{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# This is a simple simulation of Gaussian random jitter" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from pylab import rcParams\n", "rcParams['figure.figsize'] = 10,4" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the example below we will create a set of clock TIE data for a 100MHz clock over 1 million cycles. The purely random TIE distribution is generated with a sigma of 1ps and then the period jitter and cycle-cycle jitter distributions are calculated from that." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "num_cycles = int(1e6)\n", "rj_tie_rms = 1e-12\n", "clock_freq = 100e6\n", "clock_period = 1/clock_freq\n", "tie_jitter = rj_tie_rms*np.random.randn(num_cycles)\n", "\n", "ideal_clock_edges = np.linspace(0,(num_cycles+-1)*clock_period,num_cycles)\n", "jittered_clock_edges = ideal_clock_edges + tie_jitter\n", "\n", "period_jitter = np.diff(jittered_clock_edges)\n", "\n", "cycle_cycle_jitter = np.diff(period_jitter)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Measured RJ TIE rms: 1.00079826685e-12\n", "Measured Period RMS Jitter: 1.41530609206e-12\n", "Measured Cycle-Cycle RMS Jitter: 2.45167184225e-12\n" ] } ], "source": [ "print \"Measured RJ TIE rms: \"+str(np.std(tie_jitter))\n", "print \"Measured Period RMS Jitter: \"+str(np.std(period_jitter))\n", "print \"Measured Cycle-Cycle RMS Jitter: \"+str(np.std(cycle_cycle_jitter))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the standard deviation of the cycle-cycle jitter is the largest, the period jitter is next largest and the TIE jitter is smallest.\n", "Below we show the trend of the 3 distributions." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Al5cXfH19tcZ39OhRNGnSRKMAc/HiRXTu3BmVKlXCzJkz4ezsjO+++w4hISE4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op9YXphejzezFavyVqzKgtvjY/CT5IM/MOztaWn3CIr1dUP2ha/XQrz2IUXjsWyS8bh2RnWcWVy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\nMIIgCIIgCAdgjAtiBEEQRpAHMUEQBEEQBEEQRBQhIYwgCIIgC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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(cycle_cycle_jitter, label = \"Cycle-Cycle Jitter\", alpha = 0.8)\n", "plt.plot(period_jitter-clock_period, label = \"Period Jitter (offset removed)\", alpha = 0.8)\n", "plt.plot(tie_jitter, label = \"TIE Jitter\", alpha = 0.8)\n", "plt.legend()\n", "plt.title(\"Jitter Trends\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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dY0pKChdffDHgf77l3HPPxcwYNGgQHo+HiIgIZsyYQZcuXXjrrbeC8Xs8Hlq0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\nVwNcbr7s+ny1szg+3y67vrW8kTLcCFxzZhyiiCR1rKkPwLI5c+6Ugbu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Ll25YOJ4kl6hd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\ngg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "n, bins, patches = plt.hist(cycle_cycle_jitter, bins = 100, label = \"Cycle-Cycle Jitter\", color = 'blue', alpha = 0.8)\n", "plt.plot(bins)\n", "n, bins, patches = plt.hist(period_jitter-clock_period, bins = 100, label = \"Period Jitter (offset removed)\", color = 'green', alpha = 0.8)\n", "plt.plot(bins)\n", "n, bins, patches = plt.hist(tie_jitter, bins = 100, label = \"TIE Jitter\", color = 'red', alpha = 0.8)\n", "plt.plot(bins)\n", "plt.legend()\n", "plt.title(\"Jitter Histograms\")\n", "plt.axis([-1e-11, 1e-11, 0, 50000])\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\marnj\\AppData\\Local\\Continuum\\Anaconda2\\lib\\site-packages\\numpy\\core\\numeric.py:482: ComplexWarning: Casting complex values to real discards the imaginary part\n", " return array(a, dtype, copy=False, order=order)\n" ] }, { "data": { "image/png": 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WrxdWmosuEpN79TY2bgx/ewsWACtWAOefL+KApkwBrrpKWFS2btW6++Xna9dVC9233wbO\nPFOImzVrRByTHAumh9EoXmtrRexSWZl+PzkD4Qcf+AoXmf37ge3bxXuXS5yTL77wv+81a/Tbp00D\nbrnFt91sBs45R/nc3Aw8/bR4v2WL8h4QyUdWrvR/3a5cKeLHvLnzTuX9xIkiOYma9euFAPaX2KSs\nDBg/XnyfatauFRa5ykpxnTY0iDHL36XNpr89QIjel17yv7y9CMsdkTH2BoCnAnThAIZxzkN5lhIh\n7f9BzvkaafvXA6gEcBaAVQHWDYnp06cjJUVrMLv++utxfSiPhQiCIAiCINqIRYuEFahz59DX+egj\n4fZ27bVi0qy29gRCnhjLVpaPpZRoTqeY/L75pvhcWQnMmSPe2+0ibishAYhSzR5vvBGoqBBWnUsu\nEdatESOU5eeeK/6efFJ8jogQ/R9/XOnz+++hjTsnB+jb17edc//JJNSiA9Amy5DRE7pPhJgGrrQU\nGD5cm/Tjgw98Y7S8hZ8eU6eKV2/rV3W1vnDzthh6I7v2qXE4lPdz5ihWUz2eeUa5Frz5+2/ftgMH\n9Ps+9JDy/rHHxGsw4e499pIS7efXXgPWrdNft75+Lurr52raXC5D4B22A+HGhL0L4JsgfUK4zAAA\nFdJrptzAOa9ljNUC6CM1VQLo7rVed9WygHzwwQcYNWpUiMMhCIIgCIJoOxYtAnr1AsaOFTE9q1cD\nkyYJcbUqhEfRctzRvHnAoEFK0gZvoZGXBwwc6H87smCYq523erbHudZ1bO1aEVvkdApBBSgi47XX\nxHhkGhuFsFuwAEhJAT77DIiO1u7Hn1Vk/35h8Vi6VHz+z3+EQHn5ZRFn1amTsHCFkwEvMzN4n3DY\nvNk3Tk0vlunbbwNvx25X3r/2GvDLL+L9zp3C4lVaGv7Y9JJyqNm0Kfg2/Iklvevzppv0+27ZEnw/\nwfj5Z+1nfwIMADp1uh6dOmkNLhbLDmRmjj74gRxCwhJhnPM6AEGM3CGzWXodCqAcABhjnQB0AVAo\nLfsTwKuMsUjOuUtqOx9AFuf88JO0BEEQBEF4mD4duOEGYMyYwP3efx/o189/xrbDBYtFCJzERGEV\nio8Pvo7b7b8Y7uuvi9c+0qNnq1WIlIYG3yx4//wj3MnOPNP/vuSJ8bPPaifE114rRNSQIcCVV2rX\nCVTINydHxOh4T4AbG4UImzJFaZPjnvLyhKCIjhZxWWoMBnE9BItzKy/3n/L8u++EAAMUF0PvTISB\nmKabLq7lfPFFYJfBUFEn/PA+38EsXq2JPwtjMIF3qPHn5nkk02rZERlj6RAxXn0BRDLGTpIW5XLO\nzZzzHMbYEgAfMcbuBmAC8AaA/QDWSX3nAJgBYBZj7C0AJ0LEjz3cWuMmCIIgCKLlcC7c2Hr0ELE9\n+fnA4sWB15Fd3tpDhO3bJyaUY8dq25cuFa5vjAHHH6/NNHf99cJqFCiTXn29iE8KBbW1Qc7i99VX\nSltdncgOCATeZ3OzeM3P1yaDAIQ1YssWpR6UPMZHHw08Nj3Rp/c9qdO/y1azSy7R36Z3qvhw+Pjj\n4H2ORPzFdxFHL62ZmONlADsAvAAgSXq/A4DaFngzgL8B/ArgDwBWABfJVi/OuRHC8tUPwDYA7wB4\nkXP+31YcN0EQBEEQLWT+fJGFzTug/7//DV7QNRxsNrE9fy5VNTW+cSR63HKLqNX0xhvaWkMvvQTc\ndhtw663ClU5tEfB228vIEH/ffackcfAXHzNvnkiprVdbac8eJa7ryy+VdnVyg59+EkkRvAmUaU+N\n2sIWbqrycPE3JllQEgptWayZODxozTphtwK4NUifJgB3Sn/++uwDcMahHR1BEARBEOFSVSXqEn34\nof96TbL4mDRJ2x4sJiZcDFJQwpIlwIQJInamvFwUdwVE1j1AZMbjXKmdpUYdh7NwofjTszTpJSEA\nhAXtgQeUz7KV5qGHgFde0V/nnXfEq9oipUavnpUauZitXFdJZvfuwOvJqBMekBgiiPajPVPUEwRB\nEARxBDFvnhAp+/f7xiz5Q11zCRBCJxQqKpRMbtXVIl267OqoTp2+dq