Tutorial_23_Optimization2.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Numerical Optimization 2: More Constraints\n",
    "\n",
    "This notebook uses the [NLopt](https://github.com/JuliaOpt/NLopt.jl) package which has well tested routines for constrained optimization.\n",
    "\n",
    "(The `Optim` package has preliminary code for similar functionality, see the IPNewton section of the documentation.)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Load Packages and Extra Functions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "printyellow (generic function with 1 method)"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using Printf, NLopt\n",
    "\n",
    "include(\"jlFiles/printmat.jl\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "using Plots\n",
    "\n",
    "#pyplot(size=(600,400))\n",
    "gr(size=(480,320))\n",
    "default(fmt = :svg)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Unconstrained Optimization\n",
    "\n",
    "In the example below, we want to choose $(x,y)$ so as to minimize the objective function\n",
    "\n",
    "$\n",
    "(x-2)^2 + (4y+3)^2,  \n",
    "$\n",
    "\n",
    "without any constraints. The solution should be $(x,y)=(2,-3/4)$.\n",
    "\n",
    "We use the algorithm `LN_COBYLA` which does not require us to code up the derivatives, but can still handle restrictions."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "lossfun (generic function with 1 method)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function lossfun(p,grad,A)    #grad is never used, but must be in function def\n",
    "    (x,y) = (p[1],p[2])       #A could be data or other things that the function depends on \n",
    "    L     = (x-2)^2 + (4*y+3)^2\n",
    "    return L\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "nx = 2*41\n",
    "ny = 2*61\n",
    "x = range(1,stop=5,length=nx)\n",
    "y = range(-1,stop=0,length=ny)\n",
    "\n",
    "loss2d = fill(NaN,(nx,ny))      #matrix with loss fn values\n",
    "for i = 1:nx, j = 1:ny\n",
    "    loss2d[i,j] = lossfun([x[i];y[j]],[],0)\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"480\" height=\"320\" viewBox=\"0 0 1920 1280\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip200\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"1920\" height=\"1280\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip200)\" d=\"\n",
       "M0 1280 L1920 1280 L1920 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip201\">\n",
       "    <rect x=\"384\" y=\"0\" width=\"1345\" height=\"1280\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip200)\" d=\"\n",
       "M239.603 1106.38 L1872.76 1106.38 L1872.76 123.472 L239.603 123.472  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip202\">\n",
       "    <rect x=\"239\" y=\"123\" width=\"1634\" height=\"984\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,1106.38 239.603,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  647.891,1106.38 647.891,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1056.18,1106.38 1056.18,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1464.47,1106.38 1464.47,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1872.76,1106.38 1872.76,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 1872.76,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 239.603,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  647.891,1106.38 647.891,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1056.18,1106.38 1056.18,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1464.47,1106.38 1464.47,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,1106.38 1872.76,1094.58 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip200)\" d=\"M 0 0 M229.985 1159.28 L237.624 1159.28 L237.624 1132.91 L229.314 1134.58 L229.314 1130.32 L237.578 1128.65 L242.254 1128.65 L242.254 1159.28 L249.892 1159.28 L249.892 1163.21 L229.985 1163.21 L229.985 1159.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M642.544 1159.28 L658.864 1159.28 L658.864 1163.21 L636.919 1163.21 L636.919 1159.28 Q639.581 1156.52 644.165 1151.89 Q648.771 1147.24 649.952 1145.9 Q652.197 1143.37 653.077 1141.64 Q653.979 1139.88 653.979 1138.19 Q653.979 1135.43 652.035 1133.7 Q650.114 1131.96 647.012 1131.96 Q644.813 1131.96 642.359 1132.73 Q639.928 1133.49 637.151 1135.04 L637.151 1130.32 Q639.975 1129.18 642.428 1128.61 Q644.882 1128.03 646.919 1128.03 Q652.289 1128.03 655.484 1130.71 Q658.678 1133.4 658.678 1137.89 Q658.678 1140.02 657.868 1141.94 Q657.081 1143.84 654.975 1146.43 Q654.396 1147.1 651.294 1150.32 Q648.192 1153.51 642.544 1159.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1060.43 1144.58 Q1063.78 1145.3 1065.66 1147.56 Q1067.56 1149.83 1067.56 1153.17 Q1067.56 1158.28 1064.04 1161.08 Q1060.52 1163.88 1054.04 1163.88 Q1051.86 1163.88 1049.55 1163.44 Q1047.26 1163.03 1044.8 1162.17 L1044.8 1157.66 Q1046.75 1158.79 1049.06 1159.37 Q1051.38 1159.95 1053.9 1159.95 Q1058.3 1159.95 1060.59 1158.21 Q1062.9 1156.48 1062.9 1153.17 Q1062.9 1150.11 1060.75 1148.4 Q1058.62 1146.66 1054.8 1146.66 L1050.77 1146.66 L1050.77 1142.82 L1054.99 1142.82 Q1058.44 1142.82 1060.27 1141.45 Q1062.09 1140.06 1062.09 1137.47 Q1062.09 1134.81 1060.2 1133.4 Q1058.32 1131.96 1054.8 1131.96 Q1052.88 1131.96 1050.68 1132.38 Q1048.48 1132.8 1045.84 1133.67 L1045.84 1129.51 Q1048.51 1128.77 1050.82 1128.4 Q1053.16 1128.03 1055.22 1128.03 Q1060.54 1128.03 1063.64 1130.46 Q1066.75 1132.86 1066.75 1136.99 Q1066.75 1139.86 1065.1 1141.85 Q1063.46 1143.81 1060.43 1144.58 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1467.48 1132.73 L1455.67 1151.17 L1467.48 1151.17 L1467.48 1132.73 M1466.25 1128.65 L1472.13 1128.65 L1472.13 1151.17 L1477.06 1151.17 L1477.06 1155.06 L1472.13 1155.06 L1472.13 1163.21 L1467.48 1163.21 L1467.48 1155.06 L1451.88 1155.06 L1451.88 1150.55 L1466.25 1128.65 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1863.03 1128.65 L1881.39 1128.65 L1881.39 1132.59 L1867.32 1132.59 L1867.32 1141.06 Q1868.33 1140.71 1869.35 1140.55 Q1870.37 1140.36 1871.39 1140.36 Q1877.18 1140.36 1880.56 1143.54 Q1883.94 1146.71 1883.94 1152.12 Q1883.94 1157.7 1880.46 1160.8 Q1876.99 1163.88 1870.67 1163.88 Q1868.5 1163.88 1866.23 1163.51 Q1863.98 1163.14 1861.58 1162.4 L1861.58 1157.7 Q1863.66 1158.84 1865.88 1159.39 Q1868.1 1159.95 1870.58 1159.95 Q1874.58 1159.95 1876.92 1157.84 Q1879.26 1155.74 1879.26 1152.12 Q1879.26 1148.51 1876.92 1146.41 Q1874.58 1144.3 1870.58 1144.3 Q1868.71 1144.3 1866.83 1144.72 Q1864.98 1145.13 1863.03 1146.01 L1863.03 1128.65 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1072.79 1208.4 L1059.9 1225.74 L1073.46 1244.04 L1066.56 1244.04 L1056.18 1230.04 L1045.8 1244.04 L1038.9 1244.04 L1052.74 1225.39 L1040.07 1208.4 L1046.98 1208.4 L1056.43 1221.1 L1065.89 1208.4 L1072.79 1208.4 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,1106.38 1872.76,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,909.798 1872.76,909.798 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,713.217 1872.76,713.217 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,516.635 1872.76,516.635 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,320.054 1872.76,320.054 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,123.472 1872.76,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 239.603,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 259.201,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,909.798 259.201,909.798 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,713.217 259.201,713.217 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,516.635 259.201,516.635 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,320.054 259.201,320.054 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,123.472 259.201,123.472 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip200)\" d=\"M 0 0 M118.373 1106.83 L148.049 1106.83 L148.049 1110.77 L118.373 1110.77 L118.373 1106.83 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M153.928 1119.72 L161.567 1119.72 L161.567 1093.36 L153.257 1095.03 L153.257 1090.77 L161.521 1089.1 L166.197 1089.1 L166.197 1119.72 L173.836 1119.72 L173.836 1123.66 L153.928 1123.66 L153.928 1119.72 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M178.905 1117.78 L183.789 1117.78 L183.789 1123.66 L178.905 1123.66 L178.905 1117.78 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M198.859 1092.18 Q195.248 1092.18 193.419 1095.74 Q191.613 1099.28 191.613 1106.41 Q191.613 1113.52 193.419 1117.09 Q195.248 1120.63 198.859 1120.63 Q202.493 1120.63 204.299 1117.09 Q206.127 1113.52 206.127 1106.41 Q206.127 1099.28 204.299 1095.74 Q202.493 1092.18 198.859 1092.18 M198.859 1088.47 Q204.669 1088.47 207.724 1093.08 Q210.803 1097.66 210.803 1106.41 Q210.803 1115.14 207.724 1119.75 Q204.669 1124.33 198.859 1124.33 Q193.049 1124.33 189.97 1119.75 Q186.914 1115.14 186.914 1106.41 Q186.914 1097.66 189.97 1093.08 Q193.049 1088.47 198.859 1088.47 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M117.239 910.25 L146.915 910.25 L146.915 914.185 L117.239 914.185 L117.239 910.25 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M161.984 895.597 Q158.373 895.597 156.544 899.162 Q154.739 902.703 154.739 909.833 Q154.739 916.939 156.544 920.504 Q158.373 924.046 161.984 924.046 Q165.618 924.046 167.424 920.504 Q169.252 916.939 169.252 909.833 Q169.252 902.703 167.424 899.162 Q165.618 895.597 161.984 895.597 M161.984 891.893 Q167.794 891.893 170.85 896.5 Q173.928 901.083 173.928 909.833 Q173.928 918.56 170.85 923.166 Q167.794 927.75 161.984 927.75 Q156.174 927.75 153.095 923.166 Q150.04 918.56 150.04 909.833 Q150.04 901.083 153.095 896.5 Q156.174 891.893 161.984 891.893 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M178.998 921.199 L183.882 921.199 L183.882 927.078 L178.998 927.078 L178.998 921.199 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M198.951 910.666 Q195.618 910.666 193.697 912.449 Q191.799 914.231 191.799 917.356 Q191.799 920.481 193.697 922.264 Q195.618 924.046 198.951 924.046 Q202.285 924.046 204.206 922.264 Q206.127 920.458 206.127 917.356 Q206.127 914.231 204.206 912.449 Q202.308 910.666 198.951 910.666 M194.275 908.676 Q191.266 907.935 189.576 905.875 Q187.91 903.815 187.91 900.852 Q187.91 896.708 190.85 894.301 Q193.813 891.893 198.951 891.893 Q204.113 891.893 207.053 894.301 Q209.993 896.708 209.993 900.852 Q209.993 903.815 208.303 905.875 Q206.637 907.935 203.65 908.676 Q207.03 909.463 208.905 911.754 Q210.803 914.046 210.803 917.356 Q210.803 922.379 207.724 925.064 Q204.669 927.75 198.951 927.75 Q193.234 927.75 190.155 925.064 Q187.1 922.379 187.1 917.356 Q187.1 914.046 188.998 911.754 Q190.896 909.463 194.275 908.676 M192.563 901.291 Q192.563 903.977 194.229 905.481 Q195.919 906.986 198.951 906.986 Q201.961 906.986 203.65 905.481 Q205.363 903.977 205.363 901.291 Q205.363 898.606 203.65 897.102 Q201.961 895.597 198.951 895.597 Q195.919 895.597 194.229 897.102 Q192.563 898.606 192.563 901.291 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M116.984 713.668 L146.66 713.668 L146.66 717.603 L116.984 717.603 L116.984 713.668 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M161.729 699.015 Q158.118 699.015 156.29 702.58 Q154.484 706.122 154.484 713.251 Q154.484 720.358 156.29 723.923 Q158.118 727.464 161.729 727.464 Q165.364 727.464 167.169 723.923 Q168.998 720.358 168.998 713.251 Q168.998 706.122 167.169 702.58 Q165.364 699.015 161.729 699.015 M161.729 695.312 Q167.54 695.312 170.595 699.918 Q173.674 704.502 173.674 713.251 Q173.674 721.978 170.595 726.585 Q167.54 731.168 161.729 731.168 Q155.919 731.168 152.841 726.585 Q149.785 721.978 149.785 713.251 Q149.785 704.502 152.841 699.918 Q155.919 695.312 161.729 695.312 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M178.743 724.617 L183.627 724.617 L183.627 730.497 L178.743 730.497 L178.743 724.617 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M199.275 711.353 Q196.127 711.353 194.275 713.506 Q192.447 715.659 192.447 719.409 Q192.447 723.136 194.275 725.312 Q196.127 727.464 199.275 727.464 Q202.424 727.464 204.252 725.312 Q206.104 723.136 206.104 719.409 Q206.104 715.659 204.252 713.506 Q202.424 711.353 199.275 711.353 M208.558 696.701 L208.558 700.96 Q206.799 700.127 204.993 699.687 Q203.211 699.247 201.451 699.247 Q196.822 699.247 194.368 702.372 Q191.938 705.497 191.59 711.816 Q192.956 709.802 195.016 708.738 Q197.076 707.65 199.553 707.65 Q204.762 707.65 207.771 710.821 Q210.803 713.969 210.803 719.409 Q210.803 724.733 207.655 727.95 Q204.507 731.168 199.275 731.168 Q193.28 731.168 190.109 726.585 Q186.938 721.978 186.938 713.251 Q186.938 705.057 190.826 700.196 Q194.715 695.312 201.266 695.312 Q203.025 695.312 204.808 695.659 Q206.613 696.006 208.558 696.701 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M116.66 517.087 L146.336 517.087 L146.336 521.022 L116.66 521.022 L116.66 517.087 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M161.405 502.434 Q157.794 502.434 155.966 505.999 Q154.16 509.54 154.16 516.67 Q154.16 523.776 155.966 527.341 Q157.794 530.883 161.405 530.883 Q165.04 530.883 166.845 527.341 Q168.674 523.776 168.674 516.67 Q168.674 509.54 166.845 505.999 Q165.04 502.434 161.405 502.434 M161.405 498.73 Q167.215 498.73 170.271 503.337 Q173.35 507.92 173.35 516.67 Q173.35 525.397 170.271 530.003 Q167.215 534.587 161.405 534.587 Q155.595 534.587 152.516 530.003 Q149.461 525.397 149.461 516.67 Q149.461 507.92 152.516 503.337 Q155.595 498.73 161.405 498.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M178.419 528.036 L183.303 528.036 L183.303 533.915 L178.419 533.915 L178.419 528.036 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M201.22 503.429 L189.414 521.878 L201.22 521.878 L201.22 503.429 M199.993 499.355 L205.873 499.355 L205.873 521.878 L210.803 521.878 L210.803 525.767 L205.873 525.767 L205.873 533.915 L201.22 533.915 L201.22 525.767 L185.618 525.767 L185.618 521.253 L199.993 499.355 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M118.743 320.505 L148.419 320.505 L148.419 324.44 L118.743 324.44 L118.743 320.505 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M163.489 305.852 Q159.878 305.852 158.049 309.417 Q156.243 312.959 156.243 320.088 Q156.243 327.195 158.049 330.76 Q159.878 334.301 163.489 334.301 Q167.123 334.301 168.928 330.76 Q170.757 327.195 170.757 320.088 Q170.757 312.959 168.928 309.417 Q167.123 305.852 163.489 305.852 M163.489 302.149 Q169.299 302.149 172.354 306.755 Q175.433 311.338 175.433 320.088 Q175.433 328.815 172.354 333.422 Q169.299 338.005 163.489 338.005 Q157.678 338.005 154.6 333.422 Q151.544 328.815 151.544 320.088 Q151.544 311.338 154.6 306.755 Q157.678 302.149 163.489 302.149 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M180.502 331.454 L185.387 331.454 L185.387 337.334 L180.502 337.334 L180.502 331.454 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M194.484 333.399 L210.803 333.399 L210.803 337.334 L188.859 337.334 L188.859 333.399 Q191.521 330.644 196.104 326.014 Q200.711 321.362 201.891 320.019 Q204.137 317.496 205.016 315.76 Q205.919 314 205.919 312.311 Q205.919 309.556 203.975 307.82 Q202.053 306.084 198.951 306.084 Q196.752 306.084 194.299 306.848 Q191.868 307.612 189.09 309.163 L189.09 304.44 Q191.914 303.306 194.368 302.727 Q196.822 302.149 198.859 302.149 Q204.229 302.149 207.424 304.834 Q210.618 307.519 210.618 312.01 Q210.618 314.139 209.808 316.061 Q209.021 317.959 206.914 320.551 Q206.336 321.223 203.234 324.44 Q200.132 327.635 194.484 333.399 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M161.891 109.271 Q158.28 109.271 156.452 112.836 Q154.646 116.377 154.646 123.507 Q154.646 130.613 156.452 134.178 Q158.28 137.72 161.891 137.72 Q165.526 137.72 167.331 134.178 Q169.16 130.613 169.16 123.507 Q169.16 116.377 167.331 112.836 Q165.526 109.271 161.891 109.271 M161.891 105.567 Q167.702 105.567 170.757 110.174 Q173.836 114.757 173.836 123.507 Q173.836 132.234 170.757 136.84 Q167.702 141.423 161.891 141.423 Q156.081 141.423 153.003 136.84 Q149.947 132.234 149.947 123.507 Q149.947 114.757 153.003 110.174 Q156.081 105.567 161.891 105.567 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M178.905 134.873 L183.789 134.873 L183.789 140.752 L178.905 140.752 L178.905 134.873 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M198.859 109.271 Q195.248 109.271 193.419 112.836 Q191.613 116.377 191.613 123.507 Q191.613 130.613 193.419 134.178 Q195.248 137.72 198.859 137.72 Q202.493 137.72 204.299 134.178 Q206.127 130.613 206.127 123.507 Q206.127 116.377 204.299 112.836 Q202.493 109.271 198.859 109.271 M198.859 105.567 Q204.669 105.567 207.724 110.174 Q210.803 114.757 210.803 123.507 Q210.803 132.234 207.724 136.84 Q204.669 141.423 198.859 141.423 Q193.049 141.423 189.97 136.84 Q186.914 132.234 186.914 123.507 Q186.914 114.757 189.97 110.174 Q193.049 105.567 198.859 105.567 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M76.9143 613.239 Q83.28 615.722 85.2216 618.077 Q87.1631 620.432 87.1631 624.379 L87.1631 629.058 L82.2615 629.058 L82.2615 625.62 Q82.2615 623.201 81.1157 621.865 Q79.9699 620.528 75.7048 618.905 L73.0312 617.854 L37.9562 632.273 L37.9562 626.066 L65.838 614.926 L37.9562 603.786 L37.9562 597.579 L76.9143 613.239 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M575.783 16.7545 L575.783 25.383 Q571.651 21.5346 566.952 19.6307 Q562.293 17.7268 557.027 17.7268 Q546.657 17.7268 541.148 24.0867 Q535.638 30.4061 535.638 42.3968 Q535.638 54.3469 541.148 60.7069 Q546.657 67.0263 557.027 67.0263 Q562.293 67.0263 566.952 65.1223 Q571.651 63.2184 575.783 59.3701 L575.783 67.9175 Q571.489 70.8341 566.668 72.2924 Q561.888 73.7508 556.541 73.7508 Q542.808 73.7508 534.909 65.3654 Q527.01 56.9395 527.01 42.3968 Q527.01 27.8135 534.909 19.4281 Q542.808 11.0023 556.541 11.0023 Q561.969 11.0023 566.749 12.4606 Q571.57 13.8784 575.783 16.7545 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M601.182 32.4315 Q595.187 32.4315 591.703 37.1306 Q588.219 41.7891 588.219 49.9314 Q588.219 58.0738 591.662 62.7728 Q595.146 67.4314 601.182 67.4314 Q607.137 67.4314 610.621 62.7323 Q614.104 58.0333 614.104 49.9314 Q614.104 41.8701 610.621 37.1711 Q607.137 32.4315 601.182 32.4315 M601.182 26.1121 Q610.904 26.1121 616.454 32.4315 Q622.004 38.7509 622.004 49.9314 Q622.004 61.0714 616.454 67.4314 Q610.904 73.7508 601.182 73.7508 Q591.419 73.7508 585.87 67.4314 Q580.36 61.0714 580.36 49.9314 Q580.36 38.7509 585.87 32.4315 Q591.419 26.1121 601.182 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M667.536 45.1919 L667.536 72.576 L660.082 72.576 L660.082 45.4349 Q660.082 38.994 657.571 35.7938 Q655.059 32.5936 650.036 32.5936 Q644 32.5936 640.516 36.4419 Q637.032 40.2903 637.032 46.9338 L637.032 72.576 L629.538 72.576 L629.538 27.2059 L637.032 27.2059 L637.032 34.2544 Q639.706 30.163 643.311 28.1376 Q646.957 26.1121 651.697 26.1121 Q659.515 26.1121 663.525 30.9732 Q667.536 35.7938 667.536 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M682.727 14.324 L682.727 27.2059 L698.08 27.2059 L698.08 32.9987 L682.727 32.9987 L682.727 57.6282 Q682.727 63.1779 684.226 64.7578 Q685.765 66.3376 690.423 66.3376 L698.08 66.3376 L698.08 72.576 L690.423 72.576 Q681.795 72.576 678.514 69.3758 Q675.233 66.1351 675.233 57.6282 L675.233 32.9987 L669.764 32.9987 L669.764 27.2059 L675.233 27.2059 L675.233 14.324 L682.727 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M723.479 32.4315 Q717.483 32.4315 714 37.1306 Q710.516 41.7891 710.516 49.9314 Q710.516 58.0738 713.959 62.7728 Q717.443 67.4314 723.479 67.4314 Q729.434 67.4314 732.917 62.7323 Q736.401 58.0333 736.401 49.9314 Q736.401 41.8701 732.917 37.1711 Q729.434 32.4315 723.479 32.4315 M723.479 26.1121 Q733.201 26.1121 738.751 32.4315 Q744.3 38.7509 744.3 49.9314 Q744.3 61.0714 738.751 67.4314 Q733.201 73.7508 723.479 73.7508 Q713.716 73.7508 708.166 67.4314 Q702.657 61.0714 702.657 49.9314 Q702.657 38.7509 708.166 32.4315 Q713.716 26.1121 723.479 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M751.349 54.671 L751.349 27.2059 L758.803 27.2059 L758.803 54.3874 Q758.803 60.8284 761.314 64.0691 Q763.826 67.2693 768.849 67.2693 Q774.885 67.2693 778.369 63.421 Q781.893 59.5726 781.893 52.9291 L781.893 27.2059 L789.346 27.2059 L789.346 72.576 L781.893 72.576 L781.893 65.6084 Q779.179 69.7404 775.573 71.7658 Q772.009 73.7508 767.269 73.7508 Q759.451 73.7508 755.4 68.8897 Q751.349 64.0286 751.349 54.671 M770.105 26.1121 L770.105 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M823.455 34.1734 Q822.199 33.4443 820.7 33.1202 Q819.242 32.7556 817.46 32.7556 Q811.14 32.7556 807.738 36.8875 Q804.375 40.9789 804.375 48.6757 L804.375 72.576 L796.881 72.576 L796.881 27.2059 L804.375 27.2059 L804.375 34.2544 Q806.725 30.1225 810.492 28.1376 Q814.26 26.1121 819.647 26.1121 Q820.417 26.1121 821.349 26.2337 Q822.28 26.3147 823.415 26.5172 L823.455 34.1734 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M864.855 65.7705 L864.855 89.8329 L857.361 89.8329 L857.361 27.2059 L864.855 27.2059 L864.855 34.0924 Q867.205 30.0415 870.77 28.0971 Q874.375 26.1121 879.358 26.1121 Q887.621 26.1121 892.766 32.6746 Q897.951 39.2371 897.951 49.9314 Q897.951 60.6258 892.766 67.1883 Q887.621 73.7508 879.358 73.7508 Q874.375 73.7508 870.77 71.8063 Q867.205 69.8214 864.855 65.7705 M890.214 49.9314 Q890.214 41.7081 886.811 37.0496 Q883.449 32.3505 877.535 32.3505 Q871.62 32.3505 868.218 37.0496 Q864.855 41.7081 864.855 49.9314 Q864.855 58.1548 868.218 62.8538 Q871.62 67.5124 877.535 67.5124 Q883.449 67.5124 886.811 62.8538 Q890.214 58.1548 890.214 49.9314 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M905.769 9.54393 L913.223 9.54393 L913.223 72.576 L905.769 72.576 L905.769 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M938.622 32.4315 Q932.627 32.4315 929.143 37.1306 Q925.659 41.7891 925.659 49.9314 Q925.659 58.0738 929.103 62.7728 Q932.586 67.4314 938.622 67.4314 Q944.577 67.4314 948.061 62.7323 Q951.545 58.0333 951.545 49.9314 Q951.545 41.8701 948.061 37.1711 Q944.577 32.4315 938.622 32.4315 M938.622 26.1121 Q948.344 26.1121 953.894 32.4315 Q959.444 38.7509 959.444 49.9314 Q959.444 61.0714 953.894 67.4314 Q948.344 73.7508 938.622 73.7508 Q928.86 73.7508 923.31 67.4314 Q917.801 61.0714 917.801 49.9314 Q917.801 38.7509 923.31 32.4315 Q928.86 26.1121 938.622 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M974.635 14.324 L974.635 27.2059 L989.988 27.2059 L989.988 32.9987 L974.635 32.9987 L974.635 57.6282 Q974.635 63.1779 976.134 64.7578 Q977.673 66.3376 982.332 66.3376 L989.988 66.3376 L989.988 72.576 L982.332 72.576 Q973.703 72.576 970.422 69.3758 Q967.141 66.1351 967.141 57.6282 L967.141 32.9987 L961.672 32.9987 L961.672 27.2059 L967.141 27.2059 L967.141 14.324 L974.635 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1041.76 32.4315 Q1035.76 32.4315 1032.28 37.1306 Q1028.8 41.7891 1028.8 49.9314 Q1028.8 58.0738 1032.24 62.7728 Q1035.72 67.4314 1041.76 67.4314 Q1047.71 67.4314 1051.2 62.7323 Q1054.68 58.0333 1054.68 49.9314 Q1054.68 41.8701 1051.2 37.1711 Q1047.71 32.4315 1041.76 32.4315 M1041.76 26.1121 Q1051.48 26.1121 1057.03 32.4315 Q1062.58 38.7509 1062.58 49.9314 Q1062.58 61.0714 1057.03 67.4314 Q1051.48 73.7508 1041.76 73.7508 Q1032 73.7508 1026.45 67.4314 Q1020.94 61.0714 1020.94 49.9314 Q1020.94 38.7509 1026.45 32.4315 Q1032 26.1121 1041.76 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1093.37 9.54393 L1093.37 15.7418 L1086.24 15.7418 Q1082.23 15.7418 1080.65 17.3622 Q1079.11 18.9825 1079.11 23.1955 L1079.11 27.2059 L1091.38 27.2059 L1091.38 32.9987 L1079.11 32.9987 L1079.11 72.576 L1071.61 72.576 L1071.61 32.9987 L1064.48 32.9987 L1064.48 27.2059 L1071.61 27.2059 L1071.61 24.0462 Q1071.61 16.471 1075.14 13.0277 Q1078.66 9.54393 1086.32 9.54393 L1093.37 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1127.56 9.54393 L1135.01 9.54393 L1135.01 72.576 L1127.56 72.576 L1127.56 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1160.41 32.4315 Q1154.41 32.4315 1150.93 37.1306 Q1147.45 41.7891 1147.45 49.9314 Q1147.45 58.0738 1150.89 62.7728 Q1154.37 67.4314 1160.41 67.4314 Q1166.36 67.4314 1169.85 62.7323 Q1173.33 58.0333 1173.33 49.9314 Q1173.33 41.8701 1169.85 37.1711 Q1166.36 32.4315 1160.41 32.4315 M1160.41 26.1121 Q1170.13 26.1121 1175.68 32.4315 Q1181.23 38.7509 1181.23 49.9314 Q1181.23 61.0714 1175.68 67.4314 Q1170.13 73.7508 1160.41 73.7508 Q1150.65 73.7508 1145.1 67.4314 Q1139.59 61.0714 1139.59 49.9314 Q1139.59 38.7509 1145.1 32.4315 Q1150.65 26.1121 1160.41 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1217.97 28.5427 L1217.97 35.5912 Q1214.81 33.9709 1211.41 33.1607 Q1208.01 32.3505 1204.36 32.3505 Q1198.81 32.3505 1196.02 34.0519 Q1193.26 35.7533 1193.26 39.156 Q1193.26 41.7486 1195.25 43.2475 Q1197.23 44.7058 1203.23 46.0426 L1205.78 46.6097 Q1213.72 48.3111 1217.04 51.4303 Q1220.4 54.509 1220.4 60.0587 Q1220.4 66.3781 1215.38 70.0644 Q1210.4 73.7508 1201.65 73.7508 Q1198 73.7508 1194.03 73.0216 Q1190.1 72.3329 1185.73 70.9151 L1185.73 63.2184 Q1189.86 65.3654 1193.87 66.4591 Q1197.88 67.5124 1201.81 67.5124 Q1207.08 67.5124 1209.91 65.73 Q1212.75 63.9071 1212.75 60.6258 Q1212.75 57.5877 1210.68 55.9673 Q1208.66 54.3469 1201.73 52.8481 L1199.14 52.2405 Q1192.21 50.7821 1189.13 47.7845 Q1186.05 44.7463 1186.05 39.4801 Q1186.05 33.0797 1190.59 29.5959 Q1195.13 26.1121 1203.47 26.1121 Q1207.6 26.1121 1211.25 26.7198 Q1214.89 27.3274 1217.97 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1257.14 28.5427 L1257.14 35.5912 Q1253.99 33.9709 1250.58 33.1607 Q1247.18 32.3505 1243.53 32.3505 Q1237.98 32.3505 1235.19 34.0519 Q1232.43 35.7533 1232.43 39.156 Q1232.43 41.7486 1234.42 43.2475 Q1236.4 44.7058 1242.4 46.0426 L1244.95 46.6097 Q1252.89 48.3111 1256.21 51.4303 Q1259.58 54.509 1259.58 60.0587 Q1259.58 66.3781 1254.55 70.0644 Q1249.57 73.7508 1240.82 73.7508 Q1237.17 73.7508 1233.2 73.0216 Q1229.27 72.3329 1224.9 70.9151 L1224.9 63.2184 Q1229.03 65.3654 1233.04 66.4591 Q1237.05 67.5124 1240.98 67.5124 Q1246.25 67.5124 1249.08 65.73 Q1251.92 63.9071 1251.92 60.6258 Q1251.92 57.5877 1249.85 55.9673 Q1247.83 54.3469 1240.9 52.8481 L1238.31 52.2405 Q1231.38 50.7821 1228.3 47.7845 Q1225.22 44.7463 1225.22 39.4801 Q1225.22 33.0797 1229.76 29.5959 Q1234.3 26.1121 1242.64 26.1121 Q1246.77 26.1121 1250.42 26.7198 Q1254.07 27.3274 1257.14 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1316.73 9.54393 L1316.73 15.7418 L1309.6 15.7418 Q1305.59 15.7418 1304.01 17.3622 Q1302.47 18.9825 1302.47 23.1955 L1302.47 27.2059 L1314.75 27.2059 L1314.75 32.9987 L1302.47 32.9987 L1302.47 72.576 L1294.98 72.576 L1294.98 32.9987 L1287.85 32.9987 L1287.85 27.2059 L1294.98 27.2059 L1294.98 24.0462 Q1294.98 16.471 1298.5 13.0277 Q1302.03 9.54393 1309.69 9.54393 L1316.73 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1323.78 54.671 L1323.78 27.2059 L1331.24 27.2059 L1331.24 54.3874 Q1331.24 60.8284 1333.75 64.0691 Q1336.26 67.2693 1341.28 67.2693 Q1347.32 67.2693 1350.8 63.421 Q1354.33 59.5726 1354.33 52.9291 L1354.33 27.2059 L1361.78 27.2059 L1361.78 72.576 L1354.33 72.576 L1354.33 65.6084 Q1351.61 69.7404 1348.01 71.7658 Q1344.44 73.7508 1339.7 73.7508 Q1331.88 73.7508 1327.83 68.8897 Q1323.78 64.0286 1323.78 54.671 M1342.54 26.1121 L1342.54 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1407.31 45.1919 L1407.31 72.576 L1399.86 72.576 L1399.86 45.4349 Q1399.86 38.994 1397.35 35.7938 Q1394.84 32.5936 1389.81 32.5936 Q1383.78 32.5936 1380.29 36.4419 Q1376.81 40.2903 1376.81 46.9338 L1376.81 72.576 L1369.31 72.576 L1369.31 27.2059 L1376.81 27.2059 L1376.81 34.2544 Q1379.48 30.163 1383.09 28.1376 Q1386.73 26.1121 1391.47 26.1121 Q1399.29 26.1121 1403.3 30.9732 Q1407.31 35.7938 1407.31 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1447.78 28.9478 L1447.78 35.9153 Q1444.62 34.1734 1441.42 33.3227 Q1438.26 32.4315 1435.02 32.4315 Q1427.77 32.4315 1423.76 37.0496 Q1419.75 41.6271 1419.75 49.9314 Q1419.75 58.2358 1423.76 62.8538 Q1427.77 67.4314 1435.02 67.4314 Q1438.26 67.4314 1441.42 66.5807 Q1444.62 65.6895 1447.78 63.9476 L1447.78 70.8341 Q1444.66 72.2924 1441.3 73.0216 Q1437.98 73.7508 1434.21 73.7508 Q1423.96 73.7508 1417.93 67.3098 Q1411.89 60.8689 1411.89 49.9314 Q1411.89 38.832 1417.97 32.472 Q1424.08 26.1121 1434.7 26.1121 Q1438.14 26.1121 1441.42 26.8413 Q1444.7 27.5299 1447.78 28.9478 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1462.97 14.324 L1462.97 27.2059 L1478.32 27.2059 L1478.32 32.9987 L1462.97 32.9987 L1462.97 57.6282 Q1462.97 63.1779 1464.47 64.7578 Q1466.01 66.3376 1470.67 66.3376 L1478.32 66.3376 L1478.32 72.576 L1470.67 72.576 Q1462.04 72.576 1458.76 69.3758 Q1455.48 66.1351 1455.48 57.6282 L1455.48 32.9987 L1450.01 32.9987 L1450.01 27.2059 L1455.48 27.2059 L1455.48 14.324 L1462.97 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1486.14 27.2059 L1493.6 27.2059 L1493.6 72.576 L1486.14 72.576 L1486.14 27.2059 M1486.14 9.54393 L1493.6 9.54393 L1493.6 18.9825 L1486.14 18.9825 L1486.14 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1519 32.4315 Q1513 32.4315 1509.52 37.1306 Q1506.03 41.7891 1506.03 49.9314 Q1506.03 58.0738 1509.48 62.7728 Q1512.96 67.4314 1519 67.4314 Q1524.95 67.4314 1528.43 62.7323 Q1531.92 58.0333 1531.92 49.9314 Q1531.92 41.8701 1528.43 37.1711 Q1524.95 32.4315 1519 32.4315 M1519 26.1121 Q1528.72 26.1121 1534.27 32.4315 Q1539.82 38.7509 1539.82 49.9314 Q1539.82 61.0714 1534.27 67.4314 Q1528.72 73.7508 1519 73.7508 Q1509.23 73.7508 1503.68 67.4314 Q1498.17 61.0714 1498.17 49.9314 Q1498.17 38.7509 1503.68 32.4315 Q1509.23 26.1121 1519 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1585.35 45.1919 L1585.35 72.576 L1577.9 72.576 L1577.9 45.4349 Q1577.9 38.994 1575.38 35.7938 Q1572.87 32.5936 1567.85 32.5936 Q1561.81 32.5936 1558.33 36.4419 Q1554.85 40.2903 1554.85 46.9338 L1554.85 72.576 L1547.35 72.576 L1547.35 27.2059 L1554.85 27.2059 L1554.85 34.2544 Q1557.52 30.163 1561.12 28.1376 Q1564.77 26.1121 1569.51 26.1121 Q1577.33 26.1121 1581.34 30.9732 Q1585.35 35.7938 1585.35 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip202)\" style=\"stroke:#130a34; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  322.193,1106.38 320.253,1105.46 306.029,1098.26 300.09,1095.15 291.06,1090.13 279.928,1083.73 277.094,1082.01 264.204,1073.89 259.766,1070.98 252.199,1065.76 \n",
       "  240.876,1057.64 239.603,1056.69 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#130a34; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  973.494,1106.38 985.611,1100.43 989.779,1098.26 1004.84,1090.13 1005.77,1089.61 1018.63,1082.01 1025.94,1077.53 1031.56,1073.89 1043.65,1065.76 1046.1,1064.05 \n",
       "  1054.81,1057.64 1065.41,1049.52 1066.26,1048.84 1075.12,1041.39 1084.37,1033.27 1086.42,1031.38 1092.89,1025.15 1100.91,1017.02 1106.59,1010.97 1108.44,1008.9 \n",
       "  1115.34,1000.78 1121.85,992.655 1126.75,986.151 1127.92,984.532 1133.41,976.409 1138.54,968.285 1143.29,960.162 1146.91,953.439 1147.64,952.039 1151.48,943.916 \n",
       "  1154.97,935.793 1158.1,927.669 1160.87,919.546 1163.29,911.423 1165.35,903.3 1167.05,895.177 1167.07,895.024 1168.34,887.053 1169.29,878.93 1169.89,870.807 \n",
       "  1170.15,862.684 1170.06,854.561 1169.63,846.437 1168.86,838.314 1167.74,830.191 1167.07,826.503 1166.24,822.068 1164.36,813.944 1162.13,805.821 1159.53,797.698 \n",
       "  1156.58,789.575 1153.27,781.452 1149.6,773.328 1146.91,767.895 1145.52,765.205 1140.96,757.082 1136.02,748.959 1130.71,740.836 1126.75,735.168 1124.96,732.712 \n",
       "  1118.64,724.589 1111.94,716.466 1106.59,710.336 1104.77,708.343 1096.95,700.22 1088.73,692.096 1086.42,689.927 1079.8,683.973 1070.34,675.85 1066.26,672.498 \n",
       "  1060.17,667.727 1049.35,659.604 1046.1,657.261 1037.66,651.48 1025.94,643.747 1025.31,643.357 1011.82,635.234 1005.77,631.722 997.374,627.111 985.611,620.874 \n",
       "  981.835,618.988 965.449,611.074 964.987,610.864 946.472,602.741 945.286,602.237 926.107,594.618 925.124,594.239 904.962,587.016 903.389,586.495 884.799,580.517 \n",
       "  877.534,578.372 864.637,574.671 847.719,570.248 844.475,569.423 824.312,564.798 811.25,562.125 804.15,560.711 783.987,557.183 763.825,554.142 762.721,554.002 \n",
       "  743.663,551.65 723.5,549.636 703.338,548.096 683.176,547.03 663.013,546.437 642.851,546.319 622.688,546.674 602.526,547.503 582.364,548.807 562.201,550.584 \n",
       "  542.039,552.835 533.404,554.002 521.876,555.602 501.714,558.887 484.4,562.125 481.552,562.673 461.389,567.048 448.155,570.248 441.227,571.971 421.065,577.499 \n",
       "  418.154,578.372 400.902,583.693 392.53,586.495 380.74,590.559 369.824,594.618 360.577,598.162 349.442,602.741 340.415,606.572 330.941,610.864 320.253,615.868 \n",
       "  313.986,618.988 300.09,626.142 298.314,627.111 283.934,635.234 279.928,637.58 270.589,643.357 259.766,650.308 258.032,651.48 246.481,659.604 239.603,664.639 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#240b4e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,564.297 244.038,562.125 259.766,554.628 261.149,554.002 279.581,545.879 279.928,545.73 299.541,537.756 300.09,537.538 320.253,529.994 321.281,529.632 \n",
       "  340.415,523.064 345.252,521.509 360.577,516.699 371.901,513.386 380.74,510.859 400.902,505.516 401.938,505.263 421.065,500.697 437.35,497.14 441.227,496.311 \n",
       "  461.389,492.406 480.885,489.016 481.552,488.903 501.714,485.865 521.876,483.22 542.039,480.966 542.83,480.893 562.201,479.142 582.364,477.704 602.526,476.649 \n",
       "  622.688,475.977 642.851,475.69 663.013,475.785 683.176,476.265 703.338,477.128 723.5,478.375 743.663,480.006 752.548,480.893 763.825,482.044 783.987,484.494 \n",
       "  804.15,487.335 814.633,489.016 824.312,490.603 844.475,494.308 858.376,497.14 864.637,498.443 884.799,503.052 893.682,505.263 904.962,508.135 924.025,513.386 \n",
       "  925.124,513.696 945.286,519.81 950.524,521.509 965.449,526.47 974.378,529.632 985.611,533.71 996.111,537.756 1005.77,541.573 1016.07,545.879 1025.94,550.11 \n",
       "  1034.54,554.002 1046.1,559.373 1051.73,562.125 1066.26,569.423 1067.83,570.248 1082.81,578.372 1086.42,580.384 1096.88,586.495 1106.59,592.331 1110.22,594.618 \n",
       "  1122.76,602.741 1126.75,605.411 1134.56,610.864 1145.84,618.988 1146.91,619.789 1156.34,627.111 1166.45,635.234 1167.07,635.75 1175.86,643.357 1184.89,651.48 \n",
       "  1187.24,653.671 1193.35,659.604 1201.39,667.727 1207.4,674.057 1209.04,675.85 1216.16,683.973 1222.95,692.096 1227.56,697.876 1229.36,700.22 1235.31,708.343 \n",
       "  1240.95,716.466 1246.28,724.589 1247.72,726.929 1251.18,732.712 1255.73,740.836 1259.99,748.959 1263.95,757.082 1267.61,765.205 1267.88,765.879 1270.87,773.328 \n",
       "  1273.83,781.452 1276.51,789.575 1278.89,797.698 1280.99,805.821 1282.79,813.944 1284.31,822.068 1285.54,830.191 1286.48,838.314 1287.13,846.437 1287.49,854.561 \n",
       "  1287.56,862.684 1287.35,870.807 1286.84,878.93 1286.05,887.053 1284.96,895.177 1283.59,903.3 1281.93,911.423 1279.97,919.546 1277.73,927.669 1275.2,935.793 \n",
       "  1272.39,943.916 1269.28,952.039 1267.88,955.369 1265.81,960.162 1262.01,968.285 1257.9,976.409 1253.49,984.532 1248.79,992.655 1247.72,994.386 1243.65,1000.78 \n",
       "  1238.17,1008.9 1232.38,1017.02 1227.56,1023.44 1226.23,1025.15 1219.59,1033.27 1212.64,1041.39 1207.4,1047.24 1205.29,1049.52 1197.41,1057.64 1189.2,1065.76 \n",
       "  1187.24,1067.64 1180.42,1073.89 1171.21,1082.01 1167.07,1085.53 1161.44,1090.13 1151.16,1098.26 1146.91,1101.5 1140.25,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#390962; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1263.38,1106.38 1267.88,1102.26 1272.12,1098.26 1280.43,1090.13 1288.05,1082.43 1288.44,1082.01 1295.94,1073.89 1303.15,1065.76 1308.21,1059.84 1310.03,1057.64 \n",
       "  1316.48,1049.52 1322.67,1041.39 1328.37,1033.55 1328.57,1033.27 1334.05,1025.15 1339.26,1017.02 1344.2,1008.9 1348.53,1001.39 1348.87,1000.78 1353.17,992.655 \n",
       "  1357.2,984.532 1360.99,976.409 1364.51,968.285 1367.78,960.162 1368.7,957.684 1370.73,952.039 1373.41,943.916 1375.84,935.793 1378.02,927.669 1379.95,919.546 \n",
       "  1381.64,911.423 1383.07,903.3 1384.25,895.177 1385.19,887.053 1385.87,878.93 1386.31,870.807 1386.5,862.684 1386.43,854.561 1386.12,846.437 1385.56,838.314 \n",
       "  1384.75,830.191 1383.69,822.068 1382.38,813.944 1380.83,805.821 1379.02,797.698 1376.96,789.575 1374.66,781.452 1372.1,773.328 1369.3,765.205 1368.7,763.603 \n",
       "  1366.18,757.082 1362.78,748.959 1359.13,740.836 1355.22,732.712 1351.05,724.589 1348.53,719.962 1346.58,716.466 1341.76,708.343 1336.68,700.22 1331.34,692.096 \n",
       "  1328.37,687.794 1325.66,683.973 1319.61,675.85 1313.29,667.727 1308.21,661.461 1306.66,659.604 1299.58,651.48 1292.23,643.357 1288.05,638.909 1284.48,635.234 \n",
       "  1276.31,627.111 1267.88,619.014 1267.86,618.988 1258.82,610.864 1249.49,602.741 1247.72,601.253 1239.59,594.618 1229.31,586.495 1227.56,585.147 1218.42,578.372 \n",
       "  1207.4,570.428 1207.14,570.248 1195.12,562.125 1187.24,556.939 1182.6,554.002 1169.43,545.879 1167.07,544.459 1155.48,537.756 1146.91,532.921 1140.84,529.632 \n",
       "  1126.75,522.185 1125.41,521.509 1109,513.386 1106.59,512.221 1091.54,505.263 1086.42,502.949 1072.97,497.14 1066.26,494.308 1053.11,489.016 1046.1,486.257 \n",
       "  1031.76,480.893 1025.94,478.758 1008.69,472.77 1005.77,471.778 985.611,465.297 983.463,464.647 965.449,459.303 955.465,456.524 945.286,453.746 925.124,448.606 \n",
       "  924.257,448.4 904.962,443.915 888.031,440.277 884.799,439.596 864.637,435.693 844.571,432.154 844.475,432.137 824.312,428.988 804.15,426.18 786.592,424.031 \n",
       "  783.987,423.718 763.825,421.629 743.663,419.875 723.5,418.455 703.338,417.369 683.176,416.617 663.013,416.2 642.851,416.116 622.688,416.367 602.526,416.951 \n",
       "  582.364,417.87 562.201,419.123 542.039,420.711 521.876,422.632 509.372,424.031 501.714,424.903 481.552,427.542 461.389,430.52 451.465,432.154 441.227,433.872 \n",
       "  421.065,437.601 407.828,440.277 400.902,441.705 380.74,446.214 371.678,448.4 360.577,451.131 340.415,456.452 340.161,456.524 320.253,462.248 312.406,464.647 \n",
       "  300.09,468.491 287.152,472.77 279.928,475.21 263.998,480.893 259.766,482.436 242.625,489.016 239.603,490.202 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#4b0c6b; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,428.648 253.449,424.031 259.766,421.963 279.254,415.907 279.928,415.702 300.09,409.878 307.773,407.784 320.253,404.443 339.25,399.661 340.415,399.373 \n",
       "  360.577,394.703 375.233,391.538 380.74,390.369 400.902,386.402 417.372,383.415 421.065,382.756 441.227,379.467 461.389,376.484 470.375,375.291 481.552,373.832 \n",
       "  501.714,371.5 521.876,369.47 542.039,367.74 550.099,367.168 562.201,366.324 582.364,365.215 602.526,364.401 622.688,363.883 642.851,363.661 663.013,363.735 \n",
       "  683.176,364.105 703.338,364.771 723.5,365.733 743.663,366.99 745.971,367.168 763.825,368.567 783.987,370.447 804.15,372.629 824.312,375.111 825.621,375.291 \n",
       "  844.475,377.938 864.637,381.074 878.351,383.415 884.799,384.534 904.962,388.346 920.567,391.538 925.124,392.486 945.286,396.998 956.406,399.661 965.449,401.865 \n",
       "  985.611,407.102 988.086,407.784 1005.77,412.749 1016.41,415.907 1025.94,418.789 1042.37,424.031 1046.1,425.244 1066.26,432.137 1066.31,432.154 1086.42,439.509 \n",
       "  1088.43,440.277 1106.59,447.364 1109.13,448.4 1126.75,455.73 1128.58,456.524 1146.91,464.64 1146.93,464.647 1164.19,472.77 1167.07,474.154 1180.56,480.893 \n",
       "  1187.24,484.297 1196.14,489.016 1207.4,495.109 1211.01,497.14 1225.17,505.263 1227.56,506.668 1238.61,513.386 1247.72,519.058 1251.53,521.509 1263.85,529.632 \n",
       "  1267.88,532.358 1275.62,537.756 1286.97,545.879 1288.05,546.673 1297.72,554.002 1308.15,562.125 1308.21,562.171 1318,570.248 1327.58,578.372 1328.37,579.06 \n",
       "  1336.64,586.495 1345.41,594.618 1348.53,597.599 1353.77,602.741 1361.78,610.864 1368.7,618.114 1369.51,618.988 1376.8,627.111 1383.84,635.234 1388.86,641.237 \n",
       "  1390.58,643.357 1396.95,651.48 1403.08,659.604 1408.96,667.727 1409.02,667.818 1414.45,675.85 1419.71,683.973 1424.73,692.096 1429.18,699.665 1429.5,700.22 \n",
       "  1433.93,708.343 1438.13,716.466 1442.11,724.589 1445.85,732.712 1449.35,740.812 1449.36,740.836 1452.55,748.959 1455.53,757.082 1458.28,765.205 1460.8,773.328 \n",
       "  1463.11,781.452 1465.18,789.575 1467.03,797.698 1468.66,805.821 1469.51,810.726 1470.05,813.944 1471.2,822.068 1472.13,830.191 1472.84,838.314 1473.34,846.437 \n",
       "  1473.61,854.561 1473.66,862.684 1473.5,870.807 1473.12,878.93 1472.51,887.053 1471.69,895.177 1470.65,903.3 1469.51,910.684 1469.39,911.423 1467.88,919.546 \n",
       "  1466.14,927.669 1464.17,935.793 1461.98,943.916 1459.57,952.039 1456.93,960.162 1454.07,968.285 1450.98,976.409 1449.35,980.426 1447.63,984.532 1444,992.655 \n",
       "  1440.15,1000.78 1436.06,1008.9 1431.75,1017.02 1429.18,1021.6 1427.15,1025.15 1422.25,1033.27 1417.11,1041.39 1411.73,1049.52 1409.02,1053.45 1406.05,1057.64 \n",
       "  1400.04,1065.76 1393.8,1073.89 1388.86,1080.07 1387.27,1082.01 1380.35,1090.13 1373.18,1098.26 1368.7,1103.17 1365.69,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#5f126e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1455.1,1106.38 1461.78,1098.26 1468.23,1090.13 1469.51,1088.47 1474.34,1082.01 1480.2,1073.89 1485.84,1065.76 1489.67,1060.03 1491.22,1057.64 1496.3,1049.52 \n",
       "  1501.17,1041.39 1505.82,1033.27 1509.83,1025.92 1510.25,1025.15 1514.37,1017.02 1518.29,1008.9 1522,1000.78 1525.5,992.655 1528.79,984.532 1530,981.349 \n",
       "  1531.83,976.409 1534.63,968.285 1537.24,960.162 1539.64,952.039 1541.83,943.916 1543.82,935.793 1545.61,927.669 1547.19,919.546 1548.57,911.423 1549.74,903.3 \n",
       "  1550.16,899.838 1550.7,895.177 1551.45,887.053 1552,878.93 1552.35,870.807 1552.5,862.684 1552.45,854.561 1552.2,846.437 1551.75,838.314 1551.1,830.191 \n",
       "  1550.25,822.068 1550.16,821.331 1549.18,813.944 1547.91,805.821 1546.43,797.698 1544.74,789.575 1542.85,781.452 1540.76,773.328 1538.46,765.205 1535.96,757.082 \n",
       "  1533.26,748.959 1530.35,740.836 1530,739.919 1527.17,732.712 1523.77,724.589 1520.17,716.466 1516.36,708.343 1512.34,700.22 1509.83,695.412 1508.07,692.096 \n",
       "  1503.52,683.973 1498.76,675.85 1493.79,667.727 1489.67,661.273 1488.58,659.604 1483.05,651.48 1477.3,643.357 1471.33,635.234 1469.51,632.843 1465.03,627.111 \n",
       "  1458.47,618.988 1451.68,610.864 1449.35,608.165 1444.54,602.741 1437.12,594.618 1429.46,586.495 1429.18,586.205 1421.38,578.372 1413.06,570.248 1409.02,566.422 \n",
       "  1404.37,562.125 1395.34,554.002 1388.86,548.331 1385.98,545.879 1376.2,537.756 1368.7,531.682 1366.09,529.632 1355.52,521.509 1348.53,516.269 1344.58,513.386 \n",
       "  1333.17,505.263 1328.37,501.924 1321.29,497.14 1308.99,489.016 1308.21,488.51 1296.06,480.893 1288.05,475.976 1282.65,472.77 1268.7,464.647 1267.88,464.179 \n",
       "  1254.02,456.524 1247.72,453.115 1238.71,448.4 1227.56,442.677 1222.72,440.277 1207.4,432.83 1205.96,432.154 1188.3,424.031 1187.24,423.55 1169.67,415.907 \n",
       "  1167.07,414.799 1150,407.784 1146.91,406.538 1129.17,399.661 1126.75,398.739 1107.02,391.538 1106.59,391.38 1086.42,384.456 1083.25,383.415 1066.26,377.937 \n",
       "  1057.65,375.291 1046.1,371.801 1029.97,367.168 1025.94,366.028 1005.77,360.627 999.525,359.045 985.611,355.579 965.769,350.922 965.449,350.848 945.286,346.477 \n",
       "  927.125,342.799 925.124,342.4 904.962,338.661 884.799,335.205 881.434,334.675 864.637,332.072 844.475,329.224 824.312,326.654 823.413,326.552 804.15,324.396 \n",
       "  783.987,322.412 763.825,320.702 743.663,319.265 729.164,318.429 723.5,318.107 703.338,317.231 683.176,316.625 663.013,316.288 642.851,316.22 622.688,316.423 \n",
       "  602.526,316.894 582.364,317.635 566.535,318.429 562.201,318.65 542.039,319.949 521.876,321.523 501.714,323.369 481.552,325.49 472.606,326.552 461.389,327.905 \n",
       "  441.227,330.613 421.065,333.6 414.42,334.675 400.902,336.898 380.74,340.495 368.768,342.799 360.577,344.399 340.415,348.627 330.163,350.922 320.253,353.176 \n",
       "  300.09,358.054 296.224,359.045 279.928,363.291 265.839,367.168 259.766,368.868 239.603,374.81 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#72196d; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,326.379 259.766,320.975 269.772,318.429 279.928,315.883 300.09,311.099 303.631,310.306 320.253,306.638 340.415,302.455 341.818,302.183 360.577,298.59 \n",
       "  380.74,294.991 386.368,294.059 400.902,291.688 421.065,288.656 440.832,285.936 441.227,285.883 461.389,283.402 481.552,281.176 501.714,279.204 518.049,277.813 \n",
       "  521.876,277.492 542.039,276.049 562.201,274.857 582.364,273.916 602.526,273.226 622.688,272.787 642.851,272.599 663.013,272.662 683.176,272.975 703.338,273.54 \n",
       "  723.5,274.355 743.663,275.422 763.825,276.739 777.637,277.813 783.987,278.314 804.15,280.158 824.312,282.257 844.475,284.611 854.724,285.936 864.637,287.237 \n",
