07_test_3body.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculation finished! %\n"
     ]
    }
   ],
   "source": [
    "#!/usr/bin/env python3\n",
    "# -*- coding: utf-8 -*-\n",
    "\"\"\"\n",
    "Created on Thu Jan 25 15:08:54 2018\n",
    "\n",
    "@author: ysc\n",
    "\"\"\"\n",
    "\n",
    "#导入各种模块\n",
    "import math\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from mpl_toolkits.mplot3d import Axes3D\n",
    "from scipy.integrate import odeint #积分器\n",
    "from moviepy.video.io.bindings import mplfig_to_npimage#动图生成\n",
    "import moviepy.editor as mpy\n",
    "\n",
    "##常用天文常数(国际单位制m,s,kg）$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$\n",
    "m_sun = 1.98855e30 #太阳质量\n",
    "m_earth = 5.97237e24#地球质量\n",
    "m_moon = 7.342e22#月球质量\n",
    "\n",
    "AU = 149597870700#一个天文单位\n",
    "S_earth_moon = 3.84399e8#月球绕地轨道半长轴\n",
    "R_earth = 6.371e6 #地球平均半径\n",
    "\n",
    "G = 6.67191e-11#万有引力常数\n",
    "##初值设定$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$\n",
    "#太阳、地球、火星\n",
    "\n",
    "m1 = 1 * m_sun\n",
    "x1, y1, z1 = 0.0, 0.0, 0.0\n",
    "v11, v12, v13 = 0,0.0,0.0\n",
    "\n",
    "\n",
    "m2 = 1 * m_earth #质量\n",
    "x2, y2, z2 = 1 * AU, 0.0, 0.0 #初始坐标\n",
    "v21, v22, v23 = 1e2,3e4,0.0 #初始速度\n",
    "\n",
    "m3 = 0.11 * m_earth\n",
    "x3, y3, z3 = 1.5 * AU, 0.0, 0.0\n",
    "v31, v32, v33 = -5e2,2.4e4,0.0\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "M = m1 + m2 + m3#总质量\n",
    "\n",
    "##积分器$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$\n",
    "##积分器$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$\n",
    "ta = 0 #初始时刻 \n",
    "tb = 100000000 #终止时刻(s)\n",
    "step = 1000  #步长(s)\n",
    "number = int(tb / step)\n",
    "\n",
    "#积分计算$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$\n",
    "ni = 0#积分器计数\n",
    "#x_i$\n",
    "def int_function(vrb, t, m1, m2, m3, G):\n",
    "    x1, y1, z1, x2, y2, z2, x3, y3, z3, v11, v12, v13, v21, v22, v23, v31, v32, v33, ni = vrb.tolist()\n",
    " \n",
    "    #################你在这里写代码#################################################################\n",
    "    \n",
    "    r12 = 0\n",
    "    r13 = 0\n",
    "    r23 = 0\n",
    "    \n",
    "    a11 = 0\n",
    "    a12 = 0\n",
    "    a13 = 0\n",
    "    \n",
    "    a21 = 0\n",
    "    a22 = 0\n",
    "    a23 = 0\n",
    "\n",
    "    a31 = 0\n",
    "    a32 = 0\n",
    "    a33 = 0\n",
    "\n",
    "    #################你在这里写代码#################################################################\n",
    "    \n",
    "    \n",
    "    dv11 = a11\n",
    "    dv12 = a12\n",
    "    dv13 = a13\n",
    "\n",
    "    dv21 = a21\n",
    "    dv22 = a22\n",
    "    dv23 = a23\n",
    "\n",
    "    dv31 = a31\n",
    "    dv32 = a32\n",
    "    dv33 = a33\n",
    "\n",
    "\n",
    "    dx1 = v11\n",
    "    dy1 = v12\n",
    "    dz1 = v13\n",
    "\n",
    "    dx2 = v21\n",
    "    dy2 = v22\n",
    "    dz2 = v23\n",
    "\n",
    "    dx3 = v31\n",
    "    dy3 = v32\n",
    "    dz3 = v33\n",
    "    \n",
    "    dni = 1.0\n",
    "    \n",
    "    print(\" Processing\",round(1000*ni/number,1),'%',end='\\r')   #输出进度条\n",
    "    return dx1, dy1, dz1, dx2, dy2, dz2, dx3, dy3, dz3, dv11, dv12, dv13, dv21, dv22, dv23, dv31, dv32, dv33, dni\n",
    "\n",
    "#参数值在代码开头设置\n",
    "init_status = x1, y1, z1, x2, y2, z2, x3, y3, z3, v11, v12, v13, v21, v22, v23, v31, v32, v33, ni\n",
    "args = m1, m2, m3, G\n",
    "t = np.arange(ta, tb, step)\n",
    "result = odeint(int_function, init_status, t, args)\n",
    "\n",
    "\n",
    "#绘图#$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$\n",
    "#绘图#$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$\n",
    "x1_plot = [0 for x_ in range(number)]#创建列表以存储坐标\n",
    "y1_plot = [0 for x_ in range(number)]\n",
    "z1_plot = [0 for x_ in range(number)]\n",
    "x2_plot = [0 for x_ in range(number)]\n",
    "y2_plot = [0 for x_ in range(number)]\n",
    "z2_plot = [0 for x_ in range(number)]\n",
    "x3_plot = [0 for x_ in range(number)]\n",
    "y3_plot = [0 for x_ in range(number)]\n",
    "z3_plot = [0 for x_ in range(number)]\n",
    "xc_plot = [0 for x_ in range(number)]\n",
    "yc_plot = [0 for x_ in range(number)]\n",
    "zc_plot = [0 for x_ in range(number)]\n",
    "\n",
    "\n",
    "for i in range(0, number):\n",
    "     \n",
    "    xc_plot[i] = (m1 * result[i][0] + m2 * result[i][3] + m3 * result[i][6]) / M #质心坐标\n",
    "    yc_plot[i] = (m1 * result[i][1] + m2 * result[i][4] + m3 * result[i][7]) / M\n",
    "    zc_plot[i] = (m1 * result[i][2] + m2 * result[i][5] + m3 * result[i][8]) / M \n",
    "    \n",
    "    # #非质心系,若要用则需注释掉下面质心系的部分\n",
    "    # x1_plot[i] = result[i][0] \n",
    "    # y1_plot[i] = result[i][1] \n",
    "    # z1_plot[i] = result[i][2] \n",
    "    # x2_plot[i] = result[i][3] \n",
    "    # y2_plot[i] = result[i][4] \n",
    "    # z2_plot[i] = result[i][5] \n",
    "    # x3_plot[i] = result[i][6] \n",
    "    # y3_plot[i] = result[i][7] \n",
    "    # z3_plot[i] = result[i][8] \n",
    "    \n",
    "    #质心系坐标\n",
    "    x1_plot[i] = result[i][0] - xc_plot[i]\n",
    "    y1_plot[i] = result[i][1] - yc_plot[i]\n",
    "    z1_plot[i] = result[i][2] - zc_plot[i]\n",
    "    x2_plot[i] = result[i][3] - xc_plot[i]\n",
    "    y2_plot[i] = result[i][4] - yc_plot[i]\n",
    "    z2_plot[i] = result[i][5] - zc_plot[i]\n",
    "    x3_plot[i] = result[i][6] - xc_plot[i]\n",
    "    y3_plot[i] = result[i][7] - yc_plot[i]\n",
    "    z3_plot[i] = result[i][8] - zc_plot[i]\n",
    "\n",
    "    # #m1参考系 坐标\n",
    "    # x1_plot[i] = 0\n",
    "    # y1_plot[i] = 0\n",
    "    # z1_plot[i] = 0\n",
    "    # x2_plot[i] = result[i][3] - result[i][0]\n",
    "    # y2_plot[i] = result[i][4] - result[i][1]\n",
    "    # z2_plot[i] = result[i][5] - result[i][2]\n",
    "    # x3_plot[i] = result[i][6] - result[i][0]\n",
    "    # y3_plot[i] = result[i][7] - result[i][1]\n",
    "    # z3_plot[i] = result[i][8] - result[i][2]\n",
    "\n",
    "    #m2参考系 坐标\n",
    "#     x1_plot[i] = result[i][0] - result[i][3]\n",
    "#     y1_plot[i] = result[i][1] - result[i][4]\n",
    "#     z1_plot[i] = result[i][2] - result[i][5]\n",
    "#     x2_plot[i] = 0\n",
    "#     y2_plot[i] = 0\n",
    "#     z2_plot[i] = 0\n",
    "#     x3_plot[i] = result[i][6] - result[i][3]\n",
    "#     y3_plot[i] = result[i][7] - result[i][4]\n",
    "#     z3_plot[i] = result[i][8] - result[i][5]\n",
    "    \n",
    "    # #m3参考系 坐标\n",
    "    # x1_plot[i] = result[i][0] - result[i][6]\n",
    "    # y1_plot[i] = result[i][1] - result[i][7]\n",
    "    # z1_plot[i] = result[i][2] - result[i][8]\n",
    "    # x2_plot[i] = result[i][3] - result[i][6]\n",
    "    # y2_plot[i] = result[i][4] - result[i][7]\n",
    "    # z2_plot[i] = result[i][5] - result[i][8]\n",
    "    # x3_plot[i] = 0\n",
    "    # y3_plot[i] = 0\n",
    "    # z3_plot[i] = 0\n",
    "    \n",
    "    \n",
    "print(\"Calculation finished!\")  ##运行提示，计算完成"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "uplimit = max( max(np.hstack([x1_plot, x2_plot, x3_plot])), max(np.hstack([y1_plot, y2_plot, y3_plot])), max(np.hstack([z1_plot, z2_plot, z3_plot])) )\n",
    "lowerlimit = min( min(np.hstack([x1_plot, x2_plot, x3_plot])), min(np.hstack([y1_plot, y2_plot, y3_plot])), min(np.hstack([z1_plot, z2_plot, z3_plot])) )\n",
    "lim_const = max( abs(uplimit), abs(lowerlimit) ) * 1.1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#二维xy绘图    \n",
    "plt.figure(figsize = (6,6))#figsize代表横纵比\n",
    "plt.plot(x3_plot, y3_plot,c=\"red\")#c表示绘制颜色,可以为十六进制颜色码，如c = '#6BABF4'\n",
    "plt.plot(x2_plot, y2_plot,c=\"blue\")\n",
    "plt.plot(x1_plot, y1_plot,'o', ms=20, c ='yellow')#ms表示绘制点线尺寸，c表示绘制颜色，'o'表示绘点\n",
    "plt.ylabel('Y')#坐标轴\n",
    "plt.xlabel('X')\n",
    "plt.xlim(-lim_const, lim_const)#设置横坐标\n",
    "plt.ylim(-lim_const, lim_const)#设置纵坐标\n",
    "plt.show()\n",
    "# plt.savefig('3body2D.png',format = 'png', dpi = 300)#输出图片名称,格式，分辨率\n",
    "# plt.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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8EH7ta1/DI488ghtvvLES0ywbVPiqEDUFsKRSKaELwODgYNHnNGoVPi2h5PeWz9qsq6vD/v37hX6MsVgMPp8PKysrCAQCxJPpK4mSVWP46xebR6jX6xGJRGA2m8s4s8pAha/KKKZvXrkJhUIYHh5GR0cHjh8/LmsuahUstc6rXCiZSyeV+vp6tLW1oa2tDQCEHMKFhQUEg0E0NjYKQtjY2KhqIVSyTmgp149EImhsbCzDjCoLFb4qgg9gkeva5BdzEgtCIpHA1atXcerUKdjtdtnjkDrjI9kqiVJZ5D6PfDJ9R0cHOI5DOByGz+fDzMwMwuHwnhxCNQmh0q5OufDfa7VDha8KIOXa5EWmlCCBVCqF8fFxJJNJ3HrrrSU3NtXpdMIBeqnkE75iLTgtWXy1UD2FYRiYzWaYzWa4XC5wHCfkEE5OTiIajaZ1pjcajVXlalQLkUhEduswNUGFT+WQzM3j62LKFb5gMIiRkRF0dnYiEAgQibKjZ3zaplyiyzAMrFYrrFYruru7hWR6r9eLa9euIZFIIB6PY2NjAw6Ho+Kd6atV+Ph2StUOFT6VwnEcotGoUP+QxHleKQWhl5eXMT8/j1OnTsFmswl5V6WiVuFTk1us3ChdPaUS1xYn0/f09CAej+Pq1asIhUJYWlpCKpVKyyEsd0PeahQ+pZ8TklDhUyF86DDfDubkyZNExpUjfMlkEuPj4+A4DoODg8KCoLauCuWw+KgFWdsYjUb09vbu6Uw/NzcHAGVNplfavVzK79aC+FHhUxni3Dy9Xk9EXHiKFatAIICRkRF0d3ejs7Mz7YFXW8UVmscnn1pZzIoh856zdaYXJ9Pr9XpBCO12e8nWmtKdIarN2iQNFT6VkNloUqfTlUX4pCzmHMdheXkZCwsLuPHGG7NWaVBbxRVS86Fog0KLf2YyfTweh9/vF2rQ1tXVVW0yfSqVkmXB1pJgUuFTAbly80i5E3mkiEMymcTY2Bh0Ol2aazMTUhYfyXvUioVGGmrxFcZoNBJNpq/GiNJayeEDqPApTr6yY5V2de7s7GB0dBQHDhxAZ2dn3rHUaPHlIhwOY2RkBHq9Hk1NTXA6nQUTnLXk6tQipSaQV3MyvVyLLxQKwWQylWFGlYcKn0JIyc3T6XRIpVLErplL+DiOw+LiIpaXl3H69GlJCapqO5vLNc76+jqmpqZw7Ngx6PV6+Hw+zM7OpiU4O53OPQ1ytYaaFuZKQLpkWDHJ9EqLh1yLLxwOU4uPIh+puXmkXZ3ZxkskEhgbG0NdXR0GBwcl7wTVHtXJd34PBoMYGBgQLFRxt3BxXlcymYTdbofT6YTD4dCUxaeV+xRTzpJh+ZLp3W43YrEYYrEY1tbW0NTUVPFNl9xc3lqp0wlQ4asomX3zCuXmlVv4tre3MTo6ioMHD6K9vb3osdRq8cViMQwNDaG5uRnnzp0DwzB7qsOIE5wPHDiwJ5ydYRhEo1H4/X7YbLaaOdTPhhbP+CpZJDozmT6ZTOK1115DNBoVkuntdrtgEZa7IW+hzgy5CIfDilurpKDCVyEyXZtSe9WRhBcHjuMwPz+PtbU1nDlzRtYuTm01Nvl783q9GB8fx7Fjx9Dc3Cz59zPD2WOxGN544w2sr6/D7Xajvr4eTqcTTU1NQkEBSvWipNgzDIO6ujr09PSgp6cHLMsKm67FxUWwLFvWZHrq6qTCVxFIlh0rBZ1OJ1SsqK+vx+DgoGxLhqRgkbJqvV4vPB4P+vr69tQTLPY7r6urQ11dHY4ePQrgreCFubk5hEIhWCwWQQirvXahFl2dSobmZ15b3HAX2I2szvQ+iHMIS02mlxvcEg6HqauTUphsuXlKEovFsLCwgGPHjgnRaHJRU1RnIpHA7OwsOI7DzTffnPV7ltvJgiczeIE/s7l+/Tri8bhwPtjU1FT2clflQGsWrJoTyA0GA5qbmwWPBV/FaWtrC9PT00J0Mt+Zvth1pZR0Bip8lLyoqW8ex3GYm5vDxsYGurq6ShY9QD1RnXwKBp9onOuFJl3VJbMA8vb2NrxeLxYWFgBAWJhIVPmgkEfNwpdJXV0dWlpa0NLSAmA3md7n82FtbQ1utxtGozEtmb7QfZVi8dEzPkpO8uXmVZp4PI6RkRGYzWb09vYSEwA1RHUuLS1hcXERp0+fRjQahcfjKXk+4nlJJdNVxe/QNzY2MDU1hbq6OsEaVGOncKVEQEkXq5pcncViNBrR2tqK1tZWAEA0GoXP58PS0hKCwSAaGhqE5zHbeTTLsrK8EvSMj5IVUn3zSMEHetxwww3Yv38/VlZWEI/HiYytZFQn3xOQZVkMDAzAYDAgFoup5qwqc4fOL0x8crPZbBaEsFZ20NWGkh3QSYtuQ0MD2tvb0d7eDo7j9pxHm83mtBxCuRZfJBIpKmBMzVDhIwTv2vzVr36Fm2++megOutgdOcdxmJmZwdbWFs6dOycsriQDSUhGdRYzTjgcxtDQEDo7O9HV1SV8L1IEVCnLJnNhCoVC8Hq9Qk6XOJRdCZS0+JR0N1aLq7MYGIZBY2NjWr4qn0w/PT2NcDgMYDeAxmKxFLXxohYfJY1kMinkiZEulFxs89hYLIaRkRHYbDYMDAzsiR4jKXyVtvj4AsGnTp2C3W4vy3zKDcMwsFgssFgswvngzs4OvF4vFhcXEQqFMD09TSyCT80o3ZqnFoUvk2zJ9NeuXUMqlRI2XuLO9PmS6anwUQBkz83jF2BSLxVfr1PKAujxeHD9+nUcOXJEcLOJISl8lTzjy6zCkq1bdrUIXyY6nQ4OhwMOhwMAcPnyZdjtdiGCz2AwCPmF5Tof1KrFp1T0rZLniwzDQK/Xo6OjAzabDSzLIhAIwOfzpVUw4nMIxcn0NKqTkjM3T6/Xy66MkA2+Xme+ag4cx2F6ehperzdrDpt4LLW5OgsJViwWw/DwMJxOp1CFRc441QLDMGntcGKxmGANBgIB4bzG6XRW/fkgtfiUQXx9nU4Hu90Ou92Onp4epFIp7OzsCGfSfFGI7e3tghbfiy++iM985jNIpVL42Mc+hocffjjt57FYDB/60Ifw+uuvo7m5GRcvXkRPT4/w84WFBZw4cQKPPvooPv/5z5fl3nmo8BVJZtmxzAeYFz5SZYcKiVU0GsXIyAgcDgf6+/vzvlCkLb7MMmByyCdYfHDO0aNHBSHQGvX19Wnng+FwGF6vF5OTk4hGo7DZbEKgjNxnTqsWn5LBLUpG9uYLbhHnCAK7xzivv/46fvKTn+CVV17B6Ogo7rrrLtx+++249dZbhc1XKpXCJz/5Sbz88stwuVwYGBjA+fPnceLECWHs73//+2hqasLU1BQuXLiAhx56CBcvXhR+/tnPfhbvec97ynjnb0GFrwg4jkMikUAqlcqZplCJwtI8W1tbmJiYkFyei1QkJsmxsgmfOO8wnwVbaJxaQ3xe09XVJbipvF4vlpaWhFJXTqezKs4HtWzxKfm3KUb0DQYDbr75Ztx88824//778Wd/9meYnZ3FCy+8gFdeeQWPPfYYgF0X/eHDh3Hw4EEAwP33349Lly6lCd+lS5fw6KOPAgDuuecefOpTnxL+Di+88AIOHjxYMVcqFT6JSM3Nq0QrIZZlMTU1he3tbfT390uu7q7GqM7M7zGRSGB0dBQNDQ17gnMKjVPrwpeJ2E3V29uLZDIJv98Pj8cjnA/ybtFCic1as/iUFj61Wnz5iEQiaG9vx0033YTf+Z3fSfvZ8vIyurq6hH+7XC68+uqrOT9jMBhgt9vh8XhgMpnwjW98Ay+//DK+9a1vybij4qHCV4Bic/PK3Tw2Go1ieHgYzc3N6O/vLzrRWm1RnWICgQBGRkbQ29tbdLcILQpfJgaDYc/5oDix2WQypeUP8s+OUt+b0uKjlKtTyRxCQP698zmB2cj2DGX+bXN95itf+Qo++9nPSuoDSgoqfHmQU3asnK7Ozc1NuN1uHD9+XOgiIHcskvMiwfLyMhYWFiQ3ws2kkPCprVpKJRB3CRfnc01NTSEajcJqtcLpdEKv11OLr4IoGVEKyL/3WCyW89jB5XJhcXFR+PfS0hI6OjqyfsblcgmFuJ1OJ1599VU899xz+JM/+RP4/X7odDo0NDTgU5/6VNFzlAoVvhzwVl6xZcf44BZS6PV6JJNJTExM5A3nl4IaLb5UKoVIJIKtrS2hCouS86lVMvO5xGHsGxsbiMViYBhGaMRbiTMopcWnViq3yEHu955r3gMDA5icnMTs7Cw6Oztx4cIFPPPMM2mfOX/+PJ5++mnceuuteO6553D77beDYRj867/+q/CZRx99FBaLpayiB1Dh20OpZcdIW0KpVAoTExNwuVx5w/krPTcSY4XDYQwPD0Ov1+P06dMl3ZsWLbpSEJ8POhwOrK2twel0wuv1YnZ2FjqdTnCLWq3WsizUWrb4lBa+Yim0qTQYDHjqqadw5513IpVK4SMf+QhOnjyJRx55BP39/Th//jw++tGP4oEHHsDhw4fhdDpx4cKFCs0+y3wVu7IKIdE3j6TFt76+jrW1NXR1daG3t7fk8UhaRaWOJa7CMjY2VvIiRC0++XAcB71en9YKh+8AsLKygkAggIaGBkEIGxsbiYiGVsWnGoWPJ9/f66677sJdd92V9t/4qE9gt3Tfj370o7zj81Gf5YYKHwrn5hUDiahOlmUxMTGBSCSC7u5uYo1O1WDx8RGpOzs7Jblts0GFjxziDgDiwsczMzOIRCJpjXilRhVnQi0+ilJoXvik5OYVQ6lRnbz7r62tDceOHcPi4qLiYpUNORYWX4WlqakJfX19RBceavHJp5AIZCt8zOcP8mWu+A7hDodD8jktFb7KI/cdIVmNSg1oWvhYlsXq6iqcTiexvnl6vR6xWEzW766trWF6ejqtCDPJvECSL3qxIsrXAixXFRYqfJWDYRjYbDbYbDahzBXfiHdubk7oT8jnD+ZbMLUoPtV47VoqUA1oVPjEASxutxtve9vbiI0tx6pKpVK4fv064vE4BgcH00pP6fV6IqXBSCNVaMRVWMQtkpSaD2UvpVo/er1eKKQN7J4P+v1+rK6uYmJiQmiM6nQ6084HlUzk1qrFV4rwVXttWDGaE77M3DzSFBvcEgqFMDw8vKe/HA/pSjCkkCLwyWQSIyMjqK+vL6oKixyo8KkHo9GI/fv3Y//+/QB2K37w0aKhUEhog6NkJG41ig8J5FZtCYfDNdOZAdCY8PEBLMXm5hVDMRbfysoK5ubmcOrUKdhstpLHqySFhKbYKiyl7sCp8Mmn3NaPyWRCZ2encD4YDAbh9XqF/EGO44T8wUoldlOLrzgikQh1dVYbhXLzSL4EUoQqlUphfHwcqVQKg4ODeV92tQpfvnktLy9jfn5echUWEj0MqfBVBwzDwGq1wmq1wmKxwOfzwel0wufzYW5uDgzDCG5Rm81WNoGoRvEhQSkWH3V1VhGFcvN41ySpnWYhV2cwGMTIyAhcLhdcLlfBxV6twpdNaIoR9EJjkYYmuOdGybZEfKI8fz6YSCTg8/mwvr4Ot9uN+vp6QQjNZjOxeVKLrzioq7OKSCaTQmBILtdmOYpK5xK+paUlLCws4MYbb4TVapU8nhqFL3NefBpGe3s7uru7i1pUSAgftfiqj2ziU1dXt+d8kLcGQ6FQWv5gqfmtWgysKcXio67OKkHKWV45amtmClUymcS1a9cAoChLKNd4pULixRMLDV+F5eTJk3A4HCWNVcp8KNWFlOfQZDLBZDKho6NDOB/0+XxCFLTdbhfOB0k1f64E1WZtUouvipBiLZVD+MTj8UEeBw4cQGdnZ9HjkY7qJHGeJh7H7XaXXIWFWmvKUi0d2MXng93d3WBZFtvb2/D5fFhYWACAtEa8tZRwTYpSglvoGV8NUa7GsRzHYWlpCUtLS7Jb7YjHIz2/UheFWCyGcDgMnU5XchUWtbpzKeWlVMHlE+WbmpoA7J4P+v1+wQNhNBoFt6jFYqFeAdB0Bh7NC1+52gjxXQcGBwdLavFSzv5+cuGrsNTX1+Pw4cMlz4lafMpSLRZfIerq6tDS0oKWlhYAu02beWswGAzCbDYLQqhVSrH4+O+1Fqhp4ZPyUpEWvkAggFAohN7e3j2NGOWgJuHjOA7z8/NYX1/HueiNo3sAACAASURBVHPn8OabbxKZExU+bVJuwW1oaEB7ezva29vBcRxCoRB8Ph/cbjdCoRAmJiYEi7GazgdLIZVKyTqSoOkMNQYp4eM4DgsLC1hZWREO40mgFuErZxUWNQufkhF4laJWLL58MAwDi8UCi8WCrq4uXL58Ga2trfB6vVhcXATHcYII2u32ijTiVYJSglvkHteoESp8BKImE4kERkdHUV9fj8HBQbz66quEZrcrVCRFgWGYou+XD9Dp6ekhJuiZc1Kr8FHKB5/HpwQMw8DhcAhRyMlkEn6/H1tbW5ienobBYBDyC0meDyr9nMs946OVW2qMUi0+v9+PsbExHDp0CG1tbQRnVh6KFVK+rFopATqFUKvwkYqAVTtasPgKYTAYsG/fPqFzSCwWE6zBQCAAs9ksJNKX4vJTuhcf7c6wS00Ln9Qzvng8XvTY/HnX2toazp49WzUPhVRXJ8uyGB8fRyKRKDr3sFxzKoX19XVsbm4KwQ1aOdNRM0oKbiHq6+vTzgfD4TC8Xi8mJycRjUZhs9kE12gxZ2ZqED4a1VnjwicFOekM8Xgco6OjMJlMGBwczPogq2k3K0aKyJRShUUO5bT4OI7D5OQkAoEAOjs74ff7sbi4CACCKytXzzi1WqKk0ZrFV6z4MAwDs9kMs9mMrq4usCwrNOJdXl4Gy7Jp+YP5hEVp4ZPbUDYSiVDhqyWKdXXyofyHDx9Ga2tr1s/w4qLGA/JCwre5uQm32y25CgvpKjAkicfjGB4ehsPhwJkzZ5BMJvfUhFxZWUEgEIDJZBKEsJai19RMtQquTqeD3W6H3W5Hb2+vcD7o8XiE80FxI17xtZQWPtqdYRcqfBKFj+M4zM7OYnNzs2BDVX5MNQpfruAWjuMwNTWF7e1tyVVY+PNCNQrfzs4ORkZGcMMNN2D//v177llcE1LsynK73YjFYnA4HEKtVzX+HUlSrQJUynVJik+280Gfz4fl5WVhU8ULodLCJ3ddCoVC1OKrFkjl8cXjcYyMjMBisUgK5S/HmRWpRSJbcEs8HsfQ0BAcDkdRVVh4ES31RSYtfHxAzpkzZyS9rNlcWdvb29jc3MTIyEhah/HMHTxFPkq6Ost53fr6erS1taGtrU3YVPl8PkxNTSEUCgEA1tbW4HQ6ZZf5k4vc9zUej6O+vr4MM1KGmhY+KRQSPq/Xi/HxccFyIDFmsZCMLswUZd51e+TIkaIrM5ASeFLCx3Ecrl+/jkgkkjUgR+p3yJfCamxsxKlTp8BxHLxeL5aWloQIP14IS+0QoAaUSitQ6vy0kvcr3lS5XC5sb29jYWEB0WgUo6OjSKVSwvmgw+Eou3ehFE9ULdU+rXnhK7So5srj4zgOMzMz8Hg86OvrK2qBI23x8UJK4sET1xLlo1ILuW5zQUqwSHxf8Xgc4XAY7e3tOHr0aFaBk7txMBqNaTv4UCgEr9eL69evI5FIVHThqjVq0eIrdO36+nr09PSgp6cHqVQKfr8fPp8Ps7OzwqYrX9BVKcjZQNdigFfNC18hsllnsVgMw8PDsNvt6O/vL/rhI23xkRRSnU6HRCKBoaEhGI3GnFGpUsci8VKUKqDb29tCAYGDBw+WPJ98iCuAdHd3CwuX1+vFzMxM2RKfaxGtnS3y1xa/b3q9Hs3NzWhubgawu4ETB101NDQIKTiNjY1E5i13jFp6lqnwZYiUx+PB9evXcfToUeGwuljUUmYsG/F4HMvLyzhy5EjJVVjkVIHJNY5c4VtaWsLi4iLOnj2Lq1ev5lzU5Ly0UuaVuXDxic98YWS+carT6VTtGYnWBEjNHdCNRiNaW1vR2toKjuOERrwzMzOIRCJpjXjV+jxVAzUvfIUWLz6Pj49q9Pv9Rbs2M1GrxbeysoLl5WW0t7erqoC2HOFjWVZwNfIdMEhXWpEzTmbiczAYhMfjwbVr15BMJgU3Vi3Xg5SK1gQXKE50GYZBY2MjGhsb0dnZCY7jhPxB/nlyOBxoamqCw+EoW5GJZDJZc89qzQtfIXir5cqVK3A6nejv7y/5pVCbxSeuwnLo0CEkk0ki8yJ1xlfsONFoFENDQ2htbcWBAweEv1c5FrNS7k/cOJU/z/H5fEI9yLq6OsEaNJvNirrftCRAStYILcXaZBgGNpsNNptNeJ62t7fh9XoxNzeX1p/QZrMRu8daK1cGUOHD5uYmwuEwjh8/LrirSkVNFl8kEsHQ0BDa2tpw4MABrK+vyyrRRnpeYopxmfJRqMeOHdvz9yKdFkF6Udbr9Wn5XtFoVFi0wuEwrFYrEokE4vF4xcPclaBW0xkKXZuUIInTbIDdYwy/34+1tTW43W7U19cLbtFScvCo8NUQLMsKpawaGxuJiR5QvqjOYuGrsJw4cUJovklybiSjOguNw3EcFhcXsbKykjcKNd84aotoa2hoQEdHBzo6OgQ3lsfjwejoKFiWTXOLltNC0aLFVwvCl4nRaBSKMgC7m15+YxUKhWCxWJBMJhGLxYo6H6y1qi2ABoQv2wMeiUQwPDyMffv2oa+vD//xH/9B9JpKW3zi88rMKiykI0Qr4epMpVIYHx8Hx3EYGBjIed5QaBw1R6Xxbqz6+nqcO3cOyWQSPp8PGxsbmJycRH19PZqbm4WSamq+F6loNbilnAXfxZhMJnR2dgrng36/Hzs7O8L5oN1uF1yj+eYUCoVqroxfzQtfJvxCIraCALIvIZ8yQIpixIqvT8mnYmTeE2mLr9yuTt5V29HRga6urrx/o3K4OpXKYTIYDGhpaRGKCvC79+npaUQiEdhsNmKdJrRmedWqxZcPPlDGbDbj9OnTwvmgz+fD/Pw8GIZJa8QrnmOtFagGNCR8LMvC7XYjFArtsYL4JHZSkUtKWXxSqrCQXMzLnc7AV83J3KQUO04tIN69syyLnZ0doV8cAMEtSjKoodxo1eJT6triIhiZ54N80Xaxh6GpqQlbW1sIBoN5XZ0vvvgiPvOZzyCVSuFjH/sYHn744bSfx2IxfOhDH8Lrr7+O5uZmXLx4ET09PXj55Zfx8MMPC2fa3/zmN3H77beX7wsQoQnh49vstLa2Zq3qwac0kBK+Skd1FlOFpRpcnfz9rK+vF5VaUksWXz50Ol1a93B+0eKDGortNKE1y0uLFl+ha4uLtgO7Vt7a2hq+/vWvw+12w2Kx4G/+5m9wxx13oLu7W/i9VCqFT37yk3j55ZfhcrkwMDCA8+fP48SJE8Jnvv/976OpqQlTU1O4cOECHnroIVy8eBH79u3DT3/6U3R0dGB0dBR33nknlpeXy/sl/JqaF76trS1cu3Ytb5sd0hZaJS2+ZDKJ0dFR1NXVSarCokbhE88plUphbGwMer1eUkFwMWoVqnKT2WkiEonA4/EInSbsdrvgFq3U+ZIUtGrxKSW6xWzuTSYTent78fzzz+PZZ5/FG2+8Aa/Xi0984hPY3t7Gv/3bv0Gn0+Hy5cs4fPiwUDHp/vvvx6VLl9KE79KlS3j00UcBAPfccw8+9alPgeM4nD17VvjMyZMnEY1Giw68kYt63oIyYTabMTg4mPccROlglELkml8wGMTw8DB6enokJ6Sr9YyPr2I/NDSErq4uuFwu2eOQohqFVJz0LO404fV6MT8/L+R6NTc3C50mtGZ5KV2yTKlkcLmCH4vFcOjQIfzxH/8xPve5z6W5TJeXl9HV1SV81uVy4dVXX037ffFnDAYD7HY7PB5PWmWs559/HmfPnq1YNZqaF77GxsaCCdvVYPFlBsvwrXduvPFGWK3WosYitZiTdHWGQiG8+eabkhvg5hqHko44qRl4qxYk3yuusbERqVRKkS4TWkxgT6VSVWHxiQmHw7BYLMK/xWNke/8z76/QZ8bGxvDQQw/hpZdeKnpucql54ZPak09NlVbyjceX6orH41lb7xSClJVGaiyO47C+vg6fz4dbb7215B2f1i2+QmTWggyFQpicnMTy8jKWl5fT3KLltkyUdHUq5fKtxqox4XAYra2tWX/mcrmEACtgt3ZupveJ/4zL5UIymcT29rYQVLO0tIS7774bf/d3f4dDhw4VPTe51LzwSUGv1xMr48WPVw7XKZ9/2NraiuPHj8taNNTk6uTPJ1mWRVtbW8miV4tCVU74ThM2m00IlhGXwBJH/pWj04QWXZ1KR3XK2czkS2AfGBjA5OQkZmdn0dnZiQsXLuCZZ55J+8z58+fx9NNP49Zbb8Vzzz2H22+/HQzDwO/347d/+7fxxBNP4Dd+4zdk3ZNcqPChOiy+YDCIN954Q3JofyXmxkfDyiEUCmF4eBgHDhxAfX09Njc3S54PPeMrjcwQ93J3mtBqcEu1XTscDufM4zMYDHjqqadw5513IpVK4SMf+QhOnjyJRx55BP39/Th//jw++tGP4oEHHsDhw4fhdDpx4cIFAMBTTz2FqakpPP7443j88ccBAC+99JLkht+lQIUPpS3g2SBp8XEch5WVFWxvbxNxBZIWPjmWMp8rdOONN8Jms8Hn8yne3kjL5BKgbJ0mMjsDNDc3V12nCa1afHJdvIVKlt11112466670v7bY489Jvz/hoYG/OhHP9rze1/+8pfx5S9/uej5kKDmhU/qGZ8aozr5Kix8uSoSu2wlE9g5jsP09PSeUmpKdXmgSEfcaeLAgQNCA16PxyO70wS1+CpLKpWStYbks/iqlZoXPino9XqiJcZIvMx+vx9jY2O44YYbYDKZMDs7S2BmZCMfixGaRCKBkZERmM1m9PX1pc2DpPCRRCtCKkeAMhvwijtNhEIhWK1WQQhzdZqgZ3zVcW3anaFG0ev1iEajSk8DwO5LubCwgNXVVZw9exaNjY0IhUJEzwxJIdWy5fMNe3t70d7evufnarX4aHqEdLJ1mvB6vQU7TWgtnQFQ7rkqJbiFWnw1CGlXp1ySySTGxsZgMBjSuhCQDpYhhRRX5/r6Oqanp/PmG5IULNIWGrX4iiezYWoymYTf70+rA+l0OpFKpRSxvpSsnqIk1OJ7i5oXPiXO+OTAW0UHDhxAZ2dn2s/UKnz5Etg5jhP6HQ4MDOStnFPuYteljEcpHYPBkNaAl+80EY/HceXKFVitVjQ3NxPpNCEFJV2dSlKKxSdOYK8Fal74pEA6naFYVldXMTs7m9MqqjbhSyQSGB4ehs1mw7lz5wouMpXq6ycHavGRh+80sbKygr6+PsEtWqlOE0qesymJ3PuOx+MV2ZBUEk0IX6EFsVwWX6EFha/CEovF8lZhUYNFmo1sllogEMDIyAgOHTqUs9pDtnHUKnyU8qLT6WC322G329Hb27un00RDQ4MQJEPK3aZVi68Uwa+1jYImhK8QpPP4gLfEKpeYFVOFRa0Leua8eMv19OnTRblGKiV8xS52av3ey4FahCBbpwmv14upqSlEo1EinSa0avHJcXXW6vNPhQ/lsajyuSe3trYwMTFRVINV0pDY9fL3yDf5jUQisuuHUotPOdT6nYk7Tbhcrj2dJhiGEaxBm80m+XlWMo1CSUoRfLVsjEihCeFTwtWZbUw+gdvn86G/v79iLTgy4QWr1GobDMMglUrh9ddfh9PpzNrkV+o4NI9POarF9ZfZaSKRSMDr9WJlZQXXr19HY2OjpAa8Sll8Sn/PWrV0s6EJ4StEJSw+vgqLzWZDf3+/oi8AKeELhULweDy46aab0NLSUvJ8SkUrQlXNcBwQDAJFdNLKSV1dXVqniXA4DK/XKzTgdTgccDqdcDgcaV4ILVaM4Sn2vhOJhKqaF5Oi9u5IBuV4CcRiKq7CUokCrIUgITTLy8uYm5uDzWYrSfSAyuXxFbvgaUlIKyEEiQTw+c/X48039XjxxTDRsRmGgdlshtlsFhrw+v1+oZqMTqcTrEGl8vjUIHzFUos5fAAVvrLBB8wsLCxgZWVFqMKiBkpJHxD3Azx79iyuXbtW8nzoGZ+yVOI729kBPvQhE/75nw34/OdjKHffW7HQAbseF6/Xi6WlJQSDQYyPj6O5uZlYpwkpUOFTD5oQPiV2dwzDYHJyEo2NjWlVWNSA3ITxWCyGoaEhtLS04Pjx40gkEqoSLNqWSJ0sLTG4914TJiZ0+Pa3I3jgAXK9L6ViNBrR1taGtrY2BINB9PT07Ok0wbtFy/WuUuFTD5oQvkoTDAaxvr6O9vZ2HDt2jMiYvFiReHHkuDp5d+2xY8eEwsQkz+ZIUEioIpEIGhoaqm7xKTflPPO6elWH97/fhHCYwfPPR3Dbbcrno/INeC0WC7q7u4VOE16vFzMzMzAYDII1KLXThBSUFD65GzgqfBqAxALA57K1trbC4XAQmtlbIqOE8C0uLmJ5eRnnzp1Li5YjVXGFFLmEjy+ftrm5CZZlYTab4XQ6C7Z6ohZfafz853p85CMmOJ0cXn45jOPH33rm1PS9Znaa4Bvwzs/PIxgMSuo0IQWlhU/O2laoF1+1QoXv15Qa6ciyLCYmJhCNRjEwMIClpSXVdnWXOhbLsrh27RpYls3qriVVY5MU2YQqmUxieHgYFosF/f39adF/vJurqalJaKiqRWuwHBbfd75Th4cfrsdNN7F49tkIWlvT/y5qEr5MMhvwZnaaELtFi3lelO7FJ2dtoxZfFVNMoWo5D0c0GsXQ0BD279+PY8eOgWEY1Ta3lToWf09tbW3o7u7O+h2qMfdLvKCGw2FcvXpVaIcUj8cBIM3Nldk5oKGhQXBzUYonlQK+9KV6/NVfGfHbv53A974XRa6ONmp8fjLJ1Wlia2sLU1NTQqcJvqRaoRKF1daLLxQKUeGrZeQWquarsBw/fjxtsSRdBo208OXbcXu9XoyPj++5J7Ujtvg8Hg+uX7+OU6dOwW635/wdcecAvkSWx+OB2+1GIBCA1WqFTqcra9CD0pCy+EIh4GMfa8DPflaHP/zDOL7+9RhyfWVKJ3PLJVeniZmZGUQikTS3aGZh52q0+GqxFx9AhU9Ar9cjmZQebVaoCoterxcsDFLzIyV8uVyUfBPctbU19PX1oaHcMeeE4SvJzM/PY21trejqOOISWV1dXZiZmQHHccLCZjQahbPBWtwFl8L6OoP73gtcdRvwzW9G8YlPJPJ+vlqFLxO+00RnZyc4jsPOzo6QNsFxXFoD3mq0+OgZXxUj1dUpVVji8ThGRkZgtVrR19eX9YEi3UqIpAWZbW6pVApjY2PQ6XQYGBioyrMujuOwuroKi8VC5B70ej0aGhqELhPZCibzfeSq2RosVYSuXdPh3rtYeLw6/OijL+Ddn3hX2a+pRhiGSes0kUwm4fP5BDc6sNupPhwOw2QyVfT+S3F15vOYVCuaED4pSBWW7e1tjI6OFqzCUk1nfJFIBENDQ+js7ERXVxeRa1SaWCyGubk5mM1mnDp1isiikhksI97diyuDzM7OCiHwvDVYa4t6Ln75Sz0eeL8O5tg2ftn3KI4/9qik36tF4cvEYDCgpaVFqGw0NzeHQCAgbJxsNpvQaaLc/e5KcXVmNsauBajw/ZpCQsVxnBDWL6UKSzksvnIIH38WdvLkSaLpF5VkZ2cHIyMjaG1thcFgqMiCmlkZJBqNpp312Gw2wRqshlqHcr6z//l3Bnzm00YcZ8fwwp1/iZYfPAFIdC1rsUNCXV0dnE6nsHHi3aJ8A17+eeLPlUlSiqszX8HvakX9b2SFyCd8yWQSY2Nj0Ov1GBwclLRzUrvFl0qlMDs7i83NTUU7RZQKnzd55swZBAIBhEIhRebR0NCAjo4OdHR0CIuax+PB/Py8IJLNzc2wWCyqs3SKFQOWBR7/qgF//t9MuBMv4gcP/APq/+KbyBnJkuOaWquXybKssAniA6b4zSbfgHdlZQWBQAAmk0lSpwmplJLOQINbqpRi0hkyCQaDGBkZQVdXF1wul+RrqtniA4ClpSU4HA709/dX7Xne5OQkAoGA0AMwGAwSvYbcBPbMRS0ej8Pj8WBhYUFIiOZTJsrt4pKKVBGKRoHf/7/q8PeXGvBx/D/48/97AdyX/wwoUsSUtPiU2njkE93MBryZnSb48+TMThMkrp0PNQjfj3/8Y3z1q19N+2/Dw8P42c9+hve85z2yxtSE8Ekhm/Ctra1hZmYGp06dgs1mK3m8UudHQvjC4TBmZ2fhcDhw4sQJAjOrPOKk9HPnzgkLmVorrRiNxrSEaHHkHwDBGrSS6NUjA6nfmcfD4AP31uFXr9XjSTyET39zP5KfeFj2NanwZSdbpwm+AW9mpwmr1Srpfko541M6qvPuu+/G3XffLfz7u9/9Ln74wx/izjvvlD0mFb5fo9frkUjshmBnVmGRsytXY1Tn5uYm3G43XC4X0Zef1GIiZZxwOIyhoSEcOHAAHR0dWccgRTmENDPyj2+murS0hEAggFgshrW1tZLLY8mZVz6mphjce7cRSwscLuo/gPf+v/8ZyXvukX09rbo65Vw7swGvuNNEIBAQSvA5nc6cKUhiN2sxqEH4xLjdbjz22GP493//95L+jpoQPqmuzlgslrUKixzUdMbHcRxmZmbg9XoxMDAAn8+HQCBAZF68OJS6iEkZp1BSulotvnxkNlN99dVXEY1GhfJYYmuwXAt2oe/s3/9djw/cZ4Qh4Mc/178fZ/7Xp5G8446Sr0ktPnmIO01wHIdQKASv14vr168jkUhk7TRRSjqD0q5OnkQigQ9+8IP41re+he7u7pLG0oTwSUGv1yMQCOD1118nUrGkHMLHW6TFkEwmMTIyApPJJOQcliNCtNQXOt844sT6fIE4hYSvWGGstJDype56enqE8lherxcrKyvY2dmRXFybJM8+a8Af/kE9etlp/IP1PrT/+M+R6u8veVxq8ZEhW6eJ7e1teDweodOE0+mUXXNTTZVb/vRP/xQnT57E/fffX/JYmhG+fIsYx3FYW1uDz+fDrbfeSmRRIb1oyhGrYDCI4eFhoVZlKWPloty99PhC2RzHFUxKr0aLLx8GgyEt4IHf2ZMurp1NhDgO+Na3jHj88Xq8Q/+veK71D2H6yd+CPXKk1NvKec1KUAsWXz70en1amg3faWJ1dVVIpud/LmWdU4vwvfLKK3j++efxxhtvEBlPM8KXC74KS11dHfbt20dsJ0365SpWrNbX1zE9PY0bb7xxT9AESYEg2ZMvc05849v9+/fjwIEDBb/TcjSiVUv3icydfa7i2s3NzSWXmovHgT/6owb84Ad1eED3Q3zn4JNgf/IjsAQTmanwVQa+08TOzg5aW1uh1+uFzVMqlRLcona7PWvwSyKRqOhZczZ8Ph8+/OEP45lnniEWAFZ9cewE2d7expUrV9DV1YXe3l7VLHLZkCowfJj/0tISBgYGsj4o1WDx7ezs4LXXXsPBgwfR09MjabGqNYsvH3yx5KNHj2JgYACHDx8Gy7K4fv06rly5gsnJSXi9XknudrEY+P3A7/6uCT/4QR0ewVfx1+f+B1Iv/RQc4eod1NVZ+Wvr9XpYrVYcOHAAZ8+exdmzZ+FwOLC1tYU33ngDV69eFVJupL5HL774Io4ePYrDhw/jySef3PPzWCyG++67D4cPH8bNN9+Mubk54WdPPPEEDh8+jKNHj+IXv/hFzmt85zvfwcbGBv7gD/4AZ86cEf538eLFor8HHk1afNmqsITDYaJncqSRcmaYSCQwPDwMq9WaFuafiRK9/QohFi0+jeTMmTNFuVlIL6TVIqSZxbX5juLi1jl83mC+c575eQb33mvCtBt4Gh/CB+9YQeQHP0HOvkIlQC2+ypJKpfZcW6/Xp3Wa4KsPzc3N4dvf/jb8fj8YhsHm5mbW8oypVAqf/OQn8fLLL8PlcmFgYADnz59PS5P6/ve/j6amJkxNTeHChQt46KGHcPHiRVy7dg0XLlzA2NgYVlZW8K53vQtutzur1fmFL3wBX/jCF4h+H5qx+PiHnQ/22NnZweDgoLAQkOx+UA4KCUwgEMCVK1fgcrlw5MiRvC+3Gi0+Pl1jcnISy8vLGBwcLPpsoVqEqtzwHcWPHDmCwcFBHPn1udzU1BQuX74Mt9uNra0tYSPFcRzefNOAO+5oxNpsDC+xd+AD90YRuXixLKLHX5NafJW9dqE8Pr760KlTp/CXf/mX+MQnPoFAIIB7770Xt9xyC774xS+mWWyXL1/G4cOHcfDgQRiNRtx///24dOlS2piXLl3Cgw8+CAC455578E//9E/gOA6XLl3C/fffj/r6evT29uLw4cO4fPky8fvOhaYsvnxVWEhHYZImn1jxZbtOnz4Ni8VS0lgk51UMHMfh2rVrsNlsea1VKeNQ0jGZTHC5XHC5XHuKa9fV1eGf/9mOb32rEW36TfxL7B04+Pu3Ifrkk0AZF2ml/k5atfiKvbbBYMB/+k//CRaLBf/yL/+CnZ0d/PKXv0z7zPLyclpRe5fLhVdffTXnZwwGA+x2OzweD5aXl3HLLbek/e7y8rKcW5OFZoRvdXUV09PTOauwkG4cC7wVHEHiYc8mMCzLYnJyEqFQSCjbJXUsUgsPCSsrHA7D5/Oht7cXBw8eVHQu5RxPDYirfnAc8N//O4Ovf92Mc+Yx/H/B2xH/g3uw9LnPoYllYSjzIq01i09J0ZVTuUUc2GKz2fC+970v7efZ3o290cHZPyPld8uJZoSPYZi8VVhIioF4zHIJXzwex9DQEJxOJ86ePVvUQ0MyWrFUi49PSrfb7UL7FrnUolCVi2QS+JM/qcf3vmfEedtL+F+Bu4H/8QQ8d9+NHY8H8wsL0Ol0QqSo2WxWZbWfarkuf+1qsfgACH0Dc+FyuYTOEsBu/d/Makr8Z1wuF5LJJLa3t+F0OiX9bjnRzBlfe3t7xQsCk3SfigVmZ2cHV65cQU9PDw4dOlT0i6yGMz4+KX1qagp9fX2or68vWbSoxSeNYBD4wAdM+N73jPic8/t4PvxeMP/zu0h9+MNwOBw4dOgQ+vv7cfLkSRiNRszNzeHy5csYHx/HxsaGrEIKmWhR+JSm2PsulPQ+MDCAyclJzM7OIh6PBNkT4AAAIABJREFU48KFCzh//nzaZ86fP4+nn34aAPDcc8/h9ttvB8MwOH/+PC5cuIBYLIbZ2VlMTk5icHCw+JuSiWYsPiUgKXx88M3Kygrm5+eLjngUo/QZX7akdBIiQ4WvMCsrDN7/fhPGxnT4q6Yv4PcT38abT/4ZbshYsIC3csDExbU9Hk9a/zi+nFqxi6oWg1uqjUKdGQwGA5566inceeedSKVS+MhHPoKTJ0/ikUceQX9/P86fP4+PfvSjeOCBB3D48GE4nU5cuHABAHDy5Em8//3vx4kTJ2AwGPDtb39bVhFtuVDhKyOkC1UHAgFsbGxgYGCgpOamSlp88XgcV69e3ZOUTmJOWt3JS2VkRId77zVhx8fiJ4334bf0v0T40s/gl2DBiYtrA3sLJVssFiFlQkrCM7X41I+UMmd33XUX7rrrrrT/9thjjwn/v6GhAT/60Y+y/u6XvvQlfOlLXyp9ojLQjPBJfdhJvhikBIavYMIwDG666SYiBaFJUcw98p3Sjx49KuQOiedEwrqqNQuNFC+/rMeDD5pgq4/iX3E7TjtXEf7xS+AOHwauXCl6vMxCycFgEB6PZ09xbZvNlvV5oxaf+qnV7uuAhoRPCnyAC6kXkoSr0+/3Y2xsDEePHoXb7VbdblWqYBVKSq+Eq7PY765WXJ1//dd1+Nzn6nHK5cU/rPSj/YgZ4b9/CZyofmspMAwDq9UKq9WKnp6etG7i169fh9lsFqxBviSgkhYfFT5phEIhVbUkIgkVPhG8UJF6MUq1+JaWlrC4uChUl3G73UTmRZJC98hxHKamprCzs5M3qlaNZ3zVDssCjzxSj7/4CyPec2IGF6/dBNOtNyJ88SLw6+7w5SCzm3goFILH4xHqQzY1NYHjuIp1mBAjty9dqSj5XLIsK2uToYbu6+WCCp8IPpePVPSnXIuPZVmMj48jlUphcHCwooe+xZJPbPgqOY2NjQWT0tUofNUspJEI8PGPN+DSpTr8ft+v8Jevvx14z39G5G//Fqig+0pcXPvAgQNIJpPw+XxYWFhANBqF3+8X3KKlFteWghbPFuW6d9XWhJYkmhE+qc1olW4eyzfCbWtrQ3d3t+pcm5nkygks1Ck92zhqE75qZXOTwX33mfD66zr811uexed/dR+SH/wgok89BShg7YgxGAxoaWlBLBYDwzBwOBx7mqg2NzfD4XCUxSWp1Bmf0nU65WyeqfBpBNLCV+x4Pp8P165dI9IIt1JkS/wv1Ck91zgkojqr0eJraLAJenTbbQDD7PbD40kmgWh0R9JYExO7kZvr6wyevfm/4p5fPYz4pz+N2OOP7w6sEjiOg16vh9lshtlsLqm4drHX1VpQTSnd15ubm8swI+WhwieiHBaf1LYwi4uLWFlZQV9fX0VcPqTIvMeFhQWsrq4WfR+VsvjUFM5uNNogjvwXT4v//xy3a6RZLDbE40A8nlsA//f/1uP3fs+EOgOLfzrxSdz6q+8g+vjjSHzmM2W6A/lk+zvwxbX5xTYcDsPr9WJychKxWEzoHdfU1CTb/a/FoBq5cQvU4tMI5bD4ClW5SKVSuHbtmlBSrdALTfLFJTEWLzbic8n+/v6iFyZSwkeSclp8jY02oQZ0vmmLBdBoBAwGG8LhveL3zDMG/Jf/0oBDPQn8Q/3v4uDVnyPyV3+F5O/9XhlmXzpSnj2+1ZK4uLbH4xGKa4utQal/e6UsL5JBc8UipTNDNqjw1QBSz/hIJpzr9XpEo9GcP49EIhgaGkJnZ2dalfNc8O5AEsEu/KJeqljodDokEgm89tpraGlpkdw0Ntd8SqFazvh40Svma+I/q9Pt/j4vfhwHPPGEEU8+WY933hLEcxvvgHPqGiI//CFSGYnFaqLYZ09cXBvYPQv3eDyYmZlBJBKB3W4XrMF8UZs0uEU6NKpTI1QyuIU/Bztx4gSampqKGo+E8JEqoB2NRrG0tIRTp06VVGRajQns5RBSo7F40Uuf0674GY02BAI7+NSnGnDxYh0eeO8mvvv6IOpDPkReeAGpt72N6LxJU6oQNDQ0oLOzE52dnWBZFtvb2/B6vZifn4derxciRTOLa9PgFulIqdxSrVDhE1EOV2em8HEch7m5OWxsbBR9DkbSIiURTLK2tobFxUXs37+fSGcFtQW3lAMJ1bwkj/M7v2PC//k/Bjzy4Wl85ccDQL0R4Z//HOypU2QuUkZIV0hqamoSNpCxWEzoJB4KhWCz2dDc3CzkD9LgFmlQV2cNIOVhJ92TL3O8VCqF0dFR1NXVCcWZSxmv1LnJFRpxUvqRI0ewsyMt4rDQfEq9N7UEreSioWG3D2Sp0+SjPn/5yzr88E9exYPfvQ1cayvCL7wArreXwEzLTzkFKF9x7XA4DL1eD47jZBXXlks1WnyRSIS6OrWAXq9HPB4nNp5YXPi8tmzd3+WMR2JucqyjzKR0r9dLZE6VsNb8fj9isRicTqekhYD0nEin0BkMwINP/QbYEycQ+fu/B7d/P9kL1ACZxbWHh4fR0NAgFNe2Wq3C2aGU4tpyqUaLLxQKUeGrBQotZOXK49vc3ITb7S4qry0bpLsqFDtWtqR0UuJQbuHj0yzMZjPm5uZgNBqF0PlchXjLYQ2QGpJhAHBA8tZbEXnmGaCE50oJlHI5MgyDlpYWdHd3g+M4BAIBeL1eycW15UItPnWhKeErBGnhYxgGgUAAc3NzGBgYKHlHqWQfPa/Xi/HxcZw8eRIOUZ1HtQsfy7K4fv06kskkzp07J4SVRyIReDweuN1uxONxNDU1obm5GXa7PW2BUvOZIQcg8vzzQBXlffKo4ayNYRjYbDbYbDbJxbVJXLfSsCwra+2hZ3wagWTwSDKZFBbct73tbUQeeqWEL19SOqk5lUP4EokEhoaG0NTUhOPHj4NlWWFjYzKZ4HK54HK5kEql4PP5sLGxgcnJSZhMJjQ3NxMvolyWdb4KRQ9QZ1qBlOLaTqdzz+ZICkoLn5xrJ5NJYnWL1QYVPhF6vR7JZLLkcUKhEIaGhtDd3Y1kMqmabg/FjiUlKZ3UnEg37Q2Hw7h69SoOHjyItra2vJ/V6/XYt28f9u3bB47jEA6HsbW1heXlZUSjUSFZulT3F8epqmqYoqjB4stHruLa4s1RMcW1q9HVWctoSviknPGVuvhubGxgamoKp06dgsViweLiYknjiankGR/fKb1QUroaXZ18zVM5Z6oMwwj1I5uamrC0tASLxSK4vywWC/bt2wen01mzu+FKoEaLLx98ce2WlhZhc8Tn4koprq1UOyT+2sWKrppd/CTQlPAVopSQej7Ef3t7G/39/YJPneQDRPIMMl9UZyAQwPDwMI4cOVIwP09trs54PI7r168TqXnKMAwYhklzfwUCAXg8HiwtLYFhGDidTuzbt29PonQuSFl91b4uqd3iy4d4c9Td3S24yvni2g0NDYI1yAdOVavFp/YUIblQ4RMhV1gSiQSGh4dhtVrR19dXtoelEq5OvlP6TTfdBIvFUnActVh8HMdhcnISyWQSb3/728uyuxYHQ/T29iIej8Pj8QiJ0na7XUiUznb9ZJJsSgMBr7xiKFnCi/R1xa5y4K3i2m63WyiunUgkFCs+Ty2+vWhK+Ao98HKELxAIYGRkRNJZUqmUU/g4jsP09DS2t7fzdkrPRA3Cl0qlMDw8jMbGRphMJmKiV2hORqNRSJRmWVZIlJ6bm4PBYMC+ffvQ3NwsRMZFozuwWGwlW338lKS2KlIjauqSQRpxce1UKoXt7W1MT09jZmYGq6ursoprl4KcAtnxeJx4cJea0JTwFaLYpG7eOjp9+rQk66hUylW5hU9KN5lMBTul5xunFOQKXzQaxdWrV4UITY/HU/Jc5KDT6eBwOOBwOHDo0CGhiPLU1BSi0ahwBmQ0kilbRrDOgiLUsvCJ4euGer1eQezkFNcuBTn1fcPhcM781lqACp8MOI6D2+1GKBQqyjoqFb4TAqmxWJZFJBLB1atX0d3djc7OTtnjkJpPMezs7GBkZKRsjXtLsUIziyjzDVanp/8R73znu2QXquY4gGXz9+WrBrQifDy8+Mgtrl3qtYu1+Gq5agtAha9o4vE4hoeH4XA4cPbsWYkBDWRectJRnYFAAPPz83uS0osdRwlX5/r6Oqanp3H27FnVJ9lmttTZ2lrDvn1tkvrx8fBfDcsiaz++akOLwpd5v8UU1y5lcy0nuKWWk9cBjQlfqS/azs4ORkdHcfjwYeyXWBeRVN87gGxUp9/vh8/nw80331zSoXulhY/jOMzOzsLr9Zbd2i5XNZnGxkaEwztCB3b+EtkeEfHlC3Vgrya0KHyFrC5xcW2WZYUI4oWFBWHz1NzcDIvFUvR3V+zna7klEaAx4SuFlZUVzM3N4aabbirKBcCLlVoqt/AlvMLhMFwuF5GQ/0oJH8uyGBsbg06nw7lz54r+TtW20MbjO4jHd7s2GAy5UxSSSSAS2Vbd/EuBCl9+dDqdUFz74MGDiMfj8Hq9WFhYQDAYLHtx7UgkQs/4tASf2M0/pCzLYmJiAtFoFIODg0UfQPPCR8IyKVX44vE4hoaGsG/fPjQ1NSEcDpc8J1KLVyHh4xPqW1tb0d3dXZFFs1L9/cTRmVeuXMHAwACA3TQZr9cLj8eDQOAyrFarkDxPKhBCqbB1KnzFYTQa0dbWhra2trR80pGREQAQas2SKq5Nz/g0hthCi8ViGB4eRnNzM44dOybrgVKysLSYzKT0jY0NoiXCSiWfyASDQQwPD+OGG26Q1PC2VhbVuro6tLa2orW1Na2vHO/64rtLkAyEqBS18jeSCskE9sx80lzFtXejiOVZg/SMr4aQ8qLxwhcOhzE6OoqjR48KialyIF1tRY5Y8YEg4qR0Eh3PSZLr3ra2tjAxMYHTp0/DarUWHKdWF1NxX7mDBw8iFovB4/FgdnZWCIvnAyGKCWSottJhpV5TKcpZuSWzuHYwGExrtRSLxeD3+2Gz2STPgZ7xaQy9Xo/l5WVsbGwQiRhU0uLjk9L9fv+eQBC5jWjLRTaLj+8K0d/fX1QyLalFtVKuTjnU19ejo6MDHR0dQlg8L4R1dXVC8rxaz2mUEj6lNkaVKlnGMAysViusVisOHDiAeDyO1157DWtra3C73ULnEafTmfd8PxwOU1enVuAjqVKpFAYHB4lUNCdp8RUzljgpPVsZNdLdEEpFLDL8uWoikcjZFSIXJAW9WqzHzLB4ca/BWCwmnP9kK6CsJZejkvUylfqedTodGhoacOzYsazFtflWS5nPRjgclnSsUK1oSvjyPXjRaBRDQ0Ooq6vDwYMHibXxUMLik5KUrlbhSyaTGBoagsPhkH2uStJKU6vFl4/MXoN+vx+bm5uYmpoSdvzl6DdYDFqz+ABlNlKZjXcLFdc2mUxIpVKSz/i8Xi/uu+8+zM3NoaenB88++6ywARPz9NNP42tf+xoA4Mtf/jIefPBBhMNh3HvvvZienoZer8d73/tePPnkk2S/gBxoSvhywbexOXbsGLa2togKQqWFL1en9HLOiwQMwyCZTOLKlSvo7e2VXfeUpHuyFiwhvV4vCJ14x883V7Xb7UilUoqIQqWvp6TFpxT5ktezFdceHh7GV77yFaysrOD06dNoamrCO97xjpwu8yeffBJ33HEHHn74YTz55JN48skn8Y1vfCPtM16vF1/96lfx2muvgWEY9PX14fz586ivr8fnP/953HbbbYjH47jjjjvw85//HO95z3vIfglZ0NZTkAHHcVhYWMDExATOnTuH5uZmovUwgcoGtywuLsLtdqOvr69gJRa1Cd/Ozg6CwSBOnDhRUrFv0udy1Wjx5YLf8Xd3d+Ps2bM4c+YMrFYr4vE4Ll++jLGxMaytrREri6c2lLb4lKAYsW9sbMQtt9yCX/ziF/it3/otvP3tb8fLL7+M3/zN38QXv/jFrL9z6dIlPPjggwCABx98EC+88MKez/ziF7/Au9/9bqEm6bvf/W68+OKLaGxsxG233QZgN13j3LlzWFpaknmnxaFZiy+VSuHatWsAgIGBAWFXRFKoALKFpXMt6nxSeiKRSLsXOWPJpZRFZWVlBfPz82hsbCy6cWwmhe5Li7v+XBgMBjQ3N2N1dRVnzpxBMBjE1tYWhoeHAUCwFOVUClEj2cqG1Tpyn/d4PI63v/3teNvb3gZg9/gkG+vr62hvbwcAtLe3Y2NjY89nlpeX0dXVJfzb5XJheXk57TN+vx8//elP8ZnPfKboucpBU8LHP/SRSARDQ0Po6OhAV1dX2stAWvhIdHXnyfbS8knpzc3NOH78uOQXm3TdTznCxzfvDQQCGBgYwOXLl4nNJdu1UqkUWJZFIpEAwzDQ6XR5FwU1R3WSRhwNyPcaFFcKsdlsQuEDpTqJlwrHcZrb9MhtQis+43vXu96FtbW1PZ/5+te/LmmsbO+QeK1IJpP4wAc+gE9/+tM4ePBg0XOVQ3U+wSXAn4GdOHEi6yFsOYQvFosRG08M3wtQamK3mHIIXzGkUikh6lRqsW+pc8mEFz1gNw2AP9NKpVJI/rqbq16vF8RQa2T7zsSVQsS9BvkuArw1WKmeciSgrk7phMNhIef3H//xH3N+rrW1Faurq2hvb8fq6mrWGsYulwuvvPKK8O+lpSW8853vFP798Y9/HDfccAP+6I/+qOh5ykVTwseyLBYXF9HX15czh0Wv1xM94yjXWRqflC63F2A5gm6k7iwze+iRJFOEeYHjFz2xuLEsm2YJAru7T14EtWDxSbk/ca9BYLeLwG6Lpem0XoMOh4NYNHQ5UMrNreQzJNfik5rAfv78eTz99NN4+OGH8fTTT+N973vfns/ceeed+OIXvwifzwcAeOmll/DEE08A2I3w3N7exve+972i51gKmhI+nU6HM2fO5H0Q9Xq9YAWQgLQFySel+3y+kroTKGXxlbuHHvDWQsOnR+Sy5Pj/xi8MLMsKIsiyLJLJpPD/a9kSLNYKqq+v39Nr0OPxYPr/Z++7o+Mo767vrnqXVtpVsdVsWbKsLkMMJJRQHEIMMs0GEsrrAAl5SUicQAjtw29iyksa1YZACLyHkOBCMQYT4JgQShyMJa26ZPWy2qq62j7z/eHzDKPVltkpu2Nr7zk5J1jSzLO7s8/v+ZV7b38/EhISGPK8UAF0sRGpjC+Szw/fe9tsNk4E9rvvvhtbtmzBCy+8gKKiIuzZswcAcPToUezevRvPP/88VCoV7r//fkaD9oEHHoBKpcLY2Bh27tyJtWvXorGxEQBw++234+abbw55vaFiWQU+LhCzJweIG2DcbjdsNhtcLhcvdwI2xMxmuL5GkqXW19dLpgpBXhcJYCRz4wJ2z8/pdKKnpwcajQYej4c5vCiVylOqJCr0GfD2GvRFkM7OzkZGRkbE37NIBaBIBj4xenyBkJ2djQ8//HDJv5922mmLsrht27Zh27Zti35n5cqVEcuGo4HPC3KlMxBSemxsLCoqKgSfXMU8+QYLojRNY2hoCCaTKSweenyCHhtEzKCkpAS5ubk+S6Iej4fTgMzJADGfheTkZCQnJ6OwsJAhSBsMBvT19SE5OZnpDUYC0YyPOzwez0k7xMQFp+4r84Ngm7QUdAahGR8h2FdVVaGrq0t2TfpAr5Htobd+/XpJNwAytTc6Oor8/Hykp6eHfI3Z2Vl0dHSgsrKS6Wn5K4mSYHgyZ4NSnrjZBGmapmG1WmE2m9He3g6r1YqBgQHk5OQgLS0tLM/zcg18p3IA44voO+IFKaY6hVxvdHQU4+PjzEAOCTJy2lz9HSaIh55Go0FxcbGkmw4JQmVlZYx1z/z8PDIyMpieU7CSj9FoZFwsApV52FmedzZINteTMQhKCYVCgdTUVKSmpqK4uBj/+c9/kJKSgrGxMczNzSEtLY0RT5aqIhAtdXLDqT7QBUQD3xLIJePzR0oXuwcpBny9xlA99ISAPbkZFxeH/Px85OfnM64FJpMJg4ODiI+