matplotlib animations as HTML5 video

mpl_animation_examples.ipynb

{
 "metadata": {
  "name": ""
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "%run 'mpl_animation_html.ipynb'\n",
      "\n",
      "import numpy as np\n",
      "import matplotlib\n",
      "import matplotlib.pyplot as plt\n",
      "import matplotlib.animation as animation"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 9
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "# First set up the figure, the axis, and the plot element we want to animate\n",
      "fig = plt.figure()\n",
      "ax = plt.axes(xlim=(0, 2), ylim=(-2, 2))\n",
      "line, = ax.plot([], [], lw=2)\n",
      "\n",
      "# initialization function: plot the background of each frame\n",
      "def init():\n",
      "    line.set_data([], [])\n",
      "    return line,\n",
      "\n",
      "# animation function.  This is called sequentially\n",
      "def animate(i):\n",
      "    x = np.linspace(0, 2, 1000)\n",
      "    y = np.sin(2 * np.pi * (x - 0.01 * i))\n",
      "    line.set_data(x, y)\n",
      "    return line,\n",
      "\n",
      "# call the animator.  blit=True means only re-draw the parts that have changed.\n",
      "animation.FuncAnimation(fig, animate, init_func=init,\n",
      "                               frames=100, interval=20, blit=True)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<video controls autoplay>\n",
        " <source src=\"data:video/mp4;base64,AAAAHGZ0eXBNNFYgAAACAGlzb21pc28yYXZjMQAAAAhmcmVlAACoE21kYXQAAAKgBgX//5zcRem9\n",
        "5tlIt5Ys2CDZI+7veDI2NCAtIGNvcmUgMTI1IC0gSC4yNjQvTVBFRy00IEFWQyBjb2RlYyAtIENv\n",
        "cHlsZWZ0IDIwMDMtMjAxMiAtIGh0dHA6Ly93d3cudmlkZW9sYW4ub3JnL3gyNjQuaHRtbCAtIG9w\n",
        "dGlvbnM6IGNhYmFjPTEgcmVmPTMgZGVibG9jaz0xOjA6MCBhbmFseXNlPTB4MzoweDExMyBtZT1o\n",
        "ZXggc3VibWU9NyBwc3k9MSBwc3lfcmQ9MS4wMDowLjAwIG1peGVkX3JlZj0xIG1lX3JhbmdlPTE2\n",
        "IGNocm9tYV9tZT0xIHRyZWxsaXM9MSA4eDhkY3Q9MSBjcW09MCBkZWFkem9uZT0yMSwxMSBmYXN0\n",
        "X3Bza2lwPTEgY2hyb21hX3FwX29mZnNldD0tMiB0aHJlYWRzPTYgbG9va2FoZWFkX3RocmVhZHM9\n",
        "MSBzbGljZWRfdGhyZWFkcz0wIG5yPTAgZGVjaW1hdGU9MSBpbnRlcmxhY2VkPTAgYmx1cmF5X2Nv\n",
        "bXBhdD0wIGNvbnN0cmFpbmVkX2ludHJhPTAgYmZyYW1lcz0zIGJfcHlyYW1pZD0yIGJfYWRhcHQ9\n",
        "MSBiX2JpYXM9MCBkaXJlY3Q9MSB3ZWlnaHRiPTEgb3Blbl9nb3A9MCB3ZWlnaHRwPTIga2V5aW50\n",
        "PTI1MCBrZXlpbnRfbWluPTIwIHNjZW5lY3V0PTQwIGludHJhX3JlZnJlc2g9MCByY19sb29rYWhl\n",
        "YWQ9NDAgcmM9Y3JmIG1idHJlZT0xIGNyZj0yMy4wIHFjb21wPTAuNjAgcXBtaW49MCBxcG1heD02\n",
        "OSBxcHN0ZXA9NCBpcF9yYXRpbz0xLjQwIGFxPTE6MS4wMACAAAATe2WIhABX/RMAAp6+BTaLKeym\n",
        "sMGgpkBkxhyprmAAAAMABosFgjAuxYPBl5PmFJJvMsxc09uSL/ZjgB33a95oW3+QIqrpjSvC2UNH\n",
        "8BAkzf0f7gzFnyggwMok3j/xay8fjDzanarSQpeHZnCL+MFnfCnQ78wau4tSFb55v7UFUeTg5sxq\n",
        "rO9weSsK86QejqipvPwflraFOXqFqoGxPac9Q+DRjeujHTMxRTnuFQ/a8g69/n6nICjU3UY5DWQM\n",
        "3oLYwOATh17DHCX+V7PeGu17r4niK7G2eAAhUwFh3HhRARfRPbnXBLhsRiDtZowmD6H4xBkIKWzN\n",
        "7ro5qK/YyS+kdpVbSYHHn95kG52p5+d6JHmBNjmDzzmRsMdMidePx8q+SyO/ojcQ4QNJdfsKkYw2\n",
        "tggb1dIokZZue+FgTlQ20q1VuMRpbZc/d+maQZ9BJcqyZhSy8ViOUeS01ruUFQa8CRjgylboAlS2\n",
        "SYXX8zm62Bdx+yZshOTinllj70KWJsVbJqE7XZNB5ancAALeSfaKXxfVRJAcgRGIBi6z5xI2JdAm\n",
        "3lDZs8hGUMJpq4RcSlsnl1KZJOYCCIkE6zbELU+7DJxCtG2yIf/qDMu2tY3RDUEzuyHFV76U/Jp3\n",
        "tZKq5o6tOHFfm+OakbY7zGDoToBH3ypivuvqlaOb2L+mFeCydgfiHxH4nxmZo3FWTEdrbb14C3l5\n",
        "/SwHbdKCBbw1r3yEgSPhe2a2ZFv6WF3p5LE56VBuAnWfpZjeImUqVIicdQizYNWotJ5nCC27y0ff\n",
        "pt1YSe9ssKvmUAf6yFdFzNfzHcD1Tmv9mm8uceTHn+VNnfiRg30EIhkd69bCrqU1tk6AO0y6Lsdp\n",
        "F3eXgOfp3efFqXdS2epJH7mjOc8kL0kMbfEKtqIEiZgdWx6PVKoaUjSYSvE8yAV0QU0Zpo3t6doH\n",
        "vFmx7GdFTFpYAKOIBy2gdUlhDNHOy8XSdJ0mIF88GKf2l2/uBf1hYxgaiQnMMRbxqWpcuHm9xQXf\n",
        "oe1zmfuQAgOiUjN1cnbYKwbfE35IZkEW0P+46o8tDeWXlZSB0+AeAiwxeJJwVg0h8HQXo8A51Myu\n",
        "ieMnpVwsvS2UQJwp9yuGoOrxbVRcQDfXMAQ6If3la7bFmevm+CB6nnRPWGr7UTugAC3mdZ04YTOb\n",
        "5mcMH0ZuH3FLdKTMDsdzi6NiaG79/aIGptFxDSI8eHoJqZWeVrIyYnGgpVdxCpcyP0G7TaPvgeM1\n",
        "g+ISd9TUIQzqLhmqFeKAOEWOjOXHuYFT48aekBLVXY5a1/pclBbpgLx0s0tcTryiGlbsU3DfKVYd\n",
        "L7li03spRvV4uP5RMmrMK+aPF3FuHWJeT6wz5VE+cHkL8tAQ902yDXkMEDwcF070U2OSukEUBtYy\n",
        "YvxkJR6ny7Kkogk6eP1NYvQ6t72qDk2alO2evDcr0aYwoGbZtd2BaKPUNvMN4zMCsLhMzesKnZIw\n",
        "jdbNrHdufhBbn3phYfwK8YqoZkOIJOIVeJpHDv/SgZcveGcLgppKGt73lE/CsB+Np6Sy5sYR/jJ5\n",
        "XHN1LO1Qg0TdG46hhYZ6qnyjpt3e4/HNA7NhcoNiKyJx5/KUPzFsivBGoGjKyNDZm2FDpQ3eRhwi\n",
        "T27ORPeZYkmWY4R1P0Vm4SeL7IIddD2nYejsy8RhU+AnwR6uFOgIBaBt8CJ+4MooBLl6+hUvZ+4u\n",
        "J6RMRAXU7CFZURdeZgbnJMvfezi+usRi5dNd8RV9UnXw/oSi+tY0chFM/XX15cdJFl74/7eNtWFN\n",
        "G59mmq5hIsIwa/V81QVJKK4uvaINQCaM2bCbJpmUhRFZyqwE500+cV668dAA7odmSjmdSFXfwARr\n",
        "h4XMgMEDwhCl9z2jnBbeasFwq5mwF74lKMSj8w+2CZXprDI+9zQrgahbziA1mbEVB658xRLRhiJI\n",
        "vxwWWayfNCocgcGGthAIfu87F7fuQVO8E7erj2u7ewWQ/83MV1frRFuTTsBBX8W6iafMH2m81vRg\n",
        "CWcQ3fyVy/Cmn9BduxZI3sR/LQMCv3izQNTL/UYvUuFMBa+oXw0WZ1QAdbZtVLXSVumSrGu1okCr\n",
        "l7qD1PHMyYd01EpOF9gKUz5ygHTrc7ToPbZfvBFvN7B+6zDYerdOFD5zwVvNUICS6a+szd/We1ZA\n",
        "42mGHOpfaXdON612vsh2MDm7Ok0a7+BI2GZAxCuvp7OI+DVV7XSxCvZinPHXoJIv/i8icUc8gYhL\n",
        "UpmOpDQHivFMFrhCuMDhgevmTtiPjb1IfrT2zbVqbIny4n8vFzcjMLtwW7/lcbHz9neAUDeNmdHn\n",
        "Jg6wYevvTdU4yxF8A+gU/aZE9AWnVY11VehvOLu0URsOc2FvJdkXBlAqB4yQWFN+fXqxPc0n5/83\n",
        "Vqsrj1fFxZRcdXfaufir6vBAgsplcF5RB7YeT76tqxkDdc3FIi15xueo+FcA4Q17lR3HPmFlUDnx\n",
        "/0hCMVUkFobvrpsDpy76byDJecWOgcnJYR+VYmInStS3jTkdHRu4zFhn0gXQhxASThTJfn+n1PZ7\n",
        "J6vfZ/3mngqbGI5iDwPiTUrVmv+GfckOCDN/R/qHX3Y9/A99v7AY7F8tIl1HodM5jI9Vf2iNgrXB\n",
        "f9+552yj+lSGOSkpv1Ur9+Ld1forU2nQujLYGzOStBQ8gbncFvwJgLS1ZLutZrGy0pF6jDq30hnC\n",
        "vNYKQrPVSAFx7ETIpCsTsJFMoTG7dDHzesJvHbZ3ZM9N8tpKPJsF6qiSc9z+fg6accwClU789Q9d\n",
        "VCHDcLFq4Vw2ORTK6ZWlAV2c7Y0C0l5iL2JtHiaOA3ILIaMXWI7I1zGiG8lAV0T10u0uqlN/Vw1l\n",
        "nSh73RcbjlAeK3gVq2Txrac8VQ4IaXLJP0sXcf9nU4Oy6sMoWiogC2vj7AJI8BnXZwTkupcWRokb\n",
        "q6p4h+qW1ilLFCqDjYqnPSM/eW0YYfELhKwaOOHz7uk2QBKLaB5VRBpT61ryfw2WsFRtIewHe5vl\n",
        "he8ENxyLvQNj8OomDKthgPrFDmoBf0QgnDAqnYNMVbWenxSA8w+VC/Zd8tMf3W2DqzxeA7m72+9I\n",
        "kPfSFwvRJo6HKGa5kRP1j6gYtq2j4Xe5pFAG6I/ETCVBblsTLbbVJYPYO3PDCGBnt+j9nY4mv6RB\n",
        "1PbJGuIau4zljrYXGgpYo6IjI2R4h3xarCxXlP2Seatjkvkp46lllhIv7c1iTy3fYVwF8Jvc+sQZ\n",
        "p7Ss8urTIqeIfP9sf7hOuEBXyZbCGS/7O8cUgqPZD/8bgVv35v4M86FRon/X/maoENXPTGqdfd+/\n",
        "+8kXv/N1EwdJvSj9UOP8hQhpZMfqtHgNcxvcXOPGsxeOvd0ymvv7GNYdpMlplnoyvN5tBH4FbBjE\n",
        "pQEq5rpiXHqQQj3qKpXxaMIQluzcgVttJfucZCOjPBbWt4uwxiMzrNT0GSyUnkYt16UViwXqolAu\n",
        "A2gDXOS+xPFkLWYkzgcIbbVbBBli4t1X4noSNNwuGZx6gPBJq9jEqbfSIxZEq01/f8yzrYWQqXiD\n",
        "UiGqE8yk5YxCVIWwwaaEP8IoGZU1MV4cZanH6+9TDU/z75FnTt0mkpZmacuDOzegFdQw92CdCDMF\n",
        "Y1o8qkfq9NiVw/PH7tXHfLv/Ag7pjtrpWtIZWW8zisbNe2H0C1Gu7o0YWSu5dET+eyxYEwK7Pajg\n",
        "fSjmo22a11K4RYKhZ7+CVqI8pGiAEYhWq3R1oXMqJ3GgcbFCRXgwLmo7hm3CfD2rdRgyFBKBEKp5\n",
        "w48D1WqkGCwdtlUG2zEh96sV35X8vnSPTCw5VqvX5hJ/xfsmnFE3ogoYwhCi73q0fq1hj+Dw+laT\n",
        "+Sw5X9fFZNN9UhnXAESHYKcgEqZ3KwGJ6AbZVTJjgftkGUHw7dQHwk0RuHDiDKcxNfFx62g7mBY2\n",
        "yns4jfLWY+lCRI/kOWzwUlJKoOdmq4aDWKXyLBEBBc3U0fgkRwsL+O8rEJhaQdHMqNECyffPJv0p\n",
        "FyI+OV73wEC0WEdAPn6ySJUbMR4S9HMr4MFl4bRJ5L3rGO68Xm9DePls4WGgU2Lh6bZQtS2n/f44\n",
        "lmiiHXKd+kQzNMUiIU9kiWQCBgNsl08Qz+u4wuTRXiZYQ9fZjFbrjN++UxRQ1QAjTId2VfY9YmMM\n",
        "n7C6OymIjdnv/JDoa/0JwQAVhkyCWyrMzVV8xFX0268vSNkRNhFO4p0Sj+chx0nCTDRH5g7nj9yP\n",
        "PdCHrJx4lAIOaJm1DGzzPRJpy2CYtLBlOSTEp5In0yzA936PwilYbP/Mr6C8Wzb/4ZLEGPAj4FJQ\n",
        "oCY/Qsdr5u1DiEElY5LVsOsZ8/1B2yUTHe8gi7btnvsvugHq2zhRvERmYgjpET6q43Xi429g63I0\n",
        "cks73MEAe3642niXnGrMb12SRmDDskFPMQbDFAseE2fksXToDtNPZbP7v55Mmrhi4uw3/sXBesl4\n",
        "gjrIxCxzFK2sOBNHSRJc3729e6NysYo4KG8KObvSuPEMd1RpQ+BuVsM0jvwlHWKRXJcB0rwlNG2S\n",
        "/EIBb0jRfAK2TRGaWWc5biYIA002smu79C56AY/z2MTplAvTCObF3rKAtNaUHneyD3gJsDP8pJG4\n",
        "yNBwoiL8yaeZONn+mXsVg+uZ2IWvGF1XNhRH9AmwpYPkawCMVavlBng+KIKPv1XTJ25zrZKyXzqB\n",
        "sEN6nJ3exB29wQfujXwVs/bRkfoyDi1t3AR/JFQo9BVYxGDMbKDLkCTtoGwm2VF2ZA/jc1AgIKBk\n",
        "hTgHdvnDk0+e0KJMZhhgJ8ep9jfJHYvilQY9scOeiQVgby2ko3TCUVK4O5l09GdeIS2s9ANU1mxG\n",
        "h7EmXbNjSeTqmAJYyPlFkN2D4+d2+ul0Z9VEeUY/TlN9VD/bFyBaaqLfDr8jL/u3aK4TMp7ATmlR\n",
        "8FpEuP//feOcTk9/zPmTwcXQ07zHojvcdtQqtudG+L8eKohAfO1Ot8CPj1W1qGes+uXW9Ne3qutW\n",
        "7PrHRdDWuVGQwi5pjviIYlp5Zr1JYxYYNdbtkf+cx5MdDtr5hpvfmOYI6k+dzcxcLZTsDvYDxzEc\n",
        "O9rjlb7jWD7588eIwWCiRA2yEMNJ1wGeve/qEGPTh56Ttkm+srGhsUQQTmS1HCronwGvhsyQUyEO\n",
        "PMbvI6+RmnDSW5Ay7LXHLpb11KgvOV9TmXlkPo2ILrYotFyr9lvS+4sKwbCyuqO5i+cz3iaAHyQm\n",
        "tllq5ZVNXROPogHfoII3bhZcPQIT9eCSAHtDUb1+WFeprEfBKfOBEwpGjDM3xE56V6+vLBXw+DZO\n",
        "EhDACEiTO02LdCs7MKvtraF/cVq3r6fBuzjmhPaqN9sVRtaDrrrYYxOw5i9dTiEG/XGHIQpkULEn\n",
        "OoviYkX9chQuWSHFmFEeujzCqQEa5vzPQyPVVUORC0ukUizUd11mZmBLEgOEzRwFlce1PpuIZNqE\n",
        "1xuVKjkKQ6lWqByKcrbDJ9RiczKXUKDjB6eLw69O62lw2CHBe+KbriHBRt4rorvpquRK9c6BOlKD\n",
        "KdHvGCZArKNjFOHWStvrIO9Kycb+fKB9zklFxBEgB9Dks6CAfoPI3dScDeewNuZPQPQAFwMjJ0xr\n",
        "NQ35+3zndKEdrttlxWAUrwdsvYdiKYKTqhS8PPRS2bXuNvR4LW1G8NBM1wAh4cE+VC1k/U7+pQJg\n",
        "evAOIYytx3cJ8qblLJlM1uj+E/giXLMNna7gNCxel2n2B6S2e+g0RY6SK3sDgvMnUuX1v/PP0MJu\n",
        "Hsk0kdrckPTdaOZvh1aQj5rh9h7Nkf32lFgTxiYc3QarTGNhs33R9TMOWvBO2QfYGCj+R443K4dq\n",
        "zGTql0cNSZdOcsuw9wN7Or51GbOR1vx2YgeSarrw1M/bMyozIcbSF0qrtQDLSB8ebDI1ZR5e1xr5\n",
        "YMNa3NSBOYUEiR1aARr2+bCqGecjirhO0hEwR8m4pV+cdWkLkxBKES7+8d7aVzQJRzaiFIhef1Q8\n",
        "KFc05mXrxIlCy4RRCqaJrB7BMuzQ4CoqT8ZEA9HxlFGYa2YEzolMz5uNZy8PPg47sWlvXe31uJsu\n",
        "EVNr//+rf/+k9Z//9e60SDxYnoTbojRj1MVVMQUJUiQls9xcxWCKXnPc7+8fpNwjmPeXstcAH5x9\n",
        "XyaZAmcociMQDHEvgPs/NIHF9cy4crHtmJu8Lt2ht++K915zxkoWoJwJU+ZOXqMgSbnOhHArMp0k\n",
        "Yb0rFSPa8+A70BaVCP3gDvh/PPj2krX1VlxZUfyXAEhtcVhoehF33xusJhZpkW2Khu8kXyUyU3JP\n",
        "9WRM6n9F5D9xxLSZAW0tJlj4xY91z1/MQtWJbB4pXcwGy5or/DiF+4m1nzkz1N2zafLY3IlgnJxe\n",
        "zwXiWDcqYwte60LC055RKQRuReR8rBiut2bgCFgdGF22RJyEOm45ICXWyo190m1eFVILfk/cBvD0\n",
        "PZ1oixxG14M1xiLgD/1cDpJ1pr4dytMsZSj5EqbJYoWEoD7e+XQ9ncN5DdjGqfG7r/6zKX9S+78D\n",
        "1fIiIvzFNJWMniINEm58RYn9T9r2iiPVeITlNgAPop2clHQfFwgTmtsfn7jree6OKtVdBneV8HCj\n",
        "PP4+XG1iMGJ1dYItlTewfMHW63IfiTkb/OhoOqS46+gGIoW6bC/jCRQkeXX1Mr8oikBnK19ErBIk\n",
        "uZu7F/UgOioAAWUAAAOXQZojbEV/AEINNMgh/PQcvxszmCPjgMFrBMwOt1r4Iv8ENVs7lmXfXOn6\n",
        "yyg5D/64y+2ns15u6+2OAOgaY2vTU4u3H0uYHpYnSpOWdqVTI+Z6ypiEd5AVkvRG20JWbj5y25dB\n",
        "SnghysbmbUsPv2A1I5O+lTxee/YUeepvNPuei9PrI/+l2lqi6LDW3a8MuPYF62/Prk88XepgAC6f\n",
        "C0/MJ4elbYHKYtRl4PcEq7ILpvkXrGOcWahJMg9YSDi0BeRRrFNIZF9lRYl8QwBfKAMIEffV/++z\n",
        "eukZmapO+2yDi6+uXdpjQH1iOFcN9RP6+j7iyNWs/xTXmC4xzVFL0iutqswyoHVyAAAjMZi0XQci\n",
        "6CdPAc7uyX+zPg6Q3cQN6xRE5Je52pDpLaldwMCcgFYpuJaTMeznKM68JVCGvRNv497XP0jPwwS3\n",
        "Zpb7eEabyPB4K1/AtvnwZoGYWwlmRH2FaykogepHbAjehXaXJuInDu9KV2sI2RybCOuTdRZRnjcf\n",
        "2PI4PiknYPf62V7ZPbUON3jlVwrF5Y0hvHVxMfv+yEUxxZ63Uckblt18rBmHcGrdl+ddCXrrhfli\n",
        "w5xnKVa96fk+73Ax15QDsDOVof1PnDWPN50G9uOwWs3LDGFY5PAX3R/dhQkQuqJUXRXwL3I02rpP\n",
        "s3PE+pbXU2g+KfoO+vTSP0cRucWFQPfitemKT2Er9aMdrXAajOe2BwAGuh7GsyZGtBiICVTUctq8\n",
        "hovBjzcyx1g/IuRGlX7F5VurIp9FseAYrlioIJwWbzmYCmJWMA6T1izwnXU21yIFUYy0n//gMlE+\n",
        "t5uQDJvZOQ2GwxG3AEjxAMfenSO3HB1MgkEZ0C4kIM43Oi2eMHYlkk/WMJHCZ0SjzCg5zV3StWVS\n",
        "V9TmiF+dXfwN4nDeg//XmC6UlE3eD69NXwcouhRIzlNoBTjNiU8WDApGeAPbZBTU1v9Pdm6SkQhl\n",
        "2dhz2rRICMZ9Bx316Fjxb4t7JlbVM655CPpPiIGnkXWFZCunk7y8ya9o4qOc0FNu7WwY89GzwVDI\n",
        "yGsRIk8o/U+5g1YwpyPprQ8fW602cgXC1JsLvHyTUtnu3nL5RCfCrTygANA+1oGCS0k2r83jivBJ\n",
        "fN0VUSaQnQ29LqpzXi5aMXzZSlYTKW7w8VGbSYstBMiLUmttmHA9DyuOnlC0g4geoZ5j3fH2a5AW\n",
        "eBDeFPhFuhi8LnClF0H71mUD9/AVRAAAANJBnkJ4iv8SCETNtQPH4dPwi5yl12KhbaYSybLlxD0A\n",
        "MNW8uhhLIE77fLGlB7aZdYpEuDuy+vCqHYvgdOzo/EEUZW7G0P8d1lWRvcfx87x+ho32FnIS1JrJ\n",
        "Bh9Jy+HD+ukP/kFwXT34hubW7tS63Qca2PK+0+51at5j3jxeL5rEfNaDFZD+bLibO2lLcRvg+UAr\n",
        "jbGl7jryroN+8e9WzaRcRQ2m9Ez+8OjmvRIsuFdBHoMN/AXhZ3/1+O3BlER4cfJCpxDAdFmoYDG9\n",
        "C+Ksq0YqdkEAAAEbAZ5hdEV/ElAAaIALhniu//9JCxthDcO6QHIZncvg2V17iQxTg8l4kq/L8aD3\n",
        "XqUcrAuJPdzzRv24IMWV7yu4nwY+5DNQdcwTgvO+UiVhEMFFYe7Na0sAWx/693o5xBq+WA0xaGqR\n",
        "39qnCT24+z9RqsL1o+OrSLVqKEXFDXVMKwgBFcu0lhRnEhU4osDbMLk+G01jWZTOMacwO9sjNfqw\n",
        "SP5r/xd7PFdwgtf3l1/AlS69AzW3YK0+CuQQA/OvKVYL9s4cEX7MLfPOOpBt2PY3vu8m5OKmuI1h\n",
        "4sj6nHfAKyVTjSn0PUywwGHbEHB7nY1ZNKbHfQaDVuO5BV0sY/ANAwX3ZwWZ9ll36hPhFk9vOAAQ\n",
        "nMAsKJGsuF9iQAAAAZdBmmZJqEFomUwIrwBAbHf8dn5nHfeAFuPvdp5cUP4vOIL5NVYFIdqdF0PT\n",
        "tNFMCp5VOQrt/JgQpu5ElXr78v3LL6jkUKsVOMeSmmEXBZLRPpJHDO/7aMqOm3d29vV60J5NQebG\n",
        "+COaY3Ka4l86Oc8842sIjixaNNqQePn9XWHXrt25WC48VUWh+Qx84vG9y3k9WEmE/REcHKY4Zgmw\n",
        "3MazW2Xit+6h/4cRHPhzyjT6q6LT3bUOitHt8LXUkZTtivJyfMqVB1NjssJR5nyozM6hGgvGq9f4\n",
        "YnVY2a24Nk+Rkz0EbSfYMvv53zAsmjR0WjKg6Zds3SkFxlwTrWZzT99xMdvEOaUCb0N+qE1hBuGF\n",
        "NfeXrRtZxqwKAgPaCRXsgiaTkMiUO34KTONhz5spU9/d/5yQH/grbshbrJSfV5BdbNcS3YhF5uXn\n",
        "/x0AUSzoC4zE+otE0OYMgmiuulZaUIpheQb/wOx7Qnsz+FEI52OOdg5gKkZMFFR9big2BMGp8p9Y\n",
        "Bg43CwS+DGfeKvFLC6WyBCWo6LI6XQAAASFBnoVCK/8M+mXe7xkW8t001gehvFVBYfYpomCWtKsw\n",
        "WmFkkmBoOKbOfg3T0CtQ5b/gNqYmXcxVtIfSVU0bMvLH4kdYbWJLARxwRpeF1qxZAhE4B90VYXwU\n",
        "+03W+vUUlUxYghCr8tzxOGKqxMLJufGOWtIYW3xdxguX34nK94u+ARRjBlBHzp211uBtsjxTq3jm\n",
        "4s3iXP9f5lT2jUXfKTz6ak+7ATme/CU2+8UNZuAo1EAOQHStlBKmK4ixJV77AYcyrjS3789/Nry6\n",
        "Fg3+2VbKm5ZaRqW5qqdHia8a2mExvMSYf54prhoH9BjvmfOgibE0tIN7xghpO/aph5eLx+TGtsyl\n",
        "8hdFJF3PXIOM+wgELy9Z+yHCeN8ce49TjQ1G3F0RAAAAxgGepGkRXxHQBRYjJDq2+VctDCMaStKV\n",
        "EgB8UZaz6oI9zkDqWpghZU/tdsCapihC/OXzKSVGL4dyBVHrR0BpvbK34HAIWag/wmzurUiEs1tR\n",
        "6dNG0TLJvE5yZ79kZ0OmuQFVtZbiQKleZTMnrvNryUJSLk+UqVB/eSB0YGg7du1If2TVsp8xidXx\n",
        "HDc5KdTax7khqPp3NeiaqWS7rVq258K1TgyfJSexJaojs3zZl+NGv8JlsCWSjjA9d5HEpsPeuMWi\n",
        "c3KsoQAAAedBmqlJqEFsmUwIrwAJYAqz2zIigMm56DE7y5vo8ky+AMYtPEfpywIhZp7WuQQC24gt\n",
        "ixo2vySCnZtMVjSgzK4K2tjfG1UzytqR6/hy4xKfmL71kJU+kbSH4cm0oUFpbLkg8ii0jnGDxoUZ\n",
        "S0TuidcDhrV2aUmyPpIdx/3igwxeLqd3bQ9I/eNr4Zr8KL8cHiUVnvw2wJfbpPBUtBDJSt5g/mNc\n",
        "H/HMjIYpK6q3B6VlFpbjIEHLi2jlaEW+iL61cZ7BHXKG8/FtZZybgNka9P2+EIdJFEqwnxtCKlzo\n",
        "ANL9SZFhRG20EPj4DxxUQ/zxs63d8aEF9Qh7s/6EEJwq7csMfu/2TasmnTuibD2JFYyCiASYoTN0\n",
        "84zc+YQA3b3Qw2N7f45rbINqjrf/tdehu1SnxVnVwtntzS0eqgfdcsmcdpaaLUA8VPk3xCnw7uph\n",
        "H/1gPbt4DJE0ZjE8RPCE0Wbg5Yu2R3ZGDG/DLvHZi/o6CmSlpdlXs/znVFl3RPc0zPDJje3sHXpk\n",
        "avSpXv/hGd+Z+R59MfkuEgcDqRvIyPVYe/8Ht+pBjIDCSCN1vhQ7eEViEIUltcT4qCqBSLfzPts5\n",
        "1hevHA0MH/aAmgz5JWbn8BIAFSnEsEhLAYUG3ae9grXlwkBCWJslAAABKkGeyEIr/wz6Zdfdu5+l\n",
        "0QFxEVbR1FSQSfE4bUbE/6By1/San/cGpys4L+3ruWUpTvA99KqijPcJed7XNOpecRe4X7MsKeb8\n",
        "jEJ1PAsxHyDbMu0g7TtFGoHoZmwQFM+PTZ4PBsladE36ycasB6nQckQF3qKSWxnX7b39DLddtRBz\n",
        "0FBmKrdAv1AmDDlreCGVf/RWBUfBKG/HXw1fm/HfmtyKEnmuI0aern5IJCvCh3LJT7rYrK2FpheO\n",
        "rj9l0Mols+//rFdneYAdzwAH7t1Mgf4TjCmDaomuJC/fpXGiAKDZtKu2tgTvV/UEY3oJvxwRcAYF\n",
        "uejRc8j8ooI2u2EQK9vCVMTReJ0tzArbwWIETNiiuQtT6qFxut6rLKj9+hXn+vCTQIX2AbRTA74A\n",
        "AADbAZ7naRFfDNOLGvZNP03Xxv3urf7gDtvYAwHKFETPvNUqgIdUP9qczzdxUszxt6oDbfaewjx2\n",
        "9kJgZbfTM3yldDLuhaGO4ERtp8BuEeBWTBlVbdXtcm97v3fbRfElB/QMyfw6ONlcIu4kgLecTeVe\n",
        "v2O4a5KdhlP6Ck7SBcgwVE9aLaP5hxaDBVqgJBb+FQIPHlofcQRQwZhMoFijeh+nA9IfStwE7eM7\n",
        "FpBEHgDFT6j27ap19velsdhxLqFAinfzSNbeihvzqH1KTL+IuGn3KK362NolsQcpsQEVAAACHUGa\n",
        "7EmoQWyZTAivAAl23lgAF2F5CckS6QVYqhNv3d9//66LukaZ/K8bj+xuTmWG+L/7/AUGbz45wJYa\n",
        "LN8NREQAq9ZMTQCWfAx773pD2Eh9PDP2cY2z/7ClM2DkI0TsysFJxtHMNdgKQwxUSg5+KLAsQQdz\n",
        "koYCYaa2W2xyZBSkDH0GiQATAsILRAkmQNRyLxxWOau6qLmOaEOltTFK8ORO6609QQADcN1M5pVP\n",
        "waVnS3q3T0Xhrzt45TK9cr96knVFx4vpwln6ZEaSrog40pPYmvoYRk9J3hcuF/PEqzNTmFwbjQSL\n",
        "JYPxVBHu6Kxs35Ug/qcigcuuehXhm4WSNZ8XZhu/CZxVVxBz9q08qdks8/GzZP3VLBpgDoDzmE/A\n",
        "oTyAV6k/AJOGwK8zfgSgmpr7PTLNtujHSh0Ci16st2jULMu9qDR7RfLVd6UEYvSBySM9WKQtPctb\n",
        "zIKhj86sSpBYtNwZE+LRDP64obrXRHuJot2KHbs57HUhHI9ixx5BRo4M40ocHIUsgR32/hvvK0dI\n",
        "PFD6gfir8yTf8rL05Ez5xBqClKUiWQ49PjcCBPHG5vI17kt9GwyPUcp6ZszXzwEYnXZJWj692IRq\n",
        "cxzq4j4CdmzvYbS/VcPj3s8hE/NKlPiPInNSmUQDpJEDGWfQZtH8idXOhiyJjYCMPuyus+/sNPkz\n",
        "cZLIVXvoagE9/pM264559ALBmc3FmCgzp50AAAFAQZ8LQiv/DPpl13HZ3ExbSjgUs16c2P53DF/t\n",
        "bysF47YN7vLhQBmjk5ajDmkDOrZlkLhvUv3NKtCKimxQ7DKXAR0ynJ36421ZQBMB3m9uImnqBdwY\n",
        "0JPZV8E9aeaeHtYkHTxnNoNZobIBRW8MryyNI/esnalQdRB8pNxZH63F/Wy/OLd3DyRg68SbpHIR\n",
        "kphaL31pe/Ap4ADLlVdnpLWFLBBD6ADZNoa+e462QktmZoPYS1mrcrzU2VJN2vCmr6NVxPCIwjDY\n",
        "yn9wjOxK8Y98hoYhdhjGUJmLwG5WkrE810RtTAQiayCCn9mC4UsJLoWUesOhct6EePjcNmxM4xvS\n",
