From e68baae8dfe79062dfd5c2f7342dd79d6416b155 Mon Sep 17 00:00:00 2001 From: yalmansour1998 <120363766+yalmansour1998@users.noreply.github.com> Date: Fri, 5 Apr 2024 12:01:32 +0200 Subject: [PATCH] Add files via upload --- lire_csv.ipynb | 115 +++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 115 insertions(+) create mode 100644 lire_csv.ipynb diff --git a/lire_csv.ipynb b/lire_csv.ipynb new file mode 100644 index 0000000..6c9d884 --- /dev/null +++ b/lire_csv.ipynb @@ -0,0 +1,115 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 118, + "metadata": {}, + "outputs": [], + "source": [ + "import csv\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "from sklearn.datasets import make_blobs\n", + "from sklearn.metrics import accuracy_score\n", + "import plotly.graph_objects as go" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "data=\"dataverse_files\\Dataset\\Shear_Wave_Rot00_CSV_Data\\Shear_x001-x101_y010_Rot00.csv\"" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4000\n", + "196.0\n" + ] + } + ], + "source": [ + "tableau_2D = []\n", + "with open(data, \"r\") as csv_file:\n", + " csv_reader=csv.reader(csv_file)\n", + " lecteur_csv = csv.reader(csv_reader, delimiter=',')\n", + " for ligne in csv_reader:\n", + " tableau_2D.append(ligne)\n", + "\n", + "# Affichage des données\n", + "print(len(tableau_2D[1]))\n", + "print(float(tableau_2D[1][1])*float(tableau_2D[1][1]))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 114, + "metadata": {}, + "outputs": [], + "source": [ + "tab=[]\n", + "for i in range(len(tableau_2D)):\n", + " ligne = [] \n", + " for j in range(len(tableau_2D[0])):\n", + " ligne.append(float(tableau_2D[i][j]))\n", + " tab.append(ligne)" + ] + }, + { + "cell_type": "code", + "execution_count": 119, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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YmMD+/fuxf//+YJnJyUncfvvtK9awPjpAYZncAqaAJePfghI4cnQrAGArDiNDifnKiXQKC/X1GQpMYxFHUABMcNHg78L837J8CNwUY377KnB5jC+c5MibgjYMkQSzttCZju3TUPkUBkJMPrYjlQylicGEMIzKu2nHnLoDpuNamwdZqJsYhDbmYjtznd7cKeNrC4d1qtUFSdk/KabEkAC90mi6Bz0nTUhpI7iE0NQ3o+qHuGDnt0MTSNtitZ4hx7DOvjQbnn76aed4t9tFt+sHdpNQQfizP/szbN++HQ899BD+6T/9p1heXsZtt92Gt771rXjVq14FAPjwhz+MHTt24GMf+xje8IY34OjRo/jQhz6Ej3zkI7Vl5K677sLu3bvxmc98BpdddhkeffRR3HPPPfjCF76ACy+8EADwwQ9+EBdffDEee+wxnHvuubj33nvx9a9/HQcOHMCuXbsAAO9+97vx2te+FjfddFPUv3UYrIt3LXEVK+36cRB4HM8BjgFn49vAQeBRPB84Bpw7+w2URW5MUAC24xAAOFExeVmiW5JpxCyWpGXg2pPpysxDmozpynl1DjPoo1v/5loIwOSQIVV7H10sVuHFpI63GhSrISG4uyUz7Ln6nHbXVvdCJgL3P1e9cy2QZFpcKOP+MnROHqc7UBvInLCI6boe3h8ZSvQrzRWZ8Qhk7uD9zSObrNaKTCOLjtZK/+gmOOkLZEw8ph19dL1Pr+5h1wQnfSm0xdgt5d5VmkS4SUgbg3SNr2WJ+4H4fiuZ0xZrWnQ/1KYmJhNroxQ+NL8jn2bfZ0VuGnR3ak348jcYUnDT+lMeT2GSmqDXVsPg+yy5fZVqMuM0Aa4TNH20PpP9HII0E3GaNfrluTa0y++x8qupkRkVdu/eXZtwZmdnccsttyRdd/ToUQDA6aefDqA5vxuAxvxuAPD5z38es7OztRADABdddBFmZ2edMnv27KmFGAC47LLL0Ov18NBDDw3SDUlYd35FM0eXsHX2CPBt4Kt4AXAUOB9fBr4NfA7/FFf/4C78Ij6H/zV/Pr56xgtwLr6B/wffwhxmcAg7ao1GVpSYPnYCvdOPYAFTtb/HDOaY70OJGcxhBnPol10sZFPV+T6eOnoG5mZnsAvfRxc9fB+7MI0FbMchUFSTYbxu/g3aodIyXVZM3vgFcHVrCb4DNcfszo12Mx30q+unQX4rffTr37w+wNW8EEOTqmbAqp9px8ODv4kmYsb9yvw2hx/V9cxVPZdVDJp8ibqCIZNWjbx6yEC5UAlFdD0tiJx+bjLSzEcacymR1/cskaEDOMYraTbhooChw+1PSYukQfstISNuUnepIYFU9guNOb57JY0k3VOabOw1ulOrHJt0bcg06QoHcYbc5OPE6dJMW66zrmtCCQmD/j34fNHD8FM1PPI4bz83Scp20Vx364qboTQBRqNVIlfaGNOGhoSTVP+klHP8u5wTbfyGRo1RmZYOHDjgaDA0bYzE8vIyrr/+evzCL/wC9uzZA2B0+d0OHjyI7du3e/fcvn27U0be57TTTkOn0wnmiRsF1p0gs/EYMDM7BzwF/PCxsxyNzNfxPOBp4Fx8A1jaiG/jOSiRYTsOOYw1Q4GsOIGJJWC6t4C8Szv/Xu2vQuWmKg1Bf6mD/qZuFZ7dw9KRGfRnO/VOmZxqCQuYrhcn42vTqYSaDjJkFfvv1743HfjOUpoanfx2zH3NksaRwTI1voD2YBdy8kUhaAtWyPmX35N29z10ao0TlVuofpPARg6iXBABrKaJ6AJ6mIaNFLPaCJ/RgmnAbPvtb96j3C+It42eBzEHvphb0alwnpXPrH3GJGnhv+U95LUZ9MW8DSwDs6OZm/U6ddvDmhEuWGmCrnZt6JjuK+ObvlzBqdnMEhJ4UnbpOq26Oa6NNoGXjQkDmiCoRZ1JATLWZve31UrJMUebKqpT0hkzCUohJkV4cYW0dr5J2lrUZHJeSVDU0qA4Xv1vSjWi4Y1vfCP+9//+37j//vu9c6PI76aVH6TMqLEuTEuA4iSWA5g8DuQmUgg5MI1FIKtMSPkyZjCHDCUWMQUAtWNqvRAkzIN6x1TYBarZ5qzl8miWKVMX3qYFZhg4/dMCdudvGRx3DI3RprWbq9JPhtpYMgBt932qIvT8ZAj+SqHJNCNNE6lI38kPtn+Tzt7me9zv45mGUa0xwGAJ9QgnUyNzsvCmN70Jf/mXf4m///u/x0/8xE/Ux0eV323nzp34wQ9+4N33hz/8oVNG3ufw4cM4fvx4ME/cKLBuBBnATKLjm4AfYRuwFfjJZ38D6AIP4XxgK3AhvgjsAv4Gl2Hj1jm8FJ9BhhL/G+chQ4ndOIAFTOH7ONNUeAwoc1cVzRkxmUH66KAsjEnCRNVMA7kN117ANChMFNA99AF/Z6t9l5qSYfurDbRdd5OGgTRJFCVF4byLlSlpDpvr4yRY8tcnkFcPr5/q5RoEsu23aR/X9Egn6xQ0CS/DPjPNtyBWNuYnEfPXkXS7+V/4Rw85tjT4jJ5oi7WHR/DokS5a+LpPMz8X+liNne/rExKEtDDgmDCjtZN/QuDjRfP3aQoB5xF7sj3htunPRrbbj3pzkx7G2qZp1WLtAHzfHbd/9HVI8885GVjthHjLy8t44xvfiP/yX/4L/u7v/g5nn322c35U+d0uvvhiHD16FF/60pfqMl/84hdx9OhRp8wjjzyCJ598si5z7733otvt4vzzz2/ZsnSsadNSKSZuBz0sbt6IH+EMYCdwHv430AX+f7gE2Ar8Iv4HcBbw2f/1cpy+53v4FfwFHsNz8RAuwC/hr/HsQz/El7ZP49uUIW8eKDLjw8L9Cih/RafyzVjANMoiq5n2AqaxITeOqf3KrEKOyGRq4ROfT1rOnI0q2V2MyPShx/xYhNSz2qLrMyO/9kFUtbS8lsgrR95OnRPHhK1vxRxmUCDDNBaxuRJk+ILGHYc5uFBIgk7HuberrUkRUqRaPoX5mHtwlbi9nvwK6HibUOM4je0iMWI7XN7XUjsY01xoZh1p+qDj9N8+C/2VDIPs5kNjXBfOLEOUvj40vqlvNe0m91fh5zRfFc3sI8/xOu044SYeKQBk3rPnz1YTYlLGVoj2UPh0qkbKpT1sEuTHpO+OPJ86V7R1brUwbNRS22t/7/d+Dx/72MfwX//rf8XMzEytEZmdncXU1JST3+2cc87BOeecg5tvvjmY3+2MM87A6aefjhtvvNHJ7/a85z0PL3/5y3H11Vfj/e9/PwATfn355Zfj3HNNktm9e/fi+c9/Pvbt24d3vvOd+PGPf4wbb7wRV1999YpFLAHrTCMDAL3MRP1gEtiGHwE5cAg7gEmTuRezAB4GOlkPz3p8HjmqvDMA8GPDOCl6CaVrRwbcCUE7YLlAS+ZJDsSa0ywHX2D5Mf4/htiOkqNJIBnlpJfh1NaJ2eauoXtSvhq5kwyZBXh/D6udGsUurukZhQSDJlPLKKFF62jnBzW/aHAjbsK5dmx5X6hJ0crI41wLxYWYkOAWg/RXidEm/VjkJ4T4uHfNfvL8IIjREnLKDp3XEBNYtGNNQkwKUjYe6w3vfe97cfToUVx66aU488wz68/HP/7xusyb3/xmXHfddbjmmmtwwQUX4Hvf+56a3+1XfuVX8OpXvxovfOELMT09jU996lNOfrePfvSjOO+887B3717s3bsXL3jBC/CRj3ykPp9lGT796U9jcnISL3zhC/HqV78av/Irv4J3vetdK9oHa1ojE0IJ4yNDmX7nMANMAmfgKVPgINAvu4CJUsMcNpsv82Zy99FBf3IjJrPjrE676+4yswY3n5jf1kQhJ5Xc6YVVsVZNLH1/zF/hMZvQ7omu087JyAcStvoImwkGQYmszvBq+s/4Ii1W4eeAjUriO3OpeZK7QRIQQ+2na1JU7DFBKEWYTNEoSHX8qNAkHLcBF8zbIhSZ1BZScKVx2qRdo/kQMk/xsS61R/z58TmqmU5L1kaundG0bm0EQi0yqP3za07GR9A0aESHBK+T93OMvrbaRs2hmT8zl4Z0TetqY7U1MrG8boRR5Xc7/fTTcdddd0XvddZZZ+Gv/uqvGmkaJda8IMMX3hJ5nSEFW4Ez8X0gB76N5wCbgWf/nx8CmwB8AZg7MgM8DmQ/W+IAzjKVfR9VEryteCo7A1smD9ap1SmfS7fsYSozifMKZHX49YnC0DCDOXTRw4nCTEgu5FB0Daed4NrH7TudzELZqesy4dhddRGJMRAuBJBARfbkAublmDYKyJhteg11ypBmzvBl245gax1evRVHUCLD97ELP8I2bMWRKv/PfN3OAsakx7MKA6joNJFZ5lxf3LcUNNlwVH/nJ7VflllKpqLtgDXzg+474B/j10tzRqifydzQQ6f2zyJBkJ6j1LhwoZg//xTISLDYtSXiAlosmoa3UR6TWgh7vzQtHAlWmuBiabPPiZ+Xz4mX10xXmhDjj7GwoNKHPqak0CRpJ8FKa6cG63Tv0ybbqmmFpECjQYt0SoEsz8dfzJTHzzfRttJY7cy+Y6zDPqvNFZPALhiHo+9+bzewFcCXAbzI/D8+P4XqHZL44XfOBJ4N4EkzGeYwgyM4Ddh0sGKoxuG0RIbO0nFMb1qsJ9L0sSVMb1oACjNpKYEeYCYhT6FP33N2XjMlcUZrTC+9WkijemTiuBi4aASgyo3Sget/Q3e2Qo0UIiQziYd6Wg0W94chp94CGX6EM/AjnIEZzNU5esgpmhj2DKuTGA7l1eE0aMIMpyVjLeT0cUbP2xZ7LtSnRBOnTdLKX5Ipy2mCLAdpB6XvlKGdC3B+KLVsvy+EFbX2LX5M0u77EWltCTEabezLKD4qF3smoVwyrv9IPETYbZv7SgatXSGQIOE6HPs+IZJ+DURDk1YlZI5MWRNKZd2R12qCmluH7qtj64r7hjVtuuRvXr/s6yZhabWFmmHDr9cdU14FrDsfmRo5W4SWTPg1jlXnlgAUuc0FvVQNu8LuxO07kXQGU38vtMU+vJNLtTXHVLJc0BnGDKDRElvANQEhFT3msEv1kHBo6y+chbwJqeav0PlhfQw0xExMKaantqa8kAZmGAyqrm+r8VkJpI6bmBDDjxNkRExbh9c2zyTFlNlm7Ia0fXz+hJy0m+iMrUEpa1gqZBu4QKzhZEcujbG6WNPCnxnYLiOs1e3zFaMtgI1b53B8svKYPgbT6vkJIK9eVJgvG8ElFxMmR/3KgDpp/OTG2kFVOqeS6ahEhg05RTfRrqSs8tT4u1nu66EtIL7GoWhkWNKUEiqvLd4yOy2vM6RRoPJSMKFji9XLHEw/2XdgzWGmbpPsT9e8psOq09N9A0L0hiA1HzFhoxB955qF2kYbuSp03vf2Wbj+Uvy+MV8RXmcIUqgMmUk4vdr9fH8Saw4JJXlz67A0pDmZynBdn65UQYDo0fqTO5s3C6nxsRYa403XtGXYrtDr9kvMN6XJ+Vff8MVp09rc5Hcjr9PMbbwuOR9XA2PT0upjXfUZDdbF3jTwVPXyyGPA1jOO4IeTW4wG5iiASQBPmf/TWARQJc3LhCCTmVDqOczUmXnnspmaIU9hARt7qMN/p6u3b5fI0JnsYQbzAAwd5s1Ki877hSjPDL0fqSNMT3LhpwlufWRsZlVrVPD9QZoiVcw9rADDzVAE1yk4/OZeTTAqkWGuN4Mj3a2mn44tId9kXtb5FLZhAdPooo8pLDg5ZOi5WKOXZcIyikTzEXEFRds+Wxd/0aaeXI/7WGh9WIq6+HHeVyFmx5+jrFfS0RRyHwMJPfKYe09rwpJO1Rp9RaBNKbSEIJmzFcEL77lq14YEL34tF45pvvJXbOg0F4GNgK6ZITGTymh+HU1zMiQ4SpNwjCYNMbOWhkE3CZKWFA1uzBwYqifmj7MSzvVNWG1n3zHWmSBDg7a3RBqZDCiMgIHJqtASzPd5wMguZtKENTLmhYcLmHJetQhUGpkC9W9Kp18gQ17lkTEaom4lyCw4ixP5ujTteKSN3TLf8C7Otdf7Dp+he2WsdCpCZbkqfmF+GgtdIwBOHgOyTWUlJFJCvH7tm8PpTjWf2d2jm+Zcar0GMSeF/DEkpB2f06Pt5mMLb6heriEYZnEOMa2wZsB95xY3bw7G4OLMMSZ4xbROJbhIYttCr4+g65qeJ/dJio3vmHNtVl/tRzmZ89a/S45NbZyGBEp+P58GXQCT7decbLW6NIQii2L3C81D0mDHINusrWsxbdIY6w/r10dGIhfftbnSwKvkjr9EVgs/yO0iG2NacqcihYY01bmlYxB1fwhSoOH/uU3a9RVIWyTKwr7JW9IX0nTw/+ltiAthmUK7pllaCQwiRIXQ5NPRhCYfhRJ+pmTf4bPdPmhQhsLHW1sM6i80bFtD0AWEU5/RxsZWWCsVNhmuRJvl5m2U860NVjuz7xjrrM9oIHcn+1iqUsPUmpgc1rl3EsBmAD+EeZ1AUb3Mqos6IqZAhuVKSOmijzmg8vMw72UqkdUmpmksYONkv6qih604giw3OyyKyCFkMJoa+g7Ylxdqixy1iaKUuPqbq1T5PrRp0eXMnuoyLz30FyVe8yCLD5lkTsxP48iOrab/inl00K/feG1e4WB8iOhlmhQtRrllAFfbYn5bDZW709ejMiR4NBP1hdzdaYnUOCjVYQz8OWlaG26qc9viJpIjIcy+7Zuie0qnrKQzZUz0aq2i76NEEXPctKVF5ch78jbxcpKp8bHVpKXhpjwukOrCcNxM0WzCiI/5Jk2HNPE2Qc4z2SYtyrGJ7mFz28TAtUy+75Wm+dV9cCTNsnyMXrs+uRmaCVZzuHoYRy2tPtZVn9VZYvMSlOOudrngLd1cfYrKv4Xm16xd0EvkqFLD1BPMeLlM19UsYArHu1XumEmT5G0KC7UgAxjHVm5S6lbGKcmEmxbMjJXkJiUu3HRZvTFYhmk1RWUlsJnre/UxLVxZokkrVCAD5idwGFtN//VMP/TRqQSZKWzFkdpXyDDObs26eSgu9YImxFDOHnPOPkdd1W1NAk0Cmu0tXxgpETdXcVV5aDdeQB8LXNAhAYb3gdTKhPxt+HlDM+k4LCOi35z5ctNeUfUpCTOp40y2le7EmR/dwfXDKp32SA1hk5lQMnwZgdQGnFnKutxyet/HhA+XuTdvFpqEtxia8vjIfmlyspeQ/dLGMTumXeRCktTUyn7QTGmD6/PGWCtYl6alLCut4CLnblkdm6SfbNDnYkdVfbWak049SYzGgN7x068FF6NZ6NdlJLPhzIqziRS4Ydf+jlgyIHk+BL7jJwZCEVfE8sjhUjIUieC9CuOE3UMHKCwD76nmpsxpY+puVvsd81/QvjcteSE/BaJXy7eRsivXTGIhGqk8/86FHs282QQrrOi+SdQ2VUh12uCbEDRBvY0PRgxN41HSOChkX/Dv9FlJxMbCoOCat1RoZr5UXy/tfJPmpglNpvSUQIdRY2xaWn2sS0EGgB0NmfKbRgubawUyIPOFBMCV/gGKpKl2CJVDcJa7i3Un6zkJ5bTFR5pxUhZlSRdfjCSjkedToS2aTRFKUjjzUJCfjH23Eu24yXeGaxlCUUIhOs1vV9hqWmBJQNPqAgZXwUtBTJ6LXZeCFA3SMGGnba4J+eoMsgeW/ZVqRuH//e95/X8YYcMd6/q7lFYSbTcm+vGQ87ROe4rAEkKTf5XU9HLIZxV7bjEBn36PSvBLxcYRfMZoh3Un/NWTnGlkSmQ2UomOTx6vNQOybP3JNzhMKcMiSuRYwBRIDbywaRKHsRWAfbdTiazOVEu/qyw0LMKpxxT8GaS2I8QMuHmjyUbPbcyhxc8NQ7U+I2Ro4P0aC8mW0FT580dmMLdpBshRR3TRKyCoD6awUAuKPIke9QvRwn/r9w9rjGRocaa0U2onUlCyvuT1c2iRP+baHGCCb0irZvvAfw9XyLQU0n6ETG50nzaCNe8zbv6QGke6b9s+Df2W4AxS9l8qQ6O5J4XyJmElxaejCZxmKYzKkPEUaIxdgxRItbEcQkjglOOb++vETNWp8DdSYQGavypmjPWHdSXIOIs/RRORsy93+s2BDZN9YKma2Hn10q2u/x4eMn8AZKs1yd1IIOmji3nMIMvK2hfGCDIm3JrqM4y7AL03yZhv+vUCq/k7hNTJNpS4OUyRmIa0I2vgfgqS4VN9MWFGYxZ1+QLA/GTtLD2NBXTQQ48JMl300a8WHNLSSEGGnoHWL21Divk1IZu7rEPTQMjrpbmFzstz9tq4k2QMo9pt2vHUd/rAmh1jTrNuwro0M1KoL/S+5+OYvku/Du7DwsvyukP5RkLtst+b/T+s4OH3VXOUWFhgbiOEcWibCWo/p0fXqo3WB8c+N93XRd47dE6DLyy3N3WNEsOah9YVU14lrH/TUuA3+bRIpNhU5U5PT5TVbuIMYwO33i3tdzehxUc3hQ2/GGjOfTFBa9AdW8ruWTONDQvNZi+F41To42qw1zG0xShNbRyrwVBSc5asNkbR9mGfAU+jsFqICS2x8m0R2mSstmmJopYG/YwFmfZYl31mtCz1DxuZpKzxtDB00QdKIaTkGdxdno2cAWwivC76KMsMvYw0N3bi0FuKU+lOMZsYuvWXskltBTeV2WO+L0LIn4Qn/GqzM1QXlSXbZxlK55UEGtOml3XG7hnShMg28r7lO9J43bYOPQKnOXpFmgW4IKc7bDdPSenXw0053FTmm0asT4SMiOqLfvZNW/pOmqKZtCRzsbbH2+drJyX9seO8DXQ+xSTFzXbmOn/O0D3aOhBzAUILEdbMOoRU8xbXVsm1IUbvIM7QWp+mCNGhKK3Q2hLrF97eJqysB5OLcWbf1ceaF2QkM6gnJTMtlWV1jI3mLC8cwaWDnnFIFQyuD5s9o1/5bJC9lXKedNBHWWSYy2ZsXXQflM5vftx+L9BBv/ZLkTlBuP1XJn1KMTERKIzbCjjN2icpzNB9eRvq/D3oOQzNilBVW5fg5N7p1GHeLhPkDr99Zorj9wYo54+tP+Rca9vQ7p09KRFP/D7uomuZoXuuU719nH75woEmQHC4jteFw3C7tWmuW48bazI0/zX/D7qvZo7hQgxlyKX6+NvZuTCW6pshIQUYVxSXAoxryuFCQsx/SxO6APNMuo6fUvoGxF7TPBdDmoNw/a4QRMe0uduGubeFLzhaf7o21xN4WHVKf2jtSmmnGZv+GjzG+sGaFmRKZKr0mqN0NDL9Jf8tNXnuMkb5wsIMJYrM7krNVOg6TJ2cUTMUJiKn260ZBYEndKN6Xbu+7u+RiUUj1gey7YWokwt4/k47vhOSJp+mhUdb7OqyJCjmth9snJHOxK1GpqfSJYWqUHukMzOnlUMKVPIaTathr5X9Tm6Z7j1pzNA1XLvRlsFxp2yp0cvg5xbigk+4Dyw9sXFj/tscPyGtnyZsawyI6LdCS8c5JyPOqN1SsJF90Qb8Gpk3SDJSLkDzuRGCfLa6QBwWwEL18fltx1fYz6SNoNNsytT7pIlmiTYmM1cb2Oz8LMfuSmPsI7P6WL99RvOvZL9LuDrGQkws+buCFA6ab+3vqGMLizlfOP9DaKJFy2PCadGEKM5Ytet8WvXFqHFRExovaQ6K1S9pXyn4zsQ+g2rrh8IZi+uo7UdSrOSC6wu5rrBgj0vBK/eebRMGyQWy0iHMpxpCQvdq1L1SWhuNjhAGze/TVhO02sgzYOPEENcvA6do005ZrCtBhphjD11gvmKIS0BvqWteFrkEI8gsVRccE0yzdAUOP/GVVZ0vsAy/fXTNPTaZ63iuFKvx8TUzBArDJnRNjQD8aBmawLppwFXp++GPtB93tQDUhpC2w1Vpy1TkrprZ1cQUdWI96ndeD5nouL+G+2Zfa1QgWsM7On8XKtvYhLBgpSefk+3n/wn+rt5qHXyTkn0xI40/Pg5jQipd3wTjDxPQmDltLsVzkRqSuD9DE6ivNTPaKBhss3YkrEHR+kTTlvK6BkXIjKj1QWgccyFZo7Fp4zGMMKWZerRNm5wHsTwyMXCafS1pGXwWKyUwjnFqYN0JMgDQ73UqQaYAjgHHq7dho1d95qsLjhkBo37X0pL1b+nXZiMrQJRsMlJG2gyleVXBUqcuJ/1qAJvHQIZoao629I5tU86frFz97qvs9UfKw8VJMCGhy7yeoMfqiDMS6RPAFxCijQS3nNe9ZF8jQcIavxc3F0gthm1bmhajrKnKvD4JmZfs83XPc3NiKCy+aedpfXzct0jzMtxEoDF53g7NQTTGsLTfJNTwOrRrM5RYDAg8MViBO55fRZpufAHdPkNNM9eUfC2E1LwvIaFgUAFGtpE/d8185wq9/iaC0KSh8LWu+VDtCY15KcBo3+n+sXoMTbrALPuQxlkoaOH4KgoyeQ7kY43MqmKdCTJVZFGRWRNSAYB+y8glxZTEGVVoUQEsQzbn9IykNOG0hVWLguHMU3euLbzFJwRtESTmx5kllW3rn+HSHjaLSdOdND2l3tM4VYfBhU4S2po0GE3gGjASRlKFhUEQE8h4/cOq5OUxWXcHaf4cWt2j3N1LYU6eazo+LD2xXE6raQbThJhU2A3QaMP2tWcVEzD96EpdiJHrbOgZahoZfk7WvZpmqI1DmpY2Lo+OlmcK1pUgoyIP/HeO+SOnycmRa2m4NsJUW6q/CTFmyB0s+fFBo0B8Va6+KJLbKCE1cZiMGJF01/+FB5w1Gtl8LqEEadaZ0n0WMqmX9py0BTPEHOXiqO36+H/+XQpo5r/+jDSBkrRNrgnTN7PZ3/Z5aeVDCNHGtTQhs5MmCGl06po0v3woai6+Q7fjLRbRZTWF/tzRfIW0umSIvms2aV46Q0xa1tUEOxZ9Z3up2WkDXp8ML5e/Q+1oAy2azadpeN+dYa8fY+1hTQsy1ryiDNy8mow5gLwEJjea7104Qk2GEpjsWWbLQEKFVI+S6YRMMxTxROHYXMjpiEypPK+Mthjp7XRVpiHGwBdcd9F1GYrmD0Ntk/ktZP4L271+SnoyJVEf8A8mYbMrV8os/lZwrnWia6ymyByhyLGYSaDH9DYymsbtU/+tuXLxjj2XNoJlTCAsQOY9Hg3XrdtbwJgxjRnIvtHbioBWUOPCCP3XBBEaT2S+NH5MU3UZ2X7ydXIzXFu/HW0suX1jn7H5bsPuqQ16egF7D00bx8PJTXlfY6JFO8nnWrA+0aBpN5vazK8NbQpiAnXsGI8MlCbdJgGJrg1ptEKm6gxFsB1Nmx7payjbpWkJte/h+l3hOUTjamEkpqUxWmFNCzJJyIENeYkTk7BaARaaDQAbJzW/C+toyaM2+I6oV3mz0CRarJgBvXqgQFa9lUlL+e4yndBOhBZYt45QIjapdXF3/LZ+NySX75xjC5ImzFg6fa2TQ2cOYNLca7nq/06V8o7vcq1jKepjxKB69dvGbXupHR3oAl4vYJDKRJ/Kdmq/peA2COzO2hVC7DMqlefmOvtS/hwpqElVumQImp+PvYMrVFtRyYy/LvpYFO3mbeH0SfTgjh1Ot3SiNzSEtQCcdu67JJl6zu7CEdo8SO2LBk2gkeckuNYtNI78+elCj5xzBRsaN7oQ5ObfGQQhbcpqCghNIBp1mlbZtDREzvyNJ0ZHyzMF6/8VBRns6wgyey7LrQYmy4ukBSyEkGlkEJt2yn2GRRvVa5uFKrSIZiiCInNoceV1pdDAmfkoVMshp0EpvDlap0TExoVvAtTbM4o2utFYtm2pptBBkUJ7wXq2CboQHReyJdoweWkiGvRZaGZkDtkO6TtHx1YTMefdMcY4WViXGhnnPUplFbVEeWQAG35dBdOURbXb4Jl/hd+LtngRY+ujAxQ8MiW+QPF6jNq87+xsNUZCu8CmhYurmOVx+du3j/PoCX13rPnCEI0uvf4L6wgFuzxDWUdpablsXPNPsxo//tu2SWovpIM2p1szI4TU/ylCb0yjlur7NArhQob7khmPm++k4BbTHrgmD98UImmXZprB26GN7WafKE5PG2Fk1IJdKqjvyR/MnXPuemWOhZ9BaB6n0qEdG1SoCmujdX8u6Sdky58ieYgyDKciGMIs9UzFuhRkCLVwUmRuHhka70vVokdCyDGfIbv1lTUTpIyzHfSN+WJpY12+D/dt2SFwYYKHwhKraMoL4S7WdnKH7qmZAOTOV7aZM7vUHTs3V9Q+QTkcQbFfGZYylJjGYu0vE4806jttDzGrtoyJ2hReIF2Hyhgja3NvXpfm7Ev1pWgU5LkUQVbSKk1bst5BGDg3o0ra7XxKy4wr6fePhc0z8trYM23T3xIxhh7zS2mrJZX0hh3tdadubqZO7XffvDWc4MB93eRYlPRzM1xq2PxJQ47hBJmxaak1TtGRkI6YI1mOshJccl0jU83DE0W1MLBw7NBixLUufCHm12q5S8L0u0nkCHxxkuflImyO+QtSKL8GjwLiddCCyheVlEVc0zJwxtdUR5f5yaSETGsCYpP/Cm/bMBjm+qb7t6GvqVzovNafZOKwgmQHU1gU9bnpAPiY8X24dK2TFZl15pnKVEdhVpN0ta1Tu0b6w8Q0Hlo7U55/SGtHgnjMbKYJazJcXZaL0+In4JTzT0YNagIWTysR0/TRd7suniIaGImxILPqWL8+MhIFMOL1r3Hxa7tjiNU3aFRM+F5tdr9ts2+6vhfN5eOmCEuHa/YiaBqmEEpRNkaTpc2y+mEQuj7O8Jp9MIb1Y4qNn0E1MYDufB1/Nq6pU6OF/4+ViWE0Zjl3HLUVWkZB17CMfNQ+Lto4arsWhK4NgTvDj/HMxbobASUyx5HXaWEspwyDtnjzUGwKqabsvtNYAAAsYKo2p5DppINe/VZoHuZpNTq6JsK0JRRm7YZcymtoZxMKtdSvs2+a1l6gqWq71L6zUSTk99JFz8QU5hNm2Sl5edMHRitjru0zHw1OB4UiTzNtQSgEWcthQvVQNmPbX/5iq4XvajteGWHVFprJh+9sy7qHcrWdceE3pv2wXjGAm1WZ4McWFY4JNNSOFF8l3zToti1kbglpL0lTwZ+RNs41jUBonsVA92yjfXWvj2ufNB8z7RnR85HaVUtjzq5NM8eF2h8a+7HoRS0aLGQuCmmUQohp4/m9eOTjqmCskVl1rGlBpoT79mtncZQtK5RjfoW1uGKq8IWEEnnNdBer9y3NYA4AMIcZAMAUFlAgwwKmQfk6ephBH936FQgEbu+N+Xzw7zJvhl3IbJ6RJnW5ZCRW0CrRJACFdkp+RE/BfGQKIDd+RBOFLNPDFBbq/rWM082MbD1vrGBTIndeCWFodHP58P6TUUGcsWnPnYfwkkAaajPRmGqq0DRMJDaQqcAKzwZ9dFCwNnJGGmIoIT8JAHX4u8ZAuCnICJv9esxzepvypGjjKcQ8m/pNCnC6uVUmjXPNGJwmXp7T0mTm4EKMLKcJ/npbXB8RfjxmDgqFlUuTqxTseZs57Rr9GjTBUBtzTcLIKByPpclK0iDLrSo2YOTa/zHiWJempSwrG4WWsgiPtCbThtz128WV737iPhmakJDiHyLRVl2rhYgT89TKhEw1qQtPzSRz95nwRZn+yxwy8n4l+1j6fWFMK8MZT4yhcsSicHgottRa8PZ5/RBAk8lFYzipO2f3nL/T1xg+L88ZZ6gd0rwiaeP+I1wQTWmPRlMmaJLnte+EmCktpLUgcM2svC5VGJOI+RP538PRgCEQ/SsZLp0qxMhrYgI30N5sHjJftn0maw2f+9zncMUVV2DXrl2YmJjAX/zFXzjnX/va12JiYsL5XHTRRU6ZXq+HN73pTdi2bRs2bdqEK6+8Et/97nedMocPH8a+ffswOzuL2dlZ7Nu3D0eOHHHKPPHEE7jiiiuwadMmbNu2Dddeey36fU2POzqsaUEmedLktQqg+i3+oxrobKzHJqbcaUqTjxbKGyRNlBnE34Uv7DFmGr7eCmJUS4jJSKEnFRtynRbSAnFNkGRUKdBNc7qjsCyvtalt34XOtW0DZ/iDImTKab7ON8NxxNrCBTutrBbxpo31lDwlUrDT2qt9l9A1Npq2w2pxwibVds+aaAv5eISeV2jDEUNIw6yXHcwE0yTEDevLwvuXr3GxcicN+Qg+LXHs2DH8zM/8DO64445gmZe//OV48skn689f//VfO+evu+46fPKTn8Tdd9+N+++/H/Pz87j88stRlrY/r7rqKjz88MO45557cM899+Dhhx/Gvn376vNlWeKVr3wljh07hvvvvx933303PvGJT+CGG25o36gWWNOmpSgKNtHzEiAjVAm11QUy7zg3o/CXRPaqdzeTDwhlnCXfDfLxsKp/34xD4bYcUvVraCjqXTEPz5bCjwyTDoXRxlAiczIV0/31vDE2ZbnRPElm4PrxdCZ7WJrc5N2Pyncqv6Iu+oxNlXUfUnmpuQoJi3zX3xQOK7UtqYvhMMKO9IORtMccHcu618tg+ZA2MIURclOW7A9N0yThahIK7xlJ8xAd48xQaj2163nZkEaTzDwx7ahGExdyNFMIp60tmgQXzQeOryHWtNjwklZBf6jf29HON2lyzdG1zG40pG8Gpd+h/nTXI30snVLIMZxpaYA8Mq94xSvwile8Ilqm2+1i586d6rmjR4/iQx/6ED7ykY/gpS99KQDgrrvuwu7du/GZz3wGl112GR599FHcc889+MIXvoALL7wQAPDBD34QF198MR577DGce+65uPfee/H1r38dBw4cwK5duwAA7373u/Ha174WN910E7Zs2dK+cQlY0xoZQFdHEigsutYGKM6+GUr/fF23v4iQHbpEVocNk48G/ZYaGrk4asdookvtiN5mfdfoGl+aPf5DDsbubtfuGrnGwPcrcLU47u68QHey7/Uv74MMhffKAjqn+SWkMBGp3WgyGUqkML6mcv517nNp0jo00RgD19E1mT5SzFbcAZpDmp6ojGSivinL1SCG22FNI5Khc1qlQ7Ttg3DfaVrMmKaGf6w5dHAthkaf7zPVrGHT+jIUMRRqs/w00c5pddcGLsLm4M9CqyMFUphuGjfWAHiKhmgn4Omnn3Y+vV6v+aII/vt//+/Yvn07nvvc5+Lqq6/GoUOH6nMPPfQQjh8/jr1799bHdu3ahT179uCBBx4AAHz+85/H7OxsLcQAwEUXXYTZ2VmnzJ49e2ohBgAuu+wy9Ho9PPTQQ0PRH8OaF2RGhZDaM+bEKJG6oI3SAS3F8VZzDtTpalYPS0hGHNxVBUxLnMa6bKIgFkIoHLYpzHkQ6BqJkNp7eB+AVAzaHg1SQ9dUbjWYhxRmUv2eCCd7J58iTDbX0byOpM79YZBCR9u2xUxHpzyyEXwA7N69u/ZFmZ2dxS233DIwSa94xSvw0Y9+FH/3d3+Hd7/73XjwwQfxz/7ZP6uFo4MHD6LT6eC0005zrtuxYwcOHjxYl9m+fbtX9/bt250yO3bscM6fdtpp6HQ6dZmVwPo1LRFyw0RPTAI4BjNICqBgzr4nlipFemD9lZoS+k5vKe7AaBvs24Fd51+XnLijoZyocjcaUuXL8/K7dm9ukuKhuE2QdGh0SQZTFpl4BYTpU76v5Y6lcscY0gTReX4vl1b3RXK8vZpWidenmTpCIE0cqcibmDmPygqZx/yxYPVuBeQzsKnrYwgJq00mI83EotUb6yduinTbo/u0SDOYfD4haOYHPgek9sjXoNqQ/BRBQBsn/hyx2YvbCDF2noTHYFMod9P41Uw1IW1gU1+ETLmhdYv+y2cAtDPzSpyUaCXCiExLBw4ccEwx3W43cEEzfuM3fqP+vmfPHlxwwQV49rOfjU9/+tN41ateFbxueXkZExPW1sW/D1Nm1FhXGhlnMnDzUe7+xhJQFkwFXX2nOWQdUHlOlB5KZLUZiXw6KBwbsH400hZcIPOEHEm373zKf9uw4xSVuVQj8/cYSdWxqwD2TV+SJq66l6p8/r1f+RHV11eviTD9rZvZ8opWMtF1K7q5oBJqNzddSFi68mA7iurZhhxJ+T1TbPkEHuHEP64av4jSHwJvh6RLM8PETBiSZt4mLmByHyaiQesP2ZYmswIX0uh5uL3kCwBpIc6uNkn2O5Vxo9AK5zlpkKYVbV5q9MpysXkca0esDD8fcoIPhY43rTGh9qU+Cz6WNHORFhFIbQq1W/Zl01hbK9iyZYvzGUaQkTjzzDPx7Gc/G9/85jcBADt37kS/38fhw4edcocOHao1LDt37sQPfvADr64f/vCHThmpeTl8+DCOHz/uaWpGiXUlyADcwVec4IJMATf8uqgkxdK1s+fMW5s7+EnGmqEE8uV6wkjfGA1yxxNaCCS70xDbqYXs5PRbW6xdZ1p/8ZC+Ca5tXPdfKSqNjOvEXLL22d02CY6A3ZXpJr6c9bnfDk1w8evwBRvNwVS7LgS5GBPkchu61pQNLdpuZJlcuLXIpzYLudbPTQ6/baCFX2vPSGP68ngb+GM/7O8jmWisLYNAo5+eW1PbUjR9KeUkPSEBhoeba+a7FGGmqR9D40oTzFJxUoWZDMNFLK0CqT/60Y9w4MABnHnmmQCA888/Hxs3bsR9991Xl3nyySfxyCOP4JJLLgEAXHzxxTh69Ci+9KUv1WW++MUv4ujRo06ZRx55BE8++WRd5t5770W328X555+/Yu1Zd6al4K420FIpfEgMs2gPc22sjtWalCdrJ6OpnDmahIhUBtNG0Bz2WYaFzfTFehDGOapnKJlN6Nm0hW/ec01UK/kcUseKRksqOM3y+lhEXVtQEILEIPW3fbbyuYRSNzxjwPxcBsJy+0vm5+fxrW99q/79+OOP4+GHH8bpp5+O008/Hfv378ev/dqv4cwzz8S3v/1t/NEf/RG2bduGX/3VXwUAzM7O4nWvex1uuOEGnHHGGTj99NNx44034rzzzqujmJ73vOfh5S9/Oa6++mq8//3vBwC8/vWvx+WXX45zzz0XALB37148//nPx759+/DOd74TP/7xj3HjjTfi6quvXrGIJWCdCTJ2wcitGQNAnpfAJICI0zePjDET0/f+J80AmUwolf8CpoFiwvjKwNrDyTeD+2VwWtsuGFp4tr7rt7b+rpdJuAS31WshyNQP2jFqB52nvpLlpaYgz0ujCWMmNwl+fbcyMWmMTfpLyD6UDIpfK+mMLcChPvb73PVRSN+Bmus0htqkqpdj1H02blis9EOhe9l8yLYdGq0Z63XppSO1epqWTz6jlHHPn5XUBKRomkLjQmtnk5AZqpP7mAHueAkJMFIbxX23pElIm9vub2sgkj5TcvzrG6I0nyMOmTYgE995O1bCT6XJbHZKYMBcMMPgy1/+Ml784hfXv6+//noAwGte8xq8973vxVe/+lX8+Z//OY4cOYIzzzwTL37xi/Hxj38cMzMz9TXvec97kOc5Xv3qV2NxcREveclLcOeddyLLbD9/9KMfxbXXXltHN1155ZVO7posy/DpT38a11xzDV74whdiamoKV111Fd71rnetaPvXpSDT73WAeba4kyBDc0Cu1/myuuhkRVlL1poPC12ziCmgQC00lNVkp4VOptDXFvXQoizzcDjCGlzBJRVyAZaQjqNNCx2V18/puzNaXG3Kfavqt6HY/TpHj7yfeY9V36Fv0J2zZpKi/9JM2LTDHcb8EmK+rrOydfTVnqE0vXAhJlSe6pVt4L9zmPdhLWIKXfQqf6JmAYD3RxPj4fPAFT5dYU+GJ/PvYaHENSXRc6S5IIVwbV5ROS7Ea2jStMRSGBgam53F3baF78UFUd4Gcy5sAk9tH39eIe2p7K8ULZFsEzft82Mn1an3FMKll16K5eWwKudv/uZvGuuYnJzE7bffjttvvz1Y5vTTT8ddd90Vreess87CX/3VXzXeb5RYVz4yzuTnETINob/D3o9rNfjCnbozTz2fwhybFkB91+37CzQ5H9PxVqDqG5qhaTx4fzbtxEPl2qnLLfMPaa2GwWB2f52B62VdZpniyxCCHNfuucEyrMpzTeHyo9x9pwqjVLaN30nqMwqZ1NpCaotTy4fPDzbGNa2Tdgxo+3qT9uvZSccw/jEnQZuzHrCuBBkJb3GgATJZ/c+qiTtZmTAyfm2OMnelfw7aEZP2BUD1NmxfpdwkkDRrPJoZcow5DWqHT/FPSaXFeSM5uyS2g6aPRn/IMVLTboWODQK7ww0z6hRmoGtHRuFz0lYb5b7OQjdBZOIarr1IW3WbduMhJ+PY+SZIzcMgcBO9pQuSbREX+org+ZT+J61WSvmQOa4JIS0c/eeaoTbPspleHn3YPO9XBWNBZtWxrrrMGfTsa5aVwBKATTBagc2WsWYosXGybxarSdfksZBNexOBh2aTWWQKi0Buwq9LZLWJiUwmHfQqISev/Wpq2mBV1fSRGgBX7e8vynRf0+zSKavZ9fm9iU5+jkduablluJ8CmaCkTd62xpgFeH8T6G3SVkVsgrb7VYhvF32UWESJvM7ZY2kwV/F2SNBzlLTza+g3fyu5JozySJbY8wgxz0FU4LJf6VjMlBeCy2iak9rZe+m+FjGBh/+PmShi93aPh3O60FyUJpOQuQRwx3vI34Y2KtLfYxDNQqhN2pjgUXopJl1OU8jHS5qj+XMdhNHHorpShEd3HNlnFzMNatBSDIRQDuJBO8aawZoXZIK7f1QDm/vFdFELMoD53UEP05sXTD1dM8nIybRXCSqa82KOsmKulUNtvowFTDtOd8RwfHuyvtDyNnFGJZlvoSxEIVs1/x1aeKzPhS60yOtoqSXfDcn8CI5wk5VWE8buTR9OI/+QP8YCphyhipi8xng15k/3iC128jmFIBdr6TQZMt+lCDNOSD+sUCmdtiU9ozA76iHu/q42xSzErw/Rpvk4aDt7iVj/cg1T03NMoVvTwjSNI82hnbeFpyDg5UPO1hwpkVacvqY8MvxYaB7L+2t0hQRlPu6lNoabtEMaSil8avRpJkgZGLEyzgUBbAAaHlEcJ0ZFyDMHa16QkRhKlThAb8R2fjEB4mQhlZaQKSAm2GhRVYPR6L/3pomGJgwzLjSh6WRhNSM1Yvc6FfpiEMjooLXuLLoaphMSnoYJFV8NXxb+bEcZ2t4aw5qHxsqj1ljbsziALDNmDNKydNEz2oActVYgy+1brcsiq7U10mwSC72lfY2/w/LNF5qqOCQUaD4I3Owj/RosPT6tIWGALywmpNwKDnzvL9XTmrlLiyiwKeHYQlvAmHqUUSfptLoV8woIs3uXYa1k2NLNPppZkP77/e6GLPM6mpi2tqPkO2dtF51q3tFge0ZnYjEtXapmiKCF8TbtpFPb0QSuFXGfSdjZXAoq/Jj2LKVZytUMFqKOcHuazL++BjUcQZbB1/hI80ns+Ye0GPI8rzu0loQ2ND7t7rz0TXL+c7HX6mOI0yTXGL7u2vBzNyJtjGcO1rQgUyLDRvEbqBaSvPo9aV4ngK0AvgvjJ4Mqr0luGGtvqYtsU1ELMn10kYFS+4fV9ly4cH9bPxruLKjlV3ANKSHGZE0XoTIxNXwGuzvRVcAdb9HgQkgstNqapri5y5qLHHqXTM6d4123DoDeHG7zqvAQ3wwFprAQXJhLZNUrJMIOtDJfR7NPhCv0cJ+cjmLm4aYNHtpLiDuzdpxj3IuKHJ7bIOSvROCmttS6aTxTCDa1M2Qakj4P0nSYqkmI+T+EtKGeAA3fXBuCNA/GrpEmXI74dfGov1LpV3l9LBeOtsnQaPTrDfVnusnZXhN3jA7NN79cEZxHfHOjaY0ydm5Vo5vGGplVx5oWZCQcxkuCTFZpZMgvJof1m8mrFz+y1xVw/xMtWsDVwJQOU5RCghUIwrs52l134Gs/eJv4jjJVmMmquxNj5BM6h+9UrGldYnRzWqTjreqvUgmKZc4PaZqKTs3wqB95Xh4OTbsS8iNIi/CwDI87glqBLW2352pBRpMFNwSdqegCG7+muV5fy0TPRYYka74tbZh7Krg/V6rGIQUao9MYKN/5S6QyfFlW0xxybYumBSXneA1yvPHNmKZFk1opSVeTMKNpoDXw9Zlr20L3lG1yy+XOORJYZNmVnnsqMox9ZFYZ6yr8OrqAaWtPMRrbbWgCD+LPENtBnUy/hDY76KayWaG3jS9E7uLb3O6YkJLyHDjNvnAVvz9n6rmgW1OPp4JEBkljjAmGEApXJ7qHRcpzj107KFbTjNDkHLzSGGT+y8geDTKaqe2z1LTWIU22H+6fNvZS6AlFoI2x/rGmNTKhydNDFzhSHTxWDfB5mBDs6tNb6gI9YBqLasK8mCYir+/TqXe+WJowryqoru1XEU1kGljAFKPR1eJopogmOqge95gfbq0xMJ7kjdrEzWGo8uHQuZDjHN9thspQX5VlZvoewMaeq7rnbTQh17l3PX266Cmh2O59i7pX3egMbYGL+cOEnkeutFkKYfJ+fNeo9VXM9OGaFnk+EH9HPuwirpmiNMEyNj8kDXyM8OtCwlWMYYd23fJ7e0bp+nWQWTjk/+W2Ife+c1rluAr50tF3O+YLb35oWkl+bYhOt61WW8rNcCFtSBsNcFMZ3jb6ze8Te/ZER+HQn9XrcAirHrU0Ni2tOta0IANYkwt9B+wrCgAAx6oJvQTzrqVjAOaB40sdYAmYxkLt+Av4jFXufgtkdS4YxzdmCY6w0quS7HM/Gu5DoSuFUV8vBZVYXokUkwctyiHzTNyM5Kpx3XOxtPCWAZaFFWTQMwJLSAVu/GWot3U/BH7fHrp1v2q0y4W6hDHlEbPidZt6ff8DrX5NeAn1ER3nKnANkrmHVPqhc265Zr+QkLDmCyPWE4qXo76XIbBUh1aXNqeaoPk+aJDCiGyXrNN3qvXnhnY+RWvRFDmjC7z+nHdDyzuB8cnNvJk3jjS4IlM7ATikLW0SHInWkN+Ltunyy+R1LSTE8Lb78y/HquaRyTAcZx2bllpjXZqWJNMEYH4X/JMBpZiIgTUntGt0jhfuIqhpPUI0j2q/IBdNbaHk9IUwjJlAIqVt7k5fX6TNdz0ahBY1Tcskv8cchgehv0mIabo2BU2CjV++/SqqjcPUPnG1RO61o1bzx7QAmtZjUNOT77uRJ/UrH49ALHKI51qRWiRd2zoqM1qT4NIk1IQ3Lq4QFhb84+kVYgg5fcs1y3rVnYS9ejaCzxitMHJBpigK/PEf/zHOPvtsTE1N4Sd/8ifxtre9DSdOWDFzeXkZ+/fvx65duzA1NYVLL70UX/va14a+t7No0vjNquM5O54DyOOOaRyaucGT/HOd0WoOvEGaR4gmNe8gfhFNbeARWnTcF/bCToMp9+aLfKzvBhUuTL3pi18qDW2vTa1T8wuQz1aaPCTaMEjNx2GYUPLVwKkYjhsT+oYZU6ltjZVL0SINAh45mALeD4P4Gw4S8TfG2sTIBZk//dM/xfve9z7ccccdePTRR/GOd7wD73znO503ar7jHe/ArbfeijvuuAMPPvggdu7ciZe97GWYm5sbCQ1OOnwpwFTfN+QlkFWLfOHavIHKVl3GfQFootA1ZHKitPgyPFveg9clf6cyuVgOG878Q/4rUq0bMyOFjplrExanoqLXkW10Bmyjvux5CsvuVm/Gdu9vwuZJna9FnDVhUKHS7XN/8VxpZh5zcpQmn0E0JZr5gHtY8OOx6zX/Fo5B+r/NNW3rH1SzNcz1mnYr5Z5yvktatOOaBkVzuJf1p4BvarhmhJuy3O+uecj9HtducXrt75MowOQj+IzRCiMXZD7/+c/jl3/5l/HKV74Sz3nOc/Drv/7r2Lt3L7785S8DMNqY2267DW9961vxqle9Cnv27MGHP/xhLCws4GMf+9joCMnFf3E8ExoZ3+msQFbYycGZla3K9TnRJpI9Z6Z2u93+YCNam/BhdbAv5Mg8JE0o2YJFvwu2WLGK0Uc3OlFjamvK69Opcs5IGvii107LMJigEUtyFzKDpSKm/iez5iC7VK2uQdvfZL5pGkejVvtL08Lo6l05zhIbE6HnG4ps5M8y9Ex0M1Zc4EmFnsdJN7fT99imLnW++H1gx6Xd1Kyi48lYkFl1jFyQ+YVf+AX87d/+Lb7xjW8AAP7X//pfuP/++/FLv/RLAIDHH38cBw8exN69e+trut0uXvSiF+GBBx5Q6+z1enj66aedTwxaFJI6OPLhF6lTQXWuYbXpalp01GdyCmPQUE7NN+BkQyaIG0TzIaOzmrQr6wmD7O41LWsqBjWjaN/1smFhZ9jnGfJLWSkTegin2hwcY2Uxctnv3/ybf4OjR4/iH//jf4wsy1CWJW666Sb81m/9FgDg4MGDAIAdO3Y41+3YsQPf+c531DpvueUW/Mmf/EnjvZ0JNGlNS94kUrQ13OSRVVqWMrcaBW3XQhoH89JIX2sTy+gbQmwhCfmSaBkyZVl5nRYFxRc4rvi1i1Ms1srSwk1qTWY0DdoOSzoK9qswbe35WPMS0W99eKyGzNLRQ5NfQOZ81yJ0JGJMQvYBV7DzYzK6ze42bSZgqwWzY04TXMr6uPvGZ2nG5MnRbE2uXwz1LQ+VJy2R1FiGoD0TSQunUxtHmsaHpzzg0MJ+tTkRAq+P+qdpLEuzaMiMErp2GD823lYtjNuWDyfajNFG9yiVZ2DK+D5AGihyTNOwhp4PT94XC0c/aRhWqzKOWmqNkY+Aj3/847jrrrvwsY99DD/90z+Nhx9+GNdddx127dqF17zmNXW5iYkJ57rl5WXvGOEtb3kLrr/++vr3008/jd27d6tlS2T1m5YzFLUfDADT2sz8LwsmuIjwa6qnyHxflRJZbeIgn4wpLACTQK9iMJTCvl+FpnbRxxHBXDhSfQb4whG6xmXW7XZpoUgJmYeFFhmiRy5mfLHW/IOWA6MutCDlKCufGPI9Wqjv6+eUcWkx9LuhqYAVXmQ/uuH1LiOiVz0Qs7T/w0IjX6g1E2S/ymJM4eh0PsXkwxmi64+QeX1SIqvuZemIRdRIRsqFrU7lo2To7okxJ/1mXGGS96v2n4fS92HeZdFlQiuJA9RWl+648Ejf6fnafnbHjMac/XUgr8e6Bq08PxcS2mis96pxQa8rCAlmnEYupFFOcb+s7wiuCaGxtoRM130mYLtCjftKDE3g1YQZTjN/+nx8Zsp1Jx3Dvv16XcUSrw5GLsj863/9r/GHf/iH+M3f/E0AwHnnnYfvfOc7uOWWW/Ca17wGO3fuBGA0M2eeeWZ93aFDhzwtDaHb7aLb7arngsgroYS3MLPn+P88r5h1gu9GAZuDpKYPfSBfBmkuJCOUi2GOEov1EhoWSJq1M/6iFKNdHpOLthYuGVrINXps3YWzWNfnqhD1QqlK1s81MPZNTpY+Yqa9itml0MkFslDkk2S6QOXXUwmnRA2vs0n70qTtoSR/fJHXGJfeJivA8H7n58u6F/33EGl+Cpz+kGBiBPRe47gIQUawWDFJF3g0DYam8QjNGb6Dt+1oNj9IJt+kXQiZ8fj1vD1aAruMtZXWG6n50u7NAxXoifN2yBBuGpupGiY5TnienCZtjhVm7HyRuWS4wK8JMdQOU5/dpLiamlNMqBljVTBy2W9hYQEbNrjVZllWh1+fffbZ2LlzJ+677776fL/fx2c/+1lccsklI6XFW6DL+oRbTuOsA0JjhCk7mlMNKYv8qKAtoCGTVJNwJ+FqStIXOU3DElLNp0BLrJYSjdEEyZCHeW4pQsmggksIWv815RnRNIejQtPcldAi5AZ9Blo7pAAbome4MXRymP9aWAcHwtjZd9Ux8i674oorcNNNN+Gss87CT//0T+MrX/kKbr31VvzLf/kvARiT0nXXXYebb74Z55xzDs455xzcfPPNmJ6exlVXXTVqcgBUi8EkjACTA1iqnE971Q6pyI2fS88Pvw7NNdo15DBZfFFMmDpgzTudgGbGr8s3Tciw1lT7Pa9DmoR4+SbhgaKEYpDtie2GyyKr88iQ369mepImKbnD9ev2tRB0HaFbZ0U0b9OO1UWq/ZB9Pga5a9bMPuFrNU2D+/Z1vjuNMcsUEyTBRt5Z/w3bp5ZNc/pJCAtpUOROPcSg5YtG+THyD5Jmtthc0NqasokIaXl4nSkCHDej6YKw7wdCbeGmpRRwzaDUMPJnx+9FqSK4Vkozo0kaqRzX+rQB3VNqtnh/aBo6rsGJadss/cMlQRwZhhVGTjL5axEjF2Ruv/12/Nt/+29xzTXX4NChQ9i1axfe8IY34N/9u39Xl3nzm9+MxcVFXHPNNTh8+DAuvPBC3HvvvZiZmWl9vyBzKFzGghyOIAPY/8eXjD2arilh1P2dpePINvlmIfreZb4wKIy5w7Xtm/O++SOt25uYVQo43bpzpFR95/XC00FPETSsmYKuK73f1jHYobPq74nCvT83G2Qoa78XoldjmLQQEsPro+MIILJdZAaRi51llK6QkOJf5DqAcvpc5kT9qpf1hbkYJH22nYXzn5eX94yZEaQ5R3PG5cwyBL4h0NpAtMr0Bdpz4O11zZ25U15rv6SnKaImxqhDdXChjQtjbpvDAhgXaEzZ9Lnd9CxcoVJ/bYP04ZLnQ8JMisDA5zAXmPlGy7ZH98UrEDfPNoE7rI+xPjFyQWZmZga33XYbbrvttmCZiYkJ7N+/H/v37x/qXiUybGw4X4P7xRR1AVOGTEuBzLOhumkJMXXoTKNJo3AqoS2tvj07YvZhGhn93r4PRBoNvlOhVqbJ7KTX7S7uTeX5/VN2/im0N0FrW0jjJq/z6WteDpp25MRU2zIOTYvETUyaNiAktMmyhdfvrgCqmf2o/jZM1DJ9OW7cYAIt0qvN+By1SSbkbAukjYk2WqsmNNUR6qdTykyVIajJT75+jFZYd9Y4T6VLc5P/z+sCpgzZOnLBGPMN3sSh3YTRHHQsAwqEX0v7efv2jHYnMWyOikHhZFse5HpxHTE3aX6ILYSyDldL0byIa2YSzREx9f6p52KwAqD79uaUa2LgBgoOHhIuHUqtqSg+XrgWTjsm26QJG/w8ryNkxgppiORvydBHYabgdEqhiv+XQlOKWawJ0kQ9LKSAyDXUWpm2SJnD2nl6xifdrGSIGZuWVhnrTpABgLIkDUkBlFVY9DysWWlzVXDS/Ns42TeTIzcmCIqG6XXdcEIpqFD49TQWgNy8/dpEGTCTE0ydc5hBvxZ83FwgUmGvIYVRA756lsBNBLYsxZ+4ZfUoHLsQ99H1FtwQ3XWf5aXN7SPa1LSjkyHU1tRg+pBMeJwZUl/JOmnB42YCKwCUTiQOv5ar5znD9hmjbqeP+Rdws5DV9OlMRxMAUr7L3DFc2JYmR2mmsiYg+7w66FXhttT3bs4g3l7NrEbjsYAdBTS2qH9NuHjmhV9TyDfVzX0oYiH8mukqBM2XRAulj8F/Vn6+HN4f9D9DsyAQipYjeo2Pm7+54hFDoTaEzG8pvl6h+mJCVEq/avMsq6/xTV2j1BK1RobhOOvYCtYa61KQAeAMhhK5EWByGGm3EmBQaWS6k9XC2HUd9voiRwnVRey/X71CvlOFX5vyNvya8iqQ0+wo1J+cQcsdeCikOAVSGCGm4GotrP8K3VcKF9FFLjc08jwy0uEvFMrMFyxP6wYjzCxgOsjArZ28ozLWHkwYfYiR8B29DI1P1cTEdpMyxwzX9FhaQ4yn2YzFQ3v58+NlpBAmtU2ceVinaKrL5hEJMVhN48Dz3vDv3FzQY0I/1UNlYz4UMn2AJkTTd9lfXIjhZTTtjrZGaMKwhBRifK1aHzb8Wq9P/pYCiz2uR4e1NeXIOe+vPXHhSI5pPtYKp97Mawu/NjXVhKxrjPWJ9Zt6Jyai5c1lWgsDefOicDLQtPARmib6sCrbLDv1FpKT/bwG6VNtAT/Z/gEx01rbPk5pSxuBjtBG8GxbbhRI0/Cc2vvOVPpWwm/wlBJUxuHXq4413WUhn4dO1nO0Ll1Uv7vVB6iz+ZbIvDwy5MCqSfdc6yDDq3m4ckr4skY732XSblcL6bR0uqnTJVLMUX7kiFXD03kNTTs619RTAHlljstcPwja64fMYlq9nAbe1pBJiZdxTRPtFlTSXMSuk1EdobJNDsGGXj0xXih6JPS8U/wj5PixZh+eesyahCTNTWPB1xJYLQ/RyLUoMc0Qh7Zjl7RxkPZNK8O1eBpC5ywNmZPteFCNgPT9kSY5opOb5nhbpCmZ1opQJJ2rEYm/LsA6+afl84mZliQ9vB103x66LIWCq8njx0JoMiOOHBnGzr6rjDUtyAAuM6X/XfSBzdVE3VQJGJthWjvpXl8iQ1nk9aQmB16qW9vJWcGl59x/Ggv17y76ta8MMb9Y+KVkQJJZhphibHeqTV7ZHmISPAdOJ3KN9pto4qHntND2YNPMA8bctrh5o/PM+OJMx1IEDE5HWTEQK4L5TN58p5By18TUpB1xTSLkl2HDzPk5zbEzhBjj1HxVLNM3LaX+pmP0n54/HQsJTdK85DIH68NCJkVpBiLE2hoyf9h+tAKLJvy7ZiB/HoWYFJmcNNq092v5uUx0BiznnDsO+TOwvh/avUKaidD8IlM2PYM+uuhX/nyyrW20Htxspp93X68hy4bopXb6DtnuRo2fC80Hynwt7xHTAg2ihRtjbWLNCzIcNAE66FmH3txqA5AD4G86qFpfsvBrIG6O8Rljdd/cZRpGOGhOiKctNsQo+L1iToCuzTq8Y5QhodJuLRcovsuUtMYWhtjiXCBDkel2d76bjEH2J/dZ4UwyFMFCbRpFFEdMUyZ9Hga5n8a05XPQfjct4qlMjvuiWKEzTdDUIHf2/DlIbYsUxngdGjPVaGrjoCo1guQDkhoNRm3SaE1hpLFy0lmbC/0mh5Lv8xQaJ6ENjtZ/sdDs0PWyfj+8Xddq8k1NClI2CnxsrRqGNQ+tK668OliXPjIlct/Zl1DAC8nO8vgg55MgOHkKV9gZRKsQg+b82QZNppRBGRMhJeTW/F/ZWSq1GG2uAdJ3eINgmLav9EJ8sv1sYmgam6Pqm5BD7CiQagYZBFxbpR1vW88gGHWbQhh1aPyKYOwjs+pY84IMZw7dStm6gCngqergsWqSFTAh2D04gkyGElleOBOE7wLlAsQTwPWqKKUcJVDk5r6wu5NeFaZMOzvaccUmoN1vFQ4d/vk0jYhmP6d+43chxBgap4vXwbUhPr2sb6vMvt0evT2ZosM6CC2EcnHuo+PRGDI1lMhrtbtsX+w5jGJRThVaNDq4sS1Em9bXrukn9NzbC9fyubumHm5oijMWOda4z41rssqdY1ofSA2cBqrFlONaH6v5CfV9qgYlpYzmTxQyLaUIbfJDdFv6bRv4m8pT2qVpU7TnoY2zWNvTtFl2VdLbHRY0n+mmo8997nO44oorsGvXLkxMTOAv/uIvnPPLy8vYv38/du3ahampKVx66aX42te+5pTp9Xp405vehG3btmHTpk248sor8d3vftcpc/jwYezbtw+zs7OYnZ3Fvn37cOTIEafME088gSuuuAKbNm3Ctm3bcO2116LfT/cXHQRrWpCRqlPjs1Ji/tgMcKQ6Ub1PCUsAjsH8L4CyyIGymjy5yzQ4I+Tg/jM5SixiCiUyY9cvJjCHGZCg4y/azc5ofHHmeS9chb62eOkLlM40wgtQyq6cLzS8Do2RcZZUC5MAsuKE4z9kfGl8AYX3Dy/LQz61dtOrIiyNmhN0gdDiKNuW6tSYCs5gQ3VSu2RulhBCz1Qbd1I7x00qIbMDd7wlejXBRo4D28tpJgPeDn/Up2tmNBOppI0fd8WnZq2e1s/SYZ0zcr4eDOoTFmqzFP9yGJ83u3bYj3Z9CJzOEK0xk5ftm9z5H2oDgbsya+tKyHdRO2ZpWEWN4wYA2RCfAbjysWPH8DM/8zO444471PPveMc7cOutt+KOO+7Agw8+iJ07d+JlL3sZ5ubm6jLXXXcdPvnJT+Luu+/G/fffj/n5eVx++eUoS9uXV111FR5++GHcc889uOeee/Dwww9j37599fmyLPHKV74Sx44dw/3334+7774bn/jEJ3DDDTe0b1QLrCslVr34F5l9n1JRTbYCQFl9nGsKZHkpJoGd9CH7rn7O9znh12m25gy+j8NKgC+q/B5Ec5OWowlJdNeCjO88OyxIu8N9gWhhDdG2XndxKYt2k+ZNe/6apkb+HoZhpIZetxmbGk0hAYWX5RqbtmY3X8hJ848K5cNpQqhujXbuG2eP+etVU0Sd1HKm0l1E5iPRsqpCx0rgJPjIvOIVr8ArXvEK9dzy8jJuu+02vPWtb8WrXvUqAMCHP/xh7NixAx/72Mfwhje8AUePHsWHPvQhfOQjH8FLX/pSAMBdd92F3bt34zOf+Qwuu+wyPProo7jnnnvwhS98ARdeeCEA4IMf/CAuvvhiPPbYYzj33HNx77334utf/zoOHDiAXbt2AQDe/e5347WvfS1uuukmbNmyZYAOacaa1siEkNfp8IWTHs139tLIEjl6S1WcTilDkd1oA24moslbT7zCCkC0R9I0FHIRaatalojtsuSuvs0iafVA/qwa2DZdVA7Fpdw9FY6Woqn+WCQJX2ClJkdbnF2Byt1F6/duNmmkoEn7NCj4rv9kgz8T97urqRgUXDPJtSja+EkZs5oWQTONpM5ZqTkNnW9DYxtoGy3NITikEYpFPkkNECE2P+SzkZqYUY19/l22eS3h6aefdj69Xq/5IgWPP/44Dh48iL1799bHut0uXvSiF+GBBx4AADz00EM4fvy4U2bXrl3Ys2dPXebzn/88ZmdnayEGAC666CLMzs46Zfbs2VMLMQBw2WWXodfr4aGHHhqI/hSsG0HGTsi8ToefG8kE/V6nNikBAI7ARCpV/jNLR2bMJDpqTlOG0m7Pjzrirx/ooI8ueibz6BIwjUXkKLGAKZRlVpu6KDMpTdSeEzo1mDATWrBTGK12P23C6yYZ17wVUv9LUxmASnDMnLdfF6K8NK9JQSOGkGarhw4WMV15UHVZzWEBz1Wl+0KpuUfY5MdV4xL6bjccCp7qXyDrjwkJLkPRTWekfQyp8lMQ83fRGE8TNFq4SUg3oDbPicJpKffdyesM35qJRaNbmtokXPOVTm8sFNo3m1ihi3/oHJ/b2t3cuvwNDNdsxrSb9KF1j0y8rqAZb58G3iu2TZl3Xvt+UjAiZ9/du3fXviizs7O45ZZbBiLn4MGDAIAdO3Y4x3fs2FGfO3jwIDqdDk477bRome3bt3v1b9++3Skj73Paaaeh0+nUZVYCa1NUrRCa0J1u33mvT2+pY4QYEmjngRNFZv1njmwEng3jQ4NKa4ASWXECWddfNOXE7qMLFKjs0ja3hw2/9hcF30/BFQIK+Plc4n2R9m4eDZpZSQpb9j6loFlX9ctnU8CY+8jM1y17QOaa40KmC6kOb1L3SxU4LeQZCicRmmyPbJM0S9GT43b72K477tPi5pshoYHTEWojHxvmmo5zjmsUZX9kDX3X1A7OoJsErNAOmf+X5dzr4+8TInr9Z+Q+O6n9k21ynXFd35UYfRxan8qxxWF9uKyQrI03+k8mmdiY4AhpfuXckPfSrtHaFTrOtauGZq1fQoJzeoi8/C19yWRfrqpQQ74uw1wP4MCBA44pptvV1+RUTExMOL+Xl5e9YxKyjFZ+kDKjxrrRyKw2QgvXIOrRU8EM0AaDtHHUanOOkACkIbSDHiMNJ22XOwI0PedhTBAxgUtz7l4rWO3nPYjG5pTDiDQyW7ZscT6DCjI7d+4EAE8jcujQoVp7snPnTvT7fRw+fDha5gc/+IFX/w9/+EOnjLzP4cOHcfz4cU9TM0qsK0HGakpMArwSGdAFpjcvmgR5szAJ8baaN15jU3Xh5mVTtvpNO58y97uHhA7zRl5zv071CoReFezYQQ+dzL5FuUk1H5q0XJ1KvzVazDl/EY7tqHQNiDWFyHB0SbfURHAji2bmyGDMfSVyLE8CvcxOShlR5UdC+GYgLcIkY8cymMiNbhXmLbUdvB+0PtFjxcwdCvadQsf9uJFc9ctpstlzFXwoQsiPeGo2SfC+489FgtNOv3lW3yaE+jQmRMjzIS0XHwtybMRMC5oZRd+IhJ9606ct3Lnr01+I9vH2aHRrUXCaSUf23GAmntjHjJdebcJ1zV18Dtl69flgxz8fU/IZ0Vw3ZqxuINT8mbxZOfvss7Fz507cd9999bF+v4/PfvazuOSSSwAA559/PjZu3OiUefLJJ/HII4/UZS6++GIcPXoUX/rSl+oyX/ziF3H06FGnzCOPPIInn3yyLnPvvfei2+3i/PPPX7E2rmnTkoZ6sk9Wi0UXmM4W8OPNALbACCs7ge5kzwg2ADZunTN+LKdbr/o+uuh1DZOiCUOTMMMiprEAAFjAtDFXbD1u3iOEDDOYR7dKHV4iwzQWcQRuRERzKG0OMNNUqZQnkwvRGBNmSM2tCSohhz1bh1V/277IHTYC6BFeVIJnW56b3Vj7IdGS0zPiH2uvFQKoLHew5m2jNtDrB7g6W5rweN/JfuTleF9myOoU6dZcaNscyris3UuCPx8SjvkCzQW2Dns7NzeR8LFBgrxLv26ScJmlLzBzBkVjWTrrau2k+Dz5Tiu60ppVMu875Q+WdPLs0vLe3AzKBWsyMbj97UcQkRkk5pcyiLYmdI3rv+ILWTSX6Z1Qbt+H6VgpLUaTxpj6VJufGs38jenmt8w6HjYxyzaaOVM690mJEFtRZBiOsw6gBJufn8e3vvWt+vfjjz+Ohx9+GKeffjrOOussXHfddbj55ptxzjnn4JxzzsHNN9+M6elpXHXVVQCA2dlZvO51r8MNN9yAM844A6effjpuvPFGnHfeeXUU0/Oe9zy8/OUvx9VXX433v//9AIDXv/71uPzyy3HuuecCAPbu3YvnP//52LdvH975znfixz/+MW688UZcffXVKxaxBKwzQYYmDjn5lsiBvHrX0iTs+5a2Ah2mkelOVs4zm93Fh/tv8AWXmAotQB30sGGSfufMV8Z18iUhSQoNtIjJxZQzObrWFUxc5uMLIJJ5W9sx+Thkdc1McxIBZ1a8fs0mz5leDtLIZOhl3VpoobIhTQXXgPB2EOQiS/SZBc59l4/sD+rrgjH/UPstcy8dwUATMvlCrj0n2Qa5iLvaGPe3vJa3mc61MVVKJsoFOe4PZsvGlwyuASDhRI5dTqvsjxShD9Ceu18/n0+F0u8cvH8ls6TxEabLHTex/teioPz67IYnpIUx5+O+aXStHOdNSBk/KT5OXEfqXmvnUOh5aGOcz4kUuO1eRY3MSQi//vKXv4wXv/jF9e/rr78eAPCa17wGd955J9785jdjcXER11xzDQ4fPowLL7wQ9957L2ZmZupr3vOe9yDPc7z61a/G4uIiXvKSl+DOO+9Exl4p89GPfhTXXnttHd105ZVXOrlrsizDpz/9aVxzzTV44QtfiKmpKVx11VV417ve1b5RLbDmBRk+2WOaAdCrCRrmsR7a6+4Cfa95N39MbNGMLUw+LemTL6Wsdu9BdppNzraSnpoxFO75NOe+dtuTYfwcTgW0be9KYrV9t1KEsNg4T50vUitD95RCDz82qt2+FewG0/IYWsKmpphQ4ZYbbp5w+ldCSJBrOt1L17LFUyasaX+bRFx66aVYXl4Onp+YmMD+/fuxf//+YJnJyUncfvvtuP3224NlTj/9dNx1111RWs466yz81V/9VSPNo8TaXvUFnEE/b6KI0APmyhnzeoJjqLP79pc6dT6Zgt6TtKRnqK3rBOrw6x46mMYiOuijjw5OLHXqt2FTuKY0gWgLJYcWEkt1aLsRbTHk5iaXfn+3qi2ImmYnBmmLljTT+QKZeQYApnsL6FdmO9LMUCZSi47XthiNIbU77+uQXT7so6Sru90wX9+XSCL8TPxj5rjVk7WBjGDi9aVA+m2kMm37lMPMXmp6LM28jR1PMyLNl5p2yjV3Nr/zy9eS6ZFUVC7Uf6520o+qk9qpVGSivbHrY1qyNhsFdePRALmexTQm3LSo3T9El5zr8hlxIUYTUO2maxWFmQwDmYec68dohXUmyJhBTHljOugDx4C5IzPmlQVHq89SJbyUZtL1l7rGX6YXnoSuScZ4ycxgHhkKY6Nf2lg7nC1gCj10anpSFjGXUZatGKVsv7S7c58TabriCwE3n4UEA40JSVMKdzLswjg999EF5k2ZztIJdLr9yjm667QZ0NKehwUazRlSCpAc5n49yLdfc22a5kxL/SsZjPY9dG/eR6FdtapNTAA34TRdLzVqklHycaPRFur3JlDbQ4I8N33S7wxl/a4gc8x3nO/CJgpr2ixo9IbaIU1ZklHHBCfN+ZauSUWTH532PXbM0OGbnuh7zGSpXa9d53/Xk0iEBGWiSduAaP0h16kUYXbFcRJMS890rLsuy1CYZHcs6Rr9Rg9GMKd3LVXj/QRpZIoUYcE9X6s62dzR/EXkAty+Xe1U6nHbutlBSt+TZhrSFgi54Nf0VZfzl42HGC0h1bzRZldKjtQhx8/Y7xitbZ9vk9YsFTGNEhdamn0qBl8OQs8pRaAgGvoBGjVoPjVNz0oT3qTgmeLfwu/fBF9o1HL7uMf8DUzYV4ZvWORxDrnZiCHFRC7LusfaCW1Nwjw/7m92XCf9VfWFGeOUwboSZGhxKirBxREwCliVHTuWocSGPG3wc80M/S7gL4bWlGBtyDy6SKN7paAtCqP0I0lZFKWwMFH4dPB6dJoHY/IhXwRuOuCC16D3abpfCLG2xrU6vgpdo8U/Zp1wfRONa84cFCFzjBbhJQWItqZNCc3MWcLXpmhlgTT/Lw7N6TUuvMVMVeG1IWS+tbrX8GamaaPDtYS8DTFaQ6A5xceSHuE2+AYA8H2NpEDOo9fMsVW014w1MquOddNlzkAu8tqMgWNAZ7KHpTppDKwgU9rFnptVZH1ScJnCAjJUryJAXqu2FzANwGb05VFLfCLFdo58YUrRgEjfABm6zCFDI5sYrrtrjGsquNDGzUT8uyNUwgqG/B6cifsmjLxugzV/+W31TYH+gmzDmK1JhjOEmKaIh7BrjETupiU0TQw3V/C2Sl8mqUaXu+aStVkD0Vo6bdbNl7x9fh0F5POTc0f63PCQYvncYkyziQk1CQBue5t9aPTjrvZOe4aaOVb2SYo5TvpgmRBsN9S4jy6M2c0kLkgxqYXaW0SeRWwtCdPvjj/p99SpcjvZnC/Sb0bvQ3ks5jjt/15F0Nuvh7l+jFZYN4IMwISR6u3XpJHpTvaxxOdKAc/8RMdDIIbHmal5d0/H+OLACjId9FGWGcrMTw6n2fjlfdqoyyV85hLWBBFNmoklxAj57l9bPCVzN6Hquj9NHx1HiOD3lotryAwWMs80+WGYsr55QpoceLs4/Y6Axsqk7uhjjKyAeQUBPRvqC75rTg2Ddo9JDYzxLyGB24rAw5nI/POuGVPm/eD1pPoIyWckaZaCi9ywxOpMjfCRY42c/GPg55tCsa0YT8Ipp71Xa9WkMzRd4c4pX3OsCV+aACOFTKl1CdHOITViXFCLmXM1QYVrkJqiwGx7whE9Y6x9rDvZb1VViA1IsTGv1H1T8lSMGiFV/SDXc9NcCMOayGLCzjD3IoHgVMSpQNcwpsPU5zDInFvtedoGbU0x8jkPasqJCQfN14bm12jGoLbZOBXGd21aGuYzRiusqy7rVSG705sXML9zk9GUdKuXRgImKV4GIId5Q3ZuJtuJotp9iN6QTnjEoCiTKL3ltayupWy/9duz0feu578JmnqenFFdevQFKDR5ZZ4HruZ2d1jxTMMSIZ8M997W7FNWO6b6RZ655oxYOOU16AtXWO3Md6XcdCN3quT8S79j7c7qu5pstzxixqUhfWo1aeH4rtu2x+xANT8XTaug0RUzK3CznjZemzVCrsaKNApcaxVitnx86kKl3ZFzR1ipddDGi8wRI31BtOcfml++ViBFwGjvh8X1m/a36X/5/OiYdIKle0tapDZDCjylUsaca2ei01MfdJJejKu1RfvNaXP9E9d/QrxnOtZNl5UwIdEFMmzeNIf5n3iWyflyRuUzk8O8ZylHnSofWRWOu9R1woCpPgJNwiksIkdZv19nBnPIUBqTUr6MGcwBMAJVlpW1ycmtV75nJKsnmnQc5rbmOjpKQcx237Tg+CGlYf8NDn1hMt/7Tui5OddFv+735dwNqZSamCY6mxidbEcXvVr4lD5FJJTEFnxX0PTTx5MwU8L63cj26AzSZfRWEMlqhk/h63ROtkXSzk0RGg38ORvzXtdhiqXy6VX5XaSJwR9rrqmOhMwMZeXTUXjP270+E/WENVtyftB4IiGbGLz/tnPNn8IXYkIRbdIMOixizvgkNFM519zDzT6+f0iTsMSFMP28daKVrxSQdcQgzYXme6eqs8e+N8/lpntpbZEbl1VBhuF8ZE4do8KawboRZAD7zpVpLALbqoHdBY4vdTzVXZYXdcp8FBPMMVdzziRmbDQwlMSNEuAZjUxROwGTUMR367RTDu0qQrtKc23ajq9JCIiVsXSmLE4picf4sl/RPlntijO3bf61dM6PSBh0UeI7dy5kyeiGpsWUR96QMBMKy43tBLXj3BfC17S4Trhto2s4Tdrz1QR3+s4FIak10wRnqaGgftB8OWT73f+uX5Lsz9Dz5H5fsbEcijiKzREuXIWYpK9JLZxzqVoZrnnhGyCpQWqr4dE0FpoQkDLGQhsgvy10P6sVo5xOTXXyZyPp4/812rU1ZIz1h3XlI+OYglhkEgDXkbfwjw0y0B11bOGGW5vqm1WhmrpX+x3bOY0SsR23OdbOyTRloWsyjTXRlAqpqWjqO1czoC+WMe2NRBPzCQkTTfAFgPBYDrVlVAu91DiGy7X3k1lJujWE/EOkFoQLeE3QnbDlnLECHDf7DpOziOg0/30BbqWxEr4rmlmNnwPamXhHhrGPzKpjzXcZH6gUnriAaeCparIfA7DUta8oWEL9agKeybeDfr054JEbNtKoQA8z6KFTq6sXRfj1HDZXu8YC/V4H/a59K680XUnwHatcyHgZ/l3uzK0GxO5+eGRRyBdA0iT9VGKLJr8X4DN3iloqkdWvgNjINmFcuDCZft23Yst7kadFKdojwc0knBbuUxPKMUF9a1Xrrv+Kdsyl0zfh8HOaxoPGUa+OhAu3Q4M0x9BLTand/ByZv0xv92oNY8zsE3P65GPLtlvXGkitSoz5S8ZNc0vTTmnX+Nfa50rX8nbJOZICfYzq2r2Qb5A8pnsp2ddPkKapycyljWu6LqTlkLTKuvjza9IshWjTTHRaWzR6NXAzNf/d5Pu0YsgwHGcdm5ZaY00LMiUybGS/O+ihRI7FY1PAU9XBowCKCSvI9GBCs6tcMwCAfNkII0tujhACd9I1zG0RgAm3LmHyyqCYwBxmart8b6mDhe5UPUEtC3GFDz6BpRDD7x8yL9CxXhX6KZ0ZuUBGtcRU9dKUwNX84TDRkBAjQpQp3L0nGW/p3JNDY3zEzuTbxbXr6Rr7DMOMWoaE+v47lpYY05d0UL/6zqVmvBqfIpszhpuvOCvL4KYAIGiCFYl73Gxgn0cPZHqx7bRCXkj7FxLINIahCV/UB01M1LbJ1zS55inf5yak0ZRzR7ZLbgboGk0oCWnONB8iPl74fwk+RqntZMqWbbCeUb4mR85RzuSlUMA1NHKup2oEpZChPbOUOvi9JUrRx+61bmJIXiY2FsdYX1jTgoxEPdGrPDLmR+ATuBbggkvuHJM73F7l9EvlSesCGEFJc8JLARemYtFBKYuEe387sZsWqrYTX/o/SBoLMHOfY9KzO2xNiNHoCDESrZw8z82PsZ2ebINc6AdBSAPU1AbtexNigied14Qx7jPUJqKE6JNCp9zZp0S8NUEzX8p7D4KQE7AcJ3LnT9eGtE6cTl4vh+wTuaExQQa8jnbpFbgQ6W5ufLq579gwpplYEEJT+VSE/PVOiiaGMI5aWnWsqy6rnWwn+1jaXA3iLoDJZWByovquX1siA3LX7hr297CROLRLBlBn2CyRIcsLJ5pFq4+f45A7C64R4ip2qV1pUv/y77RrD9HSpM7l9EkNAa+Pmy3qvu9aGnOFfg6u0eLHtKinAs1q6Fj7rNGFnqLLePhCL2lJYc5amC4XKPgzsbqZuJ9OG+YtNW5aJIzmP+ELmG4YLvcN45qC3OlD+6y5pkgT4uw8Cb1wUN9gxATENM2A6xwshVlN+JNrxaAClTSP0JyS2iupCeNI8X3RNmx+GfmeJ+ug3H7z1MxihhFCpSaSm+maNisrhgzDmYfGyqPWWNOCjBz8C5gCAGztHsHRn9hpJvwZwIbNCzixbZMxLW2BE7UEACgmTMRTbiYehaTmZYk8s6GcPEopQ4npKkppsQq/Pg1HTHXI0J3sY6oyQXGmrTlD8gnnMgndxm2usQudG0Vi7f/01mA5kbkw5B731eKaCpvfh8pxUxk/RsLlFBbq8OulWSN0dtA3xwF2J3/nKE0JWn/I9nHhgNcR0n5QPT1Y4UQTUKSaO1W4kAyQfpfI6pTt1APd6neO0gu3lv4gmhahcHrA/s5QOlrDPrpYwHSVobrrjCNehsKvQ30nGR/R2KmPxf1WiMYmZmbLWTp6VVi3OZ+mSQhtUDQa+PinjcuowJ8PIfSdGwC5KShmNgk/Lz+PFO87fVPiRltp/US0tNUaadruFEh6Y89mlM9tjFMPa1qQkaBFegZzwM5qIs3CJMjbusn4zczCtpq1nrQ3fGHIitKRjsmfgM4TEzZCUIEpLIJ27J1uv84BwoUCXpcGPqF9AcTXSnBmFvKP0Uw9cmKnaDNC5gouFEmhjJgg5ZEpkWFh06TJtVMxbdOHdvet7aSpvVlds1W18x2+ocGnMdY2ueBL3xvOxK2uxtDCnb/tvaTWRe9/LqAZF19Kypez99D4oknoWYV25HQl0cqfEZlHeds7VTJG8rThYbLcFKGNYU1gI+GDpyNocvLlbfTbYgUPmXSyafdN81NjmFIwlFqYkFBP99XGn+bzJsvI8arVI7VpdEwKQqmQWqWQn5tGc4pQ4Ao0cVNwihAbghRitH4OaTNXDGPT0qpjXYRf80HqLWSK0MIuHAiDLBwrjWHUp8NMcu2+QVpyOr+6MzW1fcP0YZtr2yysTeUG9deRzCWF/kHDdof1iYmBCzqtxuKIEXtOsfaHGDtHyHcnhpVao05FzUZIiDlpyDBc6PWpx15OeawLQYYmdqcK4F3ANHCkOk6RSUswTqY9OEJNhhKYPO78rneCuW9zJy0I107QTpMy/nKHyfoeA6DpOhsF4+7W6NUJhJi93DVX6WYaW0/7BRVwGSWvr8tMXxSCrNPpM+sYA4gxd6ugt/4nuegrrW7SxlEbBhWOYqaAUHmCJnBou38JrtGxx3wzl7yG31OLKktllsMwVdnXoTBlKhuC1k9tQ61TYcdX7KWKXAOim+ZkWfvb1zoUzl1dDZaGtu2WdGoIPYuVFDBcs/pYAnimYl0psWwemSngYDWwj1UnCwAljEBDvjG5WSQ2TPJXCVgG18u6ip06F3lkstokwMOvyzLDYjZd1cnNEdpCVTof137tM1suulAYMreb5yhrvwvXWyRz7peihpfgKuMY1Lpz99w0FmrTBpk0uBlHLobcMZjTQmY47h8UpAHw7qEJB9JmH1uYm/okdYF1TSjSrJiueSGjUMwEZOp0hZuY5iDELLgfEWea0gzC78nB3xgt/TT6keu0eTIoI2v7fAbVgrWhMWbG4qDosrg/is147B5fWcYv/ZXoGQ6rLYptzOg8H39Nm4eRY+zsu+pYFxoZAmkiFntGIwPAZsAWGpmyYJEWebWTyO3Ow4oVvk0acLUhbjh27kwougegT2DN9h7aHfNznHkUrBZbp0yG5wtHEpodPlQu9juoGs/dxZwYaYGsdmiVCPskpNvrm8B3khrDHrXpLXZ+lCaBUZiwuNPwINqYVGiROHZ372o3VtOUwOdXvNxw/cHbGGtXauQjHS+VfuXQnqMvRPsasbi2yV+/RvWsYsL+KaORGcasNKx/zTMU66rLauaWl47WpSgy11em4NdkKItqAohXFnABQ+5WR72QG9r7jeXC17tRPlJ7kXb/5ntoxzot6OaC4CCLm9R+kCA5iKo8RWPQdLwttKgsIOwcOSg0x2yp+ucfvY50rUAMq+UTNYxWBkif022EgmERixZrQsgk1xb6vI8/02Hup+XpSbnnKYOxs++qY111WR8dFMgwnS3gxzur6KVNwNL8tGmpecsfMA8Tfl0Ai5jGiSObgB3mPGkkOuihW/YcNR9pfGhiU6RJH12gyDGNRXTRwwKmUBYZOpkb/swnqJu7Q3tRpPZOFt9Hw5hlurXnvwmW7XmLutQONZlf6Jy9T+4dC8HNH2LU2h30q/B2CmU36fF53bKtsQgRTjcPHc5gQ9zpXiEGl7LY8iBm+i3pDIHu7x7Tor5Iu5R510mzizzut8kPZdWEFmkqc9+yXXrtlO3S2uCON/nbDzNuEgi0+7hjy81wK8Ph5fm24GNdRtKFTG0xn6UUIcv6YbnvWCpR1hFnOcpag5myIYiFVUtwQVvDoH5yHKN0/ub31+g+ZbQ0Y6wo1pUgQ2n6p7AA7KzCozcBmJ80GhryjzlSX1A7BmcogGN2onbRR2fpOPJN0imyYMLOPDIUdejwDOaQweTqKIsMna51AgZoAbROrbFdeQx8gSQHY9LoTGGxdqLtOef062lRTjErxRaJ2OKUw+TcQW6fUQc985ZyVk8oJNa004eWZ8O2KXcYoibMcPOcdLjkkCG4Ls3ub64J09T6Ia2W+W/pDoU802/O8ELPzJYx13Yg38buuopzLWRIyybp4H5Y/PggpihtHDSZNejZ8BBiS5srgPK6pMZS5t6he0uapACjjUEpxLd1+ueUECifENHURa8W0vU63DHcRgPKUw3INpp2+b+1uqU2SZs78jqeXymkVS6VOpuwqgLNWCOz6lhXPjIOM5ms/gtTEgDPtOS8ziACabIJRRO45pN2u8HUCccnsFxopHAUrmNw9e+gaNM3oSgbubOXPgySqcpjEpxBhiN//AUzZbevCTFcuNR9FFyn2UGQsuvVHMg5VtY3KB4xxPtARoxpaBKkCZqzfZgGdxxJTVHo2Wjjj463Zai6IOcHAMQwqAYkJQIqpJmS92671ozS/2m1tTLLG4DlbIjPuuLKq4N1JfvR4O+hCxypFpolAFOwwsoSrLNvUb31WkQxhUB7V7tryKvLSqCY8BKp2Yys6ZOyWU3sClMy7LpbZx92NT96e+LMZJSLSVYJl1ZbokVEucOR+loPO/bp5jvUYRav2O5VN/k1L9Kp9AxCN2fOpIngAiMlkNOii3QaeLRH7gmObpmwtikmhDWZNqXfk6ZNkeAahJCmSktE1+zjk56wTZbTtEtS40NjPDTuYr4/UjNoj9sIPh5ZdipgWF+mQe43xvrGuhJkpqtMuwuYAr5t/F9wCMBPLQNHJkyho6gEmcxeU6XO53Orhw76kxudRaBXvbrADb/OazX8EWxFiaymoy+imHq1oOP6LtAx7r8gfTOkT4NZoKawiGksYKpKMm9S/ucwr00gn6EmyFwhHLFduvS3cFXxlnbjE9Or+7lfZfXl11Jr5f0k/W5YpW/aCO2G6Vq5oGsLvLbwGXNYP3iNhpAApvldxEDXcIFF1kF9zwUAPrbk71AbeD9SnSZE2n9nl2tGcXfvMgrNEfoZeDt8TYMxhfFUAjICxmfg+osqeXktLJeHgbsh5fKN0e5rEKSZS/ORCbWZC51SayTb5mpZXWGV6Azfo1D6wPffGgVStJScPvdY+FUoTdqv2AajjSA6CpS5+Qxz/RjtsK66jHwAFnvTwMFqMT0KYLIHHKnULpUgc6LIgKLyo5lcNueq3qAFqZe5GhXyR6H7LMDkiekaL+H6N71jqef4xlgGrC1aMYTKl8jRQxeLmAbljiGHQC6cSE0SRxuNjBRcYmXVNkzaHaLmNBgzD4V2+7x9vH9D5TmTkn0SWvC4T0qac2V8xxlafJsYiyZ8aOY3+TLQkLAmGarst7IuZY45LwAV9Mpn6mpTrHDF+58zfhlFJk0qlCNKnnPb3fyaDfmMJd3aOJGaIU3g530sBRxOoyvsN4cwS82VRpMmxLhCp0tPTNi3dQynZeT9MUzk1aDg91xtjcxYkFl9rF9rXGwe5gAKd2EYBs2MbTS+KCFNQYyGFBXuSoY1OvTVCfGGj3yIYbUXzRDSQtrTzDyDomlspvS9pllarT7mplTt3KiQqqFI6a9BNRKp5bmWIiUPDGEln9nJNt+smdDsMVYE6+rp11EDeQlsrQ5uAjbkJU5sBvA0rBkpL6somg5QTJiJIBgtV8G7KnzrkwJUdeTWtEU0SL8FbmrRabe7ZKNqz8DVwmQ64Boi2iWbKKCFejdGvg1cdc3NE7w9hq6OQ4+mufHV7P6u0N3J5jUtHfSxYZtJs7yAqbovwr4onEZqif2d6u9BNMWOWdNNeDGm59GWGbRVa/u7a1ebodFlyrnjVNNOaOaIkGkzBK6R4vdu6hffbOSes2YxXTvCkaLtsr+tNqKpHj4vQo7mUlOkOSEPKjDYZ2bWAo1WLTRd3q/N5qzNJsua9/w8SOb84MKMZtr2UxBk0NYZXt4341maVwtFNoEimxji+mUAy6Mj6BmANS3IlMiwkf2WeWS66AGzQJaXOLENwI8AbAGQAxsnjZOvyQFTTZbMNWPkZYkss4u/tdWTf80iMhSmjny5fht2Hx1keVm9Rdg3mYQ0Eq4dW7fD22vy6s1SxrY/XXnLZCjrEGdbl+t7E0Kag6QfMs53s1YINMfJ3DaDOWzddgSA8SXqVq8jiC2kPBSTC3lA5aTNhC/NDyHUHmkSIRFSW+xIgHGZXs9hYFztH9KaDbuQhoQZ6+/hCo/8mibw8HLzW6dVhqDzstz0xv1ddN8FLqxbRiOFSyrjpw+wPh6uSccdh1ww4LTIunk/aYKJz7DdkO7YWIuBm9PkM9OELk6v1i+yjSGBg9+/UNoegnxenN7Y844JdnzuaEKo1lbN/Bdr32pHZ5Z5jjIfXJAp82UAxxvLjWGxpgUZCSdKaGt1kHwOJ2Fau5ldkFm7P6Fp8bd6E+MrU0/AvKgEm2ryZCVL+GbfgcQRMwfJXZk2YUvkLFKqqAWtUDt8B9vYQhg2/4QYpcsU+qwtxgF6JpsDYJywe+g4faLZ+fl3qTXK6iUqXSsgaaV6XL+NcFItcw1/L5e9pu0ufLjdq6EjtCvXmHy4rrDGJgQtEodD+rvwa9ppp6RvBzl36+2WQoz57id1bKexCAsBdJ6H71tahzPjkF+WNhZTBNWYcC7LSciNin/eCm1SQxWqswkhE5lcd0LluHB8KkVojbE6WPM+MjJqoIYmhBfieEmh07y+5l2JvZwt1oXvkDqo3Ta2GzTHrLBC9FASPDo+7EKqYdg6XcFFz+YLDLYQxs0NKyevS5pHocK2+/xwaPOgzyKkldO0DqPcyUrNg9UuxDVmgyLFTDbMtYOYGPn/QeiJfU/53RYhWkPzaRTzLEZzythNiUpcaZRZNvSnDfbv34+JiQnns3Pnzvr88vIy9u/fj127dmFqagqXXnopvva1rzl19Ho9vOlNb8K2bduwadMmXHnllfjud7/rlDl8+DD27duH2dlZzM7OYt++fThy5MjA/TRKrGlBRg56UkSWyID5arGht1/Pw0RzLpnvZWHKOBlMe0IwKnQ7dacSGhYxBRNa3AeKidqMkqNEv9epdwpcFZ7eNu6zYGnK2WReqAxKGUrMYM7x0TH/rXAl+4rbn7XcGnHa4ouNtjOdwkJNHzd9NdflmzLkNSnMgTPNWBSUvH8KJJ0h80vod5MQVopnpWnHZFmdRnIP1eYNf71FUY8zjXau8OeQPi0hwT6kZZDmA629RIPftpIJk364OX00Hwr+/IYRgHhbCvGR7U5dD/SNjPsMMnHXXLRHPs+UtnGB044aWYv7MdflTptT2uebNgunbaMQTkaxwUjFiUD/pH5OJPYdx0//9E/jySefrD9f/epX63PveMc7cOutt+KOO+7Agw8+iJ07d+JlL3sZ5ubm6jLXXXcdPvnJT+Luu+/G/fffj/n5eVx++eUoS9tvV111FR5++GHcc889uOeee/Dwww9j3759w3XWiLBuTEt8glJCvBK5K8gswfyeB04sdYBjlcNuUQ30nv9uHaobsIyEztm8MhR+PVWX7y110O926gmpMW6apCRK6YzDzTnTqd7v1EMXc5jBHGawHYewFUcwjQUsYDq4kDSFDseEmDiDbF4kuujXr3BYxFRtEgNcIUKG5g7iexBi9uY5SLODK3TJ9sR9iuxY4T4ZNp28NYfRGGjqKxkhJBme1m9tdvnG5OCOQeoHchvnx2V73Xp4TpWYOU5zVtWFrhQhh2jRzAhNPhPyt+vEb79Lk5ZLU9hvTbYxhHabGt3vypzTX0XA2xASSMMaF90/KSRA8/pojvEgBVM+rIF1j7nCptbOEq4pmLddHuNlVwtm/R3C2bdy9H366aed491uF91uV7sEeZ47WhjC8vIybrvtNrz1rW/Fq171KgDAhz/8YezYsQMf+9jH8IY3vAFHjx7Fhz70IXzkIx/BS1/6UgDAXXfdhd27d+Mzn/kMLrvsMjz66KO455578IUvfAEXXnghAOCDH/wgLr74Yjz22GM499xzB27vKLCmNTISDhMiB14a/wWAsvrQsVIsboU/ueK7ZXaucCdrWbRjvqGdV6ws3wl1HNNSPKNvTWPiYiqZUAhNeTFiTFzXiKSbNkK0NS3Ww0JGrgwaeqtpiNrSmKJlCiHF3GSO+ZqYVHraoun6VAbFtZgaUsdZm/Zowg+Q/kxSovq4gzVvY6og3gauVjAsgA7zzNusgX651X/dykpj9+7dtRlndnYWt9xyS7DsN7/5TezatQtnn302fvM3fxP/8A//AAB4/PHHcfDgQezdu7cu2+128aIXvQgPPPAAAOChhx7C8ePHnTK7du3Cnj176jKf//znMTs7WwsxAHDRRRdhdna2LnMysW40MoCYZHk1CXgLuwAy2FcSdKuFhf3mO8ky9yenpqkpkHmvN8jylXnHEi9Pu3N6LUGsntSJHvQ5SqLJdxAm7VCGwomq4o7Z3OF3UGc9GYHBTQRxYdSNaGmCtivl0RyrhRSGqO1sJeTY9iO0Rk8Xv2+IKY7KFDAKx942SOm7FI0Nry9GV1MAQSgqr4lOLYIsdk2TSU7OD25GimmK0zdbubOOnEyY1gyuIyhxAgBw4MABbNmypT4e0sZceOGF+PM//3M897nPxQ9+8AO8/e1vxyWXXIKvfe1rOHjwIABgx44dzjU7duzAd77zHQDAwYMH0el0cNppp3ll6PqDBw9i+/bt3r23b99elzmZWDeCjCdsUMv4fxoH24ANk31gtvq9+bi5fpO9vkSGQjhdkT8NhTwbUwmFX5tw7BIZeuigO9mvwq9zZxEhOptCj3lZrVwPndqMZPxjFmvhRjLb0JuMJdoIMU0CAsH0lXkj91YcQYmsNolRPYbO3FNlc/B+JOFnEWTqc1PIU708ekZbxN1j9tUT2nl+XPoU8agVbpqUCzTRaZ5JzzlOCC3q0gQSM+to12q+IfI8mTlHtQvWNU9hB2a3nGWeFAKfck9CrvQ7R0zgShf62wk+mklKjrUUYaGpXPj+eh/wvpLmoJAGRqNLCifavdz5kP4CzxSENkHpOsTRYHhBxpiltmzZ4ggyIbziFa+ov5933nm4+OKL8VM/9VP48Ic/jIsuuggAMDHhmrqWl5e9YxKyjFY+pZ7VwLoyLTkTLhcCDWAElRzAVpikeZvMNRsmK0Y/6dbVryQfYrA08eTiYxLiLRtfGVQLVl46CyjXPCS3QTnOw6PnMIMSuepIm+Ik2RZtF52iEqz66KCDHrbiCDroYwFTmMNmlMgqbZIVZgbdTaWopWXoLqHNLpq7IA4LLsy2eTZNeTli56XWSjKYJuGDyrQ1XzQxxFBYbdP1TSbLJk2BLZe2qTDCtM6Aqe9DuWFSkGJ2pHKpY0Y6HksfOu1YSIiR5bQ5ptEoN26+SdY9H9vUcJxs7cupiE2bNuG8887DN7/5zdpvRmpNDh06VGtpdu7ciX6/j8OHD0fL/OAHP/Du9cMf/tDT9pwMrCtBJgR6QaQ374fkRcMIBsPsrjSG3ESLtJ8PwoibmE0Tmu6taTwGxUrbzMMmvOYxsbr7Q4NBI2QkToXw1lRoDq6pGLZdo/AZOVkIhcSnzv9h+o77/aTgZMylJpRMNBv0Mwx6vR4effRRnHnmmTj77LOxc+dO3HffffX5fr+Pz372s7jkkksAAOeffz42btzolHnyySfxyCOP1GUuvvhiHD16FF/60pfqMl/84hdx9OjRuszJxLoxLQF2UPfLrolQqnCCBJljMI6+87C/q/MZSucaGlKkriQbb4GsNkHQ2627Vfi19fso0F/qoL+pw5i33PHou5rQDofvbGz49RRKmKy+HfQ8s1ITmnbvg4B2rBy8D0lL1Wc+Mq5pyJpdQjlnpHqaJzrjIdYa5L0GESjpOtLO8OgQukfIRJSy8KaYXMz3sAYrZP6SkL5FKXTysSjL2memmx5jDL6s+9N9Rn56gL5zTQzSZCPNTE1RTuk+P3lj2zLYiJ6YsO6bakqnjhi4ZiNk3mlqB92Lrw8hern/jexXXZPkv0xTamMy2Eg6okVeE4IubOXwd7Erh1GZllJx44034oorrsBZZ52FQ4cO4e1vfzuefvppvOY1r8HExASuu+463HzzzTjnnHNwzjnn4Oabb8b09DSuuuoqAMDs7Cxe97rX4YYbbsAZZ5yB008/HTfeeCPOO++8Oorpec97Hl7+8pfj6quvxvvf/34AwOtf/3pcfvnlJz1iCVhHgkwGk0m3RI6F+SkrrBQA5ifN/x/B5JI5gjqPDABgqQqVPebWp9mzzUJk3m5NeWMohJv8PrrooygyJ2twW80FZ4Q8JJkz/jnMIEeJ6SqjzHx1f7++Zu0EN5+FzlM76P4pjrncdNGtMg/3K/8eyltCkAsht7nbtuiRNJY2/moHEkB1FbkUYgr4C3JbZKwmTm8oTNbcW/dRkBosN59H5pWn36Hwc8tEw2nb5XnXB8hlOpnzjELJysJMW/PRIHo5EzWmSUtbKkPnNMi+0JCiBSBhxHWk5mK6HjFombP7WoKmtsQ2OXp51+wlBbkYNCGmKQJSrhmpGhIZJi7NTG79uq9ayv1SIzjXMr773e/it37rt/DUU0/hWc96Fi666CJ84QtfwLOf/WwAwJvf/GYsLi7immuuweHDh3HhhRfi3nvvxcyM5Rfvec97kOc5Xv3qV2NxcREveclLcOeddyJjfqIf/ehHce2119bRTVdeeSXuuOOO1W1sAOtGkAHsIlMWObDEsvbSPDsGo3VZqrQ0xEOXJkzZXpzx2IXHTHHSgBiNjM3xkaFEWeT1JM/AHTSH2xlwQaaPLnIsmDculT0gcydsagRQuiYi9+qL+2u4w4ucjuW7oDTIBc09N5zZSAplBHIPDpWnMkQf1QG4ggnlagnRr2ky+GKuR4zYnbzUylB/aHk/pLCm9Z2kJ9bvXGDJkDnnUL12ImU8SR8NzSfDtoW/jiHNcZ3awR2xY1o6e0/fMb8NpBAGNL8uQDuXKhTGBGSJNhomSR//z58xF8ykFqatiUmb86lmdG1cu4LZ6r2E0Tz/1dPI3H333dHzExMT2L9/P/bv3x8sMzk5idtvvx233357sMzpp5+Ou+66qxVtq4UV8ZH53ve+h9/5nd/BGWecgenpafzsz/4sHnroofp8SsrkoZGzxTJXPtD/c8ahQe6Q5KR2y2qTa/Q7A87IVgJNNMdNIXF/mNX2sZC0arSnJJqTDDeU9yWs+YibNIaB1samcT1K+KaR4aKAdO2S30bfYbX9fEjVegwK12QWplUbgyvx7FZr/q3U2nQqwmb1GfwzRjuMvMcOHz6MF77whXjxi1+M//bf/hu2b9+O//t//y+2bt1al6GUyXfeeSee+9zn4u1vfzte9rKX4bHHHnPUXW1Bi0N3sofjFIE0CWDyOJBvNOHWk+azcbJf5Y3JgXzZTLSuu6vNyxJ5ZmrVPPpp0aM8Mvwlkd1JeqEkDxvWF0Bt58zBzSDSpFDTkGXeBKDd2clyyJRmHpM9pi/KDOb03GxacHdyqZowzVQj6yWQBiek6eB9r+X70Bi9zP0SGjcpwmVIO0KjgrQb0qQWMz1xOjXtFYG0B6QF0Hwo2tJMkNoODdyMk5Ljh5t++PVau7hZJFRPTPvBhZgYg+8F2hd69jG6YpBmsiatWko/AeE3tWcoPNNuKmLjUtNo2utW00dmw0BCtL1+jLYYuSDzp3/6p9i9ezf+7M/+rD72nOc8p/6ekjK5DfgCRfldpjYtYn5zdS4DNm5exPHJjcAWmBDszTAJ60jYyauFbpOtgyD9FPhEokR0RhgyeWQIncm+syBIQaRJzVwgQweu6UCz9xKzHCZ0OQbev6l5S0LQVcdppioya8hrm0KRJQNrFgBs+Q705050ctOKNLtZ/UDY4VdzEpZ9JE1f/P4hZ2jeTimgyPP+ddZZ2vcR09LMW4GF0877ggs9McGV0xqKkAmF5crjkjlr96N7aiY1TotsixRCNWd0zcQrBTWTnsA6vYdgneXD/SN9TjTEhA63nDWBpwg2VE6DXLtsnXajEfNhks80NN9P5ei5MVYeIzct/eVf/iUuuOAC/PN//s+xfft2/NzP/Rw++MEP1udTUiZL9Ho9PP30086nEcxclOWFNSll7BzNibx0r0mEL5wwp7csbnYiNDHiUWOQHdtK3DeWi2I1kWo+CqFw2EecUcrjGrTywyzSg5rOLD2x104U0TIxfw1zXfy8blJKE9gHNWWQAMppJDS1JwVcEPGF7Jydo09aAkEJbqgg8Fo1oVlDTChKwWqYSk61lAB6L7f7jNEOIxdk/uEf/gHvfe97cc455+Bv/uZv8Lu/+7u49tpr8ed//ucAEE2ZHEp1fMsttzjvnNi9e7dXJkVVq1zkooXp2xNS8uV6dyVpou9NEzpFqJHaGFLTDjP4R7U4299+CLScpG7UTpz2tgtTyHl1kD6K7RC1Z6LRQTTEhJfYtaFxETNdyHLNO+r4+dhOvy14v62kUCLRJCCmmC20ekaBUTOvkEbrVGSSmsYstDGQwpm2Npxsf5xQAsI2nzHaYeSCzIkTJ/BP/sk/wc0334yf+7mfwxve8AZcffXVeO973+uUa5My+S1veQuOHj1afw4cOAAgPPmlCSTPSyOkEA+S61Xh1hOyjZs683q40a6KMvr20KlMQn2UpVk0NFOBDSMdbLclNUCuH07arjGUa2JQhEw4vF09lucmJlzEBD6NGbnBr65pow3zdXdFbl4Q97fdZXJHX06JpJkLVe548EOZ+XX8WWumPfe7H3YtTRwx4St0To+gCe34XY1GCKH78yfpt0/bveatFn7+pNzjuo8T/6+3Y7TahlHX12x6TdfOadcTZNh3W7Rl3nLs+bSt/7DrMSxGLsiceeaZeP7zn+8ce97znocnnngCAJJSJkt0u936vROx90/4u+fIJOZvpw68qdo40Lp2cv6bGEcHfSAvao2MFWxsgrxhdkOhxY1o6lcCVFtItblepv0uXC6OnOn0hE+A7JdYW1N3wqnlYiYWy1D9MaVp2sJCdViVH8qdEfKtCdHaBCtsuZoyLdlZSIiJaZPaPBuN/pDfiyxD13PTi0+PJpDowhU3CgIuc4wJNjG0mecrbUpI1djx8jwMfhSagbbrhytcDef3d7KEmBOOYa/958QKm+LWI0YuyLzwhS/EY4895hz7xje+USfnSUmZvGpgc2ytSe6jsNevJPTEbr4vUQhr7Xm01QqMAivpe6D1vxZ55f5ux7S0cOlQDh0qn4om7UCTmWktIUR7eHOycm0dZd0xgf5Uhq45HPvIrCRGvhL+wR/8AS655BLcfPPNePWrX40vfelL+MAHPoAPfOADAJCUMnlY5CiNk281CYoi88xJtQOwQGzi8J2ziVoxlVIivI6iidGubQteDy3+GUrnfiVsoj4JN8Il7m8ho1UGYZbuvo5MaVN1P3XRxzQWkKGssx930Hd2xxqtod28XLBlOa1OzefBNeWEVdchfxGueYrBaPF63vHVXrQ17QP1gWYOHYTGlEVZc3rl2rx0TVzcXCrHQeg58ugYrT/o+thvrmUiM7Rb3tc20H1kBJylX4+kcs2WrolHa4tEVHPNZrIsK02fvA0u3Xof8/VBbsz8OZyeaFGOn6Y2jrH2MXJB5ud//ufxyU9+Em95y1vwtre9DWeffTZuu+02/PZv/3ZdJiVl8iCgCdtBH5i0E7y/VL17KYNx8M0rvxmIAV7ok452ipYp5+ijy5hxFyhyTGMROUqHYdPCxBdNPYy1HYPIUGIai+ijg0VMsTDO8K7YLpRNjp9pw0ILh+ReDhkKdNGryy1gGiWy+m3dtOhwJslzQXChkbeB/6fz3D8lFqZJdPtaIs3Xwzf3+OX850Z1ulopPb2+Hjrtvk+IjhENUlgiIVbCMjg9uki2RftOv1MikCT4s5DmON4u/kxTzAnUdukPpdET893Qwt+JDh7aLudMiD7fW8sXqLnvRohZx7RFWj9LASZslgxnFtfMSnI7QuXkvalun1Y/6zC/RgoxgwryMeGsTYTeqDCsVmXt6aBOPlZEN3355Zfj8ssvD55PSZmcCp6PwMn5MRlh6g2t5nX6l5bOQNXyIfTYqwokRjGhaEGiF0XylP/uLrujXNtuR0YICQd86dPAFygq2UUfHfRRVC+9JHqbdr0huqUwMOjixdsQMzXEhMVYoq/Yjlhru2QSoXwxKQxgWNMJ3z3HhJ6YECmFT3lOCjx6rpzmVxRwRimPy7mqMX9ZLiTYh9oTEsY0IUbTKMbapB3XNBq8HTHBWdMKhQQx+cy4pqcJTUJMUzulEKZphuS851rmWPLGUWP4hHir9zqF9YIVeUXByQI59ZXI/bdfN5jvaZKkLvja5OO7krLQpfJBdx2aujYUouszxXBkh6btWAlIR1/NtDJovU3nUzVMKZqykPliJXwstJ1dTBswCGLjsUlI1WgJMTvtmDRbNNUdEyBDwot2XntWMY2RhkE3BBLNvjz626JHiSan9yYMu26kjvGU60O5ecZY31jzT5kP1G71crk5zABPVQfpjdZF9b16cWRvqQsUlV9LXlBlXt2S0ffQxQzmQCalPqo3ZxcTWMBUvSMviwxl173W0RhV2hK+I9F2J6HFO0eJGcxVRpopzGEGM5irfE18X4DUfpQ7HcIgjpY5SnQqnVEfHRzBVmQonLd1E31cKR+CNav4O0F/MZShyHpodAyS+XEmyDUUsX6QC6nsU8nIud5DKxP6niKQSMMBfSe9nXkW1gyVedelaRj9KCm3TfI41wJImHQGuplCtoXAnwufUyGNmNYWjX5Jl2yzdjwFmaAxpe9t+bgpOfVcjOEPK6iETF6aOWpUgtPJzMUybC6YYqyRaY01L8hwdNBDiRyLx6ZcQabIjIaG3n5dAMeXrB9LndkX4R0bNymR5odeZ0DvD1rEdEWHfcuzqZObn3y/DwlJQ8gpcwqLlZDQxSKmK0Gm5ywc2iIcVt9qb0t2y6aqkzmL6qKPHro4gq3YiiOYwRxmMIdD2M4Ylcto6V5tNB2S+XBTBWdifNHW/Sukk7a+K5Z+CSHzhAbuG6SZWWLmJCqjHZOCjvacOHM3wr81B/EQZNOOQm1vDJwF0+8eSxYpaZT+GFp97jNxTYDyGYWeS2gsS8SEMEtT+LUQqYxfE064ucW8AkXXXsoxHJuPIQFe6/tU35i20DTYkhZ+LtTvoeti0W6rjTZaYP36MdpiXQkytZDATUmcB5Xsd9HMkGOq1hwlFsXkMwnfDIMqhGlJW6Q1JpsCe11RC1g9RcPTpl38XJoGJ41eudui+rV7NGk4hqWlqY5m4cxl6vZ4c5/T9SFaY741mgaGfrf1B+JjTUYi8cVXagRWCiF/jCboWoo0Z2ZCk1AW0jaNGpoQrH0fFUYxX0aJpg2LdGw/1XEiIJCnXz/WyLTFmvaRSZ7kPOGdI8yIiSFDtFn9UhPhhTQWJERY50Bf3R03m6SA101RUZYZ2HPD+myk7C41FapmSslgIrkWao1Vr2Y6Wl+l0K5pMYZBSHUf+g3odA7a703h8drx2JhpK+DEIovMvcLO3IRBHaRlPannNPNIGw1W025fF7b15HqjRNMzSxGmeB1yPVhJwZTuzbWKMdpS2jLIpmGMZxbWtCADNC+QNQq4ggq9tgAAlrqiqJ1oIa964xtTOoLMlAi/1sKtY1qeVFD56cpDBgDmMIMFTNX31dW38UWDq3Xl8UEZNPURmZZKZJjBXG1usqa6Ur1PLLGeBq4Slzt9a2JwHXa5hkIzK8UZtGuG0ejRr2uq1z9PrZLjU96P+9fw//y8ry20Ph6hENtYu6QGx9Ve2X5v8oPidcXATQras9Zo1NqitZc2JPKYW0+z43GM7kGxMhoh389IgkyO8iORErGm/U6j0X+ZJ/1fTUGtCe4aNNhnjHZY84IMR232yUvXaFawdzhxgaYU5z2NjF10aaH0Q6xtsisruGTIcwr60xxTLXFtbc+c6XaqMGaT16ZT55LJxbTg0BZtTrt2r2FAC9AipjBXzgBAFX7dqym0brjugtrWT6TNIh8TItpGrmn9PIjZZ5SQzqcpNPAy9CSaNCVaOLZm4vF9b3wBUPajvCZufuDmNz1KT5uLMTQx+FTtzKAMKqbtbBLmQ2gS0AbdsMQ0MMP412gC5EprxIZFgQ31ajbYZ12x5VXBM6fHRjT2gxN9FeeWq0Fo1lKEIHc1o4bUsJQRv6RQvw66Az1VdjUhOlYiXHsYDNJfp0ofjwInM8qlLdZCv6cIbsNqp1d6/Rpj7WBdOfsSisI65AKoI5U8B+BCLGClPym40GAuseV74JFPqDUiHfRRFCZSQ9+hum8xbucfYxOC5TCRDSTJL2Cq8j+x6n2+Uw21LYbadMbuGd+l67vxBUxjYX4aRTerI6uGUaPyUPaTtbDzPq21gSNeVLPKDdg3mLVfxKVDMY0n0jvwyCKDfpDZkIOmdBDm/UCO7zLCpo0fC79Ov8aOpBC056RBOp22FaK52Y/3hXZvOa90muO7I14mJhS0ZfQrNaeaNHy8XGp9Wnntd7mKe/bho5bGzr5tsa40MplYJCkMuhZkKIqRkuUxgSYzUo1Tl4YSea3y7ld5ZOg+5KPSQQ9lkde+MsMybff+lomQaclEUE1jEdPOG7ilD0hM7R5DyH9FQlMD0zuUFjCN40+Zt5ZPY7HK7Js5SfI4vTIEVPp1SPqa6G9CTDUuy5n/th81k4ysTy5unOH5vjq+sEIO0m6P+H4oEpoPjaSZ083L9YSvl4Trv6S/dToEKfDEEKpH0quNc629o2bSfji4bioL/bbPOV2t2ySQcd+flHkTiviK0Ru7v6XTzyQcWgu1Z8TTAqSgSahZDZROT419ZFYD60qQcZCzyalpZIrw5LaMJfcmEt9V2Hcq9WqNDN/VmR3wcOaf2AQ2Lyfo1feyzrP+grPSk6PJIbaPDjBvfhPNTWG3o5jYbcxYTdCSBqbQJplpmx0yMUbuL5IiVLZFagi0ZY5+X4yGjvY+Y1oOkfb31Z2dtfpS+r7JGViOgSYhJvV5x3LjAHEt0zAmGk14b4PY5mqQKMYxnllYV6YlXxqvmpezDyHXJwdfGPVdpq8yLpBVWh3DDjThh5dvAy3HAmmFqM42AkuKytqWG55ZOvcqAsdXEcMIADLvShv4wszKtJ+bN8K06G9XNufaOAcb09QgDMydR3rKgtB1gyI0pkflJD4IUtsT0q7wZymFFQpESNGkcg2hNI9pNPqCmCacpZuR+HyQ2pi1JqQMu/kqcWKE1DwzsM4EGdOc7mQfS3mlMekC2ApgM8z3Tfq1NNn7LKldXpbIM/tCskwsGFPV268po+8M5qo6uvX5Eu47hnw/lbxeLFImfgGTCdeal3roVJohytVCb+Umsw5nTtL8xtuvvY6P08YnZ8jGH4qC6KEDLJn2kilO1hdqP+XJoWsGWdik3Z9rybi5xqXHf6MwNwNIfyFNSOSMwDV/mPb00UliNrwdBGOWcQXrskVddI1Nqtitw/k5jXQvyVh8c477XLhm0xdcws9QjoOYX1boODddacft71z9rpWVNGlaDr5G6JGAfln5TCUN2pjicyBVSxYT2PimKyXdQNhcpb/AMjRneblUwaVNgjzbx6snHAy6Rtnrx4JMW6wrQQYwg6jTNc63PXRNCzcfBzZvBCZhPgA2VCHazkSorqFjnaXjyDb5oaU0kaaxiAyFSfRWoBYgFjCFLC/qVxc4JqgRtZH8T7roY5EJC0asIX+KAt0qzJn8HagdGqRwou3GpM1cW0h8u3rVZ/N0rFAXMG2RDKn5B9nxaPSGmKZsA50L1WvpyiE1cfy/3FmTNoPvqkMaPG5SivU9Z+Kar4MGbsajXXkW6WMqS0I6v1bSQYKLps2UO3Jth56JdkjhsskBXaPd/PfNaTFG3UZA5IKOW3/43Wlhev3XJfj+V4PNDd5eEozDZf3XRLiCmZb7KE37a7/rLEk6jWtt9JNxmmvWQsj2GMNhXQkyUiip/+clkG80vwNzXO6aU3JW0MT1F+dc/I7tAtMWnZD5iGtLeKoqbVEJ121fYplCQ6oglEdoboNU/41hcDIWumHbNBrTXxkcp4Q2DDx1h8znyGqYDuQcTU3cdiohZFYKCTEhs5AGa0bStWWh+cGFhTjtvpDRRKOrzRz07e4nY16Po5ZWG+tKkFF3qQVM5l6KVCrFufqw9XOhxbXMNzi7W34fc01emXqMpoVHeZSFZb5EV8z3ZhhI81HTYiwXj1FmC5Xqcr6DRhUdZrL6dpy+HaRPirp2ucDrfRHrl6bF2I1EsepzX2viZx9tagP9j5lBtLraMl2e/HAUQhCnoalveRlNy7bSwqqmDZI0NAl0JxshLVzbMm3KEULzQ0ta2SaE3dd++v5Svmktb03/aqLEhqFoi2nFxtCxrgQZQlkaoaQ25cxPGEGGopcAZHkJlNVEY+HY9MZZAChz39bJJ/QcZlAixzQWgdy8/bpEhmksoiwyLGAaZAKia926Mm+ySl+NuL26qMxIUyAzQL8yL5FZixaKHKWXJyRky3WFrubsrqHfGewbfMlHJkeJ6XIBZWbvQSHk6WYQy/RcdXvm/ZZM0w0ZDjsz8jKcLs0HIFYPX3C5SSCDy8DJMVOOkRRtBR8z0rwj+1QyDfL+CrWX/KwkuD8V71cZTh12UrVCJg+1l2U0hmVz2KQ5omrHm555yOQk2zJI9JamnWjjJ8Wvk4KA7JO27YxBE0qGYdju5lB/uzkvxzeCo9x8jRopm8mm68doh1N3NAyAejHnGWQLuEJMJbRkOcsbw+aNWbjNRCkyznjspHMdgzPjIJnDeSkinQd4uLHugKi3xTInfTduzUfctl0gQx9dz4+AX0fwbe3tJpBk4Fwoc7PAVMxtqWKOS8eBTdy8UDjt1cxc+m4+vLBqO0X6zZm+9M/hTt38OWmCliYouP1jTHbaM+C7rlI8B9mWQaEJmfyZ8bGTIqzGNF+EWO4SLYmezIwjkapRawPOwLWIwFDZEFK0UfHr86gwIxl3kzNuqmkoVRgIaQbl8w8JgDGhkG8OOLS+kAJNqH4qu9aincYYHOtKkGlEk/wwYnPqak2kUZkJVkpd6zluin5u46wpGaEUXFYa7XfNzRlcT2VowpBGc4qfxKmGU9k80Qaj0lBkKGtBfpB+0TRkg/Zv6mbvVHx+Y43M6mP9JsQr2ICgHDJsfJQFm/h5JXRUh6Qnfgg0aXvoOqYsm13XvNBR2/VLDO7MxvezrqZhFD45IZW/9js0AWtT0JIpQyl8SKPFzV+2TX5eCQ2aaY7/DtGTAu05tYlEkRh1DhLA75uYQCifZWoiudT8OVposdRq8fromHz+sXs1mU2k6UynMzxO5flQWc0MqNMbNpnI46HcUJIWLWqpqa08EMC9t3svTZMb0jrGzJYaTqaGZFSbvRTw9XeQz1iQaY91KciURWbfo1TChFznShlUiwiLcNLVsvYVA6QCBlC/12ixejXBFBaRwWSxzfKSmZhC71xyVfahyab5CPBrMpToVn4m5DvQF6n/tftLWjSbewwhpqidJ0EGACYqMnpVDhVDvw1NbzJz+KYofs4399DirdEYckyUwlnKAqPZ9kNtkRlk+fUpjCFkipFlQvfWzvVqwVJrhy7M8KchwYXKmFkudF0K9LrdcFtu5Gy6l2sQTRfiY3VyejjLakKTpjImSHHaUxijJgDGnru8TjsvGTQdG4ZRpwrfAJjo9sxwnv2P//E/4uyzz8bk5CTOP/98/I//8T9ONkmrhnUpyABwzUReVl/7v2nR1Oyy9Ltb+dMUyOz7mlhZmU9kEKQ5e7qLjbZYrOaORENZ9RGnq49ucDGOLT4pC5Pc/bfZDfp+NunPQD/XrCWQ5wcRJlPKxYSbJqTuvLVr+HepeRlFFNWw17d51qFoubbgAk1T/hUuULdBG2HGvf9gz3gMV/s16KctPv7xj+O6667DW9/6VnzlK1/BL/7iL+IVr3gFnnjiiRVo4amH9SvIgO1Y8ioun+eWAaypKaCR4WYhzfGMFOK8jhLGSS3L24Xh0rUq/co5eV6vb3C7+ah2MQ7dCjnDMNYQVnphDT0Lrb9Xym9kEKFCg+Y83TyuBmOqTZDmpTZIHUcp/guatmy1oT0D60jtRu2NErpJSX8haBvz7bC5VQD/WZ6qApSm1Wv7aYtbb70Vr3vd6/Cv/tW/wvOe9zzcdttt2L17N9773veuQAtPPaxLZ9+MZ+3NgA2bF3Ai3wTMwrR4W1Vmtiqz+bi5cItNLR4aUMZkM4cO+tW7p6tQ583L9Usjp7CI7mS/zhJMJiiayCnqTvIdAWwkDaenB9Qh1oDv+MbplzthqylyH7+W2dM30+jZW+kcr4tol1FIy7l8S7TLTJt8Yvh5TY1PeSY4Y2yK9AjB9j31Trrw2JStVWMEPIqIhGKtTAgynJpDRoJwLQQ3v3WgPwftWWu+ItKsQ21yzaGGEfIIuxQzjYQ1poajdSQDjIVuN0EzRcnjTXUPph3MxPPS550098bD1LVIJneMdKt3aYXA5xunla93ki5zHY3U0QliqVrRtYKnn37a+d3tdtHtdr1y/X4fDz30EP7wD//QOb5371488MADK0rjqYJ1JcjU4bw5WxhzoDPZw9KkFGQK4Axz3eTWOXNtFRLMF1Yefl0iQx8d5CgxjQUsYAo9dNFBHxs2L1SCjXlfTadrF4CuyMWhTSpanGgB4Bk7SbDyBYe4DwbQqXPYUCiwlnSNmD73jwgtXr7gELu/EJaqr0VmfSt4YjxOk/wtBagmOjK2VEpwh8ZQO7V+Tll46flpDNS/hx1bbsg696lwaQ1pYrjgKMvy8tYswrNBu8xSMsqQ/1PbSCUuDBODJMGZC9HUB007U2qj7oDtP1veJ5owOMhOOKS10OYrF05ThBm5geH/uc+JtqHg5/l6FmPog2gPQ6HQzXPabg5SaQhtItwNX8ihejWdfYdNiGcMJbt373aO//t//++xf/9+r/xTTz2FsiyxY8cO5/iOHTtw8ODBgelYS1hXgowEDaacwmRobFXvW6Lf9fkWveFqKIpaeOLnQvTIelIHvbYQpSz2g4DTFdLAtEagf2MOfDENiAzF1s5rL8IE2i9s9Jxjz0ATIEI0x8qdDOdE7blKTRmhKZdPE0IMXgovKc+IC9+SactybSE1WG3Gf9NYaJvnJJSfx/R/aJQPBle75G7kBkGb60LC8eBRnYO/sX5QDGuapGsPHDiALVu21Mc1bQzHxMSE83t5edk7tl6xfgUZ5sjbW6oGAAXGzMP53Vvqmrdii3c66upYd6GkHfjxpQ5IU9AXphRN/SzPDQOpupeLpMZo2whAqddocBalKmopL3k/cq2EoZveJk4785T3QGm0yV0p/x2uJ1cFiZAmRB6zNLvnY31H2o24Kco3w3EM61OkCRdSe8HH1yDg44i0Bu531+E21FYpXHDzoa6t41mPQ+a8eOLE0DPUzCihNrRlplxzSEK5/5wso24aY6n358+EHwuB57HR6AjRHKorFVofa8/R/F97pqUtW7Y4gkwI27ZtQ5Zlnvbl0KFDnpZmvWJdCzJTVcbd4/NTJorpWHXuKZg8MsfMQD9+ZMaYmY5ZmzpfYgHXBAOYUNUcJmy4jw6w1K2zAvfQRb/XQafbq5mzFAxC8E0ovtMwP853sx3Y3CzEuOWuUrtfDKGdra+VcDMgS9+UAhkwb/5PLJk3h1N9ZGOnN3X32asUiDnR02hajGVECf3npq5QREhT3TwSijNNV5AJvV4inK3YpT1z2qAt1prTpx2nadE0GsPn5+h/F71qXLv35CYVeUzSUIh2yDby7z1m/uTPzhdO7P1jgmTIx4i3nws4JTKPfm7mte3xTXAcnPaQlkjTykjRzn73TYYuFe6YLgS9uilNzyatjcGm1AVSmJHtDdEs19kmaOuoNh9OJoZ1bG4rdHU6HZx//vm477778Ku/+qv18fvuuw+//Mu/PDAdawnrTpCpB/Ikm2jz1ZuvSZCZh8kjU/+eMBPpmLs70/xFSDCxuWHoPUIT6BoRxrzvaKmDvOsu7FwFLnc7qbulJo2AxjBDPgRN948twqm0OpqXpep/D+iWPeSZ6wfUgXGQ1rQf3HGRgzMTP0Ild3b6/DhHk4ZBMkq+U9YW4ZBGh7dVCihNmhY3D4eWuC19KrvCceH9lz46HfTgCk1SeLJt0IRE3XE4h2RK8jmGxp/UFklBUmpsqC4ugLr9oZt5wkKKL2RqzFtrhwZtPOXie4i5uZuaeIbfkPYo1N6YEMPbZ2lx7y/7RG7AQkJYjH5JZ4omr0lbNWqcYGNj0Ovb4vrrr8e+fftwwQUX4OKLL8YHPvABPPHEE/jd3/3dgelYS1h3gkwjcozkVQRtJsdqTiJJV1uHTI7V8tUo2WK0mmjrp0BoYkynAmKCMferaBLyTjZOdhj0yUbqOEsdy202TaO657AIjclTdWzENHWp17fFb/zGb+BHP/oR3va2t+HJJ5/Enj178Nd//dd49rOfPTAdawmn1qo1APzQz2qSLrGBvvk4kG9EbbHYXP3fRL+X69/c8z2kegXM6wgWqrdd5yiByWX0KkV8B310J/v1/eXCIcOv2ywsTbsqiaZdWvi6eJizLKvBm9BERhcoMnc3TqHs9Fu7PmZioOdAz4+ilrroO65PJNiF/CpCIakhM0QTQoxI618tskya6Ph/N6TZjtkUIdu22qrlpQnUlrMmIK3dsftx0wivU/MjSvktjzdFkrlanbAmoo1ZQoaXS41d+DrfSdwNh/fNWVIT6ZtTfE2drc9qlgcRvrW+5vTx/3at89ebUJ+MKvxaCwFvuvd6xDXXXINrrrnmZJNxUrCmBZkSGTay37W9vsiAJdROo5u3HcH85mcZwSUDsBUmymiTuWbj1jlTQUP4NYA6/HoKi1jAdB1+jcle5Z+SYxoLyPKyylybocvyyGg2/TaaHWknj6l9+Y6Jq3d5f0EIDyRk1e1idIYQW9gd+qrcPsuTluEWyLCAaSxgGh2Ws4L6TkbIaOGakgGYsmX9rqturX2wbdT8KnSTkG2bGlIOvW85zbxM0y7SPl892kIKXRkkI9WfBTfxaYIiZ+ZlPQpcLwZNELB95ps0ufkHlXlKXttDt3pO1mTr0hv3QTHfy7rfSmQ1Ja4AqkddhcxK4XbqbUyBPj58wZHTxMdPv3qlBz8uBZhUbUBI4EjV2EjTNF9rUjZPNMabaG0aB020xY6tFEYVfj1GOta0IKOhXshZOvzOZN+0lMKu6X+loelO9ujiGtqCwBmr3JVvyEv2rpoSWZa+M4tpNJw2KedsHbH8C2k7aKl1kAxaaqrSbdtu9mPKI8Pp6yv5ZHwhRndedum2ggBpZfg5Kq9pyXh9cdOM3nf8/pI22Z6mRVxG0sSYDAlhmuNoCOQJI+sMCzdxXx7tfnynLIUHrS7uC5LC5Dhi2gv5XQp7g0BqeXzfIFdDkDntCjvF0u/Q3OKCTchpnZeztLQ3L0ttUWg8UTvbCzO+P41fxu8bIOyfE9LKHI9SMloMq2k6VU1mpzKeEaIfvSDSm8vV3CkKfeCE1NkaThTpjrHpKuwyuADFFhVgMP+W0G6Omx/kAjko2tLpa7Ka32wcWgRT+p+3uZm2dD+GpuuaNDf688kHWvykZipmHmqCxkBSnUr1Mu3HVqx/h92RN/Wv1WLFI1ZG5YPUpHVoElxiZvO4uSpN40M0yI+E5nw9CDQHeHtuLBisd6xpjUzTBKDzvaWOEWJkHpkqiqYsKnNSdV7unAE7GchMwVXgJTJgyUYxlchQllmtldF8DzhS1LmuSUH35+DRD1IrwHPbSI2D1HKEImP4vS3tzbs9riUDKI9M4bSnw7Ifm9+9+v6xiA3NV4DosjS6fjYy+onq4YJo3JRmTVH+M2n2iWkKy/ajr9zxk6r+jyFmKqH2cUGat4/uT+3XNGeS9lBIPL8bP5cyH2TZWhsqru2i52gKNP+0mG8RjfE2wqV2LvWZuZpDGervhpZ30a/fHC9Drq2WIl3o10xa2vkUpI+xtH6RGs+QiZePJ6JD5vZaSQwffr2m2fJJwZrvsZgKmiZIf6lrmOgSjBZmCeYVBZXgcnypGuQ9VzgI7XqMX8cUMpg8GxR+3akWlR66KIsMWeabYrSFPnQvAhdQeLs1cwItepxpcnu6XFxkeC/Ry5fOkNlEo7uA9VEg9sVOooTJI9Pt9WvTHl/YuDMuF2CkcyFHaAdZst922Qw7Ihasz7R7NGnHBhEuMhiTZIYwI+Hh+qnajJgZit9bo11zhqbjxPB5HYZRSBpcpsqPy7wfTb5HIYQELW4CJf80Ap8fss0hLUUGaebzc/aEaG1j7uPnubdSxj6aCVSrkzu+awgJKKH1KfSM6F6h35I2PpZi4dfafcKCZlyTVCIfce7jOE5G+PUzHevStFQWmSOinSgy16xUyP+jHThy573aqs02uxzAt6f759OZaBvI3CXE1rTcIG0R3yUPbxKTv/kCnUpvaMfaRF+bXXFb0+Qo6tAYof89lIF1dGNNCm2DOuw2mVNShZhBEWL2rvA2mCkZ0IUY3mZdy9nO5OoKzf4c54Y5KtOmDQQpNK/22jvGycGa18gEoc0DNtfLIt70Jg2J2YV2698A6qgCMov0WNI8c/vV7265mHKNiYZQUiv+PbQzIjQuHqIbaAmjnRQ3xblalby6PM1nw2p5QtqJ8E4yBFlXSFMV+h0y/7l06Yu41JJIrZVbh//cNA2e1h4Z4SP7P3RtDL4mT44zV9vDzUWj8KMgzY/mwDosswvVofV30/Vt+pQQuiZ0f0lrE51cuxNbw1IFt5R1MHWtlH3vOhwP73szCIYVoMbCV3usX0GGUJiIohOJxZsmKtlaySRQIMMUFoHJ5SqvTO6k