PZzIQbwmm0dFR6PV6rF+/PqSNl50NssugZChG7iXRSGVBCoVikdfg3NwcTCYTRkdHJfMaXK4ZH997y6mqJDaWXeAL9mHKIeMLREoXuwcpBrwzvlA99IQg0OSmt2vBwsICTCYTurq64HK5kJ2djZycHOj1ejidTsEDQ+Rv2dmgd0mUpullzRn0Bbax6qpVq+B0OmE2mzE0NASr1cpk7aF6DXojmvFxQzTjW4aIdMZHSOllZWU+yaBy09gEFq+Jr4deqKBpmsmquA6xJCcno6ioCEVFRXC73TCZTGhra4PH40FOTg6MRiOys7NF64kEKokCJ6Z0ye8sJ7ucYBtrfHz8kqyd7TXIJs+Het9oxhccDodDdlQUsRENfF4Qm7QcSiA1GAw4fvx4QFK6HAMfcXPv6uqC0+kM2UMvVPAJet4gYgarVq1CQUEBZmdnYTQaGWUStVqNnJwc0VyoA3EG2QMy5LWdytlgKAHIl9egxWJBX19fUK9Bb0QzPm441d3XgWjgWwKxT4RcrkfTNAYGBjiR0sUOfGKdgnt7e6FWq3l76HFdjxhBz2q1MlJvZLQ+IyODEci22+1MudbhcEClUiEnJ4fT5soV3tkgIYKzA2E4BmTkNiEcDElJSQx5nngNsv3kSPnaV7UhUlqdJ1vGZ7Vao4HvVIPcvuREszIhIYFTjymSUmO+sLCwgMnJSRQUFKCsrEzQeoKJXfuSHwsVFosFvb29qK6u9ptVJyYmLjJytVgs0Ov16OnpQWpqKjMgI9b0oVKphNlsxsDAAOrr6xEXF8cEQODU4gwC4gXbQF6DbrcbKpWKIc/zFVIXA5E8XPD5fnMlr5/MWHaBT04gpPTCwkLOmpViTnUKDXyEX6hWq4P6/3FBoDKzGEFPp9NhdHQUDQ0NnPuPpOypVqtB0zTm5+dhNBrR0tIChULBBEEh04djY2OYnJxEY2MjE0xjYmIWBUCpBmROFSd0b3dxt9uNqakp6HQ65sBC07RPYXqpwVc9Rax7h/qMLCwsSKasJBdEA1+EQIKGP5cIfxBzqlOpVPLuZxIPvcbGRkxMTIjSFw1kKUT0U/ls9DRNY3BwELOzs1i/fj3vTYht3bNq1So4HA5Go3JhYQFZWVlQq9XIysritE6iu2q1WtHQ0OBzXcEGZMJVEhUT4Qi2sbGxSw4sx48fx+joKCYnJ5nydTi8BiOd8fEpdfpzXD9VsOwCH5cHkAxrSLWRjI2NYWxsLKBLhD+ILS4d6rW8PfRiY2NFW5P3dcQaYunq6kJMTAzq6upE3YASEhJQUFCAgoICUBSFqakpGI1G9Pb2Ijk5mckGfWWX7HXV1tZyWhcXUW2FQoGYmJiQnt1TIeMLBHJgycjIQHp6OjIyMhaJHKSnpzPkeSlUTiLZ4+PT14yWOpcpSDlRzIeVpmnQNB2yU7o3pOjxcQXpRyYmJi7y0BNrEpZ9HTGCnsvlglarhVqtRlFRkeD1BQKbdE3kuQhdgqIo5OTkQK1WIzU1FR6PB1qtFiqVSpCija8BGVIO5SqjFgnOVqR7bXFxcYzXIE3TmJ2dhclkwsjIiCRegyebbFg08C1TEAqCmHwuh8OBtra2kJ3SfV0rEoEvkIeeWGsigU+MoGez2aDValFaWuqTDykl2PJcJSUlcLlcMJlMGBoawtzcHFwuF/Ly8lBYWChaACBBMDY2Vvai2nLi0ykUikUTvaR8PTAwAJvNxpDnhXgNnmz0lGiPb5lCCg+9o0ePory8XPAmHInARzz01q5d61NZX8yMjz3MwTfozczMMP1TsqFFEkRGLT09HVqtFiUlJXA4HPjiiy+QkJDAcAbFIg1z5QySz/9UL3WGcl/v8rW31yDJBkPpgZ1sgS9KZzgFwbWXIlbgMxgMzPCCGHYsMTExcDqdIqyMW+AjpPpAHnpKpVIU13qFQgG32424uDjeQc9gMGBwcBD19fWyatBPT0+jq6sL1dXVi2TciIxaR0cH3G43srOzoVarkZ6eLno2CCwdkHE4HEs0RaVGJANfKK/P22vQZrPBbDajt7cXTqeTs9fgyRb4bDYbcnNzI70MSbHsAh8XiJHxEVK6xWKBSqUS9TQfjqnOUDz0xMj4aJpGZmYmtFotMjIyoFaroVKpQiovjYyMwGg0LqIFyAEkGDc0NCx5Drxl1MxmM8bGxjA7O4v09HTGWULMsjtw4hmfnp7G0NAQKisrmfJyOEqikSx1CrlvUlLSIn4n22swKSmJyQa9h5kiFfj4fie5uq+fzIgGPh8QGvjYpPT169ejvb09YgMpgeBvqpOiKHR2dgIAJw89IWti9/MIn3FmZoaxCEpMTGQGQ/xx72iaRk9PD9xuNxoaGmR1uh4dHYXBYOAUjGNjYxc5FhBniaGhIWY8XywZNbPZjL6+vkWZsTdnkFBIxBbVlnOpkyv8eQ12dHSAoiiGPJ+enn7SSaVFJcuWKYQEPpvNhtbW1kVDIGL2DKXu8RFnCLVazXnikG/G52uIRaFQLNJmtFqtMBqNPqcjidt6W1sb0tLSRHGmFwuE9mGz2XgFY4VCgczMTGRmZqKsrAx2ux1Go5GRUSPSXMHKbL6g0+kwNjaGxsZGxMfHM//ORVRbjCAop+EWMeDtNehyuTA1NYXx8XF0d3fD4/EgKSkJSUlJYa1E8CXOR6c6T0Fw+cLxDVT+SOmRpCCEci2r1YrW1la/zhBironr5CZR42BPRw4ODsJqtSI9PR3T09MoLi7mrHwTDpCMOT4+HjU1NaJs8omJiSgsLERhYSEjo6bT6dDd3R2SjNrIyAhMJhMaGhoClk+DcQbJ9yNUziBwamR8gRAXFweNRgONRgOaptHS0gKHwwGtVguFQsGQ58X0GvSFaMbnH8su8HEBn8BHSOmNjY1LhipOhozPbDaju7ubl4deqBkfX/kxtsns7OwstFot0tLSMDo6CrPZzJQC2VlMuOF2u6HVapGTkyMZd9BbRo2YuDY3N0OpVDJZMZvn287CAAAgAElEQVSHRjJQu92O+vr6kDdEX5xBX1OiXLLBUy3jCwQiKFBUVITExESfXoPZ2dnIysoSnesnJOOL9vhOQQTbqEPRw6Qoiik/+SOlixmsxA6iNE1jdHQUExMTvD30Qnl9YmhusvtTRIORlERbW1sBgNn8pT5Vs2G326HValFcXBy2qThvE1eHw8G4FSwsLDC9psnJScTFxaG6ulrw++GrJBqKqPapnvH5ui95H7y9BmdnZ5lAGBsbywwziZFxCcn4ooFvGYLreD7ph6lUqoB2PHLN+ABgfHwccXFxgjz0uGZ8QjU3gRMaoePj44uEptk9ltLSUjidTphMJkZDk5SWuGpo8sH8/Dza29tRUVERESFkgoSEBMa2h6IomEwmps+UmZkJnU4nalbMLon6E9Umv0eC4XLK+AD/QtFKpZLp465evRp2ux1ms5nJzDMzM5lskM+6+QrQR0udyxRcAtX8/Dy0Wi2nfpgce3xutxtjY2NISkoSrGEZbE1iKLGwBZ0bGxsDfqHj4+MXkZAtFgujoZmSksKURMUaNJiamkJPT09Aq6NIwOPxYGRkBKWlpSgoKFiSFRPOoJhCzVxEtcUUhwgFcs80ExMTl3gNEvI88RrMzs7mTI3i48wAnCh1yuk5lgLLMvBxKXUG+nISUndNTQ2nfpjcMj5ih5SVlSVKKTCYnZAYQtOdnZ2Ii4vjLOhMQHpeZOyc2Ap598P4lnb0ej2Gh4dRX18vGldTDNjtdrS2ti6SbPPOis1mMzMolJmZiZycnJC5k4Hga0DG7XbDaDQiKSkJLpcrrDJqJ1OmydYMBcB4DXZ1dS3yGkxPT/d7bb4Zrs1mk5X4gxRYloEvGPwFKmJvYzabcdppp3EuF4mlbEKuJSTwTU9Po6OjA1VVVbDZbLDZbJKtSUyhaY1Gg8LCQkHr9GUrZDQa0dfXB7vdDpVKBbVazZkiQCYkGxsbZSVCTBzmA5VdvXtNxMmcSHOJLaNG0NfXh/j4eJSUlCwZkBHTZ9AXImkPJPS+ycnJSE5ORmFhIeM1ODk5iZ6eHqSkpDBBkr0n8R1uEWpOfTJAPt9WGcFX4PN4PGhvb0d8fDwnUnew6/GFkMCn0+kwNDTETJ4SuSqh8JXxiTHEsrCwAK1Wi9WrV0OtVgtepzcSEhKWOK2zKQJqtRrZ2dlLSqI0TaOvrw9Op5PXhKSUIDqlNTU1nMtV3tJcxFmio6MDHo+H4QwKkVGjKAptbW1IT09HSUkJM+1IfhYuUW258DyFwJfXoNlsRltbGwAw2SDfUudyQDTw+YB3oArkTMAFke7xkVH22dlZxkOPXEsMcWlfPnpiCU1XVVUhPT1d8BqDwRdFwGg0MlY17Ayovb0dSUlJqKqqktVGSqY5heqUEu4kIWNbLBaMjo5ibm4O6enpjJwc1yyXUDzUarXPrJ2rqDb5eXQz/wrsKgbhupLPa2pqCklJSUhISOD8eUXCpioSWJaBL9hmxaYz8HVK976eWBlfqBst20OvsbFx0d/zMaL1tya2j57QyU29Xo+hoaGICU2zKQJk2s5oNKKrqwszMzPIyMiQ3N8vVPhTYxGKuLi4JTJqRqMRg4ODiIuLY3qk/j4nl8vFHBrz8/M53TMQZxA4OV3nwwX25zU8PAyPx4P5+XmMjIws8owM1tuX04FOCizLwBcMRAg6ECk91OuJSUHgCofDgZaWFhQUFPg9aYuxLnIdckoXMrk5PDwMi8UiK6HpxMREqNVqTExMoLKyEjExMRgfH0dXVxfS0tKYkmik+nxc1ViEgi2jBpwYgjCZTOjq6oLT6WSmRDMyMqBQKJgBm1WrVvEuVQvlDC5nUBTFPJ+kp00GmojXIKFLkGw6kn3QcCIa+HxAoVBgfn6ecSYQ2ugV29+PC+bm5qDVav166AHiBmRSkiIn8VBBhAAoipJd32xubg7t7e2orKxkNn0iR8UWko6Li2NKouHIVIWqsQhFUlLSIhk1s9mMiYkJdHV1ISkpCXNzc1i7dq1o/dlgnEGpRLVPVnhPdXp7Dc7MzDCBMD4+Hr29vSgvL+f07FosFmzduhVDQ0MoKSnBa6+95rMi9tJLL+E3v/kNAOC+++7DjTfeuOjnl112GQYGBtDe3i7w1YaG5f1k+AApzQBAXV2dKNNN4c74DAYD2traUF9fH9ADUIx1EVWKpKQk/Oc//0FPTw/MZnNI13W73WhtbUViYiLWrVsnqw3LYrGgo6MDtbW1TNAjIBlQWVkZNmzYwNj7dHV14ciRIzh+/DhmZmYk6ZsQigdFUaiuro74exYTEwONRoN169ahuroa8/PzyM7OxuDgII4ePYrh4WFYrVZR76lUKhEXF4f4+Hjmf6RN4fF44HQ6Fw3MRAKR7JkFojMolUpkZWWhrKwMp59+OsrLy2E0GvGLX/wCvb29uPPOO3H48GG/3p+PPPIILrjgAvT19eGCCy7AI488suR3LBYLduzYgSNHjuA///kPduzYgampKebn+/fvjxhfcFlmfP4yEjYp/fjx46JamIQj42N76HGhWwgNfOwhlqqqKtA0jampqZDI4kTmq7CwkHMPKFzQ6XQYHR1dpBITCElJSUu89chQSEZGBiNHJfQwRfq2GRkZzISkXDAzM4Ouri40NDQw3Ehv2khWVhbUajUyMzNFC9jBRLXdbjfz/8N5SIikCW0odIakpCT86Ec/wne+8x3cdddd+OY3v4l9+/Zh+/btOHz48JJD35tvvomPPvoIAHDjjTfivPPOw6OPPrrod9577z1cdNFFzLTwRRddhEOHDuHaa6/F/Pw8fv/73+O5557Dli1bhL/YELEsA58veJPSjx8/Ltq1w5HxheqhR9bF90Tqa3JToVAwzXNvsjh7apKUUkgJce3atRGV+fIG6TVOTU3x5uh5e+tNT0/DaDRiYGBAEE/O5XKhtbUV+fn5WLFiRcjrkhJEQ7Wurm5RucybNkIMXAkHjQgMiDmUw+75eTwedHd3Q6VS8RLVFoJIBj4+97bZbEhPT8cll1yCSy65xG/PT6/XMwfV/Px8GAyGJb8zPj6+aLZg5cqVGB8fBwDcf//9+PnPfx4xabRlH/j4ktJDgdgZH5nGJA810QzNyckJKQPgO9XJZXLTmyzOnox0uVxITk7G7Ows6urqZCWPRExtPR4P6urqRNm0vD0GFxYWYDQaGYNiMhSSlpYW8LMTY1hEKhAFm2BTpd4GrqSXzhYXz8nJEU1GjaIodHV1ITExEatXrwZN02HjDAKLBarDDT4E9oWFBebQcuGFF2JycnLJ7+zcuZPTtXwdqhUKBVpaWnD8+HH84Q9/wNDQUEjrEwvLMvCRLxQhpcfFxYVMSg8FYmd85HpKpZK3hx6fdQlRYmH7yQ0PD2NsbAxpaWlMyY5wwyKpGEGeh9TUVElNbZOTk1FcXMzw5EwmE4aHhzE/P4/MzEyo1epFk3bAV2osa9euXVJ2ijQmJiYwMTGBhoaGkCZx2Ycjtrg4W0bN13vBFWzSfGlpKXNPYGlJNJCothBEkkTOJ+OzWq1MFvbBBx/4/b3c3FzodDrk5+dDp9P53HtWrlzJlEOBE9Zt5513Hj7//HN8+eWXKCkpgdvthsFgwHnnnbfod6XGsgx8wFek9BUrVvgc9ffOqoRA7A2UBCzioVdTU8OL5B2qnZAYQtPElfyMM85gBhFIGbC/vx9JSUkR8dUjJcS8vLywmtqyPQbZ78Xx48cZGkVCQgL6+vpCUmMJFwj9pKGhQfChxVtc3Pu9IJxBLv1Wj8cDrVaL7OzsgJzLQKLapMwnJAhGkh7AJ+Pj6r5+2WWX4aWXXsLdd9+Nl156CU1NTUt+51vf+hbuueceZqDlH//4Bx5++GGoVCrcdtttAIChoSFs2rQprEEPWKaBb25uDl9++WVAUjo7q5IblEolxsbGYDQaeXvoketwCXxiBD2Px4OOjg4kJSUtciVny2V5++opFArBItJcYLPZ0NraKpk0Glf4ei+Gh4eh1+uRkpICo9EImqZFdVPgC+KWsbCwIFpJmA1/Mmrt7e2MjJq/8jCZEs7LywupD8oekGGXQdkE+lBLoidjj4/Ld+3uu+/Gli1b8MILL6CoqAh79uwBABw9ehS7d+/G888/D5VKhfvvvx+nn346AOCBBx5gPs9IY1kGvqSkpKCkdNKXk5P4MABmQwQgyEMP4DbcIob8mNPphFarDZpNefvqEVPV3t5eOByOJQRpMUAGbNatW4eMjAxRrikGFAoF5ubmsLCwgG984xsATkiSDQwMYGFhgZmMlNJj0B9IH5Sm6UWHGCnhLaNmNpsxMjKyZGKWoqiQlWJ8gbyn7GzQuyTKRVQ7koGPT7bJLnUGQnZ2Nj788MMl/37aaafh+eefZ/5727Zt2LZtm9/rlJSUhJ3DByzTwBcXFxeUpBkJ0nkwkJOsUqlEeXm54NJSMHsmMYWmy8rKkJOTE9Lfsk1VCUGaKKYQzUgh9AD2FKLcjDfZCjbk9bHLgN60ESkmI32BTA8nJCSgrKwsIplnXFwc8vLykJeXt0hGrb+/H3a7Hbm5uaL3QYP5DLrdbuZ32IEu0lWjUD+f5WBCCyzTwMcFcgt8xEOvuLgYFotFcmIsmdwU0uCfnp5GV1cXqqurOfkWBgIhSLMVU7zpAVz7P8BXTu5ia1sKBVuNxV8Jka256GsykrwXycnJogYmwh/MzMxESUmJaNcVAiIikJSUBIvFgvLycng8HmZ6mG01JabZLsBNVJsExJMFNptNVtQiqRANfH4gReDj2+gmHnqkJzk9PS1ZUBajnwcAk5OTGBkZQUNDg+iebmzNyDVr1jB9wba2NtA0vagv6L1+QvKfnp4O6uQebpDR+9jYWFRXV3N6770nI0l5WGyyOKk25ObmhnX4hwtIj7a8vJzpIRERAYvFskRXVaVSiaoDG0hU2+FwAFhMmZAzohnfMofYgY9vz9DbQw+QjhAv1uTm0NCQIPJ3qCD9n5KSEmYkvr+/nzm9ko1foVCgu7sbNE1LMpAhBGQKMSsrC8XFxbwPHN7lYYvFAr1ej56eHqSmpjIl0VA2fqfTyVQbcnNzea1LKpBSui+aR2xs7KIqwezsLEMdYfMJxRycYgfBqakpjI+Po7q6OiycQTHAdarzZMeyDHxcNhX2ZJcY4MOZ6+/vx8zMzCIPPT7X4no/oUGPoih0d3cDQMSEptkj8UQlZHJyEt3d3XC73cjMzERlZaWsNh1CpSDrFgv+PAaJkg7JjANtdIT2w6dHKzXm5+fR1tbGqZSuUCiQkZGBjIwMxmqKPTilUqmQk5Mjmoza9PQ0enp6Fllr8R2Q4QO+rZBo4FvmINZEYiGUDJLt9u7toUfWJmbgE2OIhZiNqlQqQRmLmCCbe3p6OlpaWhj5sGPHjjFOCmq1WvRSbCgIlxqLL49Bk8mEnp4eZmKWbPzks5MzaZ5M4/LlNiYmJi6SUWNnxkRjNjs7m1f/d2pqigl67Gcr2ICMmD6DfIdqFhYWJKUOyQXLNvAFm2gUu9TJNVgF89AL5VpcQYIe3y8bEZouKipCXl6eaOsSA76mSsvKymCz2WA0GtHR0cHwwjQaTVg5cpEMLN4bv9lshk6nQ3d3N9LS0pCamoqJiQlGu1ZOIELYYk3jemfGRGOWLaPmr2fsDYvFgt7e3iVBzxtcRLUVCgViYmJ4fS+FBL5oxreMIVWPLxC4eOgB4gU+iqKQnJyMY8eOQaPR8Mp+fHnVyQUzMzPo7OxEVVXVEmUbtpMCkQ0jUlnh4MiRzbu6ujriaizeE7Pj4+Po7+9HfHw8+vr6grqshxMksHgLYYsFb41Zds+Y8CdzcnKgUqmWPBtmsxnHjx/n7ObBhq8BGVIO5SOjxke1BeBOYD/ZEQ18fhATE8NMZImBYMGKuENwEW0WWoZl9/Oqq6sZAWmS/ZCNLlj2Q7hTcuTBmUwmHD9+fFGPxR+8ZcNCtVbiuzapNm8hIFzJDRs2IDExcZHLusvlYkQE0tPTw17OJgGIT2DhC28ZtampKWZqNjk5mRmQmZubY9YmlB5DgmBsbKzfkmiwARm+GV808J3iCHep09/1iAWOwWDg7A4RExMDl8vFax2+hlgCZT8qlQoajQYZGRmLvkijo6PQ6/Wy48EBJ+xQJiYmeK3NF0fOYDD4tVYKFTqdDmNjY7J83yYnJxn/QbI2tsu6t8egGCICXGEwGDA0NCRKYOEL72eDuGwcO3YMNpsNK1euhN1uR1xcXNg5g97ZIN+Mz2q1RgPfckY4enxEBYOmaZx22mmcT2h8S51cJjfZ2Q+ZiiS9n/T0dOTk5GBqagpOp1MUYWIxQdM0BgYGMD8/LwpHj132IgMhbGulULMfX2oscsHY2Bj0ej0aGhr8UlC8PQa9RQRIpUDsYSGdTofx8fGQ3R+khEKhQEpKChYWFhATE4MzzjgDMzMzjMuGVI4jXEW1+RLn7XZ7RIe9woVo4PMDsekM3oHU5XKhpaUlZA89gF/g4zO56e2dNjU1ha6uLrjdbqSnp2NychJqtVoWmQuhUiiVStTW1kpShmNbK/lyWNdoND4tdIgai8PhkB1/EABD6K+vr+e8SXuLCCwsLMBkMqGjowNut5sJgsE8BoNhfHwck5OTqK+vl51ursFgwPDwMBOQk5OTmXL5zMwMU5olh4KcnBxRS9veotrsg+3CwgIUCsUiKTUuIPSKUx3yepJkBLHpDOxgJcRDz/taXMAOenw3XZfLhf7+fpSUlGDFihVLXBTYMlnhhtvtXiSlFY7eEzv78bbQYVsrxcbGorOzE/Hx8aiqqpIFzYOAHZBra2sFBeTk5ORF5XKz2Sw4+xkZGYHZbA4pIIcLer0eIyMjqK+vX5KFKpVKxniYfSjo7OyE2+1mqCNSyahZLBZMTEww6j8ej4cxjg7GGZTT8yklFEGIjtIKQkYQbrc7YGCbn59nBjfEwMjICBQKBZKTkwV56AEnBhCMRiPWrl0b9HfZdip8H2oydr9mzRqf06YOhwNGoxFGoxFOpzOsAxBEVaSwsFCQGr9YYFsrGY1GLCwsICMjA+Xl5bLqndA0ja6uLiiVSklNd8mhwGQywWKxcPbVGxwcxOzsLGpqamSXIU9OTmJsbIxXFkoqBSaTCbOzs4yMWnZ2tigZLeEQsgeAfA3I+CLO0zSNc845By0tLYLXIRP4faijGZ8fSNHjM5lMGB8fx/r16wXV0blkfGJpbk5NTaG7uzugOkZCQgLDCfMuAWZmZjIlQLE3sGABORIg1koJCQkwm80oLS1FTEyMpNZKoYKiKLS3tyMlJQWrVq2SdB2+fPWIripFUUsmiIlikd1ul2XQ0+l0mJiY4F169e6Tzs7Owmg0YmhoCLGxsUylgE/lhE2cZx8qgnEG2QMyywXRjM8PnE4nWltbGRNFISBqITabDWeeeabgss3s7CyGh4dRU1Pj935iBD2dTofR0VHU1tbyCtTktG8wGDA1NYWUlBRoNBqmBCgEhKMnhvOD2PCnxkKI4kajEbOzs2GdimSvgYszeTjgdDqZ98NqtSIzMxMOhwNxcXFYt26d7MpuExMT0Ol0kpVeiZqO0WgMWUZtenoa3d3dQYnz3mCLavf19eGSSy6B0WgU+lLkAr8PUDTw+YHH48EXX3yBM844Q/B9tFotlEolUlJSsGbNGkHXAwKXYcUSmh4cHMTMzAxqampEKcGwtSJNJpMgyTCDwYDBwUHU1tbKjgdH9CODEfrZU5FmsxkJCQnMoUAqjppUmqBiwOPxoLW1leHOJicnM9mPHIanxsbGYDAYUFdXF5ZDCpFRMxqNmJmZCSgwzjfosTE4OIhrr70Wu3btwte//nUxXoIcEA183mA3fH2Bpml8/vnnOOuss3jfg+2hFx8fD7PZjIqKCt7XI1hYWGDq+GyIoblJrHFI70eq8geRDDMajfB4PEwQDCYLNTY2hsnJSdTV1clmtJ2A+A/y0Y8kJUCTyRTUWokPHA4HWltbUVJSwmugSkoQWk9iYiJWr14NYPH7AYQmGyY2RkdHYTKZUFtbG5EhG7aMmslkYobJcnJy4Ha7BQe9kZERbN26FX/605/wta99TeTVRxTRHl+oEPrl8vbQm5qaEo0e4avHJ9bkZltbG1MGk3KD8SbNExUYm83GmIeyBZNJ72dhYUF2/EFgsaoInw2Iq7USXzWO1tZWWfVCCSiKQltbG9LT01FaWsr8e2pqKlJTU1FaWrpENoz9fEjdlyKTpZGkoXjLqBHPxe7ubszMzCA3NxdWqxXx8fEhr3F8fBzXXHMNdu3adaoFvYCIBj4JQDz0GhoamCa1mPQI78DHntzk++W02WzQarUoKSkJu+daXFzcIishi8WyhDRvMBgQHx+PmpoaWfZ+CMFajLKcP2ulnp6ekKcArVYrtFot1q1bh4yMDMFrExNc+42+3g9vJwUxJeUIhoeHMT09LTvuZUJCAlJTU+F2u3HGGWcwwgq9vb0hlYh1Oh22bNmCJ554QlBl62TEsg18UmyeRDlkenpaUg89ci2xhlhmZ2eZ7DTSm6O3Ur7FYmHUbTIyMqDT6WTT9wGwyHRXiizUW0SAPQUYrE9KPle+1j1Sgji65+XlYcWKFZz/zvv9ICXA5uZmKJXKRSVRIRgaGmJ63HIKesCJz7Wzs5PRoU1JSWFk1KxWK0wmE7Rarc+pWYLJyUls2bIFv/vd73DOOedE8NVEBss28IkNtodeQ0PDki+LmPQIkj2KEfTkLDTtdDrR39+PNWvWMOUcb9K8RqOJyIALTdPo6+uD0+kMW0bANlP1Za3E3uSmpqYYexy5DQAR1aKVK1cK4l76KgGSzIdMRRLqSCifz+DgIObm5mQb9Do6OnwKnBMqTWpqKkpKSpbo7losFszNzeHMM8/E9ddfj4cffhjnn39+hF5JZBENfEFABkUCgXjo5efn+y3ZiJnxKRQKuFwuWK1WJCcn8w56IyMjMBqNWL9+vewGRQhHr7y8nOGAsfs+ZPSbrZup0WgES2RxARnGiLQaiz9x8ZmZGVAUhYqKirC5GHAFERyQYsiGzSf1LpmnpaUhJycH2dnZAZ910kesrq6WXdCbm5tjgh6XQ6q360hzczPefPNN3HPPPSguLsbg4CDGxsawcuXKMKxeXogGvgAgWVqgXgrx0KuoqGCMTgNdSyjIEEtpaSl6enrgcrmQk5MTkokqTdPo7e2Fy+XymZ1GGmQ8O5BXHdtIlZDmiUSWlH56pC+VlZWFkpISUa8tBGSTA07wwYqLizE1NYXBwUFJ+2ChgBwQV69eHfC7Iga8S+azs7MwmUwYHh5miOJslw02cZ5IfckJxPeSb2VGqVRi1apVOH78OJ577jmsW7cOBw8exH/913/he9/7Hm688UYJVi1fLFs6A03TcDqdAX/n6NGjqKmp8XtqNhqN6OvrQ21tbdAeCkVROHLkCM4880xBa/ae3CQnfYPBgIWFBSbz8acMQkqyqampkqt28AHh6NXV1fEmzRM/vampKaSmpkKj0YgiCUVKdCtWrJAdDw44MXZvNBpRW1vLvFa2tZLZbBbFWokPyGQpO4OPFMgwCFtiz263Q6FQyE5PFfiKG1pbW8u7dzkzM4Mrr7wSv/jFL3DFFVeIvELZIsrj8waXwNfc3IyKioolJyy2h159fT2nQQuhvEAumpukvGMwGDA7O8s4BhC3aIfDAa1WK9uNm5Rea2trRclMCGmebPpxcXGM03yoJUB/aixyABEc4NKXYm/64TKWXVhYgFarRWVlZcSHp7zhcrnQ0dEBq9XK9FBJSVQObhBiBL3Z2VlcffXVuP3227F161aRVyhrRAOfN7gEPq1Wi1WrVi3K5gjBm6IoVFVVhVRK++yzz0IOfHwnN4k1isFggMViQUJCAqxWKyoqKmRHYCYuAXa7PeT3NBQQ41Cj0ciQxDUaTdANhasaSyRAhmxcLhcqKytDeu9IidhoNDK6qqRELNaEKnnv5CgtR0r+NE0zwhJETcdisQhSFxIDYgS9+fl5XH311bj11lvx3e9+V+QVyh7RwOcNLoGvvb0dhYWFzCmVlLqys7NRWloa8gk51MAnFl3BbDaju7sbKpUKs7OzgjIfsUFRFDo6OpCYmIiysrKwlZkIKdpgMMBut/sVjxaixiI1yCEsNjYW5eXlgt47trWSxWIRRTJMznQKmqbR09MDhULh971jqwsRO6FwuY4Q/qWQ985qtWLr1q244YYbcNNNN4m7wJMD0cDnC0QX0B+6urqQm5sLlUrFeOitXr2aN8E7lMAnVtCbmJjA2NgY6urqmCC3sLAAg8HAiNESWkC46QwulwtarRZqtTqigsne4tHEP46iKAwNDfHuN0oJoniSlpbG6xAWCGxrJSKRRbJjrs8IGVCqra2VHU2GWDLFxsZizZo1nN477+xYKod1QJygZ7PZsHXrVlxzzTW4+eabRV3fSYRo4PMFp9OJQK+/t7eXKfuQUz9fDz2Ae+ATQ3OTkOlJ38ffl5NwnwwGA68JUb6w2+3QarUoLi4Ou1JMINA0jenpaQwODmJqagoqlQp5eXkRn4hkgwifq9VqFBYWSn4/tt8iF2sli8XCcAjldmCgaZqhovCtMJA2AsmOExISmJKo0AqKGEHPbrfjuuuuQ1NTE374wx/KblgnjIgGPl8IFvjIePPc3JwoX2IugU8MzU3CM4uLiwupBOZ2u5nyn9VqhUqlgkajWaSZKQbk3DMDvlJjqampgd1uh8FggMlkithEJBtikb/5Ipi1EtHU9PaEkwNomkZHRweSkpJEnWgmailGoxEURTEHg1A5pSToCemHOhwOXH/99di4cSN+/OMfL+egB0QDn28ECnw0TeOLL76A2+3Ghg0bRClnfP7559iwYYPfgEbUWISUNsUqH1IUxWxwMzMzSE9PZyZEhbwXJBuoqamRlSM5sFiNZd26dUs+J++JyHBlxwSEByeXyVJvayUirFBfXy+7nuEWY6EAACAASURBVB7pJRPzXalA6EVsj0EuA0MLCwtobW0VFPScTiduuukmnH322di+fftyD3pANPD5hr/AR0pJFEVBrVajuLhYlPsdOXIE69evXzImLVY/jwhNl5aWijq5Scp/ZEKULyF6cnISIyMji/qNcgFbjYVL38flcsFsNjPZcVZWFpMdSzGVKicenC/odDoMDw9DrVZjampKEmslviCO86QfGs77eg8MkfeEPTAkRtBzuVzYtm0bTj/9dPzyl7+MBr0TiAY+X3C5XEtkxOx2O5qbmxlbHqfTKZpChy9CvFhBjziSSy00zSZEE0NZLhOiw8PDMJvNi8jVcoFQNRaKohjT0Onp6ZAdFIKBlIarqqoE9ZilwtjYGPR6Perq6pjXS6ZmjUYjY61EhBXCqRREhoAyMjIiqrTjPTAEnPAYTEtLQ29vL6qrq3l/tm63G7feeivWrVuH+++/Pxr0vkI08PmCd+CbmZlBe3s746E3OTkJq9XKmGMKhTchXqygF0lHcpvNxkyI0jS9ZEKULY/mq3wYaTidTrS2topG6mc7KJhMJsGDD+RAI4TLJSWIX10gk1ZvN3GxDwb+QFEUc6ARq2ojFpxOJyYmJjA4OIj4+HimLxiqzJ7H48Ftt92G0tJS/M///E806C1GNPD5AjvwTU5OYmBgAPX19cymTWSvysvLRbkfoUOkpqaKNrk5MjLCuENHeurQ6XQyE6Jk+o8MQISTo8cVRI1FSu1IX9QRrrY5pB/qS4lfDhgcHMTs7GxILgbsgwFR05GCJE5RFFpbW4N6/UUKpHRdWVmJtLS0RTJ7KSkpjPVSIA6lx+PBT37yE+Tm5uKhhx6S3aFSBogGPl9wuVzweDwYGBjA1NQU6urqFgUPi8UCvV6PyspKUe5HCPHp6emCJzcJAdfj8YSs2BEO2Gw2NDc3IyYmBhRFSd4DCxWRmCwlBwOj0ciQ5jUajU9CtMFgYDiEcuuHsgWdhWbxbJK4t7US34MSKV2r1WpZOg/Y7Xa0tLT4lHBjewyaTCa/HoMUReFnP/sZ0tLS8Nvf/lb075Tdbsc555wDh8MBt9uNq666Cjt27BD1HmFANPD5AtGujIuLQ0VFxZKHZ2ZmBqOjo6iurhblfp2dncjNzWU2Or5fbLfbzfQtxCYviwHvIRvSAzMYDMyEKHsEPtyQgxoLoQUYDAaGEE2mZicnJzExMbHkICYHkNI1RVFYu3atqM+e90QkH5cNj8eD1tZW5ObmhmRwGy6QoLd27VpOBy6Hw8G8J3a7Hfv27cO5556Lw4cPIzY2Fo8//rgkB0nSk0xNTYXL5cI3vvENPP744zjjjDNEv5eE8PtwymvKIMzo6+tDZmam31KImOaxJLszmUxITk7mLQPlcDjQ2tqKwsLCiPC4goHYp7AzKXJqJa7ZREO0v78fycnJ0Gg0YSOIG41GDAwMoKGhIaLk6piYGGg0GuZgQKb/iNt8WVlZxNbmD0TxJCYmRvSgByz1jyPlv97eXqSkpDAuG/6eE4/Hw/hiylGEPdSgB5zwGFyxYgVWrFgBt9uNkZERPPnkk+jq6sJFF12E1157DRdffLHoVQtiagucOJC4XC7ZHbCFYFlnfL6mOtmw2Wzo6upCY2OjoPuQIRabzYaJiQmYzWbExsYyGx/XIEiCSkVFhSxH2s1mM/r6+jhz9MipkkyIsn3SpAhKExMTGB8fR319vSwzqYGBAczPz6OkpARms3kRaV6j0UQ0UBMeXFJSElavXh3WTZCLtZLb7WYso+R4IOQT9LxBURR27NgBi8WCZ599Fm1tbThw4ACOHDmCt99+W/TPxOPxYP369Th+/Dj++7//G48++qio1w8DoqVOX/B4PHC73X5/Tib+Tj/9dN738De5SaYhDQYDFAoFs7n5G2IINaiEGzqdDqOjo4J6UqTfYzAYQnJP4AKixhJo+jBSIP1aiqJQWVm5aAOTogcWKgglID09Paw8OH/wFhLIysqCxWJBcXGxLIOew+FgJrqzsrJ4XYOmaezcuRNjY2N48cUXw/oMT09P4/LLL8eTTz4pWtsnTIgGPl8IFvg8Hg+OHj2KDRs28Lo+18lNh8PBTP653W4mCJINf3x8nOn58C2RSgWapjE0NITp6WnU1NSINp7uPSFKNvxQlfGDqbFEGoQ4n5CQEHTy1bsHplKpoFarJR0YIoMicp6OPHbsGOLj4+F2uxmlFOJBGWmQoCdEeICmafzv//4v+vr68PLLL0eEB7tjxw6kpKTgF7/4RdjvLQDRwOcLwQKfEPNYvpqbLpeL2fDtdjuUSiWUSiXq6+tlR/wO12QpUcY3GAyYn5/nPCEaSlCJBDwez6IhpVDgPTCUlpbG9MDEygbcbjdaW1uRl5cny0ERoltaXFy8pFcqlrWSEBCJuTVr1ggKen/4wx+g1WrxyiuvhK1EbzQaERcXh8zMTNhsNmzcuBG//OUvsWnTprDcXyREA58vBAt8AD/zWDE0N0l5iaIoxMbGYn5+XjLRaD7weDxob29HamqqqIK/wUCGHgwGA6OS4mvDF6rGIjVIUMnNzRU8cu+tmZmYmMj0wPhu+JEWww4Gp9OJlpYWlJaW+tQt9WWtRN6TcNgkOZ1ONDc3Cw56Tz31FP7973/j73//e1iDt1arxY033sjsZVu2bMEDDzwQ0jVIpSuCiAY+X6AoCi6XK+DvRMJDz+l0QqvVIjc3l7Gd8T7hZ2RkIDc3N2SlBzFAep8FBQURzQQIGZoMPSQmJjKyWJ2dnbLftIuKipCXlyf69cmGz9dvkayvpKREVM1XsUDWt2rVKs7CA6FaKwldX3NzM8rKypCdnc3rGjRN49lnn8Xhw4exd+9e2XE5/aGlpQUOh4N3e0hkRAOfL4gZ+MQKegsLC9BqtVi9erVfBX5S0jEYDJiampKkzOUPRHGirKxMMrUTPiAn/ImJCYyOjiI5ORkrVqyI+DSkN8KhFsOG94YfrFdKynPhWl+oECOoBLNWivT6aJrGCy+8gHfffRevv/66rJ7fQLjzzjtx7Ngx6HQ6nH322di9e3c045MjxAp8YgU9QqwORYzYO+tJSkqSjBc3OzuLjo4OyYWw+YKosaxbtw4JCQnMwJDH42HKXJG0yyGHGiEj7ULg7SKemZkJjUbDVA3IoUbI9KGUEKNn5g1/ZeKcnJyQsyw+magvvPTSS3j99dfx5ptvylKqzhd+97vf4Y033sC//vUvOJ1OXHjhhdi0aRPuuuuuSC4rGvh8gWvgO/PMM/0GMzE0NwFAr9czElV8T3i+eHGhcgX9wWQy4fjx46itrQ1LjyRUBFJjIU4BZGAokFSYVCAcTCHWM2LCu2qQmJiI+fl5rFu3jnemIiUID05qWyZ2XzAUayWXy4Xm5mbBQe+VV17Bq6++irfffluW3zNfcLvd2LNnD9auXYuGhgYAwIEDB/Dll1/iwQcfjOTSooHPF2iahtPpDPg7R44cwWmnneazBCKGWzpN0xgeHobFYhHdssebK0jsg0I9RRLitxzpFMBXaixcDg3eUmHeWY8UmJ6eRnd3t2w5mHNzc4yg89zcnORCAqGCBL1wZ6JcrZVI0PM3aMMVr732Gl588UUcPHhQdka+wWAwGJCWlsbsLYcOHcJzzz2H/fv3Mz+PQL84KlnGF0qlEh6PZ0ngY09u8t0wKYpCT08PaJpGfX296BtvUlISiouLUVxczHAFOzs7mdJfMHI4TdOMAn9jY6PsiN/AV0G5sbGRU2nXWyqMLYtF7HJycnJEe60kU66vr5dFEPEGKV+zXdMJab6jo4MhzZNnJdw9G1J+jUR5OD4+HgUFBSgoKGCslXQ6Hbq7u5lnJT09HW1tbYKD3v79+/HCCy/g7bffPmmC3qeffooVK1YsGYKiKArx8fHMs3LDDTegvr4e27dvj9RSlyCa8QXJ+I4dO4bKykrmJCNWP48ITWdmZqKkpCSsG4o3V5BsbGlpacw6KIpCd3c3FAqFTwHvSINkymKpsfibEBXCAdPr9RgeHkZ9fb0sM2WSiQYqX5NnhWQ9bNK81M8s27pHTj1l8qxMTk5ifHycGaTimyG/9dZbePLJJ3Hw4MGI9H754JFHHsE999yDhx56CFdeeSXWrFmz6Od6vR5333034uLiMDU1hT179kRimdFSpz84HI6AP/f20BMj6Nntdmi1WsnG2UOBNzlcpVIhJycHw8PDDAcu0pxBbxCHALfbLRlxnvRKjUYjlEplyGXi8fFxTE5OLnIllxOI118omai3oayULhtkEGjdunWydJ1nk+fT0tJ4y8q9++67+O1vf4uDBw/KUn/XFwwGA37961+joqIC3d3dWLlyJa644opFvqXj4+MoLCzEpk2b8NZbb0VqqdHA5w/BAh/bQ0+MoEeGHNauXSu7yTmKoqDX69Hb2wuFQoGcnJyIcQX9IRJqLEQb0mAwcCr9yVkXFDhRfu3v70d9fT1vfpivaUihGTKB1WqFVquVzSCQN9xuN5qbm1FUVITc3NxFPwvFWun999/Hzp078c4774hOHRkdHcUNN9yAyclJKJVK3HrrrbjjjjtEubbb7cbw8DBWr16NtrY2/OEPf0BZWRmamppQVVXF/N6uXbtw2223iXJPnogGPn9wOp0I9B50dXUxHnpCJzdJv0euQw7klL1mzRpkZWVFjCvoD0SNRaVSobi4OCJrIBubwWBgSn9k4AEAjh8/DofDIUtdUOArg1uxy6/saWIhKiknc9DzBruHTJzVh4aGcOaZZ6K9vR0PPvggDh48KMnQh06ng06nQ2NjI+bm5rB+/Xq88cYbWLduHe9rUhTFPNPsuYfOzk489thjKC8vx/e//3089dRT+MEPfiAHmbto4POHYIGvp6cHqamp0Gg0gjaysbEx6HQ62U5GzszMoLOz0+eGE06uoD8QtRg5qbGwidAzMzMATgwUyTXT0+l0zHSulJ8bIc0bDAa4XC6GPsLuIfsC4WFG0iA4EIj10cqVK0NuURBrpUcffRTvvPMOzGYzfvrTn+K73/1uWCT1mpqacPvtt+Oiiy7i9ffsoDc2NgaFQrEosA0MDODxxx/HRx99BJqm8eWXX8rB+isa+PwhUODzeDyYnp5Gf38/PB4PMw0YyimWpmkcP34cNpsNVVVVstwQCR2gtrY2aA+LzRUkQrZicQX9Qa5qMQQURaG9vR0KhYJp5pPDUnZ2tix6fGNjY9Dr9aivrw/rM+hLYNxX6Y+0AGpra2VZDRES9Nj49NNPcdddd+G5557D0aNH8eabb8JiseDDDz+ULMMdGhrCOeecg/b2dsH90nvuuQd9fX1wu90oKyvDY489xvzsqquuwtDQED755BO5TDBHA58/+Ap8voZYiE2OXq+Hy+Vi6ACBTqYej4cx75SjOwBwYkMkQxh8TmgLCwtMECRcQTFlwthqLHKa7CPwVX6laRpzc3NM6S8hIYEZjolEtj8yMgKz2RzxTNS79Jeamgq1Wo2EhARmulSOQY84uxcUFAiqNhw5cgQ/+9nPcODAAUaDFzjxjEuV4c7Pz+Pcc8/FvffeiyuuuILXNUhZc/fu3Xj//ffx6quv4vrrr0d6ejr+9Kc/ATgxIbxz50488MADcipRRwOfP3i7sHOZ3CR9Hr1ez9ABcnNzF01xkdJcfn6+YPV9KcB2/K6urhZlQ/QeAuHCFQwEosYi1w3R5XIxn3GgfgZbNJqL6bCYIDzMmpoaWfUcyeGAtAAyMjKQl5fHBEK5QKyg9+WXX+L222/Hm2++GTa3EJfLhU2bNuFb3/oWLw5df38/Vq9ezfz3nj17UFZWhj179qC/vx9///vf4XA48OWXX+Kss86SgxuDN6KBzx/YgY8PXcHtdjPDDgsLC8jOzkZaWhoGBwexZs0a2Zbmurq6EBMTg4qKCkkeVjZXkKjhc+nzEISixhIJEF3G4uLioEMObLBNh10uFzMhKrajOk3T6O/vh91ul+2gzczMDLq6ulBXVweappnDQShSYVKCBL38/HwUFBTwvk5LSwt++MMfYv/+/SgrKxNxhf5B0zRuvPFGqFQq/PGPfwz57/fv34/rr78eN998Mx5//HEAJ6Y077zzTmzatAl/+9vfAAC//vWvYTQa8fvf/14WJX0vRAOfP5DAJ4bmpsfjwfDwMIaHhxEfH89sanLwzyMgxPmsrCwUFxeHZV2+uIK5ubl+LWGI43x9fb0cGuRLQHqOa9asEaRryZ4QJYcmMiEq5HMhPEeKorB27VrZPHtsEPJ8XV3dkszXW1uVPTkbrtfi8XgYE14hQa+9vR0333wz9uzZg4qKChFXGBiffPIJzj777EWZ/kMPPYRLLrkk6N9OTU1h8+bNuPbaa3Ho0CGsWLECTz/9NABg+/bt+OCDD/DUU0/h3XffxeHDh3HgwAFBqjUSIhr4/MHtdsPtdgvW3AROTM2Njo6itrYW8fHxsFgs0Ov1mJ2dDYsmZDA4HA60traisLAwYpORFEUxQdD7fVEoFBgaGsL09HTE+1H+QMbtKysrRVXZIORw8r5kZGRAo9FApVKF9LzQNM1k8+Xl5bIMelNTU+jp6eFEnve2EMrIyIBarYZKpZLs+SBBLzc3V9BIfmdnJ7Zt24a//e1vgmgEkUBfXx8KCwthMBhw6623oqioCM899xwAYOfOnZiZmYHVasUDDzwQUsUjzIgGPn8gwwdKpZL3JkHTNLNh19TULEn5vV3D09PTkZubG/KmJgRWqxVtbW2Sq9uHAm+HAJqmER8fL/m4PV8QXUupOWYURWFmZgYGgwEWiwUpKSkMfSRQOYmiKHR0dCA5ORmrVq2SZdDjoxhDQNM0pqenYTQaYbFYkJSUxPAFxXpeSNDTaDSCevPd3d246aab8Morr6CmpkaUtUUK4+PjuOWWW5Cfn48XXngBWq0W6enpYetVCkA08PkCTdPYuHEj3G43Lr30UjQ1NSEvLy+kDYP0y5RKJSdNS/LlJZtaOIjhZEhErqRgQgdQKpVMpky4gmq1Wha9A5KlhNuWiQyBEKscQh/xHgKhKAptbW1IT09HaWlp2NYXCsxmMyPYLXSAhdBqSF8wJiaGCYJ8h4YoikJrayvUarWgoNfX14frr78eL7/8Murr63lfR06YnJzE9u3b8cUXXyAuLg4ff/yxLOcXvBANfP5A0zRGRkawf/9+vP7666BpGpdeeik2b96MFStWBPXgamtrY0bZQz1hs4nhJpOJ88k+FBgMBgwODsp2SMTtdkOr1SI7O3sRHcBqtUKv18NkMiE+Pj6idAA5Ddqw6SMAGDeJvr4+ZGdno6ioKKLr8wcS9BoaGiT5DMlEMd+hIRL0cnJyFlENQsXg4CCuvfZavPjii1i/fj3v68gRjz76KJ588kl89NFHYRvSEYho4OMCmqah0+mwb98+vP7667Db7di0aROampqWiDXbbDZotVqUlJSIUuMmyg5ks09MTERubq4gdZTR0VEYDAbU1tbKsnTIVY1Faq5gIOh0OoyNjclSccfhcECv12NgYAAxMTEoKCiQZEJUKIxGIwYHB8PmUuFyuZg+MtHLJENmvioyFEUxhy8hQW9kZARbt27Fn/70J3zta18T8hJkB7PZjK1bt+LJJ59EZWVlpJfDFdHAFypomobBYMDrr7+O/fv3Y2ZmBpdccgk2b96MyclJPPPMM9i1a5dkNiLz8/OL1FFyc3M5ZzxstZjq6mpZjrLzVWMRmysYCOTgIFeHBeIQUFhYiJycHGYS0mq1MpOQkZ4oJkGvoaEhIocv7/468dEjijok6KlUKkHZ8vj4OK6++mo8/fTT+PrXvy7iK5AP7HZ7xCseISIa+ITCbDbjjTfewK5duzA2NobrrrsO1113HSorKyXfWEjGYzAYFhmp+uqTEPeC+Ph4rFmzRlYnfwKx1Fi8x959CQnwARlWkiPxm4DwCL1NQIGvJmfZ9kFkQjSck7IGg4HxI5RDxYG0Fki/ND4+Hk6nExqNBqtWreJ9XZ1Oh6uuugp//OMfce6554q44igEIhr4xMDTTz+Nffv24fnnn8e//vUv7N+/H6Ojo9i4cSMuv/xyVFVVSb5J2my2RT0edtmP9MtycnJk2+shQyJiO1QQrqBer4fVauXNiaNpGn19fXC5XJJ5/QmFw+FAS0sLysrKgvIIvYepUlJSmL6glMFIr9djZGRENkHPGxRFobm5GUqlEm63GwCY4ZhQnsvJyUlcddVVeOyxx3DBBRdItdwo+CEa+ISir68PDz30EHbv3r0o05qdncXbb7+Nffv2YWBgABdccAE2b96M+vp6yTdNogJiMBjgdrvhdDpRXFws26AXriERb04cVw4lTdPo7OxEbGysbDlwpERcUVERsp8j6SOTYSp/E6JCMTk5ibGxMdTX18uyREymiNkj+USL12g0wm63Izs7G2q1OuDByWg04oorrsDDDz+MjRs3hvEVRMER0cAXDszPz+Pdd9/F3r170dXVhfPPPx9NTU04/fTTJQ2C8/PzTKY3Pz/PWUQ7nBgfH2dsmcKZAXhzBf3RRwgdIC0tDaWlpbIMegsLC2htbRVNsJtdPaBpmnlmhNA1dDodJiYmZNsX9RX0vEFI8waDAXNzcz7FBMxmM6688ko8+OCDnNRQ+GDbtm14++23odFo0N7eLsk9TnFEA1+4YbPZ8N5772Hfvn1oaWnBOeecg82bN+OMM84Qtc9CSofV1dVMkGPrZIrZ++ID0i+bmZlBTU1NRNVYvH0Fk5OTGRWQjo4OWZeISV9UKi4myXiItiqhA3DVVgWAiYkJ6HS6sFsfcQUJeuRww/VviJhAf38/du3ahQsvvBCvv/467rvvPlx22WWSrffjjz9Gamoqbrjhhmjg44do4IskHA4HPvjgA+zZswdHjx7FWWedhcsvvxxf//rXBZ2K9Xo9hoeHUVtb67d0yBbRtlqtzIaWnp4ueRAkmpFut1t2/TLCFSQyc0lJSSgqKooYVzAQiGJMuAxayTNjNBoZD71AdADgREav1+tRV1cny6BH0zTa29uRmprKm+BPURQ+/vhj/OY3v4HZbEZRURGamprQ1NQkiAYRCENDQ9i0aVM08PFDNPDJBS6XC4cPH8bevXvx2WefYcOGDWhqasI555wT0oY7MjICk8mE2tpazsHTu4Qj5cg7kc9KTEyUrRchGRJZtWoVUlJSIsYVDAQi5hxuxRgCiqKYfimZECV0ABLgRkdHmWdRrkGPLeXGF7Ozs7jqqqvw4x//GFu3bsXo6CjeeustdHV14amnnhJxxV8hGvgEIRr45Ai3242PP/4Ye/fuxccff4zGxkZs3rwZ3/zmN/0OG5CpQ6fTKchuxpdYdG5ubsBTPVecDNOlZEjEl3ZpOLmCgSBE11IK0DTNlP1IqTgmJgYOhwMNDQ2yyugJSNBLSkpa5C0XKubn53H11Vfjlltuwfe+9z0RVxgY0cAnCNHAJ3d4PB58+umn2Lt3Lz766CNUVVVh8+bNuPDCCxntQZvNxlgKiZlFiSmizVWNJZIIhUdIuIJ6vR5Op1My/zxvmEwm9Pf3i6JrKQXIAcxoNCI2NhZxcXEMHUAOQRr4ako3ISFBkMSW1WrF1q1bccMNN+Cmm24Sb4EcEA18ghANfCcTKIrCkSNHsHfvXnzwwQcoLy/HRRddhGeffRY/+MEPJD1xChHRFsunTkrMzMygs7OTV7/M23RYKp840rsNl8QXH7AHlpRKJWw2G5MlEyPZSGTJBOygt3r1at6fj81mwzXXXIMtW7bglltuEXmVwRENfIIQDXwnKyiKwrvvvotbbrkFRUVFyM/PR1NTEy6++GKkp6dLem8yBanX62E2m5GSkoLc3FxG7omNubk5tLe3izZqLwVI6dCX+Wmo4MsVDAadTofx8XHZWjMBJ4SY5+bm/Mrh+ZoQVavVYRmoAr7yJIyLixNUGbHb7bjuuutw2WWX4bbbbgt7n/raa6/FRx99BJPJhNzcXOzYsQPf//73w7qGkxzRwHeyor29Hddffz2eeeYZbNiwAW1tbdizZw/eeecdFBQUoKmpCd/5znck0wwlCCSiPT8/zwxgROqEHwwGgwFDQ0Ooq6sTvXTIlSsYDGNjY9Dr9bKlAwBAf38/FhYWOKsUEUUdg8HAeUJUCMQKeg6HA9dffz0uuugi/OQnP5HlcFYUQRENfCcr3nrrLVRUVKCiomLRv5NSzt69e/H2228jOzsbTU1N2LRpU1jKjEQBRKfTwel0orS0FAUFBbIszU1MTDCkaqmzKF9cQS5WUyMjIzCbzbKejOzv74fdbkdVVRWvQOBLMFpML0qaptHd3Y2YmBhBOrVOpxM33XQTvvGNb+DnP/95NOidvIgGvlMZZNBg7969OHDgAJKTk7F582ZceumlUKvVkn1xiRrLmjVrYLFYGEPQQCLa4QahfUSCX+YtEebPVzBY6TDSIG4fZJJYjOeJTIgajUaYzWYkJiYy7w2fwwlN0+jp6YFCoRAkN+dyufD9738f69evx9133x0Neic3ooFvuYCmaQwMDGDfvn148803ER8fz9tdPtA9/KmxEBksg8EQUT4ceR+sVqtsAgrbV1CpVEKtVsNqtcLj8QiipkgJcqgiIgRSBAJ/bupcnxuxgp7b7catt96KyspKPPDAA9Ggd/IjGviWI3y5y2/atAmbN2/GypUreX2xySbj8XiCqrGwRbQ9Hg8TBKUmYhPFGLJGOW5gNpsN7e3tsNlsi7IdOfVIyftI0zQqKirC9j7a7XbmgEB4lGq12ucUrlhr9Hg8+NGPfoTi4mL8+te/luUzE0XIiAa+5Q5vd3mbzcZkgt7u8v5A1FgIGTiUzcHpdDJBkIho5+bmir7REz9Cwt2S4wZGBjBiY2OxZs2aRdqq4eQKBlujGFmUUHh7LhK7KTLRLFbQu+OOO5CTk4NHHnlElpl3FLwQDXx8cf/99+PNN9+EUqmERqPBX/7yFxQUFER6WYLgz12+qanJb+y5QwAAGlhJREFU71CAmGosUoloezweRnmfrx6j1CCHByKf5f16vbVV+foKCoF3YJbL4cFbcg8AEhMTBQ0EURSFn/3sZ0hNTcXvfve7aNA7tRANfHwxOzvLnC6feOIJdHZ2Yvfu3RFelbgg7vL79u2D0WjExRdfjKamJqZMODExgebmZjQ2NoquxuJNCmef6EPZcN1uN1pbW5Gbm4uVK1eKukaxQKyPMjIy/FrisCEVVzAQyLRwfHy8rDPmvr4+zM/PIykpiZkQJQa7XIMgRVG46667oFQq8cQTT0SD3qmHaOATAw8//DBGRkawa9euSC9FMkxNTeGtt95i3OXPOussHDp0CDt37sSll14q6b3JiV6v12N+fh4qlQq5ublBsx0ik1ZYWIi8vDxJ18gXHo+HyZj5KPl7cwXT09MZjzixplWJrmViYqIgtRMpQSZMXS4XczDzppCQnmlOTo5feg1FUbjvvvtgs9mwa9cuSYLeoUOHcMcdd8Dj8eDmm2/G3XffLfo9ogiIaOATgnvvvRcvv/wyMjIycPjwYajV6kgvKSz47LPPcO2116KmpgZjY2O48MILw+Yuz1VE2263o7W1FatWrZLt50Ky0by8PKxYsULw9dhi0RaLhTNXMBDYJVghYs5SgnAJHQ5HQFqF1WpdND1LBoeIWg9FUdixYwdMJhOef/55SWguHo8H5eXleP/997Fy5UqcfvrpePXVV7Fu3TrR7xWFX0QDXyBceOGFmJycXPLvO3fuRFNTE/PfDz/8MOx2O3bs2BHO5UUEn3zyCX784x/j73//O8rLy5e4y3/zm9/E5s2bJXeXB5YSn4kjdmJiItrb21FRUYGsrCxJ18AXLpcLLS0tkmWjXLmCgcDHoDUSIAT6ULiEbKeNJ554Anl5efB4PJidncVLL70kGbfz888/x4MPPoj33nsPwIm9AwB+9atfSXK/KHwiGvjEwPDwML7zne8sC8HY1tZWqNVqn4M8vtzlm5qacOaZZ0pOEici2mNjYzAYDFCpVFixYoVo6h9iwul0oqWlBSUlJdBoNGG5py+uYCA+XKh9x0ihv78fNpuNt2oMcEK27v7778enn36KjIwMbNy4EZdffjm+9rWviX5427t3Lw4dOoTnn38eAPB///d/OHLkiGS+fVH4hN8Hhb/99zJBX18f1qxZA+CEfNjatWsjvKLwoK6uzu/PkpKSsHnzZmzevJlxl//rX/+K7du3i+Yu7w8KhQIKhQJWqxUbNmyAx+OBXq9Hf38/I6IdyoCDVCAl2LKysrA6VSQnJ6OkpAQlJSVMttPR0QGKopggSHiUFEVBq9UiKysLxcXFYVtjqBgYGBAc9GiaxiuvvAK73Y6enh643W68//77ePbZZ5GSkoKamhpR1+wroZBjz3S5IprxBcGVV16Jnp4eKJVKFBcXY/fu3aL0aU5FiOUuHwhmsxl9fX1LzFlpmsbc3BxT8ktKSmL6XuF2OSD2THIqwbIdE5xOJ7KzszE1NQWNRiProDc4OIj5+XlUV1cLCnpPP/00PvvsM7z22mth0ZONljplgWipM4rwwpe7fFNTE84//3zeGp6h+NSRvpfRaOTV9+ILq9UKrVYra3smh8OB5uZm5r+l8hUUCjE0TGmaxnPPPYcPP/wQ+/btC5t+rNvtRnl5OT788EOsWLECp59+Ov7617+iqqoqLPePAkA08EURSbDd5Q8fPozq6uol7vLBQASx+TgsLCwsQK/XSy6iTZzdq6urkZaWJuq1xYLH40Frays0Gg1Wrly5hCsotW0QVwwNDWF2dlZw0Pvzn/+MgwcP4o033gi7Xuw777yDn/70p/B4PNi2bRvuvffesN4/imUW+NxuNz799FPJ+kxS484778SBAwcQHx+P1atX48UXX5Tcby9cYLvLv//++ygvL8fll1+OjRs3+pUvGx4ehsViEcWyRyoR7dnZWXR0dMjak9Dj8aClpQX5+fk+h5a8p2el4ApygRhBDwBefvll7Nu3D2+99ZZg4+EoTkosr8DX39+PW2+9Ff/+97/x0ksv4aqrror0kkLCP/7xD5x//vmIjY3FL3/5SwDAo48+GuFViQ+KonDs2DHs2bMH7733HkpLSxe5y1MUhb1796KyspKz8WkoYItok+GP3NzckDfJ6elpxohXagFuviBcwoKCAk7qO1JwBblgeHgY09PTqKmpEfR5v/LKK3j11Vdx4MAB2R5EopAcyyvwzc3NIS4uDueeey4effRRnHfeeaAoilF5OJmkiV5//XXs3bsXr7zySqSXIinIWD1xl8/Pz4fT6URGRgb+8pe/SP6ZsUW03W43ox8abNO0WCzo7e1dMmwjJ7jdbrS0tGDlypW8uIRicAW5YGRkBFNTU4KD3muvvYYXX3wRBw8e9OnoEMWywfIKfABw5MgR3HbbbTh27JjPn9M0LatGvj9ceuml2Lp1K773ve9Feilhg9PpxBVXXAGr1Yq5uTlkZ2dj8+bNYXOX9xbRJjQAbxFtk8mE/v5+1NfXy8J01xcIgb6oqAi5ubmiXJPtncdWRhES+EdGRphytpCgt3//fjz77LN4++23ZTtcFEXYsPx4fO+++y4aGxsBnPiidnR0YM+ePbj00ktxzjnnMBvYF198geeeew61tbW49dZbw7aBcVGL2blzJ2JjY/Hd7343LGuSA+x2O7Zs2YLzzz8f27dvX+Quv2XLlrC4y8fFxaGgoAAFBQWMiPbg4OAiEW2bzYaRkRE0NDSEZTyeD0jQKy4uFpVAn5KSgpSUFIYraDAY/HIFuWB0dFSUoHfgwAE888wzOHjw4EkX9Giaxtlnn417770X3/72twGcyFz//Oc/49ChQxFe3amHUy7joygKDocDF198Me6++258+9vfxh133IEVK1aguLgYL7/8Mk477TTs2LEDDocDOp0Ou3fvxgsvvIBXXnkFGzduZK4TyZLoSy+9hN27d+PDDz+Ubd9ICng8Hvzzn//E+eefv+Rn3u7ycXFxuOyyy0R1lw+2NrPZjKGhIczPzyM/Px/5+fmyowEAJ4Jec3MzSktLw6Zh6s0V5OIrODo6CpPJhLq6OkHft3fffRePPfYYDh48GFbBADHR3t6Oq6++Gs3NzfB4PKivr8ehQ4dkq516EmB5lToHBwdx+eWX49ixY3C73SgqKkJhYSF++tOf4rTTTsNDDz2E++67b5EiyyeffIJt27Zh7dq1sNvteOutt/CXv/wFF198Ma655pqwSU4BJ1Tdt2/fjn/+85+yFV6ONKRwl+cCIpVWU1PDuCXIiQYAfCWVFs6g5w1fdlNqtXrRIWFsbAxGo1HwtO7777+PnTt34uDBgyf99+Wuu+5CSkoKrFYr0tLScP/990d6SSczlkfg6+7uxh//+EeYzWakpqbixRdfxHvvvYdf/epX2LdvHx577DF8+eWXGBkZwejoKDOd9vOf/xwrV67EzTffjLS0NExNTWFiYgKdnZ34xz/+genpaTzzzDNh+1KVlZXB4XAwJ9czzjjjlPMAFBO+3OU3bdqEpqYmlJaWihYE/dEq/Iloq1SqsAdBp9OJ5ubmsEulBYIvrqBCocD8/Dzq6+sFBb3Dhw/j//3/9u49pqnzjQP4t3KZmR0SjJB5JxoUhVlkoMtw05GKriiYguimEkCHOgzO0G1KvG1jBBUvy9wM7KqZmwF006qgIorGGYWBxBQZzIEVasHKpRSR3n5/LD0/rKBgL6dwns9foqF9Sizfnve87/Ns24ZTp05Z7R4mmzQaDWbMmAFXV1eUlJQ47L3jAYIbwadWq5GdnY3c3FyUlZUxDWEvXLjwxK5IhULBbOm+f/8+JBIJ3nvvPWZt3VxgYCDS0tIwf/58278IYhHz6fItLS0QiUTPnC7fF3fu3GFaZz0rzExNtJVKJZqbm/HKK6/A09PTLk20Hz9+jPLycocKPXMGgwHV1dVQKpVwdnZ+4kNCf38+xcXF2Lx5M06dOmX1Acls2rp1K/h8Pj7++GO2SxnouBF83SmVSty9excCgQDx8fHo6urC+++/j0mTJmHSpElwcXEBj8dDTk4OCgsLkZycDF9fXwBP7vhUqVQIDQ1FXl4erbUPQM+bLv88psGnphlw/bmCMw1IVSqVUKlUNm2i3dnZifLycvj4+MDDw8Oqj21NDQ0NuH//PnNPz3RW0PTz6etZwatXr0IikUAqlQ663rnbt28Hn89HSkoK26UMdL2+wQfOgbZ+8vLyQlBQEFxcXHDgwAGEhYXhu+++Q25uLpydnaFWqwEANTU1CAwMZEay6HQ65hdiYWEhJBIJ/Pz8OBF6OTk5zEHxkpIStsuxihEjRiAhIQGnT5/G2bNnMWnSJHz++eeYPXs2PvvsM1RUVMBgMPT4vUajkenk/yIH6Hk8HoYPHw4fHx/MmjULEyZMgFqtxo0bN3Dz5k0oFApotVqLX6Mp9CZPnuzwoWdqO+fk5AQejwd3d3fm5+Pt7Q2NRoPS0lKUlZWhoaEBXV1dTz3O9evXkZKSgj/++MMuoTcY3xdcN2iv+Hqj0+ng7OyM06dPY9myZdDr9YiNjcXu3buZjh0dHR1Ys2YNGhoaEBcXB7FYjKFDh7K+09PWKisrMWTIECQmJmL37t14/fXX2S7JZtra2iCVSpGXl4eamhoIhcInpsvrdDomKC1ZIu2J0WiERqOBUql84kC4p6dnv/uQmiZBTJkyxaHb2ikUCjQ0NPT5nl73KepOTk6orq7GzJkz8fDhQyQlJeH333+329Bce78v6IrPari31NkXGo0GUqkU33zzDQIDA7Fnzx4cPnwYmZmZSEhIwPr169kukRVz5swZ9MHXnfl0+bfffhu3bt2Cv78/0tPTbX5UwfyXvJeXF0aOHPncjQ2m0PP19XXoc2v9DT1znZ2d+Pbbb5GTk4N79+4hISEBH3zwgd1XYbj2vhgEuLfU2RfDhg1DTEwMLl26hMzMTHR2dqKiogJ1dXW4fPkyDh06hNbWVrbLJDbG5/MRHR2No0ePori4GDdu3MDjx49RVFQEiUSCK1euQK/X2+z5hw0bBm9vbwQHB2Pq1KnQ6/WoqKhASUkJ7t69i87Ozqe+p6OjAzdv3nTo8UfAf5vH6uvrmeXNFzF06FAIhUIYDAacPHkSkydPRnJyMoKDgyGTyaxcMeECTl/x9Uav1yM/Px/ff/89wsLCsGrVKtYneltLXzrGcPWTbUdHB6KioiASifDhhx8y0+VzcnJQUlJi8+ny5kwT1M2baJsmpzvy+CPgvw1mcrkcAoHAop+XTCZDXFwcjh49iqlTpzJ/39bWBldXV6v0SKX3xaBES52k77j6BlepVCgqKupxmof5dPng4GBERkZadbr8s5iaaCsUCrS1tWH06NEYO3asw04eMO2qDggIsCj0qqqqsHLlShw5cgT+/v5WrLD/uPq+GMC416uTkP4aMWJEryOsXFxcMG/ePMybN4+ZLp+Tk4PNmzdbZbr887i6usLd3R1yuRyBgYHo6OhAdXX1M5tos8VaoVdTU4PY2FgcPnyY9dAjgwtd8RHG8ePHsX79ejQ1NcHd3R0CgQAFBQVsl+XQrDFdvi/UajVu3br11KBbU2swpVKJR48eMU203dzcWAnBxsZG1NXVQSAQ9HuHane1tbVYunQpfvjhB9avsOh9MWDRUichtmYwGHD9+nXk5OT0ebp8X/QWeuZMTbSVSiXa29vh4eEBLy8vuzXRbmxsRG1tLQICAiwKvbt37yImJgZZWVmYOXOmFSskHEPBR4g99TRdftGiRViwYAHc3Nz6/DhtbW2QyWT9nu5uMBigUqns1kS7qakJ//77r8WhV19fj+joaHz99dcICQmxYoWEgyj4iGPKz89HcnIy9Ho9Vq1ahU8//ZTtkqzOfLr8qFGjEBERAZFI9MxD562traisrMT06dMtWjY1NdFWKpVobW21ehNta4WeQqFAVFQU9u7dizlz5lhcF+E8Cj7iePR6PXx8fHDu3DmMGTMGQUFB+PXXX5/Ysj7YGI1GyGQy5ObmQiqVwsPDo8fp8gqFAnV1dRaHXk/Pb95E28vL64WaRAP/TaG/c+eOxaGnVCohFouxa9cuhIaGvvDjENINBR9xPH/++Se2b9/ObBRIT08HAGzatInNsuzGaDTi77//ZkLw5ZdfRkREBNzd3bFr1y4UFRXZdAix0Wh8qkl0f5pom0JPIBBYdKSjqakJYrEYaWlpCAsLe+HHIcQMdW4hjqe+vh5jx45lvh4zZgzq6+tZrMi+eDweJk+ejNTUVFy9ehVZWVmQyWTYuHEjPD09cejQISgUCjznw6lFz9+9SXRPTbR1Ol2P36tSqfDPP/9YHHoqlQpRUVHYsWMHhR6xGzrHR1jT0y90RziHxgYej4e6ujqUlpaioqICOp0OeXl5iIuLg8FgwMKFC206XZ7H48HNzQ1ubm6YOHEi00S7tLQUrq6uTP9QFxcXqFQq1NTUICAgwKLQa25uRlRUFFJTUyESiaz4agh5Ngo+wpoxY8ZALpczX9+7dw+jRo1isSL2GI1G/Pbbb5BKpcwk8Y8++ggbNmxgpsuvXbvWZtPlu+PxeODz+eDz+UwINjY2oqysDEajEV1dXRaHXmtrK6KjoyGRSBAZGWnF6gl5PrrHR1ij0+ng4+ODwsJCjB49GkFBQThy5AimTZvGdmkOyVbT5fvq4cOHqKqqgqenJx4+fAgej8eMU+pPv0y1Wg2xWIykpCQsXbrUhhUTjqPNLcQxnT59Ghs2bIBer0d8fDxSU1PZLmnA6D5dvrGxEQsWLOjXdPn+aG5uRlVVFQICApi2bL010X7WLtT29nZER0dj1apVWLFihVVr7IlEIsHJkyfh6uqKiRMn4scff3TouYXEqij4CBnMmpubceLECRw7dgxyuRxCoRCLFy+Gn5+fxWf1ego9c6Ym2o2NjdDpdEz/0O6dZjo6OrBkyRKsWLECcXFxFtXUV2fPnsU777wDZ2dnfPLJJwCAjIwMuzw3YR0FHyFc0dN0+YiICAQEBPQ7BFtaWnD79m0IBII+L2dqtVo0NTUxzaqLi4uxePFi7Ny5E0uWLMHq1atZ2cR0/Phx5Obm4pdffrH7cxNWUPAR0l18fDykUik8PT1x69YttsuxGfPp8nPnzkVkZCSCgoKeG4IvEnrmWltbceTIEfz0009oaWnB8uXLERUVhRkzZtg9/BYuXIiYmBgsX77crs9LWEPBR0h3xcXF4PP5WLly5aAOvu4ePXqEgoIC5Obm4ubNm5g9ezYiIyPxxhtvPHVg3RqhB/y3BLpixQqEhoZi9erVKCgoQF5eHlpbWyGVSi19SQD6NkQ2LS0NJSUlOHbsGGePzHAQBR8h5mpraxEeHs6Z4OvuWdPlr1y5goKCAmzdutWidmlarRaxsbF48803kZKS8kTgGI1GuwXQzz//jIMHD6KwsNCmnXCIw6FBtISQ/3vppZcgEokgEomemC6/fv16dHV1YcuWLS/Uu9NEq9UiISEBwcHBT4UeYL9GBfn5+cjIyMClS5co9AiDWpYRwnGm6fJr1qwBn89Heno6/vrrL4SEhCAxMRFnzpzB48eP+/x4Op0OiYmJ8PPzw6ZNm1hdWkxKSoJarYZQKIRAIMCaNWtYq4U4DlrqJDYhl8vx1ltvobS0FB4eHmhubsaMGTNw8eJFjB8/nu3yAHB7qdOcXC7HokWLcOzYMXh7ewPoebp8REQEhEJhr0uger0e69atw7hx4/DFF1/Q/TTCJrrHR+xv586dqKmpQVZWFhITEzFhwgSHmrxAwfd/RqMRDx48wMiRI3v8996mywuFQvD5fAD/hV5ycjJGjBiBjIwMmwy8JaQfKPiI/Wm1WgQGBiI+Ph7Z2dkoKyuzqL+jNS1btgwXL17EgwcP4OXlhR07diAhIYHtsgYE8+nyEyZMwKJFi3D58mUMHz4ce/bsodAjjoCCj7CjoKAA8+fPx9mzZyEUCtkuh1iZabp8VlYWKisrcf78eQo94ihoHh9hx5kzZ/Dqq6/ScuIgNWTIEEyfPh0HDhzAhQsXKPTIgED/S4nNlJeX49y5c7h27Rr27t0LhULBdkmEEELBR2zDaDRi7dq12LdvH8aNGweJRIKUlBS2y3IIcrkcc+fOha+vL6ZNm4b9+/ezXRIhnELBR2wiOzsb48aNY+7rrVu3Drdv38alS5dYrox9zs7OyMzMRGVlJa5du4YDBw5AJpOxXRYhnEGbWwhhWUREBJKSkmjzDyHWRZtbCHFEtbW1KCsrw8yZM9kuhRDOoOAjhCXt7e0Qi8XYt28f3Nzc2C7H4WzZsgWvvfYaBAIB5s2bh4aGBrZLIoMELXUSwgKtVovw8HCEhYVh48aNbJfjkNra2pgPBF999RVkMhkOHjzIclVkAKGlTkIchdFoREJCAnx9fSn0nqH7VbBGo6G+n8Rq6IqPEDu7cuUKZs+eDX9/f+bA95dffol3332X5cocT2pqKg4dOoThw4ejqKio116ihPSAWpYRQhxPX6anA0B6ejo6OzuxY8cOe5ZHBjYKPkLIwFVXVweRSESt70h/0D0+QgjQ2dmJ4OBgTJ8+HdOmTcO2bdvYLqlX1dXVzJ9PnDiBKVOmsFgNGUzoio8QDjEajdBoNODz+dBqtQgJCcH+/fsxa9Ystkt7ilgsRlVVFYYMGYLx48fj4MGDGD16NNtlkYGj1ys+Z3tWQQhhF4/HYwbHarVaaLVah90tmZeXx3YJZJCipU5COEav10MgEMDT0xNCoZC6xhDOoeAjhGOcnJxQXl6Oe/fu4fr167RhhHAOBR8hHOXu7o45c+YgPz+f7VIIsSsKPkI4pKmpCS0tLQCAR48e4fz587RbknAObW4hhEMUCgViY2Oh1+thMBiwZMkShIeHs10WIXZFxxkIIYQMRnSAnRBCCAEo+AghhHAMBR8hhBBOoeAjhBDCKRR8hBBCOOV5xxkcs4kfIYQQ8oLoio8QQginUPARQgjhFAo+QgghnELBRwghhFMo+AghhHAKBR8hhBBO+R+wYzFUMMWRtwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#三维绘图\n",