       "  884.799,290.14 904.962,293.3 909.437,294.059 925.124,296.758 945.286,300.488 953.846,302.183 965.449,304.514 985.611,308.83 992.108,310.306 1005.77,313.457 \n",
       "  1025.94,318.377 1026.14,318.429 1046.1,323.643 1056.69,326.552 1066.26,329.224 1084.88,334.675 1086.42,335.134 1106.59,341.412 1110.85,342.799 1126.75,348.053 \n",
       "  1135.07,350.922 1146.91,355.069 1157.81,359.045 1167.07,362.477 1179.25,367.168 1187.24,370.296 1199.52,375.291 1207.4,378.549 1218.75,383.415 1227.56,387.257 \n",
       "  1237.04,391.538 1247.72,396.443 1254.5,399.661 1267.88,406.135 1271.19,407.784 1287.16,415.907 1288.05,416.366 1302.39,424.031 1308.21,427.2 1317.03,432.154 \n",
       "  1328.37,438.641 1331.15,440.277 1344.67,448.4 1348.53,450.769 1357.66,456.524 1368.7,463.627 1370.24,464.647 1382.26,472.77 1388.86,477.319 1393.9,480.893 \n",
       "  1405.12,489.016 1409.02,491.904 1415.91,497.14 1426.36,505.263 1429.18,507.505 1436.39,513.386 1446.12,521.509 1449.35,524.271 1455.46,529.632 1464.49,537.756 \n",
       "  1469.51,542.38 1473.21,545.879 1481.59,554.002 1489.67,562.048 1489.75,562.125 1497.5,570.248 1505.04,578.372 1509.83,583.691 1512.3,586.495 1519.25,594.618 \n",
       "  1525.99,602.741 1530,607.73 1532.46,610.864 1538.63,618.988 1544.61,627.111 1550.16,634.928 1550.37,635.234 1555.81,643.357 1561.05,651.48 1566.09,659.604 \n",
       "  1570.32,666.692 1570.92,667.727 1575.47,675.85 1579.81,683.973 1583.96,692.096 1587.92,700.22 1590.48,705.756 1591.65,708.343 1595.14,716.466 1598.44,724.589 \n",
       "  1601.55,732.712 1604.47,740.836 1607.19,748.959 1609.73,757.082 1610.64,760.27 1612.04,765.205 1614.15,773.328 1616.06,781.452 1617.8,789.575 1619.34,797.698 \n",
       "  1620.7,805.821 1621.87,813.944 1622.85,822.068 1623.65,830.191 1624.26,838.314 1624.68,846.437 1624.91,854.561 1624.96,862.684 1624.82,870.807 1624.49,878.93 \n",
       "  1623.98,887.053 1623.27,895.177 1622.38,903.3 1621.31,911.423 1620.04,919.546 1618.59,927.669 1616.95,935.793 1615.13,943.916 1613.12,952.039 1610.91,960.162 \n",
       "  1610.64,961.081 1608.48,968.285 1605.85,976.409 1603.03,984.532 1600.02,992.655 1596.82,1000.78 1593.42,1008.9 1590.48,1015.57 1589.82,1017.02 1585.97,1025.15 \n",
       "  1581.91,1033.27 1577.66,1041.39 1573.22,1049.52 1570.32,1054.59 1568.54,1057.64 1563.6,1065.76 1558.46,1073.89 1553.12,1082.01 1550.16,1086.35 1547.52,1090.13 \n",
       "  1541.65,1098.26 1535.57,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#83206b; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1609.36,1106.38 1610.64,1104.55 1614.96,1098.26 1620.34,1090.13 1625.54,1082.01 1630.55,1073.89 1630.81,1073.45 1635.28,1065.76 1639.82,1057.64 1644.17,1049.52 \n",
       "  1648.35,1041.39 1650.97,1036.06 1652.31,1033.27 1656.04,1025.15 1659.59,1017.02 1662.96,1008.9 1666.16,1000.78 1669.17,992.655 1671.13,987.02 1671.98,984.532 \n",
       "  1674.58,976.409 1677.01,968.285 1679.25,960.162 1681.33,952.039 1683.22,943.916 1684.94,935.793 1686.48,927.669 1687.85,919.546 1689.04,911.423 1690.05,903.3 \n",
       "  1690.89,895.177 1691.29,890.213 1691.55,887.053 1692.02,878.93 1692.32,870.807 1692.45,862.684 1692.41,854.561 1692.2,846.437 1691.81,838.314 1691.29,830.919 \n",
       "  1691.24,830.191 1690.49,822.068 1689.57,813.944 1688.47,805.821 1687.19,797.698 1685.73,789.575 1684.1,781.452 1682.3,773.328 1680.31,765.205 1678.15,757.082 \n",
       "  1675.82,748.959 1673.3,740.836 1671.13,734.271 1670.61,732.712 1667.68,724.589 1664.58,716.466 1661.3,708.343 1657.84,700.22 1654.2,692.096 1650.97,685.232 \n",
       "  1650.37,683.973 1646.28,675.85 1642.02,667.727 1637.57,659.604 1632.94,651.48 1630.81,647.888 1628.07,643.357 1622.96,635.234 1617.67,627.111 1612.2,618.988 \n",
       "  1610.64,616.764 1606.44,610.864 1600.47,602.741 1594.3,594.618 1590.48,589.739 1587.89,586.495 1581.2,578.372 1574.31,570.248 1570.32,565.671 1567.16,562.125 \n",
       "  1559.72,554.002 1552.09,545.879 1550.16,543.881 1544.11,537.756 1535.9,529.632 1530,523.941 1527.42,521.509 1518.59,513.386 1509.83,505.514 1509.55,505.263 \n",
       "  1500.08,497.14 1490.41,489.016 1489.67,488.411 1480.29,480.893 1469.95,472.77 1469.51,472.434 1459.12,464.647 1449.35,457.462 1448.04,456.524 1436.47,448.4 \n",
       "  1429.18,443.384 1424.55,440.277 1412.21,432.154 1409.02,430.094 1399.38,424.031 1388.86,417.535 1386.15,415.907 1372.38,407.784 1368.7,405.651 1358.06,399.661 \n",
       "  1348.53,394.385 1343.24,391.538 1328.37,383.678 1327.86,383.415 1311.76,375.291 1308.21,373.531 1294.99,367.168 1288.05,363.882 1277.5,359.045 1267.88,354.705 \n",
       "  1259.23,350.922 1247.72,345.975 1240.08,342.799 1227.56,337.673 1219.98,334.675 1207.4,329.779 1198.8,326.552 1187.24,322.275 1176.44,318.429 1167.07,315.142 \n",
       "  1152.75,310.306 1146.91,308.365 1127.56,302.183 1126.75,301.928 1106.59,295.842 1100.42,294.059 1086.42,290.075 1071.21,285.936 1066.26,284.61 1046.1,279.459 \n",
       "  1039.32,277.813 1025.94,274.606 1005.77,270.027 1004.2,269.69 985.611,265.754 965.449,261.732 964.563,261.567 945.286,258.007 925.124,254.528 918.363,253.443 \n",
       "  904.962,251.322 884.799,248.371 864.637,245.661 861.854,245.32 844.475,243.22 824.312,241.021 804.15,239.059 783.987,237.336 782.103,237.197 763.825,235.867 \n",
       "  743.663,234.636 723.5,233.638 703.338,232.876 683.176,232.348 663.013,232.054 642.851,231.996 622.688,232.172 602.526,232.582 582.364,233.228 562.201,234.108 \n",
       "  542.039,235.222 521.876,236.571 513.914,237.197 501.714,238.168 481.552,240.01 461.389,242.091 441.227,244.408 434.034,245.32 421.065,246.986 400.902,249.816 \n",
       "  380.74,252.888 377.357,253.443 360.577,256.237 340.415,259.838 331.352,261.567 320.253,263.712 300.09,267.857 291.679,269.69 279.928,272.285 259.766,276.99 \n",
       "  256.415,277.813 239.603,282.003 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#962666; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,240.783 255.002,237.197 259.766,236.102 279.928,231.702 292.651,229.074 300.09,227.557 320.253,223.676 335.316,220.951 340.415,220.04 360.577,216.666 \n",
       "  380.74,213.521 385.533,212.827 400.902,210.632 421.065,207.978 441.227,205.55 448.967,204.704 461.389,203.364 481.552,201.412 501.714,199.683 521.876,198.177 \n",
       "  542.039,196.894 547.994,196.581 562.201,195.843 582.364,195.017 602.526,194.411 622.688,194.025 642.851,193.86 663.013,193.915 683.176,194.19 703.338,194.686 \n",
       "  723.5,195.403 743.663,196.339 747.875,196.581 763.825,197.508 783.987,198.902 804.15,200.519 824.312,202.36 844.475,204.424 846.947,204.704 864.637,206.736 \n",
       "  884.799,209.277 904.962,212.044 910.241,212.827 925.124,215.065 945.286,218.324 960.468,220.951 965.449,221.823 985.611,225.588 1003.2,229.074 1005.77,229.59 \n",
       "  1025.94,233.873 1040.77,237.197 1046.1,238.405 1066.26,243.22 1074.64,245.32 1086.42,248.311 1105.73,253.443 1106.59,253.673 1126.75,259.35 1134.3,261.567 \n",
       "  1146.91,265.321 1161.01,269.69 1167.07,271.595 1186.11,277.813 1187.24,278.186 1207.4,285.119 1209.69,285.936 1227.56,292.397 1232,294.059 1247.72,300.03 \n",
       "  1253.2,302.183 1267.88,308.032 1273.41,310.306 1288.05,316.422 1292.7,318.429 1308.21,325.216 1311.17,326.552 1328.37,334.432 1328.89,334.675 1345.84,342.799 \n",
       "  1348.53,344.112 1362.12,350.922 1368.7,354.268 1377.82,359.045 1388.86,364.918 1392.97,367.168 1407.59,375.291 1409.02,376.101 1421.62,383.415 1429.18,387.879 \n",
       "  1435.22,391.538 1448.4,399.661 1449.35,400.253 1461.05,407.784 1469.51,413.322 1473.36,415.907 1485.24,424.031 1489.67,427.115 1496.73,432.154 1507.91,440.277 \n",
       "  1509.83,441.703 1518.66,448.4 1529.16,456.524 1530,457.185 1539.23,464.647 1549.08,472.77 1550.16,473.674 1558.54,480.893 1567.78,489.016 1570.32,491.302 \n",
       "  1576.67,497.14 1585.32,505.263 1590.48,510.229 1593.7,513.386 1601.78,521.509 1609.66,529.632 1610.64,530.668 1617.22,537.756 1624.57,545.879 1630.81,552.951 \n",
       "  1631.72,554.002 1638.55,562.125 1645.2,570.248 1650.97,577.497 1651.65,578.372 1657.81,586.495 1663.79,594.618 1669.59,602.741 1671.13,604.973 1675.13,610.864 \n",
       "  1680.46,618.988 1685.62,627.111 1690.6,635.234 1691.29,636.412 1695.32,643.357 1699.86,651.48 1704.23,659.604 1708.42,667.727 1711.46,673.858 1712.42,675.85 \n",
       "  1716.2,683.973 1719.81,692.096 1723.24,700.22 1726.51,708.343 1729.6,716.466 1731.62,722.059 1732.51,724.589 1735.22,732.712 1737.76,740.836 1740.13,748.959 \n",
       "  1742.34,757.082 1744.38,765.205 1746.25,773.328 1747.96,781.452 1749.5,789.575 1750.88,797.698 1751.78,803.791 1752.08,805.821 1753.1,813.944 1753.96,822.068 \n",
       "  1754.65,830.191 1755.19,838.314 1755.55,846.437 1755.76,854.561 1755.8,862.684 1755.68,870.807 1755.39,878.93 1754.94,887.053 1754.33,895.177 1753.55,903.3 \n",
       "  1752.61,911.423 1751.78,917.515 1751.5,919.546 1750.21,927.669 1748.75,935.793 1747.13,943.916 1745.34,952.039 1743.38,960.162 1741.26,968.285 1738.97,976.409 \n",
       "  1736.51,984.532 1733.89,992.655 1731.62,999.261 1731.09,1000.78 1728.08,1008.9 1724.9,1017.02 1721.54,1025.15 1718.02,1033.27 1714.33,1041.39 1711.46,1047.45 \n",
       "  1710.45,1049.52 1706.35,1057.64 1702.07,1065.76 1697.61,1073.89 1692.99,1082.01 1691.29,1084.88 1688.13,1090.13 1683.06,1098.26 1677.82,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#a72d5f; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1742.02,1106.38 1746.98,1098.26 1751.77,1090.13 1751.78,1090.1 1756.3,1082.01 1760.68,1073.89 1764.89,1065.76 1768.94,1057.64 1771.94,1051.35 1772.8,1049.52 \n",
       "  1776.46,1041.39 1779.95,1033.27 1783.29,1025.15 1786.46,1017.02 1789.47,1008.9 1792.11,1001.39 1792.32,1000.78 1794.96,992.655 1797.45,984.532 1799.77,976.409 \n",
       "  1801.94,968.285 1803.96,960.162 1805.81,952.039 1807.51,943.916 1809.05,935.793 1810.43,927.669 1811.65,919.546 1812.27,914.832 1812.71,911.423 1813.6,903.3 \n",
       "  1814.34,895.177 1814.92,887.053 1815.35,878.93 1815.62,870.807 1815.73,862.684 1815.69,854.561 1815.5,846.437 1815.15,838.314 1814.65,830.191 1813.99,822.068 \n",
       "  1813.17,813.944 1812.27,806.364 1812.2,805.821 1811.06,797.698 1809.76,789.575 1808.3,781.452 1806.68,773.328 1804.9,765.205 1802.97,757.082 1800.88,748.959 \n",
       "  1798.63,740.836 1796.22,732.712 1793.66,724.589 1792.11,719.957 1790.92,716.466 1787.98,708.343 1784.89,700.22 1781.64,692.096 1778.23,683.973 1774.65,675.85 \n",
       "  1771.94,669.959 1770.9,667.727 1766.93,659.604 1762.8,651.48 1758.51,643.357 1754.06,635.234 1751.78,631.237 1749.39,627.111 1744.52,618.988 1739.48,610.864 \n",
       "  1734.28,602.741 1731.62,598.721 1728.86,594.618 1723.21,586.495 1717.4,578.372 1711.46,570.297 1711.42,570.248 1705.15,562.125 1698.71,554.002 1692.1,545.879 \n",
       "  1691.29,544.919 1685.19,537.756 1678.1,529.632 1671.13,521.853 1670.82,521.509 1663.22,513.386 1655.44,505.263 1650.97,500.694 1647.42,497.14 1639.12,489.016 \n",
       "  1630.81,481.062 1630.63,480.893 1621.78,472.77 1612.74,464.647 1610.64,462.798 1603.37,456.524 1593.76,448.4 1590.48,445.682 1583.82,440.277 1573.61,432.154 \n",
       "  1570.32,429.582 1563.05,424.031 1552.22,415.907 1550.16,414.388 1540.99,407.784 1530,400.011 1529.49,399.661 1517.53,391.538 1509.83,386.4 1505.25,383.415 \n",
       "  1492.58,375.291 1489.67,373.455 1479.46,367.168 1469.51,361.144 1465.96,359.045 1451.98,350.922 1449.35,349.414 1437.49,342.799 1429.18,338.237 1422.53,334.675 \n",
       "  1409.02,327.556 1407.06,326.552 1391,318.429 1388.86,317.365 1374.29,310.306 1368.7,307.634 1356.96,302.183 1348.53,298.328 1338.93,294.059 1328.37,289.429 \n",
       "  1320.16,285.936 1308.21,280.921 1300.57,277.813 1288.05,272.787 1280.08,269.69 1267.88,265.011 1258.61,261.567 1247.72,257.579 1236.04,253.443 1227.56,250.478 \n",
       "  1212.28,245.32 1207.4,243.695 1187.24,237.217 1187.17,237.197 1167.07,231.057 1160.32,229.074 1146.91,225.182 1131.72,220.951 1126.75,219.582 1106.59,214.264 \n",
       "  1100.89,212.827 1086.42,209.22 1067.45,204.704 1066.26,204.424 1046.1,199.906 1030.49,196.581 1025.94,195.623 1005.77,191.601 989.105,188.458 985.611,187.807 \n",
       "  965.449,184.269 945.286,180.948 941.301,180.335 925.124,177.875 904.962,175.024 884.799,172.388 883.327,172.211 864.637,169.994 844.475,167.814 824.312,165.848 \n",
       "  804.15,164.093 804.083,164.088 783.987,162.57 763.825,161.256 743.663,160.153 723.5,159.259 703.338,158.576 683.176,158.103 663.013,157.841 642.851,157.788 \n",
       "  622.688,157.946 602.526,158.314 582.364,158.892 562.201,159.68 542.039,160.678 521.876,161.886 501.714,163.305 492.021,164.088 481.552,164.944 461.389,166.804 \n",
       "  441.227,168.878 421.065,171.163 412.608,172.211 400.902,173.679 380.74,176.422 360.577,179.381 354.518,180.335 340.415,182.581 320.253,186.01 306.724,188.458 \n",
       "  300.09,189.672 279.928,193.584 265.306,196.581 259.766,197.73 239.603,202.137 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#ba3655; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,165.635 247.028,164.088 259.766,161.466 279.928,157.525 288.361,155.965 300.09,153.82 320.253,150.34 335.644,147.842 340.415,147.076 360.577,144.046 \n",
       "  380.74,141.222 392.316,139.719 400.902,138.616 421.065,136.229 441.227,134.046 461.389,132.066 466.724,131.595 481.552,130.303 501.714,128.746 521.876,127.391 \n",
       "  542.039,126.236 562.201,125.282 582.364,124.528 602.526,123.976 622.688,123.624 642.851,123.474 663.013,123.524 683.176,123.775 703.338,124.227 723.5,124.88 \n",
       "  743.663,125.733 763.825,126.788 783.987,128.043 804.15,129.499 824.312,131.157 829.074,131.595 844.475,133.03 864.637,135.112 884.799,137.397 903.612,139.719 \n",
       "  904.962,139.887 925.124,142.609 945.286,145.536 960.13,147.842 965.449,148.678 985.611,152.054 1005.77,155.638 1007.51,155.965 1025.94,159.469 1046.1,163.515 \n",
       "  1048.81,164.088 1066.26,167.814 1085.88,172.211 1086.42,172.334 1106.59,177.121 1119.54,180.335 1126.75,182.145 1146.91,187.426 1150.7,188.458 1167.07,192.978 \n",
       "  1179.63,196.581 1187.24,198.79 1206.85,204.704 1207.4,204.872 1227.56,211.253 1232.36,212.827 1247.72,217.923 1256.54,220.951 1267.88,224.892 1279.53,229.074 \n",
       "  1288.05,232.171 1301.44,237.197 1308.21,239.772 1322.36,245.32 1328.37,247.708 1342.39,253.443 1348.53,255.992 1361.59,261.567 1368.7,264.64 1380.05,269.69 \n",
       "  1388.86,273.665 1397.81,277.813 1409.02,283.083 1414.93,285.936 1429.18,292.913 1431.47,294.059 1447.41,302.183 1449.35,303.185 1462.78,310.306 1469.51,313.928 \n",
       "  1477.67,318.429 1489.67,325.147 1492.12,326.552 1506.08,334.675 1509.83,336.897 1519.58,342.799 1530,349.199 1532.73,350.922 1545.45,359.045 1550.16,362.106 \n",
       "  1557.78,367.168 1569.81,375.291 1570.32,375.642 1581.4,383.415 1590.48,389.901 1592.73,391.538 1603.67,399.661 1610.64,404.925 1614.35,407.784 1624.7,415.907 \n",
       "  1630.81,420.792 1634.78,424.031 1644.54,432.154 1650.97,437.599 1654.07,440.277 1663.28,448.4 1671.13,455.458 1672.29,456.524 1680.98,464.647 1689.48,472.77 \n",
       "  1691.29,474.536 1697.69,480.893 1705.69,489.016 1711.46,495.007 1713.47,497.14 1720.98,505.263 1728.32,513.386 1731.62,517.125 1735.42,521.509 1742.29,529.632 \n",
       "  1748.99,537.756 1751.78,541.224 1755.46,545.879 1761.71,554.002 1767.81,562.125 1771.94,567.795 1773.7,570.248 1779.36,578.372 1784.87,586.495 1790.21,594.618 \n",
       "  1792.11,597.596 1795.33,602.741 1800.26,610.864 1805.04,618.988 1809.65,627.111 1812.27,631.878 1814.08,635.234 1818.31,643.357 1822.38,651.48 1826.29,659.604 \n",
       "  1830.06,667.727 1832.43,673.077 1833.64,675.85 1837.03,683.973 1840.27,692.096 1843.36,700.22 1846.3,708.343 1849.08,716.466 1851.71,724.589 1852.59,727.479 \n",
       "  1854.16,732.712 1856.45,740.836 1858.59,748.959 1860.57,757.082 1862.41,765.205 1864.1,773.328 1865.64,781.452 1867.02,789.575 1868.26,797.698 1869.35,805.821 \n",
       "  1870.28,813.944 1871.07,822.068 1871.71,830.191 1872.2,838.314 1872.53,846.437 1872.72,854.561 1872.76,862.058 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#ba3655; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,862.892 1872.65,870.807 1872.38,878.93 1871.97,887.053 1871.41,895.177 1870.7,903.3 1869.83,911.423 1868.82,919.546 1867.66,927.669 1866.35,935.793 \n",
       "  1864.89,943.916 1863.27,952.039 1861.51,960.162 1859.6,968.285 1857.54,976.409 1855.33,984.532 1852.96,992.655 1852.59,993.852 1850.42,1000.78 1847.71,1008.9 \n",
       "  1844.85,1017.02 1841.84,1025.15 1838.67,1033.27 1835.36,1041.39 1832.43,1048.24 1831.88,1049.52 1828.19,1057.64 1824.36,1065.76 1820.36,1073.89 1816.21,1082.01 \n",
       "  1812.27,1089.45 1811.9,1090.13 1807.36,1098.26 1802.67,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1860.29,1106.38 1864.75,1098.26 1869.06,1090.13 1872.76,1082.92 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,638.406 1871.16,635.234 1866.92,627.111 1862.54,618.988 1858,610.864 1853.31,602.741 1852.59,601.53 1848.41,594.618 1843.34,586.495 1838.12,578.372 \n",
       "  1832.74,570.248 1832.43,569.795 1827.12,562.125 1821.34,554.002 1815.41,545.879 1812.27,541.686 1809.27,537.756 1802.92,529.632 1796.41,521.509 1792.11,516.267 \n",
       "  1789.7,513.386 1782.75,505.263 1775.64,497.14 1771.94,493.004 1768.31,489.016 1760.75,480.893 1753.02,472.77 1751.78,471.494 1745.01,464.647 1736.81,456.524 \n",
       "  1731.62,451.49 1728.38,448.4 1719.68,440.277 1711.46,432.742 1710.8,432.154 1701.59,424.031 1692.21,415.907 1691.29,415.126 1682.49,407.784 1672.57,399.661 \n",
       "  1671.13,398.5 1662.31,391.538 1651.84,383.415 1650.97,382.755 1640.98,375.291 1630.81,367.813 1629.91,367.168 1618.44,359.045 1610.64,353.612 1606.7,350.922 \n",
       "  1594.61,342.799 1590.48,340.071 1582.15,334.675 1570.32,327.139 1569.38,326.552 1556.15,318.429 1550.16,314.804 1542.55,310.306 1530,302.985 1528.59,302.183 \n",
       "  1514.12,294.059 1509.83,291.687 1499.2,285.936 1489.67,280.857 1483.82,277.813 1469.51,270.465 1467.96,269.69 1451.52,261.567 1449.35,260.509 1434.48,253.443 \n",
       "  1429.18,250.96 1416.84,245.32 1409.02,241.793 1398.56,237.197 1388.86,232.992 1379.57,229.074 1368.7,224.545 1359.82,220.951 1348.53,216.436 1339.25,212.827 \n",
       "  1328.37,208.655 1317.77,204.704 1308.21,201.188 1295.3,196.581 1288.05,194.025 1271.75,188.458 1267.88,187.153 1247.72,180.567 1246.99,180.335 1227.56,174.27 \n",
       "  1220.73,172.211 1207.4,168.239 1192.95,164.088 1187.24,162.464 1167.07,156.947 1163.34,155.965 1146.91,151.69 1131.51,147.842 1126.75,146.665 1106.59,141.89 \n",
       "  1097.01,139.719 1086.42,137.346 1066.26,133.03 1059.23,131.595 1046.1,128.947 1025.94,125.081 1017.09,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#d94d3d; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1170.14,123.472 1187.24,127.943 1200.69,131.595 1207.4,133.436 1227.56,139.174 1229.41,139.719 1247.72,145.176 1256.37,147.842 1267.88,151.43 1281.97,155.965 \n",
       "  1288.05,157.945 1306.32,164.088 1308.21,164.731 1328.37,171.801 1329.51,172.211 1348.53,179.165 1351.64,180.335 1368.7,186.826 1372.86,188.458 1388.86,194.796 \n",
       "  1393.24,196.581 1409.02,203.084 1412.85,204.704 1429.18,211.704 1431.74,212.827 1449.35,220.668 1449.97,220.951 1467.53,229.074 1469.51,230 1484.5,237.197 \n",
       "  1489.67,239.712 1500.93,245.32 1509.83,249.815 1516.85,253.443 1530,260.325 1532.31,261.567 1547.27,269.69 1550.16,271.281 1561.76,277.813 1570.32,282.701 \n",
       "  1575.86,285.936 1589.59,294.059 1590.48,294.597 1602.85,302.183 1610.64,307.036 1615.79,310.306 1628.38,318.429 1630.81,320.016 1640.59,326.552 1650.97,333.598 \n",
       "  1652.53,334.675 1664.08,342.799 1671.13,347.837 1675.37,350.922 1686.34,359.045 1691.29,362.771 1697.03,367.168 1707.45,375.291 1711.46,378.471 1717.57,383.415 \n",
       "  1727.46,391.538 1731.62,395.017 1737.07,399.661 1746.44,407.784 1751.78,412.501 1755.57,415.907 1764.44,424.031 1771.94,431.028 1773.13,432.154 1781.52,440.277 \n",
       "  1789.75,448.4 1792.11,450.768 1797.73,456.524 1805.5,464.647 1812.27,471.869 1813.1,472.77 1820.43,480.893 1827.6,489.016 1832.43,494.606 1834.58,497.14 \n",
       "  1841.33,505.263 1847.93,513.386 1852.59,519.27 1854.34,521.509 1860.53,529.632 1866.56,537.756 1872.45,545.879 1872.76,546.315 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#e65c2e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,475.686 1870.21,472.77 1862.98,464.647 1855.59,456.524 1852.59,453.293 1847.98,448.4 1840.16,440.277 1832.43,432.394 1832.19,432.154 1823.93,424.031 \n",
       "  1815.52,415.907 1812.27,412.829 1806.85,407.784 1797.98,399.661 1792.11,394.384 1788.88,391.538 1779.53,383.415 1771.94,376.941 1769.98,375.291 1760.12,367.168 \n",
       "  1751.78,360.403 1750.08,359.045 1739.71,350.922 1731.62,344.684 1729.13,342.799 1718.23,334.675 1711.46,329.709 1707.07,326.552 1695.62,318.429 1691.29,315.41 \n",
       "  1683.84,310.306 1671.81,302.183 1671.13,301.73 1659.37,294.059 1650.97,288.654 1646.66,285.936 1633.59,277.813 1630.81,276.11 1620.11,269.69 1610.64,264.082 \n",
       "  1606.31,261.567 1592.11,253.443 1590.48,252.525 1577.44,245.32 1570.32,241.436 1562.38,237.197 1550.16,230.763 1546.88,229.074 1530.9,220.951 1530,220.496 \n",
       "  1514.37,212.827 1509.83,210.631 1497.31,204.704 1489.67,201.132 1479.7,196.581 1469.51,191.986 1461.49,188.458 1449.35,183.179 1442.64,180.335 1429.18,174.7 \n",
       "  1423.09,172.211 1409.02,166.538 1402.79,164.088 1388.86,158.681 1381.67,155.965 1368.7,151.118 1359.68,147.842 1348.53,143.841 1336.72,139.719 1328.37,136.838 \n",
       "  1312.72,131.595 1308.21,130.102 1288.05,123.624 1287.56,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#ef6d21; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1386.49,123.472 1388.86,124.327 1408.45,131.595 1409.02,131.811 1429.18,139.58 1429.53,139.719 1449.35,147.64 1449.84,147.842 1469.42,155.965 1469.51,156.001 \n",
       "  1488.32,164.088 1489.67,164.677 1506.58,172.211 1509.83,173.678 1524.26,180.335 1530,183.016 1541.38,188.458 1550.16,192.702 1558,196.581 1570.32,202.749 \n",
       "  1574.14,204.704 1589.82,212.827 1590.48,213.176 1604.99,220.951 1610.64,224.023 1619.76,229.074 1630.81,235.28 1634.15,237.197 1648.14,245.32 1650.97,246.985 \n",
       "  1661.73,253.443 1671.13,259.165 1675,261.567 1687.92,269.69 1691.29,271.845 1700.47,277.813 1711.46,285.054 1712.77,285.936 1724.69,294.059 1731.62,298.85 \n",
       "  1736.35,302.183 1747.72,310.306 1751.78,313.253 1758.79,318.429 1769.62,326.552 1771.94,328.319 1780.14,334.675 1790.47,342.799 1792.11,344.111 1800.48,350.922 \n",
       "  1810.3,359.045 1812.27,360.699 1819.83,367.168 1829.18,375.291 1832.43,378.165 1838.27,383.415 1847.15,391.538 1852.59,396.6 1855.83,399.661 1864.26,407.784 \n",
       "  1872.55,415.907 1872.76,416.113 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#f68111; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,363.658 1867.54,359.045 1858.2,350.922 1852.59,346.117 1848.65,342.799 1838.86,334.675 1832.43,329.43 1828.85,326.552 1818.57,318.429 1812.27,313.523 \n",
       "  1808.07,310.306 1797.29,302.183 1792.11,298.327 1786.26,294.059 1774.98,285.936 1771.94,283.782 1763.38,277.813 1751.78,269.837 1751.56,269.69 1739.36,261.567 \n",
       "  1731.62,256.48 1726.91,253.443 1714.14,245.32 1711.46,243.634 1701.01,237.197 1691.29,231.29 1687.58,229.074 1673.78,220.951 1671.13,219.409 1659.59,212.827 \n",
       "  1650.97,207.977 1645.04,204.704 1630.81,196.949 1630.12,196.581 1614.72,188.458 1610.64,186.336 1598.88,180.335 1590.48,176.099 1582.61,172.211 1570.32,166.219 \n",
       "  1565.86,164.088 1550.16,156.684 1548.6,155.965 1530.78,147.842 1530,147.486 1512.37,139.719 1509.83,138.615 1493.34,131.595 1489.67,130.051 1473.66,123.472 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#fa9706; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1552.5,123.472 1570.32,131.507 1570.51,131.595 1587.95,139.719 1590.48,140.913 1604.88,147.842 1610.64,150.65 1621.33,155.965 1630.81,160.729 1637.35,164.088 \n",
       "  1650.97,171.162 1652.95,172.211 1668.1,180.335 1671.13,181.981 1682.83,188.458 1691.29,193.197 1697.22,196.581 1711.27,204.704 1711.46,204.814 1724.89,212.827 \n",
       "  1731.62,216.893 1738.21,220.951 1751.24,229.074 1751.78,229.413 1763.89,237.197 1771.94,242.445 1776.28,245.32 1788.37,253.443 1792.11,255.991 1800.15,261.567 \n",
       "  1811.71,269.69 1812.27,270.088 1822.93,277.813 1832.43,284.799 1833.95,285.936 1844.66,294.059 1852.59,300.159 1855.18,302.183 1865.42,310.306 1872.76,316.218 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#fbac10; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,272.597 1868.88,269.69 1857.89,261.567 1852.59,257.7 1846.66,253.443 1835.19,245.32 1832.43,243.396 1823.41,237.197 1812.27,229.647 1811.41,229.074 \n",
       "  1799.06,220.951 1792.11,216.435 1786.45,212.827 1773.56,204.704 1771.94,203.697 1760.3,196.581 1751.78,191.434 1746.76,188.458 1732.9,180.335 1731.62,179.595 \n",
       "  1718.63,172.211 1711.46,168.185 1704.02,164.088 1691.29,157.156 1689.06,155.965 1673.68,147.842 1671.13,146.51 1657.87,139.719 1650.97,136.228 1641.63,131.595 \n",
       "  1630.81,126.285 1624.96,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#f9c32a; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1692.45,123.472 1708.06,131.595 1711.46,133.384 1723.27,139.719 1731.62,144.251 1738.12,147.842 1751.78,155.48 1752.63,155.965 1766.74,164.088 1771.94,167.122 \n",
       "  1780.52,172.211 1792.11,179.164 1794.02,180.335 1807.16,188.458 1812.27,191.654 1820.01,196.581 1832.43,204.589 1832.61,204.704 1844.84,212.827 1852.59,218.036 \n",
       "  1856.86,220.951 1868.59,229.074 1872.76,231.994 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#f5d948; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,193.858 1864.56,188.458 1852.59,180.674 1852.06,180.335 1839.22,172.211 1832.43,167.972 1826.11,164.088 1812.73,155.965 1812.27,155.688 1798.97,147.842 \n",
       "  1792.11,143.84 1784.91,139.719 1771.94,132.369 1770.55,131.595 1755.8,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#f1ee74; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1815.73,123.472 1829.73,131.595 1832.43,133.181 1843.38,139.719 1852.59,145.277 1856.77,147.842 1869.86,155.965 1872.76,157.786 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  278.592,123.472 259.766,126.989 239.603,130.956 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip202)\" style=\"stroke:#050418; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  570.621,643.357 562.201,644.439 542.039,647.719 522.938,651.48 521.876,651.698 501.714,656.544 490.625,659.604 481.552,662.211 464.547,667.727 461.389,668.795 \n",
       "  442.678,675.85 441.227,676.422 423.842,683.973 421.065,685.236 407.265,692.096 400.902,695.416 392.416,700.22 380.74,707.173 378.917,708.343 366.925,716.466 \n",
       "  360.577,721.015 355.928,724.589 345.974,732.712 340.415,737.546 336.873,740.836 328.698,748.959 321.097,757.082 320.253,758.058 314.439,765.205 308.37,773.328 \n",
       "  302.841,781.452 300.09,785.93 297.978,789.575 293.778,797.698 290.088,805.821 286.906,813.944 284.234,822.068 282.07,830.191 280.416,838.314 279.928,841.776 \n",
       "  279.306,846.437 278.703,854.561 278.583,862.684 278.944,870.807 279.788,878.93 279.928,879.79 281.18,887.053 283.088,895.177 285.506,903.3 288.433,911.423 \n",
       "  291.869,919.546 295.814,927.669 300.09,935.468 300.279,935.793 305.538,943.916 311.337,952.039 317.675,960.162 320.253,963.207 324.826,968.285 332.714,976.409 \n",
       "  340.415,983.802 341.227,984.532 350.875,992.655 360.577,1000.34 361.175,1000.78 372.839,1008.9 380.74,1014.11 385.507,1017.02 399.502,1025.15 400.902,1025.92 \n",
       "  415.339,1033.27 421.065,1036.05 433.087,1041.39 441.227,1044.85 453.335,1049.52 461.389,1052.49 476.939,1057.64 481.552,1059.11 501.714,1064.78 505.714,1065.76 \n",
       "  521.876,1069.57 542.039,1073.62 543.645,1073.89 562.201,1076.85 582.364,1079.39 602.526,1081.25 615.38,1082.01 622.688,1082.42 642.851,1082.91 663.013,1082.75 \n",
       "  681.31,1082.01 683.176,1081.93 703.338,1080.41 723.5,1078.2 743.663,1075.32 751.811,1073.89 763.825,1071.68 783.987,1067.29 789.997,1065.76 804.15,1062.04 \n",
       "  818.818,1057.64 824.312,1055.92 842.611,1049.52 844.475,1048.84 862.847,1041.39 864.637,1040.64 880.474,1033.27 884.799,1031.16 896.132,1025.15 904.962,1020.22 \n",
       "  910.266,1017.02 923.051,1008.9 925.124,1007.51 934.451,1000.78 945.072,992.655 945.286,992.48 954.417,984.532 963.156,976.409 965.449,974.123 970.943,968.285 \n",
       "  978.032,960.162 984.565,952.039 985.611,950.617 990.256,943.916 995.363,935.793 999.946,927.669 1004.01,919.546 1005.77,915.484 1007.44,911.423 1010.29,903.3 \n",
       "  1012.64,895.177 1014.5,887.053 1015.86,878.93 1016.73,870.807 1017.1,862.684 1016.97,854.561 1016.36,846.437 1015.24,838.314 1013.63,830.191 1011.53,822.068 \n",
       "  1008.93,813.944 1005.84,805.821 1005.77,805.681 1002.04,797.698 997.72,789.575 992.875,781.452 987.507,773.328 985.611,770.716 981.368,765.205 974.557,757.082 \n",
       "  967.19,748.959 965.449,747.174 958.861,740.836 949.826,732.712 945.286,728.883 939.841,724.589 928.903,716.466 925.124,713.813 916.744,708.343 904.962,701.052 \n",
       "  903.507,700.22 888.571,692.096 884.799,690.141 871.84,683.973 864.637,680.699 852.93,675.85 844.475,672.499 831.134,667.727 824.312,665.387 805.402,659.604 \n",
       "  804.15,659.236 783.987,654.031 772.526,651.48 763.825,649.618 743.663,645.992 725.559,643.357 723.5,643.068 703.338,640.907 683.176,639.41 663.013,638.578 \n",
       "  642.851,638.412 622.688,638.911 602.526,640.075 582.364,641.904 570.621,643.357 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip202)\" cx=\"647.891\" cy=\"860.653\" r=\"14\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"2.56\"/>\n",
       "<path clip-path=\"url(#clip200)\" d=\"\n",
       "M1449.33 277.196 L1818.32 277.196 L1818.32 156.236 L1449.33 156.236  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<polyline clip-path=\"url(#clip200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1449.33,277.196 1818.32,277.196 1818.32,156.236 1449.33,156.236 1449.33,277.196 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip200)\" cx=\"1521.92\" cy=\"216.716\" r=\"23\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.096\"/>\n",
       "<path clip-path=\"url(#clip200)\" d=\"M 0 0 M1606.4 211.056 Q1602.98 211.056 1600.98 213.741 Q1598.99 216.403 1598.99 221.056 Q1598.99 225.709 1600.96 228.394 Q1602.95 231.056 1606.4 231.056 Q1609.8 231.056 1611.79 228.371 Q1613.79 225.686 1613.79 221.056 Q1613.79 216.45 1611.79 213.764 Q1609.8 211.056 1606.4 211.056 M1606.4 207.445 Q1611.96 207.445 1615.13 211.056 Q1618.3 214.667 1618.3 221.056 Q1618.3 227.422 1615.13 231.056 Q1611.96 234.667 1606.4 234.667 Q1600.82 234.667 1597.65 231.056 Q1594.5 227.422 1594.5 221.056 Q1594.5 214.667 1597.65 211.056 Q1600.82 207.445 1606.4 207.445 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1626.89 230.107 L1626.89 243.857 L1622.6 243.857 L1622.6 208.07 L1626.89 208.07 L1626.89 212.005 Q1628.23 209.69 1630.27 208.579 Q1632.33 207.445 1635.17 207.445 Q1639.9 207.445 1642.84 211.195 Q1645.8 214.945 1645.8 221.056 Q1645.8 227.167 1642.84 230.917 Q1639.9 234.667 1635.17 234.667 Q1632.33 234.667 1630.27 233.556 Q1628.23 232.422 1626.89 230.107 M1641.38 221.056 Q1641.38 216.357 1639.43 213.695 Q1637.51 211.01 1634.13 211.01 Q1630.75 211.01 1628.81 213.695 Q1626.89 216.357 1626.89 221.056 Q1626.89 225.755 1628.81 228.44 Q1630.75 231.102 1634.13 231.102 Q1637.51 231.102 1639.43 228.44 Q1641.38 225.755 1641.38 221.056 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1654.48 200.709 L1654.48 208.07 L1663.25 208.07 L1663.25 211.38 L1654.48 211.38 L1654.48 225.454 Q1654.48 228.625 1655.34 229.528 Q1656.22 230.431 1658.88 230.431 L1663.25 230.431 L1663.25 233.996 L1658.88 233.996 Q1653.95 233.996 1652.07 232.167 Q1650.2 230.315 1650.2 225.454 L1650.2 211.38 L1647.07 211.38 L1647.07 208.07 L1650.2 208.07 L1650.2 200.709 L1654.48 200.709 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1667.72 208.07 L1671.98 208.07 L1671.98 233.996 L1667.72 233.996 L1667.72 208.07 M1667.72 197.977 L1671.98 197.977 L1671.98 203.371 L1667.72 203.371 L1667.72 197.977 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1696.63 213.047 Q1698.23 210.176 1700.45 208.811 Q1702.67 207.445 1705.68 207.445 Q1709.73 207.445 1711.93 210.292 Q1714.13 213.116 1714.13 218.348 L1714.13 233.996 L1709.85 233.996 L1709.85 218.487 Q1709.85 214.76 1708.53 212.954 Q1707.21 211.149 1704.5 211.149 Q1701.19 211.149 1699.27 213.348 Q1697.35 215.547 1697.35 219.343 L1697.35 233.996 L1693.07 233.996 L1693.07 218.487 Q1693.07 214.737 1691.75 212.954 Q1690.43 211.149 1687.67 211.149 Q1684.41 211.149 1682.49 213.371 Q1680.57 215.57 1680.57 219.343 L1680.57 233.996 L1676.29 233.996 L1676.29 208.07 L1680.57 208.07 L1680.57 212.098 Q1682.03 209.713 1684.06 208.579 Q1686.1 207.445 1688.9 207.445 Q1691.72 207.445 1693.69 208.88 Q1695.68 210.315 1696.63 213.047 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1718.16 223.764 L1718.16 208.07 L1722.42 208.07 L1722.42 223.602 Q1722.42 227.283 1723.85 229.135 Q1725.29 230.963 1728.16 230.963 Q1731.61 230.963 1733.6 228.764 Q1735.61 226.565 1735.61 222.769 L1735.61 208.07 L1739.87 208.07 L1739.87 233.996 L1735.61 233.996 L1735.61 230.014 Q1734.06 232.375 1732 233.533 Q1729.97 234.667 1727.26 234.667 Q1722.79 234.667 1720.47 231.889 Q1718.16 229.111 1718.16 223.764 M1728.88 207.445 L1728.88 207.445 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip200)\" d=\"M 0 0 M1764.53 213.047 Q1766.12 210.176 1768.34 208.811 Q1770.57 207.445 1773.58 207.445 Q1777.63 207.445 1779.83 210.292 Q1782.03 213.116 1782.03 218.348 L1782.03 233.996 L1777.74 233.996 L1777.74 218.487 Q1777.74 214.76 1776.42 212.954 Q1775.1 211.149 1772.4 211.149 Q1769.09 211.149 1767.16 213.348 Q1765.24 215.547 1765.24 219.343 L1765.24 233.996 L1760.96 233.996 L1760.96 218.487 Q1760.96 214.737 1759.64 212.954 Q1758.32 211.149 1755.57 211.149 Q1752.3 211.149 1750.38 213.371 Q1748.46 215.57 1748.46 219.343 L1748.46 233.996 L1744.18 233.996 L1744.18 208.07 L1748.46 208.07 L1748.46 212.098 Q1749.92 209.713 1751.96 208.579 Q1753.99 207.445 1756.79 207.445 Q1759.62 207.445 1761.59 208.88 Q1763.58 210.315 1764.53 213.047 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /></svg>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "p1 = contour( x,y,loss2d',               #notice: loss2d'\n",
    "              xlims = (1,5),\n",
    "              ylims = (-1,0),\n",
    "              legend = false,\n",
    "              levels = 21,\n",
    "              title = \"Contour plot of loss function\",\n",
    "              xlabel = \"x\",\n",
    "              ylabel = \"y\" )\n",
    "scatter!([2],[-0.75],label=\"optimum\",legend=true)\n",
    "display(p1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Tell NLopt what to minimize as follows\n",
    "\n",
    "```\n",
    "min_objective!(opt,(p,g)->lossfun(p,g,0))\n",
    "```\n",
    "\n",
    "The `p` will be the parameters (over which we optimize), `g` the gradient (which is actually not used but must be there in the call) and `0` corresponds to the extra argument `A` in the definition of `lossfun`. We here use `A=0`, but in other contexts it could clearly be something else."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "minimum at:\n",
      "     2.000\n",
      "    -0.750\n",
      "\n"
     ]
    }
   ],
   "source": [
    "opt = Opt(:LN_COBYLA, 2)                  #unconstrained minimization\n",
    "lower_bounds!(opt,[-100,-100])            #LN_COBYLA seems to need some restrictions \n",
    "min_objective!(opt,(p,g)->lossfun(p,g,0))\n",
    "xtol_rel!(opt,1e-8)                       #set convergence tolerance to a reasonable number  \n",
    "\n",
    "(minf,minx,ret) = optimize(opt,[0.0,0.0])\n",
    "println(\"minimum at:\")\n",
    "printmat(minx)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Optimization with Bounds on the Parameters\n",
    "\n",
    "The next few cells illustrate how to impose bounds like $a \\leq x$ and $y \\leq b$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"480\" height=\"320\" viewBox=\"0 0 1920 1280\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip240\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"1920\" height=\"1280\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip240)\" d=\"\n",
       "M0 1280 L1920 1280 L1920 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip241\">\n",
       "    <rect x=\"384\" y=\"0\" width=\"1345\" height=\"1280\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip240)\" d=\"\n",
       "M239.603 1106.38 L1872.76 1106.38 L1872.76 123.472 L239.603 123.472  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip242\">\n",
       "    <rect x=\"239\" y=\"123\" width=\"1634\" height=\"984\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,1106.38 239.603,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  647.891,1106.38 647.891,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1056.18,1106.38 1056.18,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1464.47,1106.38 1464.47,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1872.76,1106.38 1872.76,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip240)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 1872.76,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip240)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 239.603,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip240)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  647.891,1106.38 647.891,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip240)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1056.18,1106.38 1056.18,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip240)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1464.47,1106.38 1464.47,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip240)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,1106.38 1872.76,1094.58 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip240)\" d=\"M 0 0 M229.985 1159.28 L237.624 1159.28 L237.624 1132.91 L229.314 1134.58 L229.314 1130.32 L237.578 1128.65 L242.254 1128.65 L242.254 1159.28 L249.892 1159.28 L249.892 1163.21 L229.985 1163.21 L229.985 1159.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M642.544 1159.28 L658.864 1159.28 L658.864 1163.21 L636.919 1163.21 L636.919 1159.28 Q639.581 1156.52 644.165 1151.89 Q648.771 1147.24 649.952 1145.9 Q652.197 1143.37 653.077 1141.64 Q653.979 1139.88 653.979 1138.19 Q653.979 1135.43 652.035 1133.7 Q650.114 1131.96 647.012 1131.96 Q644.813 1131.96 642.359 1132.73 Q639.928 1133.49 637.151 1135.04 L637.151 1130.32 Q639.975 1129.18 642.428 1128.61 Q644.882 1128.03 646.919 1128.03 Q652.289 1128.03 655.484 1130.71 Q658.678 1133.4 658.678 1137.89 Q658.678 1140.02 657.868 1141.94 Q657.081 1143.84 654.975 1146.43 Q654.396 1147.1 651.294 1150.32 Q648.192 1153.51 642.544 1159.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1060.43 1144.58 Q1063.78 1145.3 1065.66 1147.56 Q1067.56 1149.83 1067.56 1153.17 Q1067.56 1158.28 1064.04 1161.08 Q1060.52 1163.88 1054.04 1163.88 Q1051.86 1163.88 1049.55 1163.44 Q1047.26 1163.03 1044.8 1162.17 L1044.8 1157.66 Q1046.75 1158.79 1049.06 1159.37 Q1051.38 1159.95 1053.9 1159.95 Q1058.3 1159.95 1060.59 1158.21 Q1062.9 1156.48 1062.9 1153.17 Q1062.9 1150.11 1060.75 1148.4 Q1058.62 1146.66 1054.8 1146.66 L1050.77 1146.66 L1050.77 1142.82 L1054.99 1142.82 Q1058.44 1142.82 1060.27 1141.45 Q1062.09 1140.06 1062.09 1137.47 Q1062.09 1134.81 1060.2 1133.4 Q1058.32 1131.96 1054.8 1131.96 Q1052.88 1131.96 1050.68 1132.38 Q1048.48 1132.8 1045.84 1133.67 L1045.84 1129.51 Q1048.51 1128.77 1050.82 1128.4 Q1053.16 1128.03 1055.22 1128.03 Q1060.54 1128.03 1063.64 1130.46 Q1066.75 1132.86 1066.75 1136.99 Q1066.75 1139.86 1065.1 1141.85 Q1063.46 1143.81 1060.43 1144.58 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1467.48 1132.73 L1455.67 1151.17 L1467.48 1151.17 L1467.48 1132.73 M1466.25 1128.65 L1472.13 1128.65 L1472.13 1151.17 L1477.06 1151.17 L1477.06 1155.06 L1472.13 1155.06 L1472.13 1163.21 L1467.48 1163.21 L1467.48 1155.06 L1451.88 1155.06 L1451.88 1150.55 L1466.25 1128.65 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1863.03 1128.65 L1881.39 1128.65 L1881.39 1132.59 L1867.32 1132.59 L1867.32 1141.06 Q1868.33 1140.71 1869.35 1140.55 Q1870.37 1140.36 1871.39 1140.36 Q1877.18 1140.36 1880.56 1143.54 Q1883.94 1146.71 1883.94 1152.12 Q1883.94 1157.7 1880.46 1160.8 Q1876.99 1163.88 1870.67 1163.88 Q1868.5 1163.88 1866.23 1163.51 Q1863.98 1163.14 1861.58 1162.4 L1861.58 1157.7 Q1863.66 1158.84 1865.88 1159.39 Q1868.1 1159.95 1870.58 1159.95 Q1874.58 1159.95 1876.92 1157.84 Q1879.26 1155.74 1879.26 1152.12 Q1879.26 1148.51 1876.92 1146.41 Q1874.58 1144.3 1870.58 1144.3 Q1868.71 1144.3 1866.83 1144.72 Q1864.98 1145.13 1863.03 1146.01 L1863.03 1128.65 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1072.79 1208.4 L1059.9 1225.74 L1073.46 1244.04 L1066.56 1244.04 L1056.18 1230.04 L1045.8 1244.04 L1038.9 1244.04 L1052.74 1225.39 L1040.07 1208.4 L1046.98 1208.4 L1056.43 1221.1 L1065.89 1208.4 L1072.79 1208.4 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip242)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,1106.38 1872.76,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,909.798 1872.76,909.798 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,713.217 1872.76,713.217 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,516.635 1872.76,516.635 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,320.054 1872.76,320.054 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,123.472 1872.76,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip240)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 239.603,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip240)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 259.201,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip240)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,909.798 259.201,909.798 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip240)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,713.217 259.201,713.217 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip240)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,516.635 259.201,516.635 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip240)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,320.054 259.201,320.054 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip240)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,123.472 259.201,123.472 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip240)\" d=\"M 0 0 M118.373 1106.83 L148.049 1106.83 L148.049 1110.77 L118.373 1110.77 L118.373 1106.83 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M153.928 1119.72 L161.567 1119.72 L161.567 1093.36 L153.257 1095.03 L153.257 1090.77 L161.521 1089.1 L166.197 1089.1 L166.197 1119.72 L173.836 1119.72 L173.836 1123.66 L153.928 1123.66 L153.928 1119.72 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M178.905 1117.78 L183.789 1117.78 L183.789 1123.66 L178.905 1123.66 L178.905 1117.78 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M198.859 1092.18 Q195.248 1092.18 193.419 1095.74 Q191.613 1099.28 191.613 1106.41 Q191.613 1113.52 193.419 1117.09 Q195.248 1120.63 198.859 1120.63 Q202.493 1120.63 204.299 1117.09 Q206.127 1113.52 206.127 1106.41 Q206.127 1099.28 204.299 1095.74 Q202.493 1092.18 198.859 1092.18 M198.859 1088.47 Q204.669 1088.47 207.724 1093.08 Q210.803 1097.66 210.803 1106.41 Q210.803 1115.14 207.724 1119.75 Q204.669 1124.33 198.859 1124.33 Q193.049 1124.33 189.97 1119.75 Q186.914 1115.14 186.914 1106.41 Q186.914 1097.66 189.97 1093.08 Q193.049 1088.47 198.859 1088.47 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M117.239 910.25 L146.915 910.25 L146.915 914.185 L117.239 914.185 L117.239 910.25 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M161.984 895.597 Q158.373 895.597 156.544 899.162 Q154.739 902.703 154.739 909.833 Q154.739 916.939 156.544 920.504 Q158.373 924.046 161.984 924.046 Q165.618 924.046 167.424 920.504 Q169.252 916.939 169.252 909.833 Q169.252 902.703 167.424 899.162 Q165.618 895.597 161.984 895.597 M161.984 891.893 Q167.794 891.893 170.85 896.5 Q173.928 901.083 173.928 909.833 Q173.928 918.56 170.85 923.166 Q167.794 927.75 161.984 927.75 Q156.174 927.75 153.095 923.166 Q150.04 918.56 150.04 909.833 Q150.04 901.083 153.095 896.5 Q156.174 891.893 161.984 891.893 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M178.998 921.199 L183.882 921.199 L183.882 927.078 L178.998 927.078 L178.998 921.199 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M198.951 910.666 Q195.618 910.666 193.697 912.449 Q191.799 914.231 191.799 917.356 Q191.799 920.481 193.697 922.264 Q195.618 924.046 198.951 924.046 Q202.285 924.046 204.206 922.264 Q206.127 920.458 206.127 917.356 Q206.127 914.231 204.206 912.449 Q202.308 910.666 198.951 910.666 M194.275 908.676 Q191.266 907.935 189.576 905.875 Q187.91 903.815 187.91 900.852 Q187.91 896.708 190.85 894.301 Q193.813 891.893 198.951 891.893 Q204.113 891.893 207.053 894.301 Q209.993 896.708 209.993 900.852 Q209.993 903.815 208.303 905.875 Q206.637 907.935 203.65 908.676 Q207.03 909.463 208.905 911.754 Q210.803 914.046 210.803 917.356 Q210.803 922.379 207.724 925.064 Q204.669 927.75 198.951 927.75 Q193.234 927.75 190.155 925.064 Q187.1 922.379 187.1 917.356 Q187.1 914.046 188.998 911.754 Q190.896 909.463 194.275 908.676 M192.563 901.291 Q192.563 903.977 194.229 905.481 Q195.919 906.986 198.951 906.986 Q201.961 906.986 203.65 905.481 Q205.363 903.977 205.363 901.291 Q205.363 898.606 203.65 897.102 Q201.961 895.597 198.951 895.597 Q195.919 895.597 194.229 897.102 Q192.563 898.606 192.563 901.291 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M116.984 713.668 L146.66 713.668 L146.66 717.603 L116.984 717.603 L116.984 713.668 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M161.729 699.015 Q158.118 699.015 156.29 702.58 Q154.484 706.122 154.484 713.251 Q154.484 720.358 156.29 723.923 Q158.118 727.464 161.729 727.464 Q165.364 727.464 167.169 723.923 Q168.998 720.358 168.998 713.251 Q168.998 706.122 167.169 702.58 Q165.364 699.015 161.729 699.015 M161.729 695.312 Q167.54 695.312 170.595 699.918 Q173.674 704.502 173.674 713.251 Q173.674 721.978 170.595 726.585 Q167.54 731.168 161.729 731.168 Q155.919 731.168 152.841 726.585 Q149.785 721.978 149.785 713.251 Q149.785 704.502 152.841 699.918 Q155.919 695.312 161.729 695.312 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M178.743 724.617 L183.627 724.617 L183.627 730.497 L178.743 730.497 L178.743 724.617 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M199.275 711.353 Q196.127 711.353 194.275 713.506 Q192.447 715.659 192.447 719.409 Q192.447 723.136 194.275 725.312 Q196.127 727.464 199.275 727.464 Q202.424 727.464 204.252 725.312 Q206.104 723.136 206.104 719.409 Q206.104 715.659 204.252 713.506 Q202.424 711.353 199.275 711.353 M208.558 696.701 L208.558 700.96 Q206.799 700.127 204.993 699.687 Q203.211 699.247 201.451 699.247 Q196.822 699.247 194.368 702.372 Q191.938 705.497 191.59 711.816 Q192.956 709.802 195.016 708.738 Q197.076 707.65 199.553 707.65 Q204.762 707.65 207.771 710.821 Q210.803 713.969 210.803 719.409 Q210.803 724.733 207.655 727.95 Q204.507 731.168 199.275 731.168 Q193.28 731.168 190.109 726.585 Q186.938 721.978 186.938 713.251 Q186.938 705.057 190.826 700.196 Q194.715 695.312 201.266 695.312 Q203.025 695.312 204.808 695.659 Q206.613 696.006 208.558 696.701 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M116.66 517.087 L146.336 517.087 L146.336 521.022 L116.66 521.022 L116.66 517.087 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M161.405 502.434 Q157.794 502.434 155.966 505.999 Q154.16 509.54 154.16 516.67 Q154.16 523.776 155.966 527.341 Q157.794 530.883 161.405 530.883 Q165.04 530.883 166.845 527.341 Q168.674 523.776 168.674 516.67 Q168.674 509.54 166.845 505.999 Q165.04 502.434 161.405 502.434 M161.405 498.73 Q167.215 498.73 170.271 503.337 Q173.35 507.92 173.35 516.67 Q173.35 525.397 170.271 530.003 Q167.215 534.587 161.405 534.587 Q155.595 534.587 152.516 530.003 Q149.461 525.397 149.461 516.67 Q149.461 507.92 152.516 503.337 Q155.595 498.73 161.405 498.