{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Geomagnetic Indices Plotting\n", "==\n", "***" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can easily load data and make stackplots of Kyoto Geomagnetic indices." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "source": [ "%pylab inline\n", "import datetime as dt\n", "import numpy as np\n", "import matplotlib.pyplot as mp\n", "\n", "from davitpy import pydarn\n", "from davitpy import gme" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#Let's set a start and end date...\n", "sTime = dt.datetime(2012,11,19)\n", "eTime = dt.datetime(2012,11,20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## AE/AL/AU/AO" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#Now we read in AE Data...\n", "ae=gme.ind.readAe(sTime,eTime)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYMAAAEGCAYAAACHGfl5AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nx8GNgeM4joMbA8dxHAf4f1tli1nZxSvSAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#You can plot AE in one easy command...\n", "gme.plotting.plotGME(ae)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjIAAAI1CAYAAADMyRDhAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n48QWN2Qcx3Ecx4kt/w/vgjF4cJbLRAAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Or make things a little more fancy...\n", "plotsTime = dt.datetime(2010,11,19,8,0)\n", "ploteTime = dt.datetime(2010,11,19,12,0)\n", "\n", "myFig = mp.figure(figsize=(9,10))\n", "ax=myFig.add_subplot(311)\n", "gme.plotting.plotGME(ae)\n", "ax=myFig.add_subplot(312)\n", "gme.plotting.plotGME(ae,parameter=('al','au'),NoLegend=True)\n", "ax=myFig.add_subplot(313)\n", "gme.plotting.plotGME(ae,parameter=('al','au','ao'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SYMH/SYMD/ASYH/ASYD" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#Now we do the SYM and ASYM indices...\n", "symasy=gme.ind.symasy.readSymAsy(sTime=sTime, eTime=eTime, symh=None, symd=None, asyh=None, asyd=None)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAiwAAAI1CAYAAAD1rqG6AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd8FGX+B/DPk2yyqYSmVAHpCAiiKCAlAmKhCFZE5eQs\nZ0M8FBuegCfKqWfh5FBQ5PB+go3DhhUIIqgovUgTAxaKEloI2bTn98eT2Z3dbMtmdmdm9/N+vfLK\n7uzszDM77TvPPPN8hZQSRERERFaWZHYBiIiIiEJhwEJERESWx4CFiIiILI8BCxEREVkeAxYiIiKy\nPAYsREREZHmWD1iEEElCiLVCiPfNLgsRERGZw/IBC4BxALaaXQgiIiIyj6UDFiFEUwCXAnjF7LIQ\nERGReSwdsAB4DsAEAOyOl4iIKIFZNmARQgwGcEBKuR6AqPwjIiKiBCSsmktICPEEgOsBlAFIB5AN\nYKGUcrRuHGsWnoiIiCImpaxSSWHZGhYp5cNSymZSypYARgJYqg9WdOMl5N+kSZNMLwOXncueiMv9\n3a/fodvL3TB33VxgMoDJ0T0OWWnZE3m9c9lj9xeIZQMWIiIrcpW54Ex2wulwml0UooTiMLsA4ZBS\nLgew3OxyEBG5yl1wOpxwJjNgIYol1rDYVG5urtlFMA2XPfFYabljXcNipWWPNS476Vm20W04hBDS\nzuUnIvtZtG0RXlv/Gu4+924MfH0gAEBO4nGIqq9FixbYs2eP2cUwVfPmzZGfn+81TAgB6afRrS1u\nCRERWQXbsJBR9uzZE7SRaSIQIvweS3hLiIioGtiGhcgcDFiIiKqBNSxE5mDAQkRUDa7yyoCFNSwU\nJ6ZOnYpOnTqha9eu6NatGwYPHowHH3zQ/fmePXvQqlUrHDt2DLm5uWjRooXX94cPH47s7Gz3uJ07\nd/b6fMqUKXj22WdrXE62YSEiqgZXWeUtIdawUBz45ptvsHjxYqxfvx4OhwMFBQUoLi7GgAEDMGbM\nGLRr1w733HMPpk6dilq1akEIgdq1a2PVqlXo1asXjh49iv3793u1RalOu5TqYA0LEVE1sIaF4sm+\nfftQv359OByq/qJu3bpo3LgxnnvuOdxxxx34+OOPUVhYiJEjR7q/M3LkSMyfPx8AsHDhQlx++eUx\nKStrWIiIwtB7Tm/sPboXR11H8eD5DyIrNcv9WbPnmrlf9zqtFxZcucDru0+tfAovrn7R73RHdR6F\naQOnRafQAH4s+BEXvn4hyirK/H4+49IZGNpuaFTmPe7jcZi+ejoAYMddO9CmXhv3Z0lTkrDv3n1o\nkNUAzZ9vjr1H97o/a5jVEClJKWHNo7SiFAcKD6BpraZR/y3j0aBBg/DYY4+hffv2GDBgAK655hr0\n7dsXF198MV555RXceOONWLlypXt8IQT69++PW2+9FRUVFViwYAFmz56Nxx9/3D3Orl270K1bNwAq\nbcWBAwdw33331bisDFiIiMLw3W/fYfPtm+F0ONEoqxFSklPwx4Q/UCErcLLsJAAVHNz+0e1Vvrv1\n960Yd944XNXxKq/hX+z+Agt/WBjVcv92/DfUz6iPd65+p8pnU/Km4MfDP0Zt3lqwopVDH7BISOw9\nuhcNshp4BSuACljeG/leWPMYMG8A9mM/puROwbs/vGtMwS2gJndVqvOkdGZmJtauXYsVK1Zg6dKl\nGDlyJKZNm4bRo0fjzjvvRHFxMVq3bq2btoTD4UDv3r2xYMECFBcXo1mzZl6PZ7du3Rpr1651v58y\nZUrkC6PDgIWIKAQpJUrKS9CqbiskCc+d9HoZ9bzGK68oh6vcVeX7rnIXGmc3RrOcZl7Dm9Zq6nd8\nI7nKXajlrFVl3gBQP6M+XGXRnb++HOHKSs3yW15/0hxpAGLzW8ZSLLtnEUKgb9++6Nu3Lzp37ox5\n8+Zh9OjRSEpKQlKS/5Yj11xzDUaMGIHHHnvMPY1oYxsWIqIQSspLkJKU4hWs+ON0OP0GAFpD3Srj\nJ/sf30iB5g1UljdGJ/loL2eg356C27FjB3bt2uV+v379ejRv3jzk9/r06YOHH37Y3bZFX8MSrc7w\n4q6GZevWrZg6dSpOOeUUNG3a1JD7ZqGMGTMGM2bMwDfffIO33noLM2bMQHJyctDvXHXVVXj77beD\njjN8+HAsWrQImzdvxg033IB169YhLy8PGzduxLp165Ceno6UFHWf95lnngEA3HvvvQCAkpISjBo1\nCn379jVgCYkSm9ZZXCjOZP8BgNZQt8r4MQgYAs0bUOUtKi2K6vz15dBUyAqv/0YI9NtTcIWFhRg7\ndiyOHj0Kh8OB1q1bY9asWQHH19ekjB8/3u/waNW2xF3A8tlnn2H06NG46KKL3MPGjRsHh8OB8vJy\nPP/88+5gYfv27ViwYAFyc3Px9NNPo3fv3hg1ahQeeeQRNGjQACNGjEBGRgbmzp2LsrIy9OrVCyNG\njMCECRPw4oveDejeffddbNy4ES+99BIWLlyI8vJyXHXVVbjxxhsxc+ZMPPjgg+4yTJgwAVu3bsVj\njz2Gm266CU899ZRX+TRdu3bFhg0b8OWXX6Jv377Yv38/li1bhquvvhrr16/HM888g4yMDHzxxReY\nOXMmHA4HBg8e7F72sjL/jeyIqHq0zuJCsWoNS2pyqt/PnA4nDhcfjur89eXQlJSXeP03AmtYItOt\nWzevRrV6/fr1Q79+/byGLV261O+4x44dA6ByA23cuNHrs0mTJhlQ0ji8JXTzzTdjxYoVuOWWWzBr\n1ixs2bIFdevWxT//+U/Uq1cPW7Zs8RsJnn/++XjwwQcxY8YMTJo0CU8//TR69eqFZ599FnXr1sWp\np57qrtXwDVYA4Nlnn8UjjzwCQNWMfPDBB8jPz0ejRo2we/durzIcOXIEHTt2xKOPPoojR464P6tb\nty62bt3qnmb//v2Rl5eHn376CTfeeCOWLl2KLVu2oGPHjl5Vbueccw62b9+OrVu3onv37u7h2mNq\nRFQztq9hCXRLKAYBk74c7teV8zRy2VnDEv/i7oyWlZXlfrxqyJAh6Nmzp1eAIqV0NyI6ceKE+8Sf\nk5PjHkc/fmlpKcaNG+f1uT9z587F6NGjMXfuXNSpUwfdunXDXXfdhRkzZuD48eNVyqC917+uzFDp\nHq9Hjx6YMWMGTjvtNHTt2hWzZs1CRkZGlXmvXr0aHTp0QHJyMr7//nsMGjTIXXbtlhERRS7cGhZH\nkgPlFeWokBVe7V3MrmEJeEvIpDYs2jyNXHbWsMS/uAtY3nvvPXz66adwOBzo2LEjOnfujFmzZuH+\n++9HcXExOnXqhIsuuggTJ05EWVkZMjMzvYKJ22+/HZMnT0bjxo0xbNgwPPDAA7jrrrvQsGFDtGjR\nAn/+858xfvx4zJw50/0dIQTatGmD5557DjfeeCNee+01jBw5EsuXL3c3XvItwxlnnIH7778f48aN\nwx9//OH+rGPHju7ppqam4tixY+jSpQuEEDhw4AAuueQS9+f33XcfHA4HhBDuNizjx4/Hhx9+iPLy\ncowcORJ9+vSJ9k9OFPfCrWERQrhPnOkp6d7ft2gblpgFLKxhoRqybMAihGgKYB6ABgAqAMyWUk4P\n/i3gsssuw2WXXeY17F//+pfX+zFjxlT5ntY4tUWLFpg7d67XZ6+//rrXe32wAgBz5swBALRs2RLv\nvfce9u/fjwkTJmDixInucaZP9y66/p6e72d6H3/8sfv1woWe/hpee+01v+P7LisR1Vy4NSyA58Tp\nFbCYXcMS7CmhWN0SClDDYlTDW9awxD/LBiwAygCMl1KuF0JkAVgjhPhMSrnN7IKF0rBhwypBDhHZ\nV7g1LIA6cRaXFXsNKy4rDljD4juu0QLNG1ABU7Tnry+H7+vismLDGt7GclnIHJZtdCul3C+lXF/5\nuhDADwCamFsqIkpE1a5h8bnSDxTwxOI2RtBGt7FswxLglpBRtSKxXBYyh5VrWNyEEC0AdAXwrbkl\nIbKGwpJClFWUYX/hfmSmZOJE6QmcXvt0ZhA2WMHJAhw8cRA/Hv6xWjUsP/zxg7u7fgA4WXrSb8CT\nmpyKsooybP19a5VO6TJTMlFUWgQJT0P8rNQsnCw9iXoZ9XDwxEH38FZ1WrlvrTgdTuw9utfdv8q+\n4/vQtl5b/2VNduLwycPY9kfwiuvs1GzkpOXgl2O/hFj6wPYV7nPPZ2fBTgDAz0d/xpbft0Q8Tb2U\npBSUV5T7/S31Ts08FQUnCwLmVgLU71wvvZ7XbT29467jyHZm17jMVjF16lTMnz8fDocDSUlJaNSo\nETp37oxp01Repj179qB///5Yt24dhg0bhvz8fOTn57u/P3z4cCxZsgTHjx/Hnj170KFDB3To0AEn\nT55ErVq1cPvtt+NPf/pTjctp+YCl8nbQOwDGVda0eJk8ebL7dW5uLnJzc2NWNiKzZD+pDpZJIgkV\nsgK102rj4d4PY8L5E0wuWXwZ9e4obP19KzJSMjCi/YiwvtOzaU/c88k9XsNa123t9wQnhEDf5n1x\n+Zve2W4rZAV2FuxEdmo2Gmc3BqD6LPnpyE8AVJf6aY40ZKZk4sCJA5g2YBrmbZyHotIifDXmK7Sa\n3gqt6rRyT++y9t7t+jTNcprheMlxDF8wPODyuMpdyD+SDwConVYbDTIbhP4RKqU70nGy7CQ6ndoJ\nX//8tdd80h3pePeHd935fzJS1BOQRaVFuOmsm8Kex53d78Sa39YE/C319hfux1HXUQBAu3rt/I7z\ne9HvKDhZgDvOuQMzBs+o8vmXe75Ev7n9ICfFsO/8KPrmm2+wePFirF+/Hg6HAwUFBSguLsaAAQMw\nZswYtGvXDvfccw+mTp2KWrVqQQiB2rVrY9WqVejVqxeOHj2K/fv3ez280rp1a6xZswYAkJ+fjxEj\n1L4TKGjJy8tDXl5e6MJKKS37BxVQfQIVrPj7XBIlIkyGxGTIps82lZgMOeGzCfLRpY+aXay40+vV\nXnLFnhUxn29peanEZMgbF93oHvZjwY/u9Y7JkHk/5UkppRz/yXj5zMpnpOMxh8RkyIOFB2X9p+ob\nVpadh3a653nfp/cZNl0zjF08VmIyZObUzIDjPLr0UYnJkFe8eYXfz9/a/JbEZGPOPVY4hy1cuFAO\nGzasyvCPP/5Y9u/fXy5evFgOHDjQPTw3N1c++eST8q677pJSSjlnzhz5j3/8Q2ZnZ0sppczPz5ed\nO3f2mtbSpUvlWWed5Xf+/n6DymFVzvmWbcNSaQ6ArVLKF8wuCJEV1XLWcv/n/XvjVaftipEcSary\n2yE8leC+5dBuUfm23Qj2GHMk9NOy+y1HbVmCLYfdl7G6Bg0ahL1796J9+/a488478eWXXwIALr74\nYtSpU8fdW7tGCIH+/ftjxYoVqKiowIIFC9z5hALp1q0btm/fXuOyWvaWkBDifADXAdgkhFgHQAJ4\nWEr5ibklI7KOzJRM9/9DRYdMLk38qc7TQdHmWw73ydenkW+wrvhrOl8zgjcjuYO8IMthlWUUUyLP\nx1Od21WZmZlYu3YtVqxYgaVLl2LkyJGYNm0aRo8ejTvvvBPFxcVo3bq1Z9pSwuFwoHfv3liwYAGK\ni4vRrFmzoAkPg31WHZYNWKSUKwEEzyBIlOACXWWTMcyqYfEnWA3LkeIj7uFGB1nxVMOSLNQpJTkp\n8KnFKssYyzYyQgj07dsXffv2RefOnTFv3jyMHj0aSUlJ7p7hfV1zzTUYMWIEHnvsMfc0Alm7di06\ndOhQ43Ja/ZYQEQUR6CqbjGHXGhZDbwnFUQ1LOBJhGfV27NiBXbt2ud+vX7/e3UN7MH369MHDDz/s\nvh2kr0XRv87Pz8eECRNw991317islq1hIaLQWMMSXVaqYUlJUnnBUpNTUVJeErwNi4FBlv72klWC\nt2hKSVa/c6AeeLXhvvmi7KqwsBBjx47F0aNH4XA40Lp1a8yaNSvg+PqalPHjx/sdvnv3bpx99tnu\nx5rvuece3HDDDTUuKwMWIhvzuspmwGI4K9WwaCcEZ7JTBSwxqmHRn5StErxFk4D6nQPtT1rPvCXl\nJUhzpMWsXNHSrVs3rFy50u9n/fr1Q79+/byGLV261O+4x44dAwA0b94cJ06cMLaQlewfHhIlMK+r\nbN4SMpyValg0+nWu/Y9mDYu/eSeCQPtTNDJNU3gYsBDZGGtYostKNSwa/TrX/vt2ex+tIMtqwVs0\nBdqfopFpmsLDgIXIZvQN2vT9SvCKz1ha1+1anyhWobUp0f77rnvWsBiDNSzWw4CFyGb0OVD0/Urw\nis9YVrwdBHjasujbtLCGxXisYbEea106kG3tPboXi7Ytisq0k0UyymV52OOnO9JxU7ebLNGCf81v\na/Dtr9/6TbTWr3k/dGnYBcdcxzBvw7wqTyUICFx35nWom14X//vhf/j52M8API3+AO+r7F+O/YLp\n304PWSatLwoAKJfl1f59g2mQ2QDXdLrGkGnFmu96KCotskWNgtPhxO7Du93b2OJdi1nDYoD9hfv9\n7k8r9q4AAMxZNwcNsxpWa5ravteqbit37iQKHwMWMsTbW97Gfzf9F32a9TF82rPWzIKr3IWx544N\na/w56+bg0jaXokmtJoaXpbrOmX0OAFQp+5bft2DTgU2YPWw2Vv28Ck+vehqXtfNOULd452I0zm6M\nK864Ard9dBuGth3qPsjdfNbNOC3nNNzc7WZ0adAFbeq2wdVnXI1dBbsQzOaDm7Esf5n7/ZkNzsTG\nAxtx/mnno1ujbjVa1rKKMjzwxQO2DVj8rYeJfSaaVp75V8xHz6Y9vYbNHDwTZzY4E1/t/co9rNOp\nnTCkzRCUlJegQlYgJTkFQ9oOMbQsz130HHYe2omOp3Q0dLqxdkf3O/DTkZ8w7rxxAccZ0WEEDhcf\nxi/HfvG7P7Wu2xq3dLsFhSWFIfc3vYMnDuLNLW+635/X5Dw46zmDdriWCMLp80UjjOoy1wxCCGnn\n8seTJ1Y8geOu43hy4JOGT7vjvzti6+9bw+758fQXTseS0UvQsk5Lw8tSXVr32r5ln7dhHr7Y/QXm\njZiH97a9h1fXvYr3r33fa5xR747CkLZDMKrzKNSeVhv59+SjdlrtGpVn7vq5GPPeGPf7h3o/hCe/\nehIvXPwC7j6vZh07lVeUI+XvKSh/tNyWB+H3tr2HOevn4L2R75ldFIpDmw5swpkvnel+3+u0Xlj1\n8yoAnuND8mPJqJAVOKfxOZhx6Qyc2+Rc1H+qPrbdtQ31M+qbUm4zCCEgpaxyEDG/zpzigqvMOk9T\n2KHXV327g0CNJPWNKY1KaOc7DS15ohHTTk5KRpJI8nv7yw6MThpIpOe7jwc7RunbIbFBvQcDFjKE\nlQ72duj11SsYCdBIUgtqpJSGBYS+03AHLAYFm3b47QOxUtBN8cd3Hw+2n+gvYtig3oMBCxnCSgd7\nW9awBApYylwoqyhz114YMV89I2tYtOlY/bcPxEpBN8Uf3+NjcVlxwHFZw+IfAxYyhJUO9na4yq9S\nwxLollC5y9DfljUsgVn1MWaKD77b1nHX8YDjsobFPwYsZAjWsFRPdWpYjPxtWcMSmBV7taX44btt\nHXMdCzgua1j8Y8BChmANS/WwhsV6WMNC0eS7bZ0sOxlwXNaw+GfpgEUIcbEQYpsQYocQ4gGzy0OB\nWenq1A5X+VapYclKzQLg6YDOiOlb/bcPxErbMMWf5KTk0CNVYg2Lf5YNWIQQSQBeBHARgI4ArhVC\ntDe3VBSIla5O7XCVb5UaljRHGgDVq65R07f6bx+IlbZhSmwVssKdw4o1LB6WDVgAnAtgp5Ryj5Sy\nFMACAJeF+A6ZxEpXp3a4yjerhsW3JsXoE7QdfvtArLQNU2JzOjw94LKGxcPKAUsTAD/r3v9SOYws\nyEpXp1a5IgnWC7NZNSy+NSlGn6BZw0JUc/rt0CrHMytgLqEEcPDEQVz19lVwJDmilnBr44GNSE9J\nj8q0G2U1wtbft4Y9fnpKOl5c/SI+2vlRyOkuy1+G9vXbY0T7EXAmO7FgywK0r9ceyUnJmDZwWkTl\nLSwpxI2LbgzaqC7dkY6CkwUYOn8oNuzf4DePT7ojHZ/v/hw7C3a6b93UlG8Ni1btbNT00x3pmLh0\nIl749gX3sLHnjsWgVoMMmX4gUkqc+sypuLXbrTir0Vn4z4b/VHsagdYDUbQNeWMIhBDuxJv6Y2m6\nIx1PrXwK8zfPD/h97Ymjh3o/hItbXxzdwurs3Qs8/jgwa1b1v7t/P3D77UCZrmPsggIgOzvwdyyb\nS0gI0QPAZCnlxZXvHwQgpZT/0I0jJ02a5P5Obm4ucnNzY11Uy/vml2/Q81WVRO39ke+HGDsyjiQH\nBrYciJTkFMOnfcx1DCdKTqBRdqOwxv/12K9Yu29t0HHe+eEdzNswDwAwtO1QOB1OZKRk4L1t7+Go\n6yiAqvl/wrXj0A7kzs3Fy0NeRkZKBtrUa4NmOc2qjLfsp2UoLCkEAPRr0c/9xI7mRMkJLMtfBikl\nWtVthTNOOSOi8vja/sd2LVcH2tVvh+1/bEfbem0Nyf+z49AObP9ju/v9/M3z0bpuazx2wWM1nnYw\nxWXFSJ+qDvK3nX0bAODSNpdWezr+1gORUXYc2oH6GfXVBZ4jHY2yG2HnoZ0oKi0CAPfxs156PXRv\n0h0AsOfIHmw8sDHodIctGAZABSxPDHgiikvgbeZM4I47gEjCiJUrgZtuAp5+Gti0KQ8ffpiHr78G\nunUD1q6d4jeXkJVrWL4D0FoI0RzAPgAjAVzrO9LkyZNjXCz70d//HNpuqIkliUwtZ61qnUSa1GoS\nMlPzjkM73K+1jMXJIhn1Muq5A5ZIucpcqJNeJ+RvfcHpFwT9PDM10/CsuwDQrn67oO9rom29tmhb\nr637/eaDm3Gk+Ihh0w9Ev427yl3odVovW27rFN+0fSO3Ra57mL+LGb3mtZujee3wMhrbqa2LywU0\nbAgMHQoMHZqLtm1zcdVVwNSpwCWXTPH7HcsGLFLKciHEXQA+g2pr86qU8geTi2VLvP9Zlb7tRi1n\nLbjKXUhOSjbk6tpKfdKYLVZtWvTz4O9PicpOx3qXC3DqdlPttTPIrmvZgAUApJSfADDu8i9B2Snq\njhX9Ca2WsxZcZS4kC4MCFgv1+mu2WD015FXDwt+fEpSdjvVxF7CQMewUdceKvpGpvoYlx5lT42m7\nyl2GNWK1uzRHmik1LPz9KRHZ6VjvcgFput1Uex0sYLHyY81kEDtF3bGivwLPcea4+zvJSTMgYOHj\nsW4xuyXkW8PC358SkN0ClurWsDBgSQB22ohjpcotocr+Tmqlem4JlVWU+ftqSOyAzCNmt4R827Dw\n96cEZKeLUwYs5JedNuJYqdLotrKGRd+GJdLfjVf4HqxhIYqdWF+cVlR4/68OBizkV0l5idlFsJyA\nNSz6gCXCnZ9X+B6sYSGKnVgf610u7//V/S4DFqqCt4Sq0p/QMlIyWMMSJaxhIYqdWNemxzpg4VNC\nCYC3hKryytVReVL17YelRjUsPGECYA0LUSzF+uKUNSxkONawVKU/oemzIhtWw8ITJgBzalhOlp5k\nwEgJiTUsZDnvbn0XoxaOCnt87WmXYe2GRatItlMnrY77tdPhdJ9YT8s5DQDQqk4rdJrZCUkiCQ2z\nGmLPPXuqTGPwG4OxeOdiXN7hciz8YaE7sWBZRRkev+Dx2CyIxdVNr4vNBzfD+Xh0A4jyinL364KT\nBcwHRAmlX/N+SElOQV5+Xlj7WuPsxvhp3E8RzUtKoEkT4NAhT+LC1q0BIYCkJGDZMqBHj6rfu/Za\nYOFCz/uyMuDllz3vtUAlKUg1imWTH4ZDCCHtXP5ITf92Orb9sQ3PXfRc2N9JTU41JLldPCmvKEdy\nUjIAFWRIKZGSnOI++ZVVlKFCViDjiQxUPFpR5ffr+lJXbDiwAanJqSgpL8GcYXMwqrMKJPl7e5SW\nl7qz0EZTSnIKKmSFez0SJZpw9rVyWY6sJ7JQ/mh5RMeokhIgMxMoVHlb4XB4ApcrrgBuvhkYPrzq\n984/X2V27tXLMyxQbUplclZbJT+kAFxlLmSkZPC2Qw1pwQqgsk37Dtf+O5IcKCkvCfh7a0FzZmom\n14kfsQwekgTvclPiCndfE0KgrKIson1Tu5WjDzaSKw+l6emBbw+5XEBWVvBbPqFw77YhNuqMLWey\n/3YY2iOEpRWl7vGIiKwu0DEtHL5tT7ym6wwesNQkWAEYsNgSG3XGltPh/0kX3x2e64SI7CDQMS0c\nDFioWljDEluBrkZ8d3iuEyKyA9awUMywhiW2gtWwaE8GaeMREVkda1goZljDElvBalj0j89ynRCR\nHbCGhWLGVe5CmiPN7GIkjDRHWsAaFn3AwnVCRHYQ6JgWjmCBR1pa8IAlrYaHSEsGLEKIp4QQPwgh\n1gsh3hVCsBcoHd4Sii1/vbVKKVFSXoLs1Gyv8YiIrK4mPVCzhqWqzwB0lFJ2BbATwEMml8dSeEso\ntvzlwykpL0FKUopXrQrXCRHZQU1yfEUSsJSVqZ5wk5OrflYdQTuOE0K8H8Y0CqSUN9asGN6klF/o\n3n4D4Aojp293rGGJLX9XI1qCPa+cRFwnRGQDsa5hMaJ2BQjd020HADcH+VwAmFHzYgT1ZwALojyP\nqNlVsAv7ju9DmiMNRaVFAcfLTM3EiZITYU3zwIkDvJqPIWeyE2t+W+P1mx91HYUz2enVs2qyqOHl\nQwy5XMDq1eqeclERUL8+cMYZ6iqI4t+BA0CdOkBqauhxI7F/P7B9u+d9cjLQs2fNr7DJGNoxLSXJ\n09OtI8mBnqf19DqmlZcDX3+t/mvWrfMOPo4WH0VhSSEOnjiIPSjE6t318d+lhXCmJuPiLmdh04Et\nWP7dISS1BJbn16zcoQKWiVLK5cFGEEJMiWTGQojPATTQDwIgK+f5QeU4EwGUSinfCDSdyZMnu1/n\n5uYiNzc3kuJERVFpEdr8q437fa/Tenl1Aa85UnwEGw9sRKs6rdCkVpOQ081OzUaruq0MLSsFNuD0\nAVi0fRE++fETr+HD2w9H23ptkSyScbj4MLKd2QGmYD0ffaTyfgBAo0bAvn3Ap58CgwaZWy6KjYYN\ngXvvBZ7YrihFAAAgAElEQVR5JjrTnzgR+OorNR9AneQ++8x/UjyKvQGnD8D7O97H4l2L3cPW7luL\nL2/8Emc1Oss9bPVqYPBgoGtX7+9fobvncfass/Hj4R89A3oCN6xQL6/+8j94q/RPSC5shvpDWuDR\nPP/lObLtCI5sOxKy3KEClq4A3go2gpQy6OdBvndhsM+FEDcCuBRA/2Dj6QMWq9G6btd8ccMXSE9J\nrzLeqp9X4fw55+O+XvfhtnNui1XxKEx/7flX/LXnXwN+fv/598ewNMYo0lX2XX898PTTwNGj5pWH\nYm/fvuhNu6gImDQJGFWZVD4313ubI3Pd2+te3NvrXq9hvV7tVeUuQFERcPbZwNKlgaelD1ayU7Nx\nvOS4+/2h0l8BALnZt+CLRx8Ju3yBkjKGanR7cdhzMJAQ4mIAEwAMk1JGdqPNAqr0hBqgjYN2q4G3\neShW9PeZa/EZPDKYb5uFYE+PkDX4batXzbYnvue4Mrj8Do9UqBqWZCFEHajbNVVIKQsMKUVV/wKQ\nCuDzykjrGynlHVGaV9T4rvxAmWS1lclGmxQr+pNHRoZ55aD4xIDFfvw9OVTtgMXnoru0wgUkAWkx\nCljaA1gD/wGLBNDSkFL4TljKNqHHsr5wHxtjDQvFmv7kYUTrfSI9Biz2E40aFld5ZcCSEpuAZauU\n8qwQ41AA4T42xhoWijUGLBRNDFjsJxo1LCXlLiAFSDcoYLFqx3FxgTUsZFX6k0dK5ZONFRXmlIXi\nDwMW+4lGDUtphZperAKWFwyZS4JiDQtZlf7koTXI5wklsUSzzx0GLPYTjRoWV4XqWyw1xZgOeILe\nEpJSzgUAIURbqKd2muu/I6UM+shxomMNC1lVoN4oiYzAgMV+/GVwrnEbFhwD4KnFralQbVg0bwN4\nCcBsAOUhxqVKrGEhq3K51EGktNR7GJERGLDYj9NR8xoW396+XcKcgKVMSjnTmFkmjnBrWLTHnQM9\n9kxkNO1AxICFooEBi/0YUcPiq6QyYHGEG2mEEO4Z8gMhxB1CiEZCiLranzFFiF+RJpciijZ/ByKe\nUMgovttXWhq3L6tLc6T5rWFJSwvwhTCUJlXWsBiUsyrcuOdPlf8n6IZFrR+WSB0oPIAXV7+IChn5\n4w5pjjQ81Ochvzl/jrmOYXn+cpSUl+BE6Qls/2M7BrUahO9/+x4FJ6v2obf5983Vmrfw3z9fSF9/\nDXz4oef94MGqm/WvvgJuvRVo3lwNLysD/vEP4MiRqknPrrlGJStr3BhYtQpISgLGj2cyvHizYwfw\nn/8Aa9YA6ZVZIpIqL1s+/hg4ESD/5lVXVc0nQtb2+edAXl7V4VKq/+vWqZw/gDo2pKWp/EKR9Hy8\nYAGwaZPn/fHjVWtYli1T8+vXr3o5q95/H7jgAiA7G3jjDeDaa3lciganw4n3t7+PQ0fKsG6dGvbT\nb0DHOsCxJeFNw/e86XIcAACkphizwoTUtl4bEkJIffkXbVuEh5Y8hOs7Xx/xNJ9a9RQ2374Zp+Wc\nVuWzf3z1Dzy45EH3+x5Ne6BN3Tb478b/4u8X/N3v9FKTUzG8/XD8dvw39GvRL+B839/+Poa0HRLR\nbaE77wT27lWJxVavVkHHL7+o/A8vvgiMGaPG27MHaNFCvX78cc/3lyxRB5HJk4FOnYDNlXFWcTH7\n6Ig3L7ygTi5DhwKXX66y6vbsCcyYAZw86f87S5cC558PPPZYbMtKNXPllartQKdOVT+rqFCZk6VU\ngc3y5arH4yVLIktQ2KUL0LevJ9lhrVrAXXd5Aosff1Tb3ZYt6riycGH40xYCeP55NT2HQ131RyvL\ndCLbcWgH3t7yNtasBb75BujYUQ0/szNQN8j9FAmJZJGMlnVaok/zPnjqo7eRXdIGxaUl2LhvC1KT\nMvB/4+5ErczwV5oQAlLKKlFO0BoWIUQ3KeXamo4TK64yFzqd2gkT+06MeBpz1s8J+1bOBS0uwNbf\ntyLNkRZynm3qBe+8d1i7YWGX0ZfLBQwbBtxyC/Dqq8DKlWrYqad6V8PqX0/UFVdKT2KywkLv8Rmw\nxBeXSwUfDz+s3rdvr/6PHx/4O0lJqlaO7MXlAm64AbjssuDjlZaqgMX3eFHded1xB9Chg//PW7VS\nx5wPPgBeeinyeWj/GbAYr229tpjYdyJmbgFOyQFe/ltk03l+5Djdu+GGlE0T6pbQa0KIXATIJVTp\nVQCW6A3XVe6q8aPB/p5FD6SWsxaOuY6Z/nSPPrDQGre5XOoqJ1DAoud0AocPVx2H95zjTyRBKBtM\n2lO461obx/d4Ea151WQe2v/s7MimQaFZ+UI1VMCSg8C5hDS/G1ecmnGVGRCw+OntLxB3wGJy/ylG\nBCwlJVXH4Ukq/pSUMGBJFPEcsFD02DZgkVK2iFE5DOEqd9W4tiNYDYvwaell9RqWevXCD1j8HQx4\nYIg/LheQlVW97zBgsad4ClikZMASK1YOWOKq4w/WsERew6J9VlwcenyyL94SShzVDViys60bsGjz\n0P+n6GDAEiPRrmHxZfUalkgClvLy0OOTfTFgSRzhrmvtsfb0dAYsxIAlZmJdw5Kdmo2TZSfjqobF\nd7oUXxiwJI5q54GJcD1XVKgLnXC6X6/uPPS9bjBgiQ1bByxCCIcQYqgQYkLl3xAhhEEd7Yac971C\niIpwe9WNdg2Lb4d06Smq5614qGHRHmv2nS7FFwYsiSNWAYv2mHE4nblVdx5lZZ7/DFhiw7YBixCi\nCYAtAO4F0BhAE6jebrcIIRpHs2BCiKYALgSwJ9zvRLuGpaS8xHtci2RZNiJgOXbM/3QpvjBgSRyx\nDFjCnU9156EPUhiwxIaVA5ZQNSVTAcyUUj6vHyiEuBvAk/B02R8Nz0EFR++H+4Vo17D4DrdKlmUG\nLBQuBiyJI9x1rd12YcBCgL0Dlh5Syht9B0oppwshtkenSIAQYhiAn6WUm3wfJQ7GkBoWPxkr3dP3\nGW7VGpbiYtXfhm+rfwYsxIAlcUQSsARKz2DEfLR5MGCxNjsHLME2Xz+tHsInhPgcQAP9IKiEio8A\neBjqdpD+M7+6z+7ufr378G4MaDmgJsVCZmompn01Da+tf63KZ3uP7vV6n5GSAUAlTDTKXXcB335b\nve/s2wdkZqrXmZnAgQOqxX9WlsoD073yJ9q/X/33jQGzstQ0cnJU0kTN/ferZImAyuHxzjtAkybV\nXyYy1sCBwPffA23bAv/+N1C/PjBypGr4WFKi1uEpp3jGHzdO5QoqKwO2bfNsK+HKylLf695dJdJ8\n5x1jl4eq5/77VSLBUCoqwjvxaNtKZqbKPfbZZ57P0tOBTz5ReYYAlVD1r3/1/r7LFf42pXWp3717\n8PH00waAuXM9292ECcC0aZ5x2rcHXn/d8/7qq4GffgL+9je1LLt3A4sXA88+C8yf7xnvoYdUPq1E\nULu2Ok7s2hV4nMJC4JJLVBLLv/wldmWrjpA93Qoh/K1SASCCnJ4eUsoL/Q0XQnQC0ALABqGqV5oC\nWCOEOFdKedB3/K4/eFLI3tzrZlx5xpU1KRYe6fsIrul4TcDPM1MzISCQnpKOzNRMbLljC07JOCXg\n+NX1xRcqydzpp4f/nfR0tTECKknV+vXqwNCypUpmVqFrK9ysWdV04R06qBNgTo7K1lu/vsq2qs8f\nM2aMSrDIgMV8Syozp9atqwKJpk1VoPLyy+qAc+gQ8PbbapynnwY++kgdjObMUQnvunSp3vzatlXJ\n0I4cAS691NhloepbtkwlPNWS0wVSq5bnkeVghg1TFzlZWUDv3t6fDR4MFBR4ApbNm9X2puWi0pwS\n5iFQCDUNfzW6gWRmerKIZ2V55zsrKFD5kvQ+/lgl91y3DnjzTeCPP9TwVauAK64ABgxQ+8LatYkT\nsBw96n0x6s/BgypJ5ZIl1T9G1FReXh7y/KUW9xEqYFkOYGiAz76sZpnCIqXcDKCh9l4I8ROAblLK\nw/7Gn/3sbEPnXzutNro3CTP8B3DGKWcYOn+XCzj7bJUsLFL67Kxnnx16fCGArl29hzVs6P2+bl1W\nxVpNo0aeqvL69dVVa1aWCli0K9imTYHt21Wvx+Fe1foSQh3ASkq4DViBywWcdZZxJxUhVOJDoOo2\nkpVV9bZy06aRb0sA0K5d5N/1deRI1W3S5QJat1b/tUBLG37GGarsy5YBv1smqYw1aO0ewzlnGC03\nNxe5ubnu91OmTPE7Xqiu+ccYWqrISATPZRRXrHr/UJ9viKxB38A60DajtU/SH7gjlZKibjuVl6ua\nGjJHLI8Rvm1OrHZ88i1fRYXKPp2VpWoM9Pw9nEAeVlu3/gQNWIQQQZLOA1LKZ40tjt95tIz2PKzE\nqhsNd3DrqU7AUqdOzecnhGeeRgRAFBkGLB7ahZSUavssKVG3w9PSVFl9+3FhwBKY1datP6FuCT0D\nYD2AjwG4kEA1HWax6kbDHdx6qhOwGLVNMWAxHwMWj6QkVdtXWqoCFa18+n0DqLqfJNLxrKIi9DiA\n9datP6EClrMAXAtgMIA1AOYDWCKlvsNkMpJVN5pE2sHtwsyAhcxjdsCSnR2beYdLK2OggCUpKbED\nlnCX06rnHr2gbcillBuklA9KKbsCeBXAZQC2VvaTQgarqFBVl9qjf1aSSDu4XTBgSUxmByxWO6np\ny+gvYNE60GTA4p3c1t94Vlu3vsJKfiiEOAWqtqUzgF8AVHm8mGpOu0qoRl95MZNIO7hdhBuwlJUx\nYIknDFi8BQpYiovVrSKtA00GLMGX2Yrr1leoRrd/BnA1gDQA7wC42l9fKGQMK28wibSDW5n+fnS4\nAYv+f01xOzBXebnaBhwxST9r74Dl+HH1ZJvWAJcBS/D2Z1Zct75CbfavANgMlYDwIgCD9F3lSyl5\na8hAVt5gEmkHtzL9o+UMWBKPtq5jVQtr54BFuxXqbz9JpO04YWpYAFwQk1IQAGtvMIm0g1uZfh3o\nD8SBukZnwBJftNvGsWKHgEVrbAuEH7DovxPvEilg6QHgGSllkKY6ZJSjR8PrStsMTidw+LD681W7\ntjXb3diZlN6pETRaN+OAp9r72DHVE7E/0QhY/vhDtQ1ISTFmmuRRUaFq0dLSVHf0vp01HjwY25OK\n735fWGi9k5q2TR4+rHp51oKUI0c8r//4o2oNS1GRaufim6rEbk6eVMsgpaf7/bQ0lbIFUOkLNAcP\nquN1To76ffTP+2q/l5WFClhOg8rjc6eUcmUsCpTIzj+/Zl3yR9PppwP//KfKwaF38qRKRHbPPeaU\nKx799pvK2ZSSErjm5JJLgNNOA5YvVwedWbPU8BtuALZs8YzXuLH636KFMWVr0wYYNUrlYNEnnKOa\n0wf9RUUqnYJ20tHTp96ItpYtgccfV3+AuqDStimraNsWuOoqz/vLLwcaNFD7Rbt2KmHnqFFqn9Jq\np049VeVP6tJFpa6ws4wMlUfsyBHg0UdVsJKWpgK4Cy8EPv3UM+6gQZ4LIX/Hl0cfjV25IyFCdaki\nhOgG4EUAPwCYCcDd7E9KuTaqpQtBCBFXXcI0bgysXq1yddjF5MnqwBAg9QNFYPNmoHNn4PbbVTZm\nq/nwQ2DmTJVUkYyjD1h+/12dbA8dMq888e7gQZVA0u45hYQAnnhC1a7k5Khs2rVqqVpQhwO46CK1\nz2rOO0+dZ264AZg3z7xyByOEgJSySr19yLbmUsq1QoiHAbwLoBVUbh9U/u9vaCkTnB3uIfpyOkNn\nAaXIWHVbYDuW6LPjscBu4mE71q7XpfRsM6mpKlgB/HdpoOUBs2rzg2BCPdZ8KoB/AmgJoL+UckNM\nSpWg7HiQioed3mq0g5AVOxAEuM5jwY7HAruJh+1Ya+NUWurZZpKS1O0eLWiJp+0oVIz1LYAVAHoz\nWIk+Ox6k4mGntxrtIGTVhsxc58bzvbNtx2OB3aSmehIn2lWwXEmaeNqOQt0SOldK6b7DJ4RIAdAJ\nwK/sQM5YVu6WPxievIxn9d+T69x42tWwprg4vk40VqTVRJSU2Pe3DhawFBZ6XseLUDUsfxdCdAQA\nIUQOgA0A5gFYJ4S4NtqFSyRW7pY/GJ68jGf135Pr3Hi+v+fx4/F1orEqu2/LiVbDEipg6SOl1B6S\nHANgh5SyM4CzAdwf1ZIlGLtG+Xbf4a3I6r8n17nxfH9PIxNWUmBOZ9W+buyEAYs3/aq8EMAiAJBS\n7o9aiSoJIcYKIX4QQmwSQkyL9vzMZtd71jx5GU/7Pa1a28Z1bjwGLOaw+7YcScCiHVesenwJJlQb\nliNCiCEAfgVwPoCbAEAI4QDgp0sjYwghcgEMBdBZSlkmhKgfrXlZBQMW0lj99+Q6Nx4DFnPYfVtO\ntBqWUAHLXwBMB9AQwD26mpUBAKLZbdTtAKZJKcsAQEr5R4jxbY8BC2ms/nsmUh6WWGHAYg67H7/C\nCVjs9iBHMEEDFinlDgAX+xn+KYBPq37DMG0B9BVCPAHgJIAJUsrvozg/0zFgIY3Vf0+uc+MxYDGH\n3bdl1rCEQQhxB4BDAN7VakEimMbnABroB0H1nvtIZbnqSCl7CCG6A3gLqvO6uPD99yoHT2Gh52mA\nrVuBchummHQ6VU6Ot94CGjYE+vY1u0TWsWGDytXxww9Anz4q6Vgo+/cD33wT/bLVRGqqegT/zTdV\nHpezzjK7RLFTWgp88AHQo4dxOXWKirzzvQDA2rUq3w1FV0UF8PnnQNeusZ/30aPAypXqPJCZCQwe\nrPKIffUV0KiROmb4U1CgjhGFhcDGjaotys8/q+lpwYm+fUrCByxQwUVvANcBGBbJBKSUFwacuBC3\nAVhYOd53QogKIUQ9KWWVzBqTJ092v87NzUVubm4kxYmpIUPUSd7hAEaMAN5+Ww2/5BJzyxWJli2B\nnj2BN95QO9ofcX/zLjy7dnkfBOfOBf70p9Dfe+UVYNUqoFs34M9/jlrxakQI4M47VcLFkydVeRPF\n+vXAFVcAkyapPFpG+PJL4PnngXPPVbmDrrwS2L1bncAouq65Brj/fmDChNjPe8wY4H//A3r1Uhex\n+/apfer//k9dyO4P8GjLkCHA118D/fqpoPZvfwN27FBd7jdrpsa57jq1n9atq4JrvX/8Axg9WuUc\nsoq8vDzk5eWFHC9k8kMzCCFuBdBESjlJCNEWwOdSyuZ+xrNl8sOmTYFffwVOOUUl4NKi4Zkzgdtu\nM7dskTp+XF0VaJ0VJbqtW1ViNc3LLwO33hr6e488oq6I/va36JXNKGvWALfcomoDEsWKFaoW8YEH\nVJZyIyxapALaRYuMmR6F7+RJoE4d1VFfrPXtq7anxYvVxcmaNcD06eqzl17yZFX21bo18OOP6ru9\ne8euvLEUUfJDIcT4YJ9LKZ+tacECeA3AHCHEJgAuAKOjNB9T+VbV2bnqzu73gqMt3ANicbHKtGoH\nibjOtfVo5AmOvdqaR9uGpTTvMV+n01OO4mJVaxLOfpWI20yoW0LZutd/AfByFMviJqUsBXBDLOZl\nBq1SyHeDS0uLfVmMkpKi2uBUVNgzC6jRfNsjhXtit1Pj60QMWPSNHI2cpl3WebxJSlK35s3suFMf\nsLhcQHZ2eEFUIm4zoZ4SmqK9FkIM17+nyGl5Q3xP7HbeAIXwPO6aHrUeeuzD94TGgCU+MGCJP9p2\nbJWAJSNDnRvKytSFYLDvJZrqXAvbr7GIRQU62Nl9A0zEE1ggDFjiEwOW+GP2duwbsOjfh/peomHl\nvQkYsMQ/BizxyeVSj6AyYIkfZm/HDFjCF6rR7SZ4alZaCyE2ah8BkFLKM6NZuHgkpSfZlu8DTnbf\nAM3e8a2EAUt8crlUo2gGLPHD7O2YAUv4QjW6HRKTUiSQ0lL1vHyZn+727L4Bmr3jW0miBCwlJeY+\nYRFrDFjij9nHLQYs4QvV6HZPrAqSKLQNkgFLfEuEgCUpSQXfpaXxla8kmGgFLHXqGDc9qh6zj1sM\nWMIX6pbQcXg3ttW6z9duCdmkxwjr0DbIEyeqfmb3x4HN3vGtJBECFsCzzhMtYDGyg0S7rfN4Y/Zx\nq7oBi3ax64i0n3obC3WKXAJgK4DHAXSSUmZLKWtp/6NfvPgTzwcns3d8K0m0gCVR8JZQ/DFrG9b3\nx1WdgCWR9jdfoW4JDRdC5AC4HMBsIUQagDcBLJBSFsSigPHgl1+Axx5TnappyQ6Bqj2aJifHvmxG\nSksDpk5VXfQDwOmnq+6nAyXxCsf06epqtl07dWXx+efAvfcCHToYU+ZIrFwJvPZa1eFFRaoPGiFU\n1/x6330H3Hyzyi90113A7NnAkiVAVpb3eLt32+vkdeIE8MILwN//bnZJIielyidz+LDq6vzAAbXN\nrlqlOgDcudMz7urVwNlnA/n5an0WFnqvQy2XVv36qsZ08mTgueeALl2Aiy5S283ddwP33efpLXfF\nCuCcc2K1tOQrLU2lWdi3Dxg5Ug0rKlLrqKQEuOwytY5KS4Fnngl+nD5yRG1LHToAW7Z4f1ZUpOal\n1aRv2qT+Jyer4a+8orYrp1Ntk0884UnX8Pe/A3sqG2gEyjGUCMLOJSSESAIwEsB0AE9EsVv+sNkl\nl9CHHwITJwJjx6r3LVqoRyNr1VL5ZnbsALZvV0mt7Nx48ZtvgM2b1es33gCWLVMZbX/9NfJp6n+P\nYcOApUvVCeDmm2tW1pr429/UwWaIT5P0W25RnT698IJ6n5Kiyt+2rQpgfv4ZePddT4ZVQCUgO+MM\nzzRSUoBrr7XPLZZnn1XLu8fGrd2Ki1Xvovfco5LQ5eWpdTl7tvr8vvtUwKwZOFAlLBw/XiUr1MbL\nz1cBOwA8/jgwfz7w1FMqiWH//iqp4R13qKD03HOBJ5/0TPOyy1RuMYq9b78F/vtfYO9e4L331LBt\n24ALLlAJaUtL1fHM6VTZlINlXf/uO7VuhQAGDVLrXHPLLeqCRssXlJSk8soNGqQyuq9cqfb7UaOA\n5cvVdqad3urUUcFvZqYKcJo3V9tUvIool1DlF3sBuBZAHwBfARghpVxhfBHjl8ulElYFOsm2bav+\n7K5HD09m0K1bVcBiJJdLHdTNrhJ1uVSGVd/1ecstQMOG/tdzjx4qKH3jDe/hl12msq7a1dChwL//\nbXYpakbrnXnECHXS8HX55SojuV6LFsDTT6uARVvfGzZ4ApbrrlMnwuPH1fuKCu/51atnbtBNHued\np2rXnn/eM8zlUjl9Bg4E3nxT1YBkZYU+9mifSwl07+69jm+5BWjQwP9679DBu9Y4N1cFPdoTeC6X\n+l5mZsSLGRdCNbrNB3AEwAIAtwIoqxzeDQCklAmUpzVyiXiPOhrLG432A5GINFmdv/vSdt8u4qEN\ni77dgL+khuGuI/142vSOHfPMw3d+ZB2+27F+mzh2LPwnd/Sf12QdJyd7d8/PbUYJVcOSD/VU0EUA\nBkE9HaSRAOK4Uso4ibixxXPAEun6ZMBiTaEaOjJgiX9WC1j0ZdJuHyfiU0G+Qv0Ew6SUx2JSkjiW\niAcobXmNbGLkcgF165p/gmTA4hFvAYtWw6LfbmsSsBw96pmHNs1EPB5YndUDFm4vSqjHmtcJIUbG\npCRxLNJbCHYWjeUtLlY1LP6q7WOpJgGLb9ntvl3EQ8Ci7Z9Op6fNSSQnnmABi369J+LxwOp89039\nNqEPWEIde/SfGxWwcHvxCBWw9AdwjRDicyFE61gUKB4l4hWVEcvrWztj91tCqalVy26Xp4ECcTo9\n3fPble/VtDZME0nA4nB4pue7zSbi8cDqwqlh8bf/+tKOUdo0jSgTtxePcLrmHyGEuATASiHEdwAq\ndJ8Pi3L54kIibnBGLG9pqff7aPQyGolI16fDoU7s+rQMdt8u4qF7fn9tWGoasGjv9QGL9qTQyZP2\nX+/xJljAoq9tCTdg0YIco8rE7UUJ57HmdgDuA7ACwAzoApZoEUJ0AfASgDQApQDukFJ+H+35Rov2\n2GQiMWIH89dbbK1a6lFSM0UasGj3oo28z20F2jLFQ8Ci0QfF4a4j30aR+oDll188Wdr1nUeSNQQL\nWLTPqxOwaN8xqkzcXpRQjzVPA3AZgL9KKT+JTZEAAE8BmCSl/KyydudpABfEcP6GcrmCdzYUj6IZ\nsNj1lhCgvhfJydDKtANrdrbZJYmMv4DlmO5Rg3ADMd9OH31rWLTt1oirbzIWAxZ7CFXDUgbgLCll\nrJs5VgDIqXxdG0AN+ko1H28JRSZeA5ZIToZWZveGt9r61Ccf1a+jSJOSauv6tNMYsFgdAxZ7CBWw\nvAcVMOwHACHEaABXANgDYHIU8wn9FcCnQoh/QvX90itK84kJBiyR8RewZGebf3I0MmCxe4ZuIH4C\nFr1jBnTmoK3rjAzVzkerWWPAYj36xuNaz7IMWKwnVMDyMoCBACCE6AtgGoCxALoCmAXgysBfDU4I\n8TmABvpBUJ3RTayc5zgp5SIhxJUA5gC4MNJ5xdK+fSqBmr7B6KFDKi9FIsmprB/btw9o1iyyaZSW\nqu6xDx5U7zMyVD8sn33mmWbXriqpXF6eysnz2mvAyy+rHCBG++orTyJH38SVgOqu/dxzg08jJwe4\n9FIVeGmP0NpdTg5w/vmqR8477wQeeMDsEoXvL38B3nlHpUjQJCeHl2Cue3dPskN/cnLU9l+rlnr9\n0ktq+EsvqbxFZB1JSarb+2bNVMBy9KjKIZWRoT7PzFTr8J57gEceUcN+/lnVnukdOQLcdJN67XuM\naNmyekkuc3JUXjEhVMJNCh2wJOtqUa4BMEtK+S6Ad4UQ62syYyllwABECPG6lHJc5XjvCCFeDTTu\n5MmT3a9zc3ORm5tbk2LV2IEDKhr2zaPTtKk55TFLjx7A77+rqxb9UzHVlZOjApeKCnUiqVsX2LVL\nvf/tN+Cqq9RJ4fvvVc6X4mKVXC4ali9X/x98UB18fO3YEbrG5Kuv1MEwO9tzMLS75cvVMr3zjsqn\nYycbNgBz5qgEdABQUKAazxYWqv04WDLS2bO9cwQB3v1wXHedyhNVv74armV2LixUOafIWvLzVfZx\nTUX61DUAACAASURBVKNGKgg/eFCtNyE8wfjvv6vg46KLVDJUvcaNVbLb+vW9h2/bVr0a1ddf9zxg\nULdutRfHVvLy8pCXlxdyvJABixDCIaUsAzAAKp9QuN+tiV+FEP2klMuFEAMA7Ag0oj5gsQLttkWk\ntQrxQoiqO6xRtODP333nOnWif3si0LpNSQn93ZwcT+1TvNCWqVEjYPVqs0tTPS6XWp/aU3x16qj/\n4TQgTk5Wf3r6qvukJM+2otUOAvF/8rGrevXUny99Fm1tfWrbR/36/o8H/o594Rwf9DIzEyfZoW9l\nw5QpU/yOFyromA9guRDiDwAnoR5tRmUnckeNKGgAtwCYLoRIBlAM70DJ0hKxvYpZ/AUssWiUy/Xr\nnx3bsnB/pUjo27ZQ7ITqOG6qEGIJgEYAPpPS3Z9lElRblqiQUq4CUI27fdbBbpRjhwGLtTBgoUTB\ngMUcIW/rSCm/8TMs4C2aRMcDYOz4dgvvcqkqXQYs5mDAQolCuxXIDMqxFQcPVVoLD4Cxo3ULrzXq\njVUNS1padKdvVwxYiCiaGLAYjAfA2PLN/xLNgEV7YoTr1z8GLEQUTQxYDMYDYGzFMmDRz5OqYsBC\nRNHEgMVgPADGlpZNFYh+wKL1uREP3elHg90CFintnWWaKNEwYDEYA5bY0gcsxcUqYCmOUuYr7WQc\nrDOxRKZfF3bgcqm+Mbg+ieyBAYvBGLDEVixvCdmp9sAMdqth4b5KZC+2fyhr507Vq2Bamqe3yuo4\nfFh1p+9P3bqql8Nwr8CkBLZvB5o0qX45KDJOJ3DypHqtBSwFBaobbACoXdu4btD37TNmOvFKWxfb\ntgENGqg8O+Xl3uM0aRJeL7KhFBerp8RSU1VOF0Dtf0VF4U+joIABC5Gd2D5gadtW/U9Nrf7V3Z49\nKmFdTk7Vk1pBgcoX8frrwPXXhze99etV8r3586tXDopcjx7qJPnbb8CZZwKtW6sgdPhw9bhzRYVx\nuYX++1/1//TTjZlevMnOVvvjwIEqoCgq8u62/OhRYPBg4JVXaj6vTp3Uuv7Pf7zn0a5d9aZz/vk1\nLwslpm7dAJNT1yUc2wcs9eurK7mSkup/V0shf/31wIsven82fTowbpzn6i0cx4+rTM0jR1a/LBSZ\nl1+uOmzLFvX/4EF1YjOK06mCoUhq8hJBairw3Xcqm/ZFF6mM2YsXez5fsABYtMiYef34o9rfCgu9\nh2s1a0TRtmaN2SVIPLZvw2JEla6/aUQyXd4TtxYj21RIqYJirt/QAnVbHo02LnZqM0NENWP7gKUm\njyRqXbr7mwYDFvsz8gRZWqp61a1OevhExYCFiKLB9offmjySqN1G8ncSYsBif6mp3rmGaoLrNnwM\nWIgoGmwfsNREsIMdAxb7S0pSyclKS2s+LWbhDh8DFiKKBgYsATBgiQ9GnSS5bsPHgIWIooEBSwAM\nWOKDkQELszSHhwELEUWDaQGLEOJKIcRmIUS5EKKbz2cPCSF2CiF+EEIMilYZGLDEP9awxB4DFiKK\nBjP7YdkEYAQAr540hBAdAFwNoAOApgC+EEK0kdKIppPegh3sHJW/TFlZ9abHk5q1MGCJPQYsRBQN\nptWwSCm3Syl3AvB9zucyAAuklGVSynwAOwGcG40yhHOwq84BkSc162HAEnsMWIgoGqzYhqUJAH3/\nsr9WDjMcA5b4x4Al9rR+jXz7N2LAQkQ1EdVbQkKIzwE00A8CIAFMlFJ+YPT8pk9X/zt3Bi64IPB4\n27ap7sNXrAg9zdWrPdMF1EH35puBpUuBH35Qw4QArrnGk3yPrMPpVPmgvvzSMyw52TspX1IScN11\nQJ06gafzxhs16/MnkWi/k+/v5XQCJ06o/enqqz35u776CujeXeUaevPN8PvNOXgQ+OIL48pNRNYW\n1YBFSnlhBF/7FcBpuvdNK4f5NXDgZHz9tToJ5eXlIikpF2+9pQ6Cgbz6KvD11yp51ZgxwF13VR2n\nWzfg1lvVQXbXLs/w//wHuPBC4IEHVKK3U09VwU/t2rwKt6I77wS+/96zDvfvB95+W+V8OussNeyj\nj4CmTVXCRH+kBGbNYlLL6njiCZVPSC8jA7j/fuCll4CsLODPf1bD+/RRv6/TCfz732r/CuXWW1UN\njhAqD1hZGdC8ufHLQUTRl5eXh7y8vJDjiSi0Za0WIcQyAPdJKddUvj8DwP8BOA/qVtDnAPw2uhVC\nVBm8erU6SX33XeB53n030KqVSm5YXe3bA//7H3DllepqsFMn4KabgJ491TzPOgu47bbqT5diY80a\n4JxzgH/9yxOoXn01cMUVqpbMn5ISIDPTmA7oSO0fXboAt9+u3guhAhWHQ+2/s2ebWz4iMpcQAlLK\nKnXaZj7WPFwI8TOAHgA+FEJ8DABSyq0A3gKwFcBiAHdU5wmhcO6T16QmRJu+fhr+hpE1+WsQGmqb\n4Xo1VqDfm78zEQVj2mPNUspFAPwmm5dSPgngyUima3bAws7FrI0Bi/kYsBBRJKz4lFCNmB2w8IBr\nbQxYzMeAhYgiwYAlwukzYLEnBizmY8BCRJFgwBLh9Bmw2BMDFvMxYCGiSDBgiXD6JSUMWOyIAYv5\n9L+31pxeSv7ORBQcA5YIpl9YqPp9SUrynicPuNYXacDCxtTG0f/eJSWe/9x/iCiYuAtYHA6gosK7\nJ1NfNQ1Yjh3zf8LjAdf6tCAzSbfls4YltvS/t/4/f2ciCibuAhYhonsCYsASfxiwxBYDFiKKRNwF\nLED0A5bjxxmwxBMGLLHFgIWIImFax3HRlJ6uulkPdPDbu1eNE+m033zT+/vp6Sq53pEjbOtgF/r1\nlJ4OfPopMGoUMG+euq2o9/77sS1bvEtPB1atAoYOBYqK1LAFC1RixNGjzS0bEVmX6bmEasJfLiFA\n5fTZvz/w95xOlWAtkuy7+/apZHpNmqgEiQBw8qTK3ux0AgMGMKuv1W3fDrRr53lfWAjk5akg99df\nVSJLvYsvBi69VOWgoporLgaWLFFtzQAVwJw8qdoV9e8f+cUEEcWHQLmE4jJgIYrEqacCmzYBDRp4\nD7/wQmDCBGDQIHPKRUSUSCyX/JDIatihGRGRdTFgIarEgIWIyLoYsBBVSktjwEJEZFUMWIgqsYaF\niMi6GLAQVWLAQkRkXQxYiCoxYCEisi7TAhYhxJVCiM1CiHIhRDfd8IFCiO+FEBuEEN8JIS4wq4yU\nWBiwEBFZl5k93W4CMALAyz7DfwcwREq5XwjREcCnAJrGunCUeBiwEBFZl2kBi5RyOwAI4d0vrJRy\ng+71FiFEmhAiRUpZGusyUmJhwEJEZF2WbsMihLgSwFoGKxQL/gKWigqgtBRITTWnTEREpEQ1YBFC\nfC6E2Kj721T5f2gY3+0I4EkAt0azjESaU08FxoxRgYvTqXJCpaUB9eszPxQRkdmiektISnlhJN8T\nQjQFsBDADVLK/GDjTp482f06NzcXubm5kcySCM88AzzxhHr9wgvAAw+opIjnnmtqsYiI4lpeXh7y\n8vJCjmd68kMhxDIA90kp11S+zwGwHMBkKeWiEN9l8kOKihdfBMaOBTZuBDp3Nrs0RESJw3LJD4UQ\nw4UQPwPoAeBDIcTHlR/dBaAVgEeFEOuEEGuFEPXNKiclJq2RLRvbEhFZg5lPCS0CUKUGRUo5FcDU\n2JeIyIMBCxGRtVj6KSEiszBgISKyFgYsRH4wYCEishYGLER+MGAhIrIWBixEfjBgISKyFgYsRH4k\nJ3v/JyIiczFgISIiIstjwEJERESWx4CFiIiILI8BC5EfnToBTEtFRGQdpucSqgnmEiIiIoovlssl\nRERERBQuBixERERkeQxYiIiIyPIYsBAREZHlMWAhIiIiy2PAQkRERJZnWsAihLhSCLFZCFEuhOjm\n5/NmQojjQojxZpSPiIiIrMPMGpZNAEYAWB7g838CWBy74thLXl6e2UUwDZc98STqcgNc9kSVyMse\niGkBi5Ryu5RyJ4AqncMIIS4DsBvAlpgXzCYSeWPmsieeRF1ugMueqBJ52QOxXBsWIUQmgPsBTIGf\nYIaIiIgSjyOaExdCfA6ggX4QAAlgopTygwBfmwzgOSllkRBC+w4RERElMNNzCQkhlgG4V0q5tvL9\nlwCaVn5cB0A5gEellP/2810mEiIiIooz/nIJRbWGpRrcBZNS9nUPFGISgOP+gpXKcVn7QkRElADM\nfKx5uBDiZwA9AHwohPjYrLIQERGRtZl+S4iIiIgoFMs9JURERETkiwELERERWR4DFiIiIrI8BixE\nRERkeQxYiIiIyPIYsBAREZHlMWAhIiIiy2PAQkRERJbHgIWIiIgsjwELERERWR4DFiIiIrI8BixE\nRERkeQxYiIiIyPIYsBAREZHlMWAhIiIiy2PAQkRERJbHgIWIiIgsjwELERERWR4DFiIiIrI8BixE\nRERkeQxYiIiIyPIYsBAREZHlMWAhIiIiy2PAQkRERJbHgIWIiIgsjwELERERWR4DFiIiIrI8BixE\nRERkeQxYiIiIyPIYsBAREZHlMWAhIiIiy2PAQkRERJbHgIWIiIgsjwELERERWR4DFiIiIrI8BixE\nRERkeQxYiIiIyPJMDViEEE4hxLdCiHVCiE1CiEmVw18TQuyuHL5WCHGmmeUkIiIicznMnLmU0iWE\nuEBKWSSESAawUgjxSeXH90kpF5pZPiIiIrIG028JSSmLKl86oQKoisr3wpwSERERkdWYHrAIIZKE\nEOsA7AfwuZTyu8qPHhdCrBdC/FMIkWJiEYmIiMhkQkppdhkAAEKIWgD+B2AsgENSygOVgcpsALuk\nlI+bWkAiIiIyjaltWPSklMeEEHkALpZSPls5rFQI8RqAe/19RwhhjWiLiIiIDCOlrNIsxOynhOoL\nIXIqX6cDuBDANiFEw8phAsBwAJsDTUNKmZB/kyZNMr0MXHYuO5eby85l57Ib/ReI2TUsjQD8RwiR\nBBU8vSmlXCyEWCKEqA/V8HY9gNvMLCQRERGZy+zHmjcB6OZn+AATikNEREQWZfpTQhSZ3Nxcs4tg\nGi574knU5Qa47IkqkZc9EMs8JRQJIYS0c/mJiIhatGiBPXv2mF0MUzRv3hz5+flew4QQkH4a3TJg\nISIiMlHlCdrsYpjC37IHClh4S4iIiIgsjwELERERWR4DFiIiIsKiRYuQlJSEHTt2AFD9nI0bNw6d\nO3fGmWeeifPOOw/5+fm4/vrr8dJLL7m/9+2336Jr164oKyvD6aefjoKCAvdny5cvx9ChQw0pHwMW\nIiIiwoIFC9CnTx/Mnz8fAPDmm29i37592LRpEzZu3Ij//e9/qFOnDp599lk8/fTTOHToEKSUGDt2\nLGbOnAmHwwHV36s3f8MiYXbHcURERGSyEydOYOXKlVi2bBmGDBmCSZMmYd++fWjUqJF7nMaNG7tf\nT5gwARMmTED37t3RpUsX9OzZEwCqNKA1sjExnxIiIiIykRWeEnrjjTewbNkyzJ49G71798a//vUv\n/D975x3mVJX+8c9JZpJpCQy9NxFEEBAFFRtgAQsqNhAbll1d+6IoNsS2siK2n6hrWXXdBRFFBOuq\nMBZcG6BIlS5dejIt9fz+OHMnyUySSSbJZDJzPs+TJze3nHuSe3Pv977nLa1ateKEE06gsLCQYcOG\ncdlll9G/f39ACZHjjjuO3bt389NPP1FYWAhA165dsdvtmM1mpJQUFxfTq1cv5s2bF3a/OkpIo9Fo\nNJoGgBC1f8XDzJkzGTNmDACjR49mxowZtG/fnt9++43HHnsMk8nEqaeeysKFCyv6Jbjuuus444wz\nKsWKQVFREUuWLGHp0qW88sorSfkdQA8JaTQajUZTb6kLw8v+/ftZsGABy5cvRwiBz+dDCMHUqVPJ\nzs5m+PDhDB8+nNatWzN37lyGDh0KgMlkwmSqbvdIlbVIW1g0Go1Go2nEzJ49myuuuIKNGzeyYcMG\nNm/eTNeuXfn666/ZsWMHAH6/n2XLltG5c+e09bPBWVhWrlzJo48+SsuWLenQoQN33HFHyvd51VVX\nMX36dL777jvefvttpk+fjtlsjrrNRRddxOzZs6Ouc9555zF37lyWL1/O5ZdfztKlSykqKmLZsmUs\nXbqU3NxcsrOzAXjiiScAuP322wFwu92MHTuWk046KQnfUKPRaDQNlVmzZnHXXXeFzDv//PMZN24c\nzZo1o7y8HCEEgwYN4qabboraVrIigsK2nW5Hn0QI53T79NNP06tXL4YPH14579ZbbyUrKwufz8fT\nTz9dKRbWrFnDW2+9xZAhQ5g6dSonnHACY8eO5b777qN169aMGjWKvLw8Xn/9dbxeL4MHD2bUqFFM\nmDCB5557rrL9q666imHDhrFs2TKmTp3KnDlz8Pl8XHTRRYwbN44XXniBiRMnVvZhwoQJnH766Ywe\nPZprrrmGxx9/PKR/BpMnT2bUqFF89dVXrFu3jrvvvpsXXniBiy++mGnTpvHcc8+Rl5fH559/zsqV\nK8nKyuKQQw6p/O5er5esrAanSTUajaZBUR+cbtNFo3a6vfbaa/n666/505/+xEsvvcSKFSto1qwZ\n06ZNo3nz5qxYsSJEARrTxx9/PBMnTmT69Ok88MADTJ06lcGDB/Pkk0/SrFkzWrVqVWnVCBYrBk8+\n+ST33XcfoCwj8+fPZ9OmTbRt25YNGzaE9OHAgQP07t2bSZMmceDAgcplzZo1Y+XKlZVtDhs2jKKi\nIjZu3Mi4ceNYsGABK1asoHfv3iEH+Oijj2bNmjWsXLmSgQMHVs7XYkWjyUyklI32BqbRRKLB3dEK\nCgp45JFHADj77LM57rjjQgSKlLLSSaikpKTyotCkSZPKdYLX93g83HrrrSHLw/H6669zxRVX8Prr\nr1NYWMiAAQO46aabmD59Ok6ns1ofjM/B01WV5rHHHsv06dPp2LEj/fv356WXXiIvL6/avn/44Qd6\n9eqF2Wzmp59+4vTTT6/suzFkpNFoMgfTQ+oaJR/QokWjMWhwguX999/n008/JSsri969e3PEEUfw\n0ksvceedd1JeXk6fPn0YPnw49957L16vl/z8/BAx8Ze//IXJkyfTrl07zjnnHO666y5uuukm2rRp\nQ5cuXbj66qsZP348L7zwQuU2QggOPfRQnnrqKcaNG8drr73GmDFj+PLLLysdlKr24fDDD+fOO+/k\n1ltvZc+ePZXLevfuXdmuxWLB4XDQr18/hBDs2rWLM844o3L5HXfcUZlZ0PBhGT9+PB988AE+n48x\nY8Zw4oknpvon12g0KcLr95JlanCXaY2mVjQ4H5b6wM6dO5kwYQK33norRx99dLq7o9FoMgzxoHqI\n2nfnPgpzC2tYW5PpaB+W2HxYtGDRaDSaeoYhWDbduonOTdMXRqqpG7RgaaROtxqNRtNQcLqd6e6C\nRlNv0IJFo9Fo6hEen6dy2uFypLEnmsbG3LlzMZlM/Pbbb4AKCrn11ls54ogj6Nu3L8cccwybNm3i\nsssu48UXX6zc7vvvv6d///74fD66dOlCv3796Nu3L3369GHSpEm4XK6k9E8LFo1Go6lH/OfX/1RO\na8GiqUveeustTjzxRGbOnAmohHI7duzg119/ZdmyZbz33nsUFhby5JNPMnXqVPbu3YuUkptvvpkX\nXngBs9mMyWSqTHD6ww8/sH79eq677rqk9E+7n2s0Gk094qr3rwKgS9MuOF16SEhTN5SUlLBo0SIW\nLlzI2WefzQMPPMCOHTto27Zt5Trt2rWrnJ4wYQITJkxg4MCB9OvXj+OOOw4IzSGUl5fHiy++SMeO\nHTlw4ABNmzZNqI/awqLRaDT1kKFdhmoLi6bOeP/99xkxYgTdu3enRYsWLF26lIsvvph58+YxYMAA\n7rjjDn7++efK9a+77jpWrlzJE088weOPPx6xXZvNRteuXVm7dm3CfUy7hUUIYQW+Aiyo/rwjpXxQ\nCNEFeAtoBiwGLpdSetPVT41Go6lL7Fa7drrVVEaM1YZ4Eg/OnDmT2267DYDRo0czY8YMpk6dym+/\n/caCBQv44osvOPXUU5k9ezZDhw5FCMF1113H4sWLKSyMHnqfrAiotAsWKaVLCDFUSlkqhDADi4QQ\nnwDjgWlSytlCiBeAa4B/pLWzGo1Gk0KCL+x2q11bWDR1ku14//79LFiwgOXLlyOEwOfzIYRg6tSp\nZGdnM3z4cIYPH07r1q2ZO3cuQ4cOBcBkMlVmjo+E0+lk8+bN9OjRI+F+1oshISllacWkFSWiJDAU\neLdi/hvAqDR0TaPRaOoMly8QTWGz2LRg0dQJs2fP5oorrmDjxo1s2LCBzZs307VrV77++mt27NgB\ngN/vZ9myZZXZ22OhuLiYG2+8kVGjRtVY3iYW0m5hARBCmFDDPocA04H1wAEppb9ila1AuwibazQa\nTYMgWKDYrXbW7VuXxt5oGguzZs3irrvuCpl3/vnnM27cOJo1a0Z5eTlCCAYNGsRNN90UtS0hBEOH\nDsXv9yOlZNSoUdx///1J6We9ynQrhLAD7wGTgNeklD0q5ncAPpJS9q2yvs50q9GkCSFgzx5o3jzd\nPWk4TF00lTs/v5PBHQdz9wl3M3LmSHyTfJhEvTCGa1KEznQbW6bbemFhMZBSOoQQRcBxQFMhhKnC\nytIB2BZum8mTJ1dODxkyhCFDhqS+oxpNI8e4vuzfrwVLMjnoOsgDJz/A5CGTAcjNyqXEXYLNaktv\nxzSaFFJUVERRUVGN66VdsAghWgAeKeVBIUQucBowBVgIXATMAq4E3g+3fbBg0Wg0dUNZWei7Jjm4\nfW5sloA4KcwtxOFyaMGiadBUNTY8+OCDYderD3bGtsBCIcTPwPfAp1LKj4CJwHghxG+o0OZX09hH\njUYThNMZ+q5JDi6vC2uWtfKzdrzVaAKk3cIipfwVGBBm/kbgmLrvkUajqQmHI/RdkxxcPhdWc0Cw\n6FwsGk2A+mBh0Wg0GYZhWdGCJbm4fKEWFp2LRaMJkHYLi0ajyRx27oSFC2H9evX5yy/h4ovT26eG\nhMsbamGxWW3MXjGb/Ox8jut4XBp7pkklnTt3RojaZ7TNZOLJ66IFi0ajiZl588AovHr88UqwaJKH\n2+fGYrZUfr66/9Wc89Y5vLTkpTrJeKpJD5s2bUp3FzICPSSk0WhiJtjJ9uWXwaureyWVqkNCI3uO\nTGNvNJr6hRYsGo0mZoJ9Vux27cOSbKoOCWk0mgBasGg0mpgJtrDY7TqsOdlUtbBoNJoAWrBoNJqY\nCbao5OdDaSn4/ZHX18SHtrBoNJHRgkWj0cRMsEXFZFKipbg4ff1paFR1utVoNAG0YNFoNGFZsQJy\nc+Fvf4M+faBHDxUlBHDkkeq9RQto1w7y8uDZZ9PX14bAloNbWLpzKXarPd1d0WjqJVqwaDSasGzY\nAOXl8NZbSrxICWvXQkkJfPONWmfJEvW5rAx+/TW9/c10dhTvoGfznhza/NCQ+X/c8Qf52flp6pVG\nU3/QeVg0Gk1YDH8VY8inWTPo0CF0naZNIStLhTfriKHEcHldtMhrUW1+gaUAr1/Hj2s02sKi0WjC\nUrVekK2GgsE6YigxIkUIWbOsuH1upNSJ4zSNGy1YNBpNWAwBsnevejebo6+vLSyJEcnh1iRMmE1m\nPH5PGnql0dQftGDRaDRhiVWAGA/+2sKSGNFCmq1mKy6vq457pNHUL7Rg0Wg0Yfn++/jWX7YM3nsP\n1qxJfN/LlgWEUGMhWtI4i9mCy6cFi6Zxo51uNRpNWD7/HO69FzZtgo4dVbHDcLz7rooUuvRSOP98\nuPBCmD07sX336wcrV0KvXom1k0lEs7DkZedR5imr4x5pNPULLVg0Gk01XC4V/fPww1BT1ftzz1Xv\nTz4Jixcn7stiWFY8jcxlw+WLLFhsVhtOtx5z0zRu9JCQRqOphtOpagXVJFbCkahgKSsLfW8sRMty\na7facbi0V7OmcaMFi0ajqYbDoQRLbUjU+dYQPI3NidfljezDYrfacboa2Q+i0VRBCxaNRlMNw8JS\nGxK1sBhCpbGFSUcbEtIWFo1GCxaNRhMGh6PmRHGR0BaW2hHNwmKz2LRg0TR6tGDRaDSV3HsvDBwI\n11wDhYXxbduzp3ovLoZHHom+7i+/wJlnwr59Kvpo4MDA69JL1TqTJsH118f/HTKVaD4sOVk5vP7L\n63XbIY2mnqGjhDQaTSWffw433KCqM3fsGN+2//wnPP88zJ8Pr70G990Xed0PP4SPP4bff4fdu+E/\n/wldnp8P69bBLbfE/x0yFY/fE1GwjOkzhj/P/3Md90ijqV9owaLRaCpxOOCYY+Dww+Pf1mpVrx49\nYvc/cTigdWtlWalK69aNy4/F4/OQZQp/SW6V3wqzqYbaCBpNAyetQ0JCiA5CiAVCiBVCiF+FEDdX\nzH9ACLFVCLGk4jUinf3UaBoLiTjbGtjtsfufRNufzaaWN5aMt16/l2xTdthlOjW/RpN+C4sXGC+l\n/FkIUQAsFkJ8VrHsSSnlk2nsm0bT6EjE2dbAZqvZMmKIkGj7s1hUwcXycsjNTaxPmYDHH9nCYs2y\n6tT8mkZPWgWLlHInsLNiulgIsQpoX7G4FimrNBpNbfH7VYr9goLE2rHbaxYsXq9637s3ukXHaKux\nCJZss7awaDSRqDdRQkKILkB/wCi5dqMQ4mchxCtCiCZp65hGU4UtB7cgG9g4xYED8N//Ql6esmok\nQn6+ylJbVATr14cu27pVFVX87Tf1+YcfahYsX36p6hk1dLx+b0QLi8Vswe1zJ32fW7Ykt62dO1VJ\nhT17YO3a5LWt0UD6h4QAqBgOege4tcLS8jzwkJRSCiEeAZ4Ergm37eTJkyunhwwZwpAhQ1LfYU2j\nptPTnSi6soiTu5yc7q4kjWefVVE+F12UeFsmE1x8Mdx+u5r+8cfAsptvhrlzlajp0QM2b4ZRoyK3\nde65MHq0mm5gGrEaHp8nsg9LioaEOnVSkVrxRoRVZeVK6N1bTT/0kApJB9iwAbp2TaxtTcOn+eu5\nSgAAIABJREFUqKiIoqKiGtdLu2ARQmShxMqbUsr3AaSUu4NWeRmYH2n7YMGi0dQVZd6GVejmwAEl\nJm6/PTntzZyprChnnVV9P6Aikb74ouZ2pk2D996DjRuVYKlNbaNMIRYLi5QSkeQfIRmRWMXFgekd\nOwLTpaWJt61p+FQ1Njz44INh16sPQ0L/BFZKKZ8xZggh2gQtPx9YXue90miiECmFeqaSDGfbqoTz\nZanNzTGr4h7e0G9+0XxYTMJEtik7qcNChsXKlQTDjeGTVJXGVsBSk1rSamERQhwPXAr8KoRYCkjg\nHmCsEKI/4Ac2AdelrZMaTRAenwegweXESEY4c1XChTcnkm7f4VBDSQ2VaGHNEBgWipS+P1486lSm\npCTxtiId18ZWXkGTWtIdJbQICHfl/6Su+6LRxILTra7ADS1iI5HqzJHIzQW3W90Ys7MD+6ktTie0\nbZucvtVHoiWOg+Q73hqWlWQMCUVqozEl/tOknvowJKTRZAxGAbqGlhPD6Uz+kJAQgeRvwfuB2jnQ\nNvSbn9fvjTgkBMkPbU6VYAk+tg39mGnqlrQ73Wo0mcT8Ncr/uyFZWPbsgUWLoEkKkgcYw0LNmsFP\nPwX8UFq3jr2N9u1ViOwtt8Ahh8Abb6joo4aGx+9h6eIsnroFxo2DCy4IXW7NslLuLU94P4sXw+TJ\nMGCA+jxlCrRpA0OHVl930yaYOFGdIz6fqjO1d686Bm3awNix8K9/Kadogw8/DExPnapE67//rQTS\n9u3K2jZwoAqff/rphL+OphGhBYtGEwer96wGGpaFZe1aaNkyEJaaTIKz3v7wA5xyirrZxSOO5s6F\nn39W7YweDdOnJ3/4qj7g9XtZuTybRYugXbvqgqXAUkCJJ3GHk+++U6Hm69cr0dC7t8p1E06wzJ0L\ns2YFPnfrpnLpfPddYF6HDvDnP6shQCmVMLFa1ed//EMJmp9+UvPWrVPbfF+RbUsLFk08aMGi0cSB\n0+1EIBqUhcXphP79E08YF45gx1unE446SllM4qFJEzi5IuVNYWFqHITrAx6fB783izZtwjur2iw2\nnK7EvVidTiU81q5VFqujjlKWj1i3De7btm0qj87IkeHXX7wYZsxQAsxsDggWjaY2NEDDqkaTOhwu\nBy3yWjQoC0sqHG4NgkObk7GfWOoUZSpevxfpzaZZs/Df0W61V/pQJYLDoUTjnj3K6hHPb+pwhK67\ndWv0Y2qzqXVstoaf+E+TerRg0WjiwOl2KsHSgCwsqcjBYhB8M0zGfmKpU5SpePzKwhJNsBhRaong\ndAasXFZr9N+0qsioKlh27Ih+TO12Zb1piBYxTd2T0JCQEGJADKt5pJS/JrIfjaa+4HA5aJnfMiV1\nXdJFKodYqg4JJbqfcLldGgrBFpZwNX6SaWE54gg1bbFE/02rJpWrOiQENdeCMt6DM+Aa+HypGYrU\nNEwS9WH5EviR6JWVuwJdEtyPRpN2pJRsOrCJwe1OptTtYudOFSmRyZSUqHovqbSwrFsHq1erJ+1E\n92OzwapVyveiodWo8fg8+LxZtGymInGqhprbLDY2HdiU8H6MISEIhJ7v2qWOUadOKnfOzp1qedWi\nk0a/gol2TI1lkdbZskVVB/d6M/+/pEk9iQqWH6WUw6KtIIRYkOA+NJp6wbdbvmVP6R7mvdGVAyeU\nMXlY5o/L33OPigJ57rnUtD9gAPztb6oekMkEhx6aWHvHHKOihG6/Xd1M27VLSjfrBS6fC+m10KGb\nCv294w4VZWPQsUlHHv7qYR4Z9khC+3E6oUUL6NsXBg+GLl2UJeXkk+Hyy1UNqKVLQ7MK9+oFp50G\nX3+tila2b6+EbllZ9GR+nTtDnz7qPDjqKFi+HE49VW37yy+q2ObBg+pYuhuO0VKTIhIVLONqWqEm\nQaPRZAp7y/bSN+dsljk64Chfn+7uJIW9e1WujAsvTE37V1yhXsli4kT16t0b9u1rWILF6XIiXHYK\nC+Gxx2D27NDlY/qMYeq3UxPej+H8/MsvgXnLl8Mrr8C336pzYsYMOPHEhHdFu3bwa5BDwJVXBqbX\nrYPhw2H37kCZAI0mGok63c5NSi80mgzA6XKSI2zgtuFC2cUz/UKbygihVNLQnG/90q9yrHgKyMoK\n71eSzLDmcMfc2GddhY0bxzAZxRc1jYNEBUsDLvau0YTicDnIEXZw2Sn1qrtlpjuAZmpOk4bmfFvi\nLiE3Kxefx0x2dnhBlm/Jp8xbhs/vS2hfkUSqsc+6ErHGMdRDQZpYSXRIqL0Q4tlIC6WUtyTYvkZT\nb3C4HFikEiwlQYKlWbM0dywBUhnSnEoaWj4Wh8uB3WrH61X+K+G+n0mYyM/Ox+l20jSnae33FeGY\nG3WfUlFXKhxWa6h1xe9vmCUXNMkjUcFSBixORkc0mvqO0+0Etw1cNkp96vE+02+a2sJSP3C6ndis\nNjweIg4JQUUuFlftBYvfr+o5FRSEaTvIwlIXgkUE2ectFmVpyclJ/X41mUuigmWvlPKNpPREo6nn\nOFwO1v56iBoS8imlcutDa9jU/gk6+4dyef+xXH11mjtZhXffVZEaRx8dmCclTJgABw6o1OqZaGGx\n2+Hll5WT6JgxKvIkk4nFwgIghOCzDZ9x9ZG1O9H+97/Ilgy7XUXrmEzK+lEXtGihhEt5uXL6/fln\nVW9q9Wq4914lZNLF37/5O0t2LkEg2OrYSq8WvZBIit3FFFgK6NK0C7tLdpOXncdjpz4Wc7ulnlKm\nfTuN+0++P4W9b5gkaoDTo4+aRoPT7WTLeruyslgdLFgAHU/4mo2WuXztfINXX013D6tz4YWqMF0w\nxcUqNPjYY9VNPxPzX9x4I1xzjbrRvfdeunuTOE6XE7vVXmlhMYZnqobND+kyhBV/rKj1fr79NrK4\n69hRhVFXjU5KJTNnqpfVCi+8oHL1/Otf8NBDKvQ5nUz8YiJvr3ibWStmsWjLIr7b9h0d7R2ZtWIW\nO4p3cP/C+/nXsn/x+LePx+VX9MO2H5hUNCmFPW+4JCRYpJTHGtNCiPZCiMFCiJOMV+Ld02jqD8rp\n1gYuO1icDB0K/QY5YP8hZOU7MmZ4yOFQfjfXXgtjx4aa5jOFQw9V/R8+PPOH5UCdWzaLrdLCkp2t\nrAtlZaHrDWo3KKE6Vg5H5HBlkwkuvRTOOafWzcfNqacqi4rFomobDR8O+/erZb7EfIuTTtemXbmy\nv4rLPr3b6QC0zm9NgaUgKSUTNDWTlGrNQoi/A6OBlYBxmkngq2S0r9HUBxwuB94SO7gLwFKMlFKl\nSne0R3RYnTE+FZnqaBuOhuJ8awwJ7amwsEDgu+XlBdazZlkTqmPldKohwvqG1aqy