{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Solve the problem of a long tubular conductor with a 10 cm x 10 cm square cross section containing a charged, non-conducting wire with the (x,y) position (2,3) and a vanishing radius and a surface charge density of 2 esu/cm. Find the potential everywhere inside the tube and plot contours of equal potential" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "# all quantities are given in esu units\n", "\n", "# Setup the grid and boundary values of the potential\n", "# specify size of region:\n", "Lx=10.0; Ly=10.0\n", "# chose the number of grid points in each dimension (Nx+1) and (Ny+1)\n", "# introduce the charged wire:\n", "Nx=50; Ny=50\n", "Dx=Lx/Nx; Dy=Ly/Ny;\n", "#define the 2-D potential function\n", "phi_start = np.zeros((Ny+1,Nx+1))\n", "# set boundary values of box as negative of those coming from free charges\n", "# which can then be added back into the solution\n", "x=2.0001; y=3.0001; q=2.0 # coordinates and charge of wire (shift a little from \n", " # integers to avoid log(0))\n", "for nx in range(0,Nx+1):\n", " phi_start[0,nx] =q*np.log((Dx*nx-x)**2+ (0-y)**2)/2\n", " phi_start[Ny,nx] =q*np.log((Dx*nx-x)**2+(Dy*Ny-y)**2)/2\n", "for ny in range(1,Ny):\n", " phi_start[ny,0] = q*np.log( (0-x)**2+(Dy*ny-y)**2)/2;\n", " phi_start[ny,Nx]= q*np.log((Dx*Nx-x)**2+(Dy*ny-y)**2)/2;\n", "#Assign x and y coordinates to each point in our grid\n", "X = np.zeros(Nx+1)\n", "Y = np.zeros(Ny+1)\n", "for nx in range (0,Nx+1):\n", " X[nx]= Dx*nx\n", "for ny in range (0,Ny+1):\n", " Y[ny]= Dy*ny" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "N = 164 delta = 0.000191135421672\n" ] } ], "source": [ "# Perform the relaxation steps\n", "# set the desired precision:\n", "epsilon = 0.0002\n", "# set a maximum number of iterations to set an upper limit on the run time.\n", "Nmax=1600\n", "# define the intermediate arrays phi_old and phi_new that are used in the iteration\n", "# start with only the boundary values determined above\n", "phi=np.copy(phi_start) # must be careful that phi does not point to the same array as phi_start\n", "# set initial values for N and delta which are used to control the while loop\n", "N=0\n", "delta = 100\n", "alpha=1.80 # Over relaxation parameter. Set to 1 for normal relaxation\n", " # Set to 1.95 for faster convergence.\n", "phi_new = np.zeros((Ny+1,Nx+1))\n", "prev=0\n", "while (delta > epsilon) and (N < Nmax):\n", " delta=0;\n", " phi_old=np.copy(phi); # must be careful that phi_old does not point to the same array as phi\n", " for nx in range(1,Nx):\n", " for ny in range(1,Ny):\n", " phi_new[ny,nx]=0.25*(phi[ny,nx+1]+phi[ny,nx-1]+phi[ny+1,nx]+phi[ny-1,nx])\n", " phi[ny,nx]=phi[ny,nx]+alpha*(phi_new[ny,nx]-phi[ny,nx]);\n", " delta=delta+(phi[ny,nx]-phi_old[ny,nx])**2\n", " N=N+1\n", "#add back the potential without boundary\n", "phi_total=np.zeros((Ny+1,Nx+1))\n", "for nx in range(0,Nx+1):\n", " for ny in range(0,Ny+1):\n", " phi_total[ny,nx]=phi[ny,nx]-q*np.log((Dx*nx-x)**2+(Dy*ny-y)**2)/2\n", "print ('N =',N,'delta =',delta)" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\matplotlib\\contour.py:1180: UserWarning: No contour levels were found within the data range.\n", " warnings.warn(\"No contour levels were found\"\n" ] }, { "data": { "image/png": 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w/foRffON9U5q6VLILSxcCLedvTh+HBaqO3ewHDzYedN/WhrI3++/Q9X5lVdA\npjp08Hyx0aNHIVx38CBmpG3aoEMUJKpBA//KIHQXJAm/X2SbqZdJSbBKpKfnlRhQt+xsc2FNQV7U\nZEa8FoKd1kQ/lVpWRDIRs7UU+lRKMmeJ8BkM6IBLlJC1qLTWxWtbBa6FPlVBvF/cCWZYoEXRYdFu\n3cLEymDQVjMPDvb/CQ0z+kQl0Tp7FsSqXTv0aR07wo3oC1cpM7K7//oL7cIFWLGefRZkyx3K6JYQ\nEUG0aRMmzteuIRh95EjnA9KVYIbXZM4cWBK/+AJjkqPPosmEcfXzz4kGDsR+vB1q4isUemJ1+TKI\n09GjmOEpkZODWUjPnrg5LIEZauvLlkGszV7dkFOnQMSuXyeaNg2zA2c7u/v3ESC/bBlmMKNGodPx\n1MCUnm5OpC5fxoxS1LZ6/HH/yQhyFMwgQiIo2VKLiwNpSk0FqdDSShLrZcuCKGiJYipb8eL50wUq\nSeb6VJmZclO/FtpUqam4zlr6VCkpsj6VUvpCWexYq4lix/5OGryF+HjtwPLwcCR/CKIlAswbN/bv\nTEZJQgLLyZPwDhw9it/yxBPo7zp2RN/jiwSWpCTI8/z1F+KXgoJkktW+vefIX2go5IGWL4dHYPRo\nhLO443jHjhFNnIhnduZMjIWOWkDj4zG+bdmCxK9hw/JnH+cICjWxysxEqu2ECZDuV4IZWXxCzdzS\njSBJRB9+CHmCXbvsU7w1GODq+/VXLIcNc95ffu0aMhk3b8asYvx41NxzNyQJFr3t20GkLl2CRUpJ\npDxpBncXmGFJEjEsytiWe/cQIxAbi8GlShUE1Iq0enWrVEkmT/kxuNjfISyBSUl5Cx0r1e/VxY8T\nEkBkK1fO2ypVkterVkVgeGHMIs3JgVVLEK3Ll2GduHMHcUPKoPJmzWB98VeXYkKCTLKOHoXlqGlT\nmWh16OD9wHiTCRNnYc26excka9AgSCp4gvjn5MBNuGgR+rQRIxCU7qoKOzNI0eTJyPKcORN9v6M4\nexbuRaMRlqxWrVw7L39GoSZWI0didrxqVd5OY9EiuPROnLAsOWAwEA0dipt4+3b7zJy3buHhqlQJ\nMwxngjOZ0YHMmoWZ29ixmKW4O/bAZIKvfONGmJ0rVECGylNPYYbor0TKYIA7RMzUQ0PNCVRAgHah\n59q1kQ1aubL//jYdtmEygXDFxlpv0dEg0g89BIJlqVWtivvCny057kJODiZryqDyS5cwCW3aFERL\niAQ3beq+AGp3IisLpObIEfSTJ07g2e7RA61jR+8/31FR6ENXr4bFrX9/xNB6KkTjwgWMYevW4TeP\nHk3UubNr5NhggKzCF19gMv1BDmmtAAAgAElEQVT1145P4iWJ6I8/YAWbMQPxyAURhZZYbdyI7IVz\n5/Km7x85gtikY8csu/UyMvBwFC2Km9fWg8oM1dpJkxBHNXas4ze5yQQl3ZkzMUv76CPngwstwWCA\nRWrjRljBqlfHtXj55byuUl8jIcFcqFAsw8IwsxIyDcHB5uTJn4vR6vAuhNs3Kspyi4yEqz0wMC8R\nr1VLXi/IorPx8TLZOncO8U537oBciQy+Nm38MxnFaATR2r0b7eJFuOYE0Wra1Lv/W2go0dq1mNCn\npoJgDRoE0uru80hJQUD6Tz/h9ahR8JC4IvScno5s97lzEds1bZrjk/rr1xG33KkTZBrya9iIJRRK\nYnXvHoIft2+HK1CJ8HC4tX79Ff5kLSQmwoctsgRtuYGSkiDEdu0aZiyOZkiYTCBlM2bAajRpEixH\n7oqfys2FZtbGjSBuwcEymapXzz3HcAVGIx5EpUyDKMIq9K2Uy/r1C4d1QYf3YDLBwqWUQVC7kk0m\nmWQp5RCCgzGzL2iDR3o65FNEYPmZM7gOzZvLZKtdOzyX/hRTk5wsFy/evRvWOEGyunf3rsTDpUsY\nE9asgUt60CAQLXf3u8zIOp87F8lSH30EkuWK1lRMDKxX69YhnOaDDxyb5KelyR6fjRs9G+zvbRRK\nYvX66+j0pk83356VBQY9YADIixYiIkC4nn0WliNbM4zDh6GU3rcv0XffOW5dOnQIN2zp0jC9durk\nnlkNMzrCJUvgl3/kEZCpl17y7Q2em4uMQiWJunQJljOlTEPTpnDZFVQLgY78B6FHFRqaVxLh3j24\n/7VkERo29F2FA3cjNVW2aJ0+jVCFpCSEDrRvj/bYY/71e2/fhuL57t0gXPXrQ8qgTx/PWJG0IElw\nWa5ZA3mcBg0QHzVggPtjAEWd2gMHEJM7Zoxr/8fNm4i/unIFrsKOHe3/LjNKyP3wAyxrTz/t/Hn4\nEwodsbpyBX/erVt52fro0egEVq/WfpiiouATHz0aPmJrYIaFad48WLWee86x84yPB6E6cgSxVAMG\nuOcBz87Gwzt/PmZu77wDc643SjdoISIC5PHIEXTEV69itqYkUS1b6mrrOvI3TCZYw9WEKyQEfVG5\ncnklEZo08a8Cx84iOhqk4fhxLM+dA3Ho1ElurgZYuwsGA+Kytm1DMxrhsvKmmLLBQPT335DvEbX4\n3n8fRNyduHYNk/Xdu0GMxo51LWZu82bs4/XXIU3kSELPgQOw1n32GWKf8zsKHbEaNQppsJ99Zr79\n4kVka9y4oR2Enp6O4L/+/VFE2Rpyc5GRcekS3I3Vqjl2juvX40EaNIjoyy/dU/g4IgLBjEuXwkT/\n3nuwvHnTRM+M7Bghrnf4MGb5nTujPfYY0oULY5aWjsILSQLpEjGCytJOygLHTZrImXq1a+dfwpWT\nA0v00aNygHlgIPqA7t2RHONLxXUBZkz0hPJ5YiIs+kIX0Bsaa+HhSKJatgwEdPx493ktBK5dg6Hg\nxg14YV580fn9JyRg3DIaEUdWqZL9371zB//9Rx9hfMrPKFTEKiUFsQ5XrpjPkJjhX3/xRZhF1TCZ\nMGupVAk3uLWbTjx85cohONERkhATg+NfuYIYryeesP+7WmDGDHHePMxKBg/GjMIdInL2Hj8kRCZR\nhw5hNtalCzrRLl0wWPhT/IUOHf6EpCSZcF29isnapUtwuSnlEMQyPyZmSBL6vIMHUYz40CGEIzz9\nNIhW587+UXfu+nWZZEVHo58fNAgky9MkNyMD2XQ//ohrMX48vBjuzMrcvRvSQZUqITjdWTkEkwn6\njKtW4Xq1dYBe3L0LcvXee/iN+RWFiljNn4/Z0bp15tt37sQNdemSdkbLuHGwaP3zj/Ub+f59pKH2\n6QM3oL0zGma458aPR8bGZ5+5Fuiak4PfOG8e3H3vvQedLm90ujk56By3bEEh0aJF5bpanTvDBZBf\nZ9rugMGAQVEIZIqmfJ2WBpdtTo7lpXJdKKVrlbVRbwsIwH8iStZYWz70EGICixfH/WhtvUQJuGtL\nl867LFGicP/nnkBCgkyyhCzClSuw/Ijixq1bY1DzZw0qLRiNiP/cuxft1Cn8lu7d0dq1833mYUgI\nCNaKFXj+hg71TkiFJMFNOGcOLE2jRyMxqmJF9+zfaITx4PPP5ThiZ/e9eTPObcYMjGv24t49kKuR\nIxEUnx9RaIgVMwK0Fy/GAC9gNKIT+u471ANUY+1aEJ1//0U6tSWkpoI8vPQS2Lq9uH8fN9CdO7BS\nOcLu1WDGDGHiRARgfvABHg5v1AXcuRMP0q5dmDn36weCGRycvzp1R5CdDUHKuDjExCmX6m0JCbhO\nRqNMOpQERLleqpRMWh5+WF4q15XbihbNW8bGUmkbZgwERqPtZW4uEjqys7EUTflarGdkgBAKgqgk\nigYDfpP4jWXLIrs1MND2slSpgnv/uBuShH5EEK0zZ0BKJClvcWNHwxN8iYwMTIj37QPRun0bfe0L\nLyA725fxWcwI0F++HElATzwBktWnj+czky9ehAVr61Z4OiZMcF8sakoKyNX69fhtPXo4tx8hq9Cl\nCzIS7b0mEREQnx4+HPFf+Q2Fhljt2ydbnpQd9aJFeCD27s3bgcfGgnRt3QoJBkvIzUVwev360Aux\ndyBYuRKWslGjiKZOde1BPH8eRCo5GQ9bt27O78seREcjuHPzZgRYduokkylvqxx7ApmZeLjDw+Wl\ncj0iAh1+xYownYtSKpbWAwNBKIoVK3xEwWAwJ10pKeZq6VpLsZ6bKyvdBwXlXVcuy5YtfNfWFpiR\ndKOst3fqFKyRSqL1+OO+K27sKOLi0F9v2wYvQqNGchbfo4/67h7IzMTE9tdfMc4MGgSS5WmF8bAw\naCPu2oVx5N133Ufq9u+Ht6NfP1ienNFMTE3FPqKiMNbWqGHf96KiYLkaOpTo448dP64vUWiI1Usv\ngXUrMw5SUvBQ/vMPMs/UePVVmNFnzbK8X0mCCTg9HQ+VPe4/SUIA/JYtcNlpHdtexMZCoG3bNshH\nvP2254Iqo6LgN9+yBfEevXsjLq13b/9Kn7YHzOigb940b3fugDhlZKADqFGDqGZNNLEuloGB+kDu\naWRnyyrpMTHWl7m5cMVo/WdivWJF/T9jhrtFSbROnYIVS5SA6dABE0V/v1a5uQiA37oVfWCRIjLJ\n6tTJd6WmQkOJfv8dJKt8eZCDwYM9S14vXsS4cu0akp5ee8093oqkJIybV66g/2/RwvF9iCz5+fMR\n9tKli33fi4qCFXDuXJC7/IJCQazCw0FewsLMgyAnT0anvXx53u9s2oSb9Px56yz9449hpt671z42\nn50N9h4ZCYLi7IOWm4ubdMYMpOP+73+eqRwuSZi1LFqElNiXX0br1i1/iHBmZCD4V02gbt5Ep9uw\noXmrWxeDcKVK/j+o6DBHZiaeK2tWxsxMmTDXqQNpD2UrrNpoRiPitY4dk+vu5ebKJKtDB8Q5+WMJ\nGwFmkAshlXDnDiZ9ffsiJMIX2caShH5z+XLERr32GmJpLVX0cAcOHsS4lJuL8aFHD9fvaWbZw/Lx\nx1g6Q9p274YhYvp0WNbswenT+B/373dcXNtXKBTEato0mCPnzZO33b2LEgyXLuWNN0hIwB+4fj06\nFEuYNw+EQ6QL20JiIiw8VatiNuNMgDozgsI/+giB4LNne6bUTEIC1N4XLwZhHDUK+iT+bJlKSIBG\nzrlzSOc+dw4zczV5atgQ1y6/uD50uA8ZGTLRCgtDvM6dO3LLyspLturVw0BYr57vg6a9iXv3ZKJ1\n7BgCttu0kWURnnjCvydXERHoKzdvRhzU8897tgiyLURHEy1YgD61Uyf04e3be4bIM8M4MHUqJhEz\nZiDo31XcvYuJ/IMPYgyrWdPxfdy+jftn/HjICtmDVasQu/zff+4L1PckCjyxysmB5svBg9CCEXjt\nNRCSzz/P+5033kDw7Ny5lve7fj1ujGPHsH9bCA0F637hBQTKO8P2r1zBMcPDQah693Z8H9bAjCD9\nRYsw4+vTBybgJ5/0r1k8MywTgjyJlpwMy2SrVphdt2qF/7wwDYY6XENKCp5VQbSEinpICO65unVl\nXSnRGjWynthSUJCaiv7h4EFY6K9fR9/QvTukEVq29F/plNhY9NmrV8Na3b8/SFb79t4/54wMTFrn\nzAFJmDABbi5PhHAYDHBHTp8ON+9XX2FS6QpMJoxhc+fCazJggOP7ELIKY8fC+mUPJk2C9WrXLv/v\n050hVsTMXmtt2rRhV7BqFfPTT5tv++8/5urVmdPT835++3bmevW03xM4eJC5UiXm8+ftO4dTp5ir\nVWOeP9/+81YiM5N5/HjmihWZf/yROTfXuf1YQmoq888/M7dowRwczDxrFnNcnHuP4QqMRuazZ/Hb\nX36ZuUoV5sqVmXv1Yp4yhfnPP5lDQphNJl+fqY6CjKws5kuXmNevZ/7yS+bBg5nbtmUuVQr3Y+fO\nzCNGMM+Zw7xnD/P9+8yS5Ouz9hySkpg3b2YeM4a5cWPmwEDmV15hXrSI+eZN//3td+4wf/018yOP\nMNeqxfzxx8wXLnj/PIxG5o0bmdu3Z65bl3nePOa0NM8cKz0dvzkwkHnyZOaMDNf3eeoUc8OGzG+8\nwZyc7Pj3793DeDNjhn2fNxqZe/dmfu89x4/lbRDRaXaQ6+QrYtWtG/OGDebbBg7EIK1GVhZzzZrM\n+/ZZ3l9oKDpRa59R4tAhkLAtW+w+ZTPcusXcrBnzgAHuJzsJCXjIypdn7tePefdu/yAnOTnMx48z\nf/stHqSyZdFxjxjBvGIF8927/ttp6yh8kCTmyEj0CT/9BKLRpQtzhQqYDD31FPO4cczLlzOfPo2J\nUkFERATzH38wDxmCiWutWnhmt2/3z98sSSBUH3+Mfr9ZM+bZs5nj471/LsePY9JYsSLzF184R1Ts\nQVQUxr/gYOYTJ1zfX3o686hRMEZcver49yMiQM4WLrTv80lJ+Pz69Y4fy5so0MQqORmzSSU7T0pi\nLlMGpEKNRYswkFuC0cjcqRPzzJn2Hf/ECZCqvXsdO2+Bf/4BiVuwwL1EIi0NM+7AQHR8YWHu27cz\nyM2FFfDzzzEIlSrF3KoV8wcfYEYXE+Pb89OhwxkIwvXPP+gzBg+GVbhYMeZGjZj792f+6iu8708W\nYndAkjDQfv89SGbp0swvvMC8ZAkGd3+DycS8fz/z669jIvfWW7DIeBs3boCYVq4MC5a7vRMCmzbB\n8j99OrPB4Pr+fvuNuWpVWHQdxa1b+L0HD9r3+SNHQNxTUx0/lrdQoInVxo3MPXuab1u6lPmll/J+\nNjeXuXZtzBws4ZtvYAGzx6pz+jRI1c6dDp0yM6NTmjEDN+qhQ45/3xKysmCpq1KFedAgmOt9heRk\n5rVrcR7lyzO3acM8aRLzjh0gvzp0FFTk5mIAWrWKecIE9CllyjDXqQNX2owZmIwVpOcgIYF55Urm\nV19lLlcOLtTp0+Hi9zfrc2wsrOW1ajE/9hjz77+j7/QmLl5kfuYZEPBt2zxzjSIjcYz27Zlv33Z9\nf6tXMwcF4dwdxZ49+O7du/Z9/q23mD/80PHjeAsFmli98w7iHZTo1EnbLbd8OawllnDqFIjSvXu2\nj3vhAsiLM+6/tDTMZNu1Yw4Pd/z7WjAYQChr1sSs0RfxBMxwo86bx9y9O2awzz3HvHgxHnAdOgoz\nTCZYK1atQjxlp06w3DZowPzaa8w//IBJlj+61BxFbi7cpuPGwSVVowbzyJHMf//tOQuNMzAambdu\nZe7RA33/xx+jD/MWJAkT8yZNMDadO+f+Y5hMcH9WrAgC6SqBW7cOBMne+GMlfvgBngp74r9iY/Gf\nOEPivIECS6wkCQ/stWvyttu3cQPl5Jh/1mhkrl+f+cAB7X2lp8Ovu3at7eNevQpL07p1jp/zrVvM\nTZsyDx3qnhmSycS8Zg06565drVvjPAGTCYkC06YxN2+OB2HoUAS8WksO0KFDB/qly5fhZhk7FtaT\nEiWYH3+c+aOP4M7J725y4TL87jv8rooVQbIOHvSPeE+BGzdABCtUYO7Th3nXLu+dn8GA2L0qVZiH\nDfOMK/X8eQTzv/oqc2Kia/tavx7nevasY9+TJLjLBw60j+AtWsTcoYN/3ScCzhCrfCG3cOUKdEvu\n3JGlAr74Amrb8+ebf3bNGqKFC6HgqyUrMHIkhAX/+MP6MSMjoe3yzTeQbHAE//xD9OabqEs4apRr\n8gbMRH/9RfTJJ9CZ+eYbpEN7SzIhJITol19QoLRsWVkJ+fHHPacKn9/BDA2l5GQ0dS0+a0uTSS60\njImP5fUiRZCq/OCDEHtUryu3FS8OQV1lK1lSXveVqnVhRmYmVNKPHkU7cQKipkIxvWNH6LT5kzyK\nIwgNRX3WtWuhSzdgAKRx2rb1j9+UkQHJhoUL8V+MH48Cw97Q80pJIfr2WxRJ/uAD6GCVKOG+/Wdl\nQdJg2zZoVHXt6vy+Nm/GOPbXX9A+c+QcOneGHMakSdY/azJB7mP0aIhu+xMKrI7VDz8Q3boFTSYi\nDCoNGoBEKYXSJAn1AH/4gahnz7z72bcPZWIuXLBe4NJggC5Hjx6OFWFmhibIvHkob9Opk/3f1UJY\nGApXRkdDs6RvX+90SFlZKOmzbBlKKgwZgg6nSRPPH9vfwAwx2Pv3UZLh/n2UXUlKkomTWFdue+AB\nqOeXLYsOUxRitrZUF2EWRZe11gMCcL/n5uJ+NRjkda1torhyerp2e/BBmWSVKQPtN9FEIWWt14GB\nztUc05EXJhMmkUIt/ehRDPgdOqA/6t4dz6A/kBJHcfUqCNaaNXimBg4EyXr0UV+fGc7n2DFMWi9d\nQpWO4cO9Q7BCQ3E8cfzXX3evFtfOnRjzhgxBaRxnNaO2biUaMQIirY6Ik0ZEYBK+bJltrcYzZ1Cn\n9+pV9C3+ggJLrLp3J3rvPRALIqLjx3HjX71q3sls2oRZwH//5e18TCaITH7+OWoNWsPEiejgduyw\n/yZPTwf5uHsX52FvcUotMEMI7uOPMZOZMME7FoULF/AArF5N9NhjeCBfeMG/S1+4ApMJAq23b+N/\nU5In0aKjQYyqVYPKftWqKBRcoQKIU/nyWKrXnVHi9xWYYS0TJCslBSRRXVxZ63V8PIhVUBCujVhq\nrVeokD9JgS8RHg6CtX8/0Z49IMrdu8tCntWr+/oMHQMzxIDXrMHks1w5iHsOGeIfv+W//yDAefEi\n+t+33/bOs3ziBCxmkoQ+uHlz9+07NhbX12iEsKqzArg7dmDc3bYNZMleHDsG0dSjR2GBtYYxY3AN\nhBHFH1AgiVV6OjrmqCi5BMvIkVBInzJF/hwzzJSffSYTMCWWLYP779Ah65371q2Q5j971v4yKXFx\nKK3QujXRTz+59iDev4+ZQXg4ztedD5gWUlPRyS1bBkvMsGFotWp59rjeQlYWZoW3boFAKdu9e6gj\nGBwMFW4leVISAt0iYxnMsNAJEqokpOptWVmYcNSurd1q1Ci4JN4dYEY4xN69aPv3w3UoiFbXrrCQ\n5hdIEibJK1ZgwO/YEUTm2Wd975o+dQrhJufOwY31zjue7wfEhHryZBCMKVPc9zwYjZik794NghQc\n7Nx+du6Eq27rVrju7MWSJUQ//gi1f2veoqQkokceAXlzR9ked6BAEqsdO1DyZf9+vM7Oxszm3Dnz\nwf+vv1BL6dy5vFamtDSUqti2Df59S7hzB3FV27ZhaQ8SEmCmf/55uOtcmZH/+ScscyNGwAXpyUHm\n4kXc6Js2Yeb7zjsgh/k1bio3F27LCxfQLl7E6/h4DNrBwWj168vrdevmL8tSfkdWFshsWJh2u38f\nREEQrfr1zetBFoZSM47AZEJheUG0TpxAXdRevdAftWrlv2Vp1EhPB7lauhT3wtChmODVq+fb8zpz\nBgTr9GkQrBEjPE+wIiJQ1DgyEuVyWrZ0375/+gm/Z/1650NVdu1C3PHmzdbr76oxahSsZxs2WB8n\n//gD4TQnT/rHeFQgS9qMHo0sE4H16/NKKUgSslAsZe9NnQqpfmvIykJ66Lx59p9bUhJz69bMEye6\nltoaH48MjsaNmU+edH4/9uD4cebnn0e247ffMkdHe/Z4nkB0NDJ5hFBjs2YQamzSBFko33zD/Ndf\nSKc2Gn19tjrshcEA7ZtDh5Au/umn+D9bt4akR8WK0Ol5802U9PjzT2RA6VmpQGYmNIQ+/BCaSUFB\nyDzbuNG/BRjVuHQJWXsVK0LOZe1a5uxs357T2bPML76IfnP2bPeUkbEGScIzUKkSngN19rsr+Ocf\n7PePP5zfx+7d2Mfhw/Z/JzsbmfIrVlj/nCRBosReBXdPgwqi3ELDhuaaH6+8wvzLL+afOXwYn9Ma\nRKOjIVppS7NqwgTs216ClJODP/+DD1wjVQcPQkpi3DjP6tocPow6i7VrI93X2yJ5ziItDTo5X3yB\neoKVK+P/7NqV+f33cS8U5NIiOgBJQr2+Q4eYly2DAG2/fsyPPgpSXacOJgyTJ0O88vz5/HOPewoh\nIRARfuYZENNevZDWnl+05rKyIFTZrRtS/j/5xH16gM7i3DncdzVrgth7WhA1MhJ6ha1bQ8LHXbh8\nGWOBWhvSEezdC3LliJbimTP4jla1FCUuXcLnPE1g7UGBI1ZJScwlS8oy/UYjBlV1xzB4sOUbZNo0\n5nfftX6cixfxJ9qrIyNJ0HDq18953Q2jEWVfgoIgpucpHDoEC1/duiAh/iTap4YkoSTP6tXQ+mnV\nClo/7dvDKrh5Mwiyv6k76/AtjEZUHti0CQR8wADo+IhyMy+/zPzZZ7B2X7vmnrIf+Q0pKbDoi+oI\n7dqhBI8zNeF8gWvXULC3fHmUqvGVMLLAwYOwvnTvbq6v6AlIEvP8+Rij/vzTffsNC0NdwNmznd/H\nypUwajhScHrkSBgSbEGUTfI1Chyx2rcPomECp06hw1QiIQH1oLSKbaanw5xsrdyLyYRjLFpk/3l9\n/z1zy5bOVy+PjMQsrGtXz80eDx7EMerVgxK9PxIqkwkzmB9/hEJ99eqwSPXrxzxrFvOxY753AejI\nv8jJwcx3zRpYO/r2xfNQsiTzk09ioP7tN3ymMLmMc3NhbRg7Fq6tFi0QFnDnjq/PzDaSk+USYb17\no5/z1UQrNxcT+sBAKLk7Ox7Yi1OncP+OGeM+a6wgVz/84Pw+3noLLmd7ERODa3bjhvXP7d0Li7Sv\nJ9IFjljNmGHObL/9Fu4fJRYuRJkILcybh0HaGpYvhwqyvR3r9u3M1arZVw5HC1euwPX3+eee6cwP\nHABhCw5m/vVX/yNUqamI+Rg2DNa6hg1hUfz9d5i6ff0Q6Sj4SE7GczJrFmK46tcH2WrfHv3L77/D\nVVIYyJbRCHIyciQmoY8/DrIQEeHrM7OOrCxYM+rXxzlv2uQ71e6oKFjRataEVdSTfVhSEiyw7nQN\n3ruH8eL77537floaKoI4UqFkxgzErFmDJMEquHevc+flLhQ4YvXKKzA1Cjz1FIiNEl27ogaUGgYD\n4i5OnLC8//h4+O7PnLHvfITL8N9/7fu8Gv/9h+PZCt5zBvfuIcYkOBizcH9yd9y4AXPz00+jZlqP\nHrBShYT4+sx06ACSkpj370dCxKuv4jkqVQpxlFOmoKC4q+VB/B25uQhsfustuNy6dIElPzbW12dm\nGUYjyEzbtnD7LlvmOyu3t9yDksS8YAHGol273LNPV8mVqL9rb/3FrCyMz5ZKzwksWQKXoC9R4IhV\nnTrM169jPSMDs0pldkt0NNyAWmbRNWuYO3a0vv+334Y7wB7ExOB8Vq+27/NqHDiAG0+LBLoCkwkP\nWWAg4kvcmT3iLLKz8cC//z5mlNWqoYj2li2eN5fr0OEuJCaCaHz6KSZ1pUph4Hz3XUyO7twpuBbW\nrCw8rwMHoo/t2RNZZP6aJCJJCB3p0QP9zcyZiCvzNpTuwcmTPZuxeuQIJurqZC5nER6O/nrWLOe+\nP3MmwmrsndSvXYs4WmuWxowMjJvuDNx3FAWKWMXGMpcpI1/03bvN462YMZvScgNKEkyl1kjM8eN4\nAJOTbZ9LdjaO/emndp++GbZuxc2xf79z37eEK1fgvmjfHuu+hCThQR8+nLlcOcSwfPUVsmgK6uCj\no3AhNxcz8zlzYE0PCkIfMmAA89y5SMn3xyKyriI9HYNg794oXDxmDLIu/RVnz4IQismmLyZzSvfg\npk2eO87164iRmjbNPf2sIFcLFjj+XZMJ1rrPPrPv85LE/MQT8LBYw+TJyL73FQoUsfr7bwRfC0ya\nlPcPe/ppxOuosW8fNKEsdXIGAwI216yxfR6SxDxkCPzaznSaK1ZgVvHff45/1xJycpinT0fHsXCh\nbzvzu3eZv/wSZuQmTaA5ll/SuXXocAWSxHz7NmKyRoyAK6piRRCtpUvtd4vkJ4SFoR+uUQOZhUuW\n+K9GVkgICFbVqugnfRFvevAg4o+GDLFvEu8MYmIQZzZ4sHvcoHfu4Jpt2+b4d6OiMOGwV9/qxAkk\nLVmz7N27B9e0LyyQzAWMWH3xBciUQOvWsIgICIuWls5Fr17wtVuCiPexh+F/9x2O7YxJd/58dEDu\ntCadOIFMieefdz6A3lWkp8Mt8NRTmMGOHg3iqFumdBR23LuHpJFBg5DhGhyMwPANG2xr9+QnGI0Q\n4X3xRViohw9H7Kk/9gFnzsBFGBwMy5u3J6Lp6XAf16kD+RtPICMDiVpdu7onFvDkSUwSTp92/Lvb\ntzPXqmX/ebz2GpK5rKF/f1iFfYECRaz69JE1O+LiQKKUM44lSzAzVOPCBbBtS8w9IsK+VE9mxBhU\nr+64KJ0kyVYcd6Uwp6UhZikoCJ2DtzswScIsZNgwdKTPPov/p7CLMOrQYQmShISXH36AG610aVh5\npkxBWIA/xEO6A1FRyNgODkYVhHnz/DPQf+9e5jZtMFHevdv7x9++HWPTpEmeCbA3GpFF36SJe6yl\nmzZh/AsLc/y7771nvzp9RGMAACAASURBVOD23buYoFvLRD16FC5KX3hnChSxqlZNJiV//gkLjRI9\nemiLpb3xBh5yS+jf375YqZAQMHZHXXiShJISzZqhw3EH/v4bKrlvvqmt1+VJpKUhgy84GBpiM2e6\n73fp0FGYkJMD19C0aSBYZcti8Pn1V/vFif0ZJhPCMAYOxOTrnXegEeZPMJkgC1C/PrwWzlhkXEFM\nDIwGLVp47trMnYvx89Qp1/c1ezYSNhx1Y2ZlYQy05jlSYsoUZKNagiSBFKtVAbwBZ4iVXxZhjo5G\nheuEBBRrHDMGRXM//BDvp6URVa2Kz5UqJX8vIQGfCw3VLth6/DjRoEEozmutkCYzqsU/95x8THvA\nTDRuHCp4//03UYUK9n9XCwYD9rdzJ6qDP/OMa/tzBDExRPPnEy1eTNS1K67DE0+4VmS6oCI3lygx\nUbslJRFlZqIAcVYWiohbWs/OJpIk+4/70EMoIl2sGO5n5VK9rVQponLl0MqXN1+WK4f39f/Wu4iJ\nQT+xYweKKD/6KFHfvkR9+hA1buzrs3MNMTHosxYtImreHAWMu3Xzn3vMYCD65Rei6dOJevcm+vZb\noipVvHNsZhx7yhSiOXOIBg92/zG2bEHB6C1biNq3d34/zESjRxPFxaFwsyP/35UrRF26EF2+TBQU\nZP2zqakYu0+cQPF1Lfz2Gwo/b91q/zm4A84UYfZLYrVnD9HXXxMdPIjXjz9O9MMPRB074vVff+H1\n/v3m3/v5Z3xn7Vrt/fbrB8I0Zoz1469dS/Tdd0SnThEVLWrzdIkIN+CUKTj3ffswWLmCxESi/v0x\nKK5eTVSmjGv7sxchIbi269YRvfYaCJWlG70ggxlEPTwc1eaVy6govCfIU04OSLRWK1+eqEQJ/I9K\noqNeL16c6OGH7a/mzozBQZAzQcy01rOyiNLTiZKTQfSUS7Gek0NUtizu28BAdIRVq2ovg4JA6nS4\nDzk56Lu2biXato2oZEkQrL59iZ580v77wt+Qk0O0ciXR99/jOZg4keiVV+zvVz2N1FSiL78k+vVX\nos8+w9jwwAPeOfbFi0Qvv0zUsyfR7Nnuf6b++YdoyBDcU08+6fx+srMxBr//PtHw4Y59d+JE9C/L\nltn+7JQpONacOdrvJycT1apFFBlJVLq0Y+fhCgoMsZozh+j2baIFC2ANKF8eMyBhnRo/nqhiRaJP\nPjH/XqdOmBm98ELefd68SdShA9Hdu+i0LCE1lahJE6INGxy7Gb/8kujPP9E5Bgba/z0t3LiB39C3\nL9GMGd7pVE+eJJo1i+jQIaJRo4jGjiWqXNnzx/UlkpKIrl9Hu3ULpEkQqIgIkJ2aNYlq1DBfVquG\n+0+Qp4Jg7TEYZKIVHw9rcHQ00f37eZexsejYgoJwLerUIapb13wZFJT/r4mvwEx09iwGxK1bcc1f\negkTnU6dvDfwuxOShAnxrFl4xsaPxyBtrS/2Jq5fJ3r7baz/8gtRo0beOW5yMshPfDwsQtWru3f/\n7iJXV67Ac3HsGFHDhvZ/LyUF1tedO4latbL+2Xv38Jm7dy0Tp969id56i+jVV+0/B1dRYIjViBFE\nLVvCBHnuHNEbb8CcKNC8OdHSpWDRAmFhRG3bgs1qMf9RozAYfvml9WOPHw9Xoz0MW2D9ejDzkydd\nNyfv2QPT8LffEg0b5tq+bIEZroiZM3Ezf/ghjql0r+Z3SBI6ckGgrl2T1zMy8NA3bkzUoAFmQ0oS\n5S+dvr9BkmCxi44GAQ0Lw/0TGiov09KIatc2J1v16mHAatgQ1jod9uHOHUza1qzBAPzqq0QDBxK1\na5c/yeu//4JgHT5M9O67RO+95z03nDVIEtHChXAPTpiA5g3LmiRhAr1gAf7jLl3cu/+//yZ6800s\n27Rxfj8LF8Kyd/y4Y9a1JUuIVq2C0cHW/dq/PwicJa/SsmVEu3fjefAWnCFWfhm83qWLXB9oyRIE\nbQsItXW1uus33yCtWQuxsQimjI62ftzz55EiHRdn12kyM6QUKla0vyyONSxYAM0rT6XkKrFjB4IS\nW7RgXrXK/2oKOoOcHASj/vQTAiFbtWIuUQKBnE89BWHD+fOZ9+xBpqc/poYXFKSn49nYsQP39YQJ\nSAd/5BHmYsUgavjcc9j+yy8ouO2PmWT+hitXkHxTvz4SSj75xP8CxO3FzZvos8uXx33gSL/rSYSG\nMj/zDLIHz53z3nF37cL48/vv7t/3pk3oB13JFpQkPLOTJzv2PaORuXlzlB6yhcOHoQdnKftPyCx5\nswIAFZSswKpVZY2mESMwGAqsXo0q9UpIEjpspc6VEtOno3yNNZhMUDBfvNiuU2RmCJY1bIhCzq4g\nN5d51Cj8htu3XduXLYSE4OFo2BCDXn4lF5KE37JyJWQonngCJKppU0hC/PwztFh8JSqnwzJyc6EY\nvXkzJkRvvIEsuVKlMLHo0gUD7qJF+A/9tYyKLyFJmERMmACtvKZNUenAl6U/nEVEBP7vChWgZ+QP\ngqOShH69UiWQV2/VH7x6FRng33zj/r557lxIMbgygYmJwfjsaBWR/fuh42VLnkeSmFu2RCkpS+jW\nDX2Ht1AgiFVqKnPx4jJjbd3avJDysGHmRIsZs4ratbVZbmYmZgFXr1o/7i+/MD/2mP06GZKEGfi7\n79r3eUtITETab+/eniUB6enMU6dCw2vmzPynoZORIddt69kTs9yaNZGuPnMm0tj9oUPW4TwkCZbE\n3bsh8TF0KCyqxYpBFPeNN5D+ffCg51Ss8yNMJkwqx4xBX9exI6we+Y2Q3roF9fDKlaH95Q/nHxUF\nEdQmTczHIU8iMhIWntGjYe1xJ8aPx8TFFaL499/oex0VvO3XD4TRFpYvh06iJSxYgPvEWygQxOrM\nGdxUzGC3xYvLD5gkQdFVTZImTIAOhhYWL86rgaVGfDweZkc0Tb79FmUEXLlBb9yA5Wj8ePc/QAKS\nBN2WmjVRuyq/lJuRJIi9zpqF+lOlSmHAmDoVtRd1La3Cg+xsPJtLl2KweeIJFGSvVw/E+uuvETqg\nE2tYAzdtkuv6jR2L5yg/4dIlkJkaNdB/+zpMQfShQUEQ4PRkYWWB5GSEL/Tr516CaTKhPNvAga6J\nbX7wAfbjiFXt5k2EzSQlWf9cVhYshTdvar8fGYmJtbeMAwWCWK1Zg86SGeKcLVrI74WEwE+s/DON\nRqjDXr6cd18mE4jLwYPWjzliBGZ79mL3bjxkjiqyK7FnD8jc0qXO78MWLl+G2bR5c+/EbbmKmBjE\new0Zgutbrx5cpJs36y49HeYwGjHBWrkSgrwdOsAV3KoVnuXVq6HonF9d3e6Asq7fY4+hr/FFQWJn\ncfIkYp2Cg9Ev+LrAdVwcLCX16tkeU9yBnByUe2nf3r3lkDIzsc+PP3Z+H0IA9JdfHPveW2/ZV6R5\n6lSEeFhC+/awnHkDBYJYTZ+Oi8qMIOThw+X3fv4Z7gAlDhwwJ19KbNvG3Lat9c715EkM4rZYtMDd\nu4gDcdTHrMTixdjHgQPO78MakpMxs6pUCWZTdaC/v8BkQrDilClw+ZYti/i5hQvzZ6yIDt8iO5v5\n+HHm77/HTL9yZUy6BgyAa/HUKd9bP3wBoxHxlH37YqY/YgSuRX4hnfv3w0rZrBms1b4+7x07EGc0\nbZrn+1aTiXniRObGjTH2uAtxcTA6/PST8/u4dAkWKHvKwwncuoVwFFtxXuHhuFe1agEzw1VsK27a\nXSgQxOr115l/+w3rw4YhgFXglVfyZky8/z7q8mmhc2dYwCzBaMSA/scfNk+LmcHS27SBe8pZLF6M\neLCQEOf3YQkmE8pjBAWhnERsrPuP4SokCcVax4+H9bF5cwSHHj5cOAc9HZ6DJKEj/+MPxEI2awaX\n8tNPI9D7xAn/nXR4CpGRcJ3WrYsg4Z9/tjx4+RMkCeVMmjZFjJA3s/W0cP8+rGnt2ztXS89R/Pgj\nJgnnz7tvn7duYaxwpUzM3LmwFjtiTRw61L6ycr16wVKphdBQGA688fwWCGL1+OMouMhsHrguSbDy\nqFl7gwbaUgdXrmDgtnbhV65kfvJJ+2dAH32EmbCzM6YNG3BOniBVMTEI6m7b1vH6hp6GyGCaOBGk\nslEj5v/9z3ZCgQ4d7kZSEgaSceNA6suWRe22uXPRZ/jaGuItmEwIaejTBwPUp5/alqPxBxgMIIOV\nK2Ny5su4OpOJecYMkBNvuAbXrcMY6E5S+e+/+P+d9RAYjRhzVq+2/zvCamWL0K9aZT2IvUULWKg9\njQJBrIKCkH5rMiFAVWT/hIXhplJ2fIK1arHlqVMR1G4JRiMGeHurnB8+DPOvs1agI0fcp3elxv79\nmM1Mneo/M3ARfD51qqy5M3UqthWWwUuH/yMmBlbt4cNB+qtWRRzNr7/Kki8FHTduQO6gXDm4V/LD\nhCcuDvE6NWowb9zo2z5l924QvYULPX8eGzZgHHRnQsLcufDEOJuIdeAApBQc+f7zz9uOL05JgWaV\npQzgceOQROZp5HtilZXF/NBDIEp378K6I7BhQ97sviVLENynhsmETtKa2XT1avutVWlpCFjcutX2\nZ7Vw9SoePGvaHM7AaEQgYNWq9hNETyMyEnFyjRvjP5g4EdYqnUzp8HcI1+Hixcz9+2NW3aQJ86RJ\nsKJ7KnPXXxAbi2e3cmVo3R044P/P7cGD+I+ee8418UtXcesWJEHeftvzmlciQ9FdwrCShCzMceOc\n38fzzyPuyV7s2gWLk63764UXmFes0H5vyxbmHj3sP6azyPfE6sYNWDaYEfH/9NPye5MmMX/xhfnn\n+/fHzFKNw4fhi7f0pxmNGPh37bJ6Ov8fI0eaq787gqgoEAyt83QFkZHMXbviGt2/7959OwpJgkl2\n4EDMekeNggvX3ztlHTqswWSCq+STT+A2rFQJVpJNm/JXdp2jyMzEpLVRI4RjrF7t3/GPOTnQRwoM\nhAXDVxp9qakgKO3be75PXrMGE2pLkgSOIjER49SWLc59/8oVPB/2io+KjP3Dh61/7vffcU21kJDA\nXLq05+/NfE+sdu2Cdgcz2O/YsfJ73bqZp1cajdBpiYjIu58RI+D7toQ1a5BlYs/A/88/0IByRpAw\nJQUBopaC653F339jxvLVV76dRWdnIzC4bVtY9ObMsT+7UoeO/IbQUOZ586CrVro0tKIWLdLugwoC\nTCbEo3XpAv3AH3+0rZztS9y+jf/k0UdtD9iegskE9fgaNTwf67pkCQwRMTHu2d+JE7BWOpt9OGIE\n4pDtxbx5yNi1hsREuAMtxdK1bOn5OKt8T6yWLEHGADNMqiIV1GTCxY2Plz/7338oAaNGdjYIl6X4\nCKMR37PHLZeYiAdkzx7bn1UjJwdZIyNGuM9yk5sLy12NGr7VpYqKQvB5lSr4jdu3F3w3iQ4dSiQn\nwyXz+uvob9q0gUXdXRYEf8OpUwh0r1EDweP+asGSJISN1KiBscSd+k+OYPNmxNR6ou6fEtOmoRyU\nu0RLZ81CiIwz/29UFJ4Fe12yKSmQVLA1MenVi3ntWu33xo9Hlqsn4QyxesB9NaBdx927RHXqYP3a\nNaImTbB+4wZRxYpEgYHyZ/fsIerRI+8+du4kat6cqGZN7WNs2EBUurT2d9X44AOivn2Jund35FcQ\nMRO98w5RsWKoCO6OCvRhYUSdOxNduUJ07hzWvQlmVKUfNIjokUeI4uOJDhxApfHnnycqUsS756ND\nhy9RtizRgAFEK1cSxcQQ/fADUVwcUadORO3aEc2eTRQZ6euzdB/atiXaupVo40a0xo2J/viDyGTy\n9ZmZIyCA6OWX0U+WLEnUogXR3r3eP48XXyQ6eJDoiy+IJkwgkiTPHOeLL9AfDxxIZDS6vr8PPyQq\nV47oyy8d/27VqkTvvUf0ySf2fb5MGaLXXiNavNj65155BfecFrp2xXX2OzjKxFxptixWQsNKksB8\nRfrvb78hfkeJLl2Y//or7z5eeol52TLt/ZtMMBPv3Gn1NJiZed8+ZDo4MxOYOhVKx+6aRWzeDBPt\n9997X31YknC9HnsM7r7Zs3V3nw4dlmAwwMI9dChm4127whLvK8uJp3DwIEpMNW7M/OefvldFt4Td\nu2G9+uAD39QeTEjAdRo0yHOxX7m58By8+657vCNRUYiXciaDPS0NsV+nTtn3+atX4fmwFvAfFweP\nlZY8Q2IitOk8GVdH+d0V2LEjHtiYGHRK4iYZM8Y84yAtDRdTTVyEP9bSwG+PEjsz3FrNmzOvX2/9\nc1pYtAjyAu4Q5zSZ4PqrWxdBtN7GiRMQWW3cGOZ13d2nQ4f9yMpCoHv//uiXXngBgeDeqDXnDUgS\nQiratkWsy/bt/pmwkpCAWJ5HHmE+e9b7x8/MhBu1Rw/PJT2IeF53ucX++ANjoDOEZfFiTCjsvRee\nfhqakrY+s2mT9nutWjEfO+bYOToCZ4hVAL7nHbRt25ZPnz5t8f2aNYmOHIHba+pUomPHsP2xx2Ba\n79gRr//6i+j77+GKUmLpUrim1q/X3n/PnkSDBxO98Yb181y2DGbuQ4ccc+Nt20b07rtER48SBQfb\n/z0tGAxEb79NdOsW0fbtRBUquLY/R3DtGq7/6dNE06cTDRlCVLSo946fn2EyESUlESUkoCUmEmVl\nEeXkEGVnY2ltPSAA17poUbhXra2XKAFzuqVWsqR73NA6XEdqKlxpa9YQHT9O9NxzRG+9RfT000QP\n+FVAhuNgxm/79FPcc199hd/lT/ceM9Hq1UTjx6NNmuTd8AWjEWPDpUsYvypVcv8xoqKI2reHe3DI\nENf2xUzUpw9R69YYAxyB0YhwnFmzcJ/bwtatRDNmEJ04YfkzixZhXF21Ku97H32E8dFeF6SjCAgI\nOMPMbR36jr8QK4MBD2VGBtEvv2BQX7YMg02FCkSxsXifiGjcOKIqVYimTDHfR5cu8BH37Zt3/zdv\ngpjdu4fYJ0tISyNq1Agkqa0Dl/LkScQa7dyJGAtXkJVF1L8/1v/8EwOoNxAeTvT55yBykyYRjRlD\nVLy4d47tz8jNRbxMWBjun4gIxJglJMhL0VJTQWoCAxEXWKECruHDD+O+e/hh83XltocfRodmMqFz\nMhotrxuNRJmZOJ6llpODeMIyZXAeQUFoVatiWaWKvK1KFcQN+dNgWFARF0e0bh3R8uUg3kOHEg0f\nTlSjhq/PzDVIEn7XZ58RVa+OyXCrVr4+K3Pcu0f05psYb1atIqpd23vHZiaaNg1xvnv2ENWq5f5j\nXL1K1K0bfpujscFqREURtWwJY0XLlo59d/t2osmTiS5etE1gTSYYIjZssDzmRkcjri86Ou/4vX07\n0dy5noulc4ZY+Y0dIiqKqHJlogcfBAlq1Ajbr13DzS9IFRHR4cNEP/1k/v2YGKILF4h69dLe/7Jl\nmCFaI1VE+IO6dXOMVCUkIGBy+XLXSVVGBtELL2Dw++03XA9PIzERM4ZffsGs6uZNBDAWFmRlwTIo\niJN6GRuL/6N2bXSGNWoQVauGWVlgoHkrX95/AvkNBkwUUlLwH0dHy+3mTViHY2Lkbbm5IFnVqhHV\nrUtUr575skYN//lt+RmVKhGNHYt27hz6phYtiDp0wPPXq1f+vM4PPIBg5P790Zf06oXA46++wnPh\nD6hVi2jfPiQbPPYY+mx7rCruQEAA0ddfo5/o1g0eEXeT6UceAbkdOJDo1CnLSVz2oFo1om++wX16\n5Ihjk67nn8dv3baNqF8/658tUgQTiz/+sDzuBgUhme34caKnnjJ/r2NHJFWZTP7z3PiNxerff4ne\nf5/ov/+QUTF4MB7KVavw56xbh89lZICAJSZihi+wfDnRrl3y55QwGPBAHTgA1msJyclEDRrgz2vQ\nwP7fNXAgbsLZs+3/jhZSU/GQ16+PztbTN0lmJtH8+XCrvvwy0f/+h99RUGEwEIWEEF2+bN7Cw0Ec\n6tTBfSIIlFhWq1Y4XKGZmSBaERFEoaFod+7Iy7g4dNRKwhUcTPToo7hnvTEJKKjIyEDftXgx0f37\nCAMYPhyWn/yKxES4ZzZvxgD91lv+5fY8dgx99xtvwH3mzWd81iyErhw86Jk+97vviLZsAXl76CHn\n92Mygex88gnGY0ewbh0MIIcO2f7sjRsgm+Hhlse9adNg9fv667zvNWiA3/voo46doz1wxmLlN8Hr\nGzcy9+2L9ebNUQaFmXnyZJRZEDh4EOKeavTta1n6fts2aHPYwv/+B2VlR7B2LUoquJpxkpSEAtTv\nvuudDJv161Ff8OWXma9f9/zxvI3ISPzv33yDjJzmzZmLFUPR7n79UHR23TooBvurJo+/ISsL98rO\nnaiL9tFHeO7q18e1bd4cJaa+/hrln27f9t9sMX/GuXOo9lC+PK7v33/n7+t4+jT6tscfl/t1f0Fs\nLDLqunTxfgWLr79GYpAnil+bTEiW+OAD1/e1bx8SqBwVhzUYIK5tb3ZhixbW9Rn37dMe+5mZX33V\nc5phlJ+zAhcsQGciSVA1FunJL7wA0iXw7bcQBVMiM9P8O2r064eUZ2tISEBJhNu3rX9OiagoyCDY\nm1pqCfHxKB3x/vuez6qJj8dN2LAh6p8VBJhMzJcvQ7jwjTfQCVSowNyzJwpx//YbHm5b1dR1OI+M\nDAyav/2G+pC9e6NTLVkSWWNvvYXM3kOHCk5WnKeRloZ+q2VLDMBLl/q38rk1mEzMy5cjtX7kSP+S\nnzAaMdGqVcu9xY3tweefQwLIHVnkaiQmQjLImex2Nfr0Yf7uO8e/9913zEOG2PfZb75hHj3a8vtZ\nWVADSEnJ+97MmRg/PYF8TaymToVycXw8c9myMsGoW9fcotKnDywNSuzYAVkALcTEYH9af4YSU6Yw\nv/OO9c8oIUnMzz4LK5criInBTH/iRM+Tqi1boDHy4Ye+0XRxF7KymI8cQdmi55/HzL5ePTzAS5ZA\nGyU/z/ALEpKTUXJiyRKUqHr8ceYSJXDPv/MOyMKFC7qUhzVIEvP+/SCropSVsgpFfkJiIuRzKlfG\nPeFPz+maNdBv2rHDe8eUJLkWpSf+01OnoADvakWAGzdgeHC0fE5CAvpne6yBISEg3tb6gqeegqyH\nGnv3Mnfo4Ni52Yt8TayGDkUne+oUZmjMmNkWLw6TIjNuwsqV85arGTEC4plamD0bVgxriI2FhSMs\nzPrnlFi6FFYmV9xIUVHQVvn0U8+SqoQE5sGD4bI5csRzx/EUTCaUMJo2DQ9PiRIoIfLBB5iNRUX5\n+gx1OIKcHPyfCxbg2WzUCDPRzp0xwVi/3rFnsTDh0iVZfHTsWMcs7P6Ec+dQrLhdO8/X1HMEJ05g\n8vnjj97T5JIk3PetW9tfxNgR/PQTiJurk+lx4xCq4ihGjbLfANG6NSYRlvD11zgPNRITYR33xAQt\nXxOrXr2gpP7nn3DdMeOBa9FC/szt28zVqpnf8CYTtt24kXefksTcrBnzgQPWL9zEidZNkGrcuYNZ\nwOXL9n9HjfBwxPu4u0CzGtu3I5bq/ffzlwsmOxuxPCNH4v9t2BD/0+7dlgty6si/SErCf/vVV3D/\nV64MN8awYYidLKiFjp1FZCTiTwMDIUDqT+TEXphMcB0HBeHZ9hc3Z2go3HOjRsmTek9DkkAY3Fmx\nQ7nvAQNcd5UlJsKid/GiY9+7dg3Psz3/74wZ6PMt4cQJkEQt1KuHmFl3w+vEiojGE9EVIrpMRGuI\nqJi1z1sjVs2bYxbz3XdwVTEz//orytwIrFyJYGslTp3CjFcLp07BlWjN3Hz/PqxV9nbcJhNm1rNm\n2fd5LYSG4iaYOdP5fdhCUhLiWurWtU0s/QUJCRhEX3kF7tsOHXA/FMTgeh3WIUlw6S5YgGc+MBDP\n+ciRmHx5IiYlPyI1lXnOHMQHde6MhA1/cq/Zg9hYkMPGjX1TYUILKSmY7Pfo4b0SXpKEicSzz7qf\n0CUkoLTPnj2u7WfePAT7O2rN692b+ZdfbH/uzh2QN0u/32DA2KDlkuzf33ICmytwhlg5nfwaEBBQ\nnYjeJ6K2zNyUiIoQ0UBn93f/PrSCQkORyk2EVPimTeXP/Psv0ZNPmn9v1y6iZ5/V3uevv9pO8f3u\nO6Tb2pvW/OOPSPkcP96+z6sRHw9V4vffJ5o40bl92MI//xA1awZh0YsXUajSXxEWhmvarRvkDjZs\nIOrdGzpLR49CqFRomukoPAgIgG7NmDG4J2JjidauJWrYEHo3DRpAR2zcOCg3p6b6+ox9g9KlcQ1u\n3yYaNQrinK1aQeKAvaek4xIqVYIQ8vTpEHeeMgXitr5EmTIQnmzYEGrmd+54/pgBAUQ//wyh1VGj\n3Pv/VagAbbFhwyAr5CxGjoQkws6djn1v3Dh57LQGIXtjqbBy0aIodK71fps2RGfOOHZeHoOjTEw0\nIqpOROFEVIEgNLqDiHpY+44li1VODvODD2Km1bOnHDzYqxdmYAJt2uTNZHvqKe1gw6wsWKLu3rXM\nRCMj8Rl702yvXIEL0Nm4huxs1EP8+GPnvm8LKSnMb7/NXLs2gvn8FZmZsD4+9RSu5/DhSM/Xs/Z0\n2AuDgfnkSWQJP/MMsoK7d0dsTEiIr8/Od5Ak9JmtWiFWdcsW/6zfZwnR0cwvvYTYU1ezrd2F+fPh\nrvRWFnVaGsY6pcyQuzBmjLkXyBns2AHrsSPxxZKE/3TfPtufnTXLeiLZnDmIq1Zjzx7mTp3sPyd7\nQT5wBX5AROlEFEdEq2x93hKxuncPcUDMiKURftIaNWQSk5GBoGVlAJ619Mu1a9HRWsPYsUjHtwcG\nA9LGf/7Zvs+rIUnIWnvpJc+Y6kNCYEofNsx2BqQvIEnoKEePBpnt0QPZndaqmuv4f+x9d1gU1/v9\nnQUEpEkVRIoiVuzGrlijxhJLUGOvSaxRo0ZjjTXYTewliSb6scfYG2rsDQv2XrBgB1E6e39/nN98\nd1lmdmd2Z2d2Yc/z7IPC7Mzs7My95573vO9rg1AkJ4NE9OsH83GpUqizdfSofD4ZS4JajetRqRJI\n1u7d1kOw1GpkMzOb/AAAIABJREFU6Pn5IWHFEurM7dmDENX//ifP8RISYOP44w9p9/vpE+bYTZuM\n34dajcXMb7+Je9/y5cjqN4RHjxD65/ve4+IoDQvL/fu3b7HAknp+lZVYEUI8CSGHCSG+hBAHQsh2\nQkg3ju2+IYRcIIRcCA4O5jzx8+fB0NVqZAEmJ8PA5+SkuUhnzmCA0MbRozD7caF9e9RN4cObN8LT\nQClFbLlhQ+MHp19/hRHfHKpMTAzSVI0lfeZEQgIyNiMi4Cv7+WdbxpcN5kV2NmpqTZqELCMvL6zS\nN2xA+Yf8hOxs1AEsUwYerJMnlT4j4XjxAt6cmjXhvVEacXEQAJYuled4N2+CzEldVPXECXwOU5KA\nYmORVCQm4SA5Gf6o168Nb1ulCuZ3LmRnU1qoELfPKihI+nvFGGJlSoOBJoSQh5TS15TSTELINkJI\nbY5Q4wpKaTVKaTVfnpber18jzv7+Pcrvu7rCM1C8uMYfdeUK+mlp4/hxxFt1kZKChoxt2vCf/IoV\niOf7+xv+oC9fouXBokXGNak9cYKQqVMJ2bpV+obKy5ejT9L//oc+Y5aAjAx4PNq0QQuha9cIWbwY\n7WQmTjRP81EbbGChUsFvMXkyPBdXrqCf2Jo1aMnTvDn+nR98WSoVIe3bE3L1Kpo9f/01xr1r15Q+\nM8Pw9ydk1y5COnYkpEYN7nZlcqJ8ebRnmTULvQbNjdKl0RLmq6/QHkgq1KkDn+/Uqcbvo0oVePl+\n/134e1xd4YfetMnwti1bErJ7N/ffVCr05D1/PvffypRBI2qlYQqxekIIqckwTEGGYRhCSGNCyE1j\ndvTqFYjV06eappT37qH/GAs+YlW/fu79HTiAgdXbm/t4mZmY6IcNE3Z+o0djUCpbVtj22njxgpBO\nnTCQh4WJfz8fsrJggF+wAMStYUPp9m0skpIImTkTxGnhQgzo8fFIIqhf37L6hNmQf1C0KEy3e/ag\n2XuvXoRs2waS1aEDzPGpqUqfpXlhZ4fPffs2klkaNyakZ080GbdkqFRIFNq3j5AJE9A/MSVFufMJ\nCyPk2DFCli7FGGdufPUVxtFu3WBqlwrR0SBFN42asYHx47GfjAzh7+nalZC//za8nT5iRQgaaJ87\nl/v3ZctaObGilJ4lhGwhhFwkhFz9//taYcy+WMXq2TPhxCori5DTp8G+dfHPP/o7am/ejGwPXaLG\nhePHCTl8GA+1WGRmYrX17bfIdJMKiYm48e7cQaak9nVSAq9eEfLTTxh0bt7E9Tp6FAO5q6uy52aD\nDdpwdUXj3X//JeTRI6ygly1DI9wePUC+MjOVPkvzwckJROXuXSyAqlRBU1uls/AMoUoVQi5exHnW\nrYtsYqVQtCghMTFY1C5dav7j/fILIR8/EjJtmnT79PcHMRo61Pjsw5o1MY/+9Zfw93z+OeZ2Q1mW\n1aoRkpAATsAFfcTKFLIoFUzSECilkyilpSmlEZTS7pRSox7P168J8fODYsWWPbh7FynVhICpx8Xl\nJEKXL2Ng0FWlMjMhH7dty3fOhMyfL0ytyspCuvfcuUhrFouRIwkpVAg3sFS4exc3dJky+JweHtLt\nWyyePMGDWbo01KoLF5AKb4yyZ4MNcsPTEwrIoUMYjD/7DJNXkSJQuP77T1qVwJLg7o5Q0PnzeEVE\niE+hlxuurpjEe/TAGHjkiHLnEhICcjVzJsoYmBMODgiDLl+O8kJSYdAgRFS2bjV+H2PHYn4U+pw4\nOEBsWL9e/3Z2doQ0aoRnkwuffQZipUsK80IoUDIYCgU+fAiC4uWleQ+fv+q//6CcBAVxH+vUKXi5\nWrY0fF6LF4PwRUWJ+zyE4MbZvRsDgVQhsMOHsVobMQKrJXt7afYrFrduITRauTIhzs64kRcvRv0R\nG2ywRvj7EzJkCMaH8+dxLw8diro606YhhJgXUawYIdu3E/Lrr4R8/z18kXLUbDIWDINF8bp18IsJ\nqY1kLhQvDnI1aZI41cYYBATAR9uzp3RqnYMDfMMjRhDy6ZNx+2jYEL5oMYSPDQca+t6aNCHk4EHu\nvwUEEOLiAi+2NsqUwSJJ6RpuFkGstEOBrGKlTazE+KsMhQEXLMCAaWen/5zevMGAaoxhPS4Og9S2\nbSCEUmDZMpjUN2wg5JtvpNmnWFy8CJJZvz7I6717iLELSQCwwQZrQWgoIWPGYNzZvh0LvogIeF32\n78+bKlaLFjC016oFNWDSJMv2nTVqBBvEmjUgG0qda3g4Jv8ffzS/ub5+fRSV/uor6UK3DRrATjNj\nhnHvZxhCfvhBnJm/Zk1Eli5e1L9d06ZQrPhIElc40Nsbi32lF0IWRaxYxSolBcSGVZ10iRWl3IqV\nWo2BkI9YPXkC1ad3b8PnNHs2SETp0uI+S2IiBuCFC1EZ2lRkZWElvXChcib1uDgMvG3a4CF8+BDh\nTU9P+c/FBhvkROXKWNQ8fkxIs2YIfZQogRDQy5dKn520cHTE57t0Cav+smUxniq9+udDaCghJ09i\njKxXTzkjfpkyINzDhmExbU6MGIEw5PffS7fPOXMQZrx717j3d+qE++XKFWHbMwxUq3Xr9G9XvDhU\nKb4MVj6flSWEAy2CWL16pfFYFS0KKTo0VKMq6RKrW7cQb2fDhizOn4d3gI8MrVmDm8CQX+rlS0JW\nrYIhWwzUarTHadkS6pKpyMhA1tLdu8qY1N+/B6lr0oSQVq0guw4bhpvdBhvyE9zckIQSGwtl4v59\njDMdOyIclJdUrOBgpMSvXAmi9cUXxk+65kbBgpqwYI0asIIogfLl4VEbMACtcMwFhkE239GjmM+k\nQGAgFLfvvzeORBcoQMjgwfAuC0XXrghtZmfr305fONCSDewWQax0Q4GGMgL5/FXbtkEt4gKlhPz5\npzC1KjoaX7wucTOEadOgWM2ZI+59XMjMRPaSSoUHVU6TenY2BtUyZbAavHkTRkdHR/nOwQYbLBEM\ng1DZqlXIKoyMRJZdqVIIh5jSh83S0KQJxt7GjREiHD+ekLQ0pc8qN9hw1Nq1WDj/9psyKlvlykgo\n6tcP5SHMBXd3GM5HjiTk+nVp9vn994hEGEsKv/2WkB07hIfgSpXCXH/4sP7t2HAgF6pWxf2pm8Vr\nCYqVSS1txL64WtqkpFDq6IiqrE5OqGw+ezalw4bh74mJlLq4UJqVpXlPt26UrliRu0JqyZL8/aWO\nHUOvIkOV058/R0X258/1b6eLvXtRzVbs+7iQmYlO3a1aoY+inDh1Cq17atdGdV0bbLBBP9RqPDdd\numDs+P57/T1KrRHPnqGbRalS6IJhqbh/n9Ly5dHaS+6xk8WpU6iYzlc5XCqsWoVuHlK1/DlwAG10\njG0zNmgQpePGCd9+3jxKe/bUvw3bpobvu4yIyD1PxcRI2zOQGFF5XaG8Mg3evoXhLCEBTn+GAXMu\nVQp/v3ULkru22fzcOUiX2njwACn/VapwH2f9eoTpDBnRFyyAWhUQIO4z9O6NEIGY93FBrYY5/f17\nrB4KFDBtf0Lx/DkMuzExqJvSrZtxVebzI7KycO8lJuKn9r8/fMDf1WoogWq1/n87OiLUWrAgXtr/\n1v2/lxeMmjYoC4aBolOrFlT3hQsxDrVogeLCUngtlUaRIlBJNm+G1/K776BgOTgofWY5Ubw46ht+\n/TUsGVu3QuGRE7VqIcmoY0eE7MqUMc9x+vTB55s9W7xthQtNmyKMtmIFLCBiMWAA6lRNniwsY71D\nB5jms7P5k8m8vJC5eukSQr26qFQJqpX2vB8ejqiXklCcWL17h4v38iUhhQvjd0+e4AsiREOsWCQl\nYfDS9VEdOID3cJU2yMxEdWWuEvjaSEqCxG8oW0EXo0ZpsuVMAaWQtG/dQlzZycm0/QlBejrI5OzZ\nhPTvj2MbU7Mrr0GthvcvPh73o/bP589BfFkSlZaGwdvDA1mgHh6af7u7Y/JRqfCys8v5b3t7kGc7\nO0zQ6el4JuLjkcSRkoJUaN1/f/qE7Rwd4U8sXFjzU/vf7M/AQFuxVjkQGIiWJ+PGwfTevDlsDKNH\nIwPL2hcrUVEo+dKnDyG1a6PMgNgEH3PDxQXZ4QMHgizs3ZuzVI8caNQI90HLliB67NwmJRgGBUqr\nVkWmYMmSpu9z2jQsCPr0Ee+lLVcOCWcHDsCXZwjBwcgoP3cOZJQPdeqgDAoXsSpfHu2atBEYiLEx\nJUX6FnJCYVHEik3bf/wYmQ+E5CZWFy+Cpeoy4gMH+P1VBw/ipjNUZ2npUtwQ7LGF4OhR7F+KWPfU\nqZqq5eY2iFOKOlvDh2NFZQkV3OVGejrur7g4tPrQJlDPnoFgBgdjsGB/1qiB1buXl4ZAuboqM2FS\nCmL36hWeH/bny5fIpImJ0fz/2TOca1gY98vX1/onfUuChwdU9WHDULNnwACQ7NGjkbVsqNyLJSMg\nAEbt5ctBsiZOhHnZklpW2dmB2I4ciUzqgwexyJATPXsi+tKmDUz15lgoh4SgK8g332DuMPU7qFQJ\nAsHixbhXxaJ3b5jrhRArQpAUtWuXfmJVuzY6JQwfnvtvERG5ze0qFeb6hw9B9pQAQ2V0+VWrVo1e\nuHAhx++2bcOqp2lTTHDLlmGl/+ABJq927RCa++orbD97NiaJBQs0+8jMxMRw+zb3yqBbN9TOGDyY\n/9xSUyEjHzgAFiwEaWlYjUZH81d6F4qFC3EzHz9untWNNj58wGru3DkUBmze3LzHUxpqNcj61as5\nXw8eQGYuXx7kMiREQ6KKFlVutWMOqNVQ2u7f535lZmpIVqlSuK8rVQLZtmYSYClQq2HujY5Gss6o\nUZiE5Ar1mwt378Ji4eaGnqBiE37MDUoRmtq4EQsNtk6inMfv2BGketUq8yxesrNBPvr3h3HeVFy9\nivn4wQPxY2BSEsbRe/cI8fExvP2JE5iXL1/m3+bBAySrPX2a+/rFxyOZJCEh5++/+AKLmdatxZ0/\nFxiGiaWUVhP1JrGmLFNeXOb1lSthNJw4kdJJkzRmddZkXro0pVevarbv2JHStWtz7uPECUorVeI2\nnn36RKmHB6UJCXr9aXTpUpjFxWDSJErbthX3Hi78/julwcGUPn5s+r4M4fx5SsPCKO3fH9cmr0Gt\npvTOHdxX33xDaa1aMD8WKUJp8+aUjhqF++fSJUpTU5U+W8vBu3e4NzZsoHTyZErbtYOR1cWF0ho1\nKP32Wzwjp04h0cQG46BWI5Hm889xff/6K2dijjUiM5PSqVNh2F6/Xumz4UZ0NKXFi1P64IH8x05O\nhsl60SLzHePKFVz/Fy+k2V/btpQuXGjce7t1o3TBAmHbZmZS6uVFaXw8/zZqNaWFC3MnhKjVmN9f\nvcr5+8GDhZ+DIRAjzOuKE6voaEpHjsQkuGQJpXFxyN6jFNkOjo45J8DixSm9cSPnPiZOpHT0aO6L\nsmEDBjF9yMzEfk+c0L+dNm7epNTbW/8NIQRbtlDq70/prVum7ccQsrMpnTMHD9+mTeY9lpxQq3E/\nLF1KaefOlAYEIDuzSxdKf/0VmTlv3yp9ltaLxEQQgd9+o7RvX0qrVqW0YEFk4EZFUTpzJv5uI6ni\nceQIpTVrYtLdscNwxrKl48IFLIQ7dbLMZ27RIkqDgsw/1nLh3j1K/fwo/e8/8x1j7Fg8k1Lg/HmM\no8ZkCB4+jMxMofdzly6ULlumf5t27fhJe926yATUxrx5lA4ZIuz4hmAMsVI8Kq7rsXryBKEYQiAB\nFi2qiU2/ewcfia5Jb/9+VEXmwv/+Z7hY59at8M3UqSPsnNVq1O2YONE06Xv/fsiVe/ZosiDNgVev\nYKLcsgXhP2N6H1oK1GpI1YsW4XP4+8Nsefo05OvjxyEPr1uHzJbISPmNq3kJHh6Q4QcPRijjwgXI\n/du2Ifz96hUSLnx8sN3Ysbif81I9J3OhQQOYcqdPR1ZX3bqEHDum9FkZj6pV4YH190cY+dQppc8o\nJwYNIuTnn+G5iouT99hhYbC8dO6M8ckcmDABITUpCpRWqwaLhDFFSCMjCUlOFp4E1rIl/L76ULs2\n//3EZWAPC1O456VYJmbKi0ux6t8fbLVGDUpPnoRq9e23+Nv27ZS2bKnZ9sABSuvXz/l+ts4FF7N+\n945Sd3dKk5L42ahajTDizp382+hi1SpKP/vMNAn/xAmoR2JUMmNw8CDCYD/9JF29E7mRnEzpxo0I\nA3t7U1qiBNSTtWvzXr0ga0VyMu61iRMpbdiQUldXSitUQG2bDRtQB8kGfmRl4X4ODUXI+uJFpc/I\nNOzYgfFt/nzLU+I2bEBoia/moTkxaxZU35QU8+z/8GGocvrmPKE4eRLhamPmjZ9/xrMvBOwcru+a\nnDpFaeXK3H9bsoTSfv1y/u7qVainUoBYYyiwQweEpkJDIZf++COl06fjb7/8QukPP2i2nTGD0hEj\ncr5/yxZKW7TgviCrVmH/+rBvH6T47Gz927F4+RIDxqVLwrbnwqVLkIX37zd+H4aQkUHpmDGQcw8d\nMt9xzIXERPhP2rYFOW7eHL6pp0+VPjMbhCAjA4UkZ8+mtE0b+CiKF6d0wAAsYj5+VPoMLRPp6Qi7\n+vsjpHbnjtJnZDwePACJ6NABz7Ml4d9/MY4fPy7vcdVqWBZ69DAf4ezbFx4jKdCwIaVr1oh/36NH\nWAQLtQjUrUvpnj38f09LgwWBy995/DiEGW18+oSC40LndX0whlhZRCjQ0xOu/sKFc4YCdUstXLgA\niVIb//0HSZ0L69ejUJw+/PIL0qKFpqkOH4402kqVhG2vi5cvkamweLGmVpfUePgQKbNxcSis1rix\neY4jNd6+RWZRy5bIztu0CVmhjx6hFk2/fvJn9dhgHBwcUJpi5EikSr9+jYa+xYqh9Yu/P8L3CxYQ\ncueO5Tb6lRts37V791BYtHZt2A50s56sAcWKIevLzw/jttAmvXKgTRvYBdq352+ZYg4wDELqV66g\n9Y45MHs27C2nT5u+r/HjNUU8xSAkBEU7t28Xtn2rVvrDgY6OmHO5egNGRKDckXa/zoIFUV1AaIsd\nySGWiZny4lKsKlaEoc/FBf+vU0dj8KtZE8ZYFsHBlN6+nfP9lStDJtRFQgKlhQrplxfPnaM0JES4\n1HnoEJQ1Y1fbWVlYAUyYYNz7hWDjRqzE5s2Thq2bG/HxWKE3aQJlqn17mBSlkLJtsFwkJVG6dSsk\n/CJFoGYNHozWUOYKk1gj3r5Fco+3N5JPrDWcv24dpT4+lP79t9JnkhPHjmG83LdP3uM+fIhwpLkU\ns40bEYnJzDRtP2o1Mqs3bxb/3vXrKW3WTNi2V68i7KgPI0ci+5QLgYG4ptqoXVuaZAFijaHAkBBk\nboWG4v+hoej3RGnO9FG2DIM2WfjwAfIgl79q1Sp4cvShVy9kJQpBVhY8I1u2CNueCxMnUtqokXnS\nq7OzKR0+HP4jJbwDYpCRQek//yCE6+UFWXzbNlt4KL9Crab08mVkGNarB79Fy5aUrl4Nn6QNCAl+\n/jkmS+3FpjWBnTzHjrWsRZ9cfldd7NyJ+c4cYVK1mtLISNgnTMWmTdiXWHz8iGdZyDOsr6QCi//9\nDwtvLjRqlNta07kz7CSmwhhipXgoMDGRkIwMFPiklJAXL1DZNzkZbTvYYpnXrqGPkXbI7tw5dBR3\ndMy935079RcHe/cObQ969xZ2nn/+iSJvfNXdDeHQIUjA69ZJX3AxPR2Zjxcu4JrohkstBQ8eIPsp\nJISQOXM0GTJr1iDkZ+5q8zZYJhgGBUnHjEFW3OPHKAq8axcqKLdujerlHz4ofabKITyckH37CJk0\nCc96r17IyLQmREQQcvYswoPt22OMtwTUqYOMvQ4dUGRaLrRqheLMxvTlMwSGwRg7aRLmUVPQti3C\n9WK7i7i4oLXPrl2Gt2UY2Ff++49/m8qVYW3hQng4zlEbQUHmy8A0BEWJlVqNhys1Fena794hNurs\nrKmKzVZavXo1d0X0U6fgQdBFWhohR44gDZ8Pa9fCy+Pra/g8P35EaYW5c42rnJuQQEiPHjgm27ZH\nKnz4gCqzGRko3+DpKe3+TUVGBrxSTZvCc5OaCpJ54gSuSV6qbm6DNPD0hDdy2zYMjJ06oXJ2UBAm\n5I0bTZ8srBEMgw4UN25g3IqIQBsusf4XJeHri+ffxweE5tEjpc8IaNaMkJkzMZa+fCnfcefMAdnc\nuFH6fVerhtIHc+eath8HB1R1X7pU/Hvbt8dzLASRkfqJVYkSWExwlXIpWRJdALSRb4lVcjIm1vfv\n8aA9e4Z6UoSAWIWFaba9dg0DiTb4iNXhw1gBe3tzH5dStM757jth5zl7Ngzy1asL214b2dlYYX7z\njfQm8hcvwPJLlULXeWdnafdvCu7cQduOoCA8kH364CafPx/Kow02CIG7O1pS7dyJSbh1ayQ4FCkC\nwrVtG8h6foKbG8akw4dRp69mTcMN5i0JBQoQsnIlIX37okfc8eNKnxHQuzfa87RqJR9xd3FBktWQ\nIeYhAdOno12aqckP/fvjPMWqjK1aoZWQkOtpiFjZ2SGhg6v9TXg4N7F6+lTc+UoFRYlVUhKc+2/e\ngFg9f56TWBUvrtlWV7FSq9E4mKt5o6Ew4NGjaOJct67hc3z6FMUoZ8wQ9JFyYepU/Jwwwbj38+H2\nbZDKqChkGFpKP7cjRyD/1quHFfbx4/jd11+bpwmpDfkHnp6Y/PbtQ9Zco0Z4NgMCkDF6/nz+yi6M\niMBENGQIstwGDsQi1RrAMIR8/z0sFh06QNW2BEyahOvauTMhWVnyHLNqVWSb9+ghvfpYrBjCxpMn\nm7afokVRWHXdOnHv8/IC8d+3z/C2ZctCjdJHhipX5iZWJUvaQoH/By5ixabT37+vUawozU2sbt6E\nIqXbsJhSxHT1EaulS6FWCQnrjR+PdOeQEHGfjRCsKFeskN5XdfYs2P2ECYSMG2eexp5iceIEJrr+\n/fEgx8cTMmtW7ir5NtggBXx98VwePoyxICwMzW6rVsUzZyn+HXODYTAh37iBf5cta56wkrnQrBkh\nBw8SMmKE+coPiAHD4P5JTydk6FD5iPro0SBVpobtuDBuHJTdW7dM28/AgYQsWSL+mrRvDz+zIahU\nxvusihUDIcvI0PyuaNF8SqwSE9Eyw5Bi9eIFiImfn+a9fGHAy5ehjPC1iElIwIPcvbvh87t4Eb6l\nMWPEfS72ON27w1cVECD+/XzYvRvy6urVCK8pjbNnMTh2746Qza1bGOgLFFD6zGzILwgIQCud+/eh\nLO/di4XQd9/xm13zGjw9oVz/+y/UiU6dMK5aAypWxMJs0SIktyitOjo4oP3XyZNYHMoBOzsY6GfP\nFm8SNwQvLxBXU1WrRo1AXE6eFPe+L7/EvKVNevhgKBxYqRL3M12gAIjUw4ea3/n6wh+dkiLufKWA\nxSlWXB4rVq3SVmb4iBUbBuRTcVavhgHUw0P/uVGKHmiTJ8PnIQbZ2SAZffsS0qSJuPfqwx9/YJ87\nd8J4ryQuXgTBi4rCiuT2bRA9e3tlz8uG/AuVCllW//wDT2ZgIAb16tUJ+f33/GF4r14dz2ZQEPwo\nO3YofUbCEBoKchUTgzFOrjAcH9zd0fNy8WJ4i+RASAg8Ub17S//5hwyBBcaUHokMg962S5aIe19A\nAJTUw4cNb2uIWEVEwEuVlpb7b7o+K5UKY4ASPiuLUax8fTXm9exsVGBnw2/XrgnPCNTnr8rOhswr\nxLR+5AiIXt++4j4TIXg4srMRr5cClGKfU6bgpqtZU5r9GoO4OJRGaN0ak9jduwjJ2BQqGywJRYog\nVP7wIZ7D7dvR0WHwYITN8jKcnZFttnEjvDu9ellHU2xfX0y+CQkYY5RQGrQRGAilZdgw/ZO9lOjf\nH8kJ8+dLu18XF0ReJk40bT89e0IRFps5KTQ7sHx5dGl48YL7705OIFBcqp4llVywSMXq6VM8ZKzZ\n+erVnBmBb97g4StXLuf+nj9HOIDPlH7oEPZbtarhc5sxA+EFsQrMkSPwcEnlq8rOxmSweTPIJF+I\n09y4cQMels8/Rxz83j2cF1cNMRtssBTY2UHd3bEDNgFvb4Q0WrXCCl7psJM5Ua8eWqcULAj16sAB\npc/IMFxcEM708oLa//atsudTvjwhGzZg7JODkLMtb6Kjpa+p9d13qHV44YLx+yhUCBGf1avFva9d\nO3yvhsz5dna4b43xWVlSyQXFiRWrWHl7gxgFBOTOCNQttXDmDCRvXeKyZw8mfgcH7uOtXy/MW3X+\nPL6grl3FfZ43b7D/NWs0IU1ToFZjtXnzJm40Kb1aQpGYCALVoAEI6f37WAVbUmkHG2wQgqAgQn7+\nGWUb2rZFWKN6dfRVs6ZaUGLg6orQzerVyJwcOpQ7jGJJcHBAtmC9eljEyVlXiguNGkEBbNlSHt9a\nsWJQWb/5Rlri7+QED5upXqsBAxD50e7NZwjFi2P+OnXK8LaRkSgUzIdKlfhLLnApVvkuFPjhAx78\n9+9BsF6/RpafNrGiFMxdtxnzZ5/l3t+hQ/yNjdPSECaMijJ8XrNngzzwETQuUIqBq0sXaZorsx6v\nR48gRxvyhEkNSmG8L1MG8f5bt9Cs2lYd3QZrh5MTntXr15H1O3s2PCCrVyMbLC+iaVOoV8+fo1Dv\nzZtKn5F+MAxUm86dsajjCw3Jhe7dMXd07SoPCR84EPOj1GUo+vTB/GmK+lalCsKVYk3sLVsijGgI\nNWsiKYoPZcty37/FiqFrgzYCApS5dxQnVgUKQKr++BGTtqMjyERoKLZ58QLqiHZF8YsX8eVqQ61G\nfJ6vCOf+/ZDDDSlJDx5gP2K9VStWwBc2bZq49/Fh1iwQxR075FeHrl7FSvHXX3H8ZcsgzdtgQ16C\nSgVz++nThCxfjnB7WBgh8+blzXINnp74jIMH4/levdryQ6ETJiARqGFDkEIlMWMGIZmZ0nl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T0Iyo8/mjcbrW9fZKJK5bXq0QPFQo1t/9K6NSJFQlG3rmGfVfnyWGxzeRRVKnhvdZVTXcXKwwPP\nmZxZrYp6rAoU0GQE+vgg9MO2VxFqXOdSrHbtghTMFwpLSkIZAqGm9XHjUGLBmObE798jDLBypabw\nqVRISoJa4OICo7GltqC4dQuruKAghIzGjEERt0mTNKU1bLB+eHmhoe/u3ejX1aEDiERwMAbdtWtN\na/qaV9CqFdSr9+8RZr14UekzMg5s1e1WraTtYycF7O2xkN21y3hTtimoVAm2BqmqpHPByQnK4bRp\n0uyvcGEUIN240bj3i/VZCTGwe3mBGGn3/9MGVzhQl1gxDPiFnD4rRRUrOztcNG1ipS8jsHx5zf/f\nvsX2umSLEDxM+sKA69ZBKhZiID9/Hm0eRowQ9rm0QSkeri+/NFz2QSxevkRIpkIFqAJKtHTQh/R0\nhIQaNMCrYEHUDNuzB9dCauXOBstCoUKoiL1jB8L6X3+NzLKgIKgd1kompEKhQhoVvHlzlA4xZ5q+\nudCqFb7Xzp2xuLMkeHoi4WXECGXut4kTEWnZts18x/j2W5ATPoO3WPTrh2QLY1C9OkJuQo375cuD\nABnKMhXrs9IlVoTIHw60CmKVmopGxdr+pjNn0FtQt41BYiIm8CZNuI/Lmta/+cbwOVIK0+6kScap\nQcuW4SabNUv8e/Xh4UOw/bZtkdprSV6kV6+QsRIcjAd08GB8d9OnQ7a1If/B3R3qxs6dmABYL1bV\nqnhG5O48b0n4+msUQTx4EAsQc2aTmQuRkVgwffutcnWk+BARgWzW9u3lzwxzcoKiN3So+e7xggVB\nHKdPl2Z/zZrBn2QMUVOpECkSqlrZ28NLe+qU/u30+azCwpDYpg0PD8zd2tc8XxErlSp3KJCr1MLN\nm8i20FZl+PxV+/cjY4WvKvq5cwhHCMnM27sXMXKhDSa1EReHFcvGjTAaSoWrV/H5hg8H4bOUzL+3\nbxHiK1MGxuUTJ+D5+uory1PTbFAOgYHI2rp/H0kKhw6BhPfpg8VSfqz6HhSE69C2LVb9a9ZY33Wo\nVg3hwLFjUSDVkhAVBUWtUyck+siJevXQGWLyZPMdY8AAXPtbt0zfl50dSgKtWWPc+40tu6APhoiV\nrmLFMMqXXFDUY0UIVrNv36Iq9IsXOT1WbGf169dzN6Y9e5a7ntSePfqLgq5YIcy0rlaDKPzyi/iw\nVWoqVqLz5hmfRciFEyegxM2Zg8wXS0BCAgyiJUtCLbx8GQOrlJ/bhrwHOzusjrdsQX26UqWQxl+5\nMiFLl+Y/FUulQr22mBgUIO7Rw/rKV5QtC9vE/PnmL5IpFtOnY8KVyo8kBtHR8HlJQXy44OaG7hOz\nZ0uzv+7dYeMwpqht06YQPYR6KWvXNlziISKCv1VQWBh32Y8iRXLWWvPxySeK1adPWJW5uyNl0ssL\nvqHChTGopqVpalvdvo2+QCwohXxerVrOfVKKgYmvG3tyMuLdPXsaPr8dO6A0GeONGjsWN0O3buLf\ny4dduwhp1w4PaOfO0u3XWMTHQ+IuWxZ+qsuXEdaR2qBvQ95H4cLIoLpzB4uGmBikbw8fjvssP6FC\nBajqBQrA6mDu3nNSIzQU6smcOZYVFrSzQ/LEsmXG12oyFr6+uL9//NF8x/juO8xtUlTFL10ac6+h\nEB0XXF2xODJkSmdRpQrmDn0kLjwcIXIutTEoCKFL3fcXLpyznZS3N5JF5IJixColBRfD3R0fWJtY\nPX6cs9cbu6Jl8egRSjXoVky/fRsrvxIluI/577+QZoVUWp89G0qM2FDbwYNokrl0qXRhurVrYSrc\ntQuyspJ48ABeiooVQTxv3MDq1EaobDAVKhUU2S1bQCjs7HCf9e6du9lqXkbBgvAnjh2LLK3Vq60r\nNBgSgvIbP/wAO4WloEgRjMvduslfZ23wYISz/vvPPPv39UWSlLF1qHQRFYWMXmPQqJHwLFEvL5C4\nu3f5t3F2RiSLy3/o4gIyp6tG6TZe9vSEgCMXFFWssrIgY+oqVo8e5TQ66xKr2FgYX3Vx6BAGZj5C\ns3Ej4uyGcOoUwpLt24v5RPgcffqgarhU9aQWL4Yn5cgR41vpSIHbt5FKX706yk7cuQPyKbQdkA02\niEFgIFSPe/cg9zdoAA+SmAKE1o4ePQg5dgyWggEDlCl2aSzKlkVGXo8e8itE+tCuHSb+oUPlPa6T\nEzyFI0ear2/kkCGYL6TwkUVFYYFjzLmKIVaEYC6PjdW/TenS/KHU4GAkSGlDV7Hy8sonxColBQOF\nqytWD66u+OC+vjmJlVqNwbVkSc17+YhVTAx/NmBiIgYpfW1uWMyejUwLMd4qSjH4tW/PH4oUi02b\nkIZ97BhM4UrgwwfU8KpXD0rgvXuo9suGaW2wwZzw8sLC4uFDPFedO4Nk7dtnXSqOsShTBsTk+XN8\nfrkz20xBrVpQ29u2tawK7fPnI1S1ebO8x2UX9cbWiTKEqlVBMqQoe1GqFOZioSE9bdSsCYVZaEsh\nIcSqVCks7rlgI1ZaYBUre3uoVu/fI0PQ3h6hQLZH4JMniI+6umrey0WssrIIOXqUP9vv33/xN3d3\n/ed15w5uJqHFQ1msX4/wxS+/iHsfH44cgXy8Z48yZQooRRXecuVAfG/cwARnTU2dbcg7KFgQCRt3\n7yL5ZNQoeDk2bJA/00tuuLvjWWQbwFsSSTGEFi0ImTsXP3UnP6Xg6gr/16BBOVufmBsqFVTYn36C\nh9gcGDpUusSBjh2NCwc6OoJcHTsmbHuhihUfsQoJyV1A1N8/nxKrlBTcXAyTMwxICG521rNz61bO\nMCBrXNdtVxMbiyrefKGpTZtwoxjC3LkwAoqpW/X6NYy2f/0lTbPguDisbjZuhJlVbjx5gnj9Tz9h\nAPr9d5tCZYNlwMGBkK5d8YzMmIEaRaVKoS+bNRbYFAo7O6jXP/8M35WYlHal0a0bxsdmzSxHcate\nHSSkZ0/zhea4EBmJgpfmKknRrh3KD1y5Yvq+oqLgFzbmuRITDqxSBW159H0PpUqJDwVqe6zyDbH6\n9AnZZAwDY5kusWJbnej6qx4/RsYMW++Khb4w4Pv3KFWgrxo7ITiHTZvEtyEYNw4FEKVofvzkCcpF\n/PYbBlA5kZUFP0eVKhh4Ll/GQGCDDZYGhkG/yWPHUHNn1SooWHk9RNitG0jVgAFQx63lsw4fjpBg\ny5aWU0Zi7FjMQfPmyXvc6Gi8zDHROzig4fdvv5m+r5Il4ac1Jhwohlh5e4MD6Bb61IYtFCgQKSmo\n95SVxa1Y8RErfcb1xo25j7V9O0iXm5v+c1q0CEqRmJ6AsbEozSBFAbh379DeYuRIYSZ7KXHuHNK7\n9+yBp2P8eGkLm9pgg7lQty7qJ02ZgmbeTZoYDi1YM2rUgIl/yxbUHDJXWElqzJiBMjQdOhCSkaH0\n2UAF/PtvdMa4fFm+45Ypg8LJ5qqp1b8/lCYp1MGOHY3zolWtCrLz6pXw7fU9swEBuM+5yFFISG5i\n5eeHSBKrgnl6QmCRayGiqGKVkgKZUZtYZWcjI49VpHRrWHERq5QUEAM+dUVIGPDTJ9Q4+eEH4Z9B\nrUYmxvTppnuPUlNhrG/VCmZxuZCUhM/w5ZcgdAcP2op72mB9YBgoIteu4Vlv3RohQ2tsESMERYtC\nrcvOxrinXQzRUsEwaCfm7IwMYzlDcHwIDYVi1aULxmC5MHkylFbdquFSwNcXz4IUpRfY7ECx4UB7\ne0Lq14fvWQgMESuG4VetgoNze6wKFNDUyCQESp6zs3xlNhRVrNhwoHYo8NUrkBRWLRGiWJ08iW7i\nXIrU27con6CvGjsh8BHVqyeOVKxbh8xGsUZ3XWRno1J7sWLSmd8NgVI8MOXK4Tu4fh0TkaW0yLHB\nBmNgb486a3fuIJRRrRoyfOUMA8iFggWRNNOmDVSsCxeUPiPDsLdHVe+nTxEetIRQZteuqJc2dqx8\nxyxcGOrqTz+ZZ/9SlV4ID4dv2VDbGS6ICQeaYmD38wNhSknJ+XslfVaKEKvsbBCSjx8h73l6glD5\n+aG/DxsGTEkBMdIuPnn5MrwU2jh8mD8bcOdOhAa0swp1oVYjJi1Grfr0CQ+iqU2QKcVD8OkTyJ0c\nDZWTkpC2PmkSsqpWrJCu7pYNNlgCXF1xf1+/DiWidGk849ZUC0oIGAYez19/hefMkgpy8sHZGfaJ\nmBgkHygNhgEJ2biRkPPn5TvuiBFQHY1peGwIVapg3ty3z/R9tW8PO41YREYKzwysXBlzuz6iXbIk\nFky6YHsD6mZ4+vnlDEXKWSRUEWKVmoqHiyVWbCNmX18Qq8BAbMf2C2TJxqtXiM2zxIvFkSP8Ru8d\nOxDm0oeYGJwPV1NnPsyZA29HrVrC38OFWbOguG3dKk+z4vPn8dB5e2OFW7eu+Y9pgw1Kwd8f1bZj\nYjAWVKwIP2ZeQ7t2KCnTuzeUdEtHoUL4PqZOxXejNLy8MBYPGCBfdqmLC1SrGTPMs/9evZAtaypa\ntjSOsJcvj5ZUQlrJ+Plh/tMX0i5enD+0X6QILETa0G28XKgQRAU5oAixSkkBkUlNhVLDEisfH1xY\n1l91/z4uJourV/FlaYerkpPhq+AiOGlpeGi/+EL/+SxdigdKaBjs+XOsEE0N261fjxXbnj2G62uZ\nCkrhJWjZEgPIkiXSlIawwQZrQPnyhBw4gGe2b190SJCzd5gcqFUL6v2PP0L9tnQUL46wYJcuKAqt\nNLp1g9K5dKl8xxwwAL5WfS1djEXHjlhEmNo/sFIlFPvkanasD/b2CMWfPStse33NlgnB/cJ3DrpN\nlwkBn9AmVh4ewouWmgoRtcWlQ2oqSvy7uIBBenjAwa+rWN2/j3YWLFhipY0TJ/DlOTnlPs7hw1ih\n6qvB9OwZDHZr1gg//wkT0LvPlMKdR47AYxATo/m85sKbN1i9vH6Nm7xYMfMez9qgVmOS/fgRRF/3\npfv79HSYIR0dscpydNS8dP/v5ITVmL8/pGibh005MAz8SA0bwttSrhwWSB065J3vpWxZjC2NG2Nh\nOXCg0mekHw0bEjJmDLLkTpzgHsflAsNgwRkZifORo12XuzsKlUZHS9fnj0WhQijMumEDjmEsVCrs\nZ+9e8fupVQtZ5s2bG96WJVbNmnH/vVgxfsUqMFAYsZJLsVKMWDk6YnWQlJRbsapTB9vdv5/TuB4X\nh/pK2jh1CqZzLuzYgYFUH1auhN/IUCkGFleuELJ7N39NDSG4elVTADQiwvj9CMHx4zBnduqE7udy\nhBstDcnJkKSfPMn9io8HuS5YEPeji0vOF9fv3Nzg1UlP1xCtjAz8ZF/s/1NTEcJOSMC/CxdG6rC/\nP/fP8HBbdXtzw80NfqvOnbFAWrcOHhvd2njWivBwNPtlydWIEUqfkX4MG4byEUOGYDxWEmXL4p74\n4Qf5QqpDh+I7mzRJ+mb2vXqhdI4pxIoQRH3+/NM4YiW0pla5cvp7gRYujPE2OTn3fM2nWGlnXcoZ\nClSUWKlUkOYKFkR40MMjt2KlHca7ehU3vTZOn4byowu1Gsb1I0f4zyMzEw+yUIMfpShJMGECztUY\nJCXB8zV/vnkLgGZnI3a/eDEhf/yBFUdex9u3hFy8qHndugXylJGBlNzgYAxcwcFIdmB/V7SoPCvl\n1FQQrIQE+AHYn+fP4+fz5wgJuLtjgC9XDj/Zf3t6mv8c8xPq1EHF5+nTEe6YMQNhwrygXhUrpiFX\nqakwuFsqGAZqTfXqCGH26aPs+Ywfj+dNX1KUlPD2xn03e7Z07WhYNGmC63n9Oj6TsWjaFOfI+qOF\nokYNhFjVasOJWRER+lU7htGoVrodSYoUyZ0V6+OTMwyZL0KBbCglMRGExccHF47PY5WdjX512gpP\ndjYmpZo1cx/j4kWwWu3mzbrYuRP71w0v8mHvXmQefPONsO11QSne27w5VCRz4cULzc0cG2v+UKMS\nePkS33FsrIZIvX+P7JIqVVDH6McfUTzOy8syJktnZwwM+kKxajVUtBs3MBieOYPJ5sYNqGUs2SpX\nDiHwihXFNQu3ISecnGCgjorCxLF+PbJkS5RQ+sxMR1BQTuVqyhTLeA644OYGRb1+fZBcKbpYGAsX\nFxCcgQMRoZCjUPKIEXimx48XV6DaEOzsUER2zRp4a41FoUL4Xo4eFbdI9/ODxUd37uZCuXLYTh8J\nY3ZdYtgAACAASURBVH1WXMRKV7HiMq8/eyb83E2BYuZ1e3uEWRITUWuD9UGxilV2NtQGdhJ68AAX\nStvkfeMG5EFv79zHEBIGXLIE5kEhyMqCWjV7NkihMVi9Gl2/58417v1CsH8/aoLUrw/jYl4gVZQi\nFXfmTHyngYGoXjx3LmThTp1gAH3/Hg/+vHkglmz2o6VOJlxQqUAGW7TA/fb77yBXSUkogjtyJLx9\nZ88S0qMHPl/z5lBdjh2znircloYKFaB+t2yJhdqcOXmjuXNAAJ6JHTsIGT3aMupG8aFMGYzJX32l\nfN2xNm2wKJ8zR57jBQSgluH8+dLvu2dP9LE19X5mfVZiUauW/hAfCw8PLIL1JTLwGdgtzbyuWLkF\nllglJcGL4uOD36ek4OLGx4PtsiGauLjcytKZM/zlDgwRqzt3EFrs0EHYOa9ciZvfUKFRPty4AZPm\nhg3mycajFMSDXXVPmoTVirUiKQkFTPv2BZGKikLorGdPlKd4+xbEMToaxCo8XJ4aYEqBYaBANG+O\n1e3vv0PRun8fTcPfvQPp8vGB5/CnnxDi/vBB6TO3Htjbw1tz9iwmkJo1pWlmqzT8/GCJOHIEfh5L\nqHjOh6goVA1nFXcl8euvIDpyVe8fPRpqqdQ+oDJlYHk4eNC0/XzxBfzFYsk5a2AXAmMzAwMCQKy0\nz02XWOX5cgupqZgEnZ1xIT58gBrFhgEZhjsjUFf+O3OGOwz4+DH2pa/G1LJlqPkiROb98AFd5efO\nNU79SE2FUXbmTIRxpIZaDZ/Z//6H0GiDBtIfw9ygFOQ5OhpZOUWLQuGrWBHhjLt3CVm4EEQ4NNS6\nVChzwscHE9HcuVC0EhIImTgRJCE6GqS0ShUM2idOyFejx5oRFgbSPnAgPCrz5ik/yZsKLy9kIMfG\nojK9Jd8H0dHIxJ06VdnzCA3FYmXIEHmUPlapXr5c+n137266Gb9CBSjiYktDyEGs3Nww5mkTJx8f\nZMKz312+UKxUKoTU9NWwMlRq4fRpbvK0cyeUJT7FJjWVkLVrMcAIwcyZuOErVRK2vS5GjkTlZ13j\nvRTIzISKc+ECCEhAgPTHMBfS0lDRt39/qDHt2kGp/PFHeKj27tVkzNggDK6uMJpOmQKF4s0bNBd3\ndiZk8GDcH717E/LPP8iwsYEbDAPT79mzUE5btMA9ac3w8IBV4O5d3AOWSq4cHJAxvWKFNJXDTcGI\nEZjI//1XnuONGoUFZHq6tPvt1ImQXbtAWI0Fw+A52LNH3PvEFAqNiNBfib54cf7+ioGBOT1UBQvi\nnNlxrlChfECsCAHDdHdHWMfLC6Zrlhg8fJjT5HvjRs6shg8f4MHiMsTt3au/KOjWrTD+Cqnn9PQp\nHnBjO5Hv3o0besUK6VWWjx9h0k5MRPFDa8gaU6vh+ejfHw/Cr7/ie42JIeTePZCAL77AQ2GD6XB0\nREeBn3+GT42tvL9kCZ611q2RiWPtpMFcKF4c3rXq1eFdPH5c6TMyDW5umBjj4+EvtVTPVUAALA19\n+uQM58iNAgUwRo0eLU87pIoVEbrbtk3a/fr6Irpjasujzz8XXynf3h5JRRcvGt62bFlkc/MhJATz\nPtd96++fszcgIfCgsn49d3f5rBGKECvWYGtnh1XUu3e4AAkJmqJsjx5pCnBmZoJoaSsXsbHcGVHp\n6Rj8GjfmP/6qVZjYheDnnzUkQCxevcJ7166VvjbR69dIBQ4MhPpg6UTk6lUoUaGhqFtTsiT8K4cP\n4/+lStnCe3IgJAShjYMHMUB9/TX+XaoUCFh0NAiuDRrY2yMstXIlPEBz5lguIRGCggXhQb1yxXxN\ngKVAZCSyp7/7Ttnr3aQJnhu5qtkPGmSeHoodOkBUMAWRkZhfxaqdVaoII1bh4VBU+b5vFxfcv1xk\nu3DhnL0BCYHYwCplbm5IdpIDihIrlQoskiVWL1/i4hACnxRLrO7fz11r6MIFQj77LPe+T50C4+dr\nKnz3LjLzWrc2fJ43byJU9eOPgj/a/4FSkKru3XEzSomHD1GDp2lTkERLTbePj8dEXaECQrMqFVbL\nly9D8tbt+WiDvChUCO1ENm7EszdpEp67OnWQVbpmjS1cqI0WLeBj27wZjWnlCiuYA25uUNO3bpW3\nhYtYTJ2KYsx//63secycifB6Sor5j9W6NYSFuDhp9/vllwitmpI5XLgw7DpikzqEEisPD5An3b5/\n2ggKwtyiCz+/3Mq7l5eGWLm753FilZqqMYNqhwL5FKtbt+BR0sb58wjn6eLAAciVfPj9d5AdIRXI\nx42DBGxMiG31akxSU6aIf68+XLmCxslDhiDF3tJUnrQ0XOMGDeBJe/AA4b1HjzA4mbvSvA3GwdER\nrSSWLMGgNXw4CERQELyI585Zt0ojFYKDERosWhTjz+XLSp+R8fDxQWho6lQoWJYIJyeUChgxgnsy\nlQvVqmHBIXUBTy7Y22NRLjXh9fPDmGxqdmBkJOwcYlC5MorxCkHJksja50NQENR2XfApVmwo0MUF\n85McZVQUU6woxYtVrLSJVVoayBbrt7p5EyqUNvgUK33EKisLq/C+fQ2f4+XLyDocPFjcZyMEoZQx\nY5CFIWVxuaNHoVLNnw9iZUlITkaNr+LFYfb9/nskIyxfDvUjL5dCyGsoUACJBLt2IYQbEgJlq0IF\n3HtKel4sAY6OaNMxbRqex9WrlT4j4xEWBmN2377Cm+XKjUqVQPR79VI2O3PqVGTfylFjq18/lOaR\n2hPUvr3p4cAGDZAoJQZlyoAYC1GMhBAroYqVdiiQYZDcY4qBXygUI1bZ2XhItIkVGwp88gQXj83q\n01Ws3rwB8dLNFnv9GqSGqwQDIWDqISG5SRoX5s4FORBbcyorCzVY2LYIUmHLFnQr37ABPy0Fb94g\nvb94cUi9e/ci3NeunTwVi20wLwID4cO5cwdk4tIlVCWPikJYwVIzy+RA585Qr+bNg8lajjCROfDZ\nZ2h71bat5frrRo9GpGPRIuXOoVQpjGvR0eY/VpEiIO1//SXtftu1Q9a8KUb8yEjc92KefXt7RCuE\nhBANEavgYG5iVbgwdyhQmwjL5bNSjFhlZeGL4VKstP1VhOQmVrGxyNDRVUFiYsCm+Sqjb96MwdAQ\n4uPhPxBajkEbM2bgyxs6VPx7+bBkCUje/v3y9K4SgqdPsYosWRLf2+nTqKNVsaLSZ2aDOaBS4dla\nuxbPZ+PG6JkZFgbCZa2kwlSUKYMwaUYGzP9KhqtMQatWhEyeDB/Z69dKn01u2Nvj3mM9V0ph0iT4\nWp8+Nf+xBg7E2C9lCD4oCAsjsaE8bfj7g8SI9YAJ9VlJHQrULvPg5iZPZqBiHqusLLxcXfHBPTxw\nUfz84McJCcG2lCIUqE2sLlzg91c1bcp9zIwMSN5CKq0vXAjZWWwm37lzWFH9+ad0oa8ZMxB+OX4c\ncWqlcfcuZOoKFfAZr17NO73VbBAGDw9kap0/T8imTcjsLFYMnj9rNnQbCxcXKAs9eqCu3vnzSp+R\ncfj2W6jhrVtbJlEuUQLqeJ8+yimlgYEY/6T2znIhMhLz37Fj0u63fXvTyzlERooPB0pJrIwxrxMi\nn4FdUcUqIwN+joIFEfd0dUX4SJtYvXgBA6N2P0Au4zql+v1Vhw5hdWkoEy0pCbL4sGHiPtOnTwgB\nLlokXX++lSuxOjp2TNOMWilcuQK1r3ZtXMO7dxEuzQu9CG0wHtWro9zHkSMYDMPCkEWrL6snL4Jh\nYLBesgQZsFu2KH1GxmHaNExsXbpYZph30CBYRH77TblzGD0aPiW+QpVSgWE0qpWUaN8ez6wp32+D\nBuJVr0qVhCV7hIWBA/CZzPmIFRsK1Fb4tM3rhOSDUGBGBl4qlaaGFVtq4elTXDxCuDMCuYzrN29C\nLuar0r15szBv0ooVkMODg8V9ppEj4e2Syv/0779Yne3fr2w19VevUKW5RQtc8wcPEDLganxtQ/5F\n2bJIDLl4EWpHuXJQtbjaT+RltGmDZ3bECKjN1pZJyTBYzH38CDuDpZ2/SoVkgWnTlPODeXsjeUgO\n1ap7dwgGUi5UwsOh7ghtM8MFtp6VmGSCiAiEcTMy9G/n5IQ57/Fj7r8HBoIv6BKvggVhA9ImTvkq\nFJiWhkKebHagp2fOGlZPn2qUEN0w4IsXCCVqe7AI0ahVXOUHMjKQTmwoDJiRgTDgyJHiPs+ZM9i/\nVKuokyeRbrtzp3LtXDIz8XkiIjCQ3L6NBrVubsqcjw3WgZAQ3De3buG+qV4d6sf160qfmXyoXBlj\nwrZtWJTIUbFbShQoAEXmxAmo0paG8HAkVPTrpxzxGz4cSTr6qoRLAQ8PtKNZtUra/ZpaLLRIETzf\n+trP6MLZGZaBGzcMb1uyJL+XrkABlArhIpu64UBd83qeDwVmZIAgZWfnzAgkBMSKDdndvYtsDBaX\nLiFWq0ugDh/mr7Z+5Aj2YShstXUrvlAxPQHVaqzsZs7EQ2AqbtyAVPvXX9w+Mjmwdy88VDt24LrO\nmWMjVDaIg58fPFcPHuBeatQImYRiG7haK4oUgQfl9WtkYlmiZ0kfPDyQwDNvnul1j8yB77/HBPm/\n/ylzfA8PqFazZ5v/WH37wrgvJYls3Vp8zz9d1K2LgtxiUL68/ibLLMLC9KvdgYEo56MLX9+c5WB0\n+wPm+XIL2sSqUCEMQL6+uHmePdMQq3v3chqjr1zJnXmWnQ1ZskED7uNt2wayYgi//io+m2/NGoQg\nu3UT9z4uPHuGkNucOSjWKDeuXyekeXP4y2bPhgpoK+hpgylwd0dNtwcPsFCoVQurfSENWa0dLi7o\n3FCoEJ5nazP2Fy0K4tK9OzwvlgQ7O00PPzkmSi4MHIi5hWuClxLVqkFIOHdOun1WqoT70ZTvtWZN\nKLNiUK6cMPW6eHH9xKpIEe7r7uOTk1h5eMA3zcLVVZ5uEooQq/R0vFJSIJNrE6ukJNxE7u7YVpdY\nxcXlJlaXLuFCs4qXNrKz4Vdq107/OZ0/D2lRSKsbFklJkKR//dX0LMDERJCaQYMwkMmJN29w3IYN\nQeyuXUP6taVVdbfBeuHiAlP7jRtYUJUujZChtYXJxMLBAWpD5cpY+Ok2ibV0REbie+vQAd+bJaFO\nHYxZM2Yoc3wfHyyozV2NnWHQM3HdOun2qVIhg37/fuP3YU5iVayYfmIVEMAdCvT2Ro1LFh4eOT1V\nLi55WLFKTQWx+vQJypWnp4ZYaatV2dlg1NoZcVeuILSgjSNH8IBx4cwZhCXCwvSf02+/aTJOhGLK\nFGQAmRqyS0tDH6fGjdFDTy5kZEDqL1MGqtutW5DY+eqA2WCDqfDzI2TZMmTp7tyJZ3n3bsszSUsJ\nlQrezQ4dED55+FDpMxIHtmn6oEFKn0luREcj4UgpI/uIEcjeNrchumtX9PSUsh1L8+amEaty5aAa\naRMZIe+RQrEKCBCmWDk6gpiy/RHztGKVlqZx76em5lSsnj3TeKHi4/E7tvp5aioGJd3K6UeP8ocB\n//nHsFr18iUGeSGtbljcvImVqKmrpexsKFT+/iA5cqlEx47hJj98GGHUhQv5G1fbYIPUKF8eg/qc\nOUiKaNZMmPfCWsEwKKg6fDgh9eqJM/0qDYYBeTh9GtYHS0KRIliMjhihzPGLFYPys3KleY9TogSO\ndeiQdPv8/HOM/8aqxnZ2yBQXE6IMCwMhMuQ5LFYMogrfgqtIEWGKFSE5w4F5WrFKSwNZ+vQJL21i\npW1c1w0DXr+OlZN2A+WsLGSvcBErSoX5q1asgLFWKLGgFKu4ceOwAjcW7H7evgVJk6OfXlYWyiV0\n6oTCo7