        "ZvPeVO23XG0zO7uGMtQemScGbnvnx7AUIR5xV/23J1aP0TE+61z5oJg6olEVUh/Psg/qTKKKYKlZ\n",
        "PzYq8Qj3vogAAADxAZ8qaRFfDNOKkHofd61zMJLyIWiDPcqJABsFY/w54x5TTcsJ5XhX3QvRcEDT\n",
        "oVpldLjIOHCNebgDAZ9kN31EbSrQC77ZeyVT5AzuI4c/8Z4ubcbFKL7iinxBkhXL6vVvcVt23fUB\n",
        "W6EpZzLzmY2SbrEueWfWvC/dr1B3SgGRcCHf5BxjZ/xao9aMvSau58A3P88qsSJmQ5zjIGQyr701\n",
        "XxfIVHJpreL44HxrgwGoUUPH1IVO+Y8sSayiBVJrdoYQdIiUD7yXAUCne/mI09CvMS7hDZhEoGBg\n",
        "tGbR7B4NoaC8dBvRymjv3Gg/CjR1oMIKyAAAAdBBmy9JqEFsmUwIrwAJIAqz+1KZAgPFw8MVuMH+\n",
        "06bUzVX/+bvlHCyrObrZq4F2X5zA51DrAVmx+yyEyF8/81CZhCeyZaPingF1QUjDEB9u2vlxHWt+\n",
        "kl5VIWx4dPftPY42uB0YM1oP1Sn7a/5jfPGdbfKMY1gcWDcP2xQOyEhVvi0idr22/vjTXoGRkegh\n",
        "PKKW+t16H1ICkZL5/hKSnIUIawH9nz4NTgdvE8Y8/8Tx4CIeEAAK7Ak9Lg7HVJehc13MJSLqHfiG\n",
        "S5Iyz8QwABUxI9Vlg0xO3rAfd5H5uIqvGLr2bCgYgapkpb0Eh8Qtp7hP3jo6OalnNgQ79gG8MSFt\n",
        "5utQkxXcfhy78ou+GB6oxvK0qM/YhxZM8nmUkFlVLWmghKz3oHffVwaeoLAuSX8HVC+bsAttB0HL\n",
        "wA2KtFw6P5vTF1RMWV8nm7tzwT6SOm56qmpcsxpKsvHcPPQhLEIiwyMMelpRS4XVdTJUq+PAtVB3\n",
        "Fx+cGgaeInRxsRfzAS0gTxPEH6OnLv2wP7pBFkkGSLYuEmL0zBK417py/gkALCehX2k9+rse4QSp\n",
        "3rLXxn9XieQ/4VWitecilqesRRkWi7GZfg6Mv6Gi1/zUnZebEQAAANZBn05CK/8M+mOgH3OjDde/\n",
        "f9oSml3dFSs6QGaMeXFW78tKMDzDZct1JHzvOKuiAbvA409KLJnVLkAvErCXn0oDvJpoVrJX3tb1\n",
        "NBdlbSGomZ7lWPJJDp01OQKAebMecdSsOpgW2WveYJJt6b5h+pppsGIFSWyWV55XXGzJ9AzwPuQ+\n",
        "Sqam/HNXl0zj5dcBXhBoVeff0bOCqALjPpg1e0guWvZuhe9+QO80a3JcRaaWq/RDT4A7X6ih1Mxc\n",
        "BHs77U2PF1A2PGCCqGBYkUBfNaCOIuBjJNSpAAAA7QGfbWkRXwzTixmIzQdRa3LmbqyhJYwAHfWY\n",
        "ZO5EGDS6pHFtTG+1OagtSa8PXOHIwV0mBgsSWJAygt6jYO0PH1190YFsQZpmIDBLBz5+TXM795A7\n",
        "CgHpuAODapHAz+yepbaFFsTGKLEX0Kvu6Gu2zN/FpWfC3lBTJetBNKIMWyeSITLfdLblfQWTnoRj\n",
        "b86RQDNOKgIz94YJyACGoRdIi42aj9to6pMCRRhSSXGcxZZS/ohRF7gY6/3yDhKI6upR2+kwjmTr\n",
        "4fo8ipp8HyplR5wtimlLkzUWjLfyAz2asck+i+MyIg8Dn33LyJtLyQAAAppBm3NJqEFsmUwIrwAJ\n",
        "Ecj/uvFCmBQNlQGiLJUDV9PwZWhuhwdhTgMJsyQZ649OP0F5e4udVb26oztH3USmflA6pqTwqvYL\n",
        "2rS7RoAVNx8pIhGFS62nUnGQfQPNqUN+7ZTrgjDrnjVFXGi9t1x6YgC0BtcFCCHi+vo8ATGqcA0N\n",
        "VE1wwJOLcjaYHV9cJ3yQjblxV5//8XAXL+txeMpK0XtCo1xj/NZo2u6Zo3J6svR0NWTgiuzB5meU\n",
        "C+NZCSPdSwy87Bg8RYX0uqO2hr2kUSUlhYT6/wID4DK9drxZ+lJwxWGTd4KKiiihP8EJVRb+wlAC\n",
        "vltqgicMbQtPhBoMQhoJ+7ykmIUPz/pa9Z41uvkfPYIuH1Xv1WmX09fNiK5xyFOt2jw0HDozvgnb\n",
        "jMcXk+XDU1Xms8TAw6lOrV058+v8s+H46Z3+uDjcrfzhMsltSWmJpYxDQZq5oEOaFlBH6VZ2PPMY\n",
        "xIxWgPX+QSBJUJYrJHs52QXK7MqTUtP2VAyXPPZMJmqZy0k3o2NCPLilXZtA1F4LaPLZB8zVvjNR\n",
        "qvjvOCe8BJuvSUR3XAQisy05z/+O0n9TGR/qIEr/wI8PJEVSh+U5uqIIGylNclwTNCkcnrjaYTT/\n",
        "NUkjdVp/LQm8k4cVaH9HVawVRtNDxZSF8DX2dc9/fs/2VmKVvCfLG1XGMX9/JDO0QVceEUGkPOuf\n",
        "+OH9rOCDmoTTolPfE2KDm6DjP5irD1d4tyhTYMRqQjm4JiJK9NLrjiYv3WV+uxZPInPjzZ0CSdL4\n",
        "aAA6cJYA8tQYpzRLcxnhpkGaMyiJmP01/7bGU4BWmRQvjkMgmcHa4KjeZkhL6jBQy/lXqexSsJoM\n",
        "iU+r8eJtG/dv9hY/NAx7+QGXu+ohhrJvBVAAAAFyQZ+RRREsVwz6Zdr7uoSXkpKxX3zv5+QnHVhx\n",
        "VfeGC3EosLQhvJYDtm9WSlzzjyv5TBBKq25KvgHOapDh9DI1iagc/YTNkMO95X4vXfAT9YqqS8M9\n",
        "0K+qu9CH6uhImU8jNB/IwTWh80ejB/EMNAGmf/lZXk2v5pup8BNe4Q3IN5XI7qSSknOltPq4Fvr+\n",
        "bXh3JOGLUoopEI63elID4AuuO4Fi+EbvTAwHs5aWhRbZ0uI8zt6K+KUx0fNGCisPZW15PZNJAsBO\n",
        "9Jv45f0WvGkA1it0IDjFgkGspfAXN6SGc5ugAo1KKWcBTw3MRt+4aJojswIuc/aDjVNh2MW/M2Ns\n",
        "K7MX/qcml1a3ZQ767ICuZjyYwJyyvf6cmOWVS+swfyAKpbbkOEHf4XP/JiidndCNNaWeICAcVH4P\n",
        "6UlffrzWFgdh81M4GBiYtlrSAC1540wayqiwyBFye8Vr4YigpHpXE9q4AwxafgzvSVYSg19vkUiB\n",
        "cQAAARQBn7B0RX8M04qAYpAG/FjVc48EndBLu9UFwss0lupur9fXSNfuD6PfKZvXloU4YK7N/Oz7\n",
        "D5fRvkiTYBMhG0JE7FpmQKHD5MXZjoPwd7VTt/TBVMTabOY7/cOAxSV6b/1t5en/C0Zs/4fYzsDR\n",
        "0NIp3nDJLg3to+OgQahsBB6jRurY5y5CqQl+bgVGEj3IO8cAc9uGaJbAFa0RS1MemdpxXzhLQHFK\n",
        "Q/Q/lYywQTBRDp1/pFRFMKAGgMdxODVJf3I4CgsXhbM1LXEzVEIFhl+GJL6Wk336EYVvZX2+0kUB\n",
        "k16zggW1lw7QVHSM8+TeiRUnLX/xBh/J4xmH2H3RDJ7L3J7axY1Jep1+xqjyjr/CsX3XhIUAAAED\n",
        "AZ+yakV/DO2dJgYj4jz1DiOsJvzDzH3I36Q9F1o4BzFyja4UO0l52efEDwuYFFIGXA61eOTyHVDo\n",
        "ij4Y2Y9E0s/nwWo1hHteaJGChpWgQHP3pus5cbzmHJGjmDQJNREOWiZSxvQ9kRb4WdE0N0vMmQO0\n",
        "kUBhV16ryTVCTNot8SeVHsxHzlwN/yBnbJH9tU3SfwCC7xcZVWCGjrr/RxpZg+aUPlcUSjiatfHy\n",
        "GWo7QdGjAtp776EJnp3BEUPrL2kIbQMwquJJY4mmFzr2wC73hWu3VoT87Hk5czHKH7xmkb2gU6xt\n",
        "fl07repe0QjXIr0ldUQZgdhy/8O6nWyEEHYK89IDDgAAArxBm7dJqEFsmUwIrwAJNpqlkbJZ1pVq\n",
        "GFJN4UyA48okP+tUtoYoo7yONt5Tfams7owxCMuuDbcqX/y7WJYAfLRn/xCXA+FTdm7//R+Y92jf\n",
        "QaBvoYXN3NBCbI3+hKFCBAP3jCa0a9J7IThwSEMDax5tXjlLQazJUj6lKBV+tOTdpAJ+Fcg0DANy\n",
        "nbD4uFCc8la7U3i5oJv8nyEPX0WepVAwnecuMaWolm7pA+xsVl7C0EChi8wH/klCkztSY0C5lywF\n",
        "RuQzKzg35PDi/HzA4gaLLoSFmjTZAhbW+dM8uuY3340Alyqssw6Vvmc6477+bdWdSuxTk+5ZYpli\n",
        "WOvbUlh57rqwLCyUMHzszy8WA5WVEwE5X6Ep26UWClTtM8Bkve3y8iDrSb9DUbnJzVluiu1VuSiD\n",
        "/d+F+kAOAyWN9iudsIeDiYdIY9Fsbtr6KYT3RnI7n+0ie1wwo/UKyRhZjru/RYWy3cD9MUNaBEUP\n",
        "TAAjuCiI1ilCpF5xxZQqCNLtkpfN5fvPvTGpTnLG3mkvp7/xGcr3XOiOq8WytqaaGSrh3DG4GbAq\n",
        "l+r8TJ+TUaKAJvteLc31x3NJVZLB8YCsLJuiQmVjY4L1XQTVbIq5d2s84Sds4FRH4G4gxkqVAtkV\n",
        "PPdl+YwEi7iG7GljjDSKxhinerCnkYS8JI5AUieoelgfMAa+IlrFnCWUJ8JQ1WfpcVSXf4p7EuFf\n",
        "MjaufcixfQAp/siAO8hsbmpL9us1wylrQhv/6Op2MUMI5s4R9wDZPwl0ABngN5xgBMWA08dqYgmH\n",
        "tnxMjEg33+2t+L82m9k2/g3Evx7/R3nORGK0pctxbyo2ScIeMOi9o47Ud0UjKpnPJ9QyB+cD8UPQ\n",
        "NuHsxL5oxLzlSZSAQ8n0d/qODN5JXSxmqOIJSsPzME2UTJLcPTOxO+lzAmsDv9To06xdAAABR0Gf\n",
        "1UUVLFcM+mW6FUYLt0I1ABgcIaYsp94RhYwcPxyp1/6OwwiL2/sPRgtyjjn6W3w3f8pN71ECpsxa\n",
        "iqptRF/ahDLQNhnKZ7ZZvwkxdKT8ubXsAbhNIZeK9nb9Xk0ZqdqWEzkYeOnSVMrTY2Wzw2Wf41u+\n",
        "OPUD0dp1oUgtD2xPmcCP4G6g3wxmpOlmh8DCWxJ5VLL89e2YDSLLZxnrqq2zb9IYgjDpLDBpnIWv\n",
        "6sIU7HZ6t3j+QDZhpMED+/kHMoLwezreaUDH8J67NZ6JVYXsOa1u/pVNyiiLKCKcJIELdlfWLqqS\n",
        "EyLFUUjCgBOp16U3ABe/gqqVxO4jPcbf4ujgQH2Lf91v4sjbbEHN/NdQZ0rmx6XTp9X0sRG6y4ZY\n",
        "+WUdDmj0pEt403/CR4oXaGceUxMlhOSzz3WGBW6DxRlIKoDHniDegQAAARoBn/R0RX8M04qAEIua\n",
        "4jMsT9JppoCzfi70GpRzQKHN7ZBtFFgSR7MclBDoybvRacjctdTYGUoSkeSWGXeQYMckqN0k1KYR\n",
        "3VeltHXVxE8ljE0vRwF4afnwuzUTRpx1wRPhpxnz29J8WnocQYMgRq442tNPCg0EGgQ5KIj7Zz/e\n",
        "7GCV4xjiMHhTmYwGFP+c4vRWccmM2owDklXspugNAgN6BETUrU2rc4bHmH5lsfCCjMgAtlAXhGh8\n",
        "17wv08hRWGbe01DIJYZApUZQ0jrrFYt0SjvCceMMI+7lQKIEpqvgBO31IEjtaCjIEV+kNqr+/V19\n",
        "fCi9CdVuovX4m1K5XY1YKrMCWfRyJ8uIYvpRvvUrAAzTf6c63m1kSsAAAAD2AZ/2akV/DO2chiXC\n",
        "k+FvLrCpp42PsU5Kbdvqv3arewaVw2He4hoPXGPiBCTaOf5Q4f39/RjH5Krnw2tlT6PNz4RiT3JJ\n",
        "DyYFAeUrDx7WFHLc9D2tLSsO3Fqwm+bd1GNlUnv9otzemlLqik8S4PiToljZiPhTUbO4mBdzTh6Q\n",
        "kFmlHsHSlyVPuik269PAVk4IO2rp2B0vjE1FyFmYN12ddGmspCpMI6DTAvvx0Ku55i3dzEbZj0OR\n",
        "2c+GQYTQ3B++oG7Pt2X+4gG2aj6bVosDeBLHOFaYXwIKfOkAAoreQzCHlouzJDQ2hjHGni2NszQh\n",
        "gUUQ1AQFAAADEkGb+0moQWyZTAivAA2N8M0M/73MrcfbO1Ol+ESD//3ktkrmOiQnA7AsGzISo3/X\n",
        "Iarjj656EI+xr7YRA3wmdO07ib8Ljw7OJZLQceinTwChY4n8Ovj3vPvdvY2aLyq8k3Bhbd3zlFHl\n",
        "rtuRoNpF/0lbC/1wiqTkRPm3dfOf///r1DW+ZVVTtsVioRGYHX7R0GFA/LpM+Gs25iFr/dsyQ6tl\n",
        "MZ198V9rA8uchHdPo2juifWjM6nNqyYoNWEA8caVXkUfKFsUmcA1+1EA4X17ioNphya/SVL1op1S\n",
        "dV0gBphGdGq10FwZP10/E448bHbBUcN9i9lmwsAd7LfFDxM4IWLSdZycLyJ0vs5ZJScRm0bfe5sm\n",
        "7iAh/k5w+62iZJ+0DZgdFKqfXpcFHXrLwkeAMj2pJiOsz/GEKoObLV4UGWxMLOHag1ZIROlkHYEq\n",
        "RBJKI++fyuRTEfmdqs10DErfA9IKYGJZ56VnQuK9ABg9ZRGz6xapp1Jt7J5mbXuXKD7s+b5aWLLG\n",
        "g/DRCE0LM/P8IaGBLqhvhRSFfW8OmZ6R0XdFTf7tp+p1lv96NOGHFd/qE06K7MCqDPUNqzHSxflL\n",
        "9q73B4+AUDJhbnNkvlmtD351XXXV/tsKpD70GEsI82/g2Ns912+W99ungEUkzwGzwkJIcgkfOVHS\n",
        "j2XLCFdwz2ZaQszZBlf4fqK7k73pBAbQ/6RQmuSY73LUrkaai7ZcSO7t8GPh3jRT/54bW+Y/aiVv\n",
        "pFSkJKg9oErTTd1k6huhNYwuWs01AIKEnhG9bpgTBKf07xGUHLD5M/FHUZAbzbieHSLJpbJBM9Js\n",
        "bR11omafRe/ymkdm9QAAmpikkx3inyx0eCkyif+PAbsUDyZpN65uc9HlKwEBoGMJmYQkJPVHCyF9\n",
        "F/I7tPYOC1+94gKr2cZZ+67gR6s1pvms8wrq57fFE+mGtWSByy9w2pNsfMTwxDZvMx1YS/AIo8OF\n",
        "XdteaReWeYBCw1Q2Uv7NfXPnrLIlPI8l27gV+4itxSTxdlpF1G5TMTHd1fXN6x1A9aoTS4bYwQAA\n",
        "AP9BnhlFFSxXDPplV+C7XXCxalUJFRJ4CBx3rTxAsJcLIQ520ZhgBxfTF5F9MfPf89N7+APJH/k0\n",
        "xaWUl3+EheO4Tra7lT61BLQfPJLb2nPO7YK4yg/XJ6nYPVFDyBkkmd3Wm+y2an9/o6H3CI7jaVF7\n",
        "J8+EhZVPcLmAiJV285C/2sDIe4chKcU6KU3FKVv3S/pMZ4fQbmvTN0NVD7hdr4O35mvKIkjX5im8\n",
        "dItHX1c5R+jiMQ/mtvDZo9EE9NKujQ+DDLI8NRGSmLWfSLTG2wgO+CFgW3OcMNAHQkrJv9KRXugh\n",
        "QNT4XKgpTQNlV6YUgZa2BTlFcpJvue8fhw3QD+gAAADcAZ44dEV/DNOIULVUzLo14pQlOKRSuQq+\n",
        "iZPSSTE33PxcV+TCprC4VyBjE+WfQucCx5mMEf+j2FQdf29iDrp2iTnn1ylXIb2/uuWiNQEnpSLU\n",
        "3GiIITfuw3RA6FTRmtC5+shB/ceLvP9Cnlrg8atqN2X1sAyvMc999av/stbfMv6XoHWLPl3faqYJ\n",
        "yo+xRGGcnK509WniLPedaA5rsmTlljP5uJL3Fs8k9qBfsPu946yspW/SUXu3hWAIYJ7NWToPutGu\n",
        "ARHJObWfk/b805xTG8KcNC0hfKdJ1pCugQAAAPEBnjpqRX8M7Zvqtadz0HdnWf1TilYZ5SiZQUcC\n",
        "5/1ZjsQym1dYvIKe6UvQMi8TI9Ca/r+pJoTrbFlCkr/lT3/zCMEFoDUV0AKw/G4qUK6k8089gDa5\n",
        "smz2gVlcXDJVkobthXN1mx2IJLQxkz7HrSRtYwZYKs5IMmBo9usI4kuUEYHxt2G0UkXOcV6l/YLg\n",
        "Zq2q3RtyvdglJHG+nS9Ts0o/Mbkh78qxC7WXMpacjSx530U/33+1GXGHUM15BbLCpdYJhQ+IL5wn\n",
        "WdgoDJGDbCaI/IqQxUlC8EXhPpwXUFGtAmNeMzfBlhVSl0Ir3MvPkhHQAAACYEGaP0moQWyZTAiv\n",
        "AAjgDHLCqACR9HRVrgk9zO2yUbGjnliWzCL68Kll8frW1XMfRCbi3+VbAfUNbR2V1Kn0CDEA5VOr\n",
        "EfexRyzdaqzRnJUw5esAgo94bTmWMRTSW3iFx/Sx5eYuOw7ZEl1DsvQ872Rf94i83Imt7+j0GBxp\n",
        "ZbUHVQZa60nPK9kaVIMx7iwRQkIRXzep5nc4X+gwZjOm398a3HEkupKMujNd7Z7Gz+lvgy2yIGzy\n",
        "wPta28LHwI2dIxAe5PTN6D/90OAdx9yEVjE73Vq8hh/7yGTlIZvgljfOmXz1BGd0ACwvte7Brv7Z\n",
        "UVdjG8/RsX8SOPfkjP2Qf0G5y7qr/sWIOVOunDxn0wkC2ry40y+GShllyhfBhCPLAfldE+NoB3se\n",
        "wIkHEoLw3LmjQ1wuJoPwoi3PlywwJfboYyNtJF4dg+TngAttbH7W4m7NCza9qyJqZPv/3+VZX0kY\n",
        "u9Y9v4jS///Iv6SZG4S6+Xn8onLDXRAtl9hb+yNkz0IkY2dsRK9rvTkQGfclMF8E5vLtxP1/+cnE\n",
        "xOX2Qn0wn5e8u4ro4yEVEJjX2uevYuA876ZjXhEWTbbBH52zxZEFNRDcss3FRM0Y9Jxtsksj4abc\n",
        "FzVDPDZhCC/yQz++zjk6FsYk2PQVBKM9Bxqs0xDvg+joqS2OfwtBOjbqgA/lSTe58E3pXp/EAcYJ\n",
        "27McTmm8j5wJtU5UHI/gBdwkc95z9Q5AByFyi6UArZXWat4PgCTEuWHqBre3jSejp4TfcquIFjMQ\n",
        "DLdjxgQmuTefpl6MbV/NUbPWDFqcl7Xd3G6BAAABHEGeXUUVLFcM+mN0bZHlwLUytprRXEVWOrkg\n",
        "7IqhhVxnYkotiXskGSmPGiTopwcTjsNnhryN6dUsl/clmdXFmZDix7a5mlINgklgwbZY3iJ30Z3T\n",
        "jHBYICm+GeGFfw4e6ZT0QnsQYdr/KqtPcnBJdPlysA4XKpwegU2SrITPbvfYkI4Q8MQAEj3e3Fjc\n",
        "kGbhoeSsIsCkLO5DKNbCcDvtL/xxIHwlYRT9jXkt/WaAvScD6VUkGkH1JRIxZ99aOGRxrLgWe+jl\n",
        "MQF0qzVuUCkJBCFzwHcQgSWnXXpsltWFKYDWKCyU8G+1Hf3UZ35xnLJnEtjzJNdMPwkaidmGm+t9\n",
        "Q6B49NCnyx4XNUP/0R3h0Mqdcq2eWkieBr1JNWkBAAABBQGefHRFfwzTfuRSQB4NH9wIcHug6NUF\n",
        "wsswKcFY+u+BB+4O1a7tR6HgbzSWKndBXnA+5eC2JThM9KxSNjGjDBZNaIGw9sz1mXABeAYpcf26\n",
        "tI0CRrCOk4AMvnkycN4D87pO96PR6N6HaLNWb9FYoxFT+OtqkUWxbFrEHA8Co342gFNitiBrFV86\n",
        "0bp0bdEIadSFmyxhVvTSxXpkmeZuanJdPMZ8aGNbsKNJOCIEkxBriT/1qldBzZHtU5S7CLa+tjPG\n",
        "g95POsXFmVcmOKREXooOAKGJhfogX8i5Ekur+2oQIW4HENQ/5XkHU/de5eHw1IEYI86l0a4stpbh\n",
        "nmNNeF3UYEFHwAAAAR8Bnn5qRX8M7ZaPrrqPao4ad6/bbQVu0QiZNNcHN3gVDrSKK0qH1il/QYLA\n",
        "Z6bag7F98obOzMahyyiYqfBwyXKvR6lwVZ6Aa5MCx1modTeVZOedz+AS+TQuD/C0ALVyQo3+SD54\n",
        "vFkx7KGDz0uXhj4A2s8Sg9fV88yWkpuHPEPZhNLbI/J5rHHZFIgwgOOGrc8L9Y7RM94nyL2LqDHI\n",
        "404ZbBbsWaNG9KLBMHlwS/LLORLGQ6fySnJmx1tCNn6vaEbbugJrk8a7BlgbZSEGoaMOctuREAjy\n",
        "n7ICWiGU4lf6oVVHNyZ3uHzbsHwBVmK82RMWe4bmzpz/hUiVboEzpwV5n9kFNQJ4HiO6zl+qcgIq\n",
        "Gbn3fKOYZs4pbVXR2HAb0AAAAo1BmmNJqEFsmUwIrwAItFsIsdeD1b1cF82gSbTb07rKBa2ntyHY\n",
        "MIGGTdQva8AYjn1eRUxLAlnxpuHLdOJHIKJswZWEnr8BjzzS6ZtuEH/zAqhaZ6tCX68gUsVq8kM5\n",
        "rgjEljtF2tTthCxFblea74PSMAhqS4RIFnojhFqcU0cJfovVCWj03tGkhltesmq2ADWTIrlTnMHI\n",
        "Dabo0xtDjrnJv6AIZquea2j7mvnHUUMWNuZp64xrPlUqTPA+u/9YT0z+4tViCnu2NcWcGM/qcPkz\n",
        "04rxYgGRlWJGHS0Ah3HyoKM7r8cuVCXw5lrMH6XIpd+i6GTHNWGtv89JJbOlqUD7/LXDCAOLZiRK\n",
        "k5LzB9eWLadIxwtn5zs2udLS5TOk1++yn1DjzWZn/nucPZszmmXPSaSsXCZ31jhUZUKihPTOt5MS\n",
        "+baWs/9TC2wQbxyEq50s1YMzoygfp9ojfxMQj4z/anfqy/vz1FRJkgERcwyTFaWRUM8ZaQe4CArf\n",
        "hjIvBycZPys0TFSbW4zsiVgzCW6IvL71b11PLgVFOKnYYiDAH06fFBw4Sti2xee547SodePwMGwK\n",
        "h2FQt+fLJUkkFtNtTTb7tJqJ1f75+RydXzIARGhsMPBELF76VtTA2bftSMAy+nEmMLU3FiqOsTHU\n",
        "x2jZotjHMjYE53ppAIvSUvOPNrN6EzSxlBOIjV83u4npAkLO3gv464ifPPCKECgVxnoxh6gYRSNe\n",
        "nWZUMjISxcP6RHSN6FFjdpqvS0cc6bhkI8RSZ43wf0BlTCS/XBSUEBe0IK/eLPOptCeqOFIopNtO\n",
        "DkddpNvpIW3254eYPWEHuMc3GXOuJ5kWBtXfOXw74XXm5Z8t2ByEC2mltpjJ+QAAAP9BnoFFFSxX\n",
        "DPpkz7DUqk5My1bNjTSsS89hbDrSyCz8up/4WEJbrTAoeDjDIAHEtnkFzC+tvATxIWoYjCNsiETT\n",
        "eNNejwleC24BU08Fl6oSjuba+8b/5/47IR/8hmpBAlvWWrCK8DVi2oY3U4HUZ5OR4tpoUjLs7m1G\n",
        "ptlqGt5eus9bAyo4jhiiDtzxT3Uow5PwBz/SSJanaQjIMzbeFQaZgRxtPw+qYGzdbFz0vkuQqDDh\n",
        "sTZF7J4+gBhKD6tL7mNGm0D5oz6+jOM/2MWFjMHJ4MkwMORkdJuiwhWGtERWdKkxL3pAjGkqDEV+\n",
        "W6oC55LObA1axSa4Sn+4QDUwApoAAADuAZ6gdEV/DNN+8CpbdXqYR91tHPCamWCM1QnzXzTpddLb\n",
        "yQCPdTs/OqWo3xPy+lPNCUQB/14oKqZ8GzLi6aLbi8rG6jSXJg54PPUWplw0FKiPsZbyMdbjTkjY\n",
        "Xl/9hjOYgesmhWMy4WcFEQ66KuzOVEcDf+U5bfjZCdX6lxp8eeTxrIwV3bbYCiDz/D4ik7ibKMRA\n",
        "N4QlF1HE0LGBC0NwXCHMdQ2nWrcW44PRNHxGW4xihddVB3YugAgQdAlTFd3MK1jd951Kg0uRdnnx\n",
        "em1QYzdicIKxrGP7MUa2PTKHrSAfnWErZQTsxR9TcoCogQAAAMoBnqJqRX8M7ZqrBM5Y5L9xST6Q\n",
        "QCIucUuERrpfaUiPGZPNtI8hKNsp98CEQts1QE99Cq/Qz5WUINWwPMPjeoZl/Se3mqFDGm03sSUV\n",
        "3fgpj5nwhDLRRNaznIFtJPPWo54KcQWsmpW1r2G2WU/MLNQWmNijvZV98/NL2vTNBr4f5bcuLcmB\n",
        "g5hl+mKbszUGpECmxDrUj/YuWLzHmS6xXHCnONWLQombzysk9LSxVNtrfvgqS+6Aj6Knf6v7t6Y/\n",
        "5zmDyzggrzf8zDLgAAACd0Gap0moQWyZTAivAAiR1vbIMUrwbz/7n5BWwKFimmonjdaH3EY9lpXC\n",
        "ddmBbqyc5oW0tEiJI//wM7rVeKFJ0onND5oH9OcH3vfr4IdMY0emZNAM4JpCHn2edLMp7FsE593D\n",
        "6MRtpb0N/k91QCbLJRkCYxXzgZILCl9zOjLbylgTAGvGbNDfRx16Xl8KXJZ6MT0AhbxUQgQF1S7L\n",
        "E/i3oUEyIkRpfHstH4FiZ+4vMqycZgDWZFK7PvKNoQy4SwZVnNFtbUIsPLAXpONikhnYmFEmd3lz\n",
        "c1OjIdtCAh9ybTAxyvOWAL8v4posBBkc2Cdv3Znp6CtKzubYPniFT7iAZjQH6QT9jvBEtI257st6\n",
        "0F600JzAhJ7kAJn7lw65bvZ9O05dd/DCUBXCm2DWDfD/+Mc6+y5NVql/wzm69i0GfIXIFcr1A7o9\n",
        "lPT7Z0KjGt9i2/FHkO/kaV3+8oEfLfIWhzHSnntUr8JaA2RAAfkxxlO3WzmoATW5cXLfGyfqyjXT\n",
        "DCTHAJTWbiJsJVjW/9neMXR+Na1EhPMBZMvANW2JyUBi7sAYfOcOCgCYYURGUEUnmZ30mpENu+na\n",
        "/jY5xcMqfMVAaaJwI/xcYtez39FobBY+oIYk2M12w79Qr498JEFML2miasqOImuqOiWC3Mc3aE2j\n",
        "/eaAIw+hJOURGBa3Wy3vEZlaP4fvdP/i7szdn/wRkzrrzx8e07JgVugmrJWRnSHD3eP6U989M1Bi\n",
        "tPbfG5/MCo+UfeOIKITnBOVUpV9FtdE2jqiA/oOs0MEm/RtjI31m+2CPk0xwAUnwrMFctvOhmG8s\n",
        "GG6YxPZKQIvbxgD/iH5r5KRQAtEAAADZQZ7FRRUsVwz6ZNfo96tOEHcElNv8WXPQpGoSDIwvjuz0\n",
        "9dR/K0AM5y4oxiFimnwVaOzDYjWN5uhttA2CoTTZI48OH1jgBgCFDR7Jf9mNfYq1QWr9e6TDL5tB\n",
        "uTKkmJoCcyCbjal2YZEWHHoUWX0xHcOR9Oav8u1TI03fTWwJPGvXOMT05L72cq3bMhYP/9fc4Leh\n",
        "DM1YQ6AZ5vyrhkVxrgz3n3zieuAh72eUuuiACqtQ/KMlBW6LnBvtAcYyfx7fUELIy8wBZiq/8X9y\n",
        "uLv5H1EPd0w+FFwEzQAAAQ0BnuR0RX8M04YRSqUMHdoDjq3TD+amqOsmC81wwcWjPhwBrmEAjs9F\n",
        "O/ZSknWuuWrOZ1DRZO2yZUZZdbeOSzEbIZu2nkcF3eo0U0OihvPbKvo/4/27yhVgCsr872aJr1Vy\n",
        "FfqR1Gg7OuO4vW+tM18SjgcQFt0k9OUtRIUm7GKm0osejWdHTCaz7ne3c4FIx89I2w5DYOngk51g\n",
        "2fycVx7qZPo8RsOQ5/kbfszgFhv4xHDxaMr8eB+Ch7ZlZZPxhRSQ3B+38okZB5u+PbBFFmNTaziz\n",
        "KwSm+iMIcN66LEIwRAgAZIp3/sWFXxW9ErP/0+cZYjtGHsXP/+UU4vhQVOHeTr0Q47WzdF72E0rB\n",
        "CQAAANYBnuZqRX8M7ZqrBL1X0LquiLMEIQniPKr8bqV87T1xkLLcgbqnN7ZduGFxI4pK6dcg+ycQ\n",
        "DLYv121kRvmjsoaiPWA87/EZRVvv65BK2yMYOt7hCdUw+qJE+Y++yqCGxrCb/3FiIHlibQZwIEeW\n",
        "6v+wLKnzMTBhnKwq5mu0vH9j80Oti1zRHVRIHeGH2rPHAPhgbHs0AKXovCytyzPpTmENxVPMPSN4\n",
        "HrIpIO7WKypEmm5z4P1yCMInr9zEQd67VRYeC6bWHBUJAtq0Tifb1veEqAuOzAHtAAACcUGa6kmo\n",
        "QWyZTAivAAi2mViDvDSHZLa+2nbPC0gqVidpDWoYiHMCJZTclZ3Eu2Q0GrThk/c0jDmOWMDy4++f\n",
        "8Os5SCvPgxtFyid/Ru8Zo9YdykNossxUztmhbF1P/kFS0nF24S0KoI+Hz84WHD9Yv9W89RHgwUYQ\n",
        "f7ugL+av8QQVqsbDdy4qpYyoe9uMmqytJGL5FuHaI3gvPz9sOKwqgBshcXl537h/IDSZhbBhqmAJ\n",
        "sIrf9t3IcRkwfgSKECDc3PnxFaGMAicyfIhGVqG19PBZno/mIO4I3h/5Xzf808YE8y6ztriAQLal\n",
        "PZM0OyiK4+TC7vviivNkYmAfpPit7o6fFzwbzkpAInvwPaZHfUpNWq04AacglsBhhTON+Lh9DIIs\n",
        "DgXiCfVYGQ91TRfIIfGnJWAUV2SG1t6+pJtLo8ffx/TkYZiMCy8X2U58nXS/2wEViwhK9lKB5JX2\n",
        "WCFaDLNRjOzH3asUaPe463AjbifqSDATZQwqhSRRvhsOE5T/FwFjRva1D7l+Td5zeRESe9YbNC7J\n",
        "f2rHHoy0idWtvSnKmc0GxDXpZQmyxrJDiaA7Mk6jdErRXMBvh5PBwqDLqPeUOTzCgDH5JCEmM1h0\n",
        "SoiTOzxIJjspYHLECsovawfBBEoVDIjAnEtNy4pOzXfY4lbgrEq2G3XKKPKNhrnxsG0RxgRdazh/\n",
        "lABSoS6+nOVBYvdlgZ9zIHpKbIG4XlhiRJjGuHhHi/Xrqw6XK/rzhDQXALf2fPzzSHOtLpwx+zrG\n",
        "lt6V8AlBcbt6yxdavMu10zGqgXnu3kpTFWoXXG51YsQPZk/HF+7pDZlgFyfnAYoJZmAAAAC8QZ8J\n",
        "Qiv/DPpjdG2I9OaaVw9BfC0GNavgopvcfwRMIXafZ4JoLWMXqoz+iU8B9REQMR9wNb8iSFZIHHN1\n",