3wdQ27DJPMEX6U4LpSdfsAZ1upVmBxkdY9oWexeKvztsEgCkj9ByDpS5XWxo4lPIdR9dT5iRdWgRPRpCzF7bIWrnOKyJUBdSpECQAiuQuIsxZxruTpVrfqzpgOfzaPKNkH5f3HjRY2HvZFLhCzMvG2unxtToOXHGGIru0PLMaMJhLHInRpcf4ZQ3XquZo/hxfj1vKz+WEoFI/d8R5+m4rU/XdnHE5mZcmHa1yVKYkWkJpOlXzh+/b5rDs1PBTYWyz4nWQbS6g6JAhg1DCCPjqKX2WP+CjIYCNpKpAp+4fKLKUEla4DtVjhKywwOohZwuesiqcGy6li/+K7VTaGLubuhmqU54e73+egZuDuLXJO1sWfg1T4gH2HdEWfc/33+i7U7FLnC6Wj7kDxUzmaSGBct+k/cOIRR5I/+TgCY1PHJ3LQVVeV6afjQhhR+XzDQF2rjkdLhM0n2Pk9Z2WXfKu2lIs8Sddgv4uZaGYSKh5ywFIC50xhAS3N31KSyIjGJnLwUac8yfT6G2hAVQMy5D5vfU+cPXZynMcB+hk6WdGWN18MwRZHIgOK/zEQzyvCly5+RPpJTcDilIVZkT1pMXvrb4hvKSxHLetLvn6HZo7fxrTv6YDeFUVb9rpjoJbVyk13/y51JKpOJqQeblORXGhTTPDnL9GO1w8mfFCqKEcfqd3ryA+clNprVdAJMwmX2rxHgb8moCZPzacNI32pl2mS8MgNpMVMCEXsuMsnJ3E9qxSdXyoDbfDK69OCUXhhaRwemSYaicsXOo0RrVaCvr/HjuXp8f89sSNkMMCjeaLOybUATOkX5CD+fNnPbJ6+x3t12aH4f23wZH+z5QIZ8Wt919hRZd86Ed5ztg7ZoQOP2cZk6v1XyF89DI+0vEzJ+x8GtJZxvmGDO3SY0GPSeuAYvNc64JpTbIudNEl62rvY+b/4z8KC4q55tBQwk44xGikmZJY6rvTqhNKwX+TAe9fox2WL+CTAFj2smBqU2LmN8KIcgUQLdaFEkjM6kPIj4R+SJocp8UtUlpGgsoQW/GLqq3Bme1028HPa/upgVF8wGILd7SFMZNCxqDJHaYshCQOliW1xxI+bn696TPOORiJvuDm1DcrK85O99+GGv9mMIgYwgx/JjZSgtd5kwOQP26CG7WkgxF7pKlyUgTZGNCDI1XN9+PH7qdKc8khJCpU36n35oQJ9sRYpDE5LhgLH+77XWZcZqp0RdEYhsgjWZ5rWa61MyKVowtgvTFwOeaFKp0B+Fwwjm33nCEm1xzXGEs/o4z32fKXWOks7g0y6WYH0eFsSCz+liX4deEEjmQVZNgEkbjkptPnlsNQaaYhTTBBZBaDtdOLXfj5EwYs/8mteEUgc9EY0KYq9FxmGxuh10uFrFRmjP8xSzk+5ESRdG0gDebkMKLsm/zJ0jtFx0rxYfOS+aaSn+IHn/8+4yTtyvEWKVwqyHGADSNVMihOES7mxOn9MpmDksv6k8KfGE+dz5N1zZp0bQ25R6tvnBJbSU0zS/XJ41//PFm2+qOwRh8YUwXYnhZroXSnIkHNdONsX5w6nDJESKrhBTHYTeQR6ZEhrKoJHlWJrwL89+mq+0CuJp4lMx5pdHG/t2mXaeCQDaItkXTioXLxX0j0u+p95Whw307trvTDWtF2ra5DdoIuE1IpbOtnxYhpHWTWrC2GJQeiaaxxk03KxndogU78L5rum6UkE7aEqdalM84Id7q4+RzlxGiDi3OS2Ar6jDouaObzWsJejDCCr2i4JiZBMePzABnoMrs6+4uuUAidwNkUiLfGDdKKccCppHBZP8lk5NUf2pCUAyhXb3bD67HfyjSpimnSJgGd5HjdPEyXl0VyVlxAlnX10poi6QbbkqZkS3Die3uJT1tclPEFmxJE79n00Ifw6BaE66ql2W4b0Vs5yo1HgRd05B55aWpMdbXMkqJzIOxvuOMVIb68jLacW2sND1fjX77fGWEnytMhtrMNzWx8SnnTVm32rYjNk+1Z5I6LqVAps0baeriZUOaFk3TaPsinITT0u5nR+dmsJgQutqOyQUyTAwhjJxqgtlawDoTZMzg7mQ9YDNqn5Slp04DjsBqXOYrrc2xahLNT5hJdcxdDGUafYleJZhMYwEAsIhpAOa+/V4HvW4Hxlem7yz+QHywukwqPAll+HQT2ias0hZUl06zqMQic8i3pURWvdsqQ1YAeVkiRo5U9Mt7avSMGimLvwxtbiMM2jaGfT6s8BzPCeP7frj5ZUK+IW5bXF+UJkjBzTVxxRm71g6NYUqGFr5e7yceYq3NEUl/k2krdH0abbomLaTNCQk0fGPCfWtidMr6uCDQVluqtdX3n7KCc+pmo+k4CTQa7Zogzvv1VImyGmNlsO4EmRo5Y/TFhBFiaP4J0xL/HYLmx2EXa3/ClkUGdHUH25VAk8CTmnavrekl5u+RCs5kY4vYSu9UUmkPCXoyydpKmxRJzJOaBk5LiHmGoJ2PXRPS5AyC1Bw9puxoQ21XwvQZYvgpmpK49kyPFFxppPR5SCvWFjzHUJOmc5RjcBQokWHDEOPpVGnHWsK6EmScwV5UkyEHMHkcmNxYa1co7BrdauJRtFJXOIjmvqOl+c79X6rFN7fh1oDR+Lg7glJd2JqgRaNwVWuonITG9AaBub+vMg6ZyxyNQ149o9xPiJeCGP2DCjpErxb6yjUMbRZmzexD9WjPSBPi3O+5ei1XrfNr5C7bts2e115TERqfNK9Cyct4GQ2pC3Nq5FybOlOfm4xa8s+n1SMZsLxe0yC01RrwciFn+fZJCzNvPGn08u/uXLGaIppPIU2tNEFJOnyTVfPa2SzsrB6rM4LM4OvsWJBpj3UlyABschXW1DO5dQ5Lm08HNsG0eFtlWpqtLtp83PyfdZkBZ7baRLZ5ZGz4NQD00cVUd4Fl/828ydjkrxALR5STPTXigcB3TX24IcxpJgU/BDukhTDvA++Y45vN+f7kRmaG69c+Rik7qxgz5U7YoUVNX4Rtfw/KILn/lDTxaGXJR6Cp7wvRJ1woIVOD30bfX4W3T5rr+PjMBG1alAiH1s9NmpV0EycXzFzGz/uQ3zcE64dTeG2SbfOd+X2zF2fw8tnIslKokW2TZWN9zb/LCCZet+8n5I+TUNi1Nq9TNTHh834mcC7kN9UbWg95uSZhZoz1izUtyEQHLMsjMzM7j6XJ061GZnP1nxLiTRofFnT98EPOOF0HNfOeJCMMdLEhLx2GTDslmq40cfnCp2kx9Hb6kQNtQdTb3/7ETxNitPwrPKeLyyAdZjtp6CiyzHGM5mGuTb5D1LelQ7cMg7c5JZrMInLx1kyBnLmn9L+2o5RwBRjX0ZNe18DHRynoLOGm1uf9EDoW6gMqp5tCfCZv8/msnnlDjtE2Ggf73HzNhS6IuentzbG0FybyTUVsTGtCQ4pGRgrGcnMUGvehjYdESIiJzSNdq+JHGUm/Lflb9jkvI8vJ+w7i2LxSGGtkVh9rWpAZGlm1gFNCPKU3mhbMpvMrNShDWpvh62znJ5Ja78lGW9XyqGjmu/+T0Q9atIg53p4W2YZBherVxqj6vU3k28nGoKZWQqomZrWwlnLFjKOWVh9rY1Ymwmo8TN6YHCVQAP1exzjyUvg1vTSymhv1CyR7+oShBVs6ctL3DntpJLcR96uMvlLzEvrN2yHRpA4fFWLMKXxcC6V2d/h9dGpn6rwskWVWO5XKHELqeGmaSQ/Jbo40Ibimo0LdFbrXpyf5S0kiFtPqaCp6fiwW2cFp4M8jNRNqfKfuJmSjsq7Wi5uzmp192zJWGbXEtXdN5sdYm0w5N2JN0yiEtCdEW1MahaaxzmnV/KU0WqUwysG1mbyM7Cu+DoXWryafvJDPmBap2FSP+9uWHVV+nzFObaxpQcZMmABzKqrvBdBb6gBLMIJMCWC+El6WhIDgJMRzs3pKJpnBvN26j25dxwILvy6R174hw+7Gm+3Img1/tLtl3gatbs2Xgi9yPWO3M0tUUSLPms0YHIP0X+o1w/STXDQ5NKE4ZVHlTIqboMw5KxxwrdwgO1YuGHI/CcqPNFW9ckO7jptaNdMDZ2aaD5AV4m2SP266bfJZirVX9rHL4F0zKNGvhfpzRivvp+WkoTaEhBdN+EhtE7+OBM2C0a2Vk22W50ICdCiyShNmuMAc8+9pgswHowlYEq5pOK5BWs3w6xOVW8Iw14/RDuuyx8qSDeYSKIu81sTQp2AamROkkSl8phbKPSH9GrJcqN3LDGXmLiDEeFZLHX8yVerSpFIicxLikb9SCo1xP5f2OWUG7f821zU5yY7i3iHzgWSoIUdPCa4dS3suaZobTdMiGbwmtA2LmHAvQ+WbrpWQvlS8DYAuwGh1+H4kzcJMFnmuqUJME0J+ZrG2SMGGjg9rntfQRpOWo1TecrdyKDGcaelUMeetJazLdy1lfLefwb5LKbefPC+lModdkpKS3leL+ipWmSTq5Nt5U2gYT6TRQtth8t2/f274/ne1Av47d7Tdf5NGTDN1xMrb783Ciabh03b6mhmjzbzSTDGhcPVU2mMICaDyWbTVqGlmJC1aTUPoOfrh0mHz6EquZZrpa5DncLLW2xIbHLGu/WddsuUVxbrSyDgMILf/u5N9LE3CaAEy2Dwyk2bCb1Defi1zd3D7Pv/OdyzkK1MiRyfreT41tt52jCqUx0QLg06BzgzcXXPMNKUd5ztcaUKor6nefl3mG9BDxzEluO1qv3Pk0KI3/Mim8KLNz8e0aNzMGPKhoWOa+SJFNd4kOMiw71jf0d25d5JfxuYCkdoZGa5bwrzZHbApCKjvuXaH6tDuRykAbBuk0NVzaM1g8jVxE5TUAnBwbYlslznvh1HzZyTLpwgcUuhqyu8kfzeFGtOY5LTK56JdmzKvQlqisGkpnBMmhFA0E+93LSGeRlOITn6M/x9jfWLNCzK66aewwkoOE5U0CauR2Vwd2yRME1mzo6jL4FymNY3F+nwONxw7xaSkMXa6D/dHsO0cnSpehjQPA7njq+usEuL1usa3iJBqv9aSbEnYxcwKZnxxDu2QQ7+HXQDlrt9lmK5gI6/TzBcxmmX4tSasdZzyroAQE9Y4rT10q9dzuOf4vUP/Y/1fIlOZotUFcabJtTVuSLLvIJupx2WZkLMszTOa66nCzDD+S5aOXB0H+lhyNUmaZkP6omiQ4dB8U+COF/s8bLuH90XRQ9P9d1xpCM2R1RRkDP2Dr6Nj5+T2WPOCjIQ3ebPK1JRDHVslsmj4NRCeBHaHG+7GYQSDmFZktTBSJznWTZL5DQIS8IatY6XhCgOuNiYkxPD/KQhplFIigZqgMURJnxyrIW1bDKnltaR2GkJ0a5uSGIMf5TyUWsKUOaAJZprWk74PIsgNi2H7J5Rw0P4++WthKkrkmBhibVsrIf6nEtadMc4b7NrYZ+NEltcSovFyrsrZ7E5NLhqe/K4QC9bKO5dyaAvbKCZHTH087K6zyeTWxNxHucg1Mf5B+rKN0yX1pYx+Ce3wh2m7xvhC5WKIzaOVhBSIQ9l15Xm6NgWnEgNtY8JZTZRKvxeJY0urZ4wx2mD9in6FYHoFXI1AYXdF3cmeuovhiyQtHlSuix5KmFDVLvroTvZrvw9axG322sJh1KHFqK0DJqdVClopZf17+ZlhOV0pWUhtr6UtttyuLwUwmdskRGNsZ0sCZQ4piLo5VvS+j++YLU2Z89xDvkuyjTHkoh9DWVGbaNZCnzk9VCZGlzQRpaJJta/5ObQB7/MmASaEtvePjeuU9oTOt/V1W+lw4uGS6TWbgFYCsY3jagp/J1rM89D1Y7TD+hVkQuDzK6sYBjMtWXORu5uQjM/zlcnNqwpK5Mw3xmWSXFtDdQy7m5Z0tL2uDay9PJz0S4O2KHK6XZNL+zDvUAir5vOjL3Lpi66v1ndDkDW1f1uGHRIAQnk6uKklJdO0Mftw353wwpsS4svvSb5WnDZ+jfS1SEFb4UAKxNTCdqa6uDM4EH8lwCDgwkyKae5U0czwMR6iSduIpNWdNwrvIXromtU21ZixMJxLwRjtsO5MS0ALtXZVrM7sWyFkYx4Ep8pik4qQVmZYrPbkXG8Oc9qYXi3zTSpOxi5cIuQXk4rUNmQtmWsKxr4RPkbRv6fCuDyV8JznPAcTExPO5w//8A+dMk888QSuuOIKbNq0Cdu2bcO1116Lfr/vlPnqV7+KF73oRZiamsI/+kf/CG9729uwvLzslPnsZz+L888/H5OTk/jJn/xJvO9971uRNq24IHPLLbdgYmIC1113XX1seXkZ+/fvx65duzA1NYVLL70UX/va14a+l7NwTQLdSjOyeGzKZvYFgPnq/zHD8Bbmpw1TOGYvz1DW15u63VTwZDYyb7jO0F/qVNf00EenyurrvjRO00K0MTdIrIRXvuZ0N6hQwM1MJbIq4WCBvPRfnmk/VkeQAun/42p3pLnKNVXZiLUwA4nlCspQoFuFB8toG42m0HOWodopGGSXKuvn5jteZhBIXxUNXBOZitjYk4JcinksRFMsG69v1vPbEWqbJmxqZjA3DNz6jDVpm1Kgt7FQ2ulq/waBplkNfed9q+U60mB7ZvUSi7aFtr63/aw03va2t+HJJ5+sP3/8x39s6S9LvPKVr8SxY8dw//334+6778YnPvEJ3HDDDXWZp59+Gi972cuwa9cuPPjgg7j99tvxrne9C7feemtd5vHHH8cv/dIv4Rd/8Rfxla98BX/0R3+Ea6+9Fp/4xCdG3p4V3QI8+OCD+MAHPoAXvOAFzvF3vOMduPXWW3HnnXfiuc99Lt7+9rfjZS97GR577DHMzMy0ugePynAEhknUJp6F+WkjyJCg8lT1/6iZWCeObAJ2mN80OToVgyLQPWrhiL2OoIcOFuan0d1kXlqwgGn0yy66mcl30a9CVY36NRwVwdXJctGJRWnIBSlsJmjnfDwqdTlQPZvqFQWdpePAJjhvwKb+7qLP3lFlFzdNRczNBXwBiCc4ay80hNrkZu5wBRl+r5R+1MJ6ffNGu+dm+y3dmTcu1LU1kRWO+UWaZ4cBpyXUz1qfhvzQQibIpqR8mv/YIJDCN18PXNbNn1M/+jy0dkkTJN9cha5JpV8bn4P2i5zvfLNg69ajRpvWyJVGgQ1YHmLtXI2EeDMzM9i5c6d67t5778XXv/51HDhwALt27QIAvPvd78ZrX/ta3HTTTdiyZQs++tGPYmlpCXfeeSe63S727NmDb3zjG7j11ltx/fXXY2JiAu973/tw1lln4bbbbgMAPO95z8OXv/xlvOtd78Kv/dqvjbQ9K9Zj8/Pz+O3f/m188IMfxGmnnVYfX15exm233Ya3vvWteNWrXoU9e/bgwx/+MBYWFvCxj31MravX6+Hpp592PiHUTCs3DrkAcILetUSb1yX7v0QGLFUDvedOIMpdITUHgGXCJNicYBqZEhnKgr9LZvSITcw2k7ZJ6NHPpS1OXAArkdevgMgCXSIFl0F2hVJo0X4PY3bSsjXHdpOcQaXeexTCVqzOJrqGD2kPj/k8YU7EdqbE0LRrAD+6rU1bQlouTVvDn3lKKDhB18bogpifCyb+TqUYmmjja5vcTMnx3VRXilAcQ9t5r40nTZO21iB5Xq83uhct/Omf/inOOOMM/OzP/ixuuukmx2z0+c9/Hnv27KmFGAC47LLL0Ov18NBDD9VlXvSiF6Hb7Tplvv/97+Pb3/52XWbv3r3OfS+77DJ8+ctfxvHjx0fWFmAFBZnf+73fwytf+Uq89KUvdY4//vjjOHjwoNPAbreLF73oRXjggQfUum655RbMzs7Wn927dyfRYIWa0ibDg/s/Q2l/Z/rk0yaujIJBbnc6fJfj7xZOnr02ZaeSouJt0wY1GiwPvetn+J26ZDrDLmJN+S3cc82MhdMT+i41OynfUyBpj/mCDWvWcOlsHi+Skco+AJpfwhkSXkqljIZUoUdnnGlvO9eEJV4+RIMUyGWbmp6XhkHWokEF6xSTid0WDG9qP5mwpsHBPwCwe/duh+/dcsstI6Hv93//93H33Xfj7//+7/HGN74Rt912G6655pr6/MGDB7Fjxw7nmtNOOw2dTgcHDx4MlqHfTWWKosBTTz2FUWJFTEt33303/uf//J948MEHvXPUSK2B3/nOd9T63vKWt+D666+vfz/99NNRYSZDCRTW/LN56xzmN08Cm2Ay/G5FndnXFDhuJtkmdzfBBxWpXO2bgRcxhxksYBpd9DG5eQE9dLCIaeMh0+07phNTp27a0cwRrkDk0sD/0zWpkzhUjo7bbJ6hLKzNu2mqh/qP0tjTaOtPbqzbVFR92kcX01h06ki5t+Yn4QmZrI0yyinWd9yHRr4c0dXU6eabkFqfaKF78x291ErRbzKTWv2J3DW7eYtCu2IuXFO7XH+hjB3PKn+vbn3OzejbLlxYz49j0+3Tb94GGYbOoQkuTeHylJ2X6JCaHF5Hk3ASmwta1lt/POoRNSGzD53j5iHfRyz3rpFtoH4tRN/zCKyU9SRVE6UJwLzv9Wv0ftHWTp71PCT8rqZWxrRrOH8zADhw4AC2bNlSH+faD4n9+/fjT/7kT6L1Pvjgg7jgggvwB3/wB/WxF7zgBTjttNPw67/+67WWBgAmJia865eXl53jsgw5+rYtMwqMXJA5cOAAfv/3fx/33nsvJicng+W0BoYa1+12ow+Rox6wRWX+yYDNm+YwP/ksI7iIVxRkKLBxs2GgriBjdxCcwdCiPoM5HMJ2LGAKGUrMzM6jX6Vun8ZiZWLKq8nlh6AOsnuQQoxcINrUaYNwLW2uMNM+TFaj19mJVZqYXtatftr7ybIuM+nUdUpBJFN+y36WO7ymRY37KXB/BX4Pt3z45XwapLaCM2/uzEjfqVyOshakNSantZWX8fs4qwVJ+t5h19FzoXuSEMM/sbBkzsglc7a0uUIKD5mXGhr9ejtOYqYX7p/D/bb4eGpKLcDvrYX98/toofJcONO0RiSU8DkZyjhcNh7XfX5idMi2x+b/IMILvy40Tv1+yWuhx3e8L+p2tBXCVhImD8zgggzlkdmyZYsjyMTwxje+Eb/5m78ZLfOc5zxHPX7RRRcBAL71rW/hjDPOwM6dO/HFL37RKXP48GEcP368VkDs3LmzVkoQDh06BACNZfI8rwWmUWHkgsxDDz2EQ4cO4fzzz6+PlWWJz33uc7jjjjvw2GOPATCamTPPPLMuc+jQIU9LMyycPC5kWsrgm5hQTaxIb8hdvlwYaVJpu+KQhkCWa9e2lZuwfGEYBHzXLypm59N20TH6Qr8HRdOz0JxHB7kH/84ZPAk1XBMBNAtewwmb/g6eM5TmvDR68rOQ30IKqC9izFijw/zX6ZVaC59phyPYYveV9YxijBDzDoE7AbvXtV9H+H20fEzaejbs5ma1BI02vktrHdu2bcO2bdsGuvYrX/kKANT8+OKLL8ZNN92EJ598sj527733otvt1nz94osvxh/90R+h3++j0+nUZXbt2lULTBdffDE+9alPOfe69957ccEFF2Djxo0D0RrCyH1kXvKSl+CrX/0qHn744fpzwQUX4Ld/+7fx8MMP4yd/8iexc+dO3HffffU1/X4fn/3sZ3HJJZcMfX/u7OtoUcjZt4R1+u1VOxrKI9PTB73LYsx5eukhaV76Zbc+z3f0nKZQ3YNgUK1ODFLNPihtQFjtru3SuyJCLHY9v45oHHXOmFDfSuFCKxfaEfPz7keadLjxKFWYsOdDUTnyfyzslWuGBnW4DglITddRuZRIFPc8N8nF54Z0Am1yQNaeqdSUaOdicLVQvsmJ2hK7dlT+dtzZW3NCdmkbnSA/CDSa5Ho1ynVsEFB/DvNZKXz+85/He97zHjz88MN4/PHH8Z//83/GG97wBlx55ZU466yzAAB79+7F85//fOzbtw9f+cpX8Ld/+7e48cYbcfXVV9caoquuugrdbhevfe1r8cgjj+CTn/wkbr755jpiCQB+93d/F9/5zndw/fXX49FHH8V/+k//CR/60Idw4403jrxdI9fIzMzMYM+ePc6xTZs24YwzzqiPX3fddbj55ptxzjnn/P/b+/cwO4rzThz/jLp1zsxIoxFIICGMsHxJYq3wJZKDJXstnA0C3+IbNl7y8LW+m7BLAF8Q/vkJ+ALGC9j7EL6KHds4GwLebxzDdx9M4gublUiwCEH2mlsMxsZ2DAYHC1kykkaamXPUrfP7o/vteuvtt6q7zzlzpT/PM3PO6a7uequ6uupT76UKL33pS3HttddieHgY5513Xk95W+aIxch8LsYOLjZEJkISpRTEWfTSscPDSfj1ZL5DlyGjFAk1noVfp+HWkw00FiX7ArdSvwJtgNbCrzl8tnhNvV5VoyMHliJ5NDOWa7btMwnEcZBFLTXjVlL/MIRAhrvT9UQgXep47XfEyiVNVXTeVZfS7GPqwBjA6Lk2YEcRuLQYMuRVyuwaIHnEV15+/zM35bP9nahNh6n8OjmTxj63eaGIcJZ5bj5HVioD/15EesnMZNeB3dVpvkUSlkZXHNfuqTkeu8xLRXA9kzJahjKaLJJD8w1yyVeGhFTRuLgmC7K9SN8Yzaw23WTFhxgBOj0MrVO5RUGz2cRtt92GT37yk2i1Wjj11FNxwQUX4CMf+UiWJggCfOtb38JFF12E1772tRgaGsJ5552H66+/PkszOjqKnTt34uKLL8aGDRtw3HHHYdu2bZYv65o1a3DnnXfi0ksvxec//3msWrUKn/3sZ/seeg3M0BYFH/nIRzAxMYGLLroIzz33HE4//XTs2LGj8hoyBPlChIjTdWSSgWby8HCyCJ4Mv26lL8Bk6psTU0cZ5V4cekHJ6ZL7KsQI0JpsormIrRsTB9lgzZ115f2KyiNnj72QmSLC4poJ5AmDy5ygrccR5WQNohgITL2YATVvTkj8QgzkLIuTFv5byquVQ8rOn487HTnftrwEhfLl/hjaeX7O5G9rZkgmclRNrmvn7sdl5HnzAd19TX7A5X9l2xd/Htyx1uW8KU2MGpHh5fJBEh6eJ/+tvUtltF5UD8kn16TZZbAdaN3vOTeJ8nbLNS5ltUv9gk4kyxETHwGS9dCNpo+Tex8B67emej7ht3/7t/Gd73ynMN3q1avxzW9+05vmtNNOwz333ONNs3nzZjz44IOVZOwG00Jkvv3tb1u/BwYGcNVVV+Gqq66akvwiBFDfb25WKoD2UvpmkmXvMR2YTbMTgtmkc+Y7mTI+Jz4fD1cZfI6n/UaVmW/Z+wHlB8ZiU4/RKPjek/Kz994GbEOupr79uYg+oaoWda6g13L5tWPG6X46I5C6QaKR6b4e6k0jq2NebO5BjZ/MPhMYBvakA8sRYEEY4xiZlo4ACIF2qwGEwDDGgcF0f4jALIFN9+Uq6hhJBIeZpSadYwNtBGGEcQynvxPTSSQGBz5j4IMiHecvqBb1UFR++X2qUHZmz8vNdxsHbI2W1jFxrYQLmvalGxTP9I2MZTpRV/RL3pnSRF1oeZaBZsLgGiqp5SpqH2Vmt5oGNBb1k/dxsVenpnL7nh9/N2Q0jy2rbeopQ3pULW6KXtpUFcJVRPDKtjW+wq/0DzERPzYJL9tPaJq6vAyB9zxPR+f1dltOppnyfSmLmshMP+YFkSEMYRwAMNYaAX6RNvRfpydpr6WDAAaB1mQSmt1AGwsWJ9fx2ogRoJWGpQLJC0e+L+Qfkax/0kiCrgfbGMNIFn4dIMJESmyaaFudskuNr51zQZtdFpmOADu0uiy6SU+gjnT8cOJTRCshUygvmeqkX4scfH0mCk0dbpNG22eC6q4o2sY1oOmduT7jl+SUysrvZeRxD15FA4htWnPXB+Uiz+Xr2G26InmInPC6lM/eNRBKAs8HJ+kTYeTUnz039fB0ZdpsL21boqz2yfVsXCgrnyQx9F2SmSKZpSloerRYvr6LCCon59wk5zZH1nh+YF4RGXrhxg8PAwfI/wUIwhjHyNE39c+MI+Of0RhssZfF+ATkOxwz0w0ZsRlOCRQRG+rg5T186074js2UKrVqB+bSLkUIcEyYlrRZnGa6cw1Qro6r21DsMmXVHE0ltAFDDpbaWjhaXt1qfzSZtN/kc+CKlJC+Hhp8GhuNtBRdW4SkfpmmD/l2Vd5cVT7/XgdzW1Pp962qiqkwmbnaZD7v0Pt8tUmJ1MJUnbxVIaozgfhYgM6xHjQyPVz7fMW8IjKEIIyQ7eQQpr/5OjJIfTZY6QNEQKh3jkBe1U4zHa6655oVeb0LZQbdmbALd+Pn0Y+OxT+jjbwdZ1lUJ2gmci0Wz9gFzRQy19CtiaWahsNe8LDc/f3krduBvUij0k9ok6TZCL+pqGjtHp+/S+/bI5DPzGzzOYojM3HrBp0ern2+Yuq32Zwp0KLCIdAcbANLkZAYvtiw0nfQ7JQbOghyYEoW1m+jhSZakw0MYxwB4myNmUZqUiITlWthPDljmcoZx3QsEsXNFJZWhYhiaK/JI80dtrZGhp3qa2zY5rl8tIcWjab5vfAVVIoQWdIZAlzmubnWaCnyjSha80QDLzOPFNJn2LppzyVLlbzLtrnQepa6D4UdkeQ3u1VBN/Xrg9YGOfi74sNUEJ1u+4Cy70eS1vQDZZ2+7Zi95C9Evh+mtHS9fOdrPH8wO6cBXSIza6SbRMYIgCbQaLaBxUhKy3c6CJI0YZgOHkGy0J1tZpKOurSCb8iISwNxFKbEpsV2xm6l19rh12VgZhr5cM6q95JwXVt2RupaR0Pe35CCajZ+lzz0W3OS1bVooZMYyLB213202aNGRDmJ4eWXeXAnTJKD++xIUySZyqQcvlmo6/lq/jFFyJPscv4c0s+lGzOlzJ//1spftp2VHfBchEauLUXgpL0MGSrzbtjtqdgHriyq+wbpZS5D3n1LD4SijXDTNNdEG6JSdhXpmducN45CDETdD62dHq59vmL+1phiNsqOe9p4VaJA6s0sH3Gum3tOF+RAU6Vj61e0UNX7TJf6vxvyxTtezbxRRW7fWj3PR5QhUb1Atv+pHAjLamF4+n6i7HtXxh+s33D52XUDbQIxHYijBRjoybQ0fw0lU4V5R2RihMmGkGH6IoZAO26aRfDsxACAiBpdnH95i15422RkZhm2Cr9ayKMPU20PlpE1Lr8UV2foNMVFQbayr1wQj4Mf01b47Efn5op+0aCZOHzptfy071oe9jGpTp9aAlOWUGrtj7RevfgrSO2Ey8+lV58IbRVgnh+9z7rzc/lnUGT6ojyL5cu3AdJOGBNM7/2Lph3StIua7L2Z8aamXWsan+lCHAU9EpnaR6Yq5hWRyVTwYZyu7JuEkI4dGDHh17RFQRgDk8k17ckmMJocT5bK13eBpUGQVJw8hLg5mIRjc5MQhWo3xVL2042iQco1MBh/lPyS7/yT34c+pU8LJhdmvxuTxxA0jRlFrvCayGwia1wz2KL1JLjZxv7Mb/RH99GISzczu6IOms5zwqitx0Ln6HwbeX8geU/+rKhcPrn5eiw8vSQTLhJTBFf7ouFYCxc2582bF7Hvsny2KdBPGLmJQl/DyDZnloFcYdpNXsppQlyES/qBSTLgImKaaSYWd6Fj/BqfKU+ml/lJM5FWHl6morySNHbkIjfn5SeOoXVljfmLeUVkCEGQEBkyKR09PGT2WQL7TNv2MaaRkX4X/OWQg1uMZK0ZeilbqX8NpeOLvtH96NWr6t8w0/CpozWnaE5mEo0MkDyOGCEroua3UdUEQ/fx1V1RvbrCofkAQt+lfO4ZvMvHolhLo6WjNqiRMZlvfgZNfk3uSBKZvirKDvpaXvxdixBkcUxywKLv1X1u8sRFOnuXWTdIq3fdB8RvHrHXQXHna5OJJMJLama0dZJkGV3yFR3TzlXxRarmh9O9pk2Tb6b60igKMHC01shMJ+YVkbFeAq1k8lgfzODTGbJZY3pRtiMsMnlNtTmwLFwDZpFsZWbm041eZfCZ+aa6fFPjW1LN32y2PMcy6IWQlFlnqd/oxCE6cQ9Day/XPk8x77yK+Gw1ThxlsHDxRBJ2HSD5TNeWQSg6lUBGHmgqbDMrNzOmJH0zNUvRPcm0ZQ8C/kgFfaYUliJLbpW6/iJX6ci0helc93KWMTQyapFhHGW2HygTKltGE8NDrjUzl3YPHoJaxZfFda+i9HIFU9scYKvWZSh7VaLt8g+R2imXeYtr4+RxXiaST5pNXMsU+OSsOihrS+RzWTX5CfKcj8Ty5+bzM9EQi2ul5spOW9yGqhx3m8Z0mXmwNJedzpWVt6qsUmb+lxyfueilGtOHeUX9LHXuYGraCYHhxeM4OLgEWISEzIRpiDZdE6UvYEjh1wF7IfKruVLHws1EURRgCOOgFX/ptU7MT01VTs0uTb+5f4d2bVX47c5ue7Qr9Ft2RNoy6FYHFiJbw0fTnPZLDczL6TOFkXwmtNm/51WZGa82UPvSSfJHxzTzSYzQGuAlISStkOY3VCUEvipc6/rI85y4agMcHZekIKmHwFmGCEGuPovMjHkZ7Xom5MmMccD2kS1X/rzc0lxmp7PfL06G+DYSvnauE0nbgZzqW1seokq/U8Up30UgqwUPhCLN1G/SWglRoHdyVa6vUQmz6On3Bzn7eZiuI0Mr+xaUmL+w2iCuDXL8nDZz89lsy8zKfJ2yS3swm9TGAWIg7AAY0M9NQX5ltRAuMtlL3snn1M4Ey/osdDu4a5BtP3bcryyh6wYuzcZU+UNwCsGPTdf7pWk4+o38WlmmDU8lQcivNcQ3/ixXx3xtKaA7366+oyYy0455Z1oKlRcgjgPbH4baumwv4h3QQijlAMk7Uc0swa/td0c0m8iKDzY5zM+ee0U/BzEXka0iA3cs5YN6P+X0zZ7LXe9f5K8MfBo+twnE1iwkx6r5drhC0zUC5TJdlkWRdq9q3Vet55kIHyb0ixS4ytDvss0KElNjRjB/nzyLUIojRmRaSCKaQopsihMfGgAIkt8NtFhnLENZk9/JCr7NdJPIGM3BdrqubxNNtFMTU2KmSnxnbIdJ36x1KmeXLqJVpoPVZdUHxJxGJBoQPjKBRQI1Xw5OdlxOe651YeQ9LFHE4KQRrfx9in0Q+KDpWrGUnr00Z8n7le3kTcSKvt0A/5TyAu4tC1z1JsPhed4+3w0ui2Ye4bK52qI8x1d9dZWvKK0GLqNmMi1LRnz17jrOn0HVNsAhV5CWx+1VaMqZHl1puElTq2cyYZHJqQrR9L0nsjzymhlDPJD0d71cX6MS5hWRsbQm7N2Io8AsiBfB7LeUvhtN2v06NINIjCDbagDZpbzTpzRNNNFCo9lGK939upESFwq/TvZcirLry75k/Z7F63mUXeXTTsd/887JSRwicx2lk0SmO/mNR0kVyDVTqBz8vvzTXOey8edNjtp9+GfeN8JHlsppFYpC2fV8A2e5yuYpTV2ukGTNibvMgM9DjLWF1FzrrgD9nfkXRaj5THmynLa/iiGEvWqRfHJJ0lmGxJQ18RDKmBbdSxPkSbFGZiQhdl/jX3ZgSsCX+uj2+hqVMO9MSzlEbOVeAtuuQPrTuKAt4MR/y4EdmDumn36jSrl7qSN6DjOpfucocnztf36zo9xlUDSj7gU+EmOOlasrv79Rf+Z9ulNrb6NXkVZDy38qt0moavoseof7QbZqzF/MK42MhXQ5fMRAHIWGJacr+wIAjiQfrclmEtE0qc/kyLTBnXv5DCdGgHbcxEgwhgDGpBQ4ru8F0kxB9+fw+S7kjxWFg7vMFsWmFgoYBZDNMviCeMnCZ+3S9UJ1SCvcUh2X2+jSmLy0GZzvOlenTL4amkmpqDzSh0TTTvE0rlmn+W6r1l0mK5fpy8yiI+sY/90NYeRylKl7l2aoTCg+d/rUTBndvnu9aKuS6+2tS/oFnzw8r34SXpfJqhtIuXz149KA8jLqbX56JxepULVGZpoxL4lMjNAQGfKROYyEuLQAHEiPHUw6qaOHh4BlyIgNXyNGgl6McQwDAJpoYxzDGD88hFWjbTTQwjiG0EIzNSnFmYlK+ocYeYtWpfXvu+P268gPehTOqqm9pQMmV8+WlTUvezoApuRxCOMYmDSDmhkwzUApyYAkEn7ixe9m7k5lt8NW8yYQ7bnnyYztzMufT5E5kOdtZApyMiXbWyTmyHbqd0Xpk3z8Tqg8rZHLbkdaiK4ph9kWoYlW1m74tW2rPmwzrCaHrHt5jKc3b2Bi6JXQ2gEnL7J89gTAta5Svi6LTEn29fqEQnuHijUMPNzebS6kGioKZa9izpZl0N4TSWh89eQrq2yTZeWT7+SscvSticy0YxY9/d6RaUti1mFNAscmG7m9loD0NwAcXmj91tZViNmLGyOw/F8OYCnak00EozGaSJx+4zhAEERZJ6bNuOV3DjnTl/JIcxaVV1+sLq9KNv4KAftud7b06dL80L1dHZE1qLMtCmRy8iHixIWceGmQ5HLQfV0Dgr0ImU1i2mzAtRc/LDZP8OOcJsny+uqLH+eES8qUlDcCJ2TJNaTRsNumzFNzgrTLYWsqJGm0l1+je5tBq4iwUTo+GBeRuLLaNVkODk4oY0VOl8zdaEpcjuYurUWR/5JJ59Y0+pze+fWEMgTGNTnIEzO7rwHsMlQhfS4Z5Lo2rolT0YRmWjUwEhGAoz1eX6MS5q+PjK8xkN9MNDUNfkZfolkOV91Mh59L0SxYEseyqCJ7GXNWr/CRY/5ZhDJkhaedLZhuWbT8qrQJboItWkhuKjAdbbJGjanEnNbI0IyWI0CchVvHCJPZfxgDWGgShanfTDOdWQx2ks+weNl7e2uC5FsDbQRhEqVEM+lEvlD8ztusi2YWRfBFHZkZTZTNdsp2iNpsyGdqA/JmEzovo8iSNHlNBIfUKLhmZZRW1iPXUMhZIyDNDsbXxZQ9zGTXZv0u856LDLmesTTL5M1qtqGFR+/4TWz594I+W2zjQZJNPmttheAy0MxEUqtU9tqyqOJ7Js1LRXkWERIeEeNqE5SPS3skf/eTiFG+5pPr2fJmPe23FmkmodVTUTi/Bm3bCdtE59/dXPY9Vcl7XxAjp3WufH2NSpjTREbCGtQn0xcgAhaEMY4BSWnTdyuOAhO1NNiiG1iQAyP362igDTIxNdFCEEZooYkIAYYxgSAw4dfTFcVU5IDL7ebUjZGfg6YG54Optix4WVlihJk5L0AMBMhIn4TsyDSbvTYgFHW0OXnE9Y10FSDtmhj6AOMz/UnITpabD2wCpTvpJp+6P4EcMF0LM9plsx2KfSZESQa1NO58ypGYKpBmMD6x0NPrpMVnCinjk8bvJ00i2rWyP5EESA7CvrJIlCGMvomDK22ZiY/mOE5tVfruaJ9FsvJjRWRGu28VzWJfUPvITDvmnWkpe9EjxuTDfCM+lhKZEDEWhPmB0QU5o6OBKMw0MvkFwrjmYDagm5faHrDdGgfX+iFFL2cM98aYPk0Q7zh9WhuSw3T2obiPHd3ABwTNIdiFMs6L3dj2qzwzn4ZOg89Xo5v8XPeb6lBr0xaK68oXguy73kckpZ9XkRz9GGA1kklwadU0zWk/4DKxae9mfuKU18REnrIVm4ltLWuN+Y15pZHxIlS+hykRISKT26KguJMj598osjfyo5eXkxnXLO9587KFeSfBXtfP4ISjbMfs0qSUeQ5TraIumk27iKImOx13mbuAfLvkx8q2S23BMek4HjH5u3cIdbcVXWtYLh+Xtolk5fWrhTSb9tdbd6r1Ldrzlv1ImXRTBa3tVI1EKkLZNmOTIXcQwpSj1shMO+Y0kTE+A6Ij4gvghUAQRjg6COBQemwwMTfRptRBmC1yYu6hdG5c29JGMxskKBR7GOOWPI3UcFPGht4vVJlldTNDLks8uJ8QAHvDztAcNzM2+77c7EX3KzNQVJl9cjNbMw2VLwveYZfRBPBUmqxuufWopZbjHjISSMoM5COuyFTaQCvdnoPMpy0rnR21YrQQPkgfi8xnqgQCq0T5kHf+Wxu0ikwQXKbYunMxMZEh5Vz7oZlDXX0AP+ZL4yundr8y/YCrbvwaQ33F5KraJbMMRGQdc9W5Rip9pJ/MtiRbv7VPXtREZtoxp4lMKQRAGMbAYgD702OL089m0uhD0sgEtjpWczyjl4nPdmMEiKMwIy4tNEDrbwD00uqmDyOmfU570Ys65rLo5qUu6tRds0JrUE1NeZ0Qmf+QSyPAP81xvr2BXOa+uCm7zAhNNmBzOzzlxc1PRR22a0Dln1wWTXPB107JD67J74a4t8yPt0+Sy5QjQAOtbH0YIjG0Rxj5DBU5vvvWY5Fl5nKWIcP0DLQBPL9uj73IH71vLtiy2A6w2po3PvQyQGoTm7IERJJ/s1xB/h7FJi7ex+i7T/sIjLxXPzQh/DlwLW4o5JJrQ2lIzj1PtN7PU8w7H5kcfONbek7zoZFwDYK2+cjuYO2s5veLVGqW7XgWM2la61ZLVtUkNhUzQpfWUKKKrNLfw47myq8KLOFa+6Rf8GkrOGkrC50IVpO3TFSPLz+O2WBm7kaGXuQudjyeY/PtGPZK8lX/Zr4JzDnMKyKT2bG5aSliv2NkkUtBGJsF8KLUBhvb9+IdomumzbUk7TRqKfObgW1br6Lu9YX4zgYUDRb8fBZ+nY6nA+n6PbwDc2tlpHOn7vPhn4Hzeb1fzV+VcHCzks8PRWpyXAuYzQR6MUMU3bdbB1+f2WC2QDPh9esdrRo27KtnzazpQ5W0HJrjtQu+vlWaUeV3F2ZN2+iFxPRqlnqeYl4RGQtssbtsryVa0fdA6hdzJHlBWpOJvwsi88I0hM+EMRslaSn8OlHzJ4yIfGUCxKmiPnHCSfw9mtaL5vOXkJBrnBSZqPj5sh2rmX/nV/f1ga7h16qyTiLdyyohkJpfAN1Fkhifb4BLRq6ObqNhmWa0dPycZg4xZXWTr7L+C670ZZ6VMT/Zzr/8uI9AuNTwuiYnT8DKomzbLkKvK/3mfLVK3cOOYOvGIV3z+yrKbzpQxcRnm9nK1V+Rk7iP8Guo2nZmDZmpMa2Yl0QmjuwB9ehkw6jsQhhCcxjZeRpgCfmoIxlSHWXdPA1IJvw6RhwH1nL4/LoqA4M70iliA79bEyChRWjkj1X3P5GaDp53to4MkctJvRPl13FiQ+jGPEdh3fZCYOV9H7gmxwXeOWsDqfStKSII0r+lymDejRbEVSdSZv5ZBtzkUlTnZRxsfdDk8i0TUHSsev7u5QmqPhNXW3JB8+WrmpcLRWtT8U99PRmfP0258rnKVMY/ZkYwyzUy11xzDTZt2oTh4WEsXbpUTfPUU0/hrW99KxYtWoTly5fjAx/4ANrttpXmkUcewebNmzE0NISTTz4ZV199NTqdjpVm165dWL9+PQYHB/GiF70IN954Yy6v22+/HWvXrkWz2cTatWtxxx13VC7TvCQyFvpkjemmg51NpiANc8723Ad0o62a7ejP+iy9DSq9ovuQbPd1eUJe5BA6NfBpFKdTGyNRRdNShKrkqwxmHUEpi6N9+JtCtNttvPvd78Yf//Efq+fjOMab3/xmHDlyBPfeey9uvfVW3H777bjsssuyNIcOHcKZZ56JVatW4Xvf+x4+97nP4frrr8cNN9yQpXniiSfwpje9Cf/+3/97PPTQQ7jiiivwgQ98ALfffnuWZvfu3Tj33HNx/vnn41/+5V9w/vnn4z3veQ+++93vVirTvBrJrM4iMi/C4OJxTIaDWbg1Bs1ngAgLBxMzUXYeRgWvmUBolk7mp3EMI46CbPPDGAGCwJ5R89mJz0fDBy6PKabb0ZDPtLuZqXPVui8PntaXJqnvOGt11dYqcUd0aHXgW+VUG1hslXuc5deNKtzWROgaiSINj2bWKgNeNpLdVc8B9JVXNcSsTFpEiX28uK2RjHJnaz4gcm1n97P5fP272mwVrVD3fiSu8viXF6iqlXNdMx1BB7JsfNVjDWUcxH0mXXlek2daJy0xeptAp9ceOnTIOtxsNtFsNpULquGTn/wkAOCWW25Rz+/YsQOPPfYYnn76aaxatQoA8Kd/+qfYunUrrrnmGixZsgRf+cpXMDk5iVtuuQXNZhPr1q3Dj3/8Y9xwww3Ytm0bBgYGcOONN2L16tXYvn07AOBlL3sZ7r//flx//fV417veBQDYvn07zjzzTFx++eUAgMsvvxy7du3C9u3b8dWvfrV0mea8RkZbFpz2WmojMSkNL55IBk9GZMxeSzGagy200BBERvdh0RzayIQ0jHErPJB8Z+yQxuLdiDl8vg6ufUmqDoJ5X428mlyGX1YhUDGCpP5T4piEvYcquZPyO1cKduTLy+MiMcl6Ke1CguIz/WgrEftWIuXyaHJ1q1VxrTQbZFJK01BkHTfpdTOMNMdxU5v5zsOtw9xxbirzmRSlOVGaJ2SZeHm4zK5yyOcTW1KZ3Pk5Da7jPr8YuyaLfW+qT3JsE4vLXBwhyL27knT7kG9PZSci3WmeuiWM8wGnnHIKRkdHs7/rrrtuWvLdvXs31q1bl5EYADjrrLPQarXwwAMPZGk2b95sEauzzjoLzzzzDJ588skszZYtW6x7n3XWWbj//vtx9OhRb5r77ruvksxzWiMTI+BbQdqIzGcQpC8bX5CNbVGgrewrZ5Wabwl1CRECHIvsCCWaCevEIrA6szL+A1M1o5Cz/6raB01LJNNkdTdoH69aJnvA8psNXFoBl5rfNUvvpt75oFLlevfAGWbtzQVZ1n6b0MyydIGzbiVc5am6qJskK1Vm2D4tHl93puw1lH9ZcN+6MgRGQ5WB3DeJkRo0VzqOMgtR9mIe88k0ZxGjNz+XtHk9/fTTWLJkSXa4H9qYMtizZw9WrFhhHTvuuOPQaDSwZ8+eLM0LX/hCKw1ds2fPHqxZs0a9z4oVKxBFEfbt24eTTjrJmYbyKYs5rZEp1aHwd5CTm9B0YtlKwJ7G54owIfX3gjBvDpAmJQ4+g50pdLPYGeDWHkxnh1Q2L2kyqnp9FZT1OXC1W/fxarJOqxqdQZqeuoVP/rk+6En5faROaj00AslNflMJlyaNkF8tuvpz8jnuzimtTJ+cfZcsWWL9+YjMVVddhYGBAe/f/fffX7oIAwMDuWOdTsc6LtOQo28/0mj5+zCnNTKA0WjkGjrXrsRB7ngQRpYfjUZUuJnIdCb5Zc2DVKvTSsN8m9nWBLrWwGey0M7p5oP8+iq2nLaWxVVO3z19kGWzw1ztrRlihNkLOlXrp/g6ey4fT2vktc1RskMu48uTrw+p6dJ9rRK5GoVaCm3Q4PeT+UozDuVl4tzckS5lNRSaKUMzn7nIvNHtdONrUhxtw/sFMqcEiCxtTBlIrUE1DYkxK7tIDJlqk3TF7c2eBLVz5/OmI97m7OMyH90cG1nyFk0IpDm6qsZXW0ZAruib3De/IrMmx/MBl1xyCd773vd600gNigsrV67MOds+99xzOHr0aKY9WblyZU5rsnfvXgAoTBOGIZYtW+ZNI7U0RZjzREZDEMY4Rj/IjAQYB6wI2bYEMUKz4WOskw3Nl4ObjRpoIQijdK2YUBm0dLLFf0/HjEN2RMn6NuZc3jyh+U3YHWFRZ5iteRJZCXIoo0XgJINk9Tn68t98gMjLa66n5+ry5/CZ+dzmqXL7RJn8Q/UeZcGfLyc2PhmkUyz/LYmfSwtgalc3rdEzkMe53JIAaYOgJHUSVTVCWtt3oSoJ0vJyIT85KU/ytAHdZ9LmhNNFivU+wXYkp3Sceshr5bPWiJrWnqTztZxMksy8D7AJ5wxtHNlrCHUX1y5fvhzLly/vIVODjRs34pprrsEvf/lLnHTSSQASB+Bms4n169dnaa644gq02200Go0szapVqzLCtHHjRnzjG9+w7r1jxw5s2LABCxcuzNLs3LkTl156qZVm06ZNlWSe06YlCeulc/XZol8oSyC02YXUcvTiE9APdDsDmSlTRL9BBGe61dBV8/M5SpYdUIsWXOtl0bGiCLWiY1XQj3djOtpvFfPNjAyeM4R+l9Xv41OsKdSc8Kcds3wdmaeeegoPP/wwnnrqKcRxjIcffhgPP/wwDh9OFlbbsmUL1q5di/PPPx8PPfQQ/uEf/gEf/vCHccEFF2Q+O+eddx6azSa2bt2KRx99FHfccQeuvfbaLGIJAC688EL8/Oc/x7Zt2/DDH/4Qf/VXf4WbbroJH/7whzNZPvjBD2LHjh34zGc+gx/96Ef4zGc+g7vuugsf+tCHKpVpXhEZIJ1hhJEhMkHqD0NRS2IXZguBrqpP7puPjqLvrTTcqSHUvLbzb7GqWH4naIOzFmnQr7VuQuRnPkUoInNWvQfuvH1ExDVzJMh6lJ2ay1dJahhctn+uUSgDl9ahDIrIRZU1QIry5DNpM6/3+0Tk5a3W9rjJx3V+qghpPwdfTf5+LO7XqwOt/dtfj7665ut29wvcdKTJ2YvPT9V39PmIT3ziE3jVq16FK6+8EocPH8arXvUqvOpVr8p8aIIgwLe+9S0MDg7ita99Ld7znvfg7W9/O66//vrsHqOjo9i5cyd+8YtfYMOGDbjooouwbds2bNu2LUuzZs0a3Hnnnfj2t7+NV77ylfjUpz6Fz372s1noNQBs2rQJt956K26++Wa8/OUvxy233ILbbrsNp59+eqUyzSvTEg1IzcE2JhenHcog0AhaScRME4bMwHyG5Kg7aIfQ2ip1+1iEIAvjTdaRCTGMcTTRQjv1eTAmJakaLe6gE/JjTFOaHC71f7fQo3mK/QOkuUdeDyCp/8XJ184gXWcGzLwJw0/utM66la6sbNTNpv6aYssJ/R5GFZ0Ps69KYrpxdjTqfu5zwk01pm3qprUy+Zo7ms9kQ41Wdsy3gJs0d0i5Y6vuuVk2748k76OZpGxTle2vQdeVaf8uv7IYAboh7z702wHXtcK3O/+8z5LPrCQhzXo8X/k+lNEs+pcl0M2Uetryfd2M+cjE6EvU0lThlltuca4hQ1i9ejW++c1vetOcdtppuOeee7xpNm/ejAcffNCb5pxzzsE555zjTVOEeaWRoQ6v0WybUN80xBqDSP4UzQCQvmgi/DpJEjl+h9kg0ErXkWmwPQ5ocLCv9fsAyLx5ubTj2jXdzmSLOgc++BTdX+20qP4BREzzJQckX+RCsVzSN8bfeWppueyaLb+qf0yZa3m+XNNmb24QsGfM1zrJ15e9got7oLIHJvu3TFOEMloyXlZtPRN5XZW2bHRmefJfBOnHI+9rvpdZKK+8pqwsuLZMrqHjl6VM38LbVZ64uNoGT6Md1/IsUzdRxfq2ZXHXx1Rp91TMzTno5gAAbjBJREFUctPSfMQ8IzJKYy3RfrN1ZHxppogmT5d/SrcDbLeYcTs1Q5moo7mG6eqYq+SjEZP5VO/zOQrGRWZc6bpBkV+Xlr5GjTKYV6YlC1rJ6NigO42mISDw6JNmqn1po5Go5Qdb2Sza+M400uuM1sBlPqmKbsxJ2myqbERNGWLCo6AI1qw6TLVQbIsCSkPRIFqIauzQXLnAnxsnMVpZXZoUzSeqG1D0BuVNWjipjQstGc3id1R+LgvpMvIzaC3KzD1AVdF2dAOfpqPXMHwelqtBPmd6DtrKtFw7GIln0+3zl5pXl/xSZl5P/NlzSM1Mv+F6Hi7TOG/Tvuv4M7O1POa95FF79N5o1+hySzN4aJ2dNhxFqQm09/oalTCniYwkGoQAibNvnNiV8ghTLUxTf2kpBJf7KTTQyo4nv5Mhu4Vk5+yhRRNoo4E2mtkLJ0MCy3aOro4vP9gWe/G787BXFHYNjFq4tUtGk87hbBj6HHzzoZJyQLH9LqLsGRV1vJQ+L2dgDW78uG/wMR23tk6GTsak03EZE2NVvwh5DS+PlJ2b0qQJRyM/0oRF69/QPSR8dV91EPa1a9/q2y5oJrSifAg+2cuYgH3X+fLUTDx8FRWCe7FKm7hpplSZZ17Ocu++T5MSKu0i/97njweirG6TZH59q6KtQ/qOGL3xpvmjxJw2zGkiUxnUloWzLzctSY2Ja2ZFLwi9uLbTqj3AzTYvem29Cq4tqPLSV5qxhp3coTJ5SdIF6LNVnk4OukQmtM54KreAkPIlstnr1rSz88XrmfjWPCnTzooIS7fQ7sHrdCbfAZ2kV9VmljNzyDrlWgc9fX8iDQmk0SgDzR+F5PS1MalJLKsd1pyD+aKAiRyBpZXpFdQ/z4iPTC/X16iEeeUjYyFKX8oofSkjAK3kOCbTNKlvbnuykV3DIVWZmuMfvfjtuJldI2evvS/Zrq/2KeXrXg2ur5DJHU/puyuqS5ebyReZsgSsno1jKtHCYhUyyRGzKyLxXU/vXpPCX47IcqClsvFyymMaYusutkaEl4fLLDUmrlV3tcXi6LesV212r8mu3auofCSTnAR0OyuWssmBr1uC5Hv+Otkrv/2C696arC6Co2kn89fmtV1yhWUpk25i1IkPD73mkWxSOyLNRL1CLupXpJGT75REv52va8w+zLsnnJl0IiRRQ0eAw0dGgAMADiJR2+1Bstrv/uSawwdGEC6Kk/Og0Op2FnXEzUSNNER1HEOIEaKZhl+PHRjBimXPYhjjaKOBcQxnLzi9aFVV2NRZlIlAkd/1Dste4VUOcbxTkCpo89teb0WfiSfhzsMYxzDGk47pAIBoACM4jIUtI18DbQxhHMOYAGmGGmhn/kX0PGwZjJxtNNBC0/reFr5JZO7TyJqs62ZmIGxZOfE1guiZNERIN39eGvhgQnJMYDiTP0ZslSdAnLbCRtruTP3H0Fdd1eTRfjfQwjDGs3xkfBTVQQNtkJZREnneXsYxbJWPa7m4ucG1Mq6c1fN2HCDKTLsBYuvZaHCRPX5Otl2SuZ3WPffn4LJpZpyigVK+w/z9kpBkmYe729995h07IszVJiWxp75BS6+1K1rSwGUiMr5h7vJq8sg+SWqBtP6Ktz3KrcmiSKdVIxNjVodfz0fMaSLjmjHGcQBMpr9bwPjhYeAwEqIyCWAfEEUB8Ov0wsODyUB1xNyriRaG43EEgd1x0WszkXbcQxjHGEZw9MAIgmVxtq7MxJEhBItSbQ0a6iBGv7n89qBir9XATRM+VbWsFznDofNRLscwIwHaDI7Igq8T5V1LIx2WY4RJ/QMYxnhWzzTYDWMCwxgHEUQfGeAdYgvNjLjECNBCMyOY0iHW1oDk112xBxtTMzSYy2dBx/h9uINwfkZsayuIrJD8fFCkZ0BrErXQzIiUqxyav4SsRyIAyfd2RsTyZQ+sOqD7EyUnSkdPupU+aanNIydtTp7JJKs5+8p3gZfNtKlWVv8usq6ZVzRyw8kSHxTp2STn7Dr1Qb7beVJCZ01bIXk1UloWVF57YpIPy6f7uvofF5mUv2V78UUFcudpmcbnhyPJmEzDnxdve/yeLtI65YiAnrKrTUuVMS9NS3EUpKal2DSKCMYJaxKIo9CYmCL7s4x9VnYAiJJlmbOZZ1TO/FIGVe5RVbWraShcyHe27ryow1Y7Q48JT7Oju+Tm36WpySW3dt6Vl1Y+nyZAkh0X5CDCO2xNe8BnnOa327GU6l4OMFzjwgmbVl7f4OTCVKjwpcx0TKbpFa6Bn+BzKu8WrrbETTY+cxQ/X9WHpxtZtd/dtJPkev+aLz4Sw7+XKc+0kpgaM4I5rZEpQowACIHGYAuTg4sSlhzAhF/LMOyw2AGSBhczQ05Jz+DRdHaQmDGS1YLLD5rlymNvR6BpaIo6ZA7qhHxRJ65ZnWtQ4fJptmt6JhykUeH3qtL58DLQIK6t5FsVRotQ/AyLojW4aUY6M3J/D6PFsM0RNGhp4bguufPH82SIk6JeIbVBZaBpTrg5h9cAl51/+mXKz9DlcS4v1b2EHLB9TtcabA2QrZ3j2jijTWpb5/LlqraFBE9T9t2SWiueB53T6rTo/prWh+qdDEOhqGt5XSRkq/o8phRH0ZuKoA6/row5T2Sk7T5AlEUhtdEAAmB48QQmF8OsLksEZlH6OZi2nKZ97ygwnb0kCmQKIf+FhYsnUlNHA8MYR2Owrb789Ju/nLzT5mlNx1bcmfkGUi0KgNvb7TDHwJKTd3ya+cLkLx2FFQ1J2Em+N21fCTJPNNEu1J6QXLIcNMhzuz039VA+Wv3Juo4RopWVN7mmCe4jo+8mLfNzyc3bUxMtq77Jrs9JTNKqWup95axe09S004bNHW6HEaTGpUb27KSjsbvdFTsGA7BMV9IMVgaadoqOk8yaico3oBX7m+X9p5LjtimFzhk/EN0Z2CaveQ2b9EszQ7ntfyO1MNzFndCGeR80E6OcfBRpPIrRQAN638PJGS+3792IspJHaMB+FvI6u8+KMzIjtXfdlatHkOa/l+trVMKcJzI+tNBMNDJBK9nnpwlbI9NMXoIFRDpC8wLyDoaD/Be4z0KIOF0QL8gIQxDoi2rxzsel1aBBleSQHb8hPvpAytPwfI08tgMo72x5KHCSzjjd0vEwO2fAO3A+CFoEJ0yuob2WCIlPQtLVayC5ymhtAsSJHw7AXP1Meq0ONEjtl1mUjs/c/bNVOWPUiY7xOQpYHi6tlyTuuuy6/4MWEVU0i/Xlpcni0nQU17ftu9VgxyWJaaEJSY7KaCPkzJ7uwfPNy2/7qIXKc82TF/fATtfRMTnQJ5+xml6SKimLBikHf995W5agMhS1Dxepp3v4r9XfEZ85jedr5KxH/uc75qWPDIFrUcBj+yu4kZR9Scgnph+QvgrdXOeDyxFS65DN9/LlK7KbD+R8ZPxya526lqbI5OBW0+taJh985dPO+QYESTjkd/tYd3MPmyQVt68yvj6uGb2r/otMXq56kKj6rJJryvtclTleJq2vvflA56u8+2Uh25JOYqr1ZdOq7cDU+GL1FTF622ep5mWVMctbhB9ylkkdXHuyAUwCw5gAWsCB/UuT8N9DSCJm0ggaCrc+NpnOio8gNU3QzCu/3DWpy5PomCD9PozJw8PAaCJDGw1MHBnKTFdlX3Q56+PqZKku5ee1F1vakzWTQ4wgNS2E1nk+GPEZsD5Tyne6dIdhjGMI48m5CEAYYwRjwBFDdijuiEx1SHcOT+5jdg+X8rTSvccPY8SKMgFgzdi5GYJCa2kGyevaVkubcFIeip2ELE9kocBUt2ZmH1kmKJKXR4Tx37wslB8PHydzhElvfEY0LV9+1moWAgRs81gSKTaBiXSZANr9mkd6JOYs3gaN8p/+aMdx+syc3RGgiXbmM2bqQ2q6DIk2JlBbY0imFP6btzltZi8h2z3XIuSfSSM7Z2vgAkg9H79Oali4NqrIpGXKK4OK8yHX9Gxk+D+vU1O2UJTBtFutbuj+/Jjuj6NHVOa1x/a2HATtGUWsxD5fP9P2zLILWtSSfc00IkJvKoI6aqky5jSRkaAXpTXZBKI01HcSOPqLJcA+JOvGHAFwAElk06/Taw4vTG5wBNZ6FWEcZ+HX1DnQCzuB4dQ/po0xjAAHBoGTka0rM3542CIyJgzR5fchO7A4G0h52fiM2qWCdc3quZreDKJNTGDI1F02INFvWsfEllPmSTKaAX88Wx8GADAJLBxsYxn2Awd52jZGMGYID7uPjNqhGhrHUDoM00o1wwBsfxO+fD4nEbKt8DJJlT3lytdUGca4ZVakTloOVDYZDNMw6gbkYEmr1vB7md3U22muTcSYEFIGOXml74bxFyK/mPEsD6q5MYxkfjlJucxO7kR2eEi+Cb0OmGxB5ocj23ZThEknYdMhu1/DQbS5T5KpV14DhjAUE4SiQVE+F/u98U8a+D3aMKZYSch0spnQUyJyvM0B9I63LELYFGvqSJMYf284YbP9dPKO+Lw8nHxI0i+fBcGlxeNkxgW7vkMvOaG+iy+7IGHeQ2pX+VXFa8wfzCsiQx04hV830E6o+OH07wiSCRVpZCbFZ1SszqXzZkPIlDik96AX9liP4de6L01xeCxft4HgMiVJckNp+UBpSJgezZGXO2adbBvNuAW6fRAmC5uhZZfJXnzQdmok3xgjX3LGrMPSyK1twztAqQnh9WnXrU2X6HgojsnBSM40JfiVvM5j5c4AMnLAHY/l9eZ56Boym1gZrYBdBvfAasptctMgtXg8f0PapYNpfrFFrj3wwS6Prp2kPFz14oN8RroM0r/EOPkW3V/Tasr2w584/ZaRQa5n5yoL3YvIksshmechyYyErYG1CZuWzvdsZTuQ4O8tf2fonJSfE7Zu+9+ecBTAQI/X16iEee0jkzVwilRizr5BGOf2XHLBNUgmeVD4tckzQIwFod1xW/KUkj3vBNgNijo8PpPnA3lRvj5/Bz5kRoHidxPkr/Hl5eqMeAfH/2xThK1BcquepX5DJ3d2DtWfSyDkkvJoJgg5C/ZBI31UBpmmjPy+Acg1gEni7ZK56iBjl0cSxHJzMl+eWh1LUtsLYoTQHKzlM+sHtLJIk5xMWwX2ZKiaL52LPLv6KUns5CTO/j4L7DJxH/5qVMKc1sjIFzAb2MIYxwbTl6oJYGkHWDwAjCKJXlqaaAcwmqZZnKodFyWmlMxWG5iXtJGq34m4DKUmEwq/xuKjaKVbEwxjHMOLx61ZgfQhcUFG/2izYRlNoKlgZR56nq1s925NTnm9Zv/WZ3PG/6Od1ie1tDYawCAfTI1mgn4nn3pEjSRmzVSboxG2ZOAYAkC+TYF1D1dZtWcgP0lGLpcLkpg02P8AAdsGIAnn50vwc9OB6/ly2ajcSZoIrplzC43UMGrau9TQac9WK1tDhM0TzHPRTZFU5iJtSp5Y2vJxjZxfm5L36ZAyUX01lHOua4vANVNaGWTduRzXeaSWb0DXnjmfrMQIcnWuTV64VkYDLVHgAzcbchm1767wa050eNumZRckeGs2ZZpGNUftIzPtmNNEBrB9QuizOdjC0TANv24CCxaP49jiRYnPShPAYiAMY7aOTOrAN6h3pIAxMZAN3IT4JuufDC4dA5kxhtJ1ZKhDIh8EcgzVOncuf1IuXStCRKGcmcd0Ytzvhe4pnSjpT3asmu27SNNEpcwcJ8OkzltoAIvsa4jwSEdK3mm7y2j23uHEMUDikM2vN524rWNxlYFkSPZAalr3onOSLEhVPpeTgzpq/iypAydyHKbEhs4R3FolW1tBwxBdz/0s2qkrLvfR4YOqND/6kDyDtnpcG/hlfclr5DmpxSBnbr0ObPkpP96WtGtNG/e9/7Z2QyNv9nthDIQuLYwknyRrVQ2lremzyy6v4fLRb40o8vdFK6MeZGC2oPBF6rk0RrQWVAt5EsbBXd+pX3Wl5WWqMT8xf01L7B3LzEj8L0WMIDMDIXDb1+XgJDuDMIyTPZ7omqA39a1U2fYbrplRFfgGOWmO4cddxerOVKP7fhB8M0b5DLuRqddnJCNbuFwcZc0aZZ9HGYJSBba2w9bvcJQph0Y0dCdbuY6STmKq5FVU9z5NnguynjU5Cbp2xmfec8via09l4JqgyHPSVd5O19374TKDuUjNrEKMOvx6mtF3InPdddfh1a9+NUZGRnDiiSfi7W9/Ox5//HErTafTwVVXXYVVq1ZhaGgIZ5xxBn7wgx/0W5Skk4qBo2k4dtZQyLk3dTo9NpkqkmP9peedvpljGae/GAFak00EQZzNVNotewdmt7o7Umc33aiwXdA6H9d3fo2tUSiWRfO1sQhTmEQ0yVsFWW7uuufRR6RB8EEOFnZklZ2XZmbQIjQ06IMuNw3IGCjT2cfW99Bp0uHlkHnnzUe6vC7CJ81o5P+jga4yO3TrflxlCVJg5WiMjCS/GRpjQfQi69MH2Y7lBEF+r0LuuLymTHa70toQffoG4PwEwG43/LgWc8fLXdT3SNlckwJTZpukan5dPA+fDPpkJ68ZJPi0PCbPGWYCR/vwV6MS+k5kdu3ahYsvvhjf+c53sHPnTkRRhC1btuDIEbO19H/7b/8NN9xwA/78z/8c3/ve97By5UqceeaZGBsbq5yf1unS4nRZR3F4MBe1FEWB2e16Mg2/nnQTGXqBKCzShPy20UITRw+MpOfTHYsnG9kLnncQds+Gtcgku5Mxg1d+sIpFHqH1Kcti6IPdmfChhe5bBEkUmtlwl5ocIqDRTEKtEy5jz5rzshsZ6SzdcTwN7nZFzdAxYw7ikTtyuXZ9TyNJPUhOWWbtOdBV3GTDSQyRgSiXY2hJ4a9vPvjzHMxdG1mAfWKmot9ygC2rnYlgQvb59gb0abchfzk0h1Nez3Iwlf42oSh/EeQd26k5k9ccpSvSgpC8vnP208y3Md/19qAeMpnsuubth9ZVkvIXkRleFo3E2O0ov2O69k6UgdZWykR+FUEj8kX1XWPuo++2i7//+7+3ft9888048cQT8cADD+D1r389Op0Otm/fjo9+9KN45zvfCQD48pe/jBUrVuBv/uZv8F/+y3/J3bPVaqHVMv4Thw4dKiVLgNhoYCaRkJgIJvz6MEsDpBoatkhaHIPeK+5kBiAbiAKk9uXJgezaFppoTzYRjCavp4sQFP2W57pRaxNsYqCvhZGVhaWn4677cbllBy43bgwQodlqZ/XN76GVKz8c8P2B8mYFvr5LGfu8PCaHB3sAKo7AkYTFlMEmMdpvrd5tTYLU2OW1SppfAsnFc6P0GlwDCX8W7WxoM4sXkl9EVchBRpPRlUa2Qfot60FrKzw9fxZ2uvzifOXLlYUM5MrE5eGymvzb1jFXmzCyS1qbXwyPl1vKqfnPaeXl70G3ZqtEhrxzN38G/P3