67ZvH6gcXR//\nTzaL+uO0zG8JQE5WTmXJhFj9irx+L6AyG2ebs1PT0QZKUgQLcB7QU0qpI+o1DRany4mn2A7+LPDm\nUOIpUXkxnO2Rlh8z5saZqY624WgozrdOd2BIKLviHmY4wQYP2VnN1oQtLPXx2FutyremfXvlVwXp\nFaIyQgprm1UJFrs18CPGmx/HWNfpdtIsN4NDDNNAsoLINgBaKmoaNA6XA1x2NYTiUk9VhoXFl+UI\n63NQH6mvN63a0FASyAUPCRkWlnBizJplTajwZn0Vq4aTb4cOSrhAeoVombcs7HyLWXkBZ5sCt7t4\ni1Iaw0fJKGTZ2EiWhaUU+FkI8QVQKf91HhZNQ2J36R4s2JSnudvGVsdW9pbtBedJeM1OLNlu9uyx\n0LJlevspZahfisejnFNB+Sns2NGwhoT271cvmy1ws880HC4HTaxNKC4OWFhsNuXXUVYGublqXiIW\nFpdLlTOoz8e+devA9O7ddbdfw6Lil34cLof6X0dbH1n5brPa2O7czv6y/eRl51WKGiEEUsrKISCT\nMOFwOdhVvAuArY6tNM1pisVsweV1kW/Jr9xWE55k/b3nVbw0mgZJ0aYi9pTupom/Odf8BT7K68Pw\nfw/HJEwc1moC+7MPoXzc+bRr9wEbN6onxXSwdauK9gi29KxaFbjhnXoqfPcd3HRTevqXbFq3VnlF\nOnSASy5RobGZiNPlxFLegd9+g+bN1bzDD4cRI9R0aak6hsbNrTacdBKsXasqMtc3evZUNYwsFjjs\nMBXWPHUqXH996vft8rrIeTSQACY3KzeshWVkj5GV092bdeekzicxqN0g3D43186/Fq/fS7G7mJ7N\ne7Jm7xrkA5KHv3qYB4oeYEDbAZze7XSe/v5pcrLUvkbOHEmxuxiv30uBpYDBHQfz6WWfpv4LZzBJ\nESw6F4umobOzeCfndLuY7815TJ8OMCew8E74Ydu/ueHDG/D2Vk+G6RIs+/YFpn0+ZVFZvlxV2wXl\n2LhokarU2xBo2lRZjObNUyHamYrD7aCFtDNwYODcef55FeoLAcFizaq9hWXnTliyRFVnrm/MmhWY\nXrUKVqxQlZzrgqpDM/84+x9cPe9qvH4v8oHqY7zGvC/HfVk575kznmHZrmX0e7Efa/auqZz/3dbv\nAFiyYwl9W/dl+pnTQ3LoXDT7It5Z+Q5fXPEFN33UQJ4iUkhCPixCiJcSWUcI0UEIsUAIsUII8asQ\n4paK+YVCiP8KIdYIIT4VQjRJpJ8aTaI4XU7yzPaICbXsVrtynEyzE6hRl8XlUvlWCgrUTd2grtKu\n1zWZ7stilH2IdH4ZKeyt5tpHCdVX/5VwGHlo6oKqIcl2qx1RizJ5wY64YfdTkWsnGGM/iTpTNxYS\ntbCcJ4Qoj7JcAEOjLPcC46WUPwshCoDFQoj/AlcBn0spHxdC3AXcDUxMsK8aTa1xuBzkmuwRM28a\njnfd0xxma1zknU7l+2CzhQqU/fsz56YVD3V5g0sFTpeTbLOtZsFSS6dbKTMrnL0uBWhVC4sRCRQv\nRsizQdXjZDhWhyPRcPXGQqKCZUIM63wdaYGUciews2K6WAixCugAnAucXLHaG0ARWrBo0ojD5cAq\nIt9QjNDGdFtYjH07HEqw2O2heTwy6aYVDw3BwpKVE6OFpRZP4uXlgYR0mYDNpiyEVR3IU0FVwVKT\npSQSVYVO1VBnI9dOOCxmi7awxEBCgiWZvitCiC5Af+A7oLWUclfFPnYKIVolaz8aTW1wuBzkmDpG\nvKHkW/Ip85ZRYPfhcJjrtnNBGDdtw8Jit1e/4KezPkuqyHTB4nQ7yfZHtuAFW1hq8ySeaaHsZrPy\n2SkpCV+oMZlUFRa1FSxVI3wcLgci6M9n5NoJh9WcWLh6Y6FeBAFWDAe9A9xaYWmp6umUAdktNA0Z\np9tJCxnZwmISJgosBVhtThYtasq2bTB+PCxeDL171129HuOm/eST4PVWt6ZkYhr+WLDZVDHHe+9V\nny+/XEWbZAoOlwOzN/L5Zfgm1dbCkomWNZsN/vMfKCxUzuTJiBj6avNXfLouNBJn1Z5Vofu12LCY\nLXj8noT29dg3j7Fy98rKz1sObqlmhckyqVuwNcvKdud2Zvw6g7zsPE7rdhr5lvyE9t8QSbtgEUJk\nocTKm1LK9ytm7xJCtJZS7hJCtAH+iLT95MmTK6eHDBnCkCFDUthbTWOlxFNCa39e1Cq2NosNq83J\nm9OUl+uwYSqM+PLLVUG3usDphCOOgB491Odx49T7/Pkq0sTdQB/icnPh6aeVj85//wtNmmSeYDF5\nqg8J/e9/cNllAQtLXnYepZ7SuNvPJIdbg3vvhWnTVG6dVauSI1heXfoqpZ5S+rfuXznvqLZHcWyH\nY/FLP3nZebQuaM3iPy/GJ+MvZvTWBW+xYf8GfNKHQPDnAX+mRV4LhBA4XA7a29qHrP/0iKe5ceCN\nWM3qwF8651IAXjjrBa4/ug5iuusJRUVFFBUV1bhe2gUL8E9gpZTymaB584BxwN+BK4H3w2wHhAoW\njSZVuH1u8FmjDqfYrXay/IFxiXQMUTgccPHFAUuDwdln131f6hIh4IYb1LTfn1nDQz6/j3JvObjz\nqwmWY49VtX8MwRJvVlWDTLSwXHABPPII5FSkSEmGP4vD5eDyvpdzfq/zo67Xs0XPWrU/us/ouNZv\nld+KVvmtGv1wUFVjw4MPPhh2vYRT8wshrhRCLBFClFS8fhJCXBHjtscDlwLDhBBLK9oZgRIqpwkh\n1gCnAFMS7adGkwgurwt81qgWFrvVjjkvcDNJh/NtpvkqpIJ0Oz7Hi9PtpMBSgNstwp5fVmtAsORk\n5eDxefD44huuyMTzwjiOJSXqs/GeCOFCi+sDwan+NZFJyMIihLgSuA0YDyxBhTEPAKYKIaSU8s1o\n20spFwGRPBRPTaRvGk0ycflc4K1ZsJjM6k5ZWJiep/xMNP0nm0xzwDWiR9zu8A7RFktAsAghKnP+\nxFM4LxPPi7w8Fd1UXh74PyXqgBsttDidiCqmo0jFFxs7iVpY/gKMklIulFIelFIekFIuAC4Abky8\nexpN/SAWC4vNakNa1J2yffv0DQllmuk/2djSnAsnXpwuJzaLDZeLiBaWYN8jm9UW97BQJp4XQiix\n5vdDy5bJOabRQovrE5GKLzZ2EvVhsUspN1WdKaXcJISo/2eFRhMjLp8L6bHUaGFBKAtLsGCpy4el\nTHySTjaZNiRk3ESjCRZXUGBQbfxYMnFIKJhkHdNoocX1iaqh1hpFohaWaDJQS0RNg8Htc+P3RHe6\nbW9rz99WXg35uzjqKJhS4Xm1cKGKYnn77dT1b9o0dWNbuLDuQqjrK23bwoIF6veYNq1u9jlwIDz2\nWO22NXxYIgmWVq3g6qsDkWbl3nJe/OnFmNq++27V5sSJmWdhAejXD/r0UQ8Agwer72K8Xn89vrb6\nPN+H7c7ttc5kWxcYw3yTv5yc3o7UUxK1sPQSQiwLM18A3RJsW6OpN7i8LqQn+pDQw0MfZubymby/\nfh99Wrdm0iQVYnvOOWr5pk2p69+GDUog3Xhjw0wMFw9HHKFCuKdPh/Xr62afP/2khjDuvjv+bcu9\n5eRm5+J0hq+kPHWqukEb58/tx93OT9t/iqntDRtgwgR49NHMtLAsWqTehQBPkJ/xww/H/39asXsF\nAAWWFGeiqyXyAYnP78PpdtJ2Wtt0d6dekrBgSUovNJp6jsvnwleDYBFCkJ+dj08qhwOrVTkLGqTS\nr8LhgGbNtFgxsFjq3vG5rJY2ZZfXhcVsiThsI4QqYLlrl/qcm5Ubcxisw6HCoiEzBYs5KCQj+L9X\nWAjbttWuTZNIODg2ZZhNZuWA7XPj8/swm9KXNbs+kuiRmwjsl1JuDvdKRgc1mvqAy+vC744uWKAi\ndXpQJlLjJmEypdavQvuuVKeufVlqLVh8Lqxma9RjGBz5VPUci4bDoYZTIDOHhCKRaZFg8WASJvKz\n8yl2F6e7K/WORAXLBlSF5bHJ6IxGU19x+Vz43NGdbqEidbq3umDp0CH1FhYtWEKp65taafwJaAHl\nH2XNskaN5AkWX1XPsWg4ndCunZpOdU2euiTTHKvjpbYJAhs6iRY/nCqEmAE8KYS4BngB8Actn5Ng\n/zSaeoHb58bnsmJpGn29qk+/xg0o1WHOTmfDeoJOBjZbhlhYvMrCEk10Bodqx2thadJETZvq70hI\n3GRa6Hq8GLl2NKEkfApLKbcBHwI9gJFBrwaeDFzTmHB5XXw4L4YhoSpPv4aIaNcuNTfPJUvg2Wdh\nyxZtYamK3Q6//65+nyVL1A3uhx9C11m4EH7+OTn7O3CgdiHscQ8JxWhh+eEH2LMnNefFLzt/YXfJ\n7pB5Czcu5OedSfoxa8Buh99+gw8+UBFh0ZBS8tbyt+qkX8nCZrXx2tLXmPHrDJbsWMLLi1/GL/01\nb9jASTTTbW+UVWU7MEhKuSMpvdJo6hE+vw+Pz4PwWTnllOjrWsyWEIdIiwUefBC6dYPnnkt+36ZN\ng717VYHFLl2S334m07Wr+l0+/BC+/x5at4anngoVFcOGwdFHw48/Jravnj1hzRrYsSMwBBMrLq8r\nriGhqudYJKZMgf79lYPqc8/BiSfG169o9P9Hf0b2GMm8S+ZVzhv2r2Ec3e5ofvxTgj9mDPTpo47d\nyJHqczShuKd0D5e8ewkCwcwLZqa8b8ngxoE3cuXcKwEY3Xs0s1bMYkT3EXRs0jHNPUsviVpY3gEe\nlVKO0WJF01ApdhdjFQUMPs5E797R1w1nrp80CY48MjUWFodDFf2bOjVQJE6jyMlRv8sNN6jfvrw8\n/HrJqFHTooV6r80xjsXCUpshIa9XhTSbTCrcPTc3/r5Fo9xb/QetK0fRpk3hb3+LbV2juvVV/a+K\nuzhhuri87+WV09ud2wH0EBGJhzX3l1JW/nOEEM2Bk4DfpZSLE2xbo6kXOFwOrMIek2k9krk+VQ6g\nOjqoZmpy0ExGJmKvV73X5hgrH5ZcXC5VPycctRkSipSIrqEQfN5HqsMEmXmjD64ttM2p4rd19tvE\nLSzvCiH6AAgh2gLLgauBN4UQtyXaOY2mPuBwObBIW0xOrVZz+KffVDkJZmKNmLqmLhw0PZ7a78fl\ncyG9FgoKVM6VcAQ7EMdqYYl2E28IBIuxaII006Nttjq20sTaJOO/RzJIVLB0lVIur5i+CvhMSjkS\nOAYlXDSajMfpdpLli9HCkhX+6ddmg+Li5NcV0uHMNRPJupXMY+HxQPPmtRwSqsiiHO04Wq2qvy5X\n/bSwGNWF01VlOJpQNG70ksysgOz2uWlvb68FC4kLlqBkyZwCfAQgpXQSFN6s0WQyDpcDszc2wRLJ\nIdJsVj4EyfCXCEYPCdWMMSRk3Ev9FVcm41gk45h4vSrTcG0sLEadqmjHUYiA8IrV6bYuBYvhJ2K8\n1zXRhGJDGErpYO+QkUNbySZRwbJFCHGzEGIUMAD4BEAIkQtkJ9o5jSYV3Hijitw544zYHPecLifC\nUxBT4q2crJywzoigboyzZsXZ2Qh88YWqO7N/fyDPhiY8TZrAvn2B4oGdO6vfrmfPxHK1zJ+v2unU\nCVatUoLlyiuVuJg2DQ47LLZ2yn3l+NzWGs+vkhKYObP6ObZmjRIm+/bBmWcGzulUCZa7PrsLgAUb\nF9DpqU50eqoTBY8VUJhTyM7inXR+ujPiQRFzcrtEMIbQTjsNBgwItZrdt+A+ujzdhes/vB6Aw1se\nnvL+pIruhd3566d/5aLZF6W7K2klUafba4CHgFOB0VLKAxXzjwVeS7BtjSYlPP+8CvXcv1/drO65\nJ/r6bp8b6bXGFGVRYCmI+ET317+qvCDJYM0aOPlkePJJHR1UE7m5qu5MWRnk54daVPLyVHVrKSP7\nj0Ri1SolEE48ES67TA0JGXz4oTpGsVDsLiYbW43n1/jx6nsUWAoodhcjpUQIwbZtyl9l5074+GM4\neFCd06kSLEt2LmHOxXMY2H4gfunnpcUv8ejXj/LZ5Z/RsUlHbvjwBn4/+DulnlKsWak18Rw4oKxb\nxcVw6KHqOxv/hye+fQKXz8VNA2/i0VMexWbJLGev8nvL8UkfJe4S7FY7l/a9lLHvNu6k8olmuv0D\nuD7Mov8BLRJpW6OpC2K5SXn8HqQvO6aLv91qZ5sjfFW2Dh1Ugrdk4HBA27bQsmVy2mvoBP9OwcIC\nlGNqaakSM/Fg1OnpVlGXPrjQ5f796t3rhawarrIOl4PsbHuN51eHDrBsmfKTEkLg8rnIycrB5Qr0\nBwLntMuVGqdbh8tBW1tbOtg7ANCpiSox3dbWllb5rSqrIcdaoDERjGG0Zs0CTs9VBXwHewfs1swb\nNzXEXl62Ch3r2bxno/djSVqyZiGEWQhxphDiTWAzkBkB7xpNDXj9XqQ3KybBYrPYIo41JzNVvPZd\nSR61rUtjlEMwjkOw4Nm+PbBOje24nGT5bTWeX8Hnj81iq7TkGYKl6r7c7tRYWJwuZ4gAMCwXVUVB\nrOUDkkWk45iJYiUcNqu6tqTLsbk+kLBgEUKcLIT4B7AJNUR0Gip66MJE29ZoUoXheOmPwTXc41MW\nllieVqMVLUtmLhYdHZQ8antcjGNgHIfsIK+9P/4IrFNjOy4HWT57jedXcD+DzzN3hSHjQMWAvHFO\np2pIyOFyhIiAfItSavnZoSaqurCwBBPpODYUwWIxW8gyZUX0kWsMJCRYhBBbgceAb4DDpZQXAGVS\nyvS4ims0MVJcHPoeDa/fiz9GC0s0wZJsC4vOv5IcantcjGNgHIdwQz+xCBan24nJG5uFJZxgMSws\nOypyjRs+OqkSLE63M6w/iKgyvloXTrfBRMqDY7M2nD+KzWJr1MNCyUjN3w41/DNSCJEPGRrsrmnQ\nLFsW+tnnU+87d8Ls2ao43scfh9/W4/fg98Tmw2KYbcNht6uaNca+a8OuXfD227B6tbawJIucHHX8\n40FKVZ/Ibg8IFrO5+nrz59csih0uB2ZPzT4sdrvygdqyJfQ8MwSLUQ9p5051jqRCsOwr24fD5aj0\nU4nGsl3LalwnmQQPCS36fVHlkFRDsbCA+i5zVs3hx22pr9dUH0lIsEgpbwO6AtOAIcAaoKUQ4mIh\nRAxBoBpN6ikthX79AiGPWVkwdChMnAgjRqjonUGDVMRHuCftZFlYDjtMFSpcvbr23+WNN1Rtoi5d\nVH0iTeIcdhh88kl822zeDFu3qiJ8ZjNccQWMGwfdu8Ptt8Mll8D998MLL8Cnn0Zvq8RdgvDk13h+\nHXKIqln09NPhLSz//rcK7R0xAt55B/70p/AiKhHeWfkOHewdMJsCDZ/Q6QRuGXRL5efxx40HYOyc\nuo1oCR4Suvidixl+yHDOOvQserXoVaf9SCVXH3k1N3x0A4NeGZTurqSFRMOakcoDaCGwUAiRDQwH\nLgGeR0cKaeoBxhh/SQkUFChfg/nzA06SV1wBb76ppl2u6kMtHp8HX4wWlmiCpUULOPbYxPxYysvh\n4ovhoYdq34YmlPPPh+nT49vG4YAjjlBRQqCEJMDataHrbdkS/Xj7/D780o/HVbMgbtoUrr0Wfvgh\nvGABFV7917/G913iweFycPHhF4fMa5bbjGfOeKbyc9/WfVPXgSgECxaHy8Hsi2Y3qOHomzgtAAAg\nAElEQVQggHtOvIeXFr/E5oObK8PaGxNJixICkFJ6pJQfSCkvBWKqgy2EeFUIsUsIsSxo3gNCiK1C\niCUVrxHJ7KemcREc9un1Uq3IXLBAcYUZdvf4Pfi9WTE53QZHb4QjUcfbhl7QLh3U5pjE6vRcU30h\nl8+FNcuK2y1iO78q2rNb7CFRQkZfUj1MWNXhtj5h+CL5/D5KPaWVzsANjSyTsjOUeJKcNjsDSKpg\nMRBCvAE8aRRGrIHXUFaZqjwppRxQ8YrTYKvRBAgWLIajZPCDSfBFPpxg8fq9+NyxWVjyLfmUecvw\n+cM7qiRaiC9VuTUaM7Vxuo216GRNIdOqUrM1ZiFqiCub1RYSJdSiRWB5KnG4HPXWamH8NsXuYvKz\n8zGJlNze6g2N0fk2VUf0OeBz4PKaVpRSfgPsD7Oocdm6NCnDGBJyOsPnLzE+5+UF1g1GDQnF5sNi\nEiaV7TaK420ikULawpJ8amNhiTUPTk1tu3wuLGZLXILF6aw+JGQkxku1YKmag6U+Yfw2Tnf97WMy\naQg1kuIlJYJFSvmjlPJdKeVdCTRzoxDiZyHEK0IIXS1FU2uCLSzhnoyNzy1bRraweGO0sED00MNE\nh4RSlQysMZPOISG3z60qfMcoWCqHhKz2kCghQ7CkOtTd4a7fQ0IOR/22AiUTbWGJEyHEfCHEvEiv\nBJp+HjhEStkf2Ak8mUg/NY2TgwfhhBOgf3/1+frrlcNqcAp1UGm9QaVsv+suePXV0OXbdnrwlMcu\nWLx+L++sfCfsssJCeOIJuPTSOL5IENrCknzsdlU48McfYfRoGDgQ5s5VNYJatFCfp04N3SbWPDjR\nLGqTJ8PZ57rYs9PKzJmxHdfCQvj1V1j6vRLFzz6rooMM59+q53Yy+e/6//LZ+s9omtM0dTtJgMJC\nePfLVRw9ZTSbVhXSrRu89Vbk9R0OdYwvzLAUp71aqqinQa8MYumOpWnuTd2SaJTQExXvAngZuDbB\n9gCQUu4O+vgyMD/SupMnT66cHjJkCEOGDElGFzQNgG3bVOhpVpZytp0xQ81v1y50vQsvhKOPhquv\nViGoq1fDNdcElu/a7aHnobE53QJc2e9KNh3YFHbZ+PFw0klw3nnxfx/QgiUVWCxw+umwfDnMmwdj\nxyrx8s03avm996rq2BMmBLaJ1cISzXrz9dewbZeL8mIrO3YQUzXwTp3g5pthxXo7hW0d/O9/6vP4\n8eo91grRtWHx9sWc3+t8hnUdVuO6629ZT98X6jZaaORIuDd7FbM2NWfJvf9ho1PlyhkzJvz627bB\nxo1qndoUv0wXsy+azaCXB/HrH7+yYvcKjmyb+fkNioqKKCoqqnG9RIsffmlMCyGKgz/HiSDIZ0UI\n0UZKubPi4/nA8kgbBgsWjSYYpxNatVIXo99/V0/K4bBYoEePyEKg3O2lbevs8AvD0LNFT77+/euw\ny2w29VRXXFy7i6QWLKmhZ0+VI8fjgb59Yd26wLIBA+C990LXNwof1kQ0h16XC5q3drHPZ61cNxYG\nDICV36khoXwX9Oql/K96945t+9ridDs5pPCQyiiVaLTKb4Ws4xyi2dnQuqOT3t5OLHGqgxNtOM7p\nVAVEd+8OrfJc38nJyqkclmsow0JVjQ0PPvhg2PUSzsMSRK3OTiHEDFTSueZCiN+BB4ChQoj+gB9V\no+i6JPVR04gwnoIPHoxt/YiCxeOhaU7sf5VouVhAWXxycgJ5YeJBRwmlBrtdFSw0agMFi4xwwzrJ\ncLp1uaBJKxf4LJXrxoLVCrjUkFBWHQpYh8tB24K2Ma1rMVvqvJYQVA+7jubgHlwLyunMHMESTGNz\nvE1IsAghmgV9NAshCgmylEgp99XUhpQyXDrE1xLpl0YDAT+DWC/oxnpVi6G6PF7yc2K3sNQkWCDg\nIFgbwaItLMnHZoPffgtUXw4WueEcZ2MNa47