAJrcEDyFkgkvGNbmTPCrB5w4+Cb6SVyWu0Q51idwruUgsjrXuIGkjkdFPQmUsdczY0c+RWG97+qoHneiW+LGpf/iCT/iGj/iKz/rHWJyLGq8k+7W40U4/jVcl+pyrJHrauQ6MRY69jpm2zoVrwQeJm4scK2uSNjVHmuRb7k6ugiD5Siqew2dSz3aRJnKKpCZpkNj0RQf6JA1sLBH8aGcqUUlWSe6IZAWpVHKHNCqZ4A/jx7dKnEle+qI/6VP1KyXb2E89+osNST99xifnBl/z4Tt6s0JHxk6f9XXkl/5k7PCjEj1zlUTvejBW9Mu5r6Je1g66XQ/50MdGPZ9n/DVHmuRb7k6ugiB5d/G8MlPmMY07RwkwCV5CGSWzhIVAAiY0utB5DMEnQUlSElTuRLEtkUhSkrsEMiPJtI/Oav97f+/vvfs+3+f77L7v9/2+e/l+3+/7HST2Qwe6lsZh7EYPKR/EdRzOT5L9aBwpaX8r0ee6SKJHtqyLnJ9cF0hdg4yv5kiTfMvdyVUQJG8CQx5JgjMi3JLIEhTCq7mJzE4UGxJ83Q1CMofsQCVG7EIekiLkISlK7jNyqna1maQOSX//7//99/IDfsAP2P3AH/gD9/KDftAP2iS2p696JP5K+iPCxdf6sKxkT51zJdmjoxK948uYzoheuxI9NplDY8ncOs/G85D14UPE9eZDDHEjUHOkSb7l7uQqCJInYT1CYQfla7JnryR53SWOElhiSLIlgX0ll+AliOcQPO0gL2xL8JKgZKE9riu504e+EqC2KqmPCP0H/+Af/AH5IT/kh+zlh/7QHzoU67PPjPiT9B0vvuU4JV3JXlLMYxzH6Xw5TmL2HKLHng8X7DGnzG1uBLDpfCLYTqHM+WJNodfzefSjkzXo0RD2ao40ybfcnVwFQfISBbvCPEZxZyjBH5K8uUNDJ+fJ7jpJZneA6KT/c0go7fkwwRYEkaQnufswQR+62UWPiD0JfUTmP+yH/bCDJPtW8pf0K+G7w8dXx13JnjEyVsYs+Uq8xMZ5O/YhSn/myjcy5hBbzClzi/2058Nltk6ct1wrjAMdvlWi3wd0zZEm+Za7k6sgSF4ShiDcZUuMJDeEQlIuJW4SfJKPhJBvCBK8ZHAswdM/yUeiYwe4hdzZMc+IPQm9kvUP/+E//FlS9SXxzwjf3b0EPCN7xk4MnMeMNTE7huid24y1O25sMccZ7y1ETx1rCv/R6xicR9aiD5GaI03yLXcnV0GQPMnqb6HZSXlMQ/IdmrAka5JufbVn1ybp0A/SgUhGhCPpUAcpubOk34jcIAXfFLCzRu5biH1E0ueQLYS/RvaMmbETA2Ixe9gRQ2I5I3rEuNNOGxI9dmZHcMy9tg7ZGPgAQS9rEN/9twI1R5rkW+5OroIgeZLUV2NIIV+9l5K1EnwmqgRQd5XoVJ8EL9nMiGZG8Hk8g3jMRB3kQfskd49kZuT+HGK3b5VR2zWx7xLZMxbGxNgYI2NlzMaFWBgXYmRcDiH6jL1Ez9wxh/kgZ461kxuEQ9YOOllz+MkaZC26LmuONMm33J1cBUHy7PrYMUnGW167uUdIUndjJqk7sdxZm/i0pZ+76xnJjAhegnEnib++0kMMPkTwF/30Rc9o537Mrt12EvAxkjpGNlKqLXwe7ewZI2OViIkBsSAmHsURK2Lmw5tYEtMlos858K2BuWMOfaAzt/nm4INWO7TFluulriH8df2w5vLIhjWJ3pojTfItdydXQZD87Khmy06sJqjE4m/huaf8VAQvsWgDgsFn7KufPvT3C1XOtWfkPiJXZUSyCrtrd9hbxPapI/3Y4kv6gU7GxNj8gpYxM3ZiQCyICbEhRs6HD9xTEf3SnG/ZKFCOH6w1Hxz47EaBtVlzpEm+5e7kKgiSzy/P3IUtkXxNTpJZ8vX1nV2YuzrqaUefJHgI5FiC9xgI/fgqYaEbHbl7l2Ql1iVStU4yRZLM3UUjEKxfjCoQrsdCiu3s5wMn/TrGN/1CJ3bc1RMD40ZsiJHzcizRI0n0zKVzj37mmjl3XrTh3GNnbR3hq2+DrEXWJPpqjjTJt9ydXAVB8iSTiVl3YDU5R4np7qt+EUcZSSvBJ5lUIklCmRE8ic/uDv3Ywlfq0A3x0A8duXvfQu6VPJNAJXXJHN2Qaf7jJQRyHIn1tKUPfX0ISPyS/lbCr/7SDx3oQze2iIVkTIyIFTEjdsSQWM6IXn+rUJ5zg27mljlmrplz9G89n8+1xFrDF9YevrphYG3WHGmSb7k7uQqC5E3ImpRJ8ianiWlSuvPK12sS89DdoiRCnbtF+tG/Ejy2kuDRSz9IFPKEOJM0JcwZUSZZujOW1CV0fZPk8E+iMiYIPo9iRlv61BhI/En61Xf9H41h5Du60IsN7OEHsSJmxG5G9PhH7PVtNj9J9DlHzDlzn8d/rA3WCG3y2KbGjLq6aUBYmzVHmuRb7k6ugiB5kp1kNCFnJO81n9Tnrovkzi/fKEcPOkjorQRSjwMkjyR4yqhDL2RDX4lSkkxyH5EjkuToTlhi16ckNHzy4cbYiBW+MFZiJzEplFFHG+OaZJcPPmOShF93+EtjkeyT6NGFXmwQK+OZRO/DmDp8OnSe0Mt4GJsPEfSyFnzYU16Pbeq6Qgf1xtX1yNqsOdIk33J3chUEyWcielRDwpF4JKBiIprUJKO7LY9pfCswqZeIg91mEoeEKnGgA10zgkcnfSEzSTF3wFsJkb4cc7hjrwRGPCQeSIcxcrbNmNm1Qmj4xz3n0ojxoI423NOHvj5U0SnpY8s44QO+eOy09cHluIiBDy2JHr3YIHaV6J0v/fDBk/PlXOV8GSfmGL3OF2M0Hq4HH3LYcA2N1hbxQA/CmmRt1hxpkm+5O7kKguQlHJLQRKtJaCLWJISwIC9/6eLOkHb0Ge1WK2kkwdMeO+jHL85l+fLtFAQ/IkHPsPEhHzDEAnuMx7Nmv7iEuCjHP9oQO/ylTwpl1NGGtvTxAYEudKLbmNEH2xItPuGbZH/sGJeI3i9K8Q9/sZ9zpg9IJfqcM+aaOTdmrIXRr22QtfWFf8SC2OFXzZEm+Za7k6sgSN4EzOSrSch9TT5IQgL01zToqmQ1IgsJI8kiCRY9EKKv/dzjH21mBC/xJfl5Tx1t8jgDHyR3dqNJUpAT8WGny7gYL+M2RrSH3Nx9I4wjxXLa0JY+9EVHxhAb2MKmhE8b2uMbPuJrHkdtHe+M6NFPTD1mI9azuaNfnTcEv6gfzR3jYk34IMsY0oa1RPu6xvzEP9YkumqONMm33J1cBUHy7iJJPJIMciFpM/moy8RjdyZBICSyr+W0RYcECBmMiIIy6mjjbhA/3GVCEBAfeik/huApz51tnlVLePgrMXnkwvgkW/xyd4u/joMdtufnkO9IqKONx0GSI7rqDhibHvXgCz7hWx03+hz3aFdvHNaInpgSW2JMrLHpWnDMtN0yf3lswxpAL2vC9cFayR09Y6ZtEj0+oYNr6lwLNUea5FvuTq6CIPm6i5fkFXdWJh0JzM4vd2omcBLElp1gEoRkB9mgG2Fni3/opJ1EdwjBu3v3aAaf8I9xQUj47pk5Y0t7tKVPkms9H8fej/gRP2IoI1/yYaM/2MImtiVefMI3fMRXfNYfxsKYRr5oU7sjok97xNh4S/TMRX1QYxepRI9P+dBiDbgRyDc91gxj80Himsu1Jsm75vCv5kiTfMvdyVUQJE/CsXMiuSrBm3gkHGRj8kJCfKHIJ/cSA3oqOYxIPskBG+4Ak3CS4NCHLvqPCF5yS1IdkRv28I8xQzgclWDLhwl1+E1biTTtQNw/6kf9qN2P/tE/evdjf+yP3f24H/fj9vLjf/yPH4r1tKUPfdGRPvoAwia28SHJ1y9H8Zk6xkDb2cNuLRbEkFgS03zQGXfsUsacMDdLD2vK6sOafqwF1sRorbCG0E8b2udaQyhjLaKHMdccaZJvuTu5CoLkSTaSfUTyNeEgm9zFc81ZK6TkrmxtF5/E4O6P/ujmtR69Ejx23cHSnx2wO9gtpEZ7+mEPPfgI+XiUgB1s4wM+4x991I9OiPnH/Jgfsyfrn/ATfsLuJ/7En7j7ST/pJ+1+8k/+ybuf8lN+yl5+6k/9qUOxnrb0oS860IVOdGMDW9jENj7gi3HBR4/E8J0xMBYfevTZQvToJ3bGhJiihxhL9MSeOWAujAtttj6wacsawEf6szZYI3U3v7SxcM2hg7VZc6RJvuXu5CoYkHxNNhPOZDNpeaWHdNhhQgzu4ishIJCApOA15bnzoy+7OwiAX2Twyb0ET1v6jY4oRmSWBE8/CIixYAeCgWwgMmwwNvyAqCR39PzIH/kjnxA7BA1Z/7Sf9tN2P/2n//S9/Iyf8TN2P/Nn/szdz/pZP2tRaENb+6EDXehMwscmtiV7fHK3ja/4jO+MgbEwJsbGGNeInrLR0ZUPWmI9mgPsMEf44bzSD6lz6ryij7VAX3fzrBXWDGvHTQH1W9ZdzZEm+Za7k6ugkPzSjgoCYOdFwkIw7Cj56Z3HCCQsbehTd/CSwWjXR3v6uYv0XBwSwCfqlwgeIpPM+JTg3a3Sj/6MAx8hGAgMW4wH/RATuiFI+kvuHLUksSeh/+yf/bN3P+fn/Jzdz/25P3cvP+/n/bxFsR196JvEn4SPTckeX/AJ3/ARX/EZ3xkDY2FMjM0YMWbGXoneOFE2I3r0E3Nizxzk9wGzuc15RUZzi4+sEdaKP9fknrW0ZTffJN/yEHIVBMmTaDXJMtFMVnZ2uSszYamjXe7iSXhJwC8YKau7PRIdHRCLxzTqgyzos0TwSV4SvORFf/RAVPgKcUFijIc6fKM9fTknT3LnqIVdN2ScpA5p//yf//N3v+AX/IK9/MJf+As3ie3pK/FL+tjAFjaT7PEJ3/ARX/EZ3xkDY2FMjM1YMWZjRSyWYpVET4yNFbFnDpgL5oS5YY6oq/OLPebWeR7NrySPr/n2x1qibkbyrj/qa440ybfcnVwFQfK8FpNooyTzlRkyIVl5jfd8ld0kySoJ1Fd6kz9JgJ1eHtOwo0MnX8zxyT02aYMev1ycEbzENSN49HHMAWFxTRk+0A6d9OdcnCMTzsvZVSe5V2KHsH/RL/pFH5AP/uAP3iTZR9JPwk+yxwd8wSd8w0d8xWd8d1yMibE5rhHRz+Il0fulNLH2aAh9dU6YK+aMNvjAXNb5xbYkTzt8Ym2wRlgr+T0Oa4k1hV5sjkie/tTVHGmSb7k7uQqC5EmmmmTcU85OikQl0fnVBaTCcQGf+SsMCYAEd5c3IwB2eSQvO7n6CxKSHvsQCf2WzpolLOryDB6yk6wkQvxELz7Qjj7u3jkX54tRjk6S3EfEPiLwY2RE+En2+IJP+OauHp/xnTEwFsaUDzDGLNEfGjdiTczRyxwwF8wJc8McMVfoz938aI6Ze0meNcHawM/R2sFn1tZsN+8arDnSJN9yd3IVBMmbXCQwkglGApLgHBHU3RhlJCnJTx8Ixl1eEoDJTx1t0A2RsMPzNR7dkAE2aUP70Y60EhU70iQqCAYdEjz68Z9xoZOdK/3cvXs0w/n4jNxHJJ0iYc9k1CeFNiOyxyePcNzV4ztjYCyMibExxnxTIQbEQqLPN6AR0Y+ObZgL5sRjOebK3fzWeWZNsDZYI6wV1ky+BVKG/5Xk6zqsOdIk33J3chUEyWdiZXKRoCQ2Ce+5ql+4cq4KqZj49HOHZ/Ir3I928ejgbJmdHQlPslNP23pMkwQlSeWRAyQDueCLO1xEgscPyIx+/F6dc+/cvXM+ztHJGrlL3LSRmCXnkVhve/vPdKsTX/Apd/X4jO+MgbEwJsbGGB0vYycGxIKYHBJDj23QyVwwJ+j0S1js1N382lzjC2uEtYIO1k5+AYu/1KOXtqO1WHOkSb7l7uQqCJLPpDKx2FmR6HlUw27R120TlDa096x2lPiUUecrPEktgZDwEgh1kAN9th43uAuVnNDDjhEywT98Q18SPEcgnr3zS5fcvY9I2DIJmLb55alfoPqTSYUy62k7O9sf2dIO/dDlWT2+V6JnjIyVMTN2H2zEZMvbEHW+DaGPOWAu0MPcMEfMFXPmQz3nmz6KJO984xtrBP9YM+hhDbGWRkc2tM+1iNQcaZJvuTu5CgrJk5AmJUksyZPooy/O8gtX+tdX+Jr0+fpOwkMe6PIoAFvYpy07SohpbQcqMWGDvhCQetHJOKgbEXw9npF0K+FWYpfQ2WH7E8j6j54Q76mjDW0970fHiPBHtiV6+qEDnZXoGSNjZcyMnRgQC2JCXR7bzGJJrNGVX8IyJ+hkjtTL3DGHzCVzSlts1DlnLVDP2mCNsFbQVY9sKGONSfKMA93YR5rkWx5CroIgeRNKIdFIZIjCHRjJOTuqoc/s9Z0yd3Umex4DsJujDD11Fw/5sNOspERZHtPQD3/Ryy9C8Bdb2KYN7UcED9GOSLaSuyTr0Qk6OCdHn/+QCf2cmfMbd4RryqijDW3pQ1+PiNDpQ2bND3wdET1jY4yMlTEzdmJALIgJscljG9pXoqcsH5rMgbt55oY5ymM1H+7M6dJuHh2uJ9ZKPbJhTflGSD3+up5Sao40ybfcnVwFQfLsuBCTikQj4Uhmj2pIcNrzaWKy+3LXZbInyWeysyNDp7t4z2XRTzk6aOsufnS8ICHVYxp8QC/kwe4Qv7BJPeQF4XKevUbwfEqsdQedX4BCrv6G3YcNtvAdQkW4pkxypS196Lv0ha/+pE8zomdMjA3d2GLMjJ0Y5HEVMaI+45ox9cFpXHM3z9wwR34fk7t55hSbtB3Nuw93fMAv+rF2ci3lkQ06k+RdlzVHmuRb7k6uggHJS/Ts0khKEo/X6br7cjdnotOPhM5EN9kpp95EdxfPK7u7eOpoR5+tRwvuOPGXXSDExjkvr/6UQVSQFrtqSJUjFM61lwh+RKYQMb9Z5w+M5c8YGRvj8u2EODEeYoVwTRl1tKEtfeiLDnShE91J9lt9YyyMibExRnQyZsZODIgFMSE2lBlbHziz2OZunjlhbhgD42HOmDvmkLmkbsvc+4BHD33rW6FxQqdvCPRTao40ybfcnVwFCyQvIUMWJiWv65yjkpTsvCAPEnJtN0cdOiVD+ksWJDfJTz3t626zElHdbUIi6MVHvszjk50g9iEriDQJni8w2TEniSrcu3unHUcq7LYhYmyjjx06vhIXY8LOVCInbsQD4dox04a29PEhhC50ohsb2MKmPtZdvT7iuz4m0TNW9DF2YpAxwQ9iRcy27uaZC+YEX5kj5sqHM3PomKlfm3/iQds8smEtGRN8JC4+ONCZa7LmSJN8y93JVRAkTyKaUBIUCenrNa/q/F7aX0RQTkL6aj1Lcndy6IMo6MfuEl0kOomNDvrnufGWXTz68RUdkA9kgU/YRA/tOQ9np7yFPCnnC1HOyj0KYYeMPXxjDJI148A244QQ8QsfPYv3bJ4y6mhDW/rQ14cDOtGNDdp7pIQP+LLkaz6MGCNjZcyMnRgQC2JCbIgRtonZlt089ejBN+aGOUIHc5b/poE5ZQzMMTbr/OdDHh34RD/WEGvJ3+ATC8pZc+jDV9cj/WuONMm33J1cBQskT0KSwOy6TEi+zDMhSfhRgpvkJjjlJjgJ7G6Q13R2byQ99mhbd5mVgOouHp/xAX/YXUIS2KKOdhAtX05yFLKFNKnnyISdMTtr7EOI6MRXYoC/jK2Scp6rc5yCcO2RT31ooANd6EQ3NrCFTWzjA/22+MzYGCNjZcyMnRigk5gQG2JErIjZIbt52jI3zBH+4itz51sYc8rcYou5zgc9nwjlrBHWCj6wdvCHtcSacuPAWqMefU3yLQ8nV8GA5ElWSZ6kdvdGYkMW7Aw9P+X1m7b0XdrF0Ya26CKZeU0nsUlqyrFLH0iO4wZ3mBw/VPKBIOsu3nNdCILyekwjASdZ5jm3ZMnRB0cm7IjxgV0sMWDcjBfdlEPCkCp96P8hH/Ihuw/90A/d/Ypf8St2v/JX/srdh33Yh+2Fa8qoow1t6UNfdKALnejGBrawSTk+4As+VaKvvvsgqcc26CYmzh+xImaUu5uvD1P6co8P6KAdc8McMVfMGXPHHDKX6Mx1kCTvOmBt5DpgvKwh1hLjdv7QRQwkedZik3zLw8hVMCF5dlwkYx7XcLxQz+Pdwc2SmzJ0uoNDF6/5/tErkp06SABy86jG3SWEI9FDPLNdvMcn+MI5Mv35BUse0/hlpiQpUUrwkCSkSj/s4Ds62W1COBAexIs+dEHaEPiHf/iH7z7yIz9y91Ef9VG73/AbfsPuN/7G37j7mI/5mL1wTRl1tKEtfeiLDnShE93YwBY2sY0P+IJPuaOv/vtFbB7b0I8YEAtigk6Ph4gZscvdvCSf8faB6pENc8RcMWfMHXM4OrKZrQNs4gtrhrXDGmIteS6Pb+iijrWHPto3ybc8jFwFQfIk04jkTUZ2W75Wk4zuuGgPAYySm3JJHl3s3iAydm/oQQfkRt/8wnWNdNCPXXZ++IR/EA02cxc/OtuuBMmRirtgCFeC51gC4uEafyBb2kLQ7NB/za/5Nbtf/+t//e43/+bfvPu4j/u43W//7b9994mf+Im73/W7ftfud//u370Xrimjjja0pQ990YEudKIbG9jCJra5xhd88m2EtvVB5W6eMfpdwmw3T6yIGbEjhlsfqswN/jBXzBlzxxwylx7ZSPLMeV0H9KUcu74hsobQg0/u5N08VJJHao40ybfcnVwFheRJKhKZRIQYfK1mx+ZOHhKCKHL3tiWx0UVfEhqByNBBf/qMjmqSdCR5CQciQAdf3EEO2Bnt4jnKYKc7OupwBwwxenyCbsaMbvziDB09tP/lv/yX7371r/7V+935b/2tv3X3CZ/wCbtP+qRP2n3qp37q7tM+7dN2n/7pn777fb/v9+1+/+///XvhmjLqaENb+tAXHehCJ7qxgS1sYhsf8AWf8A0ffSOZjYWxznbzxIhYoZvYoZu6EckjzMHoyIY5Q4fzyJwyt4c88NHBGqKvO3nWGGNGF/XoYy2ik341R5rkW+5OroIByZOE7rZIRBKaHRsEUXfyJCH9ZiTPazZtIBV05Q4Q0sEObZaOapJw8qiGHR/HBujCF+xRT/vcxY92v1x7lg0p8oUoNvCDsUE+jIMvMdlB/+Jf/Iv3Z+y/9tf+2t3HfuzH7on67W9/+568IfM/+Af/4O6P/JE/svusz/qs3Wd/9mfvPudzPmcvXFNGHW1oSx/6ogNd6EQ3NrCFTWzjA77gE77how+t2bENY627eWJCbIgRsSJmxI4YemSz9mD1yIY+zBlzhy7fyJhb5pi5ps0SydOm7uT9hQ1rDV3UYyd38zVHmuRb7k6ugiB5kokEJLFIWIjAROSXFP6yxkTcspMn4dFJW3SxW8Men+zY6E/fPB+uJC/ZUOdRDTrxwTcLCAESgqy27OLzmIajEnbQ7Fbxk7HiO2XU/5Jf8kt2v+pX/ar9MQtHLhzD/J7f83v2hP2H//Af3hP5n/yTf3L3p//0n9597ud+7u7P/tk/u/tzf+7P7YVryqijDW3pQ190oAud6MYGtrCJbXzAF3zCN8o8n68PLj5nu3liQmyIkTtnYkcMiSUxXYu7D1fmijlj7nIumVv8ROcaydOftvjgBoK1xVjdQOSRDTpZmzVHmuTPLGJU13KcXAUDkocMSEISmddnz+PZtbEL9JXanVuSvEKSU4ZO9JG0JDSJLDFTRn/acmwgybOjrGTjsYFHNehEHz5BCvgAEdJ39vPDJEN38f7KBbvo4NgAn9ADUbK7hnw5Wvn4j//4/Q6c45c/9If+0J6w/9Sf+lO7P/Nn/szune985+4LvuALdn/5L//l3V/9q39194Vf+IV74Zoy6mhDW/rQFx3oQie6sYEtbGIbH/AFn/ANH/EVn93N58PLcfklMjGgPXqIDTqIFTEjdsTQ2HtMVuNOX0ne2OMTc+cDgzlFH2XoZM6Ze9rmmpDk6c/acX2xpvCJNcZamx3Z1Bxpkj+xbMWob8s2uQqC5Ekmdk4kIK/L7rRMQhI6vxwzoXPnpnBPuSRP0kIKnuOiFxvU0z6JBmKRbCQayt1Nope+9aiG/ux2OdaACEe/qOEzd/HsdrHDThdyYczYYccMaXKMwi4bEv7kT/7k3Wd8xmfsj17+xJ/4E/sd+ud93uftSfyLvuiLdn/tr/213d/4G39j9yVf8iW7v/k3/+ZeuKaMOtrQlj70RQe60IlubGALm9jGB3zBJ3zDR3zF59lunnvGzNiJgb/LJzbEiFgRM2LHNbGsRzaj2PuAZa6YM/oyh84nc8scH7ImWEOsJdYUa8tNBHoZMzZyN19zpEn+RHIsRrpaluUqKCRP8pFYJCC7PpIXUhidx5N87Mxy11aPakhod230decHabFToz992GlWklfqUQ06IQHfCPCjHtXw2/Lc7UKCEmHdxXPmjA704Te/ZmE3/Mt+2S/bn5dznMJuGzL+o3/0j+6PXTiK+Yt/8S/u3vWud+3++l//67t3v/vdu7/9t//27u/+3b+7+/t//+/v3vOe9+yFa8qoow1t6UNfdKALnejGBrawiW18wBd8wjd8xNe6m5fkEXfz1BGDemSDDnfgxJBYEtN6ZKMkyTNHtGXOmDvm0Dcz5pY5Zq4ryeeacDePH6wh1hJ981we/yhnDaKPNdkkfyZ5LkY6W+ZyFQTJk3gklEc17LJqArrLog2JR8JmMiuUJcnTB13s1tCDbsppQ3sIBAKrJM81xEMdbdCLjxAM57iQAT5QR1sIcO3nhux0+XLSs3h2suiDVCA6CJSz8Y/4iI/Y/+SRn0H+3t/7e/e7bkj5z//5P7/fkX/xF3/xfrf+d/7O39kT+pd+6Zfu/uE//Ie79773vbt/9I/+0V64pow62tCWPvRFB7rQiW5sYAub2MYHfMEnfMNHfPVsnjH4fYPjczfvm8rsyIbYoY9YElPjT6xr/JkT489cMWfM3ezL1yT5XBMSPT6wdlhD9GFN1Y0EulmDtMFH1mbNkSb5Z8qpMNLdMparIEieZCJJ2WGRfJDA2nl83bEplFFHG9qiD13+BUuIBnu0YYfJTnJG8u4kOS5gJ0ji+/CB/CjjuIEjhnpUMyJAdsjscmmLbkgHgsFnds704zfsnJHz+3a+IOX8nOMVdt9/6S/9pf3xy9/6W39r9/f+3t/bEzhk/k/+yT/Z/dN/+k93X/7lX777Z//sn+2Fa8qoow1t6UNfdKALnejGBrawiW18wBd38/iIr/iM7/5L2NmDLI9siA0xIlbETDIllpSNjssqyTNHzBVzxtwxh8ylf3pYks91kWtCks91wVpiTaGHNcZaQxdl6PPIBns1R5rknyGnxshGy+tyFRSSJ+khAUmeX07wOp6/Y6aetrMdmwltMqMTQiB5/VeS6EcHBJMkX3eSHtVAULSD5LDPzg9iQDf26MtPDzmeyJ8ZVpLPoxrIE7voY1yQHD89ZAfN79d/y2/5LfsjFH4J88f/+B/fn6PzBSq7cEiao5h/8A/+we4f/+N/vPuyL/uy3T//5/989y/+xb/Yve9979v9y3/5L/fCNWXU0Ya29KEvOtCFTnRjA1vYxDY+4As+4Zuxx2d8ZwxrRzb+yobYECNiRcyIHTFEHzEltsS4HtkwF75JSfLMGXPHHDKXzClzyxyjW5KvD35EkmftoMPYo8d/h+E6Qz/16KRtzZEm+SPlXBjZankqV0GQPDsmEorEIsF4jc7kI5F5jaZekifhRySfOzZ0QgDowhaf6OcVnP4cQYxIXoKBeKhHLzbp65d96KA/u02Iz58Yjna4kjw7XI9qIC3GhR52uxAj/zjp1/26X/eBXTw/eeQXMfw6hvN0jlvYjUPW7NDZsUPk/+pf/avdV37lV+7+zb/5N7uv+qqv2gvXlFFHG9rSh77oQBc60Y0NbLmbxwd8wSd8w0d8xWePbBhLJXmufWMhFrQjNsSIWKGH2BFDYklMiS0xluTrHEjy9GfO0EHfnNNK8rN1Qf8kedYU48rNhMeCkjxrs+ZIk/yRci6MbLU8laugkDyvx7xCk2AkWn2NJiFpkyS/tGODDJLk3fVhg7oZySsSjOfBEAi6OCJgt4cPHDXQ1vP42T+A8hgD4uOvNdIHH/l764yBfzxEH37G+Jt+02/a/4adf7HKDpufPnK0whennKtz7MKuHNL+iq/4it2//tf/ek/q/+7f/bvdv//3/373H/7Df9gL15RRRxva0oe+6EAXOtGNDWxhE9v4gC/4hG/4iK/4jO+MgbHMjqWIAbHIc3liRcyIHTEklsSU2NZzeWVG8swhc+nbmSRP3YzkGUOSPGtJks9jQUkeGx7Z1Bxpkj9Czo2RzZa35CoIkidBSSiSi4Rlt0fC+b/3cIZLOW1IZF7zk+TZYZrMSfK0px+6OFcekXweFSTBeB4MAWGHPpACxMInZEEdbSEy/5VrEh+/O5fkIT7P47GHPggKHZAhxyP8XRn+7MCnfMqn7P+V6jve8Y7dX/gLf2G/4+YXMnyByvk6xy/sziHvf/tv/+2e0P/Tf/pPu//yX/7L7qu/+qv3wjVl1NGGtvShLzrQhU50YwNb2MQ2PuALPuEbPuIrPuO75/KMaTRWYkAsiEl++UrMMoboI7bUEWvP5RXmBHvM0YjkmVPmNtdGJXnXhiTP2qGda4O1xRrzOxt/YcNapA1rs+ZIk/wRcm6MbLa8JVdBIXmPakgwEq3+6iETeY3kM5HZOUry6JHkaTcjea6T5GnL7g9d6MEXyIQdJkcL/imD+qWrxOcRBufUkB7n3PgG0WGD8l/6S3/p/ieMv+23/bYPHNXwr1U///M/f/9FKT+FZAfOkQvn7BzDsEuHxP/zf/7Pu//6X//r7r/9t/+2++///b/vhWvKqKMNbelDX3SgC53oxga2PLLBB3zBJ3zDR3zFZ3xnDJR7NDUieWJBTIgNMSJWxIzYEUNiSUyJbZJ8nYckedoyd8whcynJoyvXBu1cD1tIPn/FlSTvkU3NkSb5I+TcGNlseUuuggHJk1xIJXkTj3Ym8ojkuSfBK8nzm2p2apI8xwS0W9vJQ2gcM9AWQuJVntd6CADCou8hv6zJL10lEeyy6+X36fyDpN/xO37H/ieNf+yP/bH9l6Icp/CPmvjNOz+J5Bcz7Mg5b+c45j/+x/+4J3OI/X/8j/+x+5//83/uhWvKqKMNbelDX3SgC53oxga2sIltfMAXfMI3fPQhjO9++Tr6/iFJnjb5Cxtihg5iSCwleWJMrNd28rRl7iR55tR/+1BJfrQ2kuRZS661EckjTfInlHNjZLPlLbkKguRJ0BHJ81pPEnMPOSTJzxKZchMZnaciec5m8YMv6dABYWwleX9xws6WfyCETvxCJ7tc6vhb7x/90R+9+52/83fu/4GS5/F/5a/8lf2/XuVXMRyz8NNIfjnDF6vs0DmWYdcOqf+v//W/dv/7f//vvXBNGXW0oS196IsOdKET3djwXB7b+IAv+IRv+Iiv+IzvjIGxUDf6hc2M5IkZsSOGxBKdxPYUJM9cH7I2WEusKfxAB2ttRPKszZojTfIHyqUwst3ySq6CQvIkbpK8iXcKkmendiskz08K0elOlv7siPltOv/RB/8oiS9A+Rsz/JEx/gYNv4ThDJ1/5MSXp/xEkuMXvmDl/J0dO7t3yF1wTRl1tKEtfeiLDnShE93YwBY2sY0P+IJP+IaPvsngO2O4FZJnbk9F8q411yF2muRPIJfCyHbLK7kKmuSb5JvkX46cGyObLW/JVVBIniRNku/jmj6u2ULyzO2pSL6Pa84o58bIZstbchUEyZNwI5LvL177i9etJM9cr5E8ayZJ3rXGGusvXs8s58bIZstbchUMSB4CGJE8CU15JvKI5BESvJJ8/4Syf0JZSZ72+IKeEcn7EG6SP5GcGyObLW/JVVBInqRLkid52an1P4bqfwwlyTNn9GEO+x9D3aGcCyNbLU/lKgiS52yWhCJ5SS5e5Uk4XutJQBLanSS7P8giST4lSZ4EJWEhKIhlRPLsMCGYSvLcS/Lo5ZgAXZABO0d84JiBthAZZAixQXyzI4z+swb9Zw1etJwLI1stT+UqKCRPknpkQ6KRvP0HyvoPlI1Inr45p5I8cz4jecqS5FlLkjxrrP9A2YXk1BjZaHldroIgeZIuSZ7dHgmXyUdZkvzSjq2SPInsrg/96CDhIa0RySOSPEcFtOM1H/uc27LjQzf26MtPCvtPDb96Y3GcxKL/1HDLUE6Fke6WsVwFheQ9spHkSd58jaaMV2ja5Y6tJrTJTBvaog9dnrlCCNijTZK858FJMpRBchw1QDAkvV/UQQKUQVCH/MLGc3l0Q3KcK+Mz5Ek/fpve/2nIW/FPkmfOmDvmkLlkTplb5riui1wTrJG6LlhLrCn05LGgJO9RTZP8meS5GOlsmctVECTPKzjJROKTfLxG1189+Brtjg3SIXFnJM+OTZJHF4mMHnRTThva1y/9kmTcSdIGvfgICbCDhGjwgTraei7PMcXSuTxn1R7ZcASBPsiPnSzEyA66//u/pyRPG+aKOWPumEPmkjllbiX52RueJI8PrB3WEH1YU+hhjfnwQTdrkDb4yNqsOdIkfyI5FiNdLctyFQTJk3gkFIkKqUAGnN3WBKScHRaJR8KyEyR5JfrcsUnyJCx9eR33N9UkMP3pA4GMdpKIRzbsJGmLTsgBXZ7Ls8OkL/9AiOMJdrlbjmwgQAgMHejDb3bO7JD5fTo/Yez/yPvVm5Qkz5wxd8whc4ku5tY3vCT5uiZYK/THD9YQa4m+uZHAP8pZg+hjTbI2a440yZ9YtmLUt2WbXAWF5Ek+EssjG3ZZvkqTzLxKs8siAUm+mtAK95I87SAAv+xD0IsN6mk/Oi7giCGJxp/woZe++AUpcI09+rPLrUc2uZuvO11IEDsQIKTFmLHDThnC/LAP+7D9P0j6+I//+N0nf/In78mYXTfHK5yjf97nfd5+R/5FX/RF++MX/lET/3qV3TrCNWXU0Ya29KEvOtCFTnRjA1vYxDY+4As+4Rs+4is+j95UHFs9qiEmxIYYEStiRuy4JpbEFDtLsac/c8RcMWf0ZQ6dT+aWOT5kTbCGWEusKdaWR4K+LWKDtciabJK/gohRXctxchUEyZN87ubZqZG0kAtJSCKbhJS5a6O9u/ma0JRlQpO87vwgBcroT1sIBKJhN5lEI9kk0dAenejDJ3Z9+MBOk755ZMNuOHfzEGHudt3NYxcdfPmHT+jhS0t+d87PGDkjh4TZbX/6p3/6/vycvzHDL2L46SO/juELVEicv0HzhV/4hXvhmjLqaENb+tAXHehCJ7qxgS1sYhsf8AWf8A0f6y6esUjyjosxLx3VEDNiRwyNvQ/YGnf6Ype5Mfb4xNz5RsCcoi8f/Pl2p7iLpz9rx/XlJoI15nk8dR7V0B6dNUea5FvuTq6CAcm7mydpfZ0mkTnHZRfoToskpC2JK8nzap6v5+zc0ElbdPHLCezxSSLTn77uJvPIIMmmHtmgEx98YEAG9cjGX9l4bl13vO7mPZuHCPGTseI7ZdRzNg75ssvmOIXfsPMFKb+E