t25S5nYYMNcoBhoPhevYoQfKNGKNGgWz05L2HQIPgXmzRBBwlrgasrStaMHCksq0tODBuG\nhe7evcocf9QoQhYsMFxGwFRIHQ7084MyJDacpw2x4UAHB8zphrIpCxXCfMjXl5EvFKirWBGSk1jl\nacUqPR0SnaMjJFQ+xerevZzlBriM67GxSPH28cl9HLbkvm7oUBsZGegiLqap8c6dUNNMlcajo6Ec\n/fOPPH314uMxeZ08iXpDrVqZ/5g22GAIDg54/m7fxoKrbFlCZs0y/0SlFL7+Gs3Jv/jCushVRATG\nrKgoeSYnoXB0BLEZNkyZe6ZqVSz4N2ww73E6dcLcI+W1b9bMtHBgjRriTfVifFZ8YXM+87ohxSrP\nZwU6O+NDJibCY/XqlWHFiotYHT9OSP363Mdhw4D6wmvbtqEUQ/nyws99+HCEzkzxIq1Zg8F1715p\nyjQYwvbt8IJ98YXyRUdtsIELnp5QUU+dQqmCatVQDDgvom1b6yRXvXuDSIhZiMqBli2xCDe3kZwP\no0ZBiTSnV9DPD50v/v1Xun2aSqyqVwexEvO5xRArvqxFYxUrF5c8qlhRilWFoyNqIyUmgmAlJYFt\n6ipWhojVmTO42bggxF8ltsTCvHlQwPh6EgrBvn3ItNm7F8zbnEhNhbI2YgQeyDFj5Ak52mCDsShZ\nEiHqH3/EhDlmjMZ8mpdgjeSKYdBixRL9VvPnE/LLL8q0U2rWDNdm3z7zHkfqcGDt2mhFpUtGhCIg\nABXPxXRYKFdOWDg5NJRfsfLzQ5hQ1x+WbxWrrCyY3goU0DRgJgThQDs7/hpWlOYutUApHvCaNXMf\n5/59mNJr1eI/lwsXICcKLbHw9CmIlSnViB8+RLPWbdvM7226eRNS7Zs3CP1xXScbbLBEsCnmcXEY\ntCtVQgg7r8EayZWl+q3Cw1GNfexY+Y/NMBrVypz48ks8B69fS7O/AgXgTzalCCyrWgmFFIqVnR0i\nXLpNl/OtYsVmBNrba0KBWVm4SIRo2tmo1RhQ2TIJ8fHoIcRux/4uKwtfgC62b8dNqK98wqJFKPJm\nby/s3MeMIWTAAOMbImdmwl8xdiy/yiYFKMVgXb8+1LgNG0BcbbDB2lC4MCGbNqGKe1QUwvCWVk/J\nVGiTqytXlD4bYWD9Vh07WpaaOG4cSMLZs/Ifu3NniAHmJMiurlBxN2+Wbp9ShAPFXG+hmYH6FCtC\nuMOB3t5QsrRDk/lCsUpPB5FhiVVSEkKDPj74mZSkYaLu7mCYhIDh6vqgzp6FIsPlodq9W785OzER\n5KtPH2HnHRuL1NQffxS2PRfGj8fnHDbM+H0YQkICPveKFTDG9+tnK/Rpg/WjQwdkDz57Bu/V5ctK\nn5G0aNsWtoSWLS2vyjkfeveGP/Xnn5U+Ew3c3JD1PG6c/Md2cCDk229Bks2JqChEPKRCw4bwNBqL\nqlXFPY/29hBDDNUeCw6GeMKHwoVzK1YODhBgtPsBajdednGRp72UQK1GOmRk4MLa2cHAnpkJac7b\nGxfJ1xceoIcPczZavnED2ULaOHcOxEoXycmopN6oEf95rFsHps6VTagLSkGoJk4EGTQG+/cTsn49\nqsSbi+js309Iz55o4DxhQs6yFPkF2dlQPR8+RELEx4+a16dPOf+v/buMDDyQzs546fu3qyvC1UFB\nePn723xrcsDbG0US//4bHsdRo1ADS0xRX0tGp04YA5s1Q7hHyNikJFi/VYUKIL5K9TbVRa9eUNP0\nFY42F3r3Rqhr3jzj5wpD+PxzjPPv3klTe7B0aYyB8fEYz8SiYkUQK0qFz23h4egbqi9jPyhIP7Hy\n8+MOiXp6wmLEdm9xc9MQsIIF8yixSk/HQKhSYeJ3d8cN4u0NtYXNVnv0KDex0iVRZ8+CQOji8GH4\niVi1SxeUoqDbnDnCzvnAAXzBYgqIaiMhAQ/c//5nvsFy9Wqs0jZt4s+SzAugFITp4UPu19OnIOfF\nioHwuLlhgHNxwU8/v5z/Z18ODghppKUh1JSayv3vtDQc/9gx3BPx8XiIAwKwwmLJFvsKCcHAJUc5\njfwAhkFB3fr1Mbns3o0acCEhSp+ZNBg6FOGNVq0IiYnhH8MsBYULg0T07g1V3xIWcw4OUNHGjQNB\nlVOxL1IE9+bGjcbPF4ZQsCBEg927pWl/xjAoWnv8OCFduoh/v68vxtDHj3PO2frAEit98PTEgjc5\nGeO4Lvz8uGveFSqEMZkdE9zcNOqYszOIlRgSaAwUI1aEQLlyd4eL39sbAwpLrB4+zOmdunEDDy+L\nrCyoP599lvsYe/ei5x0fYmMhDepTtFio1VCrZs40rryCWo2bv39/9N2SGpRiEFm7FnJuqVLSH0Mp\nUIoH4vRpZH+eOaOpdVSsmOZVtSohX32Ff4eEyE9i0tMRonryREO2rl1D9/hHj3Avly6N86xalZAq\nVbBSc3KS9zzzEkJCQDzmzYNSsmQJQiR5ATNmYKzr2BF2BUtvMdWlC3yc06dbTliwc2dcx7174V2T\nE/37EzJtmvmIFSEIHW/fLl1fWVOIFSEa1UoMsTJkeGcYLE6fPs3dbYUQECuuDFBWsWLh5qYJDdrZ\n4XlKTzfv+KtIKNDODhfNzg7GsrdvoeS8eAGVgRBMSKy0TCmIlfbFvX4d4RhdUzaleJj0lVBYtQo3\nvZDwzbp1WCEYKtvAh1mz8CVyKWumIjMTMf24OJAPribU1oSkJDxsLIk6cwYroZo18erWDaZZVuK1\nFDg6IqGBL6khJQXf0cWLCFEvW4YU5/DwnGSrYkXcazYIg50dwoGNGyMUdeECJnehySiWCraFTNu2\nmKT/+MOyfZIMg3u6cmWMk5UqKX1GuDcmT8arRQt5r1/z5uggcPWq8PqIYtGqFea41FRNyzdTUK8e\noh7GolIlEKu2bYVtHx4urGxE0aL6iRVXsoc+YkWIJhxoTmKliHmdJTR2djkVK75Q4PPnuHm8vTX7\nOXsW2Qi6uHkTP7m+CEIQS960CXF4Q0hLAyGaNcu4B/P0adRWWbdO+sE+ORllIl6+RK9EayRVb94Q\n8uefILnlyiEbdNo0fEf9+mFgevwYsvrw4ciktDRSJQQFC4IYDhyIwevyZYS/V63CPXzlCiGDB2Nx\nUbcuyMGlS3m7MbGUqFIFhPXiRUyiYprCWiocHDBO3bqljBFbLAID4Wvq08f43nNSo0MHjOF79sh7\nXHt7KI7m7B/o7Q0iGxMjzf4qVYLibuyzwxIroRASCiREv8/K11e/x4oFH7EyJ2QnVhkZIFbspMEq\nVmwokFWstEOB168LN66zYUA+IrR5MyYvtgipPixeDBWhbl1hn00b79+jtMLKlcYZAvXhxQuEFYOD\nUfTTXCZJc+D5c1zXxo2RdrtrF5TJv//GNfvvPwzQ7dqZv3iqknByQhj7u++QwRkbi+dgwgQMFp06\n4R7t04eQLVs06cI2cMPHB89+lSq4ny5dUvqMTIeLC56PrVvNn2kmBXr1goowa5bSZwKoVIRMmgTV\nSu5FSt++SFYyZ2mQNm0I2bFDmn3Z26Pm44kTxr2/UiVxpUICAzGmGSp9wCpWXODzWHl6IuufBRex\nMnctK5OIFcMwhRiG2cIwzC2GYW4yDKOnHCeQno6fajVudm3zOuuxys4GSw0OxrZcGYF8ipUhf9Wq\nVVBDDOHDB0zwM2ca3lYXlELC//JL3PxS4uZNKDft22OwtYawx6NH8MLUqQNl6vRpKDQvXoA0DBiA\n1Zele0nMDWdnZIQtWIBQ4bFjuC6//44BJjISlaXj4mxqFhfs7fHMRkcjc+qvv5Q+I9Ph4wOT8qRJ\nhBw6pPTZ6AfDYJGwYIGwApByoF07LOZ37ZL3uKGhCPFLWRZBF23aoHegWi3N/liflTEIC0MEQpvQ\n6INKhfcYKrmgT7HSR6z0KVbOzuavhWeqYrWQELKPUlqaEFKREHLT0BvS0/EAZmdjctBWrNhQ4IsX\n+D8bA9UlVsnJKB6qm6r58SMIF58p/eZNKGFCzIwrV0JV0SV0QrB8Oc5P6pXbiROokjt5MmpiWbLv\n4tYtmEerVoUyc+MGzvnlS6hT7drZ/ESGUKIEerLt2YMBZMwYmOTbtcOA8/33ULpsJCsnOnZEqv2U\nKbhGlhKaMhYlSiAc3qWLxupgqQgORji/Tx+M8UpDpdJ4reR+Tvr3N284sEQJlFs4f16a/ZlCrFQq\nzMdiVCsh4UB9ipWvL8ZF3e/VqkOBDMO4E0LqE0JWE0IIpTSDUmqQr2ZkaIhVVlburEB/f8M1rGJj\nEaLTTe09cgQqFldqJiEYnDp3NqzyZGRg1TVqlKFPkxtxcQjnbNggbXba5s1Qqf7+G2nmloiUFKxY\nK1QAuX3+HCUtXryAUtiihWWkY1sjnJ1x/X77Dau8mBgMIFFRMMjOns3d7T2/IiICE869e4Q0aZK7\nkKC1ITISC7VWrYzv6yYX+vfHonjxYqXPBGjbFqqOVGEzoWjTBkT4zh3zHkOqz1W9OrKZja1MLtZn\nVaKEMGLFp1ix9QV1bRJsuQUWbm45P5NFEytCSHFCyGtCyB8Mw1xiGGYVwzAGq66wocCsLLzc3BAK\n9PTE4Ofvn9O4zpUReO4cd5mFffuQkcEFSmEG7djR8AfbsAFlC6pUMbytNlJSQNzmzkUjWSlAKfY3\nfDjqaZnS/NlcuHMHfcNCQiC5L1iAVcaiRSjQZw3hSmsCw+D+nDwZxGHJEiiE5cqBfG3aZFltRpRC\noUIIlTRogPHC2qu19+qF8eurrzB2WipUKiywpkyBwqo0GAbPypQp8qpWBQpgEfz77+Y7hpTEytkZ\n1oMzZ4x7P1tyQSiEKFaGioSyqpU2dBUrtto6GzK1dGJlTwipQghZSimtTAj5RAgZo7sRwzDfMAxz\ngWGYC69fvyYZGbi5s7Ig0Ts64pWaCgbq5ARixRrX377F9n5+mn1evIgQky5iYrA65cL16zCscRne\ntUEpVJaRIwVcAR0MH47z6tFD/Hv5zuWHH9BF/tQpy0hjZpGRAQWwUSNIyHZ2eCB37MDvbJXI5YFK\nhYKEq1djEuvaFaHookXhY7twIX+HClUq1FaaOxe+q717lT4j0zBtGibsyZOVPhP9KFUKXlZLyWhs\n3Rrjv7GhLmPRrRsKQ0vlg9JF9ep47rnqORmDGjXENVTWRrly4ppyFy9uuH2TpyfEGD4i5OOToFiP\n4gAAIABJREFUO5NRuzcgIRgDnJw0+3ByMv/C05Tp7ykh5CmllG2/uIWAaOUApXQFpbQapbSar6/v\n/xGrzExN6QVPT7BOljw9eaIxrt+5A/VH20906RKYtTaeP0c2VcWK3Ce7eTNWeoZ8SYcO4SFo1szg\n58+BbdvwXinl78mTEd48dkxzPZTGvXsomBoUhAn822+xooiO1jTMtkEZFCyIgTwmBoTK1xehwgoV\noGrltebFYhAVpekNakq9HqVhZwc7wJ9/QsG2ZPz0E9psmbMpsVCoVPDbLVgg73HLl0fWtrEqkCHY\n2SEqIFViQ/Xqxnu2ypSBci50IRcSYphYMQyiWHyhfC8vRLy04eGh6Q3IwtVVkwlo0eZ1SmkCISSe\nYRi21ndjQohBvpqZiQufkaEJC+oSq6dPseImBFJheLjm/R8/chcMO3IEPgQ+pWTzZmGVmefOJWTE\nCHHG8Ldvkdm2bp10dZYWLMBKZ9++3EVQ5UZ2NlK+mzZFRmJ2NlZ+hw+jLIDNN2V5CA1FJtn9+2ju\nu38/VojR0bkHnfyC2rWxSJk6Vf4JVkr4+Wm8lpbsq3N3R/ht+HDLUE179MD3/+CBfMdkGNhDNmww\n3zGaNpWWWBmrWHl5QQ0Sek8GBWFbQ2Ftf39+Rc7bO7di5e6ee4xzcclJrCxZsSKEkCGEkHUMw8QR\nQioRQmYYekNGBhShjAx8OLWam1ixtZ9YxYrFlSuQHHV9O0eO8GcDXr8OQmYoDHjtGvbftauhT5ET\nP/0EglGzprj38eGPP1BY9NAhZQt/slXsK1eGObp3b6iJc+ZI5yGzwbxQqbCi/fdfKBxxcSBY48dz\nF9fL6wgPR620xYtRiNVa0aABCs526WLZfqs+fRCWMWfZAaFwcUF9qUWL5D1up05Y2JsrS7JJE0IO\nHpSGvIaGalp0GYMyZYRnrjo6QlU3RMQCAlAxgAtcxEo3FEhITmLl5GTBihUhhFBKL///MF8FSmlb\nSul7Q+9hiVV6Oj5cVlZuYhUfr1GsdIkVVxiQEKgnfJ3MN29GFV5DKtS8efCliMnmu3ABvqIpU4S/\nRx+2bdNI6EqG/86fR7mJ4cPx2U6fxiBu629nvShfHqrq2bPILCtVCuGRJ0+UPjN5ERIC5WL9ejxr\nlqCmGIOffsICU6qxxxyws8O4Onq0JkKhJAYNgmdVTtW2ZEkUO/7vP/PsPywMc5YUpTgYxvRwoJjz\nCA01HA4Uq1ixWYDavjZrU6xEQ5tYpaQgNKhNrJKTsY2nJ7a/e9cwsXr0CBeNr+aUkDBgQgI8GN99\nJ/yzqNV4UGfOlCZcd/Agjr97N5r2KoF797DCatsWEva1a/i3JdfMskEcwsLQ2+3aNYRxK1X6f+xd\nd5jU5Ne92d6BZZddkCIiRenSBRFBlKIURUWUYkEFK4iFnwUpVkRFUEQFGypiARGkqSAiivS+9KX3\nspStM5Pvj/O832SyyUySSfJmZuc8zz4g7kzeZDLJybnnngtlYccO3iuzD5Ur40a3aBHRU09ZZy62\nEtHRIMrTpjk7PLRTJ1QZ3n+f90rwsHrjjfCo2Qkry4GC4FWtzECLFsERKz0Gdi0+q+xsdcUqPb00\nsYqOht9UGrEQUoqVERQXQ6UqLMSOFhX5EqvDh1EGFARc7OQeq3XrShOrpUuhVind/LdtgywYqEw3\neTJG0EjnEQbC9Ol4YjSjC5ApQj/+qD/mwQycOIEwytatYXbeuZPooYciUQnhjCpVUOLdvRtPjtdd\nhweQUI8l0IqMDCjda9Yge8kJgZZ6kZWFhPkBA8zrDLMCb78Nf59SUrbdeOopkDw7P+8770Q1orjY\nmvc302fVvDm+E0ZgRLHav9//77DQcCVUrFjavE5U2sCenOwlWo42rxtFcTFO6JgYqFOFhb7ESloG\nPHIERjQW+FlcjKdq+cRwf/4q1g3or/3/0iXkrgwbpn0/zpxBK/EHHwQfLbBpE1ShL77Azc1OXLyI\nUsJVV2E/tm/HfiUHTCSLIFyQnk708ssw9V57LbLgHnhA/SkxnFCuHFSr3Fx0VIZiSnvHjujOvece\n55LDOnVwfEeN4r0SPDxWrIjKgF2oUQOld6uUxY4dUd424/xlxMpIidyqUqAejxUReIPUZyVXrMKy\nFOh2Y+cuXsTOli/vJVbyjkBpGXDrVuRbSUehiGJgf1WgMuAXX2CO3ZVXat+PF17A+wabLbV7N0Id\n339f26gds+ByEU2ZguObkwPpd+JEmAkjKJtIScHDxY4dIFsNGmA2YbiHjaak4CZ74QIewkJxf9mI\nq7Fjea9EHS+/DEV+yxa+6xAEqFZ2d4ZaWQ7MyMD9a9WqwL8bCJUrQ9XZt0//ay+7DGqQkoqkBC3E\nKpBipUSslBSrkIhbMApWCkxMxNDdvDxfxUpKrLQY19kQRyVStH07hkK28TMa2u1GB97TT2vfh7Vr\n4ccK9iJ2+DAk3Fdega/JLuzeDWXsu++QTP3NN+gUiyACIlyUxo9H9s6qVfAu/vhj6Jq8tSAhAaWa\n+HikWbOLcKiA+a0+/hgKvhORng4C+PTT/M+lPn1wf9Ez2y5Y3HEHrrdW3dQ7dzbPZ9W8uTGflSDA\nH6xVtapRI3ApUK/Hiqi0YiXNsQpbxcrlwgUsJQXR84xYZWb6z7DasKG0QrRsGVqPlfxVP/6I+Xr+\nSnW//ortt22rbf2iCC/Sq696DfZGcOoUvghDhsDfYQfcbqhSrVvDT/bHH8oJ9hFEQISHldmzMedx\nzBiYkJ0+BDgYxMXhIaNKFczkC7VA1exsmLIHDnRuVtmQIbiR8jbbx8YirsLO6IXsbAgDixZZ8/6d\nOiEc2Aw0b2482FVPObB6ddh//DWPZGWBHyj9jprHSp5lVaYUq9RUsMrUVChL6enwVVWpgt/du9dX\nSdmyBcZqKVauVCdF8+YR9ezpfz0ffYTOPq1dbz/8ALY7aJC231dCXh6S3Xv1QhuyHcjJweiTH3/E\nMXviicjYmQi0oWNHXGR79cI5NHJk6Ck6WhETgy677GyoyKHmubrpJvyMHMl7JcqIjcWQeieULAcN\nwvXcznO5Rw/cl6xAmzYQH8yItWjcGN5fI7jySgQTa0FCAkiQv0y9uDiIMOfOlf5/KSnYX/n3VD54\nWUqm4uOtj/7gQqwEAV+w5GQcLEFA+SEmJjCxatDA9/3++Ue51Hf8OLwi/szgubkodWgZzEyED+P5\n59HhYpSUuFxQ0Vq3tieg0OVCHMR116HrcNmySLhnBPoREwMyvmkTnjDr10c5nHdJxwpERxN9+SWe\nkO+7L/T2cfx4KI1//817Jcq46y5c55cv57uOKlXQrDF7tn3b7N4dVRIrzqmUFFzb160L/r0aNiTa\nvNnYa2vV0k6siODLChRImpmpTL4Yd5AHgqamwjPJIB28nJAQhsSqoAAX6ZgYnAh5eShRZWTg/zNi\nJYq+xOrECZCEypW973XmDD4QOdkiwsnbubP/cSuffopOlcREbWv/4AP4TdQ6ELXg5ZdByt5/3/ps\nqI0bkTa/dCnq5Y8+GlGpIggOlStjnMpnnyGgsmdP9TleoYzYWDS+7NkDhSWUUKECri+DBzsjlFOO\nmBicO+PG8V4JVKvPPrNve7Vr4763fr0173/ttahIBIsaNaD4KPmXAsEKYpWRoa5qlS9fWs1KSfGv\nWIWdx4oNXpYSq+Ji1EpdLniPsrLwgcbEeIM3t24FgZKSkX//RZiZUtbSvHnwSaihpASS/8MPa1v3\n6dNQft56S/u+yjF/Pp6Ev/4aT8VWoagIN4POnZEkv2gRui8iiMAs3HADyg6NGsE3snAh7xWZj8RE\nTFWYOZPok094r0Yfbr8dN/HXX+e9EmXcey8qCmZ0sQWDW2/FA2ggA7WZ6N7duqiHtm3NIVaCgPut\nEdWKESutqlwwihWROrFSU6zCthQYHY0fxiIvXQIjPXECBCsmBmpVzZre1+kpAxYVwRzZtav6OubO\nhWwqH+ashrFj0dWh9ffl2L8f6dYzZ3pH91iBVasQMLp5M258990XSU2PwBrExUF1+PZbhMkOH+5M\nhSQYZGZC/X7ppdAij4IAhf2DD/BQ6jTExRE99xx/1SohATEIX35p3zatJFbXXosSsBmlxkaNjPms\nKlbE9rVGLlhBrJQ8VmFdCiwsBKmKigJzTEvDB5CREdhfVb++73upEavly/G7/jKZPvpIu1q1axfK\nH6+8ou335Sguho/rmWeI2rUz9h6BIIogfz17otw4e7b3WEYQgZW4/nqQ+P37UXoOt87BOnUQxdC/\nf2il0letim7OwYOdObLn/vvhB7KqLKYVgwahm9KuY9S+Pb4jVgxBr14d91cjGVRyGPVZCYK+cqBV\nipWUWCUllQHzenS018BerhzKfxkZCAFjHqp9+/wb191uov/+Ux5V88svkHjVsHs35N/bb9e25uef\nR/aKUaVpxAjsl56sLD0oLIS0/ssvuEjddVdEpYrAXqSno8Pq0Udx4/jkk9AzffvDtdciUPfWW2He\nDxU8/DAeYqdM4b2S0khIwLXRjiYef2jWDIrGX3/Zs724OEQjLFhg/nsLgnk+K6OKFZEziJW0FChV\nrMLSY1Vc7DVQR0eDWJ0+7V+xEkXI2VLFautWkBVmemcQxcD+qk8+QdZLfHzg9a5YgXj/p57Svo9S\nfP89ZN/PP7eG7Jw4gS9pcTE6/qTm/ggisBOCAHVk+XKUoPr00V4OCAX06YPrQLdupbuQnIqoKISG\njhrlTEL40EMgNHoG95oNQYBq9cUX9m3zllusLQeaQawaNMB91oiSV6sW7uFaYId5XapYhWUpUEqs\noqK8ilXFiurE6vBhME4piVIrA27fDjVLqVOQCAf0s8/whQ4Ejwcq06uvau8clGLnTjzBf/+914Rv\nJrZuhWLXsSNS1KWjfiKIgBeuugqNJdWrI9D3zz95r8g8DB+OQOLbb7duoK7ZuPpqRGUMHeo8FTE5\nGWt7802+67jnHtgn7Mq06tYNKelW5KS1bWtO1Eb58rgvayVIUlihWJ06pfz/1DxW/hQrq4mVQj+d\ntSgpAaHyeLwZFKwUyIzXRL7mdT3G9XnzINerqUOzZ0PilCa6q2HWLJC0fv207x9Dfj6ecMeO9e6T\nmVi0CJ6PCRPwZ1lBSQmObX4+LoIXL3pnTsr/FEV4+NhPamrpv8fHR8qmViAhAaOibroJKf/33w/V\nJDaW98qCgyBgxtxtt+Hh7LPPQuP8ef55XIdmzbJ3fJYWPPoobsS5ufy6lytXxv1k9mzYKqxGdjaE\ng5Ur4VE0E02agNScP49rXDBgPis9c3SJ8HnOmKHtd9PTUZrLz1cXBwKVAnNyfP8tkGJldSmQK7ES\nRRCrffvAjJnHyuWCelW9Ol6zdSueuqT4918MjJVj/nx0m6hh6lQ8uQVCURHSiz/7zFj20xNPgMBp\nUcb0QBRxYX/zTRhqrTLD80JxMUzQe/d6f/bs8f790iU85SYn48uSkoKf5OTSfxdFvPbCBVxk2E9e\nHv7twgWch6mp3iGmtWv7/lSvrhznEYE2dO0K39/AgShZz56N73ooIzoao286dMCDzYgRvFcUGHFx\nsEDcfjvKUMnJvFfkRfnyRA8+iOua3YORpRgwAOVAO4gVEVSrhQvNJ1ZxcYhA+e8/ohtvDO69GjaE\nsNG7t77XXXGFdqVLEHDfP3xYXfDwVwosV06/xyosFStBwA3N4/F2BaanY9Bidja8AFlZ3nDPnBzf\nmXYXLnjTn6W4eBFdJmon6q5dKBUGGnNDhKyp2rVx8dSLb76Bb2DNGnOfZgsLYUbduBHEMpSzqYqK\nMCZl5Up8vow4HT0KafiKK7w/LVviz5o1EX5o5jEtKsL5dOIEmhp27cKFZM4c/P34cRxnKdmqVw9r\nctLNycnIykJkwciRKFMsWOAbpRKKSE6GWb9lS5TjQ+EBp00bNBa8847zQk+HDoWi9uqr/L5X3bvj\nQfjcOWusG3J06ED0wgvWvPc11+CBJlhiVbeusfmDl12Ga6fLpe3BlM0DVCNW6emYK6yEtDRfEkWE\nc0g6D1CqUkVHe/mHVYHZ3BQrtxs/UmJ14gQ673JzfS+8O3b4luPWrweTln9gf/2F4ZFqX8xvv4UM\n7i+NnQjreustY500u3YRPfkk6uepqfpfr4bDh1F+qFED9fNQu6mfO4fy7YoV+Fm7Fm3sbdsi5PWu\nuyAfV6tmb7koPh4/GRmlVVEifDn37sXnumsXzr2vvkK3TKNGIPHXX4/9MPPzDjdERUFlrVYNJOSX\nX6wpkduJGjWIpk9HqXPtWmvz6czCq6+CDD78sLPWW6MGzotvv4V6xQOpqSA78+fDc2U1WrdGmY2p\n8GaiaVOixYuDf586dYg+/FD/62JjcX5JK0/+kJXlf4JDaioegouLS9+/U1NLDx1PSvL1y0kN64KA\n9yguxr9bAdvN6y4XdszlAoFJSQETLV8eBzYrq3StPScHzJlh7VpfBYthyRJ1hi6KCOfs2zfwGn/+\nGfKiXrWqqAgEYfRo1LnNwr//Ih+oZ0+Y1EOBVB06hOP92GM4FlWrgqxGReEp7cgRqIuTJuEi37kz\nVCmneXASE6GM9uqFHLKPP4bKduIEwg3j4ojeeANSdsuW+J1585QHhkaA82HSJKIuXcy58PNG9+7w\nON5zD65nTketWljvmDG8V1IaQ4eim5Snwf622zCo3g4kJeHaaEYHnxxNm5qTD1a3LpqwjHwm1aoR\nHTig7XcDEStBAEdQUq2UFCuWtM7WLfdVMWJlFbgQKyIoV4wxxsaClMTG4oDk5uIJhggHsrDQN0ZA\njVj99ps6sdqyBQxWKfdKClHEjfL55/WXnJ55BuRgyBB9r/OHb7/FRPQpUzBfy8lG2S1bsMZatXDB\nmDkTyuPUqVAlly6Fmf+mm4I3VfJGUhK6MUePRszFqVMYzp2WBp9ItWpQZJ5+GsTYad1YPHHbbd7A\nTTtb3K3CmDG4no0dy3sl2vDii/hu7trFeyW+6NwZN8h//+W3hh49UPqyqzuwQwdrumavvhpe1WD3\no2JFlM6MhJlWr6494oOVAv1BrRyopFixecSMPMXEoPTH+EfYESu3GzcZlws7Jgg4YEytIsKHweTD\nHTvAmqWEYs2a0sTq2DGoJM2bK2935kxtwZlLl+JD0uLDkmL2bJQ3Pv3UPPLz3Xdo7/7jD/+Bpzxx\n8CCUqMaNoUK4XPCenDwJn9LTT0NtC1R+DXUkJMC/8tJLIPinTxNNngyiNWgQvAOjRuHpLwKUfZYt\nwzF57bXQJp4xMXgAmjo1NKIlMjLwvfzf/3ivxBdRUXgoNVJ6Mgvp6VCeFy2yZ3vXX2/NORMbi9gT\nowGfUtSpY+y6pUexqlQp8DD39HTlXDx5tAKDtBwoCL7lwLAlVsXFUKIEAYZkObGqVg1/l5cBmXFd\n7of5/Xewf6XhxqIIkqKlzfiNN9BVqMfUdvIk0SOPgLyZZXr8+Wd4tRYtUs/k4oVz50Agb7gBytSu\nXUQTJ+JL9NZbkKGdrKzZgbg4BPWNGoWGiZkz0Y3Yvj2I5qRJgZ/Qwh1XXYUyyKxZKAOFQilNDZUr\nw2/Vvz9ItdPx5JNQhniqQ0q47z48oFox7kUr7CwHXnstSnZSo7VZMLscqBd6FatAxKpCBfVSoFyx\nIoJlhnUCEvmWA+Pjw4xYMSmuqAg/bndpxerQIXhyiLyKFcP69SAaci+OvzLg2rW40Qcyy65bh5ug\nXuPi88/jNa1a6XudGhYuRIL1/PkwSDsBhYW42DAD/cKFiJQ4cgRt3B06WNdhEeoQBCip772Hc3vM\nGLRC16kDj8633/peAMoSqlRBUvuuXYgCCOXj0LUr9uHBB52vwCUlYfbpc885a63p6bjGTJ/Obw29\neqGL1Y6B4snJaMSyguCaRazq1MF9WC/M9FgRqStWycm4PzFuwcB8VgxSYhUXZ+3ny0Wx8njAFi9d\nwsGQKlai6KtYyYnV2rWly32i6J9YffcdTOuBVJQ330Q2lp6y1d9/Q1UyOqBZjj/+wFPvnDnKPjK7\nceYMPBmXXQaJ/pZbULv/4Qdkm2gZCxSBFzExRDffjM7CQ4fQ7frllyAYAwaAcJU1pKXhRpaSgqwr\ntYTlUMAbb8AjOnUq75UExsCBUE3tKntpxdCh8JTyUjArV0bDipGYASOwqhxoJrEyWgo002OlplgJ\nQulAUKLAxCqsFCuWH1FQgJ0uKfFVrPLyoHwwc7OWjsCdO/EapQwMj0dbGXDXLpCawYO174vLBU/A\nO++YY8b++2+s8/vvIRHzxOnT6N6rXRufzerVuNDcf789GS9lASkpUDoXLMB53rgx0R13oMS6YIGz\nlASrERcHgtmhA6Ir9u3jvSJjiI+HAvniiwg2djJiYhC/8PzzxubBWYXmzeG5sWJIsVawBgs7YBWx\natwYMxiDHZtjlFhVr26Px4pI2WeVnOxr3pcOXw47YiWKeBIpKgLDLCryVawOHvSWAV0uZAhJCZMS\nsWIxC0qK1L//gvQE8im9/TZIkp4sokmTEGh6xx3aX6OG1auhAH39tbFQUrNw8iRMrXXqQDlYuxal\nPja3MQJrkJ0NQ/Hu3SglPf88LoxffWXNPDEnIiqK6PXXUWJu1w4ZP6GIevWgXPXta413xkww1fm7\n73ivxBdDh/I1sffuDZ+rvLxkBdq2RUOW2aWp5GTYNrZvD+59atfGfVivgpiZCWKjpTOxfHmQHn+j\nZtQUKyL/kQsMYatYiaI3wyouDgciPx8HjIWDSv1V+/eDbLH5QZcu4d+UjOudOilv84cfAhOfU6dg\noH38ce37cvQonvYmTw7eqL1+PUps06YhioAHdu6EAb9OHTwVrFuHckYop7uHImJjoWJt2EA0fjy8\nJnXrIj/LDs+HE/DooxgV06WLsQGwTsADD+C7NG4c75X4hyDgOjZmjLNUq7vuwkPxoUN8tl+zJuwP\ndpj709LwHV+71vz3btw4+M7AxER0kmot6zEIgrYBy+x3/c0DJPJPrJQUK3/EKjY2zIhVdDSYb2Ii\niFJ+PtjqqVM4sEeO4MMgwpy3WrW8r9+6FSeg1LjudkNG7dhReXtz5sCM6A/TpuEJJTNT+76MHOm9\neAaDTZtgep0yxf5IBVFEWn2vXlAIKlVCSeqjj7w5YhHwgSDAi7V0KVSrOXMwy/D990Pb4K0Vffui\nnHbzzaHZPSkIULSnTg1eMbAanTrhJjRvHu+VeJGYiMib77/nt4abbrLPZ9WiBVQrs3HVVeacf5df\nDlFDLypXRhSSFlSs6L+jtlw55e4/otJlPyKcQ1LFWKpSxcZaWwngoli53WCPTLVixCojA+y2ShX8\nvpxYbd6MDgopNmzAh5edXXp7W7Zgm/4669xuSM6PPqp9P1atQvnxxRe1v0YJ27bhxjFxImr6duLP\nPxGWev/9WENuLp5aWWdmBM5B27Ywd8+Zg+ynK65Ao4XcrBluGDIE42K6dVPOqXE6qlRBrtnQoc72\nywkCwo3Hj+e9El/cfTdiSnjhxhtxnbcDzZvDDmI26tXDw3KwuPxy3CP0Qg+x8uehIoKyl5en/P+U\niJU8bV06fDksiZXLhZ1MTfUOvDx5MrBitXlzaZL055/qQ5d//hlPPf5KdfPm4QKotQPP40HJ8PXX\ng5sNt3MnkobfektbvpZZOHkSgZX33ovw0Zwc3MBYuTUC56JZMxhqf/sNpdqrrwbZcvJNO1iMHo2Y\nlNtvt1a6twqPPopr3IwZvFfiH336oOzmpFyrjh3RxMCrHNyuHR7c1VQSMxGuilV2NmwzWmC1YiXN\nrgprYpWSgosOI1jp6VCs1IjVpk2lFat//lHvoJszJ3CC+uTJmF+mFV9+CZPtvfdqf40ce/ZAfh87\nFtEKdsDjQcmzQQMc523bQOiUAlUjcDYaNIDZ+IsvUJLu0cPY02QoQBCgKCcl4YHAST4gLYiJQWn9\n2WfV/SFOQEwMHrScpFrFxIDw8VKtkpKQTWhHmv7VV8PDZDaJY8bzYElEjRrGrjHZ2eaVAtWCQIm0\nKVbS7KqwIlZEuFCy6dKMWBFBtYqOVi8FiiKIlVSxEkUkN7dpU3o7hw7haee669TXkpMDFaxPH21r\nP38eHXPvv288DPPcOZhyR45EGc4ObN0KVW/qVAR7vvNOcGpbBM7ADTcQbdyI8795c6iooajqBAIb\nGXPwINGIEaGn0LVqBR+j00bIyHH//d6wVqegb1/+5cDffrN+OzExMJqvW2fu+yYmQqgIVvVzQimw\nXDn/pUC5NUJJsQrLkTZMsYqJAWNMScGBcrvhryLylgJFEScDI1bHjuG1Ui/VwYNQv5SiAObOhTcj\nJkZ9PR9+iNwqrSGXY8eCFLVsqe335fB4EALZpQt8F1YjPx8ErkMH+BX++QehcRGED+LicMNevZpo\nxQqMGAqFeXV6kZiI7/TixYhGCTW89hoUdCcHwCYnozN4wgTeK/GiXTuoGLwywTp3todYETnbZ1Wj\nhvFSoJMUq7AtBRJB7YmO9ipWxcUgViUlOLAsLCwxESyVyGtcl/ql/vkHT+tKHqqff/bfDXjhAnwP\nDz+sbe07dxJ99hkukEbxxhsw6dtx4VqwACWjffug9A0dGin7hTNq1oRfcNw4lJdZqnY4oUIFKK6T\nJ6MkH0qoUAFltkcesScbySgeewxlZqecO1FRsCzwytlq2hTEQEtkQLBo0cIaYmWGz6p6dVSB9GZZ\nmemxio+HOKEUO6NGrNQUq7AkVjEx+ElK8gaFZmbiBK5UCf9PyV8lN66rlQHz8kC6br5ZfS1ffQWf\nE8vMCoRhw6D+KHUfasGSJbghzJqlb2SOXhw5gtyuxx5DhMPMmZBjIwh/CAK6S7dtw/epQQOUf0PN\nl+QPVauCXD37LN9kbiO45x5YHngGXwZCVhaIzOTJvFfiBesO5FECjo5Gyd2O2AUnK1bx8RA/tJIk\nBj2KVaBSoCCoG9hTUpTN6/KuwLBXrJjPqlw5sFQWteCvI1CrcX3BAnirUlLU1zF5svZwmUfhAAAg\nAElEQVSIhfnzsR49AaJSHDgAFeHrr7UTOSP46iuQz7p1ETXhj1hGEL5ISUG57LffoOxce23wIYFO\nwlVXEc2ejbL6qlW8V6MdzIg/diwegJyKp5+G4V5LYrYdaN4cSokZc++MwK5yIAtn9qfaGIFZnYFG\nDOyVKmF/tChdgRQrIvXIBS2KVdia15nHKjraS6zkUQtqGVZyxaqgAORBPpCZyBuzoIZly0Du1GIa\npCguhlr17rvGlKaiIpjjn34aTz5WoKQEaxwzBoGS48aBrUdQttGoEQJgH3wQ6ux774We8VsNbdqg\nNN+zJwa1hwrq1YP9YPhw3itRR+3a8DZNn857JYAgwMT