mdOtyQYtCN3jVAY1HsMhylYclvw7PB6fbGbMza7Yp\nuzIpXl2GF1etc1SThcWoBeVwBByXM4mGYmGJlUQtLItRlhVDpARX5JBAtwTb12hqjfEEFatFItKF\n3+XxkF8Y+1+lpuRxUPvwZh0llBrsduXTYNQGMqotG8vCCZZYLSzRhoQKmrhgT3xDQlYr+MuUKC6s\nQ4tbPEnjhBAqXNvrIjc7N8U9C+BwOWhiDQSVRhMswRaWZFVRr2sam2BJVPoeKqXsJqXsGuaVFrGy\nfHmgWmmycPvc7CreldxGNSll9Wr4+Wd1MYr1Bm9c+B0O+PJL5dMAsN/hpSAvuRYWiyXUTyKYbdvA\n7w+dt2eP6tOePVqwpAK7XTlgGjewjRtDlxnnhPEyxE0s7f7xB5SVVV9WKVjitLBYLOArU0NCdWFx\n80s/3275li0Ht8QV0uzyudhbtjeFPQtlm2Mbv+39LaSPu3YpHxVQZRJ27Qo42a5YETje33wTOLYb\nNoS2u3Spct4vL6+zrxIz6/av48tNX7J6TwIFyjKIRAXLT0KI45LSkyRxxBHVw1IT5b4F99FmWpvk\nNqpJKWeeCd99pxxc77kH7r675m1OPlkVr+vVS0UMPf64uqnsPVBO9y6xP8bGIli6dlUVdcNxwQWq\nXkwwU6aoPrVtqyJFNMmlb1/leH3GGdCtGxx+uKrd89hjShCcdZYqOmm8WrZUxQhrIidH+SxVddoF\ndW517l5GTnYOxx8f+5CEsrDYKHYX43LLlAuWFX+s4PQ3T8dutdOjeY+Yt+vUpBNvLY8SV5xkbvnk\nFtbuW8uAtgMq5+XmwiOPqCjBTp1UwdNjj1VRX88/r64PZ5yhikVOmqTqMF12WaDN4mLl5NyxI9x6\na519lRqZeMJEzjz0TMo8ZYydM5Ze03ux4o8V6e5Wykl0SOg64P+EEL8Ad0opw2WsrTO8XvWebAvL\nVsfW5DaoSTkHDsBPPwVyrJx1Vs3bXHNNIJz5xRfVk5XHA6ZcJ317xv5kabPaIma6NbjsMpgzJ/yy\n/fvVK5jSUhW6euONMXdDEwdHHAHBUZWffx66PNKxqgkh4PLLI1tYWnd0MvZ8O6+eG3ubViu4y7Ow\nZlkp95Zitaa2Zs6B8gP0b9OfBVcuiGu7cf3GUewuTlGvqnOg/ABPDX+K4zqqZ2i7XYWiL1gQGJb7\n/Xf1vmmTEqmjR6vPxgPNypWheVmCj1tVy0s6ObvH2Zzd42wA7v78bqYsmtIoagslGtb8vRDiGOB6\nlLXlY1Rkj7H8logbpwDjpEwk9bkm85EydqfISBjDAD4fYI0vu6fNop5+ozkcRnPGNDLyBqN9VzIX\nqzV8BmW3G8r88WeONdqzWWyUSUfKBUttCx7arDa2O7enoEfhCddP439m3BO2bQu8h7s+VP1fBpfq\nCHcM6wOGj5DX701zT1JPMsKamwEDgd0oJ1x/9NVTh3GiacHSuCkvVzkZsmN3O6mG4Szp9QLW2KMj\nAMwmM7lZuZS4SyJuF80Z06h5FIyODspcIgkWlwvKfPHXvTHas1vtHJROLJbYQo1rS21r89itdtbs\nWZOCHoXH6QqNEILA/8y4N2zbpoaJIvkgVf1fBh+3+ipYREXMS2MIcU40rPl6YAIwFbhGyqoBoXWL\ncaJlqse3JjnEGsERDeNJy+cDaYn/CdMYFoomWMKdpz6fGtKsukznX8lcwgkWv18d62Kvg3a2+ASH\nxVKRdM5q5w8cKReyDpejmhCIBbvVjsNddxfjcBYW439m3BuKi+HQQ5UTbdswP3tBgVrH7weTKTME\ni0FjiBhK1On2BOA4KeWL6RYrELjIa8HSuEl0OAgCFzqvF2R2/E+YNTneRhoSiiS6tYUlcwknWAwB\n6qzFcIvVqoYqbFYbblE3gqVWQ0IxhPcnk3BFDysLIgb9n9q3jzwkZDYrC4zhBxl83MJVcq8PGBmF\ntWCpmfuAykMqhBgqhHhGCDFeCFEnz4MjR6rXOefAo4+qed98E5g/d25g3WvnXcvImSPp9FQnDpQf\niKl9v/Qzd7Vq5NzHnq62fPp0uOKK6snGNKlj61ZVi6ekREUAGMfaeF17LTRJsL63YRou93jA7CY3\nK75cEnarPerFukkT2LEDXgtKkbh3LwyrKNOih4RCWbhxIU98+0TNK9ZDLBZV6LB7d3U9uv9+VbvK\n1f8ZPlr3UUjekFjIzVWhuquWNqHs+IkMf3swI2eOZMHG+JxiY8Xpqt2QUJOcJny87uOki5bz3jqP\n8946jxNfO5GzZyjH02e+e4ZybzkFFpWJsWlT6NBB/c82b4b77gts37EjrFkT+RrRpIly0h82TBVM\nNVi1KjR6b8oUdb15443qbXz1Veg1afp0NX/fPjj3XHX8nn46sHxpAjUMC3NUxcunvnuKkTNHMnLm\nSP7ywV8AdW/68Ud1bTn/fPjgA7jtNnUuvvwyPPWUimC74AIVqBALUqrf5+mnVe01UIkWDQfmhx5S\njssLF8b3PYqKVGRmNBL1YZkFjAIOVqTSnw08BvRDVVxOSjHEaJxzDrRpoyrgfvWVEi39+ytz60cf\nwWefqZub1+/ltZ9fY9Rho9ji2MLK3SsZ3HFwje07XA7KvGXk/Hg381rPBm4LWT5njvJCf/FFVc9D\nk3pWroT331d5FWbOhBtuqB7q26VLYvuofDIrd2Ly2BBxFv2xWWxRn3iaNVM3sfnz4aqr1Lx16wIX\nLu10G8oDRQ/w9e9fc8fgO9Ldlbgxjtv69epmsXmz+txzyrtcNeiWymiPWGneHD75BNbufYIl5e/w\n0oa7aZ3fmi83fRlTYcJ4cbgcdGzSMe7tjml/DDlZOfx+8Hd6t0pOoSMpJe+veb/a/HdXvcv0M6dX\nOrn/9puylhQWqpt0aam6PptMKnz9oovgmGPC7+P998PXHTvsMPjf/2DQIPV51iw1vPThh3DllaHr\nfvWV2t9ll8EvvyhRcOON6hyYN0/91995R4mVoiKVG+bIWtYw/MvAv3Bk2yPZX6ZCC33Sx0WzL+L/\nRjzPm28KBg5UQ1zvvaeuk888o7YbP14Nf11/vbqP3X9/oLJ9NMrL1b31o49Un4cPV9/x7bfVb/LA\nA2q9PXtg6NDYv8fkySoPzp13Rl4nUcGSK6U03MAvA/4ppZwmhDABPyfYdkycd57KXzB/vjpJBg6E\n005Ty/bvD4QnFruLsVls9G/Tn3dXvYvFHJsByOly0t7Wnn3rzoI2RdWXB0UmacFSNwT/5k4nnH02\ndO6c3H0YFpaDZU5Mnto5HNZkoj36aCV2DYKtKtqHpeHg8wWmg4+hKdfJ6YecTr4l/iifYcNgGN1Z\numM4L710N90Ku9UYSl9baut0m23Opm/rvkntV5k3THw4qo8D2wdURnBOm1NOqb5+tMKVRx+tHPY9\nntD5AwaE/kedTpXH5aOPwvTHqdYfOTJwfzLmG+9OJ4wYoW7siQSKZJmyOKHTCSHzzMLM3oMuIIfi\n4vARtMawV7zRteHWqyv/nkSHhIIfO4cBXwBIKessUsgYhzScLIOdLYP9BIzxTatZPe4IYntiNsZv\n3WUWMFcfxNR+M3VP8G+eDAfbcFit6qlkj9OByVs7h8OaLtRV/ViCp/WQUMMh+GIeXGCv1Ffd5yJe\njO3b29unzIehtj4sEJtwj7cvVZFS1toxOBZyK0aDW7So/n9t3z78tT/Yjy7Ywb7qtSu4llEysVlt\nbN/rCNlX8P4h4MYQ7z0s3Hp1lQU4UcGyQAjxthDiGaAQWAAghGgL1ImLknERrypcjOnKUOeKcVjD\ntB9rJVEj0sPnsoK5uox0OqFVKy1Y6hLjtz54MFDALNkIodrddcCJ2Vs7h8OaLtRVI4UiTYMWLJlM\nsGAxmwPTJZ7aCwEDY/v2tvYps7AkIgbqQrCUekpr7WcTC4ZVLF7BYtyLQh6cg1JvpLKWkd1qZ+eB\nUMHSqlV464ixLBHBkgyH5FhG3RMVLLcBc4BNwAlSSsOI1ga4J8G2Y8L4kuEsLMEx9VWfEly+2GxY\nldt5rZBVfRuHQzl3acFSdxjHdNcudRPPSkY2oTDY7bDrgKNWgiWWC3XVnA81DQlpwZKZBAuW4CfR\n2g61BGNs38HeIWUWlkT6WZPzedx9CdOW0+1MyApUE8b/rmXLwH/U7VZDfZFEgNMZek+qOuxihFob\n1cGTnTvMbrXzxwFn5T6dTnWfCq5CHtzXDh0SGxIqLVXv3hTnrks0060EwhWLKADOBf6bSPuxsHbv\nWro3647NppRL8NO2zaa8o3fsgBXrHWT7bZVVWF3e2ATLqu2/g8sGPisi56AqOOZ10TK/JX4/lGT9\nTtNOJpzODiHb7d2rTupwsf6a2uP3K2dbgGXLUmNdMbDZYOmG3zH54vcxiEWw2GzKM391Rd2y4NTf\nmzcHCiCuW6fGmxurD4vb565M8e7z+zCbzDVsUb8IFizr16Mstc3X4pO+yiHq2mJs3yKvBbtLdrNu\n3zoOKTwkbifxSJS4S9hTuqfWQ1c2i411+9ZVXqeFEDhcDnx+Hy6fC6/fi8VsoVV+qxrb8vl9rNy9\nstr8xdsX4/V7ycnKCbNV4hgJKFu2hO3bVZSiERZtt4f+hw127Qpcm4zcLqtWBf7ja9aoh22rVa23\nbVugjc6dVUmAkhIlBKSE/HwVvbR9u3Ikbt061IpTXq7Wl1L5buaZbfy4eTm0yGXtfhCboE2Hrixb\nUv18271bOdtu2FD9e+Tnq3aN71BQoL6HQXGx8sExSh4YBWNBCZvVq1XdtHAPW0b/XS5VbLQ4hioO\nSXs2FUIcCYwFLgI2Au8mq+1o9HuxH0Xjijj88EF07qx+UAOj6mq7dmDq48R/uJ3Nm4fBGbB1lwu6\nR2/7QPkB/vr5X7D99DDtWlnZnv8HTaaoWDj5gGTnvmLkzYdQJExc6Sgh+Oc891xVLTiWg6CJnS++\ngP/8R4XhLVyoChamihNOgBe2vgo7Y3Cdr4LNaquxBpXNpmrYnHdeYF7//nDSSfDssyp6wO1WIYLd\nu6vokMbIK0teYeMBVT55/m/zOe+w82rYon5xzjnqBvX558qRs9tl/8fGDo8xrOuwhIWFEAK71U73\nZt1ZvGMxh/7fofz0p584qt1RSen7/Qvvp8xTRntbFC/VKAxoO4Ap30zhqe+eYuGVCzmmwzGM+PcI\ntjm38ftBdZfr3qw7a29eW2Nbc1bN4caPqhfTuv2/tyfltwxm0iR1I926Vd1wf/lFFUVdsUKFRXfr\nBkOGKBHRs2fofxiU1bdrVzVtNqt1R41Sny+4QDnbGykMevRQD2Hnnadu+DfdpP77RUXqHiaEsoxY\nLEpANG2qHtaaNFEPNUJAnz4VYtjg1MF8e9ijFFwLS9zwo3UPpx9zB1vnTaxc5ZhjVHt796pop7//\nXUX5GOJi5061386d1QOU2aysSh07Kl8ss1kJq0MPDVhY2gTVCHY61TX0zjvDR/40aaL6PGeOKjJq\nXN+ipQhJNNNtD+CSitceVJizkFLGEcyUGCd2PpF9ZfsYMVgVtAom+Om7WVsHe1w2Nn83gCZ/Pp/9\nB2sedNtftp/s8vZ8ct9EWnTcS48qVaC37T2AqbwV5txiHOXFQNPKZbt3BxRvEv9HjZ69e1Ul5kiV\njpPJ88/DK3/Kw7NidNzbxuJ0azKpMMlwbNumcja4XOqGN2NG3F1oMOwt3cuNA29km3Mb+8r2pbs7\ncXP66eo1YwZceimcfdFeWjUdz70n3ZuU9g9OPMjG/RsrPyfzN9pbtpeHhj5E87zaqeVx/ccxrv84\nRvx7RGW/Vu1ZFZIHa92+dTH35ZI+l/CPkf+oVV/iIThvSzA33AAPPqjCkFu0UPO+/77m9hZESZHT\nr59K1QAqt8nGjQFLxSWXqOjTp55SDy/3369SeBjDMi6XEg/BYiUvD0o/n0KTH6dU5lb5+zd/Z9t+\n1ej996tcKcE8+aR6//zzQBXy225TIdCff65EyWGHKcE2Z46KpAJYu1YJrmOOCfwON9+sHrhACZF9\nUU5Hh0N919tvh3vuUQ7O4QqFGiTqw7IaFR10tpTyBCnl/wG+GrZJKtHGSPODLPkWmwNcyn5mMVk5\nWFLzkJDD5UC47djtYMurbtPaud9JlteORdo5WB5q/jcUp/GuSQ7BY8N1gskH/vh1faLOhsEZOuv0\n+9ZDDP+EWByZ6zPGk6tbJN9BNLi9ZDu5JqOvsQj4mkilY22sGA/BqRqKrlpKQIjQoeB27SrSLVT4\nooTznTQS4gU/KNutdsqlWjlc38P5gBq+gYblwwgFr+onWnVecPuRHIoNJ123O/QaV5MDcqKC5Xxg\nB7BQCPGyEOIUiDFeOEnYLZFvDKagb5ed76wULNYsK87SmgWL0+1ElivBYg8jWP446CBb2rHK6n9G\np1MpX+2Mm1zq+gYuzF7wx+8zkejN1XDEq3OBVg8xnD6T7cCZLkq8yXcQNXxMrGZrUqOFkiUSogl4\nszDj8XnCLgsmlY61sWKIzlQ5wAf/78PRrJm6r+zapT6HW8+4XlQVLCVetXK4IIVwUbZVl7VrV32d\n4EioqvOCv09VquajCeegHI6EBIuUcq6UcgxwGLAQFTXUSgjxghDi9ETajhWbNbYbgynPAe6gP3UM\ngsXhcuArs2GzQY6l+lHe7XBgkTaswoYzqA9Sqh+9XTstWJJNqsKYI2LygYxfsCT6RBlsYanT71sP\nMcJqM93CYjxVRiuKWVuMRJjN85on3cKSjPwm0Y6dUSg0pr4k+Xerb4SrfVR1ueGkC+HXM8RUsC9I\nTffJaELMEDiFhYE+GBh5hXKDKpdUDXyJFPZtvAdf42rKSZOohQUAKWWJlHKGlHIk0AFYCtyVjLZr\nItYbg8gJDAnlZlspLo9FsDjxldqx2cBkqm442lfsJEfYyRF2nJ7Ar1xSog5kYWHyw9UaO3VuYUnT\nkJC2sAQIsbCkKNdIXWBEC6XSUpD0MOIkhF5DaL+q1smNtc/J6kt9xm5XUTcGVR1QjbwthmAJd38J\n5zMZ/BvX1qfSECfBGd3D7isOC4sx/BXrkFDSM1hIKfcDL1W8Uo7NYmPG8hlMOnkS93xxD48OexQh\nBMXuYu787E7oegE427PHtgBcJwGQY7HwyYaPePzx27j9dlX74JFHVHtTZn/GvPWz6NS9mDXbt4Or\nR0iyp2D2lTjIM9uxmkyUBAkWpxMKmnjY1ftBLr/8ESZNUs5TCzYu4I1f3kAgePy0x3ns68c4vtPx\nXHj4han+mdKOx+fh4a8e5qGhD3HPF/dwardTefb7ZxnaZSi3Hnsr/1z6T1rkteCcnudEbGPWLPj4\nY/jrX+uw46ZaDgnFaPmLhN0Or7+uvPLvqhPpX/d8vPZjCiwFnNj5xJD5253bmVw0GX9FwuzF2xdj\nO86G3Wrn8w2fc+28azmm/TF0K+yGRNI0pymbD2zmgsMvSMfXqGRX8S6u//B6mudWd1AtsBTQj2kw\n+Cl+3fVryrKytshrwZzVc7j6yKtx+Vw8890zPHH6E0z5Zgp/PurPPPfDc+wv30+pp5TTup3G6D6j\neejLh5gweAK52eoxec2eNTzx7RNIJFsObkmKVcNmtfHYN4+xxbGFEk9JyDK71c5V719Fk5wmNM9t\nzildTyEvO4+Xl7zMrAtnkW/JryxCe0b3MxLuSyLkpCZyuhK7XUWU2WzKWTUvL1QgGKHUb76pPj/6\nKPzrX6FtGD4szZoFtWu1s2L3CuhShNU6pNp+w6VMqFpqxvgcTqQEW2aqDg/9+qsqSPvHHyry6JZb\nVIFiUPfe0tLQIakpU6q3byCqqt1MQgghV+9ezWHTD6P83nJyHs2h5J4S8rLz+Hnnzxz5jyO5uMtN\ndMg+gh/LZvJY/zkcf1Qh//zqE24ruoqCF3ewdKkKxTLCw9r96QZ2lG2CQz/mcPNI7N//nf/N7wXA\nozO/YNn6P3jbNxbfJB8XTX2OtfvWklVwgDYlp/HRY1cA6oQbMWYTm87rCpMlJpO68dzy8S383w//\nB8C7F7/LBW9fwKjDRjFn9Jx0/YR1xob9Gzjk2UPw3u8l6+EsOjfpzOaDqgqcfEAiHhR0K+zG+lvW\nR2zjrLOUt/q994bWCkklOX89AteMGchdR8S1XbG7mDZPtKH4ntrFtf/xhyqSJoQKkTciEhoS4kFB\n89zm7LlzT8j8D3/7kHsW3MPNg24GlI/DmD5jKPeWM2fVHDYd2MQn6z/hp+0/AdCvdT9+2fUL8oH0\nXsue+PYJJnw2gTF9xnBK19ACNuM/Hc/qv6znyH8cyT0nT+D6o6/HmpVcR4jvtn5HO1s7zp5xNn8/\n9e84XA7GvDuGPRP20GJqC+478T4e+foRmuY05fK+l7Nh/wY+GPsB4kHBoqsXVRaDfXXJq7z+y+tc\n2e9KcrNyGXvE2IRDhl9a/BLXfXAddx1/F0e3Oxqr2Yrdaic3O5e9pXs5c8aZAJzR/Yz/b++8w6Sq\nzgb+e7fNthnKLlIWV0EQQQUBFaQoGgVrTIw9xpJojBo0alQilhV7i72bqF8SjSV2UTEqKhYUUWNB\nmgjSywIzu+zOlnm/P869szOzs2yb3ZndPb/n2Wfn3rn3zjm3nPPet6Iobyx5A4B3T3uXSTtPorSi\nlIJbCth82Wa6Z3ff3k+1KdXVJl1FvOKIiaCmxkST9eplXAp22cX4Yn71lYmCPf54E1n4/ffR9Y4y\nMoxZpqDARB299Rbsvrv5DCaX0e9e/h21/l48ftJf6wkotbWmqvPYsXXrtm0zc9nIkfDJJyYy6NNP\nYVxMzeD//tekXdi0yUQ7HX10ncakqsoUqH377TohC0xI9Pjxpv7fnXfCOecYoWn+fPN31lmCqta7\n6dooR2j7MbhgMGmSFg6T8wf95Gbmht9us7v56buDn33LRjN+tDHCHTZyBH+Zq/j9dVE8bnKcmnQ/\nLJkCg1+nX/X+jB89NPxb00/6GWvWwDP3n0GwJog/GMCb5aM2rSIqc67fD958x9qWVk0olBlum4ub\no6Mj2+Sbg1sKYVOFCa2Lp9oPNVKCyu83JdLbS1gBWuzDkpeZR0VNRYsTne2wg+73B3wAACAASURB\nVHkr6Yr4g36G9RrGmaOiT0BOZg6/G/U7vt/4Pc981w5x7S3kkIGH8NuRv41ad+OcG6kI+akI+Tl9\nr9MTLqwAjO1vZpvdCnfDH/SHxxb3v2IEuj75ffjV0F9x5btX1jPPuNvv3Xfveue/NbimnJP3PJnh\nvYdHfRdZJmXKLlPiXlt/0M9O3XZKqrACRkhoK2EFjOBx6qn11++3n/kDk9tkwoT620Ry8snRy1np\nWRyw0wF8svKTuNqU9PRoYQWMRsWtIO1+FyusABx8sPm/884wOib9T1aWqWSdkREtsGRlmcKP779v\nqtW7bRo1yvyddVb8fiXEh6U1iMjfRGSdiPwvYl0PEZklIgtF5E0R6dbQ/mmSRm5mLmvK1gDUe0jd\nBzdSBWts4X4qKgjHqbt2s9oMPwSMO3So0lvP4dHrBWo9BGuDxhad5cOT4YnKnBsIQI7XWfbUTcyR\nwskq/6p66zozrv10dWB11HKzjtHeDrfQYpOQiJCflR/O0GppOo05eia6Pk2iidd2b5aXrcGtlFeX\nk5+