4SePEDbHLvxrVXbo/JExjmIQrimjjja0pQ990YEudKIbG9jCJrbxAV/wCd8ow1fqR7t4xshYGbO/qsmjGmIkMRM7Ykgs61HNKO7MDXPEXDFnzF3OJXOLn+jMXXyuB0me/rTFB9YSa4q1xVg9DmTt5S6+Sb7lIeQqCJInAUkmEgtC4HU5E3F0Lk8CbiF5EhZd9GXXhj5e1bFDG0gIsvHLvyQbhB0lZCXZ0AciqEc21NPeP3Ew+4dRXLubhxA51sAGfjA2yJBx8NNDSJXdNcconJd/7Md+7O4TPuET9jvwT/u0T9sTNv9KlaOXz/qsz9oT+ed8zufshWvKqKMNbelDX3SgC53oxga2sIltfMAXfMI3fPTBhe91PD64GDNjJwbEgpgQG2JErIgZsSOG9agmYy7JMyfMDX7Qhzmbfem6heRpgy+Mjb6jL/apxw5rkTVJv5ojTfItdydXwYDkSUISjN2Wr9Ts1vwdM+RDIlJPEi6RPOXoRB+66Os5LgmNDvrTh92qxwZLhOOxAaSCDggC0sEOdbTbspt358v5tf/0H9voZszoxi920OihPf84id+vc7TCnx2AqD/pkz5p96mf+ql78ub4hX+xCpkjXFNGHW1oSx/6ogNd6EQ3NrCFTWzjA77gE77hY/40dDSWuosnFsSE2BAjYoVuYodu6tYerMwJc4NfzBVzhg7nkTllbplj7DDn6J6RfO7k6cuayn+HgS7q0cdaRCf9ao40ybfcnVwFheQRkopEhAjY8fnlGAldd/KHJDa6SOLcAaKDRJZw2FVyPADBJOnUXSX6sQtR4BP+QQzYhJTok7v5ejZfd7/soDnD5tcs2McfiAwS4hp/OCqh7Yd8yIfsf8PO35XhmIWfPHLkwu/bP/ETP3H/M0iOYRCuKaOONrSlD33RgS50ohsb2MImtrnGF3xa+1moZ/F1F08siAmxIUbEipgRO2I4e3viGn88qvHB6i4838iYU+b2kAd+3cmztvCPtYYu1h76aO+6rDnSJN9yd3IVBMnzmj0ieY8v3MlnMkrys1d0yiR5iAZd7Ng4g+XYgF0bdRDA0pFNJR2PbNCpb+jGl9FufvRLG4k+v6yEbOkn0aMTIoPcIEwIF33ogqD5W+8f/uEfvvvIj/zI3Ud91Eftd+f8Rx8f8zEfsxeuKaOONrSlD33RgS50ohsb2MImtvEBXzyH90FV/WdM6GKMs108OokRsSJmxC6/B1l7qDI3zBFzxZwxd8xhnsdTx1zP1gE28YU1w9px8+BOHt/QNSJ5+tYcaZJvuTu5CiYkD+G442LnRzKy22L3RoL7Wk0y0pa+sx0cdbShLbrYvZHY7OBIdMqxS5/RkQ2EI8lLPLRDP3rR6U4QsqE8d/Pugj3LHh11SPT8thxShXjxAXIjBoyb8aLb4xN+5UIf+kPaH/qhH7oncHbonLEjXFNGHW1oSx9/1YMudKIbG9jCJuX4gC/+y9Yl3xmbbyOzXTwxIlbEjHJi6ANVkpfouccHdORRDXPFnDF3zCFzic5cByOSZ23kOmC8rCHWEuN2/tBFDFh7tG2Sb3kouQoGJI+QYCQaBEFS+1rtL2zYdZGQuYOT5E1wPkl4ynMHR3LzSwoSm2MJkhp7tM3dZSUfhLLZbh6yYCeILepox5eY/LVGSLUe20CSimRJvWSZPz9EJ74SA/xlbBAkZ+h8IcoRiQ8SjlTYWSNcS8C08Xfr9EUHutCJbmxgC5vY9uG0xWfGxhgZK2Nm7MQAncSE2Mx28cQ0Y4z9GmfmhjnCX3xl7phDj2qYW2wx10nyfCKUs0ZYK/jA2sEf1hJrihiwxlhr1Evyrscm+ZaHkKtggeRJSBIYkjAhR7+wMcHpP9vFZYLTj9d8dLl7Qwf988iGnWQlee4pH+3mIR12hviETfTQnh1xHttAvFtIs5IyvjEGYuHxELYZJ2SIX/hIe4gW4Zoy6mhDW/rQ1yMKdKK7PjS2PJQYSx7TMFbGzNiJAbEgJsSGGGGbmLmLX4uxRzXMDXOEDuaMuRsd1WCzzj9rgv6sEXTgE/3cOKDLjQPlrDn04avrkf41R5rkW+5OroIgeRMKISFJNBKSxGb3BllATPVcfu1VPZPcV3X6s7t0NwhRUE/7/AJ2y24eYkEvPvL31vmETLBfj204+pDoOcveQp4cmbCzxjb6ID18JS7GBILy+EqCQrh2zD4c6ENfdKALnejGBra2PIz8wph2jKke0zB2YpAxwQ9idcgunrlgTvCVOfItjLljDh0z9WvzTzxoy5ph7dDf83higo/EhTVH3NCZa7LmSJN8y93JVbBA8iQkCef5KUnJa7p/SZKkpI7kd9dVd3ImOuXU++Cgr2TBjg491NGOPuw0Iau1nSbtaI+/kAe7S3aHkiiEBmGxQ06i5wiF45Qk+jzn9stMj1o4CmGnDBFDpOj0TYJxSeTEifEQK4RryiRD2tKHvuhAFzrRjQ2PfLb6lgTPGNHJmBk7MSAWxITYUGZs13bxxN7YMifMDWNgPD6cmUMJecvcs0ZYK+ihL2uIteR5vHFCpw8O+ik1R5rkW+5OroIByZNcCDtBk9JzeZKb9nz6ep07LxJ6bTeHTvqR2CQ5r+qexaKDtnW3Wcmo7jbpgw/ohTQgNvzCJvUQF8cn9fx8RqYSqrv6JHt225Aqv2CBpH3gcLSBLXxnh45wTVkeQdGHvuhAV5L7aPe+9PDxSImxoRtbjJmxEwNiQUyIDTGifusuHt/pw5wwN8wRc+WfFkYv5czp0i6eNYEOfMAv+rF2ci2xttDPWkMna48+SJN8y8PIVRAkb1Ipkjy7QBOz7r5ITOpNylGyI5ns7nrdzfO6TpJThh500IedpLv5GSHVc2P8RS9f5uEvtrBNG9pDrnw5uUb0lViT7Dkr50gFHZA0+iBszsPR71k8wjVl1NGGtvShLzrQleS+5kclePShn7ExRsbKmBk7MSAWxITYECMfNrQfPTiJde7i6cecMDfMEXPFnKGXMnfcPtxzzvPh7nrKo5p8K3TDQH0leaXmSJN8y93JVRAkz47MhGLXRaKRxOy+ePXndZrdIeeovLKTnHkUsXZkQ8JTj24SmaQm2dHFDhFd2MI+bd3Nbz1awAZ9IQr1opNxUIcu+oyIvu6gJdgR2UO0fCEq4aMDwmZHjk6EIxTEe+poQ1uJHR3ompF72s6HTCV4xsTYGCNjZcyMnRgQC2JCXT40Z7Ek1nUXz5ygkzlSr7t45pI5pS026pyzFqhnbbBGWCvoYu2gi7XEmqLM83jaMQ50Yx+hf82RJvmWu5OroJB8CkkmyZOc7MDYzXHOy5d5hxzZIJS5myeJISB38x4BkOjU1d386NiGa8rqsQ2+owciyeMK9I2IPr+MlXAh1xHhSrpJ+PSDsCV+dKVI6AhtR8Q+s6Ud+qELX0cEz9gYI2NlzIydGBALYlKPaWZxHO3i0cPcMEfu4pk76nK+6aMw9znf+MYawT/WDHpYQ/5Sy6MaSZ72uRaRmiNN8i13J1dBkHxNLO5JZHZsJLUJ6rns6MiGfpADCT7a2VFOPe3QK4HkMQCJTj1t2VHmeXaSkwTlDtRjG4gFX/AXnYiEhx9J9Jxns+P26MTd9WxnXUmYNpK+hDwS621v/5ludfrW4BERvuJzJXjGxhgdL2MnBsQij2m2xNBdPDqZCx/EzJEPYuaO+q1zjS+skXpUw1oaHdWM1mLNkSb5lruTqyBIviaXJO9unuQm4euRDWXswvL1HXIx8SEZxOSnjjYmvkcB+dtrbNKG9lt2oZCUu1BsQS7ogFTYLaJfokcnZEY/zsyXvgCVmGeEnCJxz2TUJ4U2kju28cHjmfzCF5/xnTEwFsbE2BgjY2XMjJ0YEIs8ppnFL9+G0Ens0cFcMCf+lp258oG+dZ5ZE6wN1ghrpR7VUIb/7uJn67DmSJN8y93JVRAknwmmcE85CZhHNuzsPLLhHjKgDe15PYdgavJLAKPdPDpIenZ47OwgEuy7E916bJPHDRAM+iV6d7joxQfa0Ydfu/DFKEcguaufkf0Wwt4q6huRe+7e8Q0f8+ebjIGxMCbGJsEzZsZODA6NG7Em5uhlDpgL5oS5YY6YK/Qzd8whPozmmLmn3qM51gZ+jtYOPudRzWwN1hxpkm+5O7kKguRJXpIpE8wko46kJ1FJ/NEXZyQq/SX5EQEg7vIkAPSS6OjkFyF8Sla0QU89tpGwUiQsd6QSPT6hL4mQMnygHTrp766e36x7Vp9kPztLP4T0s08Su2f7krtn7/ji7h0f8RWf8d1x+QBzXBL86A0ohbLRMQ0xJ/boq3PiLp42+MBc1vnFNnokeXxibbBG6lvg7Kgmhf7U1Rxpkm+5O7kKguTdidcko4xEo56dHMnquWr+k3TqaJe7vCQBSMRdniRAW0kAHRAWBODZL3WQFn0krRnRS1ozoodM8JWzZY4IGA91+EZ7+rqr59zbI5wk+9GXp5L+FrF9Ejs6k9w9msEHd+/4ho/4is/4zhgYC2NibMaqEvxSrIilsSLGxorYMwfMBXPC3PgQr/OLPebWeR7NL/rQga+sGb/PYS1RN9vFu/6orznSJN9yd3IVBMmzmxolWpI8ic6OzoT1C1hJnjb0gSzc6UECiCTANeXU04729IOoSHyIC2KBxPCJeggjyWtE9KMzZo9u6M848JHdJMcF2GI86IeU0M2xBf35jXuSPbvq/Alk/moGopb4l8R2kjo60IVOdGMjyR0f8AWf8A0f8RWf8Z0xMBbGxNiMEWOW4I2PsTE+leCNEfqJObFnDvyylbmZzW3OKzKaW0metZJfuLKWGA9tltYePtUcaZJvuTu5CgrJz16ZKaOONiQsJADB5K7M13mSMnd7iASQZOBuL49t2NnxGg+B8ck9BKA++o2I3nPm2Vkz/SAexoIdCIZjA445sMHY8AOCoj260SPZj/4hE7tuJIl/SSR0+yWxoxsbkju28QFf8MkjFHzFZ3xnDIyFMTE2xkj72Rk8skTwxJhYj+YAO8wRfjiv9EPqnDqv7uLpy9pgjfj2x9phDbGWqN+y7mqONMm33J1cBQOSX9pRQQLsvCAYCCDPV01adNCHJF/a9VFWCcEdH0TmsY27SNqgi/7uViGrEZmNiJ5+2EMPPkI8Hh9gB9v4gM/4J9mjB52ciyfhc14OQdd/9DQS62lLH/omsaNbEpbc8QFfjAs+ejyG74yBsTAmY7JE8MZEgjcmxBQ9xNi3KWLPHDAXxoU2EvxsPtGFz7RlDeAj/VkbrBH0sma4RveWXTw6muRbHkKugiD5pYQz6Ug2iIDdHWTAK71/D5x7d/PooX3u/NaIARsSjb+2QdBLGcmOPkmNLwu3kJpE75eL2MQe/vnAYoeJLX9BQh1+09Y3h7TDOTnEzO/V+QNjkDXCUctIrKctfeiLjvTRnTU2sY0P+GIsPBbDZ+oYA239UvrQWBBDYulbggRv3LFLGXPC3GBvywMbffhHP9aCu/i6VlhD6KcN7XOtIZSxFtHDmGuONMm33J1cBUHyEAoJR8KPiN4dFQlH4kI4uZtnh2ny0gYd7OiWyAGp5CAx+EsMCccdJe2WyC0JTnIbHVG4g02C8/uA3MFij7b0waY7ZvTl9wLYg7hHMvIFHehCp/5gC5vYxgd8yXNxfMVn/RkdXdXxazcJ3odd2ssHK7H3gc2c0M6HNXaRSvL4xFzjHzpZA24GWBt1F49+2rjmcq1J8K45/Ks50iTfcndyFQTJm3TsnEgwSZ5rE87dGUlnAvNazzGCRwkksDvAShAjoqdMok+CkOghB4mXcnyi7TFEL9FJruhAFzrxlzFhE2KFkBifZIdfPrQkO8YA0aIPPyDckVBHG9o6bnQkKWIDW9jENj7gCz7hWx23DxvGdAzBO25i6gOFWEvwlDtm2m6ZP+aaOcdf1gB6PRJDWCuMjzGxhhgzbVlb2ELwSZKnzrVQc6RJvuXu5CoIks/EM+ky+bw38Uhiv4DNnZrERBvak7Tu5iXHEVG4E6Q9/eiPHnZ+EgT3+FcJbwvRJ+HVc2kJF3KRbNnZQnzEh6MSxsV4Gbcxoj0k6IMMYRwpltOGtvShLzoyhtjAFjax7cOF9j5Y8BWf8Z0xbB3vjODRT0x9UBPr2dyNCB7BL+pHc8e4WBO+6WUMaVMJ3jXmJ/65oag50iTfcndyFQTJ1+STyDIBa/Lljh5yqv+SkXb0cQecZCFhjMiC9thBP35BEPz0DpJAL/4tEf1oZyv5UZ67evp5hCPZJ1lJ+D7I8IOxQoiU4x9tiB3+0ieFMupoQ1v60Bcd6JIAjRl9sC3B4hO+4eNzxlgJnhhij5j6s0b8w1/s55zpA5Jzhr6cM+aaOTdmrAXWBGPNHTyytr7qZqLmSJN8y93JVRAkT1LWJJzttCw3CXkth7g4YoC0uKYMPbRlNzo6tknSoCyJXqJFB7rY6aL7FESfROiuXrLHH8kQn/WDeEg4EJZEzZj5QpGdMP551OORC2XU0YZ7HxDoQBc6JTxsGSd8wBfJ3d17jms0tkMJHv/8UpdY60cSPH1zrnK+jBNzjF7nizEaD9cDY/Uh5hoarS3igR6ENcnarDnSJN9yd3IVBMlLOhIPyZiJSBIjXvNpUpuIvvZ7vEF57kxnRL9GHO4MZ0QPIdEXMsvjjDVCRCRE2kuK6ECXPuVuFZ8YD0TkQw5fGCuxg8xSKKOONsZVUkfX6C3HcfjQ8mgGX5fGUh9cjgO9PjiNZxI8sTWe+HToPKGX8TA2xopu9HrMlhsIbOQa4tNrdFBvXF2PrM2aI03yLXcnV0GQvLsthIQn0Ug4Ei+TkYRGuJbsTEiTm13r2rHNVgKhH/3RQ7In0UMc1OELeunHbrOeWyfZz8gxd8CSZBK+O3xsSPr4x5gyJgg+j2JGW/rUGKA7iX3ku/6PxjDyHV3oxQb28INYScISPDHNOdpK8PngyznyYc8aQD+2WBusEdr4cBvFLEkeXa5H1mbNkSb5lruTqyBInsT0bNhdl0kpYUlUJiflNSlJSI8p0EcZCU47+iTRj0hEIpmRSBI9tpLoISj6oWPpDLsSpWSZhJmkiY4kfXRL/Por+Y3EetpK6OhIUq879kP9pZ9vIujGFrEgJsSGGBErYjYj+GPmBt3MLXPMXPvdRR7TYMNNw9JactOQb4foY23WHGmSb7k7uQqC5PnyjWQi8d15zRKzJidtSEyS2cREn7+2QZ+v6vRxtyiZVELhHnJMMsGORI8Nv7jEFvrxlTa0RTc63B2PdsYz8hwRqCSKjiR9iV/yVyBZSVyxnf0k9UOIfeSbfqETO4yZsRMD40ZsiJHzQuyI4YzgfTDVOUGo9y2LuXTu0c9cM+fOizace+ysrSN89c2QtciaRF/NkSb5lruTqyBIPl+v13ZfNUHrDozkhEjqLyvQR1v6JdHPSGUL0fuLHnzGvvrpQ392zhAuBCuxSqYS6ohMlSRViVWBYJP818T2qSP92OJL+oHO3L3n8QwxIBbEhNgQI+fjGIJ3LiR49TOnS3OOfezQdmkNJcnjGz6zFlmTrM2aI03yLXcnV0GQPF+SsQtzB7Y1QRESlDa0dRdmguaXbz44aEu/5xB9Hg9gQ2KRvPAX/fRFT+7qZ2S/RrKI7ZJwD5XUMbKRUm0ludfdO2N1h00MiIXkS4yIFTEjdtSfguCxwdwyx9hwo8Aa0A5tseV6qWsIf10/bhTQib+sSfTWHGmSb7k7uQqC5DlHRUhWiCGTdMtunvq6E/N8vr6+SzAScZJMEkwlGYmeftiCEPBTO4gEQx3EQXvISd0eoyTZu7tOAh4R7prYt8qo7ZrYV2L3jSHJnbEwJsbGGBkrYzYuxMK4ECPjQuyIIe2XCF7dxt4HCHPHHErwzC1zrB3mnjrWwiFrB51uEliDrEXXZc2RJvmWu5OrIEieHdPsyIbkgzxGiTpKVogkCaB+EUciu6Onn0Q/I5o1ove4oL45YEdCw0aS/Whnn2T/XMI/RpLYl8gd3xkDY3F3bTwYM2PPnTWx8c3MeBDDNYI37knwzBlzh518kDPH+SDX1ozgEdcNOlljuUHwTZA1ydqsOdIk33J3chUEyftKT8KarBLD2o5slLBJvhAOOz2SFVKQCJLoIRJJGHKppJNEL7FhU9LJhwq2ZuQ2I3u/FF0jfGVE0odI1bdE7Pi2Ru4Zb8Ze356MNTEzBjOCN/7aYW6c24w1c8mcYss3QON96MYAvY7BeWQtsiZZmzVHmuRb7k6ugiB5X41JWJLKYw+Sjl2bSUtSkqBLiUs72tPPV28fIhJCkg866X8s0dM/7bm7lOi2kL1f0M4IX9JP4h+R/5pkX/Wpf0TsfqGKj5LujNx9wPnWRCycO+ftGIJnbuifBO+DWxLGftpbI3jnLdcK40AHaw+d6GdNYqvmSJN8y93JVRAkD0GwA+TXEbnj9thm6+4skxdSkHhnr/YS73NJyIdLkh7koD0fLJXs6YsO7GmLHfOI8CX9JP4Z+adUMkfUo95K7O7a8QnfcpxJ7hIuY2SsXOdDzflynMTMuDrejC11o4eoNrHH3GmPOWVuJXjmHJvOJ4LtFMqcL9YUellj6EE/OlmDrEXWJPZqjjTJt9ydXAVB8u6eSF5JEbLIHRoJLCGTpEsJLDHQJ3eAJKzE69uCpHsM0UuA7m7z4ZJk767Qh0uS/ciuNkf/eGlG/GtSCb2Sujt2bC8RreQu2TK2JPckW2KCDh9kzyF4d9nYZA6NpW9kiPE8ZH24EXC9+dBCfKusOdIk33J3chUEyZNcJK1fcvHJfZIiyehufmsiJ0kkOfl7aole3bSnfxLuiOgrMUn02naXmASSZC8pajsJSvuVGLGZpC/xHyL2q6Q+Goexq0QoCSa5Zwwl96VxpKT9SvAZQzcCzF2ui3xYIlvWRc5PrgukrkHGV3OkSb7l7uQqCJInyXhNdjcPgXDN67Kv5Ca0REKyjpIZgSj4lCyS6NHn0dChRF9JqhJUkhSEMiNJdqL++gR/8kFWd6SOR1/0J32qfqVkG/upR3+xIQGmzxKgMfPL8dlDSoLVX33W15Ff+pOxw48ZwRsz14Oxol/OfRX1SvCuB4/y0IsNH8RcOzc1R5rkW+5OroIgeRIN0mDnVMlEIqaNr+Ykdu4YTWR2jUqSl4nt2atJLWksEX3diSZZJVElWWlfYknixI47R8daSYU2+AoR0c+HGmOpY8aOfo7EetvTVz2SHjawhU39wxd8wjcfSPisf0nuNV5J7mtxo51+Gq9K8DlX+OVaoJ3rwFjk2OuYaetcuBZ8gNSHr7t42tQcaZJvuTu5CoLkIRiSmoQz2UhqX5khltHOEUIYJTcisZng7t4q0fNbaB8k6q/kgb66K53JEtmjUz/cRTpmxoovkKokQx1taIvgm8SPHoQ4IOgeifW2l9DRpV798MGDD/5GHN/SD/qiB91L5D6KjVJjRIwlYXTjmwTP3PhvKJLg9YN++LC2DvCVODB+9bOmfOAyVtacmwtsG++aI03yLXcnV0GQvMQz20FSRt2MZEzwmuQmeBII/SvR545eEsEn+kj06JLEKpG5Qx3tUivZpy8SzoxoGT/kwz3EI/FLTvSBrBAJu4r1tPVhqR10ohsbvlFwrx36oAMf8dW4S6zGe0TuSzExLnV+sJE7bHwZ7eBzDeT81LlXP76OHrKuN/Q7ftae6412+FRzpEm+5e7kKgiSl/BIYkiIJJPoPZ838UjONaJPoW6U5COih+y4TzJh96cN9I1ILQltRmxJ9iPiqYRvHCBcxo9vxINdLUJc2HX6EEBol2I5bWhLH/uji3LaYQNb2MT2iNhrnEdxWIrFKA7GgBjXOcG3NYLXJ+emyhaCZ/z1HN44OP6aI03yLXcnV0EheRK4EpwJuET0krC7yyR7rk30UbJLKuwa0c9uDjKE9PAh7dAvd42HEFyS3Ijw0atveaQg6edOHF+JgztxBN8l9CrU2U4yRwe60OlbgPawjQ+SaN0pO+5jxk7fHHMlXmKOj8wBc4HvvlEsETz69FH9lBtXxpN2KsHn+soHHTbpV3OkSb7l7uQqCJKXYGZE744e0qJMok9SkpAy6VMy6ZNckughQm1xTRkkWO2gq5LeIYSXpDcjfP2UoLCPv8bJWCEeyczEdvZDB7rQie4kdQQf8CXHmOM8ZKyO0zESO2xgE/v4go/Gn9gzB8Z/RvBb5zrtEAMJnrWkrRnB0wepOdIk33J3chUEyZPASWAk2Yjo2d0l0UMO9JGA1wggk1+ipy820ZU7ybctfNmnDXRCXEmAS+SnJAkmESYZSvr6nH4jjBfBny1ie/s7BsRYafcYYldybI7LsTgG/CGWxJTYSrrEPN+kmBPa+DBKv7fML+PNB0kSfD2DHxG867LmSJN8y93JVTAgeYUEI9lMTHd5ki/