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M178.419 528.036 L183.303 528.036 L183.303 533.915 L178.419 533.915 L178.419 528.036 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M201.22 503.429 L189.414 521.878 L201.22 521.878 L201.22 503.429 M199.993 499.355 L205.873 499.355 L205.873 521.878 L210.803 521.878 L210.803 525.767 L205.873 525.767 L205.873 533.915 L201.22 533.915 L201.22 525.767 L185.618 525.767 L185.618 521.253 L199.993 499.355 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M118.743 320.505 L148.419 320.505 L148.419 324.44 L118.743 324.44 L118.743 320.505 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M163.489 305.852 Q159.878 305.852 158.049 309.417 Q156.243 312.959 156.243 320.088 Q156.243 327.195 158.049 330.76 Q159.878 334.301 163.489 334.301 Q167.123 334.301 168.928 330.76 Q170.757 327.195 170.757 320.088 Q170.757 312.959 168.928 309.417 Q167.123 305.852 163.489 305.852 M163.489 302.149 Q169.299 302.149 172.354 306.755 Q175.433 311.338 175.433 320.088 Q175.433 328.815 172.354 333.422 Q169.299 338.005 163.489 338.005 Q157.678 338.005 154.6 333.422 Q151.544 328.815 151.544 320.088 Q151.544 311.338 154.6 306.755 Q157.678 302.149 163.489 302.149 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M180.502 331.454 L185.387 331.454 L185.387 337.334 L180.502 337.334 L180.502 331.454 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M194.484 333.399 L210.803 333.399 L210.803 337.334 L188.859 337.334 L188.859 333.399 Q191.521 330.644 196.104 326.014 Q200.711 321.362 201.891 320.019 Q204.137 317.496 205.016 315.76 Q205.919 314 205.919 312.311 Q205.919 309.556 203.975 307.82 Q202.053 306.084 198.951 306.084 Q196.752 306.084 194.299 306.848 Q191.868 307.612 189.09 309.163 L189.09 304.44 Q191.914 303.306 194.368 302.727 Q196.822 302.149 198.859 302.149 Q204.229 302.149 207.424 304.834 Q210.618 307.519 210.618 312.01 Q210.618 314.139 209.808 316.061 Q209.021 317.959 206.914 320.551 Q206.336 321.223 203.234 324.44 Q200.132 327.635 194.484 333.399 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M161.891 109.271 Q158.28 109.271 156.452 112.836 Q154.646 116.377 154.646 123.507 Q154.646 130.613 156.452 134.178 Q158.28 137.72 161.891 137.72 Q165.526 137.72 167.331 134.178 Q169.16 130.613 169.16 123.507 Q169.16 116.377 167.331 112.836 Q165.526 109.271 161.891 109.271 M161.891 105.567 Q167.702 105.567 170.757 110.174 Q173.836 114.757 173.836 123.507 Q173.836 132.234 170.757 136.84 Q167.702 141.423 161.891 141.423 Q156.081 141.423 153.003 136.84 Q149.947 132.234 149.947 123.507 Q149.947 114.757 153.003 110.174 Q156.081 105.567 161.891 105.567 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M178.905 134.873 L183.789 134.873 L183.789 140.752 L178.905 140.752 L178.905 134.873 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M198.859 109.271 Q195.248 109.271 193.419 112.836 Q191.613 116.377 191.613 123.507 Q191.613 130.613 193.419 134.178 Q195.248 137.72 198.859 137.72 Q202.493 137.72 204.299 134.178 Q206.127 130.613 206.127 123.507 Q206.127 116.377 204.299 112.836 Q202.493 109.271 198.859 109.271 M198.859 105.567 Q204.669 105.567 207.724 110.174 Q210.803 114.757 210.803 123.507 Q210.803 132.234 207.724 136.84 Q204.669 141.423 198.859 141.423 Q193.049 141.423 189.97 136.84 Q186.914 132.234 186.914 123.507 Q186.914 114.757 189.97 110.174 Q193.049 105.567 198.859 105.567 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M76.9143 613.239 Q83.28 615.722 85.2216 618.077 Q87.1631 620.432 87.1631 624.379 L87.1631 629.058 L82.2615 629.058 L82.2615 625.62 Q82.2615 623.201 81.1157 621.865 Q79.9699 620.528 75.7048 618.905 L73.0312 617.854 L37.9562 632.273 L37.9562 626.066 L65.838 614.926 L37.9562 603.786 L37.9562 597.579 L76.9143 613.239 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M575.783 16.7545 L575.783 25.383 Q571.651 21.5346 566.952 19.6307 Q562.293 17.7268 557.027 17.7268 Q546.657 17.7268 541.148 24.0867 Q535.638 30.4061 535.638 42.3968 Q535.638 54.3469 541.148 60.7069 Q546.657 67.0263 557.027 67.0263 Q562.293 67.0263 566.952 65.1223 Q571.651 63.2184 575.783 59.3701 L575.783 67.9175 Q571.489 70.8341 566.668 72.2924 Q561.888 73.7508 556.541 73.7508 Q542.808 73.7508 534.909 65.3654 Q527.01 56.9395 527.01 42.3968 Q527.01 27.8135 534.909 19.4281 Q542.808 11.0023 556.541 11.0023 Q561.969 11.0023 566.749 12.4606 Q571.57 13.8784 575.783 16.7545 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M601.182 32.4315 Q595.187 32.4315 591.703 37.1306 Q588.219 41.7891 588.219 49.9314 Q588.219 58.0738 591.662 62.7728 Q595.146 67.4314 601.182 67.4314 Q607.137 67.4314 610.621 62.7323 Q614.104 58.0333 614.104 49.9314 Q614.104 41.8701 610.621 37.1711 Q607.137 32.4315 601.182 32.4315 M601.182 26.1121 Q610.904 26.1121 616.454 32.4315 Q622.004 38.7509 622.004 49.9314 Q622.004 61.0714 616.454 67.4314 Q610.904 73.7508 601.182 73.7508 Q591.419 73.7508 585.87 67.4314 Q580.36 61.0714 580.36 49.9314 Q580.36 38.7509 585.87 32.4315 Q591.419 26.1121 601.182 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M667.536 45.1919 L667.536 72.576 L660.082 72.576 L660.082 45.4349 Q660.082 38.994 657.571 35.7938 Q655.059 32.5936 650.036 32.5936 Q644 32.5936 640.516 36.4419 Q637.032 40.2903 637.032 46.9338 L637.032 72.576 L629.538 72.576 L629.538 27.2059 L637.032 27.2059 L637.032 34.2544 Q639.706 30.163 643.311 28.1376 Q646.957 26.1121 651.697 26.1121 Q659.515 26.1121 663.525 30.9732 Q667.536 35.7938 667.536 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M682.727 14.324 L682.727 27.2059 L698.08 27.2059 L698.08 32.9987 L682.727 32.9987 L682.727 57.6282 Q682.727 63.1779 684.226 64.7578 Q685.765 66.3376 690.423 66.3376 L698.08 66.3376 L698.08 72.576 L690.423 72.576 Q681.795 72.576 678.514 69.3758 Q675.233 66.1351 675.233 57.6282 L675.233 32.9987 L669.764 32.9987 L669.764 27.2059 L675.233 27.2059 L675.233 14.324 L682.727 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M723.479 32.4315 Q717.483 32.4315 714 37.1306 Q710.516 41.7891 710.516 49.9314 Q710.516 58.0738 713.959 62.7728 Q717.443 67.4314 723.479 67.4314 Q729.434 67.4314 732.917 62.7323 Q736.401 58.0333 736.401 49.9314 Q736.401 41.8701 732.917 37.1711 Q729.434 32.4315 723.479 32.4315 M723.479 26.1121 Q733.201 26.1121 738.751 32.4315 Q744.3 38.7509 744.3 49.9314 Q744.3 61.0714 738.751 67.4314 Q733.201 73.7508 723.479 73.7508 Q713.716 73.7508 708.166 67.4314 Q702.657 61.0714 702.657 49.9314 Q702.657 38.7509 708.166 32.4315 Q713.716 26.1121 723.479 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M751.349 54.671 L751.349 27.2059 L758.803 27.2059 L758.803 54.3874 Q758.803 60.8284 761.314 64.0691 Q763.826 67.2693 768.849 67.2693 Q774.885 67.2693 778.369 63.421 Q781.893 59.5726 781.893 52.9291 L781.893 27.2059 L789.346 27.2059 L789.346 72.576 L781.893 72.576 L781.893 65.6084 Q779.179 69.7404 775.573 71.7658 Q772.009 73.7508 767.269 73.7508 Q759.451 73.7508 755.4 68.8897 Q751.349 64.0286 751.349 54.671 M770.105 26.1121 L770.105 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M823.455 34.1734 Q822.199 33.4443 820.7 33.1202 Q819.242 32.7556 817.46 32.7556 Q811.14 32.7556 807.738 36.8875 Q804.375 40.9789 804.375 48.6757 L804.375 72.576 L796.881 72.576 L796.881 27.2059 L804.375 27.2059 L804.375 34.2544 Q806.725 30.1225 810.492 28.1376 Q814.26 26.1121 819.647 26.1121 Q820.417 26.1121 821.349 26.2337 Q822.28 26.3147 823.415 26.5172 L823.455 34.1734 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M864.855 65.7705 L864.855 89.8329 L857.361 89.8329 L857.361 27.2059 L864.855 27.2059 L864.855 34.0924 Q867.205 30.0415 870.77 28.0971 Q874.375 26.1121 879.358 26.1121 Q887.621 26.1121 892.766 32.6746 Q897.951 39.2371 897.951 49.9314 Q897.951 60.6258 892.766 67.1883 Q887.621 73.7508 879.358 73.7508 Q874.375 73.7508 870.77 71.8063 Q867.205 69.8214 864.855 65.7705 M890.214 49.9314 Q890.214 41.7081 886.811 37.0496 Q883.449 32.3505 877.535 32.3505 Q871.62 32.3505 868.218 37.0496 Q864.855 41.7081 864.855 49.9314 Q864.855 58.1548 868.218 62.8538 Q871.62 67.5124 877.535 67.5124 Q883.449 67.5124 886.811 62.8538 Q890.214 58.1548 890.214 49.9314 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M905.769 9.54393 L913.223 9.54393 L913.223 72.576 L905.769 72.576 L905.769 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M938.622 32.4315 Q932.627 32.4315 929.143 37.1306 Q925.659 41.7891 925.659 49.9314 Q925.659 58.0738 929.103 62.7728 Q932.586 67.4314 938.622 67.4314 Q944.577 67.4314 948.061 62.7323 Q951.545 58.0333 951.545 49.9314 Q951.545 41.8701 948.061 37.1711 Q944.577 32.4315 938.622 32.4315 M938.622 26.1121 Q948.344 26.1121 953.894 32.4315 Q959.444 38.7509 959.444 49.9314 Q959.444 61.0714 953.894 67.4314 Q948.344 73.7508 938.622 73.7508 Q928.86 73.7508 923.31 67.4314 Q917.801 61.0714 917.801 49.9314 Q917.801 38.7509 923.31 32.4315 Q928.86 26.1121 938.622 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M974.635 14.324 L974.635 27.2059 L989.988 27.2059 L989.988 32.9987 L974.635 32.9987 L974.635 57.6282 Q974.635 63.1779 976.134 64.7578 Q977.673 66.3376 982.332 66.3376 L989.988 66.3376 L989.988 72.576 L982.332 72.576 Q973.703 72.576 970.422 69.3758 Q967.141 66.1351 967.141 57.6282 L967.141 32.9987 L961.672 32.9987 L961.672 27.2059 L967.141 27.2059 L967.141 14.324 L974.635 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1041.76 32.4315 Q1035.76 32.4315 1032.28 37.1306 Q1028.8 41.7891 1028.8 49.9314 Q1028.8 58.0738 1032.24 62.7728 Q1035.72 67.4314 1041.76 67.4314 Q1047.71 67.4314 1051.2 62.7323 Q1054.68 58.0333 1054.68 49.9314 Q1054.68 41.8701 1051.2 37.1711 Q1047.71 32.4315 1041.76 32.4315 M1041.76 26.1121 Q1051.48 26.1121 1057.03 32.4315 Q1062.58 38.7509 1062.58 49.9314 Q1062.58 61.0714 1057.03 67.4314 Q1051.48 73.7508 1041.76 73.7508 Q1032 73.7508 1026.45 67.4314 Q1020.94 61.0714 1020.94 49.9314 Q1020.94 38.7509 1026.45 32.4315 Q1032 26.1121 1041.76 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1093.37 9.54393 L1093.37 15.7418 L1086.24 15.7418 Q1082.23 15.7418 1080.65 17.3622 Q1079.11 18.9825 1079.11 23.1955 L1079.11 27.2059 L1091.38 27.2059 L1091.38 32.9987 L1079.11 32.9987 L1079.11 72.576 L1071.61 72.576 L1071.61 32.9987 L1064.48 32.9987 L1064.48 27.2059 L1071.61 27.2059 L1071.61 24.0462 Q1071.61 16.471 1075.14 13.0277 Q1078.66 9.54393 1086.32 9.54393 L1093.37 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1127.56 9.54393 L1135.01 9.54393 L1135.01 72.576 L1127.56 72.576 L1127.56 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1160.41 32.4315 Q1154.41 32.4315 1150.93 37.1306 Q1147.45 41.7891 1147.45 49.9314 Q1147.45 58.0738 1150.89 62.7728 Q1154.37 67.4314 1160.41 67.4314 Q1166.36 67.4314 1169.85 62.7323 Q1173.33 58.0333 1173.33 49.9314 Q1173.33 41.8701 1169.85 37.1711 Q1166.36 32.4315 1160.41 32.4315 M1160.41 26.1121 Q1170.13 26.1121 1175.68 32.4315 Q1181.23 38.7509 1181.23 49.9314 Q1181.23 61.0714 1175.68 67.4314 Q1170.13 73.7508 1160.41 73.7508 Q1150.65 73.7508 1145.1 67.4314 Q1139.59 61.0714 1139.59 49.9314 Q1139.59 38.7509 1145.1 32.4315 Q1150.65 26.1121 1160.41 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1217.97 28.5427 L1217.97 35.5912 Q1214.81 33.9709 1211.41 33.1607 Q1208.01 32.3505 1204.36 32.3505 Q1198.81 32.3505 1196.02 34.0519 Q1193.26 35.7533 1193.26 39.156 Q1193.26 41.7486 1195.25 43.2475 Q1197.23 44.7058 1203.23 46.0426 L1205.78 46.6097 Q1213.72 48.3111 1217.04 51.4303 Q1220.4 54.509 1220.4 60.0587 Q1220.4 66.3781 1215.38 70.0644 Q1210.4 73.7508 1201.65 73.7508 Q1198 73.7508 1194.03 73.0216 Q1190.1 72.3329 1185.73 70.9151 L1185.73 63.2184 Q1189.86 65.3654 1193.87 66.4591 Q1197.88 67.5124 1201.81 67.5124 Q1207.08 67.5124 1209.91 65.73 Q1212.75 63.9071 1212.75 60.6258 Q1212.75 57.5877 1210.68 55.9673 Q1208.66 54.3469 1201.73 52.8481 L1199.14 52.2405 Q1192.21 50.7821 1189.13 47.7845 Q1186.05 44.7463 1186.05 39.4801 Q1186.05 33.0797 1190.59 29.5959 Q1195.13 26.1121 1203.47 26.1121 Q1207.6 26.1121 1211.25 26.7198 Q1214.89 27.3274 1217.97 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1257.14 28.5427 L1257.14 35.5912 Q1253.99 33.9709 1250.58 33.1607 Q1247.18 32.3505 1243.53 32.3505 Q1237.98 32.3505 1235.19 34.0519 Q1232.43 35.7533 1232.43 39.156 Q1232.43 41.7486 1234.42 43.2475 Q1236.4 44.7058 1242.4 46.0426 L1244.95 46.6097 Q1252.89 48.3111 1256.21 51.4303 Q1259.58 54.509 1259.58 60.0587 Q1259.58 66.3781 1254.55 70.0644 Q1249.57 73.7508 1240.82 73.7508 Q1237.17 73.7508 1233.2 73.0216 Q1229.27 72.3329 1224.9 70.9151 L1224.9 63.2184 Q1229.03 65.3654 1233.04 66.4591 Q1237.05 67.5124 1240.98 67.5124 Q1246.25 67.5124 1249.08 65.73 Q1251.92 63.9071 1251.92 60.6258 Q1251.92 57.5877 1249.85 55.9673 Q1247.83 54.3469 1240.9 52.8481 L1238.31 52.2405 Q1231.38 50.7821 1228.3 47.7845 Q1225.22 44.7463 1225.22 39.4801 Q1225.22 33.0797 1229.76 29.5959 Q1234.3 26.1121 1242.64 26.1121 Q1246.77 26.1121 1250.42 26.7198 Q1254.07 27.3274 1257.14 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1316.73 9.54393 L1316.73 15.7418 L1309.6 15.7418 Q1305.59 15.7418 1304.01 17.3622 Q1302.47 18.9825 1302.47 23.1955 L1302.47 27.2059 L1314.75 27.2059 L1314.75 32.9987 L1302.47 32.9987 L1302.47 72.576 L1294.98 72.576 L1294.98 32.9987 L1287.85 32.9987 L1287.85 27.2059 L1294.98 27.2059 L1294.98 24.0462 Q1294.98 16.471 1298.5 13.0277 Q1302.03 9.54393 1309.69 9.54393 L1316.73 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1323.78 54.671 L1323.78 27.2059 L1331.24 27.2059 L1331.24 54.3874 Q1331.24 60.8284 1333.75 64.0691 Q1336.26 67.2693 1341.28 67.2693 Q1347.32 67.2693 1350.8 63.421 Q1354.33 59.5726 1354.33 52.9291 L1354.33 27.2059 L1361.78 27.2059 L1361.78 72.576 L1354.33 72.576 L1354.33 65.6084 Q1351.61 69.7404 1348.01 71.7658 Q1344.44 73.7508 1339.7 73.7508 Q1331.88 73.7508 1327.83 68.8897 Q1323.78 64.0286 1323.78 54.671 M1342.54 26.1121 L1342.54 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1407.31 45.1919 L1407.31 72.576 L1399.86 72.576 L1399.86 45.4349 Q1399.86 38.994 1397.35 35.7938 Q1394.84 32.5936 1389.81 32.5936 Q1383.78 32.5936 1380.29 36.4419 Q1376.81 40.2903 1376.81 46.9338 L1376.81 72.576 L1369.31 72.576 L1369.31 27.2059 L1376.81 27.2059 L1376.81 34.2544 Q1379.48 30.163 1383.09 28.1376 Q1386.73 26.1121 1391.47 26.1121 Q1399.29 26.1121 1403.3 30.9732 Q1407.31 35.7938 1407.31 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1447.78 28.9478 L1447.78 35.9153 Q1444.62 34.1734 1441.42 33.3227 Q1438.26 32.4315 1435.02 32.4315 Q1427.77 32.4315 1423.76 37.0496 Q1419.75 41.6271 1419.75 49.9314 Q1419.75 58.2358 1423.76 62.8538 Q1427.77 67.4314 1435.02 67.4314 Q1438.26 67.4314 1441.42 66.5807 Q1444.62 65.6895 1447.78 63.9476 L1447.78 70.8341 Q1444.66 72.2924 1441.3 73.0216 Q1437.98 73.7508 1434.21 73.7508 Q1423.96 73.7508 1417.93 67.3098 Q1411.89 60.8689 1411.89 49.9314 Q1411.89 38.832 1417.97 32.472 Q1424.08 26.1121 1434.7 26.1121 Q1438.14 26.1121 1441.42 26.8413 Q1444.7 27.5299 1447.78 28.9478 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1462.97 14.324 L1462.97 27.2059 L1478.32 27.2059 L1478.32 32.9987 L1462.97 32.9987 L1462.97 57.6282 Q1462.97 63.1779 1464.47 64.7578 Q1466.01 66.3376 1470.67 66.3376 L1478.32 66.3376 L1478.32 72.576 L1470.67 72.576 Q1462.04 72.576 1458.76 69.3758 Q1455.48 66.1351 1455.48 57.6282 L1455.48 32.9987 L1450.01 32.9987 L1450.01 27.2059 L1455.48 27.2059 L1455.48 14.324 L1462.97 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1486.14 27.2059 L1493.6 27.2059 L1493.6 72.576 L1486.14 72.576 L1486.14 27.2059 M1486.14 9.54393 L1493.6 9.54393 L1493.6 18.9825 L1486.14 18.9825 L1486.14 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1519 32.4315 Q1513 32.4315 1509.52 37.1306 Q1506.03 41.7891 1506.03 49.9314 Q1506.03 58.0738 1509.48 62.7728 Q1512.96 67.4314 1519 67.4314 Q1524.95 67.4314 1528.43 62.7323 Q1531.92 58.0333 1531.92 49.9314 Q1531.92 41.8701 1528.43 37.1711 Q1524.95 32.4315 1519 32.4315 M1519 26.1121 Q1528.72 26.1121 1534.27 32.4315 Q1539.82 38.7509 1539.82 49.9314 Q1539.82 61.0714 1534.27 67.4314 Q1528.72 73.7508 1519 73.7508 Q1509.23 73.7508 1503.68 67.4314 Q1498.17 61.0714 1498.17 49.9314 Q1498.17 38.7509 1503.68 32.4315 Q1509.23 26.1121 1519 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1585.35 45.1919 L1585.35 72.576 L1577.9 72.576 L1577.9 45.4349 Q1577.9 38.994 1575.38 35.7938 Q1572.87 32.5936 1567.85 32.5936 Q1561.81 32.5936 1558.33 36.4419 Q1554.85 40.2903 1554.85 46.9338 L1554.85 72.576 L1547.35 72.576 L1547.35 27.2059 L1554.85 27.2059 L1554.85 34.2544 Q1557.52 30.163 1561.12 28.1376 Q1564.77 26.1121 1569.51 26.1121 Q1577.33 26.1121 1581.34 30.9732 Q1585.35 35.7938 1585.35 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip242)\" style=\"stroke:#130a34; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  322.193,1106.38 320.253,1105.46 306.029,1098.26 300.09,1095.15 291.06,1090.13 279.928,1083.73 277.094,1082.01 264.204,1073.89 259.766,1070.98 252.199,1065.76 \n",
       "  240.876,1057.64 239.603,1056.69 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#130a34; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  973.494,1106.38 985.611,1100.43 989.779,1098.26 1004.84,1090.13 1005.77,1089.61 1018.63,1082.01 1025.94,1077.53 1031.56,1073.89 1043.65,1065.76 1046.1,1064.05 \n",
       "  1054.81,1057.64 1065.41,1049.52 1066.26,1048.84 1075.12,1041.39 1084.37,1033.27 1086.42,1031.38 1092.89,1025.15 1100.91,1017.02 1106.59,1010.97 1108.44,1008.9 \n",
       "  1115.34,1000.78 1121.85,992.655 1126.75,986.151 1127.92,984.532 1133.41,976.409 1138.54,968.285 1143.29,960.162 1146.91,953.439 1147.64,952.039 1151.48,943.916 \n",
       "  1154.97,935.793 1158.1,927.669 1160.87,919.546 1163.29,911.423 1165.35,903.3 1167.05,895.177 1167.07,895.024 1168.34,887.053 1169.29,878.93 1169.89,870.807 \n",
       "  1170.15,862.684 1170.06,854.561 1169.63,846.437 1168.86,838.314 1167.74,830.191 1167.07,826.503 1166.24,822.068 1164.36,813.944 1162.13,805.821 1159.53,797.698 \n",
       "  1156.58,789.575 1153.27,781.452 1149.6,773.328 1146.91,767.895 1145.52,765.205 1140.96,757.082 1136.02,748.959 1130.71,740.836 1126.75,735.168 1124.96,732.712 \n",
       "  1118.64,724.589 1111.94,716.466 1106.59,710.336 1104.77,708.343 1096.95,700.22 1088.73,692.096 1086.42,689.927 1079.8,683.973 1070.34,675.85 1066.26,672.498 \n",
       "  1060.17,667.727 1049.35,659.604 1046.1,657.261 1037.66,651.48 1025.94,643.747 1025.31,643.357 1011.82,635.234 1005.77,631.722 997.374,627.111 985.611,620.874 \n",
       "  981.835,618.988 965.449,611.074 964.987,610.864 946.472,602.741 945.286,602.237 926.107,594.618 925.124,594.239 904.962,587.016 903.389,586.495 884.799,580.517 \n",
       "  877.534,578.372 864.637,574.671 847.719,570.248 844.475,569.423 824.312,564.798 811.25,562.125 804.15,560.711 783.987,557.183 763.825,554.142 762.721,554.002 \n",
       "  743.663,551.65 723.5,549.636 703.338,548.096 683.176,547.03 663.013,546.437 642.851,546.319 622.688,546.674 602.526,547.503 582.364,548.807 562.201,550.584 \n",
       "  542.039,552.835 533.404,554.002 521.876,555.602 501.714,558.887 484.4,562.125 481.552,562.673 461.389,567.048 448.155,570.248 441.227,571.971 421.065,577.499 \n",
       "  418.154,578.372 400.902,583.693 392.53,586.495 380.74,590.559 369.824,594.618 360.577,598.162 349.442,602.741 340.415,606.572 330.941,610.864 320.253,615.868 \n",
       "  313.986,618.988 300.09,626.142 298.314,627.111 283.934,635.234 279.928,637.58 270.589,643.357 259.766,650.308 258.032,651.48 246.481,659.604 239.603,664.639 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#240b4e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,564.297 244.038,562.125 259.766,554.628 261.149,554.002 279.581,545.879 279.928,545.73 299.541,537.756 300.09,537.538 320.253,529.994 321.281,529.632 \n",
       "  340.415,523.064 345.252,521.509 360.577,516.699 371.901,513.386 380.74,510.859 400.902,505.516 401.938,505.263 421.065,500.697 437.35,497.14 441.227,496.311 \n",
       "  461.389,492.406 480.885,489.016 481.552,488.903 501.714,485.865 521.876,483.22 542.039,480.966 542.83,480.893 562.201,479.142 582.364,477.704 602.526,476.649 \n",
       "  622.688,475.977 642.851,475.69 663.013,475.785 683.176,476.265 703.338,477.128 723.5,478.375 743.663,480.006 752.548,480.893 763.825,482.044 783.987,484.494 \n",
       "  804.15,487.335 814.633,489.016 824.312,490.603 844.475,494.308 858.376,497.14 864.637,498.443 884.799,503.052 893.682,505.263 904.962,508.135 924.025,513.386 \n",
       "  925.124,513.696 945.286,519.81 950.524,521.509 965.449,526.47 974.378,529.632 985.611,533.71 996.111,537.756 1005.77,541.573 1016.07,545.879 1025.94,550.11 \n",
       "  1034.54,554.002 1046.1,559.373 1051.73,562.125 1066.26,569.423 1067.83,570.248 1082.81,578.372 1086.42,580.384 1096.88,586.495 1106.59,592.331 1110.22,594.618 \n",
       "  1122.76,602.741 1126.75,605.411 1134.56,610.864 1145.84,618.988 1146.91,619.789 1156.34,627.111 1166.45,635.234 1167.07,635.75 1175.86,643.357 1184.89,651.48 \n",
       "  1187.24,653.671 1193.35,659.604 1201.39,667.727 1207.4,674.057 1209.04,675.85 1216.16,683.973 1222.95,692.096 1227.56,697.876 1229.36,700.22 1235.31,708.343 \n",
       "  1240.95,716.466 1246.28,724.589 1247.72,726.929 1251.18,732.712 1255.73,740.836 1259.99,748.959 1263.95,757.082 1267.61,765.205 1267.88,765.879 1270.87,773.328 \n",
       "  1273.83,781.452 1276.51,789.575 1278.89,797.698 1280.99,805.821 1282.79,813.944 1284.31,822.068 1285.54,830.191 1286.48,838.314 1287.13,846.437 1287.49,854.561 \n",
       "  1287.56,862.684 1287.35,870.807 1286.84,878.93 1286.05,887.053 1284.96,895.177 1283.59,903.3 1281.93,911.423 1279.97,919.546 1277.73,927.669 1275.2,935.793 \n",
       "  1272.39,943.916 1269.28,952.039 1267.88,955.369 1265.81,960.162 1262.01,968.285 1257.9,976.409 1253.49,984.532 1248.79,992.655 1247.72,994.386 1243.65,1000.78 \n",
       "  1238.17,1008.9 1232.38,1017.02 1227.56,1023.44 1226.23,1025.15 1219.59,1033.27 1212.64,1041.39 1207.4,1047.24 1205.29,1049.52 1197.41,1057.64 1189.2,1065.76 \n",
       "  1187.24,1067.64 1180.42,1073.89 1171.21,1082.01 1167.07,1085.53 1161.44,1090.13 1151.16,1098.26 1146.91,1101.5 1140.25,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#390962; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1263.38,1106.38 1267.88,1102.26 1272.12,1098.26 1280.43,1090.13 1288.05,1082.43 1288.44,1082.01 1295.94,1073.89 1303.15,1065.76 1308.21,1059.84 1310.03,1057.64 \n",
       "  1316.48,1049.52 1322.67,1041.39 1328.37,1033.55 1328.57,1033.27 1334.05,1025.15 1339.26,1017.02 1344.2,1008.9 1348.53,1001.39 1348.87,1000.78 1353.17,992.655 \n",
       "  1357.2,984.532 1360.99,976.409 1364.51,968.285 1367.78,960.162 1368.7,957.684 1370.73,952.039 1373.41,943.916 1375.84,935.793 1378.02,927.669 1379.95,919.546 \n",
       "  1381.64,911.423 1383.07,903.3 1384.25,895.177 1385.19,887.053 1385.87,878.93 1386.31,870.807 1386.5,862.684 1386.43,854.561 1386.12,846.437 1385.56,838.314 \n",
       "  1384.75,830.191 1383.69,822.068 1382.38,813.944 1380.83,805.821 1379.02,797.698 1376.96,789.575 1374.66,781.452 1372.1,773.328 1369.3,765.205 1368.7,763.603 \n",
       "  1366.18,757.082 1362.78,748.959 1359.13,740.836 1355.22,732.712 1351.05,724.589 1348.53,719.962 1346.58,716.466 1341.76,708.343 1336.68,700.22 1331.34,692.096 \n",
       "  1328.37,687.794 1325.66,683.973 1319.61,675.85 1313.29,667.727 1308.21,661.461 1306.66,659.604 1299.58,651.48 1292.23,643.357 1288.05,638.909 1284.48,635.234 \n",
       "  1276.31,627.111 1267.88,619.014 1267.86,618.988 1258.82,610.864 1249.49,602.741 1247.72,601.253 1239.59,594.618 1229.31,586.495 1227.56,585.147 1218.42,578.372 \n",
       "  1207.4,570.428 1207.14,570.248 1195.12,562.125 1187.24,556.939 1182.6,554.002 1169.43,545.879 1167.07,544.459 1155.48,537.756 1146.91,532.921 1140.84,529.632 \n",
       "  1126.75,522.185 1125.41,521.509 1109,513.386 1106.59,512.221 1091.54,505.263 1086.42,502.949 1072.97,497.14 1066.26,494.308 1053.11,489.016 1046.1,486.257 \n",
       "  1031.76,480.893 1025.94,478.758 1008.69,472.77 1005.77,471.778 985.611,465.297 983.463,464.647 965.449,459.303 955.465,456.524 945.286,453.746 925.124,448.606 \n",
       "  924.257,448.4 904.962,443.915 888.031,440.277 884.799,439.596 864.637,435.693 844.571,432.154 844.475,432.137 824.312,428.988 804.15,426.18 786.592,424.031 \n",
       "  783.987,423.718 763.825,421.629 743.663,419.875 723.5,418.455 703.338,417.369 683.176,416.617 663.013,416.2 642.851,416.116 622.688,416.367 602.526,416.951 \n",
       "  582.364,417.87 562.201,419.123 542.039,420.711 521.876,422.632 509.372,424.031 501.714,424.903 481.552,427.542 461.389,430.52 451.465,432.154 441.227,433.872 \n",
       "  421.065,437.601 407.828,440.277 400.902,441.705 380.74,446.214 371.678,448.4 360.577,451.131 340.415,456.452 340.161,456.524 320.253,462.248 312.406,464.647 \n",
       "  300.09,468.491 287.152,472.77 279.928,475.21 263.998,480.893 259.766,482.436 242.625,489.016 239.603,490.202 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#4b0c6b; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,428.648 253.449,424.031 259.766,421.963 279.254,415.907 279.928,415.702 300.09,409.878 307.773,407.784 320.253,404.443 339.25,399.661 340.415,399.373 \n",
       "  360.577,394.703 375.233,391.538 380.74,390.369 400.902,386.402 417.372,383.415 421.065,382.756 441.227,379.467 461.389,376.484 470.375,375.291 481.552,373.832 \n",
       "  501.714,371.5 521.876,369.47 542.039,367.74 550.099,367.168 562.201,366.324 582.364,365.215 602.526,364.401 622.688,363.883 642.851,363.661 663.013,363.735 \n",
       "  683.176,364.105 703.338,364.771 723.5,365.733 743.663,366.99 745.971,367.168 763.825,368.567 783.987,370.447 804.15,372.629 824.312,375.111 825.621,375.291 \n",
       "  844.475,377.938 864.637,381.074 878.351,383.415 884.799,384.534 904.962,388.346 920.567,391.538 925.124,392.486 945.286,396.998 956.406,399.661 965.449,401.865 \n",
       "  985.611,407.102 988.086,407.784 1005.77,412.749 1016.41,415.907 1025.94,418.789 1042.37,424.031 1046.1,425.244 1066.26,432.137 1066.31,432.154 1086.42,439.509 \n",
       "  1088.43,440.277 1106.59,447.364 1109.13,448.4 1126.75,455.73 1128.58,456.524 1146.91,464.64 1146.93,464.647 1164.19,472.77 1167.07,474.154 1180.56,480.893 \n",
       "  1187.24,484.297 1196.14,489.016 1207.4,495.109 1211.01,497.14 1225.17,505.263 1227.56,506.668 1238.61,513.386 1247.72,519.058 1251.53,521.509 1263.85,529.632 \n",
       "  1267.88,532.358 1275.62,537.756 1286.97,545.879 1288.05,546.673 1297.72,554.002 1308.15,562.125 1308.21,562.171 1318,570.248 1327.58,578.372 1328.37,579.06 \n",
       "  1336.64,586.495 1345.41,594.618 1348.53,597.599 1353.77,602.741 1361.78,610.864 1368.7,618.114 1369.51,618.988 1376.8,627.111 1383.84,635.234 1388.86,641.237 \n",
       "  1390.58,643.357 1396.95,651.48 1403.08,659.604 1408.96,667.727 1409.02,667.818 1414.45,675.85 1419.71,683.973 1424.73,692.096 1429.18,699.665 1429.5,700.22 \n",
       "  1433.93,708.343 1438.13,716.466 1442.11,724.589 1445.85,732.712 1449.35,740.812 1449.36,740.836 1452.55,748.959 1455.53,757.082 1458.28,765.205 1460.8,773.328 \n",
       "  1463.11,781.452 1465.18,789.575 1467.03,797.698 1468.66,805.821 1469.51,810.726 1470.05,813.944 1471.2,822.068 1472.13,830.191 1472.84,838.314 1473.34,846.437 \n",
       "  1473.61,854.561 1473.66,862.684 1473.5,870.807 1473.12,878.93 1472.51,887.053 1471.69,895.177 1470.65,903.3 1469.51,910.684 1469.39,911.423 1467.88,919.546 \n",
       "  1466.14,927.669 1464.17,935.793 1461.98,943.916 1459.57,952.039 1456.93,960.162 1454.07,968.285 1450.98,976.409 1449.35,980.426 1447.63,984.532 1444,992.655 \n",
       "  1440.15,1000.78 1436.06,1008.9 1431.75,1017.02 1429.18,1021.6 1427.15,1025.15 1422.25,1033.27 1417.11,1041.39 1411.73,1049.52 1409.02,1053.45 1406.05,1057.64 \n",
       "  1400.04,1065.76 1393.8,1073.89 1388.86,1080.07 1387.27,1082.01 1380.35,1090.13 1373.18,1098.26 1368.7,1103.17 1365.69,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#5f126e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1455.1,1106.38 1461.78,1098.26 1468.23,1090.13 1469.51,1088.47 1474.34,1082.01 1480.2,1073.89 1485.84,1065.76 1489.67,1060.03 1491.22,1057.64 1496.3,1049.52 \n",
       "  1501.17,1041.39 1505.82,1033.27 1509.83,1025.92 1510.25,1025.15 1514.37,1017.02 1518.29,1008.9 1522,1000.78 1525.5,992.655 1528.79,984.532 1530,981.349 \n",
       "  1531.83,976.409 1534.63,968.285 1537.24,960.162 1539.64,952.039 1541.83,943.916 1543.82,935.793 1545.61,927.669 1547.19,919.546 1548.57,911.423 1549.74,903.3 \n",
       "  1550.16,899.838 1550.7,895.177 1551.45,887.053 1552,878.93 1552.35,870.807 1552.5,862.684 1552.45,854.561 1552.2,846.437 1551.75,838.314 1551.1,830.191 \n",
       "  1550.25,822.068 1550.16,821.331 1549.18,813.944 1547.91,805.821 1546.43,797.698 1544.74,789.575 1542.85,781.452 1540.76,773.328 1538.46,765.205 1535.96,757.082 \n",
       "  1533.26,748.959 1530.35,740.836 1530,739.919 1527.17,732.712 1523.77,724.589 1520.17,716.466 1516.36,708.343 1512.34,700.22 1509.83,695.412 1508.07,692.096 \n",
       "  1503.52,683.973 1498.76,675.85 1493.79,667.727 1489.67,661.273 1488.58,659.604 1483.05,651.48 1477.3,643.357 1471.33,635.234 1469.51,632.843 1465.03,627.111 \n",
       "  1458.47,618.988 1451.68,610.864 1449.35,608.165 1444.54,602.741 1437.12,594.618 1429.46,586.495 1429.18,586.205 1421.38,578.372 1413.06,570.248 1409.02,566.422 \n",
       "  1404.37,562.125 1395.34,554.002 1388.86,548.331 1385.98,545.879 1376.2,537.756 1368.7,531.682 1366.09,529.632 1355.52,521.509 1348.53,516.269 1344.58,513.386 \n",
       "  1333.17,505.263 1328.37,501.924 1321.29,497.14 1308.99,489.016 1308.21,488.51 1296.06,480.893 1288.05,475.976 1282.65,472.77 1268.7,464.647 1267.88,464.179 \n",
       "  1254.02,456.524 1247.72,453.115 1238.71,448.4 1227.56,442.677 1222.72,440.277 1207.4,432.83 1205.96,432.154 1188.3,424.031 1187.24,423.55 1169.67,415.907 \n",
       "  1167.07,414.799 1150,407.784 1146.91,406.538 1129.17,399.661 1126.75,398.739 1107.02,391.538 1106.59,391.38 1086.42,384.456 1083.25,383.415 1066.26,377.937 \n",
       "  1057.65,375.291 1046.1,371.801 1029.97,367.168 1025.94,366.028 1005.77,360.627 999.525,359.045 985.611,355.579 965.769,350.922 965.449,350.848 945.286,346.477 \n",
       "  927.125,342.799 925.124,342.4 904.962,338.661 884.799,335.205 881.434,334.675 864.637,332.072 844.475,329.224 824.312,326.654 823.413,326.552 804.15,324.396 \n",
       "  783.987,322.412 763.825,320.702 743.663,319.265 729.164,318.429 723.5,318.107 703.338,317.231 683.176,316.625 663.013,316.288 642.851,316.22 622.688,316.423 \n",
       "  602.526,316.894 582.364,317.635 566.535,318.429 562.201,318.65 542.039,319.949 521.876,321.523 501.714,323.369 481.552,325.49 472.606,326.552 461.389,327.905 \n",
       "  441.227,330.613 421.065,333.6 414.42,334.675 400.902,336.898 380.74,340.495 368.768,342.799 360.577,344.399 340.415,348.627 330.163,350.922 320.253,353.176 \n",
       "  300.09,358.054 296.224,359.045 279.928,363.291 265.839,367.168 259.766,368.868 239.603,374.81 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#72196d; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,326.379 259.766,320.975 269.772,318.429 279.928,315.883 300.09,311.099 303.631,310.306 320.253,306.638 340.415,302.455 341.818,302.183 360.577,298.59 \n",
       "  380.74,294.991 386.368,294.059 400.902,291.688 421.065,288.656 440.832,285.936 441.227,285.883 461.389,283.402 481.552,281.176 501.714,279.204 518.049,277.813 \n",
       "  521.876,277.492 542.039,276.049 562.201,274.857 582.364,273.916 602.526,273.226 622.688,272.787 642.851,272.599 663.013,272.662 683.176,272.975 703.338,273.54 \n",
       "  723.5,274.355 743.663,275.422 763.825,276.739 777.637,277.813 783.987,278.314 804.15,280.158 824.312,282.257 844.475,284.611 854.724,285.936 864.637,287.237 \n",
       "  884.799,290.14 904.962,293.3 909.437,294.059 925.124,296.758 945.286,300.488 953.846,302.183 965.449,304.514 985.611,308.83 992.108,310.306 1005.77,313.457 \n",
       "  1025.94,318.377 1026.14,318.429 1046.1,323.643 1056.69,326.552 1066.26,329.224 1084.88,334.675 1086.42,335.134 1106.59,341.412 1110.85,342.799 1126.75,348.053 \n",
       "  1135.07,350.922 1146.91,355.069 1157.81,359.045 1167.07,362.477 1179.25,367.168 1187.24,370.296 1199.52,375.291 1207.4,378.549 1218.75,383.415 1227.56,387.257 \n",
       "  1237.04,391.538 1247.72,396.443 1254.5,399.661 1267.88,406.135 1271.19,407.784 1287.16,415.907 1288.05,416.366 1302.39,424.031 1308.21,427.2 1317.03,432.154 \n",
       "  1328.37,438.641 1331.15,440.277 1344.67,448.4 1348.53,450.769 1357.66,456.524 1368.7,463.627 1370.24,464.647 1382.26,472.77 1388.86,477.319 1393.9,480.893 \n",
       "  1405.12,489.016 1409.02,491.904 1415.91,497.14 1426.36,505.263 1429.18,507.505 1436.39,513.386 1446.12,521.509 1449.35,524.271 1455.46,529.632 1464.49,537.756 \n",
       "  1469.51,542.38 1473.21,545.879 1481.59,554.002 1489.67,562.048 1489.75,562.125 1497.5,570.248 1505.04,578.372 1509.83,583.691 1512.3,586.495 1519.25,594.618 \n",
       "  1525.99,602.741 1530,607.73 1532.46,610.864 1538.63,618.988 1544.61,627.111 1550.16,634.928 1550.37,635.234 1555.81,643.357 1561.05,651.48 1566.09,659.604 \n",
       "  1570.32,666.692 1570.92,667.727 1575.47,675.85 1579.81,683.973 1583.96,692.096 1587.92,700.22 1590.48,705.756 1591.65,708.343 1595.14,716.466 1598.44,724.589 \n",
       "  1601.55,732.712 1604.47,740.836 1607.19,748.959 1609.73,757.082 1610.64,760.27 1612.04,765.205 1614.15,773.328 1616.06,781.452 1617.8,789.575 1619.34,797.698 \n",
       "  1620.7,805.821 1621.87,813.944 1622.85,822.068 1623.65,830.191 1624.26,838.314 1624.68,846.437 1624.91,854.561 1624.96,862.684 1624.82,870.807 1624.49,878.93 \n",
       "  1623.98,887.053 1623.27,895.177 1622.38,903.3 1621.31,911.423 1620.04,919.546 1618.59,927.669 1616.95,935.793 1615.13,943.916 1613.12,952.039 1610.91,960.162 \n",
       "  1610.64,961.081 1608.48,968.285 1605.85,976.409 1603.03,984.532 1600.02,992.655 1596.82,1000.78 1593.42,1008.9 1590.48,1015.57 1589.82,1017.02 1585.97,1025.15 \n",
       "  1581.91,1033.27 1577.66,1041.39 1573.22,1049.52 1570.32,1054.59 1568.54,1057.64 1563.6,1065.76 1558.46,1073.89 1553.12,1082.01 1550.16,1086.35 1547.52,1090.13 \n",
       "  1541.65,1098.26 1535.57,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#83206b; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1609.36,1106.38 1610.64,1104.55 1614.96,1098.26 1620.34,1090.13 1625.54,1082.01 1630.55,1073.89 1630.81,1073.45 1635.28,1065.76 1639.82,1057.64 1644.17,1049.52 \n",
       "  1648.35,1041.39 1650.97,1036.06 1652.31,1033.27 1656.04,1025.15 1659.59,1017.02 1662.96,1008.9 1666.16,1000.78 1669.17,992.655 1671.13,987.02 1671.98,984.532 \n",
       "  1674.58,976.409 1677.01,968.285 1679.25,960.162 1681.33,952.039 1683.22,943.916 1684.94,935.793 1686.48,927.669 1687.85,919.546 1689.04,911.423 1690.05,903.3 \n",
       "  1690.89,895.177 1691.29,890.213 1691.55,887.053 1692.02,878.93 1692.32,870.807 1692.45,862.684 1692.41,854.561 1692.2,846.437 1691.81,838.314 1691.29,830.919 \n",
       "  1691.24,830.191 1690.49,822.068 1689.57,813.944 1688.47,805.821 1687.19,797.698 1685.73,789.575 1684.1,781.452 1682.3,773.328 1680.31,765.205 1678.15,757.082 \n",
       "  1675.82,748.959 1673.3,740.836 1671.13,734.271 1670.61,732.712 1667.68,724.589 1664.58,716.466 1661.3,708.343 1657.84,700.22 1654.2,692.096 1650.97,685.232 \n",
       "  1650.37,683.973 1646.28,675.85 1642.02,667.727 1637.57,659.604 1632.94,651.48 1630.81,647.888 1628.07,643.357 1622.96,635.234 1617.67,627.111 1612.2,618.988 \n",
       "  1610.64,616.764 1606.44,610.864 1600.47,602.741 1594.3,594.618 1590.48,589.739 1587.89,586.495 1581.2,578.372 1574.31,570.248 1570.32,565.671 1567.16,562.125 \n",
       "  1559.72,554.002 1552.09,545.879 1550.16,543.881 1544.11,537.756 1535.9,529.632 1530,523.941 1527.42,521.509 1518.59,513.386 1509.83,505.514 1509.55,505.263 \n",
       "  1500.08,497.14 1490.41,489.016 1489.67,488.411 1480.29,480.893 1469.95,472.77 1469.51,472.434 1459.12,464.647 1449.35,457.462 1448.04,456.524 1436.47,448.4 \n",
       "  1429.18,443.384 1424.55,440.277 1412.21,432.154 1409.02,430.094 1399.38,424.031 1388.86,417.535 1386.15,415.907 1372.38,407.784 1368.7,405.651 1358.06,399.661 \n",
       "  1348.53,394.385 1343.24,391.538 1328.37,383.678 1327.86,383.415 1311.76,375.291 1308.21,373.531 1294.99,367.168 1288.05,363.882 1277.5,359.045 1267.88,354.705 \n",
       "  1259.23,350.922 1247.72,345.975 1240.08,342.799 1227.56,337.673 1219.98,334.675 1207.4,329.779 1198.8,326.552 1187.24,322.275 1176.44,318.429 1167.07,315.142 \n",
       "  1152.75,310.306 1146.91,308.365 1127.56,302.183 1126.75,301.928 1106.59,295.842 1100.42,294.059 1086.42,290.075 1071.21,285.936 1066.26,284.61 1046.1,279.459 \n",
       "  1039.32,277.813 1025.94,274.606 1005.77,270.027 1004.2,269.69 985.611,265.754 965.449,261.732 964.563,261.567 945.286,258.007 925.124,254.528 918.363,253.443 \n",
       "  904.962,251.322 884.799,248.371 864.637,245.661 861.854,245.32 844.475,243.22 824.312,241.021 804.15,239.059 783.987,237.336 782.103,237.197 763.825,235.867 \n",
       "  743.663,234.636 723.5,233.638 703.338,232.876 683.176,232.348 663.013,232.054 642.851,231.996 622.688,232.172 602.526,232.582 582.364,233.228 562.201,234.108 \n",
       "  542.039,235.222 521.876,236.571 513.914,237.197 501.714,238.168 481.552,240.01 461.389,242.091 441.227,244.408 434.034,245.32 421.065,246.986 400.902,249.816 \n",
       "  380.74,252.888 377.357,253.443 360.577,256.237 340.415,259.838 331.352,261.567 320.253,263.712 300.09,267.857 291.679,269.69 279.928,272.285 259.766,276.99 \n",
       "  256.415,277.813 239.603,282.003 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#962666; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,240.783 255.002,237.197 259.766,236.102 279.928,231.702 292.651,229.074 300.09,227.557 320.253,223.676 335.316,220.951 340.415,220.04 360.577,216.666 \n",
       "  380.74,213.521 385.533,212.827 400.902,210.632 421.065,207.978 441.227,205.55 448.967,204.704 461.389,203.364 481.552,201.412 501.714,199.683 521.876,198.177 \n",
       "  542.039,196.894 547.994,196.581 562.201,195.843 582.364,195.017 602.526,194.411 622.688,194.025 642.851,193.86 663.013,193.915 683.176,194.19 703.338,194.686 \n",
       "  723.5,195.403 743.663,196.339 747.875,196.581 763.825,197.508 783.987,198.902 804.15,200.519 824.312,202.36 844.475,204.424 846.947,204.704 864.637,206.736 \n",
       "  884.799,209.277 904.962,212.044 910.241,212.827 925.124,215.065 945.286,218.324 960.468,220.951 965.449,221.823 985.611,225.588 1003.2,229.074 1005.77,229.59 \n",
       "  1025.94,233.873 1040.77,237.197 1046.1,238.405 1066.26,243.22 1074.64,245.32 1086.42,248.311 1105.73,253.443 1106.59,253.673 1126.75,259.35 1134.3,261.567 \n",
       "  1146.91,265.321 1161.01,269.69 1167.07,271.595 1186.11,277.813 1187.24,278.186 1207.4,285.119 1209.69,285.936 1227.56,292.397 1232,294.059 1247.72,300.03 \n",
       "  1253.2,302.183 1267.88,308.032 1273.41,310.306 1288.05,316.422 1292.7,318.429 1308.21,325.216 1311.17,326.552 1328.37,334.432 1328.89,334.675 1345.84,342.799 \n",
       "  1348.53,344.112 1362.12,350.922 1368.7,354.268 1377.82,359.045 1388.86,364.918 1392.97,367.168 1407.59,375.291 1409.02,376.101 1421.62,383.415 1429.18,387.879 \n",
       "  1435.22,391.538 1448.4,399.661 1449.35,400.253 1461.05,407.784 1469.51,413.322 1473.36,415.907 1485.24,424.031 1489.67,427.115 1496.73,432.154 1507.91,440.277 \n",
       "  1509.83,441.703 1518.66,448.4 1529.16,456.524 1530,457.185 1539.23,464.647 1549.08,472.77 1550.16,473.674 1558.54,480.893 1567.78,489.016 1570.32,491.302 \n",
       "  1576.67,497.14 1585.32,505.263 1590.48,510.229 1593.7,513.386 1601.78,521.509 1609.66,529.632 1610.64,530.668 1617.22,537.756 1624.57,545.879 1630.81,552.951 \n",
       "  1631.72,554.002 1638.55,562.125 1645.2,570.248 1650.97,577.497 1651.65,578.372 1657.81,586.495 1663.79,594.618 1669.59,602.741 1671.13,604.973 1675.13,610.864 \n",
       "  1680.46,618.988 1685.62,627.111 1690.6,635.234 1691.29,636.412 1695.32,643.357 1699.86,651.48 1704.23,659.604 1708.42,667.727 1711.46,673.858 1712.42,675.85 \n",
       "  1716.2,683.973 1719.81,692.096 1723.24,700.22 1726.51,708.343 1729.6,716.466 1731.62,722.059 1732.51,724.589 1735.22,732.712 1737.76,740.836 1740.13,748.959 \n",
       "  1742.34,757.082 1744.38,765.205 1746.25,773.328 1747.96,781.452 1749.5,789.575 1750.88,797.698 1751.78,803.791 1752.08,805.821 1753.1,813.944 1753.96,822.068 \n",
       "  1754.65,830.191 1755.19,838.314 1755.55,846.437 1755.76,854.561 1755.8,862.684 1755.68,870.807 1755.39,878.93 1754.94,887.053 1754.33,895.177 1753.55,903.3 \n",
       "  1752.61,911.423 1751.78,917.515 1751.5,919.546 1750.21,927.669 1748.75,935.793 1747.13,943.916 1745.34,952.039 1743.38,960.162 1741.26,968.285 1738.97,976.409 \n",
       "  1736.51,984.532 1733.89,992.655 1731.62,999.261 1731.09,1000.78 1728.08,1008.9 1724.9,1017.02 1721.54,1025.15 1718.02,1033.27 1714.33,1041.39 1711.46,1047.45 \n",
       "  1710.45,1049.52 1706.35,1057.64 1702.07,1065.76 1697.61,1073.89 1692.99,1082.01 1691.29,1084.88 1688.13,1090.13 1683.06,1098.26 1677.82,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#a72d5f; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1742.02,1106.38 1746.98,1098.26 1751.77,1090.13 1751.78,1090.1 1756.3,1082.01 1760.68,1073.89 1764.89,1065.76 1768.94,1057.64 1771.94,1051.35 1772.8,1049.52 \n",
