highspeed-fmriprep/fmriprep/sub-08/figures/sub-08_ses-02_task-rest_rec-prenorm_run-pre_carpetplot.svg

<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
  "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<!-- Created with matplotlib (http://matplotlib.org/) -->
<svg height="309.883863pt" version="1.1" viewBox="0 0 384.435181 309.883863" width="384.435181pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
 <defs>
  <style type="text/css">
*{stroke-linecap:butt;stroke-linejoin:round;}
  </style>
 </defs>
 <g id="figure_1">
  <g id="patch_1">
   <path d="M 0 309.883863 
L 384.435181 309.883863 
L 384.435181 0 
L 0 0 
z
" style="fill:#ffffff;"/>
  </g>
  <g id="axes_1">
   <g id="patch_2">
    <path d="M 18.697188 37.546752 
L 372.281346 37.546752 
L 372.281346 12 
L 18.697188 12 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_1">
    <g id="xtick_1"/>
    <g id="xtick_2"/>
    <g id="xtick_3"/>
    <g id="xtick_4"/>
    <g id="xtick_5"/>
    <g id="xtick_6"/>
   </g>
   <g id="matplotlib.axis_2"/>
   <g id="line2d_1">
    <path clip-path="url(#p9d0ef6c11a)" d="M 18.697188 23.435706 
L 372.281346 23.435706 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_2">
    <path clip-path="url(#p9d0ef6c11a)" d="M 18.697188 23.060989 
L 20.221257 23.414543 
L 21.745327 23.642038 
L 23.269396 23.563378 
L 24.793466 23.699698 
L 26.317536 24.099224 
L 29.365675 23.978312 
L 30.889745 23.877705 
L 32.413814 23.535119 
L 33.937884 23.539415 
L 35.461954 23.978816 
L 41.558232 23.854953 
L 43.082302 23.679226 
L 44.606372 23.807757 
L 46.130441 24.113695 
L 47.654511 24.199987 
L 49.17858 24.075332 
L 50.70265 23.611498 
L 52.22672 23.31276 
L 56.798929 23.833941 
L 58.322998 23.859465 
L 61.371138 23.401571 
L 62.895207 23.652634 
L 64.419277 24.104575 
L 65.943347 24.231487 
L 67.467416 24.237571 
L 70.515556 23.900229 
L 72.039625 23.622634 
L 73.563695 23.532575 
L 75.087764 23.920412 
L 76.611834 24.04142 
L 81.184043 23.471015 
L 82.708113 23.528807 
L 84.232182 23.897961 
L 85.756252 24.011612 
L 87.280322 23.931296 
L 90.328461 23.510375 
L 91.852531 23.60137 
L 93.3766 23.925836 
L 94.90067 23.885013 
L 96.42474 23.967608 
L 97.948809 23.681374 
L 99.472879 23.730442 
L 100.996949 24.119503 
L 104.045088 24.251623 
L 105.569157 24.236347 
L 107.093227 24.090812 
L 108.617297 23.725678 
L 110.141366 23.601778 
L 111.665436 23.856333 
L 114.713575 23.994716 
L 117.761715 23.869881 
L 119.285784 23.610922 
L 122.333924 24.223219 
L 123.857993 24.305658 
L 126.906133 24.155707 
L 129.954272 23.855925 
L 131.478341 24.088484 
L 134.526481 24.217579 
L 139.09869 23.678662 
L 140.622759 23.778057 
L 142.146829 24.144547 
L 143.670899 24.317742 
L 145.194968 24.265867 
L 149.767177 23.656078 
L 151.291247 23.558458 
L 154.339386 23.829117 
L 155.863456 23.842077 
L 157.387525 23.619262 
L 161.959734 23.443571 
L 163.483804 23.752641 
L 165.007874 23.94392 
L 168.056013 23.810541 
L 171.104152 23.479895 
L 174.152292 23.737426 
L 175.676361 23.832981 
L 178.724501 23.543543 
L 180.24857 23.31858 
L 181.77264 23.248188 
L 183.29671 23.525243 
L 186.344849 23.790153 
L 187.868918 23.708422 
L 190.917058 23.375448 
L 195.489267 23.783241 
L 201.585545 23.697442 
L 204.633685 24.040016 
L 206.157754 24.032192 
L 210.729963 23.660302 
L 213.778102 23.881101 
L 215.302172 23.987768 
L 218.350311 23.699926 
L 219.874381 23.469275 
L 221.398451 23.514695 
L 224.44659 23.92508 
L 229.018799 23.961956 
L 230.542869 23.778381 
L 236.639147 23.96594 
L 238.163217 23.902269 
L 239.687287 23.596714 
L 245.783565 23.879025 
L 248.831704 23.592082 
L 253.403913 24.071576 
L 257.976122 23.547491 
L 259.500192 23.756253 
L 261.024262 24.098876 
L 262.548331 24.156691 
L 267.12054 23.57467 
L 268.64461 23.562826 
L 271.692749 23.942948 
L 273.216819 23.9813 
L 274.740888 23.825253 
L 276.264958 23.535023 
L 277.789028 23.435123 
L 279.313097 23.804037 
L 282.361237 23.778513 
L 285.409376 23.555711 
L 286.933446 23.826225 
L 289.981585 23.883693 
L 294.553794 23.654626 
L 300.650072 23.993252 
L 303.698212 23.668042 
L 305.222281 23.447699 
L 306.746351 23.35302 
L 308.270421 23.665666 
L 309.79449 23.707642 
L 312.84263 23.540711 
L 314.366699 23.168797 
L 315.890769 23.034865 
L 317.414839 23.485667 
L 318.938908 23.680114 
L 321.987048 23.728822 
L 325.035187 23.457251 
L 326.559256 23.566414 
L 328.083326 23.893725 
L 329.607396 23.972084 
L 335.703674 23.436095 
L 338.751814 23.832093 
L 343.324023 23.524331 
L 346.372162 23.895393 
L 350.944371 23.757501 
L 353.99251 24.00032 
L 357.040649 23.810037 
L 360.088789 23.604166 
L 363.136928 23.911821 
L 367.709137 23.761869 
L 370.757276 24.234439 
L 372.281346 24.032408 
L 372.281346 24.032408 
" style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
   </g>
   <g id="text_1">
    <g id="patch_3">
     <path d="M 18.697188 25.935276 
L 29.974688 25.935276 
Q 32.374688 25.935276 32.374688 23.535276 
L 32.374688 15.792776 
Q 32.374688 13.392776 29.974688 13.392776 
L 18.697188 13.392776 
Q 16.297188 13.392776 16.297188 15.792776 
L 16.297188 23.535276 
Q 16.297188 25.935276 18.697188 25.935276 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- GS -->
    <defs>
     <path d="M 59.515625 10.40625 
L 59.515625 29.984375 
L 43.40625 29.984375 
L 43.40625 38.09375 
L 69.28125 38.09375 
L 69.28125 6.78125 
Q 63.578125 2.734375 56.6875 0.65625 
Q 49.8125 -1.421875 42 -1.421875 
Q 24.90625 -1.421875 15.25 8.5625 
Q 5.609375 18.5625 5.609375 36.375 
Q 5.609375 54.25 15.25 64.234375 
Q 24.90625 74.21875 42 74.21875 
Q 49.125 74.21875 55.546875 72.453125 
Q 61.96875 70.703125 67.390625 67.28125 
L 67.390625 56.78125 
Q 61.921875 61.421875 55.765625 63.765625 
Q 49.609375 66.109375 42.828125 66.109375 
Q 29.4375 66.109375 22.71875 58.640625 
Q 16.015625 51.171875 16.015625 36.375 
Q 16.015625 21.625 22.71875 14.15625 
Q 29.4375 6.6875 42.828125 6.6875 
Q 48.046875 6.6875 52.140625 7.59375 
Q 56.25 8.5 59.515625 10.40625 
z
" id="DejaVuSans-47"/>
     <path d="M 53.515625 70.515625 
L 53.515625 60.890625 
Q 47.90625 63.578125 42.921875 64.890625 
Q 37.9375 66.21875 33.296875 66.21875 
Q 25.25 66.21875 20.875 63.09375 
Q 16.5 59.96875 16.5 54.203125 
Q 16.5 49.359375 19.40625 46.890625 
Q 22.3125 44.4375 30.421875 42.921875 
L 36.375 41.703125 
Q 47.40625 39.59375 52.65625 34.296875 
Q 57.90625 29 57.90625 20.125 
Q 57.90625 9.515625 50.796875 4.046875 
Q 43.703125 -1.421875 29.984375 -1.421875 
Q 24.8125 -1.421875 18.96875 -0.25 
Q 13.140625 0.921875 6.890625 3.21875 
L 6.890625 13.375 
Q 12.890625 10.015625 18.65625 8.296875 
Q 24.421875 6.59375 29.984375 6.59375 
Q 38.421875 6.59375 43.015625 9.90625 
Q 47.609375 13.234375 47.609375 19.390625 
Q 47.609375 24.75 44.3125 27.78125 
Q 41.015625 30.8125 33.5 32.328125 
L 27.484375 33.5 
Q 16.453125 35.6875 11.515625 40.375 
Q 6.59375 45.0625 6.59375 53.421875 
Q 6.59375 63.09375 13.40625 68.65625 
Q 20.21875 74.21875 32.171875 74.21875 
Q 37.3125 74.21875 42.625 73.28125 
Q 47.953125 72.359375 53.515625 70.515625 
z
" id="DejaVuSans-53"/>
    </defs>
    <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
     <use xlink:href="#DejaVuSans-47"/>
     <use x="77.490234" xlink:href="#DejaVuSans-53"/>
    </g>
   </g>
   <g id="text_2">
    <g id="patch_4">
     <path d="M 280.129663 22.799651 
L 365.209663 22.799651 
Q 366.409663 22.799651 366.409663 21.599651 
L 366.409663 17.728401 
Q 366.409663 16.528401 365.209663 16.528401 
L 280.129663 16.528401 
Q 278.929663 16.528401 278.929663 17.728401 
L 278.929663 21.599651 
Q 278.929663 22.799651 280.129663 22.799651 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- max: 561.265 $\bullet$ mean: 557.425 $\bullet$ $\sigma$: 1.175 -->
    <defs>
     <path d="M 52 44.1875 
Q 55.375 50.25 60.0625 53.125 
Q 64.75 56 71.09375 56 
Q 79.640625 56 84.28125 50.015625 
Q 88.921875 44.046875 88.921875 33.015625 
L 88.921875 0 
L 79.890625 0 
L 79.890625 32.71875 
Q 79.890625 40.578125 77.09375 44.375 
Q 74.3125 48.1875 68.609375 48.1875 
Q 61.625 48.1875 57.5625 43.546875 
Q 53.515625 38.921875 53.515625 30.90625 
L 53.515625 0 
L 44.484375 0 
L 44.484375 32.71875 
Q 44.484375 40.625 41.703125 44.40625 
Q 38.921875 48.1875 33.109375 48.1875 
Q 26.21875 48.1875 22.15625 43.53125 
Q 18.109375 38.875 18.109375 30.90625 
L 18.109375 0 
L 9.078125 0 
L 9.078125 54.6875 
L 18.109375 54.6875 
L 18.109375 46.1875 
Q 21.1875 51.21875 25.484375 53.609375 
Q 29.78125 56 35.6875 56 
Q 41.65625 56 45.828125 52.96875 
Q 50 49.953125 52 44.1875 
z
" id="DejaVuSans-6d"/>
     <path d="M 34.28125 27.484375 
Q 23.390625 27.484375 19.1875 25 
Q 14.984375 22.515625 14.984375 16.5 
Q 14.984375 11.71875 18.140625 8.90625 
Q 21.296875 6.109375 26.703125 6.109375 
Q 34.1875 6.109375 38.703125 11.40625 
Q 43.21875 16.703125 43.21875 25.484375 
L 43.21875 27.484375 
z
M 52.203125 31.203125 
L 52.203125 0 
L 43.21875 0 
L 43.21875 8.296875 
Q 40.140625 3.328125 35.546875 0.953125 
Q 30.953125 -1.421875 24.3125 -1.421875 
Q 15.921875 -1.421875 10.953125 3.296875 
Q 6 8.015625 6 15.921875 
Q 6 25.140625 12.171875 29.828125 
Q 18.359375 34.515625 30.609375 34.515625 
L 43.21875 34.515625 
L 43.21875 35.40625 
Q 43.21875 41.609375 39.140625 45 
Q 35.0625 48.390625 27.6875 48.390625 
Q 23 48.390625 18.546875 47.265625 
Q 14.109375 46.140625 10.015625 43.890625 
L 10.015625 52.203125 
Q 14.9375 54.109375 19.578125 55.046875 
Q 24.21875 56 28.609375 56 
Q 40.484375 56 46.34375 49.84375 
Q 52.203125 43.703125 52.203125 31.203125 
z
" id="DejaVuSans-61"/>
     <path d="M 54.890625 54.6875 
L 35.109375 28.078125 
L 55.90625 0 
L 45.3125 0 
L 29.390625 21.484375 
L 13.484375 0 
L 2.875 0 
L 24.125 28.609375 
L 4.6875 54.6875 
L 15.28125 54.6875 
L 29.78125 35.203125 
L 44.28125 54.6875 
z
" id="DejaVuSans-78"/>
     <path d="M 11.71875 12.40625 
L 22.015625 12.40625 
L 22.015625 0 
L 11.71875 0 
z
M 11.71875 51.703125 
L 22.015625 51.703125 
L 22.015625 39.3125 
L 11.71875 39.3125 
z
" id="DejaVuSans-3a"/>
     <path id="DejaVuSans-20"/>
     <path d="M 10.796875 72.90625 
L 49.515625 72.90625 
L 49.515625 64.59375 
L 19.828125 64.59375 
L 19.828125 46.734375 
Q 21.96875 47.46875 24.109375 47.828125 
Q 26.265625 48.1875 28.421875 48.1875 
Q 40.625 48.1875 47.75 41.5 
Q 54.890625 34.8125 54.890625 23.390625 
Q 54.890625 11.625 47.5625 5.09375 
Q 40.234375 -1.421875 26.90625 -1.421875 
Q 22.3125 -1.421875 17.546875 -0.640625 
Q 12.796875 0.140625 7.71875 1.703125 
L 7.71875 11.625 
Q 12.109375 9.234375 16.796875 8.0625 
Q 21.484375 6.890625 26.703125 6.890625 
Q 35.15625 6.890625 40.078125 11.328125 
Q 45.015625 15.765625 45.015625 23.390625 
Q 45.015625 31 40.078125 35.4375 
Q 35.15625 39.890625 26.703125 39.890625 
Q 22.75 39.890625 18.8125 39.015625 
Q 14.890625 38.140625 10.796875 36.28125 
z
" id="DejaVuSans-35"/>
     <path d="M 33.015625 40.375 
Q 26.375 40.375 22.484375 35.828125 
Q 18.609375 31.296875 18.609375 23.390625 
Q 18.609375 15.53125 22.484375 10.953125 
Q 26.375 6.390625 33.015625 6.390625 
Q 39.65625 6.390625 43.53125 10.953125 
Q 47.40625 15.53125 47.40625 23.390625 
Q 47.40625 31.296875 43.53125 35.828125 
Q 39.65625 40.375 33.015625 40.375 
z
M 52.59375 71.296875 
L 52.59375 62.3125 
Q 48.875 64.0625 45.09375 64.984375 
Q 41.3125 65.921875 37.59375 65.921875 
Q 27.828125 65.921875 22.671875 59.328125 
Q 17.53125 52.734375 16.796875 39.40625 
Q 19.671875 43.65625 24.015625 45.921875 
Q 28.375 48.1875 33.59375 48.1875 
Q 44.578125 48.1875 50.953125 41.515625 
Q 57.328125 34.859375 57.328125 23.390625 
Q 57.328125 12.15625 50.6875 5.359375 
Q 44.046875 -1.421875 33.015625 -1.421875 
Q 20.359375 -1.421875 13.671875 8.265625 
Q 6.984375 17.96875 6.984375 36.375 
Q 6.984375 53.65625 15.1875 63.9375 
Q 23.390625 74.21875 37.203125 74.21875 
Q 40.921875 74.21875 44.703125 73.484375 
Q 48.484375 72.75 52.59375 71.296875 
z
" id="DejaVuSans-36"/>
     <path d="M 12.40625 8.296875 
L 28.515625 8.296875 
L 28.515625 63.921875 
L 10.984375 60.40625 
L 10.984375 69.390625 
L 28.421875 72.90625 
L 38.28125 72.90625 
L 38.28125 8.296875 
L 54.390625 8.296875 
L 54.390625 0 
L 12.40625 0 
z
" id="DejaVuSans-31"/>
     <path d="M 10.6875 12.40625 
L 21 12.40625 
L 21 0 
L 10.6875 0 
z
" id="DejaVuSans-2e"/>
     <path d="M 19.1875 8.296875 
L 53.609375 8.296875 
L 53.609375 0 
L 7.328125 0 
L 7.328125 8.296875 
Q 12.9375 14.109375 22.625 23.890625 
Q 32.328125 33.6875 34.8125 36.53125 
Q 39.546875 41.84375 41.421875 45.53125 
Q 43.3125 49.21875 43.3125 52.78125 
Q 43.3125 58.59375 39.234375 62.25 
Q 35.15625 65.921875 28.609375 65.921875 
Q 23.96875 65.921875 18.8125 64.3125 
Q 13.671875 62.703125 7.8125 59.421875 
L 7.8125 69.390625 
Q 13.765625 71.78125 18.9375 73 
Q 24.125 74.21875 28.421875 74.21875 
Q 39.75 74.21875 46.484375 68.546875 
Q 53.21875 62.890625 53.21875 53.421875 
Q 53.21875 48.921875 51.53125 44.890625 
Q 49.859375 40.875 45.40625 35.40625 
Q 44.1875 33.984375 37.640625 27.21875 
Q 31.109375 20.453125 19.1875 8.296875 
z
" id="DejaVuSans-32"/>
     <path d="M 16.734375 31.203125 
Q 16.734375 37.265625 20.953125 41.4375 
Q 25.1875 45.609375 31.34375 45.609375 
Q 37.390625 45.609375 41.5625 41.4375 
Q 45.75 37.265625 45.75 31.203125 
Q 45.75 25.109375 41.546875 20.90625 
Q 37.34375 16.703125 31.25 16.703125 
Q 25.140625 16.703125 20.9375 20.90625 
Q 16.734375 25.109375 16.734375 31.203125 
z
" id="DejaVuSans-2219"/>
     <path d="M 56.203125 29.59375 
L 56.203125 25.203125 
L 14.890625 25.203125 
Q 15.484375 15.921875 20.484375 11.0625 
Q 25.484375 6.203125 34.421875 6.203125 
Q 39.59375 6.203125 44.453125 7.46875 
Q 49.3125 8.734375 54.109375 11.28125 
L 54.109375 2.78125 
Q 49.265625 0.734375 44.1875 -0.34375 
Q 39.109375 -1.421875 33.890625 -1.421875 
Q 20.796875 -1.421875 13.15625 6.1875 
Q 5.515625 13.8125 5.515625 26.8125 
Q 5.515625 40.234375 12.765625 48.109375 
Q 20.015625 56 32.328125 56 
Q 43.359375 56 49.78125 48.890625 
Q 56.203125 41.796875 56.203125 29.59375 
z
M 47.21875 32.234375 
Q 47.125 39.59375 43.09375 43.984375 
Q 39.0625 48.390625 32.421875 48.390625 
Q 24.90625 48.390625 20.390625 44.140625 
Q 15.875 39.890625 15.1875 32.171875 
z
" id="DejaVuSans-65"/>
     <path d="M 54.890625 33.015625 
L 54.890625 0 
L 45.90625 0 
L 45.90625 32.71875 
Q 45.90625 40.484375 42.875 44.328125 
Q 39.84375 48.1875 33.796875 48.1875 
Q 26.515625 48.1875 22.3125 43.546875 
Q 18.109375 38.921875 18.109375 30.90625 
L 18.109375 0 
L 9.078125 0 
L 9.078125 54.6875 
L 18.109375 54.6875 
L 18.109375 46.1875 
Q 21.34375 51.125 25.703125 53.5625 
Q 30.078125 56 35.796875 56 
Q 45.21875 56 50.046875 50.171875 
Q 54.890625 44.34375 54.890625 33.015625 
z
" id="DejaVuSans-6e"/>
     <path d="M 8.203125 72.90625 
L 55.078125 72.90625 
L 55.078125 68.703125 
L 28.609375 0 
L 18.3125 0 
L 43.21875 64.59375 
L 8.203125 64.59375 
z
" id="DejaVuSans-37"/>
     <path d="M 37.796875 64.3125 
L 12.890625 25.390625 
L 37.796875 25.390625 
z
M 35.203125 72.90625 
L 47.609375 72.90625 
L 47.609375 25.390625 
L 58.015625 25.390625 
L 58.015625 17.1875 
L 47.609375 17.1875 
L 47.609375 0 
L 37.796875 0 
L 37.796875 17.1875 
L 4.890625 17.1875 
L 4.890625 26.703125 
z
" id="DejaVuSans-34"/>
     <path d="M 34.671875 47.5625 
Q 27.25 47.5625 22.21875 42.1875 
Q 16.890625 36.578125 15.140625 27.296875 
Q 13.1875 17.484375 16.3125 11.8125 
Q 19.390625 6.203125 26.65625 6.203125 
Q 33.84375 6.203125 39.109375 11.859375 
Q 44.4375 17.53125 46.34375 27.296875 
Q 48.046875 36.234375 45.015625 42.1875 
Q 42.1875 47.5625 34.671875 47.5625 
z
M 36.078125 54.734375 
L 65.921875 54.6875 
L 64.15625 45.703125 
L 54.109375 45.703125 
Q 57.90625 38.09375 55.859375 27.296875 
Q 53.21875 13.875 45.0625 6.25 
Q 36.859375 -1.421875 25.140625 -1.421875 
Q 13.375 -1.421875 8.203125 6.25 
Q 3.03125 13.875 5.671875 27.296875 
Q 8.25 40.765625 16.40625 48.390625 
Q 23.1875 54.734375 36.078125 54.734375 
z
" id="DejaVuSans-Oblique-3c3"/>
    </defs>
    <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(569.550781 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(633.173828 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(696.796875 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.583984 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.181641 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(822.96875 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.380859 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.904297 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.183594 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.5625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.253906 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1172.041016 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1235.664062 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1299.177734 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1362.800781 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.587891 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1458.210938 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1521.833984 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1585.457031 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.244141 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1679.841797 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.628906 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.007812 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.699219 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.486328 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1904.109375 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1935.896484 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1999.519531 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(2063.142578 0.78125)" xlink:href="#DejaVuSans-35"/>
    </g>
   </g>
   <g id="text_3">
    <!-- 559.23 -->
    <defs>
     <path d="M 10.984375 1.515625 
L 10.984375 10.5 
Q 14.703125 8.734375 18.5 7.8125 
Q 22.3125 6.890625 25.984375 6.890625 
Q 35.75 6.890625 40.890625 13.453125 
Q 46.046875 20.015625 46.78125 33.40625 
Q 43.953125 29.203125 39.59375 26.953125 
Q 35.25 24.703125 29.984375 24.703125 
Q 19.046875 24.703125 12.671875 31.3125 
Q 6.296875 37.9375 6.296875 49.421875 
Q 6.296875 60.640625 12.9375 67.421875 
Q 19.578125 74.21875 30.609375 74.21875 
Q 43.265625 74.21875 49.921875 64.515625 
Q 56.59375 54.828125 56.59375 36.375 
Q 56.59375 19.140625 48.40625 8.859375 
Q 40.234375 -1.421875 26.421875 -1.421875 
Q 22.703125 -1.421875 18.890625 -0.6875 
Q 15.09375 0.046875 10.984375 1.515625 
z
M 30.609375 32.421875 
Q 37.25 32.421875 41.125 36.953125 
Q 45.015625 41.5 45.015625 49.421875 
Q 45.015625 57.28125 41.125 61.84375 
Q 37.25 66.40625 30.609375 66.40625 
Q 23.96875 66.40625 20.09375 61.84375 
Q 16.21875 57.28125 16.21875 49.421875 
Q 16.21875 41.5 20.09375 36.953125 
Q 23.96875 32.421875 30.609375 32.421875 
z
" id="DejaVuSans-39"/>
     <path d="M 40.578125 39.3125 
Q 47.65625 37.796875 51.625 33 
Q 55.609375 28.21875 55.609375 21.1875 
Q 55.609375 10.40625 48.1875 4.484375 
Q 40.765625 -1.421875 27.09375 -1.421875 
Q 22.515625 -1.421875 17.65625 -0.515625 
Q 12.796875 0.390625 7.625 2.203125 
L 7.625 11.71875 
Q 11.71875 9.328125 16.59375 8.109375 
Q 21.484375 6.890625 26.8125 6.890625 
Q 36.078125 6.890625 40.9375 10.546875 
Q 45.796875 14.203125 45.796875 21.1875 
Q 45.796875 27.640625 41.28125 31.265625 
Q 36.765625 34.90625 28.71875 34.90625 
L 20.21875 34.90625 
L 20.21875 43.015625 
L 29.109375 43.015625 
Q 36.375 43.015625 40.234375 45.921875 
Q 44.09375 48.828125 44.09375 54.296875 
Q 44.09375 59.90625 40.109375 62.90625 
Q 36.140625 65.921875 28.71875 65.921875 
Q 24.65625 65.921875 20.015625 65.03125 
Q 15.375 64.15625 9.8125 62.3125 
L 9.8125 71.09375 
Q 15.4375 72.65625 20.34375 73.4375 
Q 25.25 74.21875 29.59375 74.21875 
Q 40.828125 74.21875 47.359375 69.109375 
Q 53.90625 64.015625 53.90625 55.328125 
Q 53.90625 49.265625 50.4375 45.09375 
Q 46.96875 40.921875 40.578125 39.3125 
z
" id="DejaVuSans-33"/>
    </defs>
    <g style="fill:#d3d3d3;" transform="translate(7.2 24.263519)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-35"/>
     <use x="63.623047" xlink:href="#DejaVuSans-35"/>
     <use x="127.246094" xlink:href="#DejaVuSans-39"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-32"/>
     <use x="286.279297" xlink:href="#DejaVuSans-33"/>
    </g>
   </g>
  </g>
  <g id="axes_2">
   <g id="patch_5">
    <path d="M 18.697188 65.2224 
L 372.281346 65.2224 