hPjfyGl4HXCZetiT9NLuCxuhNRVBzrsqYch+ZgweT5XOPP/54AMATTzyBPXv2YMuWLVmaZrOJzZs347777lPvcd1112F0dDT7O+WUU9R0XbPuPnuJ98skVC6v3lt9mVlbESoNYhWrh3fWvc7aXFE8vaLXmeRcQdlBpBtMxax52gexWZY/h5uEd0fWymAqyi9lnHU+Mr34x9BfjUqYUiLT6XSwbds2vO51r8O6desAAHv27AEArFixwkq7YsWK7JzE5ZdfjoMHD2Z/Tz/9tDffOAqBSdHphjANhDUUShMgyo67/BEAs5MwrVA6jqHE72Owg3achLI20UZAETpAFrUUw14BNj8DLDcYuqKK+H1s9XSQG3C46UjOrriWgM/38nVSrLLNosrSxQaD6BgQ5jVc0lfDN/Pk96b61JZr52XT1OBlO1l7lstnv7qzqQ+21kr3W5GaLSorv4f2PDRtm5zN57VB3OyY10pwefjsmaC7EJs/H7R2yz+5TLJNayg7CEvzg962Iy/RlXXm0nICMpxaX5xSwqXxqOIsrfl6mTR6G9Lk5xMIbrLSW6/7vXDVgSwv9/KR5kOXzK7js4lI1pg6TOlTvuSSS/D9738f9957b+7cwIC99GGn08kdIzSbTTSb+WWoATZQgg3S6cq+GUIkC9aRdSpKyY6VxAzwhGQdmbx/S2I2aWWOpyMYAwZbGD88hPZoM9mjJvSZlHwdZJiFE9vH7c7SrLmgr/Ogdf6utL1Aml202V0Ljcz/KIgAhGYXcV6vtvrYlJX8GbgPgOykG4wsGnJqr3JL5zkoH3uP77wM+XNJ/UsCxs/LeqB72r/tTrvF/HrkgMvvl28feUdQrTzc3BBnT6w8odYGbdvE1Z3PhEteLmfAagvozpyl1SU3d8iy+0woXI785CHZxdl1b14OSc553tRe6H0nWTgRabNrA+TfD63sZfsBU+8hWrD363KB0vN8qvQ7msz8/aUS0qe8v9Z3Tvs6Mr2s7FtrZCpjyjQy73//+/H1r38dd999N17wghdkx1euXAkAOe3L3r17c1qanhCJ2U6ZkN/Md0NbHyF5OXn4deL8mCzGtSCMEUdhNnCGYX6Z7DIe972iWEPSjR+DXGhO01iVu2/oSeYbULUO0TdbrTrA+TparsmgtHLg8vlkcBSp8V0+CC6NWBXSoWleXGlckGZITftinI57ITG6Rq7aPdyEy4UyaVyE1SdHFfl9mkU67yOMeSdwt3asTOSUfA/zGrPQeb4KJHmXJMalWeLf5aSByzVtiNBbxFJNZCqj70Sm0+ngkksuwde+9jX84z/+I9asWWOdX7NmDVauXImdO3dmx9rtNnbt2oVNmzb1VRbrJXU0DuvFEOvLcPCZFf2mDiPr1EPpgDm9tlytE5GzMN8MyTUwV4Xp/lilh35HWVtGvWN0EcyqRLEqEZNRVb6BITnv1qYUda6uaBOtbFobLQt7cNDJVTekt1+YqbxddegjrmXgi67SHMnLll9qdXykw3e9C9P5HDTTZvE1zw/ftBp+9N20dPHFF+Nv/uZv8Hd/93cYGRnJNC+jo6MYGhrCwMAAPvShD+Haa6/FS1/6Urz0pS/Ftddei+HhYZx33nmV83POfvnASf10kH5P90XKPsP0hQ7NbNJnu+azc5oVH4sCNAcTPw1zzqiU3TOFMHfeLh+f+bqjlkiV7YJ2XjMTyJmjrqa1YQZ4PiAK5jjIjgX6TF4bLCg6TKrv9Sgn0xHy56PJzuu8SJPjmtlycuNDkeYkXw66s9kNm/LmRJSr27VyJXnLtT7I5JAP/uaqeu6nwO9dvgzVuhaS22Uu8h3jz4W3j25kkNB8y1zRMBo51IiibMNkCqJjZTRZ5gly3YtNgkPk2wflz/swCUqjawy5piQvp6YxKWo3UhZNXn6uG7+XaSXGMXozLc3c/GHOou9E5otf/CIA4IwzzrCO33zzzdi6dSsA4CMf+QgmJiZw0UUX4bnnnsPpp5+OHTt2YGRkpFJeMQIsZL+tQViWLGLHBlM/GiI75HwqruH+DJK40HLvnLgMNcfBwyubLByYp+1N/dq9n4vLdMM7Nx66CSS+I1q4K10nv9sOqowohHn7ulQZ5zu0UO3g8mp2/6JbsvzS30kisM4n9zb7H5VfGJDLxNuJ9vylP4hGNfg9uX+GBG9vXB5OhGUgOKdOJK/ROOoz5SIHS9m+CJwI+LSEMlTZPhfnyqnlpdWLPMZllt+LnrevzRVpIHl71og3h09zIttMt/K6oBF+36SKEx2Xn6BLNj4RCWETKl4+SWjkhGUmtYk9m4Zq01Jl9J3IdDqdwjQDAwO46qqrcNVVV/U7ewvT1ZjluhAAkm0R5jGK6jbXyZVoaVq0A48Q8mmKpGxVHFiLytJLO/INrFXME7KD7wWuGTU/LsloL5gO9T93+q9K9ss8hwhurWp5GSu+MyWglVOuH1MGkjT2MmEqC5uc24EMcxo1kZl2zOm9lpwznpC0LOKFCJENqEQ0yrys3ISgaTGaaGHhYBKOTRvaBczZly/UVgX8hZZlldEyZe5d1PlKp1ZuguAyaKYLk96ttciuC/V6NHLmV4vVyufLSw4K0gwUCFm1e2ntSzo38lBxrtov0jbwspaBNAMVpSX4om7KgMunhXdrdVimHqtC+gz5zA35c3lNIm/L0pyjtakisy2/tys9l72fJEEO/PlF+Ow3yQX57Hx9Dv2WSyXYbd7tBOyK9gPspRKkts02J7qIeP7dr2FwzTXXYNOmTRgeHsbSpUvVNAMDA7m/G2+80UrzyCOPYPPmzRgaGsLJJ5+Mq6++OqfI2LVrF9avX4/BwUG86EUvyt0DAG6//XasXbsWzWYTa9euxR133FG5THM+yJ7PxKhDC8IIR8n/pQkTfg1kJW4OmnBdRLa6O0kmOzcKQUxMSk20suXyl2E/hhePo91qoN1sYBgTaAStbD8aepFoIJCqZVkeOsdJhJHJP1Piebl28uWQHY8hGJHaAVBnSLszA0iD0FvZOdmJR2kds4LkOi97Z2bayye5YytdzVfKQTJo9cqfkVQ1UycoO0VpcsqnKSa/cjYsZ51liXOZ2TtpnsqQG35vWx49qomnNUOgIWeBOMqvc/kZJZ+6XwU3s7hgzA1h7lnJMpSZ1VO+VI9cjrJ+Kvp9/evPuGSUWp8i2TVo7dUnjzS3cn8duVQAyW9kMPfl95H1UsbkpcFNTHhkXytrl66JTVKOY5Xz7xoRgGLDhBtTzLva7Tbe/e53Y+PGjbjpppuc6W6++WacffbZ2e/R0dHs+6FDh3DmmWfiDW94A773ve/hxz/+MbZu3YpFixbhsssuA5AsfvumN70JF1xwAf76r/8a//zP/4yLLroIJ5xwAt71rncBAHbv3o1zzz0Xn/rUp/COd7wDd9xxB97znvfg3nvvxemnn166THOeyBCsAZ92u9YTJr4xoe37QnDN/OkcDajJgnhGI9NotjF2cDHiZoBhjFsvNC2IR4vp2feO1Dx9ZhTNdOJKy+/n6ySlbwp3JdRgz/jyWg3ftQj4YBlZnTvJwp1822jmBmzX/cuQDS5/mcGIkzpOmrXrifBWnXXnZ5d+HwTfzF9LXxaudlK2LGXkkT4hUjsnYYhqNX8VTrpcoDz5mi2UZ5kylRmgNU1ot+YTnxaSztu/I4uk0DEXcZRpfchr58x2Aq73QyNr/uUK8nXPnxVvR3LpApNfb0sBVEavRGSKicwnP/lJAMAtt9ziTbd06dJsuRSJr3zlK5icnMQtt9yCZrOJdevW4cc//jFuuOEGbNu2LdPgrF69Gtu3bwcAvOxlL8P999+P66+/PiMy27dvx5lnnonLL78cQLL47a5du7B9+3Z89atfLV2mOW1a8iJSOt+id9Nzvp+q4DJwzUaKUCRnP2zRLk1N8XVlZrm602U5ufxhxFXr0qXp8JmLXPVftPZINz4XLhhtSfFqwGVQZB6rijnvAzHFKPuctDbjIoJl1zmqMXtw6NAh64/vNzgduOSSS7B8+XK8+tWvxo033ohjx4xWa/fu3di8ebO1UO1ZZ52FZ555Bk8++WSWhm9FRGnuv/9+HD161JvGtV2RC/OKyFDn3ZpsAgeQrJLaArD4qNHQpH1EHAVAkEbSDKZ6QM+iedLfIUaQ7jebmC/arQbCMFkqnzoOGgS5eYPPDrQBVhs85SyRq/k5IkvGMCd33u9Ej4bRQnS5rEXOoKppxFm3oVUu2hCSvtMOxfn75zUY9n11E4GUrei3dk95zNU+tLrmZgVzrNzAoskqz/E2FsJs3SCfZdnnFsHe8brF2pBdD3Lp+nz71MrKtTG2HDLCipv5CnywKoDXGP3WTD72Nfqqta78uc+KT5Om+bVosmoLGmpE2aS1/3g5NT8XLrfpq7SVgu07GJd8uxy8vHZEny0Pfzfs8uZbd1WN57SiT3stnXLKKdYeg9ddd920FeFTn/oU/uf//J+466678N73vheXXXYZrr322uz8nj171G2G6JwvTRRF2LdvnzeNa7siF+Y0NZcdYzM19xydbAD70mXwW8Dg0jFM4viktGkYdmuyCYTAEMaxYPF4coPQ7hj4a9liZiE61kwXz2+jgdZkA8OLJxAgTgdfowonAiF9LpIs7fUu9IHV9gPin3TPNvIdLMksnXj5MVOmMB2kwnQzgLbScdlDMs9fJxesbIOpSSEAFoYQdWM6YjNgNjMfJN7BSRla6uYCNmQYKPfn0TQXPk0G70ADcZxD1nd+wLSpog/8vIvkUjm10HTpN6GRPJfmKUaINhoYx1Dm8yUpkXTE1epJtlsX+PMlGWWb42ZBrT589SXLZ75zcqCbTLQ8NBJapFGh6zWHdPqU5XDJb4ilaU9loDluu+XVJgP6CtS+SYA7XD9PYlzl4HLzlkF9jXxW3Iw5beiTj8zTTz+NJUuWZIdd2/QAwFVXXZWZjFz43ve+hw0bNpQS4WMf+1j2/ZWvfCUA4Oqrr7aOa9sMyePdpnFtV+TCnCYyTkQBMJnu8ROlPjOAITJINTJIO0U672jvssPmGhfqcNqTzZTIKHs/OToYTgaKOkStg9BmYX5HQ+OMWTaqhvLm9+dy0/l8x1a8WFa+DHZnLOu96F5lUMa85Ys4KXMsyJ57frFB7bgkRkV56doUfW8d3fmzms+MTR31AZDO+cpQBE5O6D75iJzezGP0nd/Hp41JjrsduPNl4O+Ei9z7+4IyZZTl4eXQ0rlIt0YGNUhNCx2zZc+/+1qUmwvy/eA+N65ylSlHQmam2PFkCrBkyRKLyPhwySWX4L3vfa83zQtf+MKuZXnNa16DQ4cO4dlnn8WKFSuwcuVKdZshwGhmXGnCMMSyZcu8aapuVzRviEyucwiZ41qUP0fQOkqt0+KDAg8PpBeokUVBlXcYLOrsdb8Ke1G5/KCoD5ISSRkb1uBBx7kC16Qv19lpchTN/PIz+bxZjN+/DBnJz8xtrUw/BkQOGbVRZRZoE1p7c0CehpNk+VuTM4C9Uq6ZueYJFSe0Lu2MX/ZizYi8tx2h171PGCdPsmwyT1kHgO48apfFT0aKZJYavTLlkDJXeYckfPJVfa+LZCDNSHEa3Rm4LPizkgSqW1+wviECegqS6uLa5cuXY/ny5T1k6sdDDz2EwcHBLFx748aNuOKKK9But9FoJFrxHTt2YNWqVRlh2rhxI77xjW9Y99mxYwc2bNiAhQsXZml27tyJSy+91EpTdbuieUNkLIQxsHghhjABNIHJw8Mm/DddS4avNRNHaUcR24SFBiT+wtB3WhumhQZOxDhGRg8n4dcBLScfYSI1iwxhwnrB9WgbW9MhiYDWcbrCeSUBkDZ0fh+dKORt3SQXNyPJGZkmR/Y5mcqVFov7vsQIst/J9wbGMWyZ8wiN1JzHzQxaWSgt7WudnHf7H/gce33qbpqtl1HTk5qb0lM9x1ZZknBSKiP5XJGpj7Zwl35WUmb6pFlthCAzvQJJu01MkonfSxPtzEzBiXiEIDPv8Xalzcy5XJTG58tknp0+IGnQngcPBpfaPF4frtk9h8t3xZQnFmWkZym3gnC/I5oGhQhw0o7aufqm9EGWzm/aKjsJkdqmKiSARyhRPtp3jdjL81weWRZXGZL2bPpk1zvsun7KEKM309IUR4o/9dRT+PWvf42nnnoKcRzj4YcfBgC85CUvweLFi/GNb3wDe/bswcaNGzE0NIS7774bH/3oR/Gf//N/zsxb5513Hj75yU9i69atuOKKK/CTn/wE1157LT7xiU9kZqELL7wQf/7nf45t27bhggsuwO7du3HTTTdZ0Ugf/OAH8frXvx6f+cxn8La3vQ1/93d/h7vuugv33ntvpTLNKyJjvTCDadhzCGCymVvHJAgjINDt4UQ6jHYgv78KhVTHCDGMCYxgDHujE9FqNtBM1zcxTr66dsP1gssyFc1cNB+FIvABVJIk8pGRnXY3JAZITXyT5lx7cEE2aFJaqotWlnsjVx6uKeJkQELz/aBhgeqziZZlby+jpeH2eF5G3yzbBVtDlCcljYywxKkvVisjZjbZ5useaaSGE2JzPiGOceb3Eltt3gySMYLUpd2Ew5sy5DV3sozcn8XlE2IIpr4nkatM5tMQL19UnvRFc4EIp2Y64c6vvEx+suM2qXK/Dj6BMjLbflSSBGl9iJavRg6JVHP5XXDVlya3RmKKiL5Pg1mGlBVp9KaVyMxyfOITn8CXv/zl7PerXvUqAMDdd9+NM844AwsXLsQXvvAFbNu2DceOHcOLXvQiXH311bj44ouza0ZHR7Fz505cfPHF2LBhA4477jhs27YN27Zty9KsWbMGd955Jy699FJ8/vOfx6pVq/DZz342C70GgE2bNuHWW2/Fxz72MXz84x/Hi1/8Ytx2222V1pAB5hmRsRCyxhuljkOOid4xZnriL3SZl8u8vBGiSH9htQ6qV8j8OabSua2XDqGsXDKSKS9D+dVHy6KIkJWXvcqiZjSU2Pfmpsuy9ykDGnQSDY+R1zcY+mbLGrjWyZaxaCHHKLvWBZtE+s0XVd81n5kuOW8TeM1srGn5fOCEjJvZCGWeiUSVdtMvR1ip6erVbFQVRSRm2hGht3jgKdbI3HLLLd41ZM4++2xrITwXTjvtNNxzzz3eNJs3b8aDDz7oTXPOOefgnHPOKczPhzlNZIpn0BVfJHIEhlFVmnuZ2TN/SWnm3EYTYRins6shK62Ut6xcXONQ9iUt1hL4d8k2M0pdGyPTJp/uxdvoWt85aSozmrAgl87na1S+XgN1IKKycPSrc9TIgss0CPRGRuUgImfddtSZ/lxtU0j5bkJqGsw9/OXh7ZI/D5fDO9dolTEZ5fNz753ETVchigdkX/6+9uNziHe19aJ7ljkv0a02RrtW9ne+9i1Joc/fr2rfOaOY5URmPmJOExlAn0ktCGPTFiIAYQfWvurUf9D6QpF7FkReMjTo0CBA6cjvYBzD2e8DqUaB/Bxk2DOHLyTR9hloODuUvMnDdPB0L3lPng9XXXPTDZeRX+ezRSf3UGz0YSpnuABBdAzk/hIgxhCS8Hfy12gJsxKf8TaYs3OAKPOtkdFPPG9thk4DbVltRlXEVp2WnZnbJhJq23nZA6HSDy2/IYLPDMhNJIBdx0l4OrX7IUvGbsC1WnLm7ns37HL467DIfCHNUZyguHyfCDp5DnPyF8GlPXRF/xTdwzZ/FxNFra3r/npF5pu8OaoKedLCpMuUgcDDrqU5a1ZoZY6iJjLTjHmzIJ7G2K1OJmKfkTgm0rjCGHnINc83RoB2yziVJulD67udTfELy19S6XjLSYd2nf3bdOBFZgReJtfxvDOn2z+iSDa6B/ejaGc+G3n/GBpgNdOLFq3l812RdeuSWZO3ynEXykSX9cOvQJsxu87x82UibegePoItZexl4Dfy+Z2By8D3jmvva6+aAK0sLqd/nl5OIHpBGTLaK4nhGt18/qYeXcEMXB/Mz5N/Vhl/mxrPPzx/WkSofO+y9GU6UhnZYIvSXYfkG5h9540c7gGMzvcrdNEVKRWHQaKRyaV3z8bLDCIuk5CLPJUhHkRcpZyuTroKZKSTPmhrET/5BQB97VEze3QzKGsDUBHKagC6wXQOZkUayG5R5A9En/0q61RpH2cLZoU2Bkg0Kr1ELfVy7fMU84bIcE1DkJqWYoRACCxYPI5j4SJgEZISL00XyUs381y4eCLpOBaZ+5nl2E1UC++Em6mJYxxDCBBjpDmGA9HSNJS1hWFMZDMLqfZ3aXXoT/oWRNnxGHLmQvYxueaMZiKzfxsdE8WsBIisnay52pbPhItNJfasig+craCJaBGZTuK0Doezz7Zzp+t29gzoOrmOBEHa3vOaLNvkIiHrktoAl4vXMc/PZbJwrU8SsOfNZ+EkH/lgUfg1mdbcZDQfCi7Lk5SlCYpUojT8uUUIMIHh7Jkk2rKGdQ87X9uEKsORySzLyykhfZVkVJokteadyPvjuDQuZc02XCZeK9xBVspGny5tJH/PXW2DIsjyx41GmJuTiiKWdD8c3XepDBFwRVn5Jg6+e7nk1uTljuS8X9bSlrnvlCGC5clQGTWRqYx5Q2Q4gjDC0XSNGDSBxmALk4ttIhMwItMcbCVpB5PfSei0vc8PDfL0m/w6JjCMADFGMIZ90TJMYBgNtDGM8czfgxbcp+X4G6mJJJOXdQLS5mvMLfbgaA9I9qxN60ykKjgx1bSzwYLISyML8+VptbU//I58VH/ZAJeKN575XJhOmY6NpwOnFpIeiKGWZOFrw/D7JseCzA2KOsHEn8SUkdLz8Pq8tsQefLiNngZSU/dh7l4uB1iSm+q0AbMpHBHlZkpgmuK58LbI68jIYZMKvowAPXMf4Wyn20PQej5Gre83MxFooJMmEnvwj9SdzW25dULCv9Mz0EiCBpe/iJSPfnMSU2R6Ific0rkceTSs9iPrPD+Rcefp0gTLEPoysMmKn8z0C5pZzRUVl6Sf3xqnGm7MKyJDL3bIFrsDgOZgG5MhEqISICMsaCZpGoPt7Le5Vz5qhiPRstBKrFFGbCIEGEKERrqwGV1bpqOj62WZbKJj76cktTRF4N290f7QIn5mnidnw1Uc+2jQ1MwR+sBkz3s1k4s2W+dwmfJ0R1d91szlIVmpnqRt3lXnLmIj5eWOulo9awSA5uS8jGUGECmPlN/VbuQz4eTNR2QltLRcCyXJsabp8JfPZe7LExZffUk5OWmW6ej+/LfPL4zfx+XnQZFb/Blp/mKaybMIMhKsX+aqqSczc5Cc1BqZace8IjIWaB2ZEMm+SpqTL993KUh+u3w7ALdKljr5JFt71tINqnQyVUkMBx8k+QBVJk9XOjlQarK67uk6zweKbjtKF4Fy/eYkrGx4ahW1erfQyGG/4R7oDZHypSsDF8mgz27fHc28VTa9q81q5XRFOvlCqgm8j7DTmUgyqW3stW1xM2g/15mqMsHppr1o2p9Zj6Ooicw0Y95ELQGGUARhDAyaF6dFK/tSH3M4JS9HkjStyTS0Oba1HraWgtT/tDVBM/udmH8aCMM4/Z1cQbtjU8fRSLU4HNJW7iMCdJybmTRVuuzMOUHhanIO7htD19FnWTW5nD22mEkMEf0Os/2teXixHgIeZ2Y5szWBvXCY7hBra9S0NWNcJEYjVNoM2jdT1+RxmzL0FVdj8SehmYQ0GSnWQ89b5mJ8kfh9dXMLNzblCaYr6ik/AfCbgsoSYh8RTmTOy6itX+KSVcunzCQirwm0NZ/8TzfF2ZorrsHyySnLJctcdK0PRZFLvmt6AY9aqiOXanDMq9aQdbxhDCxOX54QODrZsEOtabn8I8lHe7KZ+MuwBfFcERfG34DISeLX0EITQZj4MtDeNFLDIUmByyGRdy7kDirLqL3QZTslbl5K5OJUoniFVS0/mjVSuTlBCRCl2i4zMMqBLkaY+WKEiNGG3XnzLkwSONmx5jtrt4mvSkfeq+q8qDOXdRIodQT4o6mKOvi8/49dv82UOLpkr9JGNGfrfJlMe7bP6dqNPIHW6qK8NlQjsFx7IfPjvlZFKDKRuULjjanN1sy47qOhqD1ohKyq/FXSSSfdKpB+Z5rM/TZp9YQYtUZmmjGvNDKA3cBzmgT66VpHBvYLLmdHrnxcs/jpQpXBuKhD6kV9W9Qx8nqtQih8Mk+VurkXVf502PWnwozFtRZlBt6pCkueLhRpP8vdo7trNU3NbINWtpnyWSmjhfGdn4r3xYtOD381KmNeaWSymV8UAJMpmeCkJUBCZgaR7X4NJN9jBFZtuEwJ0sGPInMszQziLOoE4CGoYc7WK80xPhV5VRW8kV0LvS52PnaZlcrmb5k8RP+Xmf1SHYCr3JSuSA6f87Qsh2/Q4DN8zczANU7ue/hfK72upfYuto7Z+i2/ZsiWNb+HD9dm2TNzE/rLQ61JT+AOadYHN0l0XOa4mfJ/kBFc9Nkvvw/ZlqQ2Sn7vhszw/ojn0S9ixOuF+jCfA3WR1lJqVvQ0bhNtWY2OqRfSAs0+olijf5hnRCaxosZRABwQAyj/XCyJTBoiy5bNB3gnba8fAiCLShrHEBpoYQRjeHryFLSbDSzFATSycOsg8z+JETDi00bEQpGTT+NYaswzyeBi+8/kI080cFML99Xg5gGen1w/xtRrfv0ODt55kR27kQ2EKVGLjO9HgCgzX7TRwBgWZ2WS0Unc7EH3p8GH8uJrlcgoCrqn7By5mts3yNBv7ZhWN0UDiL6WCq0VY/btou9NtNBKf1O4vF4ev6lJthU6TksEcDMKeSXR+aTdNrJnWTQrd9WJrGdJHDQCqcFnsio2rdmmMReZkYSAk2GK+pFpNWjthBNJAq9/7rujhUpLIltEYqqadKRPmUszI01wvucnTZF24ER+F3ufTxmv++RY7Lym9qV5fmBePeXsRU81MjECtp8S+xwEgsAQmTBMO/zB/DotEnSc9liigaWJNuIotDQyNAy7CIKWjzbrzS+YpafxzYC5ZkJbX0LO/jVZeMflK0fekdYePMM4RhAkJWmhma3F44LUYEmQ7NKs2BZpzHdX9JntmyQ7ce2YHLDLzK6l9oXuawiYbeLTHEE1TYuEr20ZDy6jsucDbRvNbMAus4aMVkbXMT6wusjAdJgwfGSmSBZtiQKeLq959WvyJDkrgkaGNPRajxpZMW08ytJIMlMF3co4G81xNWYG885HJoeutyEofklyHV7ojhApe08JSQKqDCZV4HJu7hY0APq0HUWhry65uHxlZCxT7y5yqH3vN3y+JlXbTNn24UunEdnp9kVyzaSn6jmUCZvuFZrGRUvTixahHtxrPB8xrzQymYYkjIGl6cFFwMLBNo4uHUy0M4PsgiC5pjXZRLwoSH/797/hoAgP6piag+3MN4a0MmQC4ffjfgeAW/NBn222Ul8/ZsVclc/n5WVV+5rMRj5DuGhWHyDRfsVxgCgIEESJRiYpWwMRAsuniGSjVW2NnLadvMi8QvdIvvOwbHdUCx9kuPrcVW5XpJE2Oy2KSpL5SHNDkMlmD3ZSCyRNbBp4nZLGp5FuECGjwKTGjj8ruz3lzSiyjNzcxcFn+zxdbJU5P8h3Qza5KdKuE/dqsdLk60rnkq0qEayqASuSp9uIoaroVisz1ZiqCWCN2YF5RmSSLqox2AYWp413ETC8eBwHly8B9sPaTwmDqQ9AlHYaIR8U7L1i7HyS9A20MYSJ7PhQczzzbQgQYxjjVsdN9+Q+CCS3tr5MmXUguO1Zs5EXOfrSYEYDmKbyl2ps14zSHoSCzH+oiRYwiKSegxBBdAzNZuJjZPazaosBMMptl5APV7WJDfktkaOqzyQg15mRYbVlNURVB6vypgN7NV7ylaJnESBvqpAzfu5LwU0EUmZO9mToNScxTda2jWklqTWel28QlWSPky7+O2BlSHyuWlYZeR1ppkKfj4UsH4H7kmnnexmgeRvjshch77Tqhs9XxJfezk/3b7Hvn79O+qbJPiZm54sIp/YeVak33bQ9ndFWR9O/Xq6vUQXzyrSUDaRBbDQvIbIF8hCkf4RUA3MsCrK0RcxdIwEE0iAk54yDqu4b41rfQa4NY29hL9O4/Fa4bHZYbZRLo/nNuGSz5bRnjXz2nFvnJrTTyPvYMtlrachyEVyRVpQmzCTJL+AloZm5XL4wJLeGXmd+rsEyn7+p+zImOj0vO9zata6J7ZtjtxmutZH39kHTQGnnNQd3+VyMGbN4DZ2pgHRclXBpXmUabo6tLkP/tCDdmhH7Yfabiei1/iPqw1+NKphXRAZwzDJoi4IWgBjJ4mxxgCwpERm2IJ4c3KXJwPw2USRcne5yCuUdsf09v9IsP+fqpKWfiNS4aMRK08q4oBMPXRMDeDqzKHkOAWI000k/3+laksK87HmCUhVFHa00ZciyGYplD65F9/c9I9czoeuMjkInFUZ2nWjJNmYIJv+0B087t2oDKyc3nETyMshyU1mLUMU0YrRY+X2mysKljQmU8plzbvOUS84qx4vg99HL92fTAd439Ep2psMJvMbcw7wyLVmI0u0EJoHxw8PJar5HkHweANrpar8xAuDwwuTFbpmXbggTGGZmI65CB4BhjGed/BDGMYKxNFsTpcRnVxSdIwcJID8ItdNNHKWmwvbfye/G20BL7Xy5atceTCJrSPNFTEnNiWtGbXxQRDjp4WSriOFF4xg4COB4YAwjrCYSWWhFX5Jb+vOY70FWJmkeIBOTJqMc4PnALo9rBDX/THSTik26uNyRVabk+uTYEMYzWai8vL010MY4hi2CI5cGkOUhTGA4zTOwykjr+FD9RKDd1uPM3Egh2DESc6qmuaHyuyLnuDyaeYuk4nWtwZhRda0ZhZJLcDNkGdIkzSmyLFQGea8yA7U2adHTdTfou95lIG+O7QbUPuU9yKdMTuKA7sxJ8vxUOtz3F7Vpaboxr4hM1tHEiQYmSJhKskUBEZkWgAPp/ktEXA6nN0i3LohTMtJIHXmT34kPBzne8j2WmmhjGOPZINLI/D1MF93OVgJpZvd0qZGTEG73/jjab53YtLPy8PTcQZlLwuXhgyL9dmldNMfTHEmbTJ5DAy3gYHJoDCMYTncN507SUgPTYOfsfO1BjwYYeV6Cl0NqJewy275LrpBaCUls6DcRXEkwyd8lCek35IjWHjJtiurFvZaLLE8D9rPkIbNUBtKKJQRmIvPfomejESNe1sR/IxA5a2aqwKozGpyC7Ax5qfi0S/Q972/Bz0vSSeelXBoZKeMTwtO5jlUdeM07k2/DVTURRQRLu58hKO73hr9r+ffR9ANV6sFFjCkfielyXO4evZqHaq1TVcw705ITwvwYRwWmEA+KHWhdg0z1vHzy6YOF3vn6OuWi2VBZuV2aphjpwoSKCa+o/jW5Ocmhc/J3FVu7Vr78IGj8HKSKvEz9FA1EttYmttJzHx/uk1LOHJM3XUriqZVVkpeyz0k/N/0mjW61GWWQ1w6WJzouTKW8Uw2tDXULV7/VK+Zy/dYoxmymtZWRzV5SZ98YIRCk4deDg0nE0iCMIzBFNZOTb2g6JprBSk98PhsYStX9lO8wJtJZtDEPAGbwM7MZfcE4TQ1vVMHusEZuruD3Kbqe4mDKQCMdmiaGg9I30QIWAwsG052VQ3tnbCImhgj5N/3j9asPxP2wxbvJRH52W86/Qw5s0ixCn/TdtD3utuwn4KQd4bIldcUj0mxioWm8fNE7evl0Z11ugtDMDWVm1pofiktzILVgvvdGysK/hzCaMXkPjaxXgaZRkFo8edx1nQtl/MGST/25adDMbJqMEj6zkK9duYh0Wb+imSMvEXozD9UamaqYl0QmC/dFAAym4deLlyQ7XC+C2aJgNL0wBMYxDDSRmYXa6UDLyUgSnmpCVUcwhhGMZS/ZCMbQQDvbmoAIUXIvvoOrGai4b4kkJBK8w+AOlS6VvjYTlr4+UrtBcPlamLrOd4Sy46FQ6AbawNLkOVB9k6kNADPbGV8MLpscTOw0eb8K7RyvM0oTwl5qXoPWCRfZ62WevC1wcCLGZaBPH3H0oYjwcv8frgFKTF9u7YkkdySrKyrHR25lebolBtLvi8vK24wmt48UambEXsHbTa9Oq772V5YgukhMeS2pexFNSfyKiHDeTJUnMS7yVYQkfR1+PZ8xp4mMNsPL/ERIyxIAjWayrgya6Z9XIxNZgyrlw6OTCMOYyNa3SH4n68i0Uj+YxD8hzJwlXXIbDUN+ATYCzbT5YCJNKNpAw2f1GqRDqy1XnpjYoab6NTQLp8XuAkTAYqAxmDqKphoZX8QSL5NPriL4SEpRXi7fCe1cFUjiQscAnQxwssPTVoHuvBplBIaf0zUg5fYU8n3nbchHkquURdfKSB+X7gcxSZL5sW6gOTprjs9F12lycu2XPOe7rgqqkhj6XVbTI1FEYqT2UTteY/7j+eUj4zkn1flF4B0O/17kf2CytB1LtWvLwmWnt0lOkqNflVscPZEPabXn9U6EiclPIwuukNVuw6xdsruOccIqTQwu9OYz0gsJ6m7uwZ17e8nDNdByTJWfA2GuRK+UkbPbsvgcZHtBsUnKJhZlwcmlyyylpa+CUv3QtKBeR2a6Mac1Mkljz89mWkiilALESWRSHCQRSTGSqKVJ4Ojhofy9WvLe5rsxc0QYxjgWYywbZIcwjmGMYxzDmMAQFmMMMUKMp1oJMi9MYDh70drMrEJ3DxFnWhzN5EP5J+naaWRV2zqudRI8VJV3JNy0YRsZguzugNEYldEg0DFtFhYgyjRY4xhKtVbt1LeonQWPNdBKa3IiNeW1rZWQKRJHwjbP6M6q3N+EtEacwPDr5AxXi2Li9SzrnaKUqMz03DR56Tnyc1rouQ8yCsvITceNNiRAlJk8Zcisq265qY9goqnsuigiM9LM2g0k8XSl6ZUMVwHVpeu9KAOufQNs/ywOTduqhVfLd9GlIZHaD7pfpFwr3w0Zeq21Vx+B0UxLdIy0upoZuIzG1RUdOnWofWSmG3OayEjQINGOm8Dh9OU4kq4ZcxhJ+5ikv4Wm9FGadtI2c/CXi5OEYYzjOBzIOpLjfj2JkePHMIYRPIelWIoDAIADWJrtht1CA+PpOjIAMrMKLdHfRgNDGAfSNWQAZDSD5y9JDK0dQwOm5vTLB27ZKcoOhJOYNnPI5fcguDoH6lxk+ibaGD4yCUTIBtHhdA2eRjroZ+lSckghwDy/ZkpsfKG2PD3voMncRWWj+8hyujpkeUymo2fBSYzmj0JpqY74Duku0iDrnEgIDxfnZJTK7loDiEK9JVlzPVf77oYQJW2phXba1qVTKjcl2X4nfv8kCcqdzKyaGU4jl0XO466yyntr74oWZqz5Ntkm2TzxcN2T90W8/uRvLndmzmV5FRFhjcTY10dW3cr6oDJq4ewuuMituWd+iw2ev+u3TK+Va2pRh19PN+YVkbFA68hEQBSlGpkIiVbG087kjNI1szBrtIQYSAlQOx38Cdzpl34nogXZWjH2uh+hNTMmPxtNPvpuX11ObashYnehcslB0TUg8ryKZvW0qi/XemgEjEgaRYXZg3wMctTl1/B0msZIamtiUYOmHpL78mch86HvPBrNBUliNF8bU9NBJpW5XnfIprLw8kkCqWk+ioiDrG9eDpKZ6pVqj+rBDLx5MsPXkTGEpNxAKwlcke9XFRT5n/gGyrLRQb7fZUmWawB3kZkkTXGkk1YG3salnPwZ2rKUK4vep+orJNt55PeCKyqPKXt/zZs1ZhfmL5FhJQvDtBHTfkshEiITpgOJUgtSPc9n2ZzkBIjQGbRffCIFfHDnBMHk4Q4X5IMZHxzo05YhLtWBlIWu3eg+YiZEDCxONFlRACxsGpX/MMaZZsJ0vrwjy3eq7o5Xm6mXkd8mKO4QWPlbm30WPQs+a+W+Kzp5zGtUNFQZ0LWZsKbJs0mM3QZds25uvpLHNe2ej/gWzbK57HxQl+TLVT7XPV1ylNUcmeuqb4/A5ae+ZKr8YVzwlbPIfFQDqKOWph/zisjQy9UIWmkkUgiESbQMgCTcOkRCaCIAi1Jz1OJO9vJSBEcrNUEAyLQDFF7Nd7gOEWN80QKMYSSTYwLD2TYDdC/eGfLQbkmYIgRZiDfPg5aG58OdIVZG/ezqXKSZRzp/ttOl6m2jhk0KynbodDVJ2kAbeAGwDPsBAJ1lSf7H4QCW4gACxJkhCciHSXOSY2tOpB+IPUCW9VPQtA90nH/a5+w657nL67nc5nd+wA/A6153GneRAI2cFJWFtGEU/m78XeLM1MdJgFsrlCdb2nctakkjK6Rvs58xfyds05xs9/RuyLLL31ybQfcq69/STXgzz7eMFo/L52pXrnzLaGW0NulKwzUuGrmSZfK9TxJT4cM0vaYkidq0NN2Yl1FLpGXJXsIgzohLRmQAoJm+RIOt3AvbTrcTSI4l68cMYQIjGMuIBhGJ8eawRWTGMWxtM8DNTTEC8L1rNMJAeUrND3XQRKb4QMONJRL5Dsse7CMhi3SIte+uEwEjp60dSohMC1h+FEvxHOIQGBtdiDaaWIyxjMi0UkMS3YdrLLivDkCL6dlbJ2gDvKsepLpaL0OcK4+prXydc82A1Aq4B3h76X3ul0THbM1MnrhpkKYrSU1NWYgkt6w1ZHgLMPVkl9GHWMgs2xV90mSB/1GdaP4v/DlpZQ2ssmjP0ZA1UyZTHpeWSZoq5JMv88frg5dHloXLo7dBqaXNv/dF5fGh+N0pjsqU/iyufolrXvsFl4Ytnp9DXWU8+eST+MM//EOsWbMGQ0NDePGLX4wrr7wS7XbbSvfUU0/hrW99KxYtWoTly5fjAx/4QC7NI488gs2bN2NoaAgnn3wyrr76anQ6HSvNrl27sH79egwODuJFL3oRbrzxxpxMt99+O9auXYtms4m1a9fijjvuqFyuOa2RkTPXQgTpH2CZlhaE5WY7Ll8F7WVOZiT2gN6N97wcTNzpynVaWufj0tT0Yq6gewBpHQ+2MwLYCprZcTNLrdYUfR1u1TrWkB8wzHPoZoAg2WimTXnwgU22F46yPhkceZOEe9CwB0K3T44PWrlcs/d+Qj6rouNVoPtb6NDKz891U6d0v+TT7++i5TtV4M+Vl60bx+oyKPJj8iGpk+k018zeqKUf/ehHOHbsGL70pS/hJS95CR599FFccMEFOHLkCK6//noAQBzHePOb34wTTjgB9957L/bv34/3ve996HQ6+NznPgcAOHToEM4880y84Q1vwPe+9z38+Mc/xtatW7Fo0SJcdtllAIAnnngCb3rTm3DBBRfgr//6r/HP//zPuOiii3DCCSfgXe96FwBg9+7dOPfcc/GpT30K73jHO3DHHXfgPe95D+69916cfvrppcs1p4mMC1yFm5UwJS6ZNmaQDgfJKr9AtuIs3YNmd4lWgUw7dvitXOyOO/hS9A+fzdCsk1TisuNx2fJlKC6f22rlL+rQXAOldq5XBIgxsjRd9XhwIcaRhL6PYCyLSiJH6ZBFKfHrudZFysm1MRqklqbXDr8oMsOekdoOkrZcbhnkLFaaQGRa/hk75MtHz7jIYGLacddntbYlQfVfdXCi5+iKbuFO2pocLjLhewerOM5KrYhsc1q+rjYhNXrdOgTzKCYpe9X3gNezNDG55Jb5VYFsq1rEG5eLIMvbLYHsHrPXtHT22Wfj7LPPzn6/6EUvwuOPP44vfvGLGZHZsWMHHnvsMTz99NNYtWoVAOBP//RPsXXrVlxzzTVYsmQJvvKVr2BychK33HILms0m1q1bhx//+Me44YYbsG3bNgwMDODGG2/E6tWrsX37dgDAy172Mtx///24/vrrMyKzfft2nHnmmbj88ssBAJdffjl27dqF7du346tf/Wrpcs0rfZv1MtE7yzUwtLJvBGBxogJro4kgjLJryE+kydYyoQF3KHVMNfmFmEhDqgPEaKGZ+XkAyEwFXD5OQbhqnSOvhOfDuPaZV0H74ArN5TlKk0Y3A39iPmiigRaWNfdjBGNoBU0cwFIEiLEUBzCCMcQIUnOcidEi2Th55PLK7Qx4Ocp0XIEorXZdmbrUBkv+XTMP+QiET1b6Tj4tpg3YKvoy5df8iMicKk0hPE1ZvyNCkaMqGWpC8Sx8eVCdamZRSuvX2FVbeFJGkFE5iurZZ1bR5HGZ05LvoZC72Hldyu9rz2U1otLEpD0H8reLxHMp049o7SGZVLaz9zVEnOaQmEMbwpSotaUAx0qVbzbh0KFD1l+r1Sq+qAscPHgQxx9/fPZ79+7dWLduXUZiAOCss85Cq9XCAw88kKXZvHkzms2mleaZZ57Bk08+maXZsmWLlddZZ52F+++/H0ePHvWmue+++yqVYV4RGYIVuhciWRAPEBqZlkkDezZLGpjENya/XgtHK+386XibDcZEVigPue0BpSma5RVFipRVoctOxT6uO/rJAcIfpqrn30Q7I4NtNDCBYQSIMudpQ0z09Ux4qK2Uhz5dnWT5aKtqREBDxJ6pNNH5Bilfnq7BXXow8U7fdz+tPqRzNZVF1mmvDpTSP8c1yJdxMHYh3671tlGVnGtkhstXRc4y+XYzcSgDF2mvAtl3cVIj5ZZBBfL6IsiJhmw3dtuPcm1qKsxcxTjahz/glFNOwejoaPZ33XXX9V3Sf/3Xf8XnPvc5XHjhhdmxPXv2YMWKFVa64447Do1GA3v27HGmod9FaaIowr59+7xp6B5lMe+IjDT9AKmzL5AzK9G7lYVnB/SRDj+xIQguJ0d98HR3/lKL4C6HPpOV2hpf+iqDmSafD0WDkKbdCBBbZIg7XkodE0cVLYA9ELs0HPkOj5eL0kwFXO2lSp2XHYRcz4fQrc+BpqEpNzjn1yiaqgGb0A3RcKFb3yiJfpCI7q/X9yzqBUUTrecffFsPlP0Dnn76aRw8eDD7I/OLhquuugoDAwPev/vvv9+65plnnsHZZ5+Nd7/73fijP/oj69zAwEAuj06nYx2XacjRtx9ptPx9mJc+MiMYA0JgL1YAi4Dl2IdfTa4G1iBZGG8dEgffFyUalaWLDiSalJQYLsO+RFsweRTBoqS7HcJ4pj0gDQLB+MUkduNWLkqpmXX4rZzfjLG/u0xIoXIsr1Tns0R9HQ8A4iqz0q00Ifhm7rwjJjIiSRXXcDXQxnLsTzUyTUxgGCES09JSHEjD1ZsYxxAaGEm3kzTmEyI/tESeprkh+RPvDnv25xvM5DHuR1LUMUtSIdNHyNvuSb4Aun+CdoxKqJ3TjvNjvkFT+qjw+3Q7KPnIkXwuVcKdOco4Lduzcvcx34DuqnOSweWDUebe2nVl69zXfni+eS2ge90qn4xaW9LeEV7P8nxZ8qY9dxmhKNNKcjbV5Hi6sGTJEixZsqRU2ksuuQTvfe97vWle+MIXZt+feeYZvOENb8DGjRvxF3/xF1a6lStX4rvf/a517LnnnsPRo0cz7cnKlStzWpO9e/cCQGGaMAyxbNkybxqppSnCvCIyNHAMYwIA8GxKZE7EXvwwAvasGcXKRw8CrwSCMMaRly5AGw0sw3600ETnxOSFW479WIZ9GDyClMhE6X5ArYyI8JkoEZdk36QQExjKXqbEs2Yok4+cWltoZPssyQ7W9o+JlGN66C+vBwInKPKuhsRoOZpOQ3ZmskPjGhg6TyGwQLIQ3jIkPjJtNDCGkZTc7MNxKZEZhwlhb6KNpTiQrQXCjSdUdzw8W7YBc40pN5WBy9kCwPeh4g61lMYHjURK8E6VO0h229lWmf2WITN0Xhvk9XsaR09+jLdU20lT3+2aG8Z42Qw50B1ruUnB5fQsn59LHkpThcx06/zrQ1ntn6bB0mSXA7yW3kV2jEx6e+Dtz5emCoEpGw0mZXYRmG41jf3D9EctLV++HMuXLy+V9t/+7d/whje8AevXr8fNN9+MBQtsw8zGjRtxzTXX4Je//CVOOukkAIkDcLPZxPr167M0V1xxBdrtNhqNRpZm1apVGWHauHEjvvGNb1j33rFjBzZs2ICFCxdmaXbu3IlLL73USrNp06ZK5Z/zpiWtE+AbEyJMNTRRsvcRIgArgSCMcKC5FDECDGMcMQKML1qAxHksDRWO7IGav5T85ePaGcA4DGtpE+JjtArclJJfKyKGJAmUTuuktQ5HgmtjSDY5U5bHNHAHU2ny0MJgySGP6ibRck2wrR6CTFsjI8EIEas7YxGX7oEheAfn0mK4jsnosLKmnHLEovq8oQzBcGmFyspeRlNVBnabCqG1MZ+flW/gdcFFWuRvn8Nr1bL204Ti01zY/U05H58yJKZYJrsfkQ7l2sSFp9Xu47p/P0gMrwutbUm5ph79MS1NBZ555hmcccYZOOWUU3D99dfjV7/6Ffbs2WNpRbZs2YK1a9fi/PPPx0MPPYR/+Id/wIc//GFccMEFmYbovPPOQ7PZxNatW/Hoo4/ijjvuwLXXXptFLAHAhRdeiJ///OfYtm0bfvjDH+Kv/uqvcNNNN+HDH/5wltcHP/hB7NixA5/5zGfwox/9CJ/5zGdw11134UMf+lClcs0bjQw14GFMJBqZfcCTWAMcAV6CnwL7gMewFr+19+c4YctT+NXPT8L9oxsQIMJv4HEEiPFs80Q00cYKPJu8bKHpYPhsnkd28EXcYgQYxxCW4jk00La0DMksPMy0N/KFD63OIG8qMsaTfEdXdnbu0tTIY2VmNnLmLWWSnSFF2tB9Ey3XuLWfUmJasjdZpHrk5MuXPy+L77cLpDEpCzn77IYAlIWmVvcdnw+Q7Yi3gSqz/rImrzLHNbJQhvibtMVrrWjmql5MJnKyArg1G/Z19p5dZeDz3eOQ96xK9N3vg0biptN/Z/ZuUbBjxw789Kc/xU9/+lO84AUvsM6R/0oQBPjWt76Fiy66CK997WsxNDSE8847LwvPBoDR0VHs3LkTF198MTZs2IDjjjsO27Ztw7Zt27I0a9aswZ133olLL70Un//857Fq1Sp89rOfzUKvAWDTpk249dZb8bGPfQwf//jH8eIXvxi33XZbpTVkgHlEZAjLf30YK45/FngY2PWvZwE/A85b9zfY/qPL8SX8F7zz/v+FT2y5Gu9/8i9x9akfxyfwKfzfuAUPYD2+i9OxFo/hFDwNADgyugBDGM+0BBR1cwBLMYYRxAjSc83M7LQXK7AaT2MpDuDJ1guxt7kCJ+JZjGAMz6VeIcMYz8xKSac2gcQc0079Q/iO1vbWBLSkPPdN0ciNzxnWmI5Ctgt30zJ70SzaN6syavr8jtAc5A9D9QckWrJl2I8VR36F/YuWo4UG9mM5K3cLQ2k9kamuzeRK8jQbFWpqZl4HRYOdRuzy5bVNNUXqdzru0lRpMvB7uWbdJr2uOdO0bBrcZgWbMHMvJH6M56fJXzY/ylM7Jgd9aUbV7uGrb81PpBvyV9Zp1lUuQl6j5Naq8nahQfcv0Qk9d4bX0shn6CNfsjy2tsYmcFq5+H18ZMZFIKVjv/5OzHnjQ1+wdetWbN26tTDd6tWr8c1vftOb5rTTTsM999zjTbN582Y8+OCD3jTnnHMOzjnnnEKZfJh3T3dgb+ITg4cB/O0A8Evg1fc/CvwI2PHdtwEPA5c8cxPwJPDgl14HANj86P9BgBgPYAOWYz9+6+mfAwDGm8Noop0N/EMYR4AYYxjBeDq4jqf7KjXQRrvVwH4kTkwjGMP44WE8ixMBAIsxhgkMJ+YtJE6y3NbONRC2+2pkOb6GiHMkJm/a0Tt67gtjnGebmZaITDdEp4g8tNMtAbQwYgk5mMRInH1HMIYhjGedzjAmsBTPYfDXSE17IQ5gabYOTzOtB9LYkHwELbqJ0MroXhNFszxe02Ug69bXcWshu92aJaSpUiMrvkit/P3yi6NpcpdB3mfGNpWWuZ5K5AL3X/KZ/ao4zPLn7jJRSnMZfeflLAPX3fX3l5ttbbOOC0UaCS6vRmKkiaYMyr4LoVIurS4ojZRXJyZcR+2OgutFi9U9+hN+XaM85p1GBqlfCyYBHEASav1rJL/3pZ/PJOnwi7Sh709evHEMJy/ikeRWcvBwzYiSGYwJIwbS2UVUfmBxmYx8tn15XVm4OoZeUUWWbGYdGW0H74g4cSP5pGkJgOWd5JupTqXJB+iNCHD4tGC+a3y/pwqa9q8b+TVozrz99E2pAq3d2ed1TVQ35HWqfTmmyvRYVEZXdFqvkE79eprpJjO9+rnMxNo3cxvzgsgYghECJwKHMQK8EsDvAdgLHNm8AFgHrHzzz4C7gX/Z8FJgP4DXJY3815sHESDCC/EExjCCkTVj6f0CjGEEbTQxjIksusZEZyTDK83+R5rJJoi0qeGyFUn0E2EEYxjBWDaXGMHhzMyU+JHYG/dxJB2ocYw1sB2N5QylxcxFFKVk152tQUh8eeKMXOgzK/uYZs/XnlFiyjL+RRECHD0eaRRTC0txAEPpFgUkO8C3jTDRLy4TA68blw+R1rFRRysdu13mI5KnrOmIR/vIiCsZxcS/ayG0RWajMv4UPqdMPtf1ERMzgITWtVxWDj6YlR3cywzsUhNWBSQTXd+rQzaHFuFV/p7V5OFtyhWVpZuL+vMcXEsLuMpfph1o7Y8/KyDZuJf3x+7JTI35jHlBZAhtNPBvJx6fhF2fDfzO5l3Ao8BtzXOBM4A/wl8Crweux/8PWDeJS07+LMYxjNtwLppo4yV4GPuxDAeaS7EKzyBCgGeQLNM8grHUN2axlWeACOMYwhhGEp8P7M1MT2vwBE7B09kAfiL2JhFUQGq8GcNw6h8znEbw2GYl29E4GdybLO849/Jq6tYWMxVx8xKfUdNVZMaShIAP1r6oBdt3wtayJKa4xCQXIsYEhvHM6AnYi8TJehWeweK0flrpCsATqcM0DyEHijecLOOPIrVseVV//h6aT0PRzNs8v/zMPkBk7ZQu/QjkNVJ9XmaQlM+TkzaZjn/K7xwuZ2MN8rzmQ6VByukynbrqX/p1aOY0eu5ck+pK3w16vQcfyKuYfnj7kc+Tv0NaKLnv3ZHvN7VrF2FxEe2qsvsIdSKDTUhN/lSm6dyiYPrDr5/vmFdEJkKAfViWRAq9EtiE+9BZBdyHTcA64PfwD8DLgG+03ooTTt6Ld+Bv8a94Me7Da/F7uAsvxk/xY/wmxjCCE/EsYgSZc24yCCcDK0XZEC0gnxLaO4j8SpZhP5Zjf0aGluI5jOBwttfQCA5na6XI2b09w4ozgtIAsoGPOnm+fgcf7BI/mKZFaLhfAMHMSuPMadnu/DSNjFs745vBkzykydqP5dm6MktxgC06GGZOx+Q3k9S1mf3Zs3+9ky8/87c7e63MMm0RgZHyacSLvvNtLjSNi6Y+L3JO1vPWZ8KyPsv7mtjamCIzV1iQh4vkuAcx93Mi+VzRdZLcAXadFjmfVkW3Jo5eTCPawF7F9FfWJMTr2bdWktQQFTkRc81SmTSuuppqk52N2rQ03Zh3zr4cpL0gc8UYFgMxsLR5AHEcsM0Ln0vPj1jpuRnEB22goHVTpFqXzCLSgS9kgyeHyyyi2+rdUQhSozFdqBqpkhzXTEblBpTZEn6sl8Fvw5faK7eavLtIG5dcRaSl7MA33W2rH6gyqHP4ylpFczKdKBMRVPZ4FXAtZ7/RT6JZY+5iThMZbfaVhPXuA34BPIxXYmA/cBb+N/AL4P/F/wU8BVyEz+PXvzgRn8UH0EAbf4S/xDDG8Q/4PQSIsQn3IUSMJ/HCVAvStrQZFHrdRCvbtZnIzwEszZbkb6OBfViORPsylmoXhhAi0cYARuOiveRljrkiVaqEHruu6yfMKr1JecmMRruKk/ZrDCOZZojPsrlGSaJo0NfSa98pL4JuRtK1MbZJyl3f0njlKo8rbXf+FrGQXbsz3Z3+dDKpR/SQbtJdNn53QiRyjJQ07jK5I3n4M7J9gfRrqmqiZLl8z9F1vqgt8TTy2UmZ/bLmnxWZmWmFcmOKttO6kJclPymTZSwquyavlIO/F9K0qbXgmZvU1FFL0405TWQ4qCMdwWEsx37gSeC7z54O/Bp4yzP/CPwU+P8eeB/wBPCRJ/4c+MVC7PrS2RjGOF5xy08whHF8Hb+PBto4/uuTAIDH8ZtIQoXHWThyM/OTocXaJjCMYUwgRoDnsBRNtLAKz6TrypyIJlpYhn3W8vzDmVOrUYu6IpToNc37n4Titxw8ikOP8x2CO5RR6zxckHZu8r0hsxW5HycO0Amp24flmMCQNZCa+5gtFahOuCx8PyvZEUYIcmUqWxZfp11kSisLjU5onXL1AUe/g+svHwqra5Uk0ZLyamVKjiV3t9O59wTjn6ZM1TVK7npx++a44CPBxe+Eu73ohDj/7CgN/3TLml/9lu5KAQncAd/dGvJtTSNhWtvR2pm5R7kF8WSb4+k5IaMyzTy6WclX/tWognlDZAjNOFlIDYeBY08uSsKtfwTgMIB7ARwEsAtJaPZd6XYG30GmgQEAPJG8gPvSNWFkh9FmDrc0uJLGYSIN4R5KiQ35d9D+T3QtLXrn0wjMJfgcXTXwIbCJVkZUzMrHnFYZ27s2S3MNir2iyrNwddZFcJHFCOUJqS1HZH26ztN3Lb092JR7rnzw80Wp2Nf4y+WaUZeLZLLT8EHWTldew+EiMfnIMj+hccnpG+S1NFVh3jh9C4+yMksZyziNu66tAjkJkSTZpPOTsBrzDzNKZL7whS9gzZo1GBwcxPr16/FP//RPPd0vRoDxYDhpuCuBBS88AiwD8FIALwCwDsAqAC9Lf78mIR54WfLSrcCzSajvalibOtICa9y0wU1C9KIMpztk015BtAQ/gTQxXO9BvjS+l17OfPMzJ21GX275dN4J6blEudmWSeuTObQ6HF4O+qMdr0lLk6zka0xQVO9UlpDJI8sgB2WpOSkut12e8s6ubg1EN9AH20j97kLZQUJ28r7nxY/reZpnIDVVkpAC+WcmZdfaHJebQ9cE5bVyUmMny1oEF8EraksyvQt2vbvNeN1CPgcpq4+A+NqURuRMOfT3wqWJ067zlUeTT9NETi8oaqnbv1ojUxUzRlVvu+02fOhDH8IXvvAFvPa1r8WXvvQlvPGNb8Rjjz2G1atXd3XPcSQr6U5gCHhdB6ev+C5+vWIQj2EtcAbw25vvBX4CfOelr8Cp+BHiVyR+GZN/lFy/Hg9gH5bh6O8ma9EsxQGMYwj7sRwBonTQNRsa0hoGtM4JhVdPpHsDnYi9aKORdfJLcQBtNLKdoYnUJJ95VTfXNgDkfMyjRPS1JuTgY0wSee1PDO6oHKfkzU9YZAdSVhVPu1YnfkdNHMBSxAiwH8sQINl13PgSDWeyT6S7hyfmqfxu4fI75VlEDgNEaCjptY6P6mk6Zne++tRCTLWIGw7dMVw6oZdb8yRGPgw20SwmbYfgGhRldBRPz9sKf5Y8fdnnwMvnGgy143lTlgyL92kZqpu4eL6uSB+OMjLz+7uilHgbk23K1/7sZ2FHKkmZdBKaD4zQ0uTz8pt+ObR8o4rPpjfUUUvTjRkjMjfccAP+8A//EH/0RwmL2L59O/73//7f+OIXv4jrrrvOSttqtdBqGc3GoUOHAOjq7f1YjhaaeOmLv49X4mE8iTX4Nt6A41/3b3gT7sTPXroSX8fv4zQ8gtPwCJ7DUnxj0VuwDPvxKjyEA1iK747+NhKH3GTtGArBnsCwZVail4jMIcuxz9rkcDn2ZaYlIAm/bqNpaWESrUzb8o8JRWchy2hgL4Ynz2umGJfPAZEtbWC30+uDqJSBDzbUQSdELElP/kLj6bYNASIsw35mohvK0tEihAGijDyavMzChLJMZVGmTFQunkc3pKZqOLhs477rtVBZf/vpboavkZkyWqMiLYVGOrRnWTzYuwfYbqE7Cdvh2b3O/EnWIkJTpUxcJv6uaKSx3P3kZMv9DrhCq10kJ399OdJW5t2v2if0hqNAT+2udvatihkxLbXbbTzwwAPYsmWLdXzLli247777cumvu+46jI6OZn+nnHKKet9ksEwG92FMJPsdYSghIsE4lmM/JjCM/ViGYYxjOfYhRpj5wiR+LSEOpwuw8cGEG1xcEUGyk9DMFVp67V4SlD/Jo73kdEzz2C8zYLmiDVwq2rKaGOlYy7+TE3WIONNU8fM8PeVX1bnTBdJTdQOpJq8aHu6eRbs1Fr2gjMnLp/ovA58av+wg7zLNlIGtiZyeOdpUmC9cETe9RuJIfxyfaUl7Dt09E91XxVe+KuXsVb4a8wMzopHZt28f4jjGihUrrOMrVqzAnj17cukvv/xya3vwgwcPYvXq1WgdaoPm/gAwjqNYgAhtTCLGEbQwiSOI0cIkjuEwJtHGYRxDG5M4iglMoo0WgAm0cQQRJnA0+z6AGBM4ikm0EeIoOum5SbbZIynSWwjQwgACxOjgKNo4ls1a21iQdq4txIjRRid9TScR4BhiLECAY+ighWNpZA8nFAtgbNoJETqWlVeuVknHbeKQpDmWHmuxtNrsvI08XJ20pq51ETVO4hYgxgCOIkhnHkm9ttDCJALEmEQLE2gjxlG0AUwiRAt5dTgvc1X4SGEEu2N3oUjD4AJpTnzOp1JOn4mEI09g/Wp8X/6ShLvSSXLvQtVn1a0/iMusNdcg67wf2iXXMzBaVG3n62JTbVn42pQsn24i4n1b+bbdOpT0bJ1Op7ywXeMIejMPtYqT1LAwo+7cAwMD1u9Op5M7BgDNZhPNpjHp7Nu3DwDwmVNuctz5nwEAjwL4MwDAvwC4Bn+SnU++3VEo4b8UpqhRo0aNGnMDY2NjGB0dnZJ7NxoNrFy5Env2/D8932vlypVoNPKuAzV0zAiRWb58OYIgyGlf9u7dm9PSaDj++OMBAE899dSUNcrpwKFDh3DKKafg6aefxpIlS2ZanK4xH8oxH8oAzI9yzIcyAHU5ZhM6nQ7GxsawatWqKctjcHAQTzzxBNptTa9dDY1GA4ODg32Q6vmBGSEyjUYD69evx86dO/GOd7wjO75z50687W1vK7x+wYLEtWd0dHTOvlgcS5YsqcsxSzAfygDMj3LMhzIAdTlmC6Zj0js4OFgTkBnAjJmWtm3bhvPPPx8bNmzAxo0b8Rd/8Rd46qmncOGFF86USDVq1KhRo0aNOYYZIzLnnnsu9u/fj6uvvhq//OUvsW7dOtx555049dRTZ0qkGjVq1KhRo8Ycw4w6+1500UW46KKLKl/XbDZx5ZVXWg7AcxF1OWYP5kMZgPlRjvlQBqAuR40a04WBzvTEo9WoUaNGjRo1avQd827TyBo1atSoUaPG8wc1kalRo0aNGjVqzFnURKZGjRo1atSoMWdRE5kaNWrUqFGjxpxFTWRq1KhRo0aNGnMWc5LIfOELX8CaNWswODiI9evX45/+6Z9mWqQMV111FQYGBqy/lStXZuc7nQ6uuuoqrFq1CkNDQzjjjDPwgx/8wLpHq9XC+9//fixfvhyLFi3C7//+7+MXv/jFlMl8zz334K1vfStWrVqFgYEB/O3f/q11vl8yP/fcczj//POzXczPP/98HDhwYNrKsXXr1tyzec1rXjOrynHdddfh1a9+NUZGRnDiiSfi7W9/Ox5//HErzVx4HmXKMdufxxe/+EW8/OUvz1a03bhxI/7X//pf2fm58BzKlGO2P4caNQrRmWO49dZbOwsXLuz89//+3zuPPfZY54Mf/GBn0aJFnZ///OczLVqn0+l0rrzyys6/+3f/rvPLX/4y+9u7d292/tOf/nRnZGSkc/vtt3ceeeSRzrnnnts56aSTOocOHcrSXHjhhZ2TTz65s3Pnzs6DDz7YecMb3tB5xSte0YmiaEpkvvPOOzsf/ehHO7fffnsHQOeOO+6wzvdL5rPPPruzbt26zn333de57777OuvWreu85S1vmbZyvO997+ucffbZ1rPZv3+/lWamy3HWWWd1br755s6jjz7aefjhhztvfvObO6tXr+4cPnw4SzMXnkeZcsz25/H1r3+9861vfavz+OOPdx5//PHOFVdc0Vm4cGHn0Ucf7XQ6c+M5lCnHbH8ONWoUYc4Rmd/5nd/pXHjhhdax3/qt3+r8yZ/8yQxJZOPKK6/svOIVr1DPHTt2rLNy5crOpz/96ezY5ORkZ3R0tHPjjTd2Op1O58CBA52FCxd2br311izNv/3bv3UWLFjQ+fu///splb3T6eQIQL9kfuyxxzoAOt/5zneyNLt37+4A6PzoRz+a8nJ0OkmH/ba3vc15zWwsx969ezsAOrt27ep0OnP3echydDpz83kcd9xxnb/8y7+cs89BlqPTmZvPoUYNjjllWmq323jggQewZcsW6/iWLVtw3333zZBUefzkJz/BqlWrsGbNGrz3ve/Fz372MwDAE088gT179ljyN5tNbN68OZP/gQcewNGjR600q1atwrp162akjP2Seffu3RgdHcXpp5+epXnNa16D0dHRaS3Xt7/9bZx44on4jd/4DVxwwQXYu3dvdm42luPgwYMAzI7vc/V5yHIQ5srziOMYt956K44cOYKNGzfO2ecgy0GYK8+hRg0NM7pFQVXs27cPcRxjxYoV1vEVK1Zgz549MySVjdNPPx3/43/8D/zGb/wGnn32WfzX//pfsWnTJvzgBz/IZNTk//nPfw4A2LNnDxqNBo477rhcmpkoY79k3rNnD0488cTc/U888cRpK9cb3/hGvPvd78app56KJ554Ah//+Mfxu7/7u3jggQfQbDZnXTk6nQ62bduG173udVi3bl2WP8kkZZytz0MrBzA3nscjjzyCjRs3YnJyEosXL8Ydd9yBtWvXZoPzXHkOrnIAc+M51Kjhw5wiMoSBgQHrd6fTyR2bKbzxjW/Mvp922mnYuHEjXvziF+PLX/5y5kDXjfwzXcZ+yKyln85ynXvuudn3devWYcOGDTj11FPxrW99C+985zud181UOS655BJ8//vfx7333ps7N5eeh6scc+F5/OZv/iYefvhhHDhwALfffjve9773YdeuXc68Z+tzcJVj7dq1c+I51Kjhw5wyLS1fvhxBEOQY/t69e3Mzo9mCRYsW4bTTTsNPfvKTLHrJJ//KlSvRbrfx3HPPOdNMJ/ol88qVK/Hss8/m7v+rX/1qxp7dSSedhFNPPRU/+clPAMyucrz//e/H17/+ddx99914wQtekB2fa8/DVQ4Ns/F5NBoNvOQlL8GGDRtw3XXX4RWveAX+7M/+bM49B1c5NMzG51Cjhg9zisg0Gg2sX78eO3futI7v3LkTmzZtmiGp/Gi1WvjhD3+Ik046CWvWrMHKlSst+dvtNnbt2pXJv379eixcuNBK88tf/hKPPvrojJSxXzJv3LgRBw8exP/5P/8nS/Pd734XBw8enLFnt3//fjz99NM46aSTAMyOcnQ6HVxyySX42te+hn/8x3/EmjVrrPNz5XkUlUPDbHweEp1OB61Wa848h6JyaJgLz6FGDQvT51fcH1D49U033dR57LHHOh/60Ic6ixYt6jz55JMzLVqn0+l0Lrvsss63v/3tzs9+9rPOd77znc5b3vKWzsjISCbfpz/96c7o6Gjna1/7WueRRx7p/Mf/+B/VkM0XvOAFnbvuuqvz4IMPdn73d393SsOvx8bGOg899FDnoYce6gDo3HDDDZ2HHnooC2nvl8xnn3125+Uvf3ln9+7dnd27d3dOO+20voZn+soxNjbWueyyyzr33Xdf54knnujcfffdnY0bN3ZOPvnkWVWOP/7jP+6Mjo52vv3tb1vhsOPj41maufA8isoxF57H5Zdf3rnnnns6TzzxROf73/9+54orrugsWLCgs2PHjk6nMzeeQ1E55sJzqFGjCHOOyHQ6nc7nP//5zqmnntppNBqd3/7t37ZCOmcatJbEwoULO6tWreq8853v7PzgBz/Izh87dqxz5ZVXdlauXNlpNpud17/+9Z1HHnnEusfExETnkksu6Rx//PGdoaGhzlve8pbOU089NWUy33333R0Aub/3ve99fZV5//79nT/4gz/ojIyMdEZGRjp/8Ad/0HnuueempRzj4+OdLVu2dE444YTOwoULO6tXr+68733vy8k40+XQ5AfQufnmm7M0c+F5FJVjLjyP//Sf/lPWz5xwwgmd//Af/kNGYjqdufEcisoxF55DjRpFGOh0Op3p0//UqFGjRo0aNWr0D3PKR6ZGjRo1atSoUYOjJjI1atSoUaNGjTmLmsjUqFGjRo0aNeYsaiJTo0aNGjVq1JizqIlMjRo1atSoUWPOoiYyNWrUqFGjRo05i5rI1KhRo0aNGjXmLGoiU6NGjRo1atSYs6iJTI0aNWrUqFFjzqImMjVq1KhRo0aNOYuayNSoUaNGjRo15iz+/3zxeoIU4hPQAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(tab, aspect='auto', origin='lower', cmap='jet')\n", + "plt.colorbar() # Ajouter une barre de couleur pour représenter l'échelle des intensités\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "base", + "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": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}