        "gqG9jIedx5G0vQ3qANyQ3B7nRrA5+bnEfMCj/Bc7Q5/qMZhiJkv/7EnP3PGmHKx72K8w9jEipy5d\n",
        "4M8BsQmLNrn7G5gsPaMCjnSDuArqeqvHIz91KBAG5idI8FFyP4xG6wgmS0r0atyhdKMDXtiXKem6\n",
        "4PTIvSm13gVtPp3gFPAAAAFFAZ8oaRFfDNOIU7tSWi0raOIB0pd4DCt5FWuxbFLgWbejKm0JhDxz\n",
        "4Liu0U7Bkwbp9G5M1WIJDJeYaXiw+PjczTwTseXjLbaJD2vwJP1O1GHNGDOIl9kQ9xCOH7cqGp5M\n",
        "Qr00kPaagbZkBVe3WakdFgXSxzs4SYCuNszVamD3PITzZjGSgBKOlVpsREFI6nJdh/Kvud7zhHq4\n",
        "4KptyBqZMUeXOzYK5RAuBNORKT9SpvOTMhKbwjrMkZzHlL25YejUUbD89dfffIKU+nvqtqqVuQ4R\n",
        "U6x4d1Qkiy9BetznKAFjn10/UM6GKZPiiPLTpGTnTa2MU5OWV5dbivU4To03JqJUx3HFk9lG4mZZ\n",
        "uqo1GF8/ofGypp4lwYfuCFk9iJl4Qb5gfITGVHIQpgJI/Fr18MjSMtOs8UlgfwzfRs6RgV5l6lpG\n",
        "dQAAAt9Bmy5JqEFsmUwIrwAItnz2AgQXnQyLfDYBLs2pO0XXv9Sl5a1UbBsiZQoSZif7Ky6Kg6QM\n",
        "BSLEVSTdbPEfnmembMVgc/+UkssoADFkXcfL9Xv0bVtoLN0RLtbSw3MDGS7W8JzOpa89qg56LC1/\n",
        "NECtAdpkqF0a29Bevdu3F69gd+D/d0zNpSYj8Q48FlEMeICOp9DnVXthQ3rMFWeMetDqtmURC9dL\n",
        "h+QxCazwMrDcH2ByHcAG5fawUL6OCidtAXmp+rSqZnjqGQLHmsbRKe6X8fCgtCw4ZJ7Dsf/IVdXl\n",
        "CV8TjdanR+zUtrVsidqcbxSivxl4l93M2gYRMeG1bjfA3K3U0BNf6fIF3ba8equx6s1OJr5pynbs\n",
        "CZ7aSS1vzliO5coZquCCTRHEU+zIzRufGptPiiqDnLMBZIKFGusP3s4fPMBSMHn231YfEwXfCLQF\n",
        "69BZtVqOSua+mcBUcSVm9RhKOxjKfjVd4cmiPs1nYbfIKt3f9lNaNxLgx/O3k03Zw7183krZb/SO\n",
        "HtX0CQFVwMwI3NY/kNJrVNHbcdJUPnJU3bScaUcCUdq1BEnZb/PCSwX/ZLiVbCCtgG2/fWaVzpjd\n",
        "rAFkv9Eyek7FStKnY76OTceJlmJYAiGsxcin399foSPZP5rhjWjtbKlXcUHBLv2BqQfjLeWp4Xhi\n",
        "Ji45Z5kgWK/3pJjnWK2pbZSUnaAmF/tJAfsf/ujn9rxYKvXRyIQ/2YiPnHA64DIfupmBnDE5NGYb\n",
        "L8mw+SI/FaBfjBwLNN3LimmQ9g+0Ig2bcr/o6YBfsWEzpj19SwwRlN3Y2rHq737Z9v9rtSggK9Vz\n",
        "I0IRz701qqM+WyItgJme7JrDgpc7ArmUVUghzAD8n6QNfzIZbx88simJS0aCRHHRS86SzLW7NpKA\n",
        "/tFR5ERcetHDPiG5hpCBQA1Ze4cY6KZi2cGVgw64wHsXZ9pgdzhkngO/jjER2Qy1sNw+BdlXf9wA\n",
        "AAFzQZ9MRREsVwz6ZI++meca5bdmPHPeb/t1N4NrZ5b6/KMqDIKerudZu5K/6u/Hw+sxoTKtOHxH\n",
        "sb3VrNJ61ugRVOvUNbLlbnjzON5zPqqshd1q4v81CMwgrJ08re+98n1H35xHAVNtcnHMt2MSLrWa\n",
        "+9ZCav2Dz2gyAzW9Q3nw7z0nWkmrFGRPNjx9wdceiYV1OeUX1fOBEGmLOG9Fjkvx0uM/VXNhhuQb\n",
        "NZW24lbaO9NhkyycT/+JEps5Q9VAHKWnaTW2gTZEkC5qK9fFu4Pv8YrDoUCTM3VbY3oPyJsiHYwZ\n",
        "1/G4yw+CEHiVgnC6UPEvBfd7UXFK5ArgKf0magiNomEeUDo+MpRRHc5r4/Ez9SDmppkdzI+lqXkJ\n",
        "oMQziyATrmExRtO9qYpmoTq3d5TR5xQkZivUkuaJtdiTv8UMsxajFropzP0kqmK8IOw63ubZyazE\n",
        "xiWU1qm8IltIVZGyS1ulCUH2QIwwR0hN32JbVZpwImAAAAEEAZ9rdEV/DNN+77x+qZV3ghCE7uPZ\n",
        "vVSKZlKNUZ8EKdIkNHdUqoOKAW3yNqUDwk9TdO7xIEdOXh2yhcX+XvSDG1k8NgfYSO3iKYaPO9cj\n",
        "BCnRdbgb+fgRK0AYrH0YyyOeP7bgr+OE1wvUvRNrqDxI4G4mrsgzxlmvcdJbDgrv+QVOYkhukZzF\n",
        "m8ARrIt+ntm3cIN4a5qAicDgO4bKeytdWcmaiieP5uD9yXLL1QGo9TOy+IRZdbOL9dzWTApYWu01\n",
        "AozQefiPZsS8muOKWhULO6OAqtOn++RF2qPDPbnvDh6a3XvkPlZTjGpbhgUXO7YjOxBabrRhfySZ\n",
        "8VY+5dAdx8ohIi8AAAECAZ9takV/DO2aCzL1YXWeaaQv+z5njPWMKgCxoHRAvGQeEoY6IWDNqvnZ\n",
        "gfv4R3jjXZam1Yk8fjv3MtGkxXqkdgkHOSY9gxCE5TBSwCc3ToGiGQ0yiJTXrdiSD7j+ved63RH1\n",
        "HPkGzVdBceJVmPck6/Ke31RC51nROe0HpviQsctyE2Y8MG7x9/hBRY1/0fjTM1uQ7NXduoeiUnkY\n",
        "CKrodglUW1O1rZOytxe2BwzptMKwcWsjh2LemmHmf0imUyrebvVp68L1/geTwSW3PTneeL6D7BvY\n",
        "I2kI2IvWCdB4mPSwg4KYb6SzGs97vgJ9DScEpAB854dMW3600873jjsu0LWBAAAB7UGbcEmoQWyZ\n",
        "TBRMVwAIYAqzuqVaI6rs7WoLB2gKbJlDFfMOcqw7B3nnFp5otgNSo55VocF3L3QCqg/OoKeYyI4m\n",
        "he+xobTZB3yJNPA5sOBfNVKORYrVnAtrlAqS9/frDLUWPan6h0V0LL4ca/mZviPKHJoJjWElvTiN\n",
        "Thx42XL8leqlwzmIXQl5sQx7R5H6AbvBYcgwmDjG1bwSjdRo/lpD9mnecEfHbvnIpTMq/yvFP0qo\n",
        "Tn7o3EcFpGBcM6HGFLbBM4Q66bNCJ2gaB/CsU48l2YGAOVJL1BdZYag3fLlwsGPxNb/wHpwLKjWX\n",
        "qDs+cn/Mi+ZrwytbSRca39+raie+WtlZevVNFLFV0u+UNKMp8p18XUtkqgu4c4IlmXWGoS51xb3G\n",
        "t1E6E+747PQaUs6GT+WelJqqSSiNwngL0NlTXMohTy7cR/TEk45eXoLeXSV30q7CEa2z1BLuMkMO\n",
        "k/J3YIeyyNOazittVShDDSdAHs7HiWHkI3UatfNHjRF7lHXNW5MmP9i+kEKnLQc6iuk8yXDv1Cb/\n",
        "0ajMAolSZpCoD3k/lv6S00L2h9mesfawTgf+7MHoh0wsXVf2cdVAnv8xTBWWl8Xc2ruXgOmlseKU\n",
        "bsusYIYtrRc4hwb7xaQZfnnm/tNmVG+Oi6sZR8EAAAEaAZ+PakV/DPpkfHXqwvQuD01ufUHb1WR5\n",
        "m/0M+mexi6bjVvsF3TeySc7TOx+ggNY++Qovg2S9Z7tzLdZ4f60KsBcpPKY1UOeHluUo543MPB9H\n",
        "T3EDnNfMOFT9Vvl26sbRTaKCR6qML7Od4BsCqnhr1h2OhcdvisFqnfDHA5zniJpWXqdtRg+Sh2aA\n",
        "SYmUqO/hULstMZCGTzRuAZeWK3XcqIOFGKC4j9WTIQ7PHLqv0+gWsQeY9Sr6xjlgarI2t7xMNcAr\n",
        "1m9CM54dAqTxJVaamhK9xlQCBPINVMkjNYiPsgULDQXYvZdDd+y/sp8OdM6OnoL/+d16KnQzNllp\n",
        "MZIzxbKdKxVBe5d8o668oxacQM/lm4k3Eez4ztAQAAACnUGbk0nhClJlMCK/AAh2fEfRf9eKCQnI\n",
        "sVOLQUpzm/flLYU+OiVwz3Q2NDcRCXl+4n9thwZYCgXBS7M/NkefR/dp6EUO26sPsSollQmsnx6/\n",
        "C2YA/B4j0GBlPpJzKK+tA5zKklWKzf9+C4rGntNvc8ESd4IHZd2u5tRqIqJ1+a0p6Nd8t4qgrvox\n",
        "OIUFFyGsoGmOzlBzZ0HIEywHZb6As7aUBUKCKx8by1qLczSZzUr0Q3UHk1WL3HHnxu0QVRe5xqdM\n",
        "DV657ZvQspFmKbsSipZ+GR13eanDO1+beK4fOhhuA6NtPih7hWaDwydl0/kZUu5CcniDlk5CRzJO\n",
        "uE5ZNNrRoqsXpp5gCw+WDWA38OMzg+GzY/4BeJ4pNQj7dNMqnueSEVh+zEY7VPM/lLXP+ayIRUMy\n",
        "e/nqEO6fgGg49doDKfR9gvJ2Vr1gkE4Agvb+zVioQBO51GeTfHyLcqbw3x+NQn+n0it6j9lMVqLw\n",
        "IF2h3MdqmU+EJ20p+PpP4bv8ZKct7aYvy6h9DV3nfwJPh9MyWdP3FNtjVkhIq0UsnO6w5uQG8GmZ\n",
        "o66bcr2l0nZriegMb9Zd6KJieBVWeb19VYrDVWwQ7vJW/3rvExMySOz4d0e04XrRyiJe9OXogXEh\n",
        "Xl699XVCR/GsIbw1jQnXRnqmiWAvekQ0mynVfsYpbSFq8hvB2YS0K71sdjnA1csl/pO2sH6MRIFL\n",
        "SxcIUmb2L9GZMuyMEKQGapiUGvXcU8LxXA6TsyDp6gFpYzdERMKx11QiTgWaFG28yGGUJVPhQFSn\n",
        "QS3B/FQWOUFEztWr6oytRZIcLXf3ic3ZjMTWQhaIzKoPaWxbgWk6GdD1+Ww7xHDsJBzLFTzICBFl\n",
        "ovCLEOQYaQUEVsbCuvqPMm6QSAAAANdBn7JCK/8M/jX2uZExDeR5LdQ/ddDhIfcCPtxTAFFl11up\n",
        "xy+Y8ZK+WVBTCPJZyerROCJQIdlM8MR8IUbkziSA8uXB+5X4mRrxKDURYehNeRogIrqWIYguDQbU\n",
        "ng+bZhxCsM1ULSmJUSK1MsZbI5voCEeNtl4Ua19wJZAHd/RgXo0S0N+W/altUrYYMDsddnjMGMhr\n",
        "tSS21ZevtXGkllcBo2juYGWktWdSvtHOHCqjHQXpaqLraBO8l79T4pHNMC26dCTvm6kDNKKz8c27\n",
        "KzuDW550KyGhJQAAAJQBn9FpEV8M037vvE+tXfQ/dCjKh/hJU03Iv5oREzdq91k19zZ2RPTy0Qug\n",
        "IBBLumeDXnZafuSvEoGBX3WXwOHNyJD18BE5sx/wc9+lX3Pxshq3w42n9XFSrm2KIKOiMh4xYPjY\n",
        "Q/04m9u9es/HQ8HW7MERG1ZCMFKRzZ9s2ydmVQAwtkrkYOPFcPWPqmn0okGUyrLuAAAClkGb1Umo\n",
        "QWiZTBRE8V8ACHZ89fnZ++UjLD6qpTvFI1pctH9LQAfSLgdMTUuUjsz8fSF6YAkIaMFtHev9coVX\n",
        "Gqne44ja+Ra/10n5j01V/HWCPOP/q0MRLbTto7SGZjZ++SpDH/6qqI7TEFwD+setzf+fyD3vRF6y\n",
        "AAhYi/IiSYf2jEQiMdo+i7tp9SbPeXcS90tTpO17OI4jeMG8Dx+ZGv4/+YAF2abqytUaJcf2DvCJ\n",
        "Q+lHBwceeQvscW5Zy2WTPNNYM5zrVVt4PRPBhl7k14e0Bp59MDro1NnnsgZFfGME5U/eNZl2Lv5k\n",
        "A+IRmXp1svuq881onEw5vofPEsUduaa7gHrPEGdqqmEK+27P5yie2KN6qgsJoruvw4TNqccwVuOM\n",
        "c5c3xOndwKQ8ek7zKSmApvtHIZWIHsLe5FjsSkxn8oZtIhOo5w661By85hk3S+sxmgo0ZOpcBnQL\n",
        "Bqkj28owc/OV6EdFWzTRZjjKNxZRKUEZdBmsN991MaSI2D+vqak91SuSLrBoQdJN2yE/z8W3slKw\n",
        "z2dTRb7mUxWnTBMR8yp4nvl5pOQ3CmWu+6E7feWMwFG5M8sv/UD/KSl8GskL+odsReZp+3mrwxC4\n",
        "xdLtxmLPshUdUyz6h4l4Fu86P2cEgFT9LDcy5kPZ7AMUFL8WLhTe/yzpUbf9czATDdv6YzvREYeK\n",
        "RjEqWdfeEwnyPpGOSAvTw4aLNSaVJ1TOH6c6K+yF7vRxkeVD2EbILD51TbPhk9UPHzFheP3b6UMj\n",
        "NEEDUgRtSZozaVFEAZz5v8ISsZpKMGll+jLNg3Uig2JyIUzWdFF8e6plXbiWkcBT0m/hgfqEa5Qc\n",
        "x0RIpRC1jNDzh8DP1clComTDD0tBY3MAiyIMwhJYAAAA4gGf9GpFfwz6ZI++medPy4U4jIxK23tx\n",
        "0j5XhGUmokAPihgQLOwiCf7KxjhUH+uWXRa0UicYktqEf259LcpbqvbN+7wf60iJOfWWY7590Z7x\n",
        "7eTSXQiqLtbP3AExucOft0hBexgUMGo7vmhu62MXNIwiHUBcOo3Hy34cxy1/BmoqEk6qQ98uop21\n",
        "oKPfAWtdidfxVxrGF6NF1pKV91Ycm2hiNcvyBsAdM+D4VqM3UZ67TS3Pso6OXqib5qqM0sLSwevU\n",
        "3u5y07ioPRA0Cmp9zu1U5FSRjDR4ceKjToLD9ZiwemEAAAMSQZv3SeEKUmUwUsV/AAgtHmzsdaQZ\n",
        "klv/tLNClirh4JMF99/Oj2xlV6rsFV8fi/vfo7vtru7T/B0uNdKYK0Vk71Yy1/+QKac19kAvd3PE\n",
        "fIEHP4niHiZUlRvQWgum2F1pr1t3m2UsKFtgUuDAaSUZWK4j9Ppf7Jg8k18f/OO+qA1SI8iTi9sQ\n",
        "0Q0ZXmmPF6olk3NNvbvnlUtA3DxHfhDNhbVEYDzRLN8WaaOHpd9yz7PlKdZl+LQEAEbPssbsBSFK\n",
        "bwMnYwRkhU46xYL3bOcdiHlulDs0Vzr3S1Np1ZVY7kYxqhhPZ5iAyQ3ZyDYJPHboJ1I1mfd/3XBN\n",
        "j0/6jRAXv1ADndJcuOSEl35t9/cHvE0/wl9q1G/n5sVMScPexQ0YWbjycnHFTLWYpmvyHyIuJaHQ\n",
        "aMn6Fl4n+mQssxe+KAcCAD3A07w5/JulKSK/o0nUex5sUyKoUi/8NXGCB/v7ZqdSRiqynEPfBIjb\n",
        "uRUk/7o8xkh7sFZ7fDonsLKaeEq8OQ8NvWaep0lDykvlOJJDzHx39zAWC7Zltb3SzvazDH9zsVsF\n",
        "9174H3qfPGjXyg/3/E/CkKp3FinSspuZX6if7qlAyI3vqHYOJ3XsrX4nIDsO2MulszeeG8H8Yy7G\n",
        "QSLKi9NTCf1rqdU6oYpOqEJO+Gy7mART6LavsVlVwNSntW2uRlLCpk+MQRfuGxVwaUtI2bSl5IVO\n",
        "de484uvSZTE6ykS/0dM7E04G6kppz/ztrDkcmAINtrAKBblQWLaZJoP6BmG5Wxaal9ambvQH6jnE\n",
        "rVKqIdZ+J33YBbX+bY5ytrzPABr5r1HrmMk/Ale+OSrLNCraichC/b+WriCTiSX18ZqfSirOxGjF\n",
        "j2P5Mcc6k0WoOGzer7Jr/yFlnwy8CyR+2y/SQRaPkrKhw6e2u6QRAUti9nyGpGTJviIHuIUAK8Gd\n",
        "qJW39jhxJiX5eca1bFcnnG9/EPVqKXzga6hcTdah575LUxO6R6tBE5MZ7jXSVnSv+CGdmEQgiRpJ\n",
        "dcZYM3wfF5O37aXQZVArkwz0KaRI4lDgAAABFgGeFmpFfwRU2KIlSBzaqtU1rhrc0zz+nj497PtD\n",
        "Utx1/te8spXDw+mdJldLFasIa8c6VF7YuA2vew3kfTnP7jtn9O08WcONjAQZxAIKM2Xo2u87pccF\n",
        "OaajSIlFnztg+3EQxg/SOztuMmW5kMmcL/VYAcbdO9E8oflepV2UQATxmlf/gFio9wb43y/KZLRK\n",
        "w+lc76LaJKD0LxbdfmBC29iAF3LbpfebmNp/MQgU5BE64RuPabpf9ohAaMU3CCuVXb2yMut7as6I\n",
        "X8GGiwyVuUYTNrOS05Rg2XW2Z0qf58cCd+lkFck2KojN89hvvaFiXqGDzmYVXN5qS2o5JBZF0tDL\n",
        "wqJzgjPYhcLA2ZET/P4Nk8/EnpYhAAACE0GaGUnhDomUwUTFfwAIIAqz2zIT3hKVBr+cfRVGa5vu\n",
        "J9VbxzVCJ/mtEoyDKQrnqONzOKP6OMQbgqCHMpgBTnsThfKa305muYr39oUVpSkI/TSk1TB8MfKk\n",
        "avvrCHGCzKjP0czMma5vsUdeHq2X+Ii91ycjZ09UwPdSD/4/LduuAgJxH4tkKdUeu+UHxAdt+s5b\n",
        "mN/jS1m7fYwn5W4TJR9er0fcVxU+gpdgDovLNTdMOKNT6cxfto9MO/i9iMPvphwXPVuSkEW3Pfs/\n",
        "YyKX3MxykFA7kpV9nRXGy/bzldDWgxQSaTjAv8QVpMPIA6JGIvbD1fB0RHpiunw0OSzWZADrfR7/\n",
        "u87EZGEXCqyF2lnHNTOoQVxnjgwfiP+DIvtARhX5pbqo2AN9iaiyACg5J9QVTMB0S/ds8BlM8zUH\n",
        "T/wxJboel8Z4PC4r1Sc247BGxNn3Bh2cxSR0eSY9RcsiuHjOEiKZTyMNvsvXPAootFifV18zu2TS\n",
        "pMJvKgKtTUVuDgpi7N6AHQ2LndUy/oqYDm16r5NulzQKKl0KTfWPgjwGTiWoa5oN6Juf8yOgu1iM\n",
        "Tc3+5WhZGr+uDwGYgTlexQx//Fx+alHHvEEbCBKv/pO9goCwjDYR6SrzkOU09sYeNH7Nx9kgZY8w\n",
        "+JXWjlm9geUARVrbfTZI465gk6/cYBxn2yKTZTsO6DeE806RRvv+o3ktMQAAASEBnjhqRX8ERFfw\n",
        "6yrM60AC+C/mqhG4xu+DV/OAR0kd5XptHLvIH44cmkwTUBs45xQm1CPQNb+pGglHpvIu3KqWG9/b\n",
        "oCkNEvbzMMsV+oYfviR4TTn96b6grLsorPDqFgTI8CH/7zJX5aSzMkcdFwPVnbQu7gMef6J7C+l3\n",
        "Un7J2WLdd7GP3p7ad2qp9c3/Lq7UVqd1+om8jvaD5Slrzf1FVCKrzwo9ppz35C8QulBI74ug1oRL\n",
        "Ybb7n9XdwjOWrPe9jEwMGNufqTPVKeoISc3sZBWQcpN+NPMpjskjc5oOrNOajj2KUJ0kCQbGBu6n\n",
        "bd5+t+deUBR7Gf5vUXvtaagruPvSnNroE73ufT2cyPA2oi00g2p9rDziB94bFHtnliI+AAACykGa\n",
        "PEnhDyZTAiv/AAg2mViF3oGhBSRQZsrlHfQ8u2ov7ar99ZkDF9uWAi1w1DFkYn1L/LIpqb5bL+de\n",
        "0bUk0shLtVgOBYrif1rDBK4nGQsQlNo65menMH+H/fTs5+DU7Yj0jbHaklvOF0UPlORjp6KNNzMV\n",
        "/C5qf1ALSSUh5LYlRGBHn1SCe5+hpcfs0S5xkn3iFyW1rLYidl4+tb54pbNp8GyY5BOBddRcMlNt\n",
        "NgeubtM7c9xh6P4OrOXV3giY5W0q8M3iuXCgUf57TtgcpgXu8mdDonEb6DRRYVQKTZgodEw8pNV1\n",
        "6RmEKlkc6wi1sIQwfQA2MtALj2tq8PUcM4Ok8nHAoFwirYy0E2I8IPS0FOOaccZz1MbVoHckPf15\n",
        "1EsvPDODqIFt5rYdFJA4g4WhQNpHYqIVWwA0qG8nkHIdcrJk5h7VVg5ZVE0LSZ8Pw/fQ2EAkqbhO\n",
        "1ayIDDzGwaJRIBI//tcOGH851tJbBKsEmOxYOTt9G+rM+9hd7dQ12MFRHGncoBKrLQpRr5V5whXs\n",
        "Pz13Y4Vb8ggM7gzdEXRqjScqV+//luFaeQqAXjHsK9iQCxadsZaP8VrHj8CdIZ2pskPJVyki5DrS\n",
        "PHZQnCpEODep2nIXix+tM+XhPOkkpWNiywQPEDEfcWXtS/X/y/IYQVJaT+N5rvow72gjK1alD8Nm\n",
        "XNEXNKBylGvyoHsm32Z1fmNsXWboBgZC48QXhPn5Qb90zNmK737mkN55mHsAAY0sjzyEK+3/Cqiz\n",
        "A0+rnwGzKECAOgvDEyT2ze+3qKjG7HHuPCPflqUCSrmeo4GIWsT9CyrYVhhp+ywUo/1hGpVba+dz\n",
        "4WNQ+nwKZpOnwIX3sLDkYpzgNBXVBsqsdiTRN0EjGdfDmyqVGLLoOWm05y+fNAqrlzbCZg7+QolX\n",
        "WilTrfrAwdA9AFq5A4wj5cnbIU62qemfeVSLIQAAAMRBnltCK/8ERZyyEJ9iHVOEpqzrydVf+Fst\n",
        "wfuZwuLY1Am7ZEJk1Fo5fgpWwOVuq0f0VjdQha3Xv+uSamdxh2vrOarokFtjiSbuOkvI47s2lJmy\n",
        "ZJiuq8jhoOVo8J4IrFiDIh2zIfFhsP1QpnmCZSxS0XjVvSu4gPfskUjtqaTeC7Mrnxwb6N0+r6pi\n",
        "VW/Bw42Y8CGvBNYWrDt5tB9G7H5zW9mZ3xvmSbLGU+3WCFQA1XGE6OJ7Zkn1agaccCnVy6HccQdU\n",
        "AAABBwGeemkRXwR1fX8502c2nqKRyKUU3XS8pgMvXrJ6Vnade7KcTP8A31Q4wdAF4vN9OrPWEWYK\n",
        "eQKutv9P9KNyn8YDkTAqc1ROssY8zZBsQ526+RRrVevd6DAE2QvrKfZELK48gNUYxOvltG3QMaNo\n",
        "kC81JY2p4hr0LSOtiDySFW+tlvqwty2KP47o/fGGszlvn1n2yco7kyYb+MVVaUJSiXPnkF89lsU0\n",
        "vDZqv0DLtYyO3FVcvwIZjgJ6VCoBZRLXkJJr19m8h/ZPv45wJDS++C7FIj48YAjxbKMOzjwNuXtF\n",
        "bHfiWcC1Rd86qU2ThnmFanaRFQvuhyVImEQ/os1CtKuBqPkowxgxAAACv0GafkmoQWiZTBRE8V8A\n",
        "CDZ855CV/Ijl0nc3fbbz41zf8ro7fGtXAy7VmtzenNmEuXWBhTIfiX8sy5KLsSWibl3Nf/iHNR6z\n",
        "fjvkpameFf17VXPuiIIaISzrPT/HNv/j2mJ6RLLfWnYOyYiQgNuCX8XFs/f5peHl1b0XO15sMW5b\n",
        "Bi/QNdJWf7kxy6wtQk4lY/TivpE1JHR9cAWZrkEvYhhKsHI5GnZHXyhitxdp3Ra/sHNX7MdnGIxm\n",
        "Q5QlNgQeDu9/WsyAZ5Juw1zdJchtKzjg2UXLuY2PucvyoMC36ByZgfwz4fFQQ0FxMUNX/Y+S9CKW\n",
        "7JE0c/WBYNRhiRV98hTGh6EqC9E5JpzQ8Zd42YYq7Np0nru4ULgOPNR/nhn7jKlYgzaG9sblatzz\n",
        "qJ2ftin/FKF2sgx+9mGLwaXxE3TnrkGdGUPP10nMk4UiIo/RceYtexchyi/QRi4jQSFiYaqSda9O\n",
        "qeHe2Mky2PVRHjGpjB2Bkkuuk3XFFgZ2//k1G045UmCllCMHLO5lH98w2mTeoXJr8JDQOUjewB2H\n",
        "v+xoOucCCYCb5U1ybDC3E66ZiCYLH3u69ffQNhJyi9EwlT4IkkUxqgdMOLmqizasWQgefZiwbOhO\n",
        "0EHvwdnZdJC9nZuWVrmA7f2McrD7GXjE8nLro60PvNF2lJd+ivRc3aiHHvT9RUlkvvoOVz4OESHf\n",
        "6txM1hafCh0GKkfM+XHY/FWjmciqsgF1bvaw+NSPRs8z1M3x1Xq4tXzTzb98W/1ZaT2r+oHKVpIC\n",
        "4OIxSF1t0nkgRc98EaEAb7KqnUjvgviK0KasBA2POZa7T0gIrWTnRkWh8PpprdEbHo2WHduYb7hc\n",
        "fmJGsw+kbAsRexfCcGrvqwwTVC7mBscOa8Mdnk376zdJvd+W0AgZY2Za4YurfWNF4PWLjdQiD2Ks\n",
        "4yJ6pmEAAACtAZ6dakV/BERPLcpnjuxf2OZbkaXT+UgKYWlt4pxXLA225AR+TR78X938IZlUP1Xm\n",
        "pjmrIOK3/5+fqPmVImk501VgTcJBjJebuHiL8uqsEZ8DEE4CQ07xIANPZQ5Wke201o9zCdubmNF1\n",
        "sWfx/82Gp11fQ1y9q1hD4XGjBgdJeYeKOEtnmZZAFnnu6NwdEcLYikfZ2AAyLwHaXnV2WL7qMSCq\n",
        "NLhebTwkv18+CbgAAAJMQZqBSeEKUmUwIr8ACc23po9kv+Mrx7yto3TvH4AT+k9p9ZG7kLtn7Qgu\n",
        "3o68LL35isPyGKiFQ2XB9im7JIYWXpaQIODAMbOPIjhlvlXyuTX5XybX8junc0sWm1///38MIuag\n",
        "/qfKGtsSBbVMvq1MRic2+ANTLqKPnFpLyTh6wCcMEEBA7EsV3pZJtC9KqYq5GBtBvSiLcdzagWMj\n",
        "blPBjJXFMZWt2L35auwjWOBqc0y9tA6lkPgaMxQKiSu0amA/oJGeA78tjl6nkBllZlLyBtzwX84L\n",
        "a3IX+0WZh9avE0gVymnxOm63DzOpceB0xhOLRyLKxDyijCxb793wdYRBXjre4o6dJI74AQzAvQE8\n",
        "BYkHuopF3bjqZRseUgiG/4N8v0O2P4TBVkKCTHNAhGY+HEwV17DnqFtMfTpZwwNwBkI8/LBo3LaS\n",
        "eKcQw53d3WluWoX882TUBxM1oaruLiGrT39FumEnGEzNnz4mGegShw5QGMObvxIRPkQfqJ07Zcze\n",
        "C+nYMXz3SI4taHDYghCor1JsXPb1hbTP27pg2uVhbk8tPbND6AX73b0amxsajTJiQi1r4GH6gTLa\n",
        "o+08U0+uOLy957JC7GmvFm69RTlirPoRk4prFbbGN6t40s80NoS0Y9l0srFMj2GSG7sVmOx5j86o\n",
        "7lF+B2eI2ajC1jVsyBHWFMtT19ISjzzNwxiRuYtbOVllPKF/ktx/tJwO7DNWh+z6aEQZ0/8MGJ5P\n",
        "+bLIA6Uj4L9IHt0orhw5Acu1MXwJOUZY1QM/oO7OCgG6AAAA7EGeoEIr/wRFnamLieT7IvULHa0S\n",
        "jWSit0OgmNN2VApXHgOmgNyczCaJ5dpI/1aTUBKexZ9oNR2SgSmpviBL5sgyemjhXLIXqzKKtVcC\n",
        "8d45Ex1a0A/B4DZHvpXqbtn8wLagdpdDizCuFIjGEdABQBOzLUT6FUetIQoz8ioZ9+nluqywUt0t\n",
        "6YA1eYaPfIPnNalBG0W8aJaMDEtoJ8fIit06YCB5MjNrPMFoqQ1ropwZW4mOjksQmyHhqO1GxxqN\n",
        "jT7PCY0m0U7LxgAmUwkK3EaMitJfkTaEmQzDolaGAOxjsJ/8PMrqCAl4kBLxAAAA4AGe32kRXwQ1\n",
        "P9ANzfufeWVPtNxwlmPaJ2jdVADEftkfAdNAmpBPBbmajTrc0VD5Q7fdC5bOttjLTPp5nDt4EcIu\n",
        "/VYgjgpvGYoRKYf72L8xXwDd+CewHSf3jQ/hklxEJFqTWjJhH7K2No55Hw5WnwTYa+ogx8TQ9ypx\n",
        "CwGnkM4aqSM6V/65SlYM3znP/EUp/4kjca6arkrxfewvYmPmRR15WqyD8kpHUJl9NKb3gqpwA3MW\n",
        "XDCGjq4wCrD0Jd2eF9LGpc2CXehPQGL0RUDLC9rB3OX0e+tDFY1k+odE+NkxAAADA0Gaw0moQWiZ\n",
        "TBRE8V8ACeWlD8EQt0QcA/UFdKpczANoIQVIbHfYREUNpybtCzaB+jK0mm009bQaSjTAymQfO8f5\n",
        "vlf1ISB1LAKanqbtBpd9qBRMzoIli7G63WXq7PQSfIWDQHGM0hdPEHBAeosaYceimB/qE/GLYeVe\n",
        "lS+ToAmHPax6R117bdM82oxE6Gw95BrbaJiBtjgfaK0GJxLMHf1OiHsXn7tXb9U6DMbSv/weoLgL\n",
        "mJWyUhlF2VMdlj8o+JXyiGgiDzlrEHHSzJYfGDka5NBfZq7vT/JcfR9zSYrump302kTEhp4r7ItJ\n",
        "XSeBht8b0wrbascsThZieG8/UVI7de0AuVXgJIUUsaN6RHm00DxIOGGRkXzvwtv8VjXwuSfc61OS\n",
        "MmtyEq01/2/FOWXbC2Bta7jbWnbpS7+jj3o3m7PfwDv9BPCPK+ZyRHLZ5pEiUf0ge31q4tFeWAaR\n",
        "I8QNHqedK2ipxiZeu6KHQZo0SuAHTGLunCFrc1XZUkodfGSRbWngSswZbkOzajG/xceG58E97mNZ\n",
        "fELyiErYJRubvcfI5pR8RIlXnM1lE+v4flEIKX0PVr+S864OublDcE00r2XEd9ydOaiOGDFqP9T6\n",
        "s00kdthiCwSTKmcvkCQ/pcvIJ4I1bMeWlzE06fiEnXleG3sTQs/gBzmaWAChNO8JFrltyzHfm65m\n",
        "eRAhyfx+h7j6xgqDYrF2BcgvBdyiT2BBALvlwzTHfE6Hqz2jyiWaNCJluMyyFPYEPr1jFyK5Lo4c\n",
        "Rq2Et4SKqiHPO1Aa2u+m70okKvvb78cBbwkHi1NxWophPc3SNt5hrKI50GubRc/rFCb17l0PAp/j\n",
        "jepmzNE06hSr/vz79y5c5KWDYoMCr/PLQyDXt3XPb3Jgyd8jib3tpplcMHtN6BkzwEmi+BOQoMNY\n",
        "fLBAMJxG8sGG6zGMvOQyu3yy79kzKNEzb3Z1ClG4LCCCnk2u41ssFQjGlU90HYlI2MtFUIv814LK\n",
        "7rl+v16vSqNXzJrMUrKBiiIC/4nEbQAAANYBnuJqRX8ERFWHngAnWZQlkXnP/vqiQAoaeFbHmCB2\n",
        "plO+UGBXn4izIXIb9d7/qmgTZQidpU9DZOF8T2iqnjDVbHhxtLGbUCuQbnDulitaTsWIeTfAFeXP\n",
        "fQmnqZ70+L/VQ/e/pIeqloMaaAZlsQvZ8TMnsmBw9yk4nRku+A5ke6dPWTybfXDGmoXOzWvymxQ/\n",