L 372.281346 39.675648 
L 18.697188 39.675648 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_3">
    <g id="xtick_7"/>
    <g id="xtick_8"/>
    <g id="xtick_9"/>
    <g id="xtick_10"/>
    <g id="xtick_11"/>
    <g id="xtick_12"/>
   </g>
   <g id="matplotlib.axis_4"/>
   <g id="line2d_3">
    <path clip-path="url(#pef0400ef2f)" d="M 18.697188 51.905756 
L 372.281346 51.905756 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_4">
    <path clip-path="url(#pef0400ef2f)" d="M 18.697188 49.905047 
L 20.221257 51.33955 
L 23.269396 52.404499 
L 24.793466 52.676908 
L 26.317536 52.709112 
L 27.841605 52.186199 
L 29.365675 52.154139 
L 30.889745 52.349042 
L 32.413814 52.753162 
L 33.937884 52.425095 
L 38.510093 51.876461 
L 41.558232 52.287771 
L 43.082302 52.179257 
L 46.130441 52.536497 
L 47.654511 52.111466 
L 49.17858 52.456332 
L 52.22672 52.491328 
L 55.274859 52.443281 
L 56.798929 51.769984 
L 58.322998 52.14693 
L 61.371138 52.357179 
L 62.895207 52.610637 
L 64.419277 52.477855 
L 65.943347 52.467758 
L 67.467416 52.216461 
L 68.991486 52.392824 
L 72.039625 52.285869 
L 73.563695 52.450643 
L 75.087764 52.346078 
L 76.611834 51.971236 
L 78.135904 51.862062 
L 79.659973 51.984737 
L 81.184043 52.278669 
L 82.708113 52.143841 
L 84.232182 52.301119 
L 85.756252 52.235173 
L 87.280322 52.303672 
L 88.804391 52.194976 
L 91.852531 52.566587 
L 94.90067 51.51075 
L 96.42474 52.015592 
L 99.472879 52.454018 
L 100.996949 52.175853 
L 102.521018 52.530492 
L 104.045088 52.301492 
L 105.569157 52.329881 
L 107.093227 52.587708 
L 111.665436 52.416021 
L 113.189506 52.171684 
L 114.713575 51.774028 
L 116.237645 52.187767 
L 120.809854 52.617703 
L 123.857993 52.311542 
L 125.382063 52.078708 
L 126.906133 52.259517 
L 128.430202 52.303634 
L 131.478341 52.573156 
L 133.002411 52.142952 
L 134.526481 52.300192 
L 137.57462 52.060311 
L 139.09869 52.128533 
L 140.622759 52.504657 
L 142.146829 52.109745 
L 143.670899 52.393704 
L 145.194968 52.486117 
L 148.243108 52.204165 
L 149.767177 52.230345 
L 151.291247 52.371034 
L 152.815317 52.302812 
L 155.863456 52.43479 
L 157.387525 52.291797 
L 158.911595 52.332663 
L 160.435665 52.217188 
L 165.007874 52.362227 
L 168.056013 51.978694 
L 169.580083 52.373873 
L 171.104152 52.458704 
L 172.628222 52.417388 
L 174.152292 52.144405 
L 175.676361 52.232037 
L 177.200431 51.953528 
L 180.24857 52.419559 
L 183.29671 52.261181 
L 184.820779 52.17593 
L 186.344849 51.867043 
L 189.392988 52.025335 
L 190.917058 52.361137 
L 193.965197 52.247575 
L 197.013336 51.916897 
L 198.537406 51.843005 
L 200.061476 52.108511 
L 203.109615 52.294713 
L 209.205894 52.117948 
L 210.729963 52.338811 
L 212.254033 52.346078 
L 215.302172 51.993447 
L 216.826242 52.150123 
L 218.350311 52.152408 
L 219.874381 52.317145 
L 221.398451 52.617684 
L 222.92252 52.418975 
L 224.44659 52.434666 
L 225.97066 52.226109 
L 227.494729 52.268495 
L 229.018799 52.948237 
L 235.115078 52.216232 
L 239.687287 52.675445 
L 242.735426 52.49019 
L 244.259495 52.045233 
L 245.783565 52.440862 
L 247.307635 52.168558 
L 248.831704 52.485677 
L 250.355774 52.237965 
L 251.879844 52.471956 
L 253.403913 52.228863 
L 254.927983 52.446321 
L 256.452053 52.320625 
L 257.976122 52.321476 
L 259.500192 52.656026 
L 262.548331 52.390807 
L 267.12054 52.55735 
L 268.64461 52.604221 
L 270.168679 52.491003 
L 271.692749 52.506062 
L 273.216819 52.318082 
L 276.264958 52.666993 
L 279.313097 52.80815 
L 280.837167 52.07845 
L 282.361237 51.975022 
L 283.885306 52.491806 
L 286.933446 52.551288 
L 288.457515 52.37439 
L 291.505655 52.503509 
L 293.029724 52.470627 
L 294.553794 52.049832 
L 296.077863 51.776323 
L 297.601933 52.238826 
L 299.126003 52.404929 
L 300.650072 52.362763 
L 302.174142 52.484931 
L 303.698212 52.206632 
L 305.222281 52.346078 
L 306.746351 52.604986 
L 308.270421 52.635468 
L 309.79449 52.074128 
L 311.31856 51.889044 
L 312.84263 52.345772 
L 317.414839 52.636931 
L 320.462978 52.40775 
L 325.035187 52.553784 
L 326.559256 52.874976 
L 331.131465 52.524401 
L 332.655535 52.534584 
L 334.179605 52.421834 
L 335.703674 52.675809 
L 337.227744 52.573337 
L 338.751814 52.214214 
L 340.275883 52.229044 
L 341.799953 52.543983 
L 343.324023 52.673313 
L 346.372162 52.265101 
L 347.896232 52.270733 
L 349.420301 52.604938 
L 350.944371 52.820169 
L 352.46844 52.563738 
L 355.51658 52.551891 
L 357.040649 52.363117 
L 360.088789 52.503318 
L 361.612858 52.526247 
L 363.136928 52.17004 
L 364.660998 52.225201 
L 366.185067 52.111389 
L 367.709137 52.335608 
L 369.233207 52.857985 
L 370.757276 52.761595 
L 372.281346 52.977849 
L 372.281346 52.977849 
" style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
   </g>
   <g id="text_4">
    <g id="patch_6">
     <path d="M 18.697188 53.610924 
L 45.240938 53.610924 
Q 47.640938 53.610924 47.640938 51.210924 
L 47.640938 43.468424 
Q 47.640938 41.068424 45.240938 41.068424 
L 18.697188 41.068424 
Q 16.297188 41.068424 16.297188 43.468424 
L 16.297188 51.210924 
Q 16.297188 53.610924 18.697188 53.610924 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- GSCSF -->
    <defs>
     <path d="M 64.40625 67.28125 
L 64.40625 56.890625 
Q 59.421875 61.53125 53.78125 63.8125 
Q 48.140625 66.109375 41.796875 66.109375 
Q 29.296875 66.109375 22.65625 58.46875 
Q 16.015625 50.828125 16.015625 36.375 
Q 16.015625 21.96875 22.65625 14.328125 
Q 29.296875 6.6875 41.796875 6.6875 
Q 48.140625 6.6875 53.78125 8.984375 
Q 59.421875 11.28125 64.40625 15.921875 
L 64.40625 5.609375 
Q 59.234375 2.09375 53.4375 0.328125 
Q 47.65625 -1.421875 41.21875 -1.421875 
Q 24.65625 -1.421875 15.125 8.703125 
Q 5.609375 18.84375 5.609375 36.375 
Q 5.609375 53.953125 15.125 64.078125 
Q 24.65625 74.21875 41.21875 74.21875 
Q 47.75 74.21875 53.53125 72.484375 
Q 59.328125 70.75 64.40625 67.28125 
z
" id="DejaVuSans-43"/>
     <path d="M 9.8125 72.90625 
L 51.703125 72.90625 
L 51.703125 64.59375 
L 19.671875 64.59375 
L 19.671875 43.109375 
L 48.578125 43.109375 
L 48.578125 34.8125 
L 19.671875 34.8125 
L 19.671875 0 
L 9.8125 0 
z
" id="DejaVuSans-46"/>
    </defs>
    <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
     <use xlink:href="#DejaVuSans-47"/>
     <use x="77.490234" xlink:href="#DejaVuSans-53"/>
     <use x="140.966797" xlink:href="#DejaVuSans-43"/>
     <use x="210.791016" xlink:href="#DejaVuSans-53"/>
     <use x="274.267578" xlink:href="#DejaVuSans-46"/>
    </g>
   </g>
   <g id="text_5">
    <g id="patch_7">
     <path d="M 280.129663 50.475299 
L 365.209663 50.475299 
Q 366.409663 50.475299 366.409663 49.275299 
L 366.409663 45.404049 
Q 366.409663 44.204049 365.209663 44.204049 
L 280.129663 44.204049 
Q 278.929663 44.204049 278.929663 45.404049 
L 278.929663 49.275299 
Q 278.929663 50.475299 280.129663 50.475299 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- max: 652.982 $\bullet$ mean: 637.484 $\bullet$ $\sigma$: 1.845 -->
    <defs>
     <path d="M 31.78125 34.625 
Q 24.75 34.625 20.71875 30.859375 
Q 16.703125 27.09375 16.703125 20.515625 
Q 16.703125 13.921875 20.71875 10.15625 
Q 24.75 6.390625 31.78125 6.390625 
Q 38.8125 6.390625 42.859375 10.171875 
Q 46.921875 13.96875 46.921875 20.515625 
Q 46.921875 27.09375 42.890625 30.859375 
Q 38.875 34.625 31.78125 34.625 
z
M 21.921875 38.8125 
Q 15.578125 40.375 12.03125 44.71875 
Q 8.5 49.078125 8.5 55.328125 
Q 8.5 64.0625 14.71875 69.140625 
Q 20.953125 74.21875 31.78125 74.21875 
Q 42.671875 74.21875 48.875 69.140625 
Q 55.078125 64.0625 55.078125 55.328125 
Q 55.078125 49.078125 51.53125 44.71875 
Q 48 40.375 41.703125 38.8125 
Q 48.828125 37.15625 52.796875 32.3125 
Q 56.78125 27.484375 56.78125 20.515625 
Q 56.78125 9.90625 50.3125 4.234375 
Q 43.84375 -1.421875 31.78125 -1.421875 
Q 19.734375 -1.421875 13.25 4.234375 
Q 6.78125 9.90625 6.78125 20.515625 
Q 6.78125 27.484375 10.78125 32.3125 
Q 14.796875 37.15625 21.921875 38.8125 
z
M 18.3125 54.390625 
Q 18.3125 48.734375 21.84375 45.5625 
Q 25.390625 42.390625 31.78125 42.390625 
Q 38.140625 42.390625 41.71875 45.5625 
Q 45.3125 48.734375 45.3125 54.390625 
Q 45.3125 60.0625 41.71875 63.234375 
Q 38.140625 66.40625 31.78125 66.40625 
Q 25.390625 66.40625 21.84375 63.234375 
Q 18.3125 60.0625 18.3125 54.390625 
z
" id="DejaVuSans-38"/>
    </defs>
    <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1936.052734 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1999.675781 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(2063.298828 0.78125)" xlink:href="#DejaVuSans-35"/>
    </g>
   </g>
   <g id="text_6">
    <!-- 640.21 -->
    <defs>
     <path d="M 31.78125 66.40625 
Q 24.171875 66.40625 20.328125 58.90625 
Q 16.5 51.421875 16.5 36.375 
Q 16.5 21.390625 20.328125 13.890625 
Q 24.171875 6.390625 31.78125 6.390625 
Q 39.453125 6.390625 43.28125 13.890625 
Q 47.125 21.390625 47.125 36.375 
Q 47.125 51.421875 43.28125 58.90625 
Q 39.453125 66.40625 31.78125 66.40625 
z
M 31.78125 74.21875 
Q 44.046875 74.21875 50.515625 64.515625 
Q 56.984375 54.828125 56.984375 36.375 
Q 56.984375 17.96875 50.515625 8.265625 
Q 44.046875 -1.421875 31.78125 -1.421875 
Q 19.53125 -1.421875 13.0625 8.265625 
Q 6.59375 17.96875 6.59375 36.375 
Q 6.59375 54.828125 13.0625 64.515625 
Q 19.53125 74.21875 31.78125 74.21875 
z
" id="DejaVuSans-30"/>
    </defs>
    <g style="fill:#d3d3d3;" transform="translate(7.2 52.733569)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-36"/>
     <use x="63.623047" xlink:href="#DejaVuSans-34"/>
     <use x="127.246094" xlink:href="#DejaVuSans-30"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-32"/>
     <use x="286.279297" xlink:href="#DejaVuSans-31"/>
    </g>
   </g>
  </g>
  <g id="axes_3">
   <g id="patch_8">
    <path d="M 18.697188 92.898048 
L 372.281346 92.898048 
L 372.281346 67.351296 
L 18.697188 67.351296 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_5">
    <g id="xtick_13"/>
    <g id="xtick_14"/>
    <g id="xtick_15"/>
    <g id="xtick_16"/>
    <g id="xtick_17"/>
    <g id="xtick_18"/>
   </g>
   <g id="matplotlib.axis_6"/>
   <g id="line2d_5">
    <path clip-path="url(#p7f1e0e57ad)" d="M 18.697188 78.710405 
L 372.281346 78.710405 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_6">
    <path clip-path="url(#p7f1e0e57ad)" d="M 18.697188 78.760779 
L 20.221257 78.845208 
L 23.269396 78.680432 
L 24.793466 78.603101 
L 26.317536 78.804508 
L 29.365675 78.641614 
L 30.889745 78.835302 
L 32.413814 78.788918 
L 33.937884 78.504778 
L 35.461954 78.58881 
L 36.986023 78.468908 
L 38.510093 78.505328 
L 41.558232 78.85881 
L 43.082302 78.764615 
L 44.606372 78.80597 
L 46.130441 78.964314 
L 49.17858 78.948023 
L 52.22672 78.627019 
L 53.750789 78.601686 
L 56.798929 78.767796 
L 64.419277 78.964759 
L 67.467416 79.118717 
L 68.991486 79.108531 
L 70.515556 78.863348 
L 73.563695 78.651263 
L 75.087764 78.699226 
L 76.611834 78.880575 
L 82.708113 78.931181 
L 85.756252 79.067176 
L 88.804391 78.971507 
L 90.328461 78.806075 
L 93.3766 78.836472 
L 94.90067 78.920258 
L 96.42474 78.87178 
L 102.521018 79.225543 
L 107.093227 79.072556 
L 110.141366 78.863898 
L 111.665436 78.837478 
L 114.713575 79.063223 
L 120.809854 78.956549 
L 123.857993 79.245835 
L 125.382063 79.2576 
L 128.430202 79.078696 
L 129.954272 78.972384 
L 133.002411 79.048603 
L 136.05055 79.161113 
L 139.09869 78.899557 
L 142.146829 79.012897 
L 143.670899 79.217754 
L 146.719038 79.146974 
L 148.243108 78.961449 
L 151.291247 78.852951 
L 152.815317 79.056626 
L 158.911595 78.960642 
L 161.959734 78.882353 
L 168.056013 79.153745 
L 172.628222 78.997307 
L 175.676361 79.090917 
L 180.24857 78.950257 
L 181.77264 78.882493 
L 186.344849 79.160669 
L 187.868918 79.159569 
L 189.392988 79.012231 
L 195.489267 79.017435 
L 197.013336 79.102449 
L 198.537406 79.057211 
L 201.585545 79.147289 
L 203.109615 79.107735 
L 204.633685 79.284629 
L 209.205894 79.21407 
L 210.729963 79.006921 
L 221.398451 79.165405 
L 222.92252 79.121477 
L 224.44659 79.321259 
L 236.639147 79.281249 
L 238.163217 79.368075 
L 241.211356 79.336545 
L 244.259495 79.3461 
L 250.355774 79.129781 
L 253.403913 79.311715 
L 254.927983 79.311867 
L 256.452053 79.129009 
L 259.500192 79.220386 
L 264.072401 79.435441 
L 268.64461 79.269916 
L 270.168679 79.252326 
L 271.692749 79.391244 
L 274.740888 79.297774 
L 277.789028 79.306698 
L 280.837167 79.390542 
L 283.885306 79.341001 
L 297.601933 79.240584 
L 300.650072 79.439675 
L 305.222281 79.250127 
L 308.270421 79.263542 
L 309.79449 79.323492 
L 311.31856 79.251051 
L 312.84263 79.300359 
L 314.366699 79.183685 
L 317.414839 79.320756 
L 321.987048 79.430096 
L 326.559256 79.367842 
L 329.607396 79.559857 
L 335.703674 79.269542 
L 340.275883 79.354789 
L 343.324023 79.414249 
L 346.372162 79.455136 
L 347.896232 79.300827 
L 349.420301 79.478971 
L 355.51658 79.410214 
L 361.612858 79.246197 
L 366.185067 79.32927 
L 367.709137 79.297201 
L 369.233207 79.505824 
L 372.281346 79.522081 
L 372.281346 79.522081 
" style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
   </g>
   <g id="text_7">
    <g id="patch_9">
     <path d="M 18.697188 81.286572 
L 44.787188 81.286572 
Q 47.187188 81.286572 47.187188 78.886572 
L 47.187188 71.144072 
Q 47.187188 68.744072 44.787188 68.744072 
L 18.697188 68.744072 
Q 16.297188 68.744072 16.297188 71.144072 
L 16.297188 78.886572 
Q 16.297188 81.286572 18.697188 81.286572 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- GSWM -->
    <defs>
     <path d="M 3.328125 72.90625 
L 13.28125 72.90625 
L 28.609375 11.28125 
L 43.890625 72.90625 
L 54.984375 72.90625 
L 70.3125 11.28125 
L 85.59375 72.90625 
L 95.609375 72.90625 
L 77.296875 0 
L 64.890625 0 
L 49.515625 63.28125 
L 33.984375 0 
L 21.578125 0 
z
" id="DejaVuSans-57"/>
     <path d="M 9.8125 72.90625 
L 24.515625 72.90625 
L 43.109375 23.296875 
L 61.8125 72.90625 
L 76.515625 72.90625 
L 76.515625 0 
L 66.890625 0 
L 66.890625 64.015625 
L 48.09375 14.015625 
L 38.1875 14.015625 
L 19.390625 64.015625 
L 19.390625 0 
L 9.8125 0 
z
" id="DejaVuSans-4d"/>
    </defs>
    <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
     <use xlink:href="#DejaVuSans-47"/>
     <use x="77.490234" xlink:href="#DejaVuSans-53"/>
     <use x="140.966797" xlink:href="#DejaVuSans-57"/>
     <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
    </g>
   </g>
   <g id="text_8">
    <g id="patch_10">
     <path d="M 280.129663 78.150947 
L 365.209663 78.150947 
Q 366.409663 78.150947 366.409663 76.950947 
L 366.409663 73.079697 
Q 366.409663 71.879697 365.209663 71.879697 
L 280.129663 71.879697 
Q 278.929663 71.879697 278.929663 73.079697 
L 278.929663 76.950947 
Q 278.929663 78.150947 280.129663 78.150947 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- max: 580.197 $\bullet$ mean: 576.817 $\bullet$ $\sigma$: 1.212 -->
    <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1235.632812 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1299.255859 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1362.878906 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.634766 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1458.257812 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1521.880859 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1585.503906 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.291016 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1679.888672 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.675781 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.054688 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.746094 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.533203 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1904.15625 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1935.865234 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1999.488281 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(2063.111328 0.78125)" xlink:href="#DejaVuSans-32"/>
    </g>
   </g>
   <g id="text_9">
    <!-- 578.94 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 79.538217)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-35"/>
     <use x="63.623047" xlink:href="#DejaVuSans-37"/>
     <use x="127.246094" xlink:href="#DejaVuSans-38"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-39"/>
     <use x="286.279297" xlink:href="#DejaVuSans-34"/>
    </g>
   </g>
  </g>
  <g id="axes_4">
   <g id="patch_11">
    <path d="M 18.697188 120.573696 
L 372.281346 120.573696 
L 372.281346 95.026944 
L 18.697188 95.026944 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_7">
    <g id="xtick_19"/>
    <g id="xtick_20"/>
    <g id="xtick_21"/>
    <g id="xtick_22"/>
    <g id="xtick_23"/>
    <g id="xtick_24"/>
   </g>
   <g id="matplotlib.axis_8"/>
   <g id="line2d_7">
    <path clip-path="url(#p032643b8cc)" d="M 18.697188 102.773524 
L 372.281346 102.773524 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_8">
    <path clip-path="url(#p032643b8cc)" d="M 20.221257 100.7639 
L 21.745327 108.440976 
L 23.269396 107.999217 
L 24.793466 108.678576 
L 26.317536 108.955811 
L 27.841605 107.868372 
L 29.365675 107.702318 
L 30.889745 105.586876 
L 32.413814 105.423253 
L 33.937884 103.660943 
L 36.986023 108.870316 
L 38.510093 107.387918 
L 40.034163 108.466102 
L 41.558232 106.746312 
L 43.082302 105.590145 
L 44.606372 100.394242 
L 46.130441 100.777191 
L 47.654511 102.943196 
L 49.17858 106.686391 
L 50.70265 106.01162 
L 52.22672 105.142088 
L 53.750789 107.544369 
L 55.274859 105.911195 
L 56.798929 102.626116 
L 58.322998 107.898024 
L 59.847068 108.996145 
L 61.371138 105.236527 
L 62.895207 106.662899 
L 64.419277 112.01491 
L 65.943347 110.519569 
L 67.467416 103.635054 
L 68.991486 106.263277 
L 70.515556 107.917579 
L 72.039625 109.007872 
L 73.563695 106.340356 
L 75.087764 110.040815 
L 76.611834 107.482116 
L 78.135904 106.65006 
L 79.659973 104.107681 
L 81.184043 105.518704 
L 82.708113 102.54048 
L 84.232182 100.722874 
L 85.756252 107.332518 
L 87.280322 109.536558 
L 88.804391 106.95555 
L 90.328461 106.186655 
L 91.852531 105.876602 
L 93.3766 104.962805 
L 94.90067 106.101297 
L 96.42474 108.412756 
L 97.948809 109.065147 
L 99.472879 106.045515 
L 100.996949 108.666222 
L 102.521018 109.29861 
L 104.045088 104.786695 
L 105.569157 104.668765 
L 107.093227 108.901179 
L 108.617297 108.126887 
L 110.141366 105.703135 
L 111.665436 112.467388 
L 113.189506 108.845572 
L 114.713575 102.565639 
L 116.237645 105.528519 
L 117.761715 109.305501 
L 119.285784 104.375205 
L 120.809854 111.60325 
L 122.333924 111.810227 
L 123.857993 105.809791 
L 125.382063 103.885251 
L 126.906133 110.482857 
L 128.430202 110.517271 
L 129.954272 106.982173 
L 131.478341 107.317103 
L 133.002411 104.203165 
L 134.526481 106.115285 
L 136.05055 108.755969 
L 137.57462 106.969994 
L 139.09869 107.512913 
L 140.622759 108.518366 
L 142.146829 110.621247 
L 143.670899 106.195528 
L 145.194968 107.992953 
L 146.719038 109.104713 
L 148.243108 108.451587 
L 149.767177 107.983939 
L 151.291247 104.263958 
L 152.815317 106.913483 
L 154.339386 107.576037 
L 155.863456 105.266279 
L 157.387525 107.184558 
L 158.911595 109.989178 
L 160.435665 108.992109 
L 161.959734 104.518366 
L 163.483804 109.858126 
L 165.007874 111.220121 
L 166.531943 107.685684 
L 168.056013 106.456827 
L 169.580083 110.503735 
L 171.104152 104.453574 
L 172.628222 106.983078 
L 174.152292 108.545126 
L 177.200431 104.171327 
L 178.724501 107.784545 
L 180.24857 105.859553 
L 181.77264 102.894131 
L 183.29671 110.874228 
L 184.820779 106.583456 
L 186.344849 101.771929 
L 189.392988 110.502204 
L 190.917058 107.715402 
L 192.441127 109.347568 
L 193.965197 109.916206 
L 195.489267 108.377608 
L 197.013336 107.123625 
L 198.537406 110.309108 
L 200.061476 110.901826 
L 201.585545 105.143826 
L 203.109615 103.565351 
L 204.633685 106.360678 
L 206.157754 109.828097 
L 207.681824 109.201487 
L 209.205894 111.163402 
L 210.729963 109.656123 
L 212.254033 105.797819 
L 213.778102 100.010661 
L 215.302172 100.693467 
L 216.826242 107.147427 
L 218.350311 108.583162 
L 219.874381 107.29323 
L 221.398451 105.544353 
L 222.92252 111.786702 
L 224.44659 111.24577 
L 225.97066 106.894239 
L 227.494729 106.725675 
L 229.018799 108.855316 
L 230.542869 108.702241 
L 232.066938 107.418677 
L 233.591008 108.642249 
L 235.115078 108.097937 
L 236.639147 110.600058 
L 238.163217 108.860605 
L 239.687287 103.312963 
