{ "metadata": { "name": "", "signature": "sha256:6b48ddfed32d102e3a04253b5fd6b8c5feb3acf3121f0e960d076687c58877bd" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Chapter 14: Performance measurement and monitering" ] }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Figure 14.10, Page Number: 529" ] }, { "cell_type": "code", "collapsed": false, "input": [ "import math\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import scipy as sp\n", "from scipy import special\n", "\n", "%matplotlib inline\n", "\n", "#variable declaration\n", "sigma = 1 #pulse width\n", "\n", "#calculation\n", "fdB_optical = 0.187/sigma\n", "fdB_electrical = 0.133/sigma\n", "\n", "#result\n", "print \"F_dB Optical =\",fdB_optical\n", "print \"F_dB Electrical =\",fdB_electrical\n", "\n", "#plot\n", "t = arange(-3.0, 3.0, 0.1) \n", "p = (1/(sigma*sqrt(2*pi)))*exp((-t**2)/(2*(sigma**2))) \n", "plot(t,p)\n", "ylabel('Relative pulse amplitude P(t)')\n", "xlabel('Time t')\n", "title('Definations of pulse shape parameters')\n", "text(-0.7,0.25,'RMS pulse width')\n", "text(-1.0,0.20,'Full width half maximum')\n", "text(-0.5,0.15,'1/e width')" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "F_dB Optical = 0.187\n", "F_dB Electrical = 0.133\n" ] }, { "metadata": {}, "output_type": "pyout", "prompt_number": 6, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": "iVBORw0KGgoAAAANSUhEUgAAAYcAAAEZCAYAAAB8culNAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzsnXd4VNXWh99F6IIdURDFBtIJCNICQVCxIALXAjYQsQF2\nRSyfscsVroigchEEFQQbXhVFEAiCgrQgLYCIUYoVBOlCsr4/9kmc9EkykzOTrPd55slpe5/fOZk5\n6+y99l5LVBXDMAzDCKSM3wIMwzCMyMOMg2EYhpENMw6GYRhGNsw4GIZhGNkw42AYhmFkw4yDYRiG\nkQ0zDiUIEblNRH4Vkb9E5FgR2S0itcN0rk9F5Lpw1F0YRKStiHznXfNlIa57gog8Gco68zhXvIhs\nLo5zGUZelPVbgOEQkRTgBOAwkAqsBd4A/qtBTEYRkXLAcKClqq72NlcNkbYE4AxVzTAGqnpxKOoO\nIU8AI1X1pTDUrd7HiAJy+r4aBcdaDpGDApeq6pHAKcBzwGBgXJDlTwQqAsnhkRfxnIIzqOFCwlh3\niUZEouolVERi/NYQEaiqfSLgA/wAnJdlWwtcK6KBt14BGAb8CPwCvIIzCHWAPUAasBv4wjs+DTjd\nW54AjAY+Af4CFqXv8/a/CPwE7AKWAu287V2Ag8DfXt1J3vZEoJ+3LMAjQArwKzARONLbV9vTcb2n\n+3fgoYDztvTOt8u7puF53KP+wHfAduB/wEne9u+9+7TPu7ZyOZRNAR4E1gA7gPFABW9fH2B+luMD\n793rwJPe8vHePfzT0/ElIN6+GsD7wG/AJmBQHtdysaflL2ALcK+3PR7YDNzj3cttQJ+AcpcASd79\n+gl4LGBf+r3uD2z1yt4bsF+8e7AR+AOYChyTi754T9cQ73/2A9C7gDpu9P7nid72d4GfgZ3APKB+\nQJkJwMvAp7jv2QKgOjDC+38lA00Djs/xXpP79/Uo3IvWNu+6ngTKBPz/vwL+492XJ4AzPY07veuf\n4vczotifSX4LsI/3j8jBOHjbfwRu8ZZfAD4EjgaqAB8Bz3j7TvV+kGUCymY1Dn8A5wAxwFvA2wHH\nXgMcg2tN3uP9iMt7+x4D3siiay5wo7d8I+6hXRs4wvvRvuHtS39QjMEZt8bAAaCut38hcI23XBk4\nN5f7c573I20KlAdGAvPyu38B+1OAlUBN7zoX8M8Dvw/5G4cnvOVncUY5xvu09baXAZbhjGRZ4DSc\n0bogFz0/B5Q9Coj1luOBQ0CCV/9FwF7gKG9/B/55WWiEM6jdstzrSUAloCHu4dnJ238n8DXuwVoO\neBWYnIu+dB3DvGPb415A6hRAxwRPR6ARPsKr7wW8B3fA9/N3INb7nszGPfSvxRm1J4E5wdxrcv6+\nTvP+b5WAasA3wM0Bug4BA7y6KwJvA0O8/eWBNn4/I4r9meS3APt4/4jcjcNC3NubeD/OwLf91sAm\nbzn9B5mbcXgd579I33cRkJyHnh1AI285AXgzy/5A4zAbuDVgXx3cm1uZAF01AvZ/A1zpLc/z6j8+\nn/szDnguYP0I7xyn5HX/stzfm7Nc/0ZvuQ/BG4fHcQb6jCzHnwv8mGXbEGB8Lnp+BG7Ga2EFbI/H\ntYAC/4+/4nxJOdUzAvhPlu9AnYD9Q4HXvOXkwHsEnJT+f8qh3njcA7NSwLapwCMF0FE7j//H0d4x\nVQPu8ZiA/QOBNQHrjYA/g7nXWb+vuBbIAaBiwLZe/GNs+uRQ30TcC03NwvyeS8LHfA6Rz8m4B/Xx\nuDfrZSLyp4j8CXzmbQ+WXwOW9+NaHwCIyH0islZEdnp1H1WAuk/CPezS+Qn3Rlc9YNsvAcv7As7d\nD2dMkkVksYhcEsw5VHUvrlunZpAawXXXBGqsUYCy6T6H53HdMjNF5HsRGextPxWokf6/8e7