        "9bAS4q7Ac6R5ZFQ/XwW+PWDGOxv/3nrim5ou6CbY8t4WnwRqcj02x2r3NOo5EXmBMt9KkPgs33n0\n",
        "pOAZyuCwSW3hL4IyAAACrUGa5knhClJlMCK/AAnjU1rE3B+aH9OZbTD9yq0w9mIxIeYqwDh7WTOA\n",
        "fL8F+cphy36HhyY5rxQD1cHuXhtwLp3avk+/c3GiAiygWpAkFcl/HcY11nK3dOv6cjL4VG5Yy8fx\n",
        "UXABYXN2H56LboFB1Ub8Jf8dcxRr1rDTa3W0Q7wcEiWj6XdhlQqU46u2zY1e3FRW501FIcAdGjz0\n",
        "01MFejemCwSF6+rKCltglrl9WElp+fzmTZlnizale6s7p/CosJuRY5tSlm7RAJhyVnvWULGkU7gL\n",
        "+Gun6klojvioSmL1RXllj6Vpibt9m/MutpIxlrOwJf9CZoTEOl8wj3FtAI0wxDDQVWFCf5Kv7kvs\n",
        "+HfPJoc4qk41623lqiqWVDX8WFqaeaKN2XR3f39lUIqVDGNIqd27Z9sIdb2WpTluGavCQPynsGJz\n",
        "x69xM9wgxi4W7Jys0Xb4HMNpNDl/k2xyaHR4IdRq6BML3bgAKaoL/dDukCyjdXzyj9gcHx0XiRFg\n",
        "qaTsYtAqMywLfA/4UZbZVlJ2FHE8IM2FtKTyDUeHt17TFMFYhRVGjoed6IiqOacOAQwece27CN0w\n",
        "Ys7g955NqUSeDWXJXfyVyPb/Kium0szXTX8AKr3m4ziKLWLywmxT0QGIY+0VyzhYM0BXKT7A7/RQ\n",
        "pOC+Jgipoj+Cc7sQws6G8mdrKhX5P2ANC6DpHS/Tn4UcSTjdam8lg8fnVVFLr8qW2BNnWtvQ/Lz9\n",
        "SwTAZB+zH34xaT17mR99gCqAk0JDus7rnSAOGyzqZNN1nmyCNOIRkyQCR9rt8AQy7QzUOBqtAznT\n",
        "R1oXiDHYCwvTayBOZFrHZGTj5/nWaSkKskKqbBWwC9JplJIqlW5hV0xgkcTvPD7mRpqGRIsP0agN\n",
        "Fqvc/4w5I4b/YjFyUAvxxgUAAADIQZ8FQiv/BEWfWHlCPBtyNV4hYr8nbphmStG6ie901Cw+kn78\n",
        "p9Rb83gMJkVRuLluzOxD04H0i8e0mQ03IvBl0i/PIh7Kwfzc/hF4uP9FzdB1QptNoGNAYTY4mgzW\n",
        "0ybMLFFBhXHUykrIhTw5o5MaLPS+F6LQ1PLSrqY3bK65xs1D3r6weiMU9abgOfxE8iOvcgYBVqrp\n",
        "vGtV+JctTyOfYzYXS8T0pwX2POLJkaAsDilCZYNYAGQIs50I27K6ADVCtMfEBwQRA48AAADkAZ8k\n",
        "aRFfBDRTr5eJIsaffjqAmkNt5K3kmGyj/ynXyDbVAK+N8QGEUkfqHM5Wcabe2Xfgp6tzq/910ydR\n",
        "rqRemgcLGFe09zbZx1qL17ZSg03xUE03pKh4jaPOpr3jYhUYGoSVutSrgtvxJJu+avSqRA80qDf+\n",
        "bMfNXPsQsFEP4I7Q1XLUJLw4q964KLxGoip8wC104XLqqerDirxwVycn9b1gF47bJo90E5uVSlYh\n",
        "ShqtsVG/8H2TZr829TMY0qZ/QnAkjaSeSbXQvudIBQGHXzW6w/0EiSrJuH06yjjE+0kD7khBAAAB\n",
        "uUGbKUmoQWiZTAivAAnmxtEh9qYdt0I7g/ND+f3weShIOs4iuNwsZdxuMGTGUq0JuvWDrPwd4GcT\n",
        "RaKHBlhzt3/Yvf0idAIe/56uGZVM+wuH5eCNkwfnmY3KeueY2GfGbpCi0uRsKf9wFffHE0wESn/v\n",
        "/ThC1wvgEYp/otu4qrvkj+EsDtr/2rojtOHCVp3ykhzCwXjuXWiJ1rerzAHhFELi+kMwjwsKXqYj\n",
        "0krj/hVAxd01ZnEBJUrD4VO0yd9z4Ogf6y7HXIHa8l8OeCdZ4hTlPhgNOb6eFGs7Hx98CVZ4tEox\n",
        "GtAOxC+tG+wrIkVDemzItCCR+vLRU8RqibHm0tY1UAecMaJqnkYqOuaN+Rhs1lVgsLqXIorEJ48O\n",
        "pStzshzGziWZSjFFGlR7KHEYLoLO6JyU2pKuhNWcWmagD9yIJrW3+6aRjUZ7HlQdh+PsxuV3PfW9\n",
        "MdEeHDhNRxNmpCFBIohZjneHiRLCTBE6d/P26vxrlpEuxnaIDIpKOxidIFT9TtUwtaVWSCN+UQra\n",
        "AH4KWjYIoFLynu/3IS/WmzXANZQomjjqc/KJsZ4IlIUw4Grv3S40AQxdwQAAAURBn0hCK/8ERFG7\n",
        "yaEcms0oo8LRmShudcKpZY/2HACdR7d5GBVjmVwXuLy8nf6nERiq66b2qspxzmQ6c7+FwwLDHBk7\n",
        "kf50ChWCnT06E0RMxGfn9E4HuRmLMQFC6ce3jADghNdWjE4enYXSqztNFcWKIkVMpRNG6D/qahZs\n",
        "Uy0m7Hq3jiJHTJoqWV8kSjvZI2o/oN3G0F3Qd2nZIv9ABhnDXtFO/VVpoRdJtQeYjFlv9Zk3e4ub\n",
        "nCwVC/wIjEpBnbtnPuitBFukTfnFqC3qxKdxMp0TIkGimMV6ZeiuYc/NIDBJCJYit5iRtYU+2Up4\n",
        "qIm9nc0jwYBbNM3QK0j5DIMLHExc5oZmpQ43EKxTbHAcECiUMWyGhHW4Ui82a56lPFx8AcIVS8+q\n",
        "JSTUtVpti25GsfDoFDlzfcPclfXalpJcVlxYc8AAAACoAZ9naRFfBDVBHM7OKWPtDqTmNKN5GsbK\n",
        "2nkBiqzpIg/E8PxWiiNtZdfZmiIjQm4HRqDfwPWUsWi8RC3byabwsQtdUWgXLCQKsqLjZvicXzF/\n",
        "ixNQ8sGK9daerk83nz6Etl4lDhe4F7YEWRUAaAjFikqqb0MIEogbcEYgXz4WFZBQ30GeeF9ILcbA\n",
        "DU2bvNZcFV797pRohtusne/O0EXE6MldlZ+QSNmAAAACxkGba0moQWyZTBTRMV8ACeTYwScBiM1Z\n",
        "uXwAR+oFHlOPTny4RWZxdvMxVmWZ77v/l0k3r0vqfhTSx8t6GniQ3Er2csvEeCL4qWXkiL1dxflm\n",
        "iv/8/bmOzmrZQSztvqNbaml2HwQyYrQp3APfaTFc3u9hzgKyso6XZnEjh+O6ZEN/HDHWkMLjXADe\n",
        "f+Af/4iLhFWiac+6r91DOFPQ3nIgJmhVIfBZZfQrljxLJ/zbAmxV/gKlhCPsGqXSl4GvWhGiBQY1\n",
        "Cn4MMJDszJRUlKS4v3aZveDrxfcXDiIqiHgfQGbXGQju3rPK0UFJGwfo8egTNhDptkJD0csowsk9\n",
        "Xnh37E5XLqRt4mfo8fesrDUAw2iUeWRtL8wYz5HtIvi+ZOJ95BO3gDApDoQkzh86WzSpaUZTuayW\n",
        "RKjiVmzTPjsqLksze24QB2jeOrdsxSWfgZYbajJ4+jOkKoFFzJOdKMnzyUFBRLAfVdf+vtH3wLOW\n",
        "1nogOo5hC7DXgvn755ZR5gT/UtaEQ/kxcXPjdUlH7gCaCoNFuq8IGSDrxIxOQn9ykpNhUEyMxK+Q\n",
        "GLz6mA50GbQ7hlU7/JTZP3fMYCyt9CJlsA+MugowNViYAsGbwOJ5iEYYpMLd2kz2bFDQUNbxpKfJ\n",
        "G3haNo0BVteJgFNBWcDloAlPKYaUOhJ/XcFLjnrRSDZ0HQ5tXaP7C4Ic/TdzsB8R9EhWsT9IY3rN\n",
        "XtMOWrL+D80IxYYNCZP5lvlNouB8MfOACyuI94TaVWKDkNs7DLNR2E+4HsumhN2k9Yp0Igh009HL\n",
        "xlVKIYjbTYug/AqulhQbhSGWitjWj6eqNwda8nAOzd1sRncSuxT6uYPBF0S69M+uRxoalrZfaarN\n",
        "tkgsTOhYyuftStU3+Gs+qSlrrZ0ffDAoJDfVZgD+nhDsx9L3C3/Du5GdEg4myKzSbezoxac2EcrB\n",
        "h5JxAAAAygGfimpFfwREYPBpZ1PSJyHUncLLJCzAwE6Iw8xITZTF+QEpj2Urn5HmPRd/0F5Lk4ug\n",
        "wKbldX+PzqYezchkrUacJAU3YHC2hR4+VzVq+iLgOXOumxEPgj8WJCdjT7JqWkM/9I3Nuaf53hZ3\n",
        "nGvLohHlvyN1GTyXNeG3SWE5BycVhlEQNPEZs4D3rIR/DSj4iDdQSqbrWNH1DRoyStggoJwsxTAM\n",
        "Sjp4BnIr5QdBbCO29GRMXb3AAOGqM+o6hFaJZhbhGAbVWfVIAWkAAAIxQZuPSeEKUmUwIr8AE/8m\n",
        "SBQKsVEySwD8r9E3wkAGSmKbCtfs89nh8ntcPxPHqAzSLoTqRJJSq6u9bk3Hugd9mawtL0Ju0XsU\n",
        "7aIX+2iQZ5LcwO8bChiVMeoUjndv14wwai6+Ul0JkaRi/o/nJ8BppKbagECRy7Iib+hKPLDbgCbB\n",
        "Rdik73hy4zfGAxw1xOtA5n1KVifWSaiJTK+bWVf0ywkqM+JATmN103BRcbNolg4MIBy6qD+64mdW\n",
        "5gqwet7c2cLooiKee6ebIp2TWChfwCARpFdEOBB8WhRcsDwLgI4RN217jwdRhYecPhNcDLg+fxC/\n",
        "IejE4RtURPH0TewlUaWsw4vAPNBafGfLJniJ3rK21jvJwhdrwjm8XDbooe4xAf7PjjWUCXoZ41pX\n",
        "SeCEevK3SdV2U+nOBdzoaVlfxXNxNaHns3bacu1NoIS5bAfNwlu6VdvE8Heyw4Y0Lj158oAKmkw6\n",
        "DvDAZtDCWg9DU1wc831kV546oPF7q1wfiUqX9zs/9ZcLbi2PpyLiH7f9D3aJ+wWEAC8GrYYRNU4/\n",
        "88CjQ53oi2IqS8hWJBcaIwaGsvzx4yOrL/2fkMwOBNsBzVaG22Yivalb0CqTOOnPcos/n3hAhTyG\n",
        "PADe4E1IEIT6rQ1StU0SQEM9FayFHN5ak/fDSPJbhLuIivxkuP+Zo2Tq7xA7Pf2SqK2e9c2l/gIu\n",
        "fTaEAHYtXk627CaVfEOsQSVU6rIkfoTte4BWTA8sV55fAAABS0GfrUU0TFcFYMXpcuR4QKhzGHox\n",
        "f6FoiE1BwSp4nod8L/6r/AAYJpmbJ0P3q7FrBHaBAqAw2PvUuZG8yThf94fR+vYjf6q0lCsCSQhR\n",
        "j2uP6g156quKn/X9V4+5Bhabm2ImxRjk4LDfm2IAvmsfeOFmXzmI1DEXan4VpAeoiHs5p5lVpyDV\n",
        "exIfhj4G9EbMk2PIWOo4rILNdPn5uNwdE+IrK4AcowSrPUYwpgL+/SlzoUUI9CPLtH8aBp6Lt8OH\n",
        "LMawmCqeOE4D8vGIDzFTkZHRSaE0mTbhEUaqeremEKIvkFNleRtIn6/Evb7fm9FesqJNvgtng6V9\n",
        "ok7kYZhzFiE4dYhwv7EMUASjjzyO6vchVwILVXwwt687ncz2bEIGIjDIE4lCAUx20rmu5bgBev6s\n",
        "hgfi4xnefgSVqPHl12wV/xPE+drFFtNTw1cAAADWAZ/MdEV/BWF9L3faVSg1uoUqGuxjMhy97mra\n",
        "yEfxf9o9KZ/i2ksbAi7sj1pRb7Uu8pO33GoJsX7HnsZq74trF745Igx80aoQ5Q6SIfwAKcPpbmWY\n",
        "SK+dBpiuPyxgfDLzDPxJCYmg+DiuqSpMrpmqcSsRqGyhZzLL00+B+hz2qrYsaboUak1s2pye7ygc\n",
        "qYjSlJ1AaJlzekCXG1RzCOUQAc99qo2y00CXokEqGXnXhoyw6AX84K3tOaTpgml++C4XQBDKTuOL\n",
        "j2XTblNHXHamc/CNEA0fsQAAAP8Bn85qRX8FSYMv8qD1KqycL4u3r5hjFWaXUX+lYTzcEhswJc1a\n",
        "80E4FzWXzhWdH7e0cLLNRjg2iZh5CWxKySNgN4FOnYWcXs0hRWo4Cp8Jc+KPFAXe8z9pKrrGCfM+\n",
        "uyROsMBXVH/DtRiVWdjTsTuKN4z00HxgBtxycChnfIzZ/I88wp/+Ucg3MWOIxdlpZ+MAiQ5rXksO\n",
        "o8KR27HTDnz0w4ccQCVc8+cm9ON6QUpPhq5FNUMwlOymR7+EZlMX0OhwzEd97xzwJ9LhRZhzeQFN\n",
        "5iSthFybDL0nCS75F/a3VGZhENZVOMZUUu+KmnZ/bnnboUlOJlPM/P4Q6ApJ6oEAAAG4QZvRSahB\n",
        "aJlMFPFfAAnl4Diw/1x7Q0OcP7KlQVm1XVRpb7jlXy2uDJEW/EE2b63BzXhM3sX/o5YnjAgR+1HI\n",
        "c7orI/T7LbA+FDBS10UokWHDWiPHdwNsp9rgevQ0WbiamxxBtlnn3nOmLP6YIvPEZOWNn925ngRh\n",
        "wm0ibMtg6FgZfkbyl0KezU4sJOxzBSZBTW3WsB3Te5Qeocizf9gsY34u+aGXX+rWy6DmVQ+MU8Sm\n",
        "yvGZBRLuSY0TpvhjNFpBgbef8Y/3ruWljG7mxO16bJy1Cn2Fqs+7rj03FIibt8Q4NYP3YJUqx1hm\n",
        "xqgXCm+JNuYcN8b9OTc0xYIhp+YXCf8xkiu+ydwajH3WNvKqHuXx3PtN4VEoiL9/5XHJSbCwd6FI\n",
        "QEMLY1vpB35io6HbpwKWOW36SIYe27C0P3tWWjAh8SuMlfXMnPbwdgaWZGUR5wDb3rbd50t8mZIX\n",
        "C/1gWFKMfVa5UjdlffPqQ04KykM+c2Ex7JnzQZaPliVk72t4quJ8bRbyAOA8SDm60HTaAQU5Avxl\n",
        "+/GDwdKYItEGE7Lw1YzeJoyXUbfMwPJWScqSYkz11myAnoAAAAEsAZ/wakV/BU7fY1TuodmGDzp8\n",
        "3fnRFKKL/Qz2Xwsu9COqrEpdOlImUb5rUcirXjXm7W9c5OCDctPw1Co3Mp6Moc5TIK98woaz6QLZ\n",
        "DixTr0k4PnjhRd+UqJJMux1gB1a8enk0b750nNpidIpr/8x2XEZD0K2+lotOB7mdiGQ14wbCH+GI\n",
        "Ou77WtD3OU8OPGXfWXCBWeEpcN8PWF5JmPmrGoMZKlZ5j67u1tUr3gBq4kJxau0ZzIsrRFuQrouK\n",
        "vltSVkG8Wfd+hNMCbDZhEc/C1ICT1c9lNF5GKoFOqQ31lX0gqodaqLmM0+vsXq9Z39qyzyHB79Op\n",
        "GC5YzNPYHdIdAgyJInrqepxV+8ajlJ7E+CUOzs+JqtECQGpSq2bHFVwt+RE920jqOukYwPbzAAAD\n",
        "A0Gb9EnhClJlMCK/ABNs/ReGqVAtYQK3VXB+aH9Ub3R2Hvs8e5VuX1JGxX9pVKPheE7byFwQKAv7\n",
        "TQY6izWDkwqDmjccM4HNaWLjInXYGY+KGMelnMRvwY3B3SbgvwAEtO0PcfQ+uvcvZFdNlRsxl3g/\n",
        "B/5wqrnetRJ3+rm76VNXIKjqq51MdgyFP09a79LuYpeuX/tcPic4rzRvHX7qtKD/VAlSIX62sfQ5\n",
        "mdk+jPSNHDeZhLoBtkLpbVAhLnqcYgj3OvdCAgUMxMwnrPwqvkPYR/jIF+M/IKhjnZbtVuw2mGyk\n",
        "ZdP4fKP+CRQe7lZfs4DOWA6kwBOYRHmgBJfkzGdFg0SrY31Z6gnzfOBdPhaPAQz9mlsMRoyCJ7UA\n",
        "U9ldzWo3foBT1CfyB7RpTzUYox8LcBa5kMFGok8kjB6pZrXaTWWuDe7yq7IZDG+BcUw7mN8Jsa+c\n",
        "isbz16MmQNQKvngxAiWQhfK/FzJr1tpO9PH/OwP0T0AEr4F5hHSt4qhCn50hQn7VgEpb5mSILjut\n",
        "JggrJIjEN5TgZkxfgvZwA+e/ZTgr7zTdBMdm5aYg7DoivGBIaYvhIBnue1LgbxrIzhrvcJrn+vbF\n",
        "DSduoyqgNlvlb1oInppijugVxiY6cRSAI+h8pOPVbRwYCTmBj/o4yiljuFPSUhbpw5vadp+FjGmn\n",
        "kx+pCxL/cYxWvFuLmQlUf/ZV7Igk8974R1DyzP+J2is9NJ9V28uUYXSU5oImppRGIfUK3QX7PH7U\n",
        "Q33Aed14W6KMitsIilLqX65OSCwLMay1FBLppfpD0JtR9tOZp7iuoxkRCR6XmPfgAk7NJFAXOIgr\n",
        "pvfo0yUTbvcSjmxfNbPWtnEPMUL61FhQu4Ftsc7U4V5DdroiVQzJASaHYDojBFqdN6COrJF86TI6\n",
        "lmqMhi91cm2vYeGgKjnUMLUOVw7bPMyJVcX2YphhPxG//pxRhxgksu8jswa4VaSGzctkYVFLNtaI\n",
        "RbS0r3FTp87g69nbSvQomoYwvxQsRuiBQUSV6+NGuwAAAMJBnhNCK/8FUF71iLNMe5hCk/mJzdXh\n",
        "ewZex8zAvQPgMLVBwqNQQViiAvmbLh61CrXyfXxYUunSwz66OWYwExYVmV4tIq+l9rHIIh3NTts8\n",
        "HVGeMc1JMHkyZR2YbPKBtmx9es7Mmc3iRkj2k3MYidNeEwfotYCCIsU4qYcQFr6zPLnRvaZfVLr4\n",
        "kAQ7oIbHm65Xxl3PLnLVmqnkg1FQRpq0k3okH+a1OQwV8C8mDAnlcIRkqvm5Vbl1HB8ncMHPwAwa\n",
        "cAAAANQBnjJpEV8FTt6zSL+FbfLCASXOCxRyS54RkiDa8rBwiidPmNW2DEFGCiVM810ttfOysGeI\n",
        "QZPSpEnMJuhogris9siukSXYy6hgDj55fGgV5D7UPzY2T++3mWbbn+kRBg/DeDagZM+B/rka6qJB\n",
        "xmZIwGVViGg2y7yijhtABrBUewQ3RiosozbnrWCax5U8k1oh5U5V2MUtp3eIeX2oLwI/Qx3u+b/w\n",
        "1n2eEGo01j8/76HSDFes8sI54pw+GtUQ9nVqJZNy9zwA5tOtbMkSCyYOonuj5gAAAuRBmjZJqEFo\n",
        "mUwURPFfAAn4iySRL/bcJ1HI3T940f+e7cnEAXGk7mKN5NJOPo7VoSF6pdbqbNLnqiFP3eDUIaCv\n",
        "wfSwH62YHsGQ0qSs0Kpj/084ZHa4CYVYZe27UcXewEHLOlnHqLSVqnbvfzzWensIibld4slH95qn\n",
        "piuvmwSyt0Y4R7tV0f50F/t0LMN0VTrVAwIvuDC3v7VPqRnKEdmOkFlwFJV/n1uwgH72sTuyE2Yh\n",
        "zlsRyiBU4/Z4kdFNdqNtzeIobsCPRzDYInPWoK4y5YSBjNZxLgxSdHl+REPFEjrOA9XNkTTAvE8b\n",
        "Mxz/x39RPo7h0hFAN0UN397nHPvF4Aa6zLN7IGFuPh09DiG4/rZ7GMpQf3gNS7VChXqgWf1up/I2\n",
        "NYSn3w8CzG9u+u27IAiJ4j5pyb1AiLkMhswQVJVa2Om0UQxP0JPhZIBScNjfyzCw7OCpyXnTq/a5\n",
        "MyVErL8mKPnUn/rkamImNPZD7ElBzhO75Bt1VVmrjia6OzQKIqb60oV7UrG/choLfba0VMJfKqIM\n",
        "7GXeWFS1b1kW5IrdM0OS9PiRs5drs12qXbVkueRLvI3w27/E36oqi8CMOFJ73qAOHN1nhNyL3DiL\n",
        "C3XwUM9+bYo6mM/jnp1be+zdspSk1FdFa/wuGy5FnFlElaFLdD7Ze4RlKSELYyonfIJxaI7W59yg\n",
        "0PMM+kgSsPf2onH8XW3P53L5O8XgDCV4cSGJohZavz+tL2MLcs5pCn1XoltgoIGb7uYdmduGxcHx\n",
        "8n/bY7VERwwRSNY2jzScyTX/b/wrpDISgneO9z5b3KR/l8w+Xf5qjrtXe+Mkj/Nt2PXG7yi7+yYn\n",
        "MmVPUNfuYWAppp8oRFUdnlTMjU7EopgYoKyhEQnRGbSlq0EqsNhAkh2GP/kCxl/hmxHunniXBcUd\n",
        "nHppZKSJDy/CQGpHyGR15ipwMNX8Y4U2UIRGRON1aptK7jAAAA5Erb+7nhKMuiWmxQAAAOYBnlVq\n",
        "RX8FUqMLAA1ESim5R5DSo37Zr9emyoKgr9kuaUhcB8j5ya+mha+uJ3ysaPv1HP3cm3uQ9ywFFNrk\n",
        "qRYvb1vQDgBvls4kDe+vETSCsUTXrfa1RrViZIBd4wgtj3/EC8HVHEqmYoHGnYP1GWvTOBXkP/XD\n",
        "Cpgfqc3DifWyY6eC2Horq6tmR4pBlnEF3ZrAAPvKlrQ89x7xIB4hbAHbmGr+kEH4g+VMvB6mXxNj\n",
        "5fpiMJPYTIMcq3uIOq4VbNwr1VPA+rEsrAdxKxjiuBU1dZ40j7rqFm+P+sPD59QqmvXyOHgS8AAA\n",
        "AjZBmllJ4QpSZTAivwAJ+FmEum/LbxS/X0RwVuNc90ZoDfDh3WY2UpwrrOV7Dw9hwBrbE3hDP0wF\n",
        "UWw5Vy4+4rLa6cTGAwdnoEmAE0Q7xmQ95lvfPu0YV1cIGigaraZM1aO3jCFm49OvYFHTd9L5isrj\n",
        "mNV77SiIpPpDr6IhBj6T0AGpkmfV9O4QnbwgdccYzCkjmgUBtcgoDxjnAX3KmpDr/ZhHcHZH7UF+\n",
        "+ALW1S1KVaEERan+7gUdWLNQR015E8/yy5d/VLh4wuZckIv4h7t4NGHWtaVt4sZCo3Em+L9xDHf9\n",
        "faJhMMIvXLV0SNuts6elI3aA4TrhwbmLkA55/mjqi+6v8AWtREn5feIF8T2gHkitrE2x0l9coiDX\n",
        "U0wz0YA993r3iU8Zu+MqrGcHe5OAuPFyW5d5d57B6tAAiGdzPkEFhSpR8JqrmS0nAcpUl42MNU3L\n",
        "DbWoWDN1M3p4ryv6s8ADDj8rb1BXsTBCtb29UKnI0NC/JMau0+k/uZxSlTtW0aY9+et5Gd1lGDOm\n",
        "Tvrab5RHn+siSSX7DbUHNa68KeOTGtR8puc0n46fCMnbfq/3Vy+RraKlcyPYOk7w6kIsrEt8O2oW\n",
        "zEUj/Ks6HnhtPFqn5D8OXz2jVFs+nm60KX/5NRg4GwocUMl3JlPWnFJovGDgt7bUKQfADhJDVtnt\n",
        "+tkcMY0m+UU8w1Lp4HrvfUzJOhFlhNiOPhPwegQVK9VpMm5sLix/Xkg+CHApFz9KOZAChWjZ8QAA\n",
        "AN1BnnhCK/8FUqKNQlCNSVcRgWDAYntKddC/hHvuTGi7AyVJmKuskZhnF0dtuEhM0+OZrCQB+L6i\n",
        "8cVrkf3bUqD9L8IYhTR68xUf23ouD3LlkeQZMkQ/5EPsukL89rW8nz6oIm6tZgi/NUDj7/NB5tT4\n",
        "c1DFf/NNia0eRr/8pIEXxs9suk1mSzTtbWxqrbPN+7ZKEQBj92JoT49Up0/uUytyx1zyY9U2FW7S\n",
        "K27RrCd+jRGHS0eQ0pV/UFMCAkMoVSYwlWJCc4YjkAx/qoq1SJoIC0FTMZ+Lr2KkfIsDEwAAANIB\n",
        "npdpEV8FPYNY656UETN8c9PVrLo/YYn8L2FnDgqXYzeCtyb4bJ8eL3qblfrGfyKSjfnbWQ62jRR0\n",
        "EcWS6TuESJPvJWxHOarIu1GtBtPZkc80v1sArxxStjSdzlxG+exQZD6LUVvlMStU9YgDDfOaJ3nM\n",
        "ZhxUYTeFxVmbke9YkI2SxGhAe74LEZCa+3BnIS9YmUG3p4v3jAfNB9mtgAosI/dkYdIyxS8cOTT/\n",
        "5aCicPRWAAPZ3nmR0fCjcs0ehwQ8XePYVu50yo5KUVNk+BGQecAAAAJWQZqbSahBaJlMFETxXwAJ\n",
        "5KYMBNNnvg0FVnMGrx/ol0IkagOKHD91J5dRV8L7wVpCJdOWbGKA+1r0fJrT25cBd7HV1ce4Jcuo\n",
        "LPQtpUoLNim9jj1UzV3QOKj4rMkL4UBZ+pOPvA9Io3w8L2Cn+XNYe2g0pb2LsafRlWuZoaZM38Z2\n",
        "S/3FiOPnZtnym5zSHjkxLNygEF2z2R81SNAw1KkHUDlrPhX4KAVe27UrMJ1I3PGBFG03RrL7ZP8b\n",
        "hbqzWIYoPb+UaRaps/OycqDL2ysBgv6eupG82nXg3rv3wjvBFuldPHKd+Y5qjRzVU0g5vrpu5EbB\n",
        "U2lNLqYSdOljSgE/iFwEEzomf7+WgMF6dQcxelH2zC2LXiTI+CtBxck4eCaxOKehYI/J4XKTwThN\n",
        "pg6D6J7emds6RdFx4Ruwx+0afdwvxjwpmojnAD93gh6VGK7ty4uLqD2LlthgdUwGXrm7p2Tppqfj\n",
        "bFTGdU/cp29tvpZzAbmc3kFRRtmOjsQ0WRKBC3G8XgNWw/YX2bEVyf7gTYFHdEzQWNYOn1HZY2ZZ\n",
        "WlpxD039vdGrYtvGMxr+1mbF4a8NhOQElD0NwOJVnG2YAd0+BrqTWjIqvdLyvPdVc0v11wGdtTEC\n",
        "vtwnTEWS+tuQC83NXzLKtcTDRpq5yDygWFTHfwj28vVESjGDb5rm/PKvz7O7MGPIyd+DiJRSkmWN\n",
        "8/pXvvSadqRG9txJkkHEFfM6NVj/OgPqoBxRd5cs+h2GnhM+o+tJ+mrx8HWEiItc0B1x2yAR/SAZ\n",
        "rrWsMbqArnSW71nsgQAAAL8BnrpqRX8FTt9jMyxvYMKqUEFzh6okAGiLu5IsT1V9GwBySZYs3elm\n",
        "w+UXCWYuwx0QZvZzesJcfz90bEQYYILBA6ax0oSoKHE1JL7UIUIM0TbA2zFbSMHn2R2exZUawbE6\n",
        "ji+z/XBGHq3zpMiCJa62hXwu5n6kjYdcvg5V6YmmpxjoWI1fEaftkIJ7yLt0JHvUcx/GYNd3YzqH\n",
        "VE/EA6+5Xn/pFLS+z80GdUPfuCoWPnTOC+8hQokbdUmRQ50CHgAAAjhBmr1J4QpSZTBSxX8ACeSl\n",
        "5FHHJwupL7QC4rQnM9z+g+AUSRk8eokB+5Oa3E4TJ8uNo0o0m0P9fSNC7GHGF+/OPLGt6/L43PlM\n",
        "z0kuv9waUTVH+XOB44F1PoD7rrGuAqx+oAoxZt3ddOxX6Lc4N1x3bTfmZJblxIXygtNMRZ9pBeDf\n",
        "e+FBKxInKqYC1A5juAYW44rKSY45pXBqCQ5fzykBmalRiHOD3OxEksv1UQmWBgACq8vt5iD399/C\n",
        "6Hpmslo6dCUklglsH2F9iVc3QM9f8QW247AImob0oFVLzKvni0kKnWECgKK2d81dOSnVS/sXzZXy\n",
        "y7Wi1ttMGldBZt7ruHUW0mEQ7MhJu6z7SmugsiR4vUdSokGg/pYgceC3a8f5CASWn/WJ8P9Ll9/L\n",
        "NWExuLD6/lxNkreEg1xodyzxvYCCtLNYEKwHnPNXOukJPoumjgNlwzd4juiFc8GDXdmYdXEmJKgz\n",
        "prfEBy6IjOWJBacZXnRyZy+MGLjJqg/2rB36RhpIOmVK78JLEEBbikk+SJZ3Fma9vaHjNBA4SB5w\n",
        "LwK8cwRJfOAChmtDKTqeX0oEjbH33y7vvDm3E8etDjFlFZuRTyfk/j+Jz36EAxxGXYzdoWoNcVAF\n",
        "JTeutL/SJlOSPzm5Fai5pgarwC8g910tf2+a6/UAP7PLmGV3l9p5frANrlpAimTuzz3yBVeVZX2b\n",
        "b1VGrKENiGMOyNgdo128dtulboN1U0bPKzCFUpbgJfQyZiWFvIFFAAAA7AGe3GpFfwVSoo0KX7cD\n",
        "z7aupHzc+wPD1QcJmZe+bxO7dhkNPUfmnEt80Zy1h9I6dti/nuXr+G0BjN0IX2UXxzAmgrgqlXjA\n",
        "FxOgjLvQL2NO7n/FLp6aZw42C9xL2FJqTbtg+bc987/QeLRmNighBSB1UD7ULw+Teg2y5jSbh3o5\n",
        "xx5Ummr+Lo1ZjWbwYSsSF0G/Jy4s1WAXEVlPDypoFOVWVQsbbaUrdXPaIndTWytLR44m4S6xr+4w\n",
        "choYk0vjfOjcRIaV2ucYDjTkmtRjRkJFMdP8Bl2H+VB0NmSyyq58HpDC7kYECn3Jeh/hAAABUEGa\n",
        "30nhDomUwUTFfwAJrQkI2y3+v18o0s1Z9H+um2QydzG0nkylknBxrDRYHbJfg6RXBADdQf9aOri5\n",
        "YcpshknmbJHsE+Ew1XxbOBtri43D0Wr2G2NwXKWRr+roWrV6b1cL38K2DqsOuVlbRIeU1LTWSF7Y\n",
        "fdgWpQlZGtWqWygWVjLxCCAAGjTFAFLGwK9aKTvI2HfOEHDK1tQvaAnaViOGMv0jhtHzBU6lBxFd\n",
        "F98CQMMxaBYWPW+Pyrf4xGaLMr8KBhjp8QYTjzmz0VcK1XFZNxZmf983yF7NCr5tzUFl2PQ8286U\n",
        "lrz5KUV9cn9dBMH3OX7TFuokXPKxTt3F3d8Nfwyo2KcT57tDNTUqrhGw+36fzfhwIHSBT1tl+DLB\n",
        "4JefNo2C1rgxzEanMnl+/rVNx3RjF0zU2hc7cXeKTWPSlbT+y8E5AaiVoxLCaMwcYAAAAR4Bnv5q\n",
        "RX8FKtQ/IHhETLIFEHWgAXuYGtyam6PbenmSflBZGZ3Nc9lCiU5XjsZTceowTdmwxuOnkr+LFo/6\n",
        "YUSt3qoNiQUAfkLEfjBdHXpSWpTWtEBkIojlgf7YIu5DO3XyKNay+w3EnR2yjFZvhOI9XgON1VbU\n",
        "Ws7ymJKSujH5wF6i57GetaxKpYR1PUZJp+/A+mLEoubFncHrBXS73Y47P+1bqgRkHEJfJYV16pQ5\n",
        "/Hq/KdYw+VFqpz3nDTlUXBj1EqQwqEW6g62awwOwfHFCvRcwlMCGc6OkAO4yt5o1KiKlHksiWL5J\n",
        "KSOChMTaPq1+PiNFgWfHrlgwmulevyMTut54yJ/hO4ZdDfZhwxv2YOuyM7XPIiK4PHVsdANmAAAB\n",
        "YEGa4knhDyZTAiv/AAmyn780Y2hKYVJlN8CwYSieZlGJie0xjAI+vs58LRmR38+bHNg0wFf7xf+C\n",
        "IPqwWEgSoft4r+n13ohiUGX6Y+fYyD3tCVoKvRKb3IjzdHz0ZxPcynbalU3XVF8hxIbnNBVkb4/e\n",
        "gsof0idAwYEi55Wp6RHf30ZwgAw/FtlbaUZzftmUcwzBzjlJHv9ODmLa4Jicz+LesSUWTrZvoO8E\n",
        "PUBW5m7/jxXtDNerXqM/mNBDuNwmjoV+LZwJJtH5paco6xgEE9Le92zdU/xm3XnZcdL9DVMUjyBD\n",