L 242.735426 106.424184 
L 244.259495 107.175756 
L 245.783565 110.071994 
L 247.307635 106.033925 
L 248.831704 107.780612 
L 250.355774 107.231848 
L 251.879844 103.175822 
L 253.403913 106.964913 
L 254.927983 110.249327 
L 256.452053 108.70478 
L 257.976122 111.043626 
L 259.500192 106.090889 
L 261.024262 104.690999 
L 262.548331 106.463402 
L 264.072401 110.151474 
L 265.596471 108.582917 
L 267.12054 108.20407 
L 268.64461 105.284236 
L 270.168679 102.994004 
L 271.692749 104.751547 
L 273.216819 107.464055 
L 274.740888 107.954536 
L 276.264958 109.648503 
L 277.789028 105.460487 
L 279.313097 110.761275 
L 280.837167 106.242644 
L 282.361237 107.126168 
L 283.885306 110.831497 
L 285.409376 105.456592 
L 286.933446 106.809992 
L 288.457515 107.631644 
L 289.981585 110.778188 
L 291.505655 112.616045 
L 294.553794 103.99511 
L 296.077863 105.839301 
L 297.601933 108.38349 
L 299.126003 108.152221 
L 300.650072 105.6801 
L 303.698212 109.953159 
L 305.222281 113.34089 
L 306.746351 110.367569 
L 308.270421 114.740534 
L 309.79449 109.768454 
L 311.31856 108.289432 
L 312.84263 109.944252 
L 314.366699 109.976264 
L 315.890769 105.966346 
L 317.414839 110.666031 
L 318.938908 111.049682 
L 320.462978 108.611067 
L 321.987048 109.922399 
L 323.511117 108.913429 
L 325.035187 107.013489 
L 326.559256 104.335017 
L 328.083326 106.330093 
L 329.607396 109.721719 
L 331.131465 111.330851 
L 332.655535 110.797883 
L 334.179605 109.871803 
L 335.703674 105.895324 
L 338.751814 102.513964 
L 340.275883 107.353259 
L 341.799953 107.631922 
L 343.324023 107.141267 
L 344.848092 108.144916 
L 346.372162 107.627467 
L 347.896232 109.300207 
L 349.420301 108.508937 
L 350.944371 104.899125 
L 352.46844 102.010786 
L 353.99251 102.908538 
L 355.51658 107.554147 
L 357.040649 108.519308 
L 358.564719 111.158462 
L 360.088789 108.838997 
L 361.612858 107.154355 
L 363.136928 106.216722 
L 364.660998 110.852586 
L 366.185067 110.284923 
L 367.709137 113.451478 
L 369.233207 104.579299 
L 370.757276 108.486039 
L 372.281346 106.375504 
L 372.281346 106.375504 
" style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
   </g>
   <g id="text_10">
    <g id="patch_12">
     <path d="M 18.697188 108.96222 
L 46.430938 108.96222 
Q 48.830938 108.96222 48.830938 106.56222 
L 48.830938 98.81972 
Q 48.830938 96.41972 46.430938 96.41972 
L 18.697188 96.41972 
Q 16.297188 96.41972 16.297188 98.81972 
L 16.297188 106.56222 
Q 16.297188 108.96222 18.697188 108.96222 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- DVARS -->
    <defs>
     <path d="M 19.671875 64.796875 
L 19.671875 8.109375 
L 31.59375 8.109375 
Q 46.6875 8.109375 53.6875 14.9375 
Q 60.6875 21.78125 60.6875 36.53125 
Q 60.6875 51.171875 53.6875 57.984375 
Q 46.6875 64.796875 31.59375 64.796875 
z
M 9.8125 72.90625 
L 30.078125 72.90625 
Q 51.265625 72.90625 61.171875 64.09375 
Q 71.09375 55.28125 71.09375 36.53125 
Q 71.09375 17.671875 61.125 8.828125 
Q 51.171875 0 30.078125 0 
L 9.8125 0 
z
" id="DejaVuSans-44"/>
     <path d="M 28.609375 0 
L 0.78125 72.90625 
L 11.078125 72.90625 
L 34.1875 11.53125 
L 57.328125 72.90625 
L 67.578125 72.90625 
L 39.796875 0 
z
" id="DejaVuSans-56"/>
     <path d="M 34.1875 63.1875 
L 20.796875 26.90625 
L 47.609375 26.90625 
z
M 28.609375 72.90625 
L 39.796875 72.90625 
L 67.578125 0 
L 57.328125 0 
L 50.6875 18.703125 
L 17.828125 18.703125 
L 11.1875 0 
L 0.78125 0 
z
" id="DejaVuSans-41"/>
     <path d="M 44.390625 34.1875 
Q 47.5625 33.109375 50.5625 29.59375 
Q 53.5625 26.078125 56.59375 19.921875 
L 66.609375 0 
L 56 0 
L 46.6875 18.703125 
Q 43.0625 26.03125 39.671875 28.421875 
Q 36.28125 30.8125 30.421875 30.8125 
L 19.671875 30.8125 
L 19.671875 0 
L 9.8125 0 
L 9.8125 72.90625 
L 32.078125 72.90625 
Q 44.578125 72.90625 50.734375 67.671875 
Q 56.890625 62.453125 56.890625 51.90625 
Q 56.890625 45.015625 53.6875 40.46875 
Q 50.484375 35.9375 44.390625 34.1875 
z
M 19.671875 64.796875 
L 19.671875 38.921875 
L 32.078125 38.921875 
Q 39.203125 38.921875 42.84375 42.21875 
Q 46.484375 45.515625 46.484375 51.90625 
Q 46.484375 58.296875 42.84375 61.546875 
Q 39.203125 64.796875 32.078125 64.796875 
z
" id="DejaVuSans-52"/>
    </defs>
    <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
     <use xlink:href="#DejaVuSans-44"/>
     <use x="76.986328" xlink:href="#DejaVuSans-56"/>
     <use x="145.300781" xlink:href="#DejaVuSans-41"/>
     <use x="213.708984" xlink:href="#DejaVuSans-52"/>
     <use x="283.191406" xlink:href="#DejaVuSans-53"/>
    </g>
   </g>
   <g id="text_11">
    <g id="patch_13">
     <path d="M 290.289663 105.826595 
L 365.209663 105.826595 
Q 366.409663 105.826595 366.409663 104.626595 
L 366.409663 100.755345 
Q 366.409663 99.555345 365.209663 99.555345 
L 290.289663 99.555345 
Q 289.089663 99.555345 289.089663 100.755345 
L 289.089663 104.626595 
Q 289.089663 105.826595 290.289663 105.826595 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- max: 1.432 $\bullet$ mean: 1.220 $\bullet$ $\sigma$: 0.076 -->
    <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1140.205078 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1203.828125 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1331.074219 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1362.861328 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1425.458984 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1457.246094 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1520.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1554.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1586.103516 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1649.726562 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1681.513672 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-36"/>
    </g>
   </g>
   <g id="text_12">
    <!-- 1.35 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 103.601337)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-31"/>
     <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
     <use x="95.410156" xlink:href="#DejaVuSans-33"/>
     <use x="159.033203" xlink:href="#DejaVuSans-35"/>
    </g>
   </g>
  </g>
  <g id="axes_5">
   <g id="patch_14">
    <path d="M 18.697188 148.249344 
L 372.281346 148.249344 
L 372.281346 122.702592 
L 18.697188 122.702592 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_9">
    <g id="xtick_25"/>
    <g id="xtick_26"/>
    <g id="xtick_27"/>
    <g id="xtick_28"/>
    <g id="xtick_29"/>
    <g id="xtick_30"/>
   </g>
   <g id="matplotlib.axis_10"/>
   <g id="line2d_9">
    <path clip-path="url(#p7e93a5c0c5)" d="M 18.697188 131.651772 
L 372.281346 131.651772 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_10">
    <path clip-path="url(#p7e93a5c0c5)" d="M 20.221257 124.92507 
L 21.745327 140.057929 
L 23.269396 130.391534 
L 24.793466 136.786045 
L 26.317536 140.427273 
L 27.841605 136.487276 
L 29.365675 132.167675 
L 30.889745 137.320575 
L 32.413814 125.759611 
L 33.937884 140.865933 
L 35.461954 142.155668 
L 36.986023 142.500945 
L 38.510093 144.059532 
L 40.034163 131.056003 
L 41.558232 137.194348 
L 43.082302 127.232178 
L 44.606372 134.19795 
L 46.130441 138.031409 
L 47.654511 134.82588 
L 49.17858 141.619124 
L 50.70265 133.823699 
L 52.22672 134.494106 
L 53.750789 141.07036 
L 55.274859 141.598044 
L 56.798929 134.79024 
L 58.322998 138.17084 
L 59.847068 135.130821 
L 61.371138 130.269225 
L 62.895207 138.109049 
L 64.419277 143.400303 
L 65.943347 145.605686 
L 67.467416 145.79103 
L 68.991486 136.124397 
L 70.515556 133.902795 
L 72.039625 133.165017 
L 73.563695 135.536879 
L 75.087764 140.663302 
L 76.611834 140.679241 
L 78.135904 134.747072 
L 79.659973 139.407692 
L 81.184043 131.301494 
L 82.708113 142.867385 
L 84.232182 140.534496 
L 85.756252 142.396013 
L 87.280322 135.768415 
L 88.804391 140.66686 
L 90.328461 131.398928 
L 91.852531 141.888012 
L 93.3766 136.428002 
L 94.90067 135.023507 
L 96.42474 138.876868 
L 97.948809 133.292995 
L 99.472879 143.102535 
L 100.996949 139.991961 
L 102.521018 143.747534 
L 104.045088 136.635053 
L 105.569157 140.130278 
L 107.093227 142.370664 
L 108.617297 131.768139 
L 110.141366 140.840182 
L 111.665436 140.621942 
L 113.189506 143.668198 
L 114.713575 134.991162 
L 116.237645 141.784786 
L 117.761715 140.767803 
L 119.285784 134.382134 
L 120.809854 141.700778 
L 122.333924 140.575391 
L 123.857993 145.298438 
L 125.382063 135.436709 
L 126.906133 141.391885 
L 128.430202 139.349246 
L 129.954272 136.981745 
L 131.478341 142.640291 
L 133.002411 143.137795 
L 134.526481 144.264698 
L 136.05055 135.876449 
L 137.57462 139.616052 
L 139.09869 134.114452 
L 140.622759 139.247433 
L 142.146829 142.252909 
L 143.670899 143.004879 
L 145.194968 144.687037 
L 146.719038 134.027573 
L 148.243108 140.020566 
L 149.767177 137.27251 
L 151.291247 131.512516 
L 152.815317 140.537742 
L 154.339386 142.100513 
L 155.863456 143.193393 
L 157.387525 135.183635 
L 158.911595 142.146346 
L 161.959734 138.455822 
L 163.483804 143.188807 
L 165.007874 143.679419 
L 166.531943 136.576575 
L 168.056013 136.720684 
L 171.104152 138.830565 
L 172.628222 142.902877 
L 174.152292 140.813647 
L 175.676361 144.675396 
L 177.200431 132.795031 
L 178.724501 139.72258 
L 180.24857 133.225751 
L 181.77264 140.268197 
L 183.29671 142.450771 
L 184.820779 145.575466 
L 186.344849 135.638193 
L 187.868918 140.003138 
L 189.392988 138.824641 
L 190.917058 132.801225 
L 192.441127 139.998221 
L 195.489267 144.271265 
L 197.013336 137.889769 
L 198.537406 138.885167 
L 200.061476 136.448137 
L 201.585545 136.204031 
L 203.109615 141.624021 
L 204.633685 143.223252 
L 206.157754 142.800326 
L 207.681824 133.379159 
L 209.205894 140.45754 
L 210.729963 131.996216 
L 212.254033 141.751464 
L 213.778102 140.175444 
L 215.302172 133.885947 
L 216.826242 142.635135 
L 218.350311 144.284652 
L 219.874381 131.097365 
L 221.398451 141.988894 
L 222.92252 137.001517 
L 224.44659 144.446651 
L 225.97066 137.561389 
L 227.494729 140.42175 
L 229.018799 132.227847 
L 230.542869 144.217906 
L 232.066938 142.242674 
L 233.591008 141.080195 
L 235.115078 134.088437 
L 236.639147 140.070826 
L 238.163217 135.481211 
L 239.687287 139.612784 
L 241.211356 140.790157 
L 242.735426 139.95968 
L 244.259495 135.261056 
L 245.783565 141.269654 
L 247.307635 141.66504 
L 248.831704 134.008585 
L 250.355774 141.978619 
L 251.879844 141.211334 
L 253.403913 145.084124 
L 254.927983 134.26189 
L 256.452053 139.946417 
L 257.976122 136.049234 
L 259.500192 135.0545 
L 261.024262 136.93546 
L 262.548331 140.946331 
L 264.072401 134.714766 
L 265.596471 141.738352 
L 267.12054 134.483088 
L 268.64461 138.317152 
L 270.168679 140.521322 
L 271.692749 143.313695 
L 273.216819 134.300025 
L 274.740888 139.2823 
L 276.264958 138.547789 
L 277.789028 134.697449 
L 279.313097 139.040908 
L 280.837167 136.333934 
L 282.361237 136.48892 
L 283.885306 138.210095 
L 285.409376 133.102112 
L 286.933446 140.555844 
L 288.457515 141.990804 
L 289.981585 144.887912 
L 291.505655 142.594866 
L 293.029724 143.842854 
L 294.553794 143.072655 
L 296.077863 134.088525 
L 297.601933 131.678374 
L 299.126003 137.923946 
L 300.650072 141.189369 
L 302.174142 141.86817 
L 303.698212 132.318292 
L 305.222281 138.952929 
L 306.746351 134.910597 
L 308.270421 140.217452 
L 309.79449 141.529914 
L 311.31856 134.727641 
L 312.84263 139.709502 
L 314.366699 137.548277 
L 315.890769 132.539642 
L 317.414839 138.260801 
L 318.938908 143.058115 
L 320.462978 135.249704 
L 321.987048 132.588833 
L 323.511117 141.316333 
L 325.035187 133.969101 
L 326.559256 138.183071 
L 328.083326 140.280815 
L 329.607396 142.651872 
L 331.131465 133.181443 
L 332.655535 142.364803 
L 334.179605 140.785839 
L 335.703674 134.60968 
L 337.227744 139.721154 
L 338.751814 136.771696 
L 340.275883 136.082101 
L 341.799953 138.957343 
L 343.324023 133.542433 
L 344.848092 142.094234 
L 346.372162 133.639678 
L 347.896232 138.116023 
L 349.420301 134.589164 
L 350.944371 133.860138 
L 352.46844 141.447078 
L 353.99251 141.773483 
L 355.51658 132.733348 
L 357.040649 141.861615 
L 358.564719 131.61926 
L 360.088789 134.693214 
L 361.612858 137.475445 
L 363.136928 134.287487 
L 366.185067 139.901171 
L 367.709137 137.49873 
L 369.233207 126.049935 
L 370.757276 133.828849 
L 372.281346 137.498757 
L 372.281346 137.498757 
" style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
   </g>
   <g id="text_13">
    <g id="patch_15">
     <path d="M 18.697188 136.637868 
L 29.458438 136.637868 
Q 31.858438 136.637868 31.858438 134.237868 
L 31.858438 126.495368 
Q 31.858438 124.095368 29.458438 124.095368 
L 18.697188 124.095368 
Q 16.297188 124.095368 16.297188 126.495368 
L 16.297188 134.237868 
Q 16.297188 136.637868 18.697188 136.637868 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- FD -->
    <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
     <use xlink:href="#DejaVuSans-46"/>
     <use x="57.519531" xlink:href="#DejaVuSans-44"/>
    </g>
   </g>
   <g id="text_14">
    <g id="patch_16">
     <path d="M 290.289663 133.502243 
L 365.209663 133.502243 
Q 366.409663 133.502243 366.409663 132.302243 
L 366.409663 128.430993 
Q 366.409663 127.230993 365.209663 127.230993 
L 290.289663 127.230993 
Q 289.089663 127.230993 289.089663 128.430993 
L 289.089663 132.302243 
Q 289.089663 133.502243 290.289663 133.502243 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- max: 0.316 $\bullet$ mean: 0.126 $\bullet$ $\sigma$: 0.059 -->
    <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-39"/>
    </g>
   </g>
   <g id="text_15">
    <!-- 0.22 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 132.479585)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-30"/>
     <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
     <use x="95.410156" xlink:href="#DejaVuSans-32"/>
     <use x="159.033203" xlink:href="#DejaVuSans-32"/>
    </g>
   </g>
  </g>
  <g id="axes_6">
   <g id="patch_17">
    <path d="M 15.161346 278.112 
L 18.697188 278.112 
L 18.697188 150.37824 
L 15.161346 150.37824 
z
" style="fill:#ffffff;"/>
   </g>
   <g clip-path="url(#p7d6473743d)">
    <image height="946" id="image6a7626ac57" transform="matrix(4 0 0 0.135307 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAEAAAOyCAYAAACyo7/PAAAABHNCSVQICAgIfAhkiAAAAENJREFUWIXt17ENABAARNGLyhRERWMhi1jMLGqbMAIdid+8+ue6k69tGkkCAAAAANgwbLlckIN7YQg4QT0mvgYAwO8sA0kNfJKmXv8AAAAASUVORK5CYII="/>
   </g>
   <g id="matplotlib.axis_11"/>
   <g id="matplotlib.axis_12"/>
  </g>
  <g id="axes_7">
   <g id="patch_18">
    <path d="M 18.697188 278.112 
L 372.281346 278.112 
L 372.281346 150.37824 
L 18.697188 150.37824 
z
" style="fill:#ffffff;"/>
   </g>
   <g clip-path="url(#p81eee4b8e9)">
    <image height="128.16" id="image359bc1abb2" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAewAAACyCAYAAACA2fxTAAAABHNCSVQICAgIfAhkiAAAIABJREFUeJx83Xmgt9tYPvBr5xWhlCSFNBmiCIlkVkmm0Ik6hmSeQpxKIZSohDpImaM0nAp1CpnTIPNYpsoUFZWhVIbdPz77vvb9vr/f/mef8+7v93nWuofrvu5rrWc9B69+9asPk+Td7353kuRTn/pUkuTWt751kuS3f/u34+fXfu3XkiQvfelLkyR3utOdkiQ//MM/nCT5oz/6oyTJBz7wgSTJF3zBFyRJrn/96ydJHvzgBx9d64//+I+TJOc///mTJE9/+tOTJC984QuTJJ/97GeTJC94wQuSJPe9732TJBe84AWTJJe85CWPrvXXf/3XSZKLXexiSZKPf/zjSZL//M//TJKcOHEiSXKJS1wiSXKBC1wgSfK6170uSfLsZz/76Fo/+IM/eGwcl7rUpZIkX/IlX5IkuehFL5ok+d7v/d4kyW/91m8lSb7yK78ySXLpS1/66FqvfOUrkyTPec5zjs3/N37jN5Ik3/Ed35EkedzjHndsfI997GOTJO9973uPrvW///u/SZLf+73fS5K88Y1vTJL8xE/8RJLkl37pl5Ikd7zjHY/Zzee+8Au/8Ohab3jDG5IkD3jAA5Ik3/zN35wkedWrXnXMLl/2ZV+WJPmd3/mdJMl1r3vdJMkVrnCFo2t9/dd/fZLk4OAgSfIDP/ADSZLDw8MkyY1vfOMkyYc+9KEkyatf/eokyb3uda8kyW/+5m8eXesc5zhHkuTa1752kuRrvuZrkiR//ud/niT54i/+4iTJRS5ykSTJN33TNyVJnvvc5yZJznnOcx5d6+EPf3iS5G/+5m+SJP/2b/+WJLnMZS6TJDnzzDOTjF9/7Md+LMnE4bnPfe6ja13nOtdJkjzwgQ9MMjHxeZ/3eUmSm9zkJkmS5z//+UmSG93oRkmS//mf/0mS3O52tzu61jOf+cwkyW1ve9skyY/8yI8kSX7/938/SfKwhz0sSfK85z0vSXKXu9wlSfKHf/iHSSaWk+T7v//7k4wtXcs12Ol7vud7kiRf+7VfmyT5+Z//+STJm9/85qNrPeQhD0mSfMM3fEOS8QF/igGx+k//9E/H7pEkl73sZZNM/v/7v/97krGfeP7v//7vJMlTn/rUY+NyryT53d/93SSTI+L+v/7rv5Ikv/qrv5pkfP/5n//5x+7xH//xH0fX+vSnP50kefvb355kcoUvxAD8kofy9hWveMXRtc4666wkg21XutKVkiQ/8zM/k2Rilb8e9ahHJZkYuOtd73p0Lb6FuTe/+c2TJE960pOSJOc617mSDNZ967d+a5LkH/7hH5Icz0P5BlvE3s/+7M8mSf7kT/4kyWDQT/7kTyaZfLjGNa5xdK2f+qmfOnZfOcQX7Pfrv/7rSSaX7nCHOyRJ/uVf/uXoWrCYrc3BfZ/ylKckSa54xSsmmZzyAxOSiS+4Kq7FxIc//OEkE9cXv/jFj41B/UqSP/iDP0gyuKVWvOMd70iS/NAP/VCSwV25/drXvjZJ8pnPfOboWuqgOGfLt771rUmSe97znsfGr7aJ96/4iq84uhaM++mf/ukkyZOf/ORj4zx41atedZhMEVZ4APwTnvCEkwz2dV/3dUmSxz/+8UmSG9zgBkmSd77znUmSxzzmMUkGzD/60Y8mSS53ucsdXctgv+iLvijJBJKCefbZZx/7f0VZcX3LW95ydK0//dM/TZJ86Zd+6bHxCSTXVoSvdrWrJRngaONLsPOc5zxJxtjAR9KfdtppSZInPvGJSQbEFbkkueY1r5lkAvsf//EfkyQ3u9nNkgzASvbznve8SQYM3SOZwgZcEBfjYyf2McdrXetaSZJHPOIRR9f627/92yRTnMzp9re/fZLkWc96VpLkhje8YZLkPe95T5JJ4CZLf/Znf5Zkgg4Z8uP/JTNCIZmQg2SASFIjkQJcrABUtv/FX/zFJAOwyQD3GWeckWSAQWwCCL5gV7+BUzLx85GPfCTJ+Mc4vvqrvzpJ8uhHPzrJAKn5dCFCKviF/cQXIgjwzRmIXvnKVz66FqKMBH3iE59IMgUZoXEP9pT85pMk3/md35kk+aqv+qokQ7SAnFxBUM35W77lW46uIV7FkTn5riKsiLDLj//4jycZ3/SYEU8/7o/AI0tyW2G86lWvevQd8YyQym1FXnFjv9e//vXH5iFvk8FFGMNuCtK9733vY/+PqCIQCkKSPPShD00yvuVzBdL//9zP/VySKegI9l/+5V8eXevqV796ksFkhdv4EA0k4O///u+TDDm4z33uc3Qtxev9739/kuSRj3xkkilMYhIG+y48gWPJ5LmiKu/Y+oMf/GCSKcz8fY973CNJ8qY3venoWi9/+cuTDK7yhZiQp4qsuHvb296W5LjtxQ9sQzwRU3j+ohe9KMnEKLshjMn4ke9hnTnCEjiljiJqCEgytUAtRRbh5MGzn/3sw2QAF5AoMgpDMh2WzgzLlHjvete7jg2Igb/7u787yfGE/IVf+IUkk7wYl0m+5CUvSTKFSBD98z//c5Lkfe9739G1BLz76cwEqf/HaAWB4mYeyRAUwIko6Ih0PhKRTYyTY5Pp2lxLcVCQdA0CjaN/5Vd+JUnymte85uhagPPv/u7vjn0GQXjZy16WZIoEu17oQhdKMkGbTIEW0Ni5Od3iFrdIMkHD5l/+5V+eZDq4/gHckvXud797kuRjH/tYkgFQReR85ztfkuQbv/Ebj64BIIAhQiNpJCaCdeELXzjJFFA+SiZJdIyKm27u/ve/f5KJGeCM/DUbV+wRB/4T99Qo9uNXoKPrSoahI4aKCRIk3q5ylaskGXvKi09+8pNH11J4+UdhASquCbTFhmJiLMkAmLxS1BQC+KCjBZYN9OLKZ6kcCLsuRd6ZO2WsfwC478CHu93tbkmmIG2Szgdiqa+BUIkXhVEnhKQA8Re/+MVJjnfYFDRdHLUKEVP85Sl80L33jw6R3dhBh2ouYhZJMk7FNpn8lod8D1OQS//OBvBdJ9ffQXC+/du/PckUXcVDDokr6kt3/tRVipVmgX/Eudqh+dOldmF0XYrJtr3YZRcFVO7A/yT5vu/7vmPjEu/iCZZQr9jE58R0MiqLBkdHT5HjE6SNr3TTuvlkGueb3vSmSYY8wt6DK13pSofJACowArSc1l9iMJ8xOQ4FUArOt33btyWZwpVM94tlAADsTTILLMUOyHSnQU4kRSpEwFiREBxkF4nZcrEkVmyNU0FWiIDj5S9/+STTrbS9OF9yY1IPetCDkoxjyZzIAoLBvsk4V9EyDsVLMOoQ2UfSC7RkABUASBZyPz+yvdgAXKSnZABKormGf+cTMr8Ciu32EoJihUHrkhUNxIz/xKrk5vdkElFykHgllyKny7J0gOBg/sl0CQohYAIICvZeAhFvfS2+JtFLavbSAYlzcaZwU56SAUxApaN1DctNumZ+B7jdOSJ+ckU3rtNACNnrfve7X5IhjsmQbKqK/CORKxqugVB/13d9V5IBvB4bMNYE+GEH+AEvnvGMZySZvE0mfnRRiKickCOwB1nzu7t89lDEqAaUSTiFWJFe+b2XNNyXPfhJDsMHn5OvOttWN9hHjsKrf/3Xf01yMulGmOWcvEjG5oiOnPDv4gw+yUd+7JhQsHWO7CTexZs8hQfUg1Ys4RKsNR5YCMf5SzzCMUU3mZhka3NQVH/5l385yeQuZUAH3uoG0uM3IiEmNawINh+wL1xLJjYtFyGqxnlwxhlnHCYTBIIC+LWcZwDABgsgS93ylrc89v8kFOvVDRDkEwbBxl0b6wXKumBOAp79QzYm4eh0dIwIg25CQSXd95ixXSD8tKc9LcmsLSi6xgXwBWAySaSomhMbk7x0g4qKrrO7BJ2FgNJ9KoAA1Y+CDdgw22SSByDoHAUxxox4KboC7HrXu97RtQQUYOJPHQ/SZvxkPYHZ0qWijxAqSGLTtXQ+7CX5yag9Rp0NVQhRMHfxpbjwjZhNpvuwRnXnO985yUjAYpE/dVek6VZwJLoCvBk70ubfFX0FoteMSXF+S3JzII/qsMUV//Y6vU6Q2mJ9nL/Erm4AwLp3MioGsqE72uoY+VqBghtIQo9Vx4H0i3NdJrIJ0MROr6OaL1taLqIWAFKAj6BRdpoIwhB+UuiQFDbVzcs1/47gJ5PDMI2qoEj5Dh8gpuIQfiUTL/a0sLHCvJcD+Yb/umDLcz7ga3GOoMI1uYKoIk3JKH2IDXn/9NNPTzLFijL5F3/xF0mmKYCzySz9IKSaKoV471OhXCjg6lKPh+Lwoz/6o0mGYMAHS45IMSWOAp0MtlKn2fRWt7pVklGUxJ+64O+k8mRiEtYhXojgwX3ve9/D/rIgwJ66ECiqHCkBMQgMWTFmQMGgqCVjVADht6AgtVmn5ECBSQ5Nhrljl4gBBylEAF7nITgASjKFhUMEJeJCypd4QIaszcHJBD5nAxHJDvAFOtAGZF2wjd2YgbCuSUdBPiPt6lKb2VvXBYJsi21j1IqYAEOAkJdkiqQChF0CP0DKJ+R0LL0LIyASizsGdRpAHKlCDgR3MjbkD/5SsO2n4AsxLb4aWC2hkLEVJp2Ra5LP+Nv3dAZtp7/6q79KMmCCdIgnqpG5yQufSwbA2QlRpQBscqAA6HIAWjIF2XcoOnKFffgGiPc1bFwD6PCC6iTeqVgIv86kuylr0eIEeZOPSIlNXPZG6L4U6b6GWENO+BEu7XsgHr1ZVr4hUMBZEUHWFF84hvSyXzK5upsXc7BRTCfNv3JbvCXTaPC9a/O5eBOTbC63YWj/kJaRAAWTTKvIij8Esfe4wAMFESm3tKhwqjsaJNjXMjalEslnNz5BpCklckVcUSeTiWd1BNHz//KPXYx3r2UnQ7gsgWkCFHfYi8QhiDr/3pSqFunoYbB4PoHlSQCshSypG00GhEkNEkCxBZi6GawTW+jNXaQlgGQ3ugAXrAIKCHC87yUDBP4GpAWt8ZECGRjYIA/JGB0Y69QEPLAhNfl/0mZLzyQ/IAzkKBXGJXgUP8lOGk8mWTFUhc+/69IlsYKl49dFJ9MxIlgATWFUCAAbNq4Q9Qa2HeCAAEMl/yAHfKXIIQ/JBCkAcE3fkXDiio8QiV4LUmiAIOKypUuAQDb1vd5xblcs4LaU4v+pGLe5zW2SDNjIre7QADcmrWBbJ7ehiPSmkOpEuhNCXNgNqUQ6+V5Mknj3JqFk8l0hkkOWu8Q7qVfsyNNkCLLu3BzFMwUA4Bon8OuuGNmXGwipAgAPxBmFR8x08Ve0KDP+X/GiJPGB4kdubzmeGqeY25djXIqHoiYW2KLJGyC3pwAe6fLEExxBMpF3DVMyxVWBgacKpLih0CgEcglJT6bR0BTs5RnX9F1FTKfbRdYYFSuxwOdwXHFjc5jTG0nNSU7AS52tccJzc7Re3WqQ+1FqxNuW4o0PVsMmBC0ZFQMBhcXU2E2O1Ay4YhkxGXUC1ure5dvBxz/+8cNkElPgMw4ppS+sWAgsAO/vAALISCJMLZluCtsQrL4DpEkqnMThJNVkgEmgWAfZj0cwujkCZwZMBmwUBzInAN87vQEcVtePk7ADZgqsBZigxBxJg5IcwPV/sxNyZO1FUApaQCfpep1exwVUdNgSTnKbM6KDvWOQfX/dLlarW0EOSJfkbbHTTyEoIOQyrJuUBKiQD0WYggK8kyGgwIStgR65k/ypQPGne/YPfwJlBFRX5f+NWyFAVpLxh4LMxmIA4Ipvqod46/gCejpEOUUdME6xiTj7ez9S51ryy2cUYV2dXJKnyFIyxVyMugZJdxMuxYNs3I88uYa5IfjiBqApdnCKP3uzkngXL+4L8I1LLCK9FBW5lcw6rWsYj0KsQwK0mgZ26qcPFBb46FEr8QzQ/TZn4+olIMRXPNnQpoMV9+aCNCEaXYBgh2tq4jQlSKXCbfxwqzcEW19G+MQ3zPUd/nZvOYVIJoPvbE7tVFw1GArn/69pEQsIhdwRK4iofLDhTRzyQTKY5/qww8ZIMaNLpyJsxTCZnEUcEAnYcnDmmWceJlNMTc6kG1D3pjMM0bqIgbuJHwCvOCcTBDbu6EIEvgJjMv6uW21ABTYCSlHQgbmvgilYAHAXfyCriwRqvkNG012R7BUkTkimo/E3waHIYVycpGALHo8n9HwBGKaPDABlEvROAMU2GVBBWCS3RNz+dS/kyfiSIXb7ER3FVVej4AAsseTvyUh/uk6Fzh4EgW/Nx/q0pG97AW6Fu5dQ+rtAySYT4+tNJZJWxyO+FFMdtthVkNy7ixqQJTlbxgFMuj5+43fr4d2tu4ZxIILyTect2c2DMmZ8bR+dqy6Lz8m0yJ1xi522j8KN7CJS4gjG+HfKUxMbAK/wGisijwja4OReih6S0D9iUoNhnMbBr4qeQtBkF6FjS+CroVAYETC5ZLytAiG5lgwUHONC0jVCOjl525vh2IX6yfcUQvEMb6lq1IReAmIH44PvVDFLd/xGUWULhCMZgmDsGkPFDfa5BvVRLPfju8gjvIZx7KamyB0kU45rxk51DXMzTjmEHGgCdbryI5kiDqfkhm4cNsNudt1PDSWjyrkfrDaXg9NOO+0wGSOTCjAc7C6Z9VM35gwDwrQkG3lD8e91ks2wyL/AGOPjUFKwAt7rSjpngGAOxqnrlPTkbQDRm4IUdcYEmIq/JO5HPZJhZj7X81fkdZAIBPDF1szRhrHuplxXwAN2Mp5CyW+C1Dqiji6Z4iA4EQvXVkyRFYWbtNPP0wMGRYpf+UmA+5xEIU/1OpzrS3zAqYgCSVJXr+cmx+VigKB7AjrIpBjV8WLcHgHpjsO/se1+VpuciPFToMRKP7oGmCSm+FdozBEBYmuFSewmUyzln3xEPvaz7jZMyQfxeaoxI4/iRschJq1T6qCSKWbiy5MBW71DcMQ7wGqJ3jzN3z4ZXRYSrGsxLuPvJxkQZN9BfhBUUrw8RCIV3d5LYuziyHd0m2JDblPkLF2JoWRiT2zKceTJhlJFH2E13n5+l538jZRM6RLf5qIQaVB6rxLFgw2pT+RjuYV8wF/jce1kCOpeU7dUhQz5/94DlBx/3MxY3Ud88SsiIQ80U+5pDMnkGT8iTQo4kq1BZE+kzxJaMmv3MM56szyTp+RueCLH+/FddUX+qYvi5uBRj3rUYTKFSeBj7cAxmY0d1iOwIEWdo7E3BZGBe1cqENElSCrO5igGIkHpYHvRH3hsBUDyKhJAAIACbawuGUZPAgFUWK45MrauUCKTYZIBQfK1QMfEEBwJilUp2L0TUVLv06HI2rpeSS8ggWWfIISRImmKvuKKqQIMSgSZrzvGLbEJcMUTUBgvYAFgLetZq1PM2YOKgBRYD9wFqDt/47JBjvyom1JcMVe/2dP6ajJFn78Ag+5FMTFXtlD0u1vna/GsuAEEIMnWSKZk753BPkstMH9xY0+H32KB7fsUQwQY4OsY9+EZxi92xEgyBBAxB0wKtTwTy8DIPBqcdczmrSuRnwoRoKUEIsdiPBl1QFeEoPK5nIVX1CjFo4ssv/gNv9hhL1OYG7/1BlcER3xrHPYz7mRrmAnPWuJFqpEfBRCpFWfWZBFEknl3/rpuXadruR/CY5OX5SW41Wd3wGufgS3+H9lVjOE/G9iYlUyHLafVGbECsxELv2FmN0CwRY1ArOC8GiKmKRcKddcfpI3igPAZj4ZVUyX+FWdLgMkUez6WZ2Lz4KEPfehhMsGgwwT8fbiCgutve52L5HuqgxD2D3DDkhRmSY75SHaFUQA2kRDYCg8mqkNjyF4PSSZoW2Ykq9swAKwRGIGkWAhuCdkFG4PWVW32b3egtXaFiv1axlasFAdBAXx01H5b00M4+lELQEH+lIB8TzK1uYq0wxb97LSk8fiFzUE247CLLlARY/N+pE6x153rFIEKoiPZFRxB3ksxiqmxsqmuGDCwgfFYR+1HjFyXXVzbv/MjwiGZEZsuRAgBIMOkzWE/Vqbw2CzXT1rsAz/EhGvLEXkBIHSB/Qgim+8TqagslojkPlJCBk+GMChiliiAD7ywxkmVsg7dp1oBQYBlXOxjvMYnD8Vszw3ompMCuR8RlWMaE8WlN0Yq3mRpucEX8sFz6mRrBZ7qkUzh2UWUDKxz5F+dHFVBTCTTFOwudz8uuJ8G8shRP2GhAeIPSoM4Zyd4oBmA3QpUMnXF/diN/+S0pRdLs3DWJuC+LvKtNhmX++v4NZSUm1YkKHtUJp/RxCEwxq2Ai+2WsfnN/TRLrkWKR6qO5O3PKa192qP4lSMaB/450Y/7JCMJ+AJ9PpkuHFCZLFlM4GMpHKm49cEpjO2aApwDFXLdgeCU5C2vK+akcOs51msYUieiQzO+3hGsC7E7XoJJLuwII8OsdQu9FiQIzI1cDOT8P2cAXIAq8JLpEhAdRR+xQCiwYB2TAtRgqOBgpgAAw8dErQMKWsDashUigOgYB8BQdAE+xoxZ947z3RFisyQjCoplEt2VbrnnqDBKNEljjsBYHCGGbOP7ycmdMwDTbQIhnYU8YJv2oyKGKOja2UucIziSm0LRxz4CMH5hHyQAQexlrR5nPwGCGJCpFXkFEinXVSEnfdwjMs3WbAh8FWHjFOdyvZeTFBrxQpkBhuJevBsfgtpzFkdyGJlEqFyL2uNzCpdxJkMW2da4gC/ipegraqc6/xuRg1skXNcWX+Kc7M6O3Rz4N3NRVPkRKXdtOSV3emmKmqI2wAHkl09goWUThOhUu8SpmxoJ+IXwIN86SXPuJ3js+VHU5apcgsmuoeM3j17DVrN27uwjg2E3TPR5/k3GpvLReIwT4UICxKjaigQkUyM1a/BUjTg4//nPf5hM0VJsAVlv1tE9WfvBLEh+ggNDBIJkrD7RhYMAkv/HYBlOIdABSeQOfEVBogkCk/VZHYD1QIpBn9ltjNYYXQMoC3w/5q6IcHAyUgd2TU5HhhRTm4IwaMBlXskkt2DgA/aykYYfJQbS0Ou7AAsQ6VIEofECQde2DNC2R7gwQ8DhGjokREhQK/qkpmQAiSJi17piRV3AuoGMjrJPt+JTxRYwAVBJTPI1R76h0iQTL7o4JMPYqQRUor2BshOSmiKJERdzl8RIFB8B2JZBjVERR0jFJEAjxVFWgFVvAtV9ixPxDg90jvuZ/d7/wed8LCcoW2RPRWUrPF00xDfgNA7XMF4yO79ZCunuU9waH//wgVhBVsQqXyFPyfja3JBZsqtYZGv2ket9dLECx9akbzbmX+vLyJ6CySfJLBG4v3GKBf6CNUidQtr2sulNTugAKYaWc4xLHOnW+/FdihobUlvENaLIBkiSrpnKkEwBlAOIJ7yACxpJcaapanVqP5FjKchcjANhVajZuZ9oQCIRetdQX/gLRiIS8qIfjRRP7KQOIQUHL3/5yw+T6e7IaAKwHzYHUAowxwp0bNPnDMiBCopzMsEgKXzXOpN1E1vjSTmc1JIEgoDBMD6wNjcF2+dJFt0xCmwOYwckQPeHDbunwtiKBMfo8gCr9UqypyLHsdaM2S0ZKRfo+IxNZYoDu1ERAAfylEyyIGPkX+NVPLDjvfO0DzsBDPtNX8iJhNPlmKO1xpa8+G3vkmc3HRxlRGzyX8uNAF/hI5HqrLFwBI2dKBPAs3/YHGBZ80fMxA5QVlT6OUtxC0T43iZHSorOgpwLlHo9VTHbLxlgH+BtvGLE0kevwyn2uiMgImcteeiwjRexToawkHjlsjlQ5sSbObKbgpBM7COH1ADACdAth/k8/Orz25EdcSVOAKjGgy+Mgy3Itcns3zEnc9ZYkMapaHu9uc+oB+iKGvvYD6ObV4DEpBjt/R9ykqrDLvBVcYdP9tdoBHqjGDuJAUsCSIrPIhb+Dpv7eXr5tvEULujO4RN7yoNuGM2Nb+G6ayD4iMR+KVDvoSI1wzS1DNnkR0VffHXj44ddNAUKOAJjvOoRPICrfcgP4iR3jJMvDs4+++zDvojCKUj7GEosljFJkMCZbIBhaesBbbMlbMT6rsKjYyNRSCLymiDuDggAASaEgsEki2TTOfr37hKAic7HZwCVH0ClGwYCvYFA4Pot+CS7jpa8qIiZez+6tg+n32fvkrEEjzVbhbvX7wGDYqnoCnRKBZBmc3YVxD1mTB1j7dfiJRNHwFMQd8FWNCyXSEA2phqQWAGduGvAV5woMuQyIGPphyIiqfcabjKbFHVmxqkrAEqAFigprv1cKsYsIREF49ONIz52mFp/a7lRoos5n3FNnSKyqaMFrL1uqXjpOhVdRdVSFcCnUHhyJJk49rPf/GcucgrQIhgdM2JfIVIUxC68INciZGKhDzDi0717XWFiLwVBQYJffRys9W+SO7UFkRbnYhZp4osuGv6b4qEDBNL8yickYcsQvet5b4Yl94tZsckGij1C1OSNUqqIwhT+Ne7dDYpH+JbM2jmVar8FUrzDGn83vl62oaa4n66dvyhs/l3B3kseyaiXFAgds/jhE2RSDMCLfqLBZ8WCWFUHxbcGCG5oWmFoMvFi7HBcbhx85CMfOUymW9HN6LYwjWSqPHYLnAGCTsfkORjAKZjJBIoOSAE3Sb+t0wg0BbXPoGZ8zuZAEiaDCl7zUGR1wMkwLI6UtFgtaYJhdRqApXfN+o5rCCjXJvHYuYwECN4OfMkJMNgPGCkKCBAVgb36HF0JD5TZAykhkbMPwoH99qZChQ3YGTP5ujfO9d+tn/eGP52/62OsCBkQ1h3vmGgAMx7Ja/2KGoQMID6KiDVlBCgZMmvZxtyQD0V0E1TriK1uKA4A0v/rkuWOXJI7CKT1zmQIC+KHeCmU+yUJYgC480EytkPOdBwKojlSutinNxghTJQrsYqo7jViQOrvjQ98Lv/trt6qGP8CdnHfp4ABSHYS5xoOnzU3tkDE+u10QFmcAGdjV7CREfkIL051cpd/k2fmALd01mLGvzfZVRSoY3AKtumwFUgqEIWw95IgDGLTXOWdTpF9YB879VM3SKIiyxfGhYRbDtTDgy01AAAgAElEQVTx+3w/erjPLkAYNC2uaWlF06npU2uSWRZElOHDvi9Sp2CaYz+FYE8Ln4uzfdIm/yE8xt1EF/HUHPHn0Zkid7vb3Y6tYdPfGaPXuex4BKjYrkkAY59T9MkyzS4Fp4QUHMiAokGCkKiAqx9TwkDJUnt9xBwEHsdhtP1Mnc4B6DGULty1FFvJo5i0FMdxOh+ds3tg+uQzBd5jOS09K046M47F/CQcWVQ3A+h6w8V+bEoC2kSiCyQDCV4+sZkvmd2efI+wkKSBsgKgkzP33oiIeAFrJIQsS3YHPubqXr1j2dq5uQEh16Ym2CxIqhaH/fiNgu364hr4SFjJJf5J5v1YlwKj0OnUxBW/IkuAAjGiGiVTeMSL+yuUcoVqpmhQpyzvJBO3CAECYw0PiUTu9usb+/q6p/24D/tZM3ZPsdCPFsllBEYuiwXxxl7IyH6cqucvFsSkLhSxEd9iAgDrhJIhKvtd0IAfHvCfa8nlPtCFJCqONBo6VThLRndP/mt7yStYo1lBFhV9xQ4Gws5+hNSylc28lv/MVeHRfVJdNEydO+amKWEXZFehdk04Zdy970l8+S6Cuo/6pCbI9f1Cm2RqgbyDT+qeHHJPShNC1uqUWKXaiU2+RsjUS7hq/JZ9+79hyD5o5uDiF7/4YTKtvq7GwFoKllgSTXCSQxUixXQzx35URqejo/cZXR9AldwAAnD0s37YJMCiCgByHY+iu49/7HVBrMi/ue8+VQq79BsZaRmbA4Gugu1HkpG6gA5JtU8BU1wRFyAjEYAQNilhrfk1G7c2vN80JqCBILKkQLpHb4YDRCRKcyKVAgLdhAJNZgOiPV8kToxQBFxDrChi4rFVBMoHgAUUfvsO0FMIxUw/0w0wxRcfuL85Im0A3r364A330X1TSsQN6RAxszkGoe6T9BAr+SYmFBr+9XdAoiD0ZjhFVc7yE7K9QdIygfhPptjrOnUJ7CSnkTox4F6dO2xNSRNXe/e8AoQcybXenCc35bLlBkSUsuU74g7Ja+IMuCk4uiPxYlPSPiYTbvXmrv1qSbFo6ZC99itZKRmtdPEDkgZD9ks2thqqOLf0rOBpZBQPS1XGs4uan368Uo2Awe4np+ES/8klii9CkUytUGzF8z7D3sZDRE2z0yda7vdckMI1LTp/c7Y8AQsR+2TUMWTW8ogaJVfEHaWSH1sNci2xSY2CIUdv68JkXYyD+73THCk4dHFARsICb8Zg0A587JIchjWSSBVGjBEb1jn1SWeCE0M1Lp0gRwJHJERhwMSS6c4BlXFhPhLUeIARG1j/SYZdAwBBKHkVRP+uiAD6XneW3AocUoJ160ZJqNZABHwfuGFdW+e4n6dkexK+vyMBvUwiAXVrSAqioAPDwslUJKmWQSU6H5PT2Njc2IK0i8l24Es8xFPiARkxgSQgPjqRPveen7B+RcM6li6UAoBx82NL4gihtfV9rKgCZI77LON+ZnO/uIGcSO60rEQlMg4kuDfWkasRBMoJkk0SV+zln88nUxD3q2b5AFEU573OnBx/TtaaOaBnJwXIRjHdHLKy14yTUTjEoKKge+vT45Lplq0Ht5SKOFgWQTrkIf8ozIoGvzeRsCRhaUNu60r5CYgbF+Wi9w/oUPlN/u1XiyqMCiby2RsjKUZsTEHdT/34Lh+4Rr/K17g0hDpacQVXdZ26ZLHRuSO/dfwaCEtR8m+/ydBPqwiIPD/CEs0I38h9mK2h7KZF3VNvKKtyXA1Fuu3HQqgbTxE/RNXcxO7B1a9+9cNkOhJAh+XpOJIBOwO0WI4husZ+V7VA1BEkk1DkWc7XhTK+oo8ESIxey0MuABeJBLBKIizJeCVyn1crKNjBZyQ1p3veWsHCiPoUsL2xDuhgS+7h7xJFIPbzn6Qj3YskIc0Yn3uQgdimXzrgOxirJAccAAqRoUgo/v2KQNcF0sZB/gSkOg7+1LU2kZC07i++BDzJkl0wff7sDZKSFZljW2QOg0Y0gCLf9NMR4gmAI4bi2v0xeARVsW0SJwF1AeYKjOUDiV6XY/z90gE5AZTFDWLD9oiFTtMan3xNphMSzwgNf7GtAqpL7s03fCnfFGCEAZADMoqJHJMPyRB3RGa/wYrNkRMNwH4zVzJKAkKByOjQdNKWlXwOjvWz5pbsfEa+wS++hnUKpXH3ng05IRZcS1yT9X1nv+O9T+Mzb/gkZ913v9VMTiFRvbFOLnviBLFTvHTpiDVc1eT0zm5NHiIqBhQgj/Qh5YqYwt3Eiy3lrmZAF2oO5oq8IfT9ZJG/IQbGjoCS/xEv6/eavX7F8H5drG6dWoX4mJPGRAz1I2L8xm4Ionscddj79CFJ1QdIYPmCkcMY2TUwf7KyTrM7WQklmX0H+Ji0dRFJw7F9PrPEstnB37BanQcAweoUdOQgmaIlqcka+4UPAB7oITP+PRn2pphjl4LAZ21+UYStp/QaoyKLdUtmjiQtAWn2Ih32SWcSUbBSGiRTy3bJJDVm3aQEsTMXcixAZTeEA6CYTz+XqiDzgQ5VsiuIul8JSKbtR1PEE1nRhhTqApa+5UhdiwLa19WlIxKIjmuSu63hAoUmS+IEsOvA2KU71mS6dwSxD04xt6NnND8XX4ir4q67IefJ1+7WkQ/5xQdIp6K6XwTTb8US54qBDlYO6WoAmTgSM30tflHE+R4JQg50rGzPvj03+GCOZG0YZLlJPPG9fOxixufIEWIMlMnUSAJMRCC7+7RGvF9UImeMgw90YhScPoFNzFm2dA3FXmeo8CBkCH0/faBpgg86RgqbmOUvcze3fnQNgVdEFSCxqobAvH2Ucb+OFCbLAR093EDuxDC/w/vOra2gykc1yrURVngql6ggyRAc3xGrCKlCzd/7UdxeMmMPmMz3rn1w+LmIE+D9OEty/KUR5BRFCwD0wSPJABjgV4T7kHMBjJ0xCGe4B9CWKKTefjgfQ1GIdFES0/2RkL3hqNfyMFUgCChJOABCEcGSsN9eD1csJf4mMIBin4IEHPvVppJa9wYcdTzAkY/2OmZvuFBAJA9VAatjD0yePES+bnspSoBAoCEOGKM576WXvf6VTMEhD1nPRRzEHV9g633yE1sbO2Il3rBzyzs6amunfViGrlMXJ2nZXJxLTOApRvsMYwVHfCEu/l3y8oW5AbJ+RzrbsRfAQkYUzn6eP5klmj52mD/EHPAla+vwdaW6rX5rEbDRhSLjCDQgYxcgDdS7cLk++dxYfQcBM2732GpHMkUL+QecW4pGjvw7vOqmBTEmoRon3BQr4ggGyO2+lk5UnvE5+7mXYqLoIr+9visWEXl4So3aZ2TbByKWm9DDA7911OzGnuy1yVS/WxsBNicdPnUB3qs/rsEnvYQgZzQH7qNg2gu0CT5FCVYnkys6aViDCGruELP91jpx12O2rERtoQhsRRVxVVuaEJqvOLJMCadOaPEBlO5B4cLmklloZ0wAajIMqAMnR5L5esc5ILfeoGsiOwIIxQ4jAsp9YIO/cYxNLIDLYQoMIxCRge7WAaICbVwKDdnDd4Cf9d5+2b3CgglzHEAH5EiIOWN9vRyxH4vQ6ZBmJCBA4AvJbt2r/8Z/ugTLDO4lSIA09tnXEi/W9nVTyBPAFQM6X37uwFf0jYvvycbkZJ2GdU4J0rstrTGxi2Kwn58XE+5trl2w/Tdy5LM2lylAEpBN+LeXXMSmwmJfh9yimABncabLYcdk8o6syPbGK8cUD4ClCPfaraLBHgAeKLs//2H+/QwpmVzc8C1ZU5EjvytiW3lKTt7NrHMGaArAfmyJT7r4KxKuvw/VEf/y0Pjlks4ymQ1Y7o84mys7ihWdpRjt41cVM3s1FA9EXnGAGxQTPunXyYonRU1DpAvuw1+Sk4+R7uOZ3XefmaAjFE9iES4geX3ctWuYP9VRTvCB8ZLfXaOPGxZ77su28F+nr0mBB/JCTiWD6zAG3iMn4s8yCTyR673sq85ReH3XUif/Wt7aj6l2Hu7NcDbYqblHb+sCFAzmIr0WxMgGL2kBvJ2GnI+RYaEMmkx3QPbRvWA2ksjGK4CmCPdLvxVqRKHPbk5OZs5kK8DWx2PuU4es1+rabeZQVDmFpNQvsxAUJCZSoA5XkAJDjBoz61N1zJ+TfUbhY3Ob33RmEqXXw3WfgMs1SEYUE52/cSMU/VpLgS6gXHuvde5XYepIuiuWHAKcEqJLIX3xgY1rSGXLoMBvv5LQNff7giUzoO/HBgEYMif+dUji2rWsSbp3dxziHmmUI5Y/MHwbffZZx30cpTEDaf5BFNhDvMsl5Kql+v0SC+Aip3Vw4kl8KRQ9T3nF5kiH2AVGYgMIUsCSWSKQQ76jIxP/pHAkyjX6kSf5DQzlArCmROj6kO79ustkOnz2ELO6PqQXqWVj0nM/xrgfQaMCiVExqPs1dwWiCxBCg8Tym3xEAhAOagj86g2bbAhj3VdMUlDhF5KLpPcZGeZCBtas8B/Fax8fLQ7bXnB9vyyJgqR5ggs6X/PpzYNUAthBaTAe6qPvqH1yrEm4mqVQ73d/azTUFPdWjPvpFuoJXOVPdfngqle96mEyBVqg2xXXD/pjnMBly+cGLqCAsc0RLQeRbBRZcoKt8YqVpJdUDOkebSAJJ8Ekqp3L+wxeANbrSgCC1Gfnn05IEmGbCpHOV2AmA8YSH6hgfJJckG65uHfok6GBjGDERG3+AbyAxTh7h77CBwR1XOyoU9TNuIfi0UDP50BakAJHMpAiwebsSgZMprBIeCC3z3UXOz6/n7dPxufmTQEBpOykqAIb9m177cezzH//u2KsuLpXH0ph/U/8UrL4Xo4g0PLBePigr7/lM3s2dJQAVqECon1iHSACIoq9mFWMAZx79DnI4kcB8v9yWIwAYXNVTPokKvEjV5AmgG8pQYfLjwhEb+5SpKyLup8ChDADYU2BgtBrxXysu4ObMEcRRbDNEenslwOJta1c8gVc0uEiipSTfq+BeBcDlsZgMKzhXz8KZ28k3a80dR9qnnsgtwi2+Ooz/cUrAmY/CCIBi9wTPiiUfUogG4trhRt5Qgx9x1o63OhDrXzX/iUEx292248vanL6vA14QMFiJ3Elfja+aip6+ca14ARc91TGwXOf+9zDZKQtlRyQ9kENjL0PkudsyU2C1pUqXP2wOVlMkHK+xASo/n3/vdewGUJxMnadorVFIMhJPqcDT6aDwB6xIsFibVgnRAaxRtzJjS2xrXGS7bA6oG2OwLDXXLBdXbDP7Ed0BAlAUUx6MxyQ9cy9bgmwKybIG/lPsrt2MkxwnzCl29wvgrE+LyFbXhfo7ouw8KsgJqvtF3m0skLqcy1FH3CQZ43HUoeupzdA+awCDUiBHUImAXXipLneCQ+YgK9CbH2VWiQm2Nc8es1fQdkvH+BXnZG1TgSIAtCPBSlwcgShAtpsjCwB7d5gpCDb+GRDos5R56+okXgR1t71LBYQ5+7kkym6yIelNWpDy9jUL6RawfMZm99aFk4m/9wjmaKkA9TZ6sz2m/jcGza2QoJkyCs4hYTYtORaCrkC1cXM/RUzXafY0/lTTP27z/cjTzbfGZfc8O/wH6kSq/Kynz7Q9cpNv8X9fu2oeiAfOiYQAUXdEgaJ3nKERo1fNR69J8iY1Rl+0YzCJaQK/u8DhZKJTeQSGZE7bAxT9kbKnqMGCEFQ544OMnvOc55zmIxTFFmg3uuCGKoAVjyAIQbjc/v1gl38t6xurUKnQQpwbZ2+gffrNREBY+Y4hiFzcw4D6oQkeTIdBHBRuK19krwBhntK/n7sBjABbglIcsPSsGGO1s30c6nAF/nBqHWGSAhSIGkUxl4n0UGQvBUFSWN9Zm/oMe5ejkBKdJFiA/iwH9LC1oJZsiWjquzn1yUXEBLEwMc4xW4yxE7XjbhILvGu+9P16eD6IAnkch9/CdD5nGKBhUtu8mMypBf5UNwoE74LuCxX8EnL/uLLHDD3Lb3xlxgBSu1Hsr6iLo7Eu9yBBzrG3mTJx4CdFAnsAJOOV5EFsC1ZkheRJZ0HUsnWCCoiTSHrXbxyVbzoehVdcd3HYCZj634clR2QE/nvaQcdo6LGFghrS7x8yl+UCTlCwYRF/p9a1S8t4o99jgBb7zfKUTOMoV8XqUghCnDdfcXdfvoFRvfjU/yENMol+ATH5a6GiW96XMiiemL+YtCmWPHNBkh475dhJ82AXOl9Af1dMYo09e51xRsWGrOmgR3ZVaNGfWgSB5ORIfc7euRPEAso4IMR9gP1WA8HShIyMBAStNilQGxAZWwsyfqt7gB4u6egINW3tAT8ORIJEOCcY+MFBUBn1OsRCq8O1lzJjorHBg7SRXfFiMLepSt4yfsC3+cFXJMSnYbOFbALBhKObkWhJKUrRMkwc2NFcNjJOrhiijnuNa3+7t6MZxyYvWJHqhdXXYCAinGJK+QNwJOHECAB3yfp6ZbEoGQXN/sEJiDOv/2iGnaQcJgy5UGnSjr0W2z3IzPkQwRCDIhdZHI/CqWbZr9kiobYFCMKELv4nLgDqH1kKtKrIOniFG4kErEAzr03QRcOdMU90EPSKROUGuSq5VrqCdVJnvmuzkycWxYRZ6eSxJE1xVwXL/90iDozZGqfK5HM0wfAWf7DmH0srRPQ+mx98UvpQ1gUHl2vpQsE1nga6NkcblMCxD1iId4Qfbneyzb7yZfu5JPpPhVuKgPs7MenkETkbS8FiUk5A5P3W9qSITJwEZEyd9e01CFGYGDL2Igg5VFeaYTkobnCWw2T38kUeffVyZsb0o2EUslgX9cf2C/f5ZQm5YT1Sw70KBTG3WfyKoSKmAFggP7dzYCjyXb3aZKS2ZoCli5hdbbAEli39EyGtanFZySqHwAreDDvPuJPMRIUunSMFDNUXAUJoyMYySSx30iALh7YCXjFjszYp+lgi2Q0xcCPubLF3ljTb7IyR3I+PwEVHZFA812dYq/vkuT7fPGem45bAij6EqT3Qbi/Lg8gsClA3Y8V7gNgkiks7Mam4oxfrR+Kc37t9VT31cWIL8UCsEtELBlp6ANB2JL/zJkqZbyARB5Qp1oSV0x1vQqPnCbPKoTIExWrN8OR3BU6cp1OByHUIfpcb8jap44BXTlCwVGokXNEv98lb+xiQHzLcddGHIwTwPXz/fu1qD7DLuJZBwbMYaHim5y86WwvXSABNhKJBTjXO+EVRM0JJU4swFENhk7cNfv5XWRbZyYfKRPwjJJp3HKmD4eRI8aj2FvyQTQQP5u8SNZIXzJxoiCrBRqw/ViqYi8vex8PmXhjH18jWp4coKDqhlvhRfzgDxsjruohcodUiYVuGP1QIPgY3u8DVHwX3re8jiBQQdnjyG6nn376YTIJgk0ZYL8u0kVIloqX7o3RBSDgYJxeR8VMdTJ2iwskxRXgGxfj96MDkmO/UQjz0gHpjPw/x/YjIMBGB0hK9v86fIqArkbB7vOQgQyGR8UAlDoQzBSD3q+zTIYt6uwBPZvqtLFQ/w8M+xl4wCT4FCTrp/yoG/Q5wdtrn/5N4iu2gpa9EAiJax2/XypvLoAbG9chKkj7UB2J3KCDTQMMycQebI+li0fA38Bqjrpg8S7OzAVgKUgArUmJeNYlKf58T/FCQgDx3myVTMHhj31KE4kOCRGHCGK/kUy8IGXmghjzhaIn/ls1EycUCfkPOBUCiomO16OHvTeC2uK3IkbRQXz2aYZwo9dk2VIBBn7spEmgGMpHhQqYJ9ORsqHO1OOx4gcZ1omL2X6VL5II23Rkduizi67YOJDkXmqRC9QVcivly32RE2RBEbGvIZnGTHzvU8k0IAgDbNEd95us2BLGIo3IpmvtNVu500rXfoJJ/CLX7GYcFDr/34/cqhVUDb8RBbvnEWZ1kJ/lVHLyQTMdx8n4qZ+3TqZW9EuxxLO8QgA1xwdnnnnmYTKg0p1FMkmfjCMYX6eqMEpADiatYBgt5+kEdYwYPbaBfWCE1vQAWku81goFMlbG+K4hMXS4imwfILFfySmJSaaYKpaHOJAwW5FQDHRiSJB1zL0JgbPYSSeZTNKaE2IhsBTKfdKZxOxxYXjmpKPQhfoNZHRfEriLBuB0LVKR4qYDQxKoBopL7zgnBYo5gGXOAB/QWie36apPrNPNkSTFLv9Zk1KoxCoW3s8XI2uSFTnRxSMHiolOEwjySTKESrwAeEWfZMpvAEu+9Jo/IHK/velTtyWm+UZ+9LGPCAsVjK0BmUKFOALvPg/cHICxXJZnyJJ7wByx07GAaLEH/7iHYqHT3s/L9hqj+SLCNszxPTzgL7nPXi1j21yKOIsTe2vkjI4b4CuggLc/A5wpMsgQG2hI+JPK0moLzEVEjRn26BhdE57A3d6rhDhrOJA2mOsaOmkyshjq9zwgcdSB/SQPJYBaxhbs3JsN5Z98QiIpXxow/lb01YcmcYqlcVFbzRHGaB4sO+ni+SKZuFK44RECQeZWnxR0sdrP5tv3tV+1DJdOCFrSBADGsHVdybAzAxQw2BuGCHB1VdgTxyZTRHUyCrKAx6KshXL8fnNMj0NwAjuBpVjs51QlvWBPRh7nbMoD0GNcoKSYKK79lqfuRJNZ31LwEB/Fbb/qjeOTSQLFFUkiWxufe2KAOrkmSwCB5KbzAqxYL0CnImCI/ZylwKcaKJAYrKA0DqCks26pXswBct0VZQfoOHhgM+x+np4/EBqFxbX3yXkSAknQHSbDkP1G/BAGsq17GAdG34+uIaj7UTX3lweIoEJFIehryQUgDVjFgHzUHchlBaCfewYM/LHJCFsDMkSi11EBtmLGXuJLDMAR5Bv4dcFGOHWoipuuif3YnEyrg2tFCflHQszVHAA9MqD4yo8+phYRlMP7bWHIuO9QE+RFP5YnnxBhn0UqERl+pM6YW5NwOMSmiKBxUKd6mS2ZWG6ch5cKsk1dYgF2K66KmZzqTlJcmwNb702hVD6YqKloe/kODPQZhBq+ynlkRPFrgio2xZWcEVfkbHilHlAdKWLJFHn2UF8oqmqFGGU/ZKD3WyAfGkXLDa598JnPfOYwGaZjIphj75qTUBiqwNnHKmIQWBSndOvPqQgDg+i8ONg1gbYurJnX7g4UJ8EIoASLNSCysn9PJuiQC872/+Q0xYO9FMx+3SB5DtgCMoloSQGTB5a6hn4+XAKaN2JhbpKZjIfZ64x6vcteA7/5cZ9kZGMghigxdXLJ+JYf3YftBaMYYQNJZ4dzMn4zR12cpEXugLlCBRR6PXW/OYgfyWqATRLrqpCZPv3O3CSa3c7GS3IVRwAfOHYXihibo7hhB9fUFYg3HVHL64BUhyiedSfsoitAPpFdOdVjVXgQMXZSCAEqOb47RkTFJik21/EjzOagQ+LPzkNjVuSND7CLCRtc+QQA96ts9wEbcpbCRUFS3OSnAt8KCZxU4PZrNeWMZRRFlc37WnwN06gv1AJ4sI8hFju9YZM6h+BY11XU2BiRhyc+380FnKaMIlQKDxtTieSQmtFPDvCT2EAyxb1HtDQt++Cs3rkvFuGApkBc6ZbZQmyyWx8epQBSJvebAmGPgmnJQS73RkT4II7E/36CRzGmqO7X3ibjH7GJVLLtCYwBoOpeBG1PEnsEUAJcQfKdfaKQwLSuk0xCYt+SyQYeQaF7wk6sZfWRqRiqzTQ6fslk8kiALgrr7SRy3/2yDcGim8Ki/LZu38/cGgdWzjG6N0xWF+W7FIxm9oKCmmDzD6bH1uQsQaNw9sYZ4yHZ2PxDGSFl+ncJjBz084ziBaAKUn4FYK4JZHR3uopkGCcAAEz72EUJqSCJu5a8JP5+VSACAUhJvuRspK83lUhikpyOVbLrbiQ5EsPOvateoSN9WVcVi6Rv4wTe4rHX/BWJ/aIA6177URX5y8+9+1cOyBVgAsiRISoMEOy3dfGPfEcqzRXoAUH2Ytd+J0GrXsl0K3AAGZDTFAkkuDts6hTioIPVgemmAK6YVGz6pTJydb+ECB6JVYRr7zURM8kUL8RZvu0nA5A5KhYsaoKqmaJ4GI88UGAsS2iYqJG9Gxsp0TkqrrDOuJFcueTalmh6rAiLPBRHcldBR7CRBf5OhoRRUuUVZUm+UUr8Nq5eYnR9GG0ZkPqjqJoj+8HMfkRMrMHtXdzFrlprrnylEUpOfuwVQT56DvvRj370YTKAuk9y0e0lY2QgA3RJfwJfQRJEutM+mMBnrR3sXYwYj25PVyxhmtmbpEkJ5P18o8TQjSr+/SpFu3QZ3X1J4diSa0tYANOHd7iP62OEihpVASBIZgWpn8NWNCWD5AVGAB0I69rZS8FPJlCMmV+ALzKg48GkkYJ+jzLZDAAo4IqFue9XdwL1fue3GJBggEo37rP73Gj+7Q094lgXp/BIcgnhnsgdf/ejFsAXCaESADbrf+7PrubhmskUOgURAcS+FV+xKQ75u6U4RQDBQfAAgH9HsJBKG3vaXj5D5ucvBNrcdTc6n1bNxL5cQS59lx8tfejEgDJAazshMDpBeAGXFPl9WEs/rcEPfrs2GyPp+8UTYqV3KssVxZ+iJUaQTsBPMbSU0Wuf7gsvbebVDe83N/GbazSh9wMLkbS93iynXUMR7HjnL3aC9/wFr2AN4mPcvfFWziKk+1EweEaZo6Dwb28k9SMmxDeCg2jB+X5JUTLkPRlctOwml/gEcUDcEVoFux9BFO/8xMZUPr6guuxXeTaeitE+srl/TnAGEJSwDEnWTUYGsqYpwPazhxiYjQ862l7DNngJaJIchZVzvkIuuE06mWATQABUcVUobSpxrb1ul4zDzEmiAQTMSyHgFJJhP5/nv8l1CrJ7YGm6KMkmuK13JtOZKpqYPBAEMgo3Gyik3eUJTksJvosJKoCKGnlNgPWhFPymO9DlYbtIBxtIWNforookr0M1Z4xUkUcCsGS+6efdxQmGqmDvJQJsHUkCcMafTLJKTOtL1r/FOduLd51uv0gEGVIQkRIx6v/FFVWDiofLX3cAACAASURBVNVnZPuMwgh8FB7djI6W342zlyP4A3GgWu2nM5ARBLBJuDegKVbAlj8pE7p4RQP2dPGnRvGPgoO48JNmQTeDrFhrT6ZLQs505wgM0g37FHv2tNM6GZIIc+SZnNaVwhrXEgPGkgxhl8PILtIh7i2H7EeOuiBpVjQJ9rbwPULB5rC6ccEPgs4fMA9Rhav8TJ3SrfdhJ8auaCnU7AVfFUAqmXF14aLiUS00lRpH+UB509XD0X6yiD0sgYkFpFNMqoO6+L1pNpklQn70W+7AYHYTE/v1t8koz9QANQTmHLzuda87TMboQNoXu2DrFHbhIwXo9hhGUVPYBXsyLAlDZVTXlFTGIUElfzsS2ABpQSKAFCIbCpAUTKw3K/UhF8kUUeNAVgAJaUzR7yTCkG0Q0/nrbCSehEBSMP8GQwmGJUo8AIsp/79eFdjPpNupCeR0isgRKVBRw5L97vVdCabzc7+9k1VQAywdbW802q+4E6T9AppkuhsHFdgz0SdS2UtAxkMMsVmJKHkQCV1En9ZEttuPa1F5FCLJbh8EH4jD5GQg4DdkQBwhgOwlpvvRSARmF1HFhG+M03qvXO+zqNnL+jcwoTgZn2vwWy+P2OwDDIGwwq07EVf7FYq6q/6bQq27pEzAKYSRf/mxn2RA7mGNwsj3/IQEixnNQ7//XYzxg+7StRQiMj/yTfHpDUZsrkOELciGcSN+iovx95KGfSbGpVOzeVeMiBl4q2A2NotzJEPRR+JgHFuQi+Vtb4ajTiCxfEwd2EoTjETWxUGPRzHTJfsOgmVOyBuSawzJqATwit/UJTHBjxQeNu91enOxLi6+KRTIv7gyTiS4NyojBpZ6LPGIkYN73OMeh8l0EbpA7Kp1f8wFywUECpJuwDUUXcWmDaaok5Z1QAyHYSMBulDrhQIymQCxhs3JCqA5KIAKuHv12bcc5Acw6Qo4GsPiON3WqU75QRDIiALfuomihlXqCls+4zBduTFjvaRm+wSsfwG0fm4QgeIXpIS9gB+mj3HrZnrjE/uYo6SylIFYAViyuy6wi+xOir2pCyET1AoEP/YBBOaoGGyZVoyQY3Uk5tGbGgGW9WOFTsfmvooq37BBd8VUAd9BNpFgdlJUFQJ50EQVgTJ2gAm8qTGKCj8iT5alkvGtsZICdYwAxPiRk/YflYXN+VixoLCJax3+frQumQK3T+xybbmsc3MPhKMf8aOWIbvIkFynXuiWjU8etKIEw+QwAraPMhaT9pLYi9NHBMNPn1F4FAD+3M9+K2ZNwqlM/EeFQqTFKoxEhHy+D9FBIuUj/NSF6gjhmQ1Rzm9gz2Q2OqonipjxIOPiXT0gb/dz2Mis3JH/MBc2U5ZO9T56P3JT3VGPjAvG7aUDudXLSf6m41cTEFR5xm9ikyLVG7uRSsQL4fP/B095ylMOk5FSAJpg7deuKcRa/P04l6SSmALPoxgSOhmwYUwgbR3LdxUg7BKg9nZ/gSSJMMTd8eg4SOEIhk4tme5TkAIkc9qS115b7w6Io/YpUebkXoLUj7/341PuIzH3u1cBFjAGGAC/Ow4snz32I0U2rAhanTjJqbtPHaCxKv46fzZmc4rN/nwy8WR85qYbAFCWZnQ+WHp3CeYGiMidkkpyIzb8vUEhmYJtA50igqSR5HQ+gIyd+jleJFY3ReWRtMgnFg6kjRPZTEZp2G/aQ+oAhvErwjr+Pi1QPFMTkHB+oyLoWmxE6vcV657cR6EE8LDEbwSHdNnqlPvzh7xSsMmxclyOAe8+VER+81sXzf6hvrCBOGTHZMC2C1yPg++NU7EVG60WWQ4yF7vF5SG85U9grhu10zuZ+IWB5oL4IAz7nQR9XKcfBcj4LGeJESqnWIXlcKM36SGvcEk8K9BURqRFt07t67cfqkl7c6B6tN+R4B7IQnfrOn84IW4QdfVHjlOtNLbtR8RUQ7GbTkTfPdQw/mt8QHpsDGU//juSxMk/DEcm7VcWujGA191xPjZlYJizoteSl8lhpAbNYWRqjBAbwWj7NB1dHeOTGxVZySxhGVLi9i5xnYaAFxyMK4jZwDUFTR9m4L91zNiSYqYz0gXvx276CFC2F7TsA0AQGvcUNBKiz4QHKgIaoLGLuWPDOjNLH+7VY8fYFRQFGUMFYIgZW/S6JWDnT8UAsItRfrM70w7XfiaYH92Pv4CMv5OvrNPr+vrgDT4nYSqyckQnYqOKJQ7A18VfkUQy5YgCiLQYJ/8B5CYlukyxhxwhipi+HJIfCkA/RuU+igbpm390B3xi6ag3M5Jw5QzsoHaIZwRQjO6cSk5+37x4YkuFHGlDWNkVwUlGEZFDsEeTIr6Ne7+3HklOZrmKaqGTJf8jjzo1BF+sdMcon+AT6VQD5JqUAQUHYe1n8l1XsaTUGB/ipSDsN3D10ob5iw/3Q+DZw7it67J5P6YE8+E7HyvEiKl1X9dGaHvDHzKyz/uHiQgWG1AdqbHdtCjEchqGaCjggHFoJDWKfdywpgiWqAlyRO6Yo3iUp90AyVlxjCjIoRNYOqkZUAm0ZpeA0gD3ebX+jtH7Lsf2zk1yD8lGsuyNPK4BwLC9PulsH9BuLYHcIdDIn5Kd8fsRMQnHydg2+wgwwCmYBWLvONd9Wg8UDFgtwCVFY+0c2d0n4AKknGyuigWgAyxkvj5+FVAJDmwWCSAr6vrI2ApDM0IJht3ygUKJWCEHrgl4yZP9g7EqQIqEaygMiINuqh8Rcw2gZ0Ma4Be7wNvnFbdWcEhscgP7Ni5228+1A75+PzAygmXzG7ARRwBCbIu/XgNlD3ZQJBA/12ZzfrU80lIhf1k/3Y9uyhm/xW4fYITUIh82B+0NfkiduEPq+okB8USqJLP2ckwyu9YteZgbPyYjY1tWMlfLXPZKsJM9GnYh945gyzTidytyrqFQIRK64n4jmcIirjQ2cFSxkvtUNbjQHbYOn211wwqRrtN43JNPeq+Sbg7BYT/kiEKCrPGjmOjT+HSIxqcQ7dfL8is7Uia6AZK7iqUYgZviHsFhRxjdj2LxufupR0iQXNYEkP2pt217Dao5qWnqnc9qhuXMPlgomVqpoVCwxdsJDsXAgBPG3Vo9QBBACp0g0UWRbhQ7gdfPRkpEiWVgpC+TImfv51A7uTEZnaNxcbZgINWRr83VuJOR4nR1vsPYipfgVBCBX3dTwNc1AJlulDSJmWJ7xtNv68LOACYAl8SkSoAhERSG3mCkSAJSwKp4Wftha3IyltfvsOZ7nxVHWDYfCOZ9wEsnEdkQqEkWxAfrFU+Kbj8O5Ge/WEVS7A6sz8pPJiH7uEBgi8mzj/FJesWDL8SXTUPJAAFbixfrlwqAv+tG9wsWkgEw8YSwsDkSbE4Ku5zrbt2c3BfBEWdwQGfJvy09U038zWfFvYIkRnTzQEqnm0yciwX5Tv1BFHWB8AqO9A54BQ4umCsC4++uSb5VxPqYWg0DVUDXR0q17KeJUSD5rWNBHPODZkATtY94VUw0Ii1nwyeEEKmGwUgH4gNb4G0fwoJ0aw7gVz+ZkwzGiD9Y1IoEXNDxU10UcLHq/21ytFbcu9g1Pj6L8KgRFAoNkD0KmrA+Ex6p4Ef1SAMEp0jTljORk8YcxF2RpezKGX5FQmAT8t2bGneN9Tc4dYIsK9CBjkDrhBToihnA0M0BdODjczoNwJ9MoSMbAhGBpTBaxxGkmGE/agFQJYBkxZQ9WqSgCygA1hvNzLHfNZucfIjBfibXvXqTnsQXQOa/i771EMVWUPQjYoIUqEleoAzQAJiiagdib9KTaObKxxgqAPU54IM0nOr5z33ErTkiXrpzc0USWqYChvZCsBeGTArzOUsfpNUGMKQMUAAV0p9iwtZiwHJFP0+vUJu33+4BhIyL9CwWOiZ8VxEAtAq15AYIAJgC0C+EQYABkmKA4e/XpLI9EtNKCVVHXOsQqTAIqX8HSk14qEs2ael2bZhDguSS8ViS6ReJIA6KgPxHIGAMadV6OVWhH58SF+IJ0VOsFHL3oN6Juz41zbz3qYniCAbyq3HwUR+sZL46tH3C2j78SI7Dld6NbTzmgvAoJvyGuGtM4ENv+LNXBAbyMZzV2Rqn7ypu9mkk0xz4m+ZJvPMf0mTcYrslcT5nD37ZhVk8IXvu1fstKLfqDiKDIGua4Dpi5p6t8FrK42uNEDxQIzQnMJsK0ofpIBDi33