VH2evxOGeH/elwH2Zc8eo7IzssMnSfdGKFBrawrnVPSfxzo3rMAz1izjWhGrarE1djWQ6rcf6\n4Xm9dWlH8pvxOCRdYAEeA6bErJsG/FdVh2AKKv5lewfweXxhAcCdCAPBAIW5hQSCgXqhebmZuVTV\nVpHnrWG1mT/DTkA16X7YZvTv1ZWZ9U50Xh5Q42FbMEhZtZ9uOaYCdKyGJdcVWLLqJuZIrcKqwCrT\nvg7sRNgc3H6616k6VBfG6A5KjVXQTkpOEmmZ0y2k/sSaqjTmlOrN8qZ0eHO8tvs8PtYE1pCTkdPm\npQVc52T33nNfEtyXusht3PMYeZ+2hXOre7zGjlvkLYq6tpHt6+wOt21NMp3WY180fb66tCNpzZBC\nki6wqOocYHPM6qOBJ5zPTwDbzcXt8/jqmVj8QX+4IFjsze6+/XoLAqx0sqe7GpbqtLp8LRUVUm+C\nFAEJedi0Nci2mgA9cn14MrKi31D8kON1lj11A0GsSajI23Yl4VMNt5/x0tXHqqwbIhkRM5pW0yKT\nEFiBpaU0NmHmZRlzW6rhjgGu82ok7hjVHpOu+ybtTvarAuYlwX32BAnfm+79GSkktIVw4GpHGtOS\nxBZxjGyfFVhaRzLHo3gCS0vcopIusDTADqq6DkBV1wLbrYzlzfKydLNx1lxTtgZVZVPFJoq8RWyu\n3Mymik31HpTsjGxyemwNpzTesMEUjarK3BDO11JernFNEIKwekMF5TV+euR5yc70UBWq07Bs3AjZ\nec5yjpHFtm3TqEHhJ/9PYYGloroiri25o6Kq9fqzaZvxXXGvUySLN5k6ImVVZVTVVFPqr6C0VNm8\nmai/pOQkkdoWmYTAaPI2V8bK4p2feNc/lq2VJlVndaiakIaoqq1ic8VmakI1bCjfsF2TUJqkkZdZ\nvyClq6lTVSprKptc4LSiuuXCj9tXVd1uSnyvx4xR7WHW8Hl8bNq2iY0Vxpl5aal55n7YbCrvhTSE\nN8vLxm0bw+aitWVr2Vyxmc0VzniZ4Cgm1+wTaf6JR+/83lGT6tqytYQ0xMZtG9vclNbZ8XrMNVfV\n8JzTXvNObKSt17v9mkENkaoCSywNdq2kpISqt6u4++a7YRmc8dIZpM1IY/o705lYPJGyqjI+WPEB\nO3ffOWq/zPRM0sc+wCOPmOUjjoC++3xCbd5PjBi0A4TSWT1/BMXF9X9TRDl02t8pLQ8woK/PCCwR\nJqGbb4YXejreSWPuAiDv1jRTM+P7o6Eqj03bSpn5t9GUVZWRe0MuaTPSGi2W11HofnN3ZrxXV6zC\nDfcEeGT+I4zbcVw49HNYr2Ec+q9DGdF7BJXbMsg98fcU3JFL/6MeY+BAov522qntMkw2hCenljH7\ntswklJORw91z705wi1Kb2lAtaTPSSJuRFhZKYpn942wKbzVmV3/QT/qMdDzXeehzex/OfuVsHvz8\nwXrPayx79q6L2lq4aSEAf3jV3GPDHxxOzvU5jPt7HA/BGALBALk35PLOsu0Ue9kOV717Vbi/t398\nOwA7ddup3na7FezGI/MfYfdeu7fod5qDz+Pj3s/u5fkFzzN+x/E8PN9kmPjJb8qcT95lcriy8f6P\nm1QP131wHQPvHsjAuwcy+8fZjZ7/5tJYNeZIgWZwweDw+pL3Srj+/eu5/ePb6eZp0JXR0gT65vdl\n0aZFXPLWJeE5J21GWrvU5+rbN3p56FATdeSGic+ePZuSkpLwX0OkapTQOhHprarrRKQPsL6hDUtK\nSiihJLx8yaxLuO3j2/BmeblswmVcNiF+EotLxl3C4iGLuedemDnTCCwXl6zl6/SjePnq7kANXBP/\nN3/e68+8kLmEIcP9jNrdxxfrPARr6kIzI7P+Hf3LWl56xshb1aFqeOEJCHbj6xVQ/BfggGvD25ZW\nlNLf17/Rk5Pq+IN+5q6qqwi2cdtGBvcczHfn1S8NH8mYU2byae6dAFxx40Yu379Nm9kkPDk1vPxi\nyzQs5485n6e+eSrBLUptIm3kgaoA3bLrTzJry9ZyzNBjePrYp7nzkzu58E2TWOfyCZfz0cqPSJf0\nRisyf/jbDwE48IkDmf3jbEoOKGHeGhPm/M36bwBYsGFBo+11NWDrytY1oXf1+XhlXfXKCcUT+OCM\nD+Jud/Wkq7l60tUt+o3m4mpxXjv5NfbfyTxEP239ieI7i7n+oOu5fOLlAJy3z3nc99l9/OOX/+CU\n4ae0aZsKcwu3G3YevKLuhW/BeXXX7Z6597Bw00Iy0jI4e/TZbdrGzk6vvF4cMvAQvl7/ddT6QDBA\nz5yeDeyVGHr3jq9RcQsdTpo0iUmTJoXXX3NN/Mk3VTQsQnQNopeB053PpwEvNfVAuZkmu01eVn2V\ncSQ+jw9/lVE9hv0isppmJ+2e4wNPgG21xnPdm1M/Sij8uSoAmREVEKuMWrMsTvBIpB9MZ6KpNvGM\nkBe8xkGwoiY1omtqQ7VkpFmn26YSafZsKEIqEAyETQ6R90V/X39W+Vfh9XibnPfD3T/W96GphH0k\nEuCM2JjTeHvhnpPYyMjI/w2tSzXCzsFtUM6gK+Lz+MJO2C4dKZIx6QKLiDwJfATsKiIrROQM4Cbg\nEBFZCPzMWW7q8cz/RgaPyFTFrsBSm9G0ibUgzwceP9tqnJTheR6CjrChGp1a2B/0Rzneug6cGzbU\nP24qRz60hqYONhm1PvCtdPZJjYm+JlRDurTc6bazXtOGiOcwGW+beJNqka+IVYFVzZpA3W2LfEX1\nznWwNtiojT5elExHJ54w6Pp/RPqBdASBxQ2/tlFCiSEyQMWlI0WqJt0kpKonN/DVwW35u5Ex6a4j\nZ216oEnOZt1zvZAVIFBlHiJfblbYhyUYNA5GNc62RmCpf0OsXl1vVacaNCNpsoal1gvZW8P7pAK1\n2rLEb5DcvAfJIsok1ICwFplnJfK+KPIWsaVyS7PMou5x4kXcZWdkN5r3JDZvU2cgLAxGvCS493Ca\n1L2jbi83SqoQGc1kBZbW483yhh2tXTrSvZ90DUuyiFTXuxqW6rSmPRS56T7IKaWqtoqcjBy65Xuo\ndqKEYiNZAsFAtIbFwS1eFUlHunGaQ9MFlrptUkXqtyah5tEUDUtk2HLkfeE6ZjZnYvKkGy/sXnm9\n6v1eUzRc8cJ6OzpN1Zx0BA2Lz+NjS+UWKmsq40aGWZpHvGvdkcaopGtYEo2rvs9Mz9zudl6Pl2Vb\nlnHlO1dyzqgLgELeW/UGZ+xweqO/kZfphX7zCamYnC45HkJpQRYsMKmbfT5wXXA3VWyCA6+sd4zn\nnqt/XPfGqa01BaDy8oyJqaICJk82y0OH1t8v0by++HXSJI0pg0w+v4rqCk5/6K+cPfJ8Dhzn5bbb\njBPV4sWmBhOYmhc9x70YTp39xcrvOPc/0+nRHeatmceuPYfw1FNw4IGm3sRBB0X/5tKlsORbL+xl\nluevmc/0t6czpHAIp46Ik6u6nWiNScgNI3xzyZvhc5lsQhrilg9vITsjmz+N/VOz91+2eRmPzn+0\n3vqaUA2K8umqT8Pr/EE/26q3ccuHt1BdW5co8N0f3+Wcvc8BorUA8cxEjeFqDtyJbfrb08PfebO8\nzHhvBoW5hfTK60VhbiGCcMIeJ1BVW8XNc27mk1WfhNvaFB7+/GGWli4lIy2Do4YcxUc/fRT+rqWC\nbaJx0/67wlwkkabypuZGSSbeLC9LSpeQn5Xf6npGlvjX+rEvHwPoEEV4U+MJSyB/Gvsn8rPyt1v1\nF2BQz0FcOu5S/vbF39hvx/14/vnDOOZ/X3DooH83+hu/PnQwZ39Vl+gsO8ODr2eQ//7X1HhwNTYf\nnPEBX679kqm1U8lOy+NYnmLYDea7UMhEJv3ER8z+bB3+fS5nW7Vxzl23Dm65pc4Xxus1Bf8KCqJL\nj7cVRz51JPlZ+WydZswzizYt4plNV7Dsrwfx7l77cemlZrvddoNTTjFOxldcAWvO/mU4HHLtq2fz\nYlGI886F/Yv3Z3ju4fz8CDjhBFN1Oda14PXXoU8vDz+8ej9s68VZDy1h07ZNlMwuSarA0hqTUDdP\nN84cdSb3z7s/ZQSWH7f8yF/eNomjp+47tdl9m7V0Fm/98BZHDzk6vG7OT3PCxeoABnQfQFZ6FoGq\nAN9v/J5H5j/CuXufG/7+2KHHhqvu7lqwK7cdcht9vX3JzsjmvsPvY9eCXZvcnt+P/j0jeo8gJyOH\nOw+9k80Vm7n2wGvZu9/elFWVsXDjQu6aexcbttU5jY0vHs+Wyi2UvFcCwEVjL2KFf0WTfu/sV02k\nSjdPN5ZsXkJFTQU3/uxGPOkejtv9uCa3uy3pm9+XF054od4EP/PkmRw44MDw8sTiidx16F2Nhhwn\nk0E9B3Hl/lfSK7c9C4h1Xn419FeENMSgnoP4fuP3AFz57pXMXDwz6cVDm0KnE1i8Hi8X7ndho9tl\npWdxyfhLmLdmHv6gn18cFcTzradJg2VedhY7+nYM5zXwpHvoUViF319nEkqXdMYUjWFC8QSmvj6V\n/Yr35R+nHRXnaPsxbRp8op+Go4T8flNB2u83aYt7946OPGprQhqKSqblvn0G8Uc5FO+1lxGk/H64\n916zbkP5Bnrm9KR0zl/oMxKmO6HJixaZ//Gio8AcY+JEyJl3Dm/Pg2kTzLFc6T8ZhDSEIFF2/+Yg\nIhwz9Biuff/axjduJ9zkamBMM80tJucP+plYPJHp+9dpMh747IEogeXggQdTkFMQ9j0Y1HNQ1PaR\nZKVncfG4i8PL5+5zbtztGmLXgl3Dz2xD+76+5PUogaWqtipKo3LILodw5yd3NvpbkQ68gwsGs8q/\nikE9BzFtwrRmtbmtEZG4YeGHDT4sarkgt4Dzx5zfXs1qEZnpmfx53J+T3YxOwy49d6l3v175bn0L\nQKrSZX1YXHxZxs7dmuJangwPpAcJBByBxVdLSENNVhH7fFAbrKtHFJuCvt3r58Tg+pPUpgeiBCe3\nXfn5dfH05dXlYZV+5Aueu19DGiK3z5GJ4ZJZ+wIcc1Ar676kWqRQvDotzdo/Ttr8hmrnuOnhU81H\nwq0v5tJU5+jKmsrw5yKviWhKZYdVi6WzYQWWBAysnnQPmh7E7zcTb163KrLSs5qeS8IHNcG6XC6R\nRf5Uk5COPoatlWYwr0k3GpaeTo4ht41paXWVN6EBxy5nPogXzu1+HyuwuLb4pqZYTzStcbh1STXH\n26Y4xTa2f+z1jSfou4JaY5WXk0FkDR1o+jXyB/1hjVSRt6jdagNZLBZDlxdYIuP8WzqwZqVnoWnB\nsEko1xsMT7ZNaoMXqivqNCyxkUbJ1rBsdNQjFSEjsBQVmfWRbcz31qnL401grsCyPQ2L11s/9X4y\nQ4Nb43Drkmqhza0VWALB+jl14tWH8Xq8+KtSMxw1VmDxerxN0uQFquoygvbI6UFNqCalHVYtls5G\nlxdYIkuxt1jDkuGhVoxJKBCAXF8wrod+g23wQXVlnYYl1iTUnhoW104fWTl5Y8AM7ttqjUmoX7/6\n7fJ2r9OCuOcx0rHWNQn5G5gjXQ1LVszcl0yzUK0mRsOSKiHaUD91fnPxVzXtOXE1LIGqpuU2ak/c\nzKkuzdGwxIYCp5owZrF0Zrq8wFLkLeLuuXdz3LPHEdJQk/c7fPDhjNvRFFfzpHtYHVzEy1uuZdo0\nmOn7RZTvw4DuA5i086QGj9WvH/zviywCFUGGnfIopy328ORAD5QI6Zf34PnBPSGrjE2bjAYiK6+C\n3JICLnj9AgAufvNi5Bphxzt2bFLbZy6eiec6D57rPJz0n5MAuOPjO5BrhOzrsynMLSStNg+5ymwz\n4+NLydg6iI27l/CLeR7e3E/gimwuDXjCx1l0fA74+0F1NrOeMyqYL74wfiwicPrp0W345hvIzTX9\n8XjglVdMgayJE01ouEuRr4gh9w4J/47nOg9yjeC70ceG8g0c8eQR4fV9b+9LSEMc/q/DufjNi4nH\nbvfuhu9GH5e+dSmFtxQ2eI7Wl6+n+I7iVtfYyM3MJSs9C891Hp759plWHaup3PDBDcg1EnXO9nxg\nT7w3ejn9xdMB4xR++L8Ox3Odhye/frLRY07+x2Q813l4fsHz9M2PrmRW3C26Qui+RfvSz9uPVxa9\nwl/e/gtFvqKE9a0lHDQgOob+1BdO5ZK3LgHggJ0OCIdEv7X0re0e5/hnj6fIa/qyT799SJf08LLF\n0lEZUzQGgMxrM5FrhK/WftXiY7266FVyrs+h/1/7s/9jDReDu/zty+l+kymS647pkeNVQ3S6KKHm\ncsIeJ/DSwpd46punePioh5u834NHPhj+HDb/DHqDe0+8klur1vHBb+qKoP1wwQ/bPdaYMVDY3UNg\nWxWrty3jjyMuZ9yQIZz8/EnUZG6hBliyqpQdffmowgP/LOXClaUs27IMgE9Xm9wXTa32vHzLck4b\ncRq/Gf4b/vyW8cD/boMpTPinMX/i+p9dzy9/Ca++Vst3S2H8OJg3N4vuBVWEQtDttmyO3v0wnj7W\nhIDf99l9XDzrYub96Q2GFOzGRx+mM+XF6N+cPh2uugp++AEOPhhWrjQh4K+8Yr4XMdqVsWPhzDPr\n9pt92uyoyJZPVn7CpCcmEagKsL58PUtLl/LZWZ8xpGAIhbcWUl5VzutLXueb9d9w+5Tbo9qgqiwp\nXcKAHgN4e9nbJkdOA6wrW0d/X3/+d87/mnROG0JE2HDJBi576zJ+3PJjq47VVF5e+DIAL534Egfu\nfCCLNi1i+IPDGd13NB/+9kNjwkSprq3mynevZPmW5Y0ec+nmpXxx9hcM6jmongloWK9hcUMiK6ab\nEvbxTEbtyYwDZ1AyqSSsPXTvp0g/s9NGnMaKrQ2HNoc0xLIty1hw3oJwjqeK6RUpk3vFYmkpH/3u\nI9JnpIefi5X+lYzoM6JFx/pxy49U1lSyKrCKVYE42VEdftj8A1uDW5m7ai7F3YpZUrqEOWfMYXjv\n4QBkX5kddz/7tEG4bHlzQzxdwuafWg89e4J/ub/ZpdDzczyUB4NU4qdvj8EU5Ea/2VeE/GFzSZY3\nOp14c8xP7n7ds7tTkFsQPoZrAuqR04OMtAzK/EBtBsFyCGyB7t1NG10y0tLDglqP7B4A7ODrTn5u\nJoUF9X+zRw9TssDrNeUL/H7o1q2+z0os6WnpUdqqSI2H64tQkFOAJ8PTqL9IRU0FmemZJuy6kZLq\n/qCfbtndEjIhZaRl0D27e7v7srjnpSDXXJBu2d3C10wQPBmeJrfLH/RTmFvYLOEj2YJKJGmSFi6v\nGi/yq0d2j+2eh/KqcnIycqISUjaWnNJi6QjEpm1ozTjV1H3d7Vb6V9Lf158lpUsoyC1o1Pezy5uE\noPX26PBJrvHg88UP/WyMXI+HiqogVeKnl88XtX+apEXdCJLjB61bF3mRGyv2BnW2+Ejbvevw604y\nbg6YzZuhsjI6CiiWenb9OF3Pd8q5ZGXVCSwtcSZ2f8M9J7F+Bdvzy4jstyuwRGZgjaQl17Cxdrd3\neHNT/C1a4r/RGWnM8baz999icWmNz10gGGhS1XJ/0E+apLHKvypsVm3K82UFFlovsITfJGs9ZOeb\nib85UUIA+dkeyiuDiCdAQb4vuoqtN7oSrXgCZFb0D99YkW+ybrbc7eFOxpGTaOxkGghA//6mSKPX\nG51TpV7bYyrBxhNE0pw7zeMxAosbFdRc3GvU39efLZVbqKipIC8rL/zd9iZfN3Q9UmBp6OFM9ATl\nRs20J2773RosuZm5cbdpbIAK1piqx83V5HUkGr13EizAWiypSms1LE0pXhqoClDkLWJTxaawwNIU\n53wrsBBRU6OF0QyZaY5quDYTzWxZeHR+ThZllUHSc83+UVVsfdGVaGsz/KSV1a2LzV7aGG4Id35W\nPuXV5YQ0VO8mdcOXV65sXLBwVezu/+1t7wosLdWwuNeqn7cfqwOrycvMC6s03RD1hnD7HXl9Gto+\n0flDkpGPxT1Xrp9GvDefpoRdB6pMKHNnruXS2PVpTWJJi6Uj0ZpxKlAViHKyb0jj7w/6w9u5Juum\nvORbHxZar2EJD+RDX+D/lg6I+ybbGN4cDxuql6M9FJ/HF9YagNGwvLjwRdaUrQHgg3WfUbO5iE07\nzOPku+9mln9WeNuH5j3EKcNP4bXFr5EmaeRk5HDynifzxFdPUF1bjaJ8ufZL9sg8is3FaeRm5nLz\nB7fz1Yql5tgfQMZnxhRUVAQzZzZfsMiO7y8FQIZzx733Hhx2WMPbNbi/41PSM6cnT3/7dNQkkpeZ\nx91z7wZM+vUHPnuAWq0NR38tKV0S1rC43PrhrQwpHMLY/mPZt2jf8PrZP86mICeOM04L8WZ5eX/5\n+4Q01OJU/41RE6rh0fmP8sNm4+QdW902nsDh8/hYsHEB935qaiv08/ajd15vPl/zeXib0orSTq9d\n8GZ5eXnhywzvPTx8v0zeZTK7Fe7GvNXzWLF1Rac/BxYLmLGvJbyz7B2+WvcVg3sODq+785M7ycnM\n4ZCBhzCwx0Ae//JxAlUBNpRvYHTf0UDz5l0rsAD777Q/Vx9wNdkZ25lpG2Fgj4H8sPkHnlhya53G\npRkU5wyj75ZfUloqDO01lPysfKbuO5Xu2d2ZWDyRVxa9wpLSJQD06daDYwccyQ/bhvH0gg8IDa3i\n2GHHMmHHCdz28W0s2LiA1xa/RlmVKdzTK68X57xmquNO3Xcqk3aexCXHj2X+kXD1H69m3uIVVMw/\nlv0H70Rh6a9ZonDZZSbE+JVX4MQTo9v6/PHPh725AcbvOJ57D7s3vCwC06ZBaSls22b8Vn71q7r9\nr7kG1q+HQw9t9mkC4I4pd7CubB03fXgT1x14XXj9Xn324tr3r6W4WzErtq7g0v9eSllVGSP7jGRC\n8QQAztn7HPp5+5GZlsmCjQu4f979jOo7iveXv89zx9eV0H73x3e5+eCbW9bAOIzqO4qN2zby45Yf\nGdhjYMKOG8mS0iVc/vblnDL8FHIycqIElHsPu5e9++1db5+9+uzFuB3HMfX1qeF1U3aZQnZGdlS4\n8qXjLm2TNqcK44vHs658HVe9exWnDD+FL9Z+wYqtK7ht8m3s88g+9Mrtxfji8clupsXSJtx3+H3U\nhGoIaYgL32y8Fl88pv13Grv32p2p+05lWK9hbKvexkWzLgJMGoX1l6zn3Jnnctaoszh/zPkcMvAQ\ndu6+MyfsfkKDvoT1UNUO+2eanxo8PO9hpQSlBM2ckdns/WfMUJ040fw1hx2Gf6GUoB+t+EhVVY98\n8kid8PcJOuqhUeH23P/p/eHPLqD6y1+az++8o3rAAc1uclK5ec7NSgm6NrA2vG7O8jlKCXrLnFuU\nEnTkgyOVEvSqd66Ke4zHv3hcKUFv/fBWnfyPyVHf9b2tr67cujKhbd7z/j31yzVfJvSYkcxdOVf3\nfnjvZu/309afwvcHJeh+j+6nc5bPaYMWpjaUoOP/Nl5VVR/47AH9/cu/D6+nBP3N879JZvMsljYn\nFApp+jXpWl1b3ex9h9wzRL9b/114ecGGBVHjyrLNy7T4juImHcuZ2+vN+daHJUE0J+lcPHw+WLWq\n+eYXV53m2v+8Wd4oz2tgu/HwUD+zbkcgnhkv0iEXoE9+HyC+s2