        "5ctv8wEWPDS63uYj7QKPloRilbhNcQH+JT33zNaRNUHHAcG8v4Fg5nVEQyVUAtOEdYTMqP4AOxRC\n",
        "fVcoIhUI8H+/w79Nl9Cako876R38rVHb4mkQjDCf3Zg2r9POfwWXm1tgSzy/aFCjYJLyo7kIuqyM\n",
        "r5Pd+XmScRguXC8AAACyQZ8BQiv/BQFfMxLJmkkfJo841cFc8ibKxmr5s5qvgNAxdcIlD1GxR6KR\n",
        "k6PidqFICJJHp3vLbOdqnczG9pUJBQcKuwxcXZfi6wnZbNk8wiOv4OJ8XgsLQg+/6LH95JElr48z\n",
        "DmOMKc0kyTCnBZeBtzN89UI1uAV9MCZR9JdvMG8Ee9QD1KMJm4lRRxZ8FaEDxGxdLWHR977h95QD\n",
        "dDirMVYNe9leIAcJ1D/CQMWrzRgiIAAAASkBnyBpEV8FGXTbLwzdwJ6TDjcJWCQ5kfmQvFJjIVLE\n",
        "jeYbK1VC10f3w71c2Air8Y+h9YNrC8/4rWIDOpSRkzxEySZ4pZi8cPbRwNTsniYNnpcNCZXOYwkm\n",
        "yh4OrrqvhfFVo8+6drXI86a/R79rpSVN5JPyXpcI429hqNF1qfNd4+AwLmz3f8Zscc6ZlCQZN4JZ\n",
        "ISul/D/wv77JAMaS38UuqAh3iNi1nwcjasIGG06WYvogUMjANzuGN6erUWeRol2Ts0g46oHqamRq\n",
        "pmKDWUYn74bP0byGXzKuITkmz0u/aKGvU7xT4rnjI+T9Dpu+K4UAZbVKcRehDMlEL2Q2FLbH27Kj\n",
        "oSle6ujD6m2E0x55WNnEQBfRnB1+ilL5WponKJyvbtKonGz8MmEAAADWQZsjSahBaJlMCK8AEuz8\n",
        "103WmcWM6iQAo+SIApNw+YZdId7460rwW9y60aRWgVs3LoRqCNBgSLi8MO8cv1JEj9wN7KjyTPeI\n",
        "mcrZFpxFUyqZt4TbrfYd6P71VTt5bLfPFRXnJ5wXg+SUFW0etRifRvSNk3lJrSPfci5UpgUSbwob\n",
        "zYv3gT04RxmB0KetLHjh2mmIitmK23J4wjhVnFEawo2ZtCQ+Ca2Gyotx+RFUrB+vrhidYWhMf3Ud\n",
        "YEWIp34DQAng7qhzk0kuKKlvFnIEgObkVZHIjAAAB95tb292AAAAbG12aGQAAAAAAAAAAAAAAAAA\n",
        "AAPoAAATiAABAAABAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAEAA\n",
        "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAHCHRyYWsAAABcdGtoZAAAAAMAAAAAAAAA\n",
        "AAAAAAEAAAAAAAATiAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAA\n",
        "AAAAAEAAAAABsAAAASAAAAAAACRlZHRzAAAAHGVsc3QAAAAAAAAAAQAAE4gAAAQAAAEAAAAABoBt\n",
        "ZGlhAAAAIG1kaGQAAAAAAAAAAAAAAAAAACgAAADIAFXEAAAAAAAtaGRscgAAAAAAAAAAdmlkZQAA\n",
        "AAAAAAAAAAAAAFZpZGVvSGFuZGxlcgAAAAYrbWluZgAAABR2bWhkAAAAAQAAAAAAAAAAAAAAJGRp\n",
        "bmYAAAAcZHJlZgAAAAAAAAABAAAADHVybCAAAAABAAAF63N0YmwAAACzc3RzZAAAAAAAAAABAAAA\n",
        "o2F2YzEAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAABsAEgAEgAAABIAAAAAAAAAAEAAAAAAAAAAAAA\n",
        "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAY//8AAAAxYXZjQwFkABX/4QAYZ2QAFazZQbCWhAAAAwAE\n",
        "AAADAKA8WLZYAQAGaOvjyyLAAAAAHHV1aWRraEDyXyRPxbo5pRvPAyPzAAAAAAAAABhzdHRzAAAA\n",
        "AAAAAAEAAABkAAACAAAAABRzdHNzAAAAAAAAAAEAAAABAAADMGN0dHMAAAAAAAAAZAAAAAEAAAQA\n",
        "AAAAAQAACAAAAAABAAAEAAAAAAEAAAAAAAAAAQAACAAAAAABAAAEAAAAAAEAAAAAAAAAAQAACAAA\n",
        "AAABAAAEAAAAAAEAAAAAAAAAAQAACAAAAAABAAAEAAAAAAEAAAAAAAAAAQAACAAAAAABAAAEAAAA\n",
        "AAEAAAAAAAAAAQAACgAAAAABAAAEAAAAAAEAAAAAAAAAAQAAAgAAAAABAAAKAAAAAAEAAAQAAAAA\n",
        "AQAAAAAAAAABAAACAAAAAAEAAAoAAAAAAQAABAAAAAABAAAAAAAAAAEAAAIAAAAAAQAACgAAAAAB\n",
        "AAAEAAAAAAEAAAAAAAAAAQAAAgAAAAABAAAKAAAAAAEAAAQAAAAAAQAAAAAAAAABAAACAAAAAAEA\n",
        "AAoAAAAAAQAABAAAAAABAAAAAAAAAAEAAAIAAAAAAQAACAAAAAABAAAEAAAAAAEAAAAAAAAAAQAA\n",
        "CgAAAAABAAAEAAAAAAEAAAAAAAAAAQAAAgAAAAABAAAGAAAAAAEAAAIAAAAAAQAACAAAAAABAAAE\n",
        "AAAAAAEAAAAAAAAAAQAABgAAAAABAAACAAAAAAEAAAYAAAAAAQAAAgAAAAABAAAGAAAAAAEAAAIA\n",
        "AAAAAQAACAAAAAABAAAEAAAAAAEAAAAAAAAAAQAABgAAAAABAAACAAAAAAEAAAgAAAAAAQAABAAA\n",
        "AAABAAAAAAAAAAEAAAYAAAAAAQAAAgAAAAABAAAIAAAAAAEAAAQAAAAAAQAAAAAAAAABAAAIAAAA\n",
        "AAEAAAQAAAAAAQAAAAAAAAABAAAGAAAAAAEAAAIAAAAAAQAACgAAAAABAAAEAAAAAAEAAAAAAAAA\n",
        "AQAAAgAAAAABAAAGAAAAAAEAAAIAAAAAAQAACAAAAAABAAAEAAAAAAEAAAAAAAAAAQAABgAAAAAB\n",
        "AAACAAAAAAEAAAgAAAAAAQAABAAAAAABAAAAAAAAAAEAAAYAAAAAAQAAAgAAAAABAAAGAAAAAAEA\n",
        "AAIAAAAAAQAABgAAAAABAAACAAAAAAEAAAgAAAAAAQAABAAAAAABAAAAAAAAAAEAAAQAAAAAHHN0\n",
        "c2MAAAAAAAAAAQAAAAEAAABkAAAAAQAAAaRzdHN6AAAAAAAAAAAAAABkAAAWIwAAA5sAAADWAAAB\n",
        "HwAAAZsAAAElAAAAygAAAesAAAEuAAAA3wAAAiEAAAFEAAAA9QAAAdQAAADaAAAA8QAAAp4AAAF2\n",
        "AAABGAAAAQcAAALAAAABSwAAAR4AAAD6AAADFgAAAQMAAADgAAAA9QAAAmQAAAEgAAABCQAAASMA\n",
        "AAKRAAABAwAAAPIAAADOAAACewAAAN0AAAERAAAA2gAAAnUAAADAAAABSQAAAuMAAAF3AAABCAAA\n",
        "AQYAAAHxAAABHgAAAqEAAADbAAAAmAAAApoAAADmAAADFgAAARoAAAIXAAABJQAAAs4AAADIAAAB\n",
        "CwAAAsMAAACxAAACUAAAAPAAAADkAAADBwAAANoAAAKxAAAAzAAAAOgAAAG9AAABSAAAAKwAAALK\n",
        "AAAAzgAAAjUAAAFPAAAA2gAAAQMAAAG8AAABMAAAAwcAAADGAAAA2AAAAugAAADqAAACOgAAAOEA\n",
        "AADWAAACWgAAAMMAAAI8AAAA8AAAAVQAAAEiAAABZAAAALYAAAEtAAAA2gAAABRzdGNvAAAAAAAA\n",
        "AAEAAAAsAAAAYnVkdGEAAABabWV0YQAAAAAAAAAhaGRscgAAAAAAAAAAbWRpcmFwcGwAAAAAAAAA\n",
        "AAAAAAAtaWxzdAAAACWpdG9vAAAAHWRhdGEAAAABAAAAAExhdmY1NS4xOS4xMDQ=\n",
        "\">\n",
        " Your browser does not support the video tag.\n",
        "</video>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 5,
       "text": [
        "<matplotlib.animation.FuncAnimation at 0x11314fed0>"
       ]
      }
     ],
     "prompt_number": 5
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "fig2 = plt.figure()\n",
      "\n",
      "x = np.arange(-9, 10)\n",
      "y = np.arange(-9, 10).reshape(-1, 1)\n",
      "base = np.hypot(x, y)\n",
      "ims = []\n",
      "for add in np.arange(15):\n",
      "    ims.append((plt.pcolor(x, y, base + add, norm=plt.Normalize(0, 30)),))\n",
      "\n",
      "animation.ArtistAnimation(fig2, ims, interval=50, repeat_delay=3000,\n",
      "    blit=True)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<video controls autoplay>\n",
        " <source src=\"data:video/mp4;base64,AAAAHGZ0eXBNNFYgAAACAGlzb21pc28yYXZjMQAAAAhmcmVlAABYBW1kYXQAAAKgBgX//5zcRem9\n",
        "5tlIt5Ys2CDZI+7veDI2NCAtIGNvcmUgMTI1IC0gSC4yNjQvTVBFRy00IEFWQyBjb2RlYyAtIENv\n",
        "cHlsZWZ0IDIwMDMtMjAxMiAtIGh0dHA6Ly93d3cudmlkZW9sYW4ub3JnL3gyNjQuaHRtbCAtIG9w\n",
        "dGlvbnM6IGNhYmFjPTEgcmVmPTMgZGVibG9jaz0xOjA6MCBhbmFseXNlPTB4MzoweDExMyBtZT1o\n",
        "ZXggc3VibWU9NyBwc3k9MSBwc3lfcmQ9MS4wMDowLjAwIG1peGVkX3JlZj0xIG1lX3JhbmdlPTE2\n",
        "IGNocm9tYV9tZT0xIHRyZWxsaXM9MSA4eDhkY3Q9MSBjcW09MCBkZWFkem9uZT0yMSwxMSBmYXN0\n",
        "X3Bza2lwPTEgY2hyb21hX3FwX29mZnNldD0tMiB0aHJlYWRzPTYgbG9va2FoZWFkX3RocmVhZHM9\n",
        "MSBzbGljZWRfdGhyZWFkcz0wIG5yPTAgZGVjaW1hdGU9MSBpbnRlcmxhY2VkPTAgYmx1cmF5X2Nv\n",
        "bXBhdD0wIGNvbnN0cmFpbmVkX2ludHJhPTAgYmZyYW1lcz0zIGJfcHlyYW1pZD0yIGJfYWRhcHQ9\n",
        "MSBiX2JpYXM9MCBkaXJlY3Q9MSB3ZWlnaHRiPTEgb3Blbl9nb3A9MCB3ZWlnaHRwPTIga2V5aW50\n",
        "PTI1MCBrZXlpbnRfbWluPTIwIHNjZW5lY3V0PTQwIGludHJhX3JlZnJlc2g9MCByY19sb29rYWhl\n",
        "YWQ9NDAgcmM9Y3JmIG1idHJlZT0xIGNyZj0yMy4wIHFjb21wPTAuNjAgcXBtaW49MCBxcG1heD02\n",
        "OSBxcHN0ZXA9NCBpcF9yYXRpbz0xLjQwIGFxPTE6MS4wMACAAAANd2WIhABX/RMAAx88Cmx3J9lN\n",
        "YYNBTIDJjDlTXMAAAAMADRYLBL2jPeQ9fXR4fu5ui0g9g1+djfqQ61BRrV4eCt95jmxrJDDrQHsc\n",
        "FpAAi4AK+Y5B3e1m4Uc8nX6PEOYW6ZRt4by309po0JxOtP6NiKvkA+lyQAPA1MI7TjHWlsnIfzmx\n",
        "dtL7rap/Dhrw5s0zNTTyE5T9n9Hx7nB/po8r8zQBc67VVw3ZG4nl8Pyhx0nODwENt05OA9CyOC8X\n",
        "cADFLK56IoTrlUJW4kOsssg6HyyiqRuwdumgh5glUgP8d8NHGko4dq8UF6XH1Zg00oVaz5XK19PO\n",
        "1opacDszhtGyGOtg/4BDmSxs2zDymr5me5PNfhDg0mz9Nh4pVrqGJFQrBG9Wo90awMAMiKYeRdH0\n",
        "8bdaWZ9qiyW+5pL+hPtJEnd6VcW0Q2rRpP2+PmHEKNQpeykkjDKv6k0XaDS/A2ExPdCRLl88/Jc2\n",
        "VQ74dqCZifWMJJo0vBA+Hy+LMHsrDEAkvklfh06tG38YubS4206wYFeYx8XJ7YzRI9Ka9TeV/TGo\n",
        "Vbbup+hKje4s2sZdhhS66GvAhI0KUkxSiu83Adc3mHqRtW5w41/9QAE4VnBMFrtSwgj/iKQfeeqj\n",
        "2h5Xum8yYPiPCjN6aHwYByk7Ek/+RKQupf3Z6fUQE6jB/N58E4KrDCUb+8pH6OO0QxyOw6Z8MFDS\n",
        "/SCE6Co8E7aOsi5ycBv78DY3XHz7BhbaCjVS/fUO1c2z+l6koUGPYwVYUOjwqGxsdTU31cb7Ze6F\n",
        "ljPlN6wD2zaoizzqdwV3klahBhVivC//ooWSoJj4vZTyo4JK+sWx5miO4stOm9upnWXPdMqGd5Gd\n",
        "wG4acsWRI7CnNNDrRDFjn765yNvnXv8rdXsggFk4sfVd6orOno+sCk8g+gPj9CtBoFaTeeasdw8C\n",
        "8/1s9g+qltnMmo0LIBQ9mZ3uIOG9IEHXtcLGg0SuJBpOvE74tcUYexDmOrQ6tcn/YLyI1PyqBuWO\n",
        "NDuW+JGpYs3oPILoWcN54OJqJ66479xtQApGUKjrslg8tZVui/ZZ1GGOR+/LqH5yb4p43KMw/0I4\n",
        "YJVMRQwJYi6Ins0KbyjlcgQahVr0ib3BgUwl1EcygT6xAEqGo57ezxIlcaNp9Q5SDyXEhGLyULRX\n",
        "3xH9/HsIcipNrYYDZVVSjErurVO5IlGdzeXiC9YSCCUlncdrowgSZFo6whaqYnLKggspHViPZXVd\n",
        "zibCwrJ5hSPfagqzi41W8Ghq8eFqWataEvJGJ1eTWrt1zTWVy//L8zSRjHnms6QoM6Bwjd3qRuqa\n",
        "XSltlIJ7g6kY7YcHPHjnZBpOSn8PiS4NHl5+QoxzIxtKtzMEjnBpPIiAk6pcG1MvB5oh85YP3Zqr\n",
        "VeIzp1m2plsJCAUyXed0hlmxb8acd2UvklkY1fmMnAF/jL8OOX4+Sc8MVK87qREz3KZJThkfscV0\n",
        "SmZZ5RyY+UFG+rz7C27Nn3fZ7XifRTbeKi1qSSx2woVTKtgE6LcuU6eWU5er7O0fp3bjiZpiHjmu\n",
        "wS7D0aXVYHMu1elcFlptfb5mmf8LZWpVWNKPSEZGqH17y9U7jiHNFvT0UqmegsYGUBKnUXDJy/07\n",
        "FTnK6mOmMZO33RbkUmMhbXO90iIqzsDBMmvOL6a0tfsnvoH1yoISUxkVPNSiob2GE1RK/zJJ6jwy\n",
        "Z84iyyTodrz0L6QJb4mmqCAiTuDUskF91qXjhFzaqxMkN92eflUsRBEpCrAWcwk9K3GuZLeirUdW\n",
        "B7XANeOYRmH/2dPwVqV75XAURtM/h4F0C3Fsz+twyOk+FwnTCEcQGkA26q0iAYZnKLGL6IiBF99l\n",
        "OAL41LV/wi1fSVW2zQaNZLw5k468VrB4mN6BUVDYoDeyPSnDDgcBT4EpomLiwA6PYe62ckIPCDkz\n",
        "QWnia5e6+fnPns/uQktXWwrmpISVDQi6czYqMkghdBiYuzKf+hkoNoBgAC59SBpHI8pc1G89eSqP\n",
        "2PJEN6+u1PQPfp0jmTE1acW4mIiAfI1P35jWrA7Zom+RWgHuF0BHqjQugeGFIoT7ydFo84Cbgj4o\n",
        "WBz2ajINpcp2SLE9FSC0+X40Fg8gx8XEWBxY0S2iUqxwK6Xx59LWFrtcumvoqcBLHlw19s48BMV2\n",
        "N8puXV0J3chK0T/sUK1IQs6X44LbBDgP8mHyqUXZ0r0GLw9A8cNH1XUW+8TGxPH5ww4P5Ma8M79g\n",
        "+7jRtd8KN+X/Sz3b/MgWBwEFGwtNc+ayl2rlHr42CGNzkygiuPimyHp4ri+MA7ClJ4VObEDPmKwj\n",
        "5rTwqigW1/2SGGMXw7jYVAWb5BLjpMEXyzWg8VSm3cksv5znrVrFBK1ZvYQAiYWR/LQff4+wlePl\n",
        "mM9Xebxx4LHEdCQiWiTNzbR8HO3Fqebar91tT8jUfNvQtVuraYJabRvFHD3p434fmQ8v0rQBMqzR\n",
        "aXGj6cl+eeXFlldWqx6Ybt/rz11Z6YKHAavD597cCYyBGE3L4R0RjUcy7S4VqAK2RCJIj5pHIrr7\n",
        "tFSaswi/eqoaEnt7JZVPkh85PEUDIzJj8VLf570GRCPql8jGCTIXIA1Egvmi4FErlSyVo0fItIpa\n",
        "5D+HUcAp2mN9/biJt9KX7tYS8N61BkT2sVF3vPfBi6lpkqf4ypxEMC8Ql39iV0wkYNej4Kdd1g57\n",
        "2fGtJD4gLa2jQWNXuezVxNkGhB40+C4wnd8RYRFMj/cAZ5PoIPj+zWUeZb9jQ4BbAK+oSQ43O2s1\n",
        "p/iOAP1PSWj6ondak1y7Dz5goZGPdHwWjtRT++KfjHxXRM3vVYxSOnGw0LNhTPQaN1nReWv4zNHC\n",
        "DX2g4idluEHkI2oyYVla10uFu4kiNnaRjduol3dy+l1jJROysFxTe/RTG/aJIMgH7IcSOfzY3+gH\n",
        "tXaecI3j+L7mxsqTyI0zSrtfjhvlU3afLnFfSbs8EYLy1Hxm0CiznDFVcpmsPthXAfckRQ5uoiwr\n",
        "w0KRxfDyl2DkiBLB1b1t+v7VHYXLbvFl+4Q6c+Z4sxKE9hUvSp7Kb1XD8r06n+RnNrXBH0feNM5V\n",
        "yrbiG68DDo0C3PPMznrFpKF/MhQuifx3n8dPMcmEdUgHYN6Ve06Ec2rDqrChnup8reVGhLR6YxE5\n",
        "+GkF4VjghhlRqxY5YQ3wDSP/yOYdSOJeL1I9XvyZ2+FhuTyqy6wNm6tKay2/uAZNYeodv6dOPGHQ\n",
        "r6XgjMo1hOHjgF6J0S+KUf4P8xNtXoAfaYlK+OH7hn/uO2FSbQcxo1xjcwSYnE7Wy6Jdgvusx/mA\n",
        "G0Kdmu3LyvIJs8sl7B1ucUSEM19uK82sXWx02JT76sz7uFL8O3ob2WqYwK0dZMz/3lOxefs7HKbQ\n",
        "Xg44Zy9MWYWrT/VQCfghT2hVZR2gB8oeh34hOXKWycSNxgmhQOoOrrgiIvAFWW7OBNHI6cLNgSw+\n",
        "hd6bAk9Dg7WT4VmKFMBIJ18P2cp7Pv+bVIhkn9Y2IZba9KKnEpGWeA13zzmKuj3eeD6TQCCw8vih\n",
        "zy+bBcfNnSzZyv7R5gN59oziYSl/TRuu2PIal2934xq8ssolNjI+rzHVJIsasSCjDdUybrgFbvDi\n",
        "tHGdoqeFuwzAxLkB+nBnVeTJTLaVMVOPTQ+vNzcPoqMrQNW8g/ec8VDl8AiUloi4QmwSyfjbsZA2\n",
        "eubAjZMPAWVdrVZgMnrt4R83Tkp7uCdtpvZv4RhmLrJWCpkH1l+eh89edg1IxCCAPbw+h+UoTD03\n",
        "7TYAzPp+FpHVRDh56dAAkimY0172trvgONb0ZCnzwGwP/QhcH9f67pp/Ukb9m1Qau7WXL1XhO1Wg\n",
        "uPVQedKyoJ7qYU+dHJZ3fSPZYgSYgDBUGbKR8j1zA47ZiXO0WuuzlSNp+pA7N8JwUM+aGfZsOaUs\n",
        "eAInbnnihZNGyYD7Gh6oQ8Ndgk3CTK/T+7BhtkqsPmeuGuPKCiD1pKcdJj/J1xn4NBl1hlCkSNqc\n",
        "gzN+QE5YuRh/v0B7TpslTLW7VBwNh7yLCQwrXFg1zPvkj2Z9gTYFtdeuM1U79LCKFMTToYZHf6pS\n",
        "rsPCzX6l9Blt05EjSCYdKNH+m05m+Rg/3nimf3G+9LCW4ZPE08TRy6SxOmv/hJYCGD2GMiE6lql9\n",
        "jWWqljVLbzqTiR0WQObDxsVCGGRQ5nYjYroGarZ7wG8tGzPx/xioJFp2h/xZgZbI46nLf/505lTh\n",
        "b8VkQB8o3MDY4eE/ukeP1J1tmPn/tWocc3jm4nNK3BipbrV1TnVfb0g3gkPbF/+D//GYi0l4RCBf\n",
        "fbXS56xsb9vBbTLGboD9iY8d0jyMPayNn/6rxfndvDpebcNY+4WOYY2Y2sdTBVEU7QEc8Let+xab\n",
        "wgq7Zi5Fwvm597WqCW80h0JX7vJSLrSO7Dtvhu0T7tZd4KVqB9QA1lZfXiV5PaFmOzTh1YZYXVvn\n",
        "cSmc5hGX+E7DrK7b5jH5eBKL58KICm6T72BQ4dwfLds4LD2cvI9GtHHLFQW9fjYC6c+J/6dli7T+\n",
        "avrpkjbPljNjI8zyWrj4uAauBHLHxJqI4kFgBwHDXgoev2nTvg4amN0XnEsKEDmrLqdI5ewFa8eP\n",
        "H+mtsoOjDAADXwAABzZBmiJsRX8ATTAmf5lMf7/d8bq9qW2aowvtFCOeAVExtEeawhdQAA+DdTA4\n",
        "mqhpJgj5m7AnBU+Ckyy9L98vXlfwboluATkNVIeIhHNyYWrLxCrG1icsLJYn3duiffuMbCM/tcxh\n",
        "RWEykeI0R5eX/HVODK2Ft7t/DfoTg3m2purB35RjH/JZNau6tWn9DK8xBUDmvisUrXOMzbcvLIVJ\n",
        "DS7KSFE6YX/a3+kcXDsjkOAmDgh9xt51h32htt7xSB4+mg2q9IgHdxBhHa6QPn8LapeEp5xSPJeX\n",
        "zYKwLwmx4fmLrlF2e0qe104Y6a1LSoibLgEFvSt6SdUnW0gP8QtSsvF0qjJdsUaBxBTXcm8SoE+5\n",
        "BKImrA/sSrfB8KCLFCffj4E/pBCdmO1JjztdlspnD843E3Rop/mErTjaKZ3bHSEdmrac5Iu2N4Xe\n",
        "ETqOU/9bn0u6XX9i1g8ns/IMRfAc96yCkv4YUSZds3XiqdcKQxk8m3i200NmQcRXWJ7TuZJHRE+J\n",
        "qbmtKJKpJHHRZfy6G8dYRV6MxIGadZcu/owG/X3wlnJhRgvONl2f5QoMz/sJarpUYpPxh8f8MMZr\n",
        "ytsCCT+UZFJXu1tAAXYYbyIm+9cQSi6TBYma+LD+Zfa7Rt6TDewcpQPBKjw5nPNHBfOxtgkWG6Gl\n",
        "8L4HZ/GB2IJ3Y9yotfshHEZdWLl5M9ppNw8GGKkx+yu7VIS12i/Ywg5vK/2O2twjcDS5X3R5jg0p\n",
        "8CeD4Q+f90/hDR9GrQkN+O5/s7KWQTsbJRFiX3Zx+bHvAr/QSG0I0lRsqadX3NFX9RWH0fO//2c/\n",
        "aADW4qMVNFbbdR/MLgq9TzjE9P5ie/TtpY4pnnA1zTcP5In9fikWrOqPCG934ILp/6DmDQ1m48nE\n",
        "Mcp/WRiOJMdsxrBv87VLN64SNqk9Oc7VrDUIuSlrquKZpdX2t3Zgaaa2lBIkI7iVtDHQcycFUYpn\n",
        "NVZmXjdPS7AXEjh2f3opd+bXXVUYHegANlvoQKajkrl3wy+EVaNfNSUDIldlxfYOfkgQ9PX9BPgo\n",
        "SHmc4s+aLLccWXc9/91Rw2AYf3P7ngo/z/M5lOKeOJZUXF/WlqDkNeMtkUScs1bUuYTur20vURmf\n",
        "MCYG96iO/jBqHbT/QP30lv+6NjKFhXPJwGP2kWPDQYN80BgvWNEsDrI2rV+t36RnC12iJol3Po3r\n",
        "7R/jWtx9IVtXrBKgqXhwv4TtOWQAPQ/eUtUzMICjbDxi2ceRwDDY+x/qczYImxvq0eGCkX7UzXKu\n",
        "8lc9motxwwcAguU+mxICzsCuubqPxYtJBJDF+U0Q/IYujiVuU2muZIHB55junjIyP7ih3lXs/oKo\n",
        "OYMDrx85bCVkXngBMPk/gX+sOe6YAzP2O/nZnw1dFVhX21iqRdiy6o7QIXDrnAoPkpeimyIrGY0y\n",
        "A84xYDFVTNArWLv0gocFkT2rT07OxvbRgb/Wklxw8xde/TDU+f3CbcTTik7iC4UEjgJseKNB58+n\n",
        "e3YWanByNUrRjlu1oZy6DHvKwfacSrM9vv/wExgtHGdiQmK7TwDRBEYH5bD0nn6ra7QLGfQRSEtb\n",
        "n4t6+mnnOmslMyk8aV1t+RvpiltCNhRxsdDmHtelK0/23ycVXWWigAN2bKxn2OzQISxaFHoS4SEX\n",
        "gQA9HaPisKU2zLQf/7ILD9J1dcovpWR9i9QWKA0YOinvW3Uuq8gW4Ltrmpc18er6xptAhuBQhpuY\n",
        "PPKMGVT0rde4SFKxQWpHaHTvvdiXXhOcMbI2FCylP+MD4ApgFBIhWxxV7SYA4dLXYJxfiLCt+e6I\n",
        "umHDAUAI9ZzTFpL/PipPVbOxrzO95Hi+tZcB6BUs7hINq3zcoxeAN9Ro7AnTbshd8UAG9nmvgOSW\n",
        "QYYeaz36Rk01qu1kh44LAgW5mdmKykJbYCVcNNHWm0pgMNPrRlXYPdD9Yu0w/4vnYDi/RUaid4BP\n",
        "FsLc3oWDfMwX5M0Qo0F2x7Q/bjS9hZyP2PftZMyvYi82JEcY7MoJazeXmVW2kjrh6UMnVDPhxSXL\n",
        "NnmE6x5h+VE2Ddhh6AxD1KdmOQKUAeI3ACQaYndTRzf/h20wvcUqgqjzYG4tip5ZS6JAj4GzKTye\n",
        "q4wOjTV5JXMTezDKk4Tn6CvKKRC3wbzf7RQGIUyxoyzIEKKxpVF4VEF3uQV6o4DZbLHIqCjLamd6\n",
        "fTFFE3J2A6kJn5NDytznC1fJu/B2Xmg9KudwTHF5lgEbSHtPfJU4PodnqbxTzrkBehTcXR/aDWWq\n",
        "G0o5XJ9DYkgMPjNy/ypf7SwUhOHLYmt3MdQinFuxHIulnvzT797FxPWQV6909FF+/aHzGvsiELBn\n",
        "xpqdGetaVfgLOX5wgXIB+5CjsS7sTsMzBdjKx8QMWXzIA8+Tbzvuf3XDYn4a5v8JUKlGmtCE+1Jf\n",
        "w2sOmBUQTG75gxM6VX5WJSFEifM9sp0TqPhl2S4gpopJ0EXwAAACbQGeQXkV/xNqU0qz9TM8TBWB\n",
        "a5C7FoXI5NbZCHdhJ3R8pmSOqHpGIjG0wWOQK44NgpmGYV7JZ9dy99Zd4wS8OgeVWEmz9R+HAiPm\n",
        "WFQjyPZkdExwOf7wb5Tr6JS4Ooh9/ShacAJYYOaE+PbvkhYyRZXoBDLSriM7RjeglD7UdHPVxOIV\n",
        "2eKsOTGh/wVUYzcXNILrwh1XAHCUGXLbQ1GnrIwfJSu0O71zngb9omYmJe3LKY3zl0qQdRDsbnRN\n",
        "PbtZt40sza1pCbvwOlMa/2N1YEDpTB07O9EF9cMt3YLqloOdPVS2MsFbJAgnhuk7bEbYx4OuUqMp\n",
        "tCCk0815BCyDMYISesT17waQgMycgpnP86jtRsCRU8kxdMarhg+efEGLCLLrorw2D09dceREkn36\n",
        "XIJ027YhTza9JPcVyJvoipub0WSTnvKKwW5BuLI76cc7jn1v/+6+Tylmiy8VfXFWL/UUUavcpKW8\n",
        "c8ZVHk0MrxiqQtXWSiU3ktxjkszF1FSZKAPvi6oAsNhTDHAYZZuRuNr55i77ES3T0y6cQ6txacRb\n",
        "3A034wC1+IkTzQ0/xy9mQAQGh9l64s/LLqkW+PGRwNWo/OpvTljR7qFoW9s4dsjWzrWk05n2qHyd\n",
        "JfOAOWPWqU+bkdtS7LHCeWDitCxkrjmZzOVa0gtuwDYnks5enXPOa4aB9KY0ojMzM5HA0D9uieFh\n",
        "hsdJ8kbO/iaaBbreupc74dNLw3taw9fz+JVbmnIvT7AlRE3VsqsGPFB78+Ty4HUPmi1fDUtWNjd4\n",
        "3Md7OLlHnQVenT1WkLb+yAdip+alYGMi9KGt3Vzua3S0QQAABe9BmkM8IZMphFcAS+OfzL9rlP72\n",
        "inkxEShN1EoAj61YLjPSL4yhV2ASIh9VzwcCLpbYxAjJ7iNocMIzhw1wTRRiL6yNZAdVkZ0iB7Dk\n",
        "C/mC+nAZMsCbylqGs+naDsOFf+BR23Wc+3ZDp9ClPzyIrMqyLZ7y14PTTJyVE4b6/kfqBoEE5PjH\n",
        "5Kau/5j8pv2417/lqve/t4ihzCnHQfn06zAcn1gZdzPX7aA3lX14CtMJna+XtXj/OzeXRqMhq+PX\n",
        "8FJXdS7ceBuiF88uWMvQmElB0OVbefBeZVdG0+YijhjJN3PZ5pLlg9IFqpT9584quTISj+A2Kjn0\n",
        "3OBQG5FQzvSBggz7cNk3J46GFcTGygcP/SWcOzxcDBxKofhzuD0zMqU25qiG49PINwKVDUwNMdzN\n",
        "WHgRsuLps/19ZK5KIUO6nKzVygtopoo6Hvw/dOcXT7+2yetWm0Zua1L9fcvgrFmHwMcsyrXDz3w6\n",
        "8y/eSNhbxm+oNCRAMO3AicGaBky8gKwHDZq7yq0TtvHFbf5h23CtQ1wHWByGYz0q9FCbPVhagQOt\n",
        "PTyPOgW2VTJMvxQHCX1tVc/2Bot2eStWI3TGAhoShbX5mtuZSfU5EV1HFxvyhrA7uteAxyF9mMYr\n",
        "DTmDS0dppgseg2L0Plu+zWoR1OTIcI9RiT83uEOBe3wuQyWQVg693VFsbnYFhppjSw/t1RWwe9jX\n",
        "p+/RiOsMwvv4/2XMxJQ8xEFRK+0UyewQYRUS/cwv6G+4Rm3tehP2kfRopu45itYSF1gT8qbUC+bc\n",
        "MckTAO9k5FDOLH2EIhW2Ts1lEhudjzwXJM6sBi2cjybdxLRXMjZcOEtwTFRplvnopIv4nmKJG6Ka\n",
        "YShx6Vyj6kjoU/IySaAzTwc+pOoKeAqtL5oDM6GunhNhtb0GRvr+etW0J1oUvFEWxhv8c57jFKLt\n",