ntZUI6DcigkoGS0RQd3ppi3Lq86GCDvQlMR5C9kiSosRYSb8Sv+NIYUwjqe3srz71a0/7+nPMOPRfv7FLrEaxJrbEOB+qo1gvEbxjo855zQdJPsC1xVrybQF7tNFmrkWk5kiTfMvdyVUQJE8ip5BYJJsJShJK9H4hZ5K6AzuG6JER0aMPe+zyeKVPQhjZ0o6kKVkeQpKIbSVLReKVPBUJeqtk39SZttKHkY9V0l/9w5bkboyTdI2vD25iTKyN74jgna/RXGpnRPDoY41oyy/YnU8JnrYSfK5FpOZIk3zL3clVUEiexFRMLhIuidfdWH3dHhG9O22JYY0caD8iB+zlURH3lEMMSUTaQveI7JNAR2Q5E/so6kqRrGcy6lP1jmzPxD7qwkaSOzHIuBIjYpU76pxDY3quOazHfWkvd++uO3Qo3NccaZJvuTu5CiYkb6KaYCQfSUjSShK80o9eu5dIohKF10kSuQuspKS9PMcdHStoDxunJPsq6jhURrq2ijoOJXdiRKyImYSbR2HE2Iemc8dcGMucq0ruac+5k+DzbUF7+KA92mlzaQ3WHGmSb7k7uQoGJE9yVTHRJAt3ZxJvHt1UoqcfOkaEsUT09KGvDxYJChszmzOyR3eS/YjwR4R6SzIi9iT3jJ+xy/lKss3jEh+UEu7SfCGV4Ot8zQhem6MdPP3W1l7NkSb5lruTq2BC8iStkolGAs+IfrSjr6Q7I46UJI7Rw6XuRnn9XyIP7WpzaXcv4Ssjsr2EpA/p22jXbsycqxqvnKM8XpPca7yI+aHzNLKbBF/fGNJm7uCdK4V710DNkSb5lruTq2CB5PlMMdmeQ/SHEIiJvmaX812+NEyyr7bpO7INSebuXtKvu/yRjMj5EBnpRJLQJXUFX5PY82FY40MMktyJ0dpZuDFC1uYnbdO32j6G4FPQneuu5kiTfMvdyVUQJC8RKjXZMuEqoSTR526RZGe3aFInkUi2IzKRRCQSbSMz2xBY7ux90ORRhGN0XOjXZu7wk/gl2yT+lBFRL8lIR9pIQkdyx47UmDCmPNKSYHMulsjduGZMkNm8ODe0pV8SvPa3vGVhuxK843JsCm1rjjTJt9ydXAWF5JOITbZR8o2IPs/NM8mTYCRb9UsqEookkiKhKPQb2a9k71uFRxParwSn3kpskn4Sf5J/fQAcIqkjdWsvSb3GQNJz7IyJsRl3d89r5E4MnYMagyrVD9eBD5eMfT7kPRKizSEEr37a2L7mSJN8y93JVRAkLwGPErAmnwko2ZiMJHHdzS29rqedJZJBrEui0Qf8RmeSvYTHF36SDuV1dz8inepLEr8iIStJ1iOp7VNXEnodY421xGqcHStj9Mtox5rxzrmtY8yxVhn54lxnvJljHy7YN8451zXWxrtKjtnx1hxpkm+5O7kKguQrGWQyjpLQRIQAvM7kJ8k9l81fc1CuLZNeGxJPJR1JUCK0jeSThJDkw04yjy48PpCEaAMR5dgrETlmbM38qz6OpLbPMTgOxFjiA77kmPAVn/GdMdRxMVbfWnJMjsdx5BhmPqZ/+qVP+uMcY9sHzGiOjSW6vM7YKjl2JMdec6RJvuXu5CoIkpcYcodLwpmUNSERyYDkNUFHJEDyY2dGAiS0NpKEJJ+645WQKhFJEPrAWCRFdpscJ+CDRzncu+uVHCvpGwuJJ2Myi8uS2E896sWG9oyfpI5v7thHY6COMdKWMWdcsYHdjCuxy1jW+Na44q8+6tvWuTVW2sd2xkPJmBgLxoIuxlVzpEm+5e7kKgiSlygglkr0ElMmJWSQRJuJOiKD0W4vbUlISQaSDiIRbSF7/EhSSrLI3T2+sAv2mIGyJH18TOJHD4JORFLGzhaxvf3Vh24JHZtJ6vjksRe+4jNljMEHk76hEzuM3fnaQu6zmNKXOUEffmMDP51TfFl6S3Pt4Ef1gTKFNrl2qi1iUXOkSb7l7uQqCJLPHaGkIYGZrCYsIhkkIZiwJivJLiFABEieG0NSJHK181xiqr5IUhKr5DEiU0nfv5dDOfWMQfJH6A/BKuhckmyrbe2jWx+wiW1JffbwQafEzth8SDpHxuGYGBrHnEtsYBP7+JIEj0jyI4JPP/SFcueo2mFcrEH0MWbWZs2RJvmWu5OrIEgeMpHoIaIR0Zu4JmuKxFCTFWLIZPU37dWW5DDahWojCWlEVOmL/kgk+IXu9E0y0UdJFxLDP8iLuEi6kj9lPgAQ2iL0G4n1tqfvTK/66IcvSerOSc7LiNwdf43bKGY1bhkz48XcYJu5ch6ZQ3zmmjJ9TN/wq85hivNS10y1RVxqjjTJt9ydXAVB8hANyWTSzoiexBwlLWXUmbgQBP0qQUBe2MEehOYOcEQQ6Foj+5mkX/RP8tK/JH38lGDwBX+T+PHTHTcxkqyTsJeENrZPIlcvNiR0bCep45tx0e8an1PEKOOTpIsv+IWf+O5a8UHkWtHP9A9Jv9LmyFauFQkeezVHmuRb7k6ugiB5yIfX71HyJvkm6aZQLkmYvCQ7/ZLo83X/ELLYQmR1h4pUYpHM0l99RSQc/ZZ4EMkfgfR8CKQwjpRabz/1SOZIEjoyI3WlxgOp41+KifFAluaMcTBHEi5zxz3joZ52ozlLf7GV4jzMCF57Hu/VHGmSb7k7uQqC5CXeNaLPxJUgvFdMcEmDRJYwc1fITo1dLq/+7uohDtpIePRNgsMeJDEjttmRBJLklmSTY9Bvfdd/yUgCVPCzCvEyZlWyr/rUrz3tj2Kdvo/Gj8xiYHtj4LgdMz44JuaAuXD3nsczlDGHdZ70HX3pex2D97Rh/OhYInjua440ybfcnVwFQfImVxI9CU25CV0T2UQdJbTltJUoa0JDIks2aScZVrsSXhJXEloS3YjwkOwrcUpElYwci4I/VRjjSEZtU5f6tZc+6Ff6WsexNtbs6xgdl2MhxsSamBN75sDjkiTb3L0zlz6kHFMdi5LlaZe+PvhnNimvOdIk33J3chUEyZtkS6Rbk3prYmdCJ5mY3Lmrf9vbXv0XdNpc2i1iQyJMIkuCGxEgkm2U1CG5Kkm8dZyK460yaoukzmovfRn5OhoTkm1Sh2PALj7lnBBbYlzJlrkY7d7z4VvnZDRey7WZawG7aXNE8NTXHGmSb7k7uQqC5DPBSa76il7PX01yE3wtyW0zIpbc1WMzj2+Qajvtai+JckSOI0Ksku2VJEpFO8+Vke6RDyNfq2R7dWlnRO75sDX+xtu5R5gT4z974OY8pFBW51671TZrLI/ukuCxW3OkSb7l7uQqCJLPnZwJX5M9k+65uzl3ciY7OrHpbs64+DZBHbYr2aMnSWaN7JERSc6k9h2JdtZk1LfKyIeZ1L7amZF7jTmxJKZrcT/XfGPbTYXrzIc7a9C1xtrcr9PAlTKm0bgzBMm3tNyyNMk3GsfA5CkJ1dJya9Ik32gcA5OnJFRLy61Jk3yjcQxMnpJQLS23Jk3yjcYxMHlKQrW03Jo0yTcax8DkKQnV0nJr0iTfaBwDk6ckVEvLrUmTfKNxDEyeklAtLbcmTfKNxjEweUpCtbTcmjTJNxrHwOQpCdXScmvSJN9oHAOTpyRUS8utSZN8o3EMTJ6SUC0ttyZN8o3GMTB5SkK1tNyaNMk3GsfA5CkJ1dJya9Ik32gcA5OnJFRLy61Jk3yjcQxMnpJQLS23Jk3yjcYxMHlKQrW03Jo0yTcax8DkKQnV0nJrsonkaTSSRuPFwuSJRPpAXpS6Q+WQvoe2VUb155RDbS+1n9Vlea17ybKPReDpXaA2BKOyRuNFwOSJz0yqWrZVDul7iI1se6xvx0q1t2Z/rf2s/6F2Xors4xB4eheoDcWsvNF4aJg88ZkyKtsqW/oeqv85/jxXqu3n+M71qP9SeS17abKPQeDpXaA2FLPyRuOhYfJEIuV9Fetrm1lZvc+yWr8m9k89+VnLUrI+y2Z1I5n13yqj9jMdh7R9KbIff+DpXaA2FLPyRuOhYfIMEqqW5/0prrNsq1Q9St6P2tVr287ajaTWr7VPWWo7q3uOvUeU/fgDT+8CtaGYlTcaDw2TpySUknVr7ZQsG9VbnvWzdkrW1/Zr194rS23yvsqh7VOW2s7qnmPvEWU//sDTu0BtKGbljcZDw+SJz5QsG9XX8i3XS2VrUvtssbflenRf5dD2yqF6Z+Vb7T2q7McfeHoXqA3BqKzReBEwed789PpJYp3pOsu2Su2zZmPtelY3klq/1h5Z0z/TcUjblyL78Qee3r0JGo2k0XixMHnK5wdy480EU9bKR1Lb5L3XW8T+9pvd1+va1vL89DplVG7ZlvbZNuvq/ah9lmf9qPylyH78gad3jUZjDJOnJNSl5NZtH+rfucZzzTjdiuxjEHh612g0xjB5SkJdUq5lf83uoX6daxzXnp9bkX0cAk/vGo3GGCZPSahLy6V9wJ4yqr8VuXX/Lin7WASe3jUajTFMnpJQLS23Jk3yjcYxeDN5WlpuXfZkH2iSbzQajQdGk3yj0Wg8MJrkG41G42Gx2/3/Okf2M2OJfGkAAAAASUVORK5CYII=</raw>
    </picture>
  </region>
  <region id="38" top="2718" color="#000000" bgColor="#ffffff">
    <area collapsed="true" />
    <region id="39" left="63" top="2736" width="99" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
      <math>
        <input>
          <e type="operand">chr</e>
          <e type="operand" style="string">char</e>
          <e type="operator" args="2">≡</e>
        </input>
      </math>
    </region>
    <region id="40" left="162" top="2736" width="90" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
      <math>
        <input>
          <e type="operand">sz</e>
          <e type="operand" style="string">size</e>
          <e type="operator" args="2">≡</e>
        </input>
      </math>
    </region>
    <region id="41" left="261" top="2736" width="108" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
      <math>
        <input>
          <e type="operand">clr</e>
          <e type="operand" style="string">color</e>
          <e type="operator" args="2">≡</e>
        </input>
      </math>
    </region>
    <region id="42" left="63" top="2772" width="679" height="121" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math>
        <input>
          <e type="operand">vx</e>
          <e type="operand">vy</e>
          <e type="operand">chr</e>
          <e type="operand">sz</e>
          <e type="operand">clr</e>
          <e type="function" args="5">plotG</e>
          <e type="operand">n</e>
          <e type="operand">vx</e>
          <e type="function" preserve="true" args="1">length</e>
          <e type="operator" args="2">:</e>
          <e type="operand">plot</e>
          <e type="operand">vx</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">vy</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">chr</e>
          <e type="operand">sz</e>
          <e type="operand">clr</e>
          <e type="function" preserve="true" args="5">augment</e>
          <e type="operator" args="2">:</e>
          <e type="operand">i</e>
          <e type="operand">2</e>
          <e type="operand">n</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">plot</e>
          <e type="operand">plot</e>
          <e type="operand">vx</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">vy</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">chr</e>
          <e type="operand">sz</e>
          <e type="operand">clr</e>
          <e type="function" preserve="true" args="5">augment</e>
          <e type="function" preserve="true" args="2">stack</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">plot</e>
          <e type="operand">4</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="6">line</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="43" left="63" top="2898" width="432" height="96" border="true" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math>
        <input>
          <e type="operand">Low</e>
          <e type="operand">High</e>
          <e type="operand">step</e>
          <e type="operand">x</e>
          <e type="function" args="1">fnct</e>
          <e type="function" args="4">inc</e>
          <e type="operand">U</e>
          <e type="operand">Low</e>
          <e type="operand">High</e>
          <e type="operand">step</e>
          <e type="function" preserve="true" args="3">range</e>
          <e type="operator" args="2">:</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operand">U</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">f</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">U</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="function" args="1">fnct</e>
          <e type="function" preserve="true" args="1">eval</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">U</e>
          <e type="operand">f</e>
          <e type="function" preserve="true" args="2">augment</e>
          <e type="operand">3</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="5">line</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="44" top="3006" color="#000000" bgColor="#ffffff">
      <area terminator="true" />
    </region>
  </region>
  <region id="45" left="63" top="3060" width="135" height="117" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <description active="true" position="Top" lang="eng">
        <p>{Δ, N] ... min</p>
      </description>
      <input>
        <e type="operand">Data</e>
        <e type="operand">3</e>
        <e type="operand">1.6</e>
        <e type="operand">5</e>
        <e type="operand">4.3</e>
        <e type="operand">7</e>
        <e type="operand">8.4</e>
        <e type="operand">10</e>
        <e type="operand">16.9</e>
        <e type="operand">20</e>
        <e type="operand">70</e>
        <e type="operand">30</e>
        <e type="operand">158.8</e>
        <e type="operand">6</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="14">mat</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="46" left="207" top="3060" width="140" height="49" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="6">
      <input>
        <e type="operand">X</e>
        <e type="operand">Data</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="2">col</e>
        <e type="operator" args="2">:</e>
        <e type="operand">Y</e>
        <e type="operand">Data</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="2">col</e>
        <e type="operator" args="2">:</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">line</e>
      </input>
    </math>
  </region>
  <region id="47" left="414" top="3087" width="85" height="72" color="#000000" bgColor="#fff5eb" fontSize="10">
    <math>
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">φ</e>
        <e type="operand">1</e>
        <e type="operand">x</e>
        <e type="operand">x</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <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>