ns9rF2W9dvI9Ftbsusty2thxW7\nz7rydV3e/OHz+Oo5SXf1c2Lp/IiIiZhrYWHUyDEz9nkJBFuf9doKLAnCDQtuKT5f0xxc6+2XbXZw\nIzh8Hh8r/SujQsUaSygXW7uoI+D2N9KM5z4grjOXu9yQs2h4e2+MU3Oolm3V28JRT4mirR1vW+oo\nHNvPlf6VXd7B1JtVf9BOtRIDFktb0NJxKjayMvZ5SUTkpRVYEkRrKwp7vVBV1XxNR48cs4Mb2uzN\n8lIdqg5P2kXeokY1LC2N2Ekm4ciXCGHEnWQLc03K/ca8ziMjjiInp7Kqsqjoo0TRWBRTa2npgBDb\nz6raqi6vTYg3aHf1c2LpGrSkYGtIQ5RXlUe9/EQGjkBiIu2swJIgEqFhifzfVLp7ncylzsQdqTUA\nY+5Y5e98JqF4uBJ9UycWN+IoMuMvtF3ODV9W2yaPS2S7u7o2wTXfaURYphVYLF2Blpiuy6rKyMuK\nfsmLfRFKxPhkBZYEsVO3nQDYr/9+TNxpYrP3L3Tq8BU0M5LW3W//cTkUF8OC+WbFtHNNez5+fQDf\nb1ho2tZvQrgYIZiQ5eJiuOGG5v9usoktuAd1qdJdKb9PnvFhaSgqx03z783ysjW4lcP+dRjFdxSz\nzyP7hHMDJJLC3EKuePcK/rfuf8g1wonPncjwB4ZTfEcxby55s972T339FJP/MblJxz7iySO44p0r\nwtql1pCdkd0l0857s7yM6jsKMNfqm/XfUHxn3X2WiHNrsaQ6hbmFnPnymfS5rQ9vLHmjSfuc9cpZ\njT4f57x2DoU5rXuGJPINoqMhIpoq7VdVqmqrwsnTWlKDZvVq2GGHulwlXJw9/wAAF1JJREFUTaGy\nElasriQ7I5vHH4d1G2rpvctarr6wH4cdFeTb78Dbez2fv9ebJYvT2WOYOfiGDVBRAe7p69eveb+b\nClTWVNYLRXfXbancQn5WPjWhGjzpngb9WNztj3/2eJ797lnuOewefj7k53TzdKNbdvPqQTVGVW0V\nox8ezbl7n8u5M88FjHB17LBjGdlnJOePOT9q+2OePoYXvn8hbmHBWApuKeCdU99hWK9hLRI2Kmsq\nAZPLJVgTbBOBLdWpqq0iIy0j/Ga4tmwtVbVV5GbmUllTST9vvzbLoWOxpArlVeX4bvIR0hB3HXpX\nvXEpHoPuHsSzxz3LyL4jo9a748qWyi1U1VaxQ94OTUofIiKoar1BO6WnKBH5EdgKhIBqVd13+3sk\nDxFpdjr+WPr1a/4+2dmw60BzAxQXw9Kl6fQtM+agtSuz2bkIVq0qxpMB28rq9ivsBC+L8W58d51b\nyLIxwdHd3o0sGtB9QFztTSLISs+iIKeArcGt4XXdPN3ol9+vVb4tqoo/6Ge3wt1arBmJPJeJdjbu\nKMQWa3SjzCyWrkSk70lTTdj+oJ++3r711rvjSqKepVR/XQgBk1R1ZCoLK6mCz2f8UQLOPbZqlclW\n6y4H2s59osPTXP+XluLz+FhbtjZqubWFEYO1QdIkrdUCs8VisUTSVF+W9qq1leoCi5D6bUwZfD4T\n8ePWAVq/3hQw9Dsv7/72LWXToWhteYbm/E5kmHls1eyWYCsJWyyWROLWHWvKuFRdW011bTU5GTlt\n3ayUFwYUeFNEPhORs5LdmFTH640WWMD4xFRXmz8rsDRMuABmG+cf8WZ5o8LMvR5vqys5J7pQo8Vi\n6dooxm+uKQJLexZHTWkfFmC8qq4RkV7AWyKyQFXnJLtRqYrPZxx3VWHHHevW+Xzwz3/Chx8mt32p\nTHtqWJaWLo1a9nl8LNq0iGe+fQYwdt/Kmkp+8v8EwDPfPkO6pCMiUZW5XZZvWW41LBaLJeEs3LSQ\nZ759hp277xxVHNblg+Uf8PX6r9tt/ElpgUVV1zj/N4jIC8C+QJTAUlJSEv48adIkJk2a1I4tTC2K\ni+HAA4025YwzTNHB/faDP/wBXn/dbHPJJTBkSHLbmYrs3W9vThtxGj2ye7Tp70wZNIVlW5axaNMi\neuT04JjdjmGvPnuxS49deO6751i0aRFfrfsqXN20e3Z3nvvuOZ797lkAjht2XNzjnjri1DZtt8Vi\n6To8ctQjLNu8jMWli3nsy8dYvmU53533Xb3tjnnmGMbvOJ7fjfxdq35v9uzZzJ49u9HtUjasWURy\ngTRVLRORPGAWcI2qzorYJmXCmi2WRPDgvAc557VzWPjHhexasGt4vVwj9M3vy+qLVyexdRaLpaux\n0r+SsY+OZeVF9Uu8eK7z4J/mT7jDf0cMa+4NvCAiimnnvyKFFYulM+L6osTzSXHtyhaLxdJeNJSq\nP1gTRFXbNToxZQUWVV0G7JXsdlgs7Ul7+dJYLBZLU8jPyqe8upyQhqISJyYjOjHVo4Qsli5FbmZu\n1H+LxWJJJulp6eRm5lJeVR61vr1yr0RiBRaLJYWIV4XaYrFYkkk8s1Aiqi83l5Q1CVksXRG3pEAs\nffL7MLRwaDu3xmKxWEyh2EP/dSjZGdmcPuJ0grVBHpn/CL3zerdrO1I2Sqgp2CghS2dkffl6dsjb\nIWpdIBggIy2DnMy2zyZpsVgskazYuoJ1ZeuYtXQWX6//moqaCibsOIFfD/81/bwtKILXCB0xSshi\n6ZLECivQ9hl4LRaLpSGKuxVT3K2YdeXr+GjlR1RUVzCq76g2EVa2hxVYLBaLxWKxNIpb96yiuiIp\nkYxWYLFYLBaLxdIo3iwvgWCAipqKpGh9rcBisVgsFoulUcIalhqrYbFYLBaLxZKi+Dw+SitKqaqt\nsgKLxWKxWCyW1KRHTg8mFE8gIy2DvMy8dv99G9ZssVgsFoslZWgorNlmurVYLBaLxZLyWIHFYrFY\nLBZLymMFFovFYrFYLCmPFVgsFovFYrGkPFZgsVgsFovFkvJYgcVisVgsFkvKYwUWi8VisVgsKY8V\nWCwWi8VisaQ8VmCxWCwWi8WS8liBxWKxWCwWS8pjBRaLxWKxWCwpjxVYLBaLxWKxpDxWYLFYLBaL\nxZLypLTAIiKHisj3IrJIRC5LdnssFovFYrEkh5QVWEQkDbgXmALsDpwkIrslt1Wpw+zZs5PdhKRh\n+9716Kr9Btv3rkpX7ntDpKzAAuwLLFbV5apaDfwbODrJbUoZuvLNbPve9eiq/Qbb965KV+57Q6Sy\nwFIE/BSxvNJZZ7FYLBaLpYuRygKLxWKxWCwWCwCiqsluQ1xEZCxQoqqHOsvTAFXVmyO2Sc3GWywW\ni8ViaTGqKrHrUllgSQcWAj8D1gCfAiep6oKkNsxisVgsFku7k5HsBjSEqtaKyB+BWRjT1d+ssGKx\nWCwWS9ckZTUsFovFYrFYLC7W6dZisaQEIlLPZt1VsH23WBonpQUWERkrIt2T3Y5k0MX7friI9I5Y\n7jIDWlfuu3Zhda/te9dDRE4WkQGOv2aXetZbOr+lpMAiIpNEZDVwBfBvERmd7Da1F1287+NEZDnw\nR+AhETkBusaA1sX7fqqIzBaR60Rkv2S3pz3p4n3/rYi8ICLTRGTHZLenvRCR0SKyEDgFuA6YBl3m\nWW/V/JZyAouTkv8g4AJVPRJ4F/iNiBzmfN9ppdCu3HeHkcANqno48C/gYBE5DcLnpjPTJfsuIvsA\nFwElwBbgIhE53Pmu0/YbunzfDwLOx5Rf2QWYJiLjne86+zi3M/CU86zfBuwhIpdC577uiZjfUuLk\niIhPRAoAVDUE7AP0d75+HFgMHCEi3s4mhXbxvncTkV0iHtJxQD/n8xvATOA4EenpnJtOQxfve3rE\n4mDgZVWdDdwP/Ae4CsLPQ6eii/c9ckLaD/g/VX0buAb4FjgPOp+mQUS6i8g+IpLprBoN+JzPXwF3\nAqeKSO/Odt0TPb8lXWARkQswjb5fRO5yVj8CjBSRPFVdh8nBEgQOSFIz24Qu3vfzMH2/A3jIWX0X\nMFlEfKoaAD4BFgHHJ6eVbUMX7/tVwD0i4vZrFUY1jqpuA54GVovIxc72neZt2/adq923aWABcCKA\nqq4EXgdqROQ3zvadou8i8ntMPrES4FER6QM8jCnm20NVQ6o6F5O+Y2ryWpp42mJ+S6rAIiIDgMOA\nPYCzgREicgqwEVgLnOxsuhDwAuLs1+Fv5i7e90KManAv4BdAtoj8BagA3gcudDbdCqwnBQTrRNHF\n+z4do0l6AzhPRP4MzAG+EpFLIjZ9ANhLRHI6y9t2V+27iGSIyC3AGMzkdbuIHAd8DCwSkdOdTTcA\nbwODRCSjk/Q9G6NJmqiqRwArML4bIeAJ4GZnu0zM+UgXEU+SmptQ2mp+S/Zg6Ae6A7mqugX4K+ah\nzsdIXpNFZHdV9QOVwI7QaVSGXbnvpcBQoNBRE94P9MRU6H4GOFJE9nXeOj1At6S1NPF0yb6LSAaw\nP3Cpqr4MXAn0Ac4ArgbOEZFuzv1dhfHpqOwkAnqX7TsmOel44A+q+i9gBjDWWfckxofBq6plzrb5\nqlrTGfquqpUYgcWN+vsHRjA7DeO7criI/ExVq4Fezj7BZLS1DWiT+S0pAkuE3T4f+AgYBuA8zOXA\nEOAd4H8YNdpjwBRgbvu3NrF0tb5H2uwj+p4DPAdMAFDVj4EfgAHAEuD/gBtE5GmMJN4h+x5JV+p7\n7GQjIumqWgN8A5zkrP4IY/YagzGNvAA8JiZS5iTApw7t1/LE08X7nuZM2vOBI53VL2BKreyBMQt9\nhxnn+mIEmRro2C9mIpIW8bz/HTgaQFUXYZ7nvoAClwK/F5FXMQ7IHe5Zj6Wt57d2EVhE5Fcispc7\nebmORaq6HKP6HiUiOzmbvwT8RlVLVfVajIp8LrCPqn7eHu1NJCJyvIjsKyJe6HJ9vwhjsx8IUX0v\nx/hnDBCRkc7mHwETgVpVvQf4A/AasLeqvtPujW8lIvILEdkjzj3f6fsOZLkfnEmr1ll8A+jnvFnV\nAF9jnoHBwGXAq8CfMePSue3b5MQgJmQ1313uYn3v405Yjlkn5GiXvgGKRWQnR4PwMWbSDmL6vAh4\nDHPflCSl8a1ARHaNXHb8Ulzn2TlAdxE52FlehNGuFarqk5hr/RhmjH+xvdqcKNp7bm+z1PzOW1Yx\n5m3SD2zC2KtuB8qAvwDPY9SAfwA+U9W/O/u+CUx1JNIOiYgcAFyLUXf9hPFHuBYzIJ2PuXidru/O\ndc/BqAB3wQzG/3PUvNmYnAOzMVqF3wHpqnqFs+9/gWmqOi8ZbU8EzuD1JOZ6/4h5m7xHVbeIyLUY\nO31n7ftkzCD0E/CBqv7DWT8WY96ajwnjzVHVac53LwFPO4M3IpLtvJV3KETkZ5jJ9hvgz45giojs\ni3keukLf1wMbVPUPzvrRGBNXJcaPYbGqPuR89ykwQ1VfdZZzHTNoh0FE9gJexPRxiqoui/juBsw1\nn4VxrN4fOMUZB2cCt3XQl5Gkzu1tomGJcJrqB3yqqj/D2G19QInzhvGUqn6rql9h3ianiMiDzkNc\nhXFQ6nCISLqI5ACnAner6mRMuKIX41gpmEGqM/Y907nuGcAOwOGqOh/IhrBN9xFVna2qKzA3/K4i\n8qSIvIJRky5NUvNbhfMmCcbU84yaHAs3AzthhDaAhzpb38WQISaPxA2YvBqzgcNE5GhnMy/m5SiA\nud/3EJGLxGS6zMS8iQHhe6RD4PQ9XUTOBf4J3Keq57jCioOPTth3F0dAvwET5XYORpNykKNp2RnI\nVtXFwGfAASJyuojkYoSbte5xOpKwEmHm3gO4CaMlOFpEsiI2u0VVn3N8NJ7EONr+W0ReB/IwE3yH\nI9lze0I1LM6gfRNGtfc05oJOVNVTnO/6YVSfZ6rqp07na5x9ewMnOG26K/4vpC4Rfc/G3KCfO+pP\nROTvGIl0GrDEedvujH3PxGiONmLeqC7GaJWGAZ8D/1HVrxzBptrZNw84HOilqvcno/2tIeaefwI4\nHfMWfabz/b0YG+1xqvql49NQ63zX0fueBkYNLCInAfNUdbFjErkaM6A9G2e/vYALMPkoXlLVK9uz\n3Ykgpu+nASOAm1V1nZjkbx8DAfcZj9ivs/X9eMwYP1VEfMDfMFq2tZF9d/aZgBkTBgHPd7S+O4LK\ntZgXsteA753rPRYjtF2kql82sG8mxgF3iKo+0l5tThSpMrcnTGBx1ET3YSStN4FjgQ8xk/R4VV3g\nbHchMEJVT3eWJwKrVbXDvV26xPT9dcyk9SIm3v48YE+Mk91QIENVz3f262x9fwPjNPguJqfA4xgt\n3r8wDqS/UNXhzn5TMH3/OgnNTggxfZ8FHIPxgL8QI7DlYzzjywGPqv7R2W8ysKaD9/0M4HrgcVW9\n3NEqBjFmrmoReRJ4S1Ufi9nPq6oB5200XVUr2r/1rSNO33thSiqMwphBF2HOxWLX5Ofs15n6/piq\nTheR3TCOpd8Ck4HlOG/QqnpKxH55qlruaJaqY7RQKY9j4r8LI4h+DpwFXKKq7zvf/xWjJb1WTVSM\nu98vMOPcp+3f6sSQSnN7RuObNBkvJrfEFOeh3IyZoL/HqIxOdiTUecBgEemGUY0Nwtj0OzKxfd8I\nHAUcqap3uhs5Nt3pIlKMUY11xr5vwWhUVmP8NH6tqt8DV4nIUSKyP+Zm74HJy9CRie27G7L8EcYU\ndDAmi+cOmNT7rlalJyYiqEPiaFCOxpi8ThORv6uq25+QMyFnY8wAkfv9ESPE3aSqVe3Z5kQRp++P\nq+oiEfkQc12vcLSIewL/FJF/q+o3jtnIR+fq+/+p6veO6e90YL6qPiDGV+0nEdlPVT92rnsl8Gjk\nZN7BCAG3a51f1p6YPCPvO9//FWMW3B34UEyY+lYgHQgkob2JJGXm9oT5sDi2uh8xNy7Ae8A6zOR0\nqIic4qjCczGx2VtVdbWqPqaqqxLVjmQQp+8fYi7eIWIyG7r0Arao6gpVXdtJ+/4+xjb9AcZfZxcA\nEemHefP8VlVrVfXfqtqhhbUG7vn1wErgSVU9wnmz6ofzcqCq5R2972pyZpzvqHdnYYSySNz8C9+I\nSJGIHOusf1RVb2rPtiaa7fT9v8B0x24PZjD/grox9rFO2PcS56tNwG4Yh2PXF+dpzEsJwL9V9dH2\nbW3C+Rx4JsJ/5ROMMOL6dawEHgUuExOmfCeAqv7H1UB0VFJpbk+00+0LmCyNfdU4mS3EJMq5HviV\niDyDSZQ1FzpH1tYIIvtehokzrwT6isjOInI5cCvmRu/MffdjrnspJknUniLyD4yp7FtV3ZTEdrYF\nsff8NxjtWZGIFIjINRin2znJbGSiUeM4DGZgHuyYuVwGAt3EpOZ+FRPGCcZM0uGJ6fsuIjJFTThn\npJnjUkzNlJXOPh3O/BOPOH0/zOn7EuBhERnijHUTMHlWUNWNyWlt4lDVbaoa1Low9SmYaDgifHV2\nBw4FvlLVM5LQzLYkJeb2RAssczAOl6cDqKmR8AtMKOeJGJXZJFV9wPm+wyYHikNs3+djspeC8esY\ngYmaedj5vjP3fS7wc4wT5oWYN4/DVHVG0lrYdsT2/XNMga80TCKs7sBBqvpWshrYlqjqWoyj5fSI\n1WOBvTFq45+r6r3Otp3pno/s++XOcq2IHCEi72Emr9NUtTSZbWwr4vT9Rowj6lUYn72jNCLMt7Mg\nJiosDZO9dqazbqiIjMKE9O6qqtO3d4wOSkrM7Yn0YUFV14gJXbpJRJZgbNiVGIfDIPByIn8vlWig\n79WYzI23REjmnY4G+l6BiRpCVd9LZvvaku1dd1V9DTOId1rEJIZ7SEQOERMRVYrRKvzMdUjsrMT0\n/R7MhPUlcKHzwtJpien7/cA2TGmJrzuLNqkBQphImY2Y+jh3Y3ItXaKq1ye1ZW1IqsztCc/Doqof\nATdiHJLewISvdfiUw00hTt//o6pfd2ZhxSVO319Q1U+S26r2oYHrHje8sbOhJrQ1F+NYfCKwSVUf\n7uzCCtTr+0mYyK+nO7uwAvX6fjywQlU/7eTCiqs5GAn8GpMI8HlVPVNVNye3ZW1PKsztbZnpNhNz\nfWsa3biTYftu+57strQnYioP9wcu085TvK1J2L53vb6LSH/gN8Bfu1K/XZI5zrWZwGKxWLoGjnkg\n1PiWnQ/b967Zd0tysAKLxWKxWCyWlKddqjVbLBaLxWKxtAYrsFgsFovFYkl5rMBisVgsFosl5bEC\ni8VisVgslpTHCiwWi8VisVhSHiuwWCwWi8ViSXmswGKxWFqNiPQUkS9EZL6IrBGRlc7nL0Qk4YUf\nReQ0EVkvIg9HLN8Ts827IjJaRD5x2rLc2cdtZ7GIvCMiAacWjMViSWESWkvIYrF0TZwifyMBROQq\noExV/9rGP/tvVT0/shnxm6ZjnXadBoyO2ecgEXmnLRtpsVgSg9WwWCyWRBNVWl5EAs7/A0Rktoi8\nKCJLRORGETlZROaKyFciMsDZrlBEnnPWzxWRce3ZXovFkppYgcVisbQ1kZqP4cDvgWGYeiyDVXUM\n8DdgqrPNXZg6LWOAY4FH27GtFoslRbEmIYvF0p58pqrrAURkKTDLWf81MMn5fDAwVERczUe+iOSq\n6rbtHLehGiO29ojF0kmwAovFYmlPIqvbhiKWQ9SNRwKMUdXqZhx3E9AzZl1PYGNLGmmxWFIPaxKy\nWCxtTXN9RGYBF4R3FhnRhH0+A8aJSG9nn72BLFX9qZm/bbFYUhSrYbFYLG1Nc801FwD3ichXQDrw\nPnDudn9Adb2IXADMdExJZcBJLWyvxWJJQUTVmngtFkvHwglR3ltVpza6cePHehe4WFXnt75lFoul\nrbAmIYvF0hGpAA51E8e1FCcHywCgOf4yFoslCVgNi8VisVgslpTHalgsFovFYrGkPFZgsVgsFovF\nkvJYgcVisVgsFkvKYwUWi8VisVgsKY8VWCwWi8VisaQ8/w8FVQPuxM12hAAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "myFig = mp.figure(figsize=(9,10))\n", "ax=myFig.add_subplot(211)\n", "gme.plotting.plotGME(symasy,parameter=['symh','symd'])\n", "ax=myFig.add_subplot(212)\n", "gme.plotting.plotGME(symasy,parameter=['asyh','asyd'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## DST" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#And finally DST...\n", "dst=gme.ind.readDst(sTime=sTime, eTime=eTime)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAiwAAAE5CAYAAACzhHtcAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "myFig = mp.figure(figsize=(9,5))\n", "gme.plotting.plotGME(dst)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.11+" } }, "nbformat": 4, "nbformat_minor": 0 }