       "  1776.46,1041.39 1779.95,1033.27 1783.29,1025.15 1786.46,1017.02 1789.47,1008.9 1792.11,1001.39 1792.32,1000.78 1794.96,992.655 1797.45,984.532 1799.77,976.409 \n",
       "  1801.94,968.285 1803.96,960.162 1805.81,952.039 1807.51,943.916 1809.05,935.793 1810.43,927.669 1811.65,919.546 1812.27,914.832 1812.71,911.423 1813.6,903.3 \n",
       "  1814.34,895.177 1814.92,887.053 1815.35,878.93 1815.62,870.807 1815.73,862.684 1815.69,854.561 1815.5,846.437 1815.15,838.314 1814.65,830.191 1813.99,822.068 \n",
       "  1813.17,813.944 1812.27,806.364 1812.2,805.821 1811.06,797.698 1809.76,789.575 1808.3,781.452 1806.68,773.328 1804.9,765.205 1802.97,757.082 1800.88,748.959 \n",
       "  1798.63,740.836 1796.22,732.712 1793.66,724.589 1792.11,719.957 1790.92,716.466 1787.98,708.343 1784.89,700.22 1781.64,692.096 1778.23,683.973 1774.65,675.85 \n",
       "  1771.94,669.959 1770.9,667.727 1766.93,659.604 1762.8,651.48 1758.51,643.357 1754.06,635.234 1751.78,631.237 1749.39,627.111 1744.52,618.988 1739.48,610.864 \n",
       "  1734.28,602.741 1731.62,598.721 1728.86,594.618 1723.21,586.495 1717.4,578.372 1711.46,570.297 1711.42,570.248 1705.15,562.125 1698.71,554.002 1692.1,545.879 \n",
       "  1691.29,544.919 1685.19,537.756 1678.1,529.632 1671.13,521.853 1670.82,521.509 1663.22,513.386 1655.44,505.263 1650.97,500.694 1647.42,497.14 1639.12,489.016 \n",
       "  1630.81,481.062 1630.63,480.893 1621.78,472.77 1612.74,464.647 1610.64,462.798 1603.37,456.524 1593.76,448.4 1590.48,445.682 1583.82,440.277 1573.61,432.154 \n",
       "  1570.32,429.582 1563.05,424.031 1552.22,415.907 1550.16,414.388 1540.99,407.784 1530,400.011 1529.49,399.661 1517.53,391.538 1509.83,386.4 1505.25,383.415 \n",
       "  1492.58,375.291 1489.67,373.455 1479.46,367.168 1469.51,361.144 1465.96,359.045 1451.98,350.922 1449.35,349.414 1437.49,342.799 1429.18,338.237 1422.53,334.675 \n",
       "  1409.02,327.556 1407.06,326.552 1391,318.429 1388.86,317.365 1374.29,310.306 1368.7,307.634 1356.96,302.183 1348.53,298.328 1338.93,294.059 1328.37,289.429 \n",
       "  1320.16,285.936 1308.21,280.921 1300.57,277.813 1288.05,272.787 1280.08,269.69 1267.88,265.011 1258.61,261.567 1247.72,257.579 1236.04,253.443 1227.56,250.478 \n",
       "  1212.28,245.32 1207.4,243.695 1187.24,237.217 1187.17,237.197 1167.07,231.057 1160.32,229.074 1146.91,225.182 1131.72,220.951 1126.75,219.582 1106.59,214.264 \n",
       "  1100.89,212.827 1086.42,209.22 1067.45,204.704 1066.26,204.424 1046.1,199.906 1030.49,196.581 1025.94,195.623 1005.77,191.601 989.105,188.458 985.611,187.807 \n",
       "  965.449,184.269 945.286,180.948 941.301,180.335 925.124,177.875 904.962,175.024 884.799,172.388 883.327,172.211 864.637,169.994 844.475,167.814 824.312,165.848 \n",
       "  804.15,164.093 804.083,164.088 783.987,162.57 763.825,161.256 743.663,160.153 723.5,159.259 703.338,158.576 683.176,158.103 663.013,157.841 642.851,157.788 \n",
       "  622.688,157.946 602.526,158.314 582.364,158.892 562.201,159.68 542.039,160.678 521.876,161.886 501.714,163.305 492.021,164.088 481.552,164.944 461.389,166.804 \n",
       "  441.227,168.878 421.065,171.163 412.608,172.211 400.902,173.679 380.74,176.422 360.577,179.381 354.518,180.335 340.415,182.581 320.253,186.01 306.724,188.458 \n",
       "  300.09,189.672 279.928,193.584 265.306,196.581 259.766,197.73 239.603,202.137 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#ba3655; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,165.635 247.028,164.088 259.766,161.466 279.928,157.525 288.361,155.965 300.09,153.82 320.253,150.34 335.644,147.842 340.415,147.076 360.577,144.046 \n",
       "  380.74,141.222 392.316,139.719 400.902,138.616 421.065,136.229 441.227,134.046 461.389,132.066 466.724,131.595 481.552,130.303 501.714,128.746 521.876,127.391 \n",
       "  542.039,126.236 562.201,125.282 582.364,124.528 602.526,123.976 622.688,123.624 642.851,123.474 663.013,123.524 683.176,123.775 703.338,124.227 723.5,124.88 \n",
       "  743.663,125.733 763.825,126.788 783.987,128.043 804.15,129.499 824.312,131.157 829.074,131.595 844.475,133.03 864.637,135.112 884.799,137.397 903.612,139.719 \n",
       "  904.962,139.887 925.124,142.609 945.286,145.536 960.13,147.842 965.449,148.678 985.611,152.054 1005.77,155.638 1007.51,155.965 1025.94,159.469 1046.1,163.515 \n",
       "  1048.81,164.088 1066.26,167.814 1085.88,172.211 1086.42,172.334 1106.59,177.121 1119.54,180.335 1126.75,182.145 1146.91,187.426 1150.7,188.458 1167.07,192.978 \n",
       "  1179.63,196.581 1187.24,198.79 1206.85,204.704 1207.4,204.872 1227.56,211.253 1232.36,212.827 1247.72,217.923 1256.54,220.951 1267.88,224.892 1279.53,229.074 \n",
       "  1288.05,232.171 1301.44,237.197 1308.21,239.772 1322.36,245.32 1328.37,247.708 1342.39,253.443 1348.53,255.992 1361.59,261.567 1368.7,264.64 1380.05,269.69 \n",
       "  1388.86,273.665 1397.81,277.813 1409.02,283.083 1414.93,285.936 1429.18,292.913 1431.47,294.059 1447.41,302.183 1449.35,303.185 1462.78,310.306 1469.51,313.928 \n",
       "  1477.67,318.429 1489.67,325.147 1492.12,326.552 1506.08,334.675 1509.83,336.897 1519.58,342.799 1530,349.199 1532.73,350.922 1545.45,359.045 1550.16,362.106 \n",
       "  1557.78,367.168 1569.81,375.291 1570.32,375.642 1581.4,383.415 1590.48,389.901 1592.73,391.538 1603.67,399.661 1610.64,404.925 1614.35,407.784 1624.7,415.907 \n",
       "  1630.81,420.792 1634.78,424.031 1644.54,432.154 1650.97,437.599 1654.07,440.277 1663.28,448.4 1671.13,455.458 1672.29,456.524 1680.98,464.647 1689.48,472.77 \n",
       "  1691.29,474.536 1697.69,480.893 1705.69,489.016 1711.46,495.007 1713.47,497.14 1720.98,505.263 1728.32,513.386 1731.62,517.125 1735.42,521.509 1742.29,529.632 \n",
       "  1748.99,537.756 1751.78,541.224 1755.46,545.879 1761.71,554.002 1767.81,562.125 1771.94,567.795 1773.7,570.248 1779.36,578.372 1784.87,586.495 1790.21,594.618 \n",
       "  1792.11,597.596 1795.33,602.741 1800.26,610.864 1805.04,618.988 1809.65,627.111 1812.27,631.878 1814.08,635.234 1818.31,643.357 1822.38,651.48 1826.29,659.604 \n",
       "  1830.06,667.727 1832.43,673.077 1833.64,675.85 1837.03,683.973 1840.27,692.096 1843.36,700.22 1846.3,708.343 1849.08,716.466 1851.71,724.589 1852.59,727.479 \n",
       "  1854.16,732.712 1856.45,740.836 1858.59,748.959 1860.57,757.082 1862.41,765.205 1864.1,773.328 1865.64,781.452 1867.02,789.575 1868.26,797.698 1869.35,805.821 \n",
       "  1870.28,813.944 1871.07,822.068 1871.71,830.191 1872.2,838.314 1872.53,846.437 1872.72,854.561 1872.76,862.058 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#ba3655; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,862.892 1872.65,870.807 1872.38,878.93 1871.97,887.053 1871.41,895.177 1870.7,903.3 1869.83,911.423 1868.82,919.546 1867.66,927.669 1866.35,935.793 \n",
       "  1864.89,943.916 1863.27,952.039 1861.51,960.162 1859.6,968.285 1857.54,976.409 1855.33,984.532 1852.96,992.655 1852.59,993.852 1850.42,1000.78 1847.71,1008.9 \n",
       "  1844.85,1017.02 1841.84,1025.15 1838.67,1033.27 1835.36,1041.39 1832.43,1048.24 1831.88,1049.52 1828.19,1057.64 1824.36,1065.76 1820.36,1073.89 1816.21,1082.01 \n",
       "  1812.27,1089.45 1811.9,1090.13 1807.36,1098.26 1802.67,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1860.29,1106.38 1864.75,1098.26 1869.06,1090.13 1872.76,1082.92 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,638.406 1871.16,635.234 1866.92,627.111 1862.54,618.988 1858,610.864 1853.31,602.741 1852.59,601.53 1848.41,594.618 1843.34,586.495 1838.12,578.372 \n",
       "  1832.74,570.248 1832.43,569.795 1827.12,562.125 1821.34,554.002 1815.41,545.879 1812.27,541.686 1809.27,537.756 1802.92,529.632 1796.41,521.509 1792.11,516.267 \n",
       "  1789.7,513.386 1782.75,505.263 1775.64,497.14 1771.94,493.004 1768.31,489.016 1760.75,480.893 1753.02,472.77 1751.78,471.494 1745.01,464.647 1736.81,456.524 \n",
       "  1731.62,451.49 1728.38,448.4 1719.68,440.277 1711.46,432.742 1710.8,432.154 1701.59,424.031 1692.21,415.907 1691.29,415.126 1682.49,407.784 1672.57,399.661 \n",
       "  1671.13,398.5 1662.31,391.538 1651.84,383.415 1650.97,382.755 1640.98,375.291 1630.81,367.813 1629.91,367.168 1618.44,359.045 1610.64,353.612 1606.7,350.922 \n",
       "  1594.61,342.799 1590.48,340.071 1582.15,334.675 1570.32,327.139 1569.38,326.552 1556.15,318.429 1550.16,314.804 1542.55,310.306 1530,302.985 1528.59,302.183 \n",
       "  1514.12,294.059 1509.83,291.687 1499.2,285.936 1489.67,280.857 1483.82,277.813 1469.51,270.465 1467.96,269.69 1451.52,261.567 1449.35,260.509 1434.48,253.443 \n",
       "  1429.18,250.96 1416.84,245.32 1409.02,241.793 1398.56,237.197 1388.86,232.992 1379.57,229.074 1368.7,224.545 1359.82,220.951 1348.53,216.436 1339.25,212.827 \n",
       "  1328.37,208.655 1317.77,204.704 1308.21,201.188 1295.3,196.581 1288.05,194.025 1271.75,188.458 1267.88,187.153 1247.72,180.567 1246.99,180.335 1227.56,174.27 \n",
       "  1220.73,172.211 1207.4,168.239 1192.95,164.088 1187.24,162.464 1167.07,156.947 1163.34,155.965 1146.91,151.69 1131.51,147.842 1126.75,146.665 1106.59,141.89 \n",
       "  1097.01,139.719 1086.42,137.346 1066.26,133.03 1059.23,131.595 1046.1,128.947 1025.94,125.081 1017.09,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#d94d3d; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1170.14,123.472 1187.24,127.943 1200.69,131.595 1207.4,133.436 1227.56,139.174 1229.41,139.719 1247.72,145.176 1256.37,147.842 1267.88,151.43 1281.97,155.965 \n",
       "  1288.05,157.945 1306.32,164.088 1308.21,164.731 1328.37,171.801 1329.51,172.211 1348.53,179.165 1351.64,180.335 1368.7,186.826 1372.86,188.458 1388.86,194.796 \n",
       "  1393.24,196.581 1409.02,203.084 1412.85,204.704 1429.18,211.704 1431.74,212.827 1449.35,220.668 1449.97,220.951 1467.53,229.074 1469.51,230 1484.5,237.197 \n",
       "  1489.67,239.712 1500.93,245.32 1509.83,249.815 1516.85,253.443 1530,260.325 1532.31,261.567 1547.27,269.69 1550.16,271.281 1561.76,277.813 1570.32,282.701 \n",
       "  1575.86,285.936 1589.59,294.059 1590.48,294.597 1602.85,302.183 1610.64,307.036 1615.79,310.306 1628.38,318.429 1630.81,320.016 1640.59,326.552 1650.97,333.598 \n",
       "  1652.53,334.675 1664.08,342.799 1671.13,347.837 1675.37,350.922 1686.34,359.045 1691.29,362.771 1697.03,367.168 1707.45,375.291 1711.46,378.471 1717.57,383.415 \n",
       "  1727.46,391.538 1731.62,395.017 1737.07,399.661 1746.44,407.784 1751.78,412.501 1755.57,415.907 1764.44,424.031 1771.94,431.028 1773.13,432.154 1781.52,440.277 \n",
       "  1789.75,448.4 1792.11,450.768 1797.73,456.524 1805.5,464.647 1812.27,471.869 1813.1,472.77 1820.43,480.893 1827.6,489.016 1832.43,494.606 1834.58,497.14 \n",
       "  1841.33,505.263 1847.93,513.386 1852.59,519.27 1854.34,521.509 1860.53,529.632 1866.56,537.756 1872.45,545.879 1872.76,546.315 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#e65c2e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,475.686 1870.21,472.77 1862.98,464.647 1855.59,456.524 1852.59,453.293 1847.98,448.4 1840.16,440.277 1832.43,432.394 1832.19,432.154 1823.93,424.031 \n",
       "  1815.52,415.907 1812.27,412.829 1806.85,407.784 1797.98,399.661 1792.11,394.384 1788.88,391.538 1779.53,383.415 1771.94,376.941 1769.98,375.291 1760.12,367.168 \n",
       "  1751.78,360.403 1750.08,359.045 1739.71,350.922 1731.62,344.684 1729.13,342.799 1718.23,334.675 1711.46,329.709 1707.07,326.552 1695.62,318.429 1691.29,315.41 \n",
       "  1683.84,310.306 1671.81,302.183 1671.13,301.73 1659.37,294.059 1650.97,288.654 1646.66,285.936 1633.59,277.813 1630.81,276.11 1620.11,269.69 1610.64,264.082 \n",
       "  1606.31,261.567 1592.11,253.443 1590.48,252.525 1577.44,245.32 1570.32,241.436 1562.38,237.197 1550.16,230.763 1546.88,229.074 1530.9,220.951 1530,220.496 \n",
       "  1514.37,212.827 1509.83,210.631 1497.31,204.704 1489.67,201.132 1479.7,196.581 1469.51,191.986 1461.49,188.458 1449.35,183.179 1442.64,180.335 1429.18,174.7 \n",
       "  1423.09,172.211 1409.02,166.538 1402.79,164.088 1388.86,158.681 1381.67,155.965 1368.7,151.118 1359.68,147.842 1348.53,143.841 1336.72,139.719 1328.37,136.838 \n",
       "  1312.72,131.595 1308.21,130.102 1288.05,123.624 1287.56,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#ef6d21; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1386.49,123.472 1388.86,124.327 1408.45,131.595 1409.02,131.811 1429.18,139.58 1429.53,139.719 1449.35,147.64 1449.84,147.842 1469.42,155.965 1469.51,156.001 \n",
       "  1488.32,164.088 1489.67,164.677 1506.58,172.211 1509.83,173.678 1524.26,180.335 1530,183.016 1541.38,188.458 1550.16,192.702 1558,196.581 1570.32,202.749 \n",
       "  1574.14,204.704 1589.82,212.827 1590.48,213.176 1604.99,220.951 1610.64,224.023 1619.76,229.074 1630.81,235.28 1634.15,237.197 1648.14,245.32 1650.97,246.985 \n",
       "  1661.73,253.443 1671.13,259.165 1675,261.567 1687.92,269.69 1691.29,271.845 1700.47,277.813 1711.46,285.054 1712.77,285.936 1724.69,294.059 1731.62,298.85 \n",
       "  1736.35,302.183 1747.72,310.306 1751.78,313.253 1758.79,318.429 1769.62,326.552 1771.94,328.319 1780.14,334.675 1790.47,342.799 1792.11,344.111 1800.48,350.922 \n",
       "  1810.3,359.045 1812.27,360.699 1819.83,367.168 1829.18,375.291 1832.43,378.165 1838.27,383.415 1847.15,391.538 1852.59,396.6 1855.83,399.661 1864.26,407.784 \n",
       "  1872.55,415.907 1872.76,416.113 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#f68111; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,363.658 1867.54,359.045 1858.2,350.922 1852.59,346.117 1848.65,342.799 1838.86,334.675 1832.43,329.43 1828.85,326.552 1818.57,318.429 1812.27,313.523 \n",
       "  1808.07,310.306 1797.29,302.183 1792.11,298.327 1786.26,294.059 1774.98,285.936 1771.94,283.782 1763.38,277.813 1751.78,269.837 1751.56,269.69 1739.36,261.567 \n",
       "  1731.62,256.48 1726.91,253.443 1714.14,245.32 1711.46,243.634 1701.01,237.197 1691.29,231.29 1687.58,229.074 1673.78,220.951 1671.13,219.409 1659.59,212.827 \n",
       "  1650.97,207.977 1645.04,204.704 1630.81,196.949 1630.12,196.581 1614.72,188.458 1610.64,186.336 1598.88,180.335 1590.48,176.099 1582.61,172.211 1570.32,166.219 \n",
       "  1565.86,164.088 1550.16,156.684 1548.6,155.965 1530.78,147.842 1530,147.486 1512.37,139.719 1509.83,138.615 1493.34,131.595 1489.67,130.051 1473.66,123.472 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#fa9706; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1552.5,123.472 1570.32,131.507 1570.51,131.595 1587.95,139.719 1590.48,140.913 1604.88,147.842 1610.64,150.65 1621.33,155.965 1630.81,160.729 1637.35,164.088 \n",
       "  1650.97,171.162 1652.95,172.211 1668.1,180.335 1671.13,181.981 1682.83,188.458 1691.29,193.197 1697.22,196.581 1711.27,204.704 1711.46,204.814 1724.89,212.827 \n",
       "  1731.62,216.893 1738.21,220.951 1751.24,229.074 1751.78,229.413 1763.89,237.197 1771.94,242.445 1776.28,245.32 1788.37,253.443 1792.11,255.991 1800.15,261.567 \n",
       "  1811.71,269.69 1812.27,270.088 1822.93,277.813 1832.43,284.799 1833.95,285.936 1844.66,294.059 1852.59,300.159 1855.18,302.183 1865.42,310.306 1872.76,316.218 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#fbac10; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,272.597 1868.88,269.69 1857.89,261.567 1852.59,257.7 1846.66,253.443 1835.19,245.32 1832.43,243.396 1823.41,237.197 1812.27,229.647 1811.41,229.074 \n",
       "  1799.06,220.951 1792.11,216.435 1786.45,212.827 1773.56,204.704 1771.94,203.697 1760.3,196.581 1751.78,191.434 1746.76,188.458 1732.9,180.335 1731.62,179.595 \n",
       "  1718.63,172.211 1711.46,168.185 1704.02,164.088 1691.29,157.156 1689.06,155.965 1673.68,147.842 1671.13,146.51 1657.87,139.719 1650.97,136.228 1641.63,131.595 \n",
       "  1630.81,126.285 1624.96,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#f9c32a; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1692.45,123.472 1708.06,131.595 1711.46,133.384 1723.27,139.719 1731.62,144.251 1738.12,147.842 1751.78,155.48 1752.63,155.965 1766.74,164.088 1771.94,167.122 \n",
       "  1780.52,172.211 1792.11,179.164 1794.02,180.335 1807.16,188.458 1812.27,191.654 1820.01,196.581 1832.43,204.589 1832.61,204.704 1844.84,212.827 1852.59,218.036 \n",
       "  1856.86,220.951 1868.59,229.074 1872.76,231.994 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#f5d948; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,193.858 1864.56,188.458 1852.59,180.674 1852.06,180.335 1839.22,172.211 1832.43,167.972 1826.11,164.088 1812.73,155.965 1812.27,155.688 1798.97,147.842 \n",
       "  1792.11,143.84 1784.91,139.719 1771.94,132.369 1770.55,131.595 1755.8,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#f1ee74; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1815.73,123.472 1829.73,131.595 1832.43,133.181 1843.38,139.719 1852.59,145.277 1856.77,147.842 1869.86,155.965 1872.76,157.786 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  278.592,123.472 259.766,126.989 239.603,130.956 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#050418; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  570.621,643.357 562.201,644.439 542.039,647.719 522.938,651.48 521.876,651.698 501.714,656.544 490.625,659.604 481.552,662.211 464.547,667.727 461.389,668.795 \n",
       "  442.678,675.85 441.227,676.422 423.842,683.973 421.065,685.236 407.265,692.096 400.902,695.416 392.416,700.22 380.74,707.173 378.917,708.343 366.925,716.466 \n",
       "  360.577,721.015 355.928,724.589 345.974,732.712 340.415,737.546 336.873,740.836 328.698,748.959 321.097,757.082 320.253,758.058 314.439,765.205 308.37,773.328 \n",
       "  302.841,781.452 300.09,785.93 297.978,789.575 293.778,797.698 290.088,805.821 286.906,813.944 284.234,822.068 282.07,830.191 280.416,838.314 279.928,841.776 \n",
       "  279.306,846.437 278.703,854.561 278.583,862.684 278.944,870.807 279.788,878.93 279.928,879.79 281.18,887.053 283.088,895.177 285.506,903.3 288.433,911.423 \n",
       "  291.869,919.546 295.814,927.669 300.09,935.468 300.279,935.793 305.538,943.916 311.337,952.039 317.675,960.162 320.253,963.207 324.826,968.285 332.714,976.409 \n",
       "  340.415,983.802 341.227,984.532 350.875,992.655 360.577,1000.34 361.175,1000.78 372.839,1008.9 380.74,1014.11 385.507,1017.02 399.502,1025.15 400.902,1025.92 \n",
       "  415.339,1033.27 421.065,1036.05 433.087,1041.39 441.227,1044.85 453.335,1049.52 461.389,1052.49 476.939,1057.64 481.552,1059.11 501.714,1064.78 505.714,1065.76 \n",
       "  521.876,1069.57 542.039,1073.62 543.645,1073.89 562.201,1076.85 582.364,1079.39 602.526,1081.25 615.38,1082.01 622.688,1082.42 642.851,1082.91 663.013,1082.75 \n",
       "  681.31,1082.01 683.176,1081.93 703.338,1080.41 723.5,1078.2 743.663,1075.32 751.811,1073.89 763.825,1071.68 783.987,1067.29 789.997,1065.76 804.15,1062.04 \n",
       "  818.818,1057.64 824.312,1055.92 842.611,1049.52 844.475,1048.84 862.847,1041.39 864.637,1040.64 880.474,1033.27 884.799,1031.16 896.132,1025.15 904.962,1020.22 \n",
       "  910.266,1017.02 923.051,1008.9 925.124,1007.51 934.451,1000.78 945.072,992.655 945.286,992.48 954.417,984.532 963.156,976.409 965.449,974.123 970.943,968.285 \n",
       "  978.032,960.162 984.565,952.039 985.611,950.617 990.256,943.916 995.363,935.793 999.946,927.669 1004.01,919.546 1005.77,915.484 1007.44,911.423 1010.29,903.3 \n",
       "  1012.64,895.177 1014.5,887.053 1015.86,878.93 1016.73,870.807 1017.1,862.684 1016.97,854.561 1016.36,846.437 1015.24,838.314 1013.63,830.191 1011.53,822.068 \n",
       "  1008.93,813.944 1005.84,805.821 1005.77,805.681 1002.04,797.698 997.72,789.575 992.875,781.452 987.507,773.328 985.611,770.716 981.368,765.205 974.557,757.082 \n",
       "  967.19,748.959 965.449,747.174 958.861,740.836 949.826,732.712 945.286,728.883 939.841,724.589 928.903,716.466 925.124,713.813 916.744,708.343 904.962,701.052 \n",
       "  903.507,700.22 888.571,692.096 884.799,690.141 871.84,683.973 864.637,680.699 852.93,675.85 844.475,672.499 831.134,667.727 824.312,665.387 805.402,659.604 \n",
       "  804.15,659.236 783.987,654.031 772.526,651.48 763.825,649.618 743.663,645.992 725.559,643.357 723.5,643.068 703.338,640.907 683.176,639.41 663.013,638.578 \n",
       "  642.851,638.412 622.688,638.911 602.526,640.075 582.364,641.904 570.621,643.357 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#ff0000; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
       "  954.107,1106.38 954.107,-367.982 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip242)\" style=\"stroke:#000000; stroke-width:8; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,418.344 1872.76,418.344 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip242)\" cx=\"954.107\" cy=\"860.653\" r=\"14\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"2.56\"/>\n",
       "<path clip-path=\"url(#clip240)\" d=\"\n",
       "M1449.33 398.156 L1818.32 398.156 L1818.32 156.236 L1449.33 156.236  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<polyline clip-path=\"url(#clip240)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1449.33,398.156 1818.32,398.156 1818.32,156.236 1449.33,156.236 1449.33,398.156 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip240)\" style=\"stroke:#ff0000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1467.48,216.716 1576.36,216.716 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip240)\" d=\"M 0 0 M1600.13 230.061 L1616.45 230.061 L1616.45 233.996 L1594.5 233.996 L1594.5 230.061 Q1597.17 227.306 1601.75 222.676 Q1606.35 218.024 1607.54 216.681 Q1609.78 214.158 1610.66 212.422 Q1611.56 210.663 1611.56 208.973 Q1611.56 206.218 1609.62 204.482 Q1607.7 202.746 1604.6 202.746 Q1602.4 202.746 1599.94 203.51 Q1597.51 204.274 1594.73 205.825 L1594.73 201.102 Q1597.56 199.968 1600.01 199.389 Q1602.47 198.811 1604.5 198.811 Q1609.87 198.811 1613.07 201.496 Q1616.26 204.181 1616.26 208.672 Q1616.26 210.801 1615.45 212.723 Q1614.66 214.621 1612.56 217.213 Q1611.98 217.885 1608.88 221.102 Q1605.78 224.297 1600.13 230.061 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1621.52 228.116 L1626.4 228.116 L1626.4 233.996 L1621.52 233.996 L1621.52 228.116 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1630.29 199.436 L1652.51 199.436 L1652.51 201.426 L1639.97 233.996 L1635.08 233.996 L1646.89 203.371 L1630.29 203.371 L1630.29 199.436 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1657.63 199.436 L1675.98 199.436 L1675.98 203.371 L1661.91 203.371 L1661.91 211.843 Q1662.93 211.496 1663.95 211.334 Q1664.97 211.149 1665.98 211.149 Q1671.77 211.149 1675.15 214.32 Q1678.53 217.491 1678.53 222.908 Q1678.53 228.486 1675.06 231.588 Q1671.59 234.667 1665.27 234.667 Q1663.09 234.667 1660.82 234.297 Q1658.58 233.926 1656.17 233.186 L1656.17 228.486 Q1658.25 229.621 1660.47 230.176 Q1662.7 230.732 1665.17 230.732 Q1669.18 230.732 1671.52 228.625 Q1673.85 226.519 1673.85 222.908 Q1673.85 219.297 1671.52 217.19 Q1669.18 215.084 1665.17 215.084 Q1663.3 215.084 1661.42 215.5 Q1659.57 215.917 1657.63 216.797 L1657.63 199.436 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1728.3 210.663 L1704.41 219.158 L1728.3 227.607 L1728.3 231.82 L1698.62 221.056 L1698.62 217.213 L1728.3 206.45 L1728.3 210.663 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1769.39 208.07 L1760.01 220.686 L1769.87 233.996 L1764.85 233.996 L1757.3 223.811 L1749.76 233.996 L1744.73 233.996 L1754.8 220.431 L1745.59 208.07 L1750.61 208.07 L1757.49 217.306 L1764.36 208.07 L1769.39 208.07 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip240)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1467.48,277.196 1576.36,277.196 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip240)\" d=\"M 0 0 M1608.35 296.883 Q1606.54 301.513 1604.83 302.925 Q1603.11 304.337 1600.24 304.337 L1596.84 304.337 L1596.84 300.772 L1599.34 300.772 Q1601.1 300.772 1602.07 299.939 Q1603.04 299.105 1604.23 296.003 L1604.99 294.059 L1594.5 268.55 L1599.02 268.55 L1607.12 288.828 L1615.22 268.55 L1619.73 268.55 L1608.35 296.883 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1669.5 271.143 L1645.61 279.638 L1669.5 288.087 L1669.5 292.3 L1639.83 281.536 L1639.83 277.693 L1669.5 266.93 L1669.5 271.143 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1686.89 279.592 L1699.36 279.592 L1699.36 283.388 L1686.89 283.388 L1686.89 279.592 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1714.43 262.994 Q1710.82 262.994 1708.99 266.559 Q1707.19 270.101 1707.19 277.23 Q1707.19 284.337 1708.99 287.902 Q1710.82 291.443 1714.43 291.443 Q1718.07 291.443 1719.87 287.902 Q1721.7 284.337 1721.7 277.23 Q1721.7 270.101 1719.87 266.559 Q1718.07 262.994 1714.43 262.994 M1714.43 259.291 Q1720.24 259.291 1723.3 263.897 Q1726.38 268.48 1726.38 277.23 Q1726.38 285.957 1723.3 290.564 Q1720.24 295.147 1714.43 295.147 Q1708.62 295.147 1705.54 290.564 Q1702.49 285.957 1702.49 277.23 Q1702.49 268.48 1705.54 263.897 Q1708.62 259.291 1714.43 259.291 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1731.45 288.596 L1736.33 288.596 L1736.33 294.476 L1731.45 294.476 L1731.45 288.596 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1755.57 275.842 Q1758.92 276.559 1760.8 278.828 Q1762.7 281.096 1762.7 284.429 Q1762.7 289.545 1759.18 292.346 Q1755.66 295.147 1749.18 295.147 Q1747 295.147 1744.69 294.707 Q1742.4 294.291 1739.94 293.434 L1739.94 288.92 Q1741.89 290.054 1744.2 290.633 Q1746.52 291.212 1749.04 291.212 Q1753.44 291.212 1755.73 289.476 Q1758.04 287.74 1758.04 284.429 Q1758.04 281.374 1755.89 279.661 Q1753.76 277.925 1749.94 277.925 L1745.91 277.925 L1745.91 274.082 L1750.13 274.082 Q1753.58 274.082 1755.4 272.717 Q1757.23 271.328 1757.23 268.735 Q1757.23 266.073 1755.34 264.661 Q1753.46 263.226 1749.94 263.226 Q1748.02 263.226 1745.82 263.643 Q1743.62 264.059 1740.98 264.939 L1740.98 260.772 Q1743.65 260.031 1745.96 259.661 Q1748.3 259.291 1750.36 259.291 Q1755.68 259.291 1758.78 261.721 Q1761.89 264.129 1761.89 268.249 Q1761.89 271.119 1760.24 273.11 Q1758.6 275.078 1755.57 275.842 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip240)\" cx=\"1521.92\" cy=\"337.676\" r=\"23\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.096\"/>\n",
       "<path clip-path=\"url(#clip240)\" d=\"M 0 0 M1606.4 332.016 Q1602.98 332.016 1600.98 334.701 Q1598.99 337.363 1598.99 342.016 Q1598.99 346.669 1600.96 349.354 Q1602.95 352.016 1606.4 352.016 Q1609.8 352.016 1611.79 349.331 Q1613.79 346.646 1613.79 342.016 Q1613.79 337.41 1611.79 334.724 Q1609.8 332.016 1606.4 332.016 M1606.4 328.405 Q1611.96 328.405 1615.13 332.016 Q1618.3 335.627 1618.3 342.016 Q1618.3 348.382 1615.13 352.016 Q1611.96 355.627 1606.4 355.627 Q1600.82 355.627 1597.65 352.016 Q1594.5 348.382 1594.5 342.016 Q1594.5 335.627 1597.65 332.016 Q1600.82 328.405 1606.4 328.405 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1626.89 351.067 L1626.89 364.817 L1622.6 364.817 L1622.6 329.03 L1626.89 329.03 L1626.89 332.965 Q1628.23 330.65 1630.27 329.539 Q1632.33 328.405 1635.17 328.405 Q1639.9 328.405 1642.84 332.155 Q1645.8 335.905 1645.8 342.016 Q1645.8 348.127 1642.84 351.877 Q1639.9 355.627 1635.17 355.627 Q1632.33 355.627 1630.27 354.516 Q1628.23 353.382 1626.89 351.067 M1641.38 342.016 Q1641.38 337.317 1639.43 334.655 Q1637.51 331.97 1634.13 331.97 Q1630.75 331.97 1628.81 334.655 Q1626.89 337.317 1626.89 342.016 Q1626.89 346.715 1628.81 349.4 Q1630.75 352.062 1634.13 352.062 Q1637.51 352.062 1639.43 349.4 Q1641.38 346.715 1641.38 342.016 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1654.48 321.669 L1654.48 329.03 L1663.25 329.03 L1663.25 332.34 L1654.48 332.34 L1654.48 346.414 Q1654.48 349.585 1655.34 350.488 Q1656.22 351.391 1658.88 351.391 L1663.25 351.391 L1663.25 354.956 L1658.88 354.956 Q1653.95 354.956 1652.07 353.127 Q1650.2 351.275 1650.2 346.414 L1650.2 332.34 L1647.07 332.34 L1647.07 329.03 L1650.2 329.03 L1650.2 321.669 L1654.48 321.669 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1667.72 329.03 L1671.98 329.03 L1671.98 354.956 L1667.72 354.956 L1667.72 329.03 M1667.72 318.937 L1671.98 318.937 L1671.98 324.331 L1667.72 324.331 L1667.72 318.937 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1696.63 334.007 Q1698.23 331.136 1700.45 329.771 Q1702.67 328.405 1705.68 328.405 Q1709.73 328.405 1711.93 331.252 Q1714.13 334.076 1714.13 339.308 L1714.13 354.956 L1709.85 354.956 L1709.85 339.447 Q1709.85 335.72 1708.53 333.914 Q1707.21 332.109 1704.5 332.109 Q1701.19 332.109 1699.27 334.308 Q1697.35 336.507 1697.35 340.303 L1697.35 354.956 L1693.07 354.956 L1693.07 339.447 Q1693.07 335.697 1691.75 333.914 Q1690.43 332.109 1687.67 332.109 Q1684.41 332.109 1682.49 334.331 Q1680.57 336.53 1680.57 340.303 L1680.57 354.956 L1676.29 354.956 L1676.29 329.03 L1680.57 329.03 L1680.57 333.058 Q1682.03 330.673 1684.06 329.539 Q1686.1 328.405 1688.9 328.405 Q1691.72 328.405 1693.69 329.84 Q1695.68 331.275 1696.63 334.007 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1718.16 344.724 L1718.16 329.03 L1722.42 329.03 L1722.42 344.562 Q1722.42 348.243 1723.85 350.095 Q1725.29 351.923 1728.16 351.923 Q1731.61 351.923 1733.6 349.724 Q1735.61 347.525 1735.61 343.729 L1735.61 329.03 L1739.87 329.03 L1739.87 354.956 L1735.61 354.956 L1735.61 350.974 Q1734.06 353.335 1732 354.493 Q1729.97 355.627 1727.26 355.627 Q1722.79 355.627 1720.47 352.849 Q1718.16 350.071 1718.16 344.724 M1728.88 328.405 L1728.88 328.405 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1764.53 334.007 Q1766.12 331.136 1768.34 329.771 Q1770.57 328.405 1773.58 328.405 Q1777.63 328.405 1779.83 331.252 Q1782.03 334.076 1782.03 339.308 L1782.03 354.956 L1777.74 354.956 L1777.74 339.447 Q1777.74 335.72 1776.42 333.914 Q1775.1 332.109 1772.4 332.109 Q1769.09 332.109 1767.16 334.308 Q1765.24 336.507 1765.24 340.303 L1765.24 354.956 L1760.96 354.956 L1760.96 339.447 Q1760.96 335.697 1759.64 333.914 Q1758.32 332.109 1755.57 332.109 Q1752.3 332.109 1750.38 334.331 Q1748.46 336.53 1748.46 340.303 L1748.46 354.956 L1744.18 354.956 L1744.18 329.03 L1748.46 329.03 L1748.46 333.058 Q1749.92 330.673 1751.96 329.539 Q1753.99 328.405 1756.79 328.405 Q1759.62 328.405 1761.59 329.84 Q1763.58 331.275 1764.53 334.007 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1097.56 803.626 L1097.56 807.653 Q1095.75 806.727 1093.81 806.265 Q1091.86 805.802 1089.78 805.802 Q1086.61 805.802 1085.01 806.774 Q1083.44 807.746 1083.44 809.69 Q1083.44 811.172 1084.57 812.028 Q1085.71 812.862 1089.13 813.626 L1090.59 813.95 Q1095.13 814.922 1097.03 816.704 Q1098.95 818.464 1098.95 821.635 Q1098.95 825.246 1096.08 827.352 Q1093.23 829.459 1088.23 829.459 Q1086.15 829.459 1083.88 829.042 Q1081.63 828.649 1079.13 827.838 L1079.13 823.44 Q1081.49 824.667 1083.79 825.292 Q1086.08 825.894 1088.32 825.894 Q1091.33 825.894 1092.95 824.876 Q1094.57 823.834 1094.57 821.959 Q1094.57 820.223 1093.39 819.297 Q1092.23 818.371 1088.28 817.514 L1086.79 817.167 Q1082.84 816.334 1081.08 814.621 Q1079.32 812.885 1079.32 809.876 Q1079.32 806.218 1081.91 804.227 Q1084.5 802.237 1089.27 802.237 Q1091.63 802.237 1093.72 802.584 Q1095.8 802.931 1097.56 803.626 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1113.46 805.848 Q1110.04 805.848 1108.04 808.533 Q1106.05 811.195 1106.05 815.848 Q1106.05 820.501 1108.02 823.186 Q1110.01 825.848 1113.46 825.848 Q1116.86 825.848 1118.85 823.163 Q1120.85 820.477 1120.85 815.848 Q1120.85 811.241 1118.85 808.556 Q1116.86 805.848 1113.46 805.848 M1113.46 802.237 Q1119.02 802.237 1122.19 805.848 Q1125.36 809.459 1125.36 815.848 Q1125.36 822.213 1122.19 825.848 Q1119.02 829.459 1113.46 829.459 Q1107.88 829.459 1104.71 825.848 Q1101.56 822.213 1101.56 815.848 Q1101.56 809.459 1104.71 805.848 Q1107.88 802.237 1113.46 802.237 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1150.01 807.839 Q1151.61 804.968 1153.83 803.602 Q1156.05 802.237 1159.06 802.237 Q1163.11 802.237 1165.31 805.084 Q1167.51 807.908 1167.51 813.139 L1167.51 828.788 L1163.23 828.788 L1163.23 813.278 Q1163.23 809.552 1161.91 807.746 Q1160.59 805.94 1157.88 805.94 Q1154.57 805.94 1152.65 808.139 Q1150.73 810.339 1150.73 814.135 L1150.73 828.788 L1146.45 828.788 L1146.45 813.278 Q1146.45 809.528 1145.13 807.746 Q1143.81 805.94 1141.05 805.94 Q1137.79 805.94 1135.87 808.163 Q1133.95 810.362 1133.95 814.135 L1133.95 828.788 L1129.66 828.788 L1129.66 802.862 L1133.95 802.862 L1133.95 806.889 Q1135.41 804.505 1137.44 803.371 Q1139.48 802.237 1142.28 802.237 Q1145.1 802.237 1147.07 803.672 Q1149.06 805.107 1150.01 807.839 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1194.16 814.76 L1194.16 816.843 L1174.57 816.843 Q1174.85 821.241 1177.21 823.556 Q1179.59 825.848 1183.83 825.848 Q1186.28 825.848 1188.58 825.246 Q1190.89 824.644 1193.16 823.44 L1193.16 827.468 Q1190.87 828.44 1188.46 828.95 Q1186.05 829.459 1183.58 829.459 Q1177.37 829.459 1173.74 825.848 Q1170.13 822.237 1170.13 816.079 Q1170.13 809.714 1173.55 805.987 Q1177 802.237 1182.84 802.237 Q1188.07 802.237 1191.1 805.616 Q1194.16 808.973 1194.16 814.76 M1189.9 813.51 Q1189.85 810.014 1187.93 807.931 Q1186.03 805.848 1182.88 805.848 Q1179.32 805.848 1177.16 807.862 Q1175.03 809.876 1174.71 813.533 L1189.9 813.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1196.15 802.862 L1200.4 802.862 L1205.73 823.093 L1211.03 802.862 L1216.05 802.862 L1221.38 823.093 L1226.68 802.862 L1230.94 802.862 L1224.15 828.788 L1219.13 828.788 L1213.55 807.538 L1207.95 828.788 L1202.93 828.788 L1196.15 802.862 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1256.96 813.139 L1256.96 828.788 L1252.7 828.788 L1252.7 813.278 Q1252.7 809.598 1251.26 807.769 Q1249.83 805.94 1246.96 805.94 Q1243.51 805.94 1241.52 808.139 Q1239.53 810.339 1239.53 814.135 L1239.53 828.788 L1235.24 828.788 L1235.24 792.769 L1239.53 792.769 L1239.53 806.889 Q1241.05 804.552 1243.11 803.394 Q1245.2 802.237 1247.9 802.237 Q1252.37 802.237 1254.66 805.015 Q1256.96 807.769 1256.96 813.139 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1283.6 814.76 L1283.6 816.843 L1264.02 816.843 Q1264.29 821.241 1266.65 823.556 Q1269.04 825.848 1273.27 825.848 Q1275.73 825.848 1278.02 825.246 Q1280.34 824.644 1282.6 823.44 L1282.6 827.468 Q1280.31 828.44 1277.9 828.95 Q1275.5 829.459 1273.02 829.459 Q1266.82 829.459 1263.18 825.848 Q1259.57 822.237 1259.57 816.079 Q1259.57 809.714 1263 805.987 Q1266.45 802.237 1272.28 802.237 Q1277.51 802.237 1280.54 805.616 Q1283.6 808.973 1283.6 814.76 M1279.34 813.51 Q1279.29 810.014 1277.37 807.931 Q1275.47 805.848 1272.33 805.848 Q1268.76 805.848 1266.61 807.862 Q1264.48 809.876 1264.15 813.533 L1279.34 813.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1303.09 806.843 Q1302.37 806.427 1301.52 806.241 Q1300.68 806.033 1299.66 806.033 Q1296.05 806.033 1294.11 808.394 Q1292.19 810.732 1292.19 815.13 L1292.19 828.788 L1287.9 828.788 L1287.9 802.862 L1292.19 802.862 L1292.19 806.889 Q1293.53 804.528 1295.68 803.394 Q1297.84 802.237 1300.91 802.237 Q1301.35 802.237 1301.89 802.306 Q1302.42 802.352 1303.07 802.468 L1303.09 806.843 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1328.69 814.76 L1328.69 816.843 L1309.11 816.843 Q1309.39 821.241 1311.75 823.556 Q1314.13 825.848 1318.37 825.848 Q1320.82 825.848 1323.11 825.246 Q1325.43 824.644 1327.7 823.44 L1327.7 827.468 Q1325.4 828.44 1323 828.95 Q1320.59 829.459 1318.11 829.459 Q1311.91 829.459 1308.27 825.848 Q1304.66 822.237 1304.66 816.079 Q1304.66 809.714 1308.09 805.987 Q1311.54 802.237 1317.37 802.237 Q1322.6 802.237 1325.64 805.616 Q1328.69 808.973 1328.69 814.76 M1324.43 813.51 Q1324.39 810.014 1322.46 807.931 Q1320.57 805.848 1317.42 805.848 Q1313.85 805.848 1311.7 807.862 Q1309.57 809.876 1309.25 813.533 L1324.43 813.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1369.78 813.139 L1369.78 828.788 L1365.52 828.788 L1365.52 813.278 Q1365.52 809.598 1364.08 807.769 Q1362.65 805.94 1359.78 805.94 Q1356.33 805.94 1354.34 808.139 Q1352.35 810.339 1352.35 814.135 L1352.35 828.788 L1348.07 828.788 L1348.07 792.769 L1352.35 792.769 L1352.35 806.889 Q1353.88 804.552 1355.94 803.394 Q1358.02 802.237 1360.73 802.237 Q1365.2 802.237 1367.49 805.015 Q1369.78 807.769 1369.78 813.139 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1396.42 814.76 L1396.42 816.843 L1376.84 816.843 Q1377.12 821.241 1379.48 823.556 Q1381.86 825.848 1386.1 825.848 Q1388.55 825.848 1390.84 825.246 Q1393.16 824.644 1395.43 823.44 L1395.43 827.468 Q1393.14 828.44 1390.73 828.95 Q1388.32 829.459 1385.84 829.459 Q1379.64 829.459 1376.01 825.848 Q1372.39 822.237 1372.39 816.079 Q1372.39 809.714 1375.82 805.987 Q1379.27 802.237 1385.1 802.237 Q1390.33 802.237 1393.37 805.616 Q1396.42 808.973 1396.42 814.76 M1392.16 813.51 Q1392.12 810.014 1390.2 807.931 Q1388.3 805.848 1385.15 805.848 Q1381.58 805.848 1379.43 807.862 Q1377.3 809.876 1376.98 813.533 L1392.16 813.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1415.91 806.843 Q1415.2 806.427 1414.34 806.241 Q1413.51 806.033 1412.49 806.033 Q1408.88 806.033 1406.93 808.394 Q1405.01 810.732 1405.01 815.13 L1405.01 828.788 L1400.73 828.788 L1400.73 802.862 L1405.01 802.862 L1405.01 806.889 Q1406.35 804.528 1408.51 803.394 Q1410.66 802.237 1413.74 802.237 Q1414.18 802.237 1414.71 802.306 Q1415.24 802.352 1415.89 802.468 L1415.91 806.843 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip240)\" d=\"M 0 0 M1441.51 814.76 L1441.51 816.843 L1421.93 816.843 Q1422.21 821.241 1424.57 823.556 Q1426.95 825.848 1431.19 825.848 Q1433.64 825.848 1435.94 825.246 Q1438.25 824.644 1440.52 823.44 L1440.52 827.468 Q1438.23 828.44 1435.82 828.95 Q1433.41 829.459 1430.94 829.459 Q1424.73 829.459 1421.1 825.848 Q1417.49 822.237 1417.49 816.079 Q1417.49 809.714 1420.91 805.987 Q1424.36 802.237 1430.2 802.237 Q1435.43 802.237 1438.46 805.616 Q1441.51 808.973 1441.51 814.76 M1437.26 813.51 Q1437.21 810.014 1435.29 807.931 Q1433.39 805.848 1430.24 805.848 Q1426.68 805.848 1424.52 807.862 Q1422.39 809.876 1422.07 813.533 L1437.26 813.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /></svg>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "p1 = contour( x,y,loss2d',\n",
    "              xlims = (1,5),\n",
    "              ylims = (-1,0),\n",
    "              legend = false,\n",
    "              levels = 21,\n",
    "              title = \"Contour plot of loss function\",\n",
    "              xlabel = \"x\",\n",
    "              ylabel = \"y\",\n",
    "              annotation = (3.5,-0.7,text(\"somewhere here\",8)) )\n",
    "plot!([2.75,2.75],[-1,0.5],linecolor=:red,linewidth=2,label=\"2.75 < x\",legend=true)\n",
    "plot!([1,5],[-0.3,-0.3],linecolor=:black,linewidth=2,label=\"y < -0.3\")\n",
    "scatter!([2.75],[-0.75],markercolor=:red,label=\"optimum\")\n",
    "display(p1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "minimum at:\n",
      "     2.750\n",
      "    -0.750\n",
      "\n"
     ]
    }
   ],
   "source": [
    "opt = Opt(:LN_COBYLA, 2)               #bounds on the parameters\n",
    "lower_bounds!(opt,[2.75, -Inf])\n",
    "upper_bounds!(opt,[Inf, -0.3])\n",
    "min_objective!(opt,(p,g)->lossfun(p,g,0))\n",
    "xtol_rel!(opt,1e-8)\n",
    "\n",
    "(minf,minx,ret) = optimize(opt,[3.0, -0.5])\n",
    "println(\"minimum at:\")\n",
    "printmat(minx)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Optimization with Equality Constraints\n",
    "\n",
    "We now impose the constraint that $x+2y-3=0.$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"480\" height=\"320\" viewBox=\"0 0 1920 1280\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip280\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"1920\" height=\"1280\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip280)\" d=\"\n",
       "M0 1280 L1920 1280 L1920 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip281\">\n",
       "    <rect x=\"384\" y=\"0\" width=\"1345\" height=\"1280\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip280)\" d=\"\n",
       "M239.603 1106.38 L1872.76 1106.38 L1872.76 123.472 L239.603 123.472  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip282\">\n",