KbuDu43e1ud5hMIcLqsL7eRAWwOcy66F4rYziFUlfRj7cIPoZhEEUUwLonmQar6uMeMUGsRMAZl+AknXC85CELJdMxYlicD2gFlrlZQ9Yd9qs6ex0tmeKkMJsrycTnrXO2HLQfQyJxY/T7zTkYIcbW8rrd6RKf/ZAg9uJfhMxOff5NRt0AVMazu3IFkr/3sYzJKAwKnOIBpBEuQO+xQXPuVyryB+ZsXdCyCObumsZn53yfIoXQYOi6XcXTHghS3H73dy+5IJyuYS7iHKHYRczGtt6IaC6AU1eMbJuDDhd48nvvhJebumSy4z7wRk4ZF6UkmbjmL5I9wiN32QkhBYK9LsgeyK7ioSux1wUpQQD3qxeTySvzRZTF/c5TMQm3qDLJqCfw0t9cE1FWEPYej16GUNjMG5GSy9QEMSMv2J5dk1FR5BviwuY6XcQdidKw9Rr2foWqHIFt7sV/miz4oUFLhshYC/Zd67xyXAzLC8UVge3vIn6wTZwjyltut7RxqtPcFES1gJphI7B6KB7hRu+hogq4v3zTlCKMmhlYhOB2XWQPsdqvKk3qbV1YAmAnL5zq8HWsHwsQ2IJC0itEJIsOfB2ZawAGYGKHMEBQ4E2g3y6DyfitiFqzklwKJoCXIJI+mc1tnCwo9sPv5D3kQFA3wREgLSEnI5WQBs2ZfTHrTiLXMkcER+CRrQSa8ZJt+4g/17JGjKnzvcSzzsMXQKkPmkEkFE8FReehS5HEpEsdXR9jaM0JyPWBAsnIitQF4LQfX0pGUuMvc1FEgCX1AMuVbE1wbNQBfhIM4Cs4/IfYALJ+icteVyabY91iFXHUYVIseoOkOAEychVwKGrifL8hqbtQMciGCDKCpUOimCAU8iWZeLIOTlqVs3LZtXUTsKbPQADcigfyCksAuvwU9+7Jz8nJ7ylA9ikPukxxp0AiKf34lNjbB+3AQOoCIqb7o141qYSX1BwEnn34Qm5rEti5j8+FP2LNZ3VmOlXkk0/cu08624fRKE6wTWwi5/4Oo/uxLkVdUZOHyKwijHy4h6W8LtiUNL7d8jXVCq6ah5xRKJPBYDmsqFqvR4424XLNPosCIVds3Qcxhf8wG3mhNrTyrGmBS4i6fDt6W5eLSXIA0UAPbCSpQAdyPsvYJHHFD1gnEzhAWXEle2KZTs2RkP4diCbTOXO2ubg/SQfAKzySpzdJ7GMnBeOWCl2D8SV1r99gZdg2wAJQCo0Cup/b7jUjwIU16paAiwBSVMgvOnJSbzLJbI2OxITI6JAkM3UBI+wz4XUMdmySswEVJUASIQPWZnpNln2MVeDzvblh0OammPTpZMBERyiuATryJnYAm4LA3n1/vudPxMW1XVNMS7Y+AMemQOtxxk7NUFSRSHHO3138xcd+zMx4zN1aLYAjmQOrZPIRQFoWAbiImJw3jt6pvJ+sAH7mxF6WEJAk4N2yrNyBOQienFXA4QVMsizQRyqbm5ijqBmnjVG6T8DPnl00kCR2ALB8LYYVkf18dOeOsYtbpNc45I7d4exrHr2cJA/ZVE5TwyhNCg95Wz70o6VINFJEkVNcXQsWs89+W1UyKhTCIHdt1NS1myPi6B6av7YXBZCN+dPckSVNIB/1EgISu19dClOQbRipHli26Bczmb8cRZ7YQWwiLWwOy7tmaHDMQU1DIA5ucYtbHCbDHBhKUvUr+MgBdglimQDdv5vAfsa0DzPAKrAxhUehIesJFp0HFtfdgcRSkMmhDGhd3saKzcR0OckUJWoAlcB6L9lRgZQAAK2lEjbVzfnuBjQqg3ED7z4UXpHlUIkABLFyHTib8FkXDd0u+7AxwiURkTZ+llR9CAtSBJR1tpIeGyYnW2phi15bV5yoJ+Q6P2Qi67u6ePHXJz/pDC3TkNEkDalLt8AG5tG2724tmSULXaAEpGYAEKDUHQcioxMDQrpjEl2vayWjcuhQ+lriF5EQw4AK0VBMyH+9nso/wEP+KczIgQIg13s5SScrDxEvOcE+5oDAiwkFIZnuW3cEIPfb6OCVAi4vYE9fw/WRIfaTw5QKeela/cYoRXL/zbj4D8HYG0t7V70OTNHiY34hoRovYk+J6L0RyBfiLCdgD9tr0NhN54+oJuMvZHqf7WCJTMEU/3C/iZd4gXnyTKMDixVGxZgNGk/lvWsaD/uwAYVLwyF2moSzvZjV0cIUyyKaBnNSn/oR5b2vwm+5Qyl1f/stYHW/+UsMin/fkdsHN7vZzQ7bcDZeAIHejb3fQMPZwIWEgtEDfAWgX4JgrVABMglFTvEAJIrY7t57UoqWBPUZrG6/U1gh725dx4PNcpDiLuCxSQmoSxDEyQSMpAUiNlpwKHIk6QFI7+xGNqgBvSSQjKNJOBJyv3i9xyyQFGTfBc5sDgRIcNh5Mp1MPwGQDKApAHxCBsRkeweuMZKK2EFciTMAYe0PKPUmKjEqjhTs/fwlgNVNUHr6uFrfleQkMH4DnFg7YkPZ6UKEKNhvYRwYPJ8gAzpxkp179H0oSqRwMjHQJtmThHVT/WgKidC8bW7E8H1XvhqPtdBkQEw+HR2n+Dk7sbHufT9+2cc9IkniGgFkJyAHp6h4moLuWtiYPfgRYCrcjSk9hpb9xTE7mCPA5wM4gcD6/15jRwzEl/i33MbXSCbSrYg0KWEXZBoZUqjdax+fSdLvsxUUak2JJQ4FUWzsx/VgeJ/Gp4NFjO1/oqDoMhFW8Yb0dTFjOySXz+UffHcNn4ezvVaM8JmbOIJL/Obfxa5Grjd/wkVxBad8hyqjASH/25fR71MQ73LTmBGqg8tf/vKHyQSDZMdwei1PkQAiktvkdXv73cMAvlmJrpsBBBwmoehjsNaTJBnQ7s8CBolH9yd7CiQSvuLfp+lIRGzXuqpOjX0EILar++t1Z0XW39iJrIJgYKa6dN1LF3+JR4oj0bMxMqWAkg5P9e5jtrehR/eOwOzHNdwLc20Aw1AxUsRFAWBPsiMmjaUjaMnsmgR6koek6Tv85h773bHJxBGJHvFyLR2krgVr5wOKSjJEEyBg/cida/vt8Srg3icsyQFqCplOF6ArNR7gA2i725N/VBQ5Aej3M9/IGyWi4wtx2gd/KMjiDolz7d5ghPyQ3MmgYo+qImbJneKtH5UBXIqHawJ2MamzVvTcQ5FLxg8KixjwHQUA8CL4YqE3fyI7yLXCuA9ZgWvykYqGXPV3XAvBN3eYTIVCQpHxPvhmrzv7f/loDoqX8WkK+vW77if/tj103HwjJhH9XiumpuxHXMWswsyuclwx7uKviIpB49pvazQXBdOO7l4r1pVTutiU0isfLTfBTDneZFcO8xc8svwFJzS4bCDu2CCZTp6yvZ/ZPnjqU596mAw7UO2xvdbqBQE5A5Pw//6uMFmTAQYKRDKAar3PfTBkQQDAFGqFqyVek1QgsSbXxMAUX4XJtRTQZBIMs3INgYSlk26ApM9JkGQcIsAAP+cjAQJK97nXyfszWC2Q03GbG8Lgc4C+x4UhSyaSjqRR7AGqICZB9RICG/qt0JE5+dmShmTm534Vn40vbKyAI08AxHIIPyt+fdSmjtAcEAq+Ft9YuALgnr3kIsHEuc7D2iMwAobu2e+u9oPAuB8GLe8ULUVmn5DVc9zLDwBcTJBhEWnrp8aJeCdjL7mke3NN/y8vjaP3WYhv8SW3dV6Ku3uIEUWuH5VhO6QbgBsH0qHIIbnivRWorXTJPziAsBs3m1NsNATJ5CxVgPQN48yRAkGhNN6Od8oLmR2J5BdKE/BGeuUDfE2moSGvK6qKPFLuWjZCyR3yezJ5SCFle/tPXItapCFCaHvzoKIuXtgYUYALlDB4D7O7YZQb8Mk+FfaSu0idON9v7EsmXigAmjx7keRMP7mQjM/6gCwEmdwv3o2Tn/y/nLFvppcFxZfmCPYi5yc4UEECNhzda2k6GpNUpACWDR86bH8HIL1JwgYier9J+HdGBnBAnMN7x7ngxPp1v6Q5zpE8dlAzRoOzYFPMMDxG1y2RNwAr4O9OdjPh3cVIagxtnyTXj23oePYLKNhFF6XLYT/B6+/JSLWCTsfj2vyoyGGsSFPvdLWxwhqVpMJASV+CEyvGfpuUKFo2/umqJI3E9F3zEDst++9X8bm2RATCbI6ESAxdfjIAv9+jLM72kZ9iBgD3s6Q2tyBJSKyuXSckvnQCbN4dGpKE4O0nCXTFxo8siQm51dcHHvu5b3azGQbgIzHJYIWiJVfYDQ4gk0ikQt3AxS+IzX6WVjfFXkiLItPKjXwyDvaRq+RqBAOh4Kt+eYuxku/hlxymPlnS8F2Fp5eOdHfssM//Nwd4a47s2q+x9G86fmOn3imYfMMG/NybznS/Co/42W8stLQI//e+kLYPW5ub7lOTBTfEKOWuX8ks/8U9hcgSgtzd75j3/5TVZBozNUDBhptsDXsQWiS9ZWwxCIvhJiK6T6wTh3zUJ50ZK78grBSagzPOOOMwma4BgEq+PgWMYTAtYIJhcRTAkoAKTzNo/+Y3uQ7TElCC2ERIhHtDUjJdSO/qTMbRgA3TkvR9BjVDcSRQs861ZVrdFyed6i1imDxGiP1zMCCTdGStfkmBQoxl+5uiZY3KWrtOiHLS74I1B8Rhv6ge4drHG1IV+v3Orm+taR/VKInEF4KomHXHiI0jOAq3mNyH/Qt4Swt92I35Imv85TvGJQYABym1ny9WXHVT+6AgCor76xx1bi1dmhNbIrHiDlkCWHwBSPrAIH6QI+xjnHwBSBUNINiPpsg7EiASImeAn1hB7BvoqSsIAaInRq2T6pJ9XhHr9XBjk0O+QzUAuOJJDilujQ+KvHxDrOSMLlOcKUzwrV9aBLDNW5zZwGn5y9rwPsilFUvX15kinr4LE+2ZEEfWzfsRP2oLmR8Wwk3xryFia/je+2XMQSHy/3J6K117P0PbXryKLySS7cUo4rrV0X6CR84o/tQKqhkfUBnFvXrQOG8cmihzgAdIio6bPcVXqxviSndMNdhnn/OXeIIx/fiqRkfe+X/jObj//e9/bA0b2zPwTkjO9nzgPvPapDAKgQ/w+3WRWK2NHRjM3gW6SUHvbPVDptB9k1sRB5tuKAQA1tb9Pk5UwJiDNTEBLwCNW5Bg1H1CFqDA2AG8OSIDwBDrBIq9q5HUtw8LkNyKiiKr47eG28+HC3w+sJlEYpqb9WbdqM6oX/jAXtbjJDXGjLnuNT1j6Jd/7GdbKSLYLoKBJJBg98akZJgxAANyYkRxQ7jEKAKBBCQjAZL3dSl8wW4egQIUvqdTSaZYIG17zRogkG/tywBcYiQZ4uKz8ot9ABd/AgbkqsFQziiACuV+FSYSIiYw/2RiDykBUDqLva9BTJJcW7KUf8iRzl7BtpFHjlFU+JFtksknACoG3RfZ5gsgqSD0kanIDsVB7iAf7iX+YSAyTA3svymaCKtmCXkiUfMNCbYf8YPTchY5UpgQPqTS+Cyt9THIYk6D1UQqmY1txisW5G2/yUzRV+QR0X2oiSKMvMmpPtRG08THcpgKpJlBbBR9v/tdAxoa2IwU6fApFfwlVsVbH2iCjIgb/tOMwk3r0YiZBleNSYZA6KzFqvw7SHKYDCvW6nN4ryFgawJNMmnpFV3rum6uA+jTybAzAU5e2Sd5CRrJhiS0jM1ge41Kt2mzAQlKcLpmd3kcJ1kwe0xasEpm996bmZKTz3oWvLpwjrS+1eDX904GUJEMpAPoCtaW0ZMJ+F6O4Gu+5VeECxPVdfKzmGDXHpcNPQoksiRJgCFiyM99+IPYc00FTxKLJ4WIDdyzZWxEANiYM8mSHXXUYldh6OMVrU0BMiQFeVQA7UaWZApQn9O8d+RbtpHs2LoCDowAcZ//jZQBa7I+Qs3nNrsgCac6ywCj91SGOFbsESDEkE2acCkOuzPbRIHfKErwo19sQmblP/exxAJIgSAZl9/6ET/gi7QpDvtUOfZBSsRVb4ZDuPjFXBR91zR+hV233B223NWcUCL2jn05LWcQU3mZDCHW5VEI5RIS5XNs4dqNzeari/QZ6+QKpz0RrolA9NNA8FLNkDNsrjtG7hR7CmI/VqwxE1fG7JpUAn+Xf8i3PEgmZ8QxrNFMIeXysl8AkxyXsTVrfviF7flZbmtE9hkMyagTlpzEgNg8uM1tbnOYTGDpECVGd3n7TVoSTFduAIKBFMw4vQkHcCnugtA4FAfgQjYyoX79IUfobBQ6xYHxdSeMQUbq5wYFo7Xs/Yo7yb5fOo8M9MvIsW/FHejpHiQvUAJCrtVB4bPuh8gAWONka8nj3hI2GfKhm7OJxTqm++7du7qYftQCgSIrkqCpCYALeQF4CmNvwnFfYKg4uJa46yKRTJL1udZigbSqA7IuaK2TH0mduoXuOJARnQ3FRoFCRoCO5RwyWxMxeyP2Uxk2C/GTmFZ85U6rVEiapSpJDTB1A+IdCFJd+nEzoEENoCQp5JQu40ao+yAQNgTCOmufFbtyWJx7ZKXXnY1VF7LftQz04AQs0gn12+k0DIoB/4kjAK/zEXfUod6ZL14QJ4R9n+UNnP0//8HE5GTCwn4w0f2pVvJTQe+DqMSm5kABQtrkCGyGU+zVa+vmb3z71cvIrTnJDxje12JjSz3W/vfTGTAbzrpm7+xGeuS0YruXHXxOLZEP/VQErNUoatD4YB/OwhY2AnYtkztqJZwUz+xBmlfTNErtR7GpmdLEIE0nMFQsBTMlb7W0BKAUZomgs2AwoGyRH4D1owOS2W8JZxMTCYCDMQ2G7Z2bnA4wkQ4dN13jhgAAIABJREFUESMoUPu0sD7cXzACF8VKggogay6CAyvvYoJtk6EUV1KSbgA4uieHdrfsulibzgebE0j8Zh7WYPr0IfKcjkwHJMl1qpLKtZGBfnWhouE7AN2GC+C8pTkyYCs4roHMATLFjOxOzZAQ1vf71YXmz4ZAl/0QDd8RE7rO3qAiTgAAuVgxMUfjEavAp+MLOcTKqULGa+6+Y/xiuk+sU9TIjHxB1SDviR2kCQHqRxDNDYgoooigeyCX+01XyRQF65I2DVKUEDG+FxP7GNJkcEHR2vsn2B4BkjsKZG/IAs6KFEWNjRV/sSG++aa7vF4HTaYAI0UKuAJFGQHivTTlWhSJ/TjS3khKqVF0FdBkYk6B5vO9JAQPEDHx38cn92NGyXSocMCSGJzfRb+XbRB4OQwDEUP2gQviTxPRcjHshy17P4F1cTkmduBKNwfIGTvxsSYLDij2SDGloFUEhEETyU/spbYide7hWn1mgOU98W2clMCDs8466zAZJs9gkr/XEHSIWBxJWQEio2FaOu9TdRoKCODEsCSkQmjSjO0evbkLm92MlDPMzTrw3tHZz9wCCsY3TgXaIx+SqU+xSo6/Yct8FUbOELQSdJ98Y1MCwE9m6QDLphootgr13pxmB3g/niDAJRPZSsExd/5TIM2tO1mdtWJPHtPN8IW48riC8XZyS3x+A6yKFOBQkJA5bPdUOzfZi4yvWCBgkoh8Zk2tu0+FT4fPPsgt4NqPisiDBmn/Tb5TEIENEEc+kT0+6lcE6jSQWwWZ3Ig8iW+gCMB6k56uGPlWkM1Bx+NaSHIfBKLwyRHAL44UV0QMYRBP/epJ8QsH+BqRMHa5LD/4oBW4LdWzsWWSvbRA3XDNPtBFjgBb68uIPaxTXOAnm/dJdXyqmMkvKh7yAWOQKnbr/TIKMf+xA9VFcYcDbM5+/ZiSPNubUqk7xotM2jVOQu+X3YgbTYlrIMSWxBQoy17Ieb/nQX7z2z4qmzJAPYPRYqFVM36gNsoZOe4a/l0eyKk+tXO//GQ3UeYK18WMuOrDyVzfEg9c8JmDD3/4w4dtDIHHsQ0QBoKBko33c5S+u89w7Ulyts7C5AA/dmujz340rGWE/ew2p5MggJG/k49cow+2wMIFAUlEMmF1QJyE6dp9OAzjC3hFzHjcS3dgDdnce7OSjTq6KuTEWjHWu8/o7R3KftjYZ7BvnY65KpwCHVtv0EFkzIFqIBiNe6+nIgH8n4y8qjtCyrBMRZSys2ViXWAyyaPwYcz8pohIcmROLPQOaoRrnxAmNoGSLpBsCwS7w3YfAI6AUoMQHnZlLx1HH9hgWUHx0kkiJeJc1weMMP7usMWe7lg+8hPCzOZs3UAvrtkUofGd/SIWwIWQ9eNvAMr8qXfinc/30ZbkyX6ZhXnbeyBHgSFygNwhl+KvCxAfGzOypNGQ6/JOjhl3r1fqxCxRiDnxIhY1M3zk730srLjia8ooO8JPhAt264pbOeBbjY5cFqu7gBuXwniqV9OKORI0PNBsKb78rVBqYpKTX68pH9nH/dUn9YfN+S4ZHyMbcNXv/RSEZsu/93sLLBEq/vCJ/eA+FZkqA1d66ROJ0/H3uxaS5OAOd7jDYTJdgWTzRWuByYCMXXAKuMLDCLoZiSowrVklkzSKvEDaO2436EjQflUawoAY2JzByJJLwiqyDNXvd1akGFXnJfDcQ3e837fca4wYnoIHdAWWDnq/79mPNfZkCrJkkAD7bHFzdm1Mrd9r7jOSmoqAlfMBwCAJ6wo7iQARVo65C1L+0lnyhcTojSDAA3kksYpFBcE4AQl/K6DJgL8CiIhKWt0f8BPD/t6sd582JDHdX/xJVNc+1ZuQxDPGrutTPPxmP0qKXOv9FrqPJj3Jye+O5i/XtFmnCbQuDhj7rsLNTnKHrXtuCKY1T3K5OfosokwdEo99Zrv76qbkBtvL5Z1T+7nsZGIP4FMPYI542psu5XKvretyKVl8T7JE8JE2naL40nn3HOSQuFEM9i51eYFY9EYx82UHxA7JFjfIOoWLvfrFGDCjzypPpgERd3BTzLpnH11sLq6piCle/KuAazjsTejjhs1fHmps4ARCz0cKtXv1Y8XImOfkdckaNcuSCD8c0Sj1QTP+zbLCfqWp+2tkNXd7j1ffB5bAIzY/uNSlLnVslziHklj6hCwsDbBKcoXchi3FVZfA+L3dXzHA8jH73Y26lzUD3UQ/0qDA2KlpvcFaEMaoIyF7MqCAS0aWcz8Suc1Tuj0kxFwZvx8BwbqxcJ2jThZQ7OecAUUfBCIhARbbIg6CxJqUTpfK0KyXbIc0AR0BJrnJ1eShfd52MoxTMlnjJwUaF0Yv6Y2vn/PnR+AmuUlzpFbxZpyWHiRZMh2rOAP4uimACyTFHTv3s+YKimsisQCAndgaATrVs8psrDhYO1ckzJ18hqwgDb0Tvg+dSYY06VYUJsCLLAGMzkcgp5MFnIq6LsaGKPHe40Ei2ce8LWGQTHVIxsuv/VTEfkMbwCedKrbsqbgh0H16IawQa8gvUgAMjU/ui/N+rrgfy0omd3p9NBkCz65Au98lj1jZRCaOxCQSzs8IjaWizmmkwu8tEyPbCpAGzXJB76q3l0CjofO3fKm46uoRDtjZjYYiun3v/40XfsB3nWUvuRg725KaxTe8pARQ1eB/v7dgv/0RgYH3NrTxPWXOXLv5VGRt1Lafif/UDrZgc+StT4YTqx4f3GrZCV/WkVgQB5b9sgEHkFh3UEwF/t6EY9I6IOupyRRof8POGAKBwIQY9FSPDiAX1iX3S8YB034JAFDuHaXATKcIAEis7KJg+i47dbBuKRIzVBz8OwDhWF1Vr6O6rwBTbG1mAS77iFB27aJBgttvCwK4mCsCwY/AswuFa2CoCoziBviNB8hQN5CAZEBNpyZ5KAHIkgKwdxcjQMl0hO4r2RUgpM13JJ0i3DuDFX1gq4ADMp22PFCw+a/tZS2RXxQcRIyfJbNxKgxNSozRZ3VL/Egmpg7p0uXcqTZAIdDkVkoDnyj6+5jFvg/QVXgA5X7bknhHEnSjycSgzk9xs18ACRZv/Ah7ej0c4VSIFAcEnn/4k13Jsl3MFECqE5JGWqUY2duB2ADlflxQoRZPCAsyuV9VqxCJsyaVsE98sSW/wR5zVAj8vU8nazxMBl9162RtuKqjtsmw3zVASdPJ7vPs9yFR7kGl7Z3dGjK1ytgtWSDusHCvEfd+Gfjkfj6rZqhtchjeqz+9UQz2izNNL0UJKacEIDzu3Qd98cNWbOXywWMe85jDZHR4SSTp+vB1kpKkNmiBLcmRAGuSikXvEgdYioIiyqEKkW4QmJPAev1G17QfGSDf2Xhh0gAe4NsIlUzAKxIAXHIAG7bQ5ZlPnxgkuXXyOmyfleSuochghH3WM3aLRfYGq54DqRKhEcw9R0UCwAJWxVN37P7WKa099ssQJI3Og7oByCWeObtWP5vsh4LjuzpE1wRCVATd3RH7rNPc2F5HqJsTR2yuEOiQxFAfpqNjRB75AugYp3+XoKTfPtd6vwgD+CmA5DWKgBjRkXdMWJriD2RR3COo7iW3dAvIQTLdm0JoTgiWQolk7tOukvEfnyP2QEcMKsJ8ghD2i0T+j677x/Esuoo4Xi3NAliBnRB5HWwAicxyiIRk1kCC5AghEbEAAidGkJDagXMSh4gIsQgnNAmfud85M3TSM92/fu/+OaeqTt377gNq7q+QQB5y3HwR1NyrHmmJpAAjwacici/jp6oDuBWV8g5pmmPtgH2ErLVs8dZlG/0X33AUiSEL+Mk1QPrGYnsC3jLcfWmSPrqG2GHl9+kDOSN+xK8cJkiJXDnlHgqV7WENvIS9xAqSvTgLm3sKmGLOmIsX8+kJBksNriHeumeDyODuKCaJFX2WF8brR49XElLw6Tq8cva+cwDOtcgTE+6H/7Tr6+s1/RFlAZwKzqolAHZPWvK3VC9lKMiR8PZscgCl8QBdUFKZgBUxVKkKXMHnWn6uHSwUBG8Cey75fa2g6koQIznq0v+pqz7yRF0japW/CRPEKiKEfQ//397aFNEDTAA6FamStFxBsTlTe3tgp1ozx4JTlQIEVS/63OMxxQBbSjLfY2oBrnsRTyVZwM1N4TwYR5/tSWvbA6u+wc0yByC9L4BBrubirrF1sx5b0zjcs6fFF5uPJQ2U+iwpcaTiIAC1R6VEhMgPc9Kqiqj2OyIF+Yujng3Qa3TvBvGhcmTneYRT1Yd4AGyfIkGI5lZ8EbFiAjkYRwKC07O9uSSkkCvHAV4ZT+1GKs1D2AEziCZxphoHtCxN49dH1whUSye+wxaCwRokHIU5dYEIYHsQei779qo6m5OM21373x7Qs7HlEryEa2xiMXHfI7A9zPWFPIyDeYM55oqD0idl5IS8ggPInTix5CN25FSX32zEKolvj7jFgrHWdxhlb0X7zWUhtAhQ4sm8chAJabGyPcLmUikqxQrxRFAQHOag+8SMNTzSdnnw8Xd/93ef2yM5v7g7Pbc3eAYEuEg0BAnsDKBO9pQmBCTgEQxyR5QST5Wgsz1RzM+QvaRmAXIPANR9uUY3EEgCAG8wDb6+C1pVhAns8YrG0E57VpGgUC37PdcAOLYqFuiuaTOHMSUwkBc7Gbl2Z7e+SBoErrIwjyxw4kAiU33bEzvmAyABb4/+UeuEDQHBFtpeBXjPmScE7450MXR3Um8PRKwjiwX3ZauJNzEqNjwi1fEy14TDtQQpamBtfvuWOnbZfbyLFWepQB6qSIAB8bA9gaVKVxWbc9Uy4WftkwXcd36bY8SHbI2PeUQqSK6CizPEeja3hCiiRCowB3CxVLcnOlzzOh8qb0QEzG2w6zPKcpW46Mll23MKiTykIde6Mx85iM37WkgkbwyIAoTV87/lvVg0fzYvcces53JObKZqXLFbxbd5FAPiCVbexy4rwl0DjrP3CU/xY8wJRzHSx1H92/wh/fs0iXvBJH3t+RFErfEgPOGlMRbLKmsbc7vhz/IDwQCb9UVMwiT5iUD9fHtYZxmXa2w8FFn3wC5f5TK4DUPEuTz4YqIMmIrITZvUAp6tA8hUiAaBWrFhTcJ0c5fkZY1KRAlBlQAlIN3HuXyZfO2QCIBUO6yBaLeB6kHuPiuxkBQlZh3Ed5XGj2wXAYVQfGedAFLB6W9t5vB9e/YOm4zAEeBEgHECfjYvdY1KwN9NLpL+7sJ0Laq3X8gCmRFaLKV7II7NLggLQW4v4VjKwI4IUokZN9e2Lt2jLY2TuDafyF97ETrhKMlqF6sYXB+5s/PEDIICAvraypE4NE9+h8RYzghaVUXM/cilUqUDhOsWiG9iiagiorZXUbMT5ZkYNp/ajQBaYSPv+xIILgbBbP30WuhifHuVDQFjLdPSAMJBqoQ1jOm50fDHONx1Zn29p4URJT16Un+tSSN/rqI5IGoJR2PQHedEt3Gz6VKRZO0fnsJmtnbHC04TgPclKYqWK6Lkb10Yn1WcEOW4Qp/usbVEVjdkcRiQqr7JO/GPB+AscdnHBpEZfCIgLHkQPkQlsmNFdxn1vm1NLhMhct38wgVFAmzc3nKRMZejHDa46R6KT3naszwIZUs6ljhg9sfvf//7z+0lv0ExYD2D2iCzaIAzZSHwbPQRRECob5+iagEqRQGUAZjgREgGWrJtryL0tz0QYnsDKMDYkZRiN8NJUiRBrekDciMGJAQVXjUu8AkDChoxEjjU2n2Jem1Z5CUhKb27gUzQUskUdJMIebPqAYOKGkgCBLHhWj3D2PggZImJ5AUeYL07dPtIkuuyzS1xCFouATCnuFlffW5d7LEKjam1p7uxhoMhuTpeCAjJA1pzrb0qap93z64PAiBgQ0ggfVUVESKm2ezdTCVH/Y3qWxWvncaY8ECUtWCBDstbbNicY60PCSO12sVENvBFzOZaDokJ+XgP8NkeuCEHm0ARH+A3X6z7rl370hf5ToToA+eQmyAWrP928ydhhwT02TwRTwAfKOtjqyl5J2dgnWLJNRQx5ogQbF/vexzMmxyCVwSyeIPpfUwWPiEJbhMLHMnpmxxTadZShyWIm/OAO2C3WLb0gZS7gU0fzA/xdg94MW8IU170yQG56r72WyFT8aediipCrfsH8B3hIkaJIuJbzJgr+dDCjKglrOCQIvkLshKIAkvw9jlZwHnfnmSdTfIgWw2kWrqz22AibkkkeVTJEpNytqGhxwUaPMSnckC6gEugAzSVruDeHmlJIradakXSGFBKn83RtWITZ3y03SQgHsBFfVuzbZXAeiNGKOO7Y5QoAMaSWpJtDwiALTBGvuZXxYFs2X0/2l1MjFHh7CeVj2sSgEReSQOY3UMUPHaDCJEc0jWfrtm2SgDWoPnlygBxfSIMu3bGDlMB+Z04A2gEB2HB3ejzzv7G3IsN7aLoiaS7O7sVtuUPgGRZRnxxnAiv+1aqughEnPaIXdWVKoCIBLzdAW+dzzxZ0mFJdlPZ9ogByfTgFPkOwMUi4FfxAGfjZUxaaJhbgsA15J25AKByCV71pDOiR5u5Lfouh9nqbGsOHPzYHhkZexUht9H8iWHXJnr7xACsVQQAeDlunoyT+ZMHzUPtEDeEunFCXmJBMaGI6jwTb7DFd0WTAoiIVORwKvp0y8UyHALHuUSWQ1TvBHUtcYUPocLx1Qe5zjXAadaY67rgUNjMvkb6/q8d+qSvhMf2sMz1YaCY+GIQVGysr/umpu2BryAV0ALHRQXnPRS955Kz54Ab5WINysQKfDuCJXkrJGuXBh+oCV5q7R6dSHA0uREQxWySJY9kptDYaUC7L0NA4qpwE3Nfp0noIDXrT7V4JRFiVO0BI8CgmpBELKaKJQFt3oylMddnAghQsJS64UKAIxygx3oG2tb8jJf2V3hR7AibeJS8CJkoUHUhrL59SrKy11l+xlZ1DoxsNDJOJX8VlrkHboCcYGSFAxLAWkF416pVedqFIO/GSWDUF6/YfGMdl/jldiAkv3cv4NQdyyov8WU8EOa15I2TCm57YhX4Gh9VOSAHQveNWz04xb/1214NGESwuj/SE7td5rK3AP7AEmuLXAX5ykEkrnqIjrg1xq5JWKnQVK6wj1jqyZHw8j6mdM9UUHDAMTlX4cy5gY/yHx6ZEwROHCO/CgliV/WJcIyD+Ie7Pi/nuvSJ6OSEGIFX8F+Mij9YVP5hOd93NOgzAWHstUOedL+MsSNgxCRcl5/I1RjI8R6Zao4tXShsucZEnngj9jgFfT6ckDFe8t2S0Mfvfve7z+1ZiBpo8LsjTwCzbEw6MKZgEYEGI40+1iXoqEdJbUKBtQQVHNppUvo7g8rGkFwSQfAgasqoByPcF6oDNYSp6gXiAsy1CjqIWp8EiURAMJIGeSH0JqTrEiEqHoRjHdDYU3eSv4ewECXIlJBggbG2zLOqk7rssXxcA8ksWLULGBkf9wbWdXAEsp9xGu6pZFd9sl67f8D4sObNEwBDPOLP71nVfeMQQeUzkoeVRTgYJwmINPqGJpb8XUrQR3POVmSzmU9k23/LS59xP2NAfJpnwNUlBHN+Ty/kILE9iUzk0cc+774PDoMigIAXiypdMVq7H2DKYW4Z8Ujc3celCP8eCqP/hJ6NrMjrulJEgjztCYRwUf/1yfIIQuYAwERk0oNTYBuysn/A/dnWxhyOiB2Avz3cgkvG7bpD2mlukFpjlOhQLMExS3bEG4zUfvPfozbFE4xzLQWbvuIIuG7Mu+avmNMnbpQCjNCy450zqIDshk05bAzNPSfOWCNo7Vfs9MhQOWzMxVkPtmlfCUbY2b0k9z3wckl+fvz1X//15/YW0a0TaJDB2Z49IMEknGQCCECSqqQWapUg7PuIDMA0+EiWDWMAa0lQj6oEAY5YKGzJbZOCtT9qdHsTaFs/25DCN+mqAu2g+PuojCqO9QX0JCbSAiBUm6TuYfUsSmPNnhLQriGwJK6J79nY5ha4GVMAzwqj7uy6B5J1JBCQSlb/AShnAtkhbLHAytseSbgm4SKZxJ0+Sjq2Xs8KVt0BYza2dWXX4IxIapZwH5kB/ubcmLsHICH8xIp790AQY2/MxQ3RKf84FeKec9KT9MQqEXt3F8td4sk9XaPrz3LW+AAs8a5K8DfisRsR5bQ+2XhlzU4+yAPzBqz7jDlCkTtXlHE7FAVsd4KxzwLLBdcH8PKLVana4gIRYOJ/e4Qsvo29cTNfsA8RIm4ksr34FjfcFOQKvOUFTLRch1x6XW4OYgH0BDMRQGjJy5ILwhEnKljxrjAyz/4WyVaEw3PFifhH3AQp8oeNCkf5uD0HxHdjCnMIIH2yNGOOWq2LQVgmBo0x7NMOmIQX9H17S16WouwDM6/GmjOpWCCA+uZJee9aNnfCqY/P/xtt1ZM/toDfjSCUC2uNcmbfsc/uW7Ekdw+QAGL3lY52XVMtgkXV4nsPKJG8OodEEZ9gcC2BiDya3AIayElWEyXgfE47JXetZ/am+yIJ4IwIVABUpzHv2FuDokCNsQmWNObGmOtjXzcowO65y4gGIACK+7KGkqw9BtQlchWkbCJJw425Yq/312ago1LVLqRBDKjY+kSDWL0vZSBKABtwEn/33cPbmy9VEuFAdCAX12aTAslukPQz/b+PpgACbgPRKa4Q0vaIRWUDsBCUz5oT7SOOzdn2YhHJyhExqGK0hHbfmb69/PMZSzraY37hgnVfzpKNY9sDeuQgnsW/6kosAn5xR1xtz1HwO6RKjCA+VbOYFVfdqez5ZrmMpIhHwG7cCAlj33XU+3IUeHEPW2FX6xP3sVYqsWYZS5/luljQXmMht3stxGxDnZwVZ7CEW0XIi0d4tr14VlDo63VjxBOXBQ8Ua+5bFsWeWOVSWVIjyMwVrtmewPGz+7IWeyYUf0SUGO7BT1wx14CrxtzvzSdXRoHb09x6IMv2RAax+0UlweYAKCzWfmF9aom9AvwQMjKTiNR6zx1GLJLaGp4GAggkIXlMVi0J6uOeZcwyVHkRFFSUROjGGZaz9umLRGMjA2XPLpvgHujiWip4EwOsJRVCosx8TvWwPftSUNoUCFwICwlhPdNY9Ex480Zk9L3b27PVEZXKXyIW6Knp+2zy3Z2tMgK4qomewWxckCurSGwAaUCregD8XR8kQiQzILOMI961R1yJ/z5LanepBJMbwIWid09gYE8Fwba9uPEZYw18AANlfw+c6S5jiQ9sgSCCEZPmSz/0TRW4vXkSv5YEVPz+FoDJjy6ZEdHykYDSV4SjskTKhKF53J5Yc39VFBGOiGCR3yOAOl2WLJAT54FYuq+NNNbAuVWe+xsntjlS4GQR0AhLDPe8dPHBguYQwkCxSUS6JmLsRlJjqCrvWQnbG0d4atnQMgqS67gofFSGXYbcHmkRZPZ99L30BAKssaNa3t9DpMS9zYO16o0XEtdHG2/lkmsQHNa+Ob3bixMcZezNEzFFRCqQiBUuTdujcravQgGGZxS2lhquo7g90aYIICL18eNv//ZvP7fvj1OzttGTlSgp5ImIgZCEFGCShmKrjaAzSFbVAvABmPZQaMCmD5+r1iULYjEgrqUv+oH8esoPi14f2GgUIMVvogUBIu/blLTLurcqymQIYmMAnJFLbSrzc48pRGpsbCKFVelZytqNkgiQqgIQpuA0r8bNNfq6SImPvJAZV0OlanyQLdVpLrYnVFjMxu8KQWNsXV/7S9jED8dIn5EEQSFZADBl31PTCAUAfjcrih+K2hwhvR4YBGTEMcIzHsSjikn1Z0x6TKa8UkHb/OL/AAJxAhvA2oNmkJhYVXmo7LVPHBJ9vYYvSz33Fa+uhRAJaZ8rmSEe/SVkACpBb1nH5350chcXB8lbMiAcbFgjeuUM27bHAMt77ZCjwPoe9GS8xECXEOAo3CJ64ZU5B9qcCw5B13fFuyU87eHAwWI5LW/NY9/WhYAQDzIzfzYkKigINHNQsXBxm+DTHuu69+Ut8lFl2XHCOwSq5RLYQ/gp0LigfXTtHqQEv1yLgDD22o+o4Uf7yKmFl4qlu4Qs/jgAPSDLNcSeItcSzMe//du/fbYhqj6KrGcFC2gTJvgEPIuQBchulEQ9MF1Q+O4aAB0oUv6qhqtot0eudtgJGKBn7c5kUNrsxh5sYaCQvskAjipKYH1fnVagF5TAR5V5ydX4GGuWcF+swAlxH2q3a5rbAxCCRhB3fdfuSuKIe2B8JCYAMU6CutWn6k7CIVGuC0KkMo0JcdcNbGIPUN2DI5CXiofrwOXo7lTxYa2f2tYuyQJk7tGykmt780NIATd/e9/VDmTugULbq2TuCyfMk3bclyToe4UqklUFIAAxycXQF+0hkuq6EJG+7sYYpG++CLKSGVwgXPT12qBEL+FH2HR9F/F4FFNs3Ef7xBccMY491tdnkZP8sq/BmAJFYA5zuswljjgdyEp7xYZqz1Ia16gvlWGTwys5Ir6JA0KM8JCXxWYijQuqcoXj4g2OwXLxVkfVei4BjbhZ4NwVWKhaNQc9NU0B5P76r+AQw+aRAJTz7rW9ggchc060V1ElD+WDWCb6tu+f+75v9xMDcgiXcJEaX//fUy2KBOLO/Y2BmOlz6/Ke0IIl8Ozjt7/97ef2qggKiO3SykzAULUsSWpSIkquawvVSmW3sFVUPhKBGkZuJgk4l7B10uRSl9capy4loJ3NPeJPxayqU1nYDCFBXVOg6UffBWss7Y7XduB73w5kgiVddz3rvza7hnaxRwkvhGitqjvOjYtNEUBGAqo8LpASBz0PWYXvGkCOW8BuV/0SHMRCj2qU1PoiWdhExkkyuZbPVZQge9UB247FplqRXH6PsCsugR/Lm0BUNYlVsQAM5UMrf9URkr2Wt7kH3qo9ANYcAtzmw7UtFwFLVr4cBxzNIYBvfAASYWg8ATwhUWvQPhgCRXyz3u8jPap4AqPVFGKBB+aWsPe3NorBE/FInGwPUPXtPtHjmRARAAAgAElEQVSh8up7E9qPHrhBQKjwYY/vt8IXOwi7mxmJXHFPHPm5YgWgwxNVO3t5e7Hmb4yTHBY/8Nz4KXK6259gQJ5wwkas+6Y097a3pO+wvu9AUFFru5wheol1LlDfFklAKDjwi7E15kSkpSoVbgU9YpY7XMXuZ9pe3Btzf1fhJZ/uKZ1wkwVumYfQh7MVvThAnil+2fpfgBASvu8etsaxPSAwIRSrjRgmEpAJBrtE+2iRdWS7T4GKQAM+BpuyNtG16lVaLD+gi6BZTCwkYEmh1mbURj8DFIIWoFK9CAlhdfPGfXuTdRnAqRoHNoKT0u/u9XsoPpKg4M2JoBX43IUePSigiA5zwXmgIt1LQgrqbgThRBAS1ms9dUBQIARBS/jcdzpvzw4D+OJHEFvzR1hAUV+3F5sA3HxS4cZPxa+PQKA7qIHKfW2lJEIagFZSExoFAeOCHKwpEhZEJ7sRQbPZK0q0C7hxQPSVAAMoSJCj0l3Gcod9bTyIIdWVCtt8d6OfuJD3iJn4QMyuLb5VuCVM1T9s4VKJN0JP7rinaooQ294YszfFqMpH/OuLe5jvVoyEpiqdsBeLcp5IMZ/EQV+leMmdgCJI4ZNlHWvDxq2PiPkMrOFUGkdVqOUkMQG3+ojYfaWrOEZIuEExpfIlLlscEMJcHQRkLrTbPhk4q70909++EzGIbHEGjCM0FGa+913mBBYhw2XVR+JTHKnEjVv3F7k+/DHGuIQjyb1VwMK1PsEjFlxL/sPJj5/85CffPCwmQajObky5u4tZXwYZ0LNW7xm5BVTEB0QoGMQtSVSDKlj2TB83u0oKEAF2kyDg7ylEXQvSDoGE/IENgUMpAwgCos9/An3EyALUN+SB9CkuANMDSgADMSTABbE+aI/HdARAlSqS55hwSKw3IwfCgipnI3fs73Gwfaaw7aCObe5SNfRQCtUL8ABY4kac6at2IoSeGKTNiOi+h9va8X2Zijnry1IAF2ACuvZAiEmiUkxL3L5cBgGaT/ad6kkVqLKUf+KqoONL1QIE5R/wNgZdS9++Fb0ElTwzb64FFOEDodOXA6nmjIc8Yz2LRYTUx922b497NNauod/ECeHuu7m/p4Ftb04JVUTss4AVuQBWzkh3wgNZOUSAqsbhlXYTa9yybmDTdq4eQaxyZZVznFTF8qRkJl45R+LKPCoWbgUJFxBkx8Wcm2sOG/JlI3NhkFufBkI04kQ1CSeQu82D5sjne5rbdX3Mi7EVX4QjkvU5gmJ7xRLRpM24zbziKXGnAmapb48jCGRWN9yCPYo8ok5RWmwmInGrOJb/H3/6p3/6ub2kksRsoJ74BCCpWtagIBYs1g0RpEV/qnR7FSBgFZSsX4NAjVvkl9Q9thNpsWMNDJJl95g4AOzaBWfVkkpGwGg78BV4wBsR1FpSEbKFgLG1aX1XLRhf4NMDGyQgR0JfEJ/KiKBQRRAB3YEr4a2RAcf7vLoApD4RUoHV74AggjHGxkk72JMStY/yAEggg0wBgWAWGwQN4VUwEk+WKKzRAQQJRymrhIxrD/mRA5KYAJREKjNkp+8s4MaqfruWOQZQ4ty6M+dENd+T4TgxNrEABoKPqAOGhI1KpE8HEDByByhfdwO4aEctcflmXPwfWWincYExwAmAbc8hIRpVMfJSe2zYAcYcnbpmcgbGuRbgJKjFsDwkZOXU9kSjih/pInAVLXJBWK4pLrcn0sy9apfbCRfME7JXYXdvhDgSg2JWFQrriG65pOLts+YcK7EqF2CcsUUmKnDz3FPTkKi5FRswkcjkQIg3JFwhYY5hscJMoaiPCiLjJJYr4mAgkaaYMi428RFg+gxnu/GWm6FdSB9xE4zwjQgwF30jGXy6z8cTrF/uIeNUnACTGNtTLgDzrmfdNTPfBU+rKeu5kui+mEBSUe1sbw0vcAksyQyoKEB9UkXoh2TrcaLsCyBrPRwxsS6RmWur5lks2/fPq5sEgsaEAWOAYXz7fN4dp0tu5sI4mT+g1HVnYwsMBTygMLYqj2tP9thHiQcojZvk1h5jrhKnbPu8LOGl8uLM2MxEsRJ7yN8u8T4bKebYT8Qjl4j6Rtj33G396f2Bi8qD9aYi4jwQedrXQ36IXCJEH9nCd6ORvSTmG5huTwQBOWSgfe4LjMU5wVE3xHXNG/eAdUg8EeXEZh/VVIGxds2tpQI4Ic5sdCNeui5ozIkfeSmX5K55E09yxvh1XIg0zh8QJrh8J1hhYl9QQwASxPISLhEpXA14Zgy6xCgGiCV5SNiLVVgpnmBOzzgnppE7t1H8cErgmZiVj8Ua4p7Qs7mLQ6No0RekwhlDdtvDuBub9+1rSM61VcBdQpCThLp5Mo+wDn5y6IjgvnIVuVo2JZaIf+v1NgYSA9yjbhQzf/eRNTmkIOKa4Ul9Jty2xy9yiXDxma8HpwC0e6JQqzxJTTVqmGQCnAIdIfh8N1FZy5M8FAsbCMGwXFlMCKKH1bOwABj1q0rReVaK5FaRCcheXzIBO8Fi4wKwFixASqJsL9iAsGqJorJpihVmIinnvt2M86GtAIIypb7voyGCu68lNS73ZQwAFTHeV/FJcmu0baOAFpwAXqDd5QFAW5BGFsac4JEIxtz60n0uXOz2s0jrOhGuab0ccJizHrIgvrWVMJRcwAWYc3qQS5cQVGvWXAlBAGE9VX6oAHy+G41U0mLDHhN56r7mwMZOIqGgY7+CWNVOOa7akzNIzFxsbywtJ2mH+1p20FfVFozp5i45Iq7Eu9z1Wcs6xIeKqOdG66+YuzvQxTB8QBqu1fd0wwWiFyEhLe2CgYS93O/7FOAhgYpEVKjGzZdiAPn1ZSmEAhznUHAMkTtHhOg2zq2KjbF2cWTEIiIyj/KUQOuTMgS8dVr4SvzjBlW6vhnHPk+veFPREvjGWm5rDwzS157pDyeRpv/rkxhQZHIK7kbP7Y29PJMz5ueu8YsFYqmVP5zuWx87Lh8//elPP7dHtpJO8NYSB4yASqdstDJhKgzABvC7ZsaKAagmVMMk3F0vt2Gm7bLebtMNpWxikYTqgNI20YKo/wZQEhP4upf2CG4k213PCFl7VKrapWIzcQLrKsftBaOqBBBYDxTgklxliVwL9FQ2EeJ3qmBVDUtQ4LOvu36jYmRNEg6AzXKD55slBKu840UwIHfkaf4sN0gWiaJi62Nw7DBgbXwAv1jgzog3IF4bVC4gbJUP94DrcQ87EDs9sMH6oDgHlJIYCSMgcc7+63vNzRMBRnSICYTJNbBJTXX8o6c2jKmY5bKwGVXcxqSnuKlSiGnkrw9iVgUkRhBp31d8XzyDVO2BgDXGFum7Vs9JB6TGifAE4IjTePgc96UbIxEuR0v+q6hVp8SJooWw6GNK8JCwUgzcN2+x28UV8mVBtx1iQJwTPPqqPda/uVW11+G3KpiwsqQB1wlTeUmo9XAfdjQS01duAczrm+O2lwcVhASL+UCIXA7Yoy/ElLjvpmdzzO2E64S6/TzaZw58vm/Ns0yieCJsOA5cFgKZ+wOje/odAW8eiSPFyMe2z+2t8VExJrQWr0rWOqVBRgqISEBpMDXVTUGSW8AgAWSlMnSvexhKqxYB5RosEFUDMSLZ/R9w9aUDdl5ay6CuBY6/EYiIx/+7wQjoCyACwduxWDTsTpPj9604kKqg1D7VOeKRkIKVpdN5pBqBMxCRVIKRq9FKf/vWbkSelDCrmS2GhAkh46uKb0wQbdrazSttn58DDpuuuh5OUCF99/U4DuvLzwkLpNIjQNmfxti8WNsDztb2ka386Eln3B5jr6oS58SbsUCc8rOi11IK8DE+yB3wc1vECiej9qz7skERoHm1JqvCkON9/I1gUmEB/Aq87cWwGCUyu4Zt3sSCNqtW5LZYJaaAeIWgLwJYFSo3xCKSELOq04Iz4hMf9zhmGCO+VOlEDOG6PQBHXoDbfhXt5RapeJFzN7hy9hAOcrqPS8F1y0fEeDcAElhcHWKS9Su+VOf3LWLtoxwxP5wZBYj5VMzc92TDoO3FKPEIJ8UxnkFu5pU47yZeSwhylxOgb+YNl7iHueiZAYoVbTev/la7jKdiwvwSQtvDGDws3jjPH3/+53/+ub3EsM4l8LpZiX8vGEyghqiMDL7NJRRbX+fnuqzku6tRJQagVCIGFDFtDyBVjKxBnRckSMNkAEEgtH3/2AgRYvAlCZBBWIKitj/1byz1kS0FGAQDghdoraYEgc8KGH1QIfk9EUJICNDtqUbrj6oSxG08gA4iUJn0sBN2McC4O5QJDRUTsWSXfdfhAKi/AdKEIrfFxicEfV8Isb35uEpZ9SmOqFyABdi6r0Gy+AyyVZEhefGtujFnBUOCFCHqA5fgvuXM+IjH2qQEoEqnwnN7tjqXAcASHH1Jg6rlvoKS6ACgQMmY1xpU0d81RmuziJr96QthWQ7YXq6KJ2MtRhCRvgM4eNJlG3ONNBDx3eBnKcY4ckG6vqua9Fn/J4KvGEFiBFnP9Ec4fmeMYTFRIpblGHHZ8VKZEf3mHlncQ05U3qpPcb89wiZu5RvM5lgQohxX41WBYy8NLkDQlo9cW98sucgHuLE9bEP24vq+y0Is+1tOTo+NhnUKBvF0X/0K7/3e/7t7ndNh75SchnFwVNHHkTNOLTSMKYHnfuL6C+A3oCaaSu7ObhdR5aq0dF7Vi7gFuuDoIw0qbIoQud1n1ygMDTdJPYCAYkH2AgcBIjUDdF+E3g1srLb7+k8k6vcm3yQAkgocIAvITJRx4kCoFBGO9rpm22FcAKqAB3qsOuvT91Go7SWYNRXk4NqUPuAFMtwEinp7ie5+5otIYjW7F7J3rb6Kjy1FnCEWFhOCspnEOg8xwrbaHggTj5S+vwFG9j0Qn4RGd6eyagkvMSvZ705O8w2QuwZqmQHhGWsuCyLgahBP7t1nNu/mKXad2ABwcgao9zhYX9pj05L80h5VAPGkeu+5A8gbPiAzG8isA+oL/NCnVuvW9cyjcSN+OAGsb5WYNnStWG7om6UKfyNnLIeo9M0nEbU9AiJ+rrMGJ4zLfYtf3SpEo2KGrzZ3wRKFB9yy1NZX+bo/gaXNcArJst3FtFjtQTNyBPEhFJUtoXBFi6WXPqZEfBM04px4IrQUaOx0eWtstodh+qYA0j7f8Y38k9M9i4KYxFWKEX2D6zCxT41s325KJRTEnELL/NxXZVoiJl7qwBk7scitEE8f//iP//i5vUlCfia+g4+sJBFgpchUQMBPBQlQewQocDExyFWSCGyVEYuMmumB6dqI9CkqgeS7YEAArtHqE2mYbITDChcMJoG1pO+dSFa4iZHMJh+wsqkox/uqx+1VVsaHS6A9QAb4SWAOQdeCWKkqRQIB+bLbkat7cjVKZiogCWD8jK2kB7CqCITQnZuC1DiJI7EJjAGteyEsTs/25kU7AAIBAyyBgHmmpHv4AwBVaVu/1U4JqKpDwvcNc9urwgEooJBv98AIhCQe+wY3+ciOvYc/aI+1RYBvXLvpzHrtfYEDoXWfO9b+VhqqOS6VdhH9NtTIbWMsb3sgD0LUVgKQWCMg5AjgtaO61ZT50zfACsfEE+sXsVt37gso5Je+ufZ9RM0yjeUbYrPLEPqrGPG35sXfcijMr7728A4VqaIA1ileCAu5JNeIhD7TLc9cQ2wiPtUx0dujirdvBQ6OgA9yQ3Fi34c8vM/X9wAccaMd7GnXJD6QPBEKT/tSEkIdxnEm4Oh9lvouo7Ln2w4iRP+5Y/p433RHwPbsdfFEmCraODZf17B11kCZ4CpV4KyyYGMAYSqKnSW47yvxtjeYqhVkYTL62e1NsMGvFUexq6BdA8lThpJbghjoWnQCWTILTirK/1XF+i4Ru6lE4t9XpglegX6fv9bX2kEA6J7JS7lzBICgCQdSREPHQwABJIEE6DkBAl1wA4e2+T6fC+yQqD4WsLZvnwU2b4Se8QFkNnshQOCDnGvVIwF9AEycI8oemfm/8esOXGCs7aoRm+HEmeTSZ2DZ9XAEzHoTZ/fwB7lFrVtrL7DKM2JDhWHutRMx3MNh6lK5H2EIBzhubGXEgzyKD9wxc21sgR9BKu7u60obo6pgTox5I77Fl1gGktb8e6AL8rxLQETBPaERwMr1PsbIiSRY9M1ci3/Cy9wTWvre6yMitj/xTwyZN+2GOT3PmutFfFh2U+WJIyLd3Lt3HxcUP/LPEqO5N+bGxfgh3RZA5oFbAHvNK+GDB+CsfOy5FvZ/4BU5StAoRAgdDipyrbvhd+LsPn2g2DKfCNN8FwP9rfg1f4oq82SOOK+WxXqg2N1ToJ2WTb4YGCzvDxBA1/JUazaRIHCqQzADPYnri4WxPcIFOhLNfTWUskYI7L2qXoPskScDBtitLQBUQSAxW7XoL8vIxLCFfVdhIyzJxbrb3phSbapMlZGJopS1j9JnP24PEFxL5SOZCCxAyvpiB/YZeEDhvqo+60cqRvciDvS1Jz8RY5wFtpOK/p5AdV8Q0M2DhAzSQlJsqntoPlCUXH2Ux2fECSFlM5xEpeDFrOTrJj3WM5IQs6pxQCr+WFz63sofYF/xCJQ5TwSaZKfw+8IHMYiIXEs7kLs9CK4NaAvSyBOQik0kbI+EGL47rbc3xoARIRJlgPW+/Y1DUrcFqMl/8a1iI+jZ6EiDeO8Oao4DF++KSnkg7uEc96qihAghaNjChBhbmG3NQbRuriDYnli7yx8ID/GIVQCvGqxAtbwg9oybvognMWKs5V9P0CN2tcemKjFCALm/8VHp9qkby0F+Z/6QrRiQr8ZNbvd8+bsmjMD1ybhwDPGTwoyzuj18hLH3qSB5CsPlsrhqwSgW8Qo3z5xbgpSnPsflqwgnGmEh7MAZH//wD//wuT2SA44GrIc+GCDgJiENOhXgZsjiRy8bsKHCNQw6m8XACHj/R+w9Z/tufKK2JagdgO6lrya+j5MQDCpofaYEARhiUnUhi55kJIAEjPveF1AI0rsRquu7hJT7ABmCi+qU1K5l0xWw7PgAXfcB0saNKECygraVEDA0x6pzhKyy5aAQV0i/JyxJAiSlqjIe2mtuAIivbugB5IBMxUGFEwXGjRrWR9X89ixKsaB9AAvxGQvXJoSA5vYqHcIKUCF9ZEqIAW3tJxK2RzAcInlIKBOABBobEHDVWQII2iyngLEcMX6qlpKZnOB8qC79rdiwpq397Pa+4pEwsDxjc9l9hz3ivG9j67ub5Sh84EoBdCQrDwgclawc2p6bIzZtUBMbHAnCUHyb3z5XLFfFmmsgUWKSeOS4+buekeEacoJIkut3s6O50Lc+3YIkEJ/cNo7wSgEGJ1TTPXtdn+CVKl1Oc0UJDXHF6ekeKgWhQkteERbm3hgTZNrdDa6wBF4bNy4H4nQtywOWXErY8o4IF//+lsgmhvVRrsnL7XGCz+JMMfDx3//935/bUwEqIwHZ6pPlJhhUrgJMGW8ty5fJaSd1ThBSGyYb6FErNiuwVrp2JihNPnLQJwKDkqWaiJIKCVWdZCYgfFdJIkDkBjCsNW4PsACAiWVLSTLrqsQIwPW57QkXlQbSYNUQHwiIMlVZF+gloDkQtNrBwldh65Mqr04JsDU/rF5rjKpfRGg+kUXXlQQlhwFpSRLkhuwkItDuupI511fXsH8AuQNF4pIwRBjbEywAA7hQ0CpL4uC6Ln1ntDnWHjF59wDIMbFAhXdzEGAFugQEQUigml+Vj/705RHXZUH27q+dcsU1+/wscFVNAVAWvGLAuFmukSdE8fbiQtwbD8IKsJkvQGuja7FGJUtAG0tAyTZWwREOd010e6QOHwkWfeQ+EjyIUK53g5HxAPDy3TWt+fv/fWNZN+khBeNwT4KDefYXEEDwo2+MEgO4QIXN0iW05Bv8FU899MO46ANRJ2fknXGFSYqsLm3gGRygGBCLYhXmwCuVLaGxPXyEOdqloMBL4vu+3rZY42f66lr3jAeYx+FRCPSlNzgJ78IQLtTHv//7v3+z6Ux5jzALqALaDQAEW0EQ+BzVQlX1/FVEZyJ1CrlrqAC8Jz91fdeD89pBHd0XsdsNKnht0OjxdwZZwKs6AZX2CjQqzmQBhe1tmEH2QMb42IUNMC6w2X28vYS6Rw8iJJ8FCPfIS3OzPQJB7shCcgNOgkw/tLcugkrCZ1REEhI4iiN2kD63ekESYsPcu68lDtUTy9I89lEeAkUlb2zvofpAUN+Nb89Ld30VNKXOZgTeXCOChmDsehcC4tQQqsQH0Yt42NgSmeW7vXhnUbq29ohdFQjbDyH1WWXkRJAaN+QLXIgpgqxPRdydtOJcFYqArr19DxvZXmyaL/sFOA3IXrUunu6emH4WsagcjcM9bEUVCldqyxpbj1YBbjELrAEu5+Iel7k9gUxUixfLR8SbSg3gw7cuv4kj4yM29FU8i1Hkq519VzS3U/7LCXnA1XN/uQRv+4ph5GksLz4oCnwO9qiwe9iJOYXRctycEMOWhMw7+71LtPBbnywvufZXC/r/RCdBe/cMtc3wCkfIB08DEZfwg1vVxzEVipw2Io6I+viLv/iLz+1NHHsIKPfUmvt4BBC2/qEyAwQ20iCXbjBCzIiQOtNAlpckdw2B1pN57toYZQWo7qH1+qHdBS7AhFiIDEBGrLCFgQwV3mP5kL51Ee0AFAQNuxvgCpYGmM0kwARRCkZVlfEkSlTHPcpVmwElUvcIgWuxnKhe1+huf9WSCkzlr28qHb9XYSPhrncRdp6PVQ30M9sDFwnbM8R9STTzCfgR4008exfYe313rjFl7933KgMw91Bps+4qLrkt+kjgibO7uYxAFRvdtGS8VPTAx3zJA1WCPiPM2sbuCweArgqE6L2HVvSRSPcBevLRz4lKP5fDAL878wkFLgHAhAsEGBK2xwVhFlARnXESLwBeVWz5QdXpq5sGCQNtNR4w5J7aBr+s5fZ0OYJKkUT0wkmiBY7AM85ADxVBsvqm4IJjSIFFr+I3TiVGYy42CQSxoPBR6MgL+Nolxvtuakus9wki4k677vG/2xP0xsF+AjipPVw+ggje1ynxOwLPOMgDpIrTxC78auWPoLk/vsSwayim5DrR0kLjxo0vMfjxT//0T5/bAyUMzxLsDkm2KwACEDqLAIARUAYMTW42BbvKmrRKHykALmrcgArI7dnR1tBVqCafGgZgriWYeo6uSl9QSAD2o4HUfqRi0LsLWr+Ru+QhhlRPV7wIgLZLH6lGm0pUyyoyJAukVE5d77WpxNwCfgDBzUDQRBSirN0IPLTd/SWxIOaYEITuUWLkAtz33SIHSUaMEGrs+D4+5XdsWoAFhNwXASDde8rb9ioeCQ9oEeM9oAQ42dhTQagqFy+qNwlpvPweuWpDD2FR0RCzqizkfpcW7rPfFYRyFXnYras9AIsAkoddw0ZmiJAtfN9tDyQJU2Dd42CRlNgTo9wg5AsnEDYRUKdLLIpVggo+GC9kq5IjJLqxThV+z+QGyqpSIgVRayfM3B7WwC1ugbnmYgB4sWC8KiTuwSRyAlbDS3gAT3ospi/FgLhB4K6liIPz8Ev1XheBQEHMKmfYR2godIyBirLLgrfAMD6W5VSsLHwxTQC1r8ZDfItdxRP893N9NuaIe3uxwE6XI/BA/hPr+EgFXscSH8K6+/Xxs5/97LMX9wW8+yywwL6bfXypriSmNVt2Q6sDX8BZQPu/AdVZ4A1QWsneHcHAhFoBIKon6xEGvWc9q0IIB8kuCAUtIrCedNcxt6dIVRTAWbKYfEABlJBIjyY1kQLKfanKe3Kc8VMpCZbtBamqBeio/M0jgQVYgA31uz0BAdDvBg99szuWQ4EseogH0BVf4ob4MD7ikHI2n90Md+1GZKAy4tRIZs6Fa3e8KHtJS/UTCNajzZu5Iix6rfvISSvB7RGV+JOX5qCxymGwoUcOATskoq/GHul105l4ucdNih9OzhVtfTWg8eGIiBOWIQGoKgbw/t+T19z/HlV5N17BAwIa9lSMAER9lKN3rIlzMayKggHbW4ZxfbEnvsQoV42AdY/uVNaX+45zOGme5JZ8lK9davFl3fmeDnixRZyL5W5gs1bMdfK39wAjOY24XbvLqASCcVPg2Od0X/Uqp+Fa413uwnv4qY/wnOtBTIqh7reQT/DnbmLUVxjOPXCtunqKSjgB5y0D3Of85Y4+dl8KjhLvBI1i7+vbugQekqCC+9gNtUTJUywm7B4BCviRf1/FJ1mpOATMfqFq2bTAWDXDotte1cFuEYzacdebVfNItm95khTcBBODACQvYrdeIlh6NCm1fTdJWLelrO+au2c8++iayVb53M1c7DRgc3e69sUY1mIFDotLZSERzIk5QAwFVqBDQLDIgaM5oJQlE0uz657WeowlYFAZWVIwTvps/HqQhN9ZwxP4xBwhqhLXfnFfQegz4luFDWyQFmEGvAFuryU+7il4BCEHgiNB3JnvPmbJJaDwWW5yyro30hXT8rBvStP/+5y1ShVBcXQI624UMw4AynyJMzhArGifqqs78+/OZGALYOWpnxMU8rVr/Sp9AgX4ahf8sG5PuP7okKZ7WhVihgtcO30DynK/r1IUFxxBcWYeuXnGrTvM24/tOaKqNzl8X59MYBMt2tNH/DhD9kZYDry71bmOCMu892kNWHcFMXyvtby9WBV3XZLlkuGdK0K0B16pxB1d3T1BfmaM4YU51ydiiig3FxyM7eG0NX14hbgJaPhm34PYrfPsb4wTzoVLH3/zN3/zub1qRqLc9xlvD1SAv+pAFSPgBC9LCRE0KO5OX2RL2VDd1AeAsy7YygQRCxRVjPUaiXhPj2Gp9BlloGNiJKZqnUWCVAgdgNp1DLaPJEcS1CYgQSYUK4vnR+uViA9QUqAqWu0ilu7z2dsTKgAL+OqLBBVISET7uxxhbBExMqPwXdN6EyLSnm7uklDABhGLSTaVv7lKul9irecab08oAB3CRruNc2NVxYPulOIAACAASURBVGA8KPpbQVLHQJGY6klQd3e1WCAixfJ9EYV71CLkkAAd8QzsiCVVjXsCpR4kgeR9EcauBUgBlUqkBwUhIELFrlxulNy5Qhko99hVNqu5Nx/6L96RBNDUZ0XE9sjCGBKVrmU5hBhS7cGCHmxhfVt7kKbcMAbcIn1jz1Y434rxihPzRmAjIL+vxSuuYQ0LGsnLEXhqvMRyHyH1N3L4Ps6rT0gN5piTbjojChGiL/FmFz2cgoVyvWQmNzkMhJ+xJ6zgrnkXE413Lh7ng+iVw0QbbMQdhGHxVDHlfriUKLmvWLWkAT/6jo1b+StCvr7nwYAZDMFs0uzO3J7FbRCBD0BTYRg4f3utuO0BgUcTKFHrJ4LUwOq8HddVS9ohSQQQ9Su5iAJrkQK+R8MRAoBcAtjdaPKN1117705Xycwilfj6TMEKZhW3oKhdLJAoL0Ro0gWBvqk0OBHdUUqtsXQlL4F17Ufr437f5xklnv0BLCNiieUGUAgvrkMfebKmaW4l4t3og9SAjPntGijARp7mT2XhWvoqUfTNOPffqnOAKZ5UpwSX31t7L2EjaFYuYhI/xsM8Am0x0XPczQcbmEgDJkQmF0jscgZavcgVpE84GyfzCgw9DtdHeFQhBLo8lPeqGnFuj4dCoI+DAnogKDYQHgIk2iwVyQOu0fZiDSG6L2yxd8J3VQ0nx9ro9nICwHvUFUES7IQ+rCSquqFNjOojgrzvTTBe8hVR9u1m5th8abvHo8yr3BfvBGE38eoL/Lambvy4rkSAHIK/fQkPMjLHYkKf9YFzaEw4bz0GmcBS9WonzhKzxKTfy52+JvUuHegDPIf/RJtcE+89MlWOwskrUhQr993f8qKb9MQNYez7101nP/nJTz63p2gs+rOAKe026B7oDmQ8uqA6MNEqslpwPHmVtIA2wbey0HBBXMuLQLjAql0es7lkYU22FfY9Qx3oUqbAl+ICkgC2ewGQKZUEXNwDeah0CRtk2+fDAapJvm+kURWwswQxYdFDKYgQgoCC1r67Q9fcAO1WtNwMAW0ZwDIEMhNHyJaIacVILN1nM1lh9+xiRM1ZYTltL0kAGJK6a9fmXmwAy55r7W8QoWRlf/o5wDBelHbX/IEd4CLqCGeAyuXgbgD+ErYkRjDyzsY280r8qvgBRO1Z86QdQM68sdONJ8Lql/sDXSJNe4hxlYZ5/fomorw1z5iZJ+1CiES2vxUziKAn1RGASJ/LY37cl/CXw3K867t+J/9ckzsgh2EhQlIV9llgecQlk3fygKB3L7gg562R9n5y1rggbFa5eIJbcKIEBDe5BfcNiSxey5owAK70aaD7FjMYgnSJJ2MgDwnbHtxljBUYiA+HEK5cPzxgOcdmtO3lhGUl14LJuA7/3KNSxdv2RJi+KT5xCK66x+2y7rvUQVQTEISDuPr41a9+9bk90qNQBamB214AdSPa9taeVIEUlqRjiZWwkSUAp4YkO+VqsClI9+iGGQAgESUCoBBIEpQj4F59vMXgdvdyvwygcUG+lFqtVPdT3bmPNSqBB9hc2zj3MQREAuAJCGON3IgkScR2BKbbU5f2Bbg2UPRZ4Gj+KPsemWrdyI52ShpgiiPXUi0I8hIQq1blI/BV2JSsvkl610J22wNf4wXsVF7cIte6Kr0n6QG7e9AHQlSVu6ekJiB7ipR2AHpVC0dCzEhiGyaJTmC5fbs23nZqF9BBAEhDBdwKDZlzsuQXO88aLGKwZtr1SiBjDU91JO6vUEYu8tN+g+1VMuJDnAN0gg9+qPwVB30BhaoF0ck3cW8NWd+As5juaXyITY56JAzhuId2AmWCpwKVYBbn+k9sGj+C3lq/yq1VMXeHEJTj9yVF5su9zYF4bBsVB8ZJH1XnBL49EeK9L4zSN6JJXuEQ86Sdihuk1j1UyBt+KkaIIFin/f5WLtUZFKMKGVwBY6wlw3nYfDcd975yEx4RS+Jf8WccCbHGBE4yt5akiZGva9j3kQYqq4edCFYKymcMrioAYN3nVA3w9ogFmBjA+wwgkrB+A/C72UUVIIDYPyoIa9ZcA+03+F1HpdxVcWw6hEi9CU4WncnqgfwmyH3um4+QBZDRPuDZjXWsZdaRNiMpSW6+jBuhY9y2N5aevbQ+ouLxLK5HUiSKGOlzg/fxN4mo7dbhuTKqUYqxG/4sFQBjZKaP5o1SVu0hlVq8QA2QA2MAf+fNYzHESjd3iQXqWzUK0Nl3BBChKrbN+/YqDk4IskKmdn5LaiJGfnSd11iKSUICud6DOOSvyqNrZ+ZD35CYvgBpOW090HhuT+zCAy6ZMUWUQFyFqB1d5vIZ1R2C4eToE5xA8IC/jpK4UIwYFxa+a/mcXNd+eym2R8TaIb7lASxyL2QnRuXp9kCY8DQvyMJ4IXt/K8766KFxkkPFx+0VZHLfkgKiJ0a3t3SnD4qS6yDBOmL8vgu8f4M8EZ3NzVwF5EVwyG1V/PaEvCKAGFeVykN4gfzFUp9tNl5yiCOB1HGHa4gn2NRYlZv36FZ4an4VaJbB6kT4ItLglvi2WfXrLnGn6ggCAdlt9QJZp5T4Oq3CQBo6LeD7yJOq3EBREsAHMQFea8PIrCcZqc5NDJDxt3bl6SPFQ4UanO2tY2m7gAKUkp0ik6ACsXaxBFTx3GcN3ZfwMSaEj13J2yNEygsAUGSSBpBSbcituxq5AJIJaSBkil6Aq3IEaedRnPis6lsVhYhUKda8kV2fUb4vegFYFS7bS0yBr+/dOHUPzUGewA5AAQHzRwh1/wC3ADBwf1SM7q/qRFzisWtUiEXcAx+f9XNVhM8bp75IxDxZu7ckwK7m7OgjgSimK7zMFxsY6GqfayFfIrPPFSM+YsS+BkCOiBDhPRmuMXqt0/u8rJ9zFZCaXOrGJzniu/ax6LWbI6EKRSJ1FC3LqPhttLWGzhEUR8ZRTCPw7YkiLoova/1cPuSm4kUEfT/APZSGaAP4xvy+phUWdH8Ru1gOwTTiBG4QONpDFHc54r7TnqAilBV32inO9aMvcYHzBB7xKDZgI3EiFuRJ90gQr8aQkIFjBCyhgZThfZfMYDO3gOi4jzPjVhgJoxurV1wQtQrJL9Sw8h2pII3aZoLNALEPTDaitP4G2NggfUzJBCH5azUJ/HuoCMuOQtxeBasdLG9/ixipNsmtH92gQhgABipSoEtqRGhNiNDoc5YC2POS/pagYXEJlvs2tD5LSr0Zc0kNEIwxdWz+gFKXEAgD7RADwEilzyYz9sRbD2xgN0mKe1KQdS9/e9f4+miKuZeQBIS5vk8OmBuCgyDbnuBzf32+L4/gPEgUpNY1Kg6RzUdygmsAeH3noIjtEjaiQ7JcIXNOKN6XDmhvD1lg0xHO/m8fgeqXyNUuc9Qd9MDuvgYV+AF8IkqO92hSOS0mfdbmJSLT0hWidm0VZ38mJwArlw6WAFAumvX87uIlvhQO8MD9CGpEznFC3G0X10nVqY9A1/wQHIjHngBLL9uLK9jiCRjkLmfuPLLOe7CSGBBXBKjcFk+ujeyIvG6MRNSEMuJTcXPtEKjNcIRqlyPkJl6R/wSX9hpPzpa+d/On+yM6xMeSN69EOWzBCz2eWSVrmVY79AW+30Lynr+xPXwnphU42nMrbNisCOzLP8TL3Yvw9RCf//zP//zmsS5qz4D96LATdosKVcDz+yl6NycGuhsbmfoMsKHoKRjJDdhcu6RhUhGiCfO31lVtGEF2qlHk3C+WMvXEQlGxAdLukm372keCwH0FMTBkzQElyrprlICKZaoaRaquqYoAdESKOdi+PxPePPq/YEFigJgYIHi2Z/feVxUCMvFjThAosu2z06wk8yLAqWyEg5glIIHRHedEnM9qO5VNrJlP3wFbX9WpHaoYVpb4QlrWxSU1MKzwAnauYUngvjv6vgTknsC3PRJX+SNi4KOPKluxI+76WJDlEX2g7IEdEkZMQKnrleaPfUgk6qMY4FLdA5j6qCbhxLI1hsYFHtx2AEliantzS1xzBVSZhJY8MM8Ivi/O4aJwA4gjZA83xIBKl/tTAlKFyzd9IEIUJ3IYfni2mcvXPnJm5Bc85wAQEuYeUfcVjypE9i9Su+OGcAhtX322+m78um9yFFfuL4fxQt/zIHdxBUw2fqp5WKcf99HE7YklYy6vzDkegmO+XxGwPZFGzBHdMAc+KWAJIW3o+SQcB+KWsCJEP/7yL//yc/veJkZ+Lf3vwfE3mQy2n9+XNnQnoiCkjIGv+wIbKpdtpYrvCUuUqb+RrIgJ4CI5iojd0eNXBcM92MUAsgQRtYrJujk7qfc1PmwOSa7PrBJEeM/T3Z6N7loCXvJY4xBIAF7QUvjbI1FuwiU3QKDKuicy9RnX+6rG+77gCwj+fw8T2F6ssenEzz2+U6WB3Nhoqr7txRHykIiAlhgyXwCOVd61YuKMqHVtSX7fknXXNQtoHA/iFrghSjF6j300rrWggdo92xlIEpuAH3C4NsDYnkND7QMV4tGSBucETvSsZ7FAvMltQhCgspjhggq2ggtgusY94EN8+Ryh5Vo9Ox8uqMxUtMaN4CF64Rth0zVZuSG/VFqKAYKUeHFt81jyV8DIc0RjTMWNdshhv69rBpdscoNH8JODc99iB4v65i/3IU6Ij+7Y7ljAGPFY14WAkgvmi7vItYXJ8JR4k2vbKwwVWMbN/hM4wAHjZoi7uggcJfFOSN+9JHJHbHI36k7pt7gi5M29HOeOwmp50mVUeSc3vnu95n/8x398bo+grE8asD46YPB1HPgJHEDBqhHU1F8BlVVD8QETJGvnt8CyHu2aVYSUuvsawHvoCZJXmbDqKNftgRlAcG3kYD0cqXpcyACXZPVF21k4xsOz0YhK8ErkVnkUHgXNymUtm1jAC9gFWM/3FfCqAoKHq6KvwM9YILMegkB03ENfzC9lL9mpdiQISLa3L0EcCXiWpvGgSM2zvrn29iwkhIwILZewYyVmd5hvTy1vL6GAHQHDdjVvKhHfCbS2y33MTyvm7Y2TWJHk5qzk4T5ySCVLWIlNhAmAOWQ9+lYumGN5D4TEPdBULXcHNVDTJ+3gotxXPBof4qXn8Ivr6/ABNM6D37MwrcF3QxYCJjZUl2IWGMIBIM0aR4LbIxZ4iSxUb0SLeEM4+lq7WIV4l3x8wVXA7nPmqnHlSQSCHemq6lSncgl+XKdne8tJYo0oMT7iXd99mZvGKJtcpQ+n/Bxemi9EyILumd2qYfFjGQ5RE9QwSZFDdLZd2qOChcVcD+LJPTlQHM0eCytHfAZW4zRC0XybE/Nb5xkWy10iUuHx8etf//qzf8zbF8TdPch7pyBYRwIfcEgQSlCi2ISyveADDKwAQMoGRbYqS6Tbx24AuQEBiiYIuarQENKPSNZ1JaTdxMbDNW18MibAvBtBkCu1L9BV564lKAGbpOsZxoJQgmkPINA3Y0/oaFc3tlgnUpGpYKlyKlNSAThKuztwfUZ7rKUheUlkcxAhqG+tqsQAIrZWrXoQC+bPz1W2VarAX1tZkUQIYQb0rsvQDWzaKvGAn/jxf/MrplWSRMv2QA4QABM2tj5rn9ghYnr0LeUO3FShrnWBQXuIqVr1BIEKCICz+1Trxth49jEzDprKXXXsvu5nnMwRAVHRJJdhzD3EhNjkfHHL5FR3dsMn/b4vb0FI4klVqq/FGk6IcZFXqmC4BQvhlX70RSLInTsg78QzAUtkKngQRN084s1SgjlHPNppKUGfEVCxRtXN/TJPRNo9Dcx4wvvu40FaiNiGSMsQPku0iWWOl6W97cUocaJdBBWhiOTMN/Hdcy3uYTCIEl7BU6JTjBJxfYOg+YIZ8EkOGXP3d0/ziU+3F7f+RpzBkI+f//znn/0BwDWAfbE5FYKUDAx71u9ZOawJ/+9z2BIQAAFpiSpIJZtK1+RQgdtTXNY+qV2fsRkAuajIqE0iYXsELSlMjIoeQFxnQPD2GWXK2CSraO4mG5u97luF2N3bS07AbV6AjPsjV+0mPLpzU7/NOTABVKxCZE9gqADYodsLcMQrblzbfN5zwYm3nsDGurwHtZgfCatPxoDarY2NgCWx5AAYiAYAuzarrM+HSzTzZ41RQhI6AI6wIAR7RjZxdNdvCVgVI8ueqJK4fQuV/LM2q+IgOlQYRB7wMZ8VquxDpKFq4RIBOCR3d0FvDztUu+aacNUHIkmuyZluCrKhSX9VlYAMXsg/S3oET8mfIBabiIdTSIyo8ixxIFLVzvawAyGyvokQBMgh9H/CrAcrwQG5amwRgHaYN8KQ8On8wQHt4qz5G581Foqc+3rj7YkK4wKnYIwnBogDDg5XocUBMtcnQtV84gZ4TxTbiNv9RcSHfHItuc4tg5sKH+3qI7ccI+QJq+U0LBG7ro2vfvRmOfEkJ/TF2HJW3QuP1kXiWstleG754WPbe6AsXxKmyksCshtryWxvclRKgAGgdYOKikuwsrNV4+57X4VHjdRKpIANgIACXBSWa9iFjEj7qIVApvRMFGsL+FlvlsDs9547zOoArPoI+Nl3gE7yG9fuoFa1ADDBx6ZCtp7zdQ997EEwhAxwQ8wEFUJ2L/YkYu/rNdmsKhzJojqxdgd0gNR93n57pI+4ASWgpXIBCYA3nz0PmW1P7SJEyh7JSR4EgFT6wgf3RbLISqIRJQBFnoilnm6l+hazhIHvxAfRImaBUkUJ2/M+923+KP67I5eN3SUXFReFby2xSwPbA1Lz3DVZ970HKCFIZKUdqmW5XPcAkRCzMIWgkLPyDRGp6ns6WU90295yBJcAaCMRQtG1+zYtm3/gg/iWj6pM5E/EERA9h59Ld3GB+HAtMWzuEUHxF4bAAeKa6AD4MMWyEiFtnLcn2M3jfcc3MWB+7SmB2T0CVDwr6uQVbLzP2ZsrtnL3Kslzy2jaxW2xdq4digYxbLPe9uLduBgv32HQPUP8nlC4PU6wD0CBoW/mjcCBZ/rWd6RzHMQEAhfvH3//93//uT1gNwlugrjbGUpCZataEYyAljoR+AUIQETpIHDJA3wlggCTuD0YQPWoemJnqMQ8J2iNRTAgqlpeCMU1gC+Ss1lCgBMjKsYe2Yg8BRjlSSGbDOu+xlpglYAoLer3ns0NDI0FZYrQu9vSl8CS7Ko648Yak7iSrs+lAj8gR7j4uUBnifm/+VPhbi8GuBjiRxVlw5FkYmNJqlpL1uhU1hJMsgA7SUSNa3dfnwdYuUJAzj0ArSrHuph+9DlyY8yZAC7I3rLDdbG4Rj3dSo76jNjUl/vuXmLYvftubfHN5nfNe9oVi9ImONXV9gD9ugjGVNVpfICSWO5JVNww4pATo5qRG8SKpTsuG0G2PXAm/hGgdt6XtbgHAVk3z31hIYCFMfCM8HMNywW1seGmsbYGKiZVtO5J0BC5rdbFEXxwf3hGsLunuZBbFUssZ+LNXo17Upy+EW+WU7t/gLgl6GEdkpVLSI8jcB3N7Y0dQQBH4YKc1XfYB0d6yA9xi4fwDkxUld+jje9ZC9uLe46RePM3Cki47vNwo499yhnCRo6Yk4/f//73n9sjE8F7TyLbXkXjZwjYAEkI4E2xalg3qJhkYIgMNN6jTtSkCVSR98QgAS2gqF9fFD2wlFyq5lbYNxjYGYCS6uUeXAu1VonBdi2fUT1Z7xJwt8KuRSjxVHUIGGAIDgIHqQrIrrlQscZD+wS0DWEAQXUvyasuJYnxULUAcn3jdiBZAVkrrmvj27PRVDiEIoATK0Rcj4WV6K5/N6gQkeYIWBNZ3QAEsJCB8TEXwNJciH/j2p3UyEsFKa79rc8CQwRuLPrGIdUuomMr6gNiInCsixN1FdCsbxauMRU3AFWMmoM6SubcPBFv930A2gVzkG5FJQFsX8d9AoTDZXcvDAB43cjDJi5Ztn2qO8LmVu2wcPv+7Xy+jMfdA9D43r59PvzGif5zp3w3BxwuONIK22eJb2OsslfFmQv3rODyBcOQhHG6T0kgIu2RByV//WUTuxYSJWSIAMsA930GvQZCVGETKdqtfUj4Ht6yPQxTeLmGubcBV9WuWnetzqP7yW24YOlMLokn7eRo9gRQOCWejQ+s/vjlL3/5uX3//lEE2p2kBgzZqrzcROKxYe66Ss/spmA0HhCo0iU3EgHa7Nk+gygITaCkRuAGTvITASzDVnkcBmsrwM13rgJwvMev9qAZitkmL+0AKjasSQzXkhg9R1efBJgxv4efuLZ23LPat1ftci0EB/KSeAIe+EnybjRSgRlb612AAkEiUIQglmo9mwfCTvKoPqla46pqML49etA46D9lL75VxwACcRr7JpE4vvF9dwrbIGafhXt3c5cYIIasM0tMcSUfKXwOWB+zJFi0XewSs3IKMRJznJMeyWtc/E77VE3uhVTgQw+YgQcqV0QnNpDItdWJue5nQMgX6K8Ne6sVoNkjLTlcnDROjnhia4s3eehe3b2O3MUXO19MEs7aq28q777NT1yxjZGYa3TpaXsCHkbW9hdjCJsgFLOWI5GJYgou9F0DXCnCD7ZxEy07KNC0R673gCxi0uOyvtuL4LNyiLN0l5faJ3hk3OQq0WL+5Ol9s9r29k0gbrFgXAhBwkHhg9j7PD38lkP6KFfxEjy/j261j7BXASSn5M7Hv/zLv3xuz07zByrfHtsp4W/D7nNvrEkgo9pr4AMGqoOdgNytQd5Ta9g0gGx71YiqXCdNsLU1awysEiqp1RSQ0VeVB/vRhpr78gFrebVdAKYJpZSpdMGpL4hQMLfCVnkhVaKDAhW0ghgwaEP3D5hj9pNKi+JHHpIb2akqBOD2Kh/goX0A37wBBEAmWGuv64vxAuwqNmRmvHye+hWP2yMpj0mZF/OnsrATV3uNY+118wYAkBbCQa6UtC+fQy7bi8UfnZ+9PVBRmbFjiTuJ2y8iFviKf7Grb8aJU9JHZuQmIYworbkThMYcQbj39oBczFlP1UfkJpbFsP+zgrc3T4iYG4WQ7rO1XCMugr5vDzOIQ9W75RF9dn8EJT+KgWJQfKlczZcln/tYFRHXpTzxQkjcwzr8rXlDGuKpGxf1SfWJRO3dkPN+rn1wDOZsL7+1x1iqULmQhL8NunIZJmwvfgg7bb+nACJVGK2vFaj3sUl9gNn3MUECQ+zWdSGGXN/9xA+iJkLMkU3QXb4hfHEGwaMdyB/Zwx6OT09oJG4Vt5ag9O0LRaozgMQaqAZu36/vITxgYmJVKapnirunD1EbBuSu8dwDSZCqdbeeMcuSoIipc1U55aVPAIyqq2UJuEwIgLznviIxVoVB7wk4bJV7IpwqyzoOcpWggreBD5BsYpE0FD+rVOL5v77WbpRowMYmQn2iHsUEEgMcJVn9pZRtWGHlUrvEEzBnNbX6pOhV/oBD5aUCAdp2/yPMXkvlamwpamMLLDtf2xMDteeNl+UiwO7aqhgJKWfu2fDbi3sARmBxg+SK+RPTcqeEjcy1FWAYN0nPrr27kptDyBv4iHfgKFaNufzoQS4ASsWvHcBZnnFQ5OOPcppgMi73pDX4IIZ9jmvWEwjvewhgjaKAKyR+VHfmAp5t3+/ehYHyX7u5VgQhwO1LZVjK4kZMGHvkTmDJA65H3xUt7y1dwGLVnBgklBVonIE+KWOJ0D6Ae8qjeGN9wyJ5WZcRXln7Jdzvi3IQN8wRyz2h8boI/oazpZBEelwNTlzP7jD2BOg9qVFfxawK3Lj2lZgKBWMLJ3EDR4ewMJ42LNdlNC6KFvkuDz/+5E/+5HN7xOhmEhRIbm8zgWTQQAMnGJGuc1gBXZ9HZTHr+F33AmSS2kQKyK47C3g7gFW71lYMnGS3y1GQd8c5ZwHBsHABlIGj2oCy6qJr/vrGklMVABd/a8Ilv0Azvtv3B8ojRIFEWdtFS9m6dis5JGqckD4bG2ECVoIIUfU4Ue2gdu+BBPfUMtcQS33On0ABrAIdKCMEgkLMEiN9HSmwUfmwie9mFmvq/g/AEP725hF5ihvkpiJDBCpLidgTxbhOqjYiyVhT/ICede/nfc4fCRCk+gaMxQqgIKaIpZ7wR5RozxXf4s+1kVmXWuSMcSIExSY80A5xxUliTW8vBwCq9gFntrG8A+wEdzf6iQtxTrzBFDmPPGCe2KmQUC2posS7fTPaJ3Zt6kL0fYXoPcceSRgP1xTnYhPZNK6MuUrwbviFAwj0WtBOaNseWSiSiEftRLqEHyxUrdfNuycdGnP4T0jgDDlkHOsiKHQ4pIQgfBcryJ5DxwHofgtfhDsnkLjzWXNA3FmSrJNKSMkz4lpccQ2IPByn8O0yCXdFLhHlCo2vj3UBH8HNAnbT7QWrtQuBZF33blM3OQK/liG7ReIhcwMhaBClZGN/91lgNqxrsHhZgyXR9hWJVan6LPGhelNlSgjtFGjItVWeAAcq7gdcVAPEkYmnCLvb0po/INNmICcYOCTECiLqiXX6zwIX+CoxAohS5lggzG5UQd5AGdEgJECCABEkUu6zpPftSOZawEtmwkJcqQ7E4/YASCKax/sqQATq3vrTl2yIa7FIhBhz82xOgCCx15OyVIoSEsix1wGtBBV3qizg09+xboHg3TtCVAFYoNAzFuSqZY8bE4QWYXFf6rC96oAQkH/mAGj7jvTYfn1vuPkyLsjKuIkfueSa8sESW9tMqGgzd0DF5hr+r+ItBhIEPqvKlONAWywYY05iDwpSfKioYcp937W4E6v6TBBtr+oVx9rj/ty9e5iNWOh+Bu2BsapjuEDoE3Xadx8N3F7OImbz6f9iUl5YVrUkUhHOieFScXBV1niHS2Z8uB9dK+7jpNsTBpZ4iEp7qRR1d4Pi9txFRYKCwmfNl7y4r0DuZmx7p+TjdZY//vVf//VzewCPcAwUlbI9O1OQqhitAQEGIEyZUmjdlWqnNhL3O5WYxFTNUCFUaC1ega8KoSZVfaxA7fZ7SrunWrGxtctnr4JFhPe9rl0nAdwm3WQYx7vbW6jCegAAIABJREFUnrK2jlJAFRQCXNACLu2zznSVWc9WBuz3XeQqNonI/hRoErGVkE0a7DvJfjeAEGYsevMJhLYXPx5HUr0BWmPOmRDMgK27U7WHwkeMKkPz6NocGz/v8g2XB5kae0Bu7gkIset7SRZJsXR9hrsiZjyjbF4J3Fqq2gV8AT7wk4f3RDTXsI9ke/PEheJIGGuke1+72Y2khBXA5CwRVLAFWKsQuSy1GREcIiISkboYlBcEs8q2z06LZ0suxhYx29FtD4wxkI99BwLhq7KGMfAIaN/xuScPtl3w0zwhXRgkRuEGIujhPrBFvMhDuaFiJMSQiva1qNFffTQ+sFBsyFfOiaq9p7nJFde0BKUKV2CIhXtozI8OtfKlXcaJ6ICJcI7gbqFh3nCTuTcOhD0c9XvE3vNJiBBzAIfMl6JOQamyNjbd1+B+xl5fuHVf34et2robZ/ol4QWdTrmxoJBs1mSpkT67RrGbBNekbChUiWiwVW7dQQlsWM2C0QAJSsELfIBkyYwqo7TuCxUsBwhSSo0K7cEWd7c88mCrCzg/FwxItuMFiAiCu4MbISIxgIUQWwlZW3R/7TMnhIK+GHsk1uc/3de4+RugIjHum6VUTLWpAIIY9DuxAEjveCGRbjoDWNaA7mYt/wcYRAIl3ffAIwmq/74kRR6oMAgfQNH1cHOPDKxnSVA2MUVtI6K+FrRUgPegDQR+jxEFLMCmSxtySF8JGDFImCI57ewJeu5DWIl/lT5AA9rsdhVHz5VnJcMSboKqSmyIb8JHn4sPYp+glzuuJYc5IggHIXUdVX6pzu+8WA+HZ1wp8931Sm0W7za06bs4+tFmru1Vx9sbQ/clIrlRct6ccAKQR18OhAvEi8LG/cUCUWJHvgNKtGV7ccWmvps83VfRYE78vu6G9ly3lRgQ1+LNvLpmD49SJFlqke/aixMIHNwix3pgkM25sBgGwhZfcAunEMN9IkUbuWZXUH384he/+Ny+XUvcHqDVLpYMlLLvql4K9h7TJ7l71jMSB7bI1To0FedzOtnzYH0ZGG9CUr1YB1elmwwJjGz6ukgJZq3OZ9gtQNhEAg7rUU1u4KcyQ4QsJCSmKhacgLSPR7iGsWQxCxJkigAkrPHr5iD3kyzGg8K/j4RwQ1TcFXUSjVI1nyzTeyAIxXjfZb09YqO29UFsAChLC0jOOJcYLZMAJmRvNy2iERN353eFl1xg3QI5bSfmEI6cMc89YpbdaZzc33f2GFEAvI1f3zhEQHCIxCYAvVYmd0G+1LokuMQEkpCHlsEs3+gTG3x75A643U+8ACPzd6vBijdiCGaIQV9IXw4hf3nYd1gT/QgHLhGoRCQXhgMgd+pEEM6I0Piodm/VaS1d/NVlNF+