  </region>
  <region id="48" left="207" top="3114" width="201" height="166" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="6">
      <input>
        <e type="operand">j</e>
        <e type="operand">1</e>
        <e type="operand">x</e>
        <e type="function" args="1">φ</e>
        <e type="function" preserve="true" args="1">length</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">i</e>
        <e type="operand">1</e>
        <e type="operand">X</e>
        <e type="function" preserve="true" args="1">length</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">M</e>
        <e type="operand">i</e>
        <e type="operand">j</e>
        <e type="function" preserve="true" args="3">el</e>
        <e type="operand">X</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="function" args="1">φ</e>
        <e type="operand">j</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operator" args="2">:</e>
        <e type="function" preserve="true" args="3">for</e>
        <e type="function" preserve="true" args="3">for</e>
        <e type="operand">Φ</e>
        <e type="operand">M</e>
        <e type="function" preserve="true" args="1">transpose</e>
        <e type="operand">M</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">:</e>
        <e type="operand">d</e>
        <e type="operand">M</e>
        <e type="function" preserve="true" args="1">transpose</e>
        <e type="operand">Y</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">:</e>
        <e type="operand">b</e>
        <e type="operand">Φ</e>
        <e type="operand">1</e>
        <e type="operator" args="1">-</e>
        <e type="operator" args="2">^</e>
        <e type="function" preserve="true" args="1">eval</e>
        <e type="operand">d</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">:</e>
        <e type="operand">4</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="6">line</e>
      </input>
    </math>
  </region>
  <region id="49" left="414" top="3159" width="113" height="63" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">b</e>
      </input>
      <result action="numeric">
        <e type="operand">0.1393</e>
        <e type="operand">0.0869</e>
        <e type="operator" args="1">-</e>
        <e type="operand">0.1774</e>
        <e type="operand">3</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="5">mat</e>
      </result>
    </math>
  </region>
  <region id="50" left="414" top="3231" width="115" height="26" color="#000000" bgColor="#ffff80" fontSize="10">
    <math optimize="0">
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">fit</e>
        <e type="operand">b</e>
        <e type="operand">x</e>
        <e type="function" args="1">φ</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="51" left="63" top="3294" width="175" height="31" color="#000000" bgColor="#ffffff" fontSize="14">
    <text lang="eng">
      <p bold="true">Setup the plot</p>
    </text>
  </region>
  <region id="52" left="414" top="3312" width="51" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">hr</e>
        <e type="operand">1</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="53" left="63" top="3321" width="231" height="28" color="#000000" bgColor="#ffffff" fontSize="10">
    <math optimize="2">
      <input>
        <e type="operand">Poly</e>
        <e type="operand">0</e>
        <e type="operator" args="1">-</e>
        <e type="operand">50</e>
        <e type="operand">1</e>
        <e type="operand">x</e>
        <e type="function" args="1">fit</e>
        <e type="function" args="4">inc</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="54" left="63" top="3348" width="275" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">data</e>
        <e type="operand">X</e>
        <e type="operand">Y</e>
        <e type="operand" style="string">.</e>
        <e type="operand">14</e>
        <e type="operand" style="string">red</e>
        <e type="function" args="5">plotG</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="55" left="414" top="3348" width="127" height="43" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="1">
      <input>
        <e type="operand">48</e>
        <e type="function" args="1">fit</e>
        <e type="operand">60</e>
        <e type="operator" args="2">/</e>
      </input>
      <contract>
        <e type="operand">hr</e>
      </contract>
      <result action="numeric">
        <e type="operand">6.8</e>
      </result>
    </math>
  </region>
  <region id="56" left="63" top="3384" width="321" height="241" color="#000000" bgColor="#ebebeb" fontSize="10">
    <plot type="2d" render="points" scale_x="0.052028706722719" scale_y="0.592767230335093" scale_z="0.0308409123819429" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="-101" transpose_y="-93" transpose_z="0">
      <description active="true" position="Top" lang="eng">
        <p>Predict Quantum</p>
      </description>
      <input>
        <e type="operand">Poly</e>
        <e type="operand">data</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">sys</e>
      </input>
    </plot>
  </region>
</regions>