+7bd8ts8M7FZ/d6KiEC1iduwCU6yCXb8R\nA3tMDJQof4nqDFqIlZpipTVuISyJFRHKEszrw4Ytnz6Ng3rkiLdstXcvfCNEYLs7dviOsmE5PnIC\n4XJhWvstt6ivYcoUeI60jKKZPBkXmq5dte+jFCNGQKUaMcLY6wPh6FHcNHNyYIyVq3oRlG1ERYFY\nrVoFxfSuu8InWPSWW6D+9OoVWgGiL7wAG4OTMqPkGDYMqpVTiHifPjD/80CtWiAIu3dbv61rrkF2\nlpmoWBHrD9Y3V62a/rE2RCgvBxqwTOR/ZA1DaqoysUpKKk2spEOXicqIeZ39Wa4c5M+KFXHwmYcp\nN9dLrPbvh6KVnOx9rzVrYPaTY80aEBmmfMlx/Dj8TvfcE3i9p06hhd1oF9L33yMxe/r04OcJKuHP\nP6HYde6McmWFCuZvI4LwwBVXQL1KTUX7v5Fp9U7E4MFIph8yxDkkIBASE5HIHuzkBivRrh2e7q0I\nrTSCJk1w4+QVBdG6tT1l5wYNrOmAvOKK4LPuKlfW77Ei0qZEEfmPU2BQ8lIRlfZTEfl6qoh8yVRM\njH4jvh5wIVaC4P17WhqIVXo6TG5KxGr7dtSJpVi9WplYLV7sf5DxZ58hxZl1G/rDmDF4wpdvWwt2\n74aHa9YslDvNhCh6E9s/+wwXaaO5WhGUHSQkEH36KdETT+DG+csvvFdkDt5/H/6bUOoUHDQI17il\nS3mvRBmCgDV+/jnvlQCCgJgaXg0LrVrZozDWrw+Li9moWRMd4sGgShXjxOrUqcC/l5Cg3vXHoFTy\nIypd9iPyLf0RlSZWVnbnclOsPB78t5RYMcWquBiyJTOy5+SgTizF6tXK/qpFi9RN2x4P0SefED30\nUOC15uaidDJqlObd+38UFqIzb9Qo7aNytCIvD51fP/2E0p8/EhlBBHIIAjw+c+eiHD5qVOh3DSYl\noR1/xIjQ8VvFxmJczwsvOFdp698fx1WuBPBCt258iZUditXVV+McNltNMYNYGVWsMjK0KVas68+f\napWSomxl0EKs4uLClFgR+Q5i9nhKK1ZZWajjVqniDfeUK1Z5eegglHquiJCJtWkTnsaVsHw5Phgl\npUuOt98GAcvM1L+Pw4bBl2V2COjGjSCTVatiX6pXN/f9Iyg7aN0aDydLlxLdequzx61oQYMGaNro\n29c5RCAQ+vaFX+TXX3mvRBk1aiAN3CnK5o03IgQ3P9/+bV9zDUp08pu32UhJQSed2fMRa9YM/j0r\nVzbWzaq1FEgUmFgpJawTRRQrRWJ1+rSvYpWbiw4EBrlitXYtau7yVPWlS9FartYRN3MmUb9+gf1O\nx49DrXrySf37+O236CD59FNzfVWff44Ly+jRRJMmWZuFFUHZQHY28nmuvBIPG5s3815RcHjoIezL\ns8/yXok2REfDfP/ii85VDZ1UDixfHoGdPCYLJCXh4d6OyIf69c33WV1xhXmKlV6FVWspkEibYqVU\nCpRHKxApEyvmubKaWPkZ+GI+pB4rlws/qalQrMqXB6HJysLFnhErUYRiJSVWa9YolwEXL1YvA5aU\nEP34o7YAtvffx9Ok3jDQHTvgX1myBITRDBQW4j2XL0dMRP365rwvT3g8yPbavh3H7OxZPIUWFAT+\nMyEB0jL7ycxU/+/UVGuaBsIJsbFEEyeCWHXsCNLety/vVRmDIKDU37QpOmUDDWB3Anr1wjSHH3+E\nfcBpuO02XH+OHnVG0HC3blD4jHZpBwNWDlTKTjQTDRrAZ+VvcohemFEKTE7G9SIvT59vuGJF7YTU\nbMXKn3k9rIgVezIrKcFOx8d72yLj43GAcnMhQxOB6Yoi5FGG1atLn3SiCH+VWujnH3+gbVaqhCnh\n/HmkVeud6VVQQHTnnShHNGmi77VquHgRF5KsLOxzqA1OLihA91lODkhUTg5+du7El61ePYSZMkKU\nmIgnQ39/FhbinDh1Ctkop06hLLxhg/ff2f+Li4PHTfpTs2aEbCnh3ntxQb/tNlwEX389NBsiypcn\n+uYbXB+uuQYt4k6GIOCa8dRTOPZOGzuVnIx1zZhB9MwzvFeD62Hv3nj4tft73KqVPR6v+vXNLw+z\nkTQul//5uYFQpQrKgXqIVUaGdsVKLQCUISVF+b2c5rGylVgRecuBjFhFRfn6q4hwAlx3Hf7O1Crp\nl2jNGqJXX/V93z17cBDVFJ2ZM7U9iX/0EQzhSoOd/eHJJ7FtLcZ4Lbh0iah7d6TxfvxxaNzk9u7F\nBWHxYpSVjh4Fmb3qKnyGt9yCi3OdOvaQxGPHUDZeuxY3hmHDoHxdcw0UzwjZ8kWTJiDwt95KdN99\nKGfHxvJelX60aQOics89eKAK5kZiB266CQ8WM2ZgxqPTMGgQZhyOGMH/e9KwIa7zu3bhOmInWrc2\n1sykFw0aYK6kmYiPhzhx6FBgccEfWDlQ7m/2h7LosbJdsWLlwOJir8lUnmF18KB39EtOjq9x/eRJ\nlI6uvNL3vVnMgtIXv6gIaezjxvlfX2Eh0qkXLtS3X3/8AbVsyxZzLjyMVNWq5WxSVVICM+n8+fg5\nexYS/b33ohxTsybfm1p2No5j9+7ef1MjW23aoHTUo4fxeZDhgIoV4RG84w4oA7NmQS0MNTz3HL6X\n48YRvfIK79X4hyDgQXHAAMzFc5p/sl07XBvVsgPthCDgGvPrr/YTq9q1cdNnlhWrUK8eiGNJibkP\nNqwcaAax0gMziZVaV2BCAjiFx+O9X5Yp8zqRN6uioAB/V1KspMRKblxv1qw02Vi0SD16YNEiPOmw\n+AY1fPEFCIF82LM/FBUhnPD9981RYfLzoRjUrAnFwEmkShShDH76KW68lSrhBpaaijmFR44gV+vO\nO3ERcqJSwMjWyy+DbB86BFV0wAB42K66Ch6K8ePtSVp2IpKSkHKdno7w2UChfU5EVBRyraZOhT/R\n6bjuOpTFp03jvZLScFqmVdeufGIXoqKIWra0Ps8qMRH3P7PDUM0ysOvtDNRTCjSqWAlC6aT1QOb1\nsEpeZz+MWJWUoF574gRu1KKImx0jQTt3+j6ZrF8P8iOFy4VOkU6dlLerxRjq8UCt0usjmDAB6zPD\nKJufj3JZ9erOIVUeD5oJ7rsPvrf27UFAunf3jtEZNQqlNSes1wiyshC2+s03eBodNQoEsl07kOxX\nXkGMh1PzhqxAbCxupE2a4LN2ykBePahcGcRq8GD/oYNOwcsvE73zjjM7BPv1w3XUyrRqrejYESOB\nrLwxqqFZM/NHziiBqVZmonp1YyNppMjK0jb3T4py5UCGtJw7aWn+x1MlJalHXih5quTmdaZShZVi\nReQ1sBcVgUi4XBjFwgYxszlArKtu927fst/GjchWkWL9ejB8qcGdoaSEaN68wB0WS5bgg9AymJlh\n/34Qq/ff1/4aNUhJ1bRp/E2sx44RvfEGlKfhw0FmlywB6Z0xA0+wVsrhvBAXh87Sjz6CKX7KFHzR\ne/bEsXjmGf2NDaGKqCh0CdaujbJgqORDSdGjB5SgCRN4ryQw2rRBqWPJEt4rKY1atXB9tSMkMxDK\nl4eibwfBkcOqkTNymJE7JYfRHCop9EQnMERF4bzWMs9TLVmdQclLxeCv9EfkO8YmOjoMR9q43TgA\nly7hz/LlvcTq8GGoVSzrKjfX10i+aVNpYrV0KdENNyhvc/lyXBRYaVEN77+PtmI9Hqnhw2FaZ6N3\njMIppMrjQdn09ttREtu9G7lcGzbg2NSty9+8aieiozGHbsIEXOR++AFf7LvvRrlwzhxnqgtmIioK\nEQbly6P5g4dKECwmToQSFOysNKshCOhq/uAD3itRRq9e/AYhy9G2LdHff9u/XatGzshhRtlODqMj\naaTQmqIuR6BuPwYziVV0tHfCC5GvShW2xCo2FvJgYSEu2qdO+RIrIqgjGRnewM/CQpxs8vE2y5ap\nE6vZs/G07Q+7dqEbql8/7fuycCEIR7BhhE4gVUeOwDxbqxbRyJHwqu3fj3Jky5Zli0ypQRBQFhsz\nBuXpYcOQP3TVVSAeoajmaEVMDFRKlwtda04oB+lBzZroEnzqKd4rCYx+/VDmciIJ7NUL11MnlMTb\ntkXjjN2oWxcPWVaXlp2sWBkhVloGLBOpe6gYlIYtM8hzqwTB10sVtsTK4/EqUQkJOID5+cqKFRF8\nLtIy4NatKEtIu2ZKSvDkolTC83jwhBWIWE2eTPTgg+qJ7XIUFRE9/jhUroQEba9RAiNV1arZT6o8\nHnTW9OqFp7ADB6DIrFuHWXJmBZyGI6Kj4dlbtQoenjlzcCF87bXQHw2jhrg4ou+/R4n4kUeccXPV\ng2eeIdq2Dd2rTkZSEhopPvqI90pKo2lTXPu2b+e9Eq9iZfd5mJCA7/rOndZux6mKlZFSIJF2YqWW\nrM6glLDOEBdXmvCqdQKGFbFi42xcLpCYmBh4qtSI1e7dUFEYlMqAa9eifbRixdLbW7MGHWtyhUuK\n8+fR0TZkiPb9ePtt5HhI2/j1Qkqqpk+3l1StWgU/xwsvYA0HD4IgmD0wOtwhCEQdOuBmvXgxUuRr\n1UKJ+MAB3qszH4mJ6KTcvJno6adDi1zFx6PE9vjj1s97CxZDhuCa4DQVVBC8qhVvXH45ytRmkw8t\nsKMcyKIRzPyOZWWhSSwYQmG0FFiunNc/7Q9mlgKJyhCxIvIqVqmpGJzMiFVGRmliJTeuy6MQ/vpL\n3XCupQzIZvBpTWjOzYVf4733tP2+EniRqqNHYTrv3RtejrVrodSlpNiz/XBGw4aI69i4ERf8Jk2I\n+vfHw0A4ITUVre5//OH8fCg5OndG9+obb/BeiX/Uro0Q21mzeK+kNJzisxIEfuXABg2sn6uZkoKf\nY8fMe8/YWESo6O3qk6JCBdyz9XpL9XisgikFlllixRSruDicOOfO4aCfOQPVSV4KlCtWcmL1zz9Q\nX5Qwe7b/bkCPB11PeoYtDxsGr4ZRw7rbjRERVavaR6qKi5HL1LAhnlp27EC5IVTjEZyMatWgaO7d\niwvwzTcT3X8/nhTDBRUqQKH77jvsayhhwgQoV070MEnhVBN7+/Y4t4Nt2zcDvAzsdnYGmq3IBeuz\nionxCiJ6YFYp0J9iJY9XIPLNroqODmNixRAf7yVWUVEgV7GxIFasg0+qWIli6VKgKKoTq5wcMF+l\nYc0MCxdiu1qHai5YgCeVYGZmvfgiGLRdpGr+fFwIli/HsXrzzdCbORiKKF8e4ak7doCI1K9P9OGH\noWf8VkOlSkhonzQJnaOhgmrV8CA1YgTvlfhHt27IVFuzhvdKfBETA7V97lzeK0HOHA9i1bChfZ2B\nZhvYzeoM1OuzMqsUyLKolK6jZVqxIsIOxsR4iZXLBX8VkVexYinfTLE6cgQETJqddOAAfo8NbJaC\nqVX+VBk9EQuFhfjdSZOMG9Z/+gkhlDNnWp9KvnMnPGDDh6Pd/JdfUGKIwF6kpUElWboUCk+LFiC4\n4YCqVXFePfkkn5KMUYwYgTL4H3/wXok6oqPhtXKiauWUcmDjxrgH2N0wUqsWyInVoblOVKyIjHUG\nmtUVKAjq5cAyTawEAWRHSqyKisCCS0rAhLOy8LSWkIAPhAhqVcOGviSIqVVKxCiQv2rHDsQl3HWX\ntrVPmADlp2tX7fsr397DD6PzjpFIK3DmDG4c116LhOLNm42vOQLz0KABYkGefho5YQ8+qF9OdyIa\nNULzR58+fIzERpCYiO/zE084W0F84AEQmDNneK/EFzfdhAYY3h2wMTF4UFm50v7t1q1rfTnQKsWK\nR0io3hwrf6Z9tXKgFmLF/h52xIoIOxgVhdbiwkKYuTMy4EPJyMD/z8319TFt3YqbkxT//UfUqlXp\n7Zw8CcWmfXv1tXzyCYzcWtSn48dhWDea3pyfj/b8ceOsG2IqihjYXKcOGP+WLbiJO22ga1mGIBDd\ncw/K1HFxOJ/nzeO9quBx880oj/frFzoBor17oyT+44+8V6KOjAwY7p22xuRkotat0TjEG82b80lg\nr1PH+lmiVauigmMmMjONxSVIUb68/vmhqanaFL7YWHADf9cReV6V9LXy10nH2EjJFAsPtQpciFV0\nNH7i4nDAz55Ft8Lx4xiSS4SASmmJLycHYYxSrF6t7KFasgRt8GqTwYuL8ZT9wAPa1v3KKwhGlCbA\n68ETT+Am+tBDxl4fCBcu4Ib9wQfwUn30kfc4RuA8pKXBb/XVVyijDRjgPFVCL4YNg7o8ejTvlWiD\nIMDvOG6cs9Pz77oLJWSnoX17Zwy3btjQ+g49JVhRppMjO9vcrkAi3GeDvdYEmuenhKQkCAxakJDg\nP4BVyaRO5EuiGOSGdfZdj4oKM2LFSoEsFZV1BKan4yRiHio5sdq+3TePyu3Gk4oSsVq8GE/Rapg3\nD++lxXOUk4Py3YsvattHOb76Cv6TqVOtSTDfuBH5U6mpmLp+9dXmbyMCa3DDDShxV6iAG8TPP/Ne\nkXFERSFuYvp0lDxDAd264WLrZNWwWzf4wY4f570SX1x/vTOIlR3RB0qwokwnR+XKziRWqanajOhS\n6CVW/jLc1IiVtNQn/TemUkVF+f49bIgVEcgVM5RLiVXFijiJlBQrUQSxkipW27fjxCtfvvT7L14M\nH4AaPv1Uu1r1/PPo7kpP1/b7UmzfDvP4rFnmd+Kx0t+NNxKNGgXipjU5PgLnIDkZzQUzZ6J0+8QT\n1k5dtxJZWSBW/fsbCxG0G4KAkNxXX3Vu2GliIsiV08qBLVogyV6vcmE2rrrKnhEzctihWGVkoJpj\nZnk9VBQrI8RKqRSoFrEQVsSKXbwYsWIxC6dP+y8FnjyJ11aq5H2v1auV/UqbN+NDlOZfSXHoEJSd\nPn0Cr/evv6AIPfaYtv2T4tIl+Kpef7109lawYKW/yZOhht1zj7nvH4H9uO46tNbv3EnUpUvolga7\ndCG68048uDiVrEhx2234Pv32G++VqMOJ5cCEBCjlvDtc4+NBcnJy7N2uHcQqOtrrPTYLFSvyU6y0\ndlHGxxtXrOQPpVLFqkwQK/Z3f6XAyy/H35m/SlpKU/NXBVKrPv8cF6qkpMBrHTECT7NG4hUeewyz\ntbQqY1qxaRP2OyUFnTl165r7/hHwQ/nyyB1r3BhNGU6YyWYEr72GNngnzruTIyqK6H//g9fKqbj5\nZjwwmm1kDhZO8lnZkSslRfXq6K6zWl0222dlVikwVBWrsPVYEYEgKRErpliJoq9iJfdXEakrVosW\nqfurPB6UKrSQnUWL0NLZt6+2fZPi88+hik2ZYp6vShRRwuzUiejll1EGjJT+wg/R0eg+feEF+Fic\nPjRYCfHxCA19+WX7b3hG0LcvlGwndLkpIT6eqGdPDMF2EpxErOz2WcXFQQSwOoHebJ8V6+gLhlSk\npTnTY6VkXpeqWHKPVdjFLbCdEsXSilV2NvJ9BMHrn5J3BBYVIX6haVPf98/PB6G54Qbl7a9YAaVH\ny7Dht94ievZZ/WNftm5F6/n335s3g+/iRfhWJk7ExT9S+gt/DBoEM/tDD+FcDIWymhR16yLl/+67\nnT/0OCYGXspXX+W9EnU4sRzYpg3RunX8P19eBvZQ7AyMjobipDcuQQo7FCsjXYGBzOthG7fAIAjY\nQY9HuRQYqCNw82aMuklO9n3f5ctBttLSlLc7axaeTgOpSKtXI6NEa3gow8WL8FW99VbpzC2j2LoV\npb+EBJT+5MpdBOGLNm3woPDdd4hk8PcU50Tcdx+6VJ0+PoYIx3frVnz3nYhOnXBNctKMw5QUXOf+\n+4/vOiKRC/oQbDnQiGKVnOyMUmDYeqykg5jdbmXzeqAMKzV/lb8yoNuNzpo77gi8zvHj0c2nloOl\ntm9DhxK1bIkbihlYvx4X1JEjUQYM5AuLIPxQrRpUypISlAaDTU22E4KAbtVff3V+lER8PBRqp6pW\nsbEINZ01i/dKfOGEcmDNmiAKwagwRrcbqsQqmK5dp3qstJjX7fJYWTyxzhfScobLhZsFm/sTG4uu\ngQoVfIlVfj4IFzOyE6F7SslftXgx/E1KWLECJ2mg7Ko9ezBDbPp0PXuG7a5da97T2/r1GEXz4Yfo\nXAo1FBdDwbt0yfun9O/sz/x8PPlmZfn+pKVZk/sVikhKgmfptddgal+wwDxF1GqUL0/09dcgBW3a\n+Hb2Og0PPohjvHUrhmY7DXfdheiXZ5/lvRIvrrsOM1d5IioKn9eWLURt29q33Zo18TBvJbKzzSeu\nwSpWRroCmUhRXBx4GoiWrkClUmFsbGnyJlWsmLfb47HeY2U7sWLkqqQEBzk6GmTq9GnE7QsCDIHV\nquH39uwBqZIOLd6wgWjwYN/3PnkSBtRrrlHe9pw52gjKBx/A3K7HH3X4MHxVy5aVLk8awcaNoUOq\nzpxBp+KmTVj3pk24MZWU4BgmJ+OH/V3+Z1ISyhu//w4CzX5KSnATlhOuq6/GxVxp8HY4g2Uu1aqF\n7LJff1U/152Ga6+FR3DkSKJp03ivRh2JiUT334+HKqPjq6xE+/ZEu3ZhJElGBu/VAM2a4XrMKhG8\nUKsW8qzsJFZVqpivJsmRnm7+TMbUVP+DjgMhKcmYr46NoglErOLi/Gd3SVUoKZTm/0lVKkHwkitp\nA50VsJVYMYgiWGRxMXawXDnfi8Xhw2g5JwKxkmZSuVzwXMmfKP/+G0/E0dHK25szh2juXP/rungR\n6dHr1unbn2efxYBlM1SETZtQzpw82VmkyuXCRV1KoDZuhPzesCGyulq0AClt0EDd56YV+fnIb5GS\nrWPH8Dk+/TS+pO3agWS1a4fzQW+jQSiib19I5V27Ev3yC0rPoYCXX4Y/UK2b1ykYOBAE5o039FkB\n7EBsLM71pUu1WRrsQOXKuL5KMwh5oEYNVDrsRGamuRlTSihXzvwSJxt0bBSBzOVqiI1VLuHJoVTS\nk0KqQsn/XV7ek5f8WNRTWBErpliJIg4w+3DKl4filJmJ/z5yhOiyy/D3vXt9idXu3fgyy5PM//oL\nN1klbNqEAxqI+MyYgYuqHjVk+XJs++OPtb9GDVu2gFRNnKgtwNRqFBSg7DRzJv7MygLhbdQIZZNG\njaAmWkFokpLw3tISMIMo4jz46y+UeN95B4rntdd6iVbz5iBf4YhevXDx6dEDKmkoNDSkpSEratgw\nfG5OLfPWqYPrzaJFRLfcwns1pdGpE9RdpxArQfCax3kTq7Vr7d1mpUq4b1kJK4iVnrBOJQQq1akh\nkBLFoIVYKSlWSuU9QfAlVuy/rSZWXJ7xGbEqLMSBKF/eV7E6cgQyK1FpxWrzZuUkc3/Eas4c3Iz8\nXcxFESrR449r3w+XC0GgEyYEXwLctg3Bpu+8o78b0UyUlIBEDRiAz+CDD7Cu3FyQmR9/xAidXr0w\nL4uHSiQI8Mqxss2uXTh+gwbh3HniCSQM33orSmZW1tJ54ZZbEGfQpQtK4KGAgQOhRDotj0mOgQPV\nvZq8wYiVk8CrK08KHopVRgYe6Kw0QVulWGk1kishNhbXVL3XVTXTuRxKsQlSqBErNcVKSqDsKgVy\n6QpkxKqgAOREqliJIkqBUmJ1xRXe99i0CV9kKS5ehK9HrSzCiJU/LF2KP9UysJQwZQrWHKy6lJND\n1LkzYhruvju49zICtxv7//DDOO5jx3pngf3+O9SpihXtX5ceZGfjc5g4EU+uR46glDpqFKI53nzT\n+qdLuzFwIDpRu3Qx34dhBaKjid59F6Vz3tlH/nDnnURLljhz3mHDhsj5O3CA90q8aNgQ12We4EGs\nYmNRObHyu5eW5rxSoCAYKwdaXQpUUqx4lQK5KFYeDz6U/HwwU6nH6vx5b4gZkTbFatUqoiZNlEfP\n5OaCqF17rf81TZoE9UlrieLECaIxY/C6YMoaO3bAjPz660T33mv8ffRCFJGR9NRTaBQYPhzHefVq\nopUrodxVrmzfesxGWhpiL1avRov6jh0o89x7L/Yv1AI31fDMM1AUb73V2WSF4frrYXh+913eK1FH\n+fJE3bujE9NpiIoi6tgRnctOgVMUqwMH7P9eV6pkrc8qIQH7ZGaGnZ7oAzUYKQdqVayUEtSl8Gde\nD+SxCstSINsRt9tLrIqLfUuB0jKgy4UvS82a3vfYtKk0sfJXBvz5Z9x0lEztDPv3wyulh9iMHIly\n2dVXa3+NHLt2gVSNHYv3sgv//YcbXP/+OPZ//IF4h2efVfY0hTpatEDJcM8edNINGgQiPnVqcN0x\nToAgEL39Nj63vn2tn11mBt56CyXvo0d5r0QdgwZFyoFaUb8+Gop4ltxZ97HVZnI5rDaws+YuM1Wr\nYBUrImOKFQ+PlZpiJS8Rmg1uxCo2Fje1wkLfUqC0DHjwIJ4ImBJ14QK6T6QKFpE2f5U/fPghyipa\nIxZWrYIPadQobb+vhN27cYF85RXzAkUDYe9e3Hx798b+5uRg+6FgfjYD6elQ5nJyQEYWLcIw1cce\nw7+FKqKiQByLilDOdboaV6sWukdffJH3StTRqRO6UJ0467BjRxArp3zOqakoxe/ezXcdPMqBoWhg\nN4NYWalYWdkVKFWswiZ5ncHtxgdz8SJUKzXFSt4RuGULFCKp+lRSAgVGKb/k9GlEJ9x4o/paCgpw\nU3r0Ue1rf/RReHaMRgrs3YsL94svahsIHSzOnAGhaNECT5c7d2K7/lS8cEZUFMNZrNAAACAASURB\nVDxtP/2EyIj0dHSDDh0auj6suDiiH35AScbJhIXhhRfQWKA32sQuREdDRXaialWrFh5MnfQwUFZ9\nVlaXAonMJ1ZmlAIDpaMrQY/Hyoh5XSlNXYlYhZ3HSjrOJjERB/D8eZw4TLGSRi3I/VVKZcB162Bu\nZwObpZg3DwQmMVF9Td98Q9S6dWkVTA3Tp+OkMuqHystDpMJzz2HArpUoKkLHYr16IJDbthG99JI5\nIabhgmrV4JXLycEX/+qrccy0XACchpQUovnzQbB4p2EHQloa0ejRiF9wivIix8CBSI13WnlVEJxX\nDnSKz4pHllVZVKysLAUG8lgFE7cQ1uZ1plglJ+OEYeb1ihVBrJhpeu9e347ALVtKdwT+84+6MX3u\nXKKePf2v5cMPUQrSgvPnQUwmTzZmWBdFdNh17gx1xCqUlCDhul49oj//xM+UKcihikAZ6enoKPzr\nL3RINmjg7RQNJWRmYrTT+PF4sHAyHngAHVVOXWfdurhZ//Yb75WURqdOzjo/GzbkXzatXt3+bkm7\nQkL1jpDxh2BzrIiMlQLNUqzUSoVKhKvMmNeZYsWI1fnzeHo9cwbE6tgxb9Dc/v2+ZuqcnNJ+oLVr\nlQcyswgBtaHMRIhoOH4cREcLJk1CWbFJE22/L8fHH8OHYFVHlMuF0kW9euhomjED5FI6wDoC/6hX\nDzf6CROgWDzwQHBztXigRg2Euj74oLOHNkdHEz3/PNF77/FeiTp693Ym8WveHA0nTkHNmvarRXJk\nZtofkZGaGjxJCYT4eGNJ52oIpAhpgZKfKRC0Dj4OJFqo/X+lf5f/G/tvqwOKbVesWI5VbCyY84UL\n+HtMDE6gEye8yop0ZiARWubr1vV9v3Xr0L4tx7p18Gr5SwP++muifv20hVzm5eEG8PLLgX9XCVu2\nwPsyc6Y1ieBHjiCDa9o0os8+w1O2nXOzwg233orPLCkJ6tV33zm3ZKWEtm2hivbv7+yA1D590FHG\nu4ykhu7dUV512md/5ZW4VpqpZASDatVwveaJYIcLG4EZ6k8gaDV9a4VaKU0PtJIkKfSoRIF+z2nf\nRzm4KFbR0SBTTLFyuzGImQgKUqVK+PuBA5B3iXDynjzp/W/2b/v2KUce/Pabf9O6xwN/1T33aFv7\npEmYz1anjrbflyI/H91448eXJoZmYOlSPMF26YKyX/v25m+jLCItDZ/7jz8iEuPWW50VzBgIL7yA\nJ9Px43mvRB1xcURDhuA4OxH16+P65CSjOBGuofXr8zeMM2Rl4eHTzLwlvahQwf6g3GBTzLVAqzdJ\nK5xOrAL9nlPHYUnBxWMVFQWFiilWbjeeNohArLKycEM4dsxrZN+1CwZzaSfbhg24uChNy/7tN/gQ\n1PD33zD7Ko3HkSMvD/4bo91Ww4djxt7AgcZerwaPh+i116C6ffUVbqRlYRCx3WjTBgpoq1bIwfrg\nA+c/MRHhuzJjBkrPq1bxXo06HnoIY26cmHQuCF7Vymlo3BhdrU5AVBQqBDzHK/FSrKwmVlq9SVoR\nKM5AC6wmVoGg9j5K/87jWs3lNhwdjR9GrIqL8bRRXIz/Tk9HeGBmpnfC/M6dymXAa64p/f4FBd4Q\nTDV8/TU6+7R8iBMnEnXrZkyt+v57kLwpU8xl2mfPwpg/fz7RmjX+SWQEwSMuDo0LK1ag3Hrffeb6\nHqxCtWoggv37W38DMIqsLJzLn37KeyXK6NYN0RBOg5OIFRH/ciAPxaqslgKN5ECZVQoMxmNlF7iV\nAqOivC2b+fn4Upw8iSyrqCiUXAL5q9auVfZX/f03ulTUcqaKi9GSrmUu37lzKFO89JL2/WTIzUXm\n1bffGs+8UgLb79q1iZYt86p6EViPevXQOXjhAkrNoZB71acPzhcn51s98QQIoNOiDYgQyLl6tfkz\n24JFhFj5ghErOxUKOxQrJxIrI8nlWl9jdceeHecHt1JgVBROmNRUkJf0dG8ZkAhfUKmfis16k0LN\nuP777/79VQsWwJdVo0bgtb73HtEtt8AsqgclJSjRPfssgjnNgCiis7BrV+9YEKboRWAfkpOhRLZv\nj/Ig7zZzLZg8GY0Tf/3FeyXKuOYafB/nzOG9ktJITkYzgNNiFxo1wrnnlOaE6tX5EitpQ5RdCFVi\nxasUaEZXIJHxUqBdChaXkTZRUdhB6XTwChV8OwIDKVYFBYguaNCg9HYCGddZGTAQzp3DDcnIk/4r\nr0ClGj5c/2uVkJ8Pj9akSShH9eljzvtGYAxRUUSvvopw0Y4dnVkqkqJiRZSj77vP+tKFUTzxBMru\nToQTfVZpabhe7trFeyUAb8WKCPcRO31WZoRtBkJsbNkyrxNFSoGGEB2NHY6KArE6cwZfCGlHoFSx\nEsXSxGrjRpRl5NEFZ8/id1u3Vt52Xh5mxGkhJu++S9Sjh/ZUdoY//kCe1BdfmGMm37kTyggR0b//\nGvN6RWAN7r0Xg74ffBDqppNN7T17wog/ciTvlSijVy+Uz5045qZbNyjdVs4XMwInlQOdQKzS0+31\nWYWiYhUT42xipeX3nHydJeJArBihIsKfaWn4IqSnqytWx4/j5GKdg0TqZcClSyHbK3UKEmE+3A03\n+L6XEvLy4PnQq1adPOmdMWZG0vkvv2B/Hn8cRC0yjsZ5aNMGEwCmT8cQZDOfLs3GxIn4Dvz5J++V\nlEZsLDyJThzHU6sWErCdFMpJFCFWctjdGZiYCMXKyht9OJUCzegKjMQtKEA6p0cQEHlw9ixm/Z04\n4atYMWK1c2dplWb9eqKmTUu//9KlKM2o4dtv4X0KhC+/RKeddKROIIgiWsfvuUd7mrs/LFqE5O/5\n8/G+oXBClVXUqIGmiaNHkdbt1FmD6ekoCQ4e7Eyj+ODBRLNnO88oTgRv4+LFvFfhC+azcgKqVuUb\nt0CE+8i5c/ZtLzYWRMXK73ugES96YYQUKUEvmbQjIFRL3AL777AaaUPk/WAZsZLPCyRCkniVKvh7\nbm5pgrN1q7K/6t9/1WcHnj2L/9+9e+B1fvwx1Ac9+OknBAmOGaPvdUr47z+UmX76iahly+Dfz2oU\nFuJz+vdfqGzLlnlHBjnxBm4FUlPxecXFEd11l3OVq1tvRSfpjBm8V1IaFSuiKcCJY2RatUJ3oJNQ\nowZ/lYiBzbTjWaYxO0zTCfB4fPMbg4XbDbJm93tofY3b7X9/1Y6HKJa23sj/TS7sWIUgD68xsB0T\nRZS2Tp3Cl5LNC3S5EBbISmm5ub4zA0WRaNu20onrBQX4d6VsKyKihQuRbRWonLZqFYhChw7a9+ns\nWZhvZ80KfmRNTg68XdOnE7VrF9x7mQGWC3b4MBSZo0cR3ir9+6VL+Lyys5E/dvEiyqInT+LYpKXh\n3zMyfP/MzETXZOvW4dHhGBuL7rvbbgMx/vrr4C9iVmD0aKJBg6CuOu243347CKrWqQh2oVkzzDZ0\nEqpWdQ6xio3FT2EhSmQ8YEb4pV4o3dDNhMtl7jWkpCT49zOyJq2vCUSs3G5lq4/HU/pzYAIOQ9gT\nK4/HS6zy8nDjPX0axOrECZQs2IeQm+urQh09igObkeH7vuvXY+Cw2pd6wQLI+YHwyScwI+v5sjzz\nDEpAwc7nO3QIg6PfeAPKAi8cOIAS5Pz5RMuXI+H+8suJKlcGeWrc2Pv3ypXRfKB2vNxukKtTp0C0\npH/m5kI52bsXJdybb8aPlEiHGuLikJPWowe68MxqYjAT7dtDBf7iC5zrTsKttxI9+STIupM8hbVq\n4Txm1yknIDMT8QIFBfzIjBSpqVCtyhqxsvIm7XKZq1i5XME/TBklVlr2w6hipUSsypRiRYSD53Z7\n5wWWK+e9YB096i0DEuHmK/VFbduGG70c//6r3g3o8cCzNHq0/3WdP+8t6WnFhg0gIDt2aH+NEs6c\nAal47DGoCXbC7cbxmzcP+3L0KEho//4Yl8NmORpBdDRIcEYGOjmVcPw40ZIlUBVfegnbYySrQwdn\n3WC1ICEBmUydO2Nw97hxvFdUGqNHQxUaMEC92YMHKlaEirlwIdQrpyAqCr7OtWuJbrqJ92qAqCiU\ndQ8f1p+1ZwXS0kD0zGjcMQKz/UhaYPVN2ozSnRRmKFZG3sPMUqDSg6qTFCtu5nW3GzudkgIywxQr\nNs6mcmXva+SlQKUyIBGIAYslkGPdOtysa9b0v75vvoFpXc+F4X//w5y+YNLV8/MRRNq1K9QvO3D2\nLMz8996L/X30UZyYU6eivPfll/AKBUOqtCIrC+uYMQPb/vZbnAPjx0MVu/FG/J23OVYPkpJgxP76\na/w4DW3bguh+9hnvlZTG7bdj+LXT0KwZiJWT4IRuPAamWPFCuCpWZhIrsxQrve9hZilQK7FSUqxY\nAnzYECupqdHtxoFOSsIXkQWFyomVy4WnMWlYqBqxWrVKXbFauFB7GXDwYO379OefULceekj7a+Qo\nKSG64w6MqHnrLePvoxVHjqD8c/nlIDDXXYcy6oYNCL1s08Zc6VkvoqLgkxs5Eib4I0fgX9uzByXI\nYcOgcIUCKlUimjuX6KmnQPydhtGj8Zk7be5h794IXXXaupxIrJzQjcfAFCtesJtYsXua1YqVmddj\nnh4ru0uBcsVK+t+OJlaCIEQLgrBeEARdfTwul5f1JiRAsUlMRElCSqwOH4aPQGoIVyJWR4/CMK0m\nh2vxV61dC9VMa1SCKBI99xzR2LHGSykeD0iOIGAIrZVenIsXiUaNwhzFihWJ9u/HTf/hh32Jq9OQ\nmgq/0kcfodNQFPH5jxxp/zR7I2jYEKrQbbfBu+YktGqFln2nDUDOzsZxW7KE90p8ESFW/lHWFCs7\niJVTFatQKAX681hZCTNu408S0XY9L2ClwJIS/F3qryJCKSg7G39X6gjcurU0sVq1CjcJpRP8zBmi\nzZth2PUHvab1OXNgGtUyzFkNzz2H0TyzZlnXneVyIT6iTh2oPuvWEb35JjJfQg3Z2Ug437ABn2ud\nOoi34Hkx14JbbsF4ox49QHCdhFdeIXrtNZzLToITy4G1a+Nadfo075V44aRSIG/FyuzxL4FgdUmJ\nKHw8VjxKgSHpsRIEoSoRdScizc+7LGahpAShaoLg2xFI5DvaRk6sTp7En+z/M/gzri9ZAlKVkKC+\nrosXQW7uu0/bfrhc8FW9/rpxlWn8eChpv/yCkqjZEEUY0Rs3hnds7lx4mLQMn3Y6qlWDF2zVKhDT\nK69EGdXq8RLB4OmnUeLs399Zo1GaN8fPxx/zXokvbrsN56yTcomYgd1JY3ciipUXPBQrq4lVpCvQ\nF3q7AkOOWBHRe0T0LBHpuk2IIkhVUREORloa1Ac2Zub4cfUMK6ZWyQ8KU6yUoKUM+N138Bpddpm2\nffjyS5Qotfi2lPDFFxiZs3Bh4PE6RrB+PQzfI0YgumHpUtw8ww21auGzWLaMaM0aEKxJk5znzSHC\nOTtlCmImjAz2thKvvAIV00nEtHp1fJ7LlvFeiS+cVg6sVs05xIq3YhWuxMppipWV5nW1Uh+DXsWK\nR9yCYWIlCMItRHRCFEW/lxhBEB4SBGGNIAhrpFHyTLESxdLESjra5sAB7zBmIhjF5S37Hg8udC1a\nlN6+KEKxuvlm//vz5ZcYH6MFbjd8Va+9ZuzD+fNPlAAXLsTTppnIyUEnX7duMMRv3oxcoHAfh3P1\n1VAc58/Hca1fn+j333mvqjTi4xHnMWOGs9bXtCm+P05LY+/VC5+pk9CkCdGmTbxX4UXlyvCYOgFJ\nScgf4wWWkWgXzDaWK6GkxFybSHFx8PEqxcXWEatAv6d2zOVlP6LQVKzaElEPQRByiWgmEXUUBKHU\nZVkUxY9FUWwuimJzaeJ6SQlUBbcbkQvnznk9P6dOQQ0iQkeYVEXauxcqhRT798OnpaT85ObigMtf\nI8