WWFRmNi2apyvM/L85rQ/aDp+u/coRQ1CwslUe/NFmcS7fzBO8ggH60ccrjaHlPQ4WfL17heSaQ0b6HDaxyJlA3PZQiWFEKL6IKfmwvbFGvPBIvBED8Fbui4U+CsySJwh9h9EKo/tIMG7pa27No+U9Lpq//fif//mfzzbwHtVW9jeRGnDfN+3rHr5ArVSVaCQl4RosEOt+yMXnJV03XFBQJlKbfdYgA3TkK7l6xrmg00cEKDkQE2tMAiCNWrzUN7DRB+urgIpSZfNRcQVU4gjYSVqTb1ngOhUSpMfyaQ/wME4CX5VJDKiw7VQvySI+yQMEBe3dIY/EgFJf2Wf9CjDd5+cRwD3GkMgrmYlfbRUT3ATqW8wQU9Sycd0eAKiOqF0xyPIGAnIJSPXRFG1H2EDGtbkEyI3TQzwV8IEhsUZ4iWeAb+6JgPvWs+37tzYBCJ9hUSLKe+rW9qw/DpE8Q6IAHknYE8M16yNiwBYO+Nv7SkdEibBVZiUg7ZJ/csi4EZFihfByLXO2vbFFWnfXv+pdbPhb8diihatz3+BGhMBRpCZP4WrXdxG0NsMxToPcYtkjC/NaB859xbFNbnABbnIqiVv5V84ghOESjCmpb68q9nN97VGuxOEVc+ZRn8QVd8Y1+lpgIs68KQZU0sSKsTYm8rD8A89htHi6rqI9HeZbgdslRjljcyCRAnO+AFD+P4IEsAV6g4lIqvC2Z3cAeNaKDnX97e6eFHwSUNKz2VRMSLekIUkkpuA12He3oOBgO/ZFAdQYcSE4WeGAjaVrwu3+BHTbs1uQuLG1pn3f2y3JJI8g2Z5StzEN2asYAZZ2CUgk16Ma70Ez/gZ5CGzXtIYGdLpWbKyJDnMP0PTVmpVlEvZon1HWHkIBWLvv3bwoNu7ZwtsDZQJLZXTfo0wF+z1Q75GIBBSy10dLRNaqgBGCBxhV4zYPuo/1VOt/HAGVm/EBml0PB2BiQZK7L+dI7AA0OQbYtiesALuxJ5oIUmOsqje/25tTmAEEAav7yhVAZiNi96XoP+wQP4SNGDWe5o8r1fPbiVdOm0pLu+wrgBOWIWDUj16PCthhCatZrIr/u1O/r6a9+xlUveaPcAX88FUh0E2WCO5umtIX83lfB0rE9YRGy2muaWyJE7jESSXyuGk91hdJmWP7LOARUSDnXVt++vv+za2GCXrWPexWBMKLPtbFBSNI5Y54JrKJJcKLs1TXTE7Kc7kEBxQ1uIv7g/z7BA++USgSJ7jh449//OPn9picSmLB9tGP+2Vi2DDI3xqHCWal1OK9bz8BrAbwnlcLrFVArTQkBfVvoBAkK9eEeiyA3VLQoRYpeCr4WvWCwMBSXCz1Xl+SEzwqflU6QDU+gqmPk7D7iRNCwWckl/HqpqntW3cDeFjKsAMZGPZEoO0BqTZ0Z7cA47b4br7EhPZwJIiDri0DcJ/1fwmpKgWKRBTbqs9/IlzzgmAIPxW++RMzqvYev3o3/4hNpECkEaiqHMDq59ubP+TPvgb4xDBL9b6lq+uY2ii+WdGqJgTgc9yr+8jI9shc7opBgk8uEazai7g6HoSL3xEUxlH8Iyp97dGR8hDBwBhEqOJg+SJjgrZLGsba0oBKCGnd1zJ6LO9Hz+TDCp/VZ1WlayEHGICA6twoisQkUlB4wCmxKzaNUysz5KkdsMRn4Zf5RJwKpj4uaJwIPqJSe7RDrN5nq/voGiwhLljLll783P6iW8y00LiCAcbAVbmsz6pVIrR7XAgt+ADvjQPy5ewgYWKm/HNfdSzv7ZEyT+KcMETcPQcELopzmOceH3/2Z3/2uT0guK8OrB1koChlNqKGsQABx7WtqiQoO8GhU4LA3xAS7D32WteVVJOqzb5DdXuAT0XdHYJ9plsym3QTi3iQnXbY1d6NWL4EA8KTTKoGE0YJ3scjug4HSO+LCwACwDX2ElRy9WQe1QkrUlIhE0FijhAklU5xby+QiKXa0tsDDiBOCNoBLoi3Bx5cDvNEJIlN7ss9IaogbU/GfTmJKpCrYbyIF0q/4lJ8mz+i4x46ZAy4VQgRYW0PkMSRnFHNIX/AoZpALt20ZPlBzvh+l2f0TZWKOHst7bKPQTWHKOUUkSRnuEjb90dZivv7Kkd5SLCKmS4BqeQVDOL/bjrldphHP+9ubPNAfLsPPFMtEZ/Xtu06KvdLYWFu5QrcUOHaOc9drNhFmkQG4DZfqnHY5/9wzr6C7VXSCFA7CGhYZ6yJElV8xx7umCcxCqPNPcIknvS5m63EgLHVZ7ziuX/3J5zlQTlD/93vOg/iXZ+IXSKqZ8K7HwwRVx5742zdx/jwQfFenOirAs3avjzTZzEqzmr7G2v7U/oOiG37QiFSUdScQe9jG1Q1m0IyKdsB+t0gotM9ZAHhGmRAgAAlvYQAjqrkbqtnjVB2Kn8TpfOqUQQEQPpWLG00cB6UJwpUOiwediyAL2kgPn0VFP7Wxh5BS2lTc31sQ99UhtSm7xQpUEbK5rfvlWXl+lufFaSq0/uoEaLqYQaqOOLMpinxhCABmqBVaXSn8n3pAVcAuFDIgBZY31edtk/UNftctcm2RVDIGLnYFLM9AUHYqLA5E5IekFhiYHkSndsjPnOvfZaEEAHXSAyLP3OwvU1e4gpY/38bJYkUZNjDH+7mH/ND+ABFc0IIdt1ZjLqGuVcFwwHjJGbNTddkVRiqTXHcTW7bIzvzCTw5AdsTyNw8FQ48UHggV4Brbvo+c3HFSbO0oX1y2XKbXDY2XWIE/oQEUifeYMmthsVVq3WxKe+MKaub4IPr2g/f+8iTfxNJctuyjDEQX8SCeZYX21t2QYTcMKLDXgXCQvyLc3i/PUFIUCBzf3tPf8QdhGGXNiwLsvG5BIjZ/7lV7nGfLtneHi0iCUfYoMmNwTMEtTytWMJNYpaYlA9fH+viw7Po2AsGun9EGQhSAwW8ESTbVqD5+fYCSDAifeBCCeo0W107+45bk25AJIsKBDERB+wO1+5aMVDRN8JBHwC8MVC5IVKku70EFDhIE6lRke5BtNiI12cj9cX8UPrmiYCRCGxSyV2xxDoWyICM/SSJzZe+IfS+EAbBAV9jLxgtYbgHB0Pyd8MfkQQwzZvqiRCTeCoSJNiYYGOyVLVZ31X6xovgQhqNVWSucpas+so+tpv9Hh7TtXXjhbCBEEcEYKhexJNKuyd4AWMkes82J6yBN+CVWz3E455ZrB2uBZSJOPNdu9+YmzfPrhIKiI+DJD/kVE8cRLgAEl4gE8UDcEa+xGQfN7vvPL9xRDSyfFWWYrfvKxab5lwu+6zCwvioRjkVPfAJmRHIqm9VFXKznioP2cdd8ycqCQjkQcCLDTEpD350Gh8MVPkRhvfsd30lmuRQ14o5gQSh+MIZxk1cwd27RLV9L9ZUsHLEOi+c5ayIe67x9sYOPppPsUB0cADNjdjtI3VwE8bJS66VPhG/xBK8I2y3J1B8lmiDgR///M///NmLUrRApsrr7jDUIBWY5KIg+PEaUaCnjgQOcgKwroU8BKB29tQagGUQBRblasct0rr2el+BZ53SYFJHqmIihCUiqRBP320K5O47dK0FA877Igzqr68DlPh3zZyiN076Su2qgDzitj1iIZIALbK6u8eBAJuxbwnyOwBKIQs0VQTCMV6Curtm3dcyiQrHfJpz7QL05qxAAYgQjpjlergmcELgqvmeukXYqGKArqRGCDYzIRHrX33dq2RVcbEqfUa7zMl9oUZPYLvrt9wxSwgqbkCCIDljBOv2XDGkhszcH8DKHfNtg9T2YpPjcY/gRR6cEvkqhm0g25675Lv7IWb3vQcuuXeXxRCgnFFVcVvMlwobTlmC6XolR41whgcEhj6YG8JabNxXfG4PP5ECgYP0iRDzS/T2pDNiGrCLLwLPNRQn2sVm7uOyrG2xaZzkBrEt1/XZBs6+f8L43I2P4kohxIXCN8RCHzcWt/oPO2CMosWSGb5CiN1vQfQQXJb5FKUqajzl0S3t74usYD9RpujUR2NL+KvICcE+bqbNYkDOfH1b189//vPPdloVCrD61hvrVfdxB+SOiACIgUJMJX9rGlQmIJVUAlu7EDY1Vev5vjlItQL0KCxEAHzurtntBZ/Epy611+BThncSev63z/iZviFPapfyq2rbvn3Q3xgjW9UTV4MNq2pyzbszfnvBpv+qpPvaN9cGJJK+O+EtgwAC15CA7vGj54i3b4FVQhEEyA0xA07CiyCSMHVKiDWKWMxa4vBZ4AOkVSIVXuJGfGsfgUCIIY17Slf7zLZn63F7xCwQRDLGTZz19DtgYk2agEDqhI0cVh0ar75bmzC1Di8PiDSxDOgIr/YNgCI+eSm3e2LY9gjJNfpSGfktJsQxQDO25ka7zK/2bk/QEYncE+1TmSEa3411zx2wF8R4XeEu76wvIxHtI/y3l4f3yGLAL45gizz0vQIVbiNxDhu8kgfGkeXr77rxiWi8L41RNBCExsLnxZ0lou25GTZrmQMiFz4QwWLVPbpMwmUlKhVaxAeyNQf4xjKBa25PRMpH/CJWjAeBKsflbU+0FEdiVlwTzIS+4rSu1P3i8hDZ7f+2ffzmN7/53L4/lUhna7uwQNgvAoaKojpZYtbh7osEtjeRApsNDGQMIBBgtxgoAbk9YPc7E6YdqnbVIEDxveuo+kjN+RtrT0jChFOyQKc7Edkt90X0kkSFC3QAh4q81RRrCckbc0qeUnUNiUGp9jlLhKsP5s39KHmBxVI1Fq3WfZZdRbEi93uAib9VMXbdWZUAAKzRCV7xpm/iCcDVddFHn5UI5tc4EUn30Ic+T4+8tYfl5v/EAUJyLXHVzUF374Zx03d/q/33XeR9fpXqlkvEpfbJIc+6A23A13PvuRnaQ5QQwQQssSuemofaKubY/YiYOCHogTUBUSFIXLDCETUcIOgJPnFmriqcESHLnfuCbO8mWgR1l462hy2KANdAIoSE+b3v1O57lGEFDOHq3QNokL1qS350nV78ECqWBIhc4oxDATO5eX1/uKUeYoNwV0HDVXhhTAiMPu7LdRHX5lysiAnXEKtyu0tm5ocbpW/uK2bko1jgpPaROifPcUz8331hNvdDuzhxFTicNEUu8W8+CRuxIYYtsfXlH3JFQQFP8eIX5biXSgB+tkjPhTXJSnkVN0IWeBJEQwFDH+EB9FSSyUCIVKeBo54ETTe2ERsUoarp2kE2mwAdidBHngS+ZOIA6APiua8dZPv3PGSkr6+AgH2NRKhzX3ZHd1MJewXgSyYVmPYKShW4PlZdSl7tAPiEAhVuDcj42SXaJwdUlcBDYFnXsi7PEqfSkUlPhhODqlxVuhhBgNwG4IRcmkQCXXKLCVYvq5zwuaeW9Rllie/61r0pdwQFdCS9/ADaHR+b2ghkc4HciWJ9FBPmc3tApDoXu6xLgHY3M1pjr92okjYugF3f7/nMKkXguL1KQnwAMMDEkkf2yPYK6u3lhnlUOLCpzblYFUcqIGJ8ezlrru9xooBVHugTG7R5SKDIf3Esh42TOJL7SE8cbk84Ea2A2zggO31UNBBe8mX73jVQ5cELlaJrw0b52+fW7wty/M3FfYLC/5FZrforxggv91c09Nnt7WFARaWiSBwrXhCkKt64EAc28XWZS77Z3Ca3FQVwS4GBD92jx0aLE+KHA8gd4kIqSolf9+qTFvZ9EGVixBx83XTGfhVYAF+Qbw9c7PhFAiocRGgDgeCWdDq9PTKgGgHR3YSgajFwAkywbA/AXYsFJ5mAMWDQLu3pdn8VGVsHadyXDQgGz7ZKom7uAlxIVXUkGAWJ9RNj8qOdm4IVgEoEAS25rk1qt2F389ovIAjMsXlCQABEwBEjrbBVIRLSNVmrqj19Bj7mpCdlaSugMveAgOq0SYdjYcx7AA5QVumYC5YXkWn8VGTu0efp2awcEeOkugL4gB6hcz+65CI2xaqqD5BZfxOHhKz9In02n1jkQNzTolQe2quqAXQ9l5wbpK2uaR5d0z0AbveliBO5DA8IFtcGUPKPbds1dQRtfdvyGovQtcWqsQaoxNT2RP994kR8iycx4N6KBBVnx0W15FpiVZ+MxX1fdl0zwoWg0j7OlvkjzMwbbGJrby/PXIM9q+93bfge2+we28MSmIPMCUCkIu9gjWW5vmPeWjABfJ1U1Tp8uEtoXVu/75dXxFjCQMiEs3sgUm3Z3hgrImGPil8fFTcwE8738ChjCJuJa8JCsWIZgJhSXBm37fEfx0PRi8s+/vCHP3xuj5B8UCJ2w4y1EyrWzjrJA0wk5lWIfd7sru8CP8DEQlGRsS4AS3cPGhhrjCYfKN/XNEpEAdkXBVyLTUUG9FTSCMfnJb8A3F6Vqf+SygTdg0HuizG6q9H8SHiAjqTuoSb3zUi14gQMMLmnlN33iQMnyd/XRRoPxIusqGzEZ/3eXPh81+EEJyFIuFgLAuhEiVjRnj57K1mBGqHnC3BwaqhwsdTNQaoiCS83ODZIXnWFlCV7bWNr1Cxo8Sx+OFrmUcUNYFqtAzdzS2ybL4CvKiZsAUUfJ5Fv+gaY/K3xI16Mq9zf3jyo4MWvKuE+U8qJ4Dz1rABCBvjpI2vZvFnbZ3NzifRne7a6+UDQ1iXlFnJQxcsdy1HbE9nGUnWF1GGJClscAfWe7EdUEkOKAVjoWsQRUcBR6SN+942I5kkcyXUYjdzEdJ8r5tbBPmLjLiUicu2HBSXZe8gLXBBPsA+pwSbisu6neTCfCBKmmC8YLB/01Rxsb6OX+CG2jY+YvbvttaeP+okFQo+rgf8UC0Sle8r17hInPoy5YoVY+7pLXIlPQVNNXVcCTFSkwDYJOiNoVG4/2pWKsIEswjGBgsBAAk0N72M3Oi5pWUyCtRvUtjeBkqev4tNmFg3CAWSIXCJKWJZcTwkDzgIHgKkSbOxhL5pIKrknsLHAtce4+Pk9clAwCwab1bY3b3YzAkW2nmAExkDynqvev5Hkxg0AAG/Xsq4JcAuGiPpuHkGAAN1jLipe7euOZdWLhCMWxQSRIskRocqjr/Vja4pjQtC179upkIZ4F9vbs3qJODFLmHK22HqcFODdd6RbhpCX4gw4ErXmW8zIjx4OIwYIdGNLwJg3AE849pyGu3au/64NfPSBSIEfLQ7u6W2WyghkfUcOgA6hdvnNY1rcFWuOqve7aZAwZQHXEueGiXfxJGdUXgoReYjACaHtCRbxTGSKY64LfIA9hFHFEpvVfMAn7UQaXDxFl2q4h0fdJTD7POSGylqMwPu7e3v7/lRHRYA+ine5o70KpC6TIHM/E29w05zDJ5go/7r8pijSDrFq/MwnXuTYKJBaMBLfsFb7FI4cXG6Z5TCipC+9IXqQv0r/69Gk//Vf//W5vQoImVG93XRmYV6Fg1gEjkGmygX3fZRne6pEcAAAgICEKXlBIdn6bCRRYbAFDjHgO+C4QNe1PAAukBGyCux+IWVg09OjjBPCsaZhXJCEAL/v/q4lfoNTHxCTdrNduAcSoaqXAkUK5oXF1INR2g9VRHc5AlvArh0E331mFPFIrm74E6yuISkkgNg0v8YEqfUAHPElTu66qj6KK3NkPLtjX99sNCL0iDvt9jdA2rjKpf6NuAIIVf8dH0r/ioHtCWRj7fEbm+8IQ8pevAGQbmAjsJC+pQRAQVz6vfb18BVzbH4AvPsjchURsiPE2jd/Y5wAq3aJIwAvzlSFrdYRMrCFVwjybva01m45rAduyLu7z4JQlZ9+b17FV3MLIboGsS1miTrjimwReZ9k0EZzK1bFHkzxN1wY+VurXk6IZ7njuwKnTxBtr8DocaJwxxgruHzBRHEuruRhY8L97Inwt/rCcSKgiXJ52L1CxJv5cT+cRpzjH+MK3/v6XV/EGhFCOJg/DpODZ4iGPoWAC8Q1sWbsP/7qr/7qsxeTuBK0D9QjGhsYkAKARWomX2cBQxXO3aEpOA1un03rF5XZdVQBBji1U3KzbqhcakoF1/e3XuCS+KoUE6xPVJ9qtZuV/I6AMcaEgiQW1CYSkFGI2yNZYIjotAf4SH4J69p9BlHSGA9AwXIjllQmfSRs+zZRJcU9lAOZaK8NMyomTkGrdTa1+JFErm1OLEf8b113j6PZUgRhOFq6PhKbwMXAZAtIbAGJJbARxAZYAUJiCRjXBQ8PAxsXt3F4pt7JGdrpme7+zqnKyoyMjPojm3Luzp0JYkB+K0dJHmCRDC02qRTHpvdwDD83vvrOn4B7t+cJSOAGaAU5MiT4kSWA14rW86ksPf+87eKHxpcvdZpEgqFyADfvVw0iHOzTKSB9Q5DZFAiaQjOuyIrqsPPhVDEA6VmIGJwwXki7Srwrb68ypA9iw7v4jCqdfzXJItGS0r1lTUyZN4Un3zupjcJBZUJQERqYCC8oSeZ3ewESFQhxgCEIj5jmsxQ3PlGCClskQF8SS89h2B7x4H+9GEMseJb/6wN/RsrFPuLT89LlHSqFWPYsPgIL/fwqiNuT4BEEOYQKRQ2S0xAf49xDh/i1YlLlfC+OEqfUu3vW//awVfHUo2y37ePvf//75/ZkH4BxjzPcnmwChDkn8CFXcVKBQjLoxQUcSVI3qS+Z3orbgHOGBrc5nrsNwd9K3IKdYRGISnHmfjiteT7PEqAcSrUFILqISlXU7Rf9IvNbEMZ5OJMg3F7AsyVGeq9KVE0AaQDT+UOkx/vJPxYDARWkzYIMbNfCqP6bT3A+YAe8STvsZJFLFRy2VIlZ7Wx+TgBINCpsz+j+T+/FjPm1ADA25Kh7ZaHg315yQKhUKYD8Xtd4FysV8LWLLQGW91/5/9753ZXB7MFe+sjGfEP79MO6gZ7Kh7zey3fYGg5YkGRHCGBrW5Ek70V0kHD2MLWGEHbqCvlG1pBwCUnFLYnxXVjE37YXTyoaRAbgezayooID0q2w+QfM8X+LL+GaeLCmwxh1DYLEpygSu96PTCoO7LO/h31sL5nBvjsHKzZuguTLvQKWr0ks2scn2AXpFVMIWKfyxBF/ZnvvdYKjpHovE+pFIjDZe8WwuGN7X0iK3FJ7ITs+w/fE5T2kBv5SP5pIxds9TdGzxbT2wmTx2dXrcijyyK+/bAH+1a9+9bk98DO/ZHB6hygpRDUAfIAveczeNQaSKLtSmaRlMh+rlRDvwHESi3RIGm2H32H/+mRxhsRjDoEhuxIewAsslc29AlPVwNiq1i4qYReEQdJUuZrzkCABA+mrlRm7SP4GFkiT9SUJtgfE3fJ0L0gwn2V8EB+LSySJu8Vte8ROcldB235HyuEznJqy0qNv+Z5xw24Bugra+AEj382Xb29BGGCwaNGzjBcbePa9F3p7shRQ1M57YYafq74EJga+PaVDe8QZUCbH8h0+iyy3qrrg7EuwGwsJi80FP0K9vWSuzRKz6kAcUrYkzO6TFfd8U7Vi7BEvkr0qj726Al4fgLHxMZ5WuIsZhEcfzbn3GZKHmPFe/sxnEHhA3wVZ4l87+AvwlRiNM8yENZ3f7eEu24tZOCGZkWe9kx2rQhoHuGn6kt0QaIuKjTMlp4v0JHMJR7skMzb3TnPqiEQTNh+FIfdsbqTxLliDo9S/7RHgLquLAAAgAElEQVQZOMRnjacCEsGgtiD0Xe1/7/iWkBEaz+SH8F8cVsG5F0YpQpE5BaLPwDzFXbeIIaQKRDjEjz7+8Y9/fLazFhRgV50rFoAA4l6FZm4IK1KtGvju35W0vBdTJlthnxIn2R3jroSj6sRIARXD+T8ZQ3CTh3qRCEcRzJKZvnmWjfTkDwpA9yAKOIB+97xL9tidql110AV/nEIFBBwxVmAkqK0yRCy6tYjtOaUFIWxunElIpDtA8r15eo6sHeaRLPgQGOYRBUzZJXmOI6vuvA9jFohkdUFfEmcR0l2s5DMSkSADDACmwQ0YLCTyvqu23FvinFDV+UHM3Lw4UqZ6QCBUUwCMOtXVqRY4XsJid4K45MMSpwTeZEsZ0TeVs4Skj4CD73THgMVsSBwFCwEFemL5nt/ehTyIlcWJcEgs8VWERqzBrS5AFOf+BkFmN+oiqVXShXO9XtP4IXHsJLn7PYyBB9QiUvn2CDISZkqFjY0PjOEL7Na1JJRARJmKogDhX/xc0rUDo2so2NqUnGpT4aVaJm/fNU0llewAP9mJmoAMwHPTJWzf/HMPJFEgIlgINdwXWwhzlVQ4r33yjveqkuGWvkm28tD2FkDfdVkWmd1z5+GaPFkFTuHDptqp4Pr4wx/+8Lk9FiDD+8MumLnzoZwDCJuLweDvwfzfOzQAG8L4GJDkxJCC3QD2NiXskHExRFUK42MyKkxJpSdRcSQkQwCau8BcrSj19xhitylhxhjxXQAlcUrQwFjlUxmbHUhH3qt9pDfgCGAx6F7V6W85FNIkuAEUwNVOibTOSiEhJxoDwXGv+yPxqDQaRJQIiZHzUiL4EbJCeuWX37tBh+1VtNrH7wCXhMUnmrCBiWRuW5RqRRwgsABXYihRRS7ZTbyxh0pbrJjXF1ONR8kdmCCT7KSSZeM7D8dG2yNp2iz+JBrtUIFof1cqIyyIl/GhmGiv8fJZBNZc9vYtyac8SB6qU6REwrLlqVMHCIFnqqRN54gHJBwe3DUw2wNnBEr1xh4+I9aBtTUAtZe28y9xh6RY6S2RIzQUwxJ65BH+GC/YzO8R1rvOqGtvPBfZpoTwJzjBBgohftjFcNqFLMLNVvTbS0hwTVy2OJAb7LS4OwnEtPGWXE2z9r51yrE1GDDFtAlVBflEZOWS+oQYNtYIImyGjYgWfKcC9bAthEVs+o7offz73//+3B6Qkrwku4INQLwnm0kiqmHsgIFUgd24zjkFsQoN0xOABgFzBlwWgbVTAB7ocErBco+fFFRdjAB0GfveiKRSVc0BKf0oWwIegkafDT7Jl+OrmGw36Y1DwM/iLWwTCCE8Ag+QAMtu2wBImDuAkMABOofHVN1c0/udAYEgBcaV4LfnCwgEqaeLN5AhbTZexhpYqhLu/HNXBqtekAsAdrdgACdAi3j1cH9VJEmQf/Mz4+z9bG9cO2+p0kEkSLuIliSicpSo9N1CpO1VmX4nZtgUybvrL+75xNsDZfPKVCeAZeyR8iZXX0ihChr4qui9QwUmthQHvTQC6TYuyKJxVM1QImCQhNWtMuLd+CBjyMiNTwkJ8ehpbmLE397FqWIDbhkv2FRw9jsxDOj1XTLRJ5Kw9vZsAclfDFE7JHtjrrqjfnpm8QGBUVQZP1Nk1DsxQsUS280ZiGil7doBzrKxBXaIYfcoew9CLJ9Qy/g/DOZvxqL4QDniX+ylwLANVMyLJf1owobTCkL5hAoDPxQiCAds6tY15AKxa57bto8///nPnzWCgcQ4Os8CmAA8+Vxi1FkAAvgxiVZmKhpzZYACqwQuFkOQXzhvKzMBqF0kXgN0AYsj3lV725sHl6QYU3tV9qoYzknWbgICxv5GogRYHI6EqSLnJH0WdkZWJ+Ox/f+T/REJTrK9pArkSIWYHwcE0gIWGeg4mrvDvhEYQIqACUz+RM4rKTEPLykIRLZXyfIRwOpz3XqHbJDPJAXP1E52IlEDw0qXFCWAJXipGBK037OFefIuRORXAtFnJX8nLYkLf4fwfO/mL4oRv1fNqJ6ANrAmdXYRqCpB/FNd7oEu/s4zeuSt+JOcjA/gJFMbG+PMZ7tFDKAiNogqQg3YJW5EHpH93s1tYkWMI4ZiWvKVePy8dyAg7giLKR3J1s/vXcz3Nrjt27PBERzKGqInuRkLCk8rWfZhD5iHPKlYxZ0ErwDpEdTwCfbBgXuevAoc8RB/LczEmT7CNnGoL1QDsY6M9tAhidc8vfGSyCVRJNPfIzYtphQad0++eJR3xBjFRm6TH7dvFWa56m4Vha/3lEd+uD2SZmzZXAx//PKXv/zcXrBIrgCrF65jSyofAcnRJAAJlJTK4bsFRIJRrQgODq3CMK/E2CrbOthdaGIeVXLrISvbq8gZuocscGjt82wVLse6g2Iupg7GcczbmM/CZiU+0vNdnNZ5es9CQvSf/e4ta2wgyQG07TnMPesc6ZBEVRMqAFVx9w0KWnPrkqdErZ3Ayf+pNK2E7ulZxgLB4KMqM0AmINsuACXRsamKVfvugicJsXuUfcY4ec89kIfPYNLAqX5/D/bQf+SWbC0exCH7Gs/tEQnqCh8RnxI34Lr3Ave2Lu2gTCABkhfgMq/q7zs1xU/MpZMVre9gN+/Xfkmw5yEgfPc+dwAL7BAHhJAtepsSFUVMaJ+KTDzAHFWOZ3f7G8JCiUEg+LekoQCSePS922QRCIteJTGf4btICMlejHdRqqR5zwqXKNkYeULWyLglzjBFolF98nfPVIlTZ2FTj3pWDBlzcSmv8Cf4bkpKkdDtqIoDbaVWiU/PhknGEznp+g8khDSO4FFV9AGBRTz4e4spX5I6DPEs2CKW2E/u6GE68gp8kOSN35eDUzQAYACKbm/RcdUwGcPDsACgxImxpj7Lz/yt32HDd5vNbXjZpb81v8DBJUYGYjiJAdHoPAkHkVAwMaRDpXsPsWeLLu4icxoYFaqqj1TCrkBZguqhIqQrIINJX7nKu0hKxrUHp5Ae9UWQq4AQLWPE1nyiyZ+N7/F/VqdewDLlosrqSmUAhUhh35KZhK36lLAll/oXVUPyvHsxjZPKSDCpijs/yA4qHEQQ+BoDyQSx1b6Oo2eofCRVfm289NG7jUlvXeNHkhQ/BsLku3tELjCqT6hWxIT3SybWWVBsVFHdV2yhmNiQZCkRkqoEqOoETkB0e2QHhtwrQT1DhY9Qw4DaSQXjd3xSFWW8JGp2ocB1Fb55ZGsi+C/f5Wf+DslDIOBJ+3QJFDKg6uOb93a2LtITo9qsXUiTPnk26dyzungQHlAx9Im97gl6fIRSV7Ik7lXf8EmVrNAQDwoixYL2bi+pGk8EwXuNKwLBV9mgFbYxhYHIh4r2KodIAkLRY7bFXc8X374l7HKd9ojpLryVR8Tq3YXzA0NyDlKr753vcswcbZ5TSFocULIjQwruntyFXd7VnT6DyahagDhw7EIxbVeRYlyehU0aQHIRcOwJbNg38DdvjzVpFwMC+HsX6vaC2MABcIOu3QbF/Jw+NjECYZ9FQrqVaXvJWCDqR6spbfZeqoa/BXYqHsxVldXbZTxLciUpSe4Yo4TUueHt6+pFtSIR8RFytb7xJ8oA3+k8GfKBZUtEyJxECegAgzFjm+2t0NdXiRqQScKSi8SNvbcqtgLZdwDrb+9WEO1F0CSKfuZuGTJPT7YzXkgU4O2+df6MUEnqYv6ep65S60LSe2DKvW7w7vjgw8hADzASK2JB8qem3C1h3o3ciZPtgTEwNNdIaZN4jCOlwFwtYN2efyhOkDeqoupORca/+GYrbATUNJH5WlgiWVAT4Ji/q5RKlfJdUQILvUssI8xWLveAEsSKDdmPb8A4MQODYGTJLmwVGxQcSilcl0v8Hp6UxEm48o/PylVUGX1FSig8PddCYcq/FFfaJXb4GZWUXTstaHzu4Uzwgq/ANXGn2Ol6nzulgUSK9Y+//vWvn9tjn5iNOU/Atj0wIT0DIoPNMIzPGBbSdD+qipFDc04DxDkYVjCrmHrRg+cypkRtYYhA5YCYI3m2CRs4k1CBIKDAPq90iCyoJrYHRBgYkqEaUD0JIpINFt4kSx4GpKoTtr4LQciiElcXikm8+k9qU61wDuxYYvLzMnvjJYj0hUMDI4lZIvTuVtjIo/HUrptU9fHumW5VhSSpLJAStiVZIpFWDgPBzjsbB+qL9iBFqkzjLOjZHluvXXwW2QAYYotviAMxBji2Z1tAhiirliVypICaIE679Ym/AHyxzu/0TftI4lSh7fmvcZPorpTp/XyYPyFV2yOzviMBYvfuu0ZK4BhS0Pexg4qH34hlQCqZ3YVt2/NX43EXdZpKEWOeZYEumbRf+o0gS8z8XbWF8Bhfdt4exkqmxonvSkAw0vipUmsvfgJrxZAkgnzwGYto4UfPXr9KjTO5xQG8vYqJCrxHk+qLKlhxAPuoBOaSjZVndFeEWLHTw98ihjAaIURKkGHt214xIpb137MRIGTP/+W0Hj6EcN7b4BRzP1gNfhf4cMCeHsNRMBjM1LwtBmEwaPpk3M5HYO6eJagBv/8LMkyQo9XxBak5WQHA0bUTwAkmwdbDTji893mWBWTeKxkbWHMdXfFnAJGLez4yJyblCGrJtRU2JxDEWLb5JoxeAAoq0o/FL9tjwNi3wFTBepcqz1YHc2Y9TEfwAHZjwfY+613m8SU5LHj7OnlvT30R1JII5ipBAO8ewkLqQiDusY+IqYQAMLyzVxcCKrZG0rwPqbzz+YCjc+vshAibP73zlvxLFaHq6uUf2qpqMw2AbEgAV5K+d3Bvj8hQtMSB8WMnYM5XVQ/bIyoSpNhAjpC1O2et8u+WJ3F0z7tnB1UyH9XeO0WzPaXGON2T67wXsQeSqqsqJKohU2QqQVUoHzWe5ifhHGK4PcIgNq+cLcYRH8+S0JG87Y0DwJdQYK6pIIUF/+ND3fJkERc/+n+nTZrqgf+IjWdurxAz1rAXLsFkmKTvdvCUlCDoCD3lDbFCxGA0smCarkdjq4ZhH9sbJ/7OD01HiMdOyd6Lj/geDERo7mVTxrGFBpVRX+UIOzA+fvzxx8/tgTUGwfErM2K5WK2FAwx1792VoDhNF+lgMoBCcJunUPmQpCUCAdPDTu7FIIIHi8JWgB1nAcA96YwshrEKMI4uIWKKABcB6YpSFY6+GCjsXJAYYM6siqoiwcFIlwiEPlvBz0mxTQDb+8MBtfkjVbt3kCMlLeMGILxje+DP0RBAQCbwyKI32HuLmFXG1BeESnVwF8FIkICPj2wvQUtiFhAJOP4mECU97StR9bf8WOJhc30APuLBM3vCn+QguRkDpFYSQcwQVImzFytQjMQuogyE2IlfAWnA0S1iWD7wE8OUJmsk+ISYaqUhnszlAUi2vIsItd+i0G67ETPmNPkVe4hHtlZlWV/TxbKSATVIe4AuQqUqleBVNa3MkEVTPhabGgM+TH5FTlSDPZdfYmQPxF7lStXjd7Z9GqMuopI0+BF18+7xRnQQZjjSKSCE1PuRAZWqahwGwls7C+Be2wr7kFzFH382RlQ2U1k9gpoCIqbFm10jsBEx1V7+3gXB4gv2SZD6oL2me42RwqjrZeQTuCgRy1WIBUIjf8KiHoDDLuygCIVfP6hodfLO//YcbI5D2r3VHMAXbBgt4OqWFMmcwQSeoDInJMlaMCYhNmHbTqbjQJAhtRdDNQ/NeXtC1j13GYBi3RaOSV7AXMCSj7fnhKYXAKcg4thkPsnte3Mb2nO392CuBp999FlAduET8Mf8JCkgBxgkecCAWHTVs+qXv5BOEQVkioIDWP28cpA2Cw5AKej54l2NysmRwO2BoQVX/PuuipWwJST9kCC251f6DVglB9Ud8sn/KCSdK6YwUDH4G5ubE61/bw9QuwAKuUZM7xYaAOX37Mffe4GOdtxFNmJZlQW8JTsguT1wEcPUDCRF0oIjYkZV2hOyVN33MBbJnf8DSUlGRV5SSWFQUPgsoiWJWIPD3yXwjgXVRJ/EF0BVYLDtlW1bYYtVhFPyQnQkJARCspegqsCJFbGM9ErMSC8SR02AnZ3DvgeQUKvgPGw2zvcchx7ug0ggk7DOWgwFBywm+98jX9t/SdyzKFrikDJhvI1Nkz8/uTt5KKVW+ysS4Bplqds+4Y7qXKEhphQzlAd9lDu67gnJ8B22Udw+/vjHP35uT4rAxAxOD4UXpAYb+zWAPiMRCDID2ItESJCqW44maMwdA16JUAB0sQsDAFKsVzVA2hEs3nFXDG8PwM2lAIJ7LRzABfT6Bqy3pxYYbH2RPLBhVQxg197KVO3v9qojyV/iNp+pSgYKPcPYe0hcyACgF+wcyjsQkJ4VbF5JUjMGQEh17v+AnyP25h8Ob6wxVX/DtpKKL/7W05NISJIAu+iTqY57pjBSVdVFoHmGGAGk2LaqXlK2p7q7EEzP8A1JC7P3ZWqK3cQQENhelYDAsK2kDuDuNa7IUxdu+iw73O2DkpvfqxYqYwNlIIzcIknGUyLyDsDby0hUiGIFQCJSnoGQiT9A1+rTgidJyRggfDDOuEnQioTK6xdktQeeaTeMlOz4bhdRmeM01mJFsuAbKjQ+aXx7eAfibF0C8i+2+e69qAIG1d+tYiYlI8xIFKyGW57F5r1rQKFDTYE5d6qM9Gx6QNJT6fazlDVxyL/9HCFE9lTrXffkM4gU5QZu8nN98UyxU0XCmhp2MhXKj2ANbNEeONe8CK/EhJhl44/f/va3n9sLTKz4Hj6+PbbjbwE/doJtciRBpZNd4coQno+5kyAkNwyf7CJx9pAMfytYDIb5S0yRTKW6lwh6/rcKhzMYSMBEjiG/YtTfuzQCYelK6O05NmdGDgCK5Ne5T0xPpawd5G2Ay8EBO9bbFfq2JAAywH7JiiqFQ5rL6/wNNYB8aPyQOIDBaSVl7LeHLCAo5HSJ0viRlklxSAuQavVCnaCEqNpVMXwE6fRuPtJDRYCy6ooSIdglL+OKMHpWA9LiN/4uQAWv+UqVpArJnJo2bE+hAeDI5b0/nDIgToG5ZLI9sLsX1OibZwBNvt29wIDIOHj+vTuaTxhPiaHz4WIU6QGY+sBXjau+am8Xkho/laNYMk7+L3mIMUmjC5/4sYQjiX25Tel/2Ci2kWDEolNAChxAL1F6pmk2sQxXVe/dlgePkGlqh88iT7DunpnfxMjm4g5pgkv6jtjzXUmsxQGyRu3RTu+/Me+dfLtXT5pqkU8s8NM3WHQvaDHuVRmR1XvELjtQoUwN8VXkm1KxvQqfH8kd/No4eQaS5HvPCaFYaas+iLOPz/+NKAbWfYL3S5YnG3IsiVGC9nPJ616Ltr25LyRAcvAMwMCZJVfJpuds36vrfNb774EEggtAlHmRcDiKZ5u3uVINJ8Wgm5xVDMCuB7RsD6zZ8543DIC3R3CwNuOlkpRU9V1gsEkX1qngBavPeKbEQ2ZDhO62r+2NA6cEGIgEe95bzwBb5SDB4WfGBQD4+T07HtB1ISLAB5jGjW0BmXcYZ8lOJbV9u2jLWHs2X+Zfqph7oUftpS+AnZ/fleUqaxV47YWxAxnVAT+7NvAMoHPvO27f7g1IEiKbs0lBUP+BLWUGebrnR0uE+tg1LsBMfN2xvnfZX/WgSRYpBPA+i0hol2RKModXncOGdfrETxBon/F+RJlNessThU/ssLVnsbnY57tsUjzlF/yGvWC2z/AN/fD7qgj82TOQH/6inT1m9f99iXNkA37zWZhH4fVsWNMDsq4Kyx7G895pba2C2O5WLOMAT42PWOm8cvtuvFth+x2MRS7Fhr5ovziR63q5jP7KI1Qgfv8lYWNkAOXefb29ysbiFVISGePuhcRQNbirxBlGMsDOMQl/e5f5q3wqDd75N8ZnQE7a03z692WE9wJ6BrurBVV3+maemny1PekN0Js712dgbWEKsBY8ZJHt20MVPJucT15kJ+03nt870pITCExOiigAJcAC0JrM+A2JF6PGYIGPJIFZWzvRM4ypGSozdkAkeljB9oDWGPRubT7ITpiqvmiHio2tVT2qjO2NCwmcTZFMEjDyxO/4UoFVkAIoifru1b8nD94tKtuT4CUptsfkjZ+K6O4dLrmk7rC5z/qMduiTbVS9VEbSAEwAFIYgeioz7Ta+rYopaRK3v70KEnXBdI1Y6wI2ycnP2JwyR8kyTuzi71Rh24tZQE+dEnf3M/zI1EuTBt9XDCAf2kFFpBqIiy548oX0INuSFZy9B3IgElQP8bK98YLn7ME3FDMWpRlPuNI+wpIejdwvqoaCgw97Vi/0MdZIBrshj/c8AuuP9N2e5u0VLWIXXlmXQom4xzUbsxYHCJd+wxw5jf18RrsRyK5Vgq0ULuPJDh8/+9nPPrdv72bleF1EBeRuoCn9JZV7daFnVcIBtipAgWguloR0z7PGbHo0nMVkmPDdZ6qqQzhsFbhVcttjIQFZys+xI4NCHgVstRdmb67KFijsjpRD+r1bkVq9cDbzMsAPu9RHYyKoTVN0OxBHwW6Ni5/fgybYXiBXhZEIgQ3H52iSAweUGAFdV6+TkAXxJXEYNRbK3yTdJiB/I3kCKAlGOwCKAEWeKhcjKiQ5sWKBigQuUVkUZF6wRFFiNF58QHvYlo/wN1KsKY7tASol516paoGMRTjI3U2o25uiAIbGESmnmkluxrdkF6n1XFIkgKLoAGd2AnQ9VMQ8IIJAMbpnKXgXPJGUu8fcmN/V6sgbcmDKR6LUvp6HIA7FrPhDpEmlxgnB8vewYHvxx27iTkKEcUikeBQHPbnrjodiSYEjWdxTDlW+Eneff6cErAni94oXfy8OmkvudkrtY1skAG7qkyTWZAbfkTWFI6wTy2LIZ+FC9/kjBmLjHg+rmLMYTgHJ3+pfijq25N/82rPEtK2snlXZn+9pj+/s9OXgFIbSKcmmDBprNN8FKFRXKqB7UhDW20s2LOhgXIaT3G1L0jkdMfCd75LEBB5H0kmM1QKxu18W0+6z7spS82AMiHn5rAHs6lTSO+fg6ILcCmmJUMUrQXbbjf7ewy84heoSY5SwrOCss3IoDJmNERp9UR0DA+/uAintAFRA2ThaySzY+YoxkZy3F4iSGTIgmZKOrJ3QdxVk91kCX2OO4PDZuzsCe7edr8AKSCUrPiKpWcEpuLVDguzhQ/qg395ntS6gRxzMN5vDlji3l3js/+QDd4+0BZKegSR1pat45DfGXkwhWHABKLdv2sGP2Ji/mJ+0Il6MqT6rHvA17TF+SBOQBnoqXHOh3dZFmr9nwUsw1gXwVfGoEKgsa2oFCTPGpnPgqO/IpGTTQ4e0w/oP6hz7sRufEMMwsMUBbDatALf4MUWEisFO/L67IvgJH2Vjz1TwUNc8U+IqkYA1iCfFwf/hBtwSW7CpiweNKVy4fo44IOdIknFVBG5v7YopoKsIUov4AJWDb1Qypx5SEVTh/F2f9UV+8v/6vdwgrow13PoBYAg2jF9FZJC2l4zIQmQUga+aMjeroSrzLjBSkQFdBsOKJESMjNOofFutawfHEbwGX2BKFpKuKrnyut+RJrB+Dq7qw1RJKz7XygyLNMhYrvYIMnYjh6rCmhixR06n4jAW5owFjQBkv64C1a67qpHjS2L3iE19LRu3iEvVRikBHCo2VZ+EJdh60IyEB1yoA/fsYOOo3RSSTt+o6gQcqQuJEvR8BRiQ9/jO9nwTAPBZ7cG+yaQSpKkiCarvsdUEKHoGCRhJEQ/ajdRtjwAaWwt7AMJVtowj1aiH1gAb3yWDezFGt85tjxBtTzZXhfr/vdHKhR6eqTru/l3+a9Eg4PIs4AxYVZ8wp+chiDtKiXEyxaGq4stIkcq2K+HFkwRN5TAGFEGkE9kD4pLc9gobPse2ANwUkURuIRSy0rlPfq5au6emITrsqc9irhjo+fBHbFPptMv48lVEsKfxwRBJDfEy5cPGYoRPK9C6uBhhgVOwGSkR/9bRGCP9gTntt7zCjxRJ2g1H5D7VMszenjLoNDQFGnImMWsvfIUxrdZhy70lz99+/O1vf/usEYClwK3BdIb8wwkNLIOqXIGTQelAahAHEiwMJIgl4XvKjapqe9UB5idpkrIMhqqd8wA0q0W3F9SCAfsWaJ4tIIG2OZceNCOhYGcAVWXNnmwvGUvonVdiD59lY1WM9ugjO9l/+b0z4TmfhMimPmN/quCnTLSSxZQFryTADqoDAHFXeHZe6VbD2K9kdm8LU4WSRyvF3blMzwaGfi4xCEig2eQvaWkPUiuJSJBAQGK6F7Zsj4giP5IUX9U+wIsMC+rebmbe9krhErTqxnghLUC8VQKixy7IJAkaKFMC+HarA8DO9jBExUYyRD5MV7B9FTjgL3nedR7siExJamzQBWx8H9nhT+b6xTiMUZF7Rk+9Q7AkLwnbGFMKAay4VXU2DtlBX8Qle/EfsWQs2Kvz9IixdTL3mk84ivB4p5hG4reX3I2tos0UHeIgIamSFQ89d8D7+RxyzUfuIi5jou+dJqHGqqDhuqlXWEPls/qaklN8oFzpo76J3XuTm8ROUexUkPfLGcaaT2qPPiFx/MqU8vamoKos9Ovjpz/96ef2JrW95N7Osz0mg8VKLNgIMCYrACFgUKDH9lWqBsoBIBxQApIQtaeLggQ6A1ioRloGrIzfOevt6wUEZEUyFcajHdpFIQDSGHYPksC8VCu2uwC9e9Qfec2cS8+zvlvlVIYqMFUnwkHKFPz94sjIB6dFwACYSpEcg2D0SEvslcMjTf5PcrvqByLYig0R5PCAE4m0JQqAkBkl8gIYf1J5aafqjh95B9KHAHUlPDKpIuI/7EONQgqMJ2BrQCKkKjH2AiCIDMlOkJtC6LWfVBfkDMGSmO6FE34vHrtr4V6dKOkDR31CJO7FD+0TEiZh286pivIu0q+xKqCqfoH0XeWP5GqncWbzJlmHZPB3YKx6ESNwDACzddfLaKv5bwlY0YJ0K0+IkVIAACAASURBVAK0U6L0ju2pALBQAQGL7/kW+n6J/fZ8DAYjJarMu2PFlzHowjqfRYQlZjK18RRDSAqS0MuBxAiyi1DwQbYXY2ytoPPO7U258gV+Bs8oWuJQu8V+LyVBemDs9d17XLNnK0h62BYSB+vuUdTwCbYYZ/mwRbHiDkGlOEjyH3/6058+twdcXiLIC4JkRJUyRoNZSUgqbQa2iKrXrnE6TEIAcF57DTXU33PeHkMJzMyzGTCDzUDeAfBVq70lyGpLSQwwYY3kfSTBdzbpnCzJjzMKbuCC2Nyj7L53ZrfxwLIFu4DzHXPlkD6H8Gwv8ElHPgMcJW4VPptLaj3cX7Bi2Spu1Rv7ISPeQV6WCLZXbSJabEvdAPj2egNg4Nx7eCVVCUdlKmFeksKXPbvXDZKv9Z9NJS/rGChKwJFiIfj7XJU90qFyRFYQHqAtHnqADkYP9Iw5oBUX5vAkcoAntrYXI+xwd2WwF+VB7LRKlwxgCXLLz1UvCClQcsRrCao1CN5jnIyrsWcD79LePss48C+FBwwR/wgNW0sa3ft+T8xTmapY2Zbke+9I73y44gBJQsAQQzGu7/ycmtVpQaqhZ+mbik28mXYznghzD3QxdamqlAMQLe2B8/qkuGn1qVp3ngAizPfundEINQzoYlnj6BmmNuyA4bsSpqlFMV/ZXwEBN00JiyHFARv7uXZ3fZFxg4UwRLvYkX/JEZTCTn0aY9OBbEnV+/jd7373ub2KVVVoTqRn33oh8MU+vBhwMT6WiQm2wpa8JBJVG8BSKQIBAaCS7UplTBiYaIcK33fs7l5v1jNmsSTv939JDvsmx3BWlUYPkiDnGbBb0Urokp3vZLQuhrtb0igA3ishAQxM1TsreXmvYLbAQbIV3IBB0Bmzsl6/k5i107P1FbBj58hAZf97brQErEpha4DG8Un2qtHt2+1/kheb8rMr6QPezoFKzPckP2RAPPgs+djvJcztJWJytcSInNy5UZWJpFL/4reqqnvUpWkSIM1uqoTOw/Gnu31L1aSCYy+x3fk3z9cXCRoo+j3Qs35Gwu7JfogM8OMbEpN3qHiRAGsiuoWU9K4PlxiqLhUPkuxV1banqMEjwKrikshhIDuq7np4lIQjdvkG0NZHhRJpFyFrH+GTdTnUE4WOMYB5SLc1J91Sx1/EFVVAQpQjKJb3HT1umC/CJdjBZymScATem/LrAUaIHz/SB2TIOIl1CqZ3dQ2Vz4hDCsg9ildfKJzGQuHW34nZu7WOT8BZNjG+YqyflahNk/j6+Oc///m5vQR477z+3pcBFTyMqxLxdW9w6hJ9BmEoDgNEAAGGI3gEaE8nI334jIED9BxbJSIg/F1vicJQJRL/lxw4JTvpG6PXWe/iN5Uixmr+Rh8pEQhGj+0ELqpusp4+sosqij1VB12gAtglRvZB0oyJ9nEw9uoKaqvQ721T/InMaVqALfhCSYnqSVupFuZxgR0wxPCNa+VZDFgCQiAAm4AzFkATcTRtsb1kwAckbv6m4lYNAMt7O8/27alk5Fo2R9YQLL6hsusUlcSCEGo7HyGzqzTYB4kqgGkzYLW+gc35hor/e6daSWK+I+NUKxWr6hdYanfvLYAdqil2Q2iu+iOpGItW/rZkig0+wLYIvPU0ZEg+0dXF3itWgbJ1IEg6NQ9WWmfQQsOYItc+S+3goypbscVHCuZ8jL3YQTJR1Hi26k8sdc4fQWUnBRkskfSNo+KGvboPm8TL9/i5JIb88gHvYpNW2KpgSV0ivvvrJfZb8fcKUaRNEQonkFz4CV/9n8rXO9LFuXExrn6uALoHq8DMztNrK2IoDqlRP/hjRmcwDtdtJBatCAYVF0DlnFc2w1q6+OaeWAR8BCbWq8IQ7MCzl7drB4kJSwEqJHuG9G7t6kpl29hUa1g5g2HBku+9RL3Ss2eR6MkqQJCD+TmpHMD0zG5A7X0+Q74DOkBQYrz38m5vXKx8N8fj5/rGWf2d5AKQ+3xBo5LwcwF5571UTq04BIX2CG4+ihAKXMSDFN259XufM2JhjopvSMz8XKXZdQ78RMBRQowFYJNwBKKE2b3TAAHhBBxA0FwZNYivSsrfmwri1/rItmx970aWdKu6SDzI7D2wRB/4iFjr9ik/kwzEBLtor2eqwH3n99urJvk3n1CVq075BnsZt97/zsZIHP+VpO4ZAebP+W7PQ0DugS7pHomFExQCFSRCVMLF3z1LQuH3FtSRZyVjybcnx6mG+Y8iRhK9B7ogxcbT4rPt4SWMgS3sIe6oC5QwyaWXpRgvhAVBQD4QH//XZ9jZPfBUzXtIjWkikjQll+3lpY4jXOBziB8fFuvsKD7ELZVye8UaNUX+01f2QNYQIvhAndxe8auSNwZ85MsqcQnqSr9dvMFhJMt7qYZAvCfNSDxdKMbI2L8GCnZVkwAh7fpcV4mTgbAfYMNJOCkQB44GTYBuj/npEzn/Xg9noYMEIBC7dUDfBOa9L5XcA9A4LwABWttLlmQVC3rYlMxIpgL0V1XYXrWJqd47WCUcgQEUjWv35pOWVB73ZCMghHipkCxubPLXRuPC0ak9vpvHR4T4RrebSVIqQ+spLKb0LImaP/HhVi/IJH8iT9/7uNkTQLBFFy3pL1nRl2rAlILErgrkZyWEZFgEQrvEMIClWlFptKtSr4VOCJfPsFsJ8vZk7N5XLEkCIvOixgCmSMIUOr7RKQ0AxZ+BsDUP5j6RALGFQHzvJETvhylUO757pU3+18uBqD4KDT4LpE1TSGaqdRjVe+k9V7vgljUA/FvcIVoSRJMZgoB0SOrsxZ+QFwRHgkD2+gzJS7VnrO+NX/psmolvbM9H4QGCYEqFDRSI8E0R2OOZxTnSiiCIVclU0oe7xqYLNknw/BuZEzvGQkKXQyzuVRhtD1PumSFyBmLBv9jHmFWRQPioYFcN+oFchZmasyb3tdLghB7KsYAjFnI3xXtZZVkOA2TvqUKAFOgwkODqJRuqNCzTlwEDmN7PWXyu1/phl+bK9Q1RAGwkuHvKT4MbYcEMzancw0UMDmABVl2QJYgsmLt7SysdbS8BcY6uesb8ACTANOZW2QMXUhjJ0Lav7QEBQL2rjIG39Q4Cg216nKjkjshg7kASgCFFxg+gdb7rXs1p5SrCZZyRJEDGbl3QI7kKcvOpKhx9xNL9XAXXo1xV5UiQ7/5GQkeqVCiSa+f8+SbChaT5OXZOytceCbNnifsdNcWWo3vhCpCWqEq4SLjUALENWCkVcIOahqQYk+2NC58A3KRV1RKwNOVinUP7ZvoF1lHNgDACCnDZx88lk/7beHiW6gn2Idv6rs9N2IBd7CBLyCy7XDLAJ3oBBTVMUcKWxok9VMeKFLtJen4ENUOy5RtihB1NScEgRKjrLBQa8B6ZhT3aAd+NJwzid9tbkIZA8wUFGL+nMCmqEI5evCKHUdQQYdMf+uAzbM+Hq5pRMfyMIoFk3zPO2Ro2dWpK5S7u+JHi+MtZ4tjwPWDdfEANpiGSF+nLQwUXYAcorYqxMWyJDCvoAdaVPSX2snGdAph+x9EkVYCuEgE2PaJR8pSIyLCIA/DWNwCs0jVtsL0BIk+byyDvCy7BfI/tq+09y/MFLTsCa+3GJu9lF9uTbjg2EmA8VYzmuAEJEO2+daCCoQsSQMVu/s6zgGFXUEuE5HXtsJJVYJIIfQc6DSJAIJjuvdySKtubFvHuXvWI8PmdCsyYCDhjQ/687W6fKDnsgVAhGggjX0X6utPC+FAkqCyqAHEAyEwZANoCPoC0pkAsiS1jcxc59nx3gM4X+LFniHVjo12wp3I/FUqFqnBAbJBLMeM7AtS7voE+H4BtvVu875L87e7owluJ754FYLys2TAmPUFs+3rbJ2KuT3CUvC5xGkc+wodbfeqLtsMHyqVEKDFqL1LVdSlsz08UR0iA2KGQIC3s1YTNT/RNmxV/iCH8ZD8Yyb7bI0XahYjyH8SGUqg6VkSQzLfn7wqtS3ZV7XIWtZTS1O1xxpGKggQYV9gihuUBeNupPLgJc+SoLyf//etf//psAzmiRNR5JY0WcLR4AcEggoe8IalUqzdnogomF2AwPoOFAEeD04FkfG0mMTAUIGV8neeYnHl7AKkSBFyCHOs0YMBb5dZkZn6UFCmxqFTvzTrAAKszsNtLwAgEVYAzIlN3dSPG2OqTHYy1wGMP8zekJSwdGaiSgZlilX7HjkCcBI2YURl6uD9gRC48y5iTwslV+sx3e6gIuRph0Se+y04ImmqUPNk9ripoiYePSnjeBTQpAveEve3bBUb+T2m4sh71w7u6pU61h0gBYXFnOkSy5Y98polIjKgAjZvEIzGLcSpH7USF4ptUIOMiyQLlu7iqp6bduTztQ+QRF2Apoft5D77xGZWrKkaVLMkjgH5Pyq+iBIfEve1K8Ezf4ZkpPmpRFz4pZDxfMtAnMSt5SVTUqt5nrrKXrGCgpO9ZbCF2jHMXf4oR40P1RMSMHxylYCCmJZXinKrHN303LeGZti+ZjutCRDK5hCj5IzKSvy/TJHJYFUsYiMDcm9vkH7jAvvcSqO35xD0+WHwpCqgg/t4UbtcPUFL1SYwrID5+/etff26PWUge2ICB3V5iBC6CFcNSDUs8kh6222SmepTEBZN5QiApuXFaFVlZHBnsHqrAWSRXgYDlYnXdBC8oMFTSqGcBUABiERx7NWmwh8BU0aokMDJB7V2CqIzQF9WAY3NSSYH6YRxVvFh5/4Y0428EB/JhDsZ8PhDsLWKYsvdLtpICMoTcSf4SaKtiYKL/tkOxMR9BMPQJ4HcOG2nEwiULfiPpm8LQJ0DbE6kkYMTAQhQ2JvMJPP4HuLrgj2zI78UdEuCZd9pCkHcqiH+oeo2fMQCwyAl5EhB3KkiFgXywi6qTDZA8ib1niVNREHigY87Vs7THM26ltj15GuYYD+2i0CD8kp7x7l0D4hxw8/srw/LluwisCyPFsDFVmZqSklSAN5sg5/Bte+MhsSDl8Ao5EyMKEpVszx24B7aIGVMHMAaRl0TEVI9f5Wv3XAYrvhEZig4iD/c7hVAFbXvYS9VThSqMkBbkuP6OEFpfgWDx/3vvO7VBLHXrGpWRzyG9YhlewRHkAGab/t2eb8JV7YQ18gtCCq+Qqa4PYWMFIlzQno+f//znn9u3qx91oBP1Bg5QYhAYlpd0Xmt71VZXNV4Wee/MFdQSIOe5zrE9owIsIAcIGAYL9y5z2g3Ie+qQxMJxDDopU0DcfXzbAzf9FySSgzksfRaQVv12uxlHQU4wfOAMjMwvYajGr4qE9+mbBIlNIhpXUvL9e1fLaR9Cg6VLosbbM4xjk6zKxthj9qZa7j293iG4e9ewPrI1RmzsPRMxlLD4Y0GHFA6MJQ3KCRJy7+f1+xIcoGKsvc8Cpzvfamww/t5bLA7vMbnYuGdLzIh2CYQvbeffiIT3ehff1P4uMOLfxhhRFRPUC/8HqHCjF+fwI8AqyQJ4n1FJIpN+3oWkxtoz2Ildrm39HXv1elRga/6bHSQiGKQvcIqPFANVddQp74FLCB88s25GQm31aY6YHVSE/ImKQFHSNwpXpzaoPmyIeDXhbd+qVgq4Jn9jrm98RIxo173Yh527PU+MwnPYhrggReJBP8QrtWZ7hY9q2FSU9rIbXKMAwCT+ub08g8izk59Tpj0TfmlDD/mxTobfUM2M+Zc5bKwNIzQYZeEefC/oNqBdwbo90MM2e0qTINF4Fc9d/cmpgbEAbQIC2PcMbGAiUZtLZlDz0XUKA0Z2UmWSzzgl1sSwWF6lOLbkWP4Wc+fYEqN5TaDeU9OQEuOkwhDEkj8lQNL93pm0+saBODJ5j6NzQH3m3D00gHTJoQQV+R/QI3uCR0LqgiyJDUMGKt5H9QDi9xzpTm3ck68Ewj0BzRSDMfFMAbw9MLnSM/shEuKDHfWxCxHZyRhoh4Ux5Ot7KAslpVv9VOmSqM/cc7YBh2RhTDpNggjyVRUaQmixm/9TorpVhn9Q5eAC31X1inHVBPLZmNYnsQDgyYhsr2hge8pTz2lQQGg7f1JdSaZsLWZgoKq6NkM2LulGdBB6hBau9NY82MrXqFSeQQGAT+Y64Ub3wBsfiZcvqATvXmU2kHgkue0lRHjkb+CX2FaIiO27kGt7cdhDs7Y3nnzC2CBAMKg7UuCBGFKZIrXi1LORE21AoLc35nDSeFIgkE5xAdfga6cQ5B+44G/kLjlBDoP3xr/VOhVP7qB++v/Hb37zm8/tzZsq/RkHGPbFAJOhGBWru3OzVp6WjZPNAJFK2mCTzAWVyXhVay/ZsGqQQ5FhAIYqDrvzDtJOt9gwJgc2cCQ6DmUuVgCTJyuv3wVYkgaHM0crYDF88q09ntsDE3PBErWgFYj+DvD63qv4kB52M06SBecAjmQ8LLMLVPxO0gewSBPFwrPIWBJ198sidADJ9jaODhzZ3PgJsiYzAGCuVdsBq+Ry71cnb3WRnvFATlQ+JME770yeJAF3gYpxMB9/pw5UZuwndshr7SPSK/4QBH5P3iO9ir+7ynZ7wAX4yen+RvK61VZJEoWEv7OhGOdffJbMx//Ya3sYow8WPAF4kqoYQi7JkqZxtjceEorPAuN77CpiBnt6yiBwBc5wwQle/InMrVonyzam9UW7AD18Yk8J8yaZnjJnOsa4wXOfRSJ98UMJvrsiVH76Iob4P5ubPoI9MLyLi0n0iilxdrewshN/k+x6x732IB/yj4SMiPI3idQzetwwwgIH5Az/lzPgKSVO33s0qXyH/PN7xBXhQoS0U7763pn+igB+D1s+fvzxx8/tDbhEBTAKqDrDuJiyAVPBSradZ96+ZtAAlPwpiXFC4MPx/F6w9dkSCEaoXYAfc8Vo9NHvu98ZIRBMAAxDliQAKxaMDPRZKlODgJVJoua9JC/Oy55ssD1Wq80qEO/1bMnBViwg2C11lBDAQM4jbVlYgVUCNkFepQTJUOl4lgVYwBiI+6z5wu/dBicBA8dLaIAfKcxcX1f7+/J+CUcgUImuNC7YG9wA/a7Y5psACgh5Bx9pDLG9cQQ+FCaVGeLHN5DK3mil4jLPKwGqKIGeeWbAxo69pEEf795RScPPvZ9U2LliY6/yMR6UgLtHWOLmX5JcfyaW7+1J7McHqHna1RXUd0Ww9sEggI5E+axxpIZsL47MiwPhOy2IGKosyaKNaT4pUSOmYtqXCh8GsHllf/HGNxE9SdazES0J2s9bYRsHap5CDD4h3xZCihXjWYJj6uAeAWocFUjwikSPaPR0TM+S8ChJdhAZNzK7WPb35vG3RyD0UWzzDf7F38UUklDlkg8ax3vHuJzB76lSSF8LRv4lz/Eniftj21eXf0i2mG0XUZEaODaDYf2C3md9kSIw/e0xFwMF3ASchgK4exe3BNC/Nb/wRT74X9CrROyls91EkmnVYiWtYADG9whCSVifOV4B7B7YAAQlHH1BPhAiyaQAhv0bJ/LwvZ3IM4ET0OzpQwCcA6tYOZgq8x6yr4puAmKne3wiGVZ7PRNBUyX0WZIVWwoK7aMu+CwSZ3x7iD4V4R6GIUgkgHv4iQDuvBJb8hcVtWerXvQVCREHBWC+h3AJcguLVBiSHHKMlADg7cWhpKpqQN6MATshB0hM7XXPlxdTwND43aq4x+fy23v+v7iz6AY4IhDGogv9kGw4gbRJNBKMeL0KSeViSR+B0Q5TTvpgfCUTQN/dLaZOFBb6bMwlTEkNieNDPf8bgFOdFBxiye/vXfKeQTrfHimheOkTnOB3sFHsSy69JhURvdth79kUfERsIU1dXwT75QqEARFV4Ys3PqOdPfCJbRFV2Ib4aLfFqv5O8v/edAS7iPt7H4DkauG09nSrJr/izxQv/oOkeSffRJa6foBfi7ubW38A3kAH4EucPWP2Hgfo4QAUQDGC5KZBQGp7jOsea2qgMCsBgtECyR6JKJnqnGDRSTIGgJLsGb3XrnEYjizYbS3CfLBzfSd3O9Fne+ABBCURsjqGav4SwWBfDtq+IVCAS3sxaos2MEMB28pfEEmMVl0CfOMk8MwLIiCqiu056ZXiJXuVBmaNoQLgHpbhuSr5u5UJiKsM/b3pla4oBcbsdY9VRRQBLTKA4XeBDQatD/wGMEi6ppEkDz7S+S5SrdgRI13Fvz3ZHUCYgimwIn6UEs+UeCQCq7T5namakiXrTFTSVCvvINvdm666wpX/AkYYokJESgAYIsNHOm0DOO++Z88US07fMl53emd7/svvgfC9HUsVrLLm0/UFJMnf2MXC9yR3saWS46u9FQvRRKQsIhPbKjPqDzt5VpOGuBNfCMI9zOoeOsReEtb2ddGxPYJwMfoeW4sE9DAkhJ5Uj8DAOKoan9T3u699eyqwnKHipzyY8tFO+AGHO+Uidu8xq/wOGeArVD8yt7jYHsbKUXyWHcjrYhpmwoJOo/Jvhc3dEfDx+9///nN7rJi84f+9tUhyx9gFPAfyMlKvZ3COXmzO+BwIuKikOTynNNCSbecQAADwuHdU+yw5ljSPNVlhuT1QM/d6q0yJudXv9thv54KoFUDO6l32srhKorzVvIp8ewmH7GgOmz0Ejbl0VQyn7olBmKh5N+0DEFg6RxPAJCY22r6VNz0b2WBHpMV432s4ax/BbIpF5QGwMHnJ1TPaR1UUkmbMzSGqSPgXFi6J9NhHUhybIosSTC8K2V4y8Uz+uD3wV9HaHighAQp99k7gXjBEOoAIcm3Oll2QXAndKUqt0IzXvfJV9QKUkAN+VzsBIioBwNSubuvcHhn27E5paCNfgzV3tboYN98slthre6DLLmx458MBO8KvWIB3tQdgF3f8C05ot3G0mKgXwUhmxtEcKAyhZrCxokosdZrLl2RViXt72Kga5pPmbru+CDkzLYrwWPugb2wPrxQ5xUYxK1kai7v3HvYp7sxXl8RplxhCsBRJbK3CRVwRCfbsFxyQQ+CZQkIMyU/3Tvnt2Zb6haAj+OwlD8FZBK05Vv8pf3KFKv7jF7/4xef2Bt/iDS8vk7jOqjIlvQFhLzMXio13g/idP1ZBqKIEnApDu4Bhg18iZlwT9GQrzmt7BOLhYBKJYXsDZzGNPmqv+SzGB8raUGeV3O9dzNikwTH42qXdlVJVgpQHVQtSdK+SI6UC/LbLmEoSkryAUJ1yLPb07G714zfIBVvfrWzkM9Uy1aOHwxgfQe49EovPAlwSE2mpB4FIxJKp8ZLAJRcAimyqjoH49pKqaQns3N9aAKnPqih2LsFBvCQcQYuIISMkOfYBlk1EAIucSIVRXVmABeBNaXhGt6aIad8lID5yfYK/dcqMn7CxytA4qjCQcX0XD02M3kuJQy4VA/wf2UYKYEAXZIkvuEQpEtMw5V6og2z21DtALrb5vUoISFv7ouKlYHQKgbJlRbdkb3z83Gf8H9Fv8uejqmGFBsyGsxYRk6SNUc+7lxyMuWf5DP+SfBEulS6/3B62eCafNG6eIUaQcD5Rf6fKqbr9TnJHPqgd1kwYT0l3e+Mnvu7qejkNoYA9/L95EcZRShQ64s375VQ5zVRRVQS2VPFTivjZx1/+8pfP7YGxBEX66UlUGDBGBUgxGIwZewNgnBhz3Z50BGTIA8DQ73WWzMZZmzTIBwZK8AhIMiLnwGgEcrcOSMiOlfR+idxASfJYL+P3EH0HQ0geZFcDBIQkgrv1qUfWCRpABhzJw6oFyewe+VoAk+B8BugCa+sG+IDEqKrqdjNz1mRh0pFqHHM3T4kNG/fOd5FULdRB3rBszyRtYrsqlfbxbtuiyNyzsO+Rm4hg5XW25N/8BjsHgnwGGKiceiAIgsXP+KT33rlbfm9ce7SlcRBfJDlxBqS9Q/xSCHr/tBXvKjDgjCjfE5eQ7y4avFeEijOVq/eLg3uwRA9hQehUmzBGlXwPZ2JrvkIV2R7Y6i/8IlffaSN4wtY9zQ3mUQ0RPTiArKl0+Q5b9NIIY6yCRWr93GfZHDmmgPXQIYqIKpMCJ2nAYomI/RDDnjLH1ta0yAGKBYQLPkiUYp9Ntkew7sVLkixspgTyTVv+evCKWPBZfkTV016ETIzJLb2oBgmCn0imdsAiSR45ouJVwUC0FAxIOcLAJ8Sh4k6eKvHiJ9Qp8j/i8/Gf//znc/t6b+327UES23MYAM8JVNJX/5eYGKNbZTAuLBv7ECSYjOrl7hPtohLVJIkGWPsbTkJWu4eL9Av4q4Y5hz7qg75yuM7r+hIUGJf2cF7tBiT+f7eGbI+p+5JEBYdkpe8Su/aVqbI9RniZvXazl2cYg97p6713OyDGarw4YvfH9ufbGxd9ANZARwAYT5WR9vaAC4zUeN55U2PClyUbccC3t0eoJHtgzH7/b8Hm3Te6veSBTApyfSFN39WodzfC9qp0/iIRIWSqFosZtc+7uziUfwN01fC90/0e3ViSJN6Nj/foi4So3ezn5+0bu4hDPstO3kvu1zeEo/O7sEV88ad7Gxe7aTeJt34FXKlR1A32gAtwwju1p4ch8TV9UQ1Tg/gPDJawkM1ubUUkuk6oz0BA4YL2ktu7Glsy8iz+i1jd2+kQHGNTrBE7fMC4inHxBwPJ3X7ecTROcIgiQiVQBLC5seGzPaQJfuobbEZGKDXGGWkSn11LotjVJ3F1D8SBkfpod0KVLnGIUMA2ffnhyi4W5RgUQbV9u+LYPJOBw2RIcCoQlWRPFFP5kEhUC4DBOwC+eQFVnmpmewEIsAQoI5u7sDBLFexdvRLT8yUW+yy9Q5Bg8gBDkHVug/HvCVOYH2DQV46GxPTUNItbsHEgB9A4L5bL4VVsPbkL6HAoMhpbq3wEGee8p0xtL+HeRUDAF4AKKu/WnkqEkuttM9XHPJhqHesU1JX1tJU0ydYSkL+VQLFi/l6fEFiSJ9uaDwe8WDEf0dfuSxXwCAQ1CqDyAeoH8EOWxcv2iJ81CHyXQiLhmGrQPs/oYhdbS+70EjRRAgAABZpJREFUzT2Hn9ypkuuiM2QbdlAk2JI6xhcQed97m5IKmf+Id5Ug+yB1/Ejy661YEgpg9WwxJVlp973/XV+3J70rKMQ4H7y3OamS9bHrHaw9YHN+TUEyfv7fRajb11vXVG8SEJIGc8QQ9QfGkIR7DLL2wEnk1fhRY+C/3/Ndxd72cNPP2AU54WfiUZwijFU/TYOwuWoYYeXPSIGigb91HL1fDhBfpi4kaon9Vu1VluCmOPNd3uEzlBqYJLY7jjAD1piCoQR+/OQnP/ncHjgaQA/vaktzFBpE3uSs9zICcw6cVpLeHltSBQAw8gtZlBMbLEbvaTqcwryjwMfKsSaSqqAR7J3DxrINDCeUtDgp4Oc8ZKTO05MmkSCSJack46lMJA/VYRmh6lIgWphlrgdT9lkBwr49tpNEey9l0V7JVuIWkCQwMun2/AVRAHLAUR9IY4BXxaii2x4JAraCxVgDPXbkM8CnUr3xIR+Sn4CQOWx/h5yQNnvQhIpGYJH/AQLgFx/eRWav3yN4AAL5MT6SP2bNr5DPytj8XHWANEkaYpfPAHzye6U4XxKzBKA6EWPeIWa6zewmLbIsG7OLRG4aSdLv0ZGkwHsNr7H3f7shSJX8rsWBBV8qH4RF0iWJKzTgGvm9iRJQmwa5Jx3CQPFqnMm3XSWuagLsErgxlqh9lt+Z5up0EhxQFRu/e1vdPdoYUdT37REvSdRnu/2ofdZe76oyyL+9R8Ehh2iv2EKW7nG/2/NbdqMEXKneM/UVfpHZt4eB/Fv7JH25gr8rShVGTbKUSCqHdtktxT58kg/ca3m3h2ndr7+9YvTL0aTmjIAy1gCItzdfhNlb3q8TF0CxJIGI1WzfXlVo7qKV4PYcT4LC1usUHL5y0/YGDmAaUABhQIHD9hggIMC6yRgSuWoQkQC0rT450j1n3ICSXdjR9hvtrOzPpgiL9nm2RAlQsDrJ1wKa7TkrRzKPYw4RA5SAPNu7eha1YAD+piVUpWyAvCFkV07bvl6tvz21QhCrrow39sk3Kqmy3d0nry98WRABVtVpdyGQW/mxSpUPsrV2aY9E2VuV+B4iyG8uwPMvCgZy2fO2+ZG5WM+knEg0yJzYBsTd0eB3YkbFpT2qK0RaUmvSsMPk+pHvyKOxYReVZG8146/GGKn1bLFEvbtb7OrvErUqE6mVABAJ4O2d8KwkXMz6G0qc9rEpkoJk8s1WnxIcH6WQGHNJBKDDAOpC8QGeShrGHr6S1eE63/VzpHN7ca9aZxfv0B5xqUrmh91rrjKVnHwhxN4hxhQtcLYKL6xBFu/6Bnaz9gcJt4CyVx+LWVW6MVaAiF19hFueparfXlEJ60xd8DNFA6xRpCiKu1sDObpHyX5J2K7XxFABPtkIS95esigj2J4cJVg4lCoKE+uWFBUXOZhzMrZqiWEBB5m9idE8CTC8xyn2hLXtkRPt7FweUOFQEs81pGdzIr+vvQQnELTS10I2MiSnvcBWZk8tkGy9x6IM7WQL88zYKKa4PZWA8oEwIEsSgd9zKA7ZtQgAASP2HbjoEyclVfucKYftgdo9JEci5CO++3uAW5lKxaBaYEt9NTb6rG9Uhy7uUnVK5toDmJABfZU4VcXdY33PrWZbFTbCwz6Sxt2+1DZfwiAeVUR3JbOpqyYPz1LBWlzpveKVf8GHgrOqRLxJWsYekPGrO6/bhTzeA5TFyJ0vtBiT2oCEd25dvOkTcmIMAL3pHCQdTqhw+34JhqoHF8S6woI9zVN277tEJznAPDgp4RhPVZ2YoQBsz2+rUmwPF/jXTb6+d64YtljERYEwBrBEHOqzdpXgSOJWxCMnkid73IuZFBP1L+RWH/0OjpPCETN9hidN2MYRudVnxMsqbeTW/+FX79jwfjmJLdkeWVEYegaS2WlB/9YOqovi978IR/0S3yb5BQAAAABJRU5ErkJggg==" y="-149.952"/>
   </g>
   <g id="matplotlib.axis_13">
    <g id="xtick_31">
     <g id="line2d_11">
      <defs>
       <path d="M 0 0 
L 0 4.8 
" id="m77640b1f0d" style="stroke:#262626;"/>
      </defs>
      <g>
       <use style="fill:#262626;stroke:#262626;" x="19.455952" xlink:href="#m77640b1f0d" y="278.112"/>
      </g>
     </g>
     <g id="text_16">
      <!-- 0.00 -->
      <g style="fill:#262626;" transform="translate(13.889546 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-30"/>
       <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
       <use x="95.410156" xlink:href="#DejaVuSans-30"/>
       <use x="159.033203" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_32">
     <g id="line2d_12">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="89.262266" xlink:href="#m77640b1f0d" y="278.112"/>
      </g>
     </g>
     <g id="text_17">
      <!-- 46.00 -->
      <g style="fill:#262626;" transform="translate(82.105235 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-34"/>
       <use x="63.623047" xlink:href="#DejaVuSans-36"/>
       <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
       <use x="159.033203" xlink:href="#DejaVuSans-30"/>
       <use x="222.65625" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_33">
     <g id="line2d_13">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="159.068581" xlink:href="#m77640b1f0d" y="278.112"/>
      </g>
     </g>
     <g id="text_18">
      <!-- 92.00 -->
      <g style="fill:#262626;" transform="translate(151.91155 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-39"/>
       <use x="63.623047" xlink:href="#DejaVuSans-32"/>
       <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
       <use x="159.033203" xlink:href="#DejaVuSans-30"/>
       <use x="222.65625" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_34">
     <g id="line2d_14">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="228.874895" xlink:href="#m77640b1f0d" y="278.112"/>
      </g>
     </g>
     <g id="text_19">
      <!-- 138.00 -->
      <g style="fill:#262626;" transform="translate(220.127239 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-31"/>
       <use x="63.623047" xlink:href="#DejaVuSans-33"/>
       <use x="127.246094" xlink:href="#DejaVuSans-38"/>
       <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
       <use x="222.65625" xlink:href="#DejaVuSans-30"/>
       <use x="286.279297" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_35">
     <g id="line2d_15">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="298.68121" xlink:href="#m77640b1f0d" y="278.112"/>
      </g>
     </g>
     <g id="text_20">
      <!-- 184.00 -->
      <g style="fill:#262626;" transform="translate(289.933554 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-31"/>
       <use x="63.623047" xlink:href="#DejaVuSans-38"/>
       <use x="127.246094" xlink:href="#DejaVuSans-34"/>
       <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
       <use x="222.65625" xlink:href="#DejaVuSans-30"/>
       <use x="286.279297" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_36">
     <g id="line2d_16">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="368.487524" xlink:href="#m77640b1f0d" y="278.112"/>
      </g>
     </g>
     <g id="text_21">
      <!-- 230.00 -->
      <g style="fill:#262626;" transform="translate(359.739868 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-32"/>
       <use x="63.623047" xlink:href="#DejaVuSans-33"/>
       <use x="127.246094" xlink:href="#DejaVuSans-30"/>
       <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
       <use x="222.65625" xlink:href="#DejaVuSans-30"/>
       <use x="286.279297" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="text_22">
     <!-- time (s) -->
     <defs>
      <path d="M 18.3125 70.21875 
L 18.3125 54.6875 
L 36.8125 54.6875 
L 36.8125 47.703125 
L 18.3125 47.703125 
L 18.3125 18.015625 
Q 18.3125 11.328125 20.140625 9.421875 
Q 21.96875 7.515625 27.59375 7.515625 
L 36.8125 7.515625 
L 36.8125 0 
L 27.59375 0 
Q 17.1875 0 13.234375 3.875 
Q 9.28125 7.765625 9.28125 18.015625 
L 9.28125 47.703125 
L 2.6875 47.703125 
L 2.6875 54.6875 
L 9.28125 54.6875 
L 9.28125 70.21875 
z
" id="DejaVuSans-74"/>
      <path d="M 9.421875 54.6875 
L 18.40625 54.6875 
L 18.40625 0 
L 9.421875 0 
z
M 9.421875 75.984375 
L 18.40625 75.984375 
L 18.40625 64.59375 
L 9.421875 64.59375 
z
" id="DejaVuSans-69"/>
      <path d="M 31 75.875 
Q 24.46875 64.65625 21.28125 53.65625 
Q 18.109375 42.671875 18.109375 31.390625 
Q 18.109375 20.125 21.3125 9.0625 
Q 24.515625 -2 31 -13.1875 
L 23.1875 -13.1875 
Q 15.875 -1.703125 12.234375 9.375 
Q 8.59375 20.453125 8.59375 31.390625 
Q 8.59375 42.28125 12.203125 53.3125 
Q 15.828125 64.359375 23.1875 75.875 
z
" id="DejaVuSans-28"/>
      <path d="M 44.28125 53.078125 
L 44.28125 44.578125 
Q 40.484375 46.53125 36.375 47.5 
Q 32.28125 48.484375 27.875 48.484375 
Q 21.1875 48.484375 17.84375 46.4375 
Q 14.5 44.390625 14.5 40.28125 
Q 14.5 37.15625 16.890625 35.375 
Q 19.28125 33.59375 26.515625 31.984375 
L 29.59375 31.296875 
Q 39.15625 29.25 43.1875 25.515625 
Q 47.21875 21.78125 47.21875 15.09375 
Q 47.21875 7.46875 41.1875 3.015625 
Q 35.15625 -1.421875 24.609375 -1.421875 
Q 20.21875 -1.421875 15.453125 -0.5625 
Q 10.6875 0.296875 5.421875 2 
L 5.421875 11.28125 
Q 10.40625 8.6875 15.234375 7.390625 
Q 20.0625 6.109375 24.8125 6.109375 
Q 31.15625 6.109375 34.5625 8.28125 
Q 37.984375 10.453125 37.984375 14.40625 
Q 37.984375 18.0625 35.515625 20.015625 
Q 33.0625 21.96875 24.703125 23.78125 
L 21.578125 24.515625 
Q 13.234375 26.265625 9.515625 29.90625 
Q 5.8125 33.546875 5.8125 39.890625 
Q 5.8125 47.609375 11.28125 51.796875 
Q 16.75 56 26.8125 56 
Q 31.78125 56 36.171875 55.265625 
Q 40.578125 54.546875 44.28125 53.078125 
z
" id="DejaVuSans-73"/>
      <path d="M 8.015625 75.875 
L 15.828125 75.875 
Q 23.140625 64.359375 26.78125 53.3125 
Q 30.421875 42.28125 30.421875 31.390625 
Q 30.421875 20.453125 26.78125 9.375 
Q 23.140625 -1.703125 15.828125 -13.1875 
L 8.015625 -13.1875 
Q 14.5 -2 17.703125 9.0625 
Q 20.90625 20.125 20.90625 31.390625 
Q 20.90625 42.671875 17.703125 53.65625 
Q 14.5 64.65625 8.015625 75.875 
z
" id="DejaVuSans-29"/>
     </defs>
     <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
      <use xlink:href="#DejaVuSans-74"/>
      <use x="39.208984" xlink:href="#DejaVuSans-69"/>
      <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
      <use x="164.404297" xlink:href="#DejaVuSans-65"/>
      <use x="225.927734" xlink:href="#DejaVuSans-20"/>
      <use x="257.714844" xlink:href="#DejaVuSans-28"/>
      <use x="296.728516" xlink:href="#DejaVuSans-73"/>
      <use x="348.828125" xlink:href="#DejaVuSans-29"/>
     </g>
    </g>
   </g>
   <g id="matplotlib.axis_14"/>
  </g>
 </g>
 <defs>
  <clipPath id="p9d0ef6c11a">
   <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  </clipPath>
  <clipPath id="pef0400ef2f">
   <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  </clipPath>
  <clipPath id="p7f1e0e57ad">
   <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  </clipPath>
  <clipPath id="p032643b8cc">
   <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  </clipPath>
  <clipPath id="p7e93a5c0c5">
   <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  </clipPath>
  <clipPath id="p7d6473743d">
   <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  </clipPath>
  <clipPath id="p81eee4b8e9">
   <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  </clipPath>
 </defs>
</svg>