       "    <rect x=\"239\" y=\"123\" width=\"1634\" height=\"984\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,1106.38 239.603,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  647.891,1106.38 647.891,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1056.18,1106.38 1056.18,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1464.47,1106.38 1464.47,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1872.76,1106.38 1872.76,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip280)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 1872.76,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip280)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 239.603,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip280)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  647.891,1106.38 647.891,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip280)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1056.18,1106.38 1056.18,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip280)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1464.47,1106.38 1464.47,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip280)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,1106.38 1872.76,1094.58 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip280)\" d=\"M 0 0 M229.985 1159.28 L237.624 1159.28 L237.624 1132.91 L229.314 1134.58 L229.314 1130.32 L237.578 1128.65 L242.254 1128.65 L242.254 1159.28 L249.892 1159.28 L249.892 1163.21 L229.985 1163.21 L229.985 1159.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M642.544 1159.28 L658.864 1159.28 L658.864 1163.21 L636.919 1163.21 L636.919 1159.28 Q639.581 1156.52 644.165 1151.89 Q648.771 1147.24 649.952 1145.9 Q652.197 1143.37 653.077 1141.64 Q653.979 1139.88 653.979 1138.19 Q653.979 1135.43 652.035 1133.7 Q650.114 1131.96 647.012 1131.96 Q644.813 1131.96 642.359 1132.73 Q639.928 1133.49 637.151 1135.04 L637.151 1130.32 Q639.975 1129.18 642.428 1128.61 Q644.882 1128.03 646.919 1128.03 Q652.289 1128.03 655.484 1130.71 Q658.678 1133.4 658.678 1137.89 Q658.678 1140.02 657.868 1141.94 Q657.081 1143.84 654.975 1146.43 Q654.396 1147.1 651.294 1150.32 Q648.192 1153.51 642.544 1159.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1060.43 1144.58 Q1063.78 1145.3 1065.66 1147.56 Q1067.56 1149.83 1067.56 1153.17 Q1067.56 1158.28 1064.04 1161.08 Q1060.52 1163.88 1054.04 1163.88 Q1051.86 1163.88 1049.55 1163.44 Q1047.26 1163.03 1044.8 1162.17 L1044.8 1157.66 Q1046.75 1158.79 1049.06 1159.37 Q1051.38 1159.95 1053.9 1159.95 Q1058.3 1159.95 1060.59 1158.21 Q1062.9 1156.48 1062.9 1153.17 Q1062.9 1150.11 1060.75 1148.4 Q1058.62 1146.66 1054.8 1146.66 L1050.77 1146.66 L1050.77 1142.82 L1054.99 1142.82 Q1058.44 1142.82 1060.27 1141.45 Q1062.09 1140.06 1062.09 1137.47 Q1062.09 1134.81 1060.2 1133.4 Q1058.32 1131.96 1054.8 1131.96 Q1052.88 1131.96 1050.68 1132.38 Q1048.48 1132.8 1045.84 1133.67 L1045.84 1129.51 Q1048.51 1128.77 1050.82 1128.4 Q1053.16 1128.03 1055.22 1128.03 Q1060.54 1128.03 1063.64 1130.46 Q1066.75 1132.86 1066.75 1136.99 Q1066.75 1139.86 1065.1 1141.85 Q1063.46 1143.81 1060.43 1144.58 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1467.48 1132.73 L1455.67 1151.17 L1467.48 1151.17 L1467.48 1132.73 M1466.25 1128.65 L1472.13 1128.65 L1472.13 1151.17 L1477.06 1151.17 L1477.06 1155.06 L1472.13 1155.06 L1472.13 1163.21 L1467.48 1163.21 L1467.48 1155.06 L1451.88 1155.06 L1451.88 1150.55 L1466.25 1128.65 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1863.03 1128.65 L1881.39 1128.65 L1881.39 1132.59 L1867.32 1132.59 L1867.32 1141.06 Q1868.33 1140.71 1869.35 1140.55 Q1870.37 1140.36 1871.39 1140.36 Q1877.18 1140.36 1880.56 1143.54 Q1883.94 1146.71 1883.94 1152.12 Q1883.94 1157.7 1880.46 1160.8 Q1876.99 1163.88 1870.67 1163.88 Q1868.5 1163.88 1866.23 1163.51 Q1863.98 1163.14 1861.58 1162.4 L1861.58 1157.7 Q1863.66 1158.84 1865.88 1159.39 Q1868.1 1159.95 1870.58 1159.95 Q1874.58 1159.95 1876.92 1157.84 Q1879.26 1155.74 1879.26 1152.12 Q1879.26 1148.51 1876.92 1146.41 Q1874.58 1144.3 1870.58 1144.3 Q1868.71 1144.3 1866.83 1144.72 Q1864.98 1145.13 1863.03 1146.01 L1863.03 1128.65 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1072.79 1208.4 L1059.9 1225.74 L1073.46 1244.04 L1066.56 1244.04 L1056.18 1230.04 L1045.8 1244.04 L1038.9 1244.04 L1052.74 1225.39 L1040.07 1208.4 L1046.98 1208.4 L1056.43 1221.1 L1065.89 1208.4 L1072.79 1208.4 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip282)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,1106.38 1872.76,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,909.798 1872.76,909.798 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,713.217 1872.76,713.217 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,516.635 1872.76,516.635 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,320.054 1872.76,320.054 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,123.472 1872.76,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip280)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 239.603,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip280)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 259.201,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip280)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,909.798 259.201,909.798 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip280)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,713.217 259.201,713.217 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip280)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,516.635 259.201,516.635 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip280)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,320.054 259.201,320.054 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip280)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,123.472 259.201,123.472 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip280)\" d=\"M 0 0 M118.373 1106.83 L148.049 1106.83 L148.049 1110.77 L118.373 1110.77 L118.373 1106.83 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M153.928 1119.72 L161.567 1119.72 L161.567 1093.36 L153.257 1095.03 L153.257 1090.77 L161.521 1089.1 L166.197 1089.1 L166.197 1119.72 L173.836 1119.72 L173.836 1123.66 L153.928 1123.66 L153.928 1119.72 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M178.905 1117.78 L183.789 1117.78 L183.789 1123.66 L178.905 1123.66 L178.905 1117.78 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M198.859 1092.18 Q195.248 1092.18 193.419 1095.74 Q191.613 1099.28 191.613 1106.41 Q191.613 1113.52 193.419 1117.09 Q195.248 1120.63 198.859 1120.63 Q202.493 1120.63 204.299 1117.09 Q206.127 1113.52 206.127 1106.41 Q206.127 1099.28 204.299 1095.74 Q202.493 1092.18 198.859 1092.18 M198.859 1088.47 Q204.669 1088.47 207.724 1093.08 Q210.803 1097.66 210.803 1106.41 Q210.803 1115.14 207.724 1119.75 Q204.669 1124.33 198.859 1124.33 Q193.049 1124.33 189.97 1119.75 Q186.914 1115.14 186.914 1106.41 Q186.914 1097.66 189.97 1093.08 Q193.049 1088.47 198.859 1088.47 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M117.239 910.25 L146.915 910.25 L146.915 914.185 L117.239 914.185 L117.239 910.25 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M161.984 895.597 Q158.373 895.597 156.544 899.162 Q154.739 902.703 154.739 909.833 Q154.739 916.939 156.544 920.504 Q158.373 924.046 161.984 924.046 Q165.618 924.046 167.424 920.504 Q169.252 916.939 169.252 909.833 Q169.252 902.703 167.424 899.162 Q165.618 895.597 161.984 895.597 M161.984 891.893 Q167.794 891.893 170.85 896.5 Q173.928 901.083 173.928 909.833 Q173.928 918.56 170.85 923.166 Q167.794 927.75 161.984 927.75 Q156.174 927.75 153.095 923.166 Q150.04 918.56 150.04 909.833 Q150.04 901.083 153.095 896.5 Q156.174 891.893 161.984 891.893 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M178.998 921.199 L183.882 921.199 L183.882 927.078 L178.998 927.078 L178.998 921.199 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M198.951 910.666 Q195.618 910.666 193.697 912.449 Q191.799 914.231 191.799 917.356 Q191.799 920.481 193.697 922.264 Q195.618 924.046 198.951 924.046 Q202.285 924.046 204.206 922.264 Q206.127 920.458 206.127 917.356 Q206.127 914.231 204.206 912.449 Q202.308 910.666 198.951 910.666 M194.275 908.676 Q191.266 907.935 189.576 905.875 Q187.91 903.815 187.91 900.852 Q187.91 896.708 190.85 894.301 Q193.813 891.893 198.951 891.893 Q204.113 891.893 207.053 894.301 Q209.993 896.708 209.993 900.852 Q209.993 903.815 208.303 905.875 Q206.637 907.935 203.65 908.676 Q207.03 909.463 208.905 911.754 Q210.803 914.046 210.803 917.356 Q210.803 922.379 207.724 925.064 Q204.669 927.75 198.951 927.75 Q193.234 927.75 190.155 925.064 Q187.1 922.379 187.1 917.356 Q187.1 914.046 188.998 911.754 Q190.896 909.463 194.275 908.676 M192.563 901.291 Q192.563 903.977 194.229 905.481 Q195.919 906.986 198.951 906.986 Q201.961 906.986 203.65 905.481 Q205.363 903.977 205.363 901.291 Q205.363 898.606 203.65 897.102 Q201.961 895.597 198.951 895.597 Q195.919 895.597 194.229 897.102 Q192.563 898.606 192.563 901.291 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M116.984 713.668 L146.66 713.668 L146.66 717.603 L116.984 717.603 L116.984 713.668 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M161.729 699.015 Q158.118 699.015 156.29 702.58 Q154.484 706.122 154.484 713.251 Q154.484 720.358 156.29 723.923 Q158.118 727.464 161.729 727.464 Q165.364 727.464 167.169 723.923 Q168.998 720.358 168.998 713.251 Q168.998 706.122 167.169 702.58 Q165.364 699.015 161.729 699.015 M161.729 695.312 Q167.54 695.312 170.595 699.918 Q173.674 704.502 173.674 713.251 Q173.674 721.978 170.595 726.585 Q167.54 731.168 161.729 731.168 Q155.919 731.168 152.841 726.585 Q149.785 721.978 149.785 713.251 Q149.785 704.502 152.841 699.918 Q155.919 695.312 161.729 695.312 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M178.743 724.617 L183.627 724.617 L183.627 730.497 L178.743 730.497 L178.743 724.617 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M199.275 711.353 Q196.127 711.353 194.275 713.506 Q192.447 715.659 192.447 719.409 Q192.447 723.136 194.275 725.312 Q196.127 727.464 199.275 727.464 Q202.424 727.464 204.252 725.312 Q206.104 723.136 206.104 719.409 Q206.104 715.659 204.252 713.506 Q202.424 711.353 199.275 711.353 M208.558 696.701 L208.558 700.96 Q206.799 700.127 204.993 699.687 Q203.211 699.247 201.451 699.247 Q196.822 699.247 194.368 702.372 Q191.938 705.497 191.59 711.816 Q192.956 709.802 195.016 708.738 Q197.076 707.65 199.553 707.65 Q204.762 707.65 207.771 710.821 Q210.803 713.969 210.803 719.409 Q210.803 724.733 207.655 727.95 Q204.507 731.168 199.275 731.168 Q193.28 731.168 190.109 726.585 Q186.938 721.978 186.938 713.251 Q186.938 705.057 190.826 700.196 Q194.715 695.312 201.266 695.312 Q203.025 695.312 204.808 695.659 Q206.613 696.006 208.558 696.701 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M116.66 517.087 L146.336 517.087 L146.336 521.022 L116.66 521.022 L116.66 517.087 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M161.405 502.434 Q157.794 502.434 155.966 505.999 Q154.16 509.54 154.16 516.67 Q154.16 523.776 155.966 527.341 Q157.794 530.883 161.405 530.883 Q165.04 530.883 166.845 527.341 Q168.674 523.776 168.674 516.67 Q168.674 509.54 166.845 505.999 Q165.04 502.434 161.405 502.434 M161.405 498.73 Q167.215 498.73 170.271 503.337 Q173.35 507.92 173.35 516.67 Q173.35 525.397 170.271 530.003 Q167.215 534.587 161.405 534.587 Q155.595 534.587 152.516 530.003 Q149.461 525.397 149.461 516.67 Q149.461 507.92 152.516 503.337 Q155.595 498.73 161.405 498.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M178.419 528.036 L183.303 528.036 L183.303 533.915 L178.419 533.915 L178.419 528.036 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M201.22 503.429 L189.414 521.878 L201.22 521.878 L201.22 503.429 M199.993 499.355 L205.873 499.355 L205.873 521.878 L210.803 521.878 L210.803 525.767 L205.873 525.767 L205.873 533.915 L201.22 533.915 L201.22 525.767 L185.618 525.767 L185.618 521.253 L199.993 499.355 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M118.743 320.505 L148.419 320.505 L148.419 324.44 L118.743 324.44 L118.743 320.505 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M163.489 305.852 Q159.878 305.852 158.049 309.417 Q156.243 312.959 156.243 320.088 Q156.243 327.195 158.049 330.76 Q159.878 334.301 163.489 334.301 Q167.123 334.301 168.928 330.76 Q170.757 327.195 170.757 320.088 Q170.757 312.959 168.928 309.417 Q167.123 305.852 163.489 305.852 M163.489 302.149 Q169.299 302.149 172.354 306.755 Q175.433 311.338 175.433 320.088 Q175.433 328.815 172.354 333.422 Q169.299 338.005 163.489 338.005 Q157.678 338.005 154.6 333.422 Q151.544 328.815 151.544 320.088 Q151.544 311.338 154.6 306.755 Q157.678 302.149 163.489 302.149 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M180.502 331.454 L185.387 331.454 L185.387 337.334 L180.502 337.334 L180.502 331.454 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M194.484 333.399 L210.803 333.399 L210.803 337.334 L188.859 337.334 L188.859 333.399 Q191.521 330.644 196.104 326.014 Q200.711 321.362 201.891 320.019 Q204.137 317.496 205.016 315.76 Q205.919 314 205.919 312.311 Q205.919 309.556 203.975 307.82 Q202.053 306.084 198.951 306.084 Q196.752 306.084 194.299 306.848 Q191.868 307.612 189.09 309.163 L189.09 304.44 Q191.914 303.306 194.368 302.727 Q196.822 302.149 198.859 302.149 Q204.229 302.149 207.424 304.834 Q210.618 307.519 210.618 312.01 Q210.618 314.139 209.808 316.061 Q209.021 317.959 206.914 320.551 Q206.336 321.223 203.234 324.44 Q200.132 327.635 194.484 333.399 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M161.891 109.271 Q158.28 109.271 156.452 112.836 Q154.646 116.377 154.646 123.507 Q154.646 130.613 156.452 134.178 Q158.28 137.72 161.891 137.72 Q165.526 137.72 167.331 134.178 Q169.16 130.613 169.16 123.507 Q169.16 116.377 167.331 112.836 Q165.526 109.271 161.891 109.271 M161.891 105.567 Q167.702 105.567 170.757 110.174 Q173.836 114.757 173.836 123.507 Q173.836 132.234 170.757 136.84 Q167.702 141.423 161.891 141.423 Q156.081 141.423 153.003 136.84 Q149.947 132.234 149.947 123.507 Q149.947 114.757 153.003 110.174 Q156.081 105.567 161.891 105.567 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M178.905 134.873 L183.789 134.873 L183.789 140.752 L178.905 140.752 L178.905 134.873 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M198.859 109.271 Q195.248 109.271 193.419 112.836 Q191.613 116.377 191.613 123.507 Q191.613 130.613 193.419 134.178 Q195.248 137.72 198.859 137.72 Q202.493 137.72 204.299 134.178 Q206.127 130.613 206.127 123.507 Q206.127 116.377 204.299 112.836 Q202.493 109.271 198.859 109.271 M198.859 105.567 Q204.669 105.567 207.724 110.174 Q210.803 114.757 210.803 123.507 Q210.803 132.234 207.724 136.84 Q204.669 141.423 198.859 141.423 Q193.049 141.423 189.97 136.84 Q186.914 132.234 186.914 123.507 Q186.914 114.757 189.97 110.174 Q193.049 105.567 198.859 105.567 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M76.9143 613.239 Q83.28 615.722 85.2216 618.077 Q87.1631 620.432 87.1631 624.379 L87.1631 629.058 L82.2615 629.058 L82.2615 625.62 Q82.2615 623.201 81.1157 621.865 Q79.9699 620.528 75.7048 618.905 L73.0312 617.854 L37.9562 632.273 L37.9562 626.066 L65.838 614.926 L37.9562 603.786 L37.9562 597.579 L76.9143 613.239 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M575.783 16.7545 L575.783 25.383 Q571.651 21.5346 566.952 19.6307 Q562.293 17.7268 557.027 17.7268 Q546.657 17.7268 541.148 24.0867 Q535.638 30.4061 535.638 42.3968 Q535.638 54.3469 541.148 60.7069 Q546.657 67.0263 557.027 67.0263 Q562.293 67.0263 566.952 65.1223 Q571.651 63.2184 575.783 59.3701 L575.783 67.9175 Q571.489 70.8341 566.668 72.2924 Q561.888 73.7508 556.541 73.7508 Q542.808 73.7508 534.909 65.3654 Q527.01 56.9395 527.01 42.3968 Q527.01 27.8135 534.909 19.4281 Q542.808 11.0023 556.541 11.0023 Q561.969 11.0023 566.749 12.4606 Q571.57 13.8784 575.783 16.7545 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M601.182 32.4315 Q595.187 32.4315 591.703 37.1306 Q588.219 41.7891 588.219 49.9314 Q588.219 58.0738 591.662 62.7728 Q595.146 67.4314 601.182 67.4314 Q607.137 67.4314 610.621 62.7323 Q614.104 58.0333 614.104 49.9314 Q614.104 41.8701 610.621 37.1711 Q607.137 32.4315 601.182 32.4315 M601.182 26.1121 Q610.904 26.1121 616.454 32.4315 Q622.004 38.7509 622.004 49.9314 Q622.004 61.0714 616.454 67.4314 Q610.904 73.7508 601.182 73.7508 Q591.419 73.7508 585.87 67.4314 Q580.36 61.0714 580.36 49.9314 Q580.36 38.7509 585.87 32.4315 Q591.419 26.1121 601.182 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M667.536 45.1919 L667.536 72.576 L660.082 72.576 L660.082 45.4349 Q660.082 38.994 657.571 35.7938 Q655.059 32.5936 650.036 32.5936 Q644 32.5936 640.516 36.4419 Q637.032 40.2903 637.032 46.9338 L637.032 72.576 L629.538 72.576 L629.538 27.2059 L637.032 27.2059 L637.032 34.2544 Q639.706 30.163 643.311 28.1376 Q646.957 26.1121 651.697 26.1121 Q659.515 26.1121 663.525 30.9732 Q667.536 35.7938 667.536 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M682.727 14.324 L682.727 27.2059 L698.08 27.2059 L698.08 32.9987 L682.727 32.9987 L682.727 57.6282 Q682.727 63.1779 684.226 64.7578 Q685.765 66.3376 690.423 66.3376 L698.08 66.3376 L698.08 72.576 L690.423 72.576 Q681.795 72.576 678.514 69.3758 Q675.233 66.1351 675.233 57.6282 L675.233 32.9987 L669.764 32.9987 L669.764 27.2059 L675.233 27.2059 L675.233 14.324 L682.727 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M723.479 32.4315 Q717.483 32.4315 714 37.1306 Q710.516 41.7891 710.516 49.9314 Q710.516 58.0738 713.959 62.7728 Q717.443 67.4314 723.479 67.4314 Q729.434 67.4314 732.917 62.7323 Q736.401 58.0333 736.401 49.9314 Q736.401 41.8701 732.917 37.1711 Q729.434 32.4315 723.479 32.4315 M723.479 26.1121 Q733.201 26.1121 738.751 32.4315 Q744.3 38.7509 744.3 49.9314 Q744.3 61.0714 738.751 67.4314 Q733.201 73.7508 723.479 73.7508 Q713.716 73.7508 708.166 67.4314 Q702.657 61.0714 702.657 49.9314 Q702.657 38.7509 708.166 32.4315 Q713.716 26.1121 723.479 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M751.349 54.671 L751.349 27.2059 L758.803 27.2059 L758.803 54.3874 Q758.803 60.8284 761.314 64.0691 Q763.826 67.2693 768.849 67.2693 Q774.885 67.2693 778.369 63.421 Q781.893 59.5726 781.893 52.9291 L781.893 27.2059 L789.346 27.2059 L789.346 72.576 L781.893 72.576 L781.893 65.6084 Q779.179 69.7404 775.573 71.7658 Q772.009 73.7508 767.269 73.7508 Q759.451 73.7508 755.4 68.8897 Q751.349 64.0286 751.349 54.671 M770.105 26.1121 L770.105 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M823.455 34.1734 Q822.199 33.4443 820.7 33.1202 Q819.242 32.7556 817.46 32.7556 Q811.14 32.7556 807.738 36.8875 Q804.375 40.9789 804.375 48.6757 L804.375 72.576 L796.881 72.576 L796.881 27.2059 L804.375 27.2059 L804.375 34.2544 Q806.725 30.1225 810.492 28.1376 Q814.26 26.1121 819.647 26.1121 Q820.417 26.1121 821.349 26.2337 Q822.28 26.3147 823.415 26.5172 L823.455 34.1734 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M864.855 65.7705 L864.855 89.8329 L857.361 89.8329 L857.361 27.2059 L864.855 27.2059 L864.855 34.0924 Q867.205 30.0415 870.77 28.0971 Q874.375 26.1121 879.358 26.1121 Q887.621 26.1121 892.766 32.6746 Q897.951 39.2371 897.951 49.9314 Q897.951 60.6258 892.766 67.1883 Q887.621 73.7508 879.358 73.7508 Q874.375 73.7508 870.77 71.8063 Q867.205 69.8214 864.855 65.7705 M890.214 49.9314 Q890.214 41.7081 886.811 37.0496 Q883.449 32.3505 877.535 32.3505 Q871.62 32.3505 868.218 37.0496 Q864.855 41.7081 864.855 49.9314 Q864.855 58.1548 868.218 62.8538 Q871.62 67.5124 877.535 67.5124 Q883.449 67.5124 886.811 62.8538 Q890.214 58.1548 890.214 49.9314 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M905.769 9.54393 L913.223 9.54393 L913.223 72.576 L905.769 72.576 L905.769 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M938.622 32.4315 Q932.627 32.4315 929.143 37.1306 Q925.659 41.7891 925.659 49.9314 Q925.659 58.0738 929.103 62.7728 Q932.586 67.4314 938.622 67.4314 Q944.577 67.4314 948.061 62.7323 Q951.545 58.0333 951.545 49.9314 Q951.545 41.8701 948.061 37.1711 Q944.577 32.4315 938.622 32.4315 M938.622 26.1121 Q948.344 26.1121 953.894 32.4315 Q959.444 38.7509 959.444 49.9314 Q959.444 61.0714 953.894 67.4314 Q948.344 73.7508 938.622 73.7508 Q928.86 73.7508 923.31 67.4314 Q917.801 61.0714 917.801 49.9314 Q917.801 38.7509 923.31 32.4315 Q928.86 26.1121 938.622 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M974.635 14.324 L974.635 27.2059 L989.988 27.2059 L989.988 32.9987 L974.635 32.9987 L974.635 57.6282 Q974.635 63.1779 976.134 64.7578 Q977.673 66.3376 982.332 66.3376 L989.988 66.3376 L989.988 72.576 L982.332 72.576 Q973.703 72.576 970.422 69.3758 Q967.141 66.1351 967.141 57.6282 L967.141 32.9987 L961.672 32.9987 L961.672 27.2059 L967.141 27.2059 L967.141 14.324 L974.635 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1041.76 32.4315 Q1035.76 32.4315 1032.28 37.1306 Q1028.8 41.7891 1028.8 49.9314 Q1028.8 58.0738 1032.24 62.7728 Q1035.72 67.4314 1041.76 67.4314 Q1047.71 67.4314 1051.2 62.7323 Q1054.68 58.0333 1054.68 49.9314 Q1054.68 41.8701 1051.2 37.1711 Q1047.71 32.4315 1041.76 32.4315 M1041.76 26.1121 Q1051.48 26.1121 1057.03 32.4315 Q1062.58 38.7509 1062.58 49.9314 Q1062.58 61.0714 1057.03 67.4314 Q1051.48 73.7508 1041.76 73.7508 Q1032 73.7508 1026.45 67.4314 Q1020.94 61.0714 1020.94 49.9314 Q1020.94 38.7509 1026.45 32.4315 Q1032 26.1121 1041.76 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1093.37 9.54393 L1093.37 15.7418 L1086.24 15.7418 Q1082.23 15.7418 1080.65 17.3622 Q1079.11 18.9825 1079.11 23.1955 L1079.11 27.2059 L1091.38 27.2059 L1091.38 32.9987 L1079.11 32.9987 L1079.11 72.576 L1071.61 72.576 L1071.61 32.9987 L1064.48 32.9987 L1064.48 27.2059 L1071.61 27.2059 L1071.61 24.0462 Q1071.61 16.471 1075.14 13.0277 Q1078.66 9.54393 1086.32 9.54393 L1093.37 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1127.56 9.54393 L1135.01 9.54393 L1135.01 72.576 L1127.56 72.576 L1127.56 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1160.41 32.4315 Q1154.41 32.4315 1150.93 37.1306 Q1147.45 41.7891 1147.45 49.9314 Q1147.45 58.0738 1150.89 62.7728 Q1154.37 67.4314 1160.41 67.4314 Q1166.36 67.4314 1169.85 62.7323 Q1173.33 58.0333 1173.33 49.9314 Q1173.33 41.8701 1169.85 37.1711 Q1166.36 32.4315 1160.41 32.4315 M1160.41 26.1121 Q1170.13 26.1121 1175.68 32.4315 Q1181.23 38.7509 1181.23 49.9314 Q1181.23 61.0714 1175.68 67.4314 Q1170.13 73.7508 1160.41 73.7508 Q1150.65 73.7508 1145.1 67.4314 Q1139.59 61.0714 1139.59 49.9314 Q1139.59 38.7509 1145.1 32.4315 Q1150.65 26.1121 1160.41 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1217.97 28.5427 L1217.97 35.5912 Q1214.81 33.9709 1211.41 33.1607 Q1208.01 32.3505 1204.36 32.3505 Q1198.81 32.3505 1196.02 34.0519 Q1193.26 35.7533 1193.26 39.156 Q1193.26 41.7486 1195.25 43.2475 Q1197.23 44.7058 1203.23 46.0426 L1205.78 46.6097 Q1213.72 48.3111 1217.04 51.4303 Q1220.4 54.509 1220.4 60.0587 Q1220.4 66.3781 1215.38 70.0644 Q1210.4 73.7508 1201.65 73.7508 Q1198 73.7508 1194.03 73.0216 Q1190.1 72.3329 1185.73 70.9151 L1185.73 63.2184 Q1189.86 65.3654 1193.87 66.4591 Q1197.88 67.5124 1201.81 67.5124 Q1207.08 67.5124 1209.91 65.73 Q1212.75 63.9071 1212.75 60.6258 Q1212.75 57.5877 1210.68 55.9673 Q1208.66 54.3469 1201.73 52.8481 L1199.14 52.2405 Q1192.21 50.7821 1189.13 47.7845 Q1186.05 44.7463 1186.05 39.4801 Q1186.05 33.0797 1190.59 29.5959 Q1195.13 26.1121 1203.47 26.1121 Q1207.6 26.1121 1211.25 26.7198 Q1214.89 27.3274 1217.97 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1257.14 28.5427 L1257.14 35.5912 Q1253.99 33.9709 1250.58 33.1607 Q1247.18 32.3505 1243.53 32.3505 Q1237.98 32.3505 1235.19 34.0519 Q1232.43 35.7533 1232.43 39.156 Q1232.43 41.7486 1234.42 43.2475 Q1236.4 44.7058 1242.4 46.0426 L1244.95 46.6097 Q1252.89 48.3111 1256.21 51.4303 Q1259.58 54.509 1259.58 60.0587 Q1259.58 66.3781 1254.55 70.0644 Q1249.57 73.7508 1240.82 73.7508 Q1237.17 73.7508 1233.2 73.0216 Q1229.27 72.3329 1224.9 70.9151 L1224.9 63.2184 Q1229.03 65.3654 1233.04 66.4591 Q1237.05 67.5124 1240.98 67.5124 Q1246.25 67.5124 1249.08 65.73 Q1251.92 63.9071 1251.92 60.6258 Q1251.92 57.5877 1249.85 55.9673 Q1247.83 54.3469 1240.9 52.8481 L1238.31 52.2405 Q1231.38 50.7821 1228.3 47.7845 Q1225.22 44.7463 1225.22 39.4801 Q1225.22 33.0797 1229.76 29.5959 Q1234.3 26.1121 1242.64 26.1121 Q1246.77 26.1121 1250.42 26.7198 Q1254.07 27.3274 1257.14 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1316.73 9.54393 L1316.73 15.7418 L1309.6 15.7418 Q1305.59 15.7418 1304.01 17.3622 Q1302.47 18.9825 1302.47 23.1955 L1302.47 27.2059 L1314.75 27.2059 L1314.75 32.9987 L1302.47 32.9987 L1302.47 72.576 L1294.98 72.576 L1294.98 32.9987 L1287.85 32.9987 L1287.85 27.2059 L1294.98 27.2059 L1294.98 24.0462 Q1294.98 16.471 1298.5 13.0277 Q1302.03 9.54393 1309.69 9.54393 L1316.73 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1323.78 54.671 L1323.78 27.2059 L1331.24 27.2059 L1331.24 54.3874 Q1331.24 60.8284 1333.75 64.0691 Q1336.26 67.2693 1341.28 67.2693 Q1347.32 67.2693 1350.8 63.421 Q1354.33 59.5726 1354.33 52.9291 L1354.33 27.2059 L1361.78 27.2059 L1361.78 72.576 L1354.33 72.576 L1354.33 65.6084 Q1351.61 69.7404 1348.01 71.7658 Q1344.44 73.7508 1339.7 73.7508 Q1331.88 73.7508 1327.83 68.8897 Q1323.78 64.0286 1323.78 54.671 M1342.54 26.1121 L1342.54 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1407.31 45.1919 L1407.31 72.576 L1399.86 72.576 L1399.86 45.4349 Q1399.86 38.994 1397.35 35.7938 Q1394.84 32.5936 1389.81 32.5936 Q1383.78 32.5936 1380.29 36.4419 Q1376.81 40.2903 1376.81 46.9338 L1376.81 72.576 L1369.31 72.576 L1369.31 27.2059 L1376.81 27.2059 L1376.81 34.2544 Q1379.48 30.163 1383.09 28.1376 Q1386.73 26.1121 1391.47 26.1121 Q1399.29 26.1121 1403.3 30.9732 Q1407.31 35.7938 1407.31 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1447.78 28.9478 L1447.78 35.9153 Q1444.62 34.1734 1441.42 33.3227 Q1438.26 32.4315 1435.02 32.4315 Q1427.77 32.4315 1423.76 37.0496 Q1419.75 41.6271 1419.75 49.9314 Q1419.75 58.2358 1423.76 62.8538 Q1427.77 67.4314 1435.02 67.4314 Q1438.26 67.4314 1441.42 66.5807 Q1444.62 65.6895 1447.78 63.9476 L1447.78 70.8341 Q1444.66 72.2924 1441.3 73.0216 Q1437.98 73.7508 1434.21 73.7508 Q1423.96 73.7508 1417.93 67.3098 Q1411.89 60.8689 1411.89 49.9314 Q1411.89 38.832 1417.97 32.472 Q1424.08 26.1121 1434.7 26.1121 Q1438.14 26.1121 1441.42 26.8413 Q1444.7 27.5299 1447.78 28.9478 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1462.97 14.324 L1462.97 27.2059 L1478.32 27.2059 L1478.32 32.9987 L1462.97 32.9987 L1462.97 57.6282 Q1462.97 63.1779 1464.47 64.7578 Q1466.01 66.3376 1470.67 66.3376 L1478.32 66.3376 L1478.32 72.576 L1470.67 72.576 Q1462.04 72.576 1458.76 69.3758 Q1455.48 66.1351 1455.48 57.6282 L1455.48 32.9987 L1450.01 32.9987 L1450.01 27.2059 L1455.48 27.2059 L1455.48 14.324 L1462.97 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1486.14 27.2059 L1493.6 27.2059 L1493.6 72.576 L1486.14 72.576 L1486.14 27.2059 M1486.14 9.54393 L1493.6 9.54393 L1493.6 18.9825 L1486.14 18.9825 L1486.14 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1519 32.4315 Q1513 32.4315 1509.52 37.1306 Q1506.03 41.7891 1506.03 49.9314 Q1506.03 58.0738 1509.48 62.7728 Q1512.96 67.4314 1519 67.4314 Q1524.95 67.4314 1528.43 62.7323 Q1531.92 58.0333 1531.92 49.9314 Q1531.92 41.8701 1528.43 37.1711 Q1524.95 32.4315 1519 32.4315 M1519 26.1121 Q1528.72 26.1121 1534.27 32.4315 Q1539.82 38.7509 1539.82 49.9314 Q1539.82 61.0714 1534.27 67.4314 Q1528.72 73.7508 1519 73.7508 Q1509.23 73.7508 1503.68 67.4314 Q1498.17 61.0714 1498.17 49.9314 Q1498.17 38.7509 1503.68 32.4315 Q1509.23 26.1121 1519 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1585.35 45.1919 L1585.35 72.576 L1577.9 72.576 L1577.9 45.4349 Q1577.9 38.994 1575.38 35.7938 Q1572.87 32.5936 1567.85 32.5936 Q1561.81 32.5936 1558.33 36.4419 Q1554.85 40.2903 1554.85 46.9338 L1554.85 72.576 L1547.35 72.576 L1547.35 27.2059 L1554.85 27.2059 L1554.85 34.2544 Q1557.52 30.163 1561.12 28.1376 Q1564.77 26.1121 1569.51 26.1121 Q1577.33 26.1121 1581.34 30.9732 Q1585.35 35.7938 1585.35 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip282)\" style=\"stroke:#130a34; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  322.193,1106.38 320.253,1105.46 306.029,1098.26 300.09,1095.15 291.06,1090.13 279.928,1083.73 277.094,1082.01 264.204,1073.89 259.766,1070.98 252.199,1065.76 \n",
       "  240.876,1057.64 239.603,1056.69 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#130a34; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  973.494,1106.38 985.611,1100.43 989.779,1098.26 1004.84,1090.13 1005.77,1089.61 1018.63,1082.01 1025.94,1077.53 1031.56,1073.89 1043.65,1065.76 1046.1,1064.05 \n",
       "  1054.81,1057.64 1065.41,1049.52 1066.26,1048.84 1075.12,1041.39 1084.37,1033.27 1086.42,1031.38 1092.89,1025.15 1100.91,1017.02 1106.59,1010.97 1108.44,1008.9 \n",
       "  1115.34,1000.78 1121.85,992.655 1126.75,986.151 1127.92,984.532 1133.41,976.409 1138.54,968.285 1143.29,960.162 1146.91,953.439 1147.64,952.039 1151.48,943.916 \n",
       "  1154.97,935.793 1158.1,927.669 1160.87,919.546 1163.29,911.423 1165.35,903.3 1167.05,895.177 1167.07,895.024 1168.34,887.053 1169.29,878.93 1169.89,870.807 \n",
       "  1170.15,862.684 1170.06,854.561 1169.63,846.437 1168.86,838.314 1167.74,830.191 1167.07,826.503 1166.24,822.068 1164.36,813.944 1162.13,805.821 1159.53,797.698 \n",
       "  1156.58,789.575 1153.27,781.452 1149.6,773.328 1146.91,767.895 1145.52,765.205 1140.96,757.082 1136.02,748.959 1130.71,740.836 1126.75,735.168 1124.96,732.712 \n",
       "  1118.64,724.589 1111.94,716.466 1106.59,710.336 1104.77,708.343 1096.95,700.22 1088.73,692.096 1086.42,689.927 1079.8,683.973 1070.34,675.85 1066.26,672.498 \n",
       "  1060.17,667.727 1049.35,659.604 1046.1,657.261 1037.66,651.48 1025.94,643.747 1025.31,643.357 1011.82,635.234 1005.77,631.722 997.374,627.111 985.611,620.874 \n",
       "  981.835,618.988 965.449,611.074 964.987,610.864 946.472,602.741 945.286,602.237 926.107,594.618 925.124,594.239 904.962,587.016 903.389,586.495 884.799,580.517 \n",
       "  877.534,578.372 864.637,574.671 847.719,570.248 844.475,569.423 824.312,564.798 811.25,562.125 804.15,560.711 783.987,557.183 763.825,554.142 762.721,554.002 \n",
       "  743.663,551.65 723.5,549.636 703.338,548.096 683.176,547.03 663.013,546.437 642.851,546.319 622.688,546.674 602.526,547.503 582.364,548.807 562.201,550.584 \n",
       "  542.039,552.835 533.404,554.002 521.876,555.602 501.714,558.887 484.4,562.125 481.552,562.673 461.389,567.048 448.155,570.248 441.227,571.971 421.065,577.499 \n",
       "  418.154,578.372 400.902,583.693 392.53,586.495 380.74,590.559 369.824,594.618 360.577,598.162 349.442,602.741 340.415,606.572 330.941,610.864 320.253,615.868 \n",
       "  313.986,618.988 300.09,626.142 298.314,627.111 283.934,635.234 279.928,637.58 270.589,643.357 259.766,650.308 258.032,651.48 246.481,659.604 239.603,664.639 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#240b4e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,564.297 244.038,562.125 259.766,554.628 261.149,554.002 279.581,545.879 279.928,545.73 299.541,537.756 300.09,537.538 320.253,529.994 321.281,529.632 \n",
       "  340.415,523.064 345.252,521.509 360.577,516.699 371.901,513.386 380.74,510.859 400.902,505.516 401.938,505.263 421.065,500.697 437.35,497.14 441.227,496.311 \n",
       "  461.389,492.406 480.885,489.016 481.552,488.903 501.714,485.865 521.876,483.22 542.039,480.966 542.83,480.893 562.201,479.142 582.364,477.704 602.526,476.649 \n",
       "  622.688,475.977 642.851,475.69 663.013,475.785 683.176,476.265 703.338,477.128 723.5,478.375 743.663,480.006 752.548,480.893 763.825,482.044 783.987,484.494 \n",
       "  804.15,487.335 814.633,489.016 824.312,490.603 844.475,494.308 858.376,497.14 864.637,498.443 884.799,503.052 893.682,505.263 904.962,508.135 924.025,513.386 \n",
       "  925.124,513.696 945.286,519.81 950.524,521.509 965.449,526.47 974.378,529.632 985.611,533.71 996.111,537.756 1005.77,541.573 1016.07,545.879 1025.94,550.11 \n",
       "  1034.54,554.002 1046.1,559.373 1051.73,562.125 1066.26,569.423 1067.83,570.248 1082.81,578.372 1086.42,580.384 1096.88,586.495 1106.59,592.331 1110.22,594.618 \n",
       "  1122.76,602.741 1126.75,605.411 1134.56,610.864 1145.84,618.988 1146.91,619.789 1156.34,627.111 1166.45,635.234 1167.07,635.75 1175.86,643.357 1184.89,651.48 \n",
       "  1187.24,653.671 1193.35,659.604 1201.39,667.727 1207.4,674.057 1209.04,675.85 1216.16,683.973 1222.95,692.096 1227.56,697.876 1229.36,700.22 1235.31,708.343 \n",
       "  1240.95,716.466 1246.28,724.589 1247.72,726.929 1251.18,732.712 1255.73,740.836 1259.99,748.959 1263.95,757.082 1267.61,765.205 1267.88,765.879 1270.87,773.328 \n",
       "  1273.83,781.452 1276.51,789.575 1278.89,797.698 1280.99,805.821 1282.79,813.944 1284.31,822.068 1285.54,830.191 1286.48,838.314 1287.13,846.437 1287.49,854.561 \n",
       "  1287.56,862.684 1287.35,870.807 1286.84,878.93 1286.05,887.053 1284.96,895.177 1283.59,903.3 1281.93,911.423 1279.97,919.546 1277.73,927.669 1275.2,935.793 \n",
       "  1272.39,943.916 1269.28,952.039 1267.88,955.369 1265.81,960.162 1262.01,968.285 1257.9,976.409 1253.49,984.532 1248.79,992.655 1247.72,994.386 1243.65,1000.78 \n",
       "  1238.17,1008.9 1232.38,1017.02 1227.56,1023.44 1226.23,1025.15 1219.59,1033.27 1212.64,1041.39 1207.4,1047.24 1205.29,1049.52 1197.41,1057.64 1189.2,1065.76 \n",
       "  1187.24,1067.64 1180.42,1073.89 1171.21,1082.01 1167.07,1085.53 1161.44,1090.13 1151.16,1098.26 1146.91,1101.5 1140.25,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#390962; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1263.38,1106.38 1267.88,1102.26 1272.12,1098.26 1280.43,1090.13 1288.05,1082.43 1288.44,1082.01 1295.94,1073.89 1303.15,1065.76 1308.21,1059.84 1310.03,1057.64 \n",
       "  1316.48,1049.52 1322.67,1041.39 1328.37,1033.55 1328.57,1033.27 1334.05,1025.15 1339.26,1017.02 1344.2,1008.9 1348.53,1001.39 1348.87,1000.78 1353.17,992.655 \n",
       "  1357.2,984.532 1360.99,976.409 1364.51,968.285 1367.78,960.162 1368.7,957.684 1370.73,952.039 1373.41,943.916 1375.84,935.793 1378.02,927.669 1379.95,919.546 \n",
       "  1381.64,911.423 1383.07,903.3 1384.25,895.177 1385.19,887.053 1385.87,878.93 1386.31,870.807 1386.5,862.684 1386.43,854.561 1386.12,846.437 1385.56,838.314 \n",
       "  1384.75,830.191 1383.69,822.068 1382.38,813.944 1380.83,805.821 1379.02,797.698 1376.96,789.575 1374.66,781.452 1372.1,773.328 1369.3,765.205 1368.7,763.603 \n",
       "  1366.18,757.082 1362.78,748.959 1359.13,740.836 1355.22,732.712 1351.05,724.589 1348.53,719.962 1346.58,716.466 1341.76,708.343 1336.68,700.22 1331.34,692.096 \n",
       "  1328.37,687.794 1325.66,683.973 1319.61,675.85 1313.29,667.727 1308.21,661.461 1306.66,659.604 1299.58,651.48 1292.23,643.357 1288.05,638.909 1284.48,635.234 \n",
       "  1276.31,627.111 1267.88,619.014 1267.86,618.988 1258.82,610.864 1249.49,602.741 1247.72,601.253 1239.59,594.618 1229.31,586.495 1227.56,585.147 1218.42,578.372 \n",
       "  1207.4,570.428 1207.14,570.248 1195.12,562.125 1187.24,556.939 1182.6,554.002 1169.43,545.879 1167.07,544.459 1155.48,537.756 1146.91,532.921 1140.84,529.632 \n",
       "  1126.75,522.185 1125.41,521.509 1109,513.386 1106.59,512.221 1091.54,505.263 1086.42,502.949 1072.97,497.14 1066.26,494.308 1053.11,489.016 1046.1,486.257 \n",
       "  1031.76,480.893 1025.94,478.758 1008.69,472.77 1005.77,471.778 985.611,465.297 983.463,464.647 965.449,459.303 955.465,456.524 945.286,453.746 925.124,448.606 \n",
       "  924.257,448.4 904.962,443.915 888.031,440.277 884.799,439.596 864.637,435.693 844.571,432.154 844.475,432.137 824.312,428.988 804.15,426.18 786.592,424.031 \n",
       "  783.987,423.718 763.825,421.629 743.663,419.875 723.5,418.455 703.338,417.369 683.176,416.617 663.013,416.2 642.851,416.116 622.688,416.367 602.526,416.951 \n",
       "  582.364,417.87 562.201,419.123 542.039,420.711 521.876,422.632 509.372,424.031 501.714,424.903 481.552,427.542 461.389,430.52 451.465,432.154 441.227,433.872 \n",
       "  421.065,437.601 407.828,440.277 400.902,441.705 380.74,446.214 371.678,448.4 360.577,451.131 340.415,456.452 340.161,456.524 320.253,462.248 312.406,464.647 \n",
       "  300.09,468.491 287.152,472.77 279.928,475.21 263.998,480.893 259.766,482.436 242.625,489.016 239.603,490.202 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#4b0c6b; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,428.648 253.449,424.031 259.766,421.963 279.254,415.907 279.928,415.702 300.09,409.878 307.773,407.784 320.253,404.443 339.25,399.661 340.415,399.373 \n",
       "  360.577,394.703 375.233,391.538 380.74,390.369 400.902,386.402 417.372,383.415 421.065,382.756 441.227,379.467 461.389,376.484 470.375,375.291 481.552,373.832 \n",
       "  501.714,371.5 521.876,369.47 542.039,367.74 550.099,367.168 562.201,366.324 582.364,365.215 602.526,364.401 622.688,363.883 642.851,363.661 663.013,363.735 \n",
       "  683.176,364.105 703.338,364.771 723.5,365.733 743.663,366.99 745.971,367.168 763.825,368.567 783.987,370.447 804.15,372.629 824.312,375.111 825.621,375.291 \n",
       "  844.475,377.938 864.637,381.074 878.351,383.415 884.799,384.534 904.962,388.346 920.567,391.538 925.124,392.486 945.286,396.998 956.406,399.661 965.449,401.865 \n",
       "  985.611,407.102 988.086,407.784 1005.77,412.749 1016.41,415.907 1025.94,418.789 1042.37,424.031 1046.1,425.244 1066.26,432.137 1066.31,432.154 1086.42,439.509 \n",
       "  1088.43,440.277 1106.59,447.364 1109.13,448.4 1126.75,455.73 1128.58,456.524 1146.91,464.64 1146.93,464.647 1164.19,472.77 1167.07,474.154 1180.56,480.893 \n",
       "  1187.24,484.297 1196.14,489.016 1207.4,495.109 1211.01,497.14 1225.17,505.263 1227.56,506.668 1238.61,513.386 1247.72,519.058 1251.53,521.509 1263.85,529.632 \n",
       "  1267.88,532.358 1275.62,537.756 1286.97,545.879 1288.05,546.673 1297.72,554.002 1308.15,562.125 1308.21,562.171 1318,570.248 1327.58,578.372 1328.37,579.06 \n",
       "  1336.64,586.495 1345.41,594.618 1348.53,597.599 1353.77,602.741 1361.78,610.864 1368.7,618.114 1369.51,618.988 1376.8,627.111 1383.84,635.234 1388.86,641.237 \n",
       "  1390.58,643.357 1396.95,651.48 1403.08,659.604 1408.96,667.727 1409.02,667.818 1414.45,675.85 1419.71,683.973 1424.73,692.096 1429.18,699.665 1429.5,700.22 \n",
       "  1433.93,708.343 1438.13,716.466 1442.11,724.589 1445.85,732.712 1449.35,740.812 1449.36,740.836 1452.55,748.959 1455.53,757.082 1458.28,765.205 1460.8,773.328 \n",
       "  1463.11,781.452 1465.18,789.575 1467.03,797.698 1468.66,805.821 1469.51,810.726 1470.05,813.944 1471.2,822.068 1472.13,830.191 1472.84,838.314 1473.34,846.437 \n",
       "  1473.61,854.561 1473.66,862.684 1473.5,870.807 1473.12,878.93 1472.51,887.053 1471.69,895.177 1470.65,903.3 1469.51,910.684 1469.39,911.423 1467.88,919.546 \n",
       "  1466.14,927.669 1464.17,935.793 1461.98,943.916 1459.57,952.039 1456.93,960.162 1454.07,968.285 1450.98,976.409 1449.35,980.426 1447.63,984.532 1444,992.655 \n",
       "  1440.15,1000.78 1436.06,1008.9 1431.75,1017.02 1429.18,1021.6 1427.15,1025.15 1422.25,1033.27 1417.11,1041.39 1411.73,1049.52 1409.02,1053.45 1406.05,1057.64 \n",
       "  1400.04,1065.76 1393.8,1073.89 1388.86,1080.07 1387.27,1082.01 1380.35,1090.13 1373.18,1098.26 1368.7,1103.17 1365.69,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#5f126e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1455.1,1106.38 1461.78,1098.26 1468.23,1090.13 1469.51,1088.47 1474.34,1082.01 1480.2,1073.89 1485.84,1065.76 1489.67,1060.03 1491.22,1057.64 1496.3,1049.52 \n",
       "  1501.17,1041.39 1505.82,1033.27 1509.83,1025.92 1510.25,1025.15 1514.37,1017.02 1518.29,1008.9 1522,1000.78 1525.5,992.655 1528.79,984.532 1530,981.349 \n",
       "  1531.83,976.409 1534.63,968.285 1537.24,960.162 1539.64,952.039 1541.83,943.916 1543.82,935.793 1545.61,927.669 1547.19,919.546 1548.57,911.423 1549.74,903.3 \n",
       "  1550.16,899.838 1550.7,895.177 1551.45,887.053 1552,878.93 1552.35,870.807 1552.5,862.684 1552.45,854.561 1552.2,846.437 1551.75,838.314 1551.1,830.191 \n",
       "  1550.25,822.068 1550.16,821.331 1549.18,813.944 1547.91,805.821 1546.43,797.698 1544.74,789.575 1542.85,781.452 1540.76,773.328 1538.46,765.205 1535.96,757.082 \n",
       "  1533.26,748.959 1530.35,740.836 1530,739.919 1527.17,732.712 1523.77,724.589 1520.17,716.466 1516.36,708.343 1512.34,700.22 1509.83,695.412 1508.07,692.096 \n",
       "  1503.52,683.973 1498.76,675.85 1493.79,667.727 1489.67,661.273 1488.58,659.604 1483.05,651.48 1477.3,643.357 1471.33,635.234 1469.51,632.843 1465.03,627.111 \n",
       "  1458.47,618.988 1451.68,610.864 1449.35,608.165 1444.54,602.741 1437.12,594.618 1429.46,586.495 1429.18,586.205 1421.38,578.372 1413.06,570.248 1409.02,566.422 \n",
       "  1404.37,562.125 1395.34,554.002 1388.86,548.331 1385.98,545.879 1376.2,537.756 1368.7,531.682 1366.09,529.632 1355.52,521.509 1348.53,516.269 1344.58,513.386 \n",
       "  1333.17,505.263 1328.37,501.924 1321.29,497.14 1308.99,489.016 1308.21,488.51 1296.06,480.893 1288.05,475.976 1282.65,472.77 1268.7,464.647 1267.88,464.179 \n",
       "  1254.02,456.524 1247.72,453.115 1238.71,448.4 1227.56,442.677 1222.72,440.277 1207.4,432.83 1205.96,432.154 1188.3,424.031 1187.24,423.55 1169.67,415.907 \n",
       "  1167.07,414.799 1150,407.784 1146.91,406.538 1129.17,399.661 1126.75,398.739 1107.02,391.538 1106.59,391.38 1086.42,384.456 1083.25,383.415 1066.26,377.937 \n",
       "  1057.65,375.291 1046.1,371.801 1029.97,367.168 1025.94,366.028 1005.77,360.627 999.525,359.045 985.611,355.579 965.769,350.922 965.449,350.848 945.286,346.477 \n",
       "  927.125,342.799 925.124,342.4 904.962,338.661 884.799,335.205 881.434,334.675 864.637,332.072 844.475,329.224 824.312,326.654 823.413,326.552 804.15,324.396 \n",
       "  783.987,322.412 763.825,320.702 743.663,319.265 729.164,318.429 723.5,318.107 703.338,317.231 683.176,316.625 663.013,316.288 642.851,316.22 622.688,316.423 \n",
       "  602.526,316.894 582.364,317.635 566.535,318.429 562.201,318.65 542.039,319.949 521.876,321.523 501.714,323.369 481.552,325.49 472.606,326.552 461.389,327.905 \n",
       "  441.227,330.613 421.065,333.6 414.42,334.675 400.902,336.898 380.74,340.495 368.768,342.799 360.577,344.399 340.415,348.627 330.163,350.922 320.253,353.176 \n",
       "  300.09,358.054 296.224,359.045 279.928,363.291 265.839,367.168 259.766,368.868 239.603,374.81 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#72196d; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,326.379 259.766,320.975 269.772,318.429 279.928,315.883 300.09,311.099 303.631,310.306 320.253,306.638 340.415,302.455 341.818,302.183 360.577,298.59 \n",
       "  380.74,294.991 386.368,294.059 400.902,291.688 421.065,288.656 440.832,285.936 441.227,285.883 461.389,283.402 481.552,281.176 501.714,279.204 518.049,277.813 \n",
       "  521.876,277.492 542.039,276.049 562.201,274.857 582.364,273.916 602.526,273.226 622.688,272.787 642.851,272.599 663.013,272.662 683.176,272.975 703.338,273.54 \n",
       "  723.5,274.355 743.663,275.422 763.825,276.739 777.637,277.813 783.987,278.314 804.15,280.158 824.312,282.257 844.475,284.611 854.724,285.936 864.637,287.237 \n",
       "  884.799,290.14 904.962,293.3 909.437,294.059 925.124,296.758 945.286,300.488 953.846,302.183 965.449,304.514 985.611,308.83 992.108,310.306 1005.77,313.457 \n",
       "  1025.94,318.377 1026.14,318.429 1046.1,323.643 1056.69,326.552 1066.26,329.224 1084.88,334.675 1086.42,335.134 1106.59,341.412 1110.85,342.799 1126.75,348.053 \n",
       "  1135.07,350.922 1146.91,355.069 1157.81,359.045 1167.07,362.477 1179.25,367.168 1187.24,370.296 1199.52,375.291 1207.4,378.549 1218.75,383.415 1227.56,387.257 \n",
       "  1237.04,391.538 1247.72,396.443 1254.5,399.661 1267.88,406.135 1271.19,407.784 1287.16,415.907 1288.05,416.366 1302.39,424.031 1308.21,427.2 1317.03,432.154 \n",
       "  1328.37,438.641 1331.15,440.277 1344.67,448.4 1348.53,450.769 1357.66,456.524 1368.7,463.627 1370.24,464.647 1382.26,472.77 1388.86,477.319 1393.9,480.893 \n",
       "  1405.12,489.016 1409.02,491.904 1415.91,497.14 1426.36,505.263 1429.18,507.505 1436.39,513.386 1446.12,521.509 1449.35,524.271 1455.46,529.632 1464.49,537.756 \n",
       "  1469.51,542.38 1473.21,545.879 1481.59,554.002 1489.67,562.048 1489.75,562.125 1497.5,570.248 1505.04,578.372 1509.83,583.691 1512.3,586.495 1519.25,594.618 \n",
       "  1525.99,602.741 1530,607.73 1532.46,610.864 1538.63,618.988 1544.61,627.111 1550.16,634.928 1550.37,635.234 1555.81,643.357 1561.05,651.48 1566.09,659.604 \n",
       "  1570.32,666.692 1570.92,667.727 1575.47,675.85 1579.81,683.973 1583.96,692.096 1587.92,700.22 1590.48,705.756 1591.65,708.343 1595.14,716.466 1598.44,724.589 \n",
       "  1601.55,732.712 1604.47,740.836 1607.19,748.959 1609.73,757.082 1610.64,760.27 1612.04,765.205 1614.15,773.328 1616.06,781.452 1617.8,789.575 1619.34,797.698 \n",
       "  1620.7,805.821 1621.87,813.944 1622.85,822.068 1623.65,830.191 1624.26,838.314 1624.68,846.437 1624.91,854.561 1624.96,862.684 1624.82,870.807 1624.49,878.93 \n",
       "  1623.98,887.053 1623.27,895.177 1622.38,903.3 1621.31,911.423 1620.04,919.546 1618.59,927.669 1616.95,935.793 1615.13,943.916 1613.12,952.039 1610.91,960.162 \n",
       "  1610.64,961.081 1608.48,968.285 1605.85,976.409 1603.03,984.532 1600.02,992.655 1596.82,1000.78 1593.42,1008.9 1590.48,1015.57 1589.82,1017.02 1585.97,1025.15 \n",
       "  1581.91,1033.27 1577.66,1041.39 1573.22,1049.52 1570.32,1054.59 1568.54,1057.64 1563.6,1065.76 1558.46,1073.89 1553.12,1082.01 1550.16,1086.35 1547.52,1090.13 \n",
       "  1541.65,1098.26 1535.57,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#83206b; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1609.36,1106.38 1610.64,1104.55 1614.96,1098.26 1620.34,1090.13 1625.54,1082.01 1630.55,1073.89 1630.81,1073.45 1635.28,1065.76 1639.82,1057.64 1644.17,1049.52 \n",
       "  1648.35,1041.39 1650.97,1036.06 1652.31,1033.27 1656.04,1025.15 1659.59,1017.02 1662.96,1008.9 1666.16,1000.78 1669.17,992.655 1671.13,987.02 1671.98,984.532 \n",
       "  1674.58,976.409 1677.01,968.285 1679.25,960.162 1681.33,952.039 1683.22,943.916 1684.94,935.793 1686.48,927.669 1687.85,919.546 1689.04,911.423 1690.05,903.3 \n",
       "  1690.89,895.177 1691.29,890.213 1691.55,887.053 1692.02,878.93 1692.32,870.807 1692.45,862.684 1692.41,854.561 1692.2,846.437 1691.81,838.314 1691.29,830.919 \n",
       "  1691.24,830.191 1690.49,822.068 1689.57,813.944 1688.47,805.821 1687.19,797.698 1685.73,789.575 1684.1,781.452 1682.3,773.328 1680.31,765.205 1678.15,757.082 \n",
       "  1675.82,748.959 1673.3,740.836 1671.13,734.271 1670.61,732.712 1667.68,724.589 1664.58,716.466 1661.3,708.343 1657.84,700.22 1654.2,692.096 1650.97,685.232 \n",
       "  1650.37,683.973 1646.28,675.85 1642.02,667.727 1637.57,659.604 1632.94,651.48 1630.81,647.888 1628.07,643.357 1622.96,635.234 1617.67,627.111 1612.2,618.988 \n",
       "  1610.64,616.764 1606.44,610.864 1600.47,602.741 1594.3,594.618 1590.48,589.739 1587.89,586.495 1581.2,578.372 1574.31,570.248 1570.32,565.671 1567.16,562.125 \n",
       "  1559.72,554.002 1552.09,545.879 1550.16,543.881 1544.11,537.756 1535.9,529.632 1530,523.941 1527.42,521.509 1518.59,513.386 1509.83,505.514 1509.55,505.263 \n",
       "  1500.08,497.14 1490.41,489.016 1489.67,488.411 1480.29,480.893 1469.95,472.77 1469.51,472.434 1459.12,464.647 1449.35,457.462 1448.04,456.524 1436.47,448.4 \n",
       "  1429.18,443.384 1424.55,440.277 1412.21,432.154 1409.02,430.094 1399.38,424.031 1388.86,417.535 1386.15,415.907 1372.38,407.784 1368.7,405.651 1358.06,399.661 \n",
       "  1348.53,394.385 1343.24,391.538 1328.37,383.678 1327.86,383.415 1311.76,375.291 1308.21,373.531 1294.99,367.168 1288.05,363.882 1277.5,359.045 1267.88,354.705 \n",
       "  1259.23,350.922 1247.72,345.975 1240.08,342.799 1227.56,337.673 1219.98,334.675 1207.4,329.779 1198.8,326.552 1187.24,322.275 1176.44,318.429 1167.07,315.142 \n",
       "  1152.75,310.306 1146.91,308.365 1127.56,302.183 1126.75,301.928 1106.59,295.842 1100.42,294.059 1086.42,290.075 1071.21,285.936 1066.26,284.61 1046.1,279.459 \n",
       "  1039.32,277.813 1025.94,274.606 1005.77,270.027 1004.2,269.69 985.611,265.754 965.449,261.732 964.563,261.567 945.286,258.007 925.124,254.528 918.363,253.443 \n",
       "  904.962,251.322 884.799,248.371 864.637,245.661 861.854,245.32 844.475,243.22 824.312,241.021 804.15,239.059 783.987,237.336 782.103,237.197 763.825,235.867 \n",
       "  743.663,234.636 723.5,233.638 703.338,232.876 683.176,232.348 663.013,232.054 642.851,231.996 622.688,232.172 602.526,232.582 582.364,233.228 562.201,234.108 \n",
       "  542.039,235.222 521.876,236.571 513.914,237.197 501.714,238.168 481.552,240.01 461.389,242.091 441.227,244.408 434.034,245.32 421.065,246.986 400.902,249.816 \n",
       "  380.74,252.888 377.357,253.443 360.577,256.237 340.415,259.838 331.352,261.567 320.253,263.712 300.09,267.857 291.679,269.69 279.928,272.285 259.766,276.99 \n",
       "  256.415,277.813 239.603,282.003 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#962666; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,240.783 255.002,237.197 259.766,236.102 279.928,231.702 292.651,229.074 300.09,227.557 320.253,223.676 335.316,220.951 340.415,220.04 360.577,216.666 \n",
       "  380.74,213.521 385.533,212.827 400.902,210.632 421.065,207.978 441.227,205.55 448.967,204.704 461.389,203.364 481.552,201.412 501.714,199.683 521.876,198.177 \n",
       "  542.039,196.894 547.994,196.581 562.201,195.843 582.364,195.017 602.526,194.411 622.688,194.025 642.851,193.86 663.013,193.915 683.176,194.19 703.338,194.686 \n",
       "  723.5,195.403 743.663,196.339 747.875,196.581 763.825,197.508 783.987,198.902 804.15,200.519 824.312,202.36 844.475,204.424 846.947,204.704 864.637,206.736 \n",
       "  884.799,209.277 904.962,212.044 910.241,212.827 925.124,215.065 945.286,218.324 960.468,220.951 965.449,221.823 985.611,225.588 1003.2,229.074 1005.77,229.59 \n",
       "  1025.94,233.873 1040.77,237.197 1046.1,238.405 1066.26,243.22 1074.64,245.32 1086.42,248.311 1105.73,253.443 1106.59,253.673 1126.75,259.35 1134.3,261.567 \n",