hENwg\ng5zoietaShGRRBFpFbBvu6qmBaxn3C8ROVdE5orIbyKyE7gFOC7I6zwVmBagby1uAER1cuZPVd0f\nsP5jel0F1SEiZUTkORHZKCK7cMYaMn/HfgtYPpBlPfD7WtB7fSqutfJzwPGv4loQ2bR6PID7ny8W\nkdUi0jeXukssUeUoKm2ISAvcj3EB7kG4H9dP+3OIzxMH3I97q1zjbdvBPw9EzaeKbbi3xXROwT10\nfvWWc0VVNwK9vXP2BN4TkWOzPJSynUNEjsA9jLbmoy2QU7Isb/OW9+IMb3rdJ+ahdw9wH3CfiDQA\n5ojIEtxD+AdVrROMEFVdClzuOT8HAe+Qz73ymIzrUrtQVf8WkRfIbsRPAdYHLKffo5+Avqq6MBiN\nwDEiUllV93nrp+K65oLVEfi9uQa4DNfF9aOIHI176SmMo38zed/rtCzrm3F+iOOyGN3ctKKqv+Ja\ndohIW+ALEZmnqpsKoTcqsZZDZCEAInKkiFyK6/d8U1XXeF/qscAIEanmHVdTRC4oSN25UBX3MP9D\nRMqLyP8BRwbs/wWoLSK51fE2cLeI1BaRKsAzOAdebj/Ef0SJXJt+PTjnppL9x51+jr4i0kREKnjn\nWKSqP+V3jvRTAbd79+xY4GFgirfvW6CBV3dFXLdE1rLpei8VkTO9e/EXzhGeCiwGdovIAyJSSURi\nRKShiJyTwzWXE5FrROQoVU3FOU5Tg7yOKrg3+r9FpCXOsGY13o94GhrgukymettfBZ4RkVM8HdWC\nmBPyuKc3DueEfrcAOrLqPgjs8Az7M1n2F8RI5HevfyXg++q9TM0E/iMiVb1WzBki0j63E4jIFSJy\nsre6k9y/lyUWMw6Rxcci8hfuDW8Ibt5CYHN2MK5LY5HXNJ+F65JJJ+uPU7Ms57Z/hvfZgHPc7vc0\npJP+QNguIktz0D0eeBM3cmcTrhtkUB66ArkQWC0iu3FOyqtV9WDWg1R1NvAoztm9DeeEvDqPerNV\ngXvbnYlzXn4HPOXVvQE3QuUL3Bv3fHK/d2fi7vtunHN3tKrO8wzhpTiH+Sacc/W/ZDaygVwL/OD9\nH2/GvVkHni83bgee8L4nj/LPgz+QebjvyRfA86r6hbf9Rdwghple+YW40WK58QtuVNY23P/3Fu9e\nBaMj6zW8geuW2gqs9s6d1/cz1++rZ1Dzutc5fV+vxzmW1+JaLO/ihn/ndq5zcL+z3biRcXeoagql\niPQheOGpXKQLzlEVg3OKDc3luBa4L8tVqvp+QcoaRjCIyA+4obdz/NYSLsTNht8ElA2m1ZZPXfG4\nVmutoiszopGwtRy8vtRRuHHH9YFeIlIvl+OG4t5cC1TWMAzDCA/h7FZqiRsqmKKqh3D9u91yOG4Q\n8B6uaVjQsoZhZCaUXQHh61YwIp5wjlaqSebhYVtw45MzEJGauIf+ebjZwBpsWcMoCKp6mt8awo3X\nJx6S0A+qmkhwo6eMEko4Ww7BvHWMAB5U5/gQgh86aRiGYYSRcLYctgKBzqxauBZAIM2BKd6Is+OB\ni0TkUJBlEREzIoZhGIVAVfMePhyuqdc4w/M9buJSeWAFUC+P418HehSkrJNfcnnsscf8lhBWovn6\nUlNVx41TPfFE1QsuUH34YdUPPlD98UfVtDR3zGOPPaa//aY6Y4bq00+r9uihetxxqo89prpvn6/y\ni0w0/++CoaRfn/fszPMZHraWg6oeFpGBwOe4ftBxqposIrd4+8cUtGy4tBpGQVi8GAYNgpgYmD4d\nmjXL/dhq1eDCC90HYPNmuO8+qFcP/vMf6N4dcp1aaBg+EtbwGar6GS7+T+C2HI2CqvbNsp6trGH4\nyW+/wZAh8Nln8NxzcO21UKaAXrtatWDqVJgzB+64A155BUaOdMbCMCIJmyEdwcTHx/stIaxE0/XN\nnw8NG8LRR0NyMlx/ff6GIa/rO+88SEqCSy6B9u1hXLApnSKEaPrfFYaSfn3BENYZ0uFGRDSa9RvR\nwezZcPXVMHkynH9+6Ov/7jvo1AkGD4YBA0Jfv2FkRUTydUhbVFbDyINPP4U+feD9990bfjg46yyY\nN88ZiP37nU/CMPzGjINh5MK0aXDLLfDRR9CqVf7HF4XTToMvv3TdTQcOwCOPhPd8hpEfZhwMIwem\nTIG77oIZM/IejRRKTj7ZtSA6d3YtiKeespFMhn+YcTCMLEyaBPffD7NmQaNGxXvuk06CxES44AL4\n+294/vniPb9hpGMOacMIYPlyNydh3jyoX98/HX/+6bqyHn3UDZk1jFASjEPajINheOzcCc2bw7PP\nwpVX+q0GVq50TurERGjQwG81RknCjINhBIkq9OjhJqmNHOm3mn+YMAH+/W83K7tKFb/VGCUFMw6G\nESTDh8M777jJbuXL+60mM/36OQf1pEnmoDZCgxkHwwiCBQugZ0/3dn7qqX6ryc7+/c7/cOutcNtt\nfqsxSgJmHAwjH377zfkZXn3VhbKIVL77Dtq0cXGdzjnHbzVGtBOMcbDYSkapJTUVrrkGrrsusg0D\nuFnUr7ziHOV//um3GqM0YC0Ho9QyciS8+y7MnQtlo2TGz8CBsHs3TJzotxIjmrFuJcPIha1boUkT\n5284+2y/1QTP7t1uWOsbb4AFDjUKi3UrGUYu3H23c+5Gk2EAqFoVXnzRaf/7b7/VGCUZMw5GqeOz\nz2DZMnjoIb+VFI7LL4czz4Rhw/xWYpRkrFvJKFXs3++S9oweDV26+K2m8KSkuFFLixfD6af7rcaI\nNqxbyTCy8PTT7qEazYYBoHZtFxxwwAA3u9swQk1YjYOIdBGRdSLynYgMzmF/NxH5VkSSRGSJiLQN\n2JciIiu9fYvDqdMoHSQnw5gx8MILfisJDffcA5s3u0REhhFqwtatJCIxwHqgM7AVWAL0UtXkgGOO\nUNW93nIj4B1Vreet/wA0V9UdeZzDupWMoFCFjh3dTOhBg/xWEzrmz4devWDtWjjySL/VGNGC391K\nLYGNqpqiqoeAKUC3wAPSDYNHFSAtSx0WScYICW++CXv2wO23+60ktMTFuRDj//d/fisxShrhNA41\ngc0B61u8bZkQkctFJBn4BLgxYJcCX4jIUhHpH0adRglnzx4YPNjNMI6J8VtN6Bk6FCZPdt1mhhEq\nwmkcgurvUdUPva6ky4GnAna1VdVY4CJggIjEhUGjUQp48UU3YaxFC7+VhIfjj3fOacs7bYSScAYN\n2ArUClivhWs95IiqzheR00XkWFXdoao/e9t/F5FpuG6q+VnLJSQkZCzHx8cTb9NGjQC2b3cO6EWL\n/FYSXgYOdEZw8WJo2dJvNUakkZiYSGJiYoHKhNMhXRbnkO4EbAMWk90hfQawSVVVRJoB/1PVWiJS\nGYhR1d0icgQwE3hcVWdmOYc5pI08uf9+1630yit+Kwk/Y8fC22/D7NmW98HIG99jK4nIRcAIIAYY\np6rPisgtAKo6RkQeAK4HDgH7gftU9WsROR34wKumLDBJVZ/NoX4zDkaubNni4ietWgU1avitJvwc\nPuziLo0aBeef77caI5Lx3TiEGzMORl707w/HHQfPPee3kuLjnXdcWtElS6z1YOSO30NZDcM31q+H\nDz90o5RKE//6l5vTYRPjjKJiLQejRHLlldCsGTz4oN9Kip+ZM91EvzVroidPhVG8WMvBKJUsXQpf\nfQV33OG3En84/3yoWRMmTPBbiRHNWMvBKHFccAH06AG33uq3Ev/45hvXxbRhA1Sq5LcaI9KwloNR\n6pg7FzZtgn79/FbiL+ee6yb9jR7ttxIjWrGWg1GiOO88uOEG9yntrFrlWlGbNlnrwciMtRyMUsXC\nhe5B2Lu330oig0aNXOvh9df9VmJEI9ZyMEoMl13mkviUtMirRWHRIrj6avjuOyhXzm81RqRgLQej\n1LBypZv41bev30oii1atXBrRt9/2W4kRbeTZchCRWsDVQBxQAxfiYjUuvPZnqpo1/0KxYi0HI53e\nvaFpU3jgAb+VRB6zZ7vAfGvWQBl7HTQoYvgMEXkdOBn4GFgK/A5UBOoAHYHmwGBV/TKUoguCGQcD\nYONG94a8aZNlQ8sJVXd/Bg92Q3wNo6jGoaGqrs6j8gpALVXdWDSZhceMgwFw881w4onwxBN+K4lc\n/vc/ePJJi7lkOIrkc0g3DCJyZw4V36mqB/00DIYBsHUrvPde6Z0NHSxdu8KBAzBrlt9KjGghmB7I\nPjlsM7efEREMHw59+rhsaEbulCkDQ4bAM8/4rcSIFvLqVuoF9MY5owMzsFUFUlW1U/jl5Y11K5Vu\n/vgD6tRxk71qZstObmTl8GF3v958E9q29VuN4SfBdCvlFbPxa+BnoBowDEiv6C9gZUgUGkYRePFF\nuOIKMwzBUrasc0o/8wxMn+63GiPSyavlkO9ruYiU8XM4q7UcSi979kDt2i7A3Bln+K0mejh40M17\n+OwzaNzYbzWGXxR1EtxcERkkIqdkqbS8iHQSkTcAi2Bj+MLrr0N8vBmGglKhgpvz8MILfisxIp28\nWg6VgBtxfofTgZ24eQ4xwExgtKomFZPOHLGWQ+kkNfWfvvM2bfxWE33s2OGManKyGwJslD6KOpR1\nv6qOVtW2wKlAJ6CZqp6iqjcFYxhEpIuIrBOR70QkW8JGEekmIt+KSJKILBGRtsGWNUovH3/sRie1\nbu23kujk2GOhVy94+WW/lRiRTH4th1uBM3EO6HGqejjoikVigPVAZ2ArsAToparJAcccoap7veVG\nwDuqWi+Ysl4ZazmUQtq3hwED4Kqr/FYSvaxfD3Fx8OOPFs67NFJUn8NEXIiMVcDFwPACnr8lsFFV\nU1T1EDAF6BZ4QLph8KgCpAVb1iidLFsGKSnQs6ffSqKbunVdQqC33vJbiRGp5GUc6qnqtar6KtAT\naF/AumsCmwPWt3jbMiEil4tIMi6Y340FKWuUPl54wc2GLpvXIGwjKO6+291Pa3wbOZHXTyyjC0lV\nD0vBA7IE9ZVT1Q+BD0UkDngKOL8gJ0lISMhYjo+PJz4+viDFjShi61b49FMYNcpvJSWDjh2hfHn4\n/HOXB8MouSQmJpKYmFigMnn5HFKBfQGbKuFCdgOoquYZ/1JEWgEJqtrFWx8CpKnq0DzKfA+0wEV+\nzbes+RxKF0OGwL59bvKbERomToTJk52BMEoPRYrKGoKTl8U5lTsB24DFZHdInwFsUlUVkWbA/1S1\nVjBlvfJmHEoJe/fCqafapLdQc/Cgm0w4axY0bOi3GqO48DUTnDeyaSDwObAWmKqqySJyi4jc4h3W\nE1glIknAKOCqvMqGS6sR+Uyc6EYpmWEILRUquJFfI0b4rcSINCyHtBHxpKXB2WfDuHFu+KURWv74\nA846yw1vPeEEv9UYxYHlkDZKBNOnw1FHQbt2fispmRx/PFx5pU2KMzITVMtBRGoDZ6rqFyJSGSir\nqn+FWVu+WMuhdNC5M/TtC9dc47eSksvatXDeeW5SXIUKfqsxwk1IWg4icjPwLjDG23QyMK3o8gwj\nf5KTYfVqF5rbCB/16zuH9Pvv+63EiBSC6VYaALTD5XFAVTcA1jNpFAujRrkc0eXL+62k5DNwILz0\nkt8qjEghGONwUFUPpq94w0ytL8cIO7t2wdtvw623+q2kdNC1K2zbBkuX+q3EiASCMQ7zRORhoLKI\nnI/rYvo4vLIMww1fPf98qFHDbyWlg5gYuP12m4FuOPJ1SHsRUvsBF3ibPgdeiwRPsDmkSy5paVCv\nnhu+aqOUio/t2+HMM2HDBqhWzW81RrjwdYZ0cWDGoeTy+ecu33FSEhQ8rJdRFG680c17GDLEbyVG\nuCiScRCRVXmUU1X1PQOtGYeSS9eu0K0b3HST30pKH8uXw+WXw6ZNFv22pBKMccjrX9/V+3u79/dN\nQAAbbW6ElU2bYOFCmDrVbyWlk2bNoFYtl3Gve3e/1Rh+EYzPYYWqNs2yLUlVY8OqLAis5VAyue8+\n15X0/PN+Kym9vP02jB0Lc+b4rcQIB6EKnyEi0i5gpS2uBWEYIWffPpgwwY2aMfyjZ09Ytw7WrPFb\nieEXwRiHG4GXReRHEfkReJl/MrYZRkiZNAnatIHTTvNbSemmfHk3+dCGtZZegh6tJCJHAajqrrAq\nKgDWrVSyUIWmTWHYMDe/wfCXn392YTV++AGOPtpvNUYoKapDOr2Sx3AzogXQ9HShqvpEKEQaRjoL\nFsCBA9Cpk99KDICTTnLpQydOhDvv9FuNUdwE06201/vsAdKAi4HaYdRklFJeftn5GspYIPmIYcAA\n93+xBnrpI9+foaoOU9Xh3ucpoANg+biMkPLLLzBjBtxwQ8HLxsTEEBsbS6NGjbjsssvYtcv1fKak\npFCmTBkeffTRjGP/+OMPypUrx6BBgwBYv3498fHxxMbGUr9+fW655ZYcz1FQEhISGD58eEjqyou2\nbdvmuL1Pnz6874VYHTFiBPv378/YV6VKlQLU70J426il0kdh3tGOAGqGWohRuhk3zoXlLkzfduXK\nlUlKSmLVqlUce+yxjB49OmPfaaedxqeffpqx/u6779KwYUPSu0fvuOMO7r33XpKSkli7dm2G0Sgq\nUkzTur/66qtcz5+u4cUXX2Tfvn2F0ibiWnOWCKj0EUw+h1UBnzXAeuDF8EszSguHD8OYMaEZvtq6\ndWu2bt2asV65cmXq1avHsmXLAHjnnXe48sorSR/I8Msvv1Cz5j/vOg0bNsxWZ2JiIu3bt+fSSy/l\n7LPP5rbbbssoH/gW/t5779G3b99s5UeOHEmDBg1o0qQJvXr1AmDv3r3ceOONnHvuuTRr1oyPPvoo\nW7mBAwfy8ccuxmX37t3p168fAOPHj+eRRx7JdH5VZeDAgZx99tmcf/75/Pbbb6gqL730Etu2baNj\nx450CnDmPPLIIzRt2pTWrVvz22+/5XlPr7kG5s6FLVvyPMwoYQTTcrgUN1u6K3AhUENVg4r6LiJd\nRGSdiHwnIoNz2H+NiHwrIitF5CsRaRywL8XbniQii4O8HiMKmT4dTj7ZjVQqCqmpqcyePZtu3bpl\n2n711VczZcoUtmzZQkxMDDUCwrzefffdnHfeeVx88cWMGDEio0sqK0uWLGHUqFGsXbuW77//ng8+\n+ADI/Bae9Y08fX3o0KGsWLGCb7/9ljFjXM6sp59+mk6dOvHNN98wZ84c7r///kxv9wBxcXHMnz8f\ngK1bt5KcnAzA/Pnz6dChQ6ZzTJs2jQ0bNpCcnMwbb7zB119/jYgwaNAgatSoQWJiIrNnzwacYWrd\nujUrVqygffv2jB07Ns/7WrUq9O4N//1vnocZJYxgjMNTqprifbao6iEReTO/Ql4011FAF6A+0EtE\n6mU5bBPQ3ovT9CQQ+PVTIF5VY1W1ZVBXY0Ql6Y7owrJ//35iY2M56aST+PXXX+ncuXOm/RdeeCGz\nZs1iypQpXHXVVZn29enTh+TkZK644goSExNp1aoVf//9d7ZztGzZktq1a1OmTBl69erFggULgtbX\nuHFjevfuzaRJk4iJiQFg5syZPPfcc8TGxtKxY0cOHjzI5s2bM5VLNw7Jyck0aNCA6tWr88svv7Bo\n0SLatGmT6dgvv/yS3r17IyKcdNJJnHfeebnqKV++PJdccgkAzZs3JyUlJd9ruO02N2M6h1tjlFCC\nMQ6Z2tlesp/mQZRrCWz0jMohYAqQ6ZVOVRcGzJv4BpeCNNPpgjiPEcV89x2sWAH/+lfh66hUqRJJ\nSUn8+OOPqGomnwNAuXLlaN68Of/5z3+44ooryDo35qSTTqJv3758+OGHlC1bljU5TAsObBWoKmW8\nIVWB2wOdvunHAUyfPp0BAwawfPlyWrRoQWpqKgAffPABSUlJJCUlkZKSQt26dTOVr1GjBjt37mTG\njBm0b9+edu3aMXXqVKpUqcIRRxyRTV+wc37KlSuXsVymTBkOHz6cb5kGDaBuXfjww6BOYZQAcjUO\nIvKQiOwGGonI7vQP8BuQvYM0OzWBwFehLeTtyO4HfBqwrsAXIrJURPoHcT4jCnn1VRciumLFotdV\nqVIlRo4cyfDhwzMewOnce++9DB06lKOzeLxnzJjBoUOHAOd/2L59eyYfRDqLFy8mJSWFtLQ0pk6d\nSjsvyUT16tVZt24daWlpTJv2T2r19Ae1qvLTTz8RHx/Pc889x65du9izZw8XXnghI0eOzDg+KSkp\nx2tq1aoVI0aMoEOHDsTFxTFs2DDat2+f7bj27dszdepU0tLS+Pnnn5k7d27GvqpVq/LXX3/lee+C\nIX1Yq1E6yHUSnKo+AzwjIs+p6oOFqDvokdEi0hEXkiNwXF5bVf1ZRKoBs0RknarOz1o2ISEhYzk+\nPp74+PhCSDX8YN8+N8GqqGkpA9/emzZtSuPGjZkyZQrt2rXL2Fe/fn3q16+fcXz69lmzZnHXXXdR\n0bNOw4YN44QTTshWf4sWLRg4cCAbN27kvPPOo7sXrvS5557j0ksvpVq1apxzzjns3bs30zlSU1O5\n7rrr2LVrF6rKnXfeyVFHHcWjjz7KXXfdRePGjUlLS+P000/P0SkdFxfHrFmzOP3006lVqxZ//vkn\ncXFx2a69e/fuzJkzh/r163PKKadk6na6+eab6dKlCzVr1mT27NnZ/CTBjl66/HI3GW7NGteSMKKH\nxMREEhMTC1Qmr3wOZ6vqOhFpTg4PelVdnmfFIq2ABFXt4q0PAdJUdWiW4xoDHwBdVHVjLnU9BuxR\n1eFZtlv4jChm/HiYNs2Fho5kEhMTGT58eMbIodLMY4+5bHEWcym6KWr4jHuB/sBwcm4FdMzn/EuB\ns0SkNrANuArolUXgKTjDcG2gYRCRykCMqu4WkSNwKUofz+d8RhShCqNHw1NP+a0kfwrydl3S6d8f\nGjeGZ591o5iMkktY04SKyEXACCAGGKeqz4rILQCqOkZEXgO6Az95RQ6paksROR1nNMAZsEmq+mwO\n9VvLIUpZvBiuvho2brRwGdFGz57QubMbwWREJ0VNE9qTPPwGqvpBbvuKCzMO0UufPi7i5wMP+K3E\nKCizZ8Ndd8HKlZbfO1opqnGYQN7GIftU0GLGjEN0sn07nHmmG8Z6/PF+qzEKiirUq+fmPQT4xo0o\nokg+B1XtE3JFhgG8/jp062aGIVoJjLdkxqHkEkwO6eOBx4B2uJbEfOAJVd0efnl5Yy2H6CMtDc46\ny+UobmmKo5rRAAAgAElEQVTz3qOWnTtdtr7kZDjxRL/VGAUlVDmkp+AmvvUA/gX8DkwtujyjNPL5\n53DMMdCihd9KjKJw9NEuiu64cX4rMcJFMC2H1aqaNYTGKlVtFFZlQWAth+ija1fo3t3NijaimxUr\n3P/zhx+gbL45JY1IIlQth5ki0ktEynifq4CZoZFolCZSUmDhQjeE1Yh+mjaFWrXgk0/8VmKEg2Ba\nDnuAyrgUoeAMyl5vWVX1yPDJyxtrOUQXQ4a4qJ7FkCDNKCYmTXIhUGba62JUUaShrNGAGYfo4cAB\nOPVUWLDAOaSNksHBg3DKKTB/PtSp47caI1hC1a2EiDQWkctEpEf6JzQSjdLCe++5bggzDCWLChWc\n/+jVV/1WYoSaYLqVXgcaAWv4p2vJJsEZBaJNGxg82M1vMEoWKSlwzjnw009QubLfaoxgCEm3kois\nBRpE4lPYjEN0kJTkjMKmTTaqpaRio9Cii1B1Ky3Cpfk0jELxyitwyy1mGEoyt9/uouzau1rJIZiW\nQwdc5rdfgYPeZvXyPvuKtRwin/SZtOvWQfXqfqsxwkX6zPfJk+Hcc/1WY+RHUfM5pDMeuA5YTYDP\nwTCCYcIEuOgiMwwlnTJlXAjv0aPNOJQUgmk5LFTV1sWkp0BYyyGySUtzSeknTnQOaaNks2MHnHEG\nrF8PWTKtGhFGqHwOSSIy2Zsl3dP72FBWI19mznTZwlpH5KuFEWqOPdYlAnrtNb+VGKEgGONQGedr\nuAC41Pt0Dacoo2QwahQMGpR3QpiYmBhiY2MzPj/99FOux06YMIFBgwYBkJCQwPBCTLX++OOPGTp0\naI77qlSpAsCPP/7I22+/neN586J27drs2LEjaC2JiYl07ep+SgcPHqRz587Exsby7rvvBl1HUWjb\ntm3I6xw40A1AOHw45FUbxUy+PgfL62AUhu+/h2++gfyec5UrVyYpKSmoOgPzOBc2p3PXrl0zHsi5\n1f/DDz8wefJkevXqVaBzeU31QulKSkpCRIK+F6Hgq6++CnmdTZtC7drw0UfQw/oXopp8Ww4iUklE\nBorIyyLyuoiMF5HxxSHOiF5eftmNea9UqeBlA9/Aly5dSseOHQHyffCmpqZy+umnA7Bz505iYmJY\nsGABAO3bt2fjxo2ZWgE//PADrVu3pnHjxjzyyCMZ9Tz44IPMnz+f2NhYRowYAcC2bdu46KKLqFOn\nDoMHD85Vw0svvUTz5s1p3Lgx69evB2Dx4sW0adOGZs2a0bZtWzZs2JCpzO+//861117LkiVLiI2N\nZdOmTZn2x8fHc88999CiRQvq16/P0qVL6dGjB3Xq1OHRRx/NOK579+6cc845NGzYkLFjxwKuFVSn\nTh22b99OWloacXFxfPHFF8A/LaXExEQ6dOjA5ZdfzhlnnMGQIUOYNGkS5557Lo0bN87Q06dPH95/\n//2M8+VW/rjjhvDII9nLG9FFMN1KbwLVgS5AIlAL2BNM5SLSRUTWich3IpLtFyUi14jItyKyUkS+\nEpHGwZY1Ipe9e50TOpgE9Pv378/oUurZsydQ+FZBTEwMdevWZe3atSxYsIDmzZvz5ZdfcvDgQbZs\n2cKZZ56Z6fg777yTAQMGsHLlSmrUqJGxfejQocTFxZGUlMRdd92FqrJixQreeecdVq1axdSpU9m6\ndWuOGqpVq8ayZcu47bbbGDZsGAD16tVj/vz5LF++nMcff5yHHnooW5lx48ZlnDPdwKUjIlSoUIEl\nS5Zw66230q1bN1555RVWr17NhAkT+PPPPwEYP348S5cuZcmSJYwcOZI///yTU089lcGDB3Pbbbcx\nfPhwGjZsSOfOnbPd55UrVzJmzBiSk5N588032bhxI9988w033XQTL730Urbj8yq/dOmbbN68kXHj\nMpc3ootgjMOZqvoosEdVJwIXA/kOVhORGGAUzqjUB3qJSL0sh20C2ntzJp4E/luAskaEMnkytG3r\nuhfyo1KlSiQlJZGUlJTprbSwxMXF8eWXXzJ//nyGDBnCggULWLp0KS1yyC709ddfZ3QdXXvttRnb\ns7ZQRIROnTpRtWpVKlSoQP369UlJScnx/D28vpRmzZplHLNz507+9a9/0ahRI+655x7WrFmTrVx+\nraLLLrsMgIYNG9KgQQOqV69O+fLlOf3009m8eTMAL774Ik2bNqV169Zs2bIlo4XSr18/du3axZgx\nYzIMVlZatGiRUecZZ5zBBRdckHG+3K41r/JXXXUBo0cHX96IPIIxDn97f3eJSCPgaKBaEOVaAhtV\nNUVVD+EyymWKrKOqC1V1l7f6DXBysGWNyETVOaIHDix8HWXLliUtzU2pOXDgQIHKtm/fni+//JLF\nixdz8cUXs3PnThITE2nfvn3hBQEVKlTIWI6JiSE1NTXP42JiYjjseWUfffRROnXqxKpVq/j4448L\nfE2B9ZYpUyaTljJlynD48GESExOZPXs2ixYtYsWKFTRt2pSDB92c1X379rFlyxZEhN27d+d7fYHn\nSK8fMv9f0tLS+Pvvv3Mtf8UVFZgyBfbt+6e8EV0EYxzGisixwCO4mdJrgX8HUa4msDlgfYu3LTf6\nAZ8WsqwRISxY4MI4ez0XhaJ27dosXboUINfWRG5v2i1btuTrr78mJiaGChUq0KRJE8aMGZOjcWjb\nti1TpkwBYNKkSRnbq1atmukhmtO5CuJ4/uuvvzK6rV5//fWgywWLqvLXX39xzDHHULFiRdatW8ei\nRYsy9g8ePJjrrruOxx9/nP79+xf6PLVr12bZsmUAfPTRRxw6dCjXY6tVc5MfZ8wo9OkMnwlmtNJY\nb3EecFoB6g761yMiHYEbgfSxdUGXTUhIyFiOj48nPj4+2KJGGEhvNQTrNsjJv/DYY4/Rr18/jjzy\nSOLj4zOOEZEclwMpX748p5xyCq1atQJcS2Lq1Kk0atQoW7kXX3yR3r17M3ToULp165axvUmTJsTE\nxNC0aVP69OnDMccck2d/e07bAs/zwAMPcMMNN/DUU09xySWX5DjqKrfryekcOWnp0qULr776KvXr\n16du3bq09iaXzJs3j2XLljFy5EhEhPfff5+JEydyww03BDX6K/B8/fv3p1u3bjRt2pQuXbpkOKRz\nKz9wIFx5pRAbWzgfkhE6EhMTSUxMLFCZsCX7EZFWQIKqdvHWhwBpqjo0y3GNgQ+ALqq6sYBlbYZ0\nBLF1KzRq5EI4H+lbfkAjUlCF5s3hmWegSxe/1RiBhCzZTyFZCpwlIrVFpDxwFa5bKlDgKTjDcG26\nYQi2rBF5jBkDvXubYTAcIq71MGqU30qMwhDWNKEichEwAogBxqnqsyJyC4CqjhGR14DuQPq02EOq\n2jK3sjnUby2HCOHgQZcGdO5cqGfjygyP/ftdGtGFCyHLSGLDR0KV7OcI4B7gFFXtLyJnAXVV9ZPQ\nSS0cZhwih4kT4e23zQFpZOehh9zclxdf9FuJkU6ojMM7wDLgelVt4BmLr1W1SeikFg4zDpGBKjRr\nBs8+a33LRna2bIHGjeGHH+Coo/xWY0DofA5neI7gvwFUdW8oxBklhy+/hAMHwJs3ZRiZOPlk99Iw\nbpzfSoyCEIxxOCgiGRFyROQM/skIZxi88ALceadL+GIYOXHXXTBypEVrjSaC+TknADOAk0VkMjAH\nsFhHBuCir371FVx3nd9KjEimZUuoUcNFazWig6BGK4nI8UArb3WRqv4RVlVBYj4H/7nrLhd59dls\nY8