{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "0de85c4d-4571-4854-9db1-fa0877e1caaa",
   "metadata": {},
   "source": [
    "# Atractor de Lorenz"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "6a32b4d8-b21f-4384-95e2-be32b3e1c050",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZcAAAGhCAYAAACtRfm9AAAAQHRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjErZGZzZzEsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvzRIYmAAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzsnXWYY+XZh+/oTDLu7rKzM+u+s8YuLCzuFChW6Fe8pQUKxSlWoEWKtVBggRZ3hwXWhdVxd9dkLJn4+f7IJpuMS5adgXNf11ywycnJG3t/533e5/k9EkEQBERERERERDyI9FgPQERERETk54coLiIiIiIiHkcUFxERERERjyOKi4iIiIiIxxHFRURERETE44jiIiIiIiLicURxERERERHxOKK4iIiIiIh4HFFcREREREQ8jiguv3A2btyIRCJh//79x3ooPzlms5nIyEgkEgnvv//+kMc8//zzbNy4cdDtTU1N3HfffeTk5BzdQY5AUVER9913HzU1NcdsDCIiwyGKi8gvls8//5zW1lYAXn755SGPGUlc7r///mMuLvfff78oLiJTElFcRI4q/f39TFX7updffhmlUsn69ev59ttvaWhoOGrPpdfrj9q5Pc10GqvI1EUUF5ExsWPHDo4//nj8/PxQq9VkZ2fzxRdfuB3jCLF9++23XHnllYSFhaFWqzEajQC88847LF++HB8fH3x9fTnppJM4dOiQ2zmuuOIKfH19qaio4JRTTsHX15e4uDhuvvlm53kcx0kkkiH/7rvvvlFfT1NTE19//TWnn346t956KzabbdAKJTExkcLCQrZu3eo8d2JiIlu2bGHx4sUA/OY3vxn0vI7XkJ+fz4knnoifnx/HH388AJs2beLMM88kNjYWb29vUlNTufrqq+no6Bg0xpKSEi666CIiIiLw8vIiPj6eyy67DKPRyMaNGzn//PMBWLt2rXMMrq/hlVdeYe7cuXh7exMcHMzZZ59NcXHxkO/3UGMVEZkMoriIjMrWrVtZt24d3d3dvPzyy7z11lv4+flx+umn88477ww6/sorr0ShUPDGG2/w/vvvo1AoePjhh7nooovIzMzk3Xff5Y033qC3t5dVq1ZRVFTk9niz2cwZZ5zB8ccfzyeffMKVV17Jk08+yaOPPuo85u6772b37t1uf5dccgkAmZmZo76mjRs3YrVaufLKKznhhBNISEjglVdecVtlffTRRyQnJzN//nznc3z00UcsWLCAV199FYC77rrLed9vf/tb52NNJhNnnHEG69at45NPPuH+++8HoLKykuXLl/PCCy/w7bffcs899/Djjz+ycuVKzGaz8/G5ubksXryYPXv28Ne//pWvvvqKRx55BKPRiMlk4tRTT+Xhhx8G4LnnnnOO4dRTTwXgkUce4aqrriIrK4sPP/yQp59+mry8PJYvX055ebnbezHcWEVEJoUg8ovm1VdfFQBh3759wx6zbNkyITw8XOjt7XXeZrFYhFmzZgmxsbGCzWZzO9dll13m9vi6ujpBLpcLN954o9vtvb29QmRkpHDBBRc4b7v88ssFQHj33Xfdjj3llFOEGTNmDDvGd999V5BIJMIdd9wx6mu22WxCamqqEBMTI1gsFkEQBOHee+8VAOH77793OzYrK0tYs2bNoHPs27dPAIRXX3110H2O1/DKK6+MOg6z2SzU1tYKgPDJJ58471u3bp0QGBgotLW1Dfv49957TwCEzZs3u92u1WoFlUolnHLKKW6319XVCV5eXsLFF1887rGKiIwXceUiMiI6nY4ff/yR8847D19fX+ftMpmMSy+9lIaGBkpLS90ec+6557r9+5tvvsFisXDZZZdhsVicf97e3qxZs4YtW7a4HS+RSDj99NPdbpszZw61tbVDjnHr1q1ceumlXHLJJTz00EOjvqatW7dSUVHB5ZdfjkwmA46Et1555ZVRHz9WBr4PAG1tbVxzzTXExcUhl8tRKBQkJCQAOENWer2erVu3csEFFxAWFjbu5929ezf9/f1cccUVbrfHxcWxbt06vv/++zGNVURkMsiP9QBEpjZarRZBEIiKihp0X3R0NACdnZ1utw881pGR5dinGIhU6n6No1ar8fb2drvNy8sLg8Ew6LGFhYWcddZZrFq1atiMr4E4jjv77LPp6uoCICAggJUrV/LBBx/w7LPPEhgYOKZzDYdarcbf39/tNpvNxoknnkhTUxN33303s2fPxsfHB5vNxrJly+jv7wfs77nVaiU2NnZCz+34PIb7zDZt2jTqWEVEJosoLiIjEhQUhFQqpbm5edB9TU1NAISGhrrdLpFI3P7tuP/99993XqV7goaGBjZs2EB8fDwffPABCoVi1Md0d3fzwQcfAMOL3Ztvvsl11103qbENfA8ACgoKyM3NZePGjVx++eXO2ysqKtyOCw4ORiaTTTh7LSQkBGDYz2y0z0tExBOIYTGREfHx8WHp0qV8+OGHzitrsF+F//e//yU2Npb09PQRz3HSSSchl8uprKxk0aJFQ/6Nl+7ubk4++WQkEglffvnlmK+833zzTfr7+3nggQfYvHnzoL/Q0FC30JiXl5fb63a9HRjyvuFwTOKOxzr497//7fZvlUrFmjVreO+994bMIhttDMuXL0elUvHf//7X7faGhgZ++OEHMRtM5CdBXLmIAPDDDz8MWYx3yimn8Mgjj7B+/XrWrl3LLbfcglKp5Pnnn6egoIC33npr1CvfxMRE/vrXv3LnnXdSVVXFhg0bCAoKorW1lb179+Lj4zPuDKWLL76YoqIiXnzxRerr66mvr3feFxsbO2xI6eWXXyYoKIhbbrllUOgN4LLLLuOJJ54gNzeXuXPnMnv2bN5++23eeecdkpOT8fb2Zvbs2aSkpKBSqfjf//7HzJkz8fX1JTo62hkqHIqMjAxSUlK4/fbbEQSB4OBgPvvss0FhKoAnnniClStXsnTpUm6//XZSU1NpbW3l008/5d///jd+fn7MmjULgBdffBE/Pz+8vb1JSkoiJCSEu+++mzvuuIPLLruMiy66iM7OTu6//368vb259957x/Vei4hMiGOdUSBybHFkeA33V11dLQiCIGzfvl1Yt26d4OPjI6hUKmHZsmXCZ599NuS5hss8+/jjj4W1a9cK/v7+gpeXl5CQkCCcd955wnfffec85vLLLxd8fHwGPdaRzeUgISFh2DHfe++9Qz5/bm6uAAg33XTTsO9HSUmJADgz22pqaoQTTzxR8PPzEwAhISHBeexbb70lZGRkCAqFwu15h3sNgiAIRUVFwvr16wU/Pz8hKChIOP/884W6urohx11UVCScf/75QkhIiKBUKoX4+HjhiiuuEAwGg/OYp556SkhKShJkMtmg7LX//Oc/wpw5cwSlUikEBAQIZ555plBYWOj2HCONVURkMkgEYYqWT4uIiIiITFvEPRcREREREY8jiouIiIiIiMcRxUVERERExOOI4iIiIiIi4nFEcRERERER8TiiuIiIiIiIeBxRXEREREREPI4oLiIiIiIiHkcUFxERERERjyOKi4iIiIiIxxHFRURERETE44jiIiIiIiLicURxERERERHxOKK4iIiIiIh4HFFcREREREQ8jiguIiIiIiIeRxQXERERERGPI4qLiIiIiIjHEcVFRERERMTjiOIiIiIiIuJxRHEREREREfE4oriIiIiIiHgcUVxERERERDyOKC4iIiIiIh5HFBcREREREY8jiouIiIiIiMcRxUVERERExOOI4iIiIiIi4nFEcRERERER8TiiuIiIiIiIeBxRXEREREREPI4oLiIiIiIiHkcUFxERERERjyOKi4iIiIiIxxHFRURERETE48iP9QBEflkIgoDVasVoNCKTyZx/Uql4nSMi8nNCFBeRnwxBEDCbzVgsFoxGo/N2qVSKXC5HLpeLYiMi8jNBIgiCcKwHIfLzx2q1YjabsdlsSCQSTCYTUqkUQRCw2Wy4fg37+/uRy+X4+/uLYiMiMk0RVy4iRxVBELBYLFgsFgRBcAqKRCIBQCKRIJPJ3I5vampCIpGQnJzsPMZ1ZSOXy52PFxERmZqI4iJy1LDZbHR3dzuFQSqVIpFInKsUV5FxIJFInH9yudy5sjGbzZhMJiQSCVKpFJlMhkKhcK5sRLEREZlaiOIi4nFcBeHgwYOkpaUREREx6JjhBMFVgIZa2QwlNgP3bESxERE5tojiIuJRHJv2VqsVYEJ7Ja7iMtR9DrFxHGOz2TCZTBiNRlFsRESmCKK4iHgMx4rCarU6Q2AjCcVIjOUxDsEQxUZEZOohiovIpHHUrlgsFmw2m1NYXO8fDxOd+EcSG6PRiMlkAoZOfRbFRkTEs4jiIjIphgqDuU7UjuywiZx3sriKjUwmQxAE599AsXEkB7gmHoiIiEwcUVxEJowj/DTUasWVgUIx2sQ90VDaaDjCdMAgsTEYDM5jHGLjWNmIYiMiMn5EcREZN44wmNlsdtaujCXza+Dtw3G0xGWo5xHFRkTk6CCKi8i4sNlsWCyWYcNgA5lOk/BYxcYRPhPFRkRkeERxERkTrvUljhqVsUyoEokEm83mdpvNZqOzsxNfX1+8vb2HfMxUcCUaTmwcCQIGg4Guri5UKhUBAQGi2IiIuCCKi8iouFq4AGMWFsexruj1enJycujv78dsNqNWqwkKCnL+KRQKj4/fUwx83Q6rmqCgILy9vYdNfRbFRuSXiCguIiPiWK04Vh/jLYp0Xbm0tLRQUFBAdHQ08+fPx2q10t3djVarpbq6moKCAnx9fZ2pxBaLBbl86n5FHYLhEBPHysZqtTrbCriG0Vx90USxEfm5M3V/uSLHlNFqV8aKQ1wKCwtpbm5m9uzZhIeHO12Rw8LCCAsLA8BkMqHVaqmvr0en07Ft2zb8/f2dq5qAgAA3K5ipgqsJp2PlAjjFxmKxYDabnfcP3LMRxUbk54goLiKDGK12ZTxYrVZqampQqVSsWLEClUo17H6KUqkkIiICk8lEV1cXaWlpaLVatFotxcXFmEymQWIzla34xyM2riacU/k1iYiMFVFcRNwYa+3KWGhsbKSzs5PAwEAWL148rklTEAS8vb2JiooiKioKQRDo7+93ik1jYyNWq5WAgACn2Pj5+U3piXmsYiM2ThP5OSCKiwhwJAzW2tpKYWEhq1evnrCwWCwWioqK6OjoICgoiJCQkHFNkEM9r0QiQa1Wo1ariYmJQRAE9Hq9U2zq6uoQBIHAwECn2Pj6+h71cNNkstqGExuH4zOIXTpFpi+iuIi4hcEcacATnZR7enrIycnB29ub7OxsysvLj4r9i0QiwcfHBx8fH2JjYxEEgb6+PqfYVFdXI5FI3DLR1Gr1lN7bGE1sxJWNyHRCFJdfOK7thx1NuAbWpYwFQRCor6+ntLSUpKQkUlJSJuyKPNHH+Pn54efnR3x8PDabjd7eXrRaLe3t7VRUVCCXy93Extvbe9qJjSN7z2w2O48Ru3SKTEVEcfmFMrB2xbG/MhGjSbPZTEFBAV1dXSxcuJDg4GDnfSPZv4zUs2WySKVSAgICCAgIIDExEavVSk9PD1qtlubmZkpLS/Hy8nILow1V0DkWfqrJfKyN04bKRhMR+akRxeUXyMDaFddU2PGuGrq6usjJycHPz48VK1agVCrd7j+a/VzGg0wmc4oI2FdsXV1daLVaGhoaKC4udhZ0OgRn4GuZaoxHbMSW0CI/NaK4/IJwnXyGywYbyq5luHPV1NRQUVFBamoqiYmJw27E/xRhsfEik8kICQkhJCQEsCchOMSmtraWwsJCfHx8nIIUGBg4pHvAVLCpcTBcl05Xsenp6SEgIACVSiWKjchRRRSXXwhjrV0ZS1jMZDKRl5eHTqdj8eLFBAYGjvrcUx25XE5oaCihoaEAzlobrVZLZWUler0ePz8/txqb6eAeMFBsioqKyMzMxGaziV06RY4qU/fXIeIxhmo/PByOVcNwGWOdnZ3k5eURGBhIdnb2qF5gY10JDTWGY4lSqSQ8PJzw8HAAjEajMxOttLQUo9GIv78/RqMRnU6H1Wqdku4BDlw/S4eYgNilU+ToIYrLz5iJWLg47h8oLoIgUFlZSXV1NTNmzCAuLm7Mrsg/VZvjo4mXlxeRkZFERkYCOAs6q6qqaG5uprGxcVoUdA50tB5Ll05RbEQmgiguP1MmauHimvbqwGAwkJeXh9FoZOnSpfj7+495HFNlQ9/TqFQqVCoVra2tREREEBAQ4FzZ1NfXY7PZnIkBgYGB+Pn5TYlJebgV6Ui9bIxGo5vjs9g4TWQsiOLyM2Rg7cp4fvyuKxeA9vZ28vLyCAsLY8GCBePeZ5io2eVUFxdXhivodOzZOAo6XdOefXx8jsmkPNYC2bE2ThPFRmQ4RHH5GeFauzJa++HhcBxvsViorKykrq6OzMxMYmJiJjSmie65TBeGq+FxFHTGxcVhs9mc7gGdnZ1UVla6pUYHBQWhUql+ktc9UfeFsYqN2KVTxIEoLj8Txtt+eDgcYbGDBw8iCALLly/H19d3wuMaaQwjTXTTaeUyGlKpFH9/f/z9/UlISMBmszkLOltbWykrK0OpVA5yDzgaTMbax5XhxMZmsznFRiqVio3TfsGI4jLNmWj74eFobW0FwNfXl6ysrElnQP1cNvQ9iVQqJTAwkMDAQJKSktyapjU2NlJSUoK3t7eb2HiioHOkLMDJMpzYOBqnGQwGUWx+YYjiMo1xxPbb2tqIjo6elLBYrVZKS0tpamoCIDU11SOptT/XDX1PIpPJCA4OdtrmTLSgc6z8FJP5cCacA7t0OvZsxC6dPz9EcZmmOFYrvb29lJeXExsbO+Fz6XQ6cnJykEqlZGdns337do9N7lO1Qt+TeHoyHFjQaTab0Wq1dHV1UVVVhU6nw9fX101sxpJo4XhPj8XkPZLYWCwW5/1il86fD6K4TDMG1q44erdPlMbGRoqKioiLiyM9Pd0ZujjW4iJyBIVCMWRBZ1dXF+Xl5RgMhkHuAUOtOo+luAxkOLERu3T+fBDFZRoxVO2KVCqdkEW+o6FXe3s78+bNc/axh4lleA3Hzz0sdizGOVRBpyOM5mgH7VrQ6e/v73bBMBXEZSDDiY1Op+PAgQMsX758SBNOUWymLqK4TBOGaz88EXHp7e0lJycHpVLJihUrBmUmTYWVy3QRl6mAo6BzqHbQDQ0NWK1WAgMDx1X8eqxxiI1EIsFqtTpX6I6VDYhdOqc6orhMcRxhMEc22MDsmvGIi2tDr8TERFJTUz3mZDwcolD8tEgkg9tB63Q6Z40NwM6dO90y0Y5VQedYcP3OD7WyEbt0Tl1EcZnCjKV2ZTgvsIGYzWYKCwvRarUsWLDAaTU/FEc7LDbaJq0oSJ5DIpHg6+uLr68v4eHh7Ny5k/nz56PVatFoNFRVVSGVSt362EyldtCOlfpAhhIbsUvn1EIUlynIeGpXHD8um802bOpwd3c3OTk5+Pj4kJ2djZeX14jPPxXCYtOJ6TJex+fg5+fnVtDZ29uLRqMZth20SqU6ZmN2tAYYDcfmv4OhGqe5io3YpfPoI4rLFGNg++HRrvJHEpexNvQayNEOi/X391NQUIBUKnXWdwycwMSVi+cZ6kLFtR00MGw7aFexGe3ixJMMt3IZjbGIjdil8+giissUYmD74bH8qFzFxRWTyUR+fj69vb1jaujlytEMi7W1tZGfn09YWBhKpdJpf+KYwIKDgyedXi0yNGOpzh/YDtpisTjdA+rr6ykqKnK2g3aE0o5mO+iJistAxio2YnsBzyGKyxRgIn1XHAx0MQbQaDTk5uYSGBjIihUrxl3N7cmwmGNsNpuN8vJy6urqyMrKIjw8HIvFglQqdetnX1tbS19fHwDl5eXjKhI8FkwnEZyI9YtcLndrB202m93cnida0DmeMR+NTXlXsXFtCW0ymdzcA0SxmThT8xf7C2KifVccOMIcNpttwg29hjqnpyZNRzbbvn37MJvNTiNMR9gPBvez12g05OXlYbVaKSsrc3Z9DA4OdqvbEBkfnvAVUygUhIWFOeuiTCaTM+25oqKC/v7+MRV0jhVPrVxGwtUTDUSx8RSiuBxDxtN+eCSkUikGg4GCggIMBsO4G3oNxJNhsZ6eHnQ6HVFRUSxcuNB5VTuSeCmVSqRSKRkZGcCRro8ajYaGhga3RlzBwcHHPJV2ukwwR8O0UqlUEhERQUREBGBvLOcQG0dBp7+/v5vYjEcsxrqh70mGEhuxS+f4EcXlGDBa7cpEOHTo0IQbeg3EEysXxyqqqqoKpVLJ7Nmzx/UaXZ/fUSQYHR3tNOt0TGDV1dXOxICpkN00lTlajsiueHt7ExUV5SzodBWbpqYmLBbLuNpB/xQrl9EYzvF5uC6djrTnX7rjsyguPzGTDYO54tjHsFqtIxZFjpfJ7rmYTCZyc3Pp7+8nIyOD2tracYf6hnt+ieRII674+HhnbxSNRuPMbnLY1TsEZzIOwj8nfur9IYlEMujCQK/XO8Wmrq4OQRDcOnT6+vq6fVemgrgMZCSxcfSyMZlMGAwGwsPDf7HtBURx+QmxWq00NDTg6+s76VBOf38/ubm5WCwWlEoloaGhHvviTiYsptVqycnJITAwkOzsbLq7u49qnYtrbxRwt6uvrq6moKAAX19fp9AEBgZ6pJXAdOSnWLmMhEQydDto11WoRCJxS3ueiuIykKHEpqOjg8bGRmd4eijH55+72Iji8hPgWrtSXV1NYmLipLo7tra2UlBQQGRkJBkZGezcudNjeyQwsZWLa01Neno68fHxzh/dT2lcOdCu3mQyodFo0Gq1lJSUuJk6BgcHjxqWOVrjPBYca3EZyFCr0N7eXrRarbOgUyKRoFAoaGpqIjAw8CdrBz0ZHN95Rw3NL7VLpyguR5mhalcmOiHZbDZKSkpoamoiKyuLqKgo5zk9KS7jFQSz2Ux+fj49PT2DamqOdYW+Uql0Ogi7mjpqNBrq6+sRBMF5lRwcHDylrE88zdFK6/UUrgWdiYmJzu97b2+vM+T5U7WDnixWq9W5Qh4ujGaz2TAajT/bLp2iuBwlXIu0XGtXHHUd40Wn05GbmwtAdnY2arXaeZ+nvbjGExZzWMv4+vqSnZ09qKBuuLGN9qM5GiuCoUwd+/r60Gg0dHZ2UllZ6bQ+cYTRxjJ5TZcJYDqtssAuNl5eXs7MwZ+qHbQnGMmOaaBLws+1S6coLkeBkTbtZTLZuFcZTU1NFBYWujX0csXTK5exrK5cHZZTUlJISkoa8os/mZXL0Q7juIZlHD5b3d3daDQa5+SlUqmcYjPZ9sLHmqkWFhsLrnsuP3U76MngKC8YC0OZcA7s0nnxxRdz2WWXcdFFFx3NYXsUUVw8zGi1K+MRAovFQnFxMW1tbcydO9fZiXAgP3VYzGKxUFhYiEajYeHChc4f+0TONdxjjgUOd2BX6xPHZrOjvbCfn59zVePw45ouTEdxGSmUN9T+mkNsKisr0ev1gwo6fyqnB9ew2HgZSmyam5unrEvFcEyv0U5hxmrhMlYh6O3tJTc3F4VCMWRDr4mcc6yMFBZzNBrz9vYek8PyRMNicOwnQ7lc7laN7mgvrNFoKC4udrbjbWtrw8vLCz8/vyk9eR/r93MiOFp5jwWlUjlkO2itVktpaanT6cG1Q+fRyhwcz7hHQyKRoNfr3ULh0wFRXDzAeGpXRhMCQRBoaGigpKSExMREUlJSRl1ee3rPZbiwWGNjI0VFReOqqZlsWGwq4dpe2FGzkZOTQ39/Pzk5OQBu8f+plhwwXcVlomMeqh30wIJOh9h4InPQFavV6rH9H0fDNz8/P4+c76dCFJdJ4qi0H6vh5EjiYrFYKCgoQKPRjNrQa6znnAgDBcFqtVJcXExrayvz5893hiEmcq6xPmaq46jZUCgUJCQkEBoaOqgvikKhcMtE+ymt6odiuoqLpyb8gQWdA9tBO2yFHEWdk1mJTiYsNhQ6nQ4fHx+Pne+nQBSXCeJauzIeCxeZTDZktlh3dze5ubmoVCpWrFgxronoaIbFdDodOTk5yGSyUcNzw51rOHEZS9LAdEEikeDv74+/vz+JiYlumU0NDQ0UFxejVqvdbGp+6hj6L11cXBkqc9DRDlqr1VJTU4NEInFzDxhP4fNI2WITwbF/NJ0QxWUCjKX98HBIpVJnG1aw/+Bra2spLy8fMetqJDxpNOk4nyAItLS0UFBQQGxs7JBZamNlKJEYSTim2wQ41HhdM5tSUlKcVvUajYbKyko39+Dg4OBxGzpOhOkoLj9VbY5EcqQddFxcHDabzeke4EhTd+114/CwG+79HE+22GiYTCbMZvOkCq+PBaK4jIPxtB8eDtdVhslkoqCggJ6eHhYtWuTMUhovnu6/IpFInF5ds2fPdjreTnRsMLGJbTqtXEZjoFW9w9BRo9FQWFiIxWJxc3oe6LHlCaajuBwr+xepVOpciTrS1B0dOh0N7kYq6PRkWMzR30gUl58pAzftJ1rQ5BAXrVZLbm4u/v7+QxYfTuScnkCv19PY2IjNZhtUrDkZxjOxTdUNfU8y0D1Yr9c7bWocIRnXYk5P2J5MV3GZCmN29bBLSkoasaAzMDAQi8XiUXFxhPGmE6K4jAFP9V0B+8TZ29vL/v373Ty4JoOnxMXRglitVqNSqTzyZZ7Ia5sKk8lY8YQAuho6OkIyDo8t16tkh9AEBwdP+GJkOr23MDVdkWH4gs6uri7q6+vp7++ntLSU0NBQ54p0ogWdjjTkqfg+jIQoLiMwmfbDQ2E0Gp1fvKVLl3qsCG+yqcgDWxAbjUa6u7s9NjbHc4z3x/FzXrmMxECPLdc20I4+9j4+Pm5Oz2NJDpiuK5fpMKkOLOjctm0bMTExGI1GN3fuibSD7uvrO+YN8SaCKC7D4Mm+KwAdHR3k5eWhVqtRKBQere4emCQwHgwGA7m5uW4tiGtqajw2sf/cVy4/BQPbQJvNZud+TXl5OQaDwa1eY7g20NNRXKa62eZwCIJAaGioM33YtR204zMbazvo6ZiGDKK4DImjd/bmzZtZsmTJpDbSbDYbFRUV1NbWMnPmTGQyGTU1NZ4bLBMPizkELzQ0lEWLFjm/3J7cw5nI/sl023P5qSdshULhVonuWq+Rn5/v1gbatQHXVNm/GA/TZeXiiiPi4TrusbSDdu3Q6XqB4BAXT3129913H/fff7/bbREREbS0tDjHf//99/Piiy+i1WpZunQpzz33HFlZWeN6HlFcXBjYfthms01qknVt6LVs2TL8/Pxoa2vzaNowjF8MHC2Iq6urmTlzJrGxsW73e7LifzihGKv9i8joDCwOdNRraDQaZxtoR+Ot6cZ0FRdgxA39gQkdAws6rVYrvr6+fPbZZ0ilUo+37s7KyuK7775z/tt1rI899hhPPPEEGzduJD09nQcffJD169dTWlo6rlobUVwOM1QYbLiCx7Hg2ByPiIhwrlgc5/X0j3w8YuDagtgheEOd71iuXFwfJzI+hqrXcKTQNjU1YTQa2bVrl1sx51SxqR+K6bjacswZY80WG66gs6KiggMHDvDjjz9isVg444wzWLduHevWrWPWrFmTEl25XO60xXFFEASeeuop7rzzTs455xwAXnvtNSIiInjzzTe5+uqrx/wc0+uS4CjgWK0YjUasVqvTjVQikUzIHt9ms1FcXExeXh6ZmZnMmjXL7Ut2NMRlrOfUarXs3LkThUJBdnb2sFchnqybmYy4TIeVy1QfoyOFNikpiaioKCIjI5kxYwYymYza2lp27NjB3r17KS8vp7Ozc8IXU0eL6bhycb1AnQiOC4R58+bx+eefc9ddd7FixQpWr17Npk2bWLFiBRUVFZMaY3l5OdHR0SQlJXHhhRdSVVUFQHV1NS0tLZx44onOY728vFizZg27du0a13P8olcurhYuMLh2ZbyNvRxGhgDLly8fchPuWIjLcC2Ih+Noh8UcrgRdXV2EhIQM67s11Sfu6Yaj9a5rcoBjo1mj0Tidgz3ZBtoTY55u4uKJzFJXDAYDMTEx3HLLLdxyyy2YzeZJWQctXbqU119/nfT0dFpbW3nwwQfJzs6msLDQue8ysHA6IiKC2tracT3PL1Zchmo/PJDxrFyam5spLCwkJiaGGTNmDPuDmMhqaDRGCmO5tiBesmTJmLLUjpadzMDxhIeH09jY6Oa75WjKNd1CIdOBobLFBm409/f3O4s5Xc0cHWG0nzIl1tE0a7qJy9EwrXRNKppsA7STTz7Z+f+zZ89m+fLlpKSk8Nprr7Fs2TJgcFh6IpmGvzhxGa798FCMZc/F1TF4LFYpEonE46GH4cJYo7UgHu/5JopDXHp7ezl06BBqtZrly5c7Jw5Haq1rmqYgCDQ2NhIZGTnl+6RM5bG5MpYJQqVSERMT49YG2tVfy9EG2rGyOZo97Ee68JvKeNJXDOx1LkfTtNLHx4fZs2dTXl7OWWedBUBLSwtRUVHOY9ra2sZtA/WLEpfx1q6MFhbr6+sjJycHuVxOdnb2mDI6HCsXT9YcDAyLjbUF8XB4er9DIpHQ2tpKZWUlSUlJpKSkIAgCJpMJGDq19scff3Q6MgPOySw4ONjjmTO/FMa7CpBIjrSBjo+Pd7aB1mq1NDc3U1paire3t1tygCfbCju+09NFvB142hFZp9O5TfSexmg0UlxczKpVq0hKSiIyMpJNmzYxf/58wB463bp1K48++ui4zvuLEZeJWLgMF8JyXFUXFxeTkJBAamrqmH+0kzFyHOmcjnE6esJotdpRWxAPhyfDYo507qqqKubNm+c0bhxJvFQqFTKZjNTUVHx9fenp6UGj0TitUBwT2s+hr/1PyWS/c0O1gXY4PTuq0Ac6PU9mkp3OKxdP2+170lfslltu4fTTTyc+Pp62tjYefPBBenp6uPzyy5FIJNx00008/PDDpKWlkZaWxsMPP4xarebiiy8e1/P87MVlYO3KeO3xB65cHP3jOzs7x904y3FO8GwWzMCwk0qlGlML4tHON1kMBgM5OTkIgsCcOXOcwjJWHJOhwwolKSnJbUJzta53iM1w1elHi+mUdODpCv2BlieubYVdCwMdK5vxJgdM15WLp8NiA/dcJktDQwMXXXQRHR0dhIWFsWzZMvbs2UNCQgIAf/7zn+nv7+e6665zFlF+++234w7N/azFZbIWLgNXLpNp6OXAVVw8hVQqxWQysWfPnnG1IB7pfJOdNDs7O8nNzSUsLAydTjfu92q48Q+c0AwGg3MD2lGd7uomPNVaDR9Ljrb9y8A20I7CQI1GQ11dHYIgjOuzGe/F4FThaITFPCkub7/99oj3SyQS7rvvPu67775JPc/PVlzG2354KBwb+oIgUFdXR1lZGcnJySQnJ0/4C+8QF09t6lutVmpqajCZTCxatGjcK6mhmMzKxTXtOSMjg9jYWLZs2TKh843lMd7e3kRHRzur0/v6+ga1GnasaqZ6weDR5qf0FhuqMNDh9Oz4bORyuZvT88ALkOlY4wJHJyw23Xq5wM9QXAbWrkzmyseRyXTo0KFJN/Ry4CjS9MTKxZFQIJFIUCgUHhEWmHgtjsViIT8/n+7u7kFpzz9Fhb7rBnRCQoKbm3BtbS2FhYXOEJrDmdYTk9d0ubI+lsaVrm2gHZ+NYy/NNR3dITSBgYHTsjofPBsWc1Tri8aVx5iBtSsTbejlwGQy0dLSQnBw8KQberniCXFpbm6moKCA+Ph4IiMj2b9//7DHWm0CfUbL4T8rvQYLepOFILWSmEBvgtQKt/dpIiuXvr4+Dh06hLe396D3aiLn88S+z1AFgxqNBo1GQ1FRkbP7o2NlMx1tzcfDVHJFdm0ZDDjbQGu1WiorK52b2DabDY1GM+nkgJ8ST4fFjnYq8tHiZyEu46ldGev5qquraWpqwtfXlwULFnj0RzkZcbHZbJSUlNDU1MSs2XNot3jz2r4WDpbZ+KQjD5PFBgOGKpNI8PGS4eslx89Ljo+XHB+ljNyGbpq6DGj0drt+qQQi/b0JU0vpbRcIb+wmJkBFsI9ixNfvELrh9nsmKhSe3ixXKpVuewKuBo9VVVWjhml+ijEeTaaSuAxkYBtoR++jxsZG54XAwOSAqfpapvqG/k/FtBcXQRCcvmBSqdQjDb3y8vLQ6/UkJCSg1+s9/iWeqLjodDo27c6hsNNCiy2Ed75rIivKnwWx/kQbbJyxYRZK+cS/1BarjdZeI1WtXWxpFNhW3mkXH529HsVLIWVpYjCr0kKIC1Jhs9koLS2lsbGRuXPnOutUBjLRENfRnLiHMnjs7u5Go9HQ0NBAcXGxsyGXI0wzXa6ch2Mqi8tAvLy8CAoKorOzkyVLlqDX650XAg4bEtdiTk+0gfYUVqvVY+nxjhbYYljsJ8axWvnxxx+Ji4sjJiZmUufr7OwkLy+PoKAgsrOzaW1tpbe310OjPcJ4xEWrN7G7SssPhY1UNmuID1FzyoIMlicH46+yf4F1+n6+KBOoau+jU2+mo89EZ5+JDp39v939wzcSUyllhPoqCfP1IsRXSaivEn+lnPQAG+esTEAhPzKh9hks7KnW8NKOGuo6dfgJOjKDJJx/3BJCA/2HfY6J1M381BOFaw1HSkqKW0Muh+eWo0eKw3NrqkxmY2U6iQsccUR2bQMdGxuLzWZzS9woLy9HqVS6ZaJNNA3fU+P21IWIwWDAarWKYbGfioHthyfr12Wz2aisrKSmpsaZ4eTYeD8aLrEjnVcQBPbXdrG1vIOSlj4CVHIS1SYWqzXc/KtZREVFoTNa2FmpYXNpO+19JqQSAUOXlHpVK6G+XqgUMowWGwqZhDkx/gSqFcikEmRSCRKJPUwmlUiQSiUYzVY0OjOdOhN1Gj3dejNanYH8eilb383HKtijbHNi/VmSGMzqtFAWRio4dOgQRmUgLZJg7v2qGpsgsCQxiFWpIaSE+Qzaw5kIxzLk5Ooa4EirdezX1NbWOsXIYrE4nQamOtNRXIYKL0mlUmdygKMNtGPV6doG2jU5YDJGj+PFk2ExnU4HIIbFfgqGql2Ry+UTFgFHm1+TyTSov8nRMJkc6bx7a7S8tKOGrCh/Tp0VyXUr5eTn5WE2m4lKWcDm+n52bMlFAqxMDeH361Kw2gQKG7v4anc7NZ16Slv78PGSkx7uS1q4L4IAFpuAyWrDJoDNJmATBKy2wyItCNhsAl5yKQaLlUP1XfSbrBissCjKj4woP5JCfNDoTOyt1vDMpiL6dDoWJYVy4txEjo8J4DcrpBjMVvbVdvHugUYq23VEB6pYOyOU1akhE97Qnyq4ptU6rpx7e3udV86FhYVUV1e72aD8lJPZWJlO+0Mw9lRkmUzmDF8Cbl51FRUVboW2jpbCRzPF2ZOpyDqd7qg0C/spmHq/gBEYrnZlok29HA29wsPDWbhw4aAJ4WiuXFzFJa+xm39tqyExRM1j52QRpFbS3t7Ou9/mUdGvpsmoIqK9hcgAb5YmBlGv7WdLWQebS9uJDlSRHq4mI1DgwpPTCfSd/JfQbDbzxbffE5sUSGVHP7sqNTRo9fT09OIrtbBuVhxSuRdbyjp5aWctEmBubABLEoO49cQ0FDIpDdp+NhW3cdXuOqJkFi6PNjH0jszwTNXJUCqVOl0DmpubmTFjhjOrqaKiwtnT3jHhHWvbegc/l5XLaAz0qnMttG1qanLLEnRtA+3JcXtSXKZrFuO0EBfX2pWhqnbHKy42m42ysjLq6+vJysoiOjp6yOOO1srFIS7lbX08t6WaILWCe0/NINxPyZ5qDe/sKqe6vZe58SGsXxhPbaeezaUdBPsoiQzwYu2MUGIDVUilR3qlfKMpwlvumS+gRCLBWwZzov1YlBjirKdRKLyJTJ5JTZeJ0pY+ytv7UClkrEoNIdhHya4qDS9sqybUV8l5C2K4Ynk8ly+L5+UvdvDU9ib8DnZx4aIYFsYHjmkMU1VcXHHtkeLIdHKtTK+vrwfcN5896RM13rFOp0nKU3b7AwttHVmCWq3WrQ2042+yyQGeDIv19fWJ4nK0sNlsWCyWES1cxiMuer2e3NxcbDYb2dnZI2ZhTKbN8Ui09wu8tqUJP99ubj4hhbhgNaWtfdz7WRG+tj5WhNm4LHsOnxRqeGtvA2fOi+LFS+ahkA39hXW8H54SQldzzZaWFgoKCoiLiyMtLQ2pVEpCGKxJsxdsanQmfiht54ODjQBsyIogLdyH70vaeWZzFStTgon3l3HaojgEVRDvHGjguS3VrJ8ZxoaMYHy9R35N05GBPe0dIbS2tjbKy8vx8vJycw34qYw3p1tvlKNRRDlUlqDj83EYozoy1Sbq6nA0Vi7TkSkrLq61K44rrpH6rhiNxlHP6WjoFR0d7Wz1OhKeDou19hh4YVsNtU0GrlgSyZp56XT0Gbnns2J6df2sDeyiw+bDt+0K4q1aLl0aR2r42DbyjkZr4oqKCpqbm0fsUxPsY1+lnLcghl6Dhc1l7byysw6DxcoJGWF4yaX8d58JdU09Fy9X8Pu19n2ibwpb+PPHJcQGqfjVgihSwgb/gKbDymU0XCvTHZvPA52E/f393ZyEj5YATLeVy9GwfzFbbW4Xaa4hzqSkpCFdHXx9fZ2rmrEkB3h6z2W6+uNNSXEZuGk/WqX9aCsMq9VKSUkJzc3NzJo1i8jIyDGNw1NhsZ5+My9sq6FOo+ea1UnY4owovCX8e1s1+2u7WBUrY19LJx93+3DGgmieOjEKH6/xfTSebJ/syH7q7Owctl3zUPh5yzljThRnzIlCb7KyvaKDTcXtGCyQFexFflMPr+6uY15sAOfMi2T9jGDK2/W8ub+Jtl4TVyyLZWG83TJmOv2YxmuG6uoaYDQanVlohYWFWK1WN9cAT04s002sJyMuNkGgTtNPWZuO0lYdVR16ZwalxSYgCBCklhMfrCIhWE1CsIr4IG98vOSDXB0cFwOORnaO/bSgoKAhXbg9nS02HTPFYAqKy0T7rgwnLo79AplMRnZ29rji3Y7VwGS+5DWdeu75rJjr1ySxNCkNQRD4V66JH2p6WJ0RiUHXw/clFq5aM5NVM2Mm5YPmCXHRarXOBl3z5s2b8JJcrZRxUmYEJ2VGsHPPXkr1crbXdrEgLoCZUX68sK0Gjc7IrxfHcNeGVLr6LfxnVx3/3dvINavigek3GU4ELy8voqKiiIqKcu4HaDQaZ+dHhULh1ihtMhZEP9eVS5/R4hSRsrY+WntMyKQQG6QiPdyH42eE8LuV8Xi5FBgLgkBXv4VaTT91mn42lbRTrzWgN1mJDfTmlhOSUcikKJXKQY3sHPtprm2gHZ+Rj4+PR8Nijj2X6ciUEZeBtSvjqbQfTlwc1hHx8fHO/YLx4PiCTFRc9tZo+de2ah4/J4sIf28O1Xfx3JZqkn0E5oYr2F5Yx2/n+7N26bxJx90nuwHu6vyclpZGWVmZx66+vORS1qf585u1seyu0vDmvgaC1Qp+syyWHZVa3tjbyBXLYrn1hBRaegz8a3sdzW0mfudvZJydVac1rvsB8fHxbvUbdXV1FBUV4evr6xSa8fptTTdxGWmPqF7bz2f5reQ29hLgLSc93If0CF/WpocQ4acc9XVKJBKC1AqC1ArmxboXAH9f2sGfPijiwdNnEKBy/10O3E9zXAy4JgdYrVY6Ojo8kkI8XR2RYYqIiyf6rjhckMHuzltUVERHR4db98Px4vjhWq3WcdctfHioiW3lnTx74Vy0ehO3fFCAv7ecW05I4a8fHSRJbeJvp6aOuwXxcAy1cjFbbdR26mnsMhw+RoJMYv+v9HAhpUwKgs1GTXUV+t4ejl+6gKjwECoqKjy6h+OY2LJTQshOCaG0pYdXd9XSZ7Ry5pwIdlRqeW1PA1csj+W+U9P5fFsPrx3o5KtKI79bGU+437GruD5WDKzfMJlMzqvm4uJizGaz028rODh41JTa6SYuA1cAvQYL3xa380NZJ2G+Sk6fHcE1qxKQevg1HT8jlEh/L27+sJh7T0kjLmhogRh4MWCz2ejq6iInJ4f29naqqqrw9vZ2K+Yc78pT3NCfBDabDZPJ5JG+KwA9PT3k5OQ43Xm9vb0nPDbHWMaX5izw1A+VWGwCT5w3i9zGbv75QxV3nTKDkuZu7vrgEGfEmZkVF0pycvKEx+aK1SbQbpCwpVxDi6GLijYdfUYLcpmUhGC188dhL54UDhdP2h9nMBppbGpGIpUSHBrNI5sbMZjr6NbCPmMdWXHBpIX5khyqxksxsaX+UKuqtHBf7j81nY4+E28daKKktY9VKcF8X9rJa3saWREi8JfjIukUfHngqwpSwtT8ZlnsoCvJY81PGbpTKpVEREQQERHh9Jxy7NfU1NQglUqdQjOU8eZ0FBepTM6OSg2fF7TRb7Jy4sww/n7OTFQT/C6OlawoPx48PZ27PivjhjUJzIsNGPUxUqnUWYQ9f/58e+jtcHJATU0NfX19zpWnIzlgtJWn4zHTkWMmLpNpPzwQx8qlrq6O0tJSkpKSSElJmfQPSSKRjGtTv99k5a5Pi1iWFMz5C2PYXNrOuwca+dvZmTz+TSmW3k5uXuxLUEAEZvPwfl+jYbLY2FLWwfcl7XT1m+2WLv1WFniZWZ4SxaVL4/HzliMIAtrDXmPtfUba+0y09xrR6s2olTLkVgP6tibmx4WSlZ5EsI+SQJUCtVLGpu83E5gQRGu/hK8LW6nq0GG02PBWyEgN82FVWghzYwKctTajvY9DTcKCIBDqq+T3xyWhN1n5NK+VstY+jksPYX95D5ubmrhuXRrPXJDFnmott31cwqL4AC5ZEoP3UZ5cpjqufluOlNqB/VFcLVCCgoKmlbiUt+l4I6+X+j5Ym6nkj2uTiPD/aVevkf7ePH1eJnd+Vspps8yckDF6v6SB0RfXrqmuK0+HX11AQICbX93AMKBOp5t0D6ljxTERl8mGwYY6n8lkorKykoULFzrDCJ5grOnIbb1G/vJRIb9dmcjy5GDeO9DIvlotly2L58Y3D7I2VMf61XbRq66uxmAwjHssZa19fHCoiYq2PtbOCOPWE1MJ9fXCZLHx2pc7qdEYOdBci812eCKXQJBKQaivl92c0s+LebEBBKrklFbWUNnQQkxsHCalms2lHXT1m+nSm9GbrHR0CvjWNxAf6sf8uADOmhdFYogag9lGWVsfW8o6eHZzFZEB3hyfEUZ2cvCIE/5oV/hqpYwLF0VzzrxI3trfRFOfjTNn+/F1YTsbdzdww5oEXrhwFt+VdnDDu4VclR3H8qSp8aObChO2VColMDCQwMBAkpOT3Yw3y8rKnKn6LS0tzivsqTBuVzQ6E18VtbO9QkNCsIql0Qqujg8mISHumI3Jx0vO38/J5IZ3CsYsLsPNZwNXno7kAK1W60wOcKQ8+/r6EhAQQH9/P3FxR+f1P/LII9xxxx384Q9/4KmnngLsv9P777+fF198Ea1Wy9KlS3nuuefIysoa9/mPibg43vjJNvMC6OrqcvZOX7Fihcfb2I5l5VLS0ssjX5dx72kZJIWoeW5LFVq9mTAfJa9tLeLyZCNLF8x3XsGMJ7Orp9/MFwWtfFfSTlKImnPmR5EZ5U9rj4EfSjrYUdmJyWojHIGT5wawJCMB+TDFlmC/esrNzSXAauCqU5YPu+Tetm0bmZnJGOU+5NR387+9DdRq9HjJpWRF+bMkMYirViSg1Zv5oaSdm/bn46WQsiYtlOPSQwn2cW8WNhRDXUkr5VIuXxZLsrSNbxv6MUqUXLQomn/vqCPS34trViWQnRTEc9tq+bygjT+tSyLE55fbung4Blqg6PV69u7di16vd2YDumahHSvvKkEQ2FGp5aPcFqQSCSdnhfHMBVkoZFLy8vKmRJsDuVRCiI+Cjj4Tob4jf9fGmik2VBtoh9NzZ2cnL7zwAv/73/9QKpVYLBbq6+s9KjL79u3jxRdfZM6cOW63P/bYYzzxxBNs3LiR9PR0HnzwQdavX09paem4nZmPWVhsskV/rr3aExISqKqqOiqVzqPV0Gwubeft/Y08dcFs/L0V3P9FKV5yKWUtPSwI0PObTG/mzl3ktvczmmDZbAJ7a7V8dKiZXqOF02ZH8Oyv5lDc0ss3hW3847tKwn2VrE4P5aEzM/HzlrN3715iApUjCotjszEgIIDly5ePmKTgmPRjAlXEBKo4dba9NshgtlLY3EtOfTdv729AZ7QyM9KPP52QSrifF9sqOnjwy1J0Jiur00I4a27UIMt9h/1ObW0tfn5+hISEEBwcjL+/v/N5/b1kXLM0FLO3XUhCfZVkRPpy47sF/GphNLeekExxSx9/+aSEk2aGcfa8SI9v7P6cUKvVSKVS0tLS8PHxcValt7S0UFZWhre3t5trwNE23rQJAj+UdvLuwSYWxQdy98lpBKndf79Tqc3xksRAfqzp4tRZIzvkTbSAcmCL7hkzZrBy5UpuueUW9u/f7wz1n3322fztb3+b6MsA7Ps4v/71r3nppZd48MEHnbcLgsBTTz3FnXfeyTnnnAPAa6+9RkREBG+++SZXX331uJ7nmG/oTwSTyUReXh46nY7FixejVqupqqryeHtRGHmV8VleC7sqO3nmV3OwCQI3v1/AgvgAvspr5PTIPhbOGDoFeqRzHqzr4p+bq1iUEMgf1qXgr5Lz2u463juQy4L4AI6fGcYf1qUM2usYqWeKIAjU19dTWlpKamoqiYmJY0rVHOp83goZC+MDnf5ggiCQ39jDuwcaqerQsSwpmFvWpxHqq2RTcRs3vZePP3rOnuVFCkdWTgaDgblz5zpDAw4PLscEZ7VaEQSBxBA1j589k/11Xby0s57lSUGUtuqcq5YXLpzN2weauP6dAm4+PpnUISr9Rew4VooDq9ItFouzULCystLNRdgh+p5KS7fYBL4pauej3BZWpQTz1HlZqJVD/2aPRoX+RFmaGMTz22rGJC6eGLNKpeKUU07hySef5LrrruPMM89k69attLa2Tvrc119/PaeeeionnHCCm7hUV1fT0tLCiSee6LzNy8uLNWvWsGvXrp+/uDgaegUGBpKdnY1CoXCuLDxpu+BguJVLaWsfXxa08OyFc+k1WLj1wwLOmx/NK9vKOCXayAnLhu/MOJS49BktPPldBSarwNMXzMZbLuWt/Y1sKevgsmVxXLdm5JTl4VaCVquVvIJC6prbiU7OpLBPxtbddZhtdqv9cH8vogK8CfP1ItzPC18vmXMCGsvKUiKRMCc2gDmxAVisNvZUa3lmcyUavZm16aE8dk4WW/YV8L9cLW8WHmCuuodF8f4sW7YMq9VKUFAQMTExTo+nzs5Ompqa6OnpQa/X09/fT3BwMPNjAnnhwll8VWifmE7MCOWfW2pIDFHxfyviOX5GKE98X0VsoDe/Wxn/k234T7dCz6G+Q3K53G3j2eEi7EgOcOwFuIbQxruiMFttfJ7fxheFbaxLD+HZC7JG/YymkrhE+nvR2msaNSnC0xe4ji6UAQEBnHHGGZM+39tvv83BgwfZt2/foPtaWloABlk9RUREOLt/jodjJi7j/XIKgkBlZSXV1dXMmDGDuLg45zkcX8CjYTI5lLj0GS08/FUpT5w3m7ZeI7d/VMi1K2J58psiTkmSc/7akZ0ABorL1rIOXt5Vy7Wrk1icEMjHuc18mtfCeQuieeXS+WPKyJJKpfT0m3lxew0fHGqiplM/+KDdxWN/4QDkEx9cwa+XxHF8Rhixgd4jfm5ymZSVqSGsTA3BYLbyQ2kH931eQleXjtVxCvytGoqMQTyTDxtsrWyYGexMKXW9mk5OTiY3NxeFQoHFYqGkpASz2UxgYCCzg4NZemoir+5rx0cpIyFYxQ3vFPDrxTE8elYGW8s1XP9OAVevTGBJYuA4X+/Pm7Fmiw10EXbt+lhRUYFCoXBLeR4pHG202Pg4t4VNJR2cnBnGCxfOGtaAdSDjFRdBEBDgqIVH4wK9aegyDFv3Ap61fnEUaXqqC2V9fT1/+MMf+Pbbb0cs0Rj4HZloluG0WLkYDAby8vIwGo0sXboUf3/3ilpHyvBP0XtFEATu+7yEG9emYBME/vxhITetCOcf3+RzWkYwv143b9Qvl+OcGp2JR78pJ9hHyb8unse28g6ueuMQG7IiePnS+aP+CPuMFrZXdHLrBwWYrQLQOeLxaqXM2ZFS7vJfuVRCj8GCVj84PbpO088jX5fxyNdlzttmRvpyy/o0licHIxtG+LwVMk6ZFcGGzDA2bdvFt5U9tAr+XLg0lltnhPFtUSt/fL+I2TH+/GZZ7CAvNalU6ixOc9R0dHZ2otFoqKqqIlutoFPtxwcH7K7RBc29fFPczl9OTGVJ4iz+8X0V2yo03Hhcopvtx9FgquwLjMZEJomBewGuxpsOY0fXEJrDeFNvsvL+oWa2VWg4c04E/7poNvIxXCQNNd6chm4+L2jjy8J2eg2WUR8XH+TNn9ensCo12KNCszQpkD3VXaOKiydXLp70Fjtw4ABtbW0sXLjQeZvVamXbtm08++yzlJaWAvYVTFRUlPOYtra2YY1rR2LKi0t7ezt5eXmEhYWxYMGCYTcaj5a4DDzv//Y2kBnpx4K4AG54O5dLM5U8930JJ8+J5dLVM8d0TolEwq5GM/+pLODmE1LpM1q48e1cliUH86+L56EaJgYNYDRbeWlHLc9sqRr2mDWJajLUOo6bl0aPxJft5R0Ut/TR3G2gucfAUJEcqQQyo/yYFe3PrGg/jO21hIWFU62Tsa28k0P13c5ji1v6uOqNQ85/X7IklmtWJxE2oIresb8isxj4zdJoUtJn8uGhJq59M4cNmeE8dV4m+2q7+cP7RaxLD+H8BVFOQR3YJtlR0+GwRXFMcL+T6vkkv5wOs4L1aYHc9F4+VyyP5+6T09hS1sn17xRw6wnJzIiYnoVonkIQBI/UuQxlvOlIeS4sLKTXYGFfl4qKHgnnzY/iXxfOGjHJZKhxlrXpeH5bLT+UGeG7IgCSQ9VcvjSG2dF+hPvZQ7h+h0O4DnoMFgqaevm2uJ0b3i0EwFsu5b3fLiAxZPI9dAJVCqfbxXB4OizmSXE5/vjjyc/Pd7vtN7/5DRkZGdx2220kJycTGRnJpk2bmD9/PmD/DW/dupVHH3103M8nEY5R0NhhUDnS/eXl5dTV1ZGZmUlMTMyI59u6dSuzZ8/2aI0LQF5eHmq1mtTUVHIbunl1Vx1Pnj+Lf2+tRNvWTJvOwqzUOK5alTqm87X1Grn743wCrd08cMlaXtpRQ2uvkVtOSMV/hOrzzj4T2Y9vG3S7v7ecv587C+++Jn5sMvF+YQ+tes83OAv38+KyZXGcOiuSdw408K9tNUMe938rE7huTTIWg45Dhw7h7++PUqlEJpORkZEB2OPvX+a38OGhJpYlBXLe/Ci2lHfyaV4r582P4qTMMIoOXxEnJCSMOjaDwcDBymae29XCDF8znUZAruTGVbGo/QL4++Z65sT4cdnSWI+HTLZv3868efM8Fro4WgiCwObNm1mxYsWgyn1P0N1v5o29jeTUd3FSkjdpPga6urqQy+VuWWhDPXdHn4k39jbyyu56520L4vw5PrSPM7JnERgY6HwN3f0WGrsNSCUSEkNUI1bqC4LAzR8Ws6mkgz8cl8hvV8RP6jV+lNuCr5eM9RnD20nV1NSg0+kmVBcyEMdeV3l5OSkpKZM+31Acd9xxzJs3z1nn8uijj/LII4/w6quvkpaWxsMPP8yWLVumVyrySLg29Fq+fPhaDFeO5srFZrOh1Zv4x3cVPPurOewoqmd7QQ0zI31JSogas7C0dBv480eF/GlNHM3lXdzxSRHz4wK4/rjhbWBaug2seWLHoNtvXZ/KmvRQ7vu8hN/9L2fE5/XzljM72h+1UobZakNvsuLjJcfXS4ZKIUMuk2K22qjp1LO/tmvIc7T1Gvn7pgr+vqnCedu1q5NYkhjIC9uq2Vtjf9xLO2p5aYd98+/3y0K4euVcKsrL3Da+FTIpZ8yN4sSMYLaWa7jt4xKyovx4/OyZfJbfxjVv5bMu2sYy37Fd93h7e5OdlcTSmYn8b18jjRUdLIyQcceXNayPMnN+tDeHusxc87927j5lBnHBv7yMMsf77+kQXpfezKt7Gqho1/HrxTFcvzrBrXmdw3izvr6eoqIifHx87K0E/AJ5I7eL/+1vBiBYreCB09I5cWYY7X0mKtt1bD9UxD93NKExNGKxCkgk4K9SEBPghdUGNRo9BrMNqURCXJA3yaFqFsUHOFcpEomEJ87N5MvCNm77uISZkb6sSJn4xWdTl4Hj0kNGPMaTYTG9Xo8gCD/phcuf//xn+vv7ue6665xFlN9+++2ExjDlVi6OzodRUVFkZGSM+YPavXs3SUlJY+7VMlaKi4uxCQL/yjNzzeokLNpm7vqmjnUZEejw4s6T08f0g23qMnD7x4U8dMZMjIZ+bn7nILefuZDlyUN/2SvbdVzw0l76jEcEc2lSEI+clcnTP1TySW7LkI9LDlUT6uuFWinDMSq1UoaPlxy1UuZM+2zpMdDWa0IuleCtkKJWyFApZXgrZAiCQFFNCzapnEA/H0J9vWjuNrC5rGPY17d2Rig3rEniya8L2FHX73ZfeoiSv6wMInvBbOdtDlcFBzurtGzc08Bps8JZmx7C45/n0KKHWzfMHHdIq6Grn4e/rmRlShAlLb3IBDNnp8ipaOrk7TIrqxNUnD47gpCQkEm3kN22bRvz58+f8isXq9XK1q1bWbVqlUfqwYwWG2/ua+THmi6uyo5jcULgqI8xm818erCW+75rAsBPIXDtfDXLU8KoNyjZ26CnskNPQrCa9HAfOuvKWLMoi9So4BH3H81WGw1dBqo79Hxe0MbC+AAuXhTt9rn+UNrBH94v4pOrF5EcOrEQ2Z2flnDrCSkEqod//8rLywFIS0ub0HO40traSlpamrNh2HTjmInLwMnFarVSWlpKU1PTuBp6Odi7dy8xMTGjhs/GS1lZGW/lakiNiyRd1s7zB3pJjY2g2yTwt7OyxpTJ1aDt545Pinj4zEw6+kz8Y1MZJwVruOSskwYda7LY+M3rB91WEL9fm8yZc6O48D/7aO8zDXrMKfHQaVFiQ8qKjBhkUgl7a7TsrdFitAwdIlPKpQR4y9GZrOhNw6/4YgK9mRHhi6+XHKVcSqfORL/JisFsI6ehe8jHXLwwihVpYVz/dt6g+zb9IZv4YLXb5++YBMxWG+8etG8CnxRrIy5YzceVVoJ9lFy7KmHYeoihsNoEXtpZR522n+zkID7ObeXm45OI9pHwr61V1HToODPWiJ9q7JlPQzFdxMVisbBt2zZWr149qQJJmyDwZWEbH+W0cP6CKE6aGTaqOHfqTNz+SQl7qrsAuPeUNI5PD+H74la2lrXRpTMSrzIzJ1RCZkyQs6h2z549LFmyZFwTqyAIvLm/iYP13dy9Ic1NCN7c18gj31aS85dVwyaijMQN7xTwzAVZI77ekpISFAqFR8JYVVVVLFy4EKPROCWcCsbLlBAXnU5HTk4OUqmUuXPnTkilDxw4QFhYGPHxk4urDuSDHQV8XdLJRclWCvrU9MgDKW/T8dIl81GOIQupXqPnzk+LeeSsTPbVaPm+pJ17NqRwYM8OTjzxRLfMsn01Wi559YDz30mhal64aC4bntk96LwrU4Lo7ekGJESHBdGn07O99kj6cXZyMCtSgokNUh2usvcmSK0Y01W60Wzly52H6DAraTAo+Kqwle7+I1k6CcEqUsJ8MJhtSCQQ5C3lm+IOzEPo2PMXzeXNneXsqHNPjX77qkVkRtizbgaOqUtv5qFPDmGwSbnjtFlUtOvZuKeeq7LjyB5mpTccOQ3dPLOlhkuXxPJJXivLkwI5f0EUB+q7eX5rLdcuCyNIYs9E0+l0zi6DYy0enC7iYjab2b59O2vWrJnwRLW3pouXd9ezIjmICxdGj/j9t9oEPs1r5Z4v7FmG82P9ufG4RPIaezlQ142vl4xVqcGsTAkmSK1wM97UarVou3owWAUCQsLw8Q9GrvLBZIPEYPWoFiwARc29/OP7Kn6/Nom5MfbsUkEQmPPwdv56Wjpnzx1/hOP6dwp47lezRjymsLAQHx8fEhMTx33+geTn53PyySfT1dU1bTISXTnmey6Ohl5xcXGkp6dPOEf8aOy5tHQb+N+hDi5PNqAKT6WgqZfYILhuTdKYhKVOo+euT4t5+MxM/re3AYCnLpiD1WIPB7rm8d/8fj6f5x+pvt14+QKe31rlJixqpYzjM8Lo0/fjZ9GiQUlRu4nc9g6i/eT8br4flx4/z9n7xGSx0dxtoKGrn6LiHhq0Buq1/RjMVpwxMwEkEvtKRimTopRLCfVV4mWwkR6h4PJ5M7j/dHsWnFZvorS1j09zW/jgUJNzXFlBAisTfTFLvDBZBfbWaJ33XfdWLgDnZvgwPz2euz6119pc+PJ+++u8dI6z2t9BoFrBlfP8aDVIeeTbSjIifHj87Jm8vLueLwrbuXldkpt32UjMiw3gyfOyeOSbCtIjfOgxWPjLp6XctSGVx8+ZyX1flLNuRghnL011thzu7OyksbERQRDG5L81HX74k9lzqWzX8dy2WmICvXnsrIwR2x70GS3c+lExOyrt34H7TklDKZfyVWE7Xxe1sz4jlMuWxjjDXIIgUNOp51B9Dwfqu+noMyGXeiGVhNKn7SSwox+JtRqZYMFP5UW7SYHeJmN2bACrUkOYE+M/ZIpzZpQf/zw/iz99WMy/L5rtfO0L4vzZUakZt7iYrbYxpVJ7ugvldLXbh2MoLlarlfz8fNra2ibV0MvBwIZhk8VkMnH3e3s5O8FCSFAA/znYwyVL4/iqsJWlSaNfPTvaGz92dhbPbLHbuZw9L9oxWMD+RdSbrMx/aLPzcWfPi+LEzHCueO2g2/n+b2UCZa19hMiMfF3VhdkmYX6ciqcvmMHK1BDam+pp13RR0NTDDyXtNPcYKWjqoWuI2pWx0wOfNRIXpCIzyo/UMB+yov258+R0Hjwjg+0Hi/i6oIUv6qUUanWAjpOzIjh1VgRavRmt3kRxSx8AH5To+KCkmHPmRbE4MYi/fGxPMb3iDXvo7MvrFrvVD0gkEuL85Tx9XjpbyzX8+eMSrlkVj0oh4/ZPSjhtVgSnzw4f02Tp7y3n4TNm8EleK5tKOjhtVjh/eK+QW05I4anzMnlxRx33fl7G7SeluLUcdjgGOPy3VCqVW+bTdApVTERc2nuNvLC9DqPFys3HJxMTOHzhXVWHngtfOUi/2caMcB9euWQO2ys1fFPczvqMMB4/OwMfLzkWm0BpSx8HG7rJaehBZ7SSGKJiflwAfzgu0ZnO7gjjrVo1H4VCQX9/v3NV09Gpob6vl89+7OCpHglnzIngvEWDIxY+XnJSw9QUNfeSGWVfWZ6/IIq/fFI6nrcOgJYeI1EBo2fZebKI0lGdP105pisXiUTCihUrJtXQy4EnVy5dXV1s2n0IqyBj9dw0ntpSywWLk3lrXwMPnJE56uOrOnTc/3kJj58zi68KW0kKUR8RFo44CpS09HL+y0fqRTb/cSVXvXGQj3KanbddsDCGWo0erc7E3upOtlrgnDnh3HlqFr7ecrR6E5uK2/jiUAvba3SMVkg5Eeq1/dRr+/nG5ba54XKyguCK9fN5JCaEnn4zm8vsFfl6kxW1UsbihEAC1UqUNiNba3QAfJjTzIc5zaxND2VZYgCPfFsJwCnP7yPcV8ln1y62JyO4OGcflx7CooQAnvi+GqVcwj/OyeT9Q8384f0i/nJiClEBo39/JBIJZ82NZH5cAA99Xc4ZcyJ4cUcdy5MCuWZVPHtqurjx3ULu3JBKUogaiUSCv78//v7+Tv+tgRb2gYGB9guEw5PAVF7BjEdc9CYrG/fUU9Tcx7WrEsiKHj7kd6CumyvesK9OL1wYzZLEAD7Pb+PTvFbOXxDFH9cmYRXgx2otXxa1o9GZmBnpy8K4AM6eG4lKIaOmU09+Uy9vHWjCarOH1EwWCw0NUrb3V+GlkLEiOZiliVFOB2GH8WZHZycvHaqiuraO07NCncLv2Ds7Z669hYNDXFZNMFusoctA9Bi+Z57MFnNs5E/l79VIHLM9F7CvDjz19KWlpVitVjIzR5/8h8O1j/yXbQFcvS6D8oZWvshtZMPiGWj6TFy5YuS6C53RwrVv5fKPc2dR0a7jo5wmHj178CbgA298y38r7CKjUkh5/YqFnP/SEb+fxBA14X5exAWp+K64jW6DhePilfz13IWEB6jZXaXhjR/ryWnoRqMbfnVyUmY462eGE+prbwQWqFYQoFKgUrj3nLDZBHqN9ir9Lr2Z3NJKuowC9QYvPssbOjPNQXSANxuyIlg/M4z5cQE0dBl4aXsN7xxoBCA73gez2YzU24cfq7Vujz1/fiRxQSqe+KHa5bYofpViDy+kprqnee+q0vLyrjquWZVAhJ8XD31TwTnzIjlp5thXviaLjUc3VRKgkqNWyKjo0HPXhlT0Jiv3f1nOabPCOTlreINCRy8Oh9BIpVK3eo7g4GCPt36YLP39/ezZs4e1a9cOe4zFJvBRTgvfFLdz6ZIYVqcGDzuxfV/SwU0f2Fef166KRyKRcKCum9WpwZw5JwJ/bznFLX18VtBGZbuOZUlBnJJl/4zym3rJb+qlst2+D5ccqmZWtB+JwSqnc4TVYubQwQOsWpGN3mxjW4WGH6u7CFTLWZceyurUYGdo2mQ2c//nJUSrbCwKMrjtnQUFBXHH1w08cV6msyZm9kPbyLtj1bgm7ce/q+T0WRFkRI4cptq3bx+JiYmTjsQAvPnmm7zxxhvs2DG4FGE68LMRl4qKCvR6/aD+BGPFYrFQUFCAVqslOiWT53a38vQFs7n05R+5MMnCe/Uq/jMGS5b7Py/hpKxwYgK8ueezEp6/aO6givsPDzU5w0IpYT5cvyaJP71f4Lz/9DmRhPooaezq59vidhaGCdy4Kp5lc9LJbejhmc2V7KjUDPn8v12RwOLEIBbEBQxblGm1CXT0GdGbrKgUMrwUUvt/5UcEp7i4GIlE4ix87DdZ2VZQzea8ar5rlNFrGjoLLSvaj/Pmx3DG3EjkUgmf5DZzz2clAKxICUatlKE3Wdk5YPx3bUhlf103Xxe1O2/763HBnL1i8AZqn9HCE99XI5dJuGFNIq/urkerN/Pn9Snjyij7OLeFzWWdnDU3kv/ubeDODWnEB6v45+ZqbALctC5p1Dj71q1bmT9/Plar1WlP09fX57RECQkJ8air8ERx9HM57rjjBt0nCALbKzS8vrfR2b5gqNctCALvHWzmga/ttU6XL42lrdcIEjh3XiRLEgJp6jbyRUEb++q6mBnhy8lZ4fQYzHxb3EFjl4GoAC9mR9udIJJD1W7PY7EJ6IwWpBIJcsE8pBi29xrZVNLB7uou/n7OTKe1j00QeOCrck6YEcqiWB+n8aZGo2Fbk41wfx82zIogODiYZU8d4PvfL3XuTY6G1SZw7dv5/Pui2aMK0p49e0hLS3M6GEyGl156iW+++YZvvvlm9IOnID8bcamurqarq8tpWzAeenp6yMnJQaVSMXfuXB7/vprTZ0eiN1v5obCRhpZ2Lj9+3qh7LTsrO9lc2sEfj0/h+rfzeOjMmcQEum8CuwrLknh/ZsUG8coue9Ghn7ecpYlBzIr256kf7OGiuxfBhuXz6LR68/QPlXxf0s5ALl8Wx2mp3vRrWli6dClgnwiqO/XsrtJQ06nnQG0XJa19WG1je7/VCglZYV6cNDeetHAfJD3N9Ha0MHfuXMLCwrDZBA41dPNxTjPvHl6hDOSixbFctDgWpb6dvVXt/GOfnu5+C1lRfgSoFHjJJWwucw/jPf+rWVz3zhGh9VHK+OEPy4YUjV1VWv6zq44b1iRitQn8e0cdf1yXRFbU2DO3ilv6ePy7Sq5YGstbB5o4f34U62aE8lWh3cvqr6elD+oz4srWrVtZuHCh28arIzHA8eeotHak2B6Lxlw6nY79+/ezZs0at9sLm3v51/ZaZkb6csWyuCHfZ/t7W8sL2+sA+G12HGVtOlLC1Fy6OAYfLzlfFLSxuayTUF8FGzLDkUrgu5IO6rsMLIoP4MSZYcQHeVOr6edQQw+H6u0rbte5WiqR4Oslw2wV6NYbsem7OWlROnNj/EkNcw8P7arS8v6hZh49K8N5wdfYZeClnXXcd2q68zhBEPj0UD3anj7mBZrQarv4/S4pT5wQxOyEsDGtMvdUa8lv6uX/xlDhv3PnTrKyspyuApPhqaee4tChQ3z44YeTPtex4JjvuXhKXCay5yIIgrPfuKMZT6fORGOXgTmxAdz4di6nzQykpK5tVGHpNVj49/YaXrhoLvd8Vsx1a5IGCUtuQ7dTWJZG2IsXHcKyKCEQmVRCTKA3T/1QyZwwGTfOUxKXlsXj2xr5OLfZ7Vxecil3nzKD0+dE4q2Q0dzcTEmLlR9K2/ngYBPfuYhQUqiaRfGBnDs/msRQNfHBarzlUoTD74FNAEGwX/31GS3UafrZX1pLbouBv31TjsVFkNLLKrlkiZHj0sOcfV3uPy2DnIZuNu6u45uiNuexb+1r4K19DcyNUnFCnJQfb1vDwfpurnszl8LmXlYkB5GdHIRNEJw1ENe9U0Ckvxdnp3nzwoFudCYrSx/fyVPnZnL8gDaz2clBzInx46GvK0gJtfd9efibisMT5disXmZG+vLkuZnc+0UZx6WFsKtaS3FLH9euTiA5VM0tHxZx6wkpI4ZDBl7Nenl5uSUG9PX10dnZSWtrq7Mxl0NoAgMDj3pjLhhsWtnaY+SZrTUoZVLuOTltkC8c2L8P//i+itd/tF88XLMynrymXpRyKQ+fMQO9ycob+xopa9Vx6qxwfr04mi3lGjbuqWdhfAAXLIxGb7JyqL6bpzdXozdZiQ7wxsdLRnSAvX7KaLG5/QWq5CxNDCTBV8KO/TmoVQo+yGlGozNzzylp+B42OM1ODsJksXHnZ6U8ckaG87fT1G1we60SiQTkSmIiw5iXEYZWZ4RdPxIX5E1dXR1FRUX4+vq6GW8O3DP5oqCNa1aNbkMEns0W86Sv2LHgmKciewq5XD4ucbFYLBQVFdHR0cGCBQucy9iNu+v4zfJ4ylr7CFIreedQG2cmji6Aj31bzu/XJvP6nnoWxAWyJNG9v3tLt4ELDu+p/GZ5PCU1DWyt7AJgZUow/WYbFqvAa3vquTAVzp8fRrd3JNe8UzTIPv+Vy+aTnRx8uKGXwHclbTy1qZLyDgOQy/y4AJ69cA4rU0JGNMEcjoxIP5IU3WxI6KWnx0pAQACJaTM51GjvhGkPc9lDXRcuiuHc+dHMiw3gn7+ag9UmsLmsnVs/KHQWZ+Y295PbDN817eOPx6ey57bVbC3r4Oo37RvBp84KZ2liIA3afhq7jbT0GHnhgJGr5vuxrw3yGnud8f19f17h1gfE18ueCfb+oRbu+6KMe05J44fSTm56v4j7TkkbU8pygErBE+dm8q/ttVhtAiE+Sm75sJj7T03nH+dkcvfnZZycFcYpI+zDDIerq3BiYqJbYkB5eTkGg4GAgACn2Pj6+h6VDVzHhGswW3ntxwYKmnq58bgk0sMHZyMJgsA/vq/mtR/t6fO/WxFPbmMPvl5ynjw3k/J2HQ9/Yw+NHT8jFKVMyid5rSyMD+C8+ZG09hj5uridJ76vwtdLjkJmv5DqN1vp1JkI9vEh2EeBwWyj32QlUK0gPdyHCD8vOnQmdld18UKdBr0Ozgu3cNv6FHIaerjp/SJuPzHF2RDuuPQQilv6OFDX7WyvkBCspk5rICH4yIWdwWwjWG3/HnTq7RmlGen2CnqTyeTMQisuLna2dnB25PRSodGbR8yUc8WT2WLTXVyOaVjMbDaPuZf8aLS0tNit2LOzRz22r6+PnJwcFAoFc+fOdWardenN/PnDAl68ZD5/+biQCD9vlBIradZa1q9fP+z5tpZ1sLtKw9KkIH4o7eCvp2e4u7X2m1n8t60AXJkdj8li47+H617mxwUQE+jNvpou2nqN/HGOwClLMviu3sbfvil3e557T83gosUxSCQSrDaBrwtbnXs161IDmO2r57enrxqyBqfPYKFOqz+cImxGqzPZN+/77ckA/t4KAlRy/LzlBKgUtNbXIDdoWZSZQkpKyqAJr7nbwI6KTl7cUUOdxm73ctWKBC5bGkfk4aya/MYe7v2smMLmXrfHLk4I5E8npJIZoeKz/Fbu+sxeaHf8jBB6DRb21rpX/r948Wx+9+YRN9dnL8hiTdrgmHZpax+Pf1fFNavi8fOS89imSv60LnnEbKeBbCnr5J2DTfxqQTT/3dfIHSelEh+s4unN1QhD7MNs3bqVRYsWTThlVK/XO8NnWq0WmUx2VBIDuru7ee2HPPL0AVy0KJp16SFD9u14ZmsNL+20G0hevjSWktY+TpwZymmzItha3sknea2khfuQGqZmZ6UWJPaMLAH4pqidWk0/NkFAJpXgJZeikEkxmO2ODg1dhiEdJhz4ecmYFxtAuJ+SX80OoLmmgipZHE3dRv5yUgrd/Rbu+qyUP65LcloC5Tf2sLVCww1rEgHYXNZJS4+RixYdyc587ccGMiN9WZwQyGf5rdzxaSn5d64e9PyO1g6Oz6Orq4ucTgmC0odfLYwmODh4RNNPhzlodna2RzJgf//73xMaGsrjjz8+6XMdC46puFgsFo+lD7e3t1NSUsKqVatGPK6pqYnCwkLi4we3IH52cxVz4wJID/fh/i9K6TNaePa8DHbt2M5JJ5005BVld7+Z37+TxxPnzeZP7+cPqtw3mK3MfdBexxIT6M0586KddvnZCX6kRwfx5t56QODBZXKWLZjDY1ua+Dz/SIZWdIA3r/9mIXFBKixWG5/lt3D7R/Yr+T+sS+aq7AT6erooLCxk9Wr7j6ajz8j+2i7213ZR06nHx0tGcqgPQWoFQWrl4f8qnPYYPf0Wug1muvVmymrqaWjT0G31wurtj0wqITXMh8woPzKj/EkIdu9E2Ge08FVBKw99VUq/2UZMoDd/PX0m2cnBSKUSDpVU889tdexqdM9qOy4tmBvWJJIYoubv31Xx9oEmUsPsFdgWo4H9TUfszW8/MYV3DjRR3WkXspRQNe//38JBG896k5WHvqkgIUjFBQuiuO/LMtakhnD2vLEXzZW36Xjk2wp+mx3H6z82csmSGFamBPNFQRubStp54LQZ+HnbF/1btmxh8eLFHqlHcDV67OzsdEsMcO2VMl5KWvp48rtywqV93HXBiiH727yxt4HHNtm/l+fPj6JO28+ZcyKc1jm7q7UsTwpCIrHvd8yL9Sc1zIeD9d0UNfehN1vxkknpMZjxOpxebO8xNH4yI33xV0K4rJ+7z1/Gjkotn+S18tAZM9Dqzbyyq577T7Pvq1hsAn94r9BZOV/Y1MvWik6uW53oPN+/d9SSnRTE7Bh/bvu4mJYeI69dNm/UcdhsNv7wbh5XzfXBouump6fHabwZFBQ0qNbJ0/5tv/3tb8nMzOTee++d9LmOBb+YsJjVaqWkpISWFvum9MAWxH0GC4fqu7j+uCQe31RBQrCK6ABvvBT2t2i4Xhh/+6aMPx6fylv7G/hNdsKgVYOrncuDZ8zkN6/b61rWxsmxySR8W9iK1Sbw8skBRCSl84ePy9x6p/zlpDQuWxaPVCohv7GHyzYeQG+ycmV2AtetSXJOcjqJhG6jjee3VnGgtoswPy8Wxgdy8ZJYYgNV1Gv7qe7QUdmuo7Cpk+5+85Eq/cPYrDZ6e3sIVAokhAaRpLCxYl4K0QHedOhMFDX38MaeOqo79aSG+XDCzHAWxAXg6yXn/IUxnL8whsp2HS9ur3H2e7l1fSrr4uRcO0/F4xcv46GvyviywO5EsKVcw5ZyDb9ZFssf1yVx4cIofr0xh4p2PcclqskKU1DYbhekvx2uh3n4jBnc8WkplR165j+ynU03LiHS/8hVolop48HT0vk4t5X7vizjvlPS+d++Rh74qpzb1qeMyVkhLdyHf5yTyV2flXLmnAi+KmyjQWvgwkXRxAZ588cPirjv1DRiAz27MS+VSp2TVkpKijNk09nZSUFBwaB2w6PZJHXqTDy3tRaz1cata2Npqy0fJCyOK3mA9Rmh9BktrEgO4qrIODbuaWBTSQcL4vxJDFFxsL6btekhrEoJZlNJB5/nt6JS2jfgazX9Qw1hEAnBKubG+tNvslLepqO110j/AN+gosOFt8kBEq57p4Cnz8sixEfBPzdXc9fJaWj0Zrr7zQSoFMilEpQyqbO2qr3PNMgeprvf4mxG92VhO/efOjZTyV6jFYVCybyZ9uPNZvOgWqeAgADn5+FY1YhFlHZ+NuIy0oa+Xq8nJycHiUTC8uXLh/xRvrmvgYuWxKIzWilr7cPXS87/rUxEJjvSQnngl+aH0naC1Urig1Xkbu3m+jVJbvdvLe8gv7EHgNevWMBlG+1V9/PjAmjT92Ghn6YeM29fEIcqOIqb3i+itLXP+fgvb1hOSpgPNpvAM5sreXZLNafNjuT2k9w3YPMau9m4o5bmdgs3nBzAtauTKG/T8U1RKw9/VYZSLiU+yO4HtjAhiPMXxhCkVqDVm7HYBORSCf26PgrzcwkICCAyMY3cigaqWrvYWtZBjcYeTosJ9GZpYhBXr06iu9/Md8Xt/Ht7DeG+StZnhrM6NYSUMB8ePSeLB86YyQeHmrjv8xIeBy6e6cVfFih48vzZ3HBcMle9fpDmHiMAr+5p4I29jTx1Xia7bsnmrf1N/O3bSkJVUo6fEUJXv4UDdXbBvePTUp44dyZ/+sBuI7P+mb3cd0oa584/0jlPIpFw9rxI0sN9uPnDIu7ckEadpp/fv1fIfaemE+k/egpqkFrBU+dl8rdvK4kPVqHRm3j020puOSGZB05L5+7Py7hu9dg2eSeKUqkkMjKSyMhIt8SAtrY2ysvL8fb2dnMMcCQGmK023tzfxO4qLdevTmB2jD9arZZ2l4ujreWdzoZax6UFY7DYOHNOBMmhal7eVc9XRe1kRPrQ0mOkXmtgQVwAgtDNy7vqMVpseMmltPaa3JI9Br5/6eE+dPSZqOw4smdYq+l3CtGypECuWZXAhswwWnuNvLijjg9y7Ct2mQSqugVOmx/Ev3bUcusJKby4sw7j4XF+lt/GJUvsJrXxwSoaugykh/vQ3mcizNf9863q0JMYonKO9YQR+rG48k1xOye61E8pFArCw8OdF6Z6vd4pNnV1dc7jWlpaPJIVON3tX342YTGdTsfOnTs58cQT3W5vbW0lPz+f6OhoMjIyhryq6DdZufatXF65dD6v7q4jQCVna1kHz1w4F5vNxrfffstxxx3nFkcVBIGr3jjE8xfN5cnvK1k/M5xFLrbjVptA5v3fA3Dp0jje+PFII6RlSUF0d3VRrBV497IMIsPCuOClvbQcnmwBdt66ilBfLzQ6E5dvPEBZm443r1rk5sO1ubSd/+5tIC3MhzMyA9l3KA+NbyL5jT2khvlwUlYEc2L8KWzqZUdlJ2/sqXfusYyVGRG+XL48nsxIP3y9ZOyv62JvtZa2PhMpoWrOmBtFsFrJ14WtbC3vYEVKCOctiHZupJutNjZuKebv2+zZbvecOoNfLbQ7N++p7HBWdzs4fkYIt5+YSlNDPX/+toVWnY2TZoah0ZvY57IXc8KMUGICvZ2bzlH+Xnx1/ZJBbrftvUbu/ryMixfHEB/kzQNflXPT2iRmx7i3yh4OQRB4a38Thc29LEoIZHuFhgcOh2Tu/ryMSGsbN5w2PudeT2CxWOjq6nLW1jgSA6r6VXxR2c+582M4ddYRexzH1bY8OoPfHLbcyU4OwmoTOH9BFGlhPryyux6T1UZ8kIr8pl5mRfkR4afk25IOCpt7sdqEQasMT7E6NZgnz81Eqzfzpw+LyGs8sk+3Nj2Em9Ymsb+2iwC1glUpwdzzeRl/P8fueXf34X2YYB8lL2yrZVVqMLMO77O19Bh5dmsND54+g11VWq5+K3/I/ZahuO7tAp44d6ZbAslw2Gw22traKC4uxt/fn56enmHFf6yccMIJ3HjjjVxyySXjetxU4ZinInsKR1MvR/jKZrNRVlZGQ0PDqBb+W8s7ODkrHItNYFt5BydmhnPyLHvPaKlU6jyfKwfru8mK8kejM9PcbXATFoDTnhvsZAywPCmQvt4eirUCj50YQWpsJBe/sn9IYfmxWsNlGw8S5qdk282riDh8xa3RmXjk6zLC/bx45ldzqO7Q8fT35Qg6getPC+OypfH8UNrOxYfNISdDaWsfdxxOn3bwfysTuO64ZHRGC5/ktlDS0svSpCAeOjOTynYd93xWjL+3gl8viSUr2p/Ts0KY6d1Ns3cCd31azF+/KOX5C+ewKiWQQ7ev4J2DLc6w1/elnXxf2smNS4N5en0Q+f1BPPRNBTMjfFmSEIBVsFuOfFdq7y3z3AVZXP9uIc09RuY9sp0tNy0jxCVDLMzPi3+en8VDX1cQH6ziyfOyuPPTUs6YEz5iR0EHEomEixfHsL1Cw9sHmrhgQRQ3fVDEA6el8/jZM7n5tXae39HAn9anebzL5UjI5XJCQ0MJDbWnZxc1aHh6cxURXj1cFGtA1VVGUVGHs5CzqrOf//veBOSxIM5u9njarHDSw314dU8D35d2EOHnRXFLH1H+3qSH+/BJXgudOvOwq5PhiPT34uTMMNLCffD3luPrZU8U8fOS0We0UtGuo7xNR1mbDrnMnpyypVzDwkd3sPkPy3j6vCzOf2k/HYczuyradfxnVx23rU/hga8qWJUSjOs1Yle/2bl3ODAstr1Cw6pUexnBPZ+Xcr7LCnck9td1kRKmHpOwgH2eUKvVyOVyFi5c6BR/jUZDZWUl/f39bvtnYyms1el0YlhsKuDYWLNarVgsFnJycrBarSxfvnzUD2hXlYarVyXyZUELJ2dF8ENpO//81ZFK/6FCbm/ta+BPx6fy/NYqrhsQDmvrNVJ1OBTwxfXLOPW5PQDMivLB29TF7g74/SI/MiPU3Px+ASWHY8wKmYStf1pFiK+SrwpbuendfM6aG8UDZ8xEKZciCAJfFrTy3sEmbj4hFT9vOfd8VoxaIeO29Uls2dXpTHceDqkEslNCmBPlC31tqCQWFs2eidzLi16DhbZeI6UtfRyq6SCnWT/kOVy7Ta5MDeGeU2fQ3G3guS1VdBssXLQ4lthAb/63t4Hnt1bzq9kByCVw/sIYzpgTyQvbarju7TxSw9Q8e34mv14cw7r0EC589ZDTyuaZHzXsjVbyjwvTWZIYyJn/tgvlKVlhLEsKdNbFXP9uIf88P4vfv3c4xPPUHv53xTzmuKxMlHIp952axn/3NfLotxX87cwZ/OP7auq1Bn6zLHZMFzmrUoMJ8VHwxA/V/N+KOO76rIw/rk3irCSBZpUXt31cwv2npo/LIcATdPeb+deOOjQ6E/ecPouYQG+3xID8inpueaUMAQkxPhAe6MOpWeHMjPTl9b2NbK/U4O8tp6azn9gAb6L8vXhrfyNGi42xasqqlGAWxgegVsqwCQLVHfamX9Wdg78/s6L9WJ4UxPqZYcilEnIbe3huaw3/lx3HS7vqWfv0HnLvWMVNK8K4a5N9tVuvNZAcoiZApcBosWK1CchcPjNBwCnsbb1GQnyObKbvrtZy/6npWGwCrb0mblgzeihTEARe2dXAQ2fMGNsbcBhXX7GB4m8wGJxZaI2NjYP2z1Qq9yQZQRDQ6XRTvpXDSPzsxKW9vZ2ioiIiIiKYOXPmmAqamroMxASquDe/hNtPSiOvscftikUqlbqJS2uPAZtNoN9sxWwVyIh0/wKs+vt2AO47LcMpLAABQh+bGyX8ekksq+PNvLSvg81lR5b/DmHZWtbBTe/mc99pGVy0OBaAzj4TD3xZSlq4D09fMJunvq+kx2DhhuOS0OjNnPzCfmDwlVB2cjD/tzKBeXGBKGQSytv62F/ZRmFlHYLMC2//MEoPttFvtuLnJSdQrSBQpWBtqj/HRQucuXoh4X5KKjv0fJ7Xwos7atzOv6Oi09kW4KZ1KZw1L4oPDzXx6q5azlsQzbzYBJ76tohWjZGodB1JoT7cdHwKZ2SFcO2bh9jw/H4uXxjGDetS2fKHZXzqkpr8Y5OJlU/s5uVfz+HAbSu567NSvixs56w5ESyMD3Duw/z+vUKuWRnPzip7JfWvN+Zw2/oUZ0we7CuQS5fEsrNSwy0fFfPIGRl8nNfC/V+Wc+eG1FFtfcBu4/7X09K55/MyrsqO41876kiRCvzulDBSIkzc9H4hD5w2w7nCPJpYbQIfHGrmu9IOfrcynkUu4VKpVIpS7cfv3yqnTmsgRK0kyldChq+JeD89n+0rZ5OXEj+VFz0WKTEB3vh5yXlpV/3wTziA9RmhRPjbw7ZfFrazfRg7ooG095nQGa08+UM1165KsLfJvnA293xeyo1rEnlmaw23f1zCjYt8kUnANeHM5ohKCAJDufL0GiwoZFLnZ2my2DBZbPh5y/nscDuLsdQ97azSkhXlO6Izw1CMVEDp7e1NdHQ00dHRzv0zjUZDe3s75eXlKJVKp9AEBgaiVCo9Wufywgsv8MILL1BTUwNAVlYW99xzDyeffDJgF7P777+fF1980dne+LnnniMrK2vCz/mzCYs5zlVQUEBmZuaYO1LWa/uJCfSmu9+Mv7ecb4raOGNArwdHyM3BW/sauXBxLM9tqeKm4907zm2vOGJn0ms40gJgZpCEgOAQaOnk7lNm8PdP9vFJyRFh2XXrakJ8leyv7eJ3/8vhwTNmcv5C+2twtEi+Y0M6XnIpv38nj2sPOwCc8NTOQa9pXmwAD545k6QQNTsqNfxQ2sGru+uQSSVEqQRUhg5WzYghPSkOf28Fvl5yvBVS+oxWuvrtVvlVjWbKNDb+vb2a5m4DUqmEtDBf/nXxXJYmBVPY1MODX5U6V10AT/1QyVM/VDI7xp8nz5vF5rIO/vJxIccl+bA4oI/ntlajVsi4fFEYdaX5PHJcAIWdVh7c0c5rB9r560ofFiWH8+Xv5nLha/n0GO3v+VX/y+PK5XE8dMYMTp0Vzg3vFpIR4cPihAC0ejMV7Xr+taOOhGAVt5yQzN+/q+LRTZVsKmln46Vz3b5nK1KCCfFRcvOHRdx/WjqlLTr+9EERD5+R4cy8G4noAG+eODeTOz4p4ey5kby3o53X9zVz9epkIvzTuOPTEv50fPK4LGjGy96aLl7aVcdJM8N44cLZbvtMFpvAH98vZEu5fbJfkhBAdnIwib5W3vixgT7vEMJDLWj7DHgJJjq0Rv5T2zOm512eFIivl5xNJR1sKhm+5fVIFDb3Udjcx90bUvkkv5W8ph6uWh7HLSekcNvHxSxOCOCronauX6AmPVhOcafF+bpMFhtKmRSD2eYUkE6d6UhaeHknx6UfcdLYX9fNwvgAwJ4IcudJqYyGIAi8/mMD/zhn/Aa4Yy2gdC2sTUhIwGq1OkNoNTU1PPDAA7S0tKDVaiksLGT+/Pkj1teMhdjYWP72t785jWBfe+01zjzzTA4dOkRWVhaPPfYYTzzxBBs3biQ9PZ0HH3yQ9evXU1paOuHV0zHd0LfZbJjNk+k3YsdoNJKbm4tGo2HevHnjapH87v5GAtRy5FIpLT0GNhW388ql893aF+/YsYMZM2YQFhaGyWLjmjdzuOn4FD461My9p2U4j7NYbWT99QcA/nHeLG4+XOC4IUlJQFAI7xxs5v3fLcHPW87ZL+xGb7a/9RsvX8Dy5GCKmns4+197+b+VCdyy3p7+6OgL89CZmZS09PLO/kYeOtOeifX0D1Vur+W4KBv/uHwNLb1mPsxppri5l1WpIazLCCMu0IuysjIaGxuJSJ6J1upFncbeOMxsFbDY7A4B3goZkQFeKCx6jNpWNqxeio+XHLPVRmW7jr01WnZVafCSS1mbHsqa9FBKW/v43X9zBrVUVimkfH79cr7KqeGLvCZuO30+xl4tT/5QxYkzw7nyuBlIsPdjv+/zUr4s7uSMVCXrwvqRy2VsapDySfWRcy5OCOCxs2aiN1k59YV9KGQSViQHI5Pa92ocvHDhLK59+4g/2cHbVw5amTR3G7j7c3toSwCe3lLNw6fPGNIGZSjMVhv3f1mOsreZqLh4Gnss3HnYWfmuz0o5Y07EmPZ0xkNDVz9Pb64hws+Lq1fGu4mhIAg8+UM1r+6xJzgsiPNncUIgK1OC+N++JnT6fkyGfrx8A4gPUrGzSuOsGRqJIJWctHCfQYWtk8GxIslODiI5RM3a9BCWJAby372N5DX28FVROx/8KpaX93fwZaW91ml1ajAPnT6Dx76rZHVqCP0mK2fPi+TdA00EqhWcODOMP31QxL2npDmbmd33RRlXLIsl3M+LpY/vJPeOVaPui20qaadOY+Cq7Lhxv67m5maam5tZsGDB+N8UF+rq6vjiiy+47bbbCAsLQ6fTsWbNGm644QZOOeWUSZ3bleDgYB5//HGuvPJKoqOjuemmm7jtttsA+5waERHBo48+ytVXXz2h8097cdFoNOTm5hIcHExnZyfz588nKCho9Ace5k/v5XPPqRn8a1s16RG+VHXonBO7g127dpGSkkJERAQf5zZjttg4WN/FDcclu/mHfZLbzJ8/tMf+z8oK5uNC+9Xj0sQgytv7SA/35bUrFnL1/3LYUma/8jtzbiSPnTOL6g4dG57ZzUmZ4Tx9gd19taSll0e+LuNvZ2fx5t4G+s1WrluTxPLHtgH2jo1dejPLkoL45wVZvPnFFg4YwokLUnP2/ChmR/sjCLC3qp23dpRQ32Oh0ySntc/EWD/1MF8l4X5eZET6MT8ugPlxASSH2js6binvYHOp3cPsVwtjyIj0469flPJVYavbOSJ8Fdw4S2B/l4q6jl5u3ZBBQaeNbWUd/GldIqnh9qX/jzVafvu/fAJVch5Z44/U2ENlt8BjB4+EJOVSCa9fNpfkUDWXvp5LeZuOc+dF0txjZFfVETv/Vy+d48yKAthzS7az1sFBd7+ZOz4t5VcLo4kL8ubBr8q555R0N+uQkRAEgVtf30pYRDQLE4P5JK+VR86cgZdcysPf2GulLl86tj2dkdCbrPxnZx01mn5uPC6RpBD3zLQPDjVz35d2N4fZ0X7MifFjfUYY7x9qps9oRSmXoO3Vo8ZEUZd0xCp5Bwn+Mmp7xp/JGaiSozdZkR+uPRkKb7mUmZG+HGro4fXL5vLqngb+eX4WB+u7eftAE18VtvPY+jB21ur4pMy+b7MyJYgrl8eR09BDY5eBq1fGExXgzY3vFvDY2TOx2gTu+qyUp86zh3Fae4w8uqmSJ87N5Nq382nrNfHB/y0ccexWm8DVb+Xzz/OzJrR31tjYSEdHB3Pnzh33YwfS09NDbGwsbW1ttLa2smnTJjIzMznppJMmfW6r1cp7773H5ZdfzqFDh/D29iYlJYWDBw+6Gf+eeeaZBAYG8tprr03oeaZtWEwQBKqrq6msrGTGjBnExcWxffv2cdnJ2GwCPQYLgWoFlR06TFabc4/DFceGviAIfJbXwtMXzOaborZBxpQOYbl0rj9v5NqF5bTZEfQaLGh0Zh47ZxZbyzqcwgLw19NnYrHaOPfFvcyO8ecf581CIrEXTD75fQVPnm/fX5kbF8C82ACnsIDdrubja5YSpFbw4FcVaNqlPHRROpFBvuQ1dHP/F6Xsreqk0u0KdfSJxZX2PhPtfSYKm3udrY1TwnxYlRrCyVkRPHX+bNr7TLx7oJEXd9Ry/IxQ7jstg//srHFu+rf2mblrD6yO0XHHmXN5aXczKWE+/OWkFJ76oZrkUDW/WxnP0sQgdt6czfXvFHDt1xpuXKjm/zYs5IQlPVz0egGdeisWm8DFG3O4YZE//zornv8c6OKtA81cuDAac4LNma78mzfy+PdFs7n6LbttzLK/7+KH3y91W5kEqBQ8eW4m93xRxvKkQB45M4M7Pi0ds7OyRCLh1HiBNl9vNpW0c9nSGP74QREPnz6De05O4+Xd9Tz0TQW3n5g6pha5A7EJgr3xVn4rVyyL5fdr3RNHHKm1AKlhamZF+XH67Ag+y2/l5V31eMmlWGw2Qry82FNlcIYZh0Mhkzir6kcTltmRapLDffGWy4gN8iZIrUAqkRDup8TXS05pax+H6nto7TVy0aIYZ8IFgMFio+RwPddlr+dy3vxIajX9RAd4ozj8PvUarZRpjlx4Rvh5sbNKy/qMUJ7ZUkNUgDedOhMqpQyVQsYXBW2sST1iCfTffY1ctjSWfrOVHZVaNt24ZLS3my8L21iXHjLhpAxPd6EE8PX1JSwsjFmzBreeGC/5+fksX74cg8GAr68vH330EZmZmezatQuAiIgIt+MjIiKora2d8PNNyw19k8lEfn4+fX19LFmyhIAAe1x1vM7IJa29zIz0o9dgwUsupbZTT1r44A00x4Z+bkMPMyJ8KWruHdT3vbpD5/z/Fu2R/2/rNbK3povfr00mSK3g1g+PhGseWRuIt0LGU99XojNa2XjZAhQyKRqdicc3lfPchXN5dVctqeE+zIsN4JRnj6Q3z4z05YOrl/LyzloO1nVx07pkanIbaOzq56FvKilq6aNB6x72UCtlLIgLIEClID3Cl+RQH3wOW5wbzFZ7G1qrDatNoLZVQ0lNM1afUNp6jeQ39WA4XONQ2W6v9N+4u44ZEb6sTgvh10viuHpVIt+XtHPz+/ksTQpm7+1rePzrEt7Lsa9ktjXa2PZyLq9cNp/ufgt//aqcP61NpFZr4MZ3C7nr5FRiA1W8cfk8Xt5cxFO7Oqg1l3H/qelsvimbJ36oZuPhsM+z+3sobunj9DgzQfN8eP5AE8elBrI4IcApMFe/lc8jZ87gzk9LsQmw7p8/8uH/LSTNxaxRKZfy0OkzeOSbCvqMVp44N5PbPy7h0qUxLE8a2wr4jFlhxAb78srueq5fncjtn5Rw18lp/DY7nq8K27j1w2IeOmPGuCat3MYeXthWy8qUYF64cJZbWK+iXcfZL9qdHyL97f1Rzp4byeayTl7eXY9SJkVAIEAlZ0+xlj7jyL8JPy8ZvUbriHYtUf5eRPgpEWwWZIIFk0lPTaOOKH8vMKvo8FYhVyjYWaWlS28m3E/JVdlx9nT5LTVcvCgao8XmLJLsN9ucn1VckIpOnYk5Mf5Uddi/s/5KCY29R8adGenLD2WdnD03ktgge73Z96UdHD8j1Pn/95xsjzh095up6tBz8/H+3P1ZKSqF1M3FYSjMVhsf57bwwoWzRzxuJDzdhVKhUEx6r8WVGTNmkJOTQ1dXFx988AGXX345W7dudd4/lNfcZBYA005curq6yMnJwd/fn+zsbDcPH5lMhsViGeHR7uyq1JCdEszBui7kUikLE4a+WnVs6L97qJHr1iTx2p46LljonjBw6uGJ/+QUFV9V2n8gs6L9iQ5QAV38dkUCr++po7vfPr4LZgeSFCCjTqPnhW3VvH7FAny95dhsAvd+VsxfTkrni/wWTFYbq1JDnBlZANesSuR3qxK5+f0CVqQE88LFc6np1PNqmZTCvXluk0R8oBdZMYGcmBmGt0LGtYediL8ocA9dDY/9uFNmRbAhK5yc+m721nRR0GTfBC5t7aO0tY+XdtRy2uwILlsWz38unc/3Je1c+98DJHv18cppIdy7pZP6w3v/V75+CF8vGe9etZCnN1eRGubDX05K5cGvKjhrbgQbMsPZkB5AqMzAXdtb2VvTxfu/XcDNxyeTFeXLrR/ZHZm/b7Bh8w7lxiX+hKg7eGBXF2kBkBWmoF0v0Kaz8JdPSrnlhGQ+ymmhskPPOS8dYOOlc50bvQAyqYQ7N6Ty1OYa3tzXyBPnzuSOT0sxWWxDGmQOhSNR4O/fV/Gndck8/E0F169O5OSscCL8vfjD+4U8dPqMURtUtfYY+efWGlSHbe1ds5s6+kysf+ZHLDYBlULKovhAzpkXyb7aLl77scHe7A0I8VHweUHboD2w4egdRnz8vGRE+HsR4qMkxEdBZpQfQSoFJqsNrd5Mj95Ad6+ePl0/8n4tEf4KTkgLJjw0Ap1EzT+31DAz0pc/r0/m3zvqSA5VO8UFcBqeqhUydEYrzd0GDBb7WOL8pW4rrXA/L4J9FOyq0rL8sOP49gotj56VQXmbzpnpCPD2gSYuPGz3/3FeK19dv3jU9+CjnBZOmxUxJnug4fCk3X5fX5/HW2crlUrnhv6iRYvYt28fTz/9tHOfpaWlhaioI3VAbW1tg1Yz42HahMUEQaC2tpby8nJSU1NJTEwc9PjxrlwO1ndz6dI4/rm5ikC1YlBKsQPHyqW9z0hMoDeV7Tqn7bcgCNTU1DhTJi9YkcFXlXZfregALz7ObeZvZ2fSbbDw3NYjrXyvWBiGtrOdyzceZGF8oLNfzMbddSxLCqaxq5/chm6uXp3ESf/c5Xzcg2fMZEVKCDe8ncd1a5JYnBjEx7nNvLyzlrJOKWAfSFqghAuXJeOr8uK2j4oG7YNcmR1PeoQvYb5eBKoVmA+vWByGY3VtGrblV/NdA5it9vqaL10E6Y/Hp2C22viioJXqwzU9n+e38nl+K9nJwZw7w5vLE3ppUcbwfG4vZyZJWb9yMWe+8CMAfUYrpzy/lxd+lUW3wcoj31Rw54ZUPsppYU91GZfOUpHgL2XHn5ZzwcsHWfnEbj78v4VsyAwnLlDFha/a3+PNFVq0BivPnD+HeZkGzv3PIeL8BcK8rKgkArV9Ev7+XRUXzAsj0t8eWrnijVyeuyCL1S7CIZFI+OO6JP6zq45nttbwt8MhMotVGNRHxhXXLcuMSF/uPSWN+74o44/r7BPqOfMiWZsewp0npfKXT0q47cTUIW3uHVb4+Y293HhcotP1F6DfbOXiVw9Rcbgt8NLEQM6YHUFZm463DzThJZcik0oI9VHySV4LE/SLdBLhpyQlzIf4IBVeciltfUa6+y18VdhGgMrunq2QSQlUyUmNCSVIrUAutRdyPrSjm7nBGhYFmbg4wY+vG018sF/gN8tiufadAn6bHcd/Dqc8O/Z++kwWjBYbFe1HzC7ru46ExJJD1Wj7zSxPCuLT/Faeu2AWVR16gtRy1EoZL++u5/rDVjz9Ziv767r53Yp4rn+nkNhA71E94AxmK98Ut/PviyfWxdaBJ8NiDnE5mgiCgNFoJCkpicjISDZt2uTcczGZTGzdupVHH310wuefFisXs9lMQUEBXV1dLFq0aNgN+/H0dDGa7XsoXgoZZW19xAWpSAsb+sOUyWR09JkI9VFS3NJLRqQfEonE2Rp51+Ec/5QwH6cx5YL4AOeezOmzI3n023LnBucf1iXjpZDxQ42Rpm4Db//WfmWV29BNflMPfzohlQe+KOHxc2ex5G9Hlq1/P3cWSaFq7vikiAdOzyDE14s7Pi5y7oUAxPjA+hQfzF6BPPB1pfP2369N5rj0UPrNVg7WdZPf2O0sclNIJQSoFE57D6PFitFkprtX4NRZUSSHqkk/PNl9lNPMN0VtPPn9kXPfc+oMdlVqnA3KdlVp2FUFa1ODuXVDAhtmGXnw44PU7qxl282r2Li7ztkk7dp3CpkZ6cvfzszgr1+Vc8XhDfC//lDB5Rky5qkUfHndEu7/soxzXjrAM+dncVx6CN/duJQTnrELVU5DDxe9eoj//HqO8/YQHwWZET6EBRjZ39jPuzntLAmXcHyiN9/XGLj+3UL+fs5MTprpntH12+x43j3QxKObKnnkzBnc/XkZZpuNDZlj6+USF6Ti0bNm8pdPS7h+dQLvHWqhvc/IBQuiefxs+4rosqUxZCfbLyYEQWBTSQfvHGjiokUx/G5FvPOiyWoT+PPHxXxbbN+jmx/rzylZ4bT0Gvkkr8UZZgtQyfmyoG1SoqJWypgd7YdaKUMQBNr7THzV3IuPUoZSJqVmGGPKFclBxAWpqNXomRHhy78vW8RXhW1saejmmhl+nKrQ8NCOWvz7agmSehHjfWSidxRpdvaZWZeu5vvSDqfv2JeVR55vw8wwvilq56y59lbKSrmU/+yq45qVCVS06/CSSYkLsp/3o5wWzp4bSb/ZxvZKDTv+tHzU1/7qngYuXBQ9oX0xV6xWq8fCWA7TSk+tXO644w5OPvlk4uLi6O3t5e2332bLli18/fXXSCQSbrrpJh5++GHS0tJIS0vj4YcfRq1Wc/HFF0/4OY+5uIzWjdLRglitVrNixYoR+1sMLHYciUMN3cyPC0RntKBSyJyFlEMhk8kobOpnflw4m4rbWT8zzNkTRqlU8nSeffl+9ykzuOI1uzllgErBjspO1qSFYBPg7f1HWgFftjSe1tYWXs7v55b1qUT4e2EwW/n7pgqevXAOd31SxB0nz3DbvL8yO4EF8QHc8XERz/xqDmarwNX/O8Temi4AIv0UJKmMHJceyiM7NIB93+f1KxYgYG+v/MyWKubFBrAgPpAz50ZS0a6jqctAd7+Z7n4L/WYr4X4yfLzkyAUzfa3drF8ej85kIae+m4P13dgEgVvXpzIzyo939jfyTVEbf/3C7qp78/FJ7CmuZ2eTPfS3uULL5md386v5EZwUB6lzE7jzkyJOnBnOd3/I5oSn7Suy4pY+zvz3fr64djGv7K4nws+L65eF8Y+tjYTG9zAnxp+/njaDGRG+3PheIXefnMoFC6LZeXM265/5Eb3JSkOXgQtfOcgrl8xl583ZnPDPPRxs6GVJYiAnzfTlm+J29rYJLIgUOC1JxufVVm75sJj6Za38akmCW5OuCxZG897BZh7dVMkDp6Vz35flmK0Cp88eOkQwcAII9VXyj3PsezeXLInmx5punt1aw/WrE3jqPHsCQUuPkcxIP57dWsO8WH+ev3C207FYEASe21bLv3fYzRBnRvhyUmYYepOVTSXtqJX2n623QsaOSu247VlciQ30JtxPibdCRnFLH3qT1S2c5gjjDsfOKi2gxd9bzvkLovjTB0Xcf2o6BouNXa1SLlg4h/U9tajDFMQb2mloG1xsWaOxG0vmNthDrdetSuD57Uc2khNCVBitNr4oaOPB09Op6tAjk0iID1Zx+yclzlWL0WLjh7JO/nXRbC5+9RDzY/2dacnDUd6mo7JdzzUrR29hPBo2m82jjcI8uXJpbW3l0ksvpbm5mYCAAObMmcPXX3/t7FP15z//mf7+fq677jpnEeW33347KYeAYy4uwyEIAg0NDZSUlJCcnExycvKoKj6esNjuSg0nzAznUH038+MC2FOtdattcUUqlVLcZuB3cwJ45OtWLsj0Yc+eAuLi4ohJSIYv7KuLHBerfJtNoLxNx8NnZbKtvAPT4R/sJUti8fWW81KRPW32iuX2L/W7Bxq5YGEMu6o0ZET6kVPf5ex3n/H/7L11eFTn1v7/Gc8kmbi7KyGQEIK7S6Gl1N1LqZ+eupe6UHdXrBQrtLh7PMTdPZPMTCajvz/2ZJJAoLTlfU/P9/fe19XrcEb2zsye/axnrXWv+/Zz5q7J4SxflcOKRQlYrHDP6hxOVHUC4OskYZa/kW+KxRy23byrbkmjrFXLh/sqSQ1x5e4pEZS2aNmW38zJ6k5cHGQkBagIclcS7iVIazjIJOgMZjS9JprbuzhQIcjcNHX3IhIJw5lpYe5oe01syhH6QS9fnIBSJuHe1bm8sVMo+905KYyKNh3b8gXL41WZTexwgJfCe/n46hF8fbiaN3eWsf+BcTzyS4FtgYL5Hx7ng8uH0aLp5cuMBm4druCLwzXMiBPMqq5OC8TPRcF9a09R26nn/qnh7LlvDEs+PUlNh57OHhOXfZ7BjzeOZNe9Y5j/wXEOlXcwKcqDi5J82JjbTEZjL4pwN24b68gnh+t5+0g7La1tTAyU2HW4PDw8WJriz+qMel7dXs6z82N4YWsJJrP1vH1hXBykvLkknsc3FTEzzps2rcGuBvDvGZFMfVtQbthxd/qgif6NOU08vkkI1qEeSmbFeyEWiThY3o6zQooVkIgho6brLwcVqVhEgs22ubZTT0bN+Q1RgiAfNNRpu/QmHlhXwJfXDuetXRW8tCiWe9ec4rLUAGJ8nWnQGPDz8bZlJnWD3qvuaGff0UyOVAobopHB/dI94yLc2VHYysXJfugMZlyVMl7+vYw7JoZS1qJFLhHZs5YvDtVwZWoA7VoDBY0aTjw84ZyfxWwRbJyfWxBzQTKEC9nQv9CKyJ9//vk5nxeJRDzzzDM888wzF+ycFybMXmCYTCZyc3MpKSkhJSVlSCfEofBngktFm44YHyeOV3YQ4+uMq/LscVYikVCjNiEWgbOol/y8PIYNG0ZsbCx7SvqH91buEkpFU2OF8hNAUoALP2c12F9z64QwrFYrHx1p4oYEqd2pb2dhC5OiPfnpeC2XpgTw8Pp+scgfb07jkV/yuW9aJG5KGct/yrYHlhAXMTcmSPim2Hb8Mf78dMso3t1dhq7XxIpF8XTrTTyzuZDKNh0Pzozio6tGcNO4ENyd5OTVd/PDsVre2FHKiq1FrNhaxL2rc3h6azl76q1UtusYFerGTeNCCfFQsre4la8PV6NyECwJzBYr3x4qZ0GIlWenCwvvh/sq2ZbfzAsXxdspvW16uO37LB79JZ9LRgZw07hQHlx3ilvGBbFySf809LJVeZxq1HBJohuf5fTyyKwo8us1fHaoGqvVyvRYL76/YQRfHq7l378UopCK2XD7KEYGCQuSyWJl6ecZVLX1sPWu0bg4SNlV1IrJYmVeolACO1zRSXaDjmU2X/QfSkVUSwKQy+VUVlZy4MABTp48SZp7L0EqMa/+XsqTc6PJb+hm9cn+EuQfwUEm4ZXF8Rwu70AqFpES7ErKywd48OdTfH/DCJ6cE8XbeyowmCwcr+okacU+Ht9UhKeTjKvTApiT4E12bRelLcKiazJbyazpYmdR218KLE4yEZFejvi6KMip7yanvpt23Z+bM7NYheHYR2ZFcuCBsYyLGFyifmJjES4OUmo69Milgq2yRCTQqqvae9iQcyaRZHJCEJkdMnpNwmd6ZkO/62hKkAoXBynbClq4Ji1QyFrEIkI9lHx2qIZbxgmbs+r2HoqbtUyL9WT6O0e5Ji1wSFO0gfjuWB2z473/kGRxvrjQbLH/ZtFK+AcEl9ODhkaj4ciRI/T09DBu3Di7t/354M/0XAwmCwqZhKImDVKxiCjvs+8STFYQY+H7XZnEOhsYM2aMXQXgzR2Cl/hN4/rTaqPZyrHKTu6aHE5nj5Gdtl5Eerg7fq4OHKkQduppPsJnX3WijqWpgby7u5zlUyJY8vEx+7G23DWGzw5UMjvBl6RAF/61Lo/jtsAS6QLXJjnz8nGhMfr4aDlag4l1GfU8vSCOVq2BF34tYuFwfz6+egRB7kre3FHKbd9n8dupZqRiETPjvblnWiRpoe4YzVbcHWVcOjKQa0cHMMLTiptSxof7Krj2y5PcvyaPj/dX2neuq47XsvZoBXGOWiYkhbOr2sjtE8P44EphiOyJjYLF8R3jgxCLhDdtyG7ksk+PYbFaefeyRNZnN1HV0cNvy/vnEFadbODVfU1cHS/n8Y2FLBnph8UCb+6qwGq1MjzQhV9uS2XbqRbuXp2PRCziq+uSmRTVL/1xxZeZlLRo2bIsDW+Vgt8LWrECi4YLpa2jlZ3kN3TbA8xLu2opNbiQnp7O2LFj8ff3R6PREGaqwaJu4NHVx7lphDOlLRq+Pz54530uSMUinpgbxTt7Knl8k9BvcZBJCHRzEHb1Pk6kvnKAm77LQSoWsXi4L5eM8KO4WUtpixYroDUIfbL9Ze1/KagEuCoIUEnRGq2Uteqo69T/8ZvOgR6jhZd/L2PKyiM8PDOSh2f2SyDVqXuJ8nakok2HWCRCLBJRpxaIMHWderr0g8tsaaGuLB0VzJF6Icg9PTeKOhuT38sBThRW4kc7XV3duEoMfHqwmlvHh5BX341CKibEQ4nVKmQgD0wPt8vSPDQz4pyfobq9hxPVahYn/3U21On4J5fF/hP4jweXgaivr+fw4cP4+PiQlpb2p32o/yxbDEAkgopWHVFDMHj6UNCoxU/eS6NOxEWTUwelq303aoJ/fyrfNwh28Qh/tuT279QemC7QAF/cWsTkSDekImG+ZFdRC6PD3AVFV2e5nUWTHOSCTCKmpFnDwuF+fHGoit22AUxfpZXr0vxYcVAoaWy+awy/VZkJdVOwYLgfT2wsYFSoO29emkROrZqbv82kvlPP/dMj+eyaESwZGUCX3sQlHx9j9juHeG17CWKRULcubOwmr15DjwmGB7rw3uXDyXhsCicfncJbS4chlYj45kgNG3Ia6TX0UmNx5+d8NdPjvEkNcePbozU8vzCeB2y6ax8drGVhiJUUG/23qr2Hyz49zrqsRp6bH41ELOKj/VWDmq+N3UYeO9DDCwtjeX1HOWmhrgS7OfDsryWYLFYivZ3YeMco9pW2s8wm9fLuZYmDAswN32RT3qpj4x2jcHeUsa+knR6jmSW20tbe0naqO3q41Sb18dD6QvYUt9lFBpOSkpg4cSJ3zUoi2E3BazvKSZfVkl1cxcqtOXR2dp7zt2W1WtlZ1MqdP+Vx39Rw7p0ahtFs5cHpEdzwTTZJK/bZS4kg+JbUq/VU2GY91DaTtCMVnX+pWe+rkuPtLKde3Ut99/lT9AGG+au4ZnQgT86N4uMrk3hmXjRpoa6DXmOyWLnx22wuSxksYy8SiWjXGjGYLMgkIirbdHg7y4eco/F3UVDWqrO7T/5wsj/Lv3ykD64e3pxsk7EkWsYv+7PpaG2mo7aUV38r5I6xwnm3F7YS7+eMt7OcB38u4OMrk84p82KxWnllexkPz/rjUvufwYXOXP6bjcLgHxJczGYz+fn5FBQUkJycTExMzF/aAfyV4ALCUNpQTLE++vPh0mbivBSY5M4EuDkNer4PG7KFm0ImEdn9JII9HO0MKoCkQBdqO4T0/cb0AGF2xtZrWZ9Zz6UpAcwdMM/y6TUjeWNHKf+aGU1xk4ZP91cC4CyDp+ZG8/ROYWZg291jWbG1mNlhMtp1RtZnNvDRVSMQAbf/kIWLUsbn145kcowXXx+p4eZvM3lvTznPbC7k3mkRZD8xlUMPTeLZBfE8PCuap+bH8dKiWGYEWhgW4EJho4ZHfznF/WtzqWjVcf/kYN6dIuf6YUqscieOVqnp1hvZmNPIZwcruSY9CIPZwrHKDr64TqA2bqgSk1GtHpThvbq9jEc2FHF5ij8z4rx5ZEMhu+8dw/CA/ibirPeO8cz8GD4/VEO4lyNjwt14fGMhJouVcE9HttyZxsHyDu78KQ+rFd5ZmsiYcDegf/Gr79Sz8Y5RAGTVdAlB1SZOujmvmV6zxR5w7l6Tz4nqTvv5+6yH756TTFpcGEeNQdw3NYz6zh7e/02QlykuLqahoQGDoV/9ILNGzbJVeZS16HhnaSJLU/y5ZVwIgW4OLPn0pJ195eUk55rRgYR5KNle2EpOXTetWgMnq9WcqFaft+z9QAS6OSAWQVO34bykXkAIJuMj3Jkc5cG8RG9SQlyQSUSUt+r48US9zY46mKxHJzJzADW7XWfkcEXHIJXislYt/q4KTBYrVqC8TUd5q45jVZ2DzikVi7h0pD+vbRc08pZNDKWkWUhbwlxEZNbrGB7kSlqEN+NTk9ivduOx+YnsrLEwytNMQfYJ9h48wpcHylgU68jln2cQ5e14RqnudKzNbGBchPsFt6m+kHMu/+2Zi9Vq/c839Ht6ejh58iQikYhx48b9LWvQ8w0uFosVkUho6IlFImo7es5givUFvLa2NlotTiz0knBCw6Cmf71ayFpUDlK7GvLwQFdKW7RMjRUm2w+XCw12N0cZErGI9Vn1yCQiEv2dOVptZm9JGx9emcxt32dxUXL/DnDJyABOVncS4eWEv6sD13xxHLWtpHBNejB3/SyU4zbcmc4LW4t5dE4Mb2w6SXKIiGcWxPHStmIUMjEfXTWCBrWeB9bmoXKQcnlqINePCWHSG4ItwNu7ys8QwOyHFDIE9tsVowJ5aEI0hdVNvLE5Cy0KlowO48HFfhyp7ODzg1XUdvSgcpDywd4KAl0duGtKBF8drubeKWFUVpSxoUrCF4eqeWlxAi9uK6Zbb2JbQSvNGgNvLkngwekRPPxLAa9eHM+bvxfye4mQlc189yg77k7nhW2lXJUWwLRYL57eXMRzC2IJ8VCy9a405r5/nAd/PsVbSxL46Iokbvg2m6zaLnqMFm79IZevr0vmt+WjmfDmYUpbtIR7OjIv0Ztf81v45mgd/5oewaQoD/aVtnPjtzlsuH0UEV6DNbyuSgvk++N1/Fig55UrRvPcr8Uca6nnkiAHamtrKSgooFvkxNYaMf7uTrywIAZPm+WuttfENV9n2WdVAKZEe7KnpI2fsxpJClAJWXRbD1m1599g74NYJBAAKtp6zrvsNTxQRZiHktFhbiQHuhDg6kCX3oRULELlIB2ktqzuMfLu3koq23W8cUk8w1/cb3/uVKMGiViExZaZ9BiFmakYXydy6roYHuDC9sLWM4Y608Pc6NAZKbBJwawb0JtM8BDh5alkb0kbH1yRxNdHalmc7ItI4UiVTsrbl6ZjMpl4aWsRi6PN/HqsiPI2C5/PUVFdXY2Hh8eQVN7GLj27i9t4//K/L6dyOi5k5qLT6ex2yv9t6Jvs/49nLqWlpbi7u5Oenv63PafPN7io9UZcHGR0602oHAQGzsCgodVqB/V9LCIJYixneEhsPyWwoe6YGGZ/TOUgJbNGzfxhfhQ09Evq3ztVKBG9t6eC+6ZFIpFIaO+x4OUk51B5O+MjPfjXun5pmGcWxPHNkRpunxjG94fLyLbZvqaHuXG8Wvj3V9en8PH+Sm4ZH8rajDqi3KRMi1Rxz+ocZif68OCMKN7ZVcaH+yp4ZHYMcxN9WfrpcXtgeX5hPGtuS2PFoniuGBVISogrsb7OpIa4MSveiyVhZj68Iol/z4rmSEUHM1YeZPnPpahR8urlqUjEIu74IZv8+i4+uDKZh2dHI5OIMZosNHb1smJrMROjPPFwklGiFvHldSMAePSXU9w8LpR4G2Mpo6aLW77PQSwS8fzCWJ7aXMRVI72YG9a/95nx7lGenBvFqpP1qBQSxka489yvJVisVoLclKy/LZWdRW2s+K0UiVjEF9cMJ8wmQNmiMXDPmnwMJgu77x1DRVsPar0JdY+JybYy2us7y1mY5GuXhln08Qlah9j1X50WiIuDlM8P1fD4nGhK1CJK9M6Exg1nny6A3U1yLotTMNW1lfyMo2Rk53LFp8cY8/ohSlt0pIW6cuWoAOQSEXtK2ojydkRnMHO0svO8VIpPhwgIdFVgsXJe74/zdeKmscG8szSRkUGubMxt5olNxSz86ASprxxg6ttHmPjWYUa8tJ+kFfv44nANVqsVV6WMx2dHcaJKTZvWyIzY/uxFLGJQyUuQC+pmUpQg5hnr6zRkwLx9Qgiv7xQ2Nssnh9LULXzf4yLcKeu0YrRYuS49iMYu4XjzE314bUc5D80QylkVHQZ0VilLJg1nZbaFNxZF4e/jRXt7OydOnODQoUMUFBTQ1NSE0WjEarXyyu/lPDQj8n/ENfRCD1H+t5bF+vQd/+OZS1JS0p8SmzwXzje4dOiMeDjJ6NIbsVoZxBRrbm4mJyeHoKAgYmIEiqJELKZVZ8DfdXAP6Ltjgs5V7BCT/Qn+Kn63BR+AsRHumMzC55wa641EIiG3HaamebEuo44n5sXx+nYhGwn3ciS7Vs2IIFeaG+v5/kglIEIELJsSwfVfZTA1xou8+i7GhnuQXavGz8WBcBc5z+6o48mFw/B0knPXj9lcNzZEkDV/6wAA148JZk1GPY5yCU9uKrD/ffF+zsT4OuOskKLpNdHUpWdHpZh1lf3MnWhXuHFCBFsKO5lpm1H57NqRmC1Wlv+Uw+wEH766PoVPD1Ty+6lmRCIRq07W4aeSMyvIwkf7KvnkmhHc9l0WK3eVMTveGy8nGfvLOiht0XHHj7m8e1kiryyO58G1OSwIEhMZGsp7e4WZh+nvHGXXPek8+2sJt04IwWi28tJvZTw2O5Iobyd+uGEEV32VhY+zgtsmhLDq5hTGvHYQK1DaouNf6wv48IokNt0xioUfnWDBMB9aNAZifJwobtby0PoCfrxxJFfapv+nvn2Eow+NP0MT7JZxwbyxs4J1WQ0sDrXwyKZSxKJSfrhxpJ0dZzRbuPunHA7uF8gb4SorEW5S2nr1VLdaSAl25Whl56BM5s/CVSlF3WOiTt17ztfJJSKmhinxdpSws8rAF4f7TcFcHKR4OMroMZoRi0QMC1CxaLgv4yLcyW/o5tqvs9ld3Ma3149AJBIxJcaTzFo1jvL+RfT08tLIIBeyartYMsKPLr2JHUWtZ5Tn5g/zobKth5oOIcvqu8YAHo4yQiVQrzYyKcqDe9bk8/CsSDbnNZMc6EKwuxKDycLrO8p4YWEsN3yTjY9KzqxhAQAEBwdjNptRq9W0tbVRWVlJfn4+eRpH/BUOeMqMF7T53ocLWRbrG6L8b8Z/PHO5kBf4fINLu9aIu6OcLr2JLr2RIDeBcVJcXEx2djaJiYnExcUhFgvGRA4yMU1aCyHug2+iGpswZFNXfxmij4Ic6qEkv6F/txbm6cipRiHjCPd0RCwWU9gpIiXYRahLDxC+fGPJMNZk1DHCRcvqQ0XUaIRd1kXJflz/lVCmum96JCerO4n1c6aiVce16cF8lKXjznQvZBIxD6/P56n5cZys6mTG24dYPiWcVy5J5OsjNegMZuYk+LDjvvEUPjOdgw9N5JE5MUyI8iTOV8XIYDcuSw3krgQzv985kk9nOfHoaAf8vNx5bEs5B8vauTw1kIdnRXPLt5nc/n0Wd00ORyoWcc+qHOYk+PL2ZcOFRctgpkNnZGOVhOVTwtmQ1cAzC+KYGOXJbwUtlLXqmD9MSP8bunpZtiqPpq5enp4RzNoSE9Njvbh9wIDbtHeO8uyCGD7YV8UwfxWBbgq7nEhSoAufXpXEu3sr2ZjThKNcwp77xtjfm1HTxeMbiwhyF8QxN+c1k+ivwm3A5uLKLzP5fQBzLf21gxjNgzc/IpGIe6aE8cK2Mh47IeWti2OYFuOFuseEyWLl4V8KSHn5AAcru0j0d+aatEACvNxRWxQYTWaqW7s5UtnJXx197Jsk/6MBx5FBLjwwLZwYH2d+K9PxXW43DV2DA5FCKibB35mLk/1YmOSLusfI8tX5pLx8AE8nOUcfGk9WbReNtvc5ySVoes1syu3fOBU3awed02KFBcN8+exQDRMiPdia38LpuCI1gKe2CPz58QN6JDePC8ZotpLdauXuiYFsyGkiNcQVJ7mUjblNXJcuaPqt3F3BFakBVHf0kF3XxdZlg1WPJRJhbik6Opr09HRiktM42SZhVqiE7OxsDhw4QG5uLnV1dej1f489B0Ip6EJri/23Zi59+I9nLhcS5xtcOnUG3B1ldPUI5TGLxcyJEyfQ6/WMHTt20EXV9JpwVkhp1poZexafj5O2BrCXsxxNrzAPI5WI2V4g3FShHoI/9pHyDhRSMWKxCJ3RgkgEJU0akoNcuWdVv/eIj6OYmsZWpD5STnargG4cZGImR3uxIbuRFYvieW9POfdNi+SlbcW8fdlwXvmtmJnhDjhIYMXWIt5amsTN32ZyqqGbX+5IZ/FHR+3Hz3tqGtm1XXxxsIrqdh2+Lg5EeTvh66LASyVHhFBjr9KIeOrnTPTICfJxZ0GyF28uHU5Fm47bvsuis8fIuAgPxkd6cM2XJ3FWSFh3ezrv7i4nxEPJx1eP4I0dpewvbcNqgTd2lHHjuFBONXSTFOhCgp8zHx+ool7dzMXJvqzPbqK528D9607x9IxAbhkm5eXfy3h6XjQdOiOrM4Sa/JSVR9h97xge2VDIcwti+PZoHRtzmrhouC9jwt15dn40j28qIsjdgZRgV7bcmcb8D48DsKOolZdtOmYrlyRw37pT3Ds1DAeZhH2lQn9s1nvH2HPfGKasFAYdU14+QM5jExGJRBjNFjbmNLH1VAvPzY/m58NFSMUiXlgYw5jX+zXgon2cSA9zs81faLBYQWcWU9Bq+stBxUEqRm+y/CEdeVa8FwaTlT0lbWSeVo7ydJIxPsIdsUhEu86ICND2mils0pIW6sr7lw9DIhZx16o8ln6WwZGHxgNwvKqThUm+VLf3MMK2IerDwEwo1ENJRo2auQne7CttZ8cQjpW3Twjhvb2VAEyM9LBbJCf4OZNX3024pyO+3lZkUgm/5tfz/uXDePiXQu6bGo5MImZfqUDJHhvhzuhXD/LB5cPOKThpNFt4cXsVz1yUSLinI1arle7ubtra2mhsbKS4uBilUmkfonVzc/vTQaJv3bmQkvv/rcGlr8/1H89cLiTOVxW5XWvEw0nIXJQSC9XVNUil0jMCCwgzBs4KKc09VoLd+xu8lgE3+H7bIKW/qwPtWgPjIjwGWRwvGSmk6+sy61maIvz7ZE0X0S5WMqo7SQ1xs/P/RwQ68/7mo0wOdcQrcjiFTcKucHykJw/YnC2D3JWEezqxo6CFa8cEk12rRiGTkOznwBsHmnlhUQLXf3WSUw3dfH1DCos/OsrEKE9yn5yGUibmzh+y2VfSyvVjQ/j8uhReXJzATeNDmTfMl3ERHqSGuJHqZWV6oJXHpgfz050TeWxOLCD0S747WsNHVyez78EJNHbpeW17KdePCWZksBuz3znEmHB3IryceGBtHndMCueuSWH0mKDXKLDjfF0UuClldPYYeWquQM9en91kp7Q2dPXy7PYaNAYrLyyM5ektxdw2PsTOAgMhw3h2fgxPbylm2aRQDpS12+eHLhnhz1WjArj+m2xqO3sI8VDyxTX9ooSrMhr48UQ90+OErOjt3ZUkB7pw8YCZhykrj7D5zn413VnvHeOH43Xc+VMeYpGID68YxqLhvlwRaeHudUWDAsuoEFcCXR041dBNt96EzmAhs0bNqUbNnw4sCml/b0D/ByrHl6f4E+ap5PeC1kHDvSAoRY/wUxDv50xOXTdHKzupau/BYoWrRwfy5pJ4/FwU3Lv2FBYrvHhRHFqD2a4s0bd4Z9R00a7tH7zsmxsCCHZ3QCIWce3oIFburiDUQ2kP2H0Y5q8i2N2BozbZor7AAgLLLSXYBZ3BxEgPCy/vrOLxOdH8cKKeUSGuJPqraO7u5ZujtTw4PYLJbx0mNcSViQPo50Ph3T2VXDTcx26yJhKJcHFxITw8nNTUVCZMmEBERAQWi4WioiL2799PZmYm1dXVaDSac8pT9aGvtP9/bLF+/MczlwvJM++Txv8jH4J2nYFIb0dOFNfS3dqIys2dESNGDPkeTa/Q9C/osRLk1t9zGVgq6asnmy1W2rRGrhjlTmFjfzM/0FZOq2zT8cAMobFf1daDnyPkNXSzeGS/fP8k926yNSoenDaS1Rn19Ng8VBYn+7OzsIVlk8NZdaKOu6dGsOLXIm6fFMat32Xx/hXDeXrNMS5JcOGLg1UUN2v56voUrv8qgxcuimfeMF+e3VJIj9HCyqVJODtI6TGY2ZrfxL6SVtq1wi7WQSamR6uho1uH0SzGo6mbsNIixkZ6MCPOm8XJ/tR36vnmSDWV7TpeXJyAs0LKgveFXf5bS4dx/5o8wjwdeefy4Ty0Lo/7p0dyTbSZ9fVm9Go9h20SNyOCXDlR1c5Tc6N5bmsJqzMaWJjkw6bcZhq6jXycJ2JsmkC7fnJzEW9fmsis946i7jHR2NXLl0dqWDYxlKe3FPPCwljuW5tPkLuggvvwrEjB7+XDE+x/YCxpoW48Oz+ap7cIjo0v/V5GpLcjd00KJaNGzYf7q7hyVAC3jQ/hk4OCpte/1xfwztJE7lmTT2NXLx8fqGbnvWOQikXoDGZu+iGHrLr+W2hmnBddehNHKztxlEsI9VBS0qz9W9pffVPrZ4MIITiszWhgVUbDoOdifJyQS8TkNXST39IXEITylrujjHAbG+62H4S+WuajE2nTGjlQ2m5fsPsYY6ND3ahs0+HlLOPBn/t7dQMn7kcGuaDuMdGpMxLm6Wj/Hgfivmlh3PK9cL4EP2f7fMvCJB/kEjEnq9WCgdtPjSwY6U1nj5H8+m5eWRyH2WLl+a0lPDY7io/2V9FjtPDZ1edWMt5Z1IrBfG7hUZlMho+PDz4+PlitVnQ6He3t7bS3t1NeXo5UKh0kDTTQ5qMPZrMZkUh0QdYzq9WKVqv9W7pe/wT8P5e5WK3WP9xptGt6aaurpKK+mbiIEFxd3c76oxCCi4xes3VQY1c7hIWrs0KKwWQhxtfZLkMP2AbIhCCRFNA3SKjDWymUWTJrOu2vXTwxGatMgUop42CZsPuM8XGy2wlPj/NGLBKxr7iVpamBrD5Zx8LhggilzmTFVSHmh+O1/HJHOjd8ncFLixOYHOPF3atyWJTsz5QYLxDByp1l3PVTNnUdPYR7CnRni9VCY2sHHZoeXN3cEYlEeDoJmmMnKjv598/5PPxzPg1deh6ZE8OLixLYmN3IFwerOPCviSybHM79a/JYPiUcrcHERR8c4YVFCXy0rxKNUcS7SxMQi0QUNwlGZvVqPcP8VRQ3a3lklhB0y1p0TI8VVBnqNFYe/PkU3s5ybh0fwtNbitl5T38PZdXJBjp7TEyJ9uSjA1U8Oz+GZ7YI6tNikYiPrkxCIhaxfHU+VquVS0b42+dbAJ7eUkJtp573LhuGTCIiu7aLqvYeltmEEE81arhnTT7pYW7C70ZnZEN2Iws/PE76awfJqusmysXK7eODGBXiyvbCVk41dOPnokBnMFPQqPlbgeWPcPFwb6wIMiYDs5o+Sf/iZi15Nsaiq0LE2GAlN44J4sk5Udw9OYwYHydMFovdpfHTg9X4quS064zk29532JYNujvK+PRg9SBSS7C7w6BztmgMXJseyLaCFirbziQq3D8tnFdsMy2jQlztgWWYv4oWjQGdwczyyWGcrO6k1wxjw915Z3cFT86NRiQS8eXhGqZEe6LpNfHZoRp23J1+TiXjmo4e1mQ08OD0c0/rD4RIJMLJyYng4GCSk5OZNGkSCQkJyOVyqqqq2L9/P8ePH6e8vJzOzk57xtLHFLtQm+X/K4v9w9CXkp6rNKbT6SipaUBs0uPpF0igtyuWcwSjvuAigkH9nD7OvtsA1VUnhXB+hVRsb+wDeKsUdNo0nPxdhbmHpq5ezCIxQS4yvt1fZH+tWOmCn4sDml4TGbZeTqC70q5Ptr+kjaWpAewpaWNmvKDSvDjZn0/2V3Jtsiv3bW3kqfmxLP7oKEtTApgR581D6/J4Yl4so8PcqVfrWfD+YXxdFAS6KTlQ1s66zHp+PF7L3pJ2MpuMZLda2VfWQX6HiA25LXx2sIo9Ja30Gs14OMnZmN3Abd9lUtGm4+kFcVw7JpiHfs4nMUDF5rvG8N6eClwcZFyeGsiMlQe5f3ok2e2CdfPHV49ALBZxsrqT2s4eNL0mwjyVdOiMXJ7qz6lGDX4uCkYECAtkTl03T20pJjXElfER7ny8v4q9A5r096zJZ0SQC0aTlVMNGm6fEMJzW0uwWoXNwNpbUjhZreZzW1/giblReDoJ16yuU8+zv5YgFYtYd2sqOfXdSCUiPtg32Nr1hjFBdu2yZ34tobK9h4mRHtw6Lhi52MrmvBbadUbclFK6e8325vefhbfz2RW/h8L6nP5GuVQsWAxDf4PdTSll2cRQnl8Qw5QQBQazlabuXoLclSxN8efB6RE8MiuKD/dVszDJh0PlHRQ0aoj2ceKeNfksGeHHnT/l8dTcaPLqu7FYGfTd9DG9QAg0cxN8+PxQDf4uCvaUDC6HpYW60qox2IckT1T3i7w6KQS5/zBPJf6uCr4/Xs+iUAsvbq/ggekRqBykZNV2UdKiZW6iD1d/lcVbSxIGCX6eDr3RzHNbS3h6XvQgF88/C7FYjIeHB1FRUYwePZrx48cTFBRET08Pubm57N+/n9zcXJqami4oOem/uSz2/3RwOVtTv6WlhcOHD+Pi6EBcUjJaoyCNf67NpabXjMoWQAYet0+xOMb3zN2FRCzCMKBs5uOsoMMWXPq+eCugNYJB3UpOS/9xM2vUjAh2Ja++y14SG2WzVL53WgTZtWpcHWTE+DiRXasmOciFkmYNXs5yTjQIi1qTbXF7ZkEcj284xYMzoojwcuKXrHpauvuMn5rYmNPA4fJ2qtt1zA6Gm0a6cveUcG4aF8JtE8KYGwJXp/oyKtSNilYdB8ra+eJQFbn1XYR4OLI2o46Hf87Hz8WBj69K5nhlJz9n1nPi0SlUtelYdbKOR2dHc9GHR5nib+FoZSdZNWo+u2YkvSYLRY0aSlt0uNuosMMDXIjwcuT74/XMT/AgyHZv/V7Qygf7qlic7Ed3r5m8+u5BPZT5Hx5n+eRQ1mQ24OeiINbHiTWZQjAO83Rk5aUJvL27kpPVamQSMatuSrG/92hlJ2/uKkcpkxDn68SWvGZmxHqRHuaGyrZZuPOnvDMa421aAzuLWlEbRHg4yqhs09H5B+ytoSCCQfM4fwSZ5MydsZuDGJPFSrNtTmRahDNz4jzo7DHxwf4qntxczIYSPSfr9fya38LtP+ZyyaeCTXKoh5J2nYFNuc1MjPQgs7YLTycZnT0m4my/7cXJvqzcXcHmvOYzzg3CMKijXEJVRw/+ropBbpMgEBEWDvPl22NnarLNjvcmytuRshYdN48L4ZktJTw6M5wDTSLSQoU+S4fOyLt7Knh8TjTprx1kRqwXM85h4Abw6vZyrk8POmN84O9CoVDg7+9PYmIiEyZMYOTIkahUKlpbWzEajRw5coTi4mJaW1v/kloICOtMT0/Pf23m0of/eHC5kD0XkUg0pKeL1WqlpKSErKws4uPjiQ72tTNlhOfPfkyt3oSzgwyJCHqN/YtHX/BwG0JNWSoWD5pGdlJIaNf1Lxy9RjNmYy9qvZkAz35NsjHh7pQ0a4jzdaZmgDlTqK0RmRrihlgs4kBZG1NjvdmQ3cDFIwL46UQd140J4b2jHTwwxpWP91ey6pY0NuY0khLixvAgV3YVtXC4vIO5ib7C0F5FB2Eejtw91ps4NytiR1diwgIZH+XJ0tRALkr2I9ZdjL+LAj8XByZGeXLL+FCivJ3Ir+/m26M1lLVoCXZXcv+aXI5VdfLonBgS/F149Jd8jjw8mWgfJ176rYRnF8TxWo6Ua0cHsLekldIWLZ9cPYKKNh3qHhO/F7QwM86LvaVtPDFHaPCv2FHDJZFi3G3WtWsyGzhY1s5DMyL47ngdgW4OXJPW36u6/ptsnp4XzfNbS7gqLZCDZR32Hfz0WC8uTvblhm+zUfcY8XVR8PGV/V7p3x+vZ9rbR3h0dhT3Tg2zz2Wcbv+7dGS/gsKpRg1yqZg6nYjcBs1fkmmJ93PGSSE5qxHXQPQFur5hRaWs/9bt1Nv6csO8cFGI2VWuYVuhkDl4KcWEuiu4LM6BLy8J4pFZkdwwJsieQWTUqO2qwCKREEjmfXCcq9MCWPFbKWtuTuGdPZVntUyO93NGZzAxPsKD6vYeVp1sOOM1zy+MtdOO+7JGEGZd5FIRJc1anl8Yyzt7Klic7EdLdy81GhFXpAZgMFl4fGMR/54ZyYptQr/szSXx5/yuNuQ04ukkY0LkuRv9fxd9xICwsDAiIyNxdHQkMjLSPtawb98+MjMzqaqqoru7+7yIASDQkIH/67n803A6HdlgMHDy5EkaGhoYM2YMAQEBeDnJadMY8FEpaNEYznnRtQYzTgopMokInWFAcLHdbEPV1GUSEcYBN6NIJLJnLhaLheM5p7D0dGNARrBv/w0Q56dC3SPM4AyU8OgbxjRZrIwIcrUzzOrVekI9lNS063CwLTaNGrPtWM5syG7g2vRgmrr0fH+0Bh+Vgup2oRbu76rAUWSgobmVD69OYeVVaVw8IoAwT0cMJgt6owUvpYiLk7x449JhfHBlMiOCXQl0c+Da9GD8XRVk13axLrOeAFcHNmQ38Mn+ShYk+XLD2BDuX5PLdzeOIjFAxdObC1kaYWHpF9k8MD2KH4/XYjSZeXC0ij2l7fgqTKzcWc7ySaF8tL+KtbcImcU7ORZuHBMECAy/N3dV0KU38eTcaJ77tYQHZwi1dJWDlKJmLfkNGi5LCeDD/VU8NS+aV7eXobeVJx+fE41KIeH+daewWK1nlELDvRxxdZCSafM2KW89s2ewJrMBD8f+xbGPyfdnEevjRICrgoJGDZqz+NeDIGR5dZrALjw90PVltQPxS17rIN95gNYeC1Udvawu1HPrL7Wke5k4YpMkslqtfHm4ltUZDaSGuJJb382JKqFc9f3xehYM86G2U09+Q/eQE/ZKmRiZWMSVowJZm9lA2RDf2eOzo3hovUAAiPZxos3GNEsPc0OjN9GiMfDk3Gi2nWoWZm78nPn0cC1XRAmknBXbSrksxZ+q9h5+zW/h6EPjz7khLWrSsKOwjTtsatf/W7BYLEilUry9vYmNjWXs2LGkp6fj7e1NZ2cnGRkZHDx4kFOnTtHY2DhIh+506HTC9/h/mcs/DAODi1qt5vDhw4jFYsaOHWvfCXg5y2nVGPB1UdDS3XvOnouLg5RuvQm5RERP75nBpU9fDPrpyRKx6IydXofWiEQEx48fp1utxtvHB51FjErRfwlCPRxR9xhxVUqp7RR2s84Kid27vr5TT4SXIxarUFNWKaSUtWiJ8Hbi3d3lhLvL+SFPw8sXJ7App5HFI/yRSsS8tr2UmfE+5NZ3caCsnecXxNCg7mW0Dzx52XikSmfe2lFKwrM7GfPKPhZ9eJRLPznGE0fMjH8ng6WfHGN9Vj2jw9z5+OoRTIr2JMTDkdsnhlGv1vNzVgMdWgPqHiMrthaTEuzGfdMjeXBdHt/ckEqwu5JfKkVcP9qfqW8d4Kk5ETyxLgNfhZHrRrjyQ46aYY5qnlh7kkujxKzcUcKbC8MBOFDWzrQYocFf3KzlhW0lBLk5MDvem2+O1rLnvjF22vf9606RFupKm8ZAdXsP140OtE9+K6Ri3l6ayPEqNckv7qewScPvy0fjYKPYlrfqWPzJSfaVthPodvZSyp/1PzkdIe4OFDVrqT/HVH2sjxMPz4xkd3Eb3x8/u3+MVCzCy+mP+zRXjQog1EWMyQJb85sobNYxKUDE+9uyyK4VgolEJDTQ12U12iVwrhkdyGeHqjlepR7yuFHeTlwxKoDvjtdhsVrPCMhX2p4DoZ/Uly319ZYkYhE3jgmmrlNPZk0X140O4tlfi3l8RiiOMjFfH60l3EtJqKeSB38uYO0tKWeoJQyEptfEq9vLeNamtP2/idOlX0QiEY6OjgQFBZGcnMzEiRNJTExELpdTXV3NgQMHOH78OGVlZXR0dAxSKdFqtSgUCqTSv0/mfemll0hLS0OlUuHj48PixYspKioa9Bqr1cozzzxDQEAASqWSKVOmkJ+f/7fP/R8PLheyLAb9ni61tbUcO3aM4OBgRo4cOYg+6HlGcDn78XxdFDSq9UJwMfQvLH1lseoBJY0+fTLpaT0XgF59D2YrODg4kJaWilgiQWcS4Szr//x+rgq0BjOOcgka24IZ6Ka0Z0dNXb24KmUopGLyG7pJDHAht76LkcGurM9q4PLhwqTz7ARfthc0M3+YHxWtWqRiEb+dauZweTtXjPTluwMlvD7dnQy1I98cb2T8a/v5aH+lvY90+kBaTl0XT20qZPTLe3l3dzkpwW58cvUIdAYzV6UJmcWBsnYya9S4KWU892sRif4q7pgYxqPr89m0bAxGi4iSZh1hHg4s/OAYN41wZX2tAw/MHU5qsAubauVMifUhq9FAoFTD4bwy4t2sHKtSc+lwL+J8hQXvUHkHG3ObWJzsS159N21aI8/Oj7b/rTPfPcq/Z0by3t5K0sLc6Nab+PRgNY9sKOTHE/Wk2FwOFwzz4ZecpiFnR8LOMiz7dzDKZjdQ3XH2aXCVQsKySaH4uSh4ZXuZ/fHhgSoiTxPRnBjpgclipVX7x32aH07UU9VlIcRVxifZwvmXpoXyXa6Grl4zAY5W4pz1vPhbKSMCnSlp1rLh9lG8sLWU/AbNkMccHqBiXqIPG3ObcJJLznCznB7rSXV7j815cnA/KdjdgWB3B0aHueHlLOe743U8PieKxzcV8eD0CLycpOR1iKhs6+GSEf5c9NEJnpobTewQ/c0+WKxWnv21hOWTw/A4j4B7ofFHopV96tp9xIAJEyYQFBSEXq8nLy+P/fv3k5OTw9dff01eXt6Qopt/BXv37uWuu+7iyJEjbN++HZPJxKxZs9Bq+7PuV199lTfffJP33nuP48eP4+fnx8yZM+nu7j7Hkf8Y//HgcqEhFouprKykqKiIlJSUIe2RvZwVtGkN+J5HWczPxYHGrl5bcOkvTfT9gHUDHus7i1Qssi/UADU1NbTUVQIwfPhwpBIpVqvg+2Iw9b9fYvs7B/697gPKME3dvRjNFoLclbRoevF1UVDd3kOIh7DwONt2dWaLFQeZBLlUzIbsRkI9HO3BrqmpkevTfFkwMYVYPxVv2MzOIrwcWZzsz4dXJbN52RiOPjyZFePkvDw/jCvTggiwNUbf31tB6kt7ONXQzRPzYhkW6MLiZH/cHWWcrO7kSEU7bkoZ7++pIC3MnRnxPry/t5xXxsChSjWTvXrQmqBJ5Ma4SE9WZTTw1tIk2nUmDGIHWswOLJmYRKlOwaWRwvewbG0RYzz0OMpE9BgtfHesjjatkUdnRfLmznIWJ/shFYsIcFXQYxRcHS8e4cfktw5T3KzlnT2VLJsYyptLElg+OQyAme8e44N9VYN6F304WN5hZ4f9HQS5OdgFHgeyo4bCxEgPu6zNXtvgoVwiIj3MjaImrb3k9C9bKXDg8OH5olotbI7evyyRh7ZUozVaUcrEXJUeyjf5vUS6Sciq0/DEKDEPrM6y05hPR5yvE5OjPTlS0YFygLJBH4YHqPByktvtqwciPcyNWF9nxCIRs+K8eOX3UlYsjOWV38u4LMWfBH8VJS06DjTAv2dGMv6NQywY5sPS0zxjTsdbuyoYF+7OyGDXc77ufwp/VvpFLpcPIgakpKSgUqn45ptvuOmmm1Cr1SxfvpxNmzbZezB/Bdu2beOGG24gMTGR5ORkvvzyS6qrqzl5UiB0WK1WVq5cyeOPP84ll1zCsGHD+Prrr9HpdPzwww9/+bzwDwkuFyp76enpQavVotPpzuli6eUkZC4+KgU9BjOdPWcvdfi6KGjqFjIX/YCeS+AQLBSDrdnapjUMsk7NLShiRLywuxaJRIhtcv8qhXiQPtTA/o3R9m8HWf8PtltvQi4V4yiT0Kkz4qaUUdvRY/cQz23S46UUcaqhi+Qg4SbLq++iXt3DiapOpgSAUeHKkgnDyK3v4tuj/bIdd0+N4OWLE2hU97Lkk2Okv7KXxw8Z+CGjmUtG+PPr8rE8OjvaLvJ55ecn+O5oDUtGBjA5xpNxER7IpWKOV3VyqqGLpu5edhQ0syjZnx6DmcouK8sSLHxdLOKb60fwxs4KZsZ7c6SiA53BzJuXJvLRgWquSw9mxZYCLg6zsL/TjU+vFKTR64yOxHsK5y5s0vLUupP0qlsYG+bC+qxGfl8+2l5qunftKTblNmOxwpNzo3hiThTzPzxO0op93PRdv8xOiLsDEyI97OrMA3E6O+zPINBWtgt0c7Cbu50NYZ5KnpkXjZujlAfW9Q8nXpzsS3KQC0crO+k1WUjwc+a9yxJ5fYcwJ+Kr+mu78+fmx3DX6nz0JkHl+4pRAby+u5poHyfKOs38cEMyq6vklHUMzXxLClAxNsKdvIZuRCLYXTxYCcDbWc6kaI8zBjoBRoe6EuKupFNn5P5p4Ty+qYgn5kazOqOBOD9nJkd70qox8Pb+Om6Ml5D+2kFCPZS8tCjunJ/ppxP1yCViLh7hd87X/U/i7ygii0QiVCoV4eHh7Ny5k88++ww/Pz9EIhEPPPAAHh4enDhx4oL8nWq1sMnx8BB6vRUVFTQ2NjJr1iz7axQKBZMnT+bQoUNDHuN88R+f0L9QaG1tJTs7G5lMRmho6Dnl+5VyCXqTGZWD8PG79WenkLo7yujQGXE/bXZFITtzl9LX8K9o1eHj3P/VDhuZhs4sBoQsQWLLbFQKySDb1/rOHiQiESazxZ75DPzbFNJ+FlqfXYDBbLHLh1d1GghxkdiyGSUmswWpGIpqBELAiJgQgr2EHfnTmwoBwWnypcUJPLA2j/vX9Ev+OysEgcKcBh1LPxV0uT65ZgTr70jniQ0FHCpv5/lfizBZrNwwNgSDyYK/qwOfHayisk1HqKcjPx6vJdHfmTn+ep7dbeXBMa4M7zDz0M+nWDLSn8lvHuK3u8fw+vYyVi5NJMTdgRc25pDiK0XsHUGszIDJKsLPRcH20m5W3zSCp7aUUNikpbrbyv6CWnzR8dAuKROCBwd7J7mEGXFeXP5Fpv0xlYOUK1L97dlPdYceiVg4fqCr4g/Vhc8HEyLdcZRLOFmtPq+S1ZuXJNhpwX24PMWfdp3R3uuYm+jN0pH+9sAY7qn8S/L816d42llbLg5Spsd68uXhWpQyMSXNWr68djiPbyqmom3o0l2QkxVfsYZTVb2IpDKOVA8mNMgkIpam+A9SOO5DaogroR6OtGgMvLI4jic2FXHr+BBONWjo7DFyx8RQdAYzT2wq4t7xfrzwmxBE+0zezoa9JW3kNnTzwoKYP/19XEhcSC8XkUiEn58f7733HgDl5eUEBgb+wbv+GFarlQceeIAJEyYwbJiwaWtsFGjjvr6D7Z59fX2pqjrzOv4Z/CMyl78Dq9VKWVkZmZmZxMXF4ebmdn6UP2t/xiQRi85Qvu2DSCQCK3gpJTSoh77pQmw1eqVMgqeTnGPlLbTXlNqfN4mkuNpmZXpsPRWtwSxkLgOCR2WbDhelVNA8s5Vr2gYsUAqZoNIM4CiX2INdX97XojXipoDOHiPujjKqWzqxaDvtGVWN2mS3Uz5lK3ksTQnEy1lBUVN/6n1pSgDzh/kxKUjK3Fg3LrXpod32XRaPrM/no6uSmRXvDcBL24r57VQTi0cEoDWYeW5hHFXtPRQ1aZgW48FDPx7F1CtMvf9SZuKmSD1N3QZiHITzlTSqCfNUsiOvjptjjBR1WFgyYRib8lq4Nj2Ir47U8O0NgpvlZV9kkWKb+alSm3jxmIGfmz1IC1SiN5p5Mb3/mmwvbGWLbS4j1EPJhEh3uvUmjlZ0klmjtvdeKtp6OFzReUECC8CBsg6ya7vOGVg8nWTcNDaYaTGeXPLpSfuk+5RoT+YkeCOTiNle2Iq/i4Lr04O4eWywPbDcOTGEirYexg7QWfsjiIAJARK+zhCyjPQwN9yUUtZnC0SRHqOFT65K4oF1BWcNWmGeSuYkB2OUqzBaRWcEFolYsCI4fQAVICXYhVB3JfVqPS9eFMtzW0uYn+hDj8HMnpI2HpoRicFk4ZENhdw8LpgtBR2Uqq1kPDLhnL4r+Q3drMlo4Jl50Re8d/tn8T+piBwREYFCcfaB0fPF8uXLycnJ4ccffzzjudO/vz+S0Dof/COCy1/9EEajkYyMDGpra0lPTycwMPAvWR2HeToNKVcxEOHuMopbhr7x+kpQrRoDKjkcK28lOSrY/nybxmAPLi2aXkQiEVbrmZlLfkM3bko5HTqjvcdR29F/TkeZBJlERGePEZWDFI3ehFQstoshOsok9B1OrVZz7EQGDg4OSBRCT6Zda8DbWU5unVDyifV1ZlGyH3PfE9LfNbemEevrzJ7iVn7OqhfYRUWdrM0QGEsXj/DnWGUnCz84whuXJjEuQkit71mVS11nD4/OjubXvCauGBXI0YoO1hwpw08lp8c1jFkjI5E5uhCZlMpdEwJ56XA3dyYrWL6mgCRJPR/sKiYhyJO0UFee2FzM5aMC2ZjTyKx4H45XddolWDJq+nsX7o4yRoV6IJYpONFo5LF+4Wc7RniLqWrvocs2Z1Sn1hPj43TeA48DJU7OhstTBpdj+kyvhkKYp5I2rRGVQsKu4jYUUjE1HXrunRIGWEkNduW743WMCXdjZrwX904N49LPBJuFn24ayYf7q/FwlBFv8xCa9AeijVekBmAFDtQL98St44I5WtlpJxaMDHLhqbnR3PZDrp0ufzqifZyYm+BNUZMOvUVMRsPgQCwC5gZb+XD/mVpi4yPcCXJzoE6t56VFcby2o4xJUR44KST8nN3IioWxWIEnNhVx6Uh/ajv1rMlt592pynNO1ter9by1q4IVF8X+rQn8C4ULaRT2P+Hlcvfdd7Nx40Z2795NUFCQ/XE/P+G325fB9KG5ufmMbObP4j9/Vf4iurq6OHxY8JsfN24cLi7CTvR8g4tcKsZgsuDsIMXfVUFJ89mbZk4KCd5OUqo7By8afbpGSQHCuYuaNPT2GmjRi0hNiLS/LqtWbc9EmruFG9PNUYZSJqGhy4izbUAus0aNj0pOc3cv4V7Cj8tksdqpsSG2xny9Wo+bo4w2rYFANwfqbLTlYDcFjVoz+m41OQUlxEZHonR2GUQuEIlEtNt21X4uChQyCe1aI5eM8Gf1yTqeWRDHiCBXhge6cqh+8AK8PquBW8aHUtXew4f7KlixKMFuBSzYKku4bkwISpGwSCkUCpIjA/nuhBCc7pgYxueHarh9ijAoOSxO6EPlN/eS6CNnV2EzF/mqKWzU0NOt5tXtZRyt7OCxDYX2v6Gwsf86degE690+hV2Ae6eGD/qby22tk4ImDcM8oE1r5JfspiHnWIZCzVnYXQOJAKsyGkn0P/dMwsIkH0aHuvLO0kTunhzG23squWi4L70mCxcN9+XtPZWkh7mz4rdSLk/xx10p48HpEdyzRqCEXjkqgARbbyjcy5GbxgbhppSe0UzvQ2qIK5OiPPjppPDdO0phfpwbnx6qscvE3DkxhGgfJ57bWnLWvzvMQ8ni4b5k1HTR3Wsa9F334Z6pYWyuOnODmOorwWrUU9uhY8XCGN7fV8nIIFf8XRR8d6yOlxfFIZWIeO7XYqbFemK1WnlqczFfLgnFxeHsWUCX3sRTm4t5dn6MfdP2n8aFzFwupPSL1Wpl+fLl/Pzzz+zatYvw8MH3R3h4OH5+fmzfvt3+mMFgYO/evYwbN+5vnfu/MrjU1dVx9OhRAgMDSUlJGUQzPt/g4uEktzPGXJWyQWWh0+Hr4kCXAcw2xeU+XJsuZCcmU/+OT6YQAoFMIrZrjX12oMqenRXZFsdwTydMVhHNWiN3Tuq/4IkBLuTWdQ3yb58WK5SgvJzlVLTqBH9yH2eKmzQEuSnt2U2sj5JytRWrtg1n3xCSokLp0htxUgj9H5GNSKCwLYwDM8akQFeaunvJr+/CUS45a7D97KBQ9vhgbwUuDlIWDhd2PtsLWjhV30WYrIujpU3clu5DVqPgVz7M34UTVZ2EewkDmu1aI8smhXLXqjwujxLxcaGEhKgwPsyHX5uEQP34b7UkulspqRdKOUMtan2YEefFItvfsf+0xbar10JKkAtGi4iKbuFzn6toOtC46mwQIZSSfAZogZ2NsguCf0m71sirF8dzsKyDd/dW8vS8aDbmNHHVqADclFKbqKNAP65s7+Gx2VGIRSIOlHWwbFIoEyI97NfrZLWaCW8eHjL7mhHrxUVJPpysVtsDzz1TwtCZYEthJwDN3QY+vjKJPcXtdo+coRDh5ci1owPZUdhKu854xiClu6OMG8YE8fbuyjPeOzbMFQeFA509Rhb7dfPSz8dwMnXhIdHz0f4qXr04HoVUzKvbyxge6IKfi4Llq/P5/oYRBLjIzlrNMJotPLahkPunhp9zHul/Gxey53IhjcLuuusuvvvuO3744QdUKhWNjY00NjbS0yOsGSKRiPvuu48XX3yR9evXk5eXxw033ICjoyNXXXXV3zr3PyK4nG9ZzGKxkJ+fT2FhISNGjCAyMvKM956vp0uklyNFTRp8XRQ4KSSUt5x92jrQzYGWHiseSoldtwtgfJTARvvmUIX9MT9Xof/SrTfZNcH62GhXpgXxjY2hFe7lSIPGjEwssvcRQBhMy2/osmcugF3q32SxUNqsRSEV4+Eop6ajh1g/Z3v/pKxWqKFfNCmVKrUZqUTQnHKyUZT9XBwob9USZpOTyalT2wc/u/VGxCIRVe09VLf3EOSu5NO5btyWJlBp5yT6sCh5cPkn9aU9vL2r3P7/L/74GF8crMQkdeRorbDjP1jeQWW7juu/yeLNnWVk1KiZ8tYhduYJFtGZauH7+u2UIMJ4uKp/AcvvEFGh7u+FhZzlfttR2IpCJrbNW6h58TR2Ub4toGuHmGofiIXRyiHpsyDQgvv8ZqwI5IrmIbTAFKfNCL20KJbCRg1vXZpAZVsPr2wvY9VNI3n21xLumBDCjqJWvjlaZ1cyjvd15mhl56CeTVKAiizbsGPGIxNYMKxfPt7P1pf51/QIUoJd2FHUykabS+Tdk8MIcXfgnT2VBDkL98n4CHf+NSOC23/MpeAsGyqZRMTwABWXpfjzc3YjFW06+wBkH2J8nJgU5cFXR2rPeP+oEFdcHeWYxDLeuTKVGnkIMSF+DPd34oMDtVzk1cqpnExWbMzGXQ7xvk5c+3U2712WyPBAl7NaEFttsyyXjvQnMeCfJY1yIctiFzJz+fDDD1Gr1UyZMgV/f3/7f6tWrbK/5t///jf33Xcfy5YtY9SoUdTV1fH777//bfmZf0RwOR/o9XqOHj2KWq1m7NixeHt7D/m6Pk+XP8KYCA+OlLeT4O9CUaPmrNpJAKPD3MlvNRLuJrVbFQO4moWFsHFAhaWPGJBdqx4UNDR6EzPjve29nTg/FWUdJiLcpIPOXdSkQWcw4+eisFOMT9jUkbflN9Oq6SUt1I0T1Z1IxCIivZ3Iqm5naqCIgw3CcRwUCrudbYi70r7gdeiMHCprJ8FWr2/XGsmzWTG/ubMMpUxCsLuSzh4jVquVb/J0pAYq8VbJcXWQ2TXY+rIVwD7N3Ye1ZVaKWwTr2T70BY7PDlbbFYOL2oXsstjmIX+8qtP++r6S09hwd7yc5ay4KA4XBylerv3nmuA3OP8IcHXgQZtXztrTduPnurbR3o48MFWwUd5UcnYGlsFsxUkh4aVFsec85umPP7qhiJcXx6HtNXPDt9m8f1kiT24uJtrHiWWTQgn3dOSeKWHc+VMet44PJjnIhU+uSuL743XcayuJ7SlpQyoWsXxVHl8fqSU50IUHp4dzWYo//i4Kvj5ay+s7y+2DjE/OiSLSy5F391batchqNVaenhmMzmC205mHglImJt5XoAVvym0iv0FzRoY0IdKdAFfFIC+XPgwPVOHrIgi1vrwojh9O1OMgkzBneBA/Fhr4+Pp0Zkwez6F2JQaDAZeeeq74Mov705yJVRkxGAxnDS7v76si0V/FlJihRwz+k7iQZbEL2XPpsyA5/b8bbrjB/hqRSMQzzzxDQ0MDer2evXv32tlkfwf/FcGlra2NQ4cOoVKpSE9Px9HR8ayvPd+yWJS3E6UtWpKDXMiuVaOUSwYNRJ7+2pouM2GuUk41dNszqJba/pt0tK3hXNGmI9RDyReHqhg3QDjvVGM3wwOFxn99p6AJVt9tJNJdQtGAgPXJ/kp8VAoau3oZb3v/QdvA3G+nmon2ccbTWc6hsjbGR3qy9WQZuq5Orh4dRFuPFVc5fH6oiggvRwobu5k7zBeTxYpULGJrfhN7S1qRiEXMSRR2v98freXdywWF4QR/FSeqOoj0dqJB3UtOs5Hbf6mhpdvAqpN1bMwRmn6bcvqbf/dOCiLWrT97fHNJAm8vFX6YA3W4+mBT0rcr7grnFf792dXJRHo7svt+odZ7uKIDk9nK4xsLmRDpgVwuJ9Y2qd8pcmagwsfKXeXsyBUaygOb/ufCyqWJpIW58+buMxvRQ0FiNrBzCNveoTCwJ7NydwVT3z7C5an+KOUSipu1fHZVEgfLOxgd6sat44Xglt+g4aeT9fiqFDw9L4bnFsSwbFIoq0428OH+avaWtvP2nkpW/FbKGzsrWJ3RYJ/HuTzFn6fmRuMgFfP8tlLkUjFKmZiGrl7unRLGxRFint1e84fzOz1GCz0mCwfL24cs9V2c7Eub1niGpD4IGUuYpyNtWoFu/PGBaryd5UyO9uDF30p5eVEcbo4yVme30CNy4Iapw3gxA56eGczkSFdqamo4cOAANTU16HQ61Gq1vQz91ZEaLFYrV44KOK/v/38bF7IsptVq/+t1xeAfElzOVhazWq2Ul5eTkZFBTEwMw4YN+8MLeL5lMZFIhJujjG69CQeZBD8XB0pbhi4TiEQiPJQSVDIrhQ1qjh07hlqtHtTwmhkvLNadOiMBbkoOlrWT6N8/5b2vpNU+V3O8qgORSESYuwK5GE5WdzJvmMDMOFTeztRYL7YXNAvGXggqAJePEnjuiQEuVLX1UNykIVzezabMGhalhlJnFBbdsb7wzZEaLhkRwLrMelKC3dAZzHZGm4eTnINl7Tw9Xygd/ZLdgKetd/DGjlIivJ2wWKzMG+ZLiKuUFH8l906LYN4wXx6fK8wSLEjqz1z2ZhShNvVfk025zZS1CiWUabH9sugXJ7qR5m3ljYXhPLcgllsnhLLvAcGf/a1LhWD0W0ELZS06lv2Yy3zb97HmVmHOQd1j5EhFB3dOCgMgr0F7hmyPtvePM1aAZ+bHkh7mxn1r8vnh+Jky8ABjwt1YOnJwGfCzY83oOluJcj/3bzDSy5HxEf0biz6l4MdnR3H36nyuSQvEw0nOvtJ25iT0Z+AfXTGMBcN8WPTxCf69voB9pe0sTPIh+7GJ/LosjdsnhDA3wZvLU/x5fHYUry6O465JoQwPVLEqo4HntpbYpegLGjWkh7nx/IIYPtxfxfry8/tuYnycUMrEZ8i5gEA1Xp/dREHjmffJqBBB1LRVY+DlRXG8tauCBH9nkgJVvLmrgtcvjsfLWc5nB6tp1Ri5alQAiz4+wfMLYrh0dDiRkZGkpaUxYcIEVCoVZrOZ7Oxs9u/fz+sbT1DV1MFtY849pf+fxIUui/1fcPkfhNFoJCsri5qaGkaPHj2IPncu/BkqcnqYO0crO0gPc6dDZ6D4HE39lABHchu0NDS34ejoSHp6OkqlkmcWCIv0wPeabKWxxi69Xfb70wNCI3xmvDc/HBPq1GNCnDnVYkAsFnHz+H4V13g/FftK2hgTPoBmaltIs2o6OVLRRoiDnuzKZhxc3JkxPJTthS3cPi6Ibbah+zatgZr2Hjp7jFw8MsC+k96U08inBypxkkvsweKqz0+w/V4hUH60rxJPZzndvSakYhFSCWTVqBkb7sGKrcIA3jMLYu1/1u3TYrk8LdhumnbzuGDumBjGreNDuHq0cM1mRzkRLukkyNeL5JgwvJzlrNxVzrt7hF7Vrd9n2z63My8vjmdqrBdJtpr6O7vL8XaW88S8GEaHurFjQOYwJnxw8z27eXAPZGrw4BnhiRGuXJ4awCcHqig6h6LxjDgvrk8PpqnbQFqo26DnTraJKe3o/325yc+kB5S16sip6yLjkQmDHr/jpzy0BjOXpQqLZJ++XR/2lbbzwsJYLkrywVEuQd1j4qsjtdy7Jp9Xfi+jsFEomVZ39PD98TpW7q7gu+N1+DgrmJsoBKnNec0sTPLh4yuHUdKi48nNxfY5p6HQJ+Xv76Ig3teZFo2BnLozZV8emBbOZ4dqzngcBLmXQDcHuvUmXl4Ux0u/CXRjfxcFnxyo5o1L4nFVSnl3TyVGi5VLR/ox74PjPDU3msWn9fHkcjlOTk54enoyceJEKiVBtPaKmRfQy6FDhzh27BhlZWWDXCD/CbjQbLH/Cy7/Q+ju7ubw4cOYzWbGjh2Lq+v56wX9meDS13cZH+VJV4+JrHOUUyJVZjLqdYT5uODkH2H/IS21DRiuyehXr+3rcewtbmN2Qj9XvKZdx+0Tw8mqVWM0W0gOcKawzcicRF9yBpQrXvmtBH9XB5q7e1mcLCxEqzOEHfZ3x2rxE2twU0CRwZ2r00P5ObOeBD8VI22DgVeMCuTmbzO5ZUIoH+6r4KIkPxCJ7LpLVuCV30u4bkyI/bGZbx9i9a1pTInxYm1GPZtyGslsNNCsMbG3pI0nNwnSJJuXpfPUGmFi/5FpQfj7+1PaorWTFvo01wxmK1KRsKi1d+mol/qyPq+N277P5pfsRmo6erhtglAOunlcCB6OMp77tZj391byxo4ygmz9puvHBDM52pO57x0lq7aLrgFSPacHlz7E+Dghk4jYXTM4g/VDzcGieurV+iElf/oCWl2nnp+zGlm5dJh9QLYPAz3tJ4Uq6TQMnXU3awwcLu9g/W2p9scO2cgCfTNMviqF3Vph5ZIElq/OJ7+hmxUXxTEjzovc+i7qOvWCDp1ETF+C7yiXMDfRm9nx3rgpZewoamVrfguPzIrklcVxHK3s5PYf8wbZNpwN3b1mYn2c8FEpKGjSDDnrcu+UMN7cVTHEuwWL4hAPJRKRSPBt2VzM4mRf5BIxP52s5/VL4nGSS3h9ZznOCgmz472Z98FxnpwTdVa9MIvFgkgkYmNuE5VqMy9eOtKe1YSEhKDX68nNzeXAgQPk5uZSX19Pb++FGYL9q/i/stiZ+EcEl4Flsfr6eo4cOYK/vz+pqanI5X9OQ+nPBJdgdyW1tv6H0Wyhsav3jEl9i8VCXl4epu42dBYpV46LZktufyNTOmCA6xKbmdSBsnbcHWV8vL9iUN9lTUY9w2wL2I7CFhQyCY5SSPRXsbu4xc7G+u1UM/OTfNmU08i1YwS6s9UKV4wUdqeBHs6U6Z1xlEsJcHPgSEUHV48O4tvjDcwMtPDTCSEQlTZr0ehN5DV08cjsaEwWK/6uCo5WdFDb0cOnByr54aZRpNsW6cs+PU6QmwNb7x7LDWOFhb+yU1hs7pwUzuF/jeOdXzP5tVRowl8zLhK13oTOIHxnCf7OdkLAuox6Hl0jDP8db7bi5uTAsAAVn1ydzFuXJjI1xhNvZ2HX/vTmIruU/c+3jWJarJe9aXvppyfoMZoZFeLK6DA39pW22xv3K3ed2Zhec8soipu19kb2oOfKofYsyenceE8WJvmSEuxKQaOGJ+ZFs7u4FblEPCTldVSAglDFYAKAr7OMq4f1Lwp3rc7njW2nAAhw7c9QRr1ygPyGbuYlevOtLYudHufFS4tiufqrLJJW7GN3cRvzEn14bHYUD0yP4MpRAST6q2jo6mVnURsf7q/myyO1DA9U8cttqTw4PZyXfy/j4V8K7Y6UZ0OfPpyPs5wEP2fEYtEgAkYfxke4s2CYD2/vqTzjuQBXBSODXGzEEwfunhLGQ+sLuGFMEF16E1tPNfOajW684rdSAl0dGBvuzqKPT/DcghguSz1778RisXCwtpeT1WqemBtln9KXy+X4+fnZxR5HjBiBs7Mz9fX19qymtLT0DAn7/w38U9li/0n8Y7TFLBYLRUVF1NfXM2LEiLOywf4If3ZC389FaJ4HuimRSUQcLm9nUrRQt9br9WRlZWGxWIiOjiawtgoXBxkZNepB8gjXjQnmmyM19tIQCN4sWbVqvJ3lxPo6U9Sk4eP9ldw/PZKbx4fy2C+n2HpzPJODpKzNqMfbWcGVaUFsyBaa5Rq9iRPVndw8PtT+foFiKuL9451clRbEqFA33ttTzrVjgvnpRB2jQlzprBPKRpemBPD05kJ+XT6WZ7cU8v4VyVyTHsz3R4UG/d6SNgxmK+1aI59fO5Kt+U08tC6f747V8t2xWmJ9nbkk3hl3BwnuXt4U1Hcy9vX+3euJRyYiFot5e1eJvbF+qkHDnT/m4Ci1ojGYWRzvRt6BThYm+XLJCH/7Trq2U5h/WfaTIGkyLsKdi4b78cgvBSjlEnYVtXLrd0KpLNhdSaiHI1vymll9SyoHytoHCW4OhI9KztLP+gX+bhkfwk3jQhj32oFz/gbGBshw1Lcg71DTrRU+zDObiwARj82JtmcQAzHJx8SbWYOP8+FVw7nkk5O8tzSB5WuEoHKgWghATyQbeCNXaheEvOKLTHxVcsaEu/POngrunBjKgmG+zEv0YW9JO2/vrjhjBsVNKWVmnDcPz4wkytuRXcVtvLunkk25Q9sPnw6FVESvyYq6x8QwfxViMUOWwABuGx/Cqoz6QcKqfRgT7obFYkUmETMxyp3kQBce/qWAx2ZHcbSyk+JmLS9eJJSLn91SwoggF4LcHVj6eQavLo5jbqLPGccciMM1PWQ0mVh55bCzyr/0uUC6uLgQHh6O0Wikvb2dtrY28vPzMZvNuLu74+npiaenJw4O/3MzMRbb/NuFyFysVitarfa/3oUS/iHBRa/Xc/z4cXsZ7FxssD/Cnw0uY8I9OFLRzrhID4qaNGzNb2JStBcdHR1kZWXh6elJYmIira2tJHiIOVzezrAAFbn1XXb2183jQvnmSA1fHOpnHfWJWP50oo5bJoTy0DqBVlrUpOGa0cF8frCKZo2JKFf4sryLWyaEsTm3n4V11085vLV0GD8er2FhhJSiJtCZRPZAFu+n4uesBsI9HXFxkFLeqmXZxFAeyizns6uHc8v3OYyN8GDee4f58eZRPL7hFG9eOozmrl6sCGrJh8vbsVit3PFDNk/OiyXr8am8+nsJPxyvpahJQ5E9QesvFz43P4Y5iT6Ut+q4e1UeTd395Yg3liQywtPKocx8LJEqumXuKKRddPYY6dKbqGzTce/qPORSMT4qOZ9enczyVXlYrFa7tcDttv7LB1cmccPXWWTXdZHgr8LbWc6bO4VMZeDO3NtZTrSPE4fKO+yPjwhyITnIlQBXB97dPXQ5pw/TY73YWdTKoQcncNeP2Tw63pEfslrZUdzGa1NUPLshh9vGBnHPusEGS29mnfkb++F4PQ5SMZvzW/nxxpFc+WW/aObuDndemirhsp9b7I81dRvsdN5PD9ZwzehAZsR6MTrUlV9uF4gMVquVdp2Rxq5eylt1bMhp4ubvc/gr6DVZifdzRiISYcVKTt3Qady/ZkScla6cHuaGTCym12Lm6rRAZBIRr+0o5+VFcXx5pBaVQsrT86LpNVl4anMxk6M9UUjF3PRdDp9elXTWUmYf9pa0cahWz78n+f4pwy+ZTIavry++vr5YrVY0Gg1tbW00NjZSXFyMo6MjHh4eeHp64ubmdsGyDMCeJV1I+Ze/swb+U/CPCC5msxmVSkVcXNzfjv5SqdS+kzif4cwx4e68vr2UR+fE8NupZrS9JsoqqygvKSY6OprQ0FBBJl8sJsrVytqKdu6bFsnPmfX24OI3QH7/ilGB/HSijuJmLeMiPHhxWzG5T06zB5cXtxXzzQ2pqBykrMpuZba3hYtHBlDRqqOus4fvbxrF1V8Iu28nKWw6WcE9I+TE+TpR2KRlzUmh5PXkpgIenBGFQirmnd3lPDkvlpe3FbMwxMKqk/VcMzqI72wll+e2FHL7pHCe2FjAikUJyG3qyi3dvRytEPoAz28pxM/VgVvGh/LkvFgya9VsO1FCVr0Gg9GEq8oZBwcFO4vb+Dm7kazaLrujoFwiZvmUMOIctRScquCU0YvrJ4Zw7VeZ3DU5jPf3VrK/tJ04P2eeWRBDt97Md8eEKewWTS8qhZT7bIrMry9J5MZvs/j3zwWYbTTU4mYNLRrDIMOpPuy8byzDX9g76LG3LxuGTCxm3OsHeGJu9Bnv6cOt40MobdGSHubGG7squH9mDKNC3fitvghq6vk4t5cENytPbCykXx50MAT5HT2PzIri5d8FsdJ5w3z46mgtG+4YzaKPjgGwJredNbkMympOx3fH6vju2NDstb8KlUJCd68ZR6mVKG9nEIvOmq1Mj/XEw1F+1sAyzF+Fj0pOU1cvj8+JJru2i8OVHby0KI4XtpUwJVooLXbojDy6oZDr0oOo7ejhkQ2lrL45ZUhrg4E4VN7OhpwmlqU4IZf+9XWgT8JepVIRFhaG0Wiko6ODtrY2Tp06Zc9q+oLNuRTUzwd9m9kL2XP5fyFz+Uf0XJydnUlMTLwgF6fvGOebvXirFLRqenFVCnbGEY4GNh4rJTU1lbCwsH7lZIkEmciKl5McmURMaYt2kGbXPVMFE6eBMjJ9/ZuT1Z0smyxIvByt6KBda+Dty5JYm9OK3mhmdoIPvxc0c8v4MLbl9/dzbvsxjxkRjpSJA3j+ogRAmEPooyX/kt3A3pJWFib58dPxWpaMDCCzTcy4CDecFVK7p0xBo4b1mfVMiPLkwbV5XJYayIMzovBzURDlLdR2D5S1szajnme3FHHrd5nsLmxBYelhmp+Ru6dFcdPESNJC3ZFJRPioFCQFqGjRGJCKRVw5KoAxrt3U1NTgHTGMtl4xJlvP4/29lUyO9mRqjCdfXDsCd0c5RU0aon2cMJgt5NV3c7iig0tTAmyOmS0UNmq4d1o4l4wQeljZQ8xmjLPJtJweWEYGueDlJOfNnYKUygtn0c26c1IYnx6s5qXF8bRqDVS26RgV6kZLdy/N3QauTQ+itM3AFZOS6DKefZPSVy67bkwwt08QGH8N6l4uHRnAyl3l/HpX+qDXDwwsUrGImbEeuCsvzKI0EH36Yd29ZsZFuOOlEP59tsBy39Rw9pe2sybzTDkYlYOU4QEqorwd6TFYeHNJAptym6hs7+Ff0yN4ZEMhV6QGsDDJl5qOHh5aX8D908LJrFHz/LZSfl2W9oeB5UBZO6tONvDSojjE/H1F3oGQyWT4+PgQHx/P+PHjSU1NxdXVlebmZo4cOcKRI0coKSmhra3tT4veQj8B4UJkLiaTid7e3v9r6P8T8WeDC0C0jzNZVW14WLtwFPVSjZfdTGfgcc1mM9eOCeG7ozUCjbmif5DsDps+WGaNGn9b87ZFY8BbJeffP+dzxah+KvXTmwrsisK/lJmRScRMifakukNHc3cvKy8Ks7/Wyy+QY5WdeDjJ7fMlq07UMTbCg7IWLQuH+/F7ga3mLhJhsoDSlpn0BTypWMTekjY+2lfB5aMCWfZjNsHuSj6+eiRxfs7E+Ar/ARwub+dAWTufHqzihwIDq8pEvLO7gpd+LeC7ozXsKGzl94IWcuu7CfVQ8vyCaKZ5dKLRaIhPTuFfm8qxWK3c+G0WYZ5K0sPceHp+DHKp2N6TOlbVgdXaXwL7/Jpkips0mCxWdAYTk6I8aOk28NyvAvV5b8lgQ6rnFsQyOdqLoeDuJOfV30tJ8O/f+Z3uKuniIKVNa0AuESOTiOnWm+xqCJ8crOK2CSF2CvL1X2cOeu+U6KGnw8vLy7khVXju7d3llDRruHV8CM9uKeKB6RFDvsdksbK9qJ2OHuG3GuruQKi7AieZ6Cx50h+jTyqoudvAlGgPhgeq6NabqNaKqGg/kz2WFurKnRNDWLm7YkjK8vgId+J9BTaZl7OcZ+ZH8+yvJQS5ObBgmA+Pbijk4ZmRpIW6kVvXxbO/lvDCwlg+2l/NRweq2XPfGPt3ezb8VtDCL9lNdr2xs03oXwiIRCKcnZ0JDQ0lJSWFiRMnEhkZidlsprCwkP3795OdnU1tbS063fmJm17IZn6f6+T/ZS7/QIjFYkQi0Z8KLnNjVLyzNZvpUSrqrB70mKyDLI37jms2m4n1daahS8/EaE82D2CNScQi+010VZrA8Kps0+GmlNHc3YvOYGJuokBL/r2ghTatgc+vTGBnnSCFf9XoYNZl1DM5QMTqY5WEuAkB6qlNhTwwI4oXtxXz2Jx+Q6SiJmEH+sj6U0yK8kQqEbMlt5FUb9hV3MbYSA9y67t44aJ4u8NlSbOWG77O4F8zo3hjRykbcxp4aXEiT8+PI9hdSYK/iuRAFcE2HSqtCRp0Ioo6LFR2Gmm09TTiPGUsG+fH55fH4qmpwICULIMvk98+jkwisgscTo/15pr0IL44VMN1NpHPFk0v3x+ro6RFwwPTI22PGTha2cnSlACuGxPMvtJ21mWduYMO9VByx8RQPJ3kvPSbkJEsSPId9L97i9tQ601sLxB6G0qZ+Iyp9AgvR8QiuDItkGc2F/HYnGjatAbqOvU0dfWSHOTK7uJWRgU62h1B+wQtnx0w4zMQ6q4uTp48ydRACHMR89bOctZn1bNiUTzFzVpUij+uQFd16Knq6EVrtJ5TXPN0JPg52xlg7Tojs+K9SA50oV1nJKeum9z6obOVe6eE0aY1DimVD0LgUcokiMUiZid4My/RhwfWneKGMUF4O8t5Y2c5r10cT4SXI7uL2/jkoDDTcu3XWewoauXYv8fj+Qd+9usyGzhQ2s7Li+PsFP7/yeByOqRSKd7e3sTFxTFu3DhGjRqFu7s7LS0tHD16lMOHD1NcXHzOrOZC05CB/yfYYv+I4HKhjX7+TFO/urqa5rI8xApHUpMS6TVZSfBTsadksMzHQM2yS1MCOFwulLc6dP19gF/uFEogfb70IEzsAzy+oYA7bNPlIEjUjwx2xUVm5cmNBYixMN3fxK6iFoL9fXlsXr/44rIfs0kNcWNPSStfXZ8CCLpgfRP8L2wtRiYRkRig4tcaMdel+bPqRB0z4rwpatJw//RIRocJi2NqiBtLPj7GiCBX/FwcuPW7TKrbdaxcmsQT04PwF3fj6SxnbLgbM2K9mJfow1VpgdwzNZwn5kbz4ZJIrhimQt3axPPrM3g7y8Sy39W8s6eSn25OJd5PRavGwIqL4ujSG/FTOaDuMZIc5MK6zHomv3mIBUm+PD4nhl/zhYyrbwD1xrHB3PRNFsCgwN2HVbek4iCTcNeqXPtjm3ObuHNiKLE2jTOz1YqvSsHhig6UMjE9Q4hVZtV2cf80Ybe9KbeJGXHeTI/15qGf87louB9mi4Wqpk5m+PTvXKN8hMzOW6UY0kPlh3I5kydP5qZJMfg4SVkSJWZDdgM3fnGUSQFiXrkoyl6quhDwcbCS4CHcvqcaNYR5KFk03JdYHydaNQay67rOWgKbl+jN7RNCeHtP5ZDWA45yiTC/4q6ku9fEo7OiACsrd1fwyuJ4DpZ3sLukjbeXJuLhJOfHE/XsKmplxUVxglqzzkjmoxNRDuHWOhBfH6mlpEXLswti7PYVIJAY/reCy0D0ZTUhISGMHDmSiRMnEhUVhdVqpaioiP3799sHu7VarV2a5kIPUCqVygt2vP8k/hHBBS5sgDmf4NI3v1JaKvRXbpocw6qTdVyTHkyLxsDvpwbTO8ViMVarFYvFwtQYb/aXtnHtGIH11QdnhRSZRPgcd0wMA4Rd+egwN05Wd+Iol3B5qtAv2ZzbRKvWyO3xZnYUtrBh5yHiPcQ4uHpxcWowXx6u5uWLhT5LXaceDycZ2/Kb8FEp7MfeU9xqn4359EAVDepekjxFvL23mtsnhrEhu5HEABUqhRQ/FwWPzonhZHUnSYEuvLGjlH+ty+O6MSGYzFZu+OIIn+06xaykQL6+KZ2XFydw1egg0sMF294OnZGq9h6O1Blo1IsRW834e7ujUDiwMELGc6lmrvvyJFvymnhiZig7C1tYNimc13eUMn+YL3f+mEOX3sToUKFMdrK6k6+P1DA7wds+H/T8r8WIbYuMi0P/Tn9WvDfjItxxkkvtsy0TbQv8E3Oj8Xd1sA//XTrSn48PVKGQis8YgIR+zS+JWGQXERWLhJ15Vm0XEyLc2XIwGx9ZL1Gx/QHeMECQsu8aDkRufRev7SgnJSqA8AAv0ofH8cXVSTjIZTz6ewPv7yjgmigzr8/0Yrj/X2MCTYv1ZHqsUHpr1gsZ5exwOWneoNN0U1jbRmZt15DSLQDujlIemx3F/rIOPj4gZCunqzhPivIgKUBFkLsDUrGIty9NYF1WA3n1Gl5YGMuLv5Xi7Szn6XkxiIDnfi1B3WPkzkmhjH/jEFNjPDn27/GDgsXpsFqtvLOnAk2viYdnRp5BN/7fzFzOhb6sJjY2lrFjx5KWloaHhwetra0cO3aMw4cPU1RUREdHxwVbvzQaDU5OTv9xZ80LgX8EW+xC44+Ci16vJzMzE6vVytixY1EqlYxzt/LZgSpunRDGh/sqECE4SPbpbvXtJCwWC1KplCkxXmh7zZS1aGnu7rU3z3+/ZzxT3zrAR/sr7ec7VtlJpLcT8947zIF/TWKVjfE178OTvJEOSR7w1BED2U+MJyTWxOMbTnHnpHC25jfhqpSi7jHxyPpTrL9jNM9uKWTl0iRy67s4WNbOhuxG5ib6sjW/idUn6xjnJyI1wpl3dpVxy4Qw9pW0YrZYuWRkAB/uq+C9K4az3D5f4sGyH4W+x6IwmJ4cQWGHhQ1r8hGLwN/VAT8XBQGuDlit0N1rpKCqidoOHd7u7kwP8+fWae6s3FXOUycNpAQ4EuEC27OrWBQh4rJPjqBykLG7qIUXLorjl6xGFg735fOD1Xx5WJhVWXFRPKNe3gfA3EQfntpchLujzB4sZsR58dolCdy9KpfRr+wHGMSESw50paxVyxe24621NaSvSw/im6NnysEbbBP2efVdgo5bjBeaXpM9eBw6kUleQy/zRsdSr+kvTv14op/FFe3jxMw4b7YX9tOKq9t78HCS88yWIv49K4rHfilk4XBffr5zLFvymvjsYBVvZupwc2gn2cPKjbFWgr1UyB1daNBLaNSY0PSaUMokOCukOCskmMxWdEYz2wtaaNEY2FXUhkohtREHrOTVd9NmsmBRKChp6QbOrqk3P9gMLt68+FvpoMcHqjinh7nhrJDQa7IwPdaL5EAVD60vZGGSD9E+Tvzr51PcOzWc4YEutHT38uTmYq5IDcBJIWH2e8f41/QIrh9zbpkmi9XKy7+XEejmwPXpQ7+2r0H+T4JIJMLJyQknJydCQkIwm812BlpdXR1Go5HMzEz7XI2jo+Nf+gxarfb/CRoy/P8wuPTNr3h5eZGQkGAPGiKRiNkJPmw71cQlI/zZXdzKx/sreGxurP2YINRXpVIpS0YG8NC6PJZNDufjfRU8aROCDBgwzX3JSH9+ti12Lg5SjGYrB8vaeG5hHE9tKsRksXKyVcSLCyJZ+E0Z7++t5N5pkVyU7MehsnbkEjEvXJTA3auEYHDxR8f4wTaz8s5lw7n8s+OUtmjZmt/EomQ/NmQ3cqjRSrCfkRhfZ9Zl1pPoryLYXcmnByr514woNmQ3sDjZnzER7jyyXmAuRbqK2FBpZUOlMBMyf5gPi5P9UTlIMZgsaA1mLBYzotp6xnsbCR87jN1lap7cJDhE+rkoeGpeDDsKW0iO9iVCb+Sx7WVEuku5MdaCi6iW3w6p2VxixsNZwcLkAHpNFu6dGs5qW6C9enQgT20WZkk6dEY8HGW064y8dekw2rWGMxwXo32cKGnW4uks45kttXaV6z4cLG8ftHDeOj6ETw9WMzvBm1/zm1l9sp54P0ET60hFB/peA8leYo42mBC5+BDl68quoqEVkAPdHOxzTAOxclc5zy+M497VeTwwPZJfshs5VN7O8snhLEzyJbNGzfbCVvYUt7K3vgeKNMDZ9exAMIhbPNyPUE9HuvVGjlepyanrwmK1YjBZ/lDleLK/FQ8HMesrJIAQDJ0VEjS9/fdHaogrIgR7hnq1nqfnRVPYpOHpLcU8Pkf498pdQknMy2aT/faeSlsW1M7rO8r57Ook0sPOPcNislh5ZksxqcGuXDzC76yv+6dkLueCRCLBy8sLLy8vXFxcqKurw8vLi7a2NsrLy5HJZPZA4+7ujlR6fkttn/TLPy24/hX8Y4JLn6/8hcBQwcVqtVJTU0NRURExMTGEhISccQEXJfuzfFUOH1+VzJqMenoMZhrVevxcHeyv7TuuykFKkLsSkUhEq9ZAbUePXQ/r8L8nMfbVffyc2UCYpyOVbToya9REeDnywNo8jj8yiTe3F9Opt/BNiYQb53mx9jZPLv3kGLPifbhouD/PbykkNdSdtRl1fH7tSG7+VmAtXfX5Cd5aOowXtxXz3U2pLHz/CC0aAxuyG5kR582OwhZWZbVw//RI6joFDa3MGjX3TYvkq8PVBLopWZTsz8f7ypkSJCHWU8bH2f0sotQQQf5kS1722b/gI3n4qOTcODYYZ4WU41Wd7C5uxd1RZg84v9yeZmegHSxu5MWfCkj0lDDPS8eGo8KCmlfbwc6STgC+HzDfMSLIhazaLhL8nZGIRUx+6xAgZDZb85txkIkZHeZGSbMWg8lKfkM3zy2ItQcnB6kYbe/g63/ftAg+PVhNaogbv+Y382t+M2tvHYXKQcrHe8tQt7dy7Qh31pdbcTQbCHBzwGA+s1/TNz8V5e2Ek0LK7wUtg55/clMh90wJ58vD1bg7yhkd5s5Tm4vwcJQxK96be6aG8/CsKHqMZmo79DR16VHremlXd9Gr1WDQdaOSg6OzK90iR8q7rBQ0dlPSorVT2w9XDG1oNhCLh/syzN+Zl7aX2ynzXg7QqmdQYBkT5oa7owytwUyAq4IHp4fz5q4KnOQS3rgkgbf3VOAok/DWpQnIJGLWZzeyr6SdN5ckcPfqPDJquvh9+Wj8Xc89Ad9rsvDYxkJmx3szK/7c6hv/DcFlIMxmMzKZjODgYIKDgzGbzXR2dtLW1kZZWRk9PT24urrag825yl7/r0i/wD+o53IhcXpw6fNf6euv9A1Gng6lXEKcrzM5dV1MivIkzs+ZD/YJu3mRSHSGEdntE8N4e1cZd04K58N9/ZPgHk5yUm1GYeGe/SluX4Pz3m8OsTy5Xypm6WcZDAtQcc3oIBZ/dJQeg5mHZ8fwc2Y9d04O55MDlbxxab95z2u/l5Ie7s6rv5Ww7vZ0e1DbUdjCKF/hHG/tLCM1xI3MGjVpoW68vauMsREejAxx5ZVthbiZ2pkV7UKT1ZWpMZ48vzCWuyaHcbJaPajJq5CK8HeEWE8Z6WFuRHk7IRWLaO428OXhGt7bU0GDWs/+UoHC/MEVSZx6aioxvs70mszcuzqPW38q4MVFcaxeNhGzTyzHmyyo5CK8rJ3288R6C4tTUoDKTtN+ZXECr28XyjjB7g52vbF7p0ZQZjMZW7GtmHm2chpApLcjepOFqvZ+3a/ZCd7UqwUlgQZ1fyCN93PG0aKjoLoFDQ7MSk8i2ENJSYsGuUSMfIBuXJ/nzNdHhPLbVaODzjpB/s6eCrbkNRPh5ciOghbkEjEBbg4cq+rkkfUF3PljDv9al8/nh6rYXtjCkaouspvNZHTIye31YH+HC5vKevn9VBOFlQ10qruEyfXyDrv45dmwMMmXlxbFk1HbxQu/lQ2axWodwERO8ZUQ5WLFwaimtlXNdSPcmRDhxr1rTzE9VhiGvH/dKaZGe9qp1C/9VkpNew/PLohh/BuHyKjp4uTDE/4wsLRrDdy7Jp8lI/z+MLDAf66h/1dxekNfIpHg6elJTEwMY8aMYcyYMfj4+NDZ2cmJEyc4dOgQBQUFNDc3n2EPciEtjvft28fChQsJCAhAJBLxyy+/DHrearXyzDPPEBAQgFKpZMqUKeTn51+Qc8P/w8Gl76L1OVh2d3czduzYM+ZXTsfVo4P5/lgtS1MDyavvRttrorrd1vi10ZH74K1SMCXGi5zaLoxmC2UDyjLf3Sio4e4ubuVW23BdfkM3/o5wqN7EiOFJ3G+j4rZqjaw6Uccjc2KQSURc//VJZBIRL1wUz8qdZdw/PZL1WQ12ef96tZ53d5czLtKTN3aUsP720XZ14xNNZuJ9hGDz4rZiajt6qGjT4eksp7FLz6d7S0hx7iI6yJvNVeDmKGPZpHCkYjGVbTomRnlwXXoQz8yPZdlYXyb4WojzcybYyxUHmYRYXycWJPkyO8GbydGejAl3JzXEja+vG8Ghf01gSowX9Wo9r/xWwsgX97GrqJXjj0xkcbI/q07W89zWUlQKKS9enMgqW/k/yEVKUYuw8g1zMaAwCZnN4fJ2ey/l7aVJPLy+gKfmCXTsI7bd+9xEn0FU24oh2E8vLYpnS14THo4ysmrVhHkK3095dR1ZWVnEBrjRoBNESC9K8qOyTQhMfgPk8FOC3QB4dXsZlW06gt2VhLgruX+asPBKhtisPPdrMb/mN9Nls5Bu7u6l12RGLBLhqpQhEYvQGy0YTBYsVmxkBhFmJBS1m8hqsZDXISK/7Y+Zj1eOCuSVi+Mpb9Xx6IYCqm3B1UEyuBrg56JgdKgrgd6eBPt64OvpxkPpKjafLGfFhkyuizaTU97A27vKeHlRHOMjPajp6OGuVXmMDnVjWqwX4984xNwEb3Iem4hceu4lpKJNZx+qHBdx7nuvD/+Nmcu52F1KpZKgoCCSk5OZOHEi8fHxSKVSysvL2b9/PxkZGZSXl3PkyBE0Gs0F67lotVqSk5N57733hnz+1Vdf5c033+S9997j+PHj+Pn5MXPmTLq7h2YZ/lmIrBeqFvU3YTQaL5iSaXZ2Ns7Oznh4eAzZX/kjPLg2l3/NjObLQ1UkBrhwuLydly9OZM+ePSQnJ+Pu3l9bNlus3PpdJndPjeDbIzW8uTTJ/tzJ6k6u+vzEGcdPCnAht76Low9PZun7e6m2ld3X3T6aAFcHxr66jytGBfLswnhy67pYuauMK9MC+TmzgZRgV16z7ebdlDKeXhDHppwGnr8onrd2lrF2gPT/yGBXMm02AvdNi2R/YR1uIj1eXp5Ud1mYm+hDmKcjm/OaqOvoITnIlTHh7jgrJBw+VUlBTQsiJw/MIhl6kwW5RIyjXIKvi4JQDyXxfioivYUbobBRw77SNk5WdXK0shORSNAamxHnjcFsYf77R6nr1HPpSH8au3o5YHPXHEgXfnRmOBMDxMz7uoyxvlYONwkL9pIkT2q7zegMZj65OpkGdS+XfCLI/uc/OYXE5/ec+/fw+GTu/DGHlGBXvj9eR4CrA/kN3Tw0Ai4aP5y8drjzxxxOPTUVq9VK4vN7yH1iCvkN3Vzx+Un7cZ6ZH8szW4oYHerGW0sTcVZIueunXEaFutlZbKND3Tg2wLL5fxJKiZUFUQ6E+7iy9lQ35W392Vqkh5yy9sFyObMTvNHoTYR6OlLVpuOBGZFIRfDK76XMifci1V/Oy9sr8HcwMdajB2cnR4p0juyrNfHMgji2FbTyzp5K3lqSYDclOxeOV3Xy6cFqXlgYaye8nA/27NlDWlraf015qLS0VJiBix16Bupc6Onpob29nZycHLv1sK+vL6+88gozZ84ctNb8HYhEItavX8/ixYsBIWsJCAjgvvvu4+GHHwagt7fXfu7bb7/9b5/zH7M9uJANLLFYTEdHBydOnCAiIuK8HCwH4urRwXxxqIrrxoSws7AFkQhKmjVD9nIkYhH3TY9kbUY9we5Ktg6Qb0kNcbNb/UYMGBJv1xmQSUTMeucgdw/v/9xLPj6G3mjh93vG8dOJOr44WEVSoAvLp4Sz+kQdl6cGcqyygwdnRAHQ2WPk/jW53Dw+jAfWCrTiu0b2028za9RMiBJKSSt3lXGyXk9sWCC1Ggsxvs40dffyxaFq9EbB6XJEkAsnqjp4aVMO2wraMCo9CfR0YUSwK7PivZkR58WYcHd8VHIa1Hq+O1bL8p9yWfZjDp8fquZkVSd6k4V/z4ri2MMTmRjlwbt7KhixYi91nXoWJ/uxNrPBHlgA++DpU/NiuHZsGF/mCpnH4SYRTnIxLgoReTVtpDh24IgebUcLW3IFksRjc6J5+JeCc17L5EAXKtt6CPN0xNdFoCybDUKW5OwXjqenJ6NC+v2C+n6Hm3IbiTtNsiTF9rpjVZ08vL6AXpOFVy6O51hlB4/MirI/NzvB2y6r8z+BGXFevHJxPHdPCWNrhZFX9zfbA0uyr8BuHBhYZsZ5kx7mhpezHJFIRKiHI+9fOZxDZe28v6+KFYsS8HZR8uyOeu6YFstjl4xm1Oh0NtYpKWzRc1WIhmu/OM47eyr54fJwJkW4DPl3DTHeDeoAAI+qSURBVMSm3CZ+PFHPyksT/1Rggf++zOXvzLkolUoCAwOZO3cuVVVVzJo1C5VKxfPPP4+3tzdTpkz5S5I0f4SKigoaGxuZNWuW/TGFQsHkyZM5dOjQBTnHf88VPE9YLBbUajXt7e3n7K+cCykhbnTqjGh6TUR5OxHj48yHeysQi8VDZlfDA12RS8SMifBg7ck6Gm11fZPJxBtThQWqvEug0IIwtxLrq0LdY2JTJXx5Rf88xdS3DgiDaTeP4pXfS9ia38TIYDdunRDGjydquXl8KEcr2nnlkkT7e67+4gR3TAzjrR2lGCzwzWXhxNqa6QdKBemUvl7MBwfrOFjWgaNcQm2HHolYRIi7ksJGDWsy6tiTV4OLzMLiURHMHx5AjK8znk5yzBYrepOFLr0Rg0loans7y/FyFp5zVki5eXwoX143gqQAFS9uE8piH+6rtP+dv2T3qz5LxSImRXlQ3KzluQWxXDEqkILGbtbYZOZdlVKuTAuiq9fK8lnDsLgFMifGjerqaj4/LFCMY5S6IYctB8LDScaveU3MH+aLs1z4HUgRbtZGrXAt+1J3vVF4/IpRAby3pxK5RDzIqvmV30rYdOdoADS9Ju5ZnUeP0cLblw2jpEXLtelBTIzy4LdTLXbm2oIk30Hltb+KcRHuPDQzkk+uGo6Xs5yH1xfw6s4qNDYvncnRQskpu6k/qCR5SxkV6IijTFCPaNcaeXZBLKNCXVn+Uy4eTnKeWxjLe3srOFrZyUdXDWdkiDv13SYe2ljGnORg7piRyH0HQSqTs3apPz3tDRw4cIDjx49TVlZGV1fXICKO1Wrlg32VnGrU8NrF8TjK/9yie6EVhv83cKEm9B0cHPDz82PatGnk5uZSWVnJ/fff/z8yUNnYKNyLvr6+gx739fW1P/d38d9zBc8Dff0Vo9GIj4/PH/ZXzoV/z4rmte2l3DohjD3FrYjFIqo1Z9csu296JB/vr+SROTE8u6UQjVbLkSNHkGLmq2uTAcFFMtmmc5VX30WYpyP76q3UqfX2gUmAUS/tISnQhbcvS+K+1bnsLGwhLcydG8aG8MmBKm4YJ7hPfnRVsv09N36TSayvMzojfHSkmQ+vSubJWWH25080CX9332L54b5KNuQ0UtikoddkobSpi4bmdoJdZYyMCUFnslLVpiO7Rs3eklb2l7azr6SNvPpuajt7kEtEJPiruHl8CPdNiyQpQMUv2Q0s+OAYV36RYQ8SQyEl2JV4P2f2lbbzysXxXJoSQGePkSWfCCVEPxcFH1wxnM8OVvPUvBjGhLuT29jDZRMT2dXZr+11w3qBYTY3dOjNw3c3jMRqhey6LuK9FTRUCWKWvl5CqaHS1pfoe/dxWzlrTLg7rRoDpxq6mT3A4/5geQddehP3TA0nq1ZYVB/9pYCMajXPL4xjRqwXYpGIq0cHctFw4abdnNtEY9efd0mM8HJkVrw3T8yN5vsbUxgf6cFPJ+q57YccfjohlD7dHWV2G+29Jf3ZYLyvE7Ni3XFykOElM1JQ3UiouI0bEuV8uq+Mr4/UsGJRHN7Ocu5dncfFyX78e5agsL36ZD2v/F7Ki4vjKW/rYcFHJ3l4VhQ77xtHTHQUqamppKen4+fnh1arJTMzkwMHDpCfn09NfQOPbyzETSnj4ZmRf0oyvw99geq/LbhcSKOwvp5LUFAQixYtuiDHPRtO33ifr5r8+eAfRUX+O+jo6CAzMxNvb2+8vLzOW3TubPBWKZge683PWfUsnxLBV4erWV9iZHzC0INqrkoZi0f4s6e4lVEBSlasPcx1owOJjY1FLBazIMmXzblNgxR+K9t0eClFPLG1kg13pvPU/Fie2yKwnoY9t4vcJ6fxwZXJLPtR8Fu5Jj0Yb2cFz24p5JbxoXx3tIbnF8bbLYj7BjdfnRPAo2uzCZB28+2lwfxWZeW748JC3De70edjUtep59OD/dpSsaHuNHYZMFksNHcbzqCHq3usqHuM1LT3cKyyE63BTI/RTH2n3u4mORCjQlw5Ud3vBzM52pOm7l7UPUY+unI4k6I9adUYmPTmQUBgcL2xJJF57x9lcbIfV4wK5K2dZVw/JpjCJo19eDIt1M0eDGp6lcCZ1zvBx4Hc+m7mJ3hy4sQJXJwcAQNxfip2FrXRrhV2+TKpmChvJ/aXtjMxypNhAS6MDnPjkwNVvHJxPF8drqGgUWiMXfNlBvsfHE99p561mQ0EuytZl9nA+qxGbpsQyodXDqeoScO2/GYmRnkgFYvxdxUM6Zq6emnTGtAbLYhEIJOIcFPK8HIWlLadFRKGB7qQFCBsQI5UdLAmo56iJu2gz7UwyZecui6q2nsGlRjDXMTEB3nS3WsmyteF7FoYFevFC0nebDxZyXO7GpnmZyJEBc/9rMbVWcnKJfG4OjnQ0t3L81uLSQl25a1LExn/+gF6jBa2LR9jVzroW0ClUilOTk4EBATYKwWVDa2s2FjKWG8TMSItFRUGvL29//S0+X9j5nKh5V/+NxSR/fyEOaPGxkb8/fvtppubm8/IZv4q/jHB5a9i4PxKbGwswcHBVFVVXZA65RWjArn1+yxmxvvg6STHoBWzOruNfwUHD/n6i5J8ueObY6SoummzuiByD7LfJG9cmmQv4QxcGFt7rMR6O7Dow6NsXDaGh2dF88rvgihj0vO7yHx8Kj/ePIorPz9BVbuOx+bE8PZlSTyy/hQXjwwgp7aLG8aGIAK+PCwEiX9vq2e8n5X46CDeO6Hh4hH+7J0YypeHavjKRqXdOWBAMNVLGOYEQUjw72L+MB92FraiN1nsgaVPIt/dUYbeaOa1ixOI9HZiR2EL96wWvFymx3rx5LwYprx1iCA3B15cFE9Js4aaDj3XjHZmwQfH7Ofo+/4mRXmcMWAJcGWcnP37D9CmlRBgrMPNzReVaxDszSTeT1Ccza3v/v/aO+/wKMv0bZ8z6b33QgIJ6Z2ONEWKdHtddK2r4urqqrvuWtfuru5PBeunrl2aDem9iZBGCgmQkN4mmdRJpr/fH+F9zUACCZmQwpzHwXHozGTeMjPP/TzPfd/XhSAI2MhlhHjYU1zfOYh3KhIIeDvbklvVyrUpgbywsVOhWQBu+zSTL+9IZYyPE69uOUl5YwdXRHnzzu5T6AxGpkV4sTDBj4dmhaM3ClQ0qqlr1dCs1qE3dM4MHW3kuDva4Otih7VcRlF9O3lVLfx6qol3d5fQojadxMQFuDA53IOPDpTx0xlbgZHuMkJcbVDJHRnt40RhbRvtWgOvXx1HvUrLkz8eJ8rPmS/umcLG3Dq+zajguhgHvGnl8MF9FLQ7crBWxuNXRiBY2ZD68h5SQ9z4bHlKt6sP8TstDqgnGzSszNbwj8VJhLrKUSqVKJVKSktLsba2xsvLC29v7141E4rBZTg1EZpbuPJiKCKHh4fj7+/P1q1bSUlJAUCr1bJ7925effVVsxxjWAcXg8FAfn4+CoWCtLQ0aRvM2traLMFFLpfx1ysjeG3LCf55VRR//LiOvNoO8qpaiAs0TWoajUaOHTvGkkAVX5W58tSCGF7edJz3b0nG/nR/S/4zVxD73HYOlzYxN9aXzaf1ywoVasb6OrF45a/8eP8kHjEYefO0H0nKizs59MQMNjwwiQXv/kphbRsf35bC2zck8sbWE2gNAqmhbqzNqOLf18Ty6NrOrvv9NTL211Ty93mRNHfoeHxdPnNjfdnzl6nsOl7Pyj0l0naNGFgAXOysuTLGh1JlO+ldVhw9MdbXiaRgN1rUOjbndzYUbsj9XZdtXKgbznbWTAr3IPO07fOzC6LQGY3EPr9Tet2DM8JYnOjPzDcP4Odix6YVk1DrDLy8+SRPXzWWv/1wDC9nG1o1nYPuGB9HihTtPaoHP3XdFLKPl8LBU4z1dUKhUFB2qjOgelqpcbHv9O+pbdXg79rZpxHp40RBTRvR/s4kh7gR5efMO7tOsfKmRHYUKth/usfkVEM7C1Ye4vPbU5gTM5kr/ntQCtbxgS7sOl7PtmMKbKxkWFvJsbOW4+ZgI+nOtWsNtKr1tGsNVDSpUbRqUOvPzuVNGOXOrChvPtxXSl51K3nVpiWic6K9aGtW0mqwJm50IMX1HdS2aPjb3EjsbeS8s/sUrWo9T8yJRKs38pc1eaSGuvPx8jRsrOQ0deh4cUMB7rYGHk418uqGHLIaZDw+xZ0FScEgGIFzD5o/ZNewrUDBf69PwN3BBqPRiLOzM0FBQej1epqammhsbOTEiRNoNBrc3d2lYNNdye1wXLmYc1vMnC6UbW1tnDz5u9zPqVOnyMrKwtPTk9DQUB5++GFeeuklIiMjiYyM5KWXXsLR0ZGbb77ZLMcfMqXIRqMRne7sbZWeEPXBAFJSUkw8squrqyktLWXSpElmObdXN59g8mgP8k8UU9wsUKuxZtXNyVKyUqvVkpmZicFgICUlhdp2gRc2FHDT+GC2Fyh4cUmsJMjY3KFjwiudBlcLE/wla2N3BxtsrGUoWrX8dP8kth6r4/92/u4IuOfRywAZ0//dqa+19c9TCPV05GCxklV7TnHruADW/Xocg8GAp42e70tNB4Un50Tg4WTDT0drCfO0J9KuGSuDFoVtAD/m1nOqoX/biF2J9HXC19mW1FD303Ls9QgC3D8jjGB3B1buPsWqvb8Lfq67Zzxlje08vDqPKD8nvrkzDVsrOU/9WMCssd6szqgi1NOBrw7/3sWfEOhCdYuG+m7cKefE+PDIBBf+s72Iw/XWHHh8OkajkYOFVdy9+gRvz7BhVbaW/CYZr8wN4MrEUTz6/QlWzArnx+wanpgbSW2Lhpc3n2DhadmWm8cH88T6fDLKTQPuXVNDuW9aGIo2DQ98k9OtynBv8Xe145bxQbg72vB/O09167wJcPP4IFQdGk5W1TMuxJVGowMCcO+0UQS52/PV4UoOFCm5f0ZnYcfH+0spqm/nr1dGEOTeuSrblF/H6oxqHr58NK721lz17iEANt0VS3tLIwqFAq1Wi6enpyRz0tWxUWsw8tqWkzjbWbNiZniP+RWj0YjBYMBoNNLe3k5DQwONjY00Nzdjb28vvb+7uztWVlaoVCoOHz7MzJkzL/g+Xmx+++03Ro8ejbf3+cuzz8f06dP529/+xvXXX9/v99q1axezZs066/Hly5fz6aefIggCzz33HO+//z6NjY1MnDiRd999l/j4+G7ere8My+CiVCrJysrCx8en2/6Vuro6Tpw4wdSpU81ybu1aA/d9lcXDKXa8fbiZ2QmhHK9r47lFMbS0tJCRkYG7uzsJCQnSuew92cAvuTUkBblRquzgibm/2+2eqGtj4bu/AnBlmB1bSzpXEG4O1uiNAiqNgfX3TeCkQiXZIwN8dFsKk8M9eOqHY3yfXc3zi6K5YVwwlXUNPL0uCycHO+YmhfFNehXxPtYcr21lX4XpPZ022p1xbipOtMhRGBxICHRl0mgPovycKaxtI7uihayKZvKrW2lQ9e7zSApyxdPJhlAPBxKD3fBzsSW7soUDRUrG+Dhx47gg/F3teHNHMZ93EZO8IS2Q+6eH8fq2In4raSQpyI3Xro7B1krOf7YX42rfKS2zIN6PFzYep/20x87EMHfUOiNVzepuB+Dvrg2gQVHLn3YbeXZBFNenBQJwuKSR5f/LIuvvM1i16yTvH6hkeZw9aW4qvj5lw/2T/fi/w2189IcUbKyseObnQq5PDeSXvFoifZ0I93Lkze3F3fax3Dw+iAXxfiScNufanK9g1/F6cqpaJRFO6KySG+XlQHyAKxPD3QnxcKC6WcOm/LoetcygM1cV7edMibIdDHrc9I3U6B3x8XDlzqmjCPaw54fsGn7OqeWalEDmx/myIbeW9VnVLJ8UwoxIL2Qy2ekG15PE+Dvzx6mhvLzpBN+mV/HY7DH8cUqodDxBEFCpVNTX11NfX09TUxOOjo54e3sjc3Djjb01XJcayOzo83fci4j24waDQbIebmxsRKlUotfr8fDwwNnZmYqKCmbMmNHr9x1sDh48SFRUVL8KiETS0tJ48803WbBggRnObHAZVsGlu/xKd3uzDQ0N5OXlMX36dLOd385CBVszi5gX4cQXBXpGezsx2hU8VKWMHj2a0aNHn3UuH+0rwdpKTrtWj62VnLsuC5Oey61q4Zr3O3MIy2LdWJ//+4w43NuRU/XtvLIslnAvJ2746LD03JIkf15eGseBYiV3fZ5JiLst90dpSIgMo0Huzgf7y5gU7omPsy3rs6qZEeHB8eomvs87WzbklvGBzIj0prBORWZ5M3qDkRBPB6L9Oi1tfVzssLGS0dSup7lDh94oYDQKWMllONtZ42hrhZW8c8AqUqg6VXpVnbpcV0R5MyHMnd9KmnhkTZ4UGKBTBmfTionsKKznh+wadAaB6ZFe3D89DLkM/r2tiFaNgTJlO3dOCeWd3SUcrewshJgY5s7Msd68uuUktlbys/S/pgbbcnsURMYmMPPtdH57YhrOp426Ptpfyn+2F5P7z5n8eqqRu77I5pYJQTx+RTjv7TyOl7WGgupm3G07Vz9WTu68vlfBe7ck8dQPBcyI9CI+0IXnNhSibNdxos400S7i5WRLWqgbo70dT9swyNEbjbRrDZxUqMiraqWi6WxXyDOJ9nfm8rHedOgMHKtpIznYFVujhm351UQHevCnK2IIcLNjU14dqzOqmB/nx7Jkf/KrW3l3dwlTx3hy0/ggbK3kGIwCXx2u4EBxI49fGdHZZ/V25wRn36NT8TyPqZdOp0OpVLK/sJrPsxq5fgzEhXhJqxpb27571YirGoPBgEqlQqlUolAoJH0tT09PfHx8cHV1HdLbZPv27SMhIQE3N7fzv/gcCIJAbGwsX331lVnHrsFiyAQXQRDQarvfBgDT/EpKSso5O1ebmprIzMzsdknYH+779ACzRtlj7+HPnvxyTtS28PKSGOJGdy8dLggCT6zPY1lyINsLFMQEuHBNSqD0fNcA01VGHiA+0JXcqhaWJgXw0OWjueqdg6i7GF/tefQyqirKeeznEipUMu6fPor7pochl8mkwWZurC9ymYwtx+oIcZZhbK1n9anuf6TezjbcPimU+EAXGtt1nKpvl7adOssTQRBAjJ/CabkSLydbwrwcGOPtREyAMy0detZkVPFZN3L3Xk42rL1nPAeKO60CPBxtqW/TcN/0MKaM9kStM/DchuNoDUaa2nU8NT+SV7ecZO/phP1lYzy5cVwQD36bw/VpgXyXXnXWMT6e40haagrfZtby8uaT5D/9+3fgni+z2VekJP/pWTR36Jj8+j5mjfXi3RsTOVLaRHpZE7dOCOb+r7J4aqorDQ0N7Cltp0Zrx4ppwfwvR4WvmyPLJ4fwxaEKDpc2kVneQofOfE1uMyO9SAt1Q2cQyKlqxcnOiimjPahu1rC3sIYx9u38cVYMwQF+/JJbxw9Ha5gZ6cUN4wKpatKwck8JrvbWPDAjTAoYRytbeHtnMXNifbk6OYB//lTA99k1PHL5aEma6HwIgsC36VUcKmnkuQVRCNp2aVXT0tKCq6sr3t7e+Pj44OLi0ueEvNFoRK1Wk52djZ2dHd7e3tLKRhAEPDw88Pb2xsvL64IC2UCyZ88eUlNT+13lJQgCo0aNYuvWrYwbN85MZzd4DIvgcq78Sne0trZy6NAhZs+ebdZzzC04wbPbqrg72YlNx1tw9/alpk3PuzcmSTmVM+nQGnjou6PcNz2cb49UMDfWjyu6bCVsPpjFQ5s6t0Mui/CSmh4BSUbe39WO1fdM4K3tRazN/H1AXRQm4/GFSZS2ybj1087789GtSUwZ7YnWYOSX3NrOHIuzATdDC6cM7uixZspoTxpUGlbu+T3v0RO+LrZE+Djh72qPh2NnUlqrN9Ki1lPVrOZ4narbvEdXHr9yDLOjfVifXUNWeTPh3o7UtGgI83TgvulhONtZU6RQ8czPhWj0RiJ9nXjk8tH886cCqRLssjGeXJ8WyEPf5UpbeGdyT7ITKxakIZPLmfTaXq5PDeSxKyOk51Ne2o1Gb5QCTuzzO5kR6cWqmxLRGow8/F0uK29K5KP9pQS62XNVvB8dHR38d9tx1B0qpnq0k91sy5EGK+6dGkL8KF/WZdVwpLQJrUEgo6wZQx9+TtZyGdMivIgLcMbP1Q6lSkdWRTO21nJmRHohl8nYUViPjZWMyf5y3NQ1xMQlsLtMw5ZjdcyP82NJkh9KlY739pag1hn50/Qwwk6LpTaotPx3RzEyGTw0azQVjR3c9P8yADjw2GW4O9qc6/QkWtQ6XvjlBFF+TvxxSuhZ5l4ajYaGhgYUCgVKpRK5XC6taLy8vHolN6/RaEhPT8fZ2ZnY2FhkMpm0smltbZVyNW1tbbi4uEhFARcSyMzNzp07mThxYr8T8YIg4O3tTU5OzgVJyQw1hnxwEfMrvr6+xMbG9mp53N7ezt69e5kzZ45Zv3jHjx8n63gZ3xRb8eHtE3lpSxEgw9fFjsfnRPR4rDaNnr+szmH55FC+/K2C2yeHSrbD+fn5NKgF7vqhswTY18WOutbfm+5CPR0kEcIv/5hGh0bLXV/mmLz/6rvGEeXvxMf7y/jvzk515lU3JTI13I28vDwOlTZzVOWKrY0N0yI8MQqwr6gBnUEg7XQ115b8Oqkaqr/YWsl545pYAt3sOVis5FBJEz4utvi52FFc346bgzV3TR1FiIcDWoOR//1azme/VuBqb81fZo8m2s+ZR9bkkXtakHJimDv3Tgvj+V8KJVFJkUmjXPm1tHPLLO+fM5HJZOw+0cCfvj7K2nvGSWXH0BlMfF1s2fXIVOn/58f58vzCKJzsrHlkTS7PLIjC0daKe7/M5r/Xx+Nqb4MgCHy0v4xSZTv3jvOgslbBl5n1VKvgslFOzI71x93Dg/y6Dk7Wqahp0aBs1/3eECiT4WRnha+zHb6nzde0BiONKh0Z5c00d+gI9XSQhB13Hq+nrlXDtAgv5sX6oKwqJbe4kkKjH8VKLYuT/Jkf54tSpeP/HSijulnDvdNGERvQea16o5GvD1ey96SSFTPDGevnxDUfHKG4vp1XlsawOLFnL5Uzya5o5q0dxTx8+WiSgs+/7WM0GmlqapJWNe3t7bi7u0urmu5MtNRqNenp6bi5uXX7GxeDjCAIqNVqlEqltKqRy+VSUYCnpyc2Nr0LmObCaDSya9cupk6dip1d/5QYNBoNPj4+VFZWEhgYeP4/GOIMmeACnTdXRBAEysrKOH78+DnzKz29z86dO5kzZ47Z9mqVSiXp6enY2triHJbIpwfLeGVZHCu+PYq3sy1jvJ24d3p4j3/frjXw6Jocrk4J5PusahYl+jMvzo+CggIEQcAvdAyTX9sjvd7WWm5irSvmYWI9ZTw0wZ2fy635Oe93L5FQTwc++0MK7o7W/L8D5by9qzPI3JNox91zU3FysEep0rIpv449JxrwdLIlKdgVBxsriuvbKaxtQy6DUE9HQj3sEHRqlE0tHKtupajZiEItp0P/+1fF1d6auAAXJoZ7EO3njL2NHGW7jiKFisLaNrR6I2N8nPBxtu3sdq9pY1yoG9ekBOLnaocgCGwtUPDm9mJqWjQsSvDjL7PHkF7WxIpvc6XjTAxz55ErxvD0TwUcr1MRG+BMfnXnqmVelDubCpsAOPDXy3B36AwEd36RjUqj55s706TvjFEQiH9hFynBrnz5x07F6tjnd3LbxGAWJfgRH+jKlmN1NLTpuGl8ENkVzXxysJz/XBsnzdT3nmzg/x0o47rUQObG+qBQNvFLdgUHTzXR2K7Hyd6GYA9HgrxdcXWyRy7rXOW1qvXUq3TUt2kxCgK2VnIifZ2IDXDB39WO43Vt7C9S0qrWM36UO3NifQnxcEBvMPDd7qNsPt6Mp6cHt00aRUqIG1XNGj4+UEpDm447JoeQfFoRWxAEdp9o4H+HKliU4MeSJH++PVLFCxuPExfgwpd3pJ5XxVjEKAh8crCcY9Wt/POqsbg5XNig3dHRgUKhoL6+nsbGRmnLS+x7EVcsXl5exMTEnPc33rUowGAw0NLSIq1qOjo6cHV1lVY1F8MuWK/Xs2fPHqZPn95rQ7CeUCqVhIWF0dTU1O/8zVBgSAaXvuRXukOv17Nt2zauuOIKs8xkysrKKCwsxM/PD7VazYQJE/ghu5qCmlbumDKKx9bmEuzuQHygKzdP6NnmVaMz8NjaXJYkBbDnRAOhng5M89Gg0+mIj4/HYBSIfW679PqupcoAgY5QdbrS9cNbErGztuIPn2WaHCPKz5nXFoZTfjKfw432fHa0M+k8dbQHj86OkMQYFa0aDp5qZH+RksZ2HQFu9kT7OeNsb4UgdOqf1bRoaGjToNHp0Wm1aLUadHoDNjbW2NraYmtrh7WVFU521gS62RHgZo/eKKA3GCmobUOp0hHh48ScGB8Sg12lwXZjXh3/t6uY6mYNMyK9ePjy0fi62PLSphMmPTJXRHnzzIIoZvxnPwKdsjFiKXC4hy2nGjtXuq8ti2VhQmdX8ZZjdXy8v4wF8X78YdLvza6lynbmv3NIyrFAZ3BZPjGYUV6O3DguCK3eyL1fZfPRrclYyWWszaymsLaNJ+dGSAFGqzfy1eEK9p5UEhfgwhXR3p06bgYd5dV1nKhUUF7XhCC3xs3dHS8PN4K8PfB2scfWWkZJQwf51a3kVLWgVOkIcLNjQpgHk8M9pBxJRWMHP2RXsyu/krFuAvfOSSLUx43C2jb+d6gctc7InVNCpZUKdOZVVu0pIT7Qhdsnh1DVpGbJe52FIOvuGX+WCOe5aFBpeW5DIVNGe3JDWqDZBmiDwYBSqZRWNeJOhZubG3FxcSalzr2l66qmvb1dWtU0NTVhY2MjFQV4eHgMiEaXRqNh//79zJw5s98T2bKyMuLj49HpdP0OVEOBIRVctFot7e3tZGVlAb3Lr3SHIAhs3ryZmTNnXtDfi4iNkbW1taSkpKBWqykpKWHy5MkA/GfbSUI8OoPKf7afxNvJliljvFh0jm0Hrd7I4+vymB/vS2lDB8fKavlDnD0pyb/rhL21vUgyH4sPdJG2h6DT9rZd2yk/7+dix+e3p5BT1cqja01NfnydrHj/lhSi/F3Ir27lxY3HJUvcBfG+3DohmPhAV6zknQ6gNS0a8mtaya9qpbihHc3p4gFbazku9tY421njZNvpk6Nqb6elTYWyVY1asEJmbYOdrR1ODrZE+joTF+BCQpArXqcHS6MgkFPZwuqMatZldW7/LUrw466poYR6OvD14Upe21oknbuXkw23TQxhWZI/M948gIONFaGeDlKeRS4D0QNrfpwv/76mU8RTpdXz4Dc5CAK8c2OCVCUGsCm/jr+syWNJoj8vL40BYNJre1ma5E9zh1567PND5bg72rAoofMz/C69iqyKZv551VjJ7A06v2O5Va3sOtFAkUKFWmfA2kqOm4M1NnIZGo2GprZ2mlQaDAYjNra2eDrbExXoTkKwBwmBLiYVWnWtGjbnK9hX1ICXow1R9s1EechJSUnh19JWvkuvws/VltsmhBDu/fvefklDOyv3lOBiZ81900fhaGPFsvcPU9Gk5rHZY7hjcu9X/NApOfP+3hKemBPZp4DUV1paWkhPT8fFxQVBEGhubsbJyUla1bi5ufV5sO66qhEbOMVg05sGzguhvb2dQ4cOmaV46NixY1x++eW0tLQM6eq43jKkgktNTQ2ZmZl9yq/0xJYtW5gyZcoFV3CIjZF6vZ7U1FQcHBzO6p8xGgUeXZvLzeODaVHr2XqsDp1BYEGCH5dH9Vz/rzMYeeqHfJKC3NC2dVr9vnfHFJPB8HhtG4tW/ir9f6yfI/m1vzfohXo6UNWkRm8UmBjmzouLo1nz6wne+62BM/nn/LEsTvLDWi7j1+JG/rvrFAWntbKc7ay4bWII08Z4EhPgjJ216exOozfQqjbQptGj0hiQyTorxqzlMpxt5ejbW2hp7EzmAtLgoLZyIrtKxY9HayRb3hAPe+6aOop5sb4ArM2sMgkq0FkC/JcrxrDreD2vbDnJpHAPfitplIKJvbUM9entOS8nW/Y++nsv06ubT2AEqbHP5B78VMDazGoenBHG/TM6n7vvq2zkMhl6o8D7NyciO72yuu/ro/z7mlg8HDsH//1FSj7aX8qdU0KZOsazx8Fab+zcAtPqBQQEHGyscLSVo27vrKxSKBS0tLTg4uKCh6cXDYITmdVqsipa8Ha25YpobyYEO5OXk41asOakwZv9xY1MCvfghrQgkwR8mbKD9/eVoDcI3DctjFBPB17cdJxvjlQxMcyd929O6vUWmPg5v7XjFO1aA0/MieizmnFfaG5uJjMzk1GjRhEe3vlZ6HQ6GhoapFWNmNzuT4VY1wZOsdS5awOnGGjc3d0veKxpa2sjIyPDLKXDhw8f5qabbqKmpmbQixTMwZAJLkajkR07djBq1Kg+5Vd6Yvv27YwbN+6C9i5bW1tJT0/H3d2d+Ph4aYlaX19Pfn6+yRdJpdHz4DdHeXpBFL+eauRoRTNNHTpunxzKxPCem6o6k8SlZBbXMt5XYHetLc8siCLcu9MHRKvV8lt6Jn/a0sppVXUuG+NpIlQIneq5Yld4ijc8tySeomaBR9Z0b1f66rIYZkR64WxnTUFNG7uO1/PFb5U0dfzeYyQDpp8uiQ1yd8DD0aZTQcBKhpVchlwmQ6M30q7Vo9IaqG/TUlyv4rdiJVlVplVc44IcuDYtmOlRfrjaW5NR1synv5af1TCYGOTK/dPDGOvnxOVvHQQ6A01Xj/pEHyuOKn4v+83950yTfMjmfAWVTR28e2PiWYNj4r92EeHrxJ1TQlkQ37mF9t6eEj7/rYKFCX5clxooebDkV7eyak8J/7k2DpvTVscqjZ6P9peRU9XClTE+TI/wOq+9b1eaOnQcq24ls6yRrDIlqg4NfrZa4rysmDDGGz8fH2zs7PlmVxaZSmscnFxYlhzAtAgvk+738sYOPtxXilpv5O6po4jwceSrw5W8uKlTj27nw1Pw66PEf15VK29sO8ntk0KYMbb/XebnQmwTGD16NKNGdV8GLa5kxEDT1tZmUurs7Ox8QaXO52vgFANZX3Y7mpubycnJ4bLLLuvT+XTH7t27WbFiBcXFxZbgYm7UarXZbuquXbtITEzsc9dsTU0NOTk53TZGNjY2kp2dfZY0RW2LhsfX5fLk3LEU1av4OaeGDq2Bh68YQ8ppe9ye+Pm3Qv7foWr+Mj+BLw6VMz3Sm0UxbmRmZuLk5ERMTAwZlSru/CJb+pupoz3OquzysoeG0315/q52vHk6Ef2/Q+UmeYyu3Dw+iHmxvsQFuuBgY4VSpeVUQ2dyf+9JJZnlzWcJKPaEv6sdKSGdTpbhXo6EuspRtzZRWlXH4dImjihtyFKcrZ81McydWyYEkxbqxopvc8kobybKzwm5TCYpEQNcFWbFLyWdgcXT0Ya9j06VPpuqZjX//LGA2AAXYvyduSreVNVV0aphxpsHmBzuwSNXjCb+tC7cwWIld36RzSe3JZNd2cI9XXo+thcq2JRXxwuLoiVtOOic4e8orOfXU01UN6txsLHCy9kGLydbnGyt0OiNaPRG1Doj9Sotrafvn5uDNWN9nUkMciU2wAVHWyuMRiMNSiX7C6rYVqikss1AnLc1V6eGEBMWYJKDOFbTyqcHyxGAu6eGEunrzK7j9dz/TWfl4Nd/TO1VNVdXdAYjH+4r5VRDO3+fFymt1AYKsfJz7NixBAf3nJs8E7VaLa1qGhoasLa2llY1np6eF5SfOLOBUywKaGlpwcnJSVrVnK+BU6lUUlhYKG2V94cNGzbwr3/9i9zc3PO/eBgwpIKLOa2O9+7dS3R0ND4+vZOnEASBoqIiTp06RWJiYrey083NzRw5coQrrrjirOea2nU8ujaXP00Pp12r54O9JdhYybk2NZAFCT3nYCorK8krKmdNmR2LkwIorVWyO7+KP1/mz/j4scjl8s6af0Hg4dW5bCv4fcafHORCVqWpmKEo6CjylytGsyTJn7yqVr4+Uik1JHaHvbWcO6aEkhjowigvR3ycbXG0tepVwFfrDNS2aihp6OBUvYqvj1RR3tjR4+sXRDhydUoA/t6e/GXdMQpr27CzljN+lPtZq7M5ITK2lHd+TefF+vLva2Klc2rq0Em5lEMljby0JOasY32bXslzG44zM9KLt66Ll7aLWtV6Jr62l6P/mMG9Xx7lo1uTTK51f5GSTw6W8cScCCJ9u99e1eqNNKi0NKi0qDQG7G3k2FrLsbfuDDoudtZn3T+VVs/hkib2nGygXNnBWC9b/PU1jI8MxN7e3kRupdroyrZSLYEeTtw+OZQQDwd+PdXIHz/PAuD/ro/vkwSLyKn6dl7adJwlSQEsiPcd8JmyQqEgJyeH6OjofpXZGo1GGhsbpVVNR0eHtOoQK8Qu5D3FfxqNRlrRNDZ2TuA8PT3x8vLqdnuuvr6e4uJiJkyYcMHXJPLdd9/x4Ycf8uuvv57/xcOAERtcDhw4wOjRoyXfgnOh1+vJycmhpaWF1NTUHiWv29raOHjwIFdeeWW3z6s0eh5bm8uN44JxdbDmre1FeDt3+s2vmHW2PAx0imyWlJQwfsJEnl2fSV29kuvGj+LLnFauSwuU8hMi4iy8K4lBLhw9I8gEuNmh0hhMVh5/mxvBvFhfSpUdHDzVaOISOdC42ltzbUoA0yI88bPTs/pIOZ9kdRYY2FtDjK8DmVWmwWhetAebCn5fob1zQ4KJM6RKo+fh1Z05r/8dKuftG0yT+CI3/7/0TsVeQTAxWIPOirHsp2bw4b5SEoNcJVtokepmNe/sPoUMGdekBJB0uuqtLzS2a8mvbiOjrIljNW1YW8mYEObBtAhPHA0qcnJyTGbz7VoD6zMr2ZRbQ7iLwDi3dlztZNQYXXl+X2e13AuLorg6OaDPQcFgFPj8UDmHS5v551WRkiL0QFJbW0tubi7x8fFm8woRae+Sz2psbMTBwcGk1PlCiwLElU1LS4sUaLpr4Kyrq6O8vNwsHfWffPIJP/zwA9u3bz//i4cBQyq46PV6s/lFHzp0iODgYIKCgs75uvb2djIzM7GxsSE5OfmcicOOjg52797N3Llze/xRa/VG/vZ9HrOifIjyc+aFXwpJCnKjukXNvxbHmGyxQOcP78SJE3h6elJdXU27axjf5TZy64Rg8qtbKW/s4M+zRhPs8fsWSWVlJbszCvhXpukPp2upblfG+DhS1aQxkSmZOtqDWyYEExfoQlWTmmM1bRytbDGxIu4PU0Z7kBTkSkKQK8nBbtSrtPyQXcPHB343Jov0ccJaLnCs1lRJ2NPBikAXa3Lrfu97OrOjvL5Ny99/OMYt44P49NdyXlgUbXKPRE7UtXH9R+ksnxRCh87A37oIiEJncHnvpkSSQ1z5y5o83r85qVuF3+J6FRtyajla2YKbgw2Rvk6M8nLE0cZK0lhr6dDRrO7UYStr7KCyUY1Ap+J1tL8zqSFuRPs7S3mcqqoqjh07Jg26BTVtrM2qokzZwaIEf+bE+mAjl7H1mIKHT+fQlsdYk+quwdPTw6QxsTcU1rbxxtaTzIvz4+pk/4uyr19dXc2xY8dISEjo9S7ChaLX601KnfV6vYmq84VUjnbXwKlUKmlqakIul+Pg4IDBYCAtLa3f5cPvvPMOBw8e5Mcff+zX+wwVRmxwSU9Px8fHh9DQ0B5fo1QqyczMJCAggOjo6PPOcsTmzCuvvPKcNfMGo8BzPxcQ7e/C9Egv/v5DPldE+bDnRD0vL4vD1+X3hGt1dTW5ubnY29uTmJiIk5MTar2R9/eWUt7YwdXJAazOqCLY3Z67LwulrqKUiooKkpKS8PT0lPo3unKm+2NXQj0d0BsEqppNhRMdbOQsTepcWYR6dibxm9o7/U7aNHpa1XraNHoMxt+/LjZWnWXKLnbWuDvaEOhmj4OtnJpmDcdq2thyrI6dx02r18K9HHGxt5aEKLvi62JLtLcte079nmv56xR3FqeEmsxCT9SpeGnTce6fHsb7+0r5yxVjTHo+uvL3H46RXtbMwnhfxo1yZ/Jo0xzcX9flUVTfzrp7xrM+q5raVg33TQvr9r1EWtV6ycSsXWugXWfAYBRwc7DG1d4GNwdrgt0dCHK371GKvrS0lKKiIoIjYjlSq2dnYT3h3k5cmxLAWD9njILAF4cqeGVLpx/Hq8tiWBjvh0wmk2br9fX1KJVKHBwcJAfW7iqfNHqD9H16/MoIfFz610neWyoqKjh+/DhJSUl4eXmd/w/MiCAItLW1mVTpOTs7m5Q696coQK/X09LSQklJCe3t7RiNxn43cL766qsUFxfz1Vdf9envhiojNrhkZWXh5uYmlTqeidgYGR0dTUgPzpLdnV9vmzMFQeCNrSdxsrPihrRgnvoxn9HeTuRVtfDE3EhiA1xpb2/nt99+Q6PREBkZib+/v4mExEmFije2nmRiuAcR3g68s62AOHcjf16Qipur6WDaoNJyzQeHqWs1ldCJC3A5y2SqK+FejuiNRhpUOhPl4u5wsJHjaNvZZAnQoTPQoTv3NmaQuz3uDja0aw09esbMi/Ult6rFRCn4mkQfHpjiR2ND5+Cg1+vx8vLiiNKGw1Va7p0ezv/tLOap+WOlKq8zKVKoeHhNLpPCPShTdvDODQnSqkGksknNlf93kPynZyEIAs9uKGRSuAfz48y7fSMiCAJHcgrZmFtNucEVdycHrozxZkakF3bWVrRp9Dz7cyG/5HUWYXz2h2TGh/XcRCzO1sUueKPRiJeXFz4+Pnh5eZFT0847u05xy4TgC8rNXChlZWUUFRWRnJzc5ybogUCr1ZqUOstkMpNS5wtptq6uriY/P5+4uDjs7e2lVU1zczM2NjYmDpy9aeB8+umnUalUfPDBBxdyiUOOERtccnJycHBwICIiwuRxsTGypqaGlJSUPlWTGY1GtmzZ0qfmzP/9WkZGWTNPL4hidXolR8qa0OqNjAtyIFpWRYC/PzY2NjQ0NNDa2oqbmxs+Pj74+vri6OiIIAisSS/nm19PMTPUFr/AYDbm17Mo0Z8F8b5n9aUIgsBPObU8+f2xs84l0tepR5n4rshlnZ3+OoNAm0aPlVyGzmCkTWOQnjcYBWnlYjz9FfJ0tEUug+L6dlTnCVRpoW442VqdZVF8VZgVz183HsculVKCIHCqRslLm04Q7KDDWabhUL0tT8wKJGZUQLdJXEEQePDbHBpUOu6fHsaO4/U8u6B7McDY53fy8a1JTB7ticHYGWCC3Tt7cnpaefQFQRA4qVBxsLiRbTllyAw6rp04htnxgVJj5tHKFu74XxYdOgOhng58eEsSId1s853vOC0tLSgUCkqqFXyX3461rS33Tw0kLNDvosihQKfjYUlJCampqUNSxsRoNEr3qb6+HpVKhZubmxRselPqXFtbS15eHomJiXh7e59V6tzc3GzSwOnh4SGpBfSkRPDoo4/i5OTEm2++ORCXfdEZUsFFXG6ag/z8fKysrEzURbVaLVlZWeh0Oqkxsq9s3ryZadOm9anDN7eqhde3nGDFrNFYy+W8tCEXR0M7Ohsnnlkcx2jvzh+9Wq1GoVBI6rKOjo64ubmhUChwcfcit8ONXScaWJjgjyAIbMyrIzXUjRvHBUnd8F1RafW8ub3YxMFRxNZKTqinA7UtGsk6eCAJdrcnwseJzIpmmjvOPt4T42yJ9+vcGuw6i2zXGvjfr+VkVTTzp+lhrM+uwcEKrot2oLmxAaVSib29PT4+Pvj4+Eid3Wszq9icr2CMjxMdOgO3jA8m0rf7Fc6nB8t4bWuRpJYsCALrs2vYkFPL1SkBXBHlfVau7Fxo9UaK69s5WtnC4dJGmjv0RPg44kcToQ5aJo9Pw97enla1nje2FbE6o1PpevmkEB6+PPysCUNfMAoC67Nq+CW3lrsnBxJsr5W+T6KulyiHYu4ucLHisqKigrS0tIviBW8O1Gq1tKJpaGjA1tbWpNT5zFXHmYGlO7qWOouyNEqlkpaWlh4bOO+77z5Gjx7NCy+8MGDXunLlSl5//XWqq6uJi4vjrbfeYtq0aQNyrBEbXAoLCzEYDMTGxgKdjZEZGRm4urqSkJBwwcm3bdu2MXHixD7/cNo0ev71SyH2ehWpLi1sbXDH3dkBRZuOtFA3lk8KMZkl6/V6ioqKKC8vRyaTYW1t3Tl4enqzs1TDjuMNLEn0x9PJhtUZVbg72HDT+CCi/bqfdWkNRjbl1XW7oulKoJs9AgIyZGflZXqDv6sdPs62CKev+UwV4668eW0ck4IdOJqdhYeHh4kqg1pn4IejNWzOV3DLhKBOd86sau6dFsak8N+3WbpuC4kqAe027nxdoEVmZc1zC6P5z/Yi3r4hocfzEEUtX1gUzTUpAdLjHToD32fVsK9IiVzWuYU4yssBNwcbrOWdDaWtaj0NKh1KlZaKpg5a1XpsrOSEezuSEOjK+FHuONvKyMrKwmg0Eh2XwLqjCkmZwN/VjnduSOgxZ9QXjtW08ub2YqZFdJqEWXcJHl11vbpuM4qDaH8VfQVB4MSJE1RXV5OWltZvb5PBwmAwmJQ6i6sO8T61traSm5tLYmJirwsUupY6a7VaE1ka0VKgqKiI3bt3c8UVV/Dkk08OyLV9++233HbbbaxcuZKpU6fy/vvv89FHH5Gfn3/O3PSFMmKDy8mTJ+no6CAhIYHa2lqOHj1KeHg4Y8aM6dfWwI4dO0hNTcXd3b1Pf6fX68nOzmbbyRYKO5x5fnEMB081sfWYgmg/Z/KqW3lybgSjvZ0QBIGSkhJOnTpFfHy8ZJwkDqA6nQ5Xd0/SG205VKkhMdiNlGBXDpxq5GSdivFh7iyI9zvntopaZ2BfkZI3thVJkv4DzSOXj2ZZcgDezp2rrMbGRrKysggJCZE+l8qmDr49UsWxmlauivfDz8WOTw6WMS3CixtPuyr2hCAInKhQ8M8NJ7ESdEz10ZHbas91yX5Mjg4+50o1u6KZm/5fRo/NiGqdgfLGDkoaOmhR69EbjRiMAi721ng52uLpZEugux2u9qZ791qtloO/pfNrHXyW+3uwfuPqWObG+ppl261FrePd3SW0dOj5yxWjz5uwF5Pd4raQKEkjrv762gEvCAIFBQXU19eTlpZmNt2uwUYUwxQDjWhcJhYKXYhsjNhqIa5q2tra2LZtG2+++Sa5ubkEBgZy++23c9VVVzFp0iSzim1OnDiR1NRUVq1aJT0WExPD0qVLefnll812HJEhFVx6Y3XcW06dOkVTUxMuLi7nbIzsK7t37yYhIaFPuZqOjg5Jrj8uLo6aNgP/2nSCG8cFEenrxJvbi7GzltOg0pIU5MpkDxXtLY0kJyfj6upq8l6CINDa2ioFmtbWNupx4VC9FWqjNVcl+OPmYMP2AgU1LRouG+PJZRGehHud7aNxJgajQHljB5nlzew9qeRAsbLXHfoiIR72XBntw5TRnVplPXV919TUkJeXR1RUFB6+/uw+3sCWYwrsbeRcmxJIZZOan3JqSAh0ZfmkkF4ZW9W3afnrujzCvR3xc7EjwtOWLXnVXD+mM5A5OTlJA6irq+tZ9+PHozU8+f0x/nrlGG6fdOESRIIgcKymjVW7i9l+/Pec0lPzIlmWHGA23S690ciajGq2HlNw77RRkkdQX+lq9tW1A97Hx6fbbaGuCIJAfn4+jY2NpKWlXdBW83Cgrq6Oo0ePMmrUKLRarVQ80bXU+UJWf+KKZt++fSxevJj58+fj5ubGpk2bmD59OuvWrTPL+Wu1WhwdHVm9ejXLli2THv/zn/9MVlYWu3fvNstxujJig0tJSQnFxcVYWVmdszGyr+zbt4+oqKheL4lFyQsfHx/Gjh2LlZWVJJC4ak8Jpxraefjy0ZQ3dvDx/lLQqGjVGrkqOZRbJ4Wed/9d9MtQKBRUKRrJa7Ujv9kab1dHZkT5Ym0lJ7uihZKGdrydbZk82oNJ4R74OF+cctQzEVdlh/JP0eIYSK5Ch1HotPcd7e3I3pNKjla2MC/Ol0UJfr3OdRQpVPxr43Gi/V3QGTp1t578Pp+VNyXiYGMlCSOKs3W5XC4Fmq4DaE5lCzd8nA7An6aHsSzJnyB3+x4Djc5gpKZFw5HSJr5LryK7S4l1uCvckerJsssSsDJzfuNAkZKPDpRxVZwvy5IDzLICgt874MX7pNFopET0mb0iRqOR3Nxc2traSEtL6/fW2lClrq6OnJwcEhIS8PXtbGruOslraGiQVn9ioOlu8tITv/76K8uWLePll1/mT3/6EzKZDIPBQENDg3S8/lJVVUVQUBD79+9nypQp0uMvvfQSn332GYWFhWY5TldGZHDp6Ojg0KFD6PV6pk+fblbP7b50/ldWVpKXl0dERIQkxnnmF668sYO3dhTj7SAnxaGerEZbjqtsGePjxMk6FYsS/Vmc6Geyf94TOp1O2lMvrqrnWLOcE222WNnYMm2sL2N8nKlr1XC4tAmlSou9jRVRfs7E+jsT5e+Mr4tdn7vPz4cgCNSrtBTWtHGspo1DJ6poalMTG+ojiVkeKmniaEUzoZ6OLErwIym49z9M6NQB++ZwJaO8HLGRy/jTjDAeWZ3H0wvGMsrz7C0a0S1RDMpdB1AfHx9sbG3ZekzB374/hlrfe8WIBfG+XJ8ayChngbycbEJDQ8/Sp+svJxUq3tl1ilAPB+6ZNqpbRQJzIQgCKpVK+k41NzdLvSJeXl6UlJSg0WhITU0dcr725qK7wNId4mpGLAqQy+VSSfi5HDKPHDnC4sWLee6553jooYcGrJpPDC4HDhww0UF78cUX+fzzzykoKDD7MYdUcOnJ6rgviCsFV1dXtFqtSZQ2B4cOHSIkJOSc+khicrOsrIy4uDi8vb3PuTfb0NDAd7uPslthx3UTwpg51puVu0to6tDh4WhDkULFjeOCmB3t0+sZqtFolBLdlTV15DcYqdDao9BY4WBvR3ygKzH+LsjlMqqb1RTUtqFo1SAInZL6vi52+LrY4eZgjZuDDW721jjZWWMll2El60xmGwUBjd54ut/FQFO7HuVpna3aVg1qnREZ4OFkQ5SvE0JLLR0daqw9g8itaadDZyDaz5lZY71JCHLt8+xbpdXz2pYiQKBVbSAxyIWlSQH8dV0eD84M75WQoziAioGmu/xDY7uOqmY1HVoDGr0RR1srXOxtcHe0xtvJ1mRAqK+v5+jRo0RGRva6f6o31LZoWLnnFBq9kQdmhPe5TNkcdJ281NV19uH4+fnh6+uLl5fXiDC46opCoeDo0aPnDSxnYjQaJVVnhUJhYvUsesnI5XKysrJYsGABf//733nssccGtEz8kt8W629wKS8vp6CggKioKBwcHCgsLDSLFHZXDh8+jL+/f48Dh16v5+jRo7S2tpKYmIiLi8s5vzQVFRUUFhYSExODr3+nLe3O4/XcNy0MLydbPv21nOpmNdZyGR06A1PHeHJNSkCfFGy79j8oFAqaWlU0y12o0jpQ3SGjVWNEJpPh62JHuJcDvi52CHRK79tay9HojTR36GjTGDAaBQyCgMEoIJPJcLCRY2dthb2NHFd7a+ys5RgEAaOxM9FcpuwUslQom7CRw6SoYJJC3EkMcsXF/sIGI6Mg8NPRWr7PrmbcKHeOlDbx51mjcXe04bkNhTw+J4IY/wvbBhVnoOJ2h42NjRRozle+27Wprjcr297Qotbx0f4yiuvbuX96mFmqyvqDXq8nMzMTQRAIDw+XKqva29vx8PCQts+Ge1L/QgNLd3R0dEirmvz8fP75z3+SlJTEwYMHeeSRR3j22WcvSv/RxIkTSUtLY+XKldJjsbGxLFmyZOQn9C80uBiNRgoKCqiurpYaI5VKJUePHj1LHr+/ZGRk4OXl1a0XhVqtJj09HSsrKxISErCzs+vxSyMIAsePH6e6upqkpCSTLuamdh0f7i/lpELF9WmBJAa68tXhSo5WtuDnakeLWo+bgzU3pgWREOTa7fufi/b29t8DTVOTtNUhc/KgrkNGXasWRZsGRZsWRasWjf73hkjx29L1ssTVjkwmw9nOCh9nO/xd7fBztcPbHhrLCvFydyUuLq5f1S9GQWDvSSVfHConys+ZmhYN7o42PDQrnAPFjazPqubZBVF98lk5F2JZqniv9Hq9NPv09vY22QoqKyvj5MmTZpM6UWn1fPlbJYdLGrljSihTRvfNOmIg0Ol0ZGZmYmVlRXJysslneaaApKOjoxRoLsRVcjARA8tACW1++OGHPPfcc9jb26PRaLj88stZuHAh991334AGGbEU+b333mPy5Ml88MEHfPjhh+Tl5fXordMfhlRwgc7Klb7QtTEyJSVFmjGdSx6/P4hbbqNHjzZ5XDRB8vLyIioqSkrcd4eowtzR0UFycnKPs7xWtZ7v0ivZV6RkQbwfs6N9+Cmnhh2F9YzycqRNradFrWfmWC9mR/uYaJb1lp5m6r6+vv1y6IPfHQcDAgIYO3bsBf9wtHojP+fW8nNOLaO9HdHojShVOh6aFY6rvTVvbCsi1MOB+2eEnSXvYi7OrNJra2uT1BQ6OjokK+z+dqR36Ax8fbiS/UVKbp4QxOVjvYeEcZRWqyUjIwM7OzsSExPPOUnQ6/UmxRNdXSW9vb0vSGrlYiFaA8TFxZk9sACcOHGCefPm8Yc//IGXXnqJ48ePs2HDBgoKCvjoo4/MfrwzWblyJa+99hrV1dXEx8fz5ptvmsVFszuGdXA5V2NkW1sbBw4cYM6cOWY9v5ycHOzt7YmM/F1dVxSfHD16NCEhIZIHS3d0dHSQlZWFra3tWd3oPdF1cJ0U7sE1KQHkV7eyIbeW+jatVFGlNxiZMtqT2TE+BF7A7F1stBMHUKPRKG0J9XVPva6ujtzcXCIiIi6oQUsQBLIqWvgpp4aKRjWjvR1pPW21vHxSCBE+Tnx+qJyjlS08Ojuix+77gUJUUygpKUGtVmNvb4+fn5+JSkBfUGn0fJtexd6TDdwwLog5MT5mL664UDQaDenp6Tg7OxMfH9+na+vqKqlQKFCpVFL+QVR0HgrBEzrzZdnZ2QOyYgEoLi5m/vz5XHvttfz73/8eVqu5C2HIBRetVktvTul8jZG9kce/ELrKygiCwMmTJykpKZGaHc/1hWlubpbKknujwnwmRkFgz4kGvs+uQSaD+XG+TBjlwd6iBrbkK5DLZLjYW9Om0dOuNZAQ5MqEUe4kBbv2Sb4Efh8UxEDT3t6Op6cnvr6++Pj4nLPstLy8nBMnTvR59qfRG8goa+ZAcSN51a2EeTkgl8kobWgnzNuRa1MC8XOx46vDFWSWN3PrxBCmR/TsaT+QiGW4ra2tJCUlmWw1AtLgeb6g3NSu4/PfKjha0cwN44K4PMp7yAQV+L1Hy93dnbi4uH7f6675B1GSRtw+GwhJmt4iFmLExsaaLV/WldLSUubNm8fChQt5++23R3xggWEYXARBoLi4mOLiYhISEnr8Imi1Wnbs2MHs2bPNWsVSUFCA0WgkKiqKnJwcmpqaSExMPG9de01NDfn5+SZlyf2hsV3LpjwFu07U4+dix6IEP8K8HNleWM9vJU20qnVYW8mxtZJL3eQx/i6MH+VObIBLr5oSu9K1oqq5uRkXFxcp0IiCiGKwraysJDk5+bwqBlqDkeO1bfxW0kRGeTOC0GkHrDcKtKn12FrLuSrel5mR3hytbGFtZjUqrZ5rUgIHLajA72oLer2elJQUk9xLd0FZTHR3FS2sbdHw6a/llCnbuWV8MJNHewyZGbxIe3s76enpeHt7Ex0dbfbzO3OlbDAYpPLdM3NaA8lAB5bKykrmzp3L7Nmzee+99y6JwALDLLjo9Xpyc3NpamoiNTX1rO71rogKxrNmzTJrc9eJEydob2+nvb1TPj4hIQF7+56b7MRgWFpaOmCGSaXKdjbk1JJR3kyQuz1TRnsyfpQ7JQ3t7C9uJLeqBVsrOTIZqHVGxIpfays5YZ4OjPVzJtzLkQA3ezydbM47c9ZqtdKA0NDQIM0+W1tb6ejoIDU11USpWGcwUtuioVTZQZFCxUmFitpWDdbyTgl/a7kMmazTZTPc24npEZ6kjXLnRJ2K7QUKcqtaSQp25ZqUQILcB9458VxotVoyMzOxtrYmKSnpvBMXcUUjyoe04sDeOhs02HDXtHBSQtwvzon3EZVKRXp6On5+fv3Kl/WWrjmt+vp6WltbcXV1lQJNXyVpektDQwPZ2dkDFlhqamqYN28eU6ZM4eOPPzarnMtQZ8gFl56sjjs6OsjIyMDa2vqs2WJ3CILAli1b+qxgfD7y8vKorKzE19eXqKgobGxsevzSGwwG8vPzaWpqIjk5+aKoxFY2dbC/qJFfTzWi0upJCHRl6hhPwr0dKVaoyKtuJbeqlaYOHfbWVshknUlkQQAbq87rEAQQAGc7a1zsrXCxs8bV3hpne2tsrORYyWTI5WAlk6EzGFAomymvqkWtM6AR5Bis7NHKbLCytgE6e2Ks5DKTY6i0BoyCQJC7PSkhbqQEu2FnLSe9vJnfShopU3YQH+jK7Ghv4gLOXc59sejo6CAzMxMnJycSEhJ6PQMVBIH9RUq+OVKJvUzPrCAZjrqmHlUCBpvW1lbS09MJDg7utxbfhaLRaKQ8jVKpxMbG5pxKxReCGFhiYmIICAg4/x/0kbq6Oq666iqSk5P53//+N+L6gM7HsAgujY2NZGZm4ufnR0xMTK9/1BeqYNwTNTU1HD16FLlcTkREBL6+vj2uisQqNoCkpKRBkcbQG43kVrZyoFhJQW0bGr0Rf1c74gJciQ90IdDdnspGNWWNHZQp2ylvVKNUaZHJOgOM3ihgYyXDWi6XGiblss4VT2dgMaLTG1C1tmBjbYWTiws6nR6DXotWo0GjN2Jra4OdrR3+Hk6M9nEmzMtRWiWVNLRzrKaV9LJm6tu0eDvbkhbqRlqoO2FeQ6tPoq2tjYyMDLy9vYmJienVgNuuNfDj0Rq2HFMwIcyd61MD8TxtjXA+lYDBklJpbm4mIyODsLCwHo32LjZdlYoVCgVardZE0flC7IsHOrA0NDSwYMECxo4dy9dffz2kK+QGiiEfXLo2Rva16mjnzp2kpKT0WcH4TLrmeaKiotBoNKdFIzvNvXx9ffH19ZX209va2sjMzMTNza3fvR3mRBAEals15Fa1klfVygmFCoNRQC6TEeBmxyhPB0I8OpsoPRxtcLKzQqUx0Niuo02jR6s3ojEY0eoFdAYjWo2astISPN3dGBUSjIu9Da721rjYW+NsZ0VTSxvHy+s4VdNAZWMHzUY7Wow2yKxscLCzYbS3EzGnveUvlvXuhSCWVPd2Jl9Y28bazGpKGtpZkuTPlTE+51VzPp9KwMVYPYgq1WPGjBkQCXZz0PVe1dfXS5I04vZZbzS9BjqwNDY2smjRIkJCQli9evWIlcY5H0MuuIhulN01RvaVPXv2EBcX16+mNrEqqKGhgcTERBPvbbEcta6ujsbGRpydnXFyckKhUBAaGjpoWwp9xWAUqGlRU6rsoEzZgaJNS2O7FqVKh/YMbS3xcjRaLS0tLTg6OuLo4Gjy3OlX4u5oja+zHT4utng5WOFCB1bqJtqaG7G3t5cKAi7Ez/xiIQ5E5yupbtPo+SW3jm0FCkZ5OXBNciDR/hfmadIflYALRbzOsWPHEhwcbPb3HyhE+2LxXsnlchNF5zO3okR5qOjo6HNKOF0ozc3NLF68GB8fH9avXz9ixTx7w5AMLmIviFarJTU19YJzJvv37ycyMvKC5RvExjGj0UhiYuI5E/c6nY6CggJqamqQyWSSO6LYjDhUB88LobKykmPHCoiLi72gmd+ZTXain7mvr++Qyj2ItgCxsd1fpyAIZJY3sy6rhsZ2LVfF+zE72rtfTpJn0pNKgFjmbI5Zsdg4OFAz+YtF163G+vp6Ojo6JEl8sdl1IANLa2sry5Ytw9HRkZ9++mnE2g/0liEXXBobGzl8+HC/HSOhU8p61KhRF/SDEZOabm5uREdHnzNxbzQaOX78OLW1tSQlJeHi4oJSqaSurg6FQoFMJhuSidu+Im4PlpWVkZSUdEGryTPpLvfg5eWFr6/vRS1HPROxV+fMCj9BECisVfFLXi15Va0kBrmyLDmAUM+BH0jOpRIgloT3ldraWnJzcwescXAw6aro3NjYCHT2H4WHh5t9taxSqbjmmmuQy+Vs2LDhgj6LkcaQCy6FhYXodDoiIiL6/eEfPnyYgICAPi/zRWOgkJAQwsPDz9lxr9PpyMnJQaPRkJycfNZspevgWVdXh06nk2ZSQ10KoytGo5Fjx46hVCpJSUkZEBvbrg6JZ+a0xG7ugaZrABXzdYIgUFDbxvaCejLLmxnr58xVcb7EBw5uFZu4LSsOnuJqubcqAdXV1Rw7dmzASuSHCkqlUpIhMhqN1NfXA0gFAV5eXv36HXZ0dHDdddeh1WrZuHHjRakKHQ4MueBiTqvjc4lMdodoZHXy5Emio6Px9/c/5w+0vb2drKws7O3tSUxMPO8qS5x5iisalUrV6673wURUetZoNKSkpFxQdc6F0HXwVCqVODo6SveqL2ZM58JgFCSpf0EQKCwspLa2lojYRAqVBvaebKC8sYOo09YAqaFuQ6qDXkSv15s0JMK5VQIqKio4fvy42YQ2hypipWlUVBRBQUGAaaNrfX29JEkjTvj6supQq9XcdNNNNDc3s3nz5n5ry40kRnRwyc7OxsXF5SyRye4wGo3k5+dTV1dHYmLiefMkjY2NZGdn4+/vz9ixYy8oydre3i4FmubmZlxdXU263ocCarWarKwsbGxsetU0OFDo9Xppi6Ork6SYp7mQ+y8IAn9dl4+7ow0hHvaUVFRTpuxA5uCKu6MdqaFuTB3j2a3h2FCmJ+keMdgoFAqKiopITk42UeMeaXQXWLpDlKQRJzEODg7SvTqXeKtWq+XWW2+lurqabdu2jeh7eSEMueBiTqvj3Nxc7OzsTEQmu0PsutbpdCQmJp5XTK+qqopjx44xduxYsxlCieXNYtWLOEv39fU9ryfMQCGWVHt4eBAbGztkZCu6WvEqFAp0Op1JnqYvWxyCIFCsaGNfZj5Wgp4rJyXj6zZ0xBTNQVeVAKVSCUBgYCDBwcFmWwEONcTA0tfqt64rwPr6eoxGo0lPjZgD1Ol03H777RQXF7N9+3a8vb0H6lKGLSM6uBw7dgyAmJiYHl8jNsc5OTkRGxt7zsS9IAgUFRVRXl5OYmLigG0niLP0uro66uvrzSqD31uUSiXZ2QNj1WtOxDyNuAJsa2vD3d1dWgGer2JH9CiRy+UkJyeP2C7qrt/dsLAw2traTFaAw73YpCtNTU1kZGT0u6xaNNkTVzVtbW28/fbbxMbGkpeXR1VVFbt27TKbz/1IY0QHl+PHj6PVaomPj+/2eYVCQXZ2NkFBQYwZM+aciXuDwUBeXh4tLS0kJycPSEK7O0S7YnHwFL0xRGvZgRgMxBLc6Ojoc24nDEU6OjpMktxOTk5SoDlzBahWq6WJRXx8/IgYWLtDNKarra0lLS1N2nIdqioB/UH0VYqMjDR7v057ezurVq3i3Xffpa6ujuDgYJYsWcLChQuZOXPmsLxfA8mIDi5FRUW0tbWRlJR01nOlpaUUFhYSHR1NQEAAMpmsx8Ci0WjIyspCLpeTlJQ0aOWx4l56XV0ddXV1aDQaaW/Yx8en35VngiBQWlpKcXExiYmJw36p39XzvesK0MfHB1tbW7KysvD09OyTpNBwQxAECgoKqK+vJy0trceKu6GiEtAfxMAiKo+bG6PRyIoVK9i7dy8bN27k5MmT/Pzzz/z8889s3LiR2NhYsx9z1apVrFq1ipKSEgDi4uJ4+umnmT9/PtD5uT333HN88MEHNDY2MnHiRN59913i4uLMfi59ZcgFlwu1Ou6OkpISlEolqamp0mNiSW1NTQ0JCQl4ep5bur21tZXMzEw8PT2HVN5BHAzEQNPW1iZJu/v6+va5okschOrq6khJSTmn4vRwRFwBKhQKamtr0el0ODk5ER4ePqxKwvuCWKTS1NREWlpan5r6uqoE1NfXY2trO+AqAf3hYgSWRx99lC1btrBz507CwsKk58QhdCCC708//YSVlRUREREAfPbZZ7z++utkZmYSFxfHq6++yosvvsinn37K2LFj+de//sWePXsoLCwc9JLoER1cysvLqampYfz48UDnTDYrKwu1Wk1iYqLkQ9IToptieHg4YWFhQ3rmJm4H1dXV0dTU1K3fSk8YDAZycnJob28nJSVlRHcWiz0PQUFBWFtbSyXhHh4e0v26WKXWA4koW9TW1kZaWlq/tmwuhkpAfxDFNgcysPztb3/jhx9+YOfOnYwZM8bsx+gLnp6evP766/zxj38kMDCQhx9+mCeeeALo3GXx8/Pj1Vdf5d577x3U8xzRwaWqqoqysjImTZqESqUiIyMDBwcHYmNjsbW1PWfiXtweGigv7YFEnHXW1dXR0NBwTh0vUb1ZJpORnJw8ImfwImI3ekxMjIn8R1cXyaamJkkI0dfXd1hsB52JwWCQ+pJSU1PNOvgPhEpAfxADy0CJbRqNRp5++mm++eYbdu3axdixY81+jN5iMBhYvXo1y5cvJzMzE3t7e8aMGUNGRgYpKSnS65YsWYK7uzufffbZoJ0rwJArjTHnD9na2hqDwUBDQwNZWVkEBAQQERFxzsS9KJipUChIS0sblk1Rtra2BAYGEhgYiMFgkLY3MjMzsbKykgZOW1tbsrOzcXV1HVLqzQOB2DSYmJh4Vje6o6Mjo0aNYtSoUSbbQaWlpYNSqdcfDAYDWVlZGAwG0tLSzD5ZkMlkuLq64urqypgxY0waXYuKivqsEtAfBjqwCILAiy++yJdffsnOnTsHLbDk5OQwefJk1Go1zs7OrF+/ntjYWA4cOABw1uTXz8+P0tLSwThVE4ZccDEnVlZWaDQa0tPTGTt2LEFBQedM3Ot0Oo4ePYpOp2PixIkjYnvEysoKPz8//Pz8TPpDcnJy0Ol0Uj/NEFvAmg1RdaGkpISUlJTzNrqdGZjFPE1OTg5Go1EaOLvreh9s9Ho9mZmZyGQyUlNTL8r52dvbExISQkhIiEmPSHZ2NnBulYD+cDECy2uvvcaHH37Ijh07BiRZ31uioqLIysqiqamJtWvXsnz5cnbv3i09f+Z4JgjCkFhtD7ltMTi31XFvEQSB7OxsKXHv5+d3zhuuUqnIysqSylKH2sBhTurq6sjJySE4OBi5XI5CoZAUZMXts8HeRzcHYgluTU0Nqamp/Upw9tT1PlSke3Q6HRkZGZKSwmCvQs+nEtCfvF5LSwvp6emMHj2619JOfUEQBP773//yxhtvsHXrVtLS0sx+jP4we/ZsxowZwxNPPGHZFrvY6PV6srOzUalUODk5kZubS1VVVY8DgVKp5OjRowQGBhIZGTkkov5AUVZWxsmTJ0lISJCavyIjI6XKs045/WPdmqANJ7pWSo0fP77fopcymQx3d3fc3d2l+6VQKKiurqagoKBPBRTmRrSGEDXuhsLW3Zn3S8xr1dXVcfz4cZycnKRVYF9UAi5GYFm5ciWvv/46mzdvHnKBBTrPUaPREB4ejr+/P1u3bpWCi1arZffu3bz66quDfJYjcOXS3t5ORkYGtra2xMXFYWdnh1qtlkp2m5ubTQZOpVJJQUHBsGwY7AuCIHDixAmqqqpITk4+pztndyZowynBLSa01Wo1qampA76q0Gq1JtI9dnZ2F83LR9z2dXZ2Jj4+fkgElvMh9h+J/3qrEiAGFrF609wIgsBHH33E008/zS+//MLUqVPNfoy+8ve//5358+cTEhJCa2sr33zzDa+88gqbNm3iyiuv5NVXX+Xll1/mk08+ITIykpdeeoldu3ZZSpF74kyr494ilpn6+fkRGRmJlZXVWT9sjUYjBZquOkthYWFDRizS3HRVF0hJSenTdYoDgShFczEHzgtBLDcHBqX6TSwg6apO3DVPY87tqo6ODtLT0yXtt6H2WfSGnvx8xO0zcWLQ0tJCRkYGYWFhAxZY/ve///HEE0/w008/MWPGDLMf40K488472b59O9XV1bi5uZGYmMgTTzzBlVdeCfzeRPn++++bNFH2pEpyMRkxwaWyspK8vDyp1v1ciXuxr6OtrY2goCCampokNdTBFos0N+JgazQaSUlJ6VcuRUxwD1UTNLVaLZVoJiYmDvr5CIJgMnCq1Wqz5bXa29tJT0/H29ub6OjoEfFd7UklwM3NjerqasLCwggPDx+Q43711Vf85S9/4fvvv+eKK64w+zEuRYZ9cBGTtuXl5cTHx+Pl5XXOrQFRQt7a2pqkpCRpZtudWKSvry9+fn5D2uP9XHR0dJCZmYmjoyMJCQlmHWyHmgmaONgONQVnke4Gzgu1WGhrayM9PZ2AgIARnSPUarWUl5dz6tQpAGnVbE6VAEEQWLNmDQ888ABr1qxh3rx5/X5PC50MyeCi1+sxGAy9et3Ro0dpbW0lMTHxvKuN5uZmsrKy8Pb2PqeeVHczdHFFMxSlL7qjpaWFzMxMfH19B3xm27Wxrq6u7qKboInXOpwG264WC0ql8pyNrl0R7bdDQkKGtFq1ORCvddSoUYSGhpqoBBgMBry8vPo9mfn++++55557+Prrr1m0aJGZr+DSZtgGl46ODjIyMrC2tiY+Ph47O7tz/tBqa2vJy8uTqkx6+6MUe0PEPI3Y6zCQqsT9pb6+nqNHj/b5Ws3FxTRBE60BBirJezHQ6/VSnqa+vh6ZTCYpX3fdbhR7OwZqe2go0TWwnHmt5lIJ+Pnnn7njjjv4/PPPufrqqwfiMi5phmVwEY2AvL29GTt2LNbW1ueUcikpKeHUqVPEx8f3y3vhTFVirVYrDQLe3t5DojemsrKSgoICYmNjCQgIGOzTGVATNFH77XxOg8OJnhLcTk5OlJeXExERMSBNg0OJtrY2jhw5InkJnY8z7bAdHBzOqxKwefNmbrvtNj766CNuvPHGgbiMS54hGVzOZXVcVVUlrUBCQkLOK+WSn5+PUqkkOTnZrEq/oklVbW0tdXV1g96E2NUMKikpCU9Pz4t6/N5gThO0yspKCgsL+z1hGMqI37HS0lKqq6sBTIzQ+tu7MxTpa2A5k64qAWK1nugiaWdnh4eHBzt37uSGG25g5cqV3HbbbSN6a3EwGTbBRRAETp48SUlJCfHx8Xh7e59zMNJqtWRnZ2M0GklKShpwKZeu8vetra0XVWVXDKKNjY2kpKRcNCOz/tAfEzRxJTpUg6g5EaVnYmJi8PDwMJmhi6vAvjYiDlXEwBISEmIW5eGuKgG//fYb999/PxERERQXF/PCCy/w17/+ddjfs6HMsAguYulwU1MTiYmJ5/0htbW1kZWVhYuLy6A4DIry97W1tSY5B19fX7PPNkU1Ap1OR3Jy8rDUQ+utCZrYCFpdXT0iPWfORFRxjo+PP0ucUFwFinkasRFRzNMMh6KTrogVcMHBwQMmaf/ll1/y4IMPMmrUKE6dOkVcXByLFi3iqaeeGpa/m6HOkAwuXd0oRStamUxGYmLieRP3DQ0NHD16VJr9DPbMRMw5iE2bzs7OUqDpr0yI2NdhZ2dHYmLikMj59JeeTNC8vb1pbm6mubmZ1NTUEdvwKlJVVUVBQQEJCQlnqTifSVdBUoVCgU6nw8vLS8oFDnUbhYsRWI4cOcLixYt57rnneOihh2hqamLjxo3s27ePd999d0DGiZdffpl169ZRUFCAg4MDU6ZM4dVXXyUqKkp6zVB2kuwvQzq4iNUxnp6eREVFnTNxD53mYMePHz/Lr2OocGa3u1h+6uvr2+dtjba2NjIyMvDy8hrRNr0dHR3U1tZSUlKCTqfD2dkZf3//QdHwuliI9gBJSUl4eXn16W/FPI243djW1maSpxlqOnEqlYojR44QFBQ0YJPBrKwsFixYwN///ncee+yxi/admTdvHjfeeCPjx49Hr9fz1FNPkZOTQ35+vjQ5GspOkv1lyAaX8vJycnJyCAsLY9SoUedM3IuNlNXV1SQlJZ1XVn0oIPqsiIHG2tpaCjTnk1URy2/FpOdIHGBFRIUBQRCIi4uTts/OZ4I2XBFN6lJSUs6p/9ZbxC1ahUJBY2MjTk5O0j0bbBWKixFYcnNzmT9/Pn/5y1/4+9//PqjXq1Ao8PX1Zffu3UyfPh1BEIa0k2R/GZLBpba2lsOHDxMXF4ePj885Z+V6vZ6cnBw6OjpITk4elhU0XZPbdXV1kqxKd/vn1dXV5Ofnj3ihTej8oXVV++2aO+tqgqZQKJDL5cOu0fVMTp06RWlpKSkpKQNiUieunMU8jVitZ86O994iBpbAwEAiIiIGZNA/duwY8+fP509/+hPPPvvsoE8+Tp48SWRkJDk5OcTHx1NcXDykJfP7y5AMLrfffjsnT55k2bJlLFmyhICAgG6/GB0dHWRlZWFra0tiYuKQ31vuDWKfgxhoDAaDNACIZakXsl0y3BDVrd3d3c8r59I15yDes66VZ0M9FyWWkVdWVvbbd6a3iBOaMzvexXs2kL+lixFYjh8/zvz581m+fDkvv/zyoAcWQRBYsmQJjY2N7N27F4ADBw4wdepUKisrTbbx77nnHkpLS9m8efNgna5ZGJLBpaKigtWrV7Nu3Tp+/fVXxo8fz+LFi1m6dKkkSrlv3z5UKhWhoaFERUUNy5nq+RAEgZaWFmpra6moqMBgMODp6UlgYOCwSNReKK2trWRkZODv78/YsWP7NDCI90zMOQx2/9H5ELd0a2trSUtLG5RCBfGeiYFGpVINWCm9SqWSdNEGKrAUFxczb948rr/+et54440hMTY88MADbNiwgX379hEcHAz8HlyqqqpMGp7vvvtuysvL2bRp02CdrlkYksFFRBAEqqqqWL9+PevWrWPv3r0kJSURFBTE5s2beeutt0Z8E5ToTdLe3k5UVJSUc+iq3+Xr6zvkBs0LpbGxkaysLElavb+frVh5JopFDiUTNEEQOHbsGA0NDaSlpQ2ZLV3R2EuhUNDU1CRVOPr4+PTLz0cMLP7+/gOmAVdaWsq8efNYtGgR//d//zckAsuKFSv4/vvv2bNnj4mUjWVbbIggCAK1tbXcfffdbNy4EYC4uDiWLl3KkiVLiIqKGnFBRqPRkJWVhZWVlYmCMyAp7NbV1dHS0iJVBPn6+g7bmn2xYXDs2LHS7M6cnGmCJia3B8METWx8bW5uJi0tbch+ZlqtVsrTNDQ0SGrhPj4+fVJVaG9v58iRIwMaWCorK5k7dy6zZ8/mvffeG/TAIggCK1asYP369ezatYvIyMizng8MDOSRRx7h8ccfBzrvt6+vryWhfzHRaDTccccdHDhwgB9//JHg4GB++OEH1q5dy7Zt2xgzZgxLlixh2bJlI6I0V6VSkZmZiZubG3Fxcee1ERBzNE1NTbi4uODn5zcgTZsDRVVVFceOHeu2YXAg6FoW3tDQgK2t7UUzQTMajeTm5tLW1kZaWtqAq0abC1EtXFzViCKuohFaT7ktMbD4+fn1eZuzt9TU1DB37lymTp3Kxx9/PCQEZe+//36++uorfvjhB5PeFjc3N2nVPJSdJPvLsAkuBoOBp59+moceeuiswae5uZmffvqJtWvXsnnzZoKDg1myZAlLly4lKSlp2AWapqYmsrKyCAoK6vO+tGi5Kw6agzk77y2lpaUUFRWRnJw8KHIuF9METdzm1Gg0pKamDtvtzK7SKgqFgvb29m5tFkSfHV9f3wELLHV1dcyfP5/U1FQ+++yzIVPA0dO1fvLJJ9x+++3A0HaS7C/DJrj0ltbWVn755RfWrl3Lxo0b8fb2ZvHixSxbtoxx48YN+UAjWgNERkYSEhLSr/fqzqJYXNEMBS0qUS+usrJywMpv+4rRaDSRojGnCZrBYCArKwuDwUBKSsqIKsjoaoTW3NyMi4sL7u7u1NTU4OfnN2Db1vX19SxYsIDo6Gi++uqrEXVPhzsjLrh0pb29nU2bNrF27Vo2bNiAq6srixYtYunSpUyaNGlILJ27UlZWxsmTJwdE6Vf0dhdn51ZWViZNmxc76BqNRgoKCmhoaBiyci5du937a4Km1+vJzMxEJpORnJw8ZGbXA4FWq6WqqoqioiIEQcDe3n5AthwbGxtZuHAhoaGhrF69etiuAkcqIzq4dEWtVrN161bWrVvHDz/8gJ2dHYsWLWLZsmVMnTp1UH/sXRUGLsYMXuwLqa2tlRSJuxqgDXSgMRgM5ObmolKpSE1NHbLJ7DO5UBM0nU5HRkYGNjY2JCUlDblJjbnp6OjgyJEj+Pj4EBERcZYEftc8zYXei+bmZhYtWoSvry/r168fNnmrS4lLJrh0RavVsnPnTtauXcv333+PIAgsXLiQpUuXMmPGjIs6AzIYDOTl5dHS0kJqaupFT8ALgmDStKnT6aRA4+3tbfaBUK/Xk5WVhdFoJDk5edjONntrgqbVaklPT8fBwYHExMQhvy3bX7oGljO3wsTvmnjf1Gr1BfUgtba2snTpUpydnfnpp5+GzeTkUuOSDC5d0ev17N27l9WrV/P999/T0dHBwoULWbJkCZdffvmAfnG76mYNhYG2awNiXV0darVa6truKn1/oWi1WjIyMrC1tR1RM/ieTNDc3d0pKiqSrB8ulcDi7e1NdHT0Obe/RPVrMdC0tLT0aiWoUqm45pprkMvlbNiwYUhup1ro5JIPLl0xGAwcOHCANWvWsH79epqbm5k/fz5LlizhyiuvNOuqoqOjg4yMDJycnEhISBhyA2130vcXmm+A36/X1dX1vKXVwxlRVqW6upqamhpkMhn+/v69MkEbznR0dJCeno6Xl9d5A0t3dF0JKpXKbkVJOzo6uPbaa9HpdGzcuHHYl+qOdCzBpQeMRiO//fabFGhqa2uZM2cOS5cuZd68ef1ye2xubiYrK2tAq2jMjZhvEJs2+9LpLtoD+Pr6Dpvr7Q9i+a2XlxcBAQFSabhGozHrSnCooFarOXLkyAUHljPR6/U0NDRIweaRRx4hKiqKsrIy7Ozs2Lp165CoLLRwbizBpRcYjUYyMzNZs2YN69ato7y8nCuuuIKlS5dy1VVX9amsV+xCHz16NKNGjRqWA+2Zne7Ozs5SifOZ2xRNTU1kZmZeEvYA8LvxVUBAgEknek8maGJ+a7jmDcTA4unpSUxMjNk/X71ezy+//MJjjz2GQqHA2tqaOXPmsGTJEpYsWTIs7DUuVSzBpY8IgkBubq4UaI4fP87ll1/OkiVLWLhwIR4eHj3+wCoqKigsLCQuLg5/f/+LfOYDgygPUltbi1KpxMHBAV9fX/z8/FCr1eTk5JilZ2c40NraSnp6OiEhIecNpKLPSldVha75huEQhAc6sEBnXnL58uWcOnWK7du3U11dzQ8//MCPP/7I66+/zowZM8x+TJE9e/bw+uuvk56eTnV1NevXr2fp0qXS8yPZRdIcWIJLPxAEgcLCQinQ5ObmMn36dJYsWcKiRYvw8fFBJpNJW2yi58xInW11TWyL8iDe3t6Eh4ePGDOvnhBdU8PDwwkLC+vT34oBejiZoF2MwKLX67nzzjs5duwYO3bsMHvv1/nYuHEj+/fvJzU1lWuuueas4DKSXSTNgSW4mAnRk2Pt2rWsW7eOjIwMpkyZwlVXXcXmzZupr69n27Zt/crVDBfKyso4ceIEYWFhku7ZSDDz6glRyXnMmDGEhob2673ObHYdivdNrVaTnp4uee0MRGAxGAzcd999pKens2vXrkFf6ctkMpPgMtJdJM2BJbgMAIIgUFZWxhdffMHrr79Oc3MzqampXH/99SxZskTypBlpiAG2oqLCpBlUbNoU8w1dmzbNrd11sWloaCA7O5uoqCizO4MORRO0ixVYHnroIfbt28euXbuGhOPqmcFlpMvlm4ORq0ExiMhkMqysrPj222+ZMmUKb731Fps3b2bdunX84x//IDk5WbIKCA8PHxGBRvQmqa+vZ9y4cSYrNLlcjpeXl1RNJGp3FRQUSNpdYtPmcJJFEYszYmJiTMyezEXX+xYVFSUZehUVFZGbm3vRTdA0Gs2ABxaj0cijjz7Krl27hkxg6Y6amhqAs0R0/fz8KC0tHYxTGnIMn1/yMGPLli1MnDiRVatWYW1tzdixY3nwwQepra3l+++/Z926dTz33HPExsZKgWagVGMHGqPRSE5ODm1tbYwfP/6cpckymQx3d3fc3d2JjIyktbWVuro6iouLycvLw9PTEz8/P7y9vQe9qfRc1NTUkJeXd9EsAmQyGW5ubri5uRERESFVnlVWVnLs2LEBN0HTaDQcOXIENze3AQ0sTz75JJs2bWLnzp2MGjXK7McwN2feB0EQhuVveCCwbIsNIOf6ogmCgFKpNPGkiYyMlKwChosnjV6vJzs7G71eT0pKSr8Cgjhg1tbWSqW64oA5lLSjqqqqKCgoICEhAR8fn8E+nQE3QRNXLGID7EAFln/+859899137Ny5k7Fjx5r9GP3Bsi3WdyzBZQggemOInjRbtmwhJCREsgoYqppUWq2WzMxMrK2tSUpKMuuWVkdHh5Sj6SoS6efnN6j2xOXl5Zw4cWLQvGfOh7lN0C5GYBEEgRdeeIFPP/2UHTt2EBsba/Zj9JeeEvoj1UXSHFiCyxCktbWVDRs2SJ40vr6+UqBJS0sbEoFGlHNxdnYmISFhQM9JlAapq6tDqVRKnu5i0+bF2oYoLS2luLiYlJQU3N3dL8ox+8OZJmhAnwopxMAiaqMNVGB59dVXWbVqFTt27CAhIcHsx7hQ2traOHnyJAApKSn85z//YdasWXh6ehIaGjqiXSTNgSW4DHFUKpWJJ42bmxuLFy9m6dKlTJw4cVAqrUQ5Fx8fH7PIffQFnU5n4rQp9oT4+fmZqBGbm+LiYsrKykhNTcXV1XVAjjGQ9NUETavVcuTIkQEPLG+99Rb//ve/2bZtG6mpqWY/Rn/YtWsXs2bNOuvx5cuX8+mnn45oF0lzYAkuw4iOjg7Jk+bHH3/E3t5e8qSZMmXKRam0am5uJjMzk+DgYMaMGTOoyUuDwWDStGljY2NigGaOcxPLqysrK0lNTR0RM9LzmaDJZDIpsAyUyKggCLz77ru8/PLLbN68mQkTJpj9GBYGF0twGaZotVp27NghedLIZDLJk2b69OkDUmkl9nRERET0u1nQ3BiNRpPmQ5lMho+PD35+fhfcfCiauNXW1pKWljZi5d3b29tNpGjkcjmOjo4kJCQMSNOvIAh8+OGHPPPMM2zcuJEpU6aY/RgWBp9BDy4lJSW88MIL7Nixg5qaGgIDA7n11lt56qmnTAbIsrIyHnjgAXbs2IGDgwM333wzb7zxxpAuV71Y6PV69uzZI3nSaDQaE08ac1RaiaW3sbGxA9LTYU6MRqOJAZrBYDBx2uzNVqLYt9PQ0EBaWtpFN3EbDLRaLYcPH8bKygpbW1uUSqVkgubj49MngdaeEASBzz77jCeffJKff/6Z6dOnm+nsLQw1Bj24bNq0iW+//ZabbrqJiIgIcnNzufvuu7ntttt44403gM7tj+TkZHx8fPj3v/9NQ0MDy5cv5+qrr+btt98ezNMfchgMBvbv38+aNWv4/vvvaWlpYd68eSxdupTZs2df0CApVkglJibi7e09AGc9cHQ1QKutrUWj0UhNmz4+Pt1uJRqNRvLz82lubiYtLW3YKhb3BdEx08nJSTI2E7XiFAoF9fX1WFtbm1Se9XU1KAgCX375JX/5y1/48ccfufzyywfoaiwMBQY9uHTH66+/zqpVqyguLgY6BeQWLlxIeXk5gYGBAHzzzTfcfvvt1NXVDcsE68XAaDRy6NAhyZNGoVBInjRz584975aHIAhSInu4VEidi+5yDV39VWxtbaWG0Pb2dlJTU4dUf81AIQYWcSusu6AhmqCJ246CIJhI0ZxvNSgIAqtXr+bBBx9kzZo1zJs3b6Aux8IQYUgGl3/84x9s2rSJI0eOAPD000/zww8/kJ2dLb2msbERT09PduzY0W1FhwVTjEYjGRkZkoJzRUUFs2fPZunSpcyfP/+sLQ9R8bmuro7U1NQRKbgp2uzW1tbS2tqKm5sbOp0OgHHjxl0SW669CSxnIvZliUG6NyZo33//PXfffTfffPMNixYtGohLsTDEGHLBpaioiNTUVP79739z1113AXDPPfdQUlLCli1bTF5rZ2fHp59+yk033TQYpzpsMRqNJp40J0+elDxpFixYgIODAytWrGDx4sVceeWVg9q0eLFQqVRkZWWh0WgwGAwmciojNd+i0+lIT0/HwcHhgnuVejJB8/DwQBAExowZw88//8wdd9zB559/ztVXXz0AV2JhKDJgnW/PPvssMpnsnP/ElYlIVVUV8+bN47rrrpMCi0h3iUSLjs+FIZfLSUxM5PnnnycnJ4fMzEwmT57Me++9R3h4OBEREWzfvp3w8PBLIt+g1+vJz8/Hzs6O6dOnM2PGDAIDA1EqlRw4cICDBw9SVFREa2srQ2wudsGYI7BA5+/S2dmZ0aNHM2nSJKZOnYqPjw+//vorKSkpREVFceutt/L888+zbNkyM1/F8MNgMACdK0aVSjXIZzOwDNjKpb6+nvr6+nO+JiwsTBq8qqqqmDVrFhMnTuTTTz81+bJbtsUuDvX19cyePVvaIsrJyWHq1KksWbKExYsX4+/vP+KCuU6nIyMjAxsbG5KSks7KHXSVU6mvr8fOzk6ydDZH9dRgIAYWe3v7AZUWWrNmDXfffTfx8fHk5+cTGhrK0qVL+fvf/y7ZMVxMVq5cyeuvv051dTVxcXG89dZbTJs27aIdX6/XY21tjUKh4KGHHmLJkiXMnz9/UO7FxWDAuu68vb17XVlUWVnJrFmzSEtL45NPPjnryz558mRefPFFqqurpTLYLVu2YGdnR1pamtnP/VKkra2NGTNmEB0dzZdffomdnR2lpaWsXbuWNWvW8Ne//pWJEydK3uXBwcHDcmDtiphvcHBw6HGQtbGxISAggICAABMjr4yMDKysrEyaNoeCLM/5uFiBZc+ePTzwwAOsWrWKO+64g/b2drZs2cIvv/wyKNuM3377LQ8//DArV65k6tSpvP/++8yfP18KegONIAhYW1ujVCqZMGECaWlpREVFjehipEHPuVRVVTFjxgxCQ0P53//+ZzJzFN3nxFJkPz8/Xn/9dZRKJbfffjtLly61lCKbkfXr17N48eKzZu+CIFBZWcm6detYt24d+/fvJyUlRbIKCAsLG3aBRq1WS9poYultX+iuekoMNJ6enkMy0IirNFtbW5KSkgbsHA8ePMiyZct49dVXue+++4bEd2PixImkpqayatUq6bGYmBiWLl3Kyy+/PCDH1Gg0JtWGer2eJUuW4OLiwjfffCM9XlhYiLW1NWPGjBmQ8xgsBj24fPrpp9xxxx3dPtf11MrKyrj//vvPaqK8FEpFhxKCIFBbW8v69etZt24du3fvJi4uTgo0kZGRQ2IwORcdHR2kp6fj4eFhFm8SQRBMmjb1er2JAdpQcNq8WIHl8OHDLFmyhOeff54VK1YMie+CVqvF0dGR1atXm+R9/vznP5OVlcXu3bvNfsxTp04xffp0MjMzpR2cjo4Oli5dytVXX829997LN998w9atW1mzZg3h4eE89thj3HrrrWY/l8Fi0IOLheGLIAg0NDRInjTbt29n7NixJp40Q2Fw6YpKpZJEN6Oiosx+fl2bNuvq6lCr1SaBprsy3YHmYgWWzMxMFi5cyFNPPcWjjz46ZD77qqoqgoKC2L9/v4nUzEsvvcRnn31GYWGh2Y9ZWVnJpk2buPPOO6XHGhsbWbZsGc7OztTX12NjY0NqairTp0/nyy+/xMXFZUT5wFicKC1cMDKZDG9vb+68807++Mc/0tzczI8//sjatWv597//zahRoySrgIGW5e8NbW1tpKenExAQMGArrJ4cI0tLSyWnTXH77GL00eh0OjIzMwc8sOTk5LB48WL++te/DqnA0pWL6RoZFBQkBZb58+fzzDPPMGnSJP7zn//w+eef4+3tzWOPPUZwcDDu7u7s3btXqkYcivfuQrAEFwtmQbQv/sMf/sAf/vAHWlpaJE+aK6+8Ej8/PynQpKamXvRA09LSQkZGBiEhIYwePfqi/IDFMl2xVLe9vZ26ujrJydLNzQ0/Pz98fHwGpJdIr9dLZm4DmbzPz89n4cKFPPjgg/ztb38bcoOjuDUp+t6L1NXVDYhFtcFgkLZC29raUKvVzJ8/nw0bNjBlyhTi4+NNJhZbtmzhf//7H2+//faQu3f9wbItZmHAUalUbNy4kXXr1rFhwwbc3d1ZvHgxS5YsuSieNE1NTWRmZhIeHk5YWNiAHqu3nGlN7OLiYmKA1l/0ej0ZGRmSS+hA3ePCwkLmz5/PHXfcwUsvvTRkB8eJEyeSlpbGypUrpcdiY2NZsmTJgCX0d+zYweWXX051dTWPPfYYP/zwAxs3bpTKnw8dOsTatWv56quvWLFiBU888cSAnMdgYQkuFi4qHR0dbNmyhXXr1vHTTz9hb28vmZ8NhCeNUqkkKytrSNoEiGi1WhMDNFGJ2M/PD2dn5z4P2BcrsBQVFTFv3jxuuOEG3njjjUHf9jwX3377LbfddhvvvfcekydP5oMPPuDDDz8kLy+PUaNGmf14K1asoKioiF9++QUAhULBY489xurVq/nll1+YOXMmlZWVvPbaa0yYMIFbbrnF7Ocw2FiCywXw4osvsmHDBrKysrC1taWpqems11gsAs6PVqtl27ZtrFu3jh9++AGZTMaiRYskT5r+Jr/r6+s5evQoUVFRBAUFmemsBxZRiVhs2rS1tZVWNG5ubucNNOJWmFwuJzk5ecACS0lJCfPnz2fRokX83//935AOLCIrV67ktddeo7q6mvj4eN58802zSf6fmSt5//33+fjjjzl48CAymQy5XE5DQwOPP/443377Ld999x1XXXXVWeXKIwlLcLkAnnnmGdzd3amoqODjjz8+K7hYLAL6jk6nkzxpfvjhB7RareRJM2vWrD7/AOvq6sjJyRkW/jM90bVpU6FQIJfLpUDTnQHaxQoslZWVzJkzhzlz5rBq1aphEVgGEqPReNY92Lx5M9dffz3FxcV4eXlJj9fX1/O3v/2Njz/+mMLCQiIiIobsVmJ/sQSXfvDpp5/y8MMPnxVcLBYB/cNgMLBv3z7Jk6a1tZX58+dLnjTnS36LxmYJCQn4+vpepLMeWIxGI42NjVKJsyAIkreKp6cngiBclMBSXV3NvHnzuOyyy/joo4+GRA/PUOGvf/0rlZWVTJ06FYPBwBdffMFrr73GpEmTTDT6NBoN27dv56qrrhrEsx14LMGlH/QUXCxaaObDaDTy66+/SoFGoVAwd+5cli5dypw5c86yAhArsYajsVlvESXva2trqaurQ6fTIZfLsbOzG1APmtraWq666ipSU1PPUtO41KmoqOBf//qX5BNUXFxMUVERkZGR2NraMmXKFKnX6cEHH7wk7t2lvZ4dIGpqas4qcfTw8MDW1vasckgL50YulzNlyhT+85//cPLkSXbs2MGYMWN4/vnnCQsL46abbuKbb76hpaWF1157jSeffJLk5OQRG1jg97LvqKgoJk+ejIODA1ZWVhiNRvbt20dWVhZVVVWSN405qK+vZ9GiRSQkJPDZZ59dEoPjudDr9UBnoBcEgeDgYN577z3WrVvH5s2b2bp1K3FxcUycOJE//elP2NnZsWHDBpqami6Ze2fpcznNs88+y3PPPXfO1xw+fJhx48b16v0sFgHmRy6XM378eMaPH8/LL7/M0aNHpYbNe+65B4AHHngAmUx2Sdxrg8FAVlYWNjY2TJgwASsrK9ra2lAoFJSVlZGfn4+Hh4eUp7nQFY1SqWTx4sVERETwxRdfmL2ib7jxySefUFxcLPVsiWi1WsnNNCwsjDlz5kiyVZcil/a3pAsPPvggN9544zlf09seCX9/fw4dOmTyWGNjIzqdbkCati5FxNxCUlISNjY2/Oc//+GGG25g9+7drFq1ipkzZ7JkyRIWLlyIt7f3iAs0BoOBzMxMAFJSUqTZsNi0GR4eTkdHB3V1ddTU1FBYWGhigNbbps3m5maWLl1KUFAQ33777SVf7VhaWsrjjz/OuHHjWLlyJcuXLycpKYnly5dL90ZM8Pv4+PDzzz93m/C/FLj0rrgHvL29iY6OPue/3hpnTZ48mdzcXKqrq6XHLBYBA8OqVatYuXIle/fu5f333yczM5O8vDxmzZrFp59+SkREBAsXLuSDDz6gpqZmRJh9iSsWQRBMAsuZODg4MGrUKMaPH8+0adMICAigoaGB/fv38+uvv1JcXExbW1uPx2ltbWXZsmV4enqydu3aEVsy2xc8PT2Jj49n9uzZZGRkIJPJeOWVV7jiiiv4+OOPqaiokFZ2CxYsoLW1lYqKikE+68HBktC/AMrKylAqlfz444+8/vrr7N27F4CIiAicnZ0tFgEXkYaGBpRKJZGRkWc9JwgCJSUlrF27lvXr1/Pbb7+ZeNIEBQUNuxWNGFiMRiMpKSkXtEWl0+lMmjYdHBykFY2LiwsymQyVSsXVV1+NtbU1P//8s1lUA4Y74lbrrl27uOeee/jpp58ICwvDzs6OP/zhD3z99dd4enry+OOPM3HiRCIiInjllVd46623BvvUBwVLcLkAbr/99m7VS3fu3MnMmTMBi0XAUEMQBCoqKiRPmgMHDpCamipZBYwaNWrIBxpzBJYz0ev1Ui9NRUUFjz76KJMmTaKgoABnZ2c2btyIi4uLGc5+ZCAIAkqlkvvvv5/LLruMFStWoNVqiY6O5oorriAmJoavvvqK3NxcPv744xHZed9bLMHFwiWHIAjU1NSYeNIkJCRIVgFDsbFtIALLmajVatauXcs//vEPlEolnp6eLFu2jKuvvppZs2YNil3AUFXDePvtt3nzzTfZtGkTS5YsYcyYMXz11Ve4urpy6tQpjh8/zty5cwfs+MMBS87FwiWHTCYjICCA+++/n61bt1JdXc0DDzzAr7/+yoQJE5g8eTIvvfQS+fn5QyJHYzAYyM7OxmAwDFhggc77sn79ekJCQqiqquKbb77BxsaGP/7xj2zbtm1Ajnk+tFot1113HX/605+6fd5gMLBgwQJUKhX79u3jm2++Ye3atTz66KMXfEzxM29oaOjxuQceeIC4uDiio6OJiIjg888/l5qjw8PDL/nAApaViwULEqKjpOhJs3XrVsLCwiSrgAuxQ+4vYmDR6/WkpqYOWGDR6XT84Q9/oLS0lO3bt5tIlhiNRgRBGNT+jIuthpGTk8P8+fM5fPhwj/JBr7zyCv/+97/Jy8vD19f3kq0K6wnLnbBg4TQymQwPDw+WL1/Ojz/+SG1tLf/85z85efIkV1xxBcnJyfzjH/8gPT0do9E44OdzsQKLXq/nzjvvpKioiC1btpgEFugs+x6qjX8HDx4kPj5eCiwAc+fORaPRkJ6efsHv29raikwm63ZrTZyP//nPf8bV1ZU33ngDwBJYzsByNy4RVq5cSXh4OPb29qSlpUkVbhZ6xtXVlZtvvpm1a9dSW1vLyy+/THV1NQsWLCA+Pp4nnniCgwcPYjAYzH5so9EoBZaB3AozGAzcd9995OXlsW3btmGnxTZQahjjxo1DLpezffv2s56TyWQYjUYcHBy499572bhxIydOnLjgY41ULMHlEuDbb7/l4Ycf5qmnniIzM5Np06Yxf/58ysrKBvvUhg3Ozs5cd911fP3119TW1vLWW2/R3NzMtddeS3R0NI8++ih79uyRZEH6gxhYdDodKSkpA5ZINxgMrFixgsOHD7Nt2zb8/f0H5Dhn8uyzzyKTyc7578iRI71+v/6qYZy5ChW3AQMDAykpKen2b8RVyowZMwgKCiIiIqLX53upYMm5XAJMnDiR1NRUVq1aJT0WExPD0qVLB8yF71JBrVazfft2yZPGysqKhQsXsmzZMqZNm9bnwCAGFq1WS2pq6oAFFqPRyCOPPML27dvZuXPngBhm9UR9fT319fXnfE1YWJhJ0/JAi8SePHmSzMxMJk+ejIuLC25ubrz22mtkZmby9ddfm1gXi1wKEkP9wSL/MsLRarWkp6fz5JNPmjw+Z84cDhw4MEhnNXKwt7dnwYIFLFiwgPfee4/du3ezZs0a7rrrLnQ6HQsXLmTp0qXMnDnzvD1OFzOwPPHEE2zevJldu3Zd1MACnWoY5hIWnTx5Mi+++CLV1dVS4r0vahiCINDe3s69995LRkYGPj4+NDc3M2nSJI4ePYq9vT3t7e04OjqeFWAsgeXcWLbFRjj19fUYDIaz9qX9/PwsCs1mxsbGhtmzZ/Pee+9RUVHB2rVrcXFxYcWKFYSHh3PXXXfx888/09HRcdbfioFFo9EMeGD5xz/+wffff8/27dsZPXr0gBzHXJSVlZGVlUVZWZnU65OVlSXJ1syZM4fY2Fhuu+02MjMz2b59O4899hh33313ryrFZDIZTk5OfPfddygUCtasWcPLL7/MtGnTiImJQSaTcccdd9Da2oqVldWA5NdGLIKFEU1lZaUACAcOHDB5/F//+pcQFRU1SGd1aaHX64V9+/YJDz/8sBAWFia4uLgI1157rfDFF18IdXV1QkNDg3DTTTcJa9asEZqamgSVSjUg/9ra2oTHH39c8PPzE/Lz8wf7tvSK5cuXC8BZ/3bu3Cm9prS0VFiwYIHg4OAgeHp6Cg8++KCgVqv7dByDwXDWY2q1Wvjyyy+FCRMmCEuXLhWam5t7fK2Fs7HkXEY4Wq0WR0dHVq9ezbJly6TH//znP5OVlcXu3bsH8ewuPYxGI0eOHGHNmjWsX7+eyspKnJ2dkcvlbN26lTFjxgzIcQVB4JVXXuG9995jx44dJCQkDMhxhjvC6TyK2LOi1Wr59ttv+eCDDxAEgQ0bNuDm5jbYpzkssGyLjXBsbW1JS0tj69atJo9v3bqVKVOmDNJZXbrI5XImTJjAa6+9Rm5uLpMmTUIul+Pq6sr48eO5/vrr+eKLL2hsbDSbOoAgCLz55pu8++67bNmyxRJYzoGYR5HL5QiCgK2tLTfffDO33347fn5+F6W/aaRgWblcAnz77bfcdtttvPfee0yePJkPPviADz/8kLy8vIuezLXQicFg4IYbbqCoqIht27bh6elJfn4+a9asYd26dRw7doyZM2eydOlSFi5ciJeX1wUlkAVB4J133uGVV15h8+bNTJgwYQCuZuTSdSWj0Wh67YNjwRJcLhlWrlzJa6+9RnV1NfHx8bz55ptMnz59sE/rkkUQBN5++21uueWWszriBUHgxIkTUqDJzs7msssuY+nSpSxatAg/P79eBRpBEPjggw949tln2bhxo2WleoEIlpLjC8ISXCxYGMIIgsCpU6ckT5rDhw8zadIkyZMmMDCwxybCTz/9lL/97W/8/PPPlomEhYuOJbhYsDBMEASB8vJy1q1bx/r169m/fz/jxo2TAo3oSSMIAl988QWPPfYYP/74Y68bCS1YMCeW4GLBwjBEEASqq6slT5o9e/aQmJjIkiVLsLW15V//+hdr1661SL9bGDQswcWChWGOIAjU19fz/fff8/XXX7Nz504+//xzbr311sE+NQuXMJbgMsQQPw5LAtHChSCctnMOCQkZ7FOxcIljCS5DCJVKhZOT02CfhgULFiz0G0sT5RDizjvv5K677kKj0UiPiU1bI3kOsGfPHhYtWiRVPn3//fcmzwuCwLPPPktgYCAODg7MnDmTvLy8wTlZC+elpKSEO++8k/DwcBwcHBgzZgzPPPMMWq3W5HVlZWUsWrQIJycnvL29eeihh856jYXhiyW4DCEefPBBVq9ejVqtBjoHVblcTk1NzYjeJlOpVCQlJfHOO+90+/xrr73Gf/7zH9555x0OHz6Mv78/V155Ja2trRf5TC30hoKCAoxGI++//z55eXm8+eabvPfee/z973+XXmMwGFiwYAEqlYp9+/bxzTffsHbtWh599NFBPHMLZmXAVMss9JmioiIhNjZW+OqrrwRBEISWlhbhrbfeEhwcHIRVq1YN8tldHABh/fr10v8bjUbB399feOWVV6TH1Gq14ObmJrz33nuDcIYWLoTXXntNCA8Pl/7/l19+EeRyuVBZWSk99vXXXwt2dnaSQKSF4Y1l5TJEMBqNjB49Gnd3d/Lz82lqauKWW25h1apVvPHGG9x3333A+bfHRpok+KlTp6ipqWHOnDnSY3Z2dsyYMcPiRzOMaG5uxtPTU/r/gwcPEh8fT2BgoPTY3Llz0Wg0pKenD8YpWjAzluAyRBBtUx944AHWrl1LQkICDQ0NfP3119x///1AZwA63/bYmW55wx3Rc8biRzN8KSoq4u2335YmSND5uZ75mXp4eGBra2v5XEcIluAyBBCT9tXV1eTl5VFQUMDMmTP5+eefSUlJkV4nBqDu/vbIkSPMmzePF154QcrZjCTODKqCRe/povPss8+e0/deJpNx5MgRk7+pqqpi3rx5XHfdddx1110mz/UkW2P5XEcGFpvjQUa0Ti0tLeW6667Dw8MDgHHjxuHh4YFOpzunK6HoOfHII48QFBTEqlWruPfee038x4cz/v7+QOdMV7SxBairqztr5mthYHnwwQe58cYbz/masLAw6b+rqqqYNWuWpMTdFX9/fw4dOmTyWGNjIzqdzvK5jhAsK5dBxsrKij179jBt2jRcXFz45JNPuPvuu9mxYwcGg6HHwCKuWBQKBc899xwGg4Enn3wSGxsbfH19z3r9cM3FhIeH4+/vb+JHo9Vq2b17t0Xl9yLj7e1NdHT0Of+Jk5rKykpmzpxJamoqn3zyyVmr7smTJ5Obm0t1dbX02JYtW7CzsyMtLe2iXpeFgcESXAYRvV7Pvffey6233sr8+fPZuHEjgYGBXH311ezevRuVStXj34pbBy+++CLZ2dm89tpr2NraEhMTw9GjR02OAWfnYroWBhiNRtrb2815aX2ira1N8kaHziS+6Jsuk8l4+OGHeemll1i/fj25ubncfvvtODo6cvPNNw/aOVvomaqqKmbOnElISAhvvPEGCoWCmpoak1zKnDlziI2N5bbbbiMzM5Pt27fz2GOPcffdd+Pq6jqIZ2/BbAxusdqljV6vF95++21hzZo1ki+30WgUiouLhejoaOHrr7/u8W+NRqOwdetWwdfXV8jMzBR0Op2gUCiE8PBwISMjQ3rd+vXrhcsvv1zIzc3t8b0OHTokWFtbC6dOnTLbtfWFnTt3duuTvnz5ckEQOq/1mWeeEfz9/QU7Ozth+vTpQk5OzqCcq4Xz88knn3T7eZ453JSWlgoLFiwQHBwcBE9PT+HBBx8U1Gr1IJ21BXNjkX8ZYginE5pTpkwhKSmJVatWmSQ5RW/vnTt38uijj3L8+HHS09OJiooCICQkhEOHDpmUeAYEBPDyyy9z++23A7Bv3z58fX0ZO3as9H5VVVUEBARYkqkWLFgwC5ZtsSGGOLg///zz0lZW1wFfLpfT1tbGww8/THBwMPPmzWPChAl4eXlx2WWX4e7uTmZmJvD71tftt9/O559/jl6v5+OPP2bu3Lk8+eSTtLS0IJfLycvLO8t0ymAwWPzCLViwcMFYVi7DjKamJm6++WaOHTtGZmYm7u7uKBQKduzYwd69e1m5ciU7d+5kxowZaLVabG1t+fHHH3nyySeJjY3l4MGDPPbYYzzyyCMA7Nixg9mzZ1NQUMDYsWO7PaZgKQ+1YMFCH7GUIg8zmpqaCAwM5JZbbsHd3R2j0YiPjw833HADV111FatXr5ZWLLa2tkBn5U5BQQH+/v588803TJs2TXo/sZdm7NixtLe3c/DgQT788EOcnJy49dZbmTVrliWwWLBgoc9YtsWGGWFhYXz00UfccsstgOmWmUKhIDIykoKCAgAaGhp48cUX+cc//kFcXBz+/v4mgcVoNLJ27VqWLFkCwCeffMKKFStwcHDAYDBw4403cu2113Lq1KmLeIUWLFgYCViCyzCna3Dx8PCgtrYWrVZLZmYmN9xwA19++SUfffQRzz//PPv27UOlUkkrmyNHjlBRUcHSpUuBzuA0evRoPv74Yz799FMOHz7M3LlzLSuXc/Dyyy8zfvx4XFxc8PX1ZenSpRQWFpq8RrBYBli4BLEElxGEh4cHJ06c4M4772T16tV4e3uzZs0ali1bxvjx45HL5ezevVsKFt999x3x8fFSpdlll13G5s2buffee8nOziY0NJSbbrqJUaNGDeZlDWl2797NAw88wK+//srWrVvR6/XMmTPHpEfJYhlg4VLEktC/hJg2bRoxMTG8//77CIJATEwMN998M88884z0mt9++43//ve/GAwGnn76aWJjYy0J/T6gUCjw9fVl9+7dTJ8+HUEQCAwM5OGHH+aJJ54AQKPR4Ofnx6uvvsq99947yGdswcLAYFm5XEKsWrWKmJgYZDIZhw8f5sSJEyxYsACAbdu20dLSwvjx4/nHP/5BbW0t9957L7W1tZbA0geam5sBJHl5i2WAhUsVS3C5hIiPj5dKkIOCgnjxxRdJS0ujpqaGDz/8kM8++wyVSkVMTAy33HIL2dnZI0YA82IgCAJ/+ctfuOyyy4iPjwcslgEWLl0spciXKMHBwfztb38DwM3NjSuvvJLXX3+dZ599loSEBJqbm1m8eDFubm5SF7+Fc/Pggw9y9OhR9u3bd9ZzFssAC5caluBiAQcHB+666y7uuusuMjMz2b17N+PHj5fUaS2D4PlZsWIFP/74I3v27CE4OFh63GIZYOFSxRJcLJiQkpJiYlAGluByLgRBYMWKFaxfv55du3YRHh5u8nxXywDxvoqWAa+++upgnLIFCxcFS3CxYKEfPPDAA3z11Vf88MMPuLi4SHkUNzc3HBwcTCwDIiMjiYyM5KWXXrJYBlgY8VhKkS1Y6Ac9reo++eQTSYVaEASee+453n//fRobG5k4cSLvvvuulPS3YGEkYgkuFixYsGDB7FhKgCxYsGDBgtmxBBcLFixYsGB2LMHFggULFiyYHUtwsWDBggULZscSXCxYsGDBgtmxBBcLFixYsGB2LMHFggULFiyYHUtwsWDBggULZscSXCxYsGDBgtmxBBcLFixYsGB2LMHFggULFiyYHUtwsWDBggULZuf/A2uEo67OFiqRAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Ejemplo de matplotlib: https://matplotlib.org/stable/gallery/mplot3d/lorenz_attractor.html\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "\n",
    "def lorenz(xyz, *, s=10, r=28, b=2.667):\n",
    "    \"\"\"\n",
    "    Parameters\n",
    "    ----------\n",
    "    xyz : array-like, shape (3,)\n",
    "       Point of interest in three-dimensional space.\n",
    "    s, r, b : float\n",
    "       Parameters defining the Lorenz attractor.\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    xyz_dot : array, shape (3,)\n",
    "       Values of the Lorenz attractor's partial derivatives at *xyz*.\n",
    "    \"\"\"\n",
    "    x, y, z = xyz\n",
    "    x_dot = s*(y - x)\n",
    "    y_dot = r*x - y - x*z\n",
    "    z_dot = x*y - b*z\n",
    "    return np.array([x_dot, y_dot, z_dot])\n",
    "\n",
    "\n",
    "dt = 0.01\n",
    "num_steps = 10000\n",
    "\n",
    "xyzs = np.empty((num_steps + 1, 3))  # Need one more for the initial values\n",
    "xyzs[0] = (0., 1., 1.05)  # Set initial values\n",
    "# Step through \"time\", calculating the partial derivatives at the current point\n",
    "# and using them to estimate the next point\n",
    "for i in range(num_steps):\n",
    "    xyzs[i + 1] = xyzs[i] + lorenz(xyzs[i]) * dt\n",
    "\n",
    "# Plot\n",
    "ax = plt.figure().add_subplot(projection='3d')\n",
    "\n",
    "ax.plot(*xyzs.T, lw=0.5)\n",
    "ax.set_xlabel(\"X Axis\")\n",
    "ax.set_ylabel(\"Y Axis\")\n",
    "ax.set_zlabel(\"Z Axis\")\n",
    "ax.set_title(\"Lorenz Attractor\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e85fb155-f7ee-43b0-ae98-774bbb8dc598",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