       "  1146.91,265.321 1161.01,269.69 1167.07,271.595 1186.11,277.813 1187.24,278.186 1207.4,285.119 1209.69,285.936 1227.56,292.397 1232,294.059 1247.72,300.03 \n",
       "  1253.2,302.183 1267.88,308.032 1273.41,310.306 1288.05,316.422 1292.7,318.429 1308.21,325.216 1311.17,326.552 1328.37,334.432 1328.89,334.675 1345.84,342.799 \n",
       "  1348.53,344.112 1362.12,350.922 1368.7,354.268 1377.82,359.045 1388.86,364.918 1392.97,367.168 1407.59,375.291 1409.02,376.101 1421.62,383.415 1429.18,387.879 \n",
       "  1435.22,391.538 1448.4,399.661 1449.35,400.253 1461.05,407.784 1469.51,413.322 1473.36,415.907 1485.24,424.031 1489.67,427.115 1496.73,432.154 1507.91,440.277 \n",
       "  1509.83,441.703 1518.66,448.4 1529.16,456.524 1530,457.185 1539.23,464.647 1549.08,472.77 1550.16,473.674 1558.54,480.893 1567.78,489.016 1570.32,491.302 \n",
       "  1576.67,497.14 1585.32,505.263 1590.48,510.229 1593.7,513.386 1601.78,521.509 1609.66,529.632 1610.64,530.668 1617.22,537.756 1624.57,545.879 1630.81,552.951 \n",
       "  1631.72,554.002 1638.55,562.125 1645.2,570.248 1650.97,577.497 1651.65,578.372 1657.81,586.495 1663.79,594.618 1669.59,602.741 1671.13,604.973 1675.13,610.864 \n",
       "  1680.46,618.988 1685.62,627.111 1690.6,635.234 1691.29,636.412 1695.32,643.357 1699.86,651.48 1704.23,659.604 1708.42,667.727 1711.46,673.858 1712.42,675.85 \n",
       "  1716.2,683.973 1719.81,692.096 1723.24,700.22 1726.51,708.343 1729.6,716.466 1731.62,722.059 1732.51,724.589 1735.22,732.712 1737.76,740.836 1740.13,748.959 \n",
       "  1742.34,757.082 1744.38,765.205 1746.25,773.328 1747.96,781.452 1749.5,789.575 1750.88,797.698 1751.78,803.791 1752.08,805.821 1753.1,813.944 1753.96,822.068 \n",
       "  1754.65,830.191 1755.19,838.314 1755.55,846.437 1755.76,854.561 1755.8,862.684 1755.68,870.807 1755.39,878.93 1754.94,887.053 1754.33,895.177 1753.55,903.3 \n",
       "  1752.61,911.423 1751.78,917.515 1751.5,919.546 1750.21,927.669 1748.75,935.793 1747.13,943.916 1745.34,952.039 1743.38,960.162 1741.26,968.285 1738.97,976.409 \n",
       "  1736.51,984.532 1733.89,992.655 1731.62,999.261 1731.09,1000.78 1728.08,1008.9 1724.9,1017.02 1721.54,1025.15 1718.02,1033.27 1714.33,1041.39 1711.46,1047.45 \n",
       "  1710.45,1049.52 1706.35,1057.64 1702.07,1065.76 1697.61,1073.89 1692.99,1082.01 1691.29,1084.88 1688.13,1090.13 1683.06,1098.26 1677.82,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#a72d5f; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1742.02,1106.38 1746.98,1098.26 1751.77,1090.13 1751.78,1090.1 1756.3,1082.01 1760.68,1073.89 1764.89,1065.76 1768.94,1057.64 1771.94,1051.35 1772.8,1049.52 \n",
       "  1776.46,1041.39 1779.95,1033.27 1783.29,1025.15 1786.46,1017.02 1789.47,1008.9 1792.11,1001.39 1792.32,1000.78 1794.96,992.655 1797.45,984.532 1799.77,976.409 \n",
       "  1801.94,968.285 1803.96,960.162 1805.81,952.039 1807.51,943.916 1809.05,935.793 1810.43,927.669 1811.65,919.546 1812.27,914.832 1812.71,911.423 1813.6,903.3 \n",
       "  1814.34,895.177 1814.92,887.053 1815.35,878.93 1815.62,870.807 1815.73,862.684 1815.69,854.561 1815.5,846.437 1815.15,838.314 1814.65,830.191 1813.99,822.068 \n",
       "  1813.17,813.944 1812.27,806.364 1812.2,805.821 1811.06,797.698 1809.76,789.575 1808.3,781.452 1806.68,773.328 1804.9,765.205 1802.97,757.082 1800.88,748.959 \n",
       "  1798.63,740.836 1796.22,732.712 1793.66,724.589 1792.11,719.957 1790.92,716.466 1787.98,708.343 1784.89,700.22 1781.64,692.096 1778.23,683.973 1774.65,675.85 \n",
       "  1771.94,669.959 1770.9,667.727 1766.93,659.604 1762.8,651.48 1758.51,643.357 1754.06,635.234 1751.78,631.237 1749.39,627.111 1744.52,618.988 1739.48,610.864 \n",
       "  1734.28,602.741 1731.62,598.721 1728.86,594.618 1723.21,586.495 1717.4,578.372 1711.46,570.297 1711.42,570.248 1705.15,562.125 1698.71,554.002 1692.1,545.879 \n",
       "  1691.29,544.919 1685.19,537.756 1678.1,529.632 1671.13,521.853 1670.82,521.509 1663.22,513.386 1655.44,505.263 1650.97,500.694 1647.42,497.14 1639.12,489.016 \n",
       "  1630.81,481.062 1630.63,480.893 1621.78,472.77 1612.74,464.647 1610.64,462.798 1603.37,456.524 1593.76,448.4 1590.48,445.682 1583.82,440.277 1573.61,432.154 \n",
       "  1570.32,429.582 1563.05,424.031 1552.22,415.907 1550.16,414.388 1540.99,407.784 1530,400.011 1529.49,399.661 1517.53,391.538 1509.83,386.4 1505.25,383.415 \n",
       "  1492.58,375.291 1489.67,373.455 1479.46,367.168 1469.51,361.144 1465.96,359.045 1451.98,350.922 1449.35,349.414 1437.49,342.799 1429.18,338.237 1422.53,334.675 \n",
       "  1409.02,327.556 1407.06,326.552 1391,318.429 1388.86,317.365 1374.29,310.306 1368.7,307.634 1356.96,302.183 1348.53,298.328 1338.93,294.059 1328.37,289.429 \n",
       "  1320.16,285.936 1308.21,280.921 1300.57,277.813 1288.05,272.787 1280.08,269.69 1267.88,265.011 1258.61,261.567 1247.72,257.579 1236.04,253.443 1227.56,250.478 \n",
       "  1212.28,245.32 1207.4,243.695 1187.24,237.217 1187.17,237.197 1167.07,231.057 1160.32,229.074 1146.91,225.182 1131.72,220.951 1126.75,219.582 1106.59,214.264 \n",
       "  1100.89,212.827 1086.42,209.22 1067.45,204.704 1066.26,204.424 1046.1,199.906 1030.49,196.581 1025.94,195.623 1005.77,191.601 989.105,188.458 985.611,187.807 \n",
       "  965.449,184.269 945.286,180.948 941.301,180.335 925.124,177.875 904.962,175.024 884.799,172.388 883.327,172.211 864.637,169.994 844.475,167.814 824.312,165.848 \n",
       "  804.15,164.093 804.083,164.088 783.987,162.57 763.825,161.256 743.663,160.153 723.5,159.259 703.338,158.576 683.176,158.103 663.013,157.841 642.851,157.788 \n",
       "  622.688,157.946 602.526,158.314 582.364,158.892 562.201,159.68 542.039,160.678 521.876,161.886 501.714,163.305 492.021,164.088 481.552,164.944 461.389,166.804 \n",
       "  441.227,168.878 421.065,171.163 412.608,172.211 400.902,173.679 380.74,176.422 360.577,179.381 354.518,180.335 340.415,182.581 320.253,186.01 306.724,188.458 \n",
       "  300.09,189.672 279.928,193.584 265.306,196.581 259.766,197.73 239.603,202.137 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#ba3655; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,165.635 247.028,164.088 259.766,161.466 279.928,157.525 288.361,155.965 300.09,153.82 320.253,150.34 335.644,147.842 340.415,147.076 360.577,144.046 \n",
       "  380.74,141.222 392.316,139.719 400.902,138.616 421.065,136.229 441.227,134.046 461.389,132.066 466.724,131.595 481.552,130.303 501.714,128.746 521.876,127.391 \n",
       "  542.039,126.236 562.201,125.282 582.364,124.528 602.526,123.976 622.688,123.624 642.851,123.474 663.013,123.524 683.176,123.775 703.338,124.227 723.5,124.88 \n",
       "  743.663,125.733 763.825,126.788 783.987,128.043 804.15,129.499 824.312,131.157 829.074,131.595 844.475,133.03 864.637,135.112 884.799,137.397 903.612,139.719 \n",
       "  904.962,139.887 925.124,142.609 945.286,145.536 960.13,147.842 965.449,148.678 985.611,152.054 1005.77,155.638 1007.51,155.965 1025.94,159.469 1046.1,163.515 \n",
       "  1048.81,164.088 1066.26,167.814 1085.88,172.211 1086.42,172.334 1106.59,177.121 1119.54,180.335 1126.75,182.145 1146.91,187.426 1150.7,188.458 1167.07,192.978 \n",
       "  1179.63,196.581 1187.24,198.79 1206.85,204.704 1207.4,204.872 1227.56,211.253 1232.36,212.827 1247.72,217.923 1256.54,220.951 1267.88,224.892 1279.53,229.074 \n",
       "  1288.05,232.171 1301.44,237.197 1308.21,239.772 1322.36,245.32 1328.37,247.708 1342.39,253.443 1348.53,255.992 1361.59,261.567 1368.7,264.64 1380.05,269.69 \n",
       "  1388.86,273.665 1397.81,277.813 1409.02,283.083 1414.93,285.936 1429.18,292.913 1431.47,294.059 1447.41,302.183 1449.35,303.185 1462.78,310.306 1469.51,313.928 \n",
       "  1477.67,318.429 1489.67,325.147 1492.12,326.552 1506.08,334.675 1509.83,336.897 1519.58,342.799 1530,349.199 1532.73,350.922 1545.45,359.045 1550.16,362.106 \n",
       "  1557.78,367.168 1569.81,375.291 1570.32,375.642 1581.4,383.415 1590.48,389.901 1592.73,391.538 1603.67,399.661 1610.64,404.925 1614.35,407.784 1624.7,415.907 \n",
       "  1630.81,420.792 1634.78,424.031 1644.54,432.154 1650.97,437.599 1654.07,440.277 1663.28,448.4 1671.13,455.458 1672.29,456.524 1680.98,464.647 1689.48,472.77 \n",
       "  1691.29,474.536 1697.69,480.893 1705.69,489.016 1711.46,495.007 1713.47,497.14 1720.98,505.263 1728.32,513.386 1731.62,517.125 1735.42,521.509 1742.29,529.632 \n",
       "  1748.99,537.756 1751.78,541.224 1755.46,545.879 1761.71,554.002 1767.81,562.125 1771.94,567.795 1773.7,570.248 1779.36,578.372 1784.87,586.495 1790.21,594.618 \n",
       "  1792.11,597.596 1795.33,602.741 1800.26,610.864 1805.04,618.988 1809.65,627.111 1812.27,631.878 1814.08,635.234 1818.31,643.357 1822.38,651.48 1826.29,659.604 \n",
       "  1830.06,667.727 1832.43,673.077 1833.64,675.85 1837.03,683.973 1840.27,692.096 1843.36,700.22 1846.3,708.343 1849.08,716.466 1851.71,724.589 1852.59,727.479 \n",
       "  1854.16,732.712 1856.45,740.836 1858.59,748.959 1860.57,757.082 1862.41,765.205 1864.1,773.328 1865.64,781.452 1867.02,789.575 1868.26,797.698 1869.35,805.821 \n",
       "  1870.28,813.944 1871.07,822.068 1871.71,830.191 1872.2,838.314 1872.53,846.437 1872.72,854.561 1872.76,862.058 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#ba3655; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,862.892 1872.65,870.807 1872.38,878.93 1871.97,887.053 1871.41,895.177 1870.7,903.3 1869.83,911.423 1868.82,919.546 1867.66,927.669 1866.35,935.793 \n",
       "  1864.89,943.916 1863.27,952.039 1861.51,960.162 1859.6,968.285 1857.54,976.409 1855.33,984.532 1852.96,992.655 1852.59,993.852 1850.42,1000.78 1847.71,1008.9 \n",
       "  1844.85,1017.02 1841.84,1025.15 1838.67,1033.27 1835.36,1041.39 1832.43,1048.24 1831.88,1049.52 1828.19,1057.64 1824.36,1065.76 1820.36,1073.89 1816.21,1082.01 \n",
       "  1812.27,1089.45 1811.9,1090.13 1807.36,1098.26 1802.67,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1860.29,1106.38 1864.75,1098.26 1869.06,1090.13 1872.76,1082.92 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,638.406 1871.16,635.234 1866.92,627.111 1862.54,618.988 1858,610.864 1853.31,602.741 1852.59,601.53 1848.41,594.618 1843.34,586.495 1838.12,578.372 \n",
       "  1832.74,570.248 1832.43,569.795 1827.12,562.125 1821.34,554.002 1815.41,545.879 1812.27,541.686 1809.27,537.756 1802.92,529.632 1796.41,521.509 1792.11,516.267 \n",
       "  1789.7,513.386 1782.75,505.263 1775.64,497.14 1771.94,493.004 1768.31,489.016 1760.75,480.893 1753.02,472.77 1751.78,471.494 1745.01,464.647 1736.81,456.524 \n",
       "  1731.62,451.49 1728.38,448.4 1719.68,440.277 1711.46,432.742 1710.8,432.154 1701.59,424.031 1692.21,415.907 1691.29,415.126 1682.49,407.784 1672.57,399.661 \n",
       "  1671.13,398.5 1662.31,391.538 1651.84,383.415 1650.97,382.755 1640.98,375.291 1630.81,367.813 1629.91,367.168 1618.44,359.045 1610.64,353.612 1606.7,350.922 \n",
       "  1594.61,342.799 1590.48,340.071 1582.15,334.675 1570.32,327.139 1569.38,326.552 1556.15,318.429 1550.16,314.804 1542.55,310.306 1530,302.985 1528.59,302.183 \n",
       "  1514.12,294.059 1509.83,291.687 1499.2,285.936 1489.67,280.857 1483.82,277.813 1469.51,270.465 1467.96,269.69 1451.52,261.567 1449.35,260.509 1434.48,253.443 \n",
       "  1429.18,250.96 1416.84,245.32 1409.02,241.793 1398.56,237.197 1388.86,232.992 1379.57,229.074 1368.7,224.545 1359.82,220.951 1348.53,216.436 1339.25,212.827 \n",
       "  1328.37,208.655 1317.77,204.704 1308.21,201.188 1295.3,196.581 1288.05,194.025 1271.75,188.458 1267.88,187.153 1247.72,180.567 1246.99,180.335 1227.56,174.27 \n",
       "  1220.73,172.211 1207.4,168.239 1192.95,164.088 1187.24,162.464 1167.07,156.947 1163.34,155.965 1146.91,151.69 1131.51,147.842 1126.75,146.665 1106.59,141.89 \n",
       "  1097.01,139.719 1086.42,137.346 1066.26,133.03 1059.23,131.595 1046.1,128.947 1025.94,125.081 1017.09,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#d94d3d; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1170.14,123.472 1187.24,127.943 1200.69,131.595 1207.4,133.436 1227.56,139.174 1229.41,139.719 1247.72,145.176 1256.37,147.842 1267.88,151.43 1281.97,155.965 \n",
       "  1288.05,157.945 1306.32,164.088 1308.21,164.731 1328.37,171.801 1329.51,172.211 1348.53,179.165 1351.64,180.335 1368.7,186.826 1372.86,188.458 1388.86,194.796 \n",
       "  1393.24,196.581 1409.02,203.084 1412.85,204.704 1429.18,211.704 1431.74,212.827 1449.35,220.668 1449.97,220.951 1467.53,229.074 1469.51,230 1484.5,237.197 \n",
       "  1489.67,239.712 1500.93,245.32 1509.83,249.815 1516.85,253.443 1530,260.325 1532.31,261.567 1547.27,269.69 1550.16,271.281 1561.76,277.813 1570.32,282.701 \n",
       "  1575.86,285.936 1589.59,294.059 1590.48,294.597 1602.85,302.183 1610.64,307.036 1615.79,310.306 1628.38,318.429 1630.81,320.016 1640.59,326.552 1650.97,333.598 \n",
       "  1652.53,334.675 1664.08,342.799 1671.13,347.837 1675.37,350.922 1686.34,359.045 1691.29,362.771 1697.03,367.168 1707.45,375.291 1711.46,378.471 1717.57,383.415 \n",
       "  1727.46,391.538 1731.62,395.017 1737.07,399.661 1746.44,407.784 1751.78,412.501 1755.57,415.907 1764.44,424.031 1771.94,431.028 1773.13,432.154 1781.52,440.277 \n",
       "  1789.75,448.4 1792.11,450.768 1797.73,456.524 1805.5,464.647 1812.27,471.869 1813.1,472.77 1820.43,480.893 1827.6,489.016 1832.43,494.606 1834.58,497.14 \n",
       "  1841.33,505.263 1847.93,513.386 1852.59,519.27 1854.34,521.509 1860.53,529.632 1866.56,537.756 1872.45,545.879 1872.76,546.315 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#e65c2e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,475.686 1870.21,472.77 1862.98,464.647 1855.59,456.524 1852.59,453.293 1847.98,448.4 1840.16,440.277 1832.43,432.394 1832.19,432.154 1823.93,424.031 \n",
       "  1815.52,415.907 1812.27,412.829 1806.85,407.784 1797.98,399.661 1792.11,394.384 1788.88,391.538 1779.53,383.415 1771.94,376.941 1769.98,375.291 1760.12,367.168 \n",
       "  1751.78,360.403 1750.08,359.045 1739.71,350.922 1731.62,344.684 1729.13,342.799 1718.23,334.675 1711.46,329.709 1707.07,326.552 1695.62,318.429 1691.29,315.41 \n",
       "  1683.84,310.306 1671.81,302.183 1671.13,301.73 1659.37,294.059 1650.97,288.654 1646.66,285.936 1633.59,277.813 1630.81,276.11 1620.11,269.69 1610.64,264.082 \n",
       "  1606.31,261.567 1592.11,253.443 1590.48,252.525 1577.44,245.32 1570.32,241.436 1562.38,237.197 1550.16,230.763 1546.88,229.074 1530.9,220.951 1530,220.496 \n",
       "  1514.37,212.827 1509.83,210.631 1497.31,204.704 1489.67,201.132 1479.7,196.581 1469.51,191.986 1461.49,188.458 1449.35,183.179 1442.64,180.335 1429.18,174.7 \n",
       "  1423.09,172.211 1409.02,166.538 1402.79,164.088 1388.86,158.681 1381.67,155.965 1368.7,151.118 1359.68,147.842 1348.53,143.841 1336.72,139.719 1328.37,136.838 \n",
       "  1312.72,131.595 1308.21,130.102 1288.05,123.624 1287.56,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#ef6d21; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1386.49,123.472 1388.86,124.327 1408.45,131.595 1409.02,131.811 1429.18,139.58 1429.53,139.719 1449.35,147.64 1449.84,147.842 1469.42,155.965 1469.51,156.001 \n",
       "  1488.32,164.088 1489.67,164.677 1506.58,172.211 1509.83,173.678 1524.26,180.335 1530,183.016 1541.38,188.458 1550.16,192.702 1558,196.581 1570.32,202.749 \n",
       "  1574.14,204.704 1589.82,212.827 1590.48,213.176 1604.99,220.951 1610.64,224.023 1619.76,229.074 1630.81,235.28 1634.15,237.197 1648.14,245.32 1650.97,246.985 \n",
       "  1661.73,253.443 1671.13,259.165 1675,261.567 1687.92,269.69 1691.29,271.845 1700.47,277.813 1711.46,285.054 1712.77,285.936 1724.69,294.059 1731.62,298.85 \n",
       "  1736.35,302.183 1747.72,310.306 1751.78,313.253 1758.79,318.429 1769.62,326.552 1771.94,328.319 1780.14,334.675 1790.47,342.799 1792.11,344.111 1800.48,350.922 \n",
       "  1810.3,359.045 1812.27,360.699 1819.83,367.168 1829.18,375.291 1832.43,378.165 1838.27,383.415 1847.15,391.538 1852.59,396.6 1855.83,399.661 1864.26,407.784 \n",
       "  1872.55,415.907 1872.76,416.113 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#f68111; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,363.658 1867.54,359.045 1858.2,350.922 1852.59,346.117 1848.65,342.799 1838.86,334.675 1832.43,329.43 1828.85,326.552 1818.57,318.429 1812.27,313.523 \n",
       "  1808.07,310.306 1797.29,302.183 1792.11,298.327 1786.26,294.059 1774.98,285.936 1771.94,283.782 1763.38,277.813 1751.78,269.837 1751.56,269.69 1739.36,261.567 \n",
       "  1731.62,256.48 1726.91,253.443 1714.14,245.32 1711.46,243.634 1701.01,237.197 1691.29,231.29 1687.58,229.074 1673.78,220.951 1671.13,219.409 1659.59,212.827 \n",
       "  1650.97,207.977 1645.04,204.704 1630.81,196.949 1630.12,196.581 1614.72,188.458 1610.64,186.336 1598.88,180.335 1590.48,176.099 1582.61,172.211 1570.32,166.219 \n",
       "  1565.86,164.088 1550.16,156.684 1548.6,155.965 1530.78,147.842 1530,147.486 1512.37,139.719 1509.83,138.615 1493.34,131.595 1489.67,130.051 1473.66,123.472 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#fa9706; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1552.5,123.472 1570.32,131.507 1570.51,131.595 1587.95,139.719 1590.48,140.913 1604.88,147.842 1610.64,150.65 1621.33,155.965 1630.81,160.729 1637.35,164.088 \n",
       "  1650.97,171.162 1652.95,172.211 1668.1,180.335 1671.13,181.981 1682.83,188.458 1691.29,193.197 1697.22,196.581 1711.27,204.704 1711.46,204.814 1724.89,212.827 \n",
       "  1731.62,216.893 1738.21,220.951 1751.24,229.074 1751.78,229.413 1763.89,237.197 1771.94,242.445 1776.28,245.32 1788.37,253.443 1792.11,255.991 1800.15,261.567 \n",
       "  1811.71,269.69 1812.27,270.088 1822.93,277.813 1832.43,284.799 1833.95,285.936 1844.66,294.059 1852.59,300.159 1855.18,302.183 1865.42,310.306 1872.76,316.218 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#fbac10; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,272.597 1868.88,269.69 1857.89,261.567 1852.59,257.7 1846.66,253.443 1835.19,245.32 1832.43,243.396 1823.41,237.197 1812.27,229.647 1811.41,229.074 \n",
       "  1799.06,220.951 1792.11,216.435 1786.45,212.827 1773.56,204.704 1771.94,203.697 1760.3,196.581 1751.78,191.434 1746.76,188.458 1732.9,180.335 1731.62,179.595 \n",
       "  1718.63,172.211 1711.46,168.185 1704.02,164.088 1691.29,157.156 1689.06,155.965 1673.68,147.842 1671.13,146.51 1657.87,139.719 1650.97,136.228 1641.63,131.595 \n",
       "  1630.81,126.285 1624.96,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#f9c32a; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1692.45,123.472 1708.06,131.595 1711.46,133.384 1723.27,139.719 1731.62,144.251 1738.12,147.842 1751.78,155.48 1752.63,155.965 1766.74,164.088 1771.94,167.122 \n",
       "  1780.52,172.211 1792.11,179.164 1794.02,180.335 1807.16,188.458 1812.27,191.654 1820.01,196.581 1832.43,204.589 1832.61,204.704 1844.84,212.827 1852.59,218.036 \n",
       "  1856.86,220.951 1868.59,229.074 1872.76,231.994 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#f5d948; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,193.858 1864.56,188.458 1852.59,180.674 1852.06,180.335 1839.22,172.211 1832.43,167.972 1826.11,164.088 1812.73,155.965 1812.27,155.688 1798.97,147.842 \n",
       "  1792.11,143.84 1784.91,139.719 1771.94,132.369 1770.55,131.595 1755.8,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#f1ee74; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1815.73,123.472 1829.73,131.595 1832.43,133.181 1843.38,139.719 1852.59,145.277 1856.77,147.842 1869.86,155.965 1872.76,157.786 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  278.592,123.472 259.766,126.989 239.603,130.956 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#050418; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  570.621,643.357 562.201,644.439 542.039,647.719 522.938,651.48 521.876,651.698 501.714,656.544 490.625,659.604 481.552,662.211 464.547,667.727 461.389,668.795 \n",
       "  442.678,675.85 441.227,676.422 423.842,683.973 421.065,685.236 407.265,692.096 400.902,695.416 392.416,700.22 380.74,707.173 378.917,708.343 366.925,716.466 \n",
       "  360.577,721.015 355.928,724.589 345.974,732.712 340.415,737.546 336.873,740.836 328.698,748.959 321.097,757.082 320.253,758.058 314.439,765.205 308.37,773.328 \n",
       "  302.841,781.452 300.09,785.93 297.978,789.575 293.778,797.698 290.088,805.821 286.906,813.944 284.234,822.068 282.07,830.191 280.416,838.314 279.928,841.776 \n",
       "  279.306,846.437 278.703,854.561 278.583,862.684 278.944,870.807 279.788,878.93 279.928,879.79 281.18,887.053 283.088,895.177 285.506,903.3 288.433,911.423 \n",
       "  291.869,919.546 295.814,927.669 300.09,935.468 300.279,935.793 305.538,943.916 311.337,952.039 317.675,960.162 320.253,963.207 324.826,968.285 332.714,976.409 \n",
       "  340.415,983.802 341.227,984.532 350.875,992.655 360.577,1000.34 361.175,1000.78 372.839,1008.9 380.74,1014.11 385.507,1017.02 399.502,1025.15 400.902,1025.92 \n",
       "  415.339,1033.27 421.065,1036.05 433.087,1041.39 441.227,1044.85 453.335,1049.52 461.389,1052.49 476.939,1057.64 481.552,1059.11 501.714,1064.78 505.714,1065.76 \n",
       "  521.876,1069.57 542.039,1073.62 543.645,1073.89 562.201,1076.85 582.364,1079.39 602.526,1081.25 615.38,1082.01 622.688,1082.42 642.851,1082.91 663.013,1082.75 \n",
       "  681.31,1082.01 683.176,1081.93 703.338,1080.41 723.5,1078.2 743.663,1075.32 751.811,1073.89 763.825,1071.68 783.987,1067.29 789.997,1065.76 804.15,1062.04 \n",
       "  818.818,1057.64 824.312,1055.92 842.611,1049.52 844.475,1048.84 862.847,1041.39 864.637,1040.64 880.474,1033.27 884.799,1031.16 896.132,1025.15 904.962,1020.22 \n",
       "  910.266,1017.02 923.051,1008.9 925.124,1007.51 934.451,1000.78 945.072,992.655 945.286,992.48 954.417,984.532 963.156,976.409 965.449,974.123 970.943,968.285 \n",
       "  978.032,960.162 984.565,952.039 985.611,950.617 990.256,943.916 995.363,935.793 999.946,927.669 1004.01,919.546 1005.77,915.484 1007.44,911.423 1010.29,903.3 \n",
       "  1012.64,895.177 1014.5,887.053 1015.86,878.93 1016.73,870.807 1017.1,862.684 1016.97,854.561 1016.36,846.437 1015.24,838.314 1013.63,830.191 1011.53,822.068 \n",
       "  1008.93,813.944 1005.84,805.821 1005.77,805.681 1002.04,797.698 997.72,789.575 992.875,781.452 987.507,773.328 985.611,770.716 981.368,765.205 974.557,757.082 \n",
       "  967.19,748.959 965.449,747.174 958.861,740.836 949.826,732.712 945.286,728.883 939.841,724.589 928.903,716.466 925.124,713.813 916.744,708.343 904.962,701.052 \n",
       "  903.507,700.22 888.571,692.096 884.799,690.141 871.84,683.973 864.637,680.699 852.93,675.85 844.475,672.499 831.134,667.727 824.312,665.387 805.402,659.604 \n",
       "  804.15,659.236 783.987,654.031 772.526,651.48 763.825,649.618 743.663,645.992 725.559,643.357 723.5,643.068 703.338,640.907 683.176,639.41 663.013,638.578 \n",
       "  642.851,638.412 622.688,638.911 602.526,640.075 582.364,641.904 570.621,643.357 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip282)\" style=\"stroke:#ff0000; stroke-width:12; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,1106.38 1866.01,1098.26 1859.26,1090.13 1852.51,1082.01 1845.76,1073.89 1839.01,1065.76 1832.26,1057.64 1825.52,1049.52 1818.77,1041.39 1812.02,1033.27 \n",
       "  1805.27,1025.15 1798.52,1017.02 1791.77,1008.9 1785.02,1000.78 1778.28,992.655 1771.53,984.532 1764.78,976.409 1758.03,968.285 1751.28,960.162 1744.53,952.039 \n",
       "  1737.78,943.916 1731.04,935.793 1724.29,927.669 1717.54,919.546 1710.79,911.423 1704.04,903.3 1697.29,895.177 1690.54,887.053 1683.8,878.93 1677.05,870.807 \n",
       "  1670.3,862.684 1663.55,854.561 1656.8,846.437 1650.05,838.314 1643.3,830.191 1636.56,822.068 1629.81,813.944 1623.06,805.821 1616.31,797.698 1609.56,789.575 \n",
       "  1602.81,781.452 1596.06,773.328 1589.32,765.205 1582.57,757.082 1575.82,748.959 1569.07,740.836 1562.32,732.712 1555.57,724.589 1548.82,716.466 1542.08,708.343 \n",
       "  1535.33,700.22 1528.58,692.096 1521.83,683.973 1515.08,675.85 1508.33,667.727 1501.58,659.604 1494.84,651.48 1488.09,643.357 1481.34,635.234 1474.59,627.111 \n",
       "  1467.84,618.988 1461.09,610.864 1454.34,602.741 1447.6,594.618 1440.85,586.495 1434.1,578.372 1427.35,570.248 1420.6,562.125 1413.85,554.002 1407.1,545.879 \n",
       "  1400.36,537.756 1393.61,529.632 1386.86,521.509 1380.11,513.386 1373.36,505.263 1366.61,497.14 1359.86,489.016 1353.12,480.893 1346.37,472.77 1339.62,464.647 \n",
       "  1332.87,456.524 1326.12,448.4 1319.37,440.277 1312.63,432.154 1305.88,424.031 1299.13,415.907 1292.38,407.784 1285.63,399.661 1278.88,391.538 1272.13,383.415 \n",
       "  1265.39,375.291 1258.64,367.168 1251.89,359.045 1245.14,350.922 1238.39,342.799 1231.64,334.675 1224.89,326.552 1218.15,318.429 1211.4,310.306 1204.65,302.183 \n",
       "  1197.9,294.059 1191.15,285.936 1184.4,277.813 1177.65,269.69 1170.91,261.567 1164.16,253.443 1157.41,245.32 1150.66,237.197 1143.91,229.074 1137.16,220.951 \n",
       "  1130.41,212.827 1123.67,204.704 1116.92,196.581 1110.17,188.458 1103.42,180.335 1096.67,172.211 1089.92,164.088 1083.17,155.965 1076.43,147.842 1069.68,139.719 \n",
       "  1062.93,131.595 1056.18,123.472 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip282)\" cx=\"1464.47\" cy=\"614.926\" r=\"14\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"2.56\"/>\n",
       "<path clip-path=\"url(#clip280)\" d=\"\n",
       "M1426.28 337.676 L1818.32 337.676 L1818.32 156.236 L1426.28 156.236  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<polyline clip-path=\"url(#clip280)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1426.28,337.676 1818.32,337.676 1818.32,156.236 1426.28,156.236 1426.28,337.676 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip280)\" style=\"stroke:#ff0000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1444.42,216.716 1553.3,216.716 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip280)\" d=\"M 0 0 M1586.63 212.051 Q1585.92 211.635 1585.06 211.45 Q1584.23 211.241 1583.21 211.241 Q1579.6 211.241 1577.65 213.602 Q1575.73 215.94 1575.73 220.338 L1575.73 233.996 L1571.45 233.996 L1571.45 208.07 L1575.73 208.07 L1575.73 212.098 Q1577.07 209.737 1579.23 208.602 Q1581.38 207.445 1584.46 207.445 Q1584.9 207.445 1585.43 207.514 Q1585.96 207.561 1586.61 207.676 L1586.63 212.051 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1612.23 219.968 L1612.23 222.051 L1592.65 222.051 Q1592.93 226.449 1595.29 228.764 Q1597.67 231.056 1601.91 231.056 Q1604.36 231.056 1606.66 230.454 Q1608.97 229.852 1611.24 228.649 L1611.24 232.676 Q1608.95 233.648 1606.54 234.158 Q1604.13 234.667 1601.66 234.667 Q1595.45 234.667 1591.82 231.056 Q1588.21 227.445 1588.21 221.287 Q1588.21 214.922 1591.63 211.195 Q1595.08 207.445 1600.92 207.445 Q1606.15 207.445 1609.18 210.825 Q1612.23 214.181 1612.23 219.968 M1607.98 218.718 Q1607.93 215.223 1606.01 213.139 Q1604.11 211.056 1600.96 211.056 Q1597.4 211.056 1595.24 213.07 Q1593.11 215.084 1592.79 218.741 L1607.98 218.718 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1633.23 208.834 L1633.23 212.862 Q1631.42 211.936 1629.48 211.473 Q1627.54 211.01 1625.45 211.01 Q1622.28 211.01 1620.68 211.982 Q1619.11 212.954 1619.11 214.899 Q1619.11 216.38 1620.24 217.237 Q1621.38 218.07 1624.8 218.834 L1626.26 219.158 Q1630.8 220.13 1632.7 221.912 Q1634.62 223.672 1634.62 226.843 Q1634.62 230.454 1631.75 232.561 Q1628.9 234.667 1623.9 234.667 Q1621.82 234.667 1619.55 234.25 Q1617.3 233.857 1614.8 233.047 L1614.8 228.649 Q1617.16 229.875 1619.46 230.5 Q1621.75 231.102 1623.99 231.102 Q1627 231.102 1628.62 230.084 Q1630.24 229.042 1630.24 227.167 Q1630.24 225.431 1629.06 224.505 Q1627.91 223.579 1623.95 222.723 L1622.47 222.375 Q1618.51 221.542 1616.75 219.829 Q1614.99 218.093 1614.99 215.084 Q1614.99 211.426 1617.58 209.436 Q1620.17 207.445 1624.94 207.445 Q1627.3 207.445 1629.39 207.792 Q1631.47 208.139 1633.23 208.834 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1643.3 200.709 L1643.3 208.07 L1652.07 208.07 L1652.07 211.38 L1643.3 211.38 L1643.3 225.454 Q1643.3 228.625 1644.16 229.528 Q1645.04 230.431 1647.7 230.431 L1652.07 230.431 L1652.07 233.996 L1647.7 233.996 Q1642.77 233.996 1640.89 232.167 Q1639.02 230.315 1639.02 225.454 L1639.02 211.38 L1635.89 211.38 L1635.89 208.07 L1639.02 208.07 L1639.02 200.709 L1643.3 200.709 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1671.56 212.051 Q1670.85 211.635 1669.99 211.45 Q1669.16 211.241 1668.14 211.241 Q1664.53 211.241 1662.58 213.602 Q1660.66 215.94 1660.66 220.338 L1660.66 233.996 L1656.38 233.996 L1656.38 208.07 L1660.66 208.07 L1660.66 212.098 Q1662 209.737 1664.16 208.602 Q1666.31 207.445 1669.39 207.445 Q1669.83 207.445 1670.36 207.514 Q1670.89 207.561 1671.54 207.676 L1671.56 212.051 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1676.03 208.07 L1680.29 208.07 L1680.29 233.996 L1676.03 233.996 L1676.03 208.07 M1676.03 197.977 L1680.29 197.977 L1680.29 203.371 L1676.03 203.371 L1676.03 197.977 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1703.41 209.065 L1703.41 213.047 Q1701.61 212.051 1699.78 211.565 Q1697.97 211.056 1696.12 211.056 Q1691.98 211.056 1689.69 213.695 Q1687.4 216.311 1687.4 221.056 Q1687.4 225.801 1689.69 228.44 Q1691.98 231.056 1696.12 231.056 Q1697.97 231.056 1699.78 230.57 Q1701.61 230.061 1703.41 229.065 L1703.41 233 Q1701.63 233.834 1699.71 234.25 Q1697.81 234.667 1695.66 234.667 Q1689.8 234.667 1686.35 230.986 Q1682.91 227.306 1682.91 221.056 Q1682.91 214.713 1686.38 211.079 Q1689.87 207.445 1695.94 207.445 Q1697.91 207.445 1699.78 207.862 Q1701.66 208.255 1703.41 209.065 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1712.1 200.709 L1712.1 208.07 L1720.87 208.07 L1720.87 211.38 L1712.1 211.38 L1712.1 225.454 Q1712.1 228.625 1712.95 229.528 Q1713.83 230.431 1716.49 230.431 L1720.87 230.431 L1720.87 233.996 L1716.49 233.996 Q1711.56 233.996 1709.69 232.167 Q1707.81 230.315 1707.81 225.454 L1707.81 211.38 L1704.69 211.38 L1704.69 208.07 L1707.81 208.07 L1707.81 200.709 L1712.1 200.709 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1725.34 208.07 L1729.59 208.07 L1729.59 233.996 L1725.34 233.996 L1725.34 208.07 M1725.34 197.977 L1729.59 197.977 L1729.59 203.371 L1725.34 203.371 L1725.34 197.977 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1744.11 211.056 Q1740.68 211.056 1738.69 213.741 Q1736.7 216.403 1736.7 221.056 Q1736.7 225.709 1738.67 228.394 Q1740.66 231.056 1744.11 231.056 Q1747.51 231.056 1749.5 228.371 Q1751.49 225.686 1751.49 221.056 Q1751.49 216.45 1749.5 213.764 Q1747.51 211.056 1744.11 211.056 M1744.11 207.445 Q1749.66 207.445 1752.84 211.056 Q1756.01 214.667 1756.01 221.056 Q1756.01 227.422 1752.84 231.056 Q1749.66 234.667 1744.11 234.667 Q1738.53 234.667 1735.36 231.056 Q1732.21 227.422 1732.21 221.056 Q1732.21 214.667 1735.36 211.056 Q1738.53 207.445 1744.11 207.445 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1782.03 218.348 L1782.03 233.996 L1777.77 233.996 L1777.77 218.487 Q1777.77 214.806 1776.33 212.977 Q1774.9 211.149 1772.03 211.149 Q1768.58 211.149 1766.59 213.348 Q1764.59 215.547 1764.59 219.343 L1764.59 233.996 L1760.31 233.996 L1760.31 208.07 L1764.59 208.07 L1764.59 212.098 Q1766.12 209.76 1768.18 208.602 Q1770.27 207.445 1772.97 207.445 Q1777.44 207.445 1779.73 210.223 Q1782.03 212.977 1782.03 218.348 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip280)\" cx=\"1498.86\" cy=\"277.196\" r=\"23\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.096\"/>\n",
       "<path clip-path=\"url(#clip280)\" d=\"M 0 0 M1583.35 271.536 Q1579.92 271.536 1577.93 274.221 Q1575.94 276.883 1575.94 281.536 Q1575.94 286.189 1577.91 288.874 Q1579.9 291.536 1583.35 291.536 Q1586.75 291.536 1588.74 288.851 Q1590.73 286.166 1590.73 281.536 Q1590.73 276.93 1588.74 274.244 Q1586.75 271.536 1583.35 271.536 M1583.35 267.925 Q1588.9 267.925 1592.07 271.536 Q1595.24 275.147 1595.24 281.536 Q1595.24 287.902 1592.07 291.536 Q1588.9 295.147 1583.35 295.147 Q1577.77 295.147 1574.6 291.536 Q1571.45 287.902 1571.45 281.536 Q1571.45 275.147 1574.6 271.536 Q1577.77 267.925 1583.35 267.925 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1603.83 290.587 L1603.83 304.337 L1599.55 304.337 L1599.55 268.55 L1603.83 268.55 L1603.83 272.485 Q1605.17 270.17 1607.21 269.059 Q1609.27 267.925 1612.12 267.925 Q1616.84 267.925 1619.78 271.675 Q1622.74 275.425 1622.74 281.536 Q1622.74 287.647 1619.78 291.397 Q1616.84 295.147 1612.12 295.147 Q1609.27 295.147 1607.21 294.036 Q1605.17 292.902 1603.83 290.587 M1618.32 281.536 Q1618.32 276.837 1616.38 274.175 Q1614.46 271.49 1611.08 271.49 Q1607.7 271.49 1605.75 274.175 Q1603.83 276.837 1603.83 281.536 Q1603.83 286.235 1605.75 288.92 Q1607.7 291.582 1611.08 291.582 Q1614.46 291.582 1616.38 288.92 Q1618.32 286.235 1618.32 281.536 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1631.42 261.189 L1631.42 268.55 L1640.2 268.55 L1640.2 271.86 L1631.42 271.86 L1631.42 285.934 Q1631.42 289.105 1632.28 290.008 Q1633.16 290.911 1635.82 290.911 L1640.2 290.911 L1640.2 294.476 L1635.82 294.476 Q1630.89 294.476 1629.02 292.647 Q1627.14 290.795 1627.14 285.934 L1627.14 271.86 L1624.02 271.86 L1624.02 268.55 L1627.14 268.55 L1627.14 261.189 L1631.42 261.189 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1644.66 268.55 L1648.92 268.55 L1648.92 294.476 L1644.66 294.476 L1644.66 268.55 M1644.66 258.457 L1648.92 258.457 L1648.92 263.851 L1644.66 263.851 L1644.66 258.457 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1673.58 273.527 Q1675.17 270.656 1677.4 269.291 Q1679.62 267.925 1682.63 267.925 Q1686.68 267.925 1688.88 270.772 Q1691.08 273.596 1691.08 278.828 L1691.08 294.476 L1686.79 294.476 L1686.79 278.967 Q1686.79 275.24 1685.47 273.434 Q1684.16 271.629 1681.45 271.629 Q1678.14 271.629 1676.22 273.828 Q1674.29 276.027 1674.29 279.823 L1674.29 294.476 L1670.01 294.476 L1670.01 278.967 Q1670.01 275.217 1668.69 273.434 Q1667.37 271.629 1664.62 271.629 Q1661.35 271.629 1659.43 273.851 Q1657.51 276.05 1657.51 279.823 L1657.51 294.476 L1653.23 294.476 L1653.23 268.55 L1657.51 268.55 L1657.51 272.578 Q1658.97 270.193 1661.01 269.059 Q1663.04 267.925 1665.85 267.925 Q1668.67 267.925 1670.64 269.36 Q1672.63 270.795 1673.58 273.527 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1695.1 284.244 L1695.1 268.55 L1699.36 268.55 L1699.36 284.082 Q1699.36 287.763 1700.8 289.615 Q1702.23 291.443 1705.1 291.443 Q1708.55 291.443 1710.54 289.244 Q1712.56 287.045 1712.56 283.249 L1712.56 268.55 L1716.82 268.55 L1716.82 294.476 L1712.56 294.476 L1712.56 290.494 Q1711.01 292.855 1708.95 294.013 Q1706.91 295.147 1704.2 295.147 Q1699.73 295.147 1697.42 292.369 Q1695.1 289.591 1695.1 284.244 M1705.82 267.925 L1705.82 267.925 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip280)\" d=\"M 0 0 M1741.47 273.527 Q1743.07 270.656 1745.29 269.291 Q1747.51 267.925 1750.52 267.925 Q1754.57 267.925 1756.77 270.772 Q1758.97 273.596 1758.97 278.828 L1758.97 294.476 L1754.69 294.476 L1754.69 278.967 Q1754.69 275.24 1753.37 273.434 Q1752.05 271.629 1749.34 271.629 Q1746.03 271.629 1744.11 273.828 Q1742.19 276.027 1742.19 279.823 L1742.19 294.476 L1737.91 294.476 L1737.91 278.967 Q1737.91 275.217 1736.59 273.434 Q1735.27 271.629 1732.51 271.629 Q1729.25 271.629 1727.33 273.851 Q1725.41 276.05 1725.41 279.823 L1725.41 294.476 L1721.12 294.476 L1721.12 268.55 L1725.41 268.55 L1725.41 272.578 Q1726.86 270.193 1728.9 269.059 Q1730.94 267.925 1733.74 267.925 Q1736.56 267.925 1738.53 269.36 Q1740.52 270.795 1741.47 273.527 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /></svg>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "p1 = contour(x,y,loss2d',\n",
    "             xlims = (1,5),\n",
    "             ylims = (-1,0),\n",
    "             legend = false,\n",
    "             levels = 21, \n",
    "             title = \"Contour plot of loss function\",\n",
    "             xlabel = \"x\",\n",
    "             ylabel = \"y\" )\n",
    "plot!(3 .- 2*y,y,linecolor=:red,linewidth=3,label=\"restriction\",legend=true)\n",
    "scatter!([4],[-0.5],markercolor=:red,label=\"optimum\")\n",
    "display(p1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "minimum at:\n",
      "     4.000\n",
      "    -0.500\n",
      "\n"
     ]
    }
   ],
   "source": [
    "function EqConstrfun(p,grad)   #equality constraint\n",
    "    (x,y) = (p[1],p[2])\n",
    "    c  = x + 2*y - 3\n",
    "    return c\n",
    "end\n",
    "\n",
    "opt = Opt(:LN_COBYLA, 2)\n",
    "equality_constraint!(opt,(p,g) -> EqConstrfun(p,g))\n",
    "min_objective!(opt,(p,g)->lossfun(p,g,0))\n",
    "xtol_rel!(opt,1e-8)\n",
    "\n",
    "(minf,minx,ret) = optimize(opt,[3.0, 0.0])\n",
    "println(\"minimum at:\")\n",
    "printmat(minx)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Optimization with Inequality Constraints\n",
    "\n",
    "We now impose the constraint that $y \\le -(x-4)^2$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"480\" height=\"320\" viewBox=\"0 0 1920 1280\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip320\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"1920\" height=\"1280\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip320)\" d=\"\n",
       "M0 1280 L1920 1280 L1920 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip321\">\n",
       "    <rect x=\"384\" y=\"0\" width=\"1345\" height=\"1280\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip320)\" d=\"\n",
       "M239.603 1106.38 L1872.76 1106.38 L1872.76 123.472 L239.603 123.472  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip322\">\n",
       "    <rect x=\"239\" y=\"123\" width=\"1634\" height=\"984\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,1106.38 239.603,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  647.891,1106.38 647.891,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1056.18,1106.38 1056.18,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1464.47,1106.38 1464.47,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1872.76,1106.38 1872.76,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip320)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 1872.76,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip320)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 239.603,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip320)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  647.891,1106.38 647.891,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip320)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1056.18,1106.38 1056.18,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip320)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1464.47,1106.38 1464.47,1094.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip320)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,1106.38 1872.76,1094.58 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip320)\" d=\"M 0 0 M229.985 1159.28 L237.624 1159.28 L237.624 1132.91 L229.314 1134.58 L229.314 1130.32 L237.578 1128.65 L242.254 1128.65 L242.254 1159.28 L249.892 1159.28 L249.892 1163.21 L229.985 1163.21 L229.985 1159.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M642.544 1159.28 L658.864 1159.28 L658.864 1163.21 L636.919 1163.21 L636.919 1159.28 Q639.581 1156.52 644.165 1151.89 Q648.771 1147.24 649.952 1145.9 Q652.197 1143.37 653.077 1141.64 Q653.979 1139.88 653.979 1138.19 Q653.979 1135.43 652.035 1133.7 Q650.114 1131.96 647.012 1131.96 Q644.813 1131.96 642.359 1132.73 Q639.928 1133.49 637.151 1135.04 L637.151 1130.32 Q639.975 1129.18 642.428 1128.61 Q644.882 1128.03 646.919 1128.03 Q652.289 1128.03 655.484 1130.71 Q658.678 1133.4 658.678 1137.89 Q658.678 1140.02 657.868 1141.94 Q657.081 1143.84 654.975 1146.43 Q654.396 1147.1 651.294 1150.32 Q648.192 1153.51 642.544 1159.