XJk/DsaM2mmTsXXh8jYaB5eYgV+PJL9UwnIxBFGNOvuw4X/t27iR55xJmp31aiaVPciCdNQkbT\nlCm8V1QamZlY32OPOWum4AMP4Lx0Etq2dV43pZPGyBDh+smTzEhhdQp5INgdlHrhAsqfobSNixdx\nzgSD/Hz99hWtn01Rkf/pJSUlysRQSUWTkzRGysweEySH4a+AKIojRVGsKori5UTUl4j+EEXxXv+v\n8f4pJ1ZsXqDLhRo9y06SzgwkItq3r/TcwM2b0UGkhL//xsXZHzudNw+kyp8HS4r33kP7vBGMHIny\noZkBg0VF8O0sWoSBrCNHhl6gptno2hWf/fvv47Nyu3mvyBc9eoDsv/MO75V40aULBp7v2cN7JV40\na4bvd2Eh75V44SSzOBFuVvn5fGf0MQQq41iNcCRWLOfRLJix5vx8/fcYraOOAhErNbVMqcQpV7cY\nobL6POXyFZASK5fLO9amXDlkWZUr5z0YcmK1d68xYuUPc+ag5KAF69djDbfdpu335Wv5+Wdzs6rO\nnkWZMz+f6I8/+CUeOxG1ahGtXAmy2bMnX++HHIIA0vf2286JYGDDo51UDkxOJqpbF987p+Cyy1B6\ncwpZj43FTcIJ6meEWDl/G8EqVm43zjW9M3ELCrSJF2YqVtKOSlYiZuVixxMrURSXiaJ4i9bfZx9M\nYSEOklSxOnXKOwOwuBj/zsqCooinaXl6ejDE6tIlGLu7ddO29okTkVCut75cVIQoh4kTzYs52LcP\nMxSbNSP6/ntrOgtDHRUqoHnhsssw0NopJIYIDwhPPGFc/bQCAwZghJET1A+G1q2dVQ6Mj8d32Ekh\ntUlJzmg8UPK52IlwJFZmK1YXLwa3ZlYG1Ps5m1UKVFOslLxZ0k5EafnP6vOUy7MF28GCAhwkKbE6\nfdpLrI4dg4mdMcuzZ/Gn3EulRqzOnYO61LSp+lqWLCFq2VLb2Jbjx6E46UlmZ3j9dTx5mzX7bNUq\nEMbHHiOaMIFvUrrTERuLcNGBA5Eqv3o17xV58eyzOH9//ZX3SoDmzXFx+ucf3ivxwmnEish55cDk\nZGcQK94eKyPen2AQiorVhQvBKVZGhqO7XBBUtAgSwShW/kqB0m5Cq89TbsQqLs5LrKSlwFOnvHlW\namVAKdMsKsK/KxnB//0XnU7+Pkw9ZcCPPiK68079k+23bUO0wgcfmMOSZ89G4OTHH0M9iyAwBAEB\nnVOmEHXvTvTDD7xXBCQkwMj++OPOCOgUBK9q5RREiFVg8O7GY4iUAs2HUxUrPWD+Ki33P6s8VtK/\nh0QpUC/cbhCrwkL8qClW8mHMSsb1nByUBpU+iEBlQJcLxvWePQOvuagIN+Unnwz8u1J4PFC4Ro/W\nnpGlBlEkevddqFQLF4JcRaAPPXrA5D98OFREJ5S8unRBJ+ebb/JeCXDvvYiucEoWWO3auBkcOcJ7\nJV44kVg5QbGKECvnb4OHYqXnc7GqK1BeCgwrYsXG2cTF4SCw7gIlj5WSYiX3V23ZYtxftWIFwke1\nzMn77jvMVFMa/uwPH32EPx95RN/r5HC7QeqmTYMhu1mz4N6vLKNpUyggP/yApH0nmH7few/KlRM6\n8qpXx7nulPwoQYBqtWoV75V4ESFWyuBNrMKtFOhygWiYuU+8FCutXfdmeqzUSoFhR6yIsFPx8TjQ\nrEMhLw+GULliFagjUGkgMxFY7erV8NSoQWsZUBSNRSwcOoRsqU8+Ce5DvHSJqHdv7OuKFeExkoY3\nqlQhWr4c513nzvxnv1WrhpE3zz7Ldx0MAwY4K9PKaeVApxGr5ORIKZAo/BQr9v5mGq3DWbHyR6zK\nhGIVG4sDfelS6a5AqcdKWgpUIlbbtysTqw0boEapdeCJonZitWIF1tmli6Zd/H889hjR0KH6VS4p\njh0juv56HJNffw3NwclORXIyhvy2aoVgVTaHkheGDcMEASeMcLn9dqzj1CneKwEixMo/IooVEI7E\nykx/FREfxcpMYqXXY8X+zU7FiksuN9tZRqwSE70nqHS0zbFjSDhn2L+/tFqzYwe67eRYvVp9diAR\nghBFEaNPAuHTT4mGDNH3QaxYgW6v777T/ho5iovhCerSBSN07GxjdruRHbRsGeIo1q7FicuS8/39\nxMRg2PANN+CnVSv9mSd2ISoKuWKiCG/RggX8bgyJificx44l6tCBzxoY0tKIOnUCmR8wgO9aiFC+\n3bCB9yq8yMrC6C2nIDbWGSXtoqLgx6UEg/Pnrfc8SXH2rP+pHma8v9kP03l5wZE1I4pXfr52YhWo\nbKg2kkdp9I80bkGtLGgFbL+FMLNwTAxutgUF2MH4eOw0U66IfMuCRKU9V6KobGgnAqlp1Eh9HStW\nINcoEFkpLib65RfM3dODt94ieuaZ4AjFyJEglnaQKkak3nkHswUrVkQ8QW4ufEhr1oCM7t4N5TA3\nF5lQBw8SHT6Msu3x41B9cnMxCzE/H0OgMzJwkx43DsfdCTcAOV57DefepEl813HnnfAN7tjBdx1E\nUEpXrOC9CqBiRZyjeXm8VwIkJjorDb6oSLuHxUqcPastusYKlJQgYkd6z7AacruK2ZCLC2bg5Elv\nNqQRnD2rPD7OH86f997XAyFQqVFN/VJSuqQkTGput3rGIxfFKioKOxUTg4Mkit4DKSVW0rLghQve\ngc0Mx46BOSux582bcZNSg5ZEdiKkmderp6+jb+tWov/+C06tmj8foZ/r11tDqkQRx2jpUvwsX46n\n8BtuwHicTz81nuKenIyRMl274r/z8nCDXroUBvydO1HakSpaPMsHRPjCff21d13+SLmViI8nuv9+\nND28+y6fNTBcd51zZi0KAkz1Bw9qv0BbiYQEZxErPeZgKyGtONiNkydxv7Az009uVzEbZhOr4mI8\n8Aajgp05o58864mMMEqslNLgpSqW1INlNbHi4rESBOwUU6w8Hi85kitW8kwrKclQU6tE0X+3IBGI\nVbt2gdf7ww9Effpo2zeGt99GLpHRWv+hQxiI+803+jOztGD/fmQ59egBQ3zfviCD27cTffghCKmZ\no3HKlcP23n4bJcWDB3F8Tp0CiejQAdvmjVq1sMZ+/fhmSj38MHKkeHtmGjXC946394yhenXnJOc7\njVgF8qXYBZ7E6vhx+0d6hZpixchnMA/rRlRJrcSKVTP8lZP1KFZlhlgRQZ1g5T9GrOSKVUkJTHaM\nWcvLgETKZnYiEJPERHVJ+ORJfAkD+atcLiSt65kLeOgQXjNkiPbXyLd5zz0gHlqInx643ZhP16wZ\n3nvXLqKpU0GsrHzqkqN8eZC6d94BAb7zTqL27dFByftmNWAAzovnnuO3hssvh4oXjOJpBqKj0VX7\n999818HgJGIVH49z1Qk5aEQRxYrImrKZP7hceDisVMm6bRw7Zi5ZDLYMSGS8FKiFWGnpOFQ715X8\nfWWOWEkVKzYvUBS9xIrJjaxEJA8LJVInVps3EzVooL79lStR8gl0YP/8Eze5yy/Xvm/vvUc0aJDx\ni8vYsTgRnn/e2OvVsHUryNQPP+BG+b//6Z93aAWio9E9uWEDPrfGjfl2xQkCynBz5vAdMzNkiDPK\ncNddR/TXX7xXATiJWMXE4NwtKeG9EsApihVPj5XditWJE3h4l3eimQkrFKtgiZWVpcBAxMrlghCj\ndO/S4rGSEisrPzcupcCoKPzJnvpcLhzMggLsbFxcYOM6kXJgKJG2MqAWf9WPP+orA547RzR9uvGh\nukuXIvNqxgzz2HRREdErr6DcNmgQSItSFyVvXHYZ0U8/wfQ/YABKhLyypSpUQIbTgw/y6/zq2hXb\nXruWz/YZ2rVzjoHdScSKyFnlQCcoViUlKF+bHQ+gFceP26tYWe2vInImsbJasfLXccjKgEqlTD2l\nQGm3oBXgWgqMjcWOywcxE/ka14mUa9n+FKtgiZXbjRu9nqHJU6ZgzEz16tpfw3DiBEzjn39u3hdp\n5Upvm/qGDfDu8DaJB0LPnlDXUlNRkpsxg0+5pUMHdEXefz+f7UdHEz30EH/VqmVLPKg4IXwyQqzU\n4YSuQKZW2RkLI4XZZbNAsNpfReRcYsVLsSooUD/Py7R5ncirWMXE4CCxg6lmXCdSfjowUgosLATJ\n8JdxRYSuvsxMoiuv1LZPhYXwLz3zjLbfl8LjgUrTvz/RTTfpf70cFy7Ao9WnD9GYMRjaHOycQjuR\nmko0cSJiLiZMwDHZvdv+dYwejadgXuTmgQegmp47x2f7RHg6bNzYGeNkWFegU+AkYlVYyL8UyLMM\nSBSeipXZ+xTqxIoNc1ZCmTevSzsDldLXiQKXAgsLcZJUrer73i4X2vnVjOlr1iAJPZBB7pdfkOek\nFV99hVBMf0qZGt5+G2RozBj9r5Xj119BKvPzoTT06cPvCTJYtGiBoNcuXeCJe+01ezOw4uIQwTBq\nFFQ0u5GVRXTzzfxHyzjFZ3XZZbgOuN28VwI4iVg5QbHiaVwnCj/FqqgIDVxmklWzPFZWlQIvXjQW\ntUCk32MV9sSKHUw9pcD9+zFWQn5wdu3CBVgtcl+rv2ruXHSuaYHHA3JkZM7bqlVQZb79NjgzuShi\n+48/Dp/XtGl8L3JmISYGM/TWrEHW1s0340tqF+rUIXr9dUQwFBXZt12GRx6BmZ5n91m7ds4gVvHx\nOKePHeO9EsBpxIq3YsWbWIWbYsXM+GbaN4IlVsXFUIH0zgrUGhBqNMOKqPR3QBR9TephT6zYicI6\nA9nsIencJbnceOKEb1vrwYMgVnLs3IlATzWsWwclxB+OH0eaeMuW2vZn9WoQxfbttf0+gyhiPtyE\nCcZ8WVJMngy1avVqpJyHGy6/HKGpNWuibOrx2LftBx4AyZ81y75tMlx/PR48du2yf9sMzZpB/XQC\nMjOdM7/QSVELHg9/xeroUftzpBhEEf47eQXDSuTmBn/d9ocDB8y3cBw9Ghz5NJqDde6cNmIVaI6h\nv9E48nI4mynI1iqdJRh2xIqpVezvrDMwIQEHjbFVKclyuXDApR/MsWPKTwtK8wSl2LYtcH7VP//o\nSwOfMwdZV3pPtqVLUfK8+259r5Pjt9+IXn0V5ctwUKnUEB0N9ebUKYzHGHnE0gAAIABJREFUsQuC\ngMT4Dz6wb5vSbbdrxzdLKisLDzo8FDs5WMOLE2D1AF6tYFE0vEv+ap5XO3D0KB7O7RxSrzan1izs\n2WP+HMJA98dAUIo90oJTp7SNGjp3zv9n6I94FRT4Vqrk5XFpWVBprqCZ4FoKFATsKCNWly55D4x0\nqjdju1Kio5ZZcuCA+lOEywUTdKAvwz//IBhRK2bPJurdW/vvM4wbhzypYJjz7t0IFJ05Uzl6ItwQ\nF4csrk8+QbnWLtxyCy4qPOIPeEceREfjYnr4ML81MMTFOYdYBXq6tgtGb3ZmY+9eawcS+8POnSjb\n24X8fFRR9GQc6sWePdqbp7SgqAgEJxhfmJqg4Q8eD8rEWqaIGCVWolhazZIrWCUlynMDrQC35ntR\nLE2sWEmQyHdKuVLtXs2o6I+R792LkyLQqBk9xGr7dhDC5s21/T7D339DSu7XT9/rpDh/Hj6w0aMR\nD1BWkJ0NcvXgg0Q5OfZsMzoaficeqlXbtvyzpKpVc0ZHXmysc4Z4O0WxUsr444E9e/gpVnYTq127\nsK9WlpPMVqwOH8Z5EsyajZQS8/JQidJCZKQ+ayVcuKCcc8VS16X7JvdcyRWrsAoIZYSKyEusmGQn\nNa7581sRqRsV/SlW27ejI9AfSkrgwwoUx8AwezZRr176Zfhx45CubpQ1u90gZR064IZvFUpKiBYt\nInrpJcwRXLQIKhlv1aBVK5jKe/XCl9EOPPggss3sDi5t0ADnO8+ZfVWrOodY8T73iHDNEkX/M83s\nglOIFc9SoNVlOR7b273bXGIVbBmQyJg6qrUMSGRcsVIytctDc5nniihMFSspCZF7rJRKgUqKlVop\n0N/Js3070VVX+V/bpk2Qd7UY7YiMlQFXr0b7/sCB+l4nxQsvgIhOnGj8PdRQXEy0YAHCMStXRnK7\nKBJt3Ijux5tuwlNDzZpEN96I4NG33oKKtH69fV17DzxA1LEj8r/sMLNnZiKC47PPrN+WFNHRiJvg\n6bOqVg1zMHnDKcSKPfjx9jUROYNYnTsHshlsK79R2K1Y2UGszFas/IkOWuEEYqWkWEm5A4NcsZKW\nAsNOsSLCxYh11MhLgUqKlVopUK5YFRZC3VKTKrdv998xSKSvDHjwIJ7S9HYDvv46gkSNtkd//TU6\n1L7/3jzWXVyMrrtBg/DFGTcOmVzr1uGYjBuHgc1LlmCfL17E3595BgGSJ05gXQMHopPl8cftCbZ8\n7z185mZkgGnBo49CubOzK5GIv4HdKaVAp3isnOKvIrInqDIQ9u2DWsWLaIYbscrLw/3MzC5LMxQr\nIx4reSalPwTqHlQrBSp1CyopVkqZVlbAUcRKal6XeqzUSoHyk+7gQZQs1Lr5tChWeojVzz/D1Kzn\nA9q7F3lM99+v/TVSrF6NWYRz52o/WdVQVIROwgEDQEbfeAMjcDZuxE182DD1J5zYWBgrb76ZaOhQ\nKFmzZ0Pxy83FiVuvHjK1rCQhcXEgmNOmoTvTarRqhXNx0SLrtyUFbwO7U4iVUzxWTvFXETlDseJp\nXC8pAWmwc/t2dQSaSVRDQbHKyzNeCgykWIV9KVAKNfO6v1Kg240PSy4779+vfuKIIozOZipWRsqA\nkyeDVOkNWCPCBbR3b6JPP1Uf2aMVn3yCL8j48cj12rIFIZBPPhl8FkzFihgDM38+0ccfw3xtZTdd\ndjZGvwweDPJsJQQBRPLDD63djhwtW4K0FhTYu10GJxErJyhWTiJWdsysCwSexvV9+6CS2xWQKorW\nEyuz/VVE5nms9JrX5WHf/hBMKVCuWAWKWwhbxYqZP6WKVXIyFI78fO8BlBOrU6egGsgZ54ED6ifO\nkSM48P5yno4fxwer5Qtz+jTSwPXM9rtwgeiLL1BO0ouCAhi1hw7FoGKjKCoCAXn3XQxpXr4cZTsr\nLszNmmEbgwcTde9ONGSIdcbvli3h87LDzH733div3FxrtyNFUhLI9OrV9m1Tigix8oWTiJVTFKuy\n0hF47Jh3CoBVsCLDKljFShSNlQLN9Fipfe+UPFZlLm5BELzlIUaspAnsFy+CBLGS3pkzvqVAf8Z1\nfx2BWsqAWoNB589Hwrna6BwlfPkl0Q03GHtqGDoUF66RI/W/luHUKSR5nz2LUTqB1DszEBUFhW77\ndpiwr74aXiwrcN99RJ07o7RpJZKSsI2PP7Z2O3K0bcvPZ5WZie9lfj6f7TPExTmjFKj25Gw38vPx\n0MVz+DFRpCPQbJidYSWKeDAKhlidOYNrn96Ef63EShQDzxRU+94pdQX6KwWGpWLFIIpez4RaAjtR\naZaqNpPK36yo/fsDB2hu26Z9iPLKlehI04OffjJ209++HV1606cbr7kXFaGM2LYtPEl2P21XqIAy\n6MKFiG4YM8aakSDvvovOxI0bzX9vKe68036fVf36/EbbCALOmUuX+GyfQf4Uygs8x7dIwfKUeHYn\niiLR5s2Bo2yswvr12q/bZmDDBuu3t3WruQ++hw+DsBixoDAwD7NeHDvmO45ODefOYX3+CE9enjLx\nUiJccrIlJVphmbxO5L2pRkd72SOrgcqZphLRUjq4SiZ3BjWVS4rcXO3p5Zs36/tyFRQQ/fefsSDP\niRNRRtOjjkkhiijHVaoETxXPi3DTpiClc+YgpsHlMvf9Y2PRmWh1JEKTJiC8dg7hzczkm2XlhNl4\nejqMrARPs7YUeq9DVuDIEfherZyb5w///ac9d9AMrF2rPxBaD9xueF6bNDHvPXNyAldsAoF1furF\nkSPaZh5qGRB97pzyPV6pW1BeHpR6rqR+KyvAlViJIggVq3eyGqi8TVJ+gNTqrIGIVSDTXW6uthEF\noogTX88FbeVK/L4/mVMJp08TffddcCGgr70GNe6rr8ydlG4U2dlEf/4JFbF3b/MN2YMGEX3zjbUl\no8REXKg2bLBuG3LwJlZE/HOb9BhhrQRPs7YUTiBWa9aAaPA4N86cgSISLGnQg7Vr4R+1Cnv24Luu\nNUtRC7RYYQJh715jY9MOHzaPWJ09q+zBUuoWlPMGqdot9VtZAe4BoVoUK3krpRFipTYCRwqtxOrA\nAbBjPebF33+HJ0svPv0UZnWjZYfvv0f+1Ny5xhUvK5CaSjRvHj7v4cPNfe9atVCW+OUXc99XjhYt\n8LRsFypVQl4YLzhFsXICseLpKZLCScSKB/77DyTHytEyUly8iAfC+vWt28aGDcgGNBNaMhwDYd8+\n/cSqpAT3ZS2lwGAVKzknkPMGqWBTphQrtrNWKVb+yInH47+rUAojF7PfftNPrDwekCIjXYREuOgM\nHQpSxbtrSAmxsSjZLV4M/5mZuP9+eNKsRMuW9hKriGLlDGIlihFiJQVPYrVqlb1lwPXr0Z1rpT9n\nwwZzy4BE2qKGAsEIsTp6FKRKC/ENRKyKi/GjJBAocYIyVQpkT72MWMkVq9hYZY+V1aXA48chvWpR\ndfRezM6dwxOD1nwshiVLIHsauWgdOIAy27RpwX1JCwoQHNqkCUqKp04Zfy8lpKWhS3DIEHPb+W+/\nHV2ehw+b955ytGxpb/xBaiq+I3b6uqTgrVgVF+N8NLNEYgQnTuA6obesbzbOnsW1RYvKbhVEsWwR\nK6vLgETWESszPFZ6iZWeKJBAxIpFMSg93GkhVtJSYNgRKwYpsZJ7rOTBXvLwL6WD6PGgY8BoKVBr\nGZBIP7Fatozo2mv1dzNNnQqDt16V4MIFzLQbPpyoRw99r2Vwu6Em1amDC+ebb6L2X7s20UMPoWvF\nLLRujWDS/v2xXTOQnEx0xx2IuLAKV12FC8fZs9ZtQwpB4K9a8VSsTp9G+Z23auYUf9WWLVBPePom\nDxzAtZuHIi6KfIzroUas8vIQY6DF56QGUdTX3MWg1bhOFJhY+RNO1IiVlDeUuVKg3GMlb6mWM0/p\nuBuGixfxO0qtmkVFaBP3l/Wil1jpST434q86coRo6VKifv30vc7tRoBlq1bGvEuiSPTrr/hiT5+O\nmYQ//IDRNdOmIcOlalUMX77pJsRAmDGy5rnncMN8/fXg34uBlQOtUlqio4muuQbE0y7w9FnxVqyc\nUAYkck4ZcNOmsl0G3LMHN047SZ3VHYEnTkCVNbPDkuVuBUPAjx+Hr1hvdtvhw+YrVkrQYl4P61Ig\nkW/yulSxkprX2QEQRW2KVaAyYKVK/k8srcSquBjjBvTIqr//DiKiB9OnIytJb97UM8+AmH7wgf4n\n+9Wrkc01YgTRq68ilV1evqxUiejll3G87r2X6H//g1F8ypTgMo6io4lmzCCaNAklPDPQsiUI+l9/\nmfN+SmjRwt5yYFlXrCLEyouIv8petYoZ163M69q4EQ+1Zn7PzPBXGe0INFuxUiNWkVIgeUmVFsWK\n+a6kSpQRYmVWR+COHTC4y1Ne1XD4MLavR9p1uzHL7+GHtb+GCF6lX39FJ6Aec+WePUR33YVxMP36\n4Um4Rw//X+74eISdrluHBPLFi3H8nn/euFfqssvwXv36mTOWRhCgWk2bFvx7qaEsGdgjihUQIVZe\nlCViFTGu63+d2YqVv1JgoBwreSkwbANCPR6vYqVmXlcarqgk+/ljs1qIldYBlXrzq5YtwxgbPTLs\nb79BGbrmGu2vyc+H0vTVV9rHW4gi0ahRuDg1aoSZW4MH64v6FwSi9u0xkHrVKnyGTZpg5I8R9OxJ\n1LUr0bBhxl4vR//+RD//jHPGCpQlxUoU+SpWkQwrLzwe/dciK9awZo31niM1rFqFBxu7YJe/yoqo\nhWBH8BglVmaa18+eVW9cUYtbUEteD0tixS7OggDCwUqCcqJFpBzkJe8aJAIbVVORLl0KXBs+d05b\nLtWJE/qGUO7bp/9pYd06kDE9+PdfnPgtWmh/zauvgnRs20b0wgvBjTsgws3mnXcQaDpsmPFU9Zde\nQkSEGQpJZia+2Pv3B/9eSsjORkihXeBFboqK8B3jOXh41y7+aeduN8o1jRrxXcfmzTj3eBLN9eux\nBh6jfc6cAWGwU7H680+idu2s3cbKlebvkxlkLSfHGDnTWgnyeAILIP6mLpw/X5p0ycfcSHOt5A1y\nZoO7eV0av0Dk9V+xm4fHU1rtYQRMCikZk0MLO1Uia0q4eFEfAVGba+gPWtUzKVauxBxArViyBOGj\nCxdqC2/Tg06dQGaMDluuXBmf1/+xd93xUVTf9y4dKdIREFSKdEGKUu1UBREUAUXBAkhHRARUqvQi\nvXfpvffee0kCCIQQSCAhJCQhPbvzfn+c7/x2spndnZmdeS+i5/PJBwi782ZnZ96779xzzzXLfqFo\nUTy0ViBTJnPE+1rhrUmpVQgJwXfKy4hRDRkh9eXvj/tTNHN28KD+XqVmY/duoqZNxYy9bx9Rw4bW\nLo5KOBwIrKy85qGhWF/M7BEYGYmfcuV8O861a/pNUe12zOFa1rKICMxrnr7PR4/cM1pqwnZXFkuZ\n/XomAys1JkL5O8acwZRaYOVwqP/O3aSvxb7e1ZTUHeLjM2ZgdeKEvsBq1Cj4Unlr82MENhvR8OFo\ntJyaauwYNWqAuTMDVlbS8Q6s3PXJtBr37onrBSdDdOqLCIUVev3orMCBA+IDqz17UC0sArt2ETVv\nzm+8ixexsbBivpRx/DjmcDMZ6YsX0Z/Vl4pAhwPaYr0+WCEh2NRqISy0tL1xlyp0ZxyqFljJr7G6\nmbvQznEyM6XGUnlirNSCKE+MlZZO1loZKy1pRSV4BFaShAm/Xj1trz9xAjd927b6zksP3n4bqUmj\nPlJmB1b/MVa+QXRg9eQJPrveDYfZ0POcWYXUVFS66pULmImYGKQC336b/9iShMCqWTN+YxptSaYH\nx4+bn2o0QxcWFISARq/Vgp4iDy3VgxER6tkVWdTuGpC6Ctqf+VSg6wVwDay8MVZqqUBvjJW3wCqj\nMFaM6Q+srl3Dja81pTdmDNHPP+sTqRvB8OFEI0caa4ZsZmBVtOizw1j9WwMrPz+kIkSbg2YExurC\nBWxa3OlNeODAAbArWqujzcSlS0j78Cwg4BFYnTiRMQMrI2lAIn2BlS+MlVoakLG0RW6SlHaNf2YZ\nK2Xqzwhj5fq7Z0Vj9fgx0pZ6Fk89acArVxCwfP219uMbRf360AssXqz/vf8Uxkq5GeCBf2tglRHS\ngI8f4z6y0sdICzJCGlCkvop3GjApCcVBVrJzsbGoytZTCa4FZgRWAQHG7nlegZWaI0ByMmIEWQIk\nB1Jy3PBMMlYy3KUCvYnX3aUCeTFWVqYCg4P19/7SE1iNHYuKPV6iz+HDUX2YnKzvfaVK4T1hYb6f\ng5WMFRFf1urfGlhlBOH6qVMo7xcp4CeCcN1q9sQTGENgJUpftXMn3zTgyZNgbKzsUXn6NAIgM00r\no6KwGXj1Vd+OExAgnrFiDJ/FHWPlajHkmgZU6qsYe4YZK1eYkQr0RWOl9ULrSQUyhptbq68UkbUV\ngbdvwyOrWzd9x/cFskfWggX63mezYfd26ZLv52B1G5h/S2BVsiT/cWXobSNlBTJCGjAxEf5NDRuK\nO4cbN/B8mlm9phVRUWAv33qL35hGOmfohRVpwIsX4Snoay/JjJAKjIkBGaC2RqsxVq5el0p9VWoq\n4gcrN0gZKhWoDKaMpAKNVgXa7RhPi+ZIT2AVH49x9UTGegOr8HBMNlomufHjiX74gb8X0fDhqEBM\nTNT3vtdfNycdaGUqkIhfYCVJ6b1ZeIAxsYwVYxkjFZgRAqtTp3AdRATXMuQ0oAi92969SMnxYtyJ\n+AnX9VR1a4EZaUCjFYFE5gZWnsxDtVotKIXrVrJVRAIDK+VDabOlDaa02C2YyVjpoQX1BFY8KgJP\nnMBk721XEhqKZsq9e+s7HzNQsyaMS+fN0/c+s3RWz0oqMD4ekwPvVFRUFJ4fUYt5SAhE0iLF2nY7\nXMbr1BF3DkTi04BEYvVVvNOAMTFIhVkZUKemonuD2WOIrAiMicG66slJXQlfAystqUC50EKr7McX\nCE8FyhorJZRsljLgUv5Or4+VJzZKT0NG1/5DnuDJgt8dQkK0N60kwgOpxW194UKizz4TtzgNHAhX\ndj2oWhV9C31Frly4BxISfD+WK1yNbq3Ekydigpu7d8Xqq65cEc9WXblC9OKL+tL6VmDfPrHC9bg4\nSA9EnIPDAe8snoHV4cMIpq1ciC9fxmba7HvLjHZDRvVVgYGoXNXCaiYmYm72ZLrrKbBSSwV6Mwd9\nJhkr10VIDpTkXb/c3oYIAZHDkfb12bKlN57Mls19WX/OnIhS3eG553DhtSyOefLgS9OC/PnxpetB\n0aL6BNulS6PVhzfUrUt09Gj6a8kLu3bp10XcvGlOC5OQEDx4VpSGy8fWGmz7gmvXxOhazpwR12iX\nCLpAEX5JSmzdyrcSTQ1BQUiviNRXbdqE78JKIbc7HD2KTaeRnnVGsWED+pdaiV27iBo3NveY9+9j\nnfK1R+CFC8YqFa9f1z5X3b2LwNJTEOap56BaqxvXFjfx8c5Ay7WHoBUQyljJKUA5jScv+lmyOAMn\ntYApe/b0gZIcHKkhTx5caHfIkQOBnRZGQ48QunhxvFaP+3jlylhAtaJRIyw83lJRH3yAQG/tWu3H\nNgsPHhDNnAm3dz0wS9sgs3pWaEIuXYIWjAeMTnK+4tgxsYv57t18WQo1bNxI1KaN2HNYvZro00+t\nbR7rDcuWEX31lZixV60iat+e33jJyUTbt1v/ve/YQfThh+Ye8/BhBMC+CtfPnjXW6FqP4F2LFstT\nYBURkT6wctVdKVODerJORiFUY+UqUHc4wBplzeo5sMqRQz2wio9XHytvXu8sU4EC2tglPULoLFnA\nQIWGans9EfxCAgK0v/7ll/H5/Pw8v85mIxo2DIadvFmr338n+u47/dWOZvn1aE2XGgHPwOriRd+p\nfb1gDEwBzyosJYKC8FxWry5mfCIwp5GR4vVVK1cSdeggbvzQUAT3LVrwHzslBcHt55/zG3PvXqSg\nixWzbozwcNxfZlcEHj5M9M47vh2DMQRWRuZOPSnEO3e8s5CeNFiPH3sPrJRFP880Y6XmXyWnA7Nm\nhViUCIGVqweSu8DKKGNFpD1tp1cIXaqUvmbCMmOlR7PTqBG0F1pely8f0bp12o/tK/z9ibZtIxo0\nSN/7QkNxnc1YUJ+VwEoEYxUUhHuRp8u1ErJQ2tedty/YsIHok0/EnoOfHwTBZleO6cGKFWBvRLit\n79uH1BJPrd+6ddClWoldu5BNMNO/igiBla8tjwIDsXYa6Y+oJ7AKCvKdsXLVX3kKrJ5pxkqGkq3K\nnNnpoO6NsXINtjwFVloYq/z5Uf3kDXo9kUqVQqm6VhQujOuhR2fVuDF2V95gsxENHYrmyLxYq59/\nJho8OL240BsOHsSOy9cKOEmCiPOfHlhFRuL+LFvW+rGUkNkqUa1kePeEU0NGSAOuXIk0mKjgjjGx\nacDVq4nateM3XnIyNoT/xDTgvXtY73ztEGA0DZiYCO1puXLaXq8lFWgGY/Wv0FjJjJVs9qnUWbky\nVlpTgZ4CK2+MlZ5UoJ7AqmRJfYGVzaZfZ/Xuu/C38STQl9G4MUR969drP75RHDgAmvuHH4y91wx9\n1e3b+Lxa+yjqQWQkHmAebI4ZXeqNQKS+KjmZ6MgRMK2iEBwMca2oVCgR5shVq8SmAS9fhtRCBGOW\nkIAgx2r2SIm9e2FsbGUaMCUF+lizNw5yGtDXzZDRNOCNGyg60qoF9EVjlZqKINK1ovJfr7GSmSo5\nsHLHWClTY0ZSgVoYKysCK72pQCL9Oqvnn4cW4Phx76+VtVZWs1aSRDRgABo+66W5GTNfuG4FLl8m\nqlaNT7AjQl9FJFZfdfw4ngVPZdhWY9MmopYtrW9Y7gmnTsEy5LXXxJ3DX38RffGFGMZs5048w0WL\n8htz7Vqitm2tHeP4cbA6Zn+uQ4d811cRYe40wljpSQMy5l1jlZgIxkltHpA7m7jelzEx/1KNFVFa\nxkr+025PK17PlMkZcMmwgrHSo7HS4+KtNxVIpJ+xIsKuXks6kAisVZ481rJWK1agevPTT/W/9/Zt\nPHC+9rgi+k9f5QvCwsDKGfGxMQMZIQ24YUPGSAN26CAuHStJRGvWiGPMeFcDJiXxqwb86CPzj2uG\ncD01Fd5tRjZzeioCIyKwTniy73j4EMyhWlCvlgYk+hdrrJSpQFljpZYKJEqfDrSKscoIGisi3JR6\nGCsi7QJ2Ilz3ESOgf9J7blqQmEj0669EEycaWwxktsqMheRZCaxEMFbHjqFaSZSuZ9cucQ7fRAgs\n/f3FOp3b7RBR89QXueL4cbAFvmp2jCAmBumyTz7hN+bevWCijYi29cAKfdXdu1gHjbSgUcLfHxXn\nRtqfBQRov1e0CNdDQ/UJ14n+5VWBRGk1VmridSLfAyszNVaFCyOw0lq1V7Kk8VSgnsrAN9/ETao1\n6GvcmKhPH1Sk6BHKa8G0aTCUNKrHMCsNaLcb33VpAa/AKjoaLKkZDJ4eHD0qTl917x7uZZHGpFu3\ngjGz2qXZE44exebMDKNco+DNGCmxZQvYF56O9zyqAW/fRtBo9vwhWl9FpN9qQYu+So9wnUhdYyUH\nic80YyVDTWOlTAUSIbBSBlI5cqQPomR3dTXdkDwxemoCXLAgol9veO45HE8Lu0WEgM3h0HZsGUWK\n4BoEBmp/T9asELGvXKn9PT/+iCqfevVA9fva7y4oCMccPx7aKiN48MA8/6ozZ7AoWeESHRmJxd/X\nnaEWnDkD2wmePQJlnZsofdW2bURNmoi1ONi4EfoqkVi1iq9o2xVJSZAMiGLMli/nO3Z8PJ804Nat\nYKvMvr8PHPDdZoGI6PRpY/qq+HgwTFqrlwMDfWes3AVWynk/Ls7Z4/eZZKzkSNpmw02VmupkpGQm\nypV9ypMHF0aGmh4qc2YEMY8fq4/prTqvXDl08daCmjUR0WuBzYY03fbt2l4vv+frr4lmzND+HiKi\n0aMR0Ozerf09v/6K5sgTJ4Id2LVLH1MmG0i2bo0dTpYsYHKMsCspKVhEfvwRfdl8xejRRD16+H4c\nNSxdivSE2f4zali1CteXJy5dwrNoVRrVGxYtIurYUczYRKgGPHdObGD15AmCmq+/FncOK1digX35\nZf5jX7sG/y6e9/6qVdhMWJ0G/Osv81nA1FQI/c1IL8rO7Xpx6RIKqbRWBF6/7n1zGhTk/v6T9VdK\nJCaCzJADKaK0Yvb4eP1NpfVC2H4wUyYEEKmpYICSk52sU65caV3Un38eF0ZGwYJgDFzxwgu40Gp4\n5RV8Qe5QsSKsAZTaLneoX5/oxAnvr5PRpg1EsHrQuzd8Y/T0GqxYEbvsjh2x49CKDz5AoDhkCIKa\nt9/2/vlSUrCbrFULruoffID8/vjxxk38+vfHdzt4sLH3K3H2LBo4f/ed78dyBWNEc+YQdetm/rFd\nkZCAdAjvVMySJVjQRTBGfn5IA37wAf+xZSxciCo4Hj0g3WHRIvQntHqRdwfGiP78k6hvXzHjT5sG\nqxZeqVjG0Hqre3drx/HzA9NiRuWeEseOgf0pWdK349y9i+DECBuvN4V47Zp3PVZQkPuqQTUbBrl3\noDIdGhPjZLCU7JVVENaEWRavy4GVzFglJnoPrAoVUg+sihVzrxfyFljlyoU87u3b3s+/Xj10eNeK\njz4Cq+NN56XEiy9i5zFvnvb3ECHoW7IEjUP1VBbabAgA/fyIOndGBVCLFghOlIiIQM+/l19G4Ddi\nBHxLunf3bRfw119g2pYtM2cxHz4cAZoVk/KhQzhuvXrmH9sVmzdDP8dzcU1Oxs5dlBnk0qXYHPBM\nfSphtyOw6tJFzPhE2HHPmkXUq5e4czh0CPIAEQFuZCTkCTw2LzLOnIEWx2rftOXLib780vz7e/Nm\nolatfD/OoUNIJxrRaemxaHA4kCXy1qzZU2Clxlg9fpzemsE1sHpmGStlYCW3rcmZUz2wchWfFyyo\nnvIrVsw4Y0UEwZ2/v/dzr1sXN5DW5sp584Je1pMOJAKDM316eoP/uy8PAAAgAElEQVRUb/jwQ6T2\nmjbVX/WXJQsCq5s3MaE2boyd+7ZtRN9/jxTf3btEe/agCtEMncDly0T9+sEzSK9DuxrOnUNA+M03\nvh9LDTJbxaP8ffly/imx7duJqlTx3r/LCtjtsOoQmf7asQMbhypVxJ3Drl2QNrz5prhzmDIFbJUI\nm4f58xEk8PSumj0bz7WVLK3DgU2k2c80YwiszKiePHjQuE5LTxV2UBD0xJ6CHMaw3uhhrFwF7Ywh\nsMqbF/+Oj39GGSsi58OqZKzMSAUaZayIMJFqCazy5cPEe+WK99fKaNNGv29U9eqI5vUI0mV07Ihg\npXFj9SDUG7JnR9XgrVtE5csT/fYbmijfvEm0YAHy6GYgKgrXZsYM8xayESOIfvnFGrYqPBzl2F9+\naf6xXREWBnNIM3aherBkCVGnTnzHlLF3L+6z8uXFjE9ENHeuWLaKCBuqXr3EeVfdugUG54sv+I+d\nmor5oE8ffmM+fgxBeefO1o5z4AAyI2ZbV1y8iIyPr8U0jCGwMlI8FBmJFL7WZ1dLGvDRI3wuOShy\nhTvGShlYxcUhtpB1X88sY6WWClQyVs89hz/lKjU9qUB3jFXp0toCK63+UfXq6dNZtWwJPxZlwKgF\ngwZBkG7EJb1fP+xgmjdPK/7Xgzx5iH7/HazSr7+qe4YYRXQ0DEQ//ti8rvUXLkBA+e235hzPFStW\nINCxotLQFatW4dpYvbtSIiwMvkVGjF3NwNKlYtmq4GAEFFa7bnvC33/jeRN5DtOmIbgU0XB5wwZU\nlZnRgF0rFi/Gs2a1y79V/RY3bcJc72sgfusWUpRG7D3On0dhl9YUp1Z9lbuqQbsdcYBruzLXwEqZ\nBiT6FwRWRGlTgbLGKlMm59+J1FOBkZHpq9d8TQVqZayIoGXSo7MqWBC0/q5d2t9DhJ1D4cLQGxjB\n6NFohdG6dfrG1SJx8yZRnTq45uPHm3fcESOIBg7E/WM2GMMEbPWuVoaINKCIYE7GkyfQ2ZkVZBvB\nggVgaUQEFDJmzkTRhRX3sBZER2MDYbWI2x14C+YlCSyl1Xqup0+RZrfCPsIsfZWcBjSqr9IrXPfm\nd+VJXxUejgDKtd2Ut8DqmU4FylBLBRLhg8ssiytjlTMngi9X9sdTKrBQIQQWyuO44tVX8UVqaWYs\nVwbqsSYwUh1os4ExGjnSGGtls0ETlCsXmAAr+wNqxb59MJ7s3x87Y7P6sF26hIfbikpA+fjx8XxM\nMwMCQIOb4UmjB6tXi2tdsnYthMMFCogZ325HJZ7INODTp9DgGGlcbhYWLADL7c47yEqcPo37vkUL\nfmMePAgGw2o924YNqLg2k/UnAssUGWnO+RtNAxKhIlCP95UZFYFqTbLlqkAZ/1rGyjUVSJRWZ+Ua\nWBGp66w8MVY2m3fWKnt20I5a/KxKl8a56xGHt2oFxkpL4KZEo0bQdRnt7ZclC5iIsDDoFvQEg2aC\nMQRSX30Fd+Pvvzf3+HKbHqvYhsWL+VkQLF+OAIdnZVxgIISiZpizGoHoNOD27eJF60uXouuAGT5u\nRmC3Q9/Vr5+Y8adOhdUMz/t+zhyirl2t17NZlQbcvBkss6/zkiQ5KwL1gjF9jJUkoZpci4eVp4pA\nteDflbFSa29jpFWPHmQY8bqnwEqtJY2azkoOrNwFDlrTgVp0Vjabfj+rF15AWk5rTz/lWDJrZdQd\nPUcO+CGdOIHj8EZKCgKpBQuQQjXb0fvKFex2u3Y197gyeFoQSBJSMbzTgKtXQ1tlFoOoBzdvIrAT\n2Rtw3jzr7h8tkCSItkVaLGzeDB863n0piYhCQlBtbFU1rxoePoSg3GqRfnAw5igrmi6blQb090cA\nYsSHMDQU96/W9wYHw+jbnShdhhHGytVu4V/DWEkSgh/GsOAqAyvZcT13bmcqMF++9EaZcs8+JXLn\nRtQeHa0+btmyoE094bXXUGGhBW+9BUG6HrRti12pXjRtipvQFz3S889Dw/LXX9Aw6LVxMIp9+zBR\nR0YisDO7jD8+HgvioEHWslXVq/OxINi+Hfe3WZWXWuBwoBpQRBUYETQuX36p3bHZbNy4gR23KNE+\nEb73HDnE9WeUJKKxY8WxVZMnY+PibbE1E3PmoNuD1WMuXgztoNmVyiEhcC83g2Xeu9f4ceQWOFpZ\nP39/bZWRgYH6rBaI0re5UQZWKSmY66zumCG0pY3NhoBKbmGTN68zmFI2RS5aNH0QpdaixmZDqefN\nm+pjV68OnYwnvP8+bjAtaNsWuwV3zZ/V0KkTHHK1iuRl2GzQoMyebSwwk1G0KKqe7t6FcHDECP0N\nn7Xi77+hlfjhB4yzcaP5FGxyMqphKlWybqcfEgK7iT//tOb4StjtCBBHjLB+LCVWr8a9Ubcu33GJ\nkKJevBiu/6Lw669EP/0kzmndbodFyB9/iLNYWLMGY/O29yDCXL50Ka4BL8TEoFDg55+tHScpCQFc\nz57mH3vZMqxDZgQKW7YgpWgEhw7pc5K/cMF7g/XERDCK7qoCg4NhzeKKsLC0TFZkpJPBio1FkGX1\nMyZMY0WEHZLSEDRvXqeWqkABZ6NjNVH6yy/jwrqiQgVE8GqoVQu7Uk+oXRsLaWio989RvDgq2zZu\n9P5aGblzY+E08jC/+CIYp4ED0RPKKPLnR3nu0qW4xs2aIdc9ZAjYOl+DrKgoMGINGkCsGRBgTimw\nK+x2MCx58iCNY8XDwhjYsF69+Ghvli4FW2VGvy+tcDiQHh46VMyiPm4cmAp3Heytxrlz8AsTmYJb\nsgRl482bixk/ORmdCiZOFNPGaOhQVCHy7DAwfTqut9aGwUaxciXR66+b711lZpVyeDi6bhhlrPSa\nip475z2wunkTtg/upAl376bvIShbMCgLBJSBldIo1EoISwUS4cZQGoIqtVTKwKpwYVwcZUXbSy/h\nwrqiYkX3gVX58riB5OOqIUsWiMX37NH2WTp1wqSoB927IyWpdQwlKlZEUPT112CejMJmgxfXn38i\nQF22DDdl27a4mX/6CYuNJ01XfDwYwNWriYYNQz+711/Hd5OSgqqPn36yxqhTklC9FRuLicsqXdCK\nFUT37/PZSSckYIEZP55vgLN2LZ43Ea1LHjzgz1S4YvBgMJKi2Kr4eDHfuxIzZyL1bKTxrq8ICMBG\n8aef+I359CmE8kOGWDsOY3CwtyK9evw4Uud6KvHcYds2oiZNjFl8PHyIdbVaNW2vZwyeV94Cqxs3\nPLe7UWOsIiIQRCnXAzXGympwD6xkbRURAiXZENRTYJUlC/4dEeE8zksvqTNWngKrzJmJatTAl+oJ\nTZtqD3patoSZn9q5uEO2bEQTJsBuQEvTZ1fUrevsB3jjhv73u8Jmw8M5bhwCvk2b8J189x3EiL16\n4XeysLZRI/y+UCEwDevX43M0bw6tTEgI+pyZXVYsgzFMwtevgy20qklreDi+o0WLrM/JEyHIrV/f\nnIlSK0SzVWPGQKwsqtHwwYMQyFplKKsFU6ZAV8Xze1fiyRNoq8aOFTP+4MFg4XkseDJmzsQ8ZrXD\n//79mK+s6D8os1VmPLebNhlPAR86hIBcayVnSAjO2Vvl6/Xr7qsG7XZsylwbTj98mH4ucWWseNxn\nAup/nOJ1SXIyVvfupQ+sAgOd75HTgfJFc5cKrFjRc7BRuzZoyMaN3b+mSRNn0OONCcmRA6LE5cuh\n09CKjz/GQmrUN+fDDzERNm0KQbhZaRSbDTuPatWcDZY3bEDvrlKlMBE1b44/X3pJTKPcUaMwYR05\nYm11R69eYCS97azMQGQkxLunT1s/lhIbNuC58/Q8WIX798E2utsIWQ3GnHo2UaL5R48QWJ09K2Z8\nIui6ZJ0ib5w6BdbbqAGyEcTF4ZofPGj9WDJbZfamJS4OwdDo0b4f6+lT6H6NtE4j0m/RILNV3q7J\njRvuqyhDQqAJdd3wuuqriDC3yt54sbF8UoFCAiuZtXI4PKcClXqoF14AgyCjRAn8OyUl7cUtUwZB\nWnKyOpNRuzbK5j2heHFEwufOaRPzduqENNiQIdofIJsNC+mHH8KJ18iX3akTbqSmTfFgmNHA2BUV\nKlhPl+vB9OlIHR0/Dq2YVdi4EeXRvhQK6MG4cahOslrvoYQkIagQlYIaPRoWHK4tKXhhyxbMP1Y4\nYWvFyJGohjTSQsQMBAWB+dBbTGMWhgyBlQxPl/k5c8CweHP99hXXr0OkrUeDqxXr14PlNIPp3bUL\nshCjTM7Bg/r6OmrRVxEhsBowQP3/3AnXMwpjJVRjJacCvWmsiNIL2LNkQQAUEpL22Nmygc1yZ6sg\nM1be0LQphOJaUKsWyvyPHNH2ehk1amAcXyj4gQNRydiypdMD7FnFggUIAvbvtzZ1FBWFCp6FC/m0\nNnnwAGPpYTzNwMaN+HzNmvEdlwj6yLVr+epqlHA4sKiPHi1GrE2EOWrVKv7fuxJDhoCZVfMDshoH\nDmD+5mkKm5BANGkSn2s+dSra5FgRNC5aZJ7f1+bNYCyNIDgYjJeeIFWLvsrhgHjdXapWTbhO5J6x\nUmqsnlnxupwGTE0F45Qjh9NuwV1gVbRo+spATzord+nAV14Bm/Xggedz1BNY2WzYec+dq+31Sowa\nhffp0Wi5jj15Mhi8L77IGC1rzEZyMiwbxo+HJ5baA2UmfvwR7YcaNLB2HBkjR2KS5FkVJ7NVorRV\nf/yB71TpN8MTK1aA8RRVhUcEbdGPP1qnRfSG8+eJDh8WE9wyhqBu+HC+adj585GFeO01a8eJjER6\n04p+izdvwsrGjMrhlBQwVi1bGnu/nAbUOodoFa7fu4dgyJ3UQytj5XCApZKzG88sYyUHVXJglSMH\nWKb4eJTNx8biNd4YKyJjlYE2mzbbhfr1cfMqBfOe0LEjblCtr5dRogRaOAwapO99SmTKBDF7bCzS\nGo8fGz9WRsPduwhwHj3Cd+apSsQM7N6NxWbMGGvHkREYiPY+vKviNm/Gc8fT1kFGYCD0IaJ8q1JS\nEFCOGSOuCu/MGeiLeDYbdsXAgUjDWe1CrYbt27GZ5tlwOykJm7PffrN+rLlzwQIVLWr+sZcswXpj\nRkB66BDWS6OMpd7egkFByFB5yzh46yOolbGKjkZcIWuln2m7BaXreo4cEEDHx0MTlSkTGIqCBb0H\nVka8rIi0pQOzZcMNs2uXts+UPz+qKoxocn76iejoUd+Ey9mzE23dikqLqlWxWxLVE9As7NqFxqLt\n2kFTYPVOIzYWnlXz5/NbbIYORWCtbMFgNWS26vffxQQWo0Yh1Sqq2fK8eVhMRDmcMwbtyIgR4iwe\n9u8HKyCiGlKSkIobOZJvGnbhQnSAeP11a8dJSUHVoRUWC3Y71hgzvKuIfKsGZAzp3Pff1/4erfoq\no4GVK2OlTAMSPcN2C0R4sGThes6cCKxkx/Xnn0f5b758iC5lO4LixdObdr7yStrKQRlVqhBdvep+\n/Lp1Ifb2hpYtwSZoRY8eyKvLPQ61Ilcu7KQ6d3bfjkcLnnsOVSibNmHSatLEHDsG3nj4EDuyLl0Q\nUPXvb30AkJoKEXHTptaURqthzx6wY7xZiyVLsNtt0YLvuESYWHftEsfUPHqEwM6MaiqjWLsWc5yo\nhtMpKVj0R48WUw25cCHmKqPpJyOIjcXn/f1368dasgSaIytaUm3diupsM4T3KSlYK1q3Nvb+gAAQ\nEHoKL86c0dao2c/P82cMClIPrFzb3Kj1DXwmGSu5GlAWrufODZpOdlyXmytnyYK/y61s1BooV6qE\nyNYVVauCyXIXpLz7Lkp8PRmFEqFK6+TJ9K1z3KF2beyCjYjRO3SAQWO7dsa8rZSoUwefr1kzpNF+\n/hkCw4yO1FToxapWRYr0+nU+rIIkwbPLbodXFw/cu4eFdeVKvr3R7t1DCmjRIv5sVUoKGJLJk62p\nYNWCPn0QtFevLmb8qCgENfPmibEqIUIFaqlSYvoiPnwIbdXcuXzvv2HDsGmy2jolIQG6sT/+MP/Y\njOG7M0sTt20bsjtGK5E3b4ZtkJ7v8ehR9Nj1hkuXUNylBrnVjWsPQYcDgZXSHys8PC2DFRXFJzsg\njLGy252BlbJxcqFCTo1Q8eJOkfmLL0K/lJTkPE6lSmBkXAXbWbMiyDl1Sn38nDkRXHlL8+XKBUH4\nvHnaP9v48TDHdA0CtWDKFFwbMx6crFkxgfv7IzitWBGLeEZNDx44AO+sPXvgyzV2LJ90nMOBwoM7\nd8CO8djBp6TA4b5/f22TjFlgDIFNv358GzzLGDMGC3r79vzHJoJ+7uxZLHyiMGAACiNE9GQkwmZl\n6lT0HBWRBu7dG8+b1eJxJfz80HiehwHq1KnYzGphZfTi6FEwnWb1clywABtKo9DbWzA2Fuu1t2uT\nkIBMlDvG6vZtBFWuHpMPHyJoUtoshYWl1blFRfGRIAhpwmyzgZ2QAyuHA4tNSor7wCpzZkzKSrF6\nnjyoqFELYurXxwLtDi1bglb1hm7dQF2npGj7fC++CFFu//7aXq9ElizQRu3aBZ2PGXjhBVDTa9ei\nD9jbb3tOk/LGvXsIMr77DlT97t3WuyHLSE6GePb+fYzLS+/y00/4XnhXY82di8nN6qazarh2DWzg\nnDliFvT4eFQhzp4tTtd08CCqWkWlIWVmdsQIzKW8sWULvOF4iMdlMAY937Bh1ldfRkbCymHUKGuO\nP24cAnMzmM5795CWa9PG2Pvv38dmVE9G4cQJMIbeOmX4+YFJc/e6GzfU14h799Lf12qM1TMZWBHh\nxlAGVvHxTk1V4cLqgRURulzfuZP2WJUrI9frCm+B1UcfEe3d6z1gqlQJX+Lmzdo+GxGCqitXMInq\nRf78qJj59Vfob8xCvXrQt3zxBTREvXtj98MbjGHXPHYszqlaNbBp165hJ8Zr0Y2Pd2qMtm0DO8kD\na9YQ7diBYJdngHHnDha0JUus66voDnJfx2HDvLexsArDhuF+E+EwT4S5rksXsNl58og5h1mzkB3o\n1o3/2LGxCHDmz+drBrpyJWQQXbtaP9bo0diolStn/rGvXkV6rGNHc463eDGYY6ObjK1bsYbqmUsO\nHyZ65x3vr7t40X0akAjV+mrV4WoWDP8axooxBFYpKc7AKi4OovWYGPeMFRECK1exurvAqm5dBBKp\nqernUbQovpyjR72fs7zT1YocOaAj6dPH/fieUK4cjAPbtVMX5xtF5syYYK5dw3mVLIlU1JAhYGxk\nDzGzYbfjOvfvT/TqqxDVh4QgJRMejj95GHHKePIEwWXJkmggbVWvQVfcuIHFZf16vhojSYJP1sCB\n7ntvWYkFC3APiFjQidDLc+lSpNpFYfhwVKS5a9FhNYKDEVzOny/GEHXQIGiceDZ5ltnZWbOs17MF\nB2PTYhUbN2EC1hMzglKHAxpLX9KAmzfrT0lqbX2jJbAywlg5HLgneMy9QhirTJnSB1b58kFnVaiQ\n0wvKNbAqUyY9Y1WlCqhDVzz/PAKxS5fcn0eLFtrSgZ98ApZFT4Vdy5bYnc+apf09Srz3HkrxW7Rw\nCvvNQsGCCBQfPgQzlikTGKTixTH59+2LHnJy4YARPH2KY3z1FW7sfv0g0l63DpPQjBkIbng0N1bi\n4UNM7vXqYcHnxd7Ex0MsPGaM9eXerpgxA4G0FeXf3hAWhntMlFhb1tCNGSOudc7ly1jIpk0TMz5j\nCGr79bPeB04NJ05gIR4/nu+4smC9Th3rx/r9d1SFW9ERIjiYaOdO8zYm+/djnTU6Dz15gjSiHvY3\nNhYb+jff9P5ao4GVGmMVHu5krOSKQB7zEPdegTJjlZqKVMhzz6VnrGSPKTXGypVheu019w+snA50\n1zW+ZUvsIKdO9ZyWyZYNO/45c9A4WQtsNhz3rbdAuRqZ1H/4ATfR++8jAFSWkZqBPHnwcMgPSHIy\nelsdPerc0RQtijy6XE2TlOT5JzkZD96FCwheWrZEhYxrF3IRCApCMNe5M1yveaXiGANTWLs2f9+g\nwEBoak6eFBPY9OuHZ4enWFmJmTOR5jWr/Yde2O14jsaOtcYsUgtWrMA8KkJbl5yMwHbqVGt7e7rC\n3x+CdbVshtm4ehWMv7s2ar5i8mTMG2YxLQsX+sZW7dwJ5kmPfOLYMazD3hi3lBSQGO7mC8Y8M1ZN\nm6b9XViYM9jllQYkEtSEOXNmp4dV9uxOxkpLKtCVsapYEYtHUlL6L61+feyU3O3UK1cGW+Pv771K\nqksXsDmjR2vPS1esiJz4kCHGxehTpmC3XbcutEBWLlDZsyMYqlcPTuAOB67NsWOopsqSBddY/smb\nFwGj8nc5cuCBq1OHr42ANwQE4KEbNMiaNhOeMG8eWNVTp/jqqiQJE/KgQUjB8oZchbdwIf+xiSCw\nHTECmytRDuvTpmHTaJaho15ERCAFv2OHGM+qsWMhbTAqkjYCxtD/cOhQPu2CBg3CHG/FfBcZSbR8\nuXpWxggiIqAt1lPp7gor04ABAchMuVtjw8NBdKhZJrgyVoylZax4BlbEGOP2Q1STETGWPz9jNhtj\nRYow9ssvjA0axFinTowtXMjYuXOM1ajBGGOMhYUxVqgQ+3/ExDD23HOMSRJLg8qVGbt4kaXDnTuM\nvfBC+tcr0bs3Y6NGuf9/JT78EOeoB9HROIfz5/W9zxWrVzNWuDBju3b5dpx/I86eZaxoUcb++ov/\n2OfO4Xu7eZP/2DNnMlanDmN2O/+x4+IYe/llxvbs4T82Y3jmW7ZkbNgwMeMzhvmnYEHGbt0Sdw7t\n2zPWv7+YsQMCMH/fv8933NWrGatWjbHUVOvHOnSIsVdeYSwpyZrjDx/O2DffmHe8SZMY++or4+9P\nTGQsb17GHj3S976aNRk7dsz76xYs8Hx+hw8zVr9++t9LEmN58jAWFeX8XWxs2nhh1y7GmjTRd96M\nMUZE55nOWEdYVWCmTGCs5D6BaoxV4cL4XXIy/p03LyLZ8PC0x6tWDVV4rnj5ZexUPXlKabVdINIv\nYifCbnXUKOygJEnfe5X4/HPsFDp3Rnojo/pRZTQcOIB+ePPnoyKSJx4/hsns7NnWVAp5wt272LEv\nWiQmBTh8uNgqvE2b0KyWdw9GGbKuacAA4waMvmLHDmhhRozgP7ZcCTp8ON9K0Lg42JjMmGG9fpIx\nFISMGmVNAUxCAub6AQPMOR5jvntXHTgAc109TGB0NNJ37iQ5ShjVV8k6ZGW6VGarZLaaJ2MlJLCy\n2RBQ5cwJelruPh0VhdTSo0e4CTJlQjowJMT53ldfTS8if/11dMxWG+eddyDWc4e33sIidPOm9/Nu\n2hSi7J07tXxKJzp3xrlMmqTvfa6oV4/o+HEI4r/+Wn/rnH8THA609fniC3h48W7fEhaGAoQvvuCb\nBiHCPdqqFXRkIqoAd++GvmXyZP5jEyEl0L07gmleFZ+umDwZ85moRtMhIVhA5fYxvDFmDAJ63pWg\nP/6IDhYNGlg/1uLFCCDbtbPm+FOnQt9qVsHBgQP405drs2qV/vls/37IcrQUKp0+7dkdPyBAfU4L\nCkIaUJnyf/AgbUNm1/Y2VoJrYCV/6EyZMOEpAyu5GvC55/AFyE7sZcqktRx47bX0+eYGDRBwqKFV\nK88eVFmzYgLSUr2XOTMmzH79tBuGEuHzrlwJg86TJ7W/Tw1lykC3YrNhB6DW0uffjqNHcW0OH4aI\nXot3ipkIDsaE+NlnCO54IjUV49apI6Yf361bqARdu1aMWDsxEb3PBgzgs7iq4eBBlMdv2CBG15SS\ngnugd2/+9z4RnrsZMzDn8bR22LABwcPUqdaPFRYGNtQq+4qwMGzEzXSLHzcOBQxG9YZPnsBjUS/z\nr9WhPSYGjJSnwOrSJfVqxlu30mcF7t9Pa7+g1FtZDSHO68rAKksWBFGFC6vbLKgFVq5pvxo1YHOv\nZkvQtCmCLk8eTd26QSAoN4L2hObNQe1Pn+79tUq89BJ2j+3aOVOdRpErFzxT+veHdcDy5b4d71lB\nUBAWlI4dsbDu34+egzzx998Iqnr2hKcNT9E0Y2BqMmfGwsZbsB0biwl05EgxQQ1jSNeXKyeOKbp/\nHwvPihVi3M2J8NlfeEFMGjQ8HM3Mly7l++zdv497n1fvzV69sCG3qufk778jK2FWGvnCBWR6OnQw\nfowVK9B/Vg/rk5qKDI+WhttyBb87llmSsPbrCayU1eiPHvGzXBGWCsyaFRVkNpt6YPXwIf7uGlhV\nq5a+JUu2bChlV2OD8ubFQucpfVeyJHZ2WgOUyZNBdbtqvbzho48QWH31lW96KyJct2++we74jz/w\nkCcm+nbMfypiY1GZU6sW7o8bN3CdeQcWly/jPho+HGZ+vDFmDDQKa9aIcVf/6iuk1nm4XKthzhws\nIAsXiqkCTEpCmqRfP1ikiMDy5aj64u3sT4T0+5dfQvrAU1vncGAz1bevNp8kX7F5M9ag33+35vhX\nr4LlMdNsdNw4BNxGfQMZAzunV5917BjWcC1BtrcGzXfuQEOlppO6fTt9YHXvXtrA6plmrGRky+aM\nTOXASs1moWxZXDQZVaogz+raeLlhQ/fpwE8+8d6SpmdP7PK1iMLLl8duYsgQ7691xR9/QAPTv785\nAvSqVeH7lZiIScXf3/dj/lPgcGARrVABgfjVqzCj5OniLuPkSTjKT58uprR+xQqUUG/fzqd5tStG\njEBpuCgTzJMnIdbftIlfeyJX9O4NlsossbFe+Plh8dy4EUUzvDFmDBiKoUP5jjtuHIJIHj5d0dHW\ntuZhDN/hb7+Z51v1999Iz37/vfFjXLiAdUuLZYISeho1Hzni2Zn/4kX3pqYZjbHiardgs9VkmTIx\nVrw4Y+XLM/bxx4xNnMhYvnyMhYc7rRUGDGBszBj8/dIlxqpUSVv++MorjN24kfZ3e/Yw1rCherlk\nWBhjzz/vuSRWkmDbcPCg+9coER2NEn4jNgpRUYxVrw6rCU9WEHogSYzNnYvS/hYtUAZs1rEzIg4f\nxjWsXx92CiKxb59YK4xDh2Bd4u8vZvyNGxkrWRLPmQg8eIcFaXIAACAASURBVMBYiRKMbd8uZnzG\nUCZeoQJKvEUgJoaxcuUYW75czPgHD8JWJjSU77inTuHe52Xp8O23jP3wg3XH37YN91FKinnH7NQJ\ntg2+oGtX7bZEMiSJsZdeYszPz/tr4+IYy5WLsfh496/55Rf39ilFiqS/96pVY+zCBee/X36ZscBA\n7+fiCjJgtyAssKpcmbFPP2Vs7FjGMmdmLDkZf9rtjE2dyljPnvhQsbGM5cyZNkho1YqxtWvTfvjY\nWHwx7oKnBg0Y27HD8wWcPZux1q09v0aJ+fOxsBsJYCIicA18veFdkZCAAKtCBcZefx0TbXKyuWOI\nRGAgvqOXXmJszRrxweOmTQiqjh4VM35AACaVAwfEjO/vjw3RuXNixk9JwbMt0q/q4kVcg2vXxIwv\nSYy1acNYt25ixg8Lw5zO27MsJgab7A0b+Iy3bx9jpUphXCuQkgLCwcwNwt27jBUokNbfSS/i4uA9\nGRKi732XLjFWpoy2OXrfPnV/KiWaNGFsy5b0v4+OxtrvOk7+/E6/LUlCHBEXp+3clTASWBlOBdps\ntpI2m+2QzWa7brPZAmw2my5VSZYs+ElIAHWfmAj6OioKvif37+N1efLgR9ZcEUHA7qqzypMHKboL\nF9TH81YdSAR9wOHDyM1qQefOOO/Vq7W9XolChVDBsnIlqGyzkDMn/GMCAuCvsmQJHOvHjsW1/SfC\n4YBzb7du0NLVqIG2B23binPUJoKe5YcfYC/QsCH/8cPC4NE1cSKsHXjjyRM8V5Mne67ksRIDB0JH\naVXzW2948gQ9IGfMEGNtQYQ2W8HB2tttmQlZV/XNN/w9y3r0QIuq1q2tHys+HvPqnDnWieNnzUIq\nuXlz8445fjxSgL60E1q3DnYJeosR5DSgljnam76KMfcVgbK3lXKc+HiszYUKOf9ts3GUCeiNxOQf\nIipGRDX+9/c8RHSTiCp5jOIy1WSZM2N3U6MGY198wdiPP2IXcPcuovWAAKR2atZ0Rox166ZlBDZs\nQLrLFb17gwFTQ2AgdvbeXKj79GFs8GDPr1Hi2DHGXnzRWCTMGHYBZcowNmWKsfdrweXLjH39NSL4\nHj3EOkFrRWoqdjFdu+J7q1GDsdGjkfbJCJg5E9+7KJbi6VM8IyNHihnfbscOsm9fMeMzBtb6lVcY\ni4wUM77DgXmod28x4zPG2PHjeD6CgsSMP2IEY2+/zcflXInly8HKe0odmYk+fRjr2NG640dEgPU0\nM53/4AHmfF9T9A0aMLZ5s/73vf46Y0eOaHvtW28xtnu3+/8PDUUXAzX2a+lSdBhQ4vp1pMZl3L6N\nucIIiCdjxRh7yBi7+L+/PyWi60SkKaaVzT8zZ4YgLl++tJWBSsaKKL2AXY2xIvIsYC9dGiXIp097\nPrfu3eFOm5Sk5ZOgrLxhQ+OsU4kSqOybOlW/q7tWVKsG5iogANe6bl0wDbt3e7ah4I3UVFQ0ff89\njN0GD8b3dvIkmMhBg9IavokAYxDpTpqEXZYIliI1FVWP1asbK6AwA0OG4DwmTBAz/vXreFbXr+fY\n/8sF48ah4EbUNXj0CPfBokXoMsEbhw6BZVm5km8V6p07qLxctYqP+empU6i0nTLFujF+/52ofXv0\nrzULkyeDTfSlEu7GDay9elm04GCs4fXqeX9tUhLmd0+vldkqNfZLzY1dqHCdTGrCbLPZXiai14no\njJbXM4agymZzNmBWBlYNGuDfycmoHHS1XChdGhVI0dFpKycaNABdK0nqpm2tWqFqqH599+f26qv4\nAteuRfm4Fowbh/d8+aWxZrelSsFz6Z13UC357bf6j6EFxYohPThoENGyZfj75csY/403UFXYsCFR\npUr8jP2Sk5ES3bAB1HG5ckitnDsnZrHwhIQE2CicPo0y4uLF+Z+Dw+G8x2fPFpMKXb0aC825c/xt\nHYiwGWjTBultT+0vrMT+/aiAPHfOeAm7L7Db4Un09ddIB/NGWJjTr4rnc5CSAp+wIUOs85BSIikJ\n8/G0ada5dl+9ig2Ca0cRXxAZiYD78mXfjrNgAVGnTvqNbrduhb2Qlvnh7FmsOXnyuH+NuzQgEQKr\nTz9N+zuRVgtEJtgt2Gy23ES0gYj6MsbS8R82m62LzWY7b7PZzrP/+QsoAx+5nU1kJD54WBiCrhIl\nnFqn8uWxQ/3/k86Ei3zuXNqxXngBwYPr72W0bYtdTmqq58/Urx+CJVdLB3coWRI2Cq1aGWeAypTB\nZD1iBMY2w4rBHXLlgjbo+HFoRFauRLB57hysKYoUwZ9TpmAnofU6eMKTJwhIliyBceEnn4Dtef55\nMEBVqqCc9tQpWFFktKDq5ElM5HFx+LuIoCopCT0jg4KgexDh6r1lC4LLTZuc+gWeSEhAe6J337Vu\nA+INFy4gqFm5km8fPBmShM+ePTs803jj6VMEcz/8wFdXJRvgFikCawse4/XoAUsb14XbLKSkQKv7\nxx/mMq/DhmGuUAYXehEbi/naiE3DihUwa9aC3bu9+76dOQN9rRr8/RGYKREUlHYNefgQ8QEv+LTf\ntNlsWQlB1QrG2Ea11zDG5hHRPCKiLFlqMZsNE4PNhhs3JgYLrJwCDA3F+8qWBUtVrhxSWb/+mva4\nchubRo3S/l5mpdSM4ipXxnG3bPH8oDRujAV/3TrtfaC6doUrbPv2iNaNNL4tXx7us82awcdryhTr\nmaOsWREwVK/ufIBCQ8HIHDmCHUtoKNKvhQuDes+ZE38q/678M2tW9F+8cQO7iRs3sCBWqIDPWKEC\nFqYKFfB9iPCd0orERND0f/0FgTLvvn8yoqIgBC1RgmjPHjE98LZsAVu2YwcftsAVyckQKr/0kv7O\nB2bh2jUEFXPn6vf0MQOyz1FgINLmvBtsp6TgO6hdm38aesIE9IQ9fpwPoz5/PjaDp09bxwwPHw4y\nwJfGyK64cgUZF1/bnc2ZA2++0qX1vc/PD2tGkybaXr9lC/wI3cHhwHe+YEH6/4uPBwHj2k/x1q20\n/lmuqUGrYTiwstlsNiJaSETXGWO62q3KDIgkpddWHTyI/ytTxqmrKlcOgUZcnNP8sGFDdW1Dq1Zw\n4XXXY6lHDyyQngIrmw03fK9eWEi1MgNTp6KFzi+/GNddvPgigpqPP0ZQt2yZNUZ0nlCiBMaWg8qI\nCDwsUVEIkBIT0/4ZHZ323ykpWPyqV8cxypcHwyOygs8IzpwBDV6lCuh6PR3dzURwMILt5s1R5cOz\n/5oMZVAlogJQ1pXlyoUUh4hrEBSExWL8eDCuIjBqFCqXDx/m31xZkvA85M5NNHMm3+d5wwYE06dO\n8THAPXMGm/ljxzynqHzBiRMIKC5fNu9aMoZ1a8QI31KXiYnY2O/dq/+9CxaAhdMS9N++jXXljTfc\nv8bfHyylWirP3x9BlWs63tUwNCSEczcEvWp3+YeIGhARI6KrRHT5fz/NPb0nSxZUBT7/PGP16kHJ\nX6IEY5Mno7Jm717G3nsPSvyJE1GJIaNmTcZOnnT++8kTxnLnTu/RJEk4prtqrZQUVCVeveq5EkCS\nGGvUCOemB5GRjJUty9jixfre54rERPh8vf02Put/4IfERMYGDkS11Zo1Ys/l0iXcz3/+Ke4cNm/G\ntRDlVWW3M9ahA2PNmonzZHvwANW706eLGZ8xVKKWLcvYw4f8x5Ykxvr1Q4VYQgLfsc+cQcWc0uzR\nSoSHw/B20ybrxoiNZax0afPHWLECFdTeqt+9YeZM9cp7b0hMRPWe1irViRMZ+/57z6+ZNo2x775T\n/785cxjr3Dnt7yQJsYFy3XznHcb279d2Tq4gzlWBxxljNsbYa4yx6v/78dCRzwlJwk9yMrQ3MmNV\nogQiSyJnKlBGtWppmy/nywdW69KltMe22Tx7VmXNip33rFmez9Fmww5p9Oi0HlreUKAAUoE//4wd\niVHkyAGRcM2aSGGuWWOt7uo/AOfO4ZrfvAmWqm1bceeybx/S0n/+Kab3IJF4por9r7HygwdgLUQI\nxaOi8D107ox2JiKwahW0iHv38tWKyJg4EWNv3co3dR8cjPl84UI+hQp2O7RJHTtiXKvQrx+Klcwc\n4+lTtFOaPt23FLFc7TtokP73btyI70mrRlZLyxtPHldXriA2UCI8HOunsrAtJIRvKpCr87rMWOXM\nydgbbzDWvDljWbLAxv+DD+BoKzuo+vnBp0TGn3+mbyXQsydjEyakjzD372esdm33EeiDB2ijo4UJ\nGjiQsS+/9P46V+zciRYPd+/qf68rjh9nrGpVMGg3b/p+vP+QHklJjA0ZAmZm5Urxju5Ll+JcRDm6\nMyaeqZIk+GS9+aa4VjGxsZirfvpJ3D2xYwfaZ2lpDWIFli2D1yCvtjEyoqPRncJKjz9X9O/PWOPG\nvjM+nrB5MzyVzL6nBwyAX6GvWLYMDI8RvPtu+q4o7hARwVjevGC53EGSMAe5W0fr1kV7MyWOHMHv\nlcfIkcO45xll9JY2WbOipU22bKAr33oLFO/+/ejrwxgovOhoXIQcOZw3+KFDSB8qsXo1Yy1bpr8Q\nKSmw8fc0EbRrpy298vQpjCCNLHCTJzP22ms4hq9ISWFs0iTQrL//7vlm/A/aIUnoc1a1Ku4lEWkW\n1/P54w+07AkIEHceooMqxhj77Tf0g/SlHYcvSEyENOG778QFVceOYY48dUrM+Lt2IajjbYSbkoIA\np3t3ftd+zRr0k3v82LoxwsKw4T5+3NzjXr+O+8TX+ctuh1H33r3633vrFtp7eerJq8Tixd5byN24\ngaBeDQ5H+pQfY+jb+dVXzn9HRCAeMIp/TGCVKRMCjho1oBk4cgS6J8ac7uuMQVsSHIy/R0YylicP\nLqaM0FBcMOXvZHTsyNiMGe4v1rFjjL36qvp7XbFmDRZeve7CksTYN9+gt6GWcbTg/n30BStTxrNT\n7X/wjkOHENyXK8fYqlXiWSq7HaxstWr8m9kqkRGCqrFjGatY0dnrizdSUtAkvm1ba9kLT7h8Gd8D\n7x58MmRt04kTfMeVJHRcaNaMn6O73PPSSh2XJDH20UeMDRpk/nGN6IHVsHIlCAwjc+GgQeikohWt\nWoGZ94R589xnjG7eRCDsioED0zaMvngR8YZRZPjAKlu2msxmw6gVK2JBq1ULQU62bPgy33/fOZG8\n9RbYBBkvvpi+O3Xp0uo7+w0bkF50B0nCAqZl0pLPa+pU7691RXIyYw0bIs1kJnbuxGf/9FP9zTH/\n7Th0CEUBZcviwebdjkMNMTEQi8opcVHICEHVtGm4t0Xd1w4HJnORYvnbt7HZFFU88fffYFa2buU/\n9sSJ2Mjyeg6ePMFatGSJtePMm4c2L2bfUxs3MlapEjYDvsBuh/zGSCCfksJYsWLaWfaEBKQBvbGD\nX36J66aGtWux+XFF69Zpn5stWxj78ENt56UGI4EV96Jlmw3CuuRkp+t6QgJEqbGxELArvayUrWxc\nBexE8LM6diz9OE2aoGT2yRP35yFbL2g55+nTiUaOhDBOD7Jlg+h2xQoYCpqFZs1QalqxIq7LlCkQ\nXv4H9zhyBN5D33+PprHXr8NdX4R7uBI3bxLVqQNLih07rGvy6g1r18KPbdcucU2VFy6EUPrAAf1N\nX80AYygUuHsXbtgixPIPH8Kf77ffxBRPPHyI+XPUKJix8sTmzWjFsn07n+fA4YCTe9OmcLG3Crdv\nQwz+11/m3lMJCRDCT5/uu2HwunUw63b1htSCnTuJXnklvVGnO+zfD5Nvb5YQ3oTran56alYLvI18\nuQZWsilolizwyXj6FF/kkyfwqXj0KG1gpfSyIoJJpWtg1bAhFkxX5MqFRXT7dvfn06EDXLTv3PF+\n7hUroirop5+8v9YVhQujmqZPH/iwmIWcOeFXcuIEFuSaNeFiy/6rHvx/MIaH+L334FbdqVPGCaiI\nsJA0aIB7Y84cMQs5EdHixTiHvXvFtYlZtgxmrPv3i3HeZwymlydOYN7g7RNFhOroJk1wr3brxn/8