kMIzPvvgsvveS6IQ1/CZVDuh2wQlX3iMh1QCzwoqr+GDqphcOMg7/89ZcLrrdypetXNoy8OHwY\nTj8dpk1zk+MM/wiVQ/oVYJ+INMENaf0eeCME+owoZ/x4uPBCMwxGcJQt6zIDeikyjAgnmJZDkqrG\nishjwFZVfU1Elqtqs+KRmKc2azn4RGoqnHWWm9twbr4B3A3D8eefrvWwZo3zQRj+EKqWw24ReQi4\nFvjEy7VQLhQCjejl44+henUzDEbBOOYYF2LllVf8VmLkRzAth5OA3sBiVZ3vxUPq6CX+8RVrOfhH\nfLzL9HbVVX4rMaKN9eshLg5+/LFwaWSNohMSh3QkY8bBH5KSoFs3N4y1nLUhjUJwySXQvTvcdJPf\nSkonRTIOIrKH3PMqqKr6HnvTjIM/XHutC4fwwAN+KzGildmznXN69WqbPOkH1nIwQk5KihuGuGmT\nxckxCo8qnHMOJCRA165+qyl9hGqewyk5bVfVn3LaXpyYcSh+7rwTKlaEoUPzP9Yw8mLqVDcpbsEC\nv5WUPkJlHFbzT/dSRVyq0PWq2iAkKouAGYfiZft2N3x19WobhmgUncOHoU4dePNNaNs2/+ON0BGS\noayq2lBVG3mfs4CWwKL8yhklj9GjnRPRDIMRCsqWhXvvheef91uJkRMFdgWp6nLARreXMvbtc8bh\n/vv9VlI0brzxRqpXr06jRo2y7Vu0aBE333xzyM51ySWX8Ndff2XbnpCQwPDhwwGYMGECP//8c8a+\n2rVrs2PHjpBpiHT69nVZ4pKT/VZiZCVf4yAi9wZ87heRt4GtxaDNiCAmTIDWreHss/1WUjT69u3L\njFzS1X322WdcdNFFITvX9OnTOTKHhNoigohr0U+YMIFt27Zl2leaukorV4YBA2DYML+VGFkJpuVQ\nFajifcoDnwDdwinKiCwOH3Y/3pIwdDUuLo5jjjkmx31z5syhc+fOpKamcv/999OyZUuaNGnCf//7\n32zHPv/887z00ksA3H333XTq1CmjjmuvvRbI3Ap4+umnqVu3LnFxcaxfvx5V5f3332fZsmVcc801\nNGvWjAMHDgDw0ksv0bx5cxo3bsz69etDfg8ijQEDXDC+ABtpRADB+BwSVPVxYATwkqpOUtUDwVQu\nIl1EZJ2IfCci2XJAiMjZIrJQRA6IyL1Z9qWIyEoRSRKRxcFekBF63n8fataENm38VhI+/vjjD8qV\nK0fVqlUZN24cRx99NIsXL2bx4sWMHTuWlJSUTMe3b9+e+fPnA7B06VL27t3L4cOHmT9/Ph06dADI\naB0sW7aMqVOn8u233/Lpp5+yZMkSRISePXtyzjnnMHnyZJYvX07FihUBqFatGsuWLeO2225jWCl4\npT7uOJcPxHJMRxbBdCu1EJFVwEpglYh8KyLnBFEuBhgFdAHqA71EpF6Ww7YDg4CcfgEKxKtqrKq2\nzO98RnhQdcNWS0KrIS9mzpzJhRdemLH8xhtvEBsbS6tWrdixYwcbN27MdHyzZs1YtmwZu3fvpmLF\nirRu3ZqlS5eyYMEC4uLiMo5TVebPn0+PHj2oWLEiVatW5bLLLstUV9ZupB49emScI6tRKqncfTe8\n9hrs2uW3EiOdYLqVxgO3q+qpqnoqMMDblh8tgY2qmqKqh4ApZOmOUtXfVXUpcCiXOvIcamWEn9mz\n4eBBF+6gJDNjxgy6dOmSsT5q1CiSkpJISkri+++/p3PnzpmOL1euHKeddhoTJkygTZs2tGvXjjlz\n5rBx40bOzuKYyepHyGoM0lsY6VSoUAGAmJgYDpeSvJq1a7s802PG+K3ESCcY43BYVeenr6jqAiCY\nb2xNYHPA+hZvW7Ao8IWILBWR/gUoZ4SQf//bjVAqySEOVJWVK1fSpEkTAC688EJefvnljAfzhg0b\n2LdvX7ZycXFxDBs2jA4dOhAXF8err75Ks2aZI9mLCO3bt+fDDz/kwIED7N69m08++SRjf9WqVXMc\n0VQaeeAB17V00DLURwRlgzhmnoiMAd721q/ytjWDjKGtOVHUIRdtVfVnEakGzBKRdYFGKp2EhISM\n5fj4eOLj44t4WiOdJUvcEMPevf1WEjp69erFvHnz+OOPP6hVqxZPPPEEjRo1IjY2NuOYm266iZSU\nFJo1a4aqcsIJJzBt2rRsdcXFxfHMM8/QunVrKlWqRKVKlTJ1KaW3CGJjY7nqqqto0qQJJ5xwAi1b\n/tNL2qdPH2699VYqV67M119/nan+wFFNpYEmTVzMrgkT4JZb/FZTskhMTCQxMbFAZYKZIZ1IHg96\nVe2YS7lWQIKqdvHWhwBpqpot8IKXSGiPqg7Ppa4c99sM6fDStatr6g8Y4LeS8PL0009z1llnceWV\nV/otpdSzcCH06gUbNkD58n6rKbn4GnhPRMoC64FOwDZgMdBLVbNNdxGRBGB3+sNfRCoDMaq6W0SO\nAGYCj6vqzCzlzDiEiWXLXFjujRtdLCXDKC7OP9/lCbFw3uHD96isInIRbghsDDBOVZ8VkVsAVHWM\niJwILAGOBNKA3biRTScAH3jVlAUmqeqzOdRvxiFMXH45nHce3HGH30qM0saCBXD99S4pkOULCQ++\nG4dwY8YhPKxYARdf7JL5WKYuww86dXJ5Q/r29VtJycSMg1EoevRwaRzvvttvJUZpZd486NcP1q1z\nAfqM0BKSqKwicoSIPCoiY731s0Tk0lCJNCKLlSudU9BGixh+0qEDnHwyTJrkt5LSSzCj118H/gbS\ngydsA54OmyLDV558Eu67zwVEMww/eewxePppF9vLKH6CMQ5neMNP/wZQ1b3hlWT4xerVMH8+3Hqr\n30oMA+LjoXp1mDLFbyWlk2CMw0ERyXBLisgZgM1hLIE89RTccw8ccYTfSgwDRFzr4amnIDXVbzWl\nj2CMQwIwAzhZRCYDc4BsEVaN6CY5GebOhdtv91uJYfxDp04uaus77/itpPQR1GglETkeaOWtfqOq\nv4dVVZDYaKXQcfXV0LQpPPig30oMIzMzZ7r5NqtX28ilUBGq0UofAxcAc1X1k0gxDEboWLbM+RoG\nDfJbiWFk5/zz4aSTXMwlo/gIJrZSPC7Y3sW42cxTgE+CTfgTTqzlEBrOPx969jRHtBG5fPON+45u\n2GAj6UJBSCfBebGSOgL9gS6qmj05bjFjxqHozJrlAuutWWOhCozI5l//ghYtYLB5PItMyIyDN1rp\nMuBKoBmu5eB7J4QZh6KRluZ+bEOGuB+eYUQy69dDu3bu77HH+q0mugmVz+EdYB1wHi7t55mRYBiM\novPOOxAT45rrhhHp1K3rQrs895zfSkoHwfgcLgS+UNWIG2lsLYfC8/ffUK+ey9vbMceMHIYReWzb\nBo0aueCQtWr5rSZ6KVK3koh0UtXZItKTzMl+BFBV/SDHgsWIGYfCM3o0fPIJfPaZ30oMo2A8/DD8\n/DOMDyaTvZEjRTUOj6vqYyIygRwywamq78F0zTgUjt27oU4dZxiaNvVbjWEUjF274Kyz3KTNBg38\nVhOdhMQhLSKnq+qm/Lb5gRmHwvH44/Ddd/DWW34rMYzC8Z//uLDe//uf30qik1AZh+Wq2izLtmWq\n2jwEGouEGYeC8+uvUL8+LF0Kp53mtxrDKBwHDjgH9VtvudwjRsEIxjjkOhldROrhUnYeLSI98HwN\nuJSellU4ShkyxGXXMsNgRDMVK8Kzz8Kdd8KSJW7UnRFa8vI5dAO6A12BjwJ27QamqOrX4ZeXN9Zy\nKBiLFrlhq8nJcKTvUxgNo2iouqRAvXvb7P6CEqpupTaFNQQi0gUYAcQAr3l5IQL3n41LJhQLPKyq\nw4Mt6x1jxiFIUlPh3HPdm9Z11/mtxjBCw7ffwgUXwNq1LnqrERyhMg6VgH64LqZKeCOXVPXGfMrF\nAOuBzsBWXFymXqqaHHBMNeBU4HLgz3TjEExZ7zgzDkEydixMnOgC7EmeXwnDiC4GDXLZ4l55xW8l\n0UNIZkgDbwLVgS5AIlAL2BNEuZbARlVNUdVDuIB93QIPUNXfVXUpcKigZY3g2bEDHnkERo0yw2CU\nPJ54AqZNg+XL/VZSsgjGOJypqo8Ce1R1Ii4667lBlKsJbA5Y3+JtC4ailDWy8H//52In2ZwGoyRy\nzDEu1/TAgS5emBEagkmd8bf3d5eINAJ+AaoFUa4o/T1Bl01ISMhYjo+PJz4+vginLXmsWAHvvuuc\n0IZRUunbF8aMcUNbr7/ebzWRR2JiIomJiQUqE4zPoT/wPtAImABUAR5V1VfzKdcKSFDVLt76ECAt\nF8fyY7iWyfCClDWfQ96oujHg118PN9/stxrDCC+LF8Pll7sXoaOO8ltNZBMSn4OqjlXVHao6T1VP\nU9Vq+RkGj6XAWSJSW0TK4xIGfZTLsVlFFqSskQuTJrnJQv36+a3EMMJPy5Zw8cUuAoBRdPKa53Bv\nDpuVfwLv/SffykUu4p/hqONU9VkRuQVXwRgRORE3EulIIA03h6K+qu7JqWwO9VvLIRe2b3fRKz/4\nAFq1yv94wygJ/P47NGwIn34KzX2P4RC5FDXwXgJ59P2rqu/22YxD7lxzDZxwArzwgt9KDKN4efNN\neP55FyKmfHm/1UQmIU0TGomYcciZ//0P7rvPTRCyfLtGaUMVLrvMtRwCxqsYAYRqElxd4GXgRFVt\nICKNgctU9anQSS0cZhyys2OH6056+21o395vNYbhD9u2uaHbM2faEO6cCNUkuLHAQ/wzpHUV0KuI\n2owwcdddLn6SGQajNFOjBvz7326I66GsU2yNoAjGOFRW1W/SV7xXdbvdEcgnn8CCBS5apWGUdm64\nAU46yXJOF5ZgjMPvInJm+oqI/Av4OXySjMKwc6eLTDluHBxxhN9qDMN/ROC//4WRI2HVKr/VRB/B\n+BzOAP4LtAZ2Aj8A16hqStjV5YP5HP7hxhtdjPuXX/ZbiWFEFuPGud/FokVQrpzfaiKDkI5WEpEq\nuDkO+4CrVXVS0SUWDTMOjk8+cZEpV66EqlX9VmMYkYUqdOkCbdu6OGNGER3SInKUiDwkIqNF5AJg\nL9AH+B43Y9mIADZvdjOg33jDDINh5IQIjB/vQnrPm+e3mughr0lwHwE7gIVAJ1zYbgHuUNUVxaYw\nD0p7y+HQIYiPh65d4cEH/VZjGJHN55+7F6nly90E0dJMUWdIr1LVRt5yDM4Jfaqq7g+50kJS2o3D\n4MGuK2n6dCgTzNACwyjlPPywyzk9Y0bp/s0UdZ7D4fQFVU0FtkaSYSjtTJ8Okye77qTS/CU3jILw\n+OMuGKUN986fvFoOqTjnczqVgHTjoKrqe4r60tpy2LwZWrSA996Ddu38VmMY0cXWrXDOOTBlCnTo\n4Lcaf7DYSiUQ8zMYRtEp7f4HMw4lEPMzGEZoSPc/fPYZxMT4raZ4CVVsJSNCeOstmDrV/AyGEQoe\nfxwOH4YHHvBbSWRij5go4csv4Z57XIuhWjAZvA3DyJOyZZ3fbvp0iyyQE2X9FmDkz4YNcOWVbnRS\ngwZ+qzGMksOxxzrj0K4d1K7t0owaDms5RDh//OG+sE89BZ07+63GMEoeZ5wB77/vorh++63faiKH\nsBoHEekiIutE5DsRGZzLMSO9/d+KSGzA9hQRWSkiSSKyOJw6I5UDB+Dyy+GKK+Cmm/xWYxgllzZt\nYNQoNwpw61a/1UQGYRut5M2qXg90BrYCS4BeqpoccMzFwEBVvVhEzgVeVNVW3r4fgOaquiOPc5TY\n0UppaS4PdFqay+pmDmjDCD/PPgvvvut8fFWq+K0mfPg9WqklsFFVU1T1EDAF6JblmMuAiQBeQqGj\nRaR6wP48xZdUVN2Q1R9/hAkTzDAYRnHx4IPQrJlrrR886LcafwnnY6cmsDlgfYu3LdhjFPhCRJaK\nSP+wqYwwVN0X9Isv4OOPoVIlvxUZRulBxEVvrVIFevQo3QYinMYh2P6e3FoH7VQ1FrgIGCAicaGR\nFbmkG4aZM51xOO44vxUZRumjXDk3MrBy5dJtIMI5lHUrUCtgvRauZZDXMSd721DVbd7f30VkGq6b\nan7WkyQkJGQsx8fHEx8fX3TlPmCGwTAih3QD0bu3MxAffAAVKvitqvAkJiaSmJhYoDLhdEiXxTmk\nOwHbgMXk7ZBuBYxQ1VYiUhmIUdXdInIEMBN4XFVnZjlHiXBIq8KQIS7eixkGw4gcDh1yBmLfvug3\nEIH46pBW1cPAQOBzYC0wVVWTReQWEbnFO+ZTYJOIbATGALd7xU8E5ovICuAb4JOshqGkYIbBMCKX\nrF1MBw74raj4sMB7PvL333DrrS6Q3uefm2EwjEjl0CG47jo3B2LaNDj+eL8VFQ2/h7IaebBjB1xw\ngfs7b54ZBsOIZNJbEO3aQatWsG6d34rCjxkHH/juO/cFa9HCTds/4gi/FRmGkR9lyrhJcg8/7JIE\nzZnjt6LwYsahmJk3D+Li4L774PnnS18cecOIdvr2dVnkevWCceP8VhM+zOdQTKjC+PHO+Tx5sgXR\nM4xoZ/16uPRSF//smWdc11O0YJngIoSdO53jefVqF7elXj2/FRmGEQq2b3cx0HbuhEmTXITXaMAc\n0hHA/PnQtKlL0LNkiRkGwyhJHHccfPopXH218yNOnOh6CUoC1nIIE4cOwRNPwGuvwdixrvlpGEbJ\n5dtv3YS5Ro3g1Vfh6KP9VpQ71nLwieRk53ResgSSkswwGEZpoEkTWLrUtSaaNoXZs/1WVDTMOISQ\nv/5yo5Dat4drr3XNzRNP9FuVYRjFRaVKMHq0+/Tr59L7/vST36oKhxmHEKAKb73l/Ak7djjH88CB\nlofBMEorl1wCa9dC/foQG+tGM0VbdFfzORSRpCQYNMjFXBk1yjmlDMMw0tm0Ce65B9asgREjXE54\n8TmNmQ1lDSPLlsFTT8HChc7x3K+fTWgzDCN3PvvMGYmjj4ZHH4WLLvLPSJhxCAMLFzqj8O23cP/9\n0L+/i9hoGIaRH6mp8N577hlSvjw88gh061b8XdBmHEJEaqpLwjN8OGzc6JLy9O1bcmK7G4ZRvKSl\nuTTATz7pfBH33+/yVhdXWmAzDkVk82YX8mL8eDjhBBgwwM2GjKZp8oZhRC6qMGMGjBwJixe7eRL9\n+0PjxuE9r81zKAQHDrh47Zdc4sYq//Yb/O9/bs5Cnz5mGAzDCB0izvfw2WewfDkce6x79px7rptA\n++efPmqzlgPs2gXTpzujMGuWG3rWp49r5pk/wTCM4iQ11bUmxo1zE+latoTu3Z1vombN0JzDupVy\nIZBSHNMAAAbJSURBVC3NjUGeO9cZha+/dvHZu3eHrl1dHCTDMAy/2bvXZYmcNs09q+rUgcsug44d\n4ZxzCt+TYcbBIzXVhbRITHSfefPgqKMgPh4uvBC6dIGqVcOt1jAMo/AcOuSeXdOnu+fY999Dmzbu\nORYf73o8gh0k47txEJEuwAggBnhNVYfmcMxI4CJgH9BHVZMKUDabcTh82BmC5cvdXITly92w0+rV\n/7mJHTpArVqhvVbDMIziZMcOF/V57lxnLDZsgLPPhubNoVkz92ncOOcRUL4aBxGJAdYDnYGtwBKg\nl6omBxxzMTBQVS8WkXOBF1W1VTBlvfI6fryyfj0Zn02b4NRTM9+g2Fg45piwXGZYSUxMJD4+3m8Z\nYcOuL3opydcG0Xl9+/bBypXuhTj95fiPP1xsp6yT7YIxDmXDqLUlsFFVUzwxU4BuQOAD/jJgIoCq\nfiMiR4vIicBpQZQFXB7XunXdELC6deGss4pvrHC4icYvaEGw64teSvK1QXReX+XKLnxPYAif1NTC\nz8IOp3GoCWwOWN8CnBvEMTWBGkGUBeDNN4us0zAMo0RSlJA+4ZznEGx/lc8hqAzDMIyshNPn0ApI\nUNUu3voQIC3QsSwirwKJqjrFW18HdMB1K+VZ1tsevUOtDMMwfMRPn8NS4CwRqQ1sA64CemU55iNg\nIDDFMyY7VfVXEdkeRNl8L84wDMMoHGEzDqp6WEQGAp/jhqOOU9VkEbnF2z9GVT8VkYtFZCOwF+ib\nV9lwaTUMwzAyE9WT4AzDMIzwEPWB90TkSRH5VkSSRORzETnJb02hRESeF5Fk7xo/EJGj/NYUKkTk\nChFZIyKpItLMbz2hQkS6iMg6EflORAb7rSeUiMh4EflVRFb5rSUciEgtEZnrfS9Xi8gdfmsKJSJS\nUUS+EZEV3vUl5HpstLccRKSqqu72lgcB9VX1Np9lhQwROR+YrappIvIcgKo+6LOskCAiZwNpwBjg\nXlVd7rOkIhPsBM5oRUTigD3AG6rayG89ocabZ3Wiqq4QkSrAMuDykvL/AxCRyqq6T0TKAguAO1X1\nm6zHRX3LId0weFTBPWxKDKo6S1XTr+kb4GQ/9YQSVV2nqhv81hFiMiZ/quohIH0CZ4lAVecDPgaS\nDi+q+ouqrvCW9+Am3tbwV1VoUdV93mJ5oBy5PDOj3jgAiMjTIvIT0Bv4P7/1hJEbgU/9FmHkSW4T\nO40owxstGYt7KSsxiEgZEVkB/ArMVNUlOR0XFcZBRGaJyKocPl0BVPVhVT0FmAQM8ldtwcnv+rxj\nHgb+VtXJPkotMMFcWwkjuvtpDQC8LqX3cF0ue/zWE0pUNU1Vm+J6Ic4VkQY5HRfOeQ4hQ1XPD/LQ\nycB0ICF8akJPftcnIn2Ai4FOxSIohBTgf1dS2AoExvythWs9GFGCiJQD3gfeUtUP/dYTLlR1l4jM\nBboAa7Luj4qWQ16IyFkBqzkG54tmvNDl9wPdVPWA33rCSEmZ0Jgx+VNEyuMmcH7ksyYjSEREgHHA\nWlUd4beeUCMix4vI0d5yJeB8cnlmloTRSu8BdXFOlRTgVlX92VdRIUREvsM5jnZ4mxaq6u3/394d\nu0YRhGEYf17S20R7tRBUFEQLDRZaBlER/VO0sFELRVSwUFuJgqAWVikSwUJSWCmBqIWNWIiCnaQQ\nFP0sdiHBTeDIXXI5eX7NDXfLzGxxvDu7d98McUoDk+QMcAfYCnwH5qtqcriz6l+SSZb2IrlfVdeH\nPKWBSfKYpsTNOPANuFRVU8Od1eAkOQrMAQss3SK8WFWzw5vV4CTZR1MJe4xmcfC0qq6ueOyoh4Mk\nafBG/raSJGnwDAdJUofhIEnqMBwkSR2GgySpw3CQJHUYDtIqkoy3peDnk3xN8rltLya5tw7jnU6y\ne9D9Smvh/xykHiS5DCxW1e11HOMBMF1Vz9ZrDKlXrhyk3gUgybEk0237SpKHSeaSfEpyJsnNJAtJ\nZtqa+SQ5mORlktdJZtt9A5Y6TiaAk8CtdnWyc6NPTlrOcJD6twM4DpwCHtFszrQf+AGcaAu53QXO\nVtUhYAq4tryDqnpFU4PpfFUdqKqPG3kC0r9GoiqrtIkVMFNVv5O8A8aq6nn72VtgO7AL2Au8aOq6\nMQZ8WaW//6UAoUac4SD17yc0dfKT/Fr2/h+a71iA91U10UNfPgTUpuBtJak/vVzpfwC2JTkMzX4B\nSfascNwisGWQk5PWynCQelfLXldqQ/fKv9q9pM8BN9rtGeeBIyv0/wS4kOSND6Q1bP6UVZLU4cpB\nktRhOEiSOgwHSVKH4SBJ6jAcJEkdhoMkqcNwkCR1GA6SpI6/KQlC06KBlLAAAAAASUVORK5CYII=\n", "text": [ "" ] } ], "prompt_number": 6 } ], "metadata": {} } ] }