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1060.43 1144.58 Q1063.78 1145.3 1065.66 1147.56 Q1067.56 1149.83 1067.56 1153.17 Q1067.56 1158.28 1064.04 1161.08 Q1060.52 1163.88 1054.04 1163.88 Q1051.86 1163.88 1049.55 1163.44 Q1047.26 1163.03 1044.8 1162.17 L1044.8 1157.66 Q1046.75 1158.79 1049.06 1159.37 Q1051.38 1159.95 1053.9 1159.95 Q1058.3 1159.95 1060.59 1158.21 Q1062.9 1156.48 1062.9 1153.17 Q1062.9 1150.11 1060.75 1148.4 Q1058.62 1146.66 1054.8 1146.66 L1050.77 1146.66 L1050.77 1142.82 L1054.99 1142.82 Q1058.44 1142.82 1060.27 1141.45 Q1062.09 1140.06 1062.09 1137.47 Q1062.09 1134.81 1060.2 1133.4 Q1058.32 1131.96 1054.8 1131.96 Q1052.88 1131.96 1050.68 1132.38 Q1048.48 1132.8 1045.84 1133.67 L1045.84 1129.51 Q1048.51 1128.77 1050.82 1128.4 Q1053.16 1128.03 1055.22 1128.03 Q1060.54 1128.03 1063.64 1130.46 Q1066.75 1132.86 1066.75 1136.99 Q1066.75 1139.86 1065.1 1141.85 Q1063.46 1143.81 1060.43 1144.58 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1467.48 1132.73 L1455.67 1151.17 L1467.48 1151.17 L1467.48 1132.73 M1466.25 1128.65 L1472.13 1128.65 L1472.13 1151.17 L1477.06 1151.17 L1477.06 1155.06 L1472.13 1155.06 L1472.13 1163.21 L1467.48 1163.21 L1467.48 1155.06 L1451.88 1155.06 L1451.88 1150.55 L1466.25 1128.65 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1863.03 1128.65 L1881.39 1128.65 L1881.39 1132.59 L1867.32 1132.59 L1867.32 1141.06 Q1868.33 1140.71 1869.35 1140.55 Q1870.37 1140.36 1871.39 1140.36 Q1877.18 1140.36 1880.56 1143.54 Q1883.94 1146.71 1883.94 1152.12 Q1883.94 1157.7 1880.46 1160.8 Q1876.99 1163.88 1870.67 1163.88 Q1868.5 1163.88 1866.23 1163.51 Q1863.98 1163.14 1861.58 1162.4 L1861.58 1157.7 Q1863.66 1158.84 1865.88 1159.39 Q1868.1 1159.95 1870.58 1159.95 Q1874.58 1159.95 1876.92 1157.84 Q1879.26 1155.74 1879.26 1152.12 Q1879.26 1148.51 1876.92 1146.41 Q1874.58 1144.3 1870.58 1144.3 Q1868.71 1144.3 1866.83 1144.72 Q1864.98 1145.13 1863.03 1146.01 L1863.03 1128.65 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1072.79 1208.4 L1059.9 1225.74 L1073.46 1244.04 L1066.56 1244.04 L1056.18 1230.04 L1045.8 1244.04 L1038.9 1244.04 L1052.74 1225.39 L1040.07 1208.4 L1046.98 1208.4 L1056.43 1221.1 L1065.89 1208.4 L1072.79 1208.4 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip322)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,1106.38 1872.76,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,909.798 1872.76,909.798 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,713.217 1872.76,713.217 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,516.635 1872.76,516.635 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,320.054 1872.76,320.054 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  239.603,123.472 1872.76,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip320)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 239.603,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip320)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,1106.38 259.201,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip320)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,909.798 259.201,909.798 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip320)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,713.217 259.201,713.217 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip320)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,516.635 259.201,516.635 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip320)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,320.054 259.201,320.054 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip320)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,123.472 259.201,123.472 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip320)\" d=\"M 0 0 M118.373 1106.83 L148.049 1106.83 L148.049 1110.77 L118.373 1110.77 L118.373 1106.83 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M153.928 1119.72 L161.567 1119.72 L161.567 1093.36 L153.257 1095.03 L153.257 1090.77 L161.521 1089.1 L166.197 1089.1 L166.197 1119.72 L173.836 1119.72 L173.836 1123.66 L153.928 1123.66 L153.928 1119.72 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M178.905 1117.78 L183.789 1117.78 L183.789 1123.66 L178.905 1123.66 L178.905 1117.78 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M198.859 1092.18 Q195.248 1092.18 193.419 1095.74 Q191.613 1099.28 191.613 1106.41 Q191.613 1113.52 193.419 1117.09 Q195.248 1120.63 198.859 1120.63 Q202.493 1120.63 204.299 1117.09 Q206.127 1113.52 206.127 1106.41 Q206.127 1099.28 204.299 1095.74 Q202.493 1092.18 198.859 1092.18 M198.859 1088.47 Q204.669 1088.47 207.724 1093.08 Q210.803 1097.66 210.803 1106.41 Q210.803 1115.14 207.724 1119.75 Q204.669 1124.33 198.859 1124.33 Q193.049 1124.33 189.97 1119.75 Q186.914 1115.14 186.914 1106.41 Q186.914 1097.66 189.97 1093.08 Q193.049 1088.47 198.859 1088.47 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M117.239 910.25 L146.915 910.25 L146.915 914.185 L117.239 914.185 L117.239 910.25 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M161.984 895.597 Q158.373 895.597 156.544 899.162 Q154.739 902.703 154.739 909.833 Q154.739 916.939 156.544 920.504 Q158.373 924.046 161.984 924.046 Q165.618 924.046 167.424 920.504 Q169.252 916.939 169.252 909.833 Q169.252 902.703 167.424 899.162 Q165.618 895.597 161.984 895.597 M161.984 891.893 Q167.794 891.893 170.85 896.5 Q173.928 901.083 173.928 909.833 Q173.928 918.56 170.85 923.166 Q167.794 927.75 161.984 927.75 Q156.174 927.75 153.095 923.166 Q150.04 918.56 150.04 909.833 Q150.04 901.083 153.095 896.5 Q156.174 891.893 161.984 891.893 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M178.998 921.199 L183.882 921.199 L183.882 927.078 L178.998 927.078 L178.998 921.199 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M198.951 910.666 Q195.618 910.666 193.697 912.449 Q191.799 914.231 191.799 917.356 Q191.799 920.481 193.697 922.264 Q195.618 924.046 198.951 924.046 Q202.285 924.046 204.206 922.264 Q206.127 920.458 206.127 917.356 Q206.127 914.231 204.206 912.449 Q202.308 910.666 198.951 910.666 M194.275 908.676 Q191.266 907.935 189.576 905.875 Q187.91 903.815 187.91 900.852 Q187.91 896.708 190.85 894.301 Q193.813 891.893 198.951 891.893 Q204.113 891.893 207.053 894.301 Q209.993 896.708 209.993 900.852 Q209.993 903.815 208.303 905.875 Q206.637 907.935 203.65 908.676 Q207.03 909.463 208.905 911.754 Q210.803 914.046 210.803 917.356 Q210.803 922.379 207.724 925.064 Q204.669 927.75 198.951 927.75 Q193.234 927.75 190.155 925.064 Q187.1 922.379 187.1 917.356 Q187.1 914.046 188.998 911.754 Q190.896 909.463 194.275 908.676 M192.563 901.291 Q192.563 903.977 194.229 905.481 Q195.919 906.986 198.951 906.986 Q201.961 906.986 203.65 905.481 Q205.363 903.977 205.363 901.291 Q205.363 898.606 203.65 897.102 Q201.961 895.597 198.951 895.597 Q195.919 895.597 194.229 897.102 Q192.563 898.606 192.563 901.291 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M116.984 713.668 L146.66 713.668 L146.66 717.603 L116.984 717.603 L116.984 713.668 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M161.729 699.015 Q158.118 699.015 156.29 702.58 Q154.484 706.122 154.484 713.251 Q154.484 720.358 156.29 723.923 Q158.118 727.464 161.729 727.464 Q165.364 727.464 167.169 723.923 Q168.998 720.358 168.998 713.251 Q168.998 706.122 167.169 702.58 Q165.364 699.015 161.729 699.015 M161.729 695.312 Q167.54 695.312 170.595 699.918 Q173.674 704.502 173.674 713.251 Q173.674 721.978 170.595 726.585 Q167.54 731.168 161.729 731.168 Q155.919 731.168 152.841 726.585 Q149.785 721.978 149.785 713.251 Q149.785 704.502 152.841 699.918 Q155.919 695.312 161.729 695.312 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M178.743 724.617 L183.627 724.617 L183.627 730.497 L178.743 730.497 L178.743 724.617 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M199.275 711.353 Q196.127 711.353 194.275 713.506 Q192.447 715.659 192.447 719.409 Q192.447 723.136 194.275 725.312 Q196.127 727.464 199.275 727.464 Q202.424 727.464 204.252 725.312 Q206.104 723.136 206.104 719.409 Q206.104 715.659 204.252 713.506 Q202.424 711.353 199.275 711.353 M208.558 696.701 L208.558 700.96 Q206.799 700.127 204.993 699.687 Q203.211 699.247 201.451 699.247 Q196.822 699.247 194.368 702.372 Q191.938 705.497 191.59 711.816 Q192.956 709.802 195.016 708.738 Q197.076 707.65 199.553 707.65 Q204.762 707.65 207.771 710.821 Q210.803 713.969 210.803 719.409 Q210.803 724.733 207.655 727.95 Q204.507 731.168 199.275 731.168 Q193.28 731.168 190.109 726.585 Q186.938 721.978 186.938 713.251 Q186.938 705.057 190.826 700.196 Q194.715 695.312 201.266 695.312 Q203.025 695.312 204.808 695.659 Q206.613 696.006 208.558 696.701 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M116.66 517.087 L146.336 517.087 L146.336 521.022 L116.66 521.022 L116.66 517.087 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M161.405 502.434 Q157.794 502.434 155.966 505.999 Q154.16 509.54 154.16 516.67 Q154.16 523.776 155.966 527.341 Q157.794 530.883 161.405 530.883 Q165.04 530.883 166.845 527.341 Q168.674 523.776 168.674 516.67 Q168.674 509.54 166.845 505.999 Q165.04 502.434 161.405 502.434 M161.405 498.73 Q167.215 498.73 170.271 503.337 Q173.35 507.92 173.35 516.67 Q173.35 525.397 170.271 530.003 Q167.215 534.587 161.405 534.587 Q155.595 534.587 152.516 530.003 Q149.461 525.397 149.461 516.67 Q149.461 507.92 152.516 503.337 Q155.595 498.73 161.405 498.73 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M178.419 528.036 L183.303 528.036 L183.303 533.915 L178.419 533.915 L178.419 528.036 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M201.22 503.429 L189.414 521.878 L201.22 521.878 L201.22 503.429 M199.993 499.355 L205.873 499.355 L205.873 521.878 L210.803 521.878 L210.803 525.767 L205.873 525.767 L205.873 533.915 L201.22 533.915 L201.22 525.767 L185.618 525.767 L185.618 521.253 L199.993 499.355 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M118.743 320.505 L148.419 320.505 L148.419 324.44 L118.743 324.44 L118.743 320.505 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M163.489 305.852 Q159.878 305.852 158.049 309.417 Q156.243 312.959 156.243 320.088 Q156.243 327.195 158.049 330.76 Q159.878 334.301 163.489 334.301 Q167.123 334.301 168.928 330.76 Q170.757 327.195 170.757 320.088 Q170.757 312.959 168.928 309.417 Q167.123 305.852 163.489 305.852 M163.489 302.149 Q169.299 302.149 172.354 306.755 Q175.433 311.338 175.433 320.088 Q175.433 328.815 172.354 333.422 Q169.299 338.005 163.489 338.005 Q157.678 338.005 154.6 333.422 Q151.544 328.815 151.544 320.088 Q151.544 311.338 154.6 306.755 Q157.678 302.149 163.489 302.149 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M180.502 331.454 L185.387 331.454 L185.387 337.334 L180.502 337.334 L180.502 331.454 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M194.484 333.399 L210.803 333.399 L210.803 337.334 L188.859 337.334 L188.859 333.399 Q191.521 330.644 196.104 326.014 Q200.711 321.362 201.891 320.019 Q204.137 317.496 205.016 315.76 Q205.919 314 205.919 312.311 Q205.919 309.556 203.975 307.82 Q202.053 306.084 198.951 306.084 Q196.752 306.084 194.299 306.848 Q191.868 307.612 189.09 309.163 L189.09 304.44 Q191.914 303.306 194.368 302.727 Q196.822 302.149 198.859 302.149 Q204.229 302.149 207.424 304.834 Q210.618 307.519 210.618 312.01 Q210.618 314.139 209.808 316.061 Q209.021 317.959 206.914 320.551 Q206.336 321.223 203.234 324.44 Q200.132 327.635 194.484 333.399 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M161.891 109.271 Q158.28 109.271 156.452 112.836 Q154.646 116.377 154.646 123.507 Q154.646 130.613 156.452 134.178 Q158.28 137.72 161.891 137.72 Q165.526 137.72 167.331 134.178 Q169.16 130.613 169.16 123.507 Q169.16 116.377 167.331 112.836 Q165.526 109.271 161.891 109.271 M161.891 105.567 Q167.702 105.567 170.757 110.174 Q173.836 114.757 173.836 123.507 Q173.836 132.234 170.757 136.84 Q167.702 141.423 161.891 141.423 Q156.081 141.423 153.003 136.84 Q149.947 132.234 149.947 123.507 Q149.947 114.757 153.003 110.174 Q156.081 105.567 161.891 105.567 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M178.905 134.873 L183.789 134.873 L183.789 140.752 L178.905 140.752 L178.905 134.873 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M198.859 109.271 Q195.248 109.271 193.419 112.836 Q191.613 116.377 191.613 123.507 Q191.613 130.613 193.419 134.178 Q195.248 137.72 198.859 137.72 Q202.493 137.72 204.299 134.178 Q206.127 130.613 206.127 123.507 Q206.127 116.377 204.299 112.836 Q202.493 109.271 198.859 109.271 M198.859 105.567 Q204.669 105.567 207.724 110.174 Q210.803 114.757 210.803 123.507 Q210.803 132.234 207.724 136.84 Q204.669 141.423 198.859 141.423 Q193.049 141.423 189.97 136.84 Q186.914 132.234 186.914 123.507 Q186.914 114.757 189.97 110.174 Q193.049 105.567 198.859 105.567 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M76.9143 613.239 Q83.28 615.722 85.2216 618.077 Q87.1631 620.432 87.1631 624.379 L87.1631 629.058 L82.2615 629.058 L82.2615 625.62 Q82.2615 623.201 81.1157 621.865 Q79.9699 620.528 75.7048 618.905 L73.0312 617.854 L37.9562 632.273 L37.9562 626.066 L65.838 614.926 L37.9562 603.786 L37.9562 597.579 L76.9143 613.239 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M575.783 16.7545 L575.783 25.383 Q571.651 21.5346 566.952 19.6307 Q562.293 17.7268 557.027 17.7268 Q546.657 17.7268 541.148 24.0867 Q535.638 30.4061 535.638 42.3968 Q535.638 54.3469 541.148 60.7069 Q546.657 67.0263 557.027 67.0263 Q562.293 67.0263 566.952 65.1223 Q571.651 63.2184 575.783 59.3701 L575.783 67.9175 Q571.489 70.8341 566.668 72.2924 Q561.888 73.7508 556.541 73.7508 Q542.808 73.7508 534.909 65.3654 Q527.01 56.9395 527.01 42.3968 Q527.01 27.8135 534.909 19.4281 Q542.808 11.0023 556.541 11.0023 Q561.969 11.0023 566.749 12.4606 Q571.57 13.8784 575.783 16.7545 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M601.182 32.4315 Q595.187 32.4315 591.703 37.1306 Q588.219 41.7891 588.219 49.9314 Q588.219 58.0738 591.662 62.7728 Q595.146 67.4314 601.182 67.4314 Q607.137 67.4314 610.621 62.7323 Q614.104 58.0333 614.104 49.9314 Q614.104 41.8701 610.621 37.1711 Q607.137 32.4315 601.182 32.4315 M601.182 26.1121 Q610.904 26.1121 616.454 32.4315 Q622.004 38.7509 622.004 49.9314 Q622.004 61.0714 616.454 67.4314 Q610.904 73.7508 601.182 73.7508 Q591.419 73.7508 585.87 67.4314 Q580.36 61.0714 580.36 49.9314 Q580.36 38.7509 585.87 32.4315 Q591.419 26.1121 601.182 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M667.536 45.1919 L667.536 72.576 L660.082 72.576 L660.082 45.4349 Q660.082 38.994 657.571 35.7938 Q655.059 32.5936 650.036 32.5936 Q644 32.5936 640.516 36.4419 Q637.032 40.2903 637.032 46.9338 L637.032 72.576 L629.538 72.576 L629.538 27.2059 L637.032 27.2059 L637.032 34.2544 Q639.706 30.163 643.311 28.1376 Q646.957 26.1121 651.697 26.1121 Q659.515 26.1121 663.525 30.9732 Q667.536 35.7938 667.536 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M682.727 14.324 L682.727 27.2059 L698.08 27.2059 L698.08 32.9987 L682.727 32.9987 L682.727 57.6282 Q682.727 63.1779 684.226 64.7578 Q685.765 66.3376 690.423 66.3376 L698.08 66.3376 L698.08 72.576 L690.423 72.576 Q681.795 72.576 678.514 69.3758 Q675.233 66.1351 675.233 57.6282 L675.233 32.9987 L669.764 32.9987 L669.764 27.2059 L675.233 27.2059 L675.233 14.324 L682.727 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M723.479 32.4315 Q717.483 32.4315 714 37.1306 Q710.516 41.7891 710.516 49.9314 Q710.516 58.0738 713.959 62.7728 Q717.443 67.4314 723.479 67.4314 Q729.434 67.4314 732.917 62.7323 Q736.401 58.0333 736.401 49.9314 Q736.401 41.8701 732.917 37.1711 Q729.434 32.4315 723.479 32.4315 M723.479 26.1121 Q733.201 26.1121 738.751 32.4315 Q744.3 38.7509 744.3 49.9314 Q744.3 61.0714 738.751 67.4314 Q733.201 73.7508 723.479 73.7508 Q713.716 73.7508 708.166 67.4314 Q702.657 61.0714 702.657 49.9314 Q702.657 38.7509 708.166 32.4315 Q713.716 26.1121 723.479 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M751.349 54.671 L751.349 27.2059 L758.803 27.2059 L758.803 54.3874 Q758.803 60.8284 761.314 64.0691 Q763.826 67.2693 768.849 67.2693 Q774.885 67.2693 778.369 63.421 Q781.893 59.5726 781.893 52.9291 L781.893 27.2059 L789.346 27.2059 L789.346 72.576 L781.893 72.576 L781.893 65.6084 Q779.179 69.7404 775.573 71.7658 Q772.009 73.7508 767.269 73.7508 Q759.451 73.7508 755.4 68.8897 Q751.349 64.0286 751.349 54.671 M770.105 26.1121 L770.105 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M823.455 34.1734 Q822.199 33.4443 820.7 33.1202 Q819.242 32.7556 817.46 32.7556 Q811.14 32.7556 807.738 36.8875 Q804.375 40.9789 804.375 48.6757 L804.375 72.576 L796.881 72.576 L796.881 27.2059 L804.375 27.2059 L804.375 34.2544 Q806.725 30.1225 810.492 28.1376 Q814.26 26.1121 819.647 26.1121 Q820.417 26.1121 821.349 26.2337 Q822.28 26.3147 823.415 26.5172 L823.455 34.1734 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M864.855 65.7705 L864.855 89.8329 L857.361 89.8329 L857.361 27.2059 L864.855 27.2059 L864.855 34.0924 Q867.205 30.0415 870.77 28.0971 Q874.375 26.1121 879.358 26.1121 Q887.621 26.1121 892.766 32.6746 Q897.951 39.2371 897.951 49.9314 Q897.951 60.6258 892.766 67.1883 Q887.621 73.7508 879.358 73.7508 Q874.375 73.7508 870.77 71.8063 Q867.205 69.8214 864.855 65.7705 M890.214 49.9314 Q890.214 41.7081 886.811 37.0496 Q883.449 32.3505 877.535 32.3505 Q871.62 32.3505 868.218 37.0496 Q864.855 41.7081 864.855 49.9314 Q864.855 58.1548 868.218 62.8538 Q871.62 67.5124 877.535 67.5124 Q883.449 67.5124 886.811 62.8538 Q890.214 58.1548 890.214 49.9314 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M905.769 9.54393 L913.223 9.54393 L913.223 72.576 L905.769 72.576 L905.769 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M938.622 32.4315 Q932.627 32.4315 929.143 37.1306 Q925.659 41.7891 925.659 49.9314 Q925.659 58.0738 929.103 62.7728 Q932.586 67.4314 938.622 67.4314 Q944.577 67.4314 948.061 62.7323 Q951.545 58.0333 951.545 49.9314 Q951.545 41.8701 948.061 37.1711 Q944.577 32.4315 938.622 32.4315 M938.622 26.1121 Q948.344 26.1121 953.894 32.4315 Q959.444 38.7509 959.444 49.9314 Q959.444 61.0714 953.894 67.4314 Q948.344 73.7508 938.622 73.7508 Q928.86 73.7508 923.31 67.4314 Q917.801 61.0714 917.801 49.9314 Q917.801 38.7509 923.31 32.4315 Q928.86 26.1121 938.622 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M974.635 14.324 L974.635 27.2059 L989.988 27.2059 L989.988 32.9987 L974.635 32.9987 L974.635 57.6282 Q974.635 63.1779 976.134 64.7578 Q977.673 66.3376 982.332 66.3376 L989.988 66.3376 L989.988 72.576 L982.332 72.576 Q973.703 72.576 970.422 69.3758 Q967.141 66.1351 967.141 57.6282 L967.141 32.9987 L961.672 32.9987 L961.672 27.2059 L967.141 27.2059 L967.141 14.324 L974.635 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1041.76 32.4315 Q1035.76 32.4315 1032.28 37.1306 Q1028.8 41.7891 1028.8 49.9314 Q1028.8 58.0738 1032.24 62.7728 Q1035.72 67.4314 1041.76 67.4314 Q1047.71 67.4314 1051.2 62.7323 Q1054.68 58.0333 1054.68 49.9314 Q1054.68 41.8701 1051.2 37.1711 Q1047.71 32.4315 1041.76 32.4315 M1041.76 26.1121 Q1051.48 26.1121 1057.03 32.4315 Q1062.58 38.7509 1062.58 49.9314 Q1062.58 61.0714 1057.03 67.4314 Q1051.48 73.7508 1041.76 73.7508 Q1032 73.7508 1026.45 67.4314 Q1020.94 61.0714 1020.94 49.9314 Q1020.94 38.7509 1026.45 32.4315 Q1032 26.1121 1041.76 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1093.37 9.54393 L1093.37 15.7418 L1086.24 15.7418 Q1082.23 15.7418 1080.65 17.3622 Q1079.11 18.9825 1079.11 23.1955 L1079.11 27.2059 L1091.38 27.2059 L1091.38 32.9987 L1079.11 32.9987 L1079.11 72.576 L1071.61 72.576 L1071.61 32.9987 L1064.48 32.9987 L1064.48 27.2059 L1071.61 27.2059 L1071.61 24.0462 Q1071.61 16.471 1075.14 13.0277 Q1078.66 9.54393 1086.32 9.54393 L1093.37 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1127.56 9.54393 L1135.01 9.54393 L1135.01 72.576 L1127.56 72.576 L1127.56 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1160.41 32.4315 Q1154.41 32.4315 1150.93 37.1306 Q1147.45 41.7891 1147.45 49.9314 Q1147.45 58.0738 1150.89 62.7728 Q1154.37 67.4314 1160.41 67.4314 Q1166.36 67.4314 1169.85 62.7323 Q1173.33 58.0333 1173.33 49.9314 Q1173.33 41.8701 1169.85 37.1711 Q1166.36 32.4315 1160.41 32.4315 M1160.41 26.1121 Q1170.13 26.1121 1175.68 32.4315 Q1181.23 38.7509 1181.23 49.9314 Q1181.23 61.0714 1175.68 67.4314 Q1170.13 73.7508 1160.41 73.7508 Q1150.65 73.7508 1145.1 67.4314 Q1139.59 61.0714 1139.59 49.9314 Q1139.59 38.7509 1145.1 32.4315 Q1150.65 26.1121 1160.41 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1217.97 28.5427 L1217.97 35.5912 Q1214.81 33.9709 1211.41 33.1607 Q1208.01 32.3505 1204.36 32.3505 Q1198.81 32.3505 1196.02 34.0519 Q1193.26 35.7533 1193.26 39.156 Q1193.26 41.7486 1195.25 43.2475 Q1197.23 44.7058 1203.23 46.0426 L1205.78 46.6097 Q1213.72 48.3111 1217.04 51.4303 Q1220.4 54.509 1220.4 60.0587 Q1220.4 66.3781 1215.38 70.0644 Q1210.4 73.7508 1201.65 73.7508 Q1198 73.7508 1194.03 73.0216 Q1190.1 72.3329 1185.73 70.9151 L1185.73 63.2184 Q1189.86 65.3654 1193.87 66.4591 Q1197.88 67.5124 1201.81 67.5124 Q1207.08 67.5124 1209.91 65.73 Q1212.75 63.9071 1212.75 60.6258 Q1212.75 57.5877 1210.68 55.9673 Q1208.66 54.3469 1201.73 52.8481 L1199.14 52.2405 Q1192.21 50.7821 1189.13 47.7845 Q1186.05 44.7463 1186.05 39.4801 Q1186.05 33.0797 1190.59 29.5959 Q1195.13 26.1121 1203.47 26.1121 Q1207.6 26.1121 1211.25 26.7198 Q1214.89 27.3274 1217.97 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1257.14 28.5427 L1257.14 35.5912 Q1253.99 33.9709 1250.58 33.1607 Q1247.18 32.3505 1243.53 32.3505 Q1237.98 32.3505 1235.19 34.0519 Q1232.43 35.7533 1232.43 39.156 Q1232.43 41.7486 1234.42 43.2475 Q1236.4 44.7058 1242.4 46.0426 L1244.95 46.6097 Q1252.89 48.3111 1256.21 51.4303 Q1259.58 54.509 1259.58 60.0587 Q1259.58 66.3781 1254.55 70.0644 Q1249.57 73.7508 1240.82 73.7508 Q1237.17 73.7508 1233.2 73.0216 Q1229.27 72.3329 1224.9 70.9151 L1224.9 63.2184 Q1229.03 65.3654 1233.04 66.4591 Q1237.05 67.5124 1240.98 67.5124 Q1246.25 67.5124 1249.08 65.73 Q1251.92 63.9071 1251.92 60.6258 Q1251.92 57.5877 1249.85 55.9673 Q1247.83 54.3469 1240.9 52.8481 L1238.31 52.2405 Q1231.38 50.7821 1228.3 47.7845 Q1225.22 44.7463 1225.22 39.4801 Q1225.22 33.0797 1229.76 29.5959 Q1234.3 26.1121 1242.64 26.1121 Q1246.77 26.1121 1250.42 26.7198 Q1254.07 27.3274 1257.14 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1316.73 9.54393 L1316.73 15.7418 L1309.6 15.7418 Q1305.59 15.7418 1304.01 17.3622 Q1302.47 18.9825 1302.47 23.1955 L1302.47 27.2059 L1314.75 27.2059 L1314.75 32.9987 L1302.47 32.9987 L1302.47 72.576 L1294.98 72.576 L1294.98 32.9987 L1287.85 32.9987 L1287.85 27.2059 L1294.98 27.2059 L1294.98 24.0462 Q1294.98 16.471 1298.5 13.0277 Q1302.03 9.54393 1309.69 9.54393 L1316.73 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1323.78 54.671 L1323.78 27.2059 L1331.24 27.2059 L1331.24 54.3874 Q1331.24 60.8284 1333.75 64.0691 Q1336.26 67.2693 1341.28 67.2693 Q1347.32 67.2693 1350.8 63.421 Q1354.33 59.5726 1354.33 52.9291 L1354.33 27.2059 L1361.78 27.2059 L1361.78 72.576 L1354.33 72.576 L1354.33 65.6084 Q1351.61 69.7404 1348.01 71.7658 Q1344.44 73.7508 1339.7 73.7508 Q1331.88 73.7508 1327.83 68.8897 Q1323.78 64.0286 1323.78 54.671 M1342.54 26.1121 L1342.54 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1407.31 45.1919 L1407.31 72.576 L1399.86 72.576 L1399.86 45.4349 Q1399.86 38.994 1397.35 35.7938 Q1394.84 32.5936 1389.81 32.5936 Q1383.78 32.5936 1380.29 36.4419 Q1376.81 40.2903 1376.81 46.9338 L1376.81 72.576 L1369.31 72.576 L1369.31 27.2059 L1376.81 27.2059 L1376.81 34.2544 Q1379.48 30.163 1383.09 28.1376 Q1386.73 26.1121 1391.47 26.1121 Q1399.29 26.1121 1403.3 30.9732 Q1407.31 35.7938 1407.31 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1447.78 28.9478 L1447.78 35.9153 Q1444.62 34.1734 1441.42 33.3227 Q1438.26 32.4315 1435.02 32.4315 Q1427.77 32.4315 1423.76 37.0496 Q1419.75 41.6271 1419.75 49.9314 Q1419.75 58.2358 1423.76 62.8538 Q1427.77 67.4314 1435.02 67.4314 Q1438.26 67.4314 1441.42 66.5807 Q1444.62 65.6895 1447.78 63.9476 L1447.78 70.8341 Q1444.66 72.2924 1441.3 73.0216 Q1437.98 73.7508 1434.21 73.7508 Q1423.96 73.7508 1417.93 67.3098 Q1411.89 60.8689 1411.89 49.9314 Q1411.89 38.832 1417.97 32.472 Q1424.08 26.1121 1434.7 26.1121 Q1438.14 26.1121 1441.42 26.8413 Q1444.7 27.5299 1447.78 28.9478 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1462.97 14.324 L1462.97 27.2059 L1478.32 27.2059 L1478.32 32.9987 L1462.97 32.9987 L1462.97 57.6282 Q1462.97 63.1779 1464.47 64.7578 Q1466.01 66.3376 1470.67 66.3376 L1478.32 66.3376 L1478.32 72.576 L1470.67 72.576 Q1462.04 72.576 1458.76 69.3758 Q1455.48 66.1351 1455.48 57.6282 L1455.48 32.9987 L1450.01 32.9987 L1450.01 27.2059 L1455.48 27.2059 L1455.48 14.324 L1462.97 14.324 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1486.14 27.2059 L1493.6 27.2059 L1493.6 72.576 L1486.14 72.576 L1486.14 27.2059 M1486.14 9.54393 L1493.6 9.54393 L1493.6 18.9825 L1486.14 18.9825 L1486.14 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1519 32.4315 Q1513 32.4315 1509.52 37.1306 Q1506.03 41.7891 1506.03 49.9314 Q1506.03 58.0738 1509.48 62.7728 Q1512.96 67.4314 1519 67.4314 Q1524.95 67.4314 1528.43 62.7323 Q1531.92 58.0333 1531.92 49.9314 Q1531.92 41.8701 1528.43 37.1711 Q1524.95 32.4315 1519 32.4315 M1519 26.1121 Q1528.72 26.1121 1534.27 32.4315 Q1539.82 38.7509 1539.82 49.9314 Q1539.82 61.0714 1534.27 67.4314 Q1528.72 73.7508 1519 73.7508 Q1509.23 73.7508 1503.68 67.4314 Q1498.17 61.0714 1498.17 49.9314 Q1498.17 38.7509 1503.68 32.4315 Q1509.23 26.1121 1519 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1585.35 45.1919 L1585.35 72.576 L1577.9 72.576 L1577.9 45.4349 Q1577.9 38.994 1575.38 35.7938 Q1572.87 32.5936 1567.85 32.5936 Q1561.81 32.5936 1558.33 36.4419 Q1554.85 40.2903 1554.85 46.9338 L1554.85 72.576 L1547.35 72.576 L1547.35 27.2059 L1554.85 27.2059 L1554.85 34.2544 Q1557.52 30.163 1561.12 28.1376 Q1564.77 26.1121 1569.51 26.1121 Q1577.33 26.1121 1581.34 30.9732 Q1585.35 35.7938 1585.35 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip322)\" style=\"stroke:#130a34; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  322.193,1106.38 320.253,1105.46 306.029,1098.26 300.09,1095.15 291.06,1090.13 279.928,1083.73 277.094,1082.01 264.204,1073.89 259.766,1070.98 252.199,1065.76 \n",
       "  240.876,1057.64 239.603,1056.69 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#130a34; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  973.494,1106.38 985.611,1100.43 989.779,1098.26 1004.84,1090.13 1005.77,1089.61 1018.63,1082.01 1025.94,1077.53 1031.56,1073.89 1043.65,1065.76 1046.1,1064.05 \n",
       "  1054.81,1057.64 1065.41,1049.52 1066.26,1048.84 1075.12,1041.39 1084.37,1033.27 1086.42,1031.38 1092.89,1025.15 1100.91,1017.02 1106.59,1010.97 1108.44,1008.9 \n",
       "  1115.34,1000.78 1121.85,992.655 1126.75,986.151 1127.92,984.532 1133.41,976.409 1138.54,968.285 1143.29,960.162 1146.91,953.439 1147.64,952.039 1151.48,943.916 \n",
       "  1154.97,935.793 1158.1,927.669 1160.87,919.546 1163.29,911.423 1165.35,903.3 1167.05,895.177 1167.07,895.024 1168.34,887.053 1169.29,878.93 1169.89,870.807 \n",
       "  1170.15,862.684 1170.06,854.561 1169.63,846.437 1168.86,838.314 1167.74,830.191 1167.07,826.503 1166.24,822.068 1164.36,813.944 1162.13,805.821 1159.53,797.698 \n",
       "  1156.58,789.575 1153.27,781.452 1149.6,773.328 1146.91,767.895 1145.52,765.205 1140.96,757.082 1136.02,748.959 1130.71,740.836 1126.75,735.168 1124.96,732.712 \n",
       "  1118.64,724.589 1111.94,716.466 1106.59,710.336 1104.77,708.343 1096.95,700.22 1088.73,692.096 1086.42,689.927 1079.8,683.973 1070.34,675.85 1066.26,672.498 \n",
       "  1060.17,667.727 1049.35,659.604 1046.1,657.261 1037.66,651.48 1025.94,643.747 1025.31,643.357 1011.82,635.234 1005.77,631.722 997.374,627.111 985.611,620.874 \n",
       "  981.835,618.988 965.449,611.074 964.987,610.864 946.472,602.741 945.286,602.237 926.107,594.618 925.124,594.239 904.962,587.016 903.389,586.495 884.799,580.517 \n",
       "  877.534,578.372 864.637,574.671 847.719,570.248 844.475,569.423 824.312,564.798 811.25,562.125 804.15,560.711 783.987,557.183 763.825,554.142 762.721,554.002 \n",
       "  743.663,551.65 723.5,549.636 703.338,548.096 683.176,547.03 663.013,546.437 642.851,546.319 622.688,546.674 602.526,547.503 582.364,548.807 562.201,550.584 \n",
       "  542.039,552.835 533.404,554.002 521.876,555.602 501.714,558.887 484.4,562.125 481.552,562.673 461.389,567.048 448.155,570.248 441.227,571.971 421.065,577.499 \n",
       "  418.154,578.372 400.902,583.693 392.53,586.495 380.74,590.559 369.824,594.618 360.577,598.162 349.442,602.741 340.415,606.572 330.941,610.864 320.253,615.868 \n",
       "  313.986,618.988 300.09,626.142 298.314,627.111 283.934,635.234 279.928,637.58 270.589,643.357 259.766,650.308 258.032,651.48 246.481,659.604 239.603,664.639 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#240b4e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,564.297 244.038,562.125 259.766,554.628 261.149,554.002 279.581,545.879 279.928,545.73 299.541,537.756 300.09,537.538 320.253,529.994 321.281,529.632 \n",
       "  340.415,523.064 345.252,521.509 360.577,516.699 371.901,513.386 380.74,510.859 400.902,505.516 401.938,505.263 421.065,500.697 437.35,497.14 441.227,496.311 \n",
       "  461.389,492.406 480.885,489.016 481.552,488.903 501.714,485.865 521.876,483.22 542.039,480.966 542.83,480.893 562.201,479.142 582.364,477.704 602.526,476.649 \n",
       "  622.688,475.977 642.851,475.69 663.013,475.785 683.176,476.265 703.338,477.128 723.5,478.375 743.663,480.006 752.548,480.893 763.825,482.044 783.987,484.494 \n",
       "  804.15,487.335 814.633,489.016 824.312,490.603 844.475,494.308 858.376,497.14 864.637,498.443 884.799,503.052 893.682,505.263 904.962,508.135 924.025,513.386 \n",
       "  925.124,513.696 945.286,519.81 950.524,521.509 965.449,526.47 974.378,529.632 985.611,533.71 996.111,537.756 1005.77,541.573 1016.07,545.879 1025.94,550.11 \n",
       "  1034.54,554.002 1046.1,559.373 1051.73,562.125 1066.26,569.423 1067.83,570.248 1082.81,578.372 1086.42,580.384 1096.88,586.495 1106.59,592.331 1110.22,594.618 \n",
       "  1122.76,602.741 1126.75,605.411 1134.56,610.864 1145.84,618.988 1146.91,619.789 1156.34,627.111 1166.45,635.234 1167.07,635.75 1175.86,643.357 1184.89,651.48 \n",
       "  1187.24,653.671 1193.35,659.604 1201.39,667.727 1207.4,674.057 1209.04,675.85 1216.16,683.973 1222.95,692.096 1227.56,697.876 1229.36,700.22 1235.31,708.343 \n",
       "  1240.95,716.466 1246.28,724.589 1247.72,726.929 1251.18,732.712 1255.73,740.836 1259.99,748.959 1263.95,757.082 1267.61,765.205 1267.88,765.879 1270.87,773.328 \n",
       "  1273.83,781.452 1276.51,789.575 1278.89,797.698 1280.99,805.821 1282.79,813.944 1284.31,822.068 1285.54,830.191 1286.48,838.314 1287.13,846.437 1287.49,854.561 \n",
       "  1287.56,862.684 1287.35,870.807 1286.84,878.93 1286.05,887.053 1284.96,895.177 1283.59,903.3 1281.93,911.423 1279.97,919.546 1277.73,927.669 1275.2,935.793 \n",
       "  1272.39,943.916 1269.28,952.039 1267.88,955.369 1265.81,960.162 1262.01,968.285 1257.9,976.409 1253.49,984.532 1248.79,992.655 1247.72,994.386 1243.65,1000.78 \n",
       "  1238.17,1008.9 1232.38,1017.02 1227.56,1023.44 1226.23,1025.15 1219.59,1033.27 1212.64,1041.39 1207.4,1047.24 1205.29,1049.52 1197.41,1057.64 1189.2,1065.76 \n",
       "  1187.24,1067.64 1180.42,1073.89 1171.21,1082.01 1167.07,1085.53 1161.44,1090.13 1151.16,1098.26 1146.91,1101.5 1140.25,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#390962; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1263.38,1106.38 1267.88,1102.26 1272.12,1098.26 1280.43,1090.13 1288.05,1082.43 1288.44,1082.01 1295.94,1073.89 1303.15,1065.76 1308.21,1059.84 1310.03,1057.64 \n",
       "  1316.48,1049.52 1322.67,1041.39 1328.37,1033.55 1328.57,1033.27 1334.05,1025.15 1339.26,1017.02 1344.2,1008.9 1348.53,1001.39 1348.87,1000.78 1353.17,992.655 \n",
       "  1357.2,984.532 1360.99,976.409 1364.51,968.285 1367.78,960.162 1368.7,957.684 1370.73,952.039 1373.41,943.916 1375.84,935.793 1378.02,927.669 1379.95,919.546 \n",
       "  1381.64,911.423 1383.07,903.3 1384.25,895.177 1385.19,887.053 1385.87,878.93 1386.31,870.807 1386.5,862.684 1386.43,854.561 1386.12,846.437 1385.56,838.314 \n",
       "  1384.75,830.191 1383.69,822.068 1382.38,813.944 1380.83,805.821 1379.02,797.698 1376.96,789.575 1374.66,781.452 1372.1,773.328 1369.3,765.205 1368.7,763.603 \n",
       "  1366.18,757.082 1362.78,748.959 1359.13,740.836 1355.22,732.712 1351.05,724.589 1348.53,719.962 1346.58,716.466 1341.76,708.343 1336.68,700.22 1331.34,692.096 \n",
       "  1328.37,687.794 1325.66,683.973 1319.61,675.85 1313.29,667.727 1308.21,661.461 1306.66,659.604 1299.58,651.48 1292.23,643.357 1288.05,638.909 1284.48,635.234 \n",
       "  1276.31,627.111 1267.88,619.014 1267.86,618.988 1258.82,610.864 1249.49,602.741 1247.72,601.253 1239.59,594.618 1229.31,586.495 1227.56,585.147 1218.42,578.372 \n",
       "  1207.4,570.428 1207.14,570.248 1195.12,562.125 1187.24,556.939 1182.6,554.002 1169.43,545.879 1167.07,544.459 1155.48,537.756 1146.91,532.921 1140.84,529.632 \n",
       "  1126.75,522.185 1125.41,521.509 1109,513.386 1106.59,512.221 1091.54,505.263 1086.42,502.949 1072.97,497.14 1066.26,494.308 1053.11,489.016 1046.1,486.257 \n",
       "  1031.76,480.893 1025.94,478.758 1008.69,472.77 1005.77,471.778 985.611,465.297 983.463,464.647 965.449,459.303 955.465,456.524 945.286,453.746 925.124,448.606 \n",
       "  924.257,448.4 904.962,443.915 888.031,440.277 884.799,439.596 864.637,435.693 844.571,432.154 844.475,432.137 824.312,428.988 804.15,426.18 786.592,424.031 \n",
       "  783.987,423.718 763.825,421.629 743.663,419.875 723.5,418.455 703.338,417.369 683.176,416.617 663.013,416.2 642.851,416.116 622.688,416.367 602.526,416.951 \n",
       "  582.364,417.87 562.201,419.123 542.039,420.711 521.876,422.632 509.372,424.031 501.714,424.903 481.552,427.542 461.389,430.52 451.465,432.154 441.227,433.872 \n",
       "  421.065,437.601 407.828,440.277 400.902,441.705 380.74,446.214 371.678,448.4 360.577,451.131 340.415,456.452 340.161,456.524 320.253,462.248 312.406,464.647 \n",
       "  300.09,468.491 287.152,472.77 279.928,475.21 263.998,480.893 259.766,482.436 242.625,489.016 239.603,490.202 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#4b0c6b; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,428.648 253.449,424.031 259.766,421.963 279.254,415.907 279.928,415.702 300.09,409.878 307.773,407.784 320.253,404.443 339.25,399.661 340.415,399.373 \n",
       "  360.577,394.703 375.233,391.538 380.74,390.369 400.902,386.402 417.372,383.415 421.065,382.756 441.227,379.467 461.389,376.484 470.375,375.291 481.552,373.832 \n",
       "  501.714,371.5 521.876,369.47 542.039,367.74 550.099,367.168 562.201,366.324 582.364,365.215 602.526,364.401 622.688,363.883 642.851,363.661 663.013,363.735 \n",
       "  683.176,364.105 703.338,364.771 723.5,365.733 743.663,366.99 745.971,367.168 763.825,368.567 783.987,370.447 804.15,372.629 824.312,375.111 825.621,375.291 \n",
       "  844.475,377.938 864.637,381.074 878.351,383.415 884.799,384.534 904.962,388.346 920.567,391.538 925.124,392.486 945.286,396.998 956.406,399.661 965.449,401.865 \n",
       "  985.611,407.102 988.086,407.784 1005.77,412.749 1016.41,415.907 1025.94,418.789 1042.37,424.031 1046.1,425.244 1066.26,432.137 1066.31,432.154 1086.42,439.509 \n",
       "  1088.43,440.277 1106.59,447.364 1109.13,448.4 1126.75,455.73 1128.58,456.524 1146.91,464.64 1146.93,464.647 1164.19,472.77 1167.07,474.154 1180.56,480.893 \n",
       "  1187.24,484.297 1196.14,489.016 1207.4,495.109 1211.01,497.14 1225.17,505.263 1227.56,506.668 1238.61,513.386 1247.72,519.058 1251.53,521.509 1263.85,529.632 \n",
       "  1267.88,532.358 1275.62,537.756 1286.97,545.879 1288.05,546.673 1297.72,554.002 1308.15,562.125 1308.21,562.171 1318,570.248 1327.58,578.372 1328.37,579.06 \n",
       "  1336.64,586.495 1345.41,594.618 1348.53,597.599 1353.77,602.741 1361.78,610.864 1368.7,618.114 1369.51,618.988 1376.8,627.111 1383.84,635.234 1388.86,641.237 \n",
       "  1390.58,643.357 1396.95,651.48 1403.08,659.604 1408.96,667.727 1409.02,667.818 1414.45,675.85 1419.71,683.973 1424.73,692.096 1429.18,699.665 1429.5,700.22 \n",
       "  1433.93,708.343 1438.13,716.466 1442.11,724.589 1445.85,732.712 1449.35,740.812 1449.36,740.836 1452.55,748.959 1455.53,757.082 1458.28,765.205 1460.8,773.328 \n",
       "  1463.11,781.452 1465.18,789.575 1467.03,797.698 1468.66,805.821 1469.51,810.726 1470.05,813.944 1471.2,822.068 1472.13,830.191 1472.84,838.314 1473.34,846.437 \n",
       "  1473.61,854.561 1473.66,862.684 1473.5,870.807 1473.12,878.93 1472.51,887.053 1471.69,895.177 1470.65,903.3 1469.51,910.684 1469.39,911.423 1467.88,919.546 \n",
       "  1466.14,927.669 1464.17,935.793 1461.98,943.916 1459.57,952.039 1456.93,960.162 1454.07,968.285 1450.98,976.409 1449.35,980.426 1447.63,984.532 1444,992.655 \n",
       "  1440.15,1000.78 1436.06,1008.9 1431.75,1017.02 1429.18,1021.6 1427.15,1025.15 1422.25,1033.27 1417.11,1041.39 1411.73,1049.52 1409.02,1053.45 1406.05,1057.64 \n",
       "  1400.04,1065.76 1393.8,1073.89 1388.86,1080.07 1387.27,1082.01 1380.35,1090.13 1373.18,1098.26 1368.7,1103.17 1365.69,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#5f126e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1455.1,1106.38 1461.78,1098.26 1468.23,1090.13 1469.51,1088.47 1474.34,1082.01 1480.2,1073.89 1485.84,1065.76 1489.67,1060.03 1491.22,1057.64 1496.3,1049.52 \n",
       "  1501.17,1041.39 1505.82,1033.27 1509.83,1025.92 1510.25,1025.15 1514.37,1017.02 1518.29,1008.9 1522,1000.78 1525.5,992.655 1528.79,984.532 1530,981.349 \n",
       "  1531.83,976.409 1534.63,968.285 1537.24,960.162 1539.64,952.039 1541.83,943.916 1543.82,935.793 1545.61,927.669 1547.19,919.546 1548.57,911.423 1549.74,903.3 \n",
       "  1550.16,899.838 1550.7,895.177 1551.45,887.053 1552,878.93 1552.35,870.807 1552.5,862.684 1552.45,854.561 1552.2,846.437 1551.75,838.314 1551.1,830.191 \n",
       "  1550.25,822.068 1550.16,821.331 1549.18,813.944 1547.91,805.821 1546.43,797.698 1544.74,789.575 1542.85,781.452 1540.76,773.328 1538.46,765.205 1535.96,757.082 \n",
       "  1533.26,748.959 1530.35,740.836 1530,739.919 1527.17,732.712 1523.77,724.589 1520.17,716.466 1516.36,708.343 1512.34,700.22 1509.83,695.412 1508.07,692.096 \n",
       "  1503.52,683.973 1498.76,675.85 1493.79,667.727 1489.67,661.273 1488.58,659.604 1483.05,651.48 1477.3,643.357 1471.33,635.234 1469.51,632.843 1465.03,627.111 \n",
       "  1458.47,618.988 1451.68,610.864 1449.35,608.165 1444.54,602.741 1437.12,594.618 1429.46,586.495 1429.18,586.205 1421.38,578.372 1413.06,570.248 1409.02,566.422 \n",
       "  1404.37,562.125 1395.34,554.002 1388.86,548.331 1385.98,545.879 1376.2,537.756 1368.7,531.682 1366.09,529.632 1355.52,521.509 1348.53,516.269 1344.58,513.386 \n",
       "  1333.17,505.263 1328.37,501.924 1321.29,497.14 1308.99,489.016 1308.21,488.51 1296.06,480.893 1288.05,475.976 1282.65,472.77 1268.7,464.647 1267.88,464.179 \n",
       "  1254.02,456.524 1247.72,453.115 1238.71,448.4 1227.56,442.677 1222.72,440.277 1207.4,432.83 1205.96,432.154 1188.3,424.031 1187.24,423.55 1169.67,415.907 \n",
       "  1167.07,414.799 1150,407.784 1146.91,406.538 1129.17,399.661 1126.75,398.739 1107.02,391.538 1106.59,391.38 1086.42,384.456 1083.25,383.415 1066.26,377.937 \n",
       "  1057.65,375.291 1046.1,371.801 1029.97,367.168 1025.94,366.028 1005.77,360.627 999.525,359.045 985.611,355.579 965.769,350.922 965.449,350.848 945.286,346.477 \n",
       "  927.125,342.799 925.124,342.4 904.962,338.661 884.799,335.205 881.434,334.675 864.637,332.072 844.475,329.224 824.312,326.654 823.413,326.552 804.15,324.396 \n",
       "  783.987,322.412 763.825,320.702 743.663,319.265 729.164,318.429 723.5,318.107 703.338,317.231 683.176,316.625 663.013,316.288 642.851,316.22 622.688,316.423 \n",
       "  602.526,316.894 582.364,317.635 566.535,318.429 562.201,318.65 542.039,319.949 521.876,321.523 501.714,323.369 481.552,325.49 472.606,326.552 461.389,327.905 \n",
       "  441.227,330.613 421.065,333.6 414.42,334.675 400.902,336.898 380.74,340.495 368.768,342.799 360.577,344.399 340.415,348.627 330.163,350.922 320.253,353.176 \n",
       "  300.09,358.054 296.224,359.045 279.928,363.291 265.839,367.168 259.766,368.868 239.603,374.81 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#72196d; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,326.379 259.766,320.975 269.772,318.429 279.928,315.883 300.09,311.099 303.631,310.306 320.253,306.638 340.415,302.455 341.818,302.183 360.577,298.59 \n",
       "  380.74,294.991 386.368,294.059 400.902,291.688 421.065,288.656 440.832,285.936 441.227,285.883 461.389,283.402 481.552,281.176 501.714,279.204 518.049,277.813 \n",
       "  521.876,277.492 542.039,276.049 562.201,274.857 582.364,273.916 602.526,273.226 622.688,272.787 642.851,272.599 663.013,272.662 683.176,272.975 703.338,273.54 \n",
       "  723.5,274.355 743.663,275.422 763.825,276.739 777.637,277.813 783.987,278.314 804.15,280.158 824.312,282.257 844.475,284.611 854.724,285.936 864.637,287.237 \n",
       "  884.799,290.14 904.962,293.3 909.437,294.059 925.124,296.758 945.286,300.488 953.846,302.183 965.449,304.514 985.611,308.83 992.108,310.306 1005.77,313.457 \n",
       "  1025.94,318.377 1026.14,318.429 1046.1,323.643 1056.69,326.552 1066.26,329.224 1084.88,334.675 1086.42,335.134 1106.59,341.412 1110.85,342.799 1126.75,348.053 \n",
       "  1135.07,350.922 1146.91,355.069 1157.81,359.045 1167.07,362.477 1179.25,367.168 1187.24,370.296 1199.52,375.291 1207.4,378.549 1218.75,383.415 1227.56,387.257 \n",
       "  1237.04,391.538 1247.72,396.443 1254.5,399.661 1267.88,406.135 1271.19,407.784 1287.16,415.907 1288.05,416.366 1302.39,424.031 1308.21,427.2 1317.03,432.154 \n",
       "  1328.37,438.641 1331.15,440.277 1344.67,448.4 1348.53,450.769 1357.66,456.524 1368.7,463.627 1370.24,464.647 1382.26,472.77 1388.86,477.319 1393.9,480.893 \n",
       "  1405.12,489.016 1409.02,491.904 1415.91,497.14 1426.36,505.263 1429.18,507.505 1436.39,513.386 1446.12,521.509 1449.35,524.271 1455.46,529.632 1464.49,537.756 \n",
       "  1469.51,542.38 1473.21,545.879 1481.59,554.002 1489.67,562.048 1489.75,562.125 1497.5,570.248 1505.04,578.372 1509.83,583.691 1512.3,586.495 1519.25,594.618 \n",
       "  1525.99,602.741 1530,607.73 1532.46,610.864 1538.63,618.988 1544.61,627.111 1550.16,634.928 1550.37,635.234 1555.81,643.357 1561.05,651.48 1566.09,659.604 \n",
       "  1570.32,666.692 1570.92,667.727 1575.47,675.85 1579.81,683.973 1583.96,692.096 1587.92,700.22 1590.48,705.756 1591.65,708.343 1595.14,716.466 1598.44,724.589 \n",
       "  1601.55,732.712 1604.47,740.836 1607.19,748.959 1609.73,757.082 1610.64,760.27 1612.04,765.205 1614.15,773.328 1616.06,781.452 1617.8,789.575 1619.34,797.698 \n",
       "  1620.7,805.821 1621.87,813.944 1622.85,822.068 1623.65,830.191 1624.26,838.314 1624.68,846.437 1624.91,854.561 1624.96,862.684 1624.82,870.807 1624.49,878.93 \n",
       "  1623.98,887.053 1623.27,895.177 1622.38,903.3 1621.31,911.423 1620.04,919.546 1618.59,927.669 1616.95,935.793 1615.13,943.916 1613.12,952.039 1610.91,960.162 \n",
       "  1610.64,961.081 1608.48,968.285 1605.85,976.409 1603.03,984.532 1600.02,992.655 1596.82,1000.78 1593.42,1008.9 1590.48,1015.57 1589.82,1017.02 1585.97,1025.15 \n",
       "  1581.91,1033.27 1577.66,1041.39 1573.22,1049.52 1570.32,1054.59 1568.54,1057.64 1563.6,1065.76 1558.46,1073.89 1553.12,1082.01 1550.16,1086.35 1547.52,1090.13 \n",
       "  1541.65,1098.26 1535.57,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#83206b; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1609.36,1106.38 1610.64,1104.55 1614.96,1098.26 1620.34,1090.13 1625.54,1082.01 1630.55,1073.89 1630.81,1073.45 1635.28,1065.76 1639.82,1057.64 1644.17,1049.52 \n",
       "  1648.35,1041.39 1650.97,1036.06 1652.31,1033.27 1656.04,1025.15 1659.59,1017.02 1662.96,1008.9 1666.16,1000.78 1669.17,992.655 1671.13,987.02 1671.98,984.532 \n",
       "  1674.58,976.409 1677.01,968.285 1679.25,960.162 1681.33,952.039 1683.22,943.916 1684.94,935.793 1686.48,927.669 1687.85,919.546 1689.04,911.423 1690.05,903.3 \n",
       "  1690.89,895.177 1691.29,890.213 1691.55,887.053 1692.02,878.93 1692.32,870.807 1692.45,862.684 1692.41,854.561 1692.2,846.437 1691.81,838.314 1691.29,830.919 \n",
       "  1691.24,830.191 1690.49,822.068 1689.57,813.944 1688.47,805.821 1687.19,797.698 1685.73,789.575 1684.1,781.452 1682.3,773.328 1680.31,765.205 1678.15,757.082 \n",
       "  1675.82,748.959 1673.3,740.836 1671.13,734.271 1670.61,732.712 1667.68,724.589 1664.58,716.466 1661.3,708.343 1657.84,700.22 1654.2,692.096 1650.97,685.232 \n",
       "  1650.37,683.973 1646.28,675.85 1642.02,667.727 1637.57,659.604 1632.94,651.48 1630.81,647.888 1628.07,643.357 1622.96,635.234 1617.67,627.111 1612.2,618.988 \n",
       "  1610.64,616.764 1606.44,610.864 1600.47,602.741 1594.3,594.618 1590.48,589.739 1587.89,586.495 1581.2,578.372 1574.31,570.248 1570.32,565.671 1567.16,562.125 \n",
       "  1559.72,554.002 1552.09,545.879 1550.16,543.881 1544.11,537.756 1535.9,529.632 1530,523.941 1527.42,521.509 1518.59,513.386 1509.83,505.514 1509.55,505.263 \n",
       "  1500.08,497.14 1490.41,489.016 1489.67,488.411 1480.29,480.893 1469.95,472.77 1469.51,472.434 1459.12,464.647 1449.35,457.462 1448.04,456.524 1436.47,448.4 \n",
       "  1429.18,443.384 1424.55,440.277 1412.21,432.154 1409.02,430.094 1399.38,424.031 1388.86,417.535 1386.15,415.907 1372.38,407.784 1368.7,405.651 1358.06,399.661 \n",
       "  1348.53,394.385 1343.24,391.538 1328.37,383.678 1327.86,383.415 1311.76,375.291 1308.21,373.531 1294.99,367.168 1288.05,363.882 1277.5,359.045 1267.88,354.705 \n",
       "  1259.23,350.922 1247.72,345.975 1240.08,342.799 1227.56,337.673 1219.98,334.675 1207.4,329.779 1198.8,326.552 1187.24,322.275 1176.44,318.429 1167.07,315.142 \n",
       "  1152.75,310.306 1146.91,308.365 1127.56,302.183 1126.75,301.928 1106.59,295.842 1100.42,294.059 1086.42,290.075 1071.21,285.936 1066.26,284.61 1046.1,279.459 \n",
       "  1039.32,277.813 1025.94,274.606 1005.77,270.027 1004.2,269.69 985.611,265.754 965.449,261.732 964.563,261.567 945.286,258.007 925.124,254.528 918.363,253.443 \n",
       "  904.962,251.322 884.799,248.371 864.637,245.661 861.854,245.32 844.475,243.22 824.312,241.021 804.15,239.059 783.987,237.336 782.103,237.197 763.825,235.867 \n",
       "  743.663,234.636 723.5,233.638 703.338,232.876 683.176,232.348 663.013,232.054 642.851,231.996 622.688,232.172 602.526,232.582 582.364,233.228 562.201,234.108 \n",
       "  542.039,235.222 521.876,236.571 513.914,237.197 501.714,238.168 481.552,240.01 461.389,242.091 441.227,244.408 434.034,245.32 421.065,246.986 400.902,249.816 \n",
       "  380.74,252.888 377.357,253.443 360.577,256.237 340.415,259.838 331.352,261.567 320.253,263.712 300.09,267.857 291.679,269.69 279.928,272.285 259.766,276.99 \n",
       "  256.415,277.813 239.603,282.003 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#962666; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,240.783 255.002,237.197 259.766,236.102 279.928,231.702 292.651,229.074 300.09,227.557 320.253,223.676 335.316,220.951 340.415,220.04 360.577,216.666 \n",
       "  380.74,213.521 385.533,212.827 400.902,210.632 421.065,207.978 441.227,205.55 448.967,204.704 461.389,203.364 481.552,201.412 501.714,199.683 521.876,198.177 \n",
       "  542.039,196.894 547.994,196.581 562.201,195.843 582.364,195.017 602.526,194.411 622.688,194.025 642.851,193.86 663.013,193.915 683.176,194.19 703.338,194.686 \n",
       "  723.5,195.403 743.663,196.339 747.875,196.581 763.825,197.508 783.987,198.902 804.15,200.519 824.312,202.36 844.475,204.424 846.947,204.704 864.637,206.736 \n",
       "  884.799,209.277 904.962,212.044 910.241,212.827 925.124,215.065 945.286,218.324 960.468,220.951 965.449,221.823 985.611,225.588 1003.2,229.074 1005.77,229.59 \n",
       "  1025.94,233.873 1040.77,237.197 1046.1,238.405 1066.26,243.22 1074.64,245.32 1086.42,248.311 1105.73,253.443 1106.59,253.673 1126.75,259.35 1134.3,261.567 \n",
       "  1146.91,265.321 1161.01,269.69 1167.07,271.595 1186.11,277.813 1187.24,278.186 1207.4,285.119 1209.69,285.936 1227.56,292.397 1232,294.059 1247.72,300.03 \n",
       "  1253.2,302.183 1267.88,308.032 1273.41,310.306 1288.05,316.422 1292.7,318.429 1308.21,325.216 1311.17,326.552 1328.37,334.432 1328.89,334.675 1345.84,342.799 \n",
       "  1348.53,344.112 1362.12,350.922 1368.7,354.268 1377.82,359.045 1388.86,364.918 1392.97,367.168 1407.59,375.291 1409.02,376.101 1421.62,383.415 1429.18,387.879 \n",
       "  1435.22,391.538 1448.4,399.661 1449.35,400.253 1461.05,407.784 1469.51,413.322 1473.36,415.907 1485.24,424.031 1489.67,427.115 1496.73,432.154 1507.91,440.277 \n",
       "  1509.83,441.703 1518.66,448.4 1529.16,456.524 1530,457.185 1539.23,464.647 1549.08,472.77 1550.16,473.674 1558.54,480.893 1567.78,489.016 1570.32,491.302 \n",
       "  1576.67,497.14 1585.32,505.263 1590.48,510.229 1593.7,513.386 1601.78,521.509 1609.66,529.632 1610.64,530.668 1617.22,537.756 1624.57,545.879 1630.81,552.951 \n",
       "  1631.72,554.002 1638.55,562.125 1645.2,570.248 1650.97,577.497 1651.65,578.372 1657.81,586.495 1663.79,594.618 1669.59,602.741 1671.13,604.973 1675.13,610.864 \n",
       "  1680.46,618.988 1685.62,627.111 1690.6,635.234 1691.29,636.412 1695.32,643.357 1699.86,651.48 1704.23,659.604 1708.42,667.727 1711.46,673.858 1712.42,675.85 \n",
       "  1716.2,683.973 1719.81,692.096 1723.24,700.22 1726.51,708.343 1729.6,716.466 1731.62,722.059 1732.51,724.589 1735.22,732.712 1737.76,740.836 1740.13,748.959 \n",
       "  1742.34,757.082 1744.38,765.205 1746.25,773.328 1747.96,781.452 1749.5,789.575 1750.88,797.698 1751.78,803.791 1752.08,805.821 1753.1,813.944 1753.96,822.068 \n",
       "  1754.65,830.191 1755.19,838.314 1755.55,846.437 1755.76,854.561 1755.8,862.684 1755.68,870.807 1755.39,878.93 1754.94,887.053 1754.33,895.177 1753.55,903.3 \n",
       "  1752.61,911.423 1751.78,917.515 1751.5,919.546 1750.21,927.669 1748.75,935.793 1747.13,943.916 1745.34,952.039 1743.38,960.162 1741.26,968.285 1738.97,976.409 \n",
       "  1736.51,984.532 1733.89,992.655 1731.62,999.261 1731.09,1000.78 1728.08,1008.9 1724.9,1017.02 1721.54,1025.15 1718.02,1033.27 1714.33,1041.39 1711.46,1047.45 \n",