        "iPZZFeTyhEYlAyq/dsi3BUZ8ooVGFTkWH9NVDgHq/5u1gyge4eJp1BxxRbIE0Dq341H1j6QnWd6Q\n",
        "07Xh8CY6Qqa//TwrOBPFeGU8tWdO8JWpgee7+I2GfcC7x24i+1YP/ZZCwjXQQlZa37Kd52ZFRCqF\n",
        "rBJcOm+s3moamWYjg5Y8+3geK8GUPQC3t6jvAs2uLuXkCkOV9QAxsfw5HeECfY9wE2pcxBw1TNwY\n",
        "63lUnxzGiKlXWhvNcbHESsjOkYs9HV+dFJaD6a59dv+nAyKy1WKrKKPV/EVcfHNawO1Xt07Ix8+M\n",
        "H/JuhXJOnWyQxLyzhm10sBi5TO8eMvq/SQzgmpuG+ffE7R3bIyCnzhS0YECh0SXvvkBO4wBconeL\n",
        "DU/8UVNKmAjHkjDhFDqXlum8rcsqGiSQkL6MNoFJtWVTUQmpAavcduvemx3Wzg9EfbWB5K9d5+rY\n",
        "paN9Im0BE1KWi0k8p7sRrbQzmBsrrMKd8FZc3GivJ1wDTUFe0ZCDfcRNL2m7PyYgzK1l66X7GcAd\n",
        "RXbteuJUWJ16nLVpjOurLLb2w6d6QShaVS2PsLVpFy2BR/fyhCfnMXhPal19ibtATWCvRMAGuokJ\n",
        "2zP/snZEn9aTCYVXXM+bqXxwTQCbcNQEsBQvT42kj1Lqj5xGFw+LCIzWplgd3uhmo/WLJglfXH0f\n",
        "sVGO60yWU1ILZiui9vDDhx0r0tfbkF+wQZGE2TC67m/30mge9u/GjmHI5f2LIOKc6JbHfBmtQA/U\n",
        "nc11gfRImH40jH93OvzJbFcpNE6fPEbqjT3Rw/u1YXeQnEtw5OZmPtNYfjHULi5XA5Ks589f06nA\n",
        "CAfGh0tt/X6vt1pECIH8AYo/aIjp9mMvQLZEOHBqrvGK2CwhEUCoXyqPo8tLd5nqCeoyqX5ItJWi\n",
        "IjH+ibpBJlFXQvOxlZu503fpVIjPHLHZPAFq/7r77ES79d63IDNEaFqOqTxylTAG+NL32RFpEoET\n",
        "UDc/ZtPTkaq0I6z4maAVx8w5kix/VDlZdyaMso95Rog13fHbtfYXJlH6B5ecSrhwthDfuVkWIpkH\n",
        "iUZpSdRVsjhHEZzfi1moBi9eAAAG0EGaZUnhDyZTBTxXAE0tb5/Zt//RBXwlTQCW844sa0TM9fx6\n",
        "siOAI9OMTG0SAaNz4M8bip7fEZ3DYAw8iikCN1RRcKTUD6qtvhL7c9BPj5mq9nrQXwBrm6Lk5mjL\n",
        "cJpX9h29ZQC8oV99/wdb3K77RQgzVcA1IspIU3gb620VWUXMGsmfK+qRYmpYku4h8y1iyucfWdIl\n",
        "pEcrG5VYukRxSeWzFeUtEdc1ZnKk27Ju0a2aFePkvFCP7ET96zpRJSiGAuj3KJ9CEVI/AMYcS2Vf\n",
        "jkn2jNt2tXOahj/DZ7p9X/zz8Nk0kGtDqUtxUOGZGDAtPapJE98DaC5wCVvjNuzBLcyhoXWplT35\n",
        "q9eli+8WPcg5lzd9IE4eu1CcV29lBIf5492lQio90ZJ7vwyUij2NQA2wQodxI1dMm2eJT61Zgp1p\n",
        "szIw8r97LOSBdojbUOxa1FTxGf5MsLC25wmw/xoWXz0pCpQa9A9lDVSAXRO2A7IlaO3OvE0DKZ02\n",
        "e/Lmd7zLYeq2dSg59aoH8AeHwkA4q1hImTJPTqSfiaE45ESw6AUL9rQnkuqL7hQVOfZO6jGgf7KH\n",
        "C8bpbXh7BeHLQt1z9lI2s6i2s68VsrbOiz05OhAxJAaTrR0+vWq6WduW64ZzWk8/i8nxArVgbyWY\n",
        "PFIGT7b0SDsoxMiXcBN9AbTSmKLZu9IXTSjlVuC5ObMjde3Aac6HDsfXq6qzwxsjF2dFHts68xRB\n",
        "qquxVAjw5vNqSggvmgXKCGm3cjvwsPU9G9g8OTlH78W+CVC1rMpPTCerR5EHMpZuqVFgeRgNpxRP\n",
        "0ICbqgj+FPKnnLPsFMIAljArgZKpUTOFJBx6sVdCGsrYzyVsjcMegQf4OGDgnVbxJQkojr6ZDyA/\n",
        "/7hKg/kd2Jm85D64D7YDI6qcDK3vz9Xnyo200t9zBkH5eOGoP8nqIA6OMuq9negygFl6f3r1Qf0i\n",
        "1XMEwshEEEh6rUGzN3kmVPH7PDrQW7mbigj6vv/rIMkPa+2uVRDzx8HneMdZYxDVOgmimd9c6eub\n",
        "7tFTYCVPNoOrD07ZnYdt2kwJH6EmbAeHZDpCIvFCp5YqtmTCh1AZ67UTJf0TKZLo/kTPWlHIuZzX\n",
        "BR28se6hdhThhgQQtc6HA631/uKS9yo7zcJNDlNGh65BqN6I6lew4qejewAjrx9OAV5xS2bybUaT\n",
        "mMVBTsQyhHO9gToJ2pUi3F5wFqz/T3k+Ld6GXyQGeEqmjyx1ysXfzNfs86hnBuKaEq2ALfi2Be23\n",
        "Xh906d9kBfCL/D0kNwrmW/BE2iybmKZuU39XzraRHXT+0DI9bhCjw3O5UQwteIl/kGb2BGp7d4HY\n",
        "Fiij+9JetPbOYKz2MrfkbICV0uaMqT/AMJLhhMm6blHnuAk7qVhj/q+XyasXDI61IC7cWXudsBEr\n",
        "s7NZfrk/R1lp7hzCjAjoHymXUBB9QrywdNDlXYSQVskr6cpwwyPij9hN2xq99g6e29dMJnb9ciqS\n",
        "d1I/W+0FCQnTJduxG55RCDkD7qBHQqSksLKsKtaJVgC7CjI6Y40m3w5iP/6g6gnmimTkfDhz9Uku\n",
        "iIC0nJXKqB231Jmxzm/Dr6w8dxGhmD3AmoLeRC6gfE3Nzd0KBBMmZ5L6thy5zrGbALeLXjwg6p8g\n",
        "r0hn9LT4K9dqZFkF0q1cxPBwsHN+o3Yn9TpFZanOF/9BZRdDxSvT3Gy/oQMzkvNP7DL8UwJW473v\n",
        "smNfpFtdeB3Gui03DmVxo1OABHAZ6VV80RMvrBM8ikH4YoSPP8gJncTc3+OsZx+wOGOY8/A2/zmA\n",
        "YSP3z/8yIdw22/ktFqtPxDQwSQnuRJd6zPPc9ucI6NX6v8dw+1y1NjkhRQl2YlKTCLwZplAIEZCu\n",
        "l3feray5Gdu3Nj/Zr+goM96HQ9jyHUavWc8b/JwzmbgLWAXNatXNtdSyGhgVyBpfbqoLvQALBGE0\n",
        "DPUMweZNVuwC6SKTVs38wK9OfAmiaiQuSUSfBSZ1q0X3gXdEDI5zeP1j8dVU3I9UZOAsYm0EY0Qk\n",
        "/3EWVAoOgx2xeqigXMoPJYGFGXURu8cDr4uQiJCsHYn/Mn6C2g9fyncFOFt/FBhXwMijnuHBSCFA\n",
        "7IH2Hnf+vIS3z5XjbhKUZasP0CG3KZUIIlHdtX+JwjwsIIrEo0x11MfdXnObax4bOhRIzY+wkE4H\n",
        "eyv3aBbGzGWbS/malk1XetkedDfhTgRytQl5N8hMge5ZMpFcsDzpARlvd920Wb8QeLC5R6u2RidT\n",
        "KL/g4FIKh9IokfrsqFE7uxnR9YTCeaTXVn36oN9PJoGC7C/lBahNVrwBwvUS2jGtcamaTZmpNoEA\n",
        "AAI+AZ6EakV/CVeVHsEyGlJGFYN2UsIXzYRwMRyG2HJ5sHhObvYmzqWbAAIs076uad3FGLnTMfzU\n",
        "ZjQwzhfWBYz+DSudfnlGigiC7W29MjwgIG4jeLwBlYgcpaZ9TEMgm/e7ugWALSS9+lgNcfLDBa/U\n",
        "7kMUwkyvf6SM1sSSjFVU7WW7jUqAdbTwy8JNUXMDHUtlEgxlkQIqJydTlqVD77WSqOezvumM2dD/\n",
        "AFqlA88UFU7VPURlJpOVTp/CwFP/ATuG/H1erffRXVPYxyZ9+CvZp/dKAdb6f2q/oN0kur/uverU\n",
        "6CDU2H/94sUh/xrXUPsyNV5use3H6JrumjXOKHdNqC4FnPsIajuc97ab0GHnusXReV2ni83B+EtN\n",
        "iz8QyVWPrHNYU7e/XmcZK9yh9MDGy+Fm6qbmL/uJ3pgwxrx/24awkwBHC26mgM3td+PIl0BdLcAn\n",
        "i166smVBz1ht0E5EiaVj6hFXRmmTfzXcrdTVCPQ7MhTujVA5twdCaC5r1cJJEBedQu/GI5AWs5+r\n",
        "zevGyPSX6RzIiEAfjr5864B2dKFhHDD82ZVCLvJ5ZTNrsKUqGacmP4ybMmtDBjUfBbu6Aa6isQoe\n",
        "nf7EtEmF03sR/vdKJcPU0jeQ/MKjazsBVN3dZCSuluiO0Bzu74rncEEJg94mFTkE/oK49XSW0phg\n",
        "MCphMDv+r3kuu/xhLzbpLGsfU8Y5WhwnZHgnf25zrlQ8X797sfqkNtgN2jSNe4s8+aLu+zvGYdnG\n",
        "XgePeYJG8QAABZBBmoZJ4Q8mUwIr/wBL5f/l4RORu05Wtbn62lJkgntttC4z0w0b3K26gQ1914dc\n",
        "OIFXXpmZVudp5iOoLtPG1VKA/s9rIS1UPWJvGVpSyx/VgNjuaNHggR7w9gNOdI4QT8nAG7toJgIP\n",
        "nF0/7i3ueE3DjqOVULPElGzPrcPg8fie59YP8ToH59MqMB9gnJXOE/li6IdPgATzfV882k4NsQzD\n",
        "Cjw7ydw5kN3i5xFoYkodoZJyc7RH8jTWd+s/2CUSFFxDx9nrm5aBQ0y1GTiujI9EwRU7XQLlF5Iy\n",
        "W3tN6/i53VJzyjFImnXuOO9z377Hm1Cezw0nPsWxuXGfw3iR/R60dbUROgZH7Y0hPHJxbw/vONHO\n",
        "sMIKWmVFJB461QYrxH7zs1vmlrA+n8oRgeOAhYbq0F+qTxJMMWviR0D7BBA+zwJQAisgbL787nF9\n",
        "fFazzQtw9MpL2jihVgU+esdx9B1CshxzB47ZtCd6V+qDu3eLwNCEikCcAjBiDqa29hwwmR6OtkS2\n",
        "uUCvYfcOhui/FYqJ2p3Hw35KVC9chEdAEESPlqmflCGLgVWMp0ljN5KObZfHpbzDwQYjHzUqezsx\n",
        "6NLLsda7wfg55RDNT0/lOX3cK/Zn8tUOzgf8p9hJ8J6SFzwciw3pwGon30Ebc44e5BLdZl6zA4Qb\n",
        "j0zfxlhan7IipzV6eYoXBcuZgRikCPqaKy1GKpyHy7hV1yorin22XqVNhmbEpHApCy6dGSltHX/p\n",
        "akvAZ6oN7ZN0a8NsY75KgVkluPThEb9EGBU/Z2jHyxREXoAfeeyHdrwnKhZFSPTdgmryKZBglKdV\n",
        "p/q/du3lUzqWJwmfE3VpGDvh7eA2Q0wVnRqgGxcngAkNbFUj3F+sdTWYHM8QnH6hXqgfxB7o2LWf\n",
        "QODK0/fxuftduKp0xEsPSkuDy5TLsfcldEqPK18ZwRwGnW/GdSqx7/uAAkcHZ4AFemDzOpYsSASu\n",
        "LKEagCOtTBf5qa5GKjX95f/CvTcV/BIah7OK+FIDdyqihH2jmVEI4gF7grcZ6KtS6qGbZvycMruJ\n",
        "6I2SYzocISXu5gyfIM1+fJzNn0cIIGVjJn1Y72/2AFlpDw1ohRlcYIQkCqkxqROYgaox0nDVjJeI\n",
        "jaNlE8eB4ITbplfIWI7q1pVaV3yM6kpAzwUuMYFAVDJXW+Bty6m6G1cSNh+MSVU5pirA2zx9Qkbs\n",
        "yTb4pVNy6EP0wYCI+Lu0Wc0tdYAAC5GLcpKQcF1wAMNNOEFygNCYRiO0CbF9pCxDWGO4b9JIUB0+\n",
        "okK7QWFKT7Esx6Pom4H8jhsBbWi37cS/cs9+4poRYChpSqDop56HwXn0MyjOeyaCIeOrn/uHoV/t\n",
        "zdJynKUYd0eov4jN65kbfQgisdRM3XyoF7W4l/Qh4gWo5bvSmJMnn7L+CpAN/1wXBOVvDT/s0Si5\n",
        "VaBYAEwWr4LdNFvIy8Gfhi09elXrLYWmXbhyE9sCqRoBuPrm3651JOASZrKOmmFV4gLkv871s9EN\n",
        "DqS6kOeET7JI1H5WfuaZ4lL3iEvXso+qBK87At4+06DEeOSZoO/+3BxTpeZyYk8KRtZv2jlyk7bB\n",
        "2w83Xn/Qo0VOKq96v1GjRfCw84eDMd5JNzBR7mWB9cDYjaEJGQ8hmfFHzoDaYPEVyvVCJBUbVrc1\n",
        "CQ5aGmMBrR4KxtA4Qk+yYdhCLfP02UfkNQVUpazK9azUrSXOWHpAXdE+ngh1xySsociZWtqeOYe1\n",
        "R96QECCNPVb0FvEIbXPk7J3EfONbWX9+2E+qXyv/gr5gb4AVAemJKZde3+Oz2ZtrsqptkWxEpsPT\n",
        "A9V/KEvUC9jEJmiEpTIZJxwS+UjBFK/20ovrXgO/UL27bPi7vC50YV9tQpw9En3XfnwMsRI6Q4m0\n",
        "w1ZW5j40a1Yf+QAABUxBmqdJ4Q8mUwIr/wBwbtwGbeBniBa1LelUZ/PbAMP4R7Rbh62xJJF5ilyD\n",
        "2iY2DEE1yIVS010PjFPJ3suNOWVf7Mu8bs5gVffFzuBzpMnPsQmNuYtLhq19YiykI7oaJSw/iCXR\n",
        "dSa95bxhHcizBUjOLqpHKO168S6uGU2VN4GKRcEvHMPpueGNcL3Lgd79H1HtoXJwNqtPJjkMH+xL\n",
        "e39De2AUW+UG1UKUVI6ua0r2qKK29YdzSJX2+Ug7YfK2UYlkTFQG6NZA3m5uiCjAGpj0kfR4Tk2o\n",
        "qlVFqxztPXBsoVmumyHwyhz322h9vMdARycn2DdVFssN95bC0H2Rm1+bcmqGnK6sIdqW+U/nRFu8\n",
        "E4RbrPnBTXVTRiENL7vmFjruhm+jcj0r5yMzSl2ql3sOL6k1fouFpMSIu9M948c0Xampq8kwOmCW\n",
        "dJLb1cIqydoaeKV4AzgLW0y/4IcTW1+vSRC6ymJKEVQ+H/axwCNyybrY5ly0Da6ESpu0yucScswW\n",
        "FDX2fL0rCdSuLpuQHzkVRkv3v9QJBKLwpZ4bK5oesj0FYfTFy0/+BbmIj4H+lejbphXoT7pVF5oe\n",
        "5ANfMHyfWI9CBM+LyuZgepwJlhim0Z3YxjhQ969Majihtdwqkb7T+kGBvm7xQBXp0TsrBAZGgk+C\n",
        "bQDg5D3dMkpM585hoZt/58o8lSz11ROBTZOPOXVxxsRTk+BtTujP8UsaEp9c4JuDk+qoVo6sYcCv\n",
        "wvX539DTx2B+p7ZsD4bdUnyS8JgiQauGGVWf2XqQ5gWb9abTGZWiUENYtPuj+91iskl1hs1EXy+2\n",
        "sOIVIYyLezir6UZ2mkGnRNazdzEhXeKYoTWE4ZUdThrUhV3D08Vo7q0IOHYW+1VSBsxTgesni2qK\n",
        "8uhjRnbWzYNTe/rKcBE2XjwGHWtQJQcafbAAdFxxncYO42EzeHkMTh0mK+PjZogCXVmPyux/o0r6\n",
        "lQ4PzYt+vbq60KTJndRtGvJGh1YXw8ooK8jdd/ahjgNpbS0sBx3ULzm79JY+zXRdVxuFfxgJPN9+\n",
        "ntNbP3oNg3xp6ygGZPRBBM3a0k1v8DtqZimxuKH10Q3mzx8tnczVhAjdjxxxApx1xEnidC/1/R6Y\n",
        "LLVIFqoq8iSBWAL3kwPzueNs1omweCbfL4GXJBDKS5h0YmephLR9b8ZBv8DGao24xuSTu4boICio\n",
        "FWfZ+0dcQO+xqxcT7KPzUk8NoFP2sJAwoAWBpoYhGnBcFk4Ilox4mur8dAiv1V+bBiLYEG8DDZ1V\n",
        "Bjd/q7bIpSTJhof6xJcbIPPevfAEr6JBbORG/BFvA2+CxBEOP04KGPTgD5KE01GxQvz0TabS+9Ft\n",
        "DTfaB21CL7wg3COlxI30VSgEa8h8+kKlW+IjyG5rAOJvc041lHlQbP8v3gYSAS7nc7SpmxCtcrH/\n",
        "iThhECnStwi3OIzVafX1tjAydmd+fTUyAvK81bJ3FY8p7ldUyX0f4B507zJh4EuRUab/mBcD8wZx\n",
        "RckTnH7eXCSEr+KsG6jmq/CyHRBezqv/pkKHPQmEdO2Gpy2RK5UOS0nE5WjcFcVwXYorp3SY2Wtc\n",
        "4gjY8I1o9W134PTnKrinIDp8YSdGNG2Gh2e24iuyCgGOutFws+9myUSEBkOj4USdYMkgd+5dECwC\n",
        "Ov92nJsV1wfIvq+MbVU4Glemni/xyE0w43yJRTKO/BYkPUv9sWJonT1E2grHPYmNFwQ26obdL5Ss\n",
        "JN5tM+b0sqVjTc1GFfrAjdBm1SUVXhrLCon4IYwdgIEpMMYruDvpvtsp2TLTk9MaYZ177GUBN7Js\n",
        "SdkAAAV8QZrISeEPJlMCK/8ATPMN/9G+ZEF//APPKSAA3QxQM2NaNmemjbodd40k4NzzxqqtA+/H\n",
        "gb7tLDeMpkyg6ty2DY4l0hJqjDRX1VuRL9XLL5u5dO69TCdXZppKQKIcdqponQ9GnzikwSwpehjL\n",
        "1EosP+DIKRol6wNCEiw0tfShnzUnyz7u04rbR3FcJ3m5x/Zem12MHl81c5tvig9YG2Ikb29E4L04\n",
        "j9nJawyPvlKSnskZdy49PhHoN0bvt6b2X2RhDa3cX7Z/1rE1zXu+uQnsc/torKACGOKbu2jw3BaV\n",
        "P3TxjH+Uc7wQ+cpvEBe5XxgObLzCj8wdTNBN6mUFm/isudg9iMUZwIrNxRCOia+X3nOzt42f1s6L\n",
        "WDKeWNeGwlmn8j7JNNWG6Qo1jz7gYQr0srYXhit59WdVgk4viVGqnKMMMZ55uF+YzHFcoA+YOPi+\n",
        "eUQDid5wcyMecfnge+6kL7Ik/JWFHLvy5LtomubY8GppU5khRlX1siok59zMrtkW16UrySQiLCVM\n",
        "NPEYZMLGzD7wM10n7ymc2Knzfbn7mNODVe2YypEK/xmkurpppbbT0r0gucZHohI/E4+yI1U8mm08\n",
        "n11gh/0RooYtrY/WRRry6jKUK5BBKbJh08Is/afOYBQP6+1YgEsr9YJX9UjGwIJY2Bd+WkLdNlM7\n",
        "ZE0J23NJCNztGXZ6ERQ+I0mi2eRZlmxBM5RSQYSaZaU9FT/Hm4r6OYZVlejENGUmhUKcEreLz3of\n",
        "LRWpAPsz7j+LcwH/yk/+BWoYA2EE87kJXKKCSQTLDUU54Bdx6Wy76pMK77wBej4H8/O/rQ0jXUCK\n",
        "Wle4A8kNTt2tdpt8gn/nb2/rNYwrm5bIC6Wp6p4hj+6jfjA+4IVn57Ts98rZKCml7wxF2Y35i96X\n",
        "tecvsHZ29tv+2OhjF1W0YY/C7QD7ppLWZDuLwJ9idxGzZT6cnJhKKiDPBrMMnhWTQNK6NQQH/9B1\n",
        "VFGmEmYsE6+UICCJnMZcKGMWqKXeuYf6RCMcsEhQFxUzdoDH0ss6eo/tJOhOQq4APU5RlKf4r1YQ\n",
        "C3eMyp+VnCju00cE6TgeO7rFXpKm94rQ0f75dVy6ZJq/sEQ5rV5IZJIa9yDXkTdfl2KETEFnlxnD\n",
        "/tOhoC8q1GZv/qseBszMewwjIguo+8zRY4Yz1A32x01e3TSq285n532Vl9rndeC0f9rZ4tH4z87G\n",
        "5hu7QulzLFZeMxvBKrtqirMLQ0cMqVxkoRPvXIb1Kosr+MoefyLeZrsucoSZn/jDlC/gbS9R6BLs\n",
        "cLAaeUSpPzVMMcPgzAp+tMAqI+iq+9tAwka9SDXea9ace/Li+ejD6lWVk0qjXvMsyEJMhgnV8oNA\n",
        "Wo+nwCd29rrKHEpSTGmSeylp+3gX8KFYKpe6SurLVw1guNKtCNTWL+CYyQbrBTcKwmDeqYr3MUEB\n",
        "qoZkZ90LlteoVEbrzXOAxTFx5Yzhgcv26qTrdkk71WuM20zRv5Apnr5ITm2f6br4IAH45Pw1D7ap\n",
        "/BdVopw5SZ+tgPtZlt9bLJ0ZoVG/iks9xhdnNazRJA5MiM6Kzoiv239Wf/Z9D5S3raUjI0xJ0YFK\n",
        "RIIBa8q5KkP9bMwr1iPnkZwUIVMO5Kk9nrKB+eqrDm8VTzs/s9SEii+6KoHl69JAcuSuZHT+rPkC\n",
        "wbUdAC0PX3NYnwXDXX6j8RS6M1U9PaoI1/HrTEMZxdBCQ5lYzTfB4UwXTRD2rAM2TbDBGIjHYFe8\n",
        "3zRBIXhoIXcp7J5Z9wOttYfuP+dLPs7jspmezNjSwijl8t20/bHeCAhkW0El6EpCjhTPfvbHtRWc\n",
        "aR4unFtgdem+O6PQmw7n+mLuRGlXsUpcinShuxxIdeqKj1aB+yW2meMUAAAFA0Ga6UnhDyZTAiv/\n",
        "AEvl9QMuR0f//UyhLf3vop5H2+NZaVB4SgxizQrLLjrg9+jbZMFXrUmFuTMTtayGxPgeMuWkSYBg\n",
        "Xp074rwElsWV0rlJroE8W3dyi/fzjpI2jxe9j9mJMOEIg7z49+lLi2Om+Aj6Zm2EQEgpeVahfXtx\n",
        "JW95L1RPoQ0K1xILVI1UroPXCSb7ni4v5EdFlGIP7Z+qxUBlcJuFr+iAKB1PflipS5I2Ap0NNs97\n",
        "VGFrRk3d3Ewxx7Mp92ECfivuB2mlvJVbhT3qL59u8f7OwR7JGDIA6FSYC9vdpotm811wBtKJDDDF\n",
        "YnIcscR8/ZcxO9R01Vnu1BbKWob24CO9pbU2YU8f7HQ4vIgcgmfWU8F8q9pHRAFYlQTYHPOLxeU+\n",
        "CHXPVxRp8jDnVYt3xfFId+Q0ZI9k1ZLlLurWlbEWW3jNgOY7Gfa6/MmcPLXp1hDkmj/hsEGkXv44\n",
        "y3KusGsMNpTtvaimmWVL0mTw1+RULpr3u0wlmg5YqH86AySy8G32cJiMHALztN3vCzAMyvCjVGIG\n",
        "yd8TVhgfH/gIAmWxW0Qm+aBocwTGdI3oE00J65ytxr3msO9SDeubAUk84Yv1DUjMebNH7g3Jvhkk\n",
        "Af0Gj+edgS0Z7yMvLi9ezhW6gbgY85hYofLCN386KKh16NJFsUNKhpghaGFLmuryoQHpUBfCFdY+\n",
        "Sk1HvlSkN5Za8GeaRIB1KcYxKfRMbJHcftnPTxsVOx1qZxcMRqs1i2eme2f5InNXBcrUmikqv437\n",
        "Qg4QVVyQa0QuZkja8nGvKrlubpmoojcJXWQ9YMpXxyUjF+H1x7BVt8Cpguen+nPAG5MGbmm7nbo5\n",
        "DzLyL5n5LjjMnyiIsji8ygkEPmt71aKwS3PjVRgX1cHHM8eyF4dYAjs7EG5W5yjQ1gLAU99BnmlA\n",
        "s2npx6Ar2CKVBVnmGEiP9UXnAUJ+LLco1pUIs54HYjtAA98Mg303XFLRVdCTq/k4+XpQ4mm+G1+f\n",
        "cvmbB29Lq8mVlhBoSlgf0WUkFf1kVlAi1dYEqydrsNkuLdZUEjQJ28lYIoZrecYAhF6NYV4JHqHm\n",
        "BsRIq8QnHaO+/iI1unrqulhHLk0JGmGZplnWtJZ/M8/7ABRMbWbF32ILjS+p0GT2cfJB0YB+b6d/\n",
        "zn46sre1eFVvhOgLTVkL54blRYupyznZYB8kLeWOv7XONnw4PgRveIbrDN6bmUsfjUat1UJcLbaO\n",
        "fFGHy4asqR8SXMkrgtnDCAfXYChLJ9DN1gkVIpnMq1CCh7/Ob0LYiyqOAZgwtWJbJJP01oFekXl3\n",
        "TPWTzAq80udDInZ42rrmcL8W6qeO/+kF5EfPz+8cAy/MrM9rZ7gsHl8YoKNiJ0UTFUMKKxcGS7DC\n",
        "7slJU8dWK8TscywDEg5B90+Le4XzbbGPNdDAYvhkeQmPezLbsxyGumec6y0hc+i/ulVfBtSa4RMJ\n",
        "kkkSnOSvnK/N23lRf05vO212kJOeIlPHHQHCTRkLyFjvvCj/UT2NXYrCeHXQxjvBURfCx1tM0p+t\n",
        "cyWLeSjc7VYQp/k32K60hppqT9P61S5reRizLYNLlRLFWA3FaE8fZADLypuMWmR1KVUqYBlEeDX2\n",
        "8Mnz5z5x3LzeiJHn7ajP+JW6/KhZGUDjqEXNBEbsKZdI7KPgrg21Yn5yHei/lPZQ5r74tIDkmrec\n",
        "QmogWFLpedh2RCUZKt2R/KHAAAAGu0GbC0nhDyZTBRE8VwBNGUM8jyFC+yXNjzf///TjcWUm1vV+\n",
        "gxL4kfKOnodr5kAle/60bfHd12KrFZfz97FRjQrdDQ9q3sC6RrwaP9A8ntcj4XSb/U3S2gyZoOv5\n",
        "qY/YTSJKT/FFdE30msm7YEFJaZLUwPxYLSvdk69+jnKDtrt5/93NTj5F8x9RqepsE2ZRv+4bbDrA\n",
        "Kqcud+1HRgFTDmqHZlIJvo2un59/X8b/6aNuCPpXJfxbYhQOGydGzGfPohX+TYX+lf+q3DtG1q8J\n",
        "a2emDhhcMuu++QtQ561FTwXtKnKjGsXX3kbhmMj06rH11JTCs7zu+w5bDGaSpP4HjW2i1G2lWHad\n",
        "dPnLmVrwcl6hvNLIahUnFSas0A1/FnC2bcE41LvWPrSM+tO9u6XQFu1T42C0ZjWK4b7fRea3DLJY\n",
        "J81YnwdqMYF/794VPalNIDo9ssL5M9taG1vZBhDVSZduOZke0Spv80nr0fbmfcT9to5LlnmT4qUB\n",
        "SoBpyZsEgL/h6obqNLJCV9e7qk/7MpE+VY6AOunuMVDoIkoD0gwxw790cFOAlv+iT+Cpqje+FIFv\n",
        "e4rM293v96iudK6LhdlZVn2Mz/d7GSOG27Zg2qI3Eq/piMluSd5lneqvjsLa3rR4yObjZiAgevZw\n",
        "r+zcYYTy3/Z6zkotdW7luAlFQBG6BiWfoXJJHlTmb3IRUhtaGnExGrrdoH+mna6usrn+yDMqZC85\n",
        "lCaNU9DMyMgw9jJHlXrTKLmhgoYO148383WzUyLSFvqfW5i39W86QJs1mw6D5h61FEo0CTtoBcwG\n",
        "OIW8ZaUiZwbKYNnAA0RzGi3s8O6Fpjb8nvmbRy5M7ns9cfQQhMbcZ3ENuKCwPd1rPSS43654phPA\n",
        "TKUY4ulNZzS2AiAmM9t1Ug17kGfC2IEqkk/7vGwv3AD65MjLZrY50ILPdqFJPh/Xt13nWduHULh5\n",
        "9iZ9zHP4hkKgrOfOTuK9s6i8kjW+oTpPwTTspkyHf1RINNOrIOSnMOgxl4F3A//GAhtE11l6P9Tr\n",
        "2bhJHgKZP6sXjyz4o3gJVatGT6FEghppsOZmCj98rRi+TzGjaj1P1SdgIrDohSdHTHJc8KtN4A/0\n",
        "i3gZF5i1sYq+q6IwC24s4UKVwgexzJPYR++jtOYhV0UKf9587HJSGMg2VuuFXFdZoMosFD4f5jaQ\n",
        "k+UFtcLh2Tec8JP/v/qK6OndoyM2409vBsMS2oQP0+sIUhCPNFWbWpac0P8bzqCxr1ArQO7PoR4p\n",
        "pWVJVUgAyuaAMPv3BQmAEKzF/UQPz7joQDd4lYmzLpdCWeS7PsLqGvh9ozMAOioW+mPAFLU07FD2\n",
        "qon2Jj3DiVndEeoVtUmpmAChekbIqnR3Xdffd1HoCuGZBWeazk+qSkVxLv79Phz5MDiIOMn8eviV\n",
        "BAJyz7MA3i4dTmBHEun9aPFPvk0RAUidRvJ8xZy9XHdIeRCmcOFFmiViraeLte/bZrfICuoFi570\n",
        "wGS4lVETyONWjq456L7sq5gD0J8bgF7Q+lgPzqbTR0x8MAI/+JO9rRqgBu3NwrWCvGP77DRFuMPw\n",
        "7vENfTC0IAUvut2At3mbEgq0ogEcAFKxKGFIr8jtjEX361yilZ+1tg9vi9nvQLDZmelLSOgPLnBW\n",
        "KBWxQ08koagG7upIMG7fIJsQalf73K12gi8bmX2Io1vTT7igTPB3au+kv9GVH943JmMxoCMH2Fiw\n",
        "mBVMowpTWzt4gxtBmhitb6ZiujTMEN5EoO9A9NwYvANh9U8bTyX6vwW48pYw+8RVGxQ2nsmbLLPw\n",
        "eXsboM4wR9pI7mprXBgAXCtgQoVT7DJoJr/cUtGqISGdy4230gJXap1bRe41fznYLATr9vlaufOA\n",
        "bbHcXLPfMkB5aH7xh5n3mJYlFmxgew9ssKMjaayg8WtgonDgbQWrT92t3JBVDLnqeZqkjAX4RsjS\n",
        "YOOZmR0VsK/Ox4YTdDJx8mHIvypnvy5aieiuBeJTDVQ05dK8D0x77QSrcNW6h4Vo4z3V/lDTPyly\n",
        "IL2qBnQot1Xn5JPj93PrTjTP7EkwiwRZpEwr2WkkRIPy55Cfc2LqaygciK6aO6kMMTNnACGKM1Nw\n",
        "N82XIySCLnB7hosFdqAYVD1O9xw5eECaS3IKxJRIUi69ziBX+TcAtnm5Rq0z6wgF7lh4fg+ZjzSu\n",
        "U2qo+tzsY+jd63Q6TCC8n2+O4zM/cCmmSRH3ADIbOpI41+Kl097Gi01qk5IKGKsiT56OrCdgu53l\n",
        "PwCOM3rlPbMq7ShiergHt1P2rK56nm+Y1Pgd/66suIFyR90AAAKbAZ8qakV/Ey9pRjG4oIZK+yTo\n",
        "lDBzEiuHk+OtuhtQByrqsmfIup0+/DMOTm8wEcQNA3R+ar6a85xB9UpZlzDmUBDdFjjiOHs5XOMh\n",
        "1FumerEfPOecrkrtDiaZzX4NGHEGyWwGFZVAd7az8N55XHoRiWMj6waH1l41EC/E+aZB7B/yQROB\n",
        "8gd+kCOelbHYYKrRY4kjXUgpumhXIqCexnWIBT4iyP5wzFxAq9kcEJPEC06pygnrXZ0V/ayc2fgT\n",
        "trQy65Kk+CNpp5Ybl3n3hZ4MsK0bTiM84O7yPVqmhY4eclZk/NRBIe6w9SMb2lXZWma+kd5N8N2G\n",
        "YOrJSV0srptQRcNAwNtLxPeq9vXd9okk8yx9LCDYh3KmVn0GQ9rS+TOr/RDIQ0+JieLcpwV5teJ6\n",
        "dvMugWKxM+FsaajKk2h5+ilBgymdeBvOe2reF9AX91SbK64zAPXH0+xtMpQ1lFs+EpT8m+MnJDeH\n",
        "k0zHS0XlKKJvma7vuNOPm996FqU6/T2gTHoAY29BLF3HtffNSwGFDPlKiwc/lOAnlBIvr7muJ0UN\n",