    "#创建一个三维的绘图工程\n",
    "fig = plt.figure(figsize = (6,6))\n",
    "ax = Axes3D(fig)\n",
    "ax.plot(x3_plot, y3_plot, z3_plot, c=\"red\")\n",
    "ax.plot(x2_plot, y2_plot, z2_plot, c=\"blue\")\n",
    "ax.plot(x1_plot, y1_plot, z1_plot,'o', ms=20, c ='yellow')#ms表示绘制点线尺寸，c表示绘制颜色，'o'表示绘点\n",
    "ax.set_xlim(-lim_const, lim_const)#设置横坐标\n",
    "ax.set_ylim(-lim_const, lim_const)#设置纵坐标\n",
    "ax.set_zlabel('Z') #坐标轴\n",
    "ax.set_ylabel('Y')\n",
    "ax.set_xlabel('X')\n",
    "\n",
    "plt.show()#显示图片\n",
    "# plt.savefig('3body3D.png',format = 'png', dpi = 300)\n",
    "# # plt.close()#保存图片"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "t:   2%|▏         | 3/200 [00:00<00:08, 22.54it/s, now=None]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video __temp__.mp4.\n",
      "Moviepy - Writing video __temp__.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "                                                              "
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready __temp__.mp4\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div align=middle><video loop='1' 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controls>Sorry, seems like your browser doesn't support HTML5 audio/video</video></div>"
      ],
      "text/plain": [
       "<moviepy.video.io.html_tools.HTML2 object>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#绘2d动图#$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$\n",
    "# 使用MATPLOTLIB画一个图\n",
    "duration = 10 #总共的时间\n",
    "speed = 1.0#播放速率       \n",
    "fig_mpl, ax = plt.subplots(1, figsize=(6,6),facecolor='white')#figsize代表横纵比\n",
    "\n",
    "\n",
    "# 使用MOVIEPY让图动起来(根据时间t来更新图). 保存为GIF等.\n",
    "def make_frame_mpl(t):\n",
    "    tNorm = t/duration      #0 --> 1\n",
    "    index = int(number*(t/duration))  #0 --> number\n",
    "    \n",
    "    \n",
    "    ax.clear()\n",
    "    ax.set_xlim(-lim_const, lim_const)#设置横坐标\n",
    "    ax.set_ylim(-lim_const, lim_const)#设置纵坐标\n",
    "    ax.set_ylabel('Y')\n",
    "    ax.set_xlabel('X')\n",
    "\n",
    "    ax.plot(x2_plot[index:(index + 1)], y2_plot[index:(index + 1)], 'o', ms=10, c ='blue') #ms表示绘制点线尺寸，c表示绘制颜色，'o'表示绘点\n",
    "    ax.plot(x3_plot[index:(index + 1)], y3_plot[index:(index + 1)], 'o', ms=5, c ='red')\n",
    "    ax.plot(x1_plot[index:(index + 1)], y1_plot[index:(index + 1)], 'o', ms=20, c ='yellow')\n",
    "    ax.plot(x2_plot[0:index], y2_plot[0:index], ms=0.2, c ='blue')\n",
    "    ax.plot(x3_plot[0:index], y3_plot[0:index], ms=0.2, c ='red')\n",
    "    ax.plot(x1_plot[0:index], y1_plot[0:index], ms=0.2, c ='yellow')\n",
    "\n",
    "    ax.set_title(\"t = \" + str(round(t,1)) + \"x %e\" % (tb/duration) + \"s\")#设置标题,round为近似函数\n",
    "    return mplfig_to_npimage(fig_mpl) # RGB image of the figure\n",
    "\n",
    "animation =mpy.VideoClip(make_frame_mpl, duration=duration) #duration表示所制作视频正常速度播放的时间\n",
    "# animation.speedx(speed).write_videofile(\"3body2D.mp4\", fps=30) #输出mp4, speedx表示播放速度(1.0为正常速度), fps每秒帧数\n",
    "animation.speedx(speed).ipython_display(fps=20, loop=1, autoplay=1) #用于在Jupyter上输出，也可本地输出mp4,speedx表示播放速度(1.0为正常速度), fps每秒帧数,loop表示是否循环播放(1或者0)，autoplay表示是否自动播放(1或者0)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "t:   2%|▏         | 4/250 [00:00<00:08, 27.91it/s, now=None]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video __temp__.mp4.\n",
      "Moviepy - Writing video __temp__.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "                                                              "
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready __temp__.mp4\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r"
     ]
    },
    {
     "data": {
      "text/html": [
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IOk22uvzFJJ/i8j3s4+cu1v47OtImUPFH6lE7OFz1dP3LMwLa3XE+KyUcCtcTdsopWOh5r2whx3PGY8YX1RZeWdEcMh42Bnx5pc2Rz0QZ7w0DN/BPAAAAeNQZrAJoC5xfPFO8aXwlmNSvViygrwnlGpB0dL1oH/j8s57wTv4aNPLsHSVYCfE8+pR3hX5ZzmYsEwn//+Ee54R8ZmJpfzX4RnNlPTgeczahM8HP8R7lHrL/NDcHi2p/CNjjAZ9xmQzPh5BoUL80wGJ5i/i5p01+V5QKOFkuKxgqjPbvE+uE5h8M4I7nl+PzmV7Rx7MDJR0we8s0tfxdLPMoCz8sgAmB7rxNC+aYYcBLr6+bwj8JeEruS4bVZADfbj/EdOtpkDl18s684598emfxXls5bf4yvMXKveBz1OvnXnZYXQtcXMDs+5aEAS4iGEDP5wbDkBheE7s2VYv/iZjiLZvpzKfhLkfhDnbP8kPReJoTeeWOERySryrv4jI2cGHFa7jzH+EfCL2SYHJ5D++/kkDwZXU6fhHxuaoiwyA7hLjXl6LuvxcOwcF+0x21wnz0nwMQM/5b3FKRub8I55nVVZxUan2s5fx85ogD5bONUKhTseJvnCgwmNQmPx/DkGanH+2acA/hHbtzy3OBvywJN/8X+cDeIlHw4gxfdRhfuwWD0An/JMD4TODeH8kNoLk8DcTx+5k2iWez3z74QtnXmSa5rdYWLMNwNn/F29zqfhqDZ+XIHmn/wn1nB+G4NWwa8I9EXjIr0EAm0A6d0/YvExoHxpRNEUg3sa2m+EbaiJ5B2caLE2qliX/iMRwNv0Px14vYuYntOutcXD6DXOBnc4p+LyxNRLuubYYdgD8uiMSaFvckzgoM9GK4rTkjK6vicN26sE5Vp4+Jj5m1FsUhUPUtWC54TwyvP+cXIFPCEj+kcerw9Lz/4zKHxqY62MzBt4bkU4ZhLR0v/8XSQ0VFBZ/1i/jKS7xwGcz2N62nHKvQvhfHA3HDmRO9/wm0U34YwANdLm1tf9+1Gun8AR3ZtvM2avdJUwsEjwqh7hXiTLtCrz5q8xry3PPa81ZwSG5fLx0i5QquUuGuBTLjq5+I8tCr5DR0fisq0kDnFi2r+WngXX/CNyCsrOG4KM4vjzyfL3I+8PfeTafkhBh5x8TzazpfF5BYp9xcw81/FTANOvz/DVw1x0wFKHdeHlifMGcNy2Xlnb/COG18K6QT/23F+0cDeHanalWn9Gl8/IBil36/BF4Z8f4X7AbKezl5in7xSjpqfam4f/NKfJJDeS8JQSvPxDYHfMWXx2SANeHdN1h6E80p4nsCLLhnvP8Zw5Br2ks5sy+XdlzrhGi8hwDM+Dlucfb8OwfnxFrvR40D1/E0Fe4vnAmH4fK8fFcRh6/l6mb+EeOiVpmB5APp0Hy/5udMwX8T5HyKg9j38IQTfnDQO/DCRaGQ5RY5dif4qckEHAvF5PYIOSv3jsewG8gMHyt0EOFQQEfmmsyOUP+M0ZmcoLWnYYh413juAwdix79RfIWIC/H8qpgbeBu7JckvGbMwNqSkuCF8ZwywnMJ+w0cL/hCnuSoCQr8+TR1JBoe8laMO+EKPMLmBPSNMxfh9ufk4ed24GLhHToT1weG5t55QGXm2GF9HjpB+fYf+H4u/sGwaSL9U/eyg4WawIX7vcXwjwneVlCph4wb9IzHPj6KcKszbPOTPEhFgP8ZWh6dbyrgGceOvezXreqWfzTgaUHfEcbAxcNB6XDuw2GL8Zvy6v8t8o6PEPKBpQ78fKDA/BYSiu8JMRnLQPmvwjw4g0jQdnB6udz8RlA4ZlNYCP9zm6X/Fy1KqKDsofLf4yQFnFize9ozuvyhQam9Pb2vwjtPnm98gxMHWA9XCo4P9/m8sfGSNnEiRQ2mg9gXylw/A638wX8IeRMpw3aC+GOr9d1GrnFcfvOjTAJ3/9nb5YmFCsv/jPmLtpoqPILuNv3YJo2Fqffx0mmA0X4yG7MKFC/ju0fKeznx8Ppga6X4QmAI+HKL4J/r/yHv//FygM4v5w6Oln4v4JvL2PdNn5Zoj4Gf+PmKPJa4K/4zxC/46YFzi5Qk3YDSDrBZ5/8vh28nwnp9wcBoJDlLDu/4jPPHph7sxXwjKm8fwn2fvAYIX52toi/6/33lXd/Lhq4P4Tow7zKVbPILhqT7ywS/ZbVaZHFgHFcXn3HHzsX+4a847/JvD8Oa8J5wW4D4YlBLAKv8TrQXA+i6Ol3EGo0v4Qtw51W6ubYWG4NofLhb4nYucB5QoUflH/JBJ/a8kfCEwcDb5pfus8s5fwjaIjDMGVeTIuQbctWpFEwPbXjpQakzu/SkD3OBiI/CWU6U40DB6W6wg91d758dIHyLPCzAfHytD2YtRqHpSmP8RTyq6gWHD4qNH4qQHhmDvzfj4kN3C0Lfx2M4Gjfoem3+O/xGUPB+VzaOrg1UuMR/jNq8a7dTCKhkwiwiwiMsmT8oMU4njOa+QHkDUIe0v8pNvxnIFjGTge0ezF4Yhza2Y/+TCXVbSw83ughv//yyuMp33Iumn0fxEhQyZFbihZj0v/HfDHiFGAfh+jbAL+TmAxSvic4CdwuUVzHzAfwh37AqYL1HB1+6+bGAeiG/y0Ev20K/xEm+dFP/cMpM/j+K8I+LZav+I6O/W8AShkru+ThL5Gly8RcOQapJFuKrkx1on4PoAAAB9NBmuAqgLvCNnmA8dnSm4sfE/+MlfqO0u+muH+EzzsZT/mylDCrDvhHyxzyMDKR5X5Zh9lh9fY8XCF1f+6Bj5IpeL51YfTPtqGcQEuXl0hzxHGyIwuQXJX+bD8nill5+XBbXwnw5Ffcu3rhCXyT5xJI4F0kvxlWAzDy6v0kii3SpeE5B8wG5464ysyHmlOgDMrX8xY8vxcxMOwalqrzb74asv80O2yUy4ovLaFglevhi+4LXNCdwRQ0JY0D55ZQNQwZTEc3DO7fzSQOV/LPCy+aNAFELxuC8H4/PZxmu0HSM05WfCPd42WQahptgRvByckNw864M/+bqf+TlAQI9m/r4zKvS7nlnA0yBosQv/NymzlPCGxnRUZ27woOhq8OQaHxFhkFJmt1x/+JsBs2N2N2P3hHhv8qgV+KnBe5gex0Qfi/X4m5mkgx9Z24HxHEcwq/aa8TIgtWsjDxQk9T4+mofh4NoAmB5AL+G8F+O41d7yh3DCWu5N7fNucXU+8Zl3t81Sl5AuiXrL5lCvwfv4QnXsFGjr/eVR80oq/5pC7Gpwn4y000Xljt2mqt+dY1fHXfMPoIIx8CT9/T/xFuyOMBMJOM6/hPbj8yQUOF/ybysebksxdcTMgdOxux2MVxWVmHovtEL0O/f/xNhmZcUeDLCTjHt+72ZB+5XhmVmVAuJPkyymBvkhyDV2JNf8T4OUOfSh8ga/JyF18J+H3KLM4U/Fw2g3Lh/nAIJtXFh3wjKx6a0/MHLUhfy86FJd+Mh7XGS+TrJ5fM0hXl5xZ7/eUflDfuYB3Y1zThYoJCfbltxPH8MQJjAGGIHoj1X+b+J3vcoVaBPNyFSs+Myd2/BN8b/8sTL+9f4vuEX6mAednxFDP0Npa0RZo35OHM//D3OEzTpJzt6wRflzsd/jZ2/DsBHcAbTZJvyDLu772y3AISzhqbque2/9j///7ufUzVDUIpQ1AIz3dVqvmJwTaoAj16PTeL5wF1gPwfcod+EofgzbFvkAQdQa7xFX5Ruf+8kTg1we8TzXh6K4eu8h6RbxMh9jsdjHz1R+4ZpNp+CsTxXhLy/YwUq/j+wCkRmmhkz/jIs/eevuiX8dl6bfk2kgXJIC2/xXnpTh5BpfGUOootdEcFL+ZPe1XXwsMw368t460MZy8OXL2P5gaP6fj+co2HYM9uAPHQMr8E8bEg3kJvop+EN6Z5kDxnzuAxAzfwjopvSkH0toCIFfEyWcF/MLr47JHwJv68s/lXXFygINoaJ8cmw7fosM++EPLGp38oYlC/4mwH0djY2NWPxEouQB1aaeJ5Mdp/GfLUJePpO/zrWXDUEp8Xkqiv+PA7h/3+ItJ4bZr/x2TzgGQEmF6jBfHgw/itUL+nvkI94WCfv6/8dStyQQ11+7NBRSrxPkXx+rfzH/CHm0oPTaWyB4od/H42VXRbh0ecL598XTxnAx6f4QyBIgP8CN+M5/wk9zrwyeEr5gtOBCAWP8VHwM2gXupjyWueJwxBl6wJ9/yv0DvxnJaWQuUKIHH4lZyea8fNKvCVjORnD9mP+EMP4ImDeEjj/ltN51/yY3v+9I7LuAorj5F6kta9ShvTjQZWBfxdq58em/+MhqDeNBj5MLjk/hX5BGErx6MD+PxPhxBRPUX4S/rwnCNxq18+dMO7vD65W4l4zlFyd9oaBIZzZDQU8H5pFs5Px08zDtMJO9WgPvCXgy330Go/hDdmBaCDgTZROLDsGS/CNwPeAsM439kHYMG/hCphaBQeIgQsnhScu1+OzBc4opntDkeQKx9/NKAhrL+Mscw+GYv96BJeX//Aie15qRF84r4+8VLSEPGWG1lyjuZT8duYDZGTBUeAKzlzBIwE13Cbj5f4ri8PrpFNBmmD5A60B/hLTuc/v4iRerSetsC7PxeE7jmj5K/jM4VpI0uEwEMURCHSyBQgXcc8RS//DS/qZzTOHZPfiuGIGurHSKcFMA3j/HgqvC4eQZP8wdMS/COyjXOWmKblI+EoYzNtC8oaO7+E5gBxsH59mmEHHvyCm4D8dybMBTPKKd9FomAaKLx9zAbmF7yB6HYavxn5h0bAjKFtioxl4V7nQIM//jsoMDMHXadUyk6DgX7EK7/zQl47+7gz8XMBA5EL/LOL5cOy9lpT3KfYB/xFGcvSCDjVlJL3t+SNtWFGgd454+2JXZgq93Yd8ULqBVfxncXMfoYYl5tD7Qc0psmsOi1/HTu1Yego/pTvIBfCGGBHr6jfXJvB5rw5EZ2E/mzj84h8IwzLL8dA1IO2gecUd1/CMtvUJNuk1Sigk8NffCflB5R8wpH3JR/xM8iMqwqG77HoAq4RkKphJ9rw+2XSX69oRCVY4V1xEM7tXzW8BU0Nh14IiuE8heasw6HYMv8ZaeFZgIMEnatCbzF7iT7cA2f/fhmLzeE4YlJsOYegz38tIvq8i/mgJ3rWK3s3yiS4ShrA3+HkVT+MkCwcg0hAtzIqiH8Q/+E84sOhrXi2bCHO5/whzmTh3YL84LpmCUfjNTy0eiyte91gDIKFHXA1Mu4/ETFLwaYJua0vuuI8bEeGLuv952zvWf8I7dsfc/27YQ4zP/P4IfF+rQe/+fsWu5rwbD08PjeNeK5T5xMPxfS+uWGIIqpoXSs+riuGof4b+ZN0thYBB7r9/2LlBnuHIu+7B8fBPAAABzZBmwAugLnF8pcwLbHo//fbHCH7nHnKW/CNXzilVDr+4Q7ri7eWSW4V4Rw1B/L1iBtnc5Z4Xzre+VEQN/j6EqEuRKVEULZmfl2lrjN7q7q77r+M7unTV3zXNVyapFCnknTaOj/FTY8bbLGTNaCvCPG/tHjp0MMN08caCAz8XechM41LzLO+aQqYPzLieXbCZhmn4nnCqkDWYHlC3ud5AcY+0HeXNYyDxgfiO5SiI5Tfx2tXBuxMovUbm3fwjznjnHvXL/i5w8cayljF/whe+ogyHui7GPgZ/ipRe/D0Gy/H4Yvn2F9K3K/3TkEn8RzH2zy/wjdiapEnkNIEiH3ahr5KqvwjnCx0Xlc0YN2o2l3hJsLgIuWcSpT8nKcLPxFw+jYBk8FOWuA0D8TOH53uzMDfeUOEehi43i8pesOw2L+O5QK5kJB7G0hF0v+M3R3fOB7MPpOaqZH/koUyMLQNPLhvn/hDaG6GHc4Zv8njh9nPwlVA/MQfZDIfvdAZp/ugpzz+8ibrAN/CNyPfhlnzpoGNlbQwY/iqqqqpQK0HeJp7lQsymiHA3JL8HlmZlGH4nCfDj/hyW364idy5qGpiOM1mNszg6ZlDUYE/XfxmZ+Pl1HwwhmK9Q/aikDVoS/4/dxdgXCDgQVC6j5dZR3whpOyfh2C4nAR3fxkpoPQ6k5TswKfZK9ZtMEvCO2YfeAygwg+8JTsZlvx8umEKVBM3D6FfKhyKa4m94Yc3n4no5GZCpjv4mYfOPfHWjydyi/jNDIScHcPwrCs6tyLNG0Nxv+Eb7mXdMgC2gmX+Ea7oZYlHjt7Q5K+Kyfx9r+WUNsZkNGua0NNbAGI4rQ4fvf0mbv7/PDxn8y7G+mZdwTkBwRYHwzv/x9WiFcPr+aVFXzLBsGMh/tcdGghnw6BLyX28p3wjx8OzipQEeb30zL+Iy2vVMH/k3O78bHXv+f4AEmbQkiuqMrW/r7N2aZ3d/u+W55s2Z8/BAwEXn11VqLwTylCQd5i4jQ/fHpy4HeTDsX+aheEu5zUi1F4q9yLmFFYjP+L473gcOZ08G+Mw7fJ/eXOO6Th5aWK0Mq7nEhspHD+L4y/NHh3mK8IzC46B7sBv4umZTI13/hHlF0R3GAtDf/+JzDZTypo7kBfkh1BgtaKnH4nOEyjlytKGWg3xecnIS44Hrw/+GopSuifIej8d5zLdf80nS/CUzKoShuH9+l4uWT7zh6uXKH7+P6RDLmW7mHXYG/Fw4/fIfOuUKVeSriGAbdcTD0qNL5ho4OFcdnTVxSEHBq/8PQV/j7l8y5lsYD80BLH28//GTCzAdC+T7Js68Ez69cWu8dw0k4cvCLg/BLtzvnC5n+M9z5ok+YGqM6c1lCHXCVDlkG4NjWa/CU6vHmjIBTC37x6/GSAnktLlC/D8FFrnN+PmjUPtge3CLgQl2Cn4rNPlkGZfpgF8VDGfebJ5BLxfGxdZg2WzS/FyA0wSOP5R0cA1Iz+E7DzPzmjGvLw0gVP4nmOqwbBnBJm47XFcI2STVMYE12hmUKB3qfFylm9MdDjsBnx8lVjN9gXshL4bu58VhxBRGWRDIU+aGksj/iKytIBpxwYmfwhHih/OHw8gz2H5Q0xkD3kjhTcP7+EKqauuUFw/bf80bDt/wjHtHgrDqKEctOLFjcF5QAPj8863heFppKHgGOyD7gN4nqcSmBrJx/whyA1uZP8lPCXc0p1kqPx0fDG4ulX8NeWE6p7ayyxnGZlhwMiSDEPBq8C5EufpJe2+2VwP3+Ec6yLMDbAg3BLNo0YV8IzBeI89JJa3VRB1AOAStnFf4jkREAk4oZz0fklH7/HZ+uceIFTgd4WJgZgUil06DD+ELY81MxowG5F/COcODczz00s+jn4Tu8DZYkAv4nZEKxRyjps8Jx0ou5A9OBjt8XlvkAt/GTB2+GZU7BLIRGXWaPh+DeeEcgOmDxAJ3nA5R78J2EY+q64Th7eLgnnfNEgdeAfF5AeUXSxPO2MXxE7lbHo5Yv/EXC3DkEV2i7Lx8bfnlLyCs8CgR4Vv4yQOFE9s4NwEYDDYo/fjgq/d5/iaa8P3MBKs/LpBuTh+Oyg8wvpSB5JKl8s4HR/j7Zxuk4DOC/qUC/jO0lZlBaO6oYh5FJoBfHZziamY8ZYEtp0gepILyYCrwdngJ7PRIq7/4+g6K/wxj3j7vaGvCU4eh2Hy6oP//CMematq1atWvCHhD2mc1wxRakEvXcv4jSwS0PQNPe9xPGZtkA2GEEUpAJGwIWAf8Ug14Qvc4itgHtYFyM4HvF/k5RYurjPN63vIFasAuTjNSZjvhyDztHaaaemmn47joC+GrmdgYNp8geinwjWcmUUUdDJYF8fP7lfhGUFto/cgXMH7gP8JSgq84Cnl82cyTNcmGpZNSLTx9cA1uBV73viOO5PDi+7wlIPkM5g+Gc+cvLCTzQ0A98IWRLnEkDgNVQNA1UH8AAABD0GbIC6Av8JXX3cM973fGa1dVdV1f8Z1UpXROq97hfid73KP/lrWu61l4qt67+S977yAa4vvepO61vutZeStfiru7u7uN5MpZ78Td+cm/5qv+9ark8k33WsvFVqSN1+S9Y/k7u+Xqr4YwAGyZmiJGNWRcd30j7tjXu72/5VuZm3bXmTgDKOrbv7duiIFcJeVDi8la1yazD47mquu905eTe5OatY7vhJx0R+71hDltNYvlmFTBGdcnJkC5w9rkmBz193fJy8gumP7yg99cvMFSlnwly7rcneQPBC4/g/91r828NyrHzXfCXdXycsumC+fi631dRnJxldcVvW9S8swd382eebj+ba1rWGOL7vu4P4AAAC4QZtALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3d8MYACZJm0Jsp1Rnl/3Z9O13/8H8JJ+lPewwGlHACTtWv1+rk3hl5BiCX0uReS94Q5rvn5Nak5r3j+63gh5Nb+6rhjl3qXu9/m1pPmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAAAKxBm2AugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91rLxVa7r8l6x/J3d8vVXwxgANkZmhNlKrMsN8nvfngORL0lt7+DMjLACEru9/u9ui8vJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAAAsEGbgC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93fDGABEF8ijNkTh5unZGRnfvAGkr8km3sO/ASq7X5AlddHVqCfyxUXkveEOa75+TWpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAAA9UGboC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VfBBwIGuevgJF1k9+pSPBO3dXAFYAgABAPIUyQCRT6qdA9LYAyJfyvf+IQOAcvKEx4WKEeFdTW8IACO8gqxp+ADoNUmAEFy3P7zOhAIbZSc9QvJWsIc1VzcF+curTY3mZjK6nOpR0rWnw8v6xwnpC/KC//5N7k5q1j+71gh5N6+7vhjl1uXutZOa74S7q+L4ut9XUdxW9b1GcVWtawxxfd93B/AAAAAokGbwC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93fDkAIke5lMUpnvAobSv9/XmvADd3U13e8vJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAAAKRBm+AugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91rLxVa7r8l6x/J3d8vVXw5ABmzTBKY533vgd63N5S8ACu57dK5cBP/mxeStYQ5qrn5N7k5q1j+71gh5N6+7vhjl1uXutZOa74S7q+L4ut9XUdxW9b1GcVWtawxxfd93B/AAAAKNBmgAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vd3w5AAvadOYJTHL93hC933u7wDvABnH6pyzy8l7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAAA7UGaIC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VfC/AA43aCQ48qYsAGIxFZBWalyWNSD0ebkpnOPjHAMcLqV3fv3OFXzYn/+CXu6//X+DcAg69Y1Krp7RJHOEFWANHWjQ6nAzgAv7x4j5IhptgF98agvJWsIc1VzclsHmovIiERkMZCDIUpHh+Te5OatY/u9YIeTevu74Y5dbl7rWTmu+Eu6vi+LrfV1HcVvW9RnFVrWsMcX3fdwfwAAALxBmkAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vd3w5AAvOhL09zKX/0Emn86f+Uz46So2Prkn0f//qBVhE2uACosW1ykTE324AEp9rNGLHql5L3hDmu+fk1qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAAAPtBmmAugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91rLxVa7r8l6x/J3d8vVXwvwAEEP9sMJJ7mrYghvUgxnDUqpiXqxSn2izkOo6QnL/28AEcGAAZbeOwFwi8yYtYjhH3X2bPAAQEAkG/Ya6FGIkQJE+K8hAARxLAH3AAdkJSxaTPGLfEYALgWZ7sRd4GxooYNL8liheStYQ5qrm5P/8W8z2Pqvh+Te5OatY/u9YIeTevu74Y5dbl7rWTmu+Eu6vi+LrfV1HcVvW9RnFVrWsMcX3fdwfwAAAAKNBmoAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vd3w5AAsWLFVHJYSn979gJAO8AOv10VzhC48+XkveEOa75+TWpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAAApUGaoC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VfDkACwkPKqoeGxD//b9QdAO8AGa/lNL3uETl+0vJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAAKZBmsAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vd3w5AAcJDzqrFhrDH//wY2VgHeAG6+XKfOAQf6fBi8l7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAAn0Ga4C6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VfDkAB0J4/fPDdCC//4MOUvACX6rSF5eStYQ5qrn5N7k5q1j+71gh5N6+7vhjl1uXutZOa74S7q+L4ut9XUdxW9b1GcVWtawxxfd93B/AAAAKNBmwAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vd3w5AA6LFXekVGwu3/NeAQuuq9cAIDf7//35eS94Q5rvn5Nak5r3j+63gh5Nb+6rhjl3qXu95Oaq4S7uuL4u9d1cdxWt63GcVe97wxxfVdVB/AAAABEEGbIC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VfC/AAQhdtBDW9y0qxi/AMApRYMXnwnpZrot+50BomLPUdGQ/88AyAoAtL9pg1Cp5rlCwg/4AAIAvAAEAgQihFUCcWxRFGcBmEAASCi2i4AE0bTMWdiHXoRgX/qCDQqUan1ACNvvp6gvILKfP2b1eLyVrCHNVc3DUIvme34znDpnxKaqaeHFglic09X9f/+Te5OatY/u9YIeTevu74Y5dbl7rWTmu+Eu6vi+LrfV1HcVvW9RnFVrWsMcX3fdwfwAAAAyEGbQC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93fDkAC2Qjy5cqZi9wApAq3vESTVpQd+hTFtpynQyG/fBAAIznhAAR2s4ADsJj30eB6GkLucAD0bFjcGJ1/H/C8l7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAAAnUGbYC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VfDkACoqsvyxUxDgw6bwCJ26T1nl5K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAAAETQZuALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3d8L8ABAmRTAACAWAcMxy0oniNw98AAEAoAYJQxvoeZ3+crnCcY8TJnZkxohhf/UgF8B3CyzpJ3V4MAQABASHBdfrzNB6vtbYvSiwIABCJQFdwALMfJ5HNY9UC7v+gKsNzfdnoLYjUAMLd5XbRp9ef5OXkveEOa75uGoJfZvIWQwzBHJaILNMLYfe0zLiam59//5Nak5r3j+63gh5Nb+6rhjl3qXu95Oaq4S7uuL4u9d1cdxWt63GcVe97wxxfVdVB/AAAACfQZugLoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1V8OQALJ0f5W/JjH/d/yi8AJPm3K8/eXkrWEOaq5+Te5OatY/u9YIeTevu74Y5dbl7rWTmu+Eu6vi+LrfV1HcVvW9RnFVrWsMcX3fdwfwAAAApUGbwC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93fDkACwj5YVreSGP6/4ik8AKP7dS69wCD/74/svJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAAAJpBm+AqgHPwvwBX3uA/14gCAAIBIIOidJcccjULokSY9AmfqDk7UhfvvlBHTjLQSU9pRP+AACAaAxxjMgDxuqlRpc+EYEgAIxcAByd4SRyxAmPfwYVXdykEzydQ1xTesXhbY/yWoyzF06h+EZEIIpiACQN0UTBK0h+Zhjt/SRfVyPW3VwwgEpCAChwH8S/uIwwjWCA+R3YewH/AAAAAq0GaAC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VfDkAC5idC3PCUxWjm/O/wDvAEO/leelCsELxgjLyVrCHNVc3PXZS/n/5N7k5q1j+71gh5N6+7vhjl1uXutZOa74S7q+L4ut9XUdxW9b1GcVWtawxxfd93B/AAAAKJBmiAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vd3w5AATJwnQvQubkePNT1IPwDvAE7f0jXfl5L3hDmu+fk1qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAAADQQZpALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1V8OQAEYvkKz/OychdDXm6swUibeZfgwFNCJKqoKmWaRggACYYosIAAkHLKhyuwA5oCmRZqcF+9UQdDaX5gD4AqHKzSFv4E7C8lawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAAKNBmmAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vd3w5AATLkNFVFTdl83RNlNyh8MMovALO5E9+XkveEOa75+TWpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAAAokGagC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VfDkAEtc4yMS/vB5E3dndB1f4ik8BNfKvp+XkrWEOaq5+Te5OatY/u9YIeTevu74Y5dbl7rWTmu+Eu6vi+LrfV1HcVvW9RnFVrWsMcX3fdwfwAAAU5BmqAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vd3wvwAEDI6Mwuaj7T2o4AEAA61ivEXORRHI0j/096+ybEVBXulV+/vAEAgAr9BxC6//RbuMJn4EgJPAC7jQ2MU7XzQZ6ZhwxHL70Am/01bu6OSxMbgOBHIemBg4RznpgOAAfA+MTMeAAbBUOTMCZobZO+KzrbdW4IPWJKTa/re//vZocgh5uTj7Z1sAY9xLDBzylIcOdyxTCf6NgEiQ0D7/MIBKzBBI5aXNvTMBhj7NOCDHv2cfv+A4SiRBHtN9mnh+X5xZb5L3hDmu+fkh81JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAA1EGawC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VfC/LIAKLLGjoh8OiA8ouQIlqikq/1AGB3iz2ZCs5cEhE7CV0AB0xkbojqiuTeNY1+AkxIQyRnAAfRDXL03Rn/FwSbgsjVnof56pRJyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAAArUGa4CqAc/C/AAcQ+W8wsEVyEFJW2f/+sYAJQIAJqCs3asKSGfv9wYUtn2ZkgIAAJRAaNzPPq8YOBfXcAgACoMng71AAvOQEUCI3+H/2/0CbWNjSKHaY5QBiHtVPWHm554W4Agwo5Ux/b3ZbWScFWYIVATAG9YqEE3Yvruv8BhR6pn+39z0sq4JMgxAsQGgNhXkHmPikD60QV5mUpGYofe3gLDXPW3e+/z//gOWAAAAAnUGbAC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93fDkwPAGNbm3Y8ARk8Enh/V4dh/xeS94Q5rvn5Nak5r3j+63gh5Nb+6rhjl3qXu95Oaq4S7uuL4u9d1cdxWt63GcVe97wxxfVdVB/AAAACbQZsgLoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1V8OSj4BOv3vo+swOgDA91t53l5K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAAADuQZtALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3d8L8h4AHPydfV0FfZ4Mb4GpH5+gZL1u+p8Ypv3BAAiOeEATisgAZE3Ik3q8R4FmU4Vw1C2ykAEOpvSvfoGUD65hniu5w+3huEzZC68iDeHCpsJdB+JTiKNjLlKHtPz9M20hJUYMnJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAAAU5Bm2AugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91rLxVa7r8l6x/J3d8vVXwvwAEWEyikG/nj3DS5C2wCHFQiWbJuPt8CIz/fjqBOqAAEAIA4ucfvIOP34A/gAEVpXJ42hf36F5jyJ39ocivDE341+sTG4DgRyHpng4EKUSmA4AB0BYYmY8AA2C8QmYCzY/kXntgCjXaUzgg9d5S737M2N+pVd3vSQILN2IZ1XngBj3EsKJv6KQeLDuVTDf/mkJMZAPPUIABHc4IAIj3gPoNvUOzfWB4Ex0CtYYENZUMfPAEJpr52fhtGIgrTzeLC/nk5K1hDmqufkh93JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAAAlkGbgC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93fPKLwRHz//JRKHpfwvJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAAAKBBm6AugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91rLxVa7r8l6x/J3d8vVXw5cACkr+rf9DMvHYDCH9Sv8Al/e45svJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAAAnkGbwC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93fDlQAwar9/66++aUELxv95tgk8rYLyXvCHNd8/JrUnNe8f3W8EPJrf3VcMcu9S93vJzVXCXd1xfF3rurjuK1vW4zir3veGOL6rqoP4AAAAnUGb4C6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VfDlwBg/Tx8X1/vh6+6ItZ/gkF5bLyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAACWQZoALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3d8OVfWfx95w3slLC/y8l7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAABRUGaIC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VfC/AAQADAhvCo37L0yciREo5BCFDtHCQG+FIbc368W4AoD9MBGm9i2qwxYd6ARgAUFOfrviZouvXtSe9+nCGH/YmNwHCOU1M8HAhTHpgOAAdAWnJmPAANgvOTMFMa+nswHF/zKm4QfO8pZvNtm2Y+rq7+9IjDzdiGdUWgBjzbDBvf8UQ4WHcsUwz7CFjYD39QgAEK5wQARHkyE3k0aTPd+gkcOmVq8cU2sJPvAma228CdrKCO4OegkNfeTkrWEOaq5+SH3cnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAAADrQZpAKoBz8LwAG0zcRRmZEfmNFESAd79OJgJhdOc/AAQHMsfqbndzFs27Bn7PqfuHJtaSSzyRnxLTXP78gCAYA7kCi4CyTS/nAS+dbMEAAXBroIn0ADw1bDeUpqQuG++ghHwmQ4L5Qj6gAWs0tnqVP0DcrdNhJy9/uIDEAWI35WEque2RymzgCAIfESofCuOeqiSIkhIiaYFRBnzngG3HAOtVAgSx/7BqlmRkj5oqE7u01HGtv/6x7GABGykCtVrvgQAERrwgATiKA5Nkpxx3ffwRoLiMUWWPRx0qG62fjGpCuopDhCWfEAwH/AAAAJhBmmAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vd3w5IHA+g3XfwTNr8uG19ReS94Q5rvn5Nak5r3j+63gh5Nb+6rhjl3qXu95Oaq4S7uuL4u9d1cdxWt63GcVe97wxxfVdVB/AAAARRBmoAugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91rLxVa7r8l6x/J3d8vVXwv4AFD8IqLZWAsnfp4cIAe0VCzEUFQb8EAAJByIAARCGAB8ZBmCRsiUVkrQIl6odx0zzj2lwAXpicWoMcaTroIaQCFLj2nKKb7w//ejRsS5HRWQNEOEYc3fvbNszbGqqofOuEL4QxAWTRkQ0vZUUPmw+F2zfrEl7gYEdZGyaRoyD5QWGyism+dVhk5K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAAACYQZqgLoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3d8NeErB6awj0Pf/wSeTpiTkveEOa75+TWpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAACiQZrALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1V8L+ABD3X305an/fABj1/X/8/ABkfr+X7fLyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAAAl0Ga4C6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93fC/hx6hRfr74Zfbhh33LyXvCHNd8/JrUnNe8f3W8EPJrf3VcMcu9S93vJzVXCXd1xfF3rurjuK1vW4zir3veGOL6rqoP4AAAFjQZsALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1V8LwAGeiLGtRkV0tcAMKMmVaJuNG7XgABgMJw9eKtEpi9TZm4SqT3YZEXH/zgA4EGYlzX+tr8b3MCsTsACwSqf+rhsIi1Bk3tdXqAMmbdMd1B+JjfgOEch6YAHZidp0zKR3+jAI5hKYGgAHQPTv5ogAGQVBH8u0Xvwgq0Mu/3663BB8zylpd/v2/f382fIEFuxDPvq/wAxblhTP7UT6JIcLBfTqnf/o0iZDYP+/UIAThCAgCQKSCzNfi46Oa2/QoDr/XtNkzThzeGKdiVnN3gZQCJsxBKJos9eTkrWEOaq5+SH3cnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAAAJdBmyAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vd3wv4FXvekq3WEXubxxeXkveEOa75+TWpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAABCEGbQC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VfC/gA8I+qVlMp66GK3d79cg5eS/+uAoFgJI4AD6EX5XZlZjrvWxLfPsgAPZi3RFdHcie498ZV3hbgKkNnsi0qHYnwdNlFgYF1A7++feMpVT28IAmDmhAnCEcSMg0Q5O4nqWHpITImfjjYNkXfzaMS8j5jsUge24f9bCCFHH/7yclawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAAJlBm2AugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vd3w14ceWCT4VotBJ+3//VMScl7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAACNQZuALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnfHJnJyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAAA5kGboCqAc/C8ABqIZXQxkKOlSk6IAEsA4A4FTOTZcLIBB/54AQOZQnVVPzyY+XLF1+P3cDrgANBFBaAcBFt3n7qSkycQBAAFQT8Cu4AFmuMCP7L95qHtB4Iz/r1oURHoEY0h39aj3NxAf/AFlFnVuiGFJfvPA7wwnQku/d3QFOAQBD4tQ+Fcd8+NVL3cNWiDPnADCccA6lUGHsf/YGZZcaGiO+sQnd2moUa3f+oNSgAzZSBWp1vggABAYhgAjygnzMNDAUSl7fd8BETomIqnU3Dhgfr8JThpcTr+GNY5XPkIxSDBgP+AAAAA4UGbwCqAc/C8ABjMREU51INzV9wGAK54I20p3RXIigbf+8AYxaTKSkVFQZiaELxMb8Boq5AB8DcoLTqF3Xks5BYILmObAB4KdxU3zud/9+H1vkp/VG260fxMbDAcIpDUwAHWPI/Y9IWZOYEcp6YDQADYFmmfmPAALh+cme9in4qugwX+/bu3CC13kLqJZ7+cvyQQs3Zxpav/AGLMWwgX9FIcLDu6kE//OnEyGwHv6hAJxmBASDvA1KYD4Egm41H5/AUMK27SGpv6mooGALbIwoXNLv9fw/AJNmBijvotYYD/gAAAAJZBm+AugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vd3yeGoOH8M9s4CUPab/k5L3hDmu+fk1qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAAClQZoALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1V8OY+LLrDmffDC/9MOF0eGeCH6ecFOtr8S+w3/JyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAABGEGaIC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93fC/gAVB4iYmvUVPnb/hLFlzKcNTcUTNOn9/oQABQPEiAAEwxgAOjHNqmqgXzjtDQbOBOs+De8gAeaJ/16A3Gl/tApolQFj4Msp/vC38DVNUxSd4roIHzLqmL4gkkJbB79/e3v37wwAR4QQBNbfiYuoTXN/n6McFWsusZxfFHhjCPMPi2U/lFhGIEvV67SQycl7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAAETQZpALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1V8L+ABaIa9VQhkJx90CZG25pxQfffA8GYKwiwALNjHLezKJhLX6CNIxOlVWd/kABycpmkjvhdYjc5DZaiKz+vC3AFDhWW9mOblUIH4mGjWbGOPeLEBhwqAGChLAIIBIZRiWVa2cxJC336RAIDOyijHF2JTf36CIKxc0hfr56H36bAwdey8lbsMc/vJyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAACXQZpgLoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3cnDPBN+eWKGhv74IdtN8nJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAAO5BmoAqgHPwvgAIAVAp1h6BxT6aMB2B8AAmIEwJzY1cmNUIZyl15IgAjaDBixYUsVNFR994BCCSSt+8cbVRUd4t+RkQzhi014lwom8EFxiQKVAA6QT/+EtIQzuf9Cyag5SM+b1Akz0O66osTGwwHCKQ1M0wGm8Da9vU7/M10ILE04mAuAAdA9MJ8zAADIfnJnq2hauVnQMT/9Y9MzIAO45BzBg1sghZmzjdVeQBj3EqKK/4pDhYdyxSCNJCxMB56hJgIwVAxQM6DncbicxMPfhBGJa4BcCZyS/f/AlGS5A+Tq2X4Hy/bAx2a+v28B/wAAAAkkGaoC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VfNOPL++CfQ0/ZOStYQ5qrn5N7k5q1j+71gh5N6+7vhjl1uXutZOa74S7q+L4ut9XUdxW9b1GcVWtawxxfd93B/AAAAoEGawC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93JwzwAYX3dW///8fHgJd9r37n4ELTz3/JyXvCHNd8/JrUnNe8f3W8EPJrf3VcMcu9S93vJzVXCXd1xfF3rurjuK1vW4zir3veGOL6rqoP4AAACXQZrgLoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnDPACC912ev/4qx9p/JyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAAAWlBmwAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93v8/uEv5+Tir31f5K3j+Tqr5e7vhfAAQAAQDQBhyeNdD7PDzhc2TC/SA9gO8WXfKv6vQBABsAjSTixZyxV40P2uvmEpRi3DUq+KsEHWAgAEJdBXcACjA3YisZIO1RfVsL4eIuHWxQgZjNbhHEB+HAkRcpwUvaxHWN/6/yPaQEhM4cm+O1hxkBl5PlH4/f/hhIaSMU+KPgOXDg/Toom0//2wObLho6IPsFCK5Wm4Ue7f/WHeUABHysBGq13wMAA0AkMMAAuD2rA4aqvQdYlq36CQzRVWKFp4l/eAEpPbaSMAkCHg+DMf6/VAQo7+95OS94Q5rvn5P81JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAAAkEGbIC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VJz6dh2X8/5OStYQ5qrn5N7k5q1j+71gh5N6+7vhjl1uXutZOa74S7q+L4ut9XUdxW9b1GcVWtawxxfd93B/AAAANtBm0AqgHPwvgAIAAIBQAoJYjCYo2vVo8WM5l4AfCniZolTwFKZJAQPH3QBAVYzVv2iUw+qU73wgCcxwKuABWEBruEjX2NanzFtp2fu/gBK0Ezl6J4gLi+y7/KmVsTGwwHCK5aZrHexTE9z/fp+/XoGgAHQLTBHMWAAXDyhx5hgVrHmFnrZ5CMkEPN2ce6v/AGPcSooX7FIcc7upBP9zaBbGx+/UI4uCPQaEFys8lijte//g8iVzUh8WZIBbl4ntT/+8r7/+wAlBjTd9j9Xl8rf1Tgcx8aE/nwYD/gAAACJQZtgLoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3cRyXvCHNd8/JrUnNe8f3W8EPJrf3VcMcu9S93vJzVXCXd1xfF3rurjuK1vW4zir3veGOL6rqoP4AAACfQZuALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnC3CbN8tA7hblFXgCNrdb8/4SlOf/JyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAAAiUGboC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93Ecl7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAAnkGbwC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VJwzwArrnc+/39QS3mz/4BK9V/2f8nJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAABGEGb4C6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93fC/gAOg513JtSwpP++m8iY5v2jLDDC9QgLGAC5mmJCnhCeaBzZHExPWLqAAcs0NUJXLvQRpRkaMSt7veFvgHDxcqJxIM3g1tT0mnuesIPPxUkMwT9akr282c/g/CAAOgLVBAAGAJdgc3CHa6WIIN/5/BVOoFPJ+7IaIWDBFYxlLhfkuf5/Bz7BiiMqnsNNDJyXvCHNd8/JrUnNe8f3W8EPJrf3VcMcu9S93vJzVXCXd1xfF3rurjuK1vW4zir3veGOL6rqoP4AAADjQZoAKoBz8L4ACAYCBBM+zpYgp0lMZbknxGAAIBwIyePaAASArbXc2G3zAu1AphjZQYaSEvQwgCcISAuAA4yKCIuGltqVcI810ZNoyjFCS3PFb2JjYYARFoaTmK54wDS/4ErVZHxmkTKljJCBy39DAAPgXGdeerAAKhZU763RgdzevGiScK0cmF+//PApnyBDzdmGvX/gBjzEsKF/qUhwsO7xTCNREhkPvqIAASJBgEvgyjJup9lEnTpsxW9Z3LRCbvhX4SWgpqv7vb23gA8kO3YW3E8R/n36MbtuwT3M9ql4D/gAAACdQZogLoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvda/PXAh9XX+Tiq13X5L1j+Tu75eqk4VzA4OQX7NPrW4/Z/8nJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAARFBmkAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vd3wv4AFsmheH8Ugif/qAOuTT7rXDCUZBWjgA7EaDUwyV+r0Mrc0mOgAEx1uRHPWNvTHemX23hbhAFGw51vuAJzIfryELygxiygoc7ZvG3N5IQ0KYz+wwlgMUDQIwGlg4qVF02v9W97fwDguqreETW5v+AwJeAQPN2U41Si2v79AjIWpwXC1oYleTkveEOa75+TWpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAAFrQZpgLoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvda/PXAFFk9GjT/8nFVruvyXrH8nd3y9VfC+AAgIOFrHEtk+z62s8MN/jQGDoreIapyy+b8JxJE8y5LalV6PrQwgW+YAFMmNORHI7oLiGa2RhCPTStB/EDdu0mmMke+/Q3zHAdL/2nSf/3AHnXtq3iwtaW3D4toA1BMiQSag9+/TBvKM/oGLoXt97wKxMrQii4kBCQ4Fnp0UTa39gly4aKiD7AiFKUk3Cj4uyg1KABmysDuVrfAgABAGACVQQAB0B5nUAZWRBLuV6NUf/0R+7lphdH52hAXR6bl+/4AHCZT06SMwG4s/S00Iz1wQoIQd5OStYQ5qrn5P93JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAAAiUGagC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93Ecl7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAAnUGaoC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VJwzwTnj7PegnIJzM/fL4IWh32vk5K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAAAFhQZrALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3d8L4ADgMECkTP7KRaGKXZmYf74AQoeJIK8MEoQNN27oRWz4g06kK26K+doYQARWPAXAB46MXRA2/JEjnR0BfZw9vExsMAEHp2n2aDB6SvKnKn3K77Q1PD+0pgZUk//BwFwc28Yta+ef+rPv0BBNpXYm9jtJ37xvIiOAEanY9D/mzkEPN2IZ9MgACot2ooTv+KQ4eHcs5ho0iJjYP+/UJYCIFhuBpnpJwX4DIQf+wJDH+ySjEzdfOMsWVB97ReEFV+P+wB5Ia8bglpx9QsdvwNse5s+BvSVoMnJe8Ic13z8kPmpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAACNQZrgLoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnfCdkZOStYQ5qrn5N7k5q1j+71gh5N6+7vhjl1uXutZOa74S7q+L4ut9XUdxW9b1GcVWtawxxfd93B/AAAAjkGbAC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93J3w5FrsnJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAACYQZsgLoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnDPUgv6BIqvrn/gozePk5K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAAADnQZtALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3cnC3AA4UIyNKsVy98ANBXe8hw8anDAFAMHtCSdJVHYax3/9oUKvU7vqYgTcH4gAnhYRAALC5lZoOkoX9Bg8B4xey2GLIM9ZQYAHR4uVzEHMY81/eA6gRfjgqCRMqJhk5L3hDmu+fk1qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAAAiUGbYC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VEclawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAA9UGbgC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93JwtABtM3CR3S+DJ65rz/Aydp7OWqgzv/tYf2fvO0ZwDgf4ye6FJxr79odmIwmRaErJv9/hAACAGAeqCAAOANNgAWzcHxUQiB2Mv94ExC1sBYL4gFUf3gAWiWKGLS0Cp5/vAVmbrwC4TXh9Qycl7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAABZUGboC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WvzzC4AwLqvr9/k4qtd1+S9Y/k7u+Xqr4awAEhlCOR5Y37Bbzb7H5EAcmJOAwVNiXNsLVYILs7AAeMfMii8p/q4qHAQ1esWr+Jjd97yTaN2Alr7JrMuMAOPfiH50UI7/9ybDfn4Fq54Qn4HoP05ztmv3PD+YfNfuYRTCznEaaMcboEm20v/0GDGdBDzdnH+gSK2gMruYZve/opB54dyqQb/9GkRENg/79Q4mhGY9GBkqQcTNRqcSaCwXvEZu87eAjcjQGkwLnE0RERJEl//v0DSILNxjsaFxLX/xgOZE3B4CfMNOQ6lM5WAyclawhzVXPyQ+7k5q1j+71gh5N6+7vhjl1uXutZOa74S7q+L4ut9XUdxW9b1GcVWtawxxfd93B/AAAAORBm8AqgGbwxwAExZxXsFIW6RXcYX8QasMgA5FGvlAEQsouP+bUa2Rk2GECdjFWACsYhW9rDD099+BItU88N4gP7YzEpTkpsc760zJl6al//wAYHWCn4uta4pHk4UuxUtBUrf9uCKNiQD8O1mVGZ/UP/WY/wYO+wv6in/8DCRqhOfOPgMXHAdaqDD2P/sEUVxkPJfYKhOrtMONZ/9qDUoAEbKQM1Wt8CAAKAbkBAAEw82AuAw8ukqC49IetpglUiQf5heIuKYz8LZ/j+ogIENLZJjp6AQnkbG8XDQjFdghmd8GA/4AAAACbQZvgLoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7/VKJOKvfV/kreP5Oqvl7uThnlMntQjUO+nsgSPHLL5OS94Q5rvn5Nak5r3j+63gh5Nb+6rhjl3qXu95Oaq4S7uuL4u9d1cdxWt63GcVe97wxxfVdVB/AAAACYQZoALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnDPAJd9L57AHdfCVxsr5OStYQ5qrn5N7k5q1j+71gh5N6+7vhjl1uXutZOa74S7q+L4ut9XUdxW9b1GcVWtawxxfd93B/AAAACXQZogLoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3cnDPBL9bwfoBC9W/hT/+TkveEOa75+TWpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAAOpBmkAugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91rLxVa7r8l6x/J3d8vVScLQAk5bZJn5dmcBaQk0IhHUql/cqPawCLvwUU4AYO+2axvt6HURaLEn/ePcYn7+D8JYZwiQmAAcJEBUshJDCQ/6QkHz8fJxJ+St9gYADjXhuTPNawK4ibDpChYLxMQ0/Xk5K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAAFxQZpgLoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7/DHAAY9BCNPbaBijK6VBkFgsdozAhB39NQMBU0MRBapSKRWTRBiWJhwALdi05Y2+4BHTJsjSGip5OKvfV/kreP5Oqvl7uSJjc5ZXxtPfLt/WwGmAKcop7wqq/JLv//X8UXnMNgPs0U8PsXFGPbFKeAIAHQBRsMqQonQ1Ng17wl1UTa6l1S3NDviQILN2IZOr4ha+4VPylDg+Ukg4XHKVTCf/pTWERCYf/9QwAEqAQAGGUBRYVd5vnxzKQfkABNKK8wTJEp25psSwpqQesXxEREpEiVQAFnSSLmIpQ6zH/4B9i9vGt5UsLBZnlwV9X8J931+3v9k5L3hDmu+fkh81JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAAiUGagC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VEclawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAAj0GaoC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93Jz+hWDV/ycl7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAAl0GawC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VJwz4E1U+ox8BJv0a3/yclawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAACYQZrgLoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3cnDPhNh4s4IBJ/9/xd//JyXvCHNd8/JrUnNe8f3W8EPJrf3VcMcu9S93vJzVXCXd1xfF3rurjuK1vW4zir3veGOL6rqoP4AAAACZQZsALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnDPhqWudxBLo418EbR/9vyclawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAABA0GbICqAZvDHAAiLaIpj6J/EAAlQBQEARZxSxTkhNsI/xAAG7ABALuYOzJLPgElI/DAwABGhCrAByYfqBlFvADHQMob5wSgyksBjy4AkbJpgcG+N8BkDgDLdwSPhdPCj0KPF8A/wbgcBa9LcOiKvzhZwoPHvAMwC6Kx+H/Hw1eXixl+CAiqpwIFzdpYoF6v4g1VhGrYgt6FHE7eAAblABwkXeyryVr81amuobO3/b2ALwYKAR8rgxxO3XZ54fgwKvxbP0ezqpEo4WDDhgAFwYJYfJgWBYSnTq5Zpr9gwADPEQITgfZSN/4KWF6EWW4vd9/M9j7qR7laULdl6Nemx+YMAP+AAAACLQZtAKoB0cOwAMxtviTaWOJLeweNv14xGDzjV9XuQX7pkjCbHHlE+DbaIW+Izn+BKJktICcS0MonTVl0UEK8qCA6rxgl/BhhAAILrQgACANNAAsh05BZkPWYFef4Cc1GcTG2QrAjPJji8xqgYAHmSbcQ1jj6G/sBibUzQlqswHC0GXBhEGiYfcGA/4AAAAJBBm2AugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vdyc9Qi5bs/5OS94Q5rvn5Nak5r3j+63gh5Nb+6rhjl3qXu95Oaq4S7uuL4u9d1cdxWt63GcVe97wxxfVdVB/AAAACWQZuALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnDOG+bErVzZQ3LP/5OStYQ5qrn5N7k5q1j+71gh5N6+7vhjl1uXutZOa74S7q+L4ut9XUdxW9b1GcVWtawxxfd93B/AAAAAl0GboC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93Jwzh+ClpYDlfAN69bffJyXvCHNd8/JrUnNe8f3W8EPJrf3VcMcu9S93vJzVXCXd1xfF3rurjuK1vW4zir3veGOL6rqoP4AAACZQZvALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnDOQvAJn6r3ZQCX9SL2//5OStYQ5qrn5N7k5q1j+71gh5N6+7vhjl1uXutZOa74S7q+L4ut9XUdxW9b1GcVWtawxxfd93B/AAABjUGb4C6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e/wxwAEjMRGUVuoIQtaOAYAUgkGbaU7wzkVSOv/fgYAziwXtdjnImZCSJz5EYnZDialyWLWIBKLgAXtFpD+dzYAxNGaF1ch2fYaUktUnFXvq/yVvH8nVXy93JExv1tEWZshZemmWgod2n2W/vAABAHAA7ATutjwQhooSKc1N08jLcAo/9Vr93nA5BIywcoCjbzv8DDt82zKTujIHHCm1mGC2g18lwWBg1sgQWbsQvq4oiTcAzrSmG/g+iSDh4dy8w3/504mQTAPf1CAAK4PwQABiBtAVMJihJbMFXCNxAMask8RNuK5g2Vndzr/+SVSJKp9gBY9xF9mP3SUX6hNuARRTiho/4BbIj2Zox93n7/+cJyXvCHNd8/JD5qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAAACQQZoALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnBD4eixD0nJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAAAmUGaIC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93Jwz4fk5YARPyH8/8Ej6mr5OS94Q5rvn5Nak5r3j+63gh5Nb+6rhjl3qXu95Oaq4S7uuL4u9d1cdxWt63GcVe97wxxfVdVB/AAAAI1BmkAugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91rLxVa7r8l6x/J3d8vVSd+GsKE5K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAAEMQZpgLoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3cnDsABsmbiJGNURenp9ZUf/3gQ8isYuyTnpxZF1r3zXoc1TxP8KejRDy5A5CZHArAEGXneHxPEjGJUEY5SkMIAAkcMkIAAiwfAAPwIkSrQuprv8AXMgIi8wISPasoVBHJrTmk/+BgAfA19adA2Yn7+AWWDVEcK4UvVMgB8zFa3T2/vwZOS94Q5rvn5Nak5r3j+63gh5Nb+6rhjl3qXu95Oaq4S7uuL4u9d1cdxWt63GcVe97wxxfVdVB/AAAAOVBmoAqgGbiAQYAiZCcrO/PgA+Gx33gMFuX3g6mIpDoSvAVWLi3lCSbZ+/5qGOg2yScgmL58EH3ZGvpgQrf2BQLhwE4jDpSEDvoqcAFuUmPzNf3vA2JrYrZ2v3/4b42DYC+ArhZBsgyerybeFAg+nXX09xo0QQwTgAFJAIOY+2i68/gEHYYGPD/z0KJmqtV4AQGgE1W8mfRginMefeAVFAGGG2nQi8Wbeh2BjmAYUVROAkKMipfB/CwIegX7cjbkJH2HgjZDh+nxE/eAZWsjmRmsXMMo+29r198WQJ/r2k5aBSpQB/wAAAAiUGaoC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VEclawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAABDUGawCqAZvDHAAZuSZnokZrwAAQCQcdE45dhuNAr2pVGnuIADAQ+ZcI+wz34AQMHGEzXZ+JreemKLXogARRMOAB6GUxM7odQivwCTpi9HGxtcTb9gJjb/eVTGg3ExsPzHqTXrpZZAAHAwABANOo0hIKlQeSF+aH/2kDFUw9SWhCJRdFqMyGjsllf+tg6EbNAgap8Wvff4GFbpclUm7EQMMEMBeDT7Tu9/P/6DBrZAh5uzj9XxQkjIP/Iww4P4kh4sO7xSCNIWxsB56hAAE0BcCAALQNYGsgCUSm2zvRt/7kGhibRnCmyaKr0/EXGvAQzGb5iPeF97+kQyv/zMEgg1/BgHHD9S7tT9/b5sA/4AAAAiUGa4C6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93Ecl7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAABBkGbAC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VJw7AAakN1xDZxfUpP8SASexXD7hz562vO/CmG4HIzJDRAj+cJ6dpyul+wbya82IUvb/9HsP5Cyaa8YU25DCAEpeEBbcACwnR/2KVAEcP8/wKk5hmxT2Lx4GZu0mQsPwAC2JxOmSLsJXKVf8CjEcVU25ateBUmK0xSsDx/SSE5K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAACJQZsgLoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3cRyXvCHNd8/JrUnNe8f3W8EPJrf3VcMcu9S93vJzVXCXd1xfF3rurjuK1vW4zir3veGOL6rqoP4AAACaQZtALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnDOARefHO+wCJ5+fhL5XnLk5K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAAAPpBm2AugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vdycKwAGNiZuc/IJyVo0x5eqE5GQVe/v6pzLRomvEAE+BynNRNvsSo4Baj2CUvxUI/fw8JJlF8nd5AjgwgACxQZIQABdAfAAHBmVmQsUITu9uiRrYERQ5DmBrwfgAeCP17bBSqvt/gJ2mkDdBnraEPfuCScl7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAABAEGbgCqAZvDHgAOAAIAwDglisDgpev/tZwl3vw8XQB4FxxH0IsT8AAEAIDBLGKcPH1ShHhi4ZEACKJhwAeSvkTncRX/UDwFI842PbNsMxepF8G4mN+DxnAmHirsoIpfzgAEAYAAgFnUW7wVaVBpMX7++AQMN+ThSpGSj6OlN94C2MpYPEdvwfHBK/vKYyOIb8H4GFb5clUm9EQNMEO0zcEFrPIWDybyCHm7ONtPQACosxKis/4kjg4d3imEfYRITAe/qEAAdMB0BgAHATwDWLdsPExOM99gwEglIOFop5rQ9fl2RhMAOG+CTSExX//nKBlHm7aYV3KaGizw1d2cDAf8AAACNQZugLoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnePTfJyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAAAnkGbwC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93JwzgEn+0f9PzsjCPTX5AqAM3vuT/k5L3hDmu+fk1qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAAAxEGb4CqAZuIBBgB8yxOVHHPgAtGQG+8Bg2Ll8EmYoVisTuAesmB1MBQuDr31qDPQJszDxFOxz4YNKqvgE/AhURU+lG9YwlWABvEmGtiMtANOwR11E3nwWABkW5Vt0vnr8w3wr8AUggyp3WMdqS0r3r8r0b2DD4YRSxpgiB9sOAGARTArAHrrZTeAsFNls4AAEBlzoAAIBQpKFtgqn3wGn8EAEUgkGVBhbaeqFhvAylF7Twqj/XIQV1beB4lcTj6Mb/eIB/wAAACQQZoALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnPXx+U0P8nJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAAAmEGaIC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93JwzgEevtvqAMN9dPP3G/k5L3hDmu+fk1qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAAA/kGaQCqAZsTG4DzE6ZB4zFTA0AAQDQAX+JYElmmHDcAAQCQAu8n54CYSaT8HkMRKYD6M49tr6AyKBJ7ib/7icAAQAwDzaEufVs35s9//f/h9twALm0l/1T/4GOSm5H/9v8N8ABiMCOmHMaWM2oyqGA1wGynpyNNB+GuFfgCBEEAfa+bjJyUoJ2yoohhgANRDOqDMQ8tbDCQAGuiSa3/XgAAgFAo6B0n9x2NQskSpDsIABgsEEBdBj9F4pake3tMTc7oToRyh3+D8Aiu7f/prek6f/hn7YimVQjwDwE8asQvcw/+LeZ7H1XhhBIQgDu2KWwIogyCDm/8de89/wH9AAAAA8EGaYC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VJwrgAIAAwKM4pRauG/p3ZYY8ADBRTXkFffJ2Tdic7U8OdDK0F1nz/TxkyLwS4eMboGEAAWFOaEAAZYC8ACb1bnIP/gJAAygqvDGqJYZ+fuJAAOmUNUSvrYNhmAEQE/B6uf7Y+DAkGTkrWEOaq5+Te5OatY/u9YIeTevu74Y5dbl7rWTmu+Eu6vi+LrfV1HcVvW9RnFVrWsMcX3fdwfwAAAAIlBmoAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vdxHJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAAOdBmqAugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91rLxVa7r8l6x/J3d8vVScK4ACIEPt0Wq2KuXE58AXBZIHvMX5N4m2bEpsqICmGnd/GCjO2O5AFUGmlv4MIGrwiyYAFMgSyoFzztNZwDOreaV1AeB8AwwAtIDlgMFtRe/kBoISLif6gqpDPvv8nJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAACMQZrALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3cnJNHk5L3hDmu+fk1qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAACYQZrgLoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnDUNZz+WEPul4BHrl1fJyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAAAF2QZsALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7/DHgAIAwQcmV/b0JJC0bkrKvgDAKug9dFG00PCnjb94AMAYnAYRsv7kWMjKR+ESMfwAKyDdcQTllpYyK4BjWw1x9RgW+bCqpo8N/wGFGdJdutCLZzh4MkoYQmRfAjkG35heUTzXB4Ay7vXMe+KvfV/kreP5Oqvl7uThX8CKBgFK3186LK0PC71ZDfO+Mei1FAwADtBJCNQTb/Fz+7wAYACLVI3pF3kUBqJI/DHNkXLRDTkfOZXaQpoeEnX3qD0LCf31tPaH4v/DPQRgKENyu8AeFUaAylH9+/jMAY/pEk0yY3yxZrQYQARGMAduQncYgYpfxLZ/2bns89/3yXvCHNd8/JrUnNe8f3W8EPJrf3VcMcu9S93vJzVXCXd1xfF3rurjuK1vW4zir3veGOL6rqoP4AAACZQZsgLoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnDUAMLXfP793/5bz7D2ZuTkrWEOaq5+Te5OatY/u9YIeTevu74Y5dbl7rWTmu+Eu6vi+LrfV1HcVvW9RnFVrWsMcX3fdwfwAAAA5kGbQCqAZuIBBgBWyxOVHPnwAPWNhfy4OC4ub4NUxFIdmu8AzZMDqTAULg739qcwzgGbLwiVd/58GAllBUnvfeIyEmsACnxEzPiI3jUKmbxaFzvsADIm0RTGqIzVkTbbw3wAEAIDaGyW4oZ5VNSo29DCWkALg5GSDQhym9Xv6XNsNcK/q9m4cACoKqAAUBQpLBJ099ZuusQAB+AACBUAqaAqP7JCPf+4IACFc8BYYGx7BMeIL47X5r6OYcdUzO19XhndgAFMBB7KLaTR6vf1AmyBBXGjiBYwSgwltrBCMpSCoOr//wH9AAAA+kGbYC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93JwrgAIADgHMDOTQm0fmVrct8AAwRrMQSI3ytXcMvYzmh3ZFcV0BR0aIOKyMxAXDqWvRn9cm97/caqqqBAAEjgiwgADLA/AAZVc0xLEPYJwW6godFSecwfgAPHTXZAbVQTA6mCTclj0Ya++D/z2/3U2ffJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAACJQZuALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1URyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAACZQZugLoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3cnDUAZtfw/45P+dMBK9/H/JyXvCHNd8/JrUnNe8f3W8EPJrf3VcMcu9S93vJzVXCXd1xfF3rurjuK1vW4zir3veGOL6rqoP4AAAAnEGbwC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VJw1CTg0w+QTjDEPn8AIz8rr3XyclawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAAYNBm+AugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93v8MeAC8AAmcAHCRZ9MvI2zgACZEMoxZqKSMIG1SFLgBhBhV0k467vOABhwS6dt/80CkDwUJPk31EAnWcACsjGuYyOL6lcGPGTfmK2+5AnBF+IAhv9Pm28NwDNGkZZiVFUPwAAwcCxxvPHO1rMC+ilCEoYQAnMYq9BGF5+VsThJZj/9+0vJ15vfFXvq/yVvH8nVXy93JwrgCwQ41bunTi5YZ2VMU0NP7S8AU5kZLc0/cBFYAAgCgGEzSaTcdN2ghzxR5aIyYnymV21q2iNpbDcH5F2+Himf4Z0DAIAAXJOg+Fny0UXdef04x3jVZpifq1SnwYQARGM+HgGHLW1Mq0gR8/4cqr3e6/75L3hDmu+fk1qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAACUQZoALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvda/U6fVKL4qtd1+S9Y/k7u+XqpOSCR8/Pfk5K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAAAJtBmiAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93v9SJJxV76v8lbx/J1V8vdycNQ7BgT84gjf03glqHWTk5L3hDmu+fk1qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAAAIxBmkAugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91r9TpJxVa7r8l6x/J3d8vVRHJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAAARZBmmAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93v8OcAFObTQi9r7wlLAw9wAfkNEdCOy7tcAFzW2TGjpvonFXvq/yVvH8nVXy93JwrgAWCC/qtd2a+iXb9AEQtP8p6DCRTt1iLWRJeyIFjMAfptgZFF8Qw95zHsBCRZHX0g/suOv+/FUikSIkEABFIaIAlEAY9r3Pe4I4hq9QW4LazU37wwAXPRM4g8J+/XBoUEZryvFOrWEu/GMJyXvCHNd8/JrUnNe8f3W8EPJrf3VcMcu9S93vJzVXCXd1xfF3rurjuK1vW4zir3veGOL6rqoP4AAAAIxBmoAugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91r9SIiJxVa7r8l6x/J3d8vVRHJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAAQ9BmqAqgGbw5AAhjtAjY4Faccb5AAUKBUAACAbC2IOgQPPgj8JjADqtOAXhozF0JPBouERqn4AKC4Y2leksYRv9wBRXJp/LExsAGjO4952IACJTX8MgdQZ3AFkA27C94pfn7VAQMfo0AwClNDvq2sIcljUp/P8AYge6Yl3ql7rTKizsxE7S0NBgY/+YKgAERFEp+BAJSEcCIygm/a0NjXyID4TJrfrw1w19JEJIQjIbEIwfiB7nBCSO1DWqLI8MJdOeAAICu60zwDpdkNggAnEWEzoCtUYEDt26JQxUOT1/2P+GfgZBAZ+naD9SFlAhLikPrpECEpQrSyymDCpIB3m2B31ijtRzKDDkm/z3/Af0AAAAlUGawC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93Jw1DsXc+dEXw/F/OTkveEOa75+TWpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAAAl0Ga4C6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VJw1CTg8h+sB9Tf+E+PfJyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAACcQZsALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3cnDUAZrvoRfrf+cQCDf94/D8uXk5L3hDmu+fk1qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAAAl0GbIC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VJw1ACLu/4/59/3Hw/b7k5K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAACZQZtALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7y8Ve+r/JW8fydVfL3cnDUOoP5+cQBTKn3rPwnzU5OS94Q5rvn5Nak5r3j+63gh5Nb+6rhjl3qXu95Oaq4S7uuL4u9d1cdxWt63GcVe97wxxfVdVB/AAABGkGbYCqAZvDkACMRGFFozQONGS5SqAAIBhcUWUWmm7XhKBgAOjOX4ioz6xIFR4DCABMI0VvgAWjAcD7FMxykEv+4BS+Y+z4mNgCQTm209oeAGCVNfwZA72M9wAVWAcZWHRsiF2tAwDCfz8ANHkQ6ncg0BkDG/nUOIBmlEJjy4LOslix4n/78/+GuFcABI1jZybt3xWh+bylAENjhnnHnvj1uIMHi7w70AFsDVDJpI7TjjWqwfEYwlJbK3/7hABFc0IBQrQIiI73HQOUxDxkMJWPAJAy5FKQogn+cEz/wz4ACAoJWPWZvBsvY8Hiv9bAB9QAUeKuY1pC1c8iRCFLL7OEulVXwwgCYxgHcATDbJJdvvSO7f9XMlPwH9AAAAI9Bm4AugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91rLxVa7r8l6x/J3d8vVSc9fh2TdyclawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAAJhBm6AugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vdycNQiebn5BsCD/nfh9fnycl7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAAJJBm8AugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91rLxVa7r8l6x/J3d8vVScNRiV9vw9ZOTkrWEOaq5+Te5OatY/u9YIeTevu74Y5dbl7rWTmu+Eu6vi+LrfV1HcVvW9RnFVrWsMcX3fdwfwAAAAJlBm+AugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vdycNQgeG351YCDW7138PyWeTkveEOa75+TWpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAACaQZoALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1UnDUEviV+WAQf7R/+vwnz8fJyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAAASdBmiAqgGbiAQYAXYrWcqODvgAesxC7V0cFxc3wapich0Jd4Bm8mB/QChcHf+tTjBgGfcpCoXz37yoQMw1cyE/GGZ1/3STpZkTv//hWgUkELXkAJBxng1p7pUmV8ADyKR61WPI1vDcACwBgAEFZMhDJxAWmXUIR/8AM0aRlsXRef3SskA9AKSLIskWT1eCABOYwG7U96AsnG/ayyvIIf9+3N7qq8NcNQFkmxvKoWy17tlPn7Kie8MOtYn1JL5+64GkZJ4wNYcDgcRjKC4EAomuBBCC7P4QNYI5Lc5e7qocCIC1O7k/GwKQjD8M9AAwAwjJ9XC1yjQfXlX7e2wTqpQxA5i6RR7SoQDBB7FBpoRMGz/BhACc5wA6BleJAZUVRCXvv+v2vnwH9AAAA2UGaQCqAZvDkACuARmcChKLwlovYqHABAAZaxG329Q+LxIm3vcAAIBIMGXtDIcap71T0yGNCAARGPFRwAPQGFfaLIOUqdvcCAX69fExsAKTOPPa+hAARqa/hhA+gzuAC9gOMrD98ilVmwMAgn8Bj4COnpPIaDAxv88GgAERIUT+dw8oAwzHyg7XP7dv7DXDUMABGIhxYX7kP4g/SIYGZtt9wdv//DPwBACv0EOZV7yKuRZE58BBhmiXsKRm2f0IlJOGGEBIQh1YIRV/aycfpW/7/wj1a8XP/Af0AAAB4QZpgKoBm8OcABABYCuJ9Kgi7+UiNnGZnyAfhjwAqWTh2J8uAAXkgc1N0cBvhrowANQPamGllBVljl3EP5iIc2Uc4lHwCxCqsXpxVOSy8ohRVPkwq3paEBKYoQkYoGUIa6glRI6KpB78DjHJutR6gnhn+9/1TiA/oAAAAiUGagC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93Ecl7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAAkEGaoC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VJyYCDVW9fJyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAAAJ5BmsAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93v9SNJxV76v8lbx/J1V8vdycNYwA/5sAn9ej6n+AQXckbt/JyXvCHNd8/JrUnNe8f3W8EPJrf3VcMcu9S93vJzVXCXd1xfF3rurjuK1vW4zir3veGOL6rqoP4AAAAJtBmuAugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91r9TtJxVa7r8l6x/J3d8vVScNYAMGqVV3vywEXuWHL/k5K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAAAXJBmwAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93v8OQAFdEmN/iZV3AAAgHgoVEQTYoP5DFOnUCb/vkAg42ESTx0NKf0B6VekIhmYYrnHKKMICAAQhBIqOAB4BVByfhcHEMz++4BJ0fufqYmNgCQRxfVT2lQAiYFr+B6Ad5DMOAIgDjKQKhIxkv9mwDAEF/gcZB4AMlvSt10GgzAh/51EoABESmFpcF6FcpHRodJ0fRP/nv/vir31f5K3j+Tqr5e7k4ah+vQRij/KBCSaKUMggLhN63Wv/x+MV92/+l/wroyAMIKmVbJOPrteAACAWAKGoST6IE2CrZF+5FPhh4wLuEBIQjgJCN+5WFaUk/+/4zeW6l/3yXvCHNd8/JrUnNe8f3W8EPJrf3VcMcu9S93vJzVXCXd1xfF3rurjuK1vW4zir3veGOL6rqoP4AAAAm0GbIC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3Wv1RUE4qtd1+S9Y/k7u+XqpOGsCDUss+dMJnGvfDKXnyclawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAAl0GbQC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93Jw1hjuvLBHsf4nwi+Lk5L3hDmu+fk1qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAAACRQZtgLoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvda/PjHht1eN0JxVa7r8l6x/J3d8vVRHJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAAAShBm4AqgGbw5gAIAAICzi2Aa2pGFNAsk3wGoACAMYw8uNS4hIhAiu17Gq/uFLSl+nm+EBdyAffAAtgjkWQTtExS27gAGxdEc+YSb/fuIGwAessD+wFC3ff8wM7gDAGPaGQrl//z/EQABACINYKcAfrB0CgOB9KwxN59f9/u4OGABPETDeoJy1obiBoUEG2WfmbMMF40AXIxOyzz7MnKLCiT955dn1EUw1w18OiDV7R7JRtgh9UxaYROcMnVNUHuZkaDbsdmKlgQ1bxjkenvvgguRwlMoE5EXYGgcyWiG/Ak7RanHQIXhh0/4ZgCYMiRrYn1VFNKeBrIJXAAAgDABgiLHhVjBehXxMjDwYYQABMOWWESIrD5VEKK/SBqL+v/dVskQiE3vf8B/QAAAIlBm6AugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vdxHJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAAMlBm8AqgGbw5gAIAAIC5mAgBlLxgmVBevHYacYMBCywccDjy9gJlJsCAARnEhdrgAUwBECxMrGpWtNjgCq0ls735iY2AIxmzbN4jcAm1N1vwpA2B5yAK2A4ysOjxC5/9moMAglOgcBFzUa2TRsOA1BkoQ2PIxPAMRT0/BABEELP+uL8ELKEQndqvRGG2QUximXat7+Q1yeY+/hn4LlXANo2GJ/lBqegAAgCgDhaNTwhWo82U2lvoPwiREA7QJrH6i8xqfB/tx/Af0AAAACfQZvgKoBm8OcABAQVsEOX9Qs+jhjPWCwG1JjxNNQXz/ggURwgLlJwAXlLH0LRuvcAD02PwbG5hv33hv10udqtvhnCF77tPzH+6eeGuGvkM5gma895wRh11bTo2AAZYRgADABuQ17BgJO07BGPlbhRLTgSTQQBOY80RF8/LwJfDUQmZqhlfN/wzpRFVdPW3hyJr/f3f/9X/aKrPnl/wH9AAAAAkUGaAC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3Wvz4vHb3k4qtd1+S9Y/k7u+XqpepBXyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAAACZQZogLoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7/DngIXuj9GPDkv7wSNn8WTir31f5K3j+Tqr5e7iOS94Q5rvn5Nak5r3j+63gh5Nb+6rhjl3qXu95Oaq4S7uuL4u9d1cdxWt63GcVe97wxxfVdVB/AAAAAokGaQC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3Wvw54AQf3/H/3tFRwCN7p+9w4toTiq13X5L1j+Tu75eqk57f9Al1cnJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAAJFBmmAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vLxV76v8lbx/J1V8vdyc+WH0uH45nycl7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAABL0GagC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3Wvw5wAEDMTFKnH8wFUKmy2jMHh/TiFQlDvv6ASSfACyzoUf5/XnAA8ZnTKPjO1G3vDc5TleTiBochBscCKbCWpnAWIxFZDk7iJQkPAi0YS8hcx2Kwb4qtd1+S9Y/k7u+XqpOGvgwjnGi1vfnrGZrqIEZgA4KBm0EsiM4V691P1N+BqDaPI1N+/97/hnxhyCrzNsiiORwYcIBKUoQWZueMVd201JIvKaoYfEgRIYIpxyCjL3/fJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAAANBBmqAqgGbw5gAIAAIAwDhub+ROBaxbr2jZiT4EygACAKn/gDwi5+obIHAQAiMWKjgAeZBkJv2+hXnfu4WRUOJjYAcmb3tPCIAYNgtf4ZAdYZ3AClgPMrDo8Uqv/ZqDQIJTgPaNthcRN57798FQYGNT4KcD+AzSiEx4IFWgW3ggTsVPs/339yklmZ83mAHbIy9qTJv3CDfCsAQxUYpxTeSv3pY7gAAQBgoqZcvtROo4q78N//Bh9fvb822wYcKREgLhLySKlgfFFhh4h+fH/Af0AAAAnkGawC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e/w54IvHJuKjhHjbycVe+r/JW8fydVfL3cnDWjl5PyhWafycl7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAAA2UGa4CqAZvDmAAgBgaARJVBM6jHykxx/kZzXeOLrhTNR4AePBKxyH99wV5xeIGwAXZMD6QChsHfegK7gDAEPloZC+f9f4P9gACAEwmghwfx6wWBQHA+lYTxF6//9TocDPZDcnzIcv+fgBKGmrgguik9N9E8IAEXKCJGYAicvxIt/6U4TUqGclIzeP/e91gDebF3JUL5vDfCsAYYliAidKIreUB+rUiDwAYACH2GBTBnHJORnOlA8DD7GkqJJIGHCAAIhSSQAgSA5DsERUZ0BdAP8F8hv6f+A/oAAAACaQZsALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvda/PjHhDjrgAx6/r/+E4qtd1+S9Y/k7u+XqpOe3/Fvk5K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAAAJZBmyAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93v8OeASNfQIxUcEz7y/k4q99X+St4/k6q+Xu4jkveEOa75+TWpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAACWQZtALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvda/DnhxJ68eCVqpwJt4YnFVruvyXrH8nd3y9VEclawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAA0EGbYCqAZvDmAAhHAwB5P33gkkjm19EbV2QAgABAAJSBI4x9uYIWXwIAExhQu7gATMgrBfcJ1q73Bs7mJjYAkEz3mnhOAE2G5fwpA2B5yANQOJ2H7xS4/9nEOAY9OgNbTKIDQl6K+/fAqDIELbycQDEYSn4ECpECpsI+G4XxIbe2JUUnNQDUf9KKu5o5gC9k1PRMT/eoLLTw3wrAkAFA1DYdgrFf0WEAIgCqQF0c9W1HPG2BHw/e2bMb9Tu5XDDgBcqcHphaxePjVNv+k3b+A/oAAAEgQZuALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7/DnAAVyJMb9iIV24EBPwqCS6okXVgliAEpfAOpPb94ANxaFKTqTPnhv6fFoE5VguK/PCCiuELJYAQuYkO3cItzQ6YF2RmCeIKhagN8Ve+r/JW8fydVfL3cnDUPhACLwBTCBqGF2VTxr/0M4hWnCG0/v/vwFRod6ditsuh+GeAgAsA26TyCRpYufbr/hCZmEBIQmYLY7R0tX73/4ZufkKEBsKMDDvkveEOa75+TWpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAABGkGboC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3Wvw54ACGAHe0TUhw1sQkTb3swhSMILuTgAc8gnWRSoxncADqTGKpUUz2kv94b+TRQtdYzv94GvA7LFfWJHf+344zjGy/a98VWu6/Jesfyd3fL1UnDX4MDuoI6W3bapgyK/mkMD9BBcjw1mo2Qz5+CC/Qdi7YhpD+f8M8AGGICnG79Il3xBsz9/wNkEC7vV/vhIn/83/4QSVCNlpRYW8MO+StYQ5qrn5N7k5q1j+71gh5N6+7vhjl1uXutZOa74S7q+L4ut9XUdxW9b1GcVWtawxxfd93B/AAAAI5Bm8AugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93v83m5OKvfV/kreP5Oqvl7uXqQV8l7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAAmkGb4C6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3Wvw54ImjMXG8Am7684Jv+E4qtd1+S9Y/k7u+XqpepxXyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAACbQZoALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7/DngAifrv7/Tf4BJ6835icVe+r/JW8fydVfL3cvUgr5L3hDmu+fk1qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAAAFkQZogLoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvda/DmAAbAAEAJnAA4aOEUzUrdeQBMxxSHqNMWUNQUZSCETONqHXCAEUcE6HrHxKE4WbmJjYA0E2bM3iJwAwbINGf/QIDrDO4AfMA83IFV4pkf+2mHAEGy8/wZCESSlUFusJg50GUEP+KKUAxqlhcfBAJxEBBZygZatjIg+55pCHwTDuJxzH6D9AsUaCMp/zYPdgB2GRRNz6rpct+3e+KrXdfkvWP5O7vl6qXhX4Dx9AGCWJ4mi2oy9eQABAFAILmk0i4+a6D8BzYZQV9vD1Sb78GHCZyFKzBQh3/7ziIiISM2QiMnh4z83fnvkrWEOaq5+Te5OatY/u9YIeTevu74Y5dbl7rWTmu+Eu6vi+LrfV1HcVvW9RnFVrWsMcX3fdwfwAAACWQZpALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7/DngEPr3N2xKPDdKeTir31f5K3j+Tqr5e7iOS94Q5rvn5Nak5r3j+63gh5Nb+6rhjl3qXu95Oaq4S7uuL4u9d1cdxWt63GcVe97wxxfVdVB/AAAAA0UGaYCqAZvPb/Dqi4gbAB8WA/sBQuDt9An/AGAMe0MhfL//n+H4AAQBCDaCHANfWCwUBQNlWEcTIa//8AZeu+W8BTfS4xMmCR7/g7GABS44fZ8ITav+P8hYQCP3BESuAFzCFTUYqZ+1x8BM2YJD/EWikDhypRXuhD8AXpAyk3KjMKW42G+FegCBTHFuT3AXYWbuP4AJgiZOFgF+4oI4xKrQn7w9SIEYGKwgELFCTyD+EAIVZIWUAqRIWKxMwQ0J5z2zNjeqVXUMMZn9Fy6hufgP6AAABIkGagC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3Wvw54ACAgIERYrVtVFtVlLQ0aECzLwAUb5JP8f9wAJ8FmdXKi4hPDHsPpoTiSlZTt/DN0wQEhXCBcjYEswEDsiySFM8xr7z2PdoiAwRc0561oLU+B3xVa7r8l6x/J3d8vVScNfgAEDIeIX7Lu3eF7TNQziFZOkbTf3WdfipWh+GfgAgthvf0482aaWfwOhhwneERI3EiJfpI2NQw/BqK1MRmptnOUGHfJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAAAjkGaoC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93J1In1Ol8l7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAACaQZrALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvda1w3wIvRv8+JzgQnvL8N/b4qtd1+S9Y/k7u+XqpepEvkrWEOaq5+Te5OatY/u9YIeTevu74Y5dbl7rWTmu+Eu6vi+LrfV1HcVvW9RnFVrWsMcX3fdwfwAAAJNBmuAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vXDfCXNLb+HbmN8Ve+r/JW8fydVfL3cRyXvCHNd8/JrUnNe8f3W8EPJrf3VcMcu9S93vJzVXCXd1xfF3rurjuK1vW4zir3veGOL6rqoP4AAAAE4QZsALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvda1ExsAcEzbfxKABEo+v4D6QDtYDzDgXYBsrBUJGMnfvQQwMLJxgAXmxaugKLvmKt+C+WYs609BoDICCfrwKgAFRJYSlgQLkYILKoBD9bc8wN5rdXf/fgLlABh0Q3KJqCblgAFCotAtQ6/fFgAcZgjKx3E3WQ/D2WTg+KrXdfkvWP5O7vl6qXhWAORjIVBVaglTGo8UEaBoGQxApCTkgw/f5gyhUz57yyXhh307LEltv5siSiSJJH+/84Jt598lawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAAAiUGbIC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e8vFXvq/yVvH8nVXy93Ecl7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAABL0GbQC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3Wvw5gANRGNUI2cVKkf8M4d7SkhmLpHlxdA3BvCI1JwAb1neom9wAOxBlYSdRi9e7w38QRxHo55SXlLY9YfhlcctPrf6yyWv0MIkZhCZFgiWthfEQ/vPwL+HMLiLXbn+98VWu6/Jesfyd3fL1UnDX4AMyjeMImN8kqbYEWUM4hEyOK+jiPPwcTINCjathz/hn4DAN6iIGn09Joj6Lo6DDgBCBK5Z+2LMz+l/8ERKNzADcFJ+f98lawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAAJVBm2AugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93v9Ti+G+H7+H7h5XP3xV76v8lbx/J1V8vdxHJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAAAJBBm4AugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91rXPQG/h2lN8VWu6/Jesfyd3fL1URyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAAAEnQZugLoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7/DmAAxshMpX6CclPfBiODEIX+6wI/yrN3gX4IEjPwAgjyk8384ABbERy5ykYbveG/3OZlqGQqED9cWmTGN3yt13m0L+kZwIAJhWhAJSEwKwisD8VVne/fhKhhvLvDcX574q99X+St4/k6q+Xu5OGvgEK5TYucgThplr9DIgCdJod+A7JrI5i/SH4Z+gAPIBatkYoM6+86GHOIGy2JL0lt7+//GxlXaO75mgYd8l7whzXfPya1JzXvH91vBDya391XDHLvUvd7yc1Vwl3dcXxd67q47itb1uM4q973hji+q6qD+AAAAP1Bm8AqgGdxvABsMhSkIUl377gSMB4oA0HPcIUAm23Gn32BEAAQGBAtaAGMb9D8wOIAI98aajLYly8CIYAGBiHGcBk33vnRG3wbfbp/AD9AYURGcCLRdp58kDLiXB7BkUtVtlvkhGEzCGACQEdLLgxcaAIKx73QEkHXv138zDHb+ki+rkesurhAAEAw9gJZMACqmwMTJjHa0nAIR6l11eN4Ra/doUuIYxTqHTKX2AwqL7ILUEzWzf8HtIFeTTCPp5oGnU464N8K8Z97P8/AAJ77X4AOAWnPMP0kghFGMpAhBRJAMOEh8pBB1sI41kEls3a3683s2bP8j12P4D+gAAAAE0Gb4CqAZ3DfDMEYyi/hnEYBGYAAAACdQZoALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvda1w3wAMDP/ur4MqcAZW6udf74qtd1+S9Y/k7u+Xqpe5a775K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAAAJxBmiAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93vXDfDCD86A3AGP9WXfgBrfX1T73xV76v8lbx/J1V8vdxHJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAACcQZpALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvda1w3wAIDf/3UGv4IfH3I3xVa7r8l6x/J3d8vVS9y8D/98lawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAAAkkGaYC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e9c8ouAMrXXPt/vir31f5K3j+Tqr5e7iOS94Q5rvn5Nak5r3j+63gh5Nb+6rhjl3qXu95Oaq4S7uuL4u9d1cdxWt63GcVe97wxxfVdVB/AAABHEGagC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WtRMbAETM88/hUAI1PL+GEB1hncALsAeZWHV8imQ48tAMAwv8AAbEZiYrIphykvD0BVDj7C+aWS3/AFEInboh6CA1Qmsp+gVAZAQ9LgY0QBiQ4u1wIBdsESMYAPPMs90y/68GE845/3YCUImO0FZ6V9QwQyJJINUj9+FRuAB8AZFmHs4u2GXQ+te/HxVa7r8l6x/J3d8vVS884s7xnYYr//fJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAABLkGaoC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e/w54ACDYKszEpM84EyIHTUAkk+ACJ69Xt7gAPG2RGNs75DeG4ACTGRi8ZP8WhbkB8KRSEiRkYiOBnITcc73ghEkn/8EBI7hAuRsCTQNtfLySkw5Df2IIHqDChOqK/03Pvir31f5K3j+Tqr5e7k4a/DMccp6hLG0n0lmVIeACYzeu/7b/lyaycyZqH4ZsEWAqQ40Bvs3wylHJek01ZI9NddHw0ileKV0v3/5HKf7iyv8yww75L3hDmu+fk1qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAAAjEGawC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WsvFVruvyXrH8nd3y9VL1SC+StYQ5qrn5N7k5q1j+71gh5N6+7vhjl1uXutZOa74S7q+L4ut9XUdxW9b1GcVWtawxxfd93B/AAAAAoUGa4C6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e9cN8BD+qevPFnAGNurZ+fgDNr/fvb98Ve+r/JW8fydVfL3cvVOL5L3hDmu+fk1qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAABB0GbAC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3WvwSeABMX1x0KE1qlko+G4ACMAKCLKwe78gYdDH5OHptvG9PRW3H/YBZGzGTrXMojOCJNhCNmwAPHo7JMnCbvb8ADwlXC6XeoCUPd+98VWu6/Jesfyd3fL1UvDMCcAS8IZhHyHAcnEn+eIIgxDFGGKIGIKLIeGFlBAJSlBrEX5EFhf8EiGK3Ix5ovpf98lawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAAkkGbIC6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e9c89wzD2v3xV76v8lbx/J1V8vdy9SJfJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAAAtkGbQCqAZ2IGwAuTA/sBQt1f/MB/4BgCHy0MhfbfX+IgACAIQbQU4A/WCwKA4HyrCeIvX//quAA0EegMKcTmgRVE1PhtKxwlZVVzxCNMQAimYsUESyM38ExzHZwHcssOrI/38oQNoUGG2WnVFtTCRogAiAC8WvdPEy//+cKhnERtbD34AUHnQRTK+EweybHJETOY9v3mCpR8ACwSKK1edMHijMUGG+eItN+bu+TPr/37/z//gP6AAAAAmkGbYCqAZ0TGwBoJtvN4iAAmzX8DKA7WA8w4GoHG7D94pcf+8pBygY9nAAJAAF2AekL7aHKmHSsT2kbp7QkHv3hN03V32XbeBFIGKtEBBl+8zJAW8K6aPAj3vQYjgGaGHS4ECuQKWYAHtF82lX+wNkZ2LL0//eAsMZwiU76ntn/7qSxsj+VH4DnPPACwRRfXSaUTvBn3DIVAIzAAAACJQZuALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvday8VWu6/Jesfyd3fL1URyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAAEGQZugLoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7/DngAcx70RLi4cW7SLH/AIv1Ozw3AATAANCgN+lb2gtAqUJP39L8DiQEQEgM15SBKRQl9wBkODmo8LNElPCH7H+CCzuEmRYAHOMgb1SORgzfgQExUwiEcJQh0mG+KvfV/kreP5Oqvl7uXhnYMLmIPJRyEIvvezMzDfqdXdfDWzFXv3yJszmec37h/fJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAAI9Bm8AugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91r9Uw+Xjmm+KrXdfkvWP5O7vl6qI5K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAAAKBBm+AugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93v9Uo+G+AQ+777/3AEjqrfBvwAze/78974q99X+St4/k6q+Xu4jkveEOa75+TWpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAAAoEGaAC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3Wv1TD4b4AMf6677f7gRvRv+fwCbX7+N974qtd1+S9Y/k7u+XqojkrWEOaq5+Te5OatY/u9YIeTevu74Y5dbl7rWTmu+Eu6vi+LrfV1HcVvW9RnFVrWsMcX3fdwfwAAAErQZogLoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7/VKOJjYAcmZ55p4VACEp5fwZIB9gPO4ANWAONyBUJFM3/2DM+QNoUGL0AAgBlAhpToWN4xNEQoX8pz3LKTP/vACIABLA6cYE2lB/VX2r4DMHC908sUEUk7Hd14PsMAA4K1xUTWKb4GAPNA2MAFGJJa6pLv+A+eiO3PfUAkY05N8mMQmjXtFscaclIHq3/4woYsAA4FYV8grpaf+AjPZ9sp/7z4q99X+St4/k6q+Xu4jkveEOa75+TWpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAACPQZpALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvda/VMPl4a598VWu6/Jesfyd3fL1URyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAACfQZpgLoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7/VKPhvgJf3f9nz8YCdqq/u/Agf0d/vir31f5K3j+Tqr5e7iOS94Q5rvn5Nak5r3j+63gh5Nb+6rhjl3qXu95Oaq4S7uuL4u9d1cdxWt63GcVe97wxxfVdVB/AAAAAlUGagC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3Wv1TD4I4R+C3dIhkhXxVa7r8l6x/J3d8vVRHJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAAA0kGaoCqAZvVKPEDYAXJgOpgKFur/5gjoAwBDWh0L7P95/iIAAgCEGsFOAP1geBSA4H0rCOIvPf//gAMAxxm33gQZbr/VpjuEXGNwdHATVJzRnjSloCAgIi4PKJZF0AgpYTxoC+MIALbEXSqxZMNQ0qrA2hQYbZZzyi2p8J6AAfKs7+ScwWgn5T6M9QHwzvuFJaa5xLHEYhaKh+/PTAAqQNzdY7PcwKH1p+z0G+GYA2QqrF6U5hlq5RRmOaHOKlcGGRHRm9VZyY3P4JC/y3o6l/wH9AAAAHxBmsAqgGb1TD4bgAIANDIEFNm1Z268QMDPiIBUGqRFeqwWm6nwxFRlD4rRXCrbzxgiDnreIct/KgvO8Cps5wAmNSWYZ8fHh1FTwB8E7LgffHmqbt4b4Z+5mQ0KTodiFayQIwTKOIMIKvg/Igned6uUfAivFFhKkK8DDgP6AAAAl0Ga4C6Av8JVf1UM961fGb3V3V33X8Id3d+tQv3rXy3vXd7y8Vet9fJWsd3rcnd733e8vJe/xVVVVXG8nVVzXX973L3e/1Sj4b8k0XP5ERX1vir31f5K3j+Tqr5e7l6kFfJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAAD+QZsAKoBm9Uw4mNgCgm82/hAAMMk9fwH4gHWhvpgiwHE7Do8UqP/eAS6adltMABABkQDEVLwSy4nI4WHeAQRjblNVrcUlP/94CCArwxJLRlRIRytYt+MgjgHXg5hVBXITff/bnd9r0How/HO55nqb/YEhWudrsQ7YBgSsEDmUAFzGQmUqpJ/++BK61vpngEmQF11JtCvhDX/bPg0eYiizz8YSUADwWDJTHL8tsCP9gI5IS8mc7EQXEw7A1pCuEO5KBS1h6J0loCIgip4h0B6Mqyz5QFuNnvY3/eSgcjIB56gPd8aIcVkBogIQwj+Yi6BWvltSNvyKl71s34cAjEAAAACVQZsgLoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvda/VKPlxw//vUwvriq13X5L1j+Tu75eql6nFfJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAACmQZtALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7/VMPhvADL7uv/HS4zgCL/qrr/MZAFWq2cOu98Ve+r/JW8fydVfL3cvUgr5L3hDmu+fk1qTmveP7reCHk1v7quGOXepe73k5qrhLu64vi713Vx3Fa3rcZxV73vDHF9V1UH8AAAAJZBm2AugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91r9Uo+G8Jd7fFxyr98VWu6/Jesfyd3fL1UvU4r5K1hDmqufk3uTmrWP7vWCHk3r7u+GOXW5e61k5rvhLur4vi631dR3Fb1vUZxVa1rDHF933cH8AAAClQZuALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7/VMPhvAIm+iuvxFhgCX98/4x+AGWuv//dXvir31f5K3j+Tqr5e7l6kFfJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAAAnEGboC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3Wv1Sj4bwReeDeNwn0N3h1I9viq13X5L1j+Tu75eql6nFfJWsIc1Vz8m9yc1ax/d6wQ8m9fd3wxy63L3WsnNd8Jd1fF8XW+rqO4ret6jOKrWtYY4vu+7g/gAAAAVtBm8AugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93v9Uw4mNgDgmbb+IWAGQbKv+B5APxjNYApMBpyBVbYpU9+ABLTRfBqRFtAnDF+3dKccm1/t4AAIAnCQAKuox5KonqT40X9f8Rkfre/yACgrVOSxCHyDQ4BMWADHXqNpb/gJV1R024AgI8Su8nViQ/AiuVwAOgXUwa9jlE763x+TMohtiYdgS0ssgICISgYwkERUesAikkiJIWREYaMOPMW7wnNns5Jb94lCTExnqH5OBDSYRevPQNzEUlqFRLP//0EMiZxylZB//w3fvr995/1xV76v8lbx/J1V8vdyxFSCvkveEOa75+TWpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAAAJNBm+AugL/CV193DPe93xmtXVXVdX/CHVVXvcL9738ta13WsvFVvXfyXvHd71J3Wt91rLyVr8Vd3d3xvJ3dc1X/etS91r9Uo+XCLl7/fFVruvyXrH8nd3y9VL1OK+StYQ5qrn5N7k5q1j+71gh5N6+7vhjl1uXutZOa74S7q+L4ut9XUdxW9b1GcVWtawxxfd93B/AAAAChQZoALoC/wlV/VQz3rV8ZvdXdXfdfwh3d361C/etfLe9d3vLxV6318lax3etyd3vfd7y8l7/FVVVVcbydVXNdf3vcvd7/VMPhvD1T8w4Aa/vp+/l14BM9+irXvir31f5K3j+Tqr5e7l6kFfJe8Ic13z8mtSc17x/dbwQ8mt/dVwxy71L3e8nNVcJd3XF8Xeu6uO4rW9bjOKve94Y4vquqg/gAAADvQZogKoBm9Uo+N8ABYPBpg/Sh9EqmCIACGDseEDnbtDZtDGeaCPzAWg4DR0ggjix+NIRL4Yq3lkvEr9VJruuspvripzmRz7/jGxzFKGJQw9xphB794MBWlh4SUvEuPN9J4jEmsAqCADQTMYob14kkPG/BgACAGAGhBkcQAwzyJnVeB8E7APa9CVHf++UH4DiqMA/xGjlpd0Ab1E5Pgg2rNnr8LfUYnRCk7mchXD4GOG5L/71drBUiIuf/wfAwodkt/fFWclSIk4//B+kRCRDCYhiFKQGIASE5AhbNIasR1UQPlJkkLqVU5w7brPbIBGIAAACjQZpALoC/wldfdwz3vd8ZrV1V1XV/wh1VV73C/e9/LWtd1rLxVb138l7x3e9Sd1rfday8la/FXd3d8byd3XNV/3rUvda/VMPhvCXh/h/TgyAGNul15+ACbrr+/d74qtd1+S9Y/k7u+XqpepxXyVrCHNVc/JvcnNWsf3esEPJvX3d8Mcuty91rJzXfCXdXxfF1vq6juK3reoziq1rWGOL7vu4P4AAAAJpBmmAugL/CVX9VDPetXxm91d1d91/CHd3frUL9618t713e8vFXrfXyVrHd63J3e993vLyXv8VVVVVxvJ1Vc11/e9y93v9Uo+G8MpPXKjPBF4/r/3xV76v8lbx/J1V8vdy9SCvkveEOa75+TWpOa94/ut4IeTW/uq4Y5d6l7veTmquEu7ri+LvXdXHcVretxnFXve8McX1XVQfwAAAA9UGagC6Av8JXX3cM973fGa1dVdV1f8IdVVe9wv3vfy1rXday8VW9d/Je8d3vUnda33WsvJWvxV3d3fG8nd1zVf961L3Wv1TD4YgAWAMGSUYWoen+jhoz/3AKInQMFaYr4n4IoSuAEMEdx4tRzfVuM7dW0QvwfQGJe+Kk8Ys/56uajXp3jZfzPF3XmYR0qIUGleAGZLQKAs1DDU/3r9XAAsW0KmBYWPuMTJ2MbJR+HK+KrXdfkvWP5O7vl6qXqcV8lawhzVXPyb3JzVrH93rBDyb193fDHLrcvdayc13wl3V8Xxdb6uo7it63qM4qta1hji+77uD+AAAA30GaoCqAZvVKPjfAAVICNqXAsXNmlqsXrAADgEBTNDeGkkU06Dczys6ABA5ctKYYabteoQIyocGMFhKxQ0VB/BhCTxiaBUoq4faKFXIfAAIDD2HdQ4jEj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controls>Sorry, seems like your browser doesn't support HTML5 audio/video</video></div>"
      ],
      "text/plain": [
       "<moviepy.video.io.html_tools.HTML2 object>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# #绘动图3d2#$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$\n",
    "duration = 10 #总共的时间       figsize代表横纵比\n",
    "speed = 1.0#播放速率    \n",
    "\n",
    "fig_mpl = plt.figure()\n",
    "ax = fig_mpl.add_subplot(111, projection='3d')\n",
    "\n",
    "\n",
    "# 使用MOVIEPY让图动起来(根据时间t来更新图). 保存为GIF.\n",
    "def make_frame_mpl(t):\n",
    "    tNorm = t/duration      #0 --> 1\n",
    "    index = int(number*(t/duration))  #0 --> number\n",
    "    \n",
    "    ax.clear()\n",
    "    ax.set_zlabel('Z') #坐标轴\n",
    "    ax.set_ylabel('Y')\n",
    "    ax.set_xlabel('X')\n",
    "    ax.set_xlim(-lim_const, lim_const)#设置刻度\n",
    "    ax.set_ylim(-lim_const, lim_const)\n",
    "    ax.set_zlim(-lim_const, lim_const)\n",
    "\n",
    "\n",
    "    ax.plot(x2_plot[index:(index + 1)], y2_plot[index:(index + 1)],z2_plot[index:(index + 1)],'o',ms=10, c ='blue')\n",
    "    ax.plot(x3_plot[index:(index + 1)], y3_plot[index:(index + 1)],z3_plot[index:(index + 1)],'o',ms=5, c ='red')\n",
    "    ax.plot(x1_plot[index:(index + 1)], y1_plot[index:(index + 1)],z1_plot[index:(index + 1)],'o',ms=20, c ='yellow')\n",
    "    ax.plot(x2_plot[0:index], y2_plot[0:index],z2_plot[0:index], ms=0.2, c ='blue')\n",
    "    ax.plot(x3_plot[0:index], y3_plot[0:index],z3_plot[0:index], ms=0.2, c ='red')\n",
    "    ax.plot(x1_plot[0:index], y1_plot[0:index],z1_plot[0:index], ms=0.2, c ='yellow')\n",
    "    return mplfig_to_npimage(fig_mpl) # RGB image of the figure\n",
    "\n",
    "animation =mpy.VideoClip(make_frame_mpl, duration=duration)\n",
    "# animation.speedx(speed).write_videofile(\"3body3D.mp4\", fps=30) #输出mp4, speedx表示播放速度(1.0为正常速度), fps每秒帧数\n",
    "animation.speedx(speed).ipython_display(fps=25, loop=1, autoplay=0)"
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