       "  1710.45,1049.52 1706.35,1057.64 1702.07,1065.76 1697.61,1073.89 1692.99,1082.01 1691.29,1084.88 1688.13,1090.13 1683.06,1098.26 1677.82,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#a72d5f; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1742.02,1106.38 1746.98,1098.26 1751.77,1090.13 1751.78,1090.1 1756.3,1082.01 1760.68,1073.89 1764.89,1065.76 1768.94,1057.64 1771.94,1051.35 1772.8,1049.52 \n",
       "  1776.46,1041.39 1779.95,1033.27 1783.29,1025.15 1786.46,1017.02 1789.47,1008.9 1792.11,1001.39 1792.32,1000.78 1794.96,992.655 1797.45,984.532 1799.77,976.409 \n",
       "  1801.94,968.285 1803.96,960.162 1805.81,952.039 1807.51,943.916 1809.05,935.793 1810.43,927.669 1811.65,919.546 1812.27,914.832 1812.71,911.423 1813.6,903.3 \n",
       "  1814.34,895.177 1814.92,887.053 1815.35,878.93 1815.62,870.807 1815.73,862.684 1815.69,854.561 1815.5,846.437 1815.15,838.314 1814.65,830.191 1813.99,822.068 \n",
       "  1813.17,813.944 1812.27,806.364 1812.2,805.821 1811.06,797.698 1809.76,789.575 1808.3,781.452 1806.68,773.328 1804.9,765.205 1802.97,757.082 1800.88,748.959 \n",
       "  1798.63,740.836 1796.22,732.712 1793.66,724.589 1792.11,719.957 1790.92,716.466 1787.98,708.343 1784.89,700.22 1781.64,692.096 1778.23,683.973 1774.65,675.85 \n",
       "  1771.94,669.959 1770.9,667.727 1766.93,659.604 1762.8,651.48 1758.51,643.357 1754.06,635.234 1751.78,631.237 1749.39,627.111 1744.52,618.988 1739.48,610.864 \n",
       "  1734.28,602.741 1731.62,598.721 1728.86,594.618 1723.21,586.495 1717.4,578.372 1711.46,570.297 1711.42,570.248 1705.15,562.125 1698.71,554.002 1692.1,545.879 \n",
       "  1691.29,544.919 1685.19,537.756 1678.1,529.632 1671.13,521.853 1670.82,521.509 1663.22,513.386 1655.44,505.263 1650.97,500.694 1647.42,497.14 1639.12,489.016 \n",
       "  1630.81,481.062 1630.63,480.893 1621.78,472.77 1612.74,464.647 1610.64,462.798 1603.37,456.524 1593.76,448.4 1590.48,445.682 1583.82,440.277 1573.61,432.154 \n",
       "  1570.32,429.582 1563.05,424.031 1552.22,415.907 1550.16,414.388 1540.99,407.784 1530,400.011 1529.49,399.661 1517.53,391.538 1509.83,386.4 1505.25,383.415 \n",
       "  1492.58,375.291 1489.67,373.455 1479.46,367.168 1469.51,361.144 1465.96,359.045 1451.98,350.922 1449.35,349.414 1437.49,342.799 1429.18,338.237 1422.53,334.675 \n",
       "  1409.02,327.556 1407.06,326.552 1391,318.429 1388.86,317.365 1374.29,310.306 1368.7,307.634 1356.96,302.183 1348.53,298.328 1338.93,294.059 1328.37,289.429 \n",
       "  1320.16,285.936 1308.21,280.921 1300.57,277.813 1288.05,272.787 1280.08,269.69 1267.88,265.011 1258.61,261.567 1247.72,257.579 1236.04,253.443 1227.56,250.478 \n",
       "  1212.28,245.32 1207.4,243.695 1187.24,237.217 1187.17,237.197 1167.07,231.057 1160.32,229.074 1146.91,225.182 1131.72,220.951 1126.75,219.582 1106.59,214.264 \n",
       "  1100.89,212.827 1086.42,209.22 1067.45,204.704 1066.26,204.424 1046.1,199.906 1030.49,196.581 1025.94,195.623 1005.77,191.601 989.105,188.458 985.611,187.807 \n",
       "  965.449,184.269 945.286,180.948 941.301,180.335 925.124,177.875 904.962,175.024 884.799,172.388 883.327,172.211 864.637,169.994 844.475,167.814 824.312,165.848 \n",
       "  804.15,164.093 804.083,164.088 783.987,162.57 763.825,161.256 743.663,160.153 723.5,159.259 703.338,158.576 683.176,158.103 663.013,157.841 642.851,157.788 \n",
       "  622.688,157.946 602.526,158.314 582.364,158.892 562.201,159.68 542.039,160.678 521.876,161.886 501.714,163.305 492.021,164.088 481.552,164.944 461.389,166.804 \n",
       "  441.227,168.878 421.065,171.163 412.608,172.211 400.902,173.679 380.74,176.422 360.577,179.381 354.518,180.335 340.415,182.581 320.253,186.01 306.724,188.458 \n",
       "  300.09,189.672 279.928,193.584 265.306,196.581 259.766,197.73 239.603,202.137 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#ba3655; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,165.635 247.028,164.088 259.766,161.466 279.928,157.525 288.361,155.965 300.09,153.82 320.253,150.34 335.644,147.842 340.415,147.076 360.577,144.046 \n",
       "  380.74,141.222 392.316,139.719 400.902,138.616 421.065,136.229 441.227,134.046 461.389,132.066 466.724,131.595 481.552,130.303 501.714,128.746 521.876,127.391 \n",
       "  542.039,126.236 562.201,125.282 582.364,124.528 602.526,123.976 622.688,123.624 642.851,123.474 663.013,123.524 683.176,123.775 703.338,124.227 723.5,124.88 \n",
       "  743.663,125.733 763.825,126.788 783.987,128.043 804.15,129.499 824.312,131.157 829.074,131.595 844.475,133.03 864.637,135.112 884.799,137.397 903.612,139.719 \n",
       "  904.962,139.887 925.124,142.609 945.286,145.536 960.13,147.842 965.449,148.678 985.611,152.054 1005.77,155.638 1007.51,155.965 1025.94,159.469 1046.1,163.515 \n",
       "  1048.81,164.088 1066.26,167.814 1085.88,172.211 1086.42,172.334 1106.59,177.121 1119.54,180.335 1126.75,182.145 1146.91,187.426 1150.7,188.458 1167.07,192.978 \n",
       "  1179.63,196.581 1187.24,198.79 1206.85,204.704 1207.4,204.872 1227.56,211.253 1232.36,212.827 1247.72,217.923 1256.54,220.951 1267.88,224.892 1279.53,229.074 \n",
       "  1288.05,232.171 1301.44,237.197 1308.21,239.772 1322.36,245.32 1328.37,247.708 1342.39,253.443 1348.53,255.992 1361.59,261.567 1368.7,264.64 1380.05,269.69 \n",
       "  1388.86,273.665 1397.81,277.813 1409.02,283.083 1414.93,285.936 1429.18,292.913 1431.47,294.059 1447.41,302.183 1449.35,303.185 1462.78,310.306 1469.51,313.928 \n",
       "  1477.67,318.429 1489.67,325.147 1492.12,326.552 1506.08,334.675 1509.83,336.897 1519.58,342.799 1530,349.199 1532.73,350.922 1545.45,359.045 1550.16,362.106 \n",
       "  1557.78,367.168 1569.81,375.291 1570.32,375.642 1581.4,383.415 1590.48,389.901 1592.73,391.538 1603.67,399.661 1610.64,404.925 1614.35,407.784 1624.7,415.907 \n",
       "  1630.81,420.792 1634.78,424.031 1644.54,432.154 1650.97,437.599 1654.07,440.277 1663.28,448.4 1671.13,455.458 1672.29,456.524 1680.98,464.647 1689.48,472.77 \n",
       "  1691.29,474.536 1697.69,480.893 1705.69,489.016 1711.46,495.007 1713.47,497.14 1720.98,505.263 1728.32,513.386 1731.62,517.125 1735.42,521.509 1742.29,529.632 \n",
       "  1748.99,537.756 1751.78,541.224 1755.46,545.879 1761.71,554.002 1767.81,562.125 1771.94,567.795 1773.7,570.248 1779.36,578.372 1784.87,586.495 1790.21,594.618 \n",
       "  1792.11,597.596 1795.33,602.741 1800.26,610.864 1805.04,618.988 1809.65,627.111 1812.27,631.878 1814.08,635.234 1818.31,643.357 1822.38,651.48 1826.29,659.604 \n",
       "  1830.06,667.727 1832.43,673.077 1833.64,675.85 1837.03,683.973 1840.27,692.096 1843.36,700.22 1846.3,708.343 1849.08,716.466 1851.71,724.589 1852.59,727.479 \n",
       "  1854.16,732.712 1856.45,740.836 1858.59,748.959 1860.57,757.082 1862.41,765.205 1864.1,773.328 1865.64,781.452 1867.02,789.575 1868.26,797.698 1869.35,805.821 \n",
       "  1870.28,813.944 1871.07,822.068 1871.71,830.191 1872.2,838.314 1872.53,846.437 1872.72,854.561 1872.76,862.058 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#ba3655; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,862.892 1872.65,870.807 1872.38,878.93 1871.97,887.053 1871.41,895.177 1870.7,903.3 1869.83,911.423 1868.82,919.546 1867.66,927.669 1866.35,935.793 \n",
       "  1864.89,943.916 1863.27,952.039 1861.51,960.162 1859.6,968.285 1857.54,976.409 1855.33,984.532 1852.96,992.655 1852.59,993.852 1850.42,1000.78 1847.71,1008.9 \n",
       "  1844.85,1017.02 1841.84,1025.15 1838.67,1033.27 1835.36,1041.39 1832.43,1048.24 1831.88,1049.52 1828.19,1057.64 1824.36,1065.76 1820.36,1073.89 1816.21,1082.01 \n",
       "  1812.27,1089.45 1811.9,1090.13 1807.36,1098.26 1802.67,1106.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1860.29,1106.38 1864.75,1098.26 1869.06,1090.13 1872.76,1082.92 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,638.406 1871.16,635.234 1866.92,627.111 1862.54,618.988 1858,610.864 1853.31,602.741 1852.59,601.53 1848.41,594.618 1843.34,586.495 1838.12,578.372 \n",
       "  1832.74,570.248 1832.43,569.795 1827.12,562.125 1821.34,554.002 1815.41,545.879 1812.27,541.686 1809.27,537.756 1802.92,529.632 1796.41,521.509 1792.11,516.267 \n",
       "  1789.7,513.386 1782.75,505.263 1775.64,497.14 1771.94,493.004 1768.31,489.016 1760.75,480.893 1753.02,472.77 1751.78,471.494 1745.01,464.647 1736.81,456.524 \n",
       "  1731.62,451.49 1728.38,448.4 1719.68,440.277 1711.46,432.742 1710.8,432.154 1701.59,424.031 1692.21,415.907 1691.29,415.126 1682.49,407.784 1672.57,399.661 \n",
       "  1671.13,398.5 1662.31,391.538 1651.84,383.415 1650.97,382.755 1640.98,375.291 1630.81,367.813 1629.91,367.168 1618.44,359.045 1610.64,353.612 1606.7,350.922 \n",
       "  1594.61,342.799 1590.48,340.071 1582.15,334.675 1570.32,327.139 1569.38,326.552 1556.15,318.429 1550.16,314.804 1542.55,310.306 1530,302.985 1528.59,302.183 \n",
       "  1514.12,294.059 1509.83,291.687 1499.2,285.936 1489.67,280.857 1483.82,277.813 1469.51,270.465 1467.96,269.69 1451.52,261.567 1449.35,260.509 1434.48,253.443 \n",
       "  1429.18,250.96 1416.84,245.32 1409.02,241.793 1398.56,237.197 1388.86,232.992 1379.57,229.074 1368.7,224.545 1359.82,220.951 1348.53,216.436 1339.25,212.827 \n",
       "  1328.37,208.655 1317.77,204.704 1308.21,201.188 1295.3,196.581 1288.05,194.025 1271.75,188.458 1267.88,187.153 1247.72,180.567 1246.99,180.335 1227.56,174.27 \n",
       "  1220.73,172.211 1207.4,168.239 1192.95,164.088 1187.24,162.464 1167.07,156.947 1163.34,155.965 1146.91,151.69 1131.51,147.842 1126.75,146.665 1106.59,141.89 \n",
       "  1097.01,139.719 1086.42,137.346 1066.26,133.03 1059.23,131.595 1046.1,128.947 1025.94,125.081 1017.09,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#d94d3d; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1170.14,123.472 1187.24,127.943 1200.69,131.595 1207.4,133.436 1227.56,139.174 1229.41,139.719 1247.72,145.176 1256.37,147.842 1267.88,151.43 1281.97,155.965 \n",
       "  1288.05,157.945 1306.32,164.088 1308.21,164.731 1328.37,171.801 1329.51,172.211 1348.53,179.165 1351.64,180.335 1368.7,186.826 1372.86,188.458 1388.86,194.796 \n",
       "  1393.24,196.581 1409.02,203.084 1412.85,204.704 1429.18,211.704 1431.74,212.827 1449.35,220.668 1449.97,220.951 1467.53,229.074 1469.51,230 1484.5,237.197 \n",
       "  1489.67,239.712 1500.93,245.32 1509.83,249.815 1516.85,253.443 1530,260.325 1532.31,261.567 1547.27,269.69 1550.16,271.281 1561.76,277.813 1570.32,282.701 \n",
       "  1575.86,285.936 1589.59,294.059 1590.48,294.597 1602.85,302.183 1610.64,307.036 1615.79,310.306 1628.38,318.429 1630.81,320.016 1640.59,326.552 1650.97,333.598 \n",
       "  1652.53,334.675 1664.08,342.799 1671.13,347.837 1675.37,350.922 1686.34,359.045 1691.29,362.771 1697.03,367.168 1707.45,375.291 1711.46,378.471 1717.57,383.415 \n",
       "  1727.46,391.538 1731.62,395.017 1737.07,399.661 1746.44,407.784 1751.78,412.501 1755.57,415.907 1764.44,424.031 1771.94,431.028 1773.13,432.154 1781.52,440.277 \n",
       "  1789.75,448.4 1792.11,450.768 1797.73,456.524 1805.5,464.647 1812.27,471.869 1813.1,472.77 1820.43,480.893 1827.6,489.016 1832.43,494.606 1834.58,497.14 \n",
       "  1841.33,505.263 1847.93,513.386 1852.59,519.27 1854.34,521.509 1860.53,529.632 1866.56,537.756 1872.45,545.879 1872.76,546.315 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#e65c2e; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,475.686 1870.21,472.77 1862.98,464.647 1855.59,456.524 1852.59,453.293 1847.98,448.4 1840.16,440.277 1832.43,432.394 1832.19,432.154 1823.93,424.031 \n",
       "  1815.52,415.907 1812.27,412.829 1806.85,407.784 1797.98,399.661 1792.11,394.384 1788.88,391.538 1779.53,383.415 1771.94,376.941 1769.98,375.291 1760.12,367.168 \n",
       "  1751.78,360.403 1750.08,359.045 1739.71,350.922 1731.62,344.684 1729.13,342.799 1718.23,334.675 1711.46,329.709 1707.07,326.552 1695.62,318.429 1691.29,315.41 \n",
       "  1683.84,310.306 1671.81,302.183 1671.13,301.73 1659.37,294.059 1650.97,288.654 1646.66,285.936 1633.59,277.813 1630.81,276.11 1620.11,269.69 1610.64,264.082 \n",
       "  1606.31,261.567 1592.11,253.443 1590.48,252.525 1577.44,245.32 1570.32,241.436 1562.38,237.197 1550.16,230.763 1546.88,229.074 1530.9,220.951 1530,220.496 \n",
       "  1514.37,212.827 1509.83,210.631 1497.31,204.704 1489.67,201.132 1479.7,196.581 1469.51,191.986 1461.49,188.458 1449.35,183.179 1442.64,180.335 1429.18,174.7 \n",
       "  1423.09,172.211 1409.02,166.538 1402.79,164.088 1388.86,158.681 1381.67,155.965 1368.7,151.118 1359.68,147.842 1348.53,143.841 1336.72,139.719 1328.37,136.838 \n",
       "  1312.72,131.595 1308.21,130.102 1288.05,123.624 1287.56,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#ef6d21; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1386.49,123.472 1388.86,124.327 1408.45,131.595 1409.02,131.811 1429.18,139.58 1429.53,139.719 1449.35,147.64 1449.84,147.842 1469.42,155.965 1469.51,156.001 \n",
       "  1488.32,164.088 1489.67,164.677 1506.58,172.211 1509.83,173.678 1524.26,180.335 1530,183.016 1541.38,188.458 1550.16,192.702 1558,196.581 1570.32,202.749 \n",
       "  1574.14,204.704 1589.82,212.827 1590.48,213.176 1604.99,220.951 1610.64,224.023 1619.76,229.074 1630.81,235.28 1634.15,237.197 1648.14,245.32 1650.97,246.985 \n",
       "  1661.73,253.443 1671.13,259.165 1675,261.567 1687.92,269.69 1691.29,271.845 1700.47,277.813 1711.46,285.054 1712.77,285.936 1724.69,294.059 1731.62,298.85 \n",
       "  1736.35,302.183 1747.72,310.306 1751.78,313.253 1758.79,318.429 1769.62,326.552 1771.94,328.319 1780.14,334.675 1790.47,342.799 1792.11,344.111 1800.48,350.922 \n",
       "  1810.3,359.045 1812.27,360.699 1819.83,367.168 1829.18,375.291 1832.43,378.165 1838.27,383.415 1847.15,391.538 1852.59,396.6 1855.83,399.661 1864.26,407.784 \n",
       "  1872.55,415.907 1872.76,416.113 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#f68111; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,363.658 1867.54,359.045 1858.2,350.922 1852.59,346.117 1848.65,342.799 1838.86,334.675 1832.43,329.43 1828.85,326.552 1818.57,318.429 1812.27,313.523 \n",
       "  1808.07,310.306 1797.29,302.183 1792.11,298.327 1786.26,294.059 1774.98,285.936 1771.94,283.782 1763.38,277.813 1751.78,269.837 1751.56,269.69 1739.36,261.567 \n",
       "  1731.62,256.48 1726.91,253.443 1714.14,245.32 1711.46,243.634 1701.01,237.197 1691.29,231.29 1687.58,229.074 1673.78,220.951 1671.13,219.409 1659.59,212.827 \n",
       "  1650.97,207.977 1645.04,204.704 1630.81,196.949 1630.12,196.581 1614.72,188.458 1610.64,186.336 1598.88,180.335 1590.48,176.099 1582.61,172.211 1570.32,166.219 \n",
       "  1565.86,164.088 1550.16,156.684 1548.6,155.965 1530.78,147.842 1530,147.486 1512.37,139.719 1509.83,138.615 1493.34,131.595 1489.67,130.051 1473.66,123.472 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#fa9706; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1552.5,123.472 1570.32,131.507 1570.51,131.595 1587.95,139.719 1590.48,140.913 1604.88,147.842 1610.64,150.65 1621.33,155.965 1630.81,160.729 1637.35,164.088 \n",
       "  1650.97,171.162 1652.95,172.211 1668.1,180.335 1671.13,181.981 1682.83,188.458 1691.29,193.197 1697.22,196.581 1711.27,204.704 1711.46,204.814 1724.89,212.827 \n",
       "  1731.62,216.893 1738.21,220.951 1751.24,229.074 1751.78,229.413 1763.89,237.197 1771.94,242.445 1776.28,245.32 1788.37,253.443 1792.11,255.991 1800.15,261.567 \n",
       "  1811.71,269.69 1812.27,270.088 1822.93,277.813 1832.43,284.799 1833.95,285.936 1844.66,294.059 1852.59,300.159 1855.18,302.183 1865.42,310.306 1872.76,316.218 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#fbac10; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,272.597 1868.88,269.69 1857.89,261.567 1852.59,257.7 1846.66,253.443 1835.19,245.32 1832.43,243.396 1823.41,237.197 1812.27,229.647 1811.41,229.074 \n",
       "  1799.06,220.951 1792.11,216.435 1786.45,212.827 1773.56,204.704 1771.94,203.697 1760.3,196.581 1751.78,191.434 1746.76,188.458 1732.9,180.335 1731.62,179.595 \n",
       "  1718.63,172.211 1711.46,168.185 1704.02,164.088 1691.29,157.156 1689.06,155.965 1673.68,147.842 1671.13,146.51 1657.87,139.719 1650.97,136.228 1641.63,131.595 \n",
       "  1630.81,126.285 1624.96,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#f9c32a; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1692.45,123.472 1708.06,131.595 1711.46,133.384 1723.27,139.719 1731.62,144.251 1738.12,147.842 1751.78,155.48 1752.63,155.965 1766.74,164.088 1771.94,167.122 \n",
       "  1780.52,172.211 1792.11,179.164 1794.02,180.335 1807.16,188.458 1812.27,191.654 1820.01,196.581 1832.43,204.589 1832.61,204.704 1844.84,212.827 1852.59,218.036 \n",
       "  1856.86,220.951 1868.59,229.074 1872.76,231.994 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#f5d948; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1872.76,193.858 1864.56,188.458 1852.59,180.674 1852.06,180.335 1839.22,172.211 1832.43,167.972 1826.11,164.088 1812.73,155.965 1812.27,155.688 1798.97,147.842 \n",
       "  1792.11,143.84 1784.91,139.719 1771.94,132.369 1770.55,131.595 1755.8,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#f1ee74; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1815.73,123.472 1829.73,131.595 1832.43,133.181 1843.38,139.719 1852.59,145.277 1856.77,147.842 1869.86,155.965 1872.76,157.786 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#cb4049; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  278.592,123.472 259.766,126.989 239.603,130.956 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#050418; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  570.621,643.357 562.201,644.439 542.039,647.719 522.938,651.48 521.876,651.698 501.714,656.544 490.625,659.604 481.552,662.211 464.547,667.727 461.389,668.795 \n",
       "  442.678,675.85 441.227,676.422 423.842,683.973 421.065,685.236 407.265,692.096 400.902,695.416 392.416,700.22 380.74,707.173 378.917,708.343 366.925,716.466 \n",
       "  360.577,721.015 355.928,724.589 345.974,732.712 340.415,737.546 336.873,740.836 328.698,748.959 321.097,757.082 320.253,758.058 314.439,765.205 308.37,773.328 \n",
       "  302.841,781.452 300.09,785.93 297.978,789.575 293.778,797.698 290.088,805.821 286.906,813.944 284.234,822.068 282.07,830.191 280.416,838.314 279.928,841.776 \n",
       "  279.306,846.437 278.703,854.561 278.583,862.684 278.944,870.807 279.788,878.93 279.928,879.79 281.18,887.053 283.088,895.177 285.506,903.3 288.433,911.423 \n",
       "  291.869,919.546 295.814,927.669 300.09,935.468 300.279,935.793 305.538,943.916 311.337,952.039 317.675,960.162 320.253,963.207 324.826,968.285 332.714,976.409 \n",
       "  340.415,983.802 341.227,984.532 350.875,992.655 360.577,1000.34 361.175,1000.78 372.839,1008.9 380.74,1014.11 385.507,1017.02 399.502,1025.15 400.902,1025.92 \n",
       "  415.339,1033.27 421.065,1036.05 433.087,1041.39 441.227,1044.85 453.335,1049.52 461.389,1052.49 476.939,1057.64 481.552,1059.11 501.714,1064.78 505.714,1065.76 \n",
       "  521.876,1069.57 542.039,1073.62 543.645,1073.89 562.201,1076.85 582.364,1079.39 602.526,1081.25 615.38,1082.01 622.688,1082.42 642.851,1082.91 663.013,1082.75 \n",
       "  681.31,1082.01 683.176,1081.93 703.338,1080.41 723.5,1078.2 743.663,1075.32 751.811,1073.89 763.825,1071.68 783.987,1067.29 789.997,1065.76 804.15,1062.04 \n",
       "  818.818,1057.64 824.312,1055.92 842.611,1049.52 844.475,1048.84 862.847,1041.39 864.637,1040.64 880.474,1033.27 884.799,1031.16 896.132,1025.15 904.962,1020.22 \n",
       "  910.266,1017.02 923.051,1008.9 925.124,1007.51 934.451,1000.78 945.072,992.655 945.286,992.48 954.417,984.532 963.156,976.409 965.449,974.123 970.943,968.285 \n",
       "  978.032,960.162 984.565,952.039 985.611,950.617 990.256,943.916 995.363,935.793 999.946,927.669 1004.01,919.546 1005.77,915.484 1007.44,911.423 1010.29,903.3 \n",
       "  1012.64,895.177 1014.5,887.053 1015.86,878.93 1016.73,870.807 1017.1,862.684 1016.97,854.561 1016.36,846.437 1015.24,838.314 1013.63,830.191 1011.53,822.068 \n",
       "  1008.93,813.944 1005.84,805.821 1005.77,805.681 1002.04,797.698 997.72,789.575 992.875,781.452 987.507,773.328 985.611,770.716 981.368,765.205 974.557,757.082 \n",
       "  967.19,748.959 965.449,747.174 958.861,740.836 949.826,732.712 945.286,728.883 939.841,724.589 928.903,716.466 925.124,713.813 916.744,708.343 904.962,701.052 \n",
       "  903.507,700.22 888.571,692.096 884.799,690.141 871.84,683.973 864.637,680.699 852.93,675.85 844.475,672.499 831.134,667.727 824.312,665.387 805.402,659.604 \n",
       "  804.15,659.236 783.987,654.031 772.526,651.48 763.825,649.618 743.663,645.992 725.559,643.357 723.5,643.068 703.338,640.907 683.176,639.41 663.013,638.578 \n",
       "  642.851,638.412 622.688,638.911 602.526,640.075 582.364,641.904 570.621,643.357 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip322)\" style=\"stroke:#ff0000; stroke-width:12; stroke-opacity:1; fill:none\" points=\"\n",
       "  239.603,8969.64 259.766,8680.81 279.928,8396.77 300.09,8117.52 320.253,7843.07 340.415,7573.41 360.577,7308.54 380.74,7048.47 400.902,6793.19 421.065,6542.71 \n",
       "  441.227,6297.02 461.389,6056.12 481.552,5820.02 501.714,5588.71 521.876,5362.2 542.039,5140.48 562.201,4923.56 582.364,4711.42 602.526,4504.09 622.688,4301.54 \n",
       "  642.851,4103.79 663.013,3910.84 683.176,3722.67 703.338,3539.3 723.5,3360.73 743.663,3186.95 763.825,3017.96 783.987,2853.77 804.15,2694.37 824.312,2539.77 \n",
       "  844.475,2389.96 864.637,2244.94 884.799,2104.72 904.962,1969.29 925.124,1838.65 945.286,1712.81 965.449,1591.77 985.611,1475.51 1005.77,1364.05 1025.94,1257.39 \n",
       "  1046.1,1155.52 1066.26,1058.44 1086.42,966.157 1106.59,878.668 1126.75,795.972 1146.91,718.071 1167.07,644.963 1187.24,576.649 1207.4,513.13 1227.56,454.404 \n",
       "  1247.72,400.472 1267.88,351.334 1288.05,306.99 1308.21,267.44 1328.37,232.684 1348.53,202.722 1368.7,177.554 1388.86,157.18 1409.02,141.599 1429.18,130.813 \n",
       "  1449.35,124.82 1469.51,123.622 1489.67,127.217 1509.83,135.607 1530,148.79 1550.16,166.767 1570.32,189.539 1590.48,217.104 1610.64,249.463 1630.81,286.616 \n",
       "  1650.97,328.563 1671.13,375.304 1691.29,426.839 1711.46,483.168 1731.62,544.29 1751.78,610.207 1771.94,680.918 1792.11,756.422 1812.27,836.721 1832.43,921.813 \n",
       "  1852.59,1011.7 1872.76,1106.38 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip322)\" cx=\"1097.01\" cy=\"899.969\" r=\"14\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"2.56\"/>\n",
       "<path clip-path=\"url(#clip320)\" d=\"\n",
       "M294.042 337.676 L914.413 337.676 L914.413 156.236 L294.042 156.236  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<polyline clip-path=\"url(#clip320)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  294.042,337.676 914.413,337.676 914.413,156.236 294.042,156.236 294.042,337.676 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip320)\" style=\"stroke:#ff0000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  312.188,216.716 421.065,216.716 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip320)\" d=\"M 0 0 M453.053 236.403 Q451.248 241.033 449.535 242.445 Q447.822 243.857 444.951 243.857 L441.549 243.857 L441.549 240.292 L444.049 240.292 Q445.808 240.292 446.78 239.459 Q447.752 238.625 448.933 235.523 L449.697 233.579 L439.211 208.07 L443.725 208.07 L451.826 228.348 L459.928 208.07 L464.442 208.07 L453.053 236.403 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M483.979 208.07 L488.238 208.07 L488.238 233.996 L483.979 233.996 L483.979 208.07 M483.979 197.977 L488.238 197.977 L488.238 203.371 L483.979 203.371 L483.979 197.977 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M509.234 208.834 L509.234 212.862 Q507.428 211.936 505.484 211.473 Q503.539 211.01 501.456 211.01 Q498.284 211.01 496.687 211.982 Q495.113 212.954 495.113 214.899 Q495.113 216.38 496.247 217.237 Q497.382 218.07 500.808 218.834 L502.266 219.158 Q506.803 220.13 508.701 221.912 Q510.622 223.672 510.622 226.843 Q510.622 230.454 507.752 232.561 Q504.905 234.667 499.905 234.667 Q497.822 234.667 495.553 234.25 Q493.308 233.857 490.808 233.047 L490.808 228.649 Q493.169 229.875 495.46 230.5 Q497.752 231.102 499.997 231.102 Q503.007 231.102 504.627 230.084 Q506.247 229.042 506.247 227.167 Q506.247 225.431 505.067 224.505 Q503.909 223.579 499.951 222.723 L498.47 222.375 Q494.511 221.542 492.752 219.829 Q490.993 218.093 490.993 215.084 Q490.993 211.426 493.585 209.436 Q496.178 207.445 500.947 207.445 Q503.308 207.445 505.391 207.792 Q507.474 208.139 509.234 208.834 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M548.77 221.056 Q548.77 216.357 546.826 213.695 Q544.905 211.01 541.525 211.01 Q538.145 211.01 536.201 213.695 Q534.28 216.357 534.28 221.056 Q534.28 225.755 536.201 228.44 Q538.145 231.102 541.525 231.102 Q544.905 231.102 546.826 228.44 Q548.77 225.755 548.77 221.056 M534.28 212.005 Q535.622 209.69 537.659 208.579 Q539.719 207.445 542.567 207.445 Q547.289 207.445 550.229 211.195 Q553.192 214.945 553.192 221.056 Q553.192 227.167 550.229 230.917 Q547.289 234.667 542.567 234.667 Q539.719 234.667 537.659 233.556 Q535.622 232.422 534.28 230.107 L534.28 233.996 L529.997 233.996 L529.997 197.977 L534.28 197.977 L534.28 212.005 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M579.835 219.968 L579.835 222.051 L560.252 222.051 Q560.53 226.449 562.891 228.764 Q565.275 231.056 569.511 231.056 Q571.965 231.056 574.256 230.454 Q576.571 229.852 578.84 228.649 L578.84 232.676 Q576.548 233.648 574.141 234.158 Q571.733 234.667 569.256 234.667 Q563.053 234.667 559.418 231.056 Q555.807 227.445 555.807 221.287 Q555.807 214.922 559.233 211.195 Q562.682 207.445 568.516 207.445 Q573.747 207.445 576.779 210.825 Q579.835 214.181 579.835 219.968 M575.576 218.718 Q575.529 215.223 573.608 213.139 Q571.71 211.056 568.562 211.056 Q564.997 211.056 562.844 213.07 Q560.715 215.084 560.391 218.741 L575.576 218.718 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M584.303 197.977 L588.562 197.977 L588.562 233.996 L584.303 233.996 L584.303 197.977 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M603.076 211.056 Q599.65 211.056 597.659 213.741 Q595.668 216.403 595.668 221.056 Q595.668 225.709 597.636 228.394 Q599.627 231.056 603.076 231.056 Q606.478 231.056 608.469 228.371 Q610.46 225.686 610.46 221.056 Q610.46 216.45 608.469 213.764 Q606.478 211.056 603.076 211.056 M603.076 207.445 Q608.631 207.445 611.802 211.056 Q614.974 214.667 614.974 221.056 Q614.974 227.422 611.802 231.056 Q608.631 234.667 603.076 234.667 Q597.497 234.667 594.326 231.056 Q591.178 227.422 591.178 221.056 Q591.178 214.667 594.326 211.056 Q597.497 207.445 603.076 207.445 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M616.964 208.07 L621.224 208.07 L626.548 228.301 L631.849 208.07 L636.872 208.07 L642.196 228.301 L647.497 208.07 L651.756 208.07 L644.974 233.996 L639.95 233.996 L634.372 212.746 L628.77 233.996 L623.747 233.996 L616.964 208.07 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M675.506 200.709 L675.506 208.07 L684.279 208.07 L684.279 211.38 L675.506 211.38 L675.506 225.454 Q675.506 228.625 676.362 229.528 Q677.242 230.431 679.904 230.431 L684.279 230.431 L684.279 233.996 L679.904 233.996 Q674.973 233.996 673.098 232.167 Q671.223 230.315 671.223 225.454 L671.223 211.38 L668.098 211.38 L668.098 208.07 L671.223 208.07 L671.223 200.709 L675.506 200.709 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M710.297 218.348 L710.297 233.996 L706.038 233.996 L706.038 218.487 Q706.038 214.806 704.603 212.977 Q703.168 211.149 700.297 211.149 Q696.848 211.149 694.858 213.348 Q692.867 215.547 692.867 219.343 L692.867 233.996 L688.584 233.996 L688.584 197.977 L692.867 197.977 L692.867 212.098 Q694.395 209.76 696.455 208.602 Q698.538 207.445 701.246 207.445 Q705.714 207.445 708.006 210.223 Q710.297 212.977 710.297 218.348 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M714.765 208.07 L719.024 208.07 L719.024 233.996 L714.765 233.996 L714.765 208.07 M714.765 197.977 L719.024 197.977 L719.024 203.371 L714.765 203.371 L714.765 197.977 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M740.019 208.834 L740.019 212.862 Q738.214 211.936 736.269 211.473 Q734.325 211.01 732.242 211.01 Q729.07 211.01 727.473 211.982 Q725.899 212.954 725.899 214.899 Q725.899 216.38 727.033 217.237 Q728.168 218.07 731.593 218.834 L733.052 219.158 Q737.589 220.13 739.487 221.912 Q741.408 223.672 741.408 226.843 Q741.408 230.454 738.538 232.561 Q735.691 234.667 730.691 234.667 Q728.607 234.667 726.339 234.25 Q724.093 233.857 721.593 233.047 L721.593 228.649 Q723.955 229.875 726.246 230.5 Q728.538 231.102 730.783 231.102 Q733.792 231.102 735.413 230.084 Q737.033 229.042 737.033 227.167 Q737.033 225.431 735.853 224.505 Q734.695 223.579 730.737 222.723 L729.255 222.375 Q725.297 221.542 723.538 219.829 Q721.779 218.093 721.779 215.084 Q721.779 211.426 724.371 209.436 Q726.964 207.445 731.732 207.445 Q734.093 207.445 736.177 207.792 Q738.26 208.139 740.019 208.834 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M779.602 209.065 L779.602 213.047 Q777.797 212.051 775.968 211.565 Q774.163 211.056 772.311 211.056 Q768.167 211.056 765.876 213.695 Q763.584 216.311 763.584 221.056 Q763.584 225.801 765.876 228.44 Q768.167 231.056 772.311 231.056 Q774.163 231.056 775.968 230.57 Q777.797 230.061 779.602 229.065 L779.602 233 Q777.82 233.834 775.899 234.25 Q774.001 234.667 771.848 234.667 Q765.991 234.667 762.542 230.986 Q759.093 227.306 759.093 221.056 Q759.093 214.713 762.565 211.079 Q766.061 207.445 772.126 207.445 Q774.093 207.445 775.968 207.862 Q777.843 208.255 779.602 209.065 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M783.63 223.764 L783.63 208.07 L787.889 208.07 L787.889 223.602 Q787.889 227.283 789.325 229.135 Q790.76 230.963 793.63 230.963 Q797.079 230.963 799.07 228.764 Q801.084 226.565 801.084 222.769 L801.084 208.07 L805.343 208.07 L805.343 233.996 L801.084 233.996 L801.084 230.014 Q799.533 232.375 797.473 233.533 Q795.436 234.667 792.727 234.667 Q788.26 234.667 785.945 231.889 Q783.63 229.111 783.63 223.764 M794.348 207.445 L794.348 207.445 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M824.834 212.051 Q824.116 211.635 823.26 211.45 Q822.426 211.241 821.408 211.241 Q817.797 211.241 815.852 213.602 Q813.931 215.94 813.931 220.338 L813.931 233.996 L809.649 233.996 L809.649 208.07 L813.931 208.07 L813.931 212.098 Q815.274 209.737 817.426 208.602 Q819.579 207.445 822.658 207.445 Q823.098 207.445 823.63 207.514 Q824.162 207.561 824.811 207.676 L824.834 212.051 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M826.246 208.07 L830.76 208.07 L838.861 229.829 L846.963 208.07 L851.477 208.07 L841.755 233.996 L835.968 233.996 L826.246 208.07 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M878.12 219.968 L878.12 222.051 L858.537 222.051 Q858.815 226.449 861.176 228.764 Q863.56 231.056 867.796 231.056 Q870.25 231.056 872.542 230.454 Q874.857 229.852 877.125 228.649 L877.125 232.676 Q874.833 233.648 872.426 234.158 Q870.019 234.667 867.542 234.667 Q861.338 234.667 857.704 231.056 Q854.093 227.445 854.093 221.287 Q854.093 214.922 857.519 211.195 Q860.968 207.445 866.801 207.445 Q872.032 207.445 875.065 210.825 Q878.12 214.181 878.12 219.968 M873.861 218.718 Q873.815 215.223 871.894 213.139 Q869.995 211.056 866.847 211.056 Q863.283 211.056 861.13 213.07 Q859 215.084 858.676 218.741 L873.861 218.718 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip320)\" cx=\"366.626\" cy=\"277.196\" r=\"23\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.096\"/>\n",
       "<path clip-path=\"url(#clip320)\" d=\"M 0 0 M451.109 271.536 Q447.683 271.536 445.692 274.221 Q443.701 276.883 443.701 281.536 Q443.701 286.189 445.669 288.874 Q447.66 291.536 451.109 291.536 Q454.512 291.536 456.502 288.851 Q458.493 286.166 458.493 281.536 Q458.493 276.93 456.502 274.244 Q454.512 271.536 451.109 271.536 M451.109 267.925 Q456.664 267.925 459.836 271.536 Q463.007 275.147 463.007 281.536 Q463.007 287.902 459.836 291.536 Q456.664 295.147 451.109 295.147 Q445.53 295.147 442.359 291.536 Q439.211 287.902 439.211 281.536 Q439.211 275.147 442.359 271.536 Q445.53 267.925 451.109 267.925 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M471.595 290.587 L471.595 304.337 L467.312 304.337 L467.312 268.55 L471.595 268.55 L471.595 272.485 Q472.937 270.17 474.974 269.059 Q477.035 267.925 479.882 267.925 Q484.604 267.925 487.544 271.675 Q490.507 275.425 490.507 281.536 Q490.507 287.647 487.544 291.397 Q484.604 295.147 479.882 295.147 Q477.035 295.147 474.974 294.036 Q472.937 292.902 471.595 290.587 M486.085 281.536 Q486.085 276.837 484.141 274.175 Q482.22 271.49 478.84 271.49 Q475.461 271.49 473.516 274.175 Q471.595 276.837 471.595 281.536 Q471.595 286.235 473.516 288.92 Q475.461 291.582 478.84 291.582 Q482.22 291.582 484.141 288.92 Q486.085 286.235 486.085 281.536 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M499.187 261.189 L499.187 268.55 L507.96 268.55 L507.96 271.86 L499.187 271.86 L499.187 285.934 Q499.187 289.105 500.044 290.008 Q500.923 290.911 503.585 290.911 L507.96 290.911 L507.96 294.476 L503.585 294.476 Q498.655 294.476 496.78 292.647 Q494.905 290.795 494.905 285.934 L494.905 271.86 L491.78 271.86 L491.78 268.55 L494.905 268.55 L494.905 261.189 L499.187 261.189 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M512.428 268.55 L516.687 268.55 L516.687 294.476 L512.428 294.476 L512.428 268.55 M512.428 258.457 L516.687 258.457 L516.687 263.851 L512.428 263.851 L512.428 258.457 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M541.34 273.527 Q542.937 270.656 545.159 269.291 Q547.381 267.925 550.391 267.925 Q554.442 267.925 556.641 270.772 Q558.84 273.596 558.84 278.828 L558.84 294.476 L554.557 294.476 L554.557 278.967 Q554.557 275.24 553.238 273.434 Q551.918 271.629 549.21 271.629 Q545.9 271.629 543.979 273.828 Q542.057 276.027 542.057 279.823 L542.057 294.476 L537.775 294.476 L537.775 278.967 Q537.775 275.217 536.456 273.434 Q535.136 271.629 532.382 271.629 Q529.118 271.629 527.196 273.851 Q525.275 276.05 525.275 279.823 L525.275 294.476 L520.993 294.476 L520.993 268.55 L525.275 268.55 L525.275 272.578 Q526.733 270.193 528.77 269.059 Q530.807 267.925 533.608 267.925 Q536.432 267.925 538.4 269.36 Q540.391 270.795 541.34 273.527 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M562.867 284.244 L562.867 268.55 L567.127 268.55 L567.127 284.082 Q567.127 287.763 568.562 289.615 Q569.997 291.443 572.867 291.443 Q576.316 291.443 578.307 289.244 Q580.321 287.045 580.321 283.249 L580.321 268.55 L584.58 268.55 L584.58 294.476 L580.321 294.476 L580.321 290.494 Q578.77 292.855 576.71 294.013 Q574.673 295.147 571.965 295.147 Q567.497 295.147 565.182 292.369 Q562.867 289.591 562.867 284.244 M573.585 267.925 L573.585 267.925 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M609.233 273.527 Q610.83 270.656 613.052 269.291 Q615.275 267.925 618.284 267.925 Q622.335 267.925 624.534 270.772 Q626.733 273.596 626.733 278.828 L626.733 294.476 L622.45 294.476 L622.45 278.967 Q622.45 275.24 621.131 273.434 Q619.812 271.629 617.103 271.629 Q613.793 271.629 611.872 273.828 Q609.951 276.027 609.951 279.823 L609.951 294.476 L605.668 294.476 L605.668 278.967 Q605.668 275.217 604.349 273.434 Q603.029 271.629 600.275 271.629 Q597.011 271.629 595.09 273.851 Q593.168 276.05 593.168 279.823 L593.168 294.476 L588.886 294.476 L588.886 268.55 L593.168 268.55 L593.168 272.578 Q594.627 270.193 596.664 269.059 Q598.701 267.925 601.502 267.925 Q604.326 267.925 606.293 269.36 Q608.284 270.795 609.233 273.527 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1301.7 803.626 L1301.7 807.653 Q1299.9 806.727 1297.95 806.265 Q1296.01 805.802 1293.92 805.802 Q1290.75 805.802 1289.16 806.774 Q1287.58 807.746 1287.58 809.69 Q1287.58 811.172 1288.72 812.028 Q1289.85 812.862 1293.28 813.626 L1294.73 813.95 Q1299.27 814.922 1301.17 816.704 Q1303.09 818.464 1303.09 821.635 Q1303.09 825.246 1300.22 827.352 Q1297.37 829.459 1292.37 829.459 Q1290.29 829.459 1288.02 829.042 Q1285.78 828.649 1283.28 827.838 L1283.28 823.44 Q1285.64 824.667 1287.93 825.292 Q1290.22 825.894 1292.47 825.894 Q1295.48 825.894 1297.1 824.876 Q1298.72 823.834 1298.72 821.959 Q1298.72 820.223 1297.54 819.297 Q1296.38 818.371 1292.42 817.514 L1290.94 817.167 Q1286.98 816.334 1285.22 814.621 Q1283.46 812.885 1283.46 809.876 Q1283.46 806.218 1286.05 804.227 Q1288.65 802.237 1293.42 802.237 Q1295.78 802.237 1297.86 802.584 Q1299.94 802.931 1301.7 803.626 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1317.61 805.848 Q1314.18 805.848 1312.19 808.533 Q1310.2 811.195 1310.2 815.848 Q1310.2 820.501 1312.17 823.186 Q1314.16 825.848 1317.61 825.848 Q1321.01 825.848 1323 823.163 Q1324.99 820.477 1324.99 815.848 Q1324.99 811.241 1323 808.556 Q1321.01 805.848 1317.61 805.848 M1317.61 802.237 Q1323.16 802.237 1326.33 805.848 Q1329.5 809.459 1329.5 815.848 Q1329.5 822.213 1326.33 825.848 Q1323.16 829.459 1317.61 829.459 Q1312.03 829.459 1308.86 825.848 Q1305.71 822.213 1305.71 815.848 Q1305.71 809.459 1308.86 805.848 Q1312.03 802.237 1317.61 802.237 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1354.16 807.839 Q1355.75 804.968 1357.98 803.602 Q1360.2 802.237 1363.21 802.237 Q1367.26 802.237 1369.46 805.084 Q1371.66 807.908 1371.66 813.139 L1371.66 828.788 L1367.37 828.788 L1367.37 813.278 Q1367.37 809.552 1366.05 807.746 Q1364.73 805.94 1362.03 805.94 Q1358.72 805.94 1356.79 808.139 Q1354.87 810.339 1354.87 814.135 L1354.87 828.788 L1350.59 828.788 L1350.59 813.278 Q1350.59 809.528 1349.27 807.746 Q1347.95 805.94 1345.2 805.94 Q1341.93 805.94 1340.01 808.163 Q1338.09 810.362 1338.09 814.135 L1338.09 828.788 L1333.81 828.788 L1333.81 802.862 L1338.09 802.862 L1338.09 806.889 Q1339.55 804.505 1341.59 803.371 Q1343.62 802.237 1346.42 802.237 Q1349.25 802.237 1351.22 803.672 Q1353.21 805.107 1354.16 807.839 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1398.3 814.76 L1398.3 816.843 L1378.72 816.843 Q1378.99 821.241 1381.35 823.556 Q1383.74 825.848 1387.98 825.848 Q1390.43 825.848 1392.72 825.246 Q1395.04 824.644 1397.3 823.44 L1397.3 827.468 Q1395.01 828.44 1392.6 828.95 Q1390.2 829.459 1387.72 829.459 Q1381.52 829.459 1377.88 825.848 Q1374.27 822.237 1374.27 816.079 Q1374.27 809.714 1377.7 805.987 Q1381.15 802.237 1386.98 802.237 Q1392.21 802.237 1395.24 805.616 Q1398.3 808.973 1398.3 814.76 M1394.04 813.51 Q1393.99 810.014 1392.07 807.931 Q1390.17 805.848 1387.03 805.848 Q1383.46 805.848 1381.31 807.862 Q1379.18 809.876 1378.85 813.533 L1394.04 813.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1400.29 802.862 L1404.55 802.862 L1409.87 823.093 L1415.17 802.862 L1420.2 802.862 L1425.52 823.093 L1430.82 802.862 L1435.08 802.862 L1428.3 828.788 L1423.28 828.788 L1417.7 807.538 L1412.1 828.788 L1407.07 828.788 L1400.29 802.862 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1461.1 813.139 L1461.1 828.788 L1456.84 828.788 L1456.84 813.278 Q1456.84 809.598 1455.41 807.769 Q1453.97 805.94 1451.1 805.94 Q1447.65 805.94 1445.66 808.139 Q1443.67 810.339 1443.67 814.135 L1443.67 828.788 L1439.39 828.788 L1439.39 792.769 L1443.67 792.769 L1443.67 806.889 Q1445.2 804.552 1447.26 803.394 Q1449.34 802.237 1452.05 802.237 Q1456.52 802.237 1458.81 805.015 Q1461.1 807.769 1461.1 813.139 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1487.74 814.76 L1487.74 816.843 L1468.16 816.843 Q1468.44 821.241 1470.8 823.556 Q1473.18 825.848 1477.42 825.848 Q1479.87 825.848 1482.16 825.246 Q1484.48 824.644 1486.75 823.44 L1486.75 827.468 Q1484.46 828.44 1482.05 828.95 Q1479.64 829.459 1477.16 829.459 Q1470.96 829.459 1467.33 825.848 Q1463.72 822.237 1463.72 816.079 Q1463.72 809.714 1467.14 805.987 Q1470.59 802.237 1476.42 802.237 Q1481.66 802.237 1484.69 805.616 Q1487.74 808.973 1487.74 814.76 M1483.48 813.51 Q1483.44 810.014 1481.52 807.931 Q1479.62 805.848 1476.47 805.848 Q1472.91 805.848 1470.75 807.862 Q1468.62 809.876 1468.3 813.533 L1483.48 813.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1507.23 806.843 Q1506.52 806.427 1505.66 806.241 Q1504.83 806.033 1503.81 806.033 Q1500.2 806.033 1498.25 808.394 Q1496.33 810.732 1496.33 815.13 L1496.33 828.788 L1492.05 828.788 L1492.05 802.862 L1496.33 802.862 L1496.33 806.889 Q1497.67 804.528 1499.83 803.394 Q1501.98 802.237 1505.06 802.237 Q1505.5 802.237 1506.03 802.306 Q1506.56 802.352 1507.21 802.468 L1507.23 806.843 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1532.84 814.76 L1532.84 816.843 L1513.25 816.843 Q1513.53 821.241 1515.89 823.556 Q1518.28 825.848 1522.51 825.848 Q1524.97 825.848 1527.26 825.246 Q1529.57 824.644 1531.84 823.44 L1531.84 827.468 Q1529.55 828.44 1527.14 828.95 Q1524.73 829.459 1522.26 829.459 Q1516.05 829.459 1512.42 825.848 Q1508.81 822.237 1508.81 816.079 Q1508.81 809.714 1512.23 805.987 Q1515.68 802.237 1521.52 802.237 Q1526.75 802.237 1529.78 805.616 Q1532.84 808.973 1532.84 814.76 M1528.58 813.51 Q1528.53 810.014 1526.61 807.931 Q1524.71 805.848 1521.56 805.848 Q1518 805.848 1515.84 807.862 Q1513.72 809.876 1513.39 813.533 L1528.58 813.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1573.92 813.139 L1573.92 828.788 L1569.66 828.788 L1569.66 813.278 Q1569.66 809.598 1568.23 807.769 Q1566.79 805.94 1563.92 805.94 Q1560.47 805.94 1558.48 808.139 Q1556.49 810.339 1556.49 814.135 L1556.49 828.788 L1552.21 828.788 L1552.21 792.769 L1556.49 792.769 L1556.49 806.889 Q1558.02 804.552 1560.08 803.394 Q1562.16 802.237 1564.87 802.237 Q1569.34 802.237 1571.63 805.015 Q1573.92 807.769 1573.92 813.139 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1600.57 814.76 L1600.57 816.843 L1580.98 816.843 Q1581.26 821.241 1583.62 823.556 Q1586.01 825.848 1590.24 825.848 Q1592.7 825.848 1594.99 825.246 Q1597.3 824.644 1599.57 823.44 L1599.57 827.468 Q1597.28 828.44 1594.87 828.95 Q1592.46 829.459 1589.99 829.459 Q1583.78 829.459 1580.15 825.848 Q1576.54 822.237 1576.54 816.079 Q1576.54 809.714 1579.96 805.987 Q1583.41 802.237 1589.25 802.237 Q1594.48 802.237 1597.51 805.616 Q1600.57 808.973 1600.57 814.76 M1596.31 813.51 Q1596.26 810.014 1594.34 807.931 Q1592.44 805.848 1589.29 805.848 Q1585.73 805.848 1583.58 807.862 Q1581.45 809.876 1581.12 813.533 L1596.31 813.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1620.06 806.843 Q1619.34 806.427 1618.48 806.241 Q1617.65 806.033 1616.63 806.033 Q1613.02 806.033 1611.08 808.394 Q1609.15 810.732 1609.15 815.13 L1609.15 828.788 L1604.87 828.788 L1604.87 802.862 L1609.15 802.862 L1609.15 806.889 Q1610.5 804.528 1612.65 803.394 Q1614.8 802.237 1617.88 802.237 Q1618.32 802.237 1618.85 802.306 Q1619.39 802.352 1620.03 802.468 L1620.06 806.843 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip320)\" d=\"M 0 0 M1645.66 814.76 L1645.66 816.843 L1626.08 816.843 Q1626.35 821.241 1628.71 823.556 Q1631.1 825.848 1635.33 825.848 Q1637.79 825.848 1640.08 825.246 Q1642.4 824.644 1644.66 823.44 L1644.66 827.468 Q1642.37 828.44 1639.96 828.95 Q1637.56 829.459 1635.08 829.459 Q1628.88 829.459 1625.24 825.848 Q1621.63 822.237 1621.63 816.079 Q1621.63 809.714 1625.06 805.987 Q1628.51 802.237 1634.34 802.237 Q1639.57 802.237 1642.6 805.616 Q1645.66 808.973 1645.66 814.76 M1641.4 813.51 Q1641.35 810.014 1639.43 807.931 Q1637.53 805.848 1634.39 805.848 Q1630.82 805.848 1628.67 807.862 Q1626.54 809.876 1626.21 813.533 L1641.4 813.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /></svg>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "yRestriction = -(x.-4).^2               #y should be less than this\n",
    "\n",
    "p1 = contour( x,y,loss2d',\n",
    "              legend = false,\n",
    "              levels = 21,\n",
    "              title = \"Contour plot of loss function\",\n",
    "              xlabel = \"x\",\n",
    "              ylabel = \"y\",\n",
    "              xlims = (1,5),\n",
    "              ylims = (-1,0),\n",
    "              annotation = (4.0,-0.7,text(\"somewhere here\",8)) )\n",
    "plot!(x,yRestriction,linecolor=:red,linewidth=3,label=\"y is below this curve\",legend=:topleft)\n",
    "scatter!([3.1],[-0.79],markercolor=:red,label=\"optimum\")\n",
    "display(p1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "minimum at:\n",
      "     3.112\n",
      "    -0.789\n",
      "\n"
     ]
    }
   ],
   "source": [
    "function IneqConstrfun(p,grad)     #inequality restriction, <=\n",
    "    (x,y) = (p[1],p[2])\n",
    "    r  = y + (x-4)^2\n",
    "  return r\n",
    "end\n",
    "\n",
    "opt = Opt(:LN_COBYLA, 2)\n",
    "inequality_constraint!(opt,(p,g) -> IneqConstrfun(p,g))\n",
    "min_objective!(opt,(p,g)->lossfun(p,g,0))\n",
    "xtol_rel!(opt,1e-8)\n",
    "\n",
    "(minf,minx,ret) = optimize(opt,[4.0, -0.1])\n",
    "println(\"minimum at:\")\n",
    "printmat(minx)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "@webio": {
   "lastCommId": null,
   "lastKernelId": null
  },
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "Julia 1.6.0",
   "language": "julia",
   "name": "julia-1.6"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "1.6.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}