        "jp24uN7vwexCY8uTiB3OhaaUmHAV4luHUmNCmYgY9JBXt2KXQw5wickL7tYFjHSOyFHTNSm5oUQm\n",
        "gJEsa4DNkfx05XGeHKVwDO1e1R+gBfiU5OYX9W9RslVsCUmRSHsUJFVwaVN/IrGmS3VMreGJek9W\n",
        "8PZqDzkNniPpWtWBrdrVfeIFWOFpSb2hv/AsUQRSmEAyF7l2tI2Sdl6C3dymo5US1BxIM8dj8ezx\n",
        "T5hoZAMoPsvyYGKKTKM3IIe4mxgRYVKB7AwEaSjm6w1Kd8mQKlW5L31s5oGp4k9ECfiCGzaiuCp3\n",
        "3zj0zegp1bCrUha2pGDjtohBhOOwcAAABdFBmyxJ4Q8mUwIr/wBL5f/4A/mv/91KEsqblTJBgc7y\n",
        "ldmkYFAt4ItBRvtz+TU0CTsXR7fhZdsL9H5ZS1+u/w5Ymx42wzCdTgIOEt/CwmVWX4J2L+eUSbRV\n",
        "OVdbHFKLo6hiyfSdeOTX88ZsIbK+HXfvKbYJu53TzOJAh2OSBHD7kjQAHCG7/WaarW/KUgutshpA\n",
        "uwIbdO9ot27XoZwvxg9wOJ+xUsITDRFF/1zO0fZURySdk60R+Jzz8a35DB3LgB8PrK1xF2tBmGSX\n",
        "LucmPAIAba+rM0RtKXQd9nqQLv/wqXtwePm5vV4kk9y7+qPrQ9GD3USVNcnXdIbpYNMwkiTNnvKV\n",
        "lVsm3cIrpeMWtocm6/0Lv8YiVEA+jbuWuPgjcJF5CbNOf5bjqjbswYo+6HPPF2F88vIpQqsCTW5a\n",
        "qCH9mnblwvq+4Ml8LdtxgQXQWqOck7WW+mTvvAhb13GFWI+SUFubxD+wXAa2/SKdbD5Y9frwPM8K\n",
        "TyZv9yvf9X8lx1FETVcSfb1qMeVRW8OTfPLhyO/6Aok2bOAZeKu0uuQAVbAEgZ5xvkcwdPfTIxYH\n",
        "cy7KrjiIKqPyltBBgipFRLmTEyvlmLdFHEmzbaQ3+C59cbL6jMHnujTNJx4zVcElQ/LVWkkMhSVG\n",
        "YqfXa00NVMezPXfORVZIAw/DbOoAs2WoWpsCZLHeAJAhqrhP/NEDEl3mLrXj04UK58tdeMHdyFe5\n",
        "AoKWNJXNSCDE/TXGWPts7neu3CBhlLirYFT7YmZSQP5U9Y3/UJfe1w2NoQIVoPKBGCdVvgoOowZr\n",
        "zltK09lS1+2dT17Z9LVGptd6B+eJRbVtYqdWQtuMSe4CIT41R/rQnnkyNBb7RZLqUHgIK2qM+2gQ\n",
        "JJenPBJIjyY8PBtp8DZgmbm+anFaIgKa8N+2DrTYzXxQZsgOLzs/n8a6+uTBtFa7vuVogflLjhR5\n",
        "EjRt0I/yJC+0qR9w6YpLwd5TTE2QH3t+D5pDBN+PUEWx52dDHVB/CLhHtDVLIVjpMzftqSoc2/We\n",
        "iOLIGze6PLVzbQfvnp80RkJV6xX4FRf1GEcgF9+RUC8D+S9Tnt02UP4izR+0PZaPYn2xecZG33NQ\n",
        "0RAYZ4ZJPuIYGzdvP0T4jRA2CsnB5a3WGcmMFGrag82yFXHDPgKMeGiOV8boH7uSmRakEEzb1ika\n",
        "lehYMy9S0i28RXfrfUfojE83VdhSVHkPAvwUX1PSx47DtktkVoo0doIvVoJUDu1R4ODEhrbhHCeN\n",
        "z+0I/yjFxZCrtqtt8awKc+I3jBg6LYT88OVe1Cu6V2zW5dAb0rcwy1Hs8iI+rD2ynG9G9WNlepYM\n",
        "9BuPLmrPUgCjRTIPSVL5metpUTFtCVcPAWHzplFHCvg8ie13qbUMc7pbHxefLp6zUaRHsbQEGN+z\n",
        "7No0G5KGC1M2wtRYzi7v0UWjlGjSvszSu53GdztdsQgJDkfbqf8WYnGBNIlFIWIg/dejGtt7MnLB\n",
        "BNzuCfjrUxkFCqfX3+cW16HY0Ls5CToD7XRoAel1VsCen33Bv1s3e/vHZx4Zj/FwaOFFyw/oW8Yq\n",
        "sr4eraPqNNuwJCthF0t/i8OLbbfC7XenxeHq7wj1MzCLClnY28o3LdwywIPw2VHvg4OsyVS5sp1t\n",
        "kE0w9OmLnTd644Wny7KEu2wso/wA+pERHHv4BzyXLjm1DeWsEbd2Gkls4LVmqHH24v4xOZGQXlSj\n",
        "K1mzZlUTxgntoAh8Bglzi85AlphSigHb4qq9nOC4S3g80jBrtDLb2yVIBN/XQqKPoyZNzwrdzW6j\n",
        "BTKke2u0o5tIAAmOZGqgz2iSwYUAem+PJX6iCC9V7TdLbJx6fNAJ5sMqmmdAMvAAo3jqLU9DW9/w\n",
        "pNiAyFdjQPvmm03cjb2SR7QQdDhM8048kwOKz9V0JmpCCSUGjFq4D22+jYXdcapKHt3+aTBAON9D\n",
        "SV10Iu+P5nEQiSKwNofkKXYEjgbI8g12fsprJqHEjAfbAAAFckGbTUnhDyZTAiv/AEvl+Ot8703z\n",
        "/5MoS4A1mYZTE8SPCgaWCnNgCWp/gcvySQP6wAmySGcuGNxMsdKNSrLqw5JgSZcNlu5t6AEFEQ4x\n",
        "nb6dYnnAGF76GtROEqXoJakZizuWLs7Bwib4o+qtRQCyr6zWW3o6H9b4jSgFIWQvVabSAd5XSfY6\n",
        "LiqzF1I4XmoJrhoBuiqPtOTKo1ZNQYwrnQ4I5o2J1gBGIq5xL8hxBCBVcyYAvGa8LcRPSJJPY7XK\n",
        "BVCvyElXJ+QLIBlziTBiuQOx2HbE6LJEfrxF/ETz2MMVbXZlShZzrptxvJz35TI5jTVcOfSlDf3B\n",
        "M71UEyL64zWau8QBxUHr8gVENoSAcg/2Idba2rOF4gwxmr8e9ktnZeFwwCBiJ8bcNwqIhZSw+h0L\n",
        "qjr66Cx4wftxPWBDWRM8Ts+b+LwOLEaMj/Y+71ZdmlBk+Tm8qfb4hYEyj3NfTURkGOgtLo5lY3pG\n",
        "sZlKh1EWAksWquhrftfAcXpiMUJCq9SKaaHBzG3X1BREmk0r2FUpCAORNQKHaVGBND6j1S6P+MjL\n",
        "xOu5WLHrHEz1kvlGjhI3/VuAfakgkaRCqxOtUmFmkT4go6WIIgvsEN+LNNQvPW6tsGPSJ7ej6pI/\n",
        "L25x1CMalLPIqa50Y2r+tykX9YzomOqkTvW53EGV/cS8BcBa7Q109Y5fGAtTdz6n5FpdwIXZJHZ0\n",
        "Xky8nA/VtcWSotydINytrDDlnkvqWyoZSjnKsRI5ksxthxP4cZC8UkNUxt8iEOr7U7deKiqhcdqJ\n",
        "AMROR1RCI4JHJLgZ5z5+8RH6COoJ8Ne2OY9ZByJMXRg2pRBVNXD6heAPAneCcqxSlJFUVxGLUx5Z\n",
        "XULt8EvypN4r+bUHp/T+ft+z5XjOV7NU66VlXWIoiHBR+Wjwq9HjDDozExDbdZb59LymXtUzVHEq\n",
        "JX5atbWC1wk7933iUbL2aetd3u8TZ1VxEAHMQrdRixFKV/MVXvhAWbuXXPgYzTxrFQtD7h/vYb5n\n",
        "YMFKxGQGUj/YOtotoRAOcsMitIr3+8ARVtxG5qeVK4hc0jjPisZHZ9X34fbF+3Z060uYhEv5HnpX\n",
        "JpmCnUxIi6oEez2/eQBBDgB4rHc9hz9SXfYE2DXvileFM5NZ9fj4IC6SreIAvnEjaYSJgfX+13OD\n",
        "0YPfChtk4h2xOy7tHtyQbKiusSnsQrhvNHhB0gaYsmKSFTI+8dq4rdhVuzw3e1a5OIgb1jRF8ztZ\n",
        "sc8GArfVSAbybv5G/+qlxpJsRF4LvHea1q+yZjHXSqRg5auJoVoYfQq/tp6p+RroZuremg1Fn2Oq\n",
        "mCvQF5o+UweFtC/5XYNz9TLqA+UW4iksBBNQqED8EPcglm03VEuggG4G/wA/3PShdu44z/brNdSC\n",
        "CZn56SNPHYUOzJ1kpHk8XhPX7muW0GFo0zpUAeiAjyenHCjwl2hyjpThMoxAoJ40mJU3Jtm7WAh4\n",
        "z5K5jG3VFF53gEFuMMZp3fpizD6b9SZ7qMjOWhz7M5RYVfM+11lYAD7f8BUs1dlMWgwwdXf8i/aJ\n",
        "cf0RUmx2mSH9Hlh8GFxf6TLwuh7Y3O8ykxmgt120Cq3u2gyK47FfGn8Xyh0YmLGbArdFuvrcWBCx\n",
        "SB/LxFedi1vyBlQ/qsoHHPWixStbxfrpvIz3zGdL5cLWKE5N2cPE6rfpl4tlRHeoxvvjm+lpLdiL\n",
        "GOFSk3VUx1DJO7QnxgYLlDdEAgWHUeDU4sW7s3SCL5o497KP5WoKRmJobd5n2+oN2thU4QcI7mQO\n",
        "rVFLmaZA2UeGS7/z3KaEallqI+K1Ym88jRvh3m8Rzehlt9mi9jKS1a2TvL6ZlgkTGeJL/KEsguRl\n",
        "GnjiFmDRAAAFEkGbbknhDyZTAiv/AEvl+OEwkZf/kyhLGSr3i51HkcOWJ0KNxjo+z7ub5zFTP1DX\n",
        "XBKTtQEpYfgRaSXn80vX93mrI+4b5OJybIR1Hcy3e2FKnyfWBHy2XtKx3CrBgI+f23AGoNR3SVx6\n",
        "xEO3JchapXwdYnDkMDhSxlZx1m/nBHHHNcO1lhpLwvMulAtGQkWfRodo4mOKhfMgmW26z6zHMK3a\n",
        "BMbu1DQbs2ZtayjnLMt/LCrLT/3Ez9RhPyYIsF/VjOZT7h/z3sE++id5N8QK99//Z78HnrnXNe98\n",
        "RNFQAVZnE1XcmjRHBCBxlPKbJUFTV1+mTFd6Lf/JMcsJvsHDUKa75V7R/O67Wl7aR1PgyyfS8kRh\n",
        "kc3ipjILsLi3ZEivrvZ14vi+mG6Kp6u2VSEX0OwXriKxWYipEw9Zrifep5fsZgHr+Q79s4d+g4bC\n",
        "FrXleUhiV5imKtHM7ZE1G5yemJgIG3uVfUrU3orzFJLFeIx/7WqMmbpOGifHd+KYF5kkhbCkmcEH\n",
        "1Ok8eYzC0cy84MGmTReD4zQwzEK0pC3DGDukvVNxUsFDIZgA9H2V4k7JAtzVMj1TEK/p8RZzpTNF\n",
        "U11cz2qe1U73dW2E6HJH/dskCLijc15uLKT1eyDbGy24sJNNghZ7jITkZ5KI+7/Lthi7LIZmR4oo\n",
        "AZEg9qNhpiF8LflBn89ZE24ToHqtVqWUVJ6oDt4dsKYpuPETGI/MmwAX7oSlfLMTHcLFGQL4AncW\n",
        "6oT77SNDwemlZed4cfH+1ihExi9h2s+4Yeq3x4MqAGKU9Rl+qO6Ax5KzeD9kebUUh3r24Wa15Qpa\n",
        "Y/YtnlOILBSlXvAU3r4afHYcw52DYH0BebOb9VPK4L8yCXLgoUX4yHf9BmSh+lj5IZn2nDYINXwH\n",
        "mbdSWMMyUnFs+cpZ+OqQSzqZEz0K5O8Ne1pISxo3df40+KGaXukL4su/ohHIo1RWvcyISxoq4L2z\n",
        "g2tmlT/+4ET+7H4h5nFBeRYqoG5oqNv2zRnvsemhpe/MygPIoSRXrZbKlYUsfkwHPCI89BPbCeZe\n",
        "ZlLM+qy3fSJMaXLVFcOUdc8SkLvVIHFQ8ajVkfAuZvXVKuW0RfXqwlc62RQYMoCeJ9V+lr02RldL\n",
        "zs2YHaQfcJnxCrcPEkXAgpqbG51ITvOJMBA/PnOLf277Kkntk00iz13/U9KotBqopsNYBO8oNdHi\n",
        "l1aEd52GjKurlJFtBOu3hpLbhs+raeth5apCdx3rv1RtkAp/FnquE6IUoCsvpTJTjzDqXqCgmRnP\n",
        "ilEc8j3qGc/ykSnLS9ZPe/bNTs5fpkP9JVA1BCEqM5Wcoq7BmGKusgIxHCg3tW+9v1C+q+09KfHs\n",
        "kd3D59AcvhxAcPJUspb05adEaqezLlqIcmCE4LbLdRf447UeuZgWigLItA/x0MAlu6Bjavx5k4iP\n",
        "Ppv3I5RaGr2nQ3uBxfKW6NQ8TG/u0qPjeZKL7K8Q1lQtZYFHWRw5RNvPQEBfbqMOUmK1DH9SK7sB\n",
        "9zNHLl0b1SQ4ugl2JOF8y/IRvKMGkRMPX9W/wodqS36EkiS3AAVMA8HTNd7DEZxsJeO58yqMfqjw\n",
        "JrSffQfdcrjnveeRkyO2cZxK7Dz/o+WSdn0q44qzRgHThrN4YKALfGeMAOH2DtOQKiC7x+IJ0qEi\n",
        "eMZnUHzcN1avcI3JgkA8Hv9uAMcucTWaCOaeD9Xe63uGeT6C8rRK0uXA8hZ5WGo0RHa1sg1ZAAAD\n",
        "um1vb3YAAABsbXZoZAAAAAAAAAAAAAAAAAAAA+gAAALuAAEAAAEAAAAAAAAAAAAAAAABAAAAAAAA\n",
        "AAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIA\n",
        "AALkdHJhawAAAFx0a2hkAAAAAwAAAAAAAAAAAAAAAQAAAAAAAALuAAAAAAAAAAAAAAAAAAAAAAAB\n",
        "AAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAQAAAAAGwAAABIAAAAAAAJGVkdHMAAAAcZWxz\n",
        "dAAAAAAAAAABAAAC7gAABAAAAQAAAAACXG1kaWEAAAAgbWRoZAAAAAAAAAAAAAAAAAAAKAAAAB4A\n",
        "VcQAAAAAAC1oZGxyAAAAAAAAAAB2aWRlAAAAAAAAAAAAAAAAVmlkZW9IYW5kbGVyAAAAAgdtaW5m\n",
        "AAAAFHZtaGQAAAABAAAAAAAAAAAAAAAkZGluZgAAABxkcmVmAAAAAAAAAAEAAAAMdXJsIAAAAAEA\n",
        "AAHHc3RibAAAALNzdHNkAAAAAAAAAAEAAACjYXZjMQAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAGw\n",
        "ASAASAAAAEgAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABj//wAAADFh\n",
        "dmNDAWQAFf/hABhnZAAVrNlBsJaEAAADAAQAAAMAoDxYtlgBAAZo6+PLIsAAAAAcdXVpZGtoQPJf\n",
        "JE/FujmlG88DI/MAAAAAAAAAGHN0dHMAAAAAAAAAAQAAAA8AAAIAAAAAFHN0c3MAAAAAAAAAAQAA\n",
        "AAEAAABgY3R0cwAAAAAAAAAKAAAAAQAABAAAAAABAAAGAAAAAAEAAAIAAAAAAQAABAAAAAABAAAG\n",
        "AAAAAAEAAAIAAAAABAAABAAAAAABAAAGAAAAAAEAAAIAAAAAAwAABAAAAAAcc3RzYwAAAAAAAAAB\n",
        "AAAAAQAAAA8AAAABAAAAUHN0c3oAAAAAAAAAAAAAAA8AABAfAAAHOgAAAnEAAAXzAAAG1AAAAkIA\n",
        "AAWUAAAFUAAABYAAAAUHAAAGvwAAAp8AAAXVAAAFdgAABRYAAAAUc3RjbwAAAAAAAAABAAAALAAA\n",
        "AGJ1ZHRhAAAAWm1ldGEAAAAAAAAAIWhkbHIAAAAAAAAAAG1kaXJhcHBsAAAAAAAAAAAAAAAALWls\n",
        "c3QAAAAlqXRvbwAAAB1kYXRhAAAAAQAAAABMYXZmNTUuMTkuMTA0\n",
        "\">\n",
        " Your browser does not support the video tag.\n",
        "</video>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 6,
       "text": [
        "<matplotlib.animation.ArtistAnimation at 0x113132ad0>"
       ]
      }
     ],
     "prompt_number": 6
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "def update_line(num, data, line):\n",
      "    line.set_data(data[...,:num])\n",
      "    return line,\n",
      "\n",
      "fig1 = plt.figure()\n",
      "\n",
      "data = np.random.rand(2, 25)\n",
      "l, = plt.plot([], [], 'r-')\n",
      "plt.xlim(0, 1)\n",
      "plt.ylim(0, 1)\n",
      "plt.xlabel('x')\n",
      "plt.title('test')\n",
      "animation.FuncAnimation(fig1, update_line, 25, fargs=(data, l),\n",
      "    interval=50, blit=True)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<video controls autoplay>\n",
        " <source src=\"data:video/mp4;base64,AAAAHGZ0eXBNNFYgAAACAGlzb21pc28yYXZjMQAAAAhmcmVlAAA3lG1kYXQAAAKgBgX//5zcRem9\n",
        "5tlIt5Ys2CDZI+7veDI2NCAtIGNvcmUgMTI1IC0gSC4yNjQvTVBFRy00IEFWQyBjb2RlYyAtIENv\n",
        "cHlsZWZ0IDIwMDMtMjAxMiAtIGh0dHA6Ly93d3cudmlkZW9sYW4ub3JnL3gyNjQuaHRtbCAtIG9w\n",
        "dGlvbnM6IGNhYmFjPTEgcmVmPTMgZGVibG9jaz0xOjA6MCBhbmFseXNlPTB4MzoweDExMyBtZT1o\n",
        "ZXggc3VibWU9NyBwc3k9MSBwc3lfcmQ9MS4wMDowLjAwIG1peGVkX3JlZj0xIG1lX3JhbmdlPTE2\n",
        "IGNocm9tYV9tZT0xIHRyZWxsaXM9MSA4eDhkY3Q9MSBjcW09MCBkZWFkem9uZT0yMSwxMSBmYXN0\n",
        "X3Bza2lwPTEgY2hyb21hX3FwX29mZnNldD0tMiB0aHJlYWRzPTYgbG9va2FoZWFkX3RocmVhZHM9\n",
        "MSBzbGljZWRfdGhyZWFkcz0wIG5yPTAgZGVjaW1hdGU9MSBpbnRlcmxhY2VkPTAgYmx1cmF5X2Nv\n",
        "bXBhdD0wIGNvbnN0cmFpbmVkX2ludHJhPTAgYmZyYW1lcz0zIGJfcHlyYW1pZD0yIGJfYWRhcHQ9\n",
        "MSBiX2JpYXM9MCBkaXJlY3Q9MSB3ZWlnaHRiPTEgb3Blbl9nb3A9MCB3ZWlnaHRwPTIga2V5aW50\n",
        "PTI1MCBrZXlpbnRfbWluPTIwIHNjZW5lY3V0PTQwIGludHJhX3JlZnJlc2g9MCByY19sb29rYWhl\n",
        "YWQ9NDAgcmM9Y3JmIG1idHJlZT0xIGNyZj0yMy4wIHFjb21wPTAuNjAgcXBtaW49MCBxcG1heD02\n",
        "OSBxcHN0ZXA9NCBpcF9yYXRpbz0xLjQwIGFxPTE6MS4wMACAAAAHpWWIhABX/RMAAp6+BTaLKeym\n",
        "sMGgpkBkxhyrfh+1e7PHJj1iKENUzZ001fh2eVFbr6JwTMd7ZM94L+KGR+pMRIAAAAMAInFaO595\n",
        "FB+NLTDs/BeZnGKbUgTKyGfaamfZUUYtbtgKA3JsiPTHlWn2QyO+HG8kYSr4qgz53EGxPWP0hwA7\n",
        "ZhKpZd/zQbfRCbf58m5enAPed30pW/P7mze0Q1YKp0LxFOX5YNQsOXT/yE44m2/yqAMOD27deser\n",
        "TDXRiOmR+kb+pX7FSjA0H0kcU/hZBM9sx3p3e6h1R5FJOwBDii+WqVQgHOEVx4PTe24+WDOme4lT\n",
        "0NT06J2DP6J/1pIQSz3hD+sUimyWW77HeaaAmc51+/IhMa/SmLc0IyxiQKs5cKhO+9a0M8wdACV/\n",
        "Hbjne2jOA4IZPN5FZBL/IK4auyOLE1id3ysY1Qb0LUrrmthVlZw7XuIIaR/iXFPolgDp3BmJwobt\n",
        "XKs35e9AS6SwEnMDvfulisIeC4l6QWvIVp2Ze9piYFscqIIDW0nyoeDIvrFpZIS0QYIwlOz3i1DG\n",
        "DSSc/gA4LQRJR3CA+PbwPfC81mk+tnIgiRJZqNP35Mdlk2snxyYmdurS8AAAAwB8BIK1yHFFnXLh\n",
        "SjwRT32BDULy8gHv449CTmHOgjwoBZP4Is1ZRjIW2K+8rK2aJVBVhUuE4cHPaPJX2pirfmoBD6a8\n",
        "bUNXrkrN//yaJpQNJMlOzMEri6VsHVzzNA1nfkgYNSK301H36p6UBQULri/SvSAlkEwvRiuWwtay\n",
        "ZEG11gO+aSDoVF6SYcfbnjpOVygtb8kosbHkK6Ph5l3vNhWCn5mlhwJtka4h0VAOroRv0z82JvLO\n",
        "z3msDVPmsCewjINR7gL9Yth9uAZJF3MScwp7gGyLe9LQv3D+2qzyHX5bWpYQWZFXSI14D50uoBqu\n",
        "9ncziDyyHd/iH0BlcBWffYsuHW9PFLeAp6gTy5fQ22XEbTcCKwx0VmrUSAQLFky1pn17n+oVzS46\n",
        "UoJuqiYNL/6VvEYsWb6a8niSDXgj7WluiLAZoUBkqzEhvO11PbUEFHa2iS6eDX5XCzRgVVq7e/L5\n",
        "bUMwvc5SHgPvJQsUPTWtwFd4up0QWq2eSoBPGvqlpAWmcgiL97URr2r4dy4+i5M4FkW5Wn3pIBuf\n",
        "XjrKYjQsvrcVKVgxDTwN6/oLO7bqU7wtILM2FmVcnV7om42iJEUGH5CgM4QNVnMHYf9EpxaN15Tv\n",
        "NZszV0cz+0zkYrExsAP2wOxoAdMCZ4XOJTvN/RbGQyd5Pzb8QQjJTpU7c8mXtfgcERPPg4gxz+34\n",
        "jymxwgHI5W0/mEWHELJiaQw7gq77hgwASokZ23vgZ+/vSBYtEYahku6fFdasD21QY2PhhUZy0Hmh\n",
        "UYYnd+KQrhdUfA9irdFsghXEumIfn1CLhgRUezX+iEj+DvkE0giGjsO7ebn4+As4hgXUh0oM+Y1c\n",
        "mXrZvnKXmlABS3SGew2QW+um7A20MyxOoeHKAseFUKI/Zmekq+aL1kYCCDlA8HMZZn7MROCx7qrX\n",
        "QzIPj5qhAvoVdZhzE/HVhFLcziamwgcif5FehoMdhXggTDAASQWsdVQ3Hza9Xzcd1VFjpsa4hvaW\n",
        "8afHX1w8DmFMvWjrHpClWGigBed0N+iXV34iSssgLgLLW0atfSH6VL3LSTlFChsMTNt2EcEmRSqn\n",
        "Vew/muqzrh8w6aZWJ0rPvBY5MlPFr6jZ3xvxI3/qrfIS2f76Fu7BiTqnV/kEsaRnPY6qrLCXNzB3\n",
        "MYHWj4U9X623Jc7WQ8LqDC/mDU2VfNNHPnGJBv1gKfH3TSSvmAmW48OXrwIQgaUI2av+3lnmH7FG\n",
        "sDZSftCceycxBe+8nhpnimdBayObZesq9tW36YwNTIZ7iEXbrKVibR7aX2Lqxx4IHAk50cyPRCul\n",
        "9gCm86tulZPmn9sUP+Pbo00BLpRepbdyf29DrMafNL5c1GK2d3OxclV4Or58jNs5x4rXN0/IJVcW\n",
        "pQfaCVmJ5/sZ8cmlzz9eVOWzw3xDbxwhANqoFhFK7gXA7O/C1y7BYhWngHGn5bD5KJi7/M2UdEOP\n",
        "nfhXqyLxkFZJMrevobGYDQGKKohMKUf73hVMD5QqSR+hLVMli5gXWIPvvu9Me6zhdd5DavjixyCA\n",
        "6ym3GHFVEHpozcLWyzbCqZEBEKGjXO0Iz3lVtyfjYE9+105OzxPv2X0/0GBAQikr8m10ziQK92D7\n",
        "d316YAYrvD7HQBy0D8l4915/Y2nEtZEqtt5yR178vRBB2+H4SFCmeZ4HzB0/99mbOIJA3V6GhbuW\n",
        "fSx6fKpZEthjpvJ+5/YSbvK6Sv5EdKKDX1r92Z4nbqdhlULb/7b9mgxOaPKU4IeVVKHKNhZ19ODb\n",
        "kZOWbUhAhbxSciufePv4WbNB+uE5g/GElmjYs+uTzWgjsZBW3X+WF5gJlMfhykWJP/CEBs+UT+qv\n",
        "bfBSfzpb6aAhlXeoJmXAelVcMm99vHNXCO5y+pnqrtVBeahlDC7JlVmfqKdSl4EMCBQANACwOasy\n",
        "3dI6t+ipsA1T8Gt+h/PdkiuicIRpe4RNO7xec0C+STYYvwt9IgJZEw8rpGS4IJPDk1M11xzgmhib\n",
        "D5kAAAbXQZokbEV/AJMxHuVp058OB5pVP/4N6OgSm3MLolHylOMK9/yfMtqYa9y1FFVHfi6YcL8G\n",
        "ebxfPhY2v5NjMKOmqCX1fCMDPteSSp/lIZPvQsTyM66804uUAVHzc/QY61arSKb6PglJwdOlEmEi\n",
        "/6nhrssnn0y1/l7oZaywrSGiQ1JxiwTUPwE0mrW706nPmiOdhTc0lWNjhdKcQDY/bDVXKc/6+qmc\n",
        "HS/0lXRycjO4fGfGN1UPDGg35Cf67hUIt4ZiGrnZqMT/rZiIujuMbfMuI8gyfYzGJH5EchM8Lc09\n",
        "t541KL6w6GIBa5dotHWp4uK1KPBO+p9BWWOEMG8QlurtdZP4H54UhOItC9jXV1swQvFSH88T3Bal\n",
        "gFIOhU9Rguf04Tp3MfLJR+U6PcYnO5BVJOcKcgPHF7lUyGtjAAOwH5UbNSENrXrIsfOnLf0pSBdE\n",
        "mubLwRnqVxVvJRd+7/WUQcjNKevJK4/xmAG31g58UMLnNhp80C9zJOg+AbO7x5AYwbrSfP1pmRlj\n",
        "liGQ9prdPObUaA/UCGDTj4dls5u0Ma5j1g9X7UOLdv2JyyUHICb2sqc41Cz1OIcYRnGea0kxNeP2\n",
        "0+YDhIdK3wjfKFfh4bW4QyCVbSuLR+uNM0mAgE7bbtmAvncwNVmolrJAa2hC1Jkzi0rsAo8FndEH\n",
        "gFMNiaFtAAVM2RDsVfUOvvMLTyP/nRW/mpcXPsMpUI7CmqfqHi/iCW8aKUocmRbC4vCRdO/d/qDV\n",
        "Kb+a7NoHDJvaiY2YP+7gSkENtKQlyFrVB83iiGKmEjuqJbpYDY7zvY3aTWle5GVaRicwu3PLxT0r\n",
        "crFrN+Gb2C9oylXJZ/ySyYJBRk1jpoXsZMSQcwFidN7T5Dn4StESE25SShILoGOXsGvOtan1zCKS\n",
        "YCMVnCyGJjHz8ccbhSS5TcwOmsrKHVipoUinIUOgnET3DzcJFs5qmpD2MID2CcKETLFMArzw0ynT\n",
        "FzrTemi0/EnnafzeVWrhL/UHVLpvOqvQQ3LFbaBwU+oD+A2wJPAeIkYyt6TIvtIDplZzuFpGpFtO\n",
        "dGeH16ICVGqi1GQbMqbcH5HnCyqb/V+CKTgMtZfIuYEQ8JLsI8SVRYW7fb5xFhik6ITFp+TxoplD\n",
        "0v9mIObJgl0XMpm0e6dWYJCfKpNBR9mkLJVzg0fMJtGNMVVLwUFRzdX7efUB/qaEJK4USCZMSVLk\n",
        "10ygz3iPrN05NZUEOyvb1vBNoaShYkzbEI0V0uaDegPTT7bG2rApc1xID5zmyhLESKso7IZgnDFu\n",
        "OhFlh1su7VTOSQ/f8MevoMeqIQh83C4Qxb/iMdx6olN6JIAly1qQ9Etf1Egupu7qRJV8eO1Igp8F\n",
        "SmkOOdhObzbPEp/gJafg0DTx9yKMP0Ox4k/1T1i98Fl+ukP4VCbQ/g3aBisjAU+hdK51pGRInZFi\n",
        "D4UkVawUPzVD3dDLiuupNGW8uJOeVAipObaYtJh+LgMuQzoPAVgPXp5kJdrhYePjaIYhDZ88czEy\n",
        "G4UNW22G5o9ZEImyGoDJmIVfqcJ5UYg69slea3Se9yh8LEAaGnktLhYmg0P8363pm8Nbt41PZfUh\n",
        "TDmJr5bxaJgEmkdotNXjlGxiv6s+6bqKLUbDtMOzjB8v5wY+fdE8NnLRmI0MQ3Mp5Q3CQMyKm64U\n",
        "3w2RWaWlRLkCXXMBZrzBN2vbAaVisWvbXCZPePXF1BXwHHXW3L2X0chf9sUPpNhCc6SMX/LUh3d+\n",
        "hghpBlK/S0qJAG7FqGKZq5ETZjLS4upbHEwvJLh4U3QiqNVUI62YvEWQvO2ecs7fmxZiG//ElRfq\n",
        "ODzfFpL1C0Vgm71gljm5qEh6tVtnwk0J5YlL3AVz1tRUELzCXbhq/zWH2N3SIcLgzSqqUeiJdf75\n",
        "piSvTzwDfYq94CwXHemT8PpcQvsflCY96Rx2JzSHiwltxnBPYSlZVoY35aJpZIk15uLxEyPgXDtC\n",
        "7hWvqa+QMh87GpKnxqI6tQzqakFLwe7IAQVUPIAUbwZsHkJGCSTn/ZSxGXhG/TqTWabaCXoXgVoY\n",
        "9LSMp2ee65DimyjQuOYZei0FxA5ncoTdLxO4BInZUkdfSCYj/sTkcms12PIMJJ4wy6VZDk24M/HK\n",
        "v1+NFX6gGkg75BrbR8KKVMT0d8OngGY6gRY+y50ABf/lYT6xhcGiw35PaUsm+N9t0/6xsbpdyxWa\n",
        "q7NEBn/XoniYUWJEXb4gF/3/cC4GPO8Y7Ql8ZUaISPUTCTzxwge6myVLcIFHw0mBCNtmdleTvTvh\n",
        "jFTeEovcZoIqECKBLpXNrF8iMEF92JrGARRziUbXwAj27pP749mCyQkjpCq2kIAAAABMQZ5CeIr/\n",
        "DiMeAnJWzzZm3FnPl7GJbMxksU2jBGct5z3klzU62cKYBKF8qIpdl2XH7kl0nBM5ktNWMw0FMBTl\n",
        "zRKvhKvi5KF2SKDEgQAAACcBnmF0RX8OP5YAztqPbZ5roLnQjMPl4uPGBwrwjq9LpCn1B1aq8SAA\n",
        "AABAAZ5jakV/DiMTGgAAKOXs+Kn1vsJcXau9NVXG42lmWcbNmKVdbFiwCP2YI+WLAPavVkmUkL2c\n",
        "9hrEPx42muS5RQAAAmpBmmVJqEFomUwIrwAUVnlcKdsYrzjruepcFBDjeBzbHmV8Pxb6g3rfr2fM\n",
        "8E/xI+kk5wqtAeOCHZkw10ylvdVJRyUCs8KXuqS7L75o1tZ6kSiKBJDV7KRa8uRt6jc/KnzM3bp7\n",
        "8wnJLqVe6V8Xx41TW9j6sKGOBBHAbVL/4qoU0SpOVDLcPU+7Nfz5PbE7NwC+j/oKe/AgnZG1+VOO\n",