\nqChs2r77jr+z/Zkz2PRs2YI2Wzzw668wmZw0yboxUlJQZfjbb9oDD60YOxZm2O+959tx7HasJcOG\nGfPUmj9fn8npli3eKyKDg9Ftwl2buMuX0wdWkgQ3gbJlnb/jbQ5KRHxTgTly1GREqPzLl4+xzJkZ\n69KFsVmzkNc9ehS+FLJnxcaNyEnL2LiRsSZN0tJ09+5BZ6WWzlm92nt1w++/wyNHC54+BWW8cqW2\n17ti506kWS5eNPZ+T5AkxtatQxVNxYpIp0RHmz/OPwXJyYwtX450b6VKEEpmhJSfjCdPILAsXTqt\nPxtvpKai8q5sWf4CZRmSBE1EqVLiBPupqfDTqVEDPkYiEBQE3eeQIWL0fqGhmD8GDOA//qlTED5v\n28ZvzAkTcL2t/r67dcM6ZpbOVsa5c7hmZqTMp05FRZ+R7/3aNZyH1qq7hASs2ffueX7dvHkoMlOD\nw4FCLtfPfvs2PMiU+Pxzxv76S9u5qYEyusYqZ04EVs8/D01Vvnwobx0+nLHPPoOAWGkSGhiY9iI9\neoS8rKuYtFattFosGcnJ3itanj6FluHMGQ9XVoFLlyBy/Ptvba93xfr10C5YpWGRJJSftm2L69ul\nC0Sw/wakpEDQ/803eHDfew/BrGhRuit274ZesHt3cypGjSIiAteoaVNxlXcpKfi+atQQJ9iPj0dF\naKNG4mwdrl7FPWFEx2kGAgMR5I8ezf95OXECC/OOHfzGnDkTlgdWW0hMm4aNndl6sbg4FHqZocEL\nDcWadv26sfd36sTYiBHaX79iRXqCRA2tWmFzrIaAANyvrtiwIb2xaY0a2td3NfxjAqsCBeBf9dJL\nYIx69sSuecIERJyy0t/hQCWgctKvUCE94zNqFJzb1TBkiPv/k7FgARyFtU4os2aBCTFqebBpEyaS\nefOsncQePGBs5EhM2PXqIWrXWgr7T0FqKuw6unTB5PDGG7ClkKtJMxJiY8GKlCpl3AXYLFy6hOfs\nl1/EVb1FRyOY+fBDcQHm48fwvPnyS3FC9WPHnP5pIuDvjwrsWbP4j33kCOZCnhXOS5aoF0KZjW3b\nIOi+c8f8Y3fqhB8z0K4dY4MHG3vvvXuM5c+Pqn2teP997wFhUhJIFHdVwXPmqHt2/fYbfmRIEmII\nPefnigwfWD33HAKrIkXwYatWhWdP27aoBOnbFzvYbNmcFQ716qU1APv++/S7On9/LFZqQUpwMAK5\nuDj3F85uRznmhg0erq4CkoRqPFfDUj24cQM7mc6drW8RkZqKYK5RI1z7X37R3nIgI8Juxz3RvTs+\nT40ajI0bZ80EZhYOHkQg8+23Yqv+GAMzXKiQ2HY9wcGMVamC71BUijYoCLv+gQPFsZpbtuC7EGmp\nULQoWATe2LsXQdWBA/zGXLMGwY5RdkYrLl60zn9s+XIQDJ7WNK3YuxfzklHzzF699FksBAUhheeN\nlNizh7E6ddz/f4cOIERc0aIFskIywsJ887Bi7B8QWOXKBbuFF17Agli3LmPjxyO3u2oVghXGwGTd\nvo2/d+uWNpBatsz5OhmSBI2IOw+SFi0Ymz/f88XbuxfH0LprjY4GFenL4vT0KfolVq9u/e5Jxt9/\no+dXwYLYOQwbht1iRu9HGBGBh613b0yMr72GoPzWLdFn5hlxcZh8SpRgbPt2seditzP2889IgYhM\nD1+4gOsxaZK4gEbuwThtmpjxGWNs0SIENb6kKXzBgQP8dU0ytm7F2GYbZXobs2hRxq5csXac+/fB\niK1bZ/6x//4bAZsZnyExEZpho99/SAjYKj2mpEOHIkPlDT/8gM2yO5QsqS7HKVnSGTswhvvrzTe1\nn58aMnxglTs3AqtixXAB3n8fk2uVKhCuyzb0777rdH6dPRu7fBlBQXg4XCfkn35KSwEqsWsX/EO8\nTeLNmulrn3DuHG5y5RepF5KExq5FivCd4OLj4Vk0cCA8nXLnBoP2zTcIQv38zBdbaoEk4YHduhXa\nu48/xr2SNy98zYYNs363aQYkCWxEmTKMffGFb1S0GYiMhJP1++9b6yztDdu345lR7ip5Y/9+LOpa\nW2+YDUmCAepLL4G5FoENG3ANDh3iP/batZjDz57lN+a+ffi8Vo8ZG4uN8tix5h87MRHHnj3bnOON\nGAEdk1H06KGPrXI4cM97K95yOBAjuNMx372L9dJ1PVczEV+82FhLOiX+EYFVpkwQi5crh0qJiRPx\nkAUGOq3rv/0WOVTGIGysVcv5ISUJuwHXnnknTiC1qAaHA+zS6dOeL6DsvqtnEZw6lbGaNX3XLp08\nic81ZIgYzUtqKm74mTNxI5Yti2Dmgw8QsG7Zgut38yYWZl/OUZIQ2D14gGu+bh1ce5s0wQNTqBCC\ngF9+wSR865aYIM8oLl2CKLxSJQT1onH1KgK8/v3FVkbOmgW2WlR7FsagYypcOH1/MV5wOBjr0web\nSVEGqPPnY+GyojrZG5Ytw9g8GVO5LZDVfTdTU9H/1qoWSD17IltjxrFv30bWwqgWVdZWhYVpf8++\nfc7WdZ5w+jTmTndYvhzdR1xx8CBj9eun/d3gwdiM+wIjgRVXJx+bzfmTNStR9uwwaIuMRMf2hw/h\nQ6H0r6palejaNfhsZMmC9zZsCFNQpQnYm2/CByswEO9XIlMmGB/Ono3XuUPlykRt2sAIdMoUbZ+p\nVy+iw4eJfv6ZaOpUXZcjDerWJbpwgahdO5jVrVwJ/yteyJIFhm2vv07UvTt+FxEBb5lTp+Cx9Pgx\nfG4iI+FBljcvUYECMHkrUMD5I5u+RkcTxcSk/VP+e+bMRM8/j9eWLw/vpB49MH6JEsa8VETj4UP4\n4uzYQTR0KDx5RHplMQbDzUGDiP78E0aIImC3w/9t926i48fTP588wBjR+PFEM2fCfLRqVf7nkJwM\n/7SHD2F8mD8/3/EZIxo3jmjuXHj/KedPHpg3D15JBw7AF5AHzp8nat0a82nDhtaO1a8fPKtmzTJ/\n/tq0CfPKxYu+H5sxop49sWYZ9QsbMwY+Z0WLan/PnDlYh71h0ybPHlfHjqmbhqr5Wt265d0vywpw\nD6yI8MVmzYqfp09h5pmUhIX20SMstEuW4LV58iDoun2bqEIF/K5hQ0zQ33zjPHbmzEQtW8JwsX//\n9GN37oyJJDLSs9vr8OEIsHr0SGsy5ukzLVwIp+rKlYm6dNF0KVRRpAgMGn/7DWaf69Z5DgStRuHC\nRB99hB9XOBwIkuRAKyrK+RMdTVSsGCZPOXiS/5T/nj07/89jFRIS4BY9ZQomm7//xmcUiadPMYn5\n+2Mikp8d3oiJIWrfHsHV6dP4/nnDbifq3RvGn6dOiXF0j4kh+uQTBFN79xLlyMF3fEkiGjCAaM8e\nzJ28r8HUqXg+Dh/WNq+aAT8/zF0LFhhzE9eDadOIDh6E4bSvDuiuCA6GWey2beY8Pxs3Et27h0DQ\nCO7dI1q9mujGDe3vCQ1FQL14sffXbt4Mh3p3OHpU3Tz38uX0wfPt2/w3EETENxX4/PM1WZYsoIJr\n1kTKqWdPpJ1u3ABNeP480kOvvuqk4j75BGafMvz88B5X7NgB2wR3+PJLpB694Y8/vHfddsWtWxDD\n+mJEpsTmzUhZzJyZ8XyY/gPgcOD7LlkSFD2vAgRvuHgRqfYuXayvOPWEwEBQ+j16iEtBxsWheKVR\nI3HVmA8eYG7r3l1Mmj8lBaXpdeuK0fqNGYNU9N27/MYMCMA6o1w3rMKWLRjLikrrlBR8bxMmmHO8\n2FhITo4cMX6Mbt1QBKMHw4Zpq6K/dg3n527Ne/QIPphqz1G1amk1dJIE7bCvHn2U0TVW+fIhsHrh\nBSj1v/oKwt66dZH//vBDBBRJSYxlz+6s0Bs6FHobGQ4H8ruuhoKJibjo7qoUTp5ERZS3yr+EBCyW\nenUY/v7Qi5lVDXLzJqrfmjdHMPkfMgYkCcUVtWs7m4hnBNjt6HBfuDCqbEVi71485zNmiDuH4GB8\nP19/7XuDWqO4fBnl7KNGidkgRUdjXm3a1JzyfD1wODBvV6jA1/z1yhXoeN2ZS5qJU6eg37KqsrN/\nfxRVmaUx7dtX3f9JKwIDYV8QEaH9PcnJIB2uXvX+2lGjsBFzhw0bcC+7IimJsRw50m4kHz6EjsxX\nZPjAKn9+BFay1cLXX+MitWkD24IePZxVeeXLO0tKd+5E5ZoSn33G2MKF6S/Ct9+CcXKHJk20uRuv\nX49z0DsZXbyIBWXRIn3vc4ekJFyTIkVQsWe1U/B/cI/UVLRVqlcPi8XKlRlHVH/5MgK9d94Ra0GR\nmAg7jxdfVO+GwAtbtuCZGTdOHOO7aBEWXREeUYw5mf9u3fibn8bGoqK3QQP3Jo9WYNcubCx4MFXH\nj1vrGD9tGr4/PUGMJ+zcCcLAaFWwJIH5HTNG3/vmzNHmtO5wgNn0VNzSuTNjf/6Z/venTqFiUom9\ne9PHDUaQ4QOrAgUQWBUsiMXpq6+QEuzdGzvtKVOc0Wrbts4dR3Q0+gsqK++WLVMvFb1wATePO8rd\nzw8Trjd6UJIQ+LVvr39ivnEDFY56rBu84ckT7P4KFEAF3b+5DyBvPH6MBbpUKdy3q1eLcyt3RUIC\n7ofChWGYJzJt7O8PhrVNG3H2EsnJCOxKlUKlsAgkJGATVKGCuN6Ha9YgqFu8mP/YgYGoevzuO74B\n3Zw52NTy8MY6fBjPnFXGrmvXgnUzK70YGopr40sKcOlSBC962N/ERGyytDB6+/Zh/nA3h6Wm4p5W\nSylPmoRUuxLjx6MC11dk+MCqYMGaLGtW9LCrVw9BS8mSuAA//ggfJzmy/eMPeFPJeP31tBNlRATs\nANQcXOvUQUrRHbp00ea/kZCAcY0ESHfvQucydKi5i939+4jaixRB5P6stajJSLh8GQxovnwIss+f\nF31GaXHwIO6xzz7TZ9JnNiQJu+tChcDSiAru7txBS6MWLcR5dcnp+/btxbTpSU3F3PbKK2LsFORG\n8zNm8LsPHA40ji5Xjg9ba7VjvBy0XbpkzvFSU8FkUCymkwAAIABJREFUDx9u/Bjh4fhe3Zlwu8P0\n6bBV0oJPP4Wm2B0OH8Z6rIY2bdLrm9u3R/siX5HhA6vChcFY5c6N4Kd1a+RF//oLHaivXwcVyBiM\nBBs1cn643r3TU5D16+NBdsWyZfBBcoewMLBmWh5C2ZDUiO9NWBgEdX36mJ8yunoV2qtXXoGeJqOk\npP7pSE1FGvitt6ALGDUKk0pGQmgo+oSVLAkjVZEIC4MGpHbt9N5yPLFxIxYjkW7u69cjuJw1S8w5\nhIbivm3alD9j6HDAcLJ4cb5u6gkJWFQbNuQTTK9bh/vMKk+sq1dxfDN7if74IwgLX1j2du0QvOpB\nQgLuBy0BflgYNrCeMjF9+qg3e5Yk9Z6MFSua45eW4QOrIkUQWGXPDlFp48aMPfcc8uL164N9kfsE\n3r+PCFnG+vUIJJQYOzY9/ccYWKzChT1P9H/8oW4ypoa9e/HFGdE3PXkCdq5TJ2sqow4exLWsVUus\npuWfjogIBO4lS+JeXLNGnODZHeLjMbEUKADHfNE9BzdsQHphyBBx1yoxES2DXn7ZuwGwVUhKcp4D\nTzdxJfbvxxw1fDj/NHV0NFjC+vVRAckL4eEogurQgQ9zP28errFZTJIrgoIw/5jZjHvlSphj+xJo\nb9uGY+jtJzh5Mir6tWDMmLQdVlwhSXBtVxPA37yJAE65mYmPB2ljRio6wwdWRYvWZJkzM5Y5M5ic\n2rVxsQ4dwqTEmLNPoCRhAZFTHGFh6cssAwJwI6rtDgcOhNbCHRISoMPQuvMYOxYPsZEHOC4OQeQn\nn1gzATgc0P2ULo2d25w55gken2U8fgzdwCefYLfUqZN+qpsHHA6wsC++CO2h6GbTjx7hPF59lS87\n4YqrV6Hl+ewz30uqjeLmTaQnWrcWcw52O4KpYsXMZTm0ws8PKbiePfnqqa5dA1v/22982MGxY7FG\nWcXKhoZi/jazd+Xly773FYyNxRqr996Ki8OmS8vYcmcUT5uSixeRzVL7rufNg7uAEmfOpBezG0WG\nD6yKFUNLGyIIO8uVA9Ny5AiYKocDvcx278YHevdd598Zw0Su3C1IEr4QNbrvzh2k+zxF2StWILjT\nkkaTJDBcXbp4f60akpLw/kaNrNNeJCcztmkT0qp58yIlsGTJf0J3JYKCoE179130lWrVCtdIZP88\nTzh2DM/IG2+IE2PLkCQweUWLQv8oyiNLklDZK4uzRaX+/voL5yDKay48HPPJW2/xtTOQIQvkly3j\nO+7Bg8hm8BDmSxJSYJUrW9eC6NEjpK30Vtt5QmQk1kZfbVd69kQhhl6MG4fNlxbs2YMgyNMz9Pvv\naTXXSrRvj8IdJebMgRbZDGT4wKp4cQRWWbKAmSpcGPqMbdvwgIaHM9a1q9P7pm/ftB2uv/sufUTf\nuzdjI0eqX5CPPlK3ZJDhcCCw0mrqGRuLgHD+fG2vd0VqKm7SOnWsZ5SePsVD1bIlgqxPPsFEqJfO\n/adDkhB4DxuGh7dQITBTmzdn7GsRGAgxZ8mS2ACI1tCFhYGVqVhRXMqNMTDYTZsi0BRlKxEXh0nb\ndaPHE0ePgsEcNIi/+WpqKhY5EQL5pUsRVFklHFdCnq/ffNM6zVpUFOalX38175h2OzIkehokq+HE\nCTChej97bCy+I60Vsa1be28sXbWqOjsuSWDGXM2Zu3XTZqukBRk+sHrxxZrMZmMsZ04scFmzwnJh\n0SKkBi9cgMNs3774QIsXI38uY+lS0P5KHDqEKhw17NzJWI0aniPhY8eweGndfV+/joDQqCGcJKEx\nZLFi/ITHUVG4xo0bI53avj18fp7VisLwcBQ/9O0L+v6VV5AWPnJEbBNiLYiOxg65YEEI50UHf5KE\nwK5IEdh9qFXh8sK2beI1XVevIrjs2FFM1Z/Dgc1mkSLW+Sd5Qng42N4mTfiyvHY75B2vvMLHwiIx\nEZtRKzMMsbEI2vr2NZfxHDQITeB9meuSknCfr12r/72jRqVPzbnDgweQYXjSi96+DZZcTTt4/Tok\nPa7Xr04d36wllMjwgVXJkjUZERiU555DgNWnDyaKDz/EYr9pE4SQjGE3VLmy8wPeuYMLrLyIDgd2\nbmqiNjl3622H3aaNZ1NRV2zahC/Tl2qxI0cwSXTuzFeEHB6OqqWGDeENVrcuhLdLl2LCyij+TFrx\n9Cmu5YQJCLpfegnB4wcfQHty5co/oyVQUhKY2qJFIeLkKQJ2hwcPwHhWqcLYuXPiziMhAf52pUqZ\nN1nqhSQhvVCoEJ4VEYiMBAtfpw5c5XnjzBlsQocM4TtPxMTgc7/9Nh/taGwsApPPPrNu8xkfj8/T\npYu589P69ZgDfTVlHToUBq96zy06Gs/I339re/2oUYx9/73n10yc6P41s2ald5K327G2mSWByfCB\nValSCKzy52csUyYo+QcPBmXZtSu0Cn5+SLcxhps6Z04nmyRJCKKuX0/7wQcOdF8KOmFCWtZLDbdv\ngyHQM1kNGQJtgy87+NhYPFgvvWSd0ZwnREeD8ZswAeW0ZcvCCuOtt9ALauPGjLHAy0hOBqs5Zw4o\n+ipVEKC/+SaCw+XLYc4qOm2mB0+fgrIuVQopLlGpJSVSU/EsFi6MFIVIZvPoUeycP/8cFbYi8OAB\n0hWvvYb7SwT27cM80a8ffxd1ZaukTZv4jn3lCvpNdu3K53MHByPL0bWrdcFjbCw2fl9+ae5cdf48\nviNf/fYuXUJwZERTNniw9pY5ycmY97ydb9266rZKjEEu4aq1kwsbzEKGD6xefhmpwCJFsIBXrgym\nqF07VF38+CMCFWWZ5JtvYvGX0bVrWt0VY9BaFCqkns6LicHNdu2a54s3dix2EFofJrsdk33Llr6n\nl3bvxqTZqZO46iYZT57AXmLECNhbFCiAm79VK7CLY8dix75nD1jCiAhzJgdJQmrh4kVM3lOnok/W\nZ5/hHihWDAUOlSqB5Zs1CywK70XGLDx8iEmoUCFMDiJ1SzIkCdYnlSsj3eNLNZGviIjA91yiBNIR\nIlhHh4OxuXPxHQ0eLCYNGhUFbWnJku4XFytx6xba0jRsyFfT5nAgmCtUCMUlPL7//fuRah4/3rrx\nQkOhqerSxVxZwpUrYLs9GWNrQXg45BNGWgJduYLvS2shxaxZab0q1SA301ZL/SckIDvhmjmaPRsS\nI7NgJLDKQhxhs+Enc2ai3LmJ8uUjypaNKCSE6LPPiE6cIMqRg6hUKaJbt4gqVyZ6+22iw4eJ3nkH\nx2jThui334h+/tl53LJlid58k2jlSqJvv007Zt68RP37Ew0bRrRmjftz++knol27iCZOJBo40Ptn\nyZyZaNkyoo8/xpiLFxNlyqTzgvwPTZoQ+fkRDR5MVKUK0fTpRK1bGzuWr8iXj6hRI/wQETGG7+LK\nFaL794kePiTy98efDx8ShYURPX1KVLQo0QsvEBUrhr/bbER2O5HDgT/d/T01lSg8nOjePaLs2fHd\nK39q1XL+vVgxXPd/Mq5fJ5o0iWjjRqIOHYhOnyYqU0b0WRFduIBnKiSEaOxYolat8B3yhsNBNH8+\n0dChRO3bE127hmeYN/z9iX74AffnwYNEVavyHZ8xog0biPr0wRzj78/3OkgS5qGRIzHf9uplfH7T\niwcPiDp1wrzC4/mQJKJx44imTcMa8u671owTEEDUvDlRt25Ev/xi3vN1/TpR06b4vj7+2PhxkpLw\n3HfsSPT55/rea7djHRwzhqh4ce+vT0ggGjWKaMsWz6+bN4/om2+IsmZN/3979hDVrElUpEja3x86\nRNSsmfZztwR6IzFffsqUgY9V8eLQPjVtivypbPwlpwBbtXKK5nbuhB2/jJQUsCiuZp179kAAr7bT\nkD01vLmwBgfrp1Lj42EA2qePObucY8dQbfTpp6jE+icgKQnX7vRp7JjmzsXPwoXYbf71F3ZA69eD\njdq2DczIvn0onfb3F292aSUkCdqgjz7CrnLEiIzjMxYYCMa4WDHs9ESaoh4/Dk+ot94Sx5bFxUFa\nULgwrocIzeH9+2DCK1YU4xN26xYYqvr1+bvpb9yIZ2TYMD6FJmFhYE0aNGDs3j3rxpEtIuT+t2bh\n5k2wur4eV5JQ1PT558bWsQkTwHJrfe/Ysd4NuhMSINFx1y+xQwewXkpIEp5dtX6CRkEZPRVYtix6\nBZYogZRO69a4wFmzQmuSPTsmsl9/hfEbY1hwc+dOq/P46qv0tgsOB2Ply7sXt/75JyYrb1i1CsfR\nU40VFYW8/FdfmZMuSEhABVaRIvCI+SeIr/9DeiQnw+Kidm0Ey3PnivN+ckVEBDYDBQpA5C+iwk3G\ngwfQm5QoAadoUff7tm3Y5H3xhZhNjcMBbVuhQggseGvbHA6k4AsWRBqOZ1D59ClSnqVLM3byJJ8x\n5Y4av/5qbRC3YoU1vQXv3IFMw9XDyQiGDUNRhJH56dYt3DO3b2t7/ZMnuMe9yXOWLwf5oobERKQB\nXXuk+vk52+KZhQwfWJUrV5NlywbGqnp1RJzy7vDhQwjT79zBrkXZvqZWrbQO6Vu2pGWxZMyYAaZH\nDXq6bHfsCB8MPYiLgyFa7drmGcmdPw8W7s030aPqn1ax92+EJEH71bMnJo933gFLl1EE9fHx0DUW\nLIhKO5GsaHIy9CwFC2IjISq4u3cPpfXlyolxL2cMWpJ69fDDw07AFbdvgymsV097RZdZOHsW175T\nJwi7rUZKCu63EiWs9cNyOBCwlCyJBd9M3LkDgbanpsVasXIldFVG5gJJwhw3aZL29wwZos28s0ED\nxAJq2LoV96srpk5FgG4mMnxg9eqrNVn27Ngl1K4NhqdzZ7A9Z8+CStyzB2klpa1C//5pmy/KojXX\nktLYWFQcuqvumz0bzu7edsQxMbhp9fpMSRJjo0cjcDx1St973cFuRwqtbl2c07RpYtmF/6CO0FAU\nVVSqhF338OHuKWwRSE2FsW2JEigIENkwmTE85+XLwyBY1LmkpECKULAgvi8R4vSkJJS2yw7uvANw\nh4Ox6dNxDSZN4rt5S05GZqJIEWN+SUYQFARmplkza5urx8ZC0lKvXnpWxVcEBIAkcE2DGcGJEyA2\njAZ+s2fDrFfrfRMWBpbcWwW+n5970Tpj6lkrxnDNzey1yNg/ILAqX74my5EDQVPduijL/OgjpOg2\nbkSlxIwZzjypzPxs3YqASIm2bdUd0Pv0wW5EDSkpKJnW4rR+/DjO00glzLZtOP9Fi/S/1xNOnkRe\nWt7hi2hj8R+cSEjAQ9ykCQL6776DRi4jpW4dDgTmlSqh6tWosa1ZuHMHk1/p0niuRV2rkycxFzRq\nJC6wO34cOqqWLY01ePcVgYFgG+rU4W8jcf483LRbtOA3j61fj3l54kRrA9hbt1BZ+/335qdzz53D\nuqS1W4gn3LmD4MVotWlAgLaUnhK9emGN9obOneFxpYakJMy3rveN3Y7fm20RlOEDqwoVEFgVKoRI\nvmNHRLvduyP6nDDBedGbNnWWjj55Ap2VsrR+9Wr1/OvNm3h43OWK5RtTi4Ha3LlYAIzsOK5dA73d\np4/5+fvbt5Fqyp8fwanIsvh/GxwOLIjff4/r37gxNBSiHdJdkZoKjULFikilb98uNuCLi0O/L9lR\nXpSDe2QkNnDFikFPKeKaPHnC2A8/4BzWreN/DikpYFcLFkQqlidLlZSEVFCRIggOeHz2hARc79Kl\nrd9Y7NmDzzZrlvmf7cgRrG1btvh+rOhobLaMNn1OTERgrKe9W1AQ2CpvTOGDB5hb3Tn779iBwgpX\nnD+P+c5sGAmsOBXQApky4cdux7/tdqJHj4hKlkQp/6uvorSfCGX2Fy7g7/nyEZUrR3T+vPNYzZvD\nniE6Ou0Y5coR1a5NtGqV+jnUqkX05ZdEP/7o/Xy7dEHZb9OmRDExuj4qVaxIdOYM0Y0bsFOIjNT3\nfk8oUwaltbdvE5Uvj/Nr3Bjlp4yZN85/AGJjidavJ+rcGaXEXbsSlS5NdPUqrnmHDkTPPSf6LIHk\nZJQoly8P24I//yQ6e5boww/F2ScsXIhn++ZNokuXiIYMga0K7/OYNw/PZdassHFo147vNWGMaMUK\nokqVMPcFBBB9+infczh7FnPg/v2YnwYM4Gdhcv48xvb3J7p8meiLL6z/7Nevw4onKoro4kWiN96w\nZhzGYNXz9ddE69bBqsPMz7ZzJ+6VVauIWrb07Vh2O1HbtrCV6NXL2DF+/pmoQoX09kaeMGAA7ENc\n7RFcMX067o2CBdX/f/16XAtXHDpE9N572s/HUuiNxHz5qVy5JsuZk7E8eUA/f/IJnLOXL0epp8zy\nMAbBb7Nmzqixb1/ol5Ro0UKdEt2923O37Lg46JV27fISqjIco3t3UOZGdtl2O1zhS5dWb7tjBpKS\nYGtQtSoqIn78kbHDhzN+X7yMCklCamTSJLS2yJ0b6b7p00GfZ0TExTE2ZQo0VE2bIiUpEpKEFEOV\nKhCZnj0r7lxOnmSsZk3sckU521+7hjmkenXz9Jd6EBuLNIycRuLJkiUloX9dkSL8qj4lCdVyhQqB\nVbFyzIQEVJLWqGFNq6E1a3DtzLpvevTAfGZ0fdi6FdWzejoh7NuHNddb1eHTp54rDGW7JTVrjGbN\nkO41G5TRU4FVqiCwyp4d6Yn330fLmp07MeklJTld10NC8FDIufDNm7HIKbF4sbqFgmy94KlNzN69\nKFXVkhK021Ft2KKF8RTG8uX4PGb7mCghSVg4hg3DQ16gAER+mzZlvFRVRkNcHNJlPXsiOC1eHOm+\nLVvwfxkVISHO1Err1r63s/AVkoTKurffxjO4ebO4FOT16/DlKV6cfzAhIzycsd69sVhMncp/s2O3\nQ+tZogR0KzwbJzOGzWuFCtDVmS3idofAQPSerVoVHnlWws8PldsdOpg/x0oS5DHFi5sn9xg5Evov\no330btzAXKPHX+3pU9jNaGmHNG6cZ3+rrVtByrgiKQk9iK3wB8zwgdVrr0FjlSkTbvrXXsMFP3wY\nuWPGkPeVjTzLlnXeUPHxqARUloTGxKT/nYxNm3AsT4aHgwb9X3vXHR5Ftb6/kQ6hpVJCSwiEJiV0\njBQpCtKkCCqgWMACXAH1KoLlqiBiFwHFLoqIV0BA6YpSQu+9JQRCEpKQnt3szvn98XJ+c3YyW7M7\nm+XO+zznmdnNZuo533nPVxGJ6EpSRJMJ0VR9+3o+0R46hPvVK6w4KQk29N690emGD0derIwM35+7\nLEOW8WxWrIB2r3t3aKV698bAPnSobDmgqyHL0Ejdfz98EZ55Rv8Qea1rWrcOQSnNm6Pskb80pufP\nY0ERGsrY3Ln+iaLNzoZPWXAwiJUvI9C0wMsTtWmDRaveWrJTp5AyJyYGwTx6jKfCQkSPBwfDuuHL\nPGAWC0hPaCgSIXv7/nJzEaDVsaN3tGCyjPmuZUvPnbuTk6Gp+uIL9877wAOo7eoMV65gAeJIlsXH\na0f9rV2Lv/kCZZ5YtW2LPFblykEtGBGBqJz16zHxZ2TgJXz9NW5o8mQkquN48EFEDYqYMAEdXA1Z\nxrE//ND+A7NYoD50JUqBMUwUEyZAUHnK+HNzGXv0UWSCX7xYv8nn+nVFw1e9OrSF77yDlcetnr4h\nPx950ObPh1anXj2suoYMgQDeujUwnkFaGiKaYmNBXt5/33sV3D2F1YqI3g4dYPZbvtx/+daSkuCY\nHhyMFAb+eDaFhXgv4eEgd/5IubF/P8Y31xLouUhIT1c0dAsW6FfLc8MGLMSHDvX9Mz9/HubtO+/0\njWvA6dPQKk2c6J0gD4sFZuD27T3X6GRk4JrUdXqdYfFikHtXtHkPPADyZw///APeoDVnTpyIcecL\nlHli1b49StpUrYqVdvnyeCCLFyOv1c6dmPw40Vm50jZR6G+/IWmYiF27wKK1tE48HNSRuS8rCwPy\nm2/s/0aE1QobdVxc6dSO+/bBXNKqlWu+Xt5EXh5jv/yC++jcGe8jNhYde8ECEA137OdlBVYrJtct\nWxDR+dRTmPCrVsV9Tp2K1c6FC2VbIyXCYoHP4MiR0M5OmFA2UjqYTNB+tmmDZ+zPJKgpKXi3tWsj\n4bDe5i7GIOy/+gruBYMH+86f0hHOnsXis04d/csTFRRAO8gTz+qlobt8GZaEJk0wP/gSYjTlggW+\nWUCsXg3rzZIl3hnjOTlIadS7t+cyPT8fmugZM9y7pgMHMP+6ksrjzz+RSNWRNWjwYO3cXWYzzuPN\nMjYiyjyxiouLY0SM1aoFrVVoKGPPP4/K8ePGwRdg0yYQDsbAkqtXV1Y9JhM6tVo12ru3ouVS41//\ngq+MIxw7hmvZu9fx7zhkGQK8VavS5cyQZfigxMQgbN8fwpgxdMzDhzExTJkCjVxQEBzuR42CwFy3\nDr9JTfVvFnGrFcJ02zbGPvsMgQHDhkFbUqUKQtjj40HY330XZN1fof2lQVISfOUaNgSJX7TI/9op\nxjAmeRLcvn2hbfYXybt0CZN4rVogVnr58IgoLgbBjIlBv/NHbb+kJMi4kBCYwvRwM+CwWCB7GzSA\nNlgvk7SY3HX2bN+XitqzB75U/ftDY+VtFBZiroqM9J7ZNjER7jaPPea55tBshnJj/Hj35P6NG/BV\ndSVZp9kM+e0oSeyxY7Bwab3nVau00y94C54Qq/J6RyHedhtRxYoItw4PJwoKIjp9GiHIp04RDR6M\nUFzGiIKDEaadkEAUH4//Gz6caMUKopkzlWPOmkX09NNIo6AOHX7lFYSFTp5M1KGD9jW1aoVQ7Pvu\nI9q7lygiwvE9SBKqeFevTnTnnQhdbtTI/WchSahGfs89RIsXE911Fz7/5z9Edeq4fzxPUaEC0e23\noz38ML6zWpH64sABtA8+IEpJQcvJIQoLwzXWrWu7rVMHz69iRbyL224ruVXv5+UhHDorS9mK++I2\nORnPPSYGrWlTpDvg+0FB+j03b8NsJlq7lmjpUvT5sWOJVq0iat/e31eGvvDhh0Q//IBw799/R3/x\nB06fJpo3j2j1aqLHH0dIvZ7jhQgh6z/8gLFarx7RkiVEvXrpmzrh2jXIoe+/R2qYM2cgM/XCpk0I\noa9alWj5cqLu3fU5799/Ez31FJ77rl0Y+75Cbi7Ryy9jzlmwALLG2+/48GGkF2jZEvveeIcJCZjP\nZswgevZZz65ZlokmTsT/Ll0KWe0KGCN67DGkABo71vnvP/0Uc4ZWCgWO+fOJpk4lqlKl5N++/hqp\ncMoU3GVipWlxcUpJmzp14DQ8fz5WeitXwj7OmFIzkDFohubMUdjj5s1YwYuQZUQK2GO8n3+Oczlb\nWc+ejWtxR4X+/vvQKngje3NmJtStwcFYeZbVSD6TCVqjPXsQpbFkCUqCPPkktEfdusHpskMHrPLa\ntIHTZGws/D6io6G6b9gQ7zo2Fu9n0CAU4506FT4yH34IbcBvv6H0wokTcAq+lWAywRT86KPQmt55\nJ+65LLx7WYZv2tChuLZZs7yf1dgdHDwIDWpoKPpbZqb+11BcDA1N06bQrG/bpv81ZGRALtauDbcJ\nves9HjoEzU1MDFwK9NJYJidDcxIZCVnv6/OuWQNNnK+iKa1WxQH+22+9dz8//YRjuluSTYQsM/bs\ns5DL7sqijz6CP5crloKUFOfZ2xMTMSdqmTJTU+Ei4ct5gQLBFBgUBDNCdDQcxxcswAR77BgcchmD\nTfiXX7C/aRNeLofFAlKmJjK//YZJXKtzWiwgY87KAFitOPfTTzv+nRpLl+Ke/vzTvf+zh/PnERES\nGQkhXlYK+BrwDgoL4Usxbhwmx27dYLYsK7UFzWao8Dt2BBFetMi/RG/HDpgj6taFvPBHoAH3oYqO\nRj4qfxCq7GyYh0NC4KSvlcvHl0hKgo9fRASCiPTy4crOhrtIcDBKefna1Hn1KnwaY2Lgb+oLJCa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sFHa9Qo+IUNGQI/MW8GOVy9CjnfqBFSCK1cWfos+levwueS+5VdvOj+MYqKMN+E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\noqL0IXrXr6Pv8ujVI0dg3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xUCJ7boaFyXN8ZodrZCINURoxcuYGHBkwOLLTq69M9BlkHs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\ntLetVUsxjYnkWCSh6s9qEmW1ah+bB3jY0xqWJ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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create a contour plot\n", "Nl = 22 # the number of contour levels to be plotted.\n", "clevel = np.zeros(Nl)\n", "for n in range(0,Nl):\n", " clevel[n]=0.02*1.3**n; # select the values of phi for which\n", " # equipotential lines will be plotted\n", "fig = plt.figure(figsize=(10,10))\n", "ax = fig.add_subplot(1,1,1)\n", "ax.contour(X,Y, phi_total,levels=clevel, colors='b', linewidths=1)\n", "ax.contour(X,Y,-phi_total,levels=clevel, colors='r', linewidths=1)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "a = 1\n", "b = 1\n", "a = 2\n", "b = 1\n" ] } ], "source": [ "a=1\n", "print('a = ',a)\n", "b=a\n", "print('b = ',b)\n", "a=a+1\n", "print('a = ',a)\n", "print('b = ',b)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "a = [0, 1]\n", "b = [0, 1]\n", "a = [0, 2]\n", "b = [0, 2]\n" ] } ], "source": [ "a =[0,1]\n", "print('a = ',a) \n", "b=a\n", "print('b = ',b)\n", "a[1] = 2\n", "print('a = ',a) \n", "print('b = ',b)\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "nx = 0\n", "nx = 1\n", "nx = 2\n" ] } ], "source": [ "for nx in range(0,3):\n", " print('nx = ',nx)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" } }, "nbformat": 4, "nbformat_minor": 2 }