        "EE+J4kT7MGhC3urGgXdsrHu2NoXL1mmbPfpUf4fMAwgrBVDdlI7vgy3v6KYPuweSD81mxAPc/MN/\n",
        "eAO4S2EJfJnTuy3efVQlcZ4UJIfbh9hUF5/VzFNQPwyCDtjfMTYXQZhRuK7beYUmjVt/kfwUEBCE\n",
        "eg6Bo+tHp+ZE61U65eRgSgDQFcxUwtR6I03UjjOE5DB7kHrYv3aUme/r4AdC92jvBFpyDjdlG0XD\n",
        "iPHhABDPPWMotyAYQMJXQCyc6r6bcTkhhb5VjVFK8YEh4+Ok1wikLVOTg6542ikhhy9ow3zRzVyM\n",
        "43kcJYyZdjbB1VUl416CkamMCwJ1HMAhUFysKSkDjSn17ucyUZTsIiiAYJtL7QMk0YH+bVfFnVXq\n",
        "femiLcfQw39YbrLTswkQEgVIujnvwVYKmnE8wsc8775UBm7TOFwrXaqKYgXYm6IoR2AIfO0u2Smt\n",
        "pHYyRPA9ekPNoBaGGCfholn2/hq9jwdbRRjpzRd8HkIl8AMZoYH9c68l4aELM6Q0knd16ar0xwHk\n",
        "TQ1pWGKTicB0WGBEvqzPH4aXQrw3cfG9BEWremsdq+vltmpTu1AcRBHHOJew6CLNIJMKBNeg/RnW\n",
        "PzBj0MEAAAVRQZqJSeEKUmUwIr8AAerkppJW4PzQ//xj/vOq2XSluknFJHExWPCpGO85eVAgJR6z\n",
        "vIZ/wNBm1Y+X/oWSHLq5PSF0ftGjJzt4eQr3OmhzPmHHuV16oSD2ie3d6jmt8Rc3ajl4MheOFhqn\n",
        "8Qomf8H6Y3Np+tme72CsI51Jn5zTo2D6NUbM32uYvGXeP3rBYIh+TqYPLPVCcJiFsT6HrJ4N8LNp\n",
        "FH//DHy2ifII5YNj1XwRRVlBrAkCiYTbqXkbfVRPEQch8ggv5PhoRXtLRpXFTd5wEzzlvRig+FIB\n",
        "flI5kcoTMUKRI4FG2aVeqVLQEbLlo7qlwwI33jbFiP9VmvlmcvsK+EbMHkBc9eQ8jnE/aS4MWWKT\n",
        "zcgtwWqh0669sMdzkRIUBLyRNWfYerPIrUEYkehAvszow/zub7XGjSrouUOjlL2zjJhFJKxtMYHr\n",
        "NMNzp9yCVmT2MJOdsrZwCglFYfIiPo+BUH8L4oeCPqQ5kkDWetLP83oyyrb/vBFfMOfcWazFXhi0\n",
        "gPvMfUeFR2+Xt09nB9bnEY5ast4fEO0HG63TVccXZpCGGZgpk0ha/2IBIZR0AWEqf/QIFnB1IkVh\n",
        "nGqFjlBp37/7YUXyV0+OzJGOCCqaJl7zaZfGKXTIQEgPWLYKcD80UF5nC/QGant/QTTcPyfYu2Yj\n",
        "zjk0mw47/btGiI5SXzB5ExrHFbHjH6TLXNp5VciZ9l/Rp0kRrBYGnJZ8AI05jRIj+iJxy2HsjDPd\n",
        "C90oILnD0FZzAQG62RURXiINM/RRrRBEWPLsz4ffiOpGv6PG44ELRWCk2Y1bEwCy+rbbTZ/gj4Z9\n",
        "vFKXszLaNYrCjmMCNL7G77EO/HIVafJFqwCmzk/3dO0JKOK4NhqaA4R/a0HY/Moq5YfP68XFwTwI\n",
        "07vrZIOqW29aIMF8Yfur8Y0RDFQhlvWdOzIaS/0Xw/ShaWn7C1NYZK/iQzdo/7SUfRwiHyeVtStk\n",
        "vH/fW/aa5uxXqkazQrWmVyUQJGFekWwJ5clWEW1b0OGWBZDKvgthnUS7BVH5e8XNJbfjXmbGRIsZ\n",
        "p/QJWIypw3JSYdb1wKfaEOsd+EH5Cier4vEQ4zlJr1ySgj41//tlBE8MFAx6uPAUbkCQ+81o2p2v\n",
        "Js8ER7WdZF0tULbr+K70mfZexj46XYyN15X//NEZIQmL91/+RA7KlNtU1ka9xPiLbwW5weyvNbO0\n",
        "QS2VuUnn2qWAivMsgrc2tUtH0uIg368521ghoY+h+qAEZyumlU0EH9UgnIINM9aG35a962pfeZLC\n",
        "T6SByPkWHjpoN6T9MfAB36qsrcJbCCCCwVpcbUgA+W5oSc/gFQoIO8mGd1v2XubuF1GIoqkhJcTn\n",
        "9FWfWE5i7awU1QXb7uUMEA9aje57CgBzUb34O51466rhqP82/vkNgXWMr/SHR5dYnYg0eiLHVP0A\n",
        "jpvjeD5tqOj8Udo7GaqRKFVYkevCiPVf/LINeQuZcI/SCBx9bPtDdkn3MKRLr65QexOhZVVA36a0\n",
        "M7LPWJ8nlAZyhNHp6nQx7y2gX/wQSJkMCnWeawXa5iHQbGFZTosyfTRbUf0gyt4yknXtkbBa6uVF\n",
        "cYlcszka2LccWJgPU8DxQs8GFf7h488Dje4sn730bbnX9ZbEQ0R38/rzGx17QXy390bH6W2LZIuw\n",
        "iZTs6te1Ou3zGQM//dQl/sissoYqhJhsT/d3olFqIL/eTb4qJZh1wz81CNzi9OEzvTZctssQm1pj\n",
        "ogVhTGchTyuSUXm8aslir27zOTdz1PHyjtbXQOi/83vr5eaJcLc1d5GVAEPFURsemONl3LeZbEPd\n",
        "Rf0AAAA9QZ6nRTRMVw4jEUDku+JlyAAue8SNwYzqCkyvxOR/BMkATChbS+XHOPXpT+C02rvH9DNm\n",
        "S2dsxN20k3qTMQAAAEABnsZ0RX8OP4+drQX/0G5/e7iY1QRhujO7dV/mrTfQM4Hlp7cOIwkBa88E\n",
        "cuKMai2k49ersMKTjD6YLbpaHLUgAAAAPgGeyGpFfw4jET8K7LMZABk6yYgbSgwUAazxgBEXuF70\n",
        "+yTC8HotN1a3r9MdTBN2YcVlgbASG0NijeLTQy07AAAEQUGazUmoQWiZTAivADS77/AA3rZPQKkO\n",
        "ekKrX5uSY5mXSEBWw1ExVur6l0DPkfX1Od7kWpNaF3KuqMQ3UqzXpImyfQo9pKQTEit8W320fX+3\n",
        "mN8fdOquurtpGAmZTDzxntUvIk8KPzbgZGG3vq6S2RaInrk2f/bTymjLa6f5VTadCOXE7apKm6tS\n",
        "hfzOExtoR/ND6rclbjiIZFelPwiFF/SLFYKHl8eT9bzORM0Aol5X+5fxAsCEddVUA1CrPO7oDd/P\n",
        "KHYOgbdJlFQg2dyWOHrkW10gEExaUKHlsQXsatTSL+dadJCqRkR7PLPSg+YdD/yakUzfhu9M7lrS\n",
        "ZKxK+gIexoQm6l2Cin6P06qWzdxTaLiJHLQ7DZj8HELvUzgBid5r3onVatzgXjqluFPuihzR2E1G\n",
        "W0XerP2nI/cGAjVbt3jWIPoHHkW7PV8NkDqM8z/cmRwzwpj7L+FJOIaOlmw+LP3OHz+rn1AbfEkG\n",
        "+LgPqmtFRnbXZEqolaHAPNwM9pF5hZwuaYq2+ie5vxbvB4+vBEgZry4fD7cLZpXQ8fus+oN0OkUP\n",
        "NjaO5//UQWJZU9O8GCUGH8Cgi597cMhPyjItFJk1HVab/tnL+B7Blysm07d0YCYeEHX3lpxxqBgu\n",
        "0RqmyjR2Dd5pXcLM+JoQeOhNJ6EKpbpG5jg7bxIMSFntIds8dZ2vbya97TIuWfHvz0VjGDxqOmI6\n",
        "uzEaCdepS0TjKVS1iCbF8vRM6/Dc7fInDmVhl4bg1Kc6pC7AyrHqj0DT/0UaVhgQ5n6wfIWf2P8l\n",
        "CtUno8TzxJC1Vbjsf82+BUvxBns9n6qYy+s7u9kkDxpmwU/QkazA9Ii31K8iJ69Jtv5cGhGaBBNA\n",
        "DCdsnDrDwHR/mfFp+z4es6uA4YO0YAifLJoMi9ueD7KdDkF1V2aqkNUtZWx2l7i9Q/MTNr+2smw9\n",
        "n5kS2D5TshhQWOtxk3phu9zTq+aq1QTlqjWN2RA3RizrEUpuoDlV1Lpt4tDMWzVaQmx4MQsBJez1\n",
        "QQUmo8NZzCVleLubGg87xXo1CHW5/8Nad915qaT32tAtLbTB1cMPTb3wHo4ShzSLtMJcm6x5vvTa\n",
        "WgKGdzmQWqMV8KBjaHcqIspLORCYANLh9tLOJGSFhHFFA4Z7WTJx+qdJoKLH8TWPCiNmh80ceYYG\n",
        "tfsdukWV1aHTCgilQNuQ1UT4kDkZMwHw5aBkVsmz17O+H7Uc074FKFAHIUVo78ett0gO1Pany5zW\n",
        "hGgCj0dMT8REFQRueHN1PZT3L1mQD02dFipM5L+AihBjpa6UdDrFukypCliAR2d/DvW54ylLMqGT\n",
        "iyxWnLTFt4GHdUWvTH5Ffql8u5sCUEFaIyl7KXw6oOkL2NbPJ1+an2KoDuDh88R8eoky0oLYDFDA\n",
        "12vJCRRcys1eMuebVld+1q7jbjGBS+efSVPgpTH5pskKZS4FExKfgQAAAE1BnutFESxXDj2rS2/A\n",
        "K61fQJI/xIGDO2v3b4L+N73Wwk24vfd2KqlTeSn/gXq2u/THi8Hd3YMjmI7OIr5o55hJ9m4QmOWl\n",
        "jPDbYKnhsQAAAEkBnwp0RX8OP5EditMPhU7JhtjIi/pe+JPNLmSkz0S+t8ExqcWeacPn2EJtGglv\n",
        "VUE3CaIZRaey3SKkP3ZxNW7jAO9ku3IBDQ3gAAAATgGfDGpFfw5c1gvUXslkxV3h9RTjZ3nSRguA\n",
        "rLP8lc6Bt4vgZ0sMZ6QWXcvwTm+MMh/JEAyn5CWeo5xbZ5BJ5oFjCd6pPoO03GjtnHvMoQAAB05B\n",
        "mxFJqEFsmUwIrwAbG+FavlBbOH6yJuD92BUZeLJpjsnJcTN6QvLKimlG0bQOOcfKYyN/3K2kcweo\n",
        "O6iA2ov5o/UCP7BVxu//6PtAK/YHj6MISTsgn5VCU5omg1BnN1wJbP49PN6f1EPXwxapGKWllMbg\n",
        "eVbUQbdygJ4dnduxdosOUoRhjhHOXHxqa5D08+HUJs2IhpFP9egzUmA5CFTp7PwD1q9lqB5EM+yG\n",
        "jMAdD6UL0EBc98yjdrZOd57PW1UP5XZJ+irlOfdbo0rFP8d4qz/WYdjPc3mHWLF4N73Ry4hHNS80\n",
        "SxumvWmqUvQck+LuE/arxNYvv9fLttEMCGBE2ZChMelqL71aw4e2WOm5ng7NdPwtEqpEeotOpoz5\n",
        "kY+U75oLPaCcy8viMFWJJ0uxOdXMaiYaqUnJrwB+m6UrWbs4KMvJc3gc0tU8lP9ZG8ikue7siCVc\n",
        "LO3hEMe6/c4PammOmP04A56yNF9ufdk+P1UU6SXoLEtkynHTwU8Yz1TFR8rmfhyuv9UXrcLtvrGL\n",
        "n34120gMBL5l7yuvj+se2LwzBxXNcY3K66dsycCq8VeJtZqbz/ordsanvt/q4KHmdCzOIXq3S5Av\n",
        "YPLIyX/n06aSvhLbNs5mm7ZRP3796YhQzHD+c5QhyWJ//I2WZZE7oBpp6Yssh2kml6H0NIe6UIl8\n",
        "d8VYcrRtJXpQfKc4pvps8LC+q5M6C/mB++VD88yAC5XmZ6GVFkDFcPe+7p1RT5yIQX+26SW0yHx5\n",
        "LCYZPWooO3U63gPcMmgzx1jKH9O8t237SLEWByNLo1OUqdm4lxC+837tTB7p1KBHCWBkJ3J5JS4x\n",
        "t568R+gaOq9QwfTJ5jyUddp+JGHLR9ChqH7EbN3iu7JpcW6i6THGBS/1JeTiC//kb4kxkiOnjZD4\n",
        "0vLX/na0zhQjRMmzQX4HnOEWW3mnt/2dlAQ38efmECjzRYgYnUPOtO0mQ/7zhm0ba5o3KdZmaGzZ\n",
        "byyj6yQ/v7eguL4ugNfxkGeo7dOrvQnPxEHgnyvRYuT9UrwFSCsU77xi0Zoie7TqPPs7blF3c/8J\n",
        "EXP6KIvRqCPwVScOcw7RO6cnY7XqLcqzry+agB4Px40y1iBLmoyhBAf7D0jQAYT24ljxBBqWeIKw\n",
        "fCQYHJ/K9m5wHrW+3E/tWJAjFxiNMNLXW/nG0NQcBO7Ia11hh8h6Cfk8lr16/Vggsdq5455xyhzO\n",
        "p6NuV44vPcCUTbAWyqil5NRbEC3+p7v9VXhRP99mg52aE/s5VPjbW7FXfTqxhrBmzU/yb3L/lvoW\n",
        "qn8hix2SmnnE5q6Lz5rO187iV+yR0lyDpSqIuV7D4iEddYKUdqbgpiLijSmZ3JwNjZHfDaaKnb1r\n",
        "UPPBHEYPoTnz5GmnYgImtAVnCSD52TkrnCVCbeOkyXz3Tke3JbtMjNQspUpkPjpANm9M6UYTV25w\n",
        "TSPR7b2zHwz2jOaGNtsKlejoM6JYYQSi1wZ114l9W0u2hAVFtuhn5/4oLVZ7kyvCFhdeI6K4tgti\n",
        "djihonPVfNYBSNr2RWQwniPAzcse+Wipuo3JvOS64gJO1eQNYsLg45EU3eaEj9oOWVVoTXmm2eRG\n",
        "WSBpVjXYQ2fqAz6AogeGLf3i15Goq7yF0Rjxg2V1SBwWKJjDYDHd/XwWFvRXZ4+pW6RRDAQwdrCq\n",
        "3ZQQjYhBF/pBgHvqw+Cmo7//j5+G053h87877a8qAVTUFP7xhiiXIdv/6DD+GTh3OjOWf/QcKibw\n",
        "wpC9LThZ7s3vDfro82EIPVD35rBjtKQu8DsEfPRqEfkF2t5hMGVKboci8a2ftAh/40TQgeQrLkjQ\n",
        "/iB47btt1lT/t3gRFm4QtYivvUztKDaTS3pNkfRH//eK5H3egHVm3j+7+cGpfWXg5CIFpWHpUFqW\n",
        "xPuWFd3X9bftTcDiFmE+OfxMPPsHTSbqoEIueyc5tY4ZxVnV6EoZIkQumqHVcWL9bGfRjaqW5fZt\n",
        "9fDBh6KE/R3fBm8+6fT9s/ZWx8rAcunR8v3Upf5UTC8utj6eJ3X0gu3PoDiPOD0q15Nfs01opZQM\n",
        "9+iBxXvvg7/Y9XUNbJtEmGgBm4/gSon3LlCfSOH5rDWowC0EZRYeQXgWH/KesU3eKhSBsJ0x9fSn\n",
        "kKIMOqJMwLGSy5/pdNxcr/+2Wc/+oPJ9giIZl+kYmTXqe8sAPKrvPPC+L/PoXG8F0OlGC61m9EN+\n",
        "ZGu/iFF7kK17dK0DkiYwnJilmtI+MV9rPq92aOLa5ygKvk/7VTo34/1zFy2e4oA5MVbeuMdIm+VV\n",
        "Bj3QTgRCY+ZgS4oQ5na/2zHxKU06bb3k4sy7o7vfxU3/g54bSq1RbWkJp0zN52labnWn3t4iKoAj\n",
        "e136d4ghtFMllK8CsFukFrho8sA3HGS84hLQ4UE3SHPgKHlffbFs8vJgFoKBVCQEhaA1OKShD8Og\n",
        "I3iWBvFLuIO6Rojt0Z/BbbZEQlGh3thBN9RVibWjW5Ex+0nsWUkl0Dr2vH2JAAAA0EGfL0UVLFcH\n",
        "T+9M05+duGztsOex/KR6hViKxlDnJNmywBiA2WyXMP6wqxXRCtndpWkZllL6RgqLYBezIrNcYwA+\n",
        "FRcqFnGP7c0qu1ciqKi2pCnlYNe2SMNrmp76/nx/jXcprQkLs5H0Mljzlw5N07/bW/nwQ6xUlw8V\n",
        "hvzuUCqsSxgi8IPbsoPlVabjYsnv7hSjXcXpqV76KlhlYzIvX4oZkGHV1y4i3IX8jzG8FWFsNb2z\n",
        "YEAKAzsegC2yL85pkYVB+qnEoLwPfmpc/BtzRwUAAABGAZ9OdEV/Bz6zzgb9dU5I42ttj/j3YYsg\n",
        "K2OPMkOyZbACfP3wM/SKqHLsCKKCc/yIvybMhD4k92bppuYrIVFSszryXMwG7AAAAEQBn1BqRX8H\n",
        "TMVxS+kaPMGBqJd8Y02GKNQcSKmW+ZbLJ2O7Gcm8DfhEH684DdLPoJ167dx+tAzBzGTEHO0BR1zc\n",
        "V3DcgAAACBZBm1VJqEFsmUwIrwA+eYoFUgfm8gYU3R68wK5wjiEDrXwH6bkvpbV+YZlaTHKVBkvA\n",
        "orwT64CuHZ7YWgGpkEuH8Ic+vWoMMvUCEwKZCWJKEf9m7s1byXayGDbwhHjGI/3izjwJCsc1whUj\n",
        "1M82mth0gCc0d9WL+1dI3sWGL2hkP34LyEyCqKZb9aSn7XcHtBG2ucdi5c+QYcTCMUVaqtq9JGnC\n",
        "rCe09JwqUBMNGW5nX+IBzQJAqJ4P3FuUPyGqrf9XDc3ZQ5kj6itm49Qhgsz47ItjsvERwtkJuOLb\n",
        "lU3sNfA9MM48T03OtOsspkFS5MKzKKm7EIxqgTjRe3kjcq75EFPXAel5r5fM8Gn149IdCgNZjjB4\n",
        "WSlTNKjLd4HbpK65tXyhyUjx0YW3+W+NgF1m6f8MjYx2IY9Df+6ahjT9dQt2ySbZA0FgYvzyPRqw\n",
        "+vxf09GwvQcSeG4kPQijRqoXToGD8SmXDafYK4lEtL/D3H1fxjq4daHT1Oe9xFK7Dre1mGVVbTOg\n",
        "kGM25MRgW4g5CZuHN3bJ6FAFLzWSIV7tfsJH/8MP1EFJvdvKvjPakzxuEmArYI6Z+sjol1z8SIKn\n",
        "+P/i5hbEIBsxL48GktB/b0cqtUEE3Um904b980r70MxyNi4JFfrxtCNnuJhHvA8N/ZGpC+iUT1vx\n",
        "NDMDSutOwOX0D2FJS9IFMhoizCwCTA23lYfSSFQVEffGHdRvCWdYM5eR8hNdCG16jrbyVAqg32Ka\n",
        "xUyCZ0FqB1cA7tX+VzsCtaZQd6zp6nXI08HZ7kTWbpaWZkLqRRg2IX2G1ufoPr8xhE/IpIfGvWb5\n",
        "lizx2SF/ty0CQMR6SuoYjaZccrydjjr55QOKlPmXXDM/GUHG3G2fHRl5XJVfUudpRl/m5zIU+6WN\n",
        "xlEbNGxNxRCOrlfoM7w64F1AvkjIksY4DHiPIvDdxmF7OewQNBcCLIYCDoD6CNFFmRyqV5hZ08SO\n",
        "5iu33PMzq6XZmeNzy+YFgUBHqXpAu8I88CLy7dNrYrkK+sG1ohDr2CUI76nN3AeiXFlvLThcXomA\n",
        "nD/f5RcqzXQJ5IKwb1yMzVcB7/IYOeexJNxYP86lgJRzLqeD1zpi5zdMbj8PoTunvE3PKGoQsZVr\n",
        "fPtcj+2iTrU9BqcdE4oSkqHH1LDWlUFtynHVEHHhWNA1XASrwkfSTgji0B9KHZcu0A8tenx8YgxO\n",
        "otZaNkkLldrinlBWzu8Zb3fgtTlzUTX3+oWTUo/pTf5LMQmWIbJc9zgBtGnbqmNJ6Ihy/lCCW2lB\n",
        "KB9mBk0pZo/OVGUqTrVNpO9AesrELnlYD3q4E1j+bNGqxgJK/nKaphOTBQZyPNmEZcdlXRW0vo1u\n",
        "0UOkObIHREjJh28tKWuhcsOxrfiyYfbBFaWadW75vKbKe5THvCmgYyfnpm0Lq8cUwAJpaSJ9Gutf\n",
        "n12oeI5FRPtu02KJpAE7BNgbzuhAMxwb2g3d7FlcSRWRgcZWxGFm5bMHKoO0mwvP5OpU6ZLEkZKS\n",
        "wV7EtzAbGgGkpP1Kq8R7pXihVJhjuButZRSqxTMlRQOs5oLrH/1DM3RzDNjICeSsok1KTALQAwTO\n",
        "S4AXaFN7Pu8yOmlJJXR9644iHnkj6phOF5V7ce+E9wabJwsY6hUhWadKnCfjuGZjD6YnaD/tYUHs\n",
        "Zyw0/8vGjuroR2ZIHQC20SL0BEai0UDGNBaqvXnhAwJkdoB0cw3PWzUWQ1mPFWLwKxaeVkathcxm\n",
        "RjQlJ+6RGiGy20gOM2mNICXgm9bMdio3JgEVsaC67H0W2mXIgUduwGG3CChIEb/u0dtM8tVfWmsc\n",
        "LOqQvfAUeiQa6ZYNNdK2W49QqLUCAhUc+tx7KuDMjDF5V1LhUUQuIGSNuEIPFZYjjjapq0j2j6kR\n",
        "mbW2OsyvYJT96FdXPVP5KCmg5tRIlmnZCDPd40FagpBUV72kFpKKPMGf+48/5v+hUiD5DP5//XjC\n",
        "pDOfgDgjogccNOcHzXmYYRfzNiBzRtFHQ2/N+rOG+/fKk7MedQOXOz6dw45udR4tODjipVDabDUu\n",
        "MkHUAuNcZg3/rirrGf6eSorbCwDvmocfAMm4uWxCqF82+DTx00lUrNfI/WEGZZGw3ElljRdTW5Wt\n",
        "SDxelcgiCO8l5VevFPTV8xOAPjm+d9U9+2jJBkHLga/MptLi3mVASVF5lQi0qNqx7C5BlEompQHO\n",
        "Lyh9jMg63QZzqkRRizLCylK7uCjoYKpu/4e3QXe9jH/AdLlxbjWBjSRIGT8bygkrRUTUU6T+AbKo\n",
        "OkzXXRtOY1Mj6F7fEpE/JRUFSmivaDhJycDZ3Af3dk89852PGYbPRAtv33ZLV/c1qIcS8f7ZXGjj\n",
        "C4cZA/Tjl/xUMF/oNVhhCEdlGQwYeRFSinO51/CEAfxZ6BbkQ///Kk3Qr8Abv/nwUg+ApaRAhCde\n",
        "fDNYGXwsTLIk6PFuYzixG1j2A3eFQcuskOyGeykpYV3eHeGnN4POeD0jaShtzU1iDkt9IYrlXUxE\n",
        "6V6VQtryvtC8fF2AmBvxPoyFsshcH4cqy+nZyCeZoQ2qj8C2zGrPsJPCUDf0mI2RddccVqOg9n0o\n",
        "lDjQwBAWbo2ednoJtfJmQQJBYYp1wkx2OeDamVD1NKJVuRHBxt5Dj5rzQ1ay59oEpS1zjirgf0qo\n",
        "ZcAR6garKqPqUn5bDdMr/H2T0BrdsR3iQpwAQvn2lA0TSnlmiN71z3Uf08vx9WITj6Ttqku6bn2z\n",
        "ya6E9c/95ORP3h9c/TvK6XukI7g7ORdCsiEAAABeQZ9zRRUsVxF+GAoGAA25LSxgqvzJkOL4EOzA\n",
        "Syecr2hUPzZnGdsTrxm040bSQPv0AGXzpHsnV8y9OCjcmI2KdYTtd3lVEU92BcSkXEfALNRZEupB\n",
        "hSqKCROqAbUPqAAAAFMBn5J0RX8Q/mTkUlxR8PHZfK6/t0U5o5w7ywJ2dEtUFgCBtMoMWThPlrHq\n",
        "skiCxzZmcD05NaJfCSGbBvISmp0Ztd8k5plGK85RFzuo4IhOPW0NyAAAAE8Bn5RqRX8RfrobYlAA\n",
        "348+5gmTve7tEgfIlm0ex/ckSrpIpTVCH1X8HQ32Ri9lfbBCASPvGOfqe1Im78C/BXLaRTQviV4j\n",
        "PSzQ1o0/w06JAAADLkGblkmoQWyZTAivAD54lQQqkg4awRpAo62Qtd6LH6Pp//N0T6TgRQFE+IXe\n",
        "butrL6CwzRhgZNd0HQs81f7ClvN/3APzM4oC+dUmxWMFy+GMeu7qadOzPr76zGD95nQNBOz5leRG\n",
        "8Vge7BCJt7mwqg3G8e//WikFa7XTvyH2O+bkt/TvPnwZGJLUxcGXeUL9J9kRd/PIgNCL0epxPUY6\n",
        "b5DGl3IcmPPWFs2hypaT5rbR5i92TIyX+SSnpjrbv2yhLdBr8l96Xgr/KVjzDbTRgCnZkBj8U8oE\n",
        "xCSOha7QKBweKHxoztJw/+EAFGD3H1AlnK5ueHvf/lr69w0sMSRCfU7Is+2xlCsU4+hKp3Xn0YYE\n",
        "PT73neRscHLXcBIAeOw5vaZBLNSnhyIMnDwq9H/kV4Cl6X8ak3dKkCNkSl68HGLpLnjK/bLW4xTt\n",
        "n3TElYaILTr4F7A3EsHN4eAYBTazgi8GlEacRSAeZy8A67ag8fbJcZ+ahqUC6xRLVkrAB0Ob4kuu\n",
        "e400Ac8EkbLc1WzcDpBnyNLxiOv1htbM3t0msFwzLCvaqH3kg1YiVf0UNqXzvxVoaOSOiRRkhgpn\n",
        "bJeSUf73TVJiUvpzFEKRTIgSJ9X3RF4U0guW/TOhWzKVLQkzWG3CW1YETC+FaNX2wTrFlA+vqkQ3\n",
        "81A+8rm72pES1Qsou/Ysd5WwuIIRtFLVelrAiJfMAegfhhq6V0U3uDLEYcAlvKJWJBJY6NOGjpHs\n",
        "s5NPXU2Irxb6SAjYyUnEjAtb4Mtukh6sg4zhPrMB++QDg4IGYG86w7FPdOWxMhA3TJlRkneaVmb2\n",
        "PsjQdAP84LtVb71iul9XeqmRFvw6emNfzoYrFbae5zZDnDfpRFcPgWBEz0HANIkZCdoBF3i2a+OK\n",
        "QiehjdXhOvXyVcTJeaPqeAKwKm6aXxAQN0dxA2qHgsS9COXG8M5u6QHBooRgaR5ityEASR2zIvnX\n",
        "itD5yf/pPDMMAmj4xXSUvT6q4cBFFbQbRY9+KbXdtNFBAAFkV6vYFM6Rx4m5TNVnnLFpMBFju9dj\n",
        "rD6u2jXPx66E+1RU/S0ngv6fc0FZRW2KKfyXv6AAAAF8QZu3SeEKUmUwIr8ABGbD+9G3TIhNqxa5\n",
        "UXpVd23HqCIeBvP4amO3Y5rLxShujoyZt0qbBXl6TurJ/CfjvQcv4rkjgQeXlE60YGgh+ujZGlec\n",
        "7nswxSFJKDEFoPYkj9KFiBmZBZIgYRPh5uc3/RcMG+mncXR+uZXar7TdM5x+hye3LUZ7S+brkozy\n",
        "p48d2KU42WGGORBZhIF1uC1JKdOjAc1I2qNbq7LbLQQKuiLvJn+3+jsotS0zvR62DlIvEMksWtAT\n",
        "YQPeualWhFtamP174ytPmF1/+ajIdygPAjjHw1mmGBm3+vb5GaNTvxlV7HsDKP9l95H+esVrK+oL\n",
        "ApTGMNrhE8IrXamzhcxkAKKm/H9yF7plPJLnuAd2HxNMXsdP+BHgCtW39KYBHnCuzXTXjIpoY0Fw\n",
        "0P9yatgYt2cRJXsRDtL3KrfHBFtvGJixZ3pcCxmPguPTvZHl97sICiuN9rtEBmNGL3jq2AyPprvx\n",
        "dE6RHLorQvxLmcVO2fEAAAFSQZvYSeEOiZTAiv8ABHZWSXxTjzag1SH24b5bqZB011753otddVpq\n",
        "5eoz3zI6v3J3UOiUxIBhn6wl8yJTEOwi1F1HRpB4blFReEO5E1DNAc8zrPYPp+KfHx3I2dRbJTjP\n",
        "SJdQmUbH9CrnaxOor5MTb+z4xfXc8TGGLYHDsVHkljVkH3k1eUY/exE+phUG1i1sR0RgBPwIXUvI\n",
        "ijVoJbhJtGUZAvVtxjHeetrbijbBPkn19F2KmoT7TbO20kaW/h+gIyzxHo2DhH07wL5c9Fy5nrO0\n",
        "R25Wo9b0K+ZqVGoR1CxoIxid23K3m47FJ9rMvzGobDZZG8Bapzb1PeakCX9A6ZOZ7SfiPt/gghKe\n",
        "0XnBKYor/sNvMBbbQpuEzkfIupsdX+yanAP0gVDo5HqiteRd06nYnDSg8eZMaZTXojiTJ/cyWC59\n",
        "JVaS6vPd9FGIcr0TIdsAAARKbW9vdgAAAGxtdmhkAAAAAAAAAAAAAAAAAAAD6AAABOIAAQAAAQAA\n",
        "AAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAA\n",
        "AAAAAAAAAAAAAAAAAAAAAgAAA3R0cmFrAAAAXHRraGQAAAADAAAAAAAAAAAAAAABAAAAAAAABOIA\n",
        "AAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAABAAAAAAbAAAAEg\n",
        "AAAAAAAkZWR0cwAAABxlbHN0AAAAAAAAAAEAAATiAAAEAAABAAAAAALsbWRpYQAAACBtZGhkAAAA\n",
        "AAAAAAAAAAAAAAAoAAAAMgBVxAAAAAAALWhkbHIAAAAAAAAAAHZpZGUAAAAAAAAAAAAAAABWaWRl\n",
        "b0hhbmRsZXIAAAACl21pbmYAAAAUdm1oZAAAAAEAAAAAAAAAAAAAACRkaW5mAAAAHGRyZWYAAAAA\n",
        "AAAAAQAAAAx1cmwgAAAAAQAAAldzdGJsAAAAs3N0c2QAAAAAAAAAAQAAAKNhdmMxAAAAAAAAAAEA\n",
        "AAAAAAAAAAAAAAAAAAAAAbABIABIAAAASAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA\n",
        "AAAAAAAAAAAAGP//AAAAMWF2Y0MBZAAV/+EAGGdkABWs2UGwloQAAAMABAAAAwCgPFi2WAEABmjr\n",
        "48siwAAAABx1dWlka2hA8l8kT8W6OaUbzwMj8wAAAAAAAAAYc3R0cwAAAAAAAAABAAAAGQAAAgAA\n",
        "AAAUc3RzcwAAAAAAAAABAAAAAQAAAMhjdHRzAAAAAAAAABcAAAABAAAEAAAAAAEAAAoAAAAAAQAA\n",
        "BAAAAAABAAAAAAAAAAEAAAIAAAAAAQAABAAAAAABAAAKAAAAAAEAAAQAAAAAAQAAAAAAAAABAAAC\n",
        "AAAAAAEAAAoAAAAAAQAABAAAAAABAAAAAAAAAAEAAAIAAAAAAQAACgAAAAABAAAEAAAAAAEAAAAA\n",
        "AAAAAQAAAgAAAAABAAAKAAAAAAEAAAQAAAAAAQAAAAAAAAABAAACAAAAAAMAAAQAAAAAHHN0c2MA\n",
        "AAAAAAAAAQAAAAEAAAAZAAAAAQAAAHhzdHN6AAAAAAAAAAAAAAAZAAAKTQAABtsAAABQAAAAKwAA\n",
        "AEQAAAJuAAAFVQAAAEEAAABEAAAAQgAABEUAAABRAAAATQAAAFIAAAdSAAAA1AAAAEoAAABIAAAI\n",
        "GgAAAGIAAABXAAAAUwAAAzIAAAGAAAABVgAAABRzdGNvAAAAAAAAAAEAAAAsAAAAYnVkdGEAAABa\n",
        "bWV0YQAAAAAAAAAhaGRscgAAAAAAAAAAbWRpcmFwcGwAAAAAAAAAAAAAAAAtaWxzdAAAACWpdG9v\n",
        "AAAAHWRhdGEAAAABAAAAAExhdmY1NS4xOS4xMDQ=\n",
        "\">\n",
        " Your browser does not support the video tag.\n",
        "</video>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 8,
       "text": [
        "<matplotlib.animation.FuncAnimation at 0x1132b2d10>"
       ]
      }
     ],
     "prompt_number": 8
    }
   ],
   "metadata": {}
  }
 ]
}

mpl_animation_html.ipynb