2Iu7rzTiEQly3TJqa47TZR\nO+uNN4S16qabxKvRqF+nKDPTN7HF+vX6Y9y+3TcLnozaqhYOoSZg8Fe7iiCIIwMSYQRBEARxEJhM\nSizO0crnn4uCp/LE/667gLvvDm1dg0EpwAooYkiOWVLHLhkMinvhpZcCr74qklpMmiQSKjz1FHDF\nFb7JFdTWqBkztPFd+/aJV1n8yZY6dZ0sNcuX+8/y5o1eFjxAv9DtoUbtrkgQxJFHq7kjEgRBEMSx\nwFlnAV26hF7rSOauu4SL3Geftc64vLnySiFoXntNpEZ/4QURf1RcLBItXHONqN2k5w739de+bTt2\n6O/HbPZt00vusGSJyIgoZ7oDRC2p7dtFJkAA+O03rcvg2rX6+9y6Vb89EOrMfmrkJCEHw4MPHvw2\nCII4uiFLGEEQBEEcJOpsb4WFQHZ28HV27FDERjhUVYWfHnr1apGkoqJCuOf9+qsiaGRL0U8/aS1I\nu3cLARSsqKrLJdwE5eQUVVWhj0tOYiGzfbt4VaccD6VeFkEQ/mlO2o+GHiH6ARNtBokwgiAIggiT\nDRuE4PCOHQKAq64StZAAIU70+uixf78QPevXB463uvhikZRBtjjl5wOzZgl3P5tNCMDLLlPc/wBR\n5Nabp54Cnn5av1CuxSLcD2fM0Lr6ecO5iLeSiwYDiqg7GNTb84d34g+CIPQpPHkqKge90d7DILwg\nEUYQBEEcFSxY4N9FLhBGo29R2WD88IN4VbvK6fHdd4p1afZs/ynabTZg6lQRB/XYY8C6dfr9XC7l\nvVwg9pprRPr0iRNFKvMffxRZAnNzhTufut6UN3pWpr/+UjLvrV7tm2pejVyE+VDXONq799BujyBC\nxc3scMSEYc4l2p36nj+ipk+AG91hCokwgiAI4qjgzTdFnFUo7N0rLDZ//QWcfbb/+CB/yLWcgtVm\nWr1aee8vZiwjQwhIQBTlBUS6datVWLBKS4Vl6uyzhdVJZs4c4Oablc9ut0iAsWuX+Dxtmoj7ksVa\nqHhbvpzO4OuYTOHt41iAg4MzR3sPgwiTyiGvIveUi9t7GLoUjbgb5o4tCICUsMcXI3NiBhyxlZ42\nW3wBDN1+OxTD8+CMboAzqjH89WJqwRGi64CKqoHvorZvmDe6wwASYQRBEMRRR10d0BhgDnDrraJI\nbyBXOz3sdiF2ZBfDN99UluntT7ZcqS1geqLGu4ZWTY2wbq1eLbIBnn66sNh5k5np2xYshqs1aI99\nHu7U9vkaByac1t7DIMKAg8PQTaeKtoSp0waNgAmFkuGPwZzSguBPHSwp21F84n3Iy5jcovWbUkXa\nTkuHXZ62glE3o3zoC4dkfDI5p56HnNPODWsdN7Mj55QLUdvnv4dkDO5ICzhCrKPRTpAIIwiCII5I\n9u3zrUElc8EFwLnhzQGQkSFSjhsMWqFUXS3E1h9/iLpS//mPvtvjuecC992nbcvJUd5XVIjXU0/1\ndbfzTpe+alX42RZDwdh5LTInZsAdGWZmDyJsTF38pHIMgiOmpkXWAADgzIHaPl+DMydcUUY4Y2qD\nr3SUYumwE5ZkP0Xc/NDQc17A5aXHP4rCk24Pa5tNndejYoifyt0txB4f+lOPYNcSj7BqPjelboEj\ntkK3ryuyKax7B4cbrkiddKl6RIibbnOHEKuOS7iZr0+4O8KKrHGno6Hnj2Ftq60hEUYQBEG0GZyL\nlOShuLgF45Zb9BNO+KOhQZvFUI+NG4FzztEmq5g0SbgLPvGE+OwvTToQOFW62mXv1luDj7e+Pnif\ncDF1Ff6RLXEVIsLDlpgTvJMX7kgLck+5CPW9/WcmsSXkwxZfoLvM0G0Zavp+DmPXFcgdewlyTrkw\n7DG0Fa4oY4vFZigUnXQnikbeFtY69oRCz/uyoc/DHWmBJWUHmpOVpyauaD8F5g4j3BFW2OILAQD5\nGVd52tVuh83J++CKVJ5iVQ14DwUjp6HkhIdQcLJXIT6J7HFnImvc6QH3XXyi8iSqctCbyB53RksO\nAY7YSmROzIA9rizgdZI1Qam47mZ2OKMb4I4UhRvNqX+3aN9tBYkwgiAI4pDicCgFd73ZsUMU5/3p\np/C3a7eLDIJqQnWDu/JK4LzzgAsvBAr0568aNm0SVrZ77gl/nDL+knAQvthjy1tdGBo7r4U9ruSg\nt2OPK/NrKZDxZ4HhcKO+1xxwpv8Uwi1ZJZo7+M9Mkj/6GuRnXK2/febyvMoWi9r0bwKONRTsseXI\nnJgBa2KWzzJndH1YMUUcHHW9ZyP7tLNRNfA93T6uyCbY40pQ2/tb1PWeHZJbWW2fr3XHZ48rCynR\nhpvZPecfAIzdlqNk+GMoGnEXCkfeCntsuWeZLb4Irigj3BE2vU35pWT4oyg9TvvkyM3sMHVep2nj\ncKO676cBrUhuZveIE1t8EbJOOwuuKOGzXD50BvIzroI9rlRjNbMmKzfQwpG3oGz4k57P9b3mwpr8\nLwDAFS2eADUn7Yc16YDPvpuT96Hej5VJHbPW1Hm92HYPccOv6/U9MidmhPR9ytvJG3M5ssZPCOgm\nqj6mnFPPA1pR3B9KSIQRBEEQh5RZs4BHHtEXSHLadNlNr6IC2KMzX920SSliPG8e8MknwEcfiQyC\nGRmKNaq8HHj0UdGux7p1wPLlokaWzPz5wY/BYhEFhrdtC96XOHjyxl6GvLGXteo+yoY/iYJRN8GS\nvOegYkXyxlyO3LGXBuzjzw3Q1GUNqga8D0P3IBldvHBH2Fqc5KOm3yc+bZaUHbpC0RVpQta4ibAl\n5Gna5Ym4ofuvcEbXI3NiBhp6iH+k8qHPa2KKzB23wth1pWb98iEvwilN7J0xNajuLwrENfScB0uH\nnQCArNPOQm26iAcqPHkq8sZciZr+/4fq/jPRnLJT99iMXVd6xlHT93MUjLoR1V7HmzfmcuSecjEa\nu/0KS8oOz/HX9/wR1f0+xoHxE0S/sZf7fC/WZKXegnx98gg78jOmIPu0s5E1frxnOYcbbmbXFS3O\n2Go4o+vR1HkDTF1Xo7G7UqG8esCHKB3+uEfYu6KMaO6wF3V9ZqEufZbucQPCAlQ27ClwuFE56A24\no0ywpOxEXsYUjyts3pgrdNd1xJUBEOLNH8auK1F48lQUnHwTAKBWNZbCkbegauC7ns9NqVt0XSSd\nktWwatDbnmMFhFunOk7OnLItoIWNR9hRPnRGUCFmSxIFGnNOvUCMq9MmlA95Afa40oDrtRdR7T0A\ngiAI4uhCzvBntQr3w7lzgUsuATp0UPosXSoy9115pXBN3LYN+PtvUbdq9Woh4gDg3nuBd94R708+\nWbu+zIYN2v2rXQIff/zQHZc/LB12IcKZhDjLoNbfWTvjjmgGeCQieIzPMlt8EcBciLUM8LTVpn+D\n5NozEdvcH4CSECDBONJ3216xJlX9P0RK1SWa82rssgYRrngkNYzzXj208UeaUTTyNvTMegkp1eFl\nwKsY9DpMXf4I3tGL2vT/oqbfZxi6eZPHTco7jiX/5BvQofZcdKzUTppdkWa4ouuRN+ZKAMCQLesC\n7otHCKFm7KYfUFjX63vPRBgAhm3UPmWwJeXAHdkMQ/ff0K3gIU87g0gHWt9rLgzdhdWrctBbSK24\nGo5YYWVyRRkR6ezgcUfrUHM+AKDsuGdh7LoCTZ03YMifawEvAVzb52v02fcJ3FEm1PT7DF1KbveZ\n0PtzRys77hkAgKWDIijr0r8BmMunb8XQFz3HXDRCm0aVww1nTI3POvL3FQh3hBUR7jgcmKhUOu9W\n8BASGpXYS86cyDn1fGUsQ15Gbd8vkdA4Bobu4mbGIxywx5ZrH0awwA8LTF3+0OzX1Gk97AGElUxN\nP/GEyxnr30Ion1ux3Q2o6fepbj9bQj5KTnhIGq6XrGDK91Yy/DHP+6ZOG9HUaSOSa86FPaEQtsRc\nz7Lm5H3IOeVCJNee47Ov8qEz0KH6QlQNfAeNaYuR/u+HPn28MXT/Dc7oBnSpvyVo37aGRBhBEATh\nl/ffByorgbffDn/dlSuBjh3FNrKygJde0hYhnjJFGxv23XciA+AyPw87bSF6/ngnx/CmJa6QgSg6\n6Q4AvhPBnS0nAAAgAElEQVTaww1Lyg6Pu1pLyRo/EVH2rkhsHINY8yB0LlVMkPkZIs+/+jzU9PsE\njWk/Y9A/4sl/sHPF4YY70oJIVxLqe3+P+t7fa/qWDXvKZ317XBksKdvRsSp0S5ojNkDxM89YxMXK\nwOCOtKCxxyLN8rpeP6BT2Q1wRdd7nrwP3LoEjEdpYovkCW+WZHHxxpzyD2xJ2ahJyvYRYSUnPKBx\nTVS7kxm7rAFnTqTUXOBpqxog3Pu805gfGD8ex23erBFgMva4EkTZugMRTo04EcKkDk2d1yPK3tnT\nLru8AcLSIB9r/uirkZb7tM/2jV1XaNdjvoJKLcD1UrA39PwJxSPuQf8dc1Aw6gakVE9Cl+I7lH10\nW67pX9d7ts82ZCoHvuXTJgu0lmBJ2aFxYwTgsfQFwhFb6RFggBAYzcnaSucNaYvQsfIKmDqvQ5S9\nS9BtGtKWBO3TEkqPf9TvsvzR13je+3OzBRTXRDVyjKoad1QT3GjymyRFLTrV8WeBcEUbQurX1pAI\nIwiCIACItOtLlgCXXQZESM7qc+bo9y0oEPWrJk5U2ux24MYbgaQk8fnbb4GrrlKWeaMukOxWzcte\nfDH4WLN8Qz8IFTV9vkJt3y/QreAhdC6dClt8oWaC7YgrR4ytp896HG4cmDgWvQ68DuaORWLjGES4\nEtCUugW2BBFM54yp8bgFqUWYTH3PuUhsPEUVNyWsKNV99Z+kq6ke8BHqe/2gK9IcMYpwak7eh3jT\nCTB2Xel5Yh9IhMluaOHQmPYLKge/hgHbf9JMNJWxfgCAa4RNqC6VjvhSuCJNiHQlo3jEvZ52xXLi\ngC0hzyc2rLbP1573siBNajgNkU7JzKwjcACAR9jgivQt5lbV/yPdJCB1vWdrhEy3god1t1ty/COe\n986YOpQOV0zPluQ9iLalafpbkvegcvDrmjZz6t+eJBIAdFOUy+51DT3FExRDt2UhxQjp0dDT1x+5\npdsC4LECHSzeAgwQgqSl6ejbgsyJR0bgqzX5XzR0XwzolPRoT0iEEQRBHEXU14vEGN27K211dcDm\nzUJcBWLtWuDVV4GYGJERsFplLMjIEDFZp50mrFlXS3kB/voLiJJ+SSoq/Ce9qKsT2QXVok3N9u36\nmQUNqgeYNSpvoerghoyQ4cwBzlyIcMcF7Vsy/FFE29KQlvek7nIONwzdliGl+mKPC1c4uKKMqOr/\nIboVPoBIR2pY26gY/CqYOwadym70FC5t7L4EnUun+rh3FY+4B0l1p6P3/ndhTyhErGUAGtN+8cRw\n1KbPgi0xF3Gm4ei/a3ZYE029ZAuO2ArU9fGNbzF2WYUIV6Lnc32vHwBorSHGLqtQ32sumlUuZw09\nf0J81gkal6m63rPRuXQqONyoS/8OnUpv9LhNVg5SFXQDUN/7f4hypKJD1SQwHgWmCpEvG/o8nDG1\nsCWKuCjv+CY16jGFQ32vOajvNcfHnapQyubX1Gkzmjpt9llPT0xmn3Y2hm7eiAh3fMB9Zo87y3cc\nAbIwqqnu/1FI/dToZSa0JeZpXM9kCk9WxLwlZbvfbTam/RL2OAgCABp1xHd7QyKMIAjiCGfRImDC\nBKBbN+B8KexAnVDimWeEyFGLsI0bRU0sWUTl5QG/SPObffuAMWOEEFPz8MOi/taKFUrbqacCt98O\n9OqlFX4yK6X5q1xX6w8/ITX33qvffo4qLKDGN2RDQ+mwp5DQOBqdKnytFoEoPOl2WJP3h+RO2NRZ\nBKDpibAD48chLfdpVAx5CWBuJNeeAx5hR5QjNeSx1PeaC0PaEhjSliAt9z9IrRCmRA43yoe+gC4l\ntyDWMlA7ptQtqO/9vUe4aFyjGAeHS9edqKnzBlT3n4n63t+DueO09YIki4ra/e1g8JfIomyYr/sa\noHUz0uvjZnYfcVTdfyY6l06Fsdty1PT7BMYuq9Cl+A5EuGNhS8jX9HVFGVEx+FVUDH4VgOLeaE7Z\n5uPaprY+eeMMwa0xEGpLEqBkpQuXrPET0fvf9w9qLG1B5eDX2nsIBHHYQCKMIAjiMGPdOmDIEKCn\nr7eYLq9L3j3+MvlZdGpryhkCLRaRMOPaa5VlP/3kP25KLcBk/uvrPeRhZvDQiEOCJWUHTF3WwNRl\nTVgirKXuNJYOO1Ex+HX0UMXA8Ai7x52sYsjLqBjyMgBt/JIzugHO2CrENR2H+l5zAB6BTuXX6e8j\nZYdHhNkS82DsthzGbsvRd9csIMIJS4ed4BGOgCKBMwdyTvVfK6q+9/fS2LUxLd6ixR9NqVtQNuwp\npO/1zcAn49ZJs23oukITyxQupq6rdeNJLCk7PJn6bEnZmhTcgbAl5CHWMhDFI8KrSaDnQtZeBIrb\nIQji8INS1BMEQbQz9fUiGQXn4v3jjwur1R9/iKQYah56SMRp5eUJF0F/tahmzQJcLhFrlS2y9mqS\nYsgUFR36elauSBOyTz3PkwHO0G05zCnbNHV2DgXqYP6yoc+FvB4HR+GIO1A50DfbiFwgtCl1i6bd\nmpijqeVT0/cL2BMKfLKsBSN37KWelM9VA97XpHm2JeSBQ5s4ozkpU7LWKF9e0cjbUDTiLtT0+0xX\ngBnSlGB/R1z5QReXdQawzpSc8BDckc0Bi+K6on3rf5Uf92zA9NgtJdzvQyZ/9LW6KbYJgiBaC7KE\nEQRBtAKci7+IEB51Pf+8SM/ucokMgjJPPCHc/BYvFp9NJmDLFvF3ncp4UjrsCXQqvRm7do3wtH36\nKdClC/DDD0BzdBlMPVajoGAa0tJEwWLZOnbrrcHH15S6GcYua9AzZ0YIRy7iO1zRDciaMA4das6D\nsesqz7JBW39F7thL0LlkGroVPuh3G9bELMQ09/Ubp2XsvBZlw5/EoK2/+gT/H5hwKjhzIq5pKPrv\nFDFG1f1nIsrWDZ3Kr0P50OfRnLILzSm7NOvV9P3MkxSgbNh/MHSLcD3Ut5aFH+/lZnaPxcm7RpOb\n2ZE/+lqfdUpOvB+uKCOYOzaMPbW8BpYe6tTahxI5m+LhwuGcAIEgiKMPsoQRBEGEyb59IjGF0382\nXsyfD4wdq9+nrAz4R6lTiaYm8frvv759G1VGhDfeUN7/+KPy3tTlD1QOfgOlXvUo331XWMxKhz2B\n6v4f48kngdNP13dPDETJ8dNhSFsCS/KegEkKZNQWKrUAA4DcsZcAAOrSv/NZzxFThaZOm8DhQsGo\nGz3xOjLWxGwUH/8QONweASVvT42cJtmapKRQrOs9G1UD34UtvsBvDSV1VjZ3pAUVg97wa72zdPxH\nt93Q7TefNnlyn3uKUpdKbTmyJmZ5iqeqMXZd6Unr7Yyu090fQRAEcWRCIkxNRoYoaBMq1dXAr+FV\nvScI4sihvFxYkryZNUtkATQafZfJyAkoHA4gP1/cXtbszoTT7cSUKdpEFLIoCpbx788/hcWkOclX\nrbkjm7Bzp7bNI7akgp+FheKjLb4Ajd2XInNiBjhz6O6LMyfKjnsaxSc84EnSUDTyNk02OkAkjLAm\nZgceuB/qen2PisGvwBZfBFeUAbmnXIyS4x9BzmnniXF6xSVV958Jc6ctKB86A3aVaDF1Xh8wQYIj\nRilImp9xdcjja+yxMOSU4zJ6iSzs8cWwxxf7dQssGHVj0HHpxT8RBEEQRy4kwrzxVxRHjyeeCK2g\nDUEQhy0//AAU+wkFeeop4IMPfNu7NmTjxKY/Q97Htu1uNKQtwj0rb8an/3zqsY7t3SsKFMtp3TcI\n7zdUDHrdE5NkNgtx9sADwh0xa8I4FJ48DdbEHM0+HHEVWLwYcEfYNJYod4TVJzFCfsbVIoMfAHdk\ns+6YbQkFMHZdBXPqX7rLjZ3XomrA+6hL/xYFo26AqdMGZE7MQFV/32Kw/qge8CEa0xYjP2OKxsKm\nLgarRh6LsdvvmsKfpcMf87uP3DGXaSxQ7cXh4uo2utKMjXMyEevUrydFEARBtA0UE3YwmH0zPhHE\nYYXJJKrkdu7c3iM5bEl++DZ8OXwaXt1whs+yZlcTzB33AxiraZ+8/Dw0O6wAFAsL58JFcMoUUWdL\nze6mlagc/DpOqbaiqE4ppOUvHquxxyI0pi3GwO3zAc7w/PPp2O5VOscRW4Gqge8gprmPpj0v40o4\nY6uRXHMueuQ8h7wxkxHHa3BipRX6cktYvSoHvoN40/FIaMxApCvJT08F76xzcmY2OdveocCWJCxs\nDWmLfAq8hooj7tAmAzmSGV1pxhU5whqXanWiMikmyBqENxFujuF1zdjXNaG9h0KESVeLA2MrzPht\nYMd2G0Nak71d/u8m5TXi9FIT/nNGepvvm/DPsSHCiotFhHrCEXLT3LkTGDkSYOEHfhMtZNEika3g\nSLlGQuXSS0XAkb/c5WoWLwZeeUVkffBWEUchv6+vx9wVuXg4ch465W8HsNunz76uM1DSfQMA7flr\njqiFOwpobhbG8x+/aUafgdH4a1sUmpuB21SJ4pqbARs3I9HuwrtzCvDrdm1CBg4XLB23ofjE+zFo\n61JEOJM9y2TrSYxO/SpZ9HgXb5Xd8kxdVyPRMBqu6Ho8v74c48uacFc64IjRuu3ZEnNRm/4NzKl/\norHHQgBAlL0r0vcd2tzyD2+vRHZqHJYP0J8AOWKrdNtbmkKe0PL17wUYWm8N3pEIyC37anHrvlpM\nvmIQahKiW2UfiXYXzNERNAdQwzkSnG5YoiNbvIlXNpXh+NrmQyLCejTZ4YxgYV0Dw2ub8cXKQjxx\nZjr+6hn8Qdeh5Om/KwIuH1vehB3dE+GMpGuuLTk23BEnTwYe9J+FKyDbtolqpqHQ3CzyQQMimMSh\nH2sRkF27gDvvBJYvD963NdDLYW23K8elpqEBsNlaf0ytTWmpKLQ0c6Y41k8/Fa8tpahImDgOZhvh\n0uAnBbWc8SEU1qwRr97f6ZYtSsXdIwyjUaR812PqvHuxoFkUhLVGKz9QDSYrbHaRJrw5UuSHn/m/\nfE0iDfnfYdYsEUb68s6+OGWFqMUknz65//nnAz//DMS4xf9W10qDsp1IC7ImjEfxifcDEOnLs8ed\nKRYybapyQAiSAY1WbJibiQ42ZfnGOZm4NLfBb3xXmlm0F5x8E3JP0VZgLhpxF8ypf+K5P8uxfL5I\nZOGMqYFehr20JjuOq2sOmJxjUl4jejTZsX5uJtKNyrV0VVYDnvnL/0SgLv1bv8uOJpjePbYN8BZg\nI2r82UWJQPSU/pfeWl+Kn3/OCdLblwmlJpxQ45sZZ2SVGWlNdsQ73Ph9QTauym5hWQHOPf/vh5Ke\nJjs2zsnEcXWH9rqJdHP9eYcXFxUYsGJ+NlKtAbIhBSHecehccH9akodFv+QG7ffqxlL877c8AMp9\nuI+x5XODOUvzMLHE1OL19UgzO/DeuhLcuq/mkG7Xm3fWleCCAkPwjscQx4YIA0Q6s5Zwzz0iGOPA\nAeDss4XQ0qO2Fpg4UUzgAVHk523fGjSw2wNPzuVUaLW1oY2vqEjJABCM6mpgv2/QuIf9+4ExY4Ac\nrx+WceOAV1VZysxmkWXgvPPE+QkHtxtYskRkKmgLli3TppeTcTiA9euVMQHiu12+XMysf9fPnhYS\n//ufCPbxTlW3bVtIPzZhs2eP+C6++koRUoeShx4CnnkGqKgIT9Sp4JzDzQ/iB7ChQeRwD5MLLxQi\naObfMzF371zNMntMpU9/pxPoPWMChjzwhGZ3T++4BvfeKy6VjAx49InBbIUjrhDuSDOOt4gYMc59\nLznG3ZofH84cqOnzJbLGne7J5Jdk9xVdnrHGlXosQucVGsE4MLBRO6mekt2AAxNO07RVDnpL89ma\ndEC7Yc4xObse8Q4xviTVJKWu9/98xjF/SR6+WlHok5xDZvZv+Xj67wp8sroIERyY82s+nv1T6w74\nwuYy9DLp3wNPLzHhpU2+WQJbm8H1VowvbfnE5u5d1Zic7b+WlsyZxUZsmHsAI6sO0pWdc1xQYECE\n2//95J5d1dg4JxOn+5mwPf9nOToexIS2vYhycfQ12MIWs9EuN04ra9n9S4/BDVZ0aQ58/s4sNuL3\n+UqGzgSHC29sKMVnq3zro328phjzl+Th/EJxnxitukZSrU70NSgPNGb/lo+vVhT4bAMAJuc0YP7i\nXHS1iAn/qp8O4IO1weufxTrd+GRVIdKa9P83hzSI+80dew7dRD3KxbHuxwOYnKMVnKeVNfmIrZOq\nhXBVP3zyJtnmQrTL/+8Ml408nOPHJbk4uyhAZiUdeprsOL3EhDt2h34OzigxoZ8hsOga1GDF5ysL\nhSANQrrJjrt3eyUh4hzXHKhvsciMkeJDg13PgXh8awU2zskM2OfU8iY896eve3hPkz2kY28JPU12\nXH0g+L25vTh2RFgw5s/3bctUXVALFojH6uU68QUZGWK2BwArViiVT/fs8e07cSIwaZJvJoCWxpdd\nc41IEKJm7Vpg6lSlQqvM5Mmi3W7XT+smJxnRE2pLliip29QCce9e375//aV/ngBg9mzg5ZfFuAEx\nY62t1be0tRSjURxrRQUwY4Z+8pRZs4DHHhPflXrGLI/D+wfe7YZPUI6amiA35T17hGBduFAcvzoX\nudEI3HCDqMqrdx7y87XmHFkJyOJbTnn3xRcik0QgsrNFMaqWcOmlWj87QKTfC5QiUOLKrx/EgDfG\n6i+8+mrlevDHI48A998vVFIwC+Off3rOo90OxLot6HvfS5j/1ct4a/RLaFi4FuaSfPQ2WnFxnvzd\ni+9bFl61iRtw//0ipC6jwowL8xth67AR114/WOMet3q9BU/Xjdbs/v8W7sBZF5jBmQPNSfvhZnac\nXrML9+9UfjgrB70FQ+/P0U16Mjqh1ITlC7I94iTKxRHl4pi1vACfrCpE3pgrMK7MhASHCwmHMKFC\nP6Md07dV4Y69yvWbaBcTGWO35RjUYA1rsttfmiiqJwMXej35PLfIiB+X5umu/8qmUpxdbMSoSuV+\nuHFOJu7dGSRtZAiMqjT7fQgy6/cCvLlBeWgS4eaYszRP12KRbHP5THZu2l+H6dt83SkZ54hTfV+v\nSALz9NLAYuCMEiNW/XTA73jHVJrx3J/luCxP5wGTxI37RUr71zaW+u0T42obq1ygiXOq1el3+a8L\nszUPLyblNeKPeQfw/W/5nuPz5vKcBl0hcc/uGry9vgRvri/BLXtrPBPP1uSWfbVIVF0r/7c6uBi6\nMVN7XGlNdixZlIPvf1MeXPY32HBcnb5r6X3S/8rlOeLaiHNyZFT6zi8uy23AO+tKPJ8f2V6FETXN\nmKKywMU53Z7/f1m/nFIhtjW+1IS7d/n+X4Zzv4iWJt5XZWlF2NvrS/DGBv/X7fDaZt3/jWULs7H4\n5xykNdnRO4C1KdrN0avJgZc2l+GEGovnAUr/RhueDOC2N29pHl7bWIpp/ypzoGDCQ90vWkdopFqd\n+GZ5AY6vbUY3S+gWzPGlJgyvbUa0y42Ncw/gwR1VeGFLGab+6/UAn3NdYfpEANEU73Ajys+9gXGu\n+x1fnuv/XhSICDfHvKV5uHdXNcA5Ls5r9HkgeUp5EyYFuNcB4r6sN+Z31pfgoR36ru6HA0e3CGtq\nUgRRMN56y7ft5pvD36d6Qq93M3K5RJ/JkxUXr3/+Ac44Q6nICgixMmmSEDQrVvhuZ84c4MknfSfU\n5eWiff9+MbH/U5XBzSrdtB95RFj1zGZRRAgQViHZOuXPjfKqq8T51BuPzNatwnJ4ww1iDN7b8haf\nH34oBOxMnfgTi0UIKTWySPn3X3Ecs2cDTz+t7bNtm9jPKqk+kZ71Ri1q1KLTJD01Vn93nAPffw/c\nfbcQnUajdvnrrwMXXRTY2ioLlXfeEYJ22jRg6VKx702bhDi65BJRWCojQ3EvtFiEQDn/fCEc1a6h\nP/wgxN2CBf73K1NTo4i9L77wXV5XJ9wOvY/dG28L5pQp4lrS45VXxHkBULLxD3TItirHpLbeFhT4\nbpdzYcWUrm/Dji3Irc8V52LcONHniy98/78zM4Xr8bx5nqZ01zqkl1rx3LxinFf6NmxPPIh/Lh2F\nD9cewH+kH9zOFjuKi4EHHjUh3uFGpJuDMwdiXC588Ecxnv2rArP3XoGn15Wjn0HrrjlE5eZVl/4x\nikbchfReJ+PKqL4oOelm5I+5CHEuZULgjCtBY9oveHJrJRYuzsWrG0s9Ew75R3jJz9lY8nM2BjdY\nMaKmGZFujrfWl+KpvysxWZoksRbOn9/7oxg37K8D4xxR0qRAnSnv9wXZ+HxVEdLMDnyzvAAb5h7A\nxjmZ+Hi179N7fyR5iZQ/fjzg0yfS7fVjzjkipI8feT25vyGzDucXGJBsc2muzy4Wh+eHd1CDFXfs\nrsGARis2zsnE1H3KZGR0pRkfrS3G5bmNuH1PjdiOH6JcHH2NdqSb7Hhyq7CWdrQ60VMSyMsWZmPh\nYuEtEO9we1yNZEZWieyDvY12PP5PJVb9lIXrvCbWV2f5fzKb1mTHqxvLEOfkPgJWJs4pjrmD3YXO\nzc4WPwFnACZn1yPBEfzBTLTLHZLlbECjFUPrm4VI4hyDGqz4bWE2xlSI+3C8w60Z75JFOVi6SL/E\nQYrNhQd2VuG4umacVG3xCABAEfzq8Q2pt+LxfyrxzvoS701homTpHF/WhNv31obk7rfolxw8vjVw\nLE0gOkiTyVGVZgypt2JwQ/CYvB5N2t/M+Uu011ewSX+s9P/Qx2TzPORRw6Qq8k9srcSp5dJvI+e4\nRDXJjXO68eyf5Vj1UxZu31OLtCY7XvayUL+5oRQ3eQnhHk12bJh7AHd5WWrOKTJi45xMvwIt3WT3\nEQp9jDaNW+UoyRKWUWnGFysLMdHrQYbs+pxsd2P+kjzM/TUPaU129G8MHDLx2aoi8QCFc8xelo9L\n8xpx705hRW6J5wrj3CMAR1ZrH+KoxUW0S9w7Hv2nUrVu6Pt5c0MpvlhZiI6qe9n4sibcubsGG+dk\neh5EXHegHmvnKdbY57eU4crsBlwmiabhtYp3V2+THTf/W4uV87N8/ocmlJrwwuYyvP9HCTbM9b2f\ntxT5nn/tgXq8tqkM//m7wudae3ddSdCYtmULs/HCljLEOt04ocaC08qaMHN10UG5frYFR3diDrUg\ncrnExLx3byBCpT0dDiBK5zQEsnoEQu2uGMzlbtUq4eZ1yy3i8yuviOqqgDL2Bx4Qr336ALGxwIAB\nYpm/embebnQffQQMGqStDLt1q3g9Q8oGt22bsAoFQy469OWX2vbmZiEQJkwA7hMxNmhqEla3664D\nHn9ctJWVCQEiU1wM/CYVNl2zRgjTPqpMb3feCWRliYCa9HSRsOTOO4U16e23hRDbtEn0lavYGo1C\nhALaG2hpKZCUBHTUCchVi7BPPhGvcs5wQByHbBUtKRHxXs88I8bLuUjqIR9fXJyvK6nJBBikyZRa\nNL/0ku9YZC64QNSg27hRafv0U2GNlEWX0ehrmQLE95SQoHzPAPD884pLqXxsDQ1CpE+aBFR5PSna\ns0cIPpWY0ZCTI4SU2gI4a5Y4/vffF2JS3r/ZjK9WFCr9Tj9dvK5ZI65pHdZ98x1OeOsNdJGEXJW5\nGk6XUxHxM2eCS9c6czo9/8OOF2fA7bIj9r33YJ+zAI3dbkU9mwOoPA9r7IVIrQFcqvkkhxPDPshA\nwvGjsFJyH7r54lGYvk9x5eIRYgI1WvVUuWuHVzTjXrjlP8AW5fMFBQZUJMWgX10unKpcJ8fVNXsm\n2Geo3MUuz23Ezu6JSLZrJyTyj3Mn1SS4n9GGFLsLf/TpIManiqc+u8gIBmBN3w548u8KDJQmIqlW\nJ8ZWmDG2wox0kx0Lh6SK7UPLkHorEr2eRnpPKNQcV9eMqkT/AepROk+A1/14ALu6JeDBc/sCEBOI\nQDwvubG8MzYNSwZ2xEdrizGqyoLf+6fgtdN64p11JejS7ER1orgW7txTgytyG3DnBf09E5XHpQnP\nyGoLNvdKwo/HddIkP2Cc46eluehqEedZnujPW5qHBIcbE28YBgCe72dUlVnjaqSeIB9X3+yZ6Ny/\nsxo/DtNmKD2jxIiL8g0YX9aEbWmJeGlcTzTGReHt9YoFYFCjcLuLcXHYosTvVoLDhcvyhIC4c3cN\n7txdg8KUGNx88UAA4snysBATcNy7qxrnFBlxeokJs07sij3dEhDl4nBGMvQx2PDDb/l4PyMNPw9J\nxZsbSjG2woyJNwzDI9sqkehwY+GQVMxcU4xFQ1Lx+chuAIDvlin3zs29ktBLmgwOarThnx5JWLEg\nC4zDcy4BZSKmJkW61jtaXZ77x1rpWgeA8wuNeGVcL4ysMsMUE4lvlyv7lS18aWYH4pxulCTH+Iib\ne3dVI8Xmwmcnd9M9Nw9tr0JXixOX5zbil8GpyE2NQ0+THYO9zm2yzQVTbCROrLFgcnYDXhrfC0l2\nF0ZXmT3XkfdDhVDoYHP5uMh6i+UvVxSgMjEa6SY7br1ogGbZWcUmnFWsrD+60oztaYnYMPcAvjyp\nq6ZvV5Ub2nUH6nGdyn1rfLkJfY1aIaO+zvs32lDUIQbuCOaZ8N78bx2+PEk5r5flius12sVhj1L+\n3xJVx7N2XhYePLev5/wm292YvzgXVYnRuPe8vp7vr7N0Xdy/swq1CVHI7BwPQLg+eyMLWPW15o+R\nqhjJ6w4IcfnAzmp8cnI3cMZwVrF/j49eJjvKkmPw5voSz33s8isH61oKAWBSfiOaoxj6Geya+weD\neODjZgzG2JYnIAHEsU+8YZjPffX8QiPOL1SOJcHhxinSA5IRNc2eWFFv66m3ZXJydj0WDekEAH5d\nQKNdbsS6OJpifI/lrGIjdndN0JxX2XW6t3TPSLa58InOw78JpSbUxSvfvcy48ias/inLpz8AnFBj\nQb7NicMtNdHRLcK8mTxZiBpZ9NTWCivMHXdo++lZz375Rfv5mmsUN7BgyO5T3hnnZGtAriq40182\nJNkqt20bcO65vstNJl+rkbztm28OPcYMAN58U0yi1YIoEI89Jibc33zju0xt+dq1S7ts8mRFFFVU\niEWiYl4AACAASURBVM9xccJt75JLhAADgCuvFHFJsgVo+nT9wk7//KOtgPvxx8p+r7hCvF+wAOjX\nT7vesmXKe1kkqV1R1e/ffFPZ5uTJ2pi4Z5/1HdPUqYHj8PzhdovzuXChtl1t9fIn8rOygJNPVgQx\nIK5BWUTX1wsLomx9HDtWWPNk9u4FHn7Y/9j27wemToXdZYfF0YyOcSmiXY6HBLQCcMoU5b064czi\nxUBpKQw2cRNOUe3ig6Wv4YXGcpgfeBt9+yixlQWFgN0GDJ09G/9mN8EdacWWAY/j89t3wZLVB/PW\nrkFMvA1piT1RtbYIZ058EAUpWqHncul7fW6ck4mrL1N+ED9dVYSqRN9b5CPbFcH61q4vfZarieTi\n6aIzRvv/5y9BxTlFRo8w0kMthBT3N/HUMFqaeKYbbXhps2hb07cDLlU94V6ySIn3vKDAgLo4cXyX\ntdCVBAD6GGz4akUhlg1ICd7Zi5HVFpxa3oRYlxuvbtQ+/exodcKgMxE5saYZV+Y0YFCDmBiOqjLj\nnCIjInWeWne1OPHLzzlCbHntd2S1BTu7JyCrk/JDfkVOo2firCZBstyoY7DOLTTghS3+098HWgZA\nc7wZlWa8sqkMD53TR2Ph6WF2eJ46yxPJ+3ZW49Ry7QSpn8GOVzeW4rmJvXH/rmpc4xUDkeLHgnWO\nFBMzusqC0VVFeOzMdLy3rgSOCIYV/cX3+ei2Svw8JBVjJSvU5TkNHpc1+UHCjfvr8PnIbpi+TRtn\n+b/f8lGWJMQ54+L8yQ8UHt9aga09lAxxPU12dLC7cECaWHnHCemRYnXi4zW+vwU9JAvK/MXit3XW\niV10178hsw5nlBjxycnd8frGUtx6UX/kpsYBnGuslTPXFGPSVUMwT8eNdtnCbEy8YRg+leK8fhje\nGd+oBGEodNVxQxtR04wYt/a+sWK+1mI4rM6KYZJb4kX5jQET33y4thhfSeLrGtWxjay24PpMfddO\nmTMDJIKYvSwf69OT8X9eYjbJ7sK1B+o1sV337K5BXXwUfhjeGSlWJ372SmyhZ23vbnYg1qn838nX\nT68mB75cUYjfBqRgVb/A957RlWbs6RqP3pI1u7fJ93yrXdnU1pmeTQ70MtkxwODfojaixuLjYr1Y\nJ2mLPLsb2GjzWNk1yzmwVLpHT7xhGMA5nv+zHNUJ0fjipK4eodj3EFt3bturPz/cOCcTK/t1wA/D\nfUvcTN9WhUVDOuHkKjNmev0PbpyTidzUWAxotCGCA3/1TMRTpyup8fsYbD7WLjVJdheuPlCPE2qb\nNffDeIcbd+yt8dzfJk0ZAlOIYvWzVUXYHBWBh0Lq3XYc3SJMHXcjk5srrBe//qpYIr7+OvRt1tcL\nK0+oiSUqKkQsDaDvBgYoboJAcIuUv8Qg06YJYaKeeMsEE2CnnOLbNnmyEInfh1DzRz3h9oZzYSH5\n9FPgrrt8l3tnMLBahYvih14FX9Xuiv4q66oFmD9+/VUIcT2xqz63O3YIa1Cq14RYFjLLlmnFmx5f\nf90yASaTk3PQsXJOtxNucMTs2aNYtXbvFn8ycjyjjB8B5uJuRDAGNnUqbC478urFj45HhOlgcVgQ\nWaW62T7/vPJ+5kyYe3RBmVEsT9m6FVXTpsD+6f95JrBGewOAVHC3EE/yV1RZ7YY9XrhLjLV9haH/\njUSK7R/wCJGdsMhWjqhYG+7b6Tu5CHRK1a4/yXYX4lshbiTVGtj161OdoP3OIbiB9TWK7GXuEDMM\nR7u5JrYhXNKa7BjcYMPrUszRpPyWZb1Sx6WoWbpIP/NcV4vDI8AAoJvFiRc3K9dYZ53g8uv8BGYn\n2d2aQHHveBxvHle5DgUTWd4EsiQCwvXOe5KvTqqRbHNh2UJ9tz1AWFT9uar96udcevOe9F1Eu7Xu\naW+qXJPkxBHe9DLZPa6ymnbJgnHvrmoR9yFxeW6jJo5EPvbHzkzHGaUm3QcDZ3tZIzKq9M8p48AU\nldDwN8mUxydfw09trcCPx3XWXE+AuBecGcASMlMlHkIVYBcUGFCaHINxZSaM8nMc/uK+9Ajl/+9O\nKaFER9U9qI/RhnEHmbDkjBITzigxoSJJsYb/tjDbx8IpC9vzCwzY0iv0FO3HqzIynlirnQNdnG8I\nKBIBIUB3dE/wuGrOXuY7f7t9r35c98QQEvacFOR/WyaYu+E5qmsszexAot3lsVqVJ0XrCrdAiVIu\nyW1ERBCXygeDxEudX2jEpt7JussuKDD4JNqQrbXqe/Sp5WasV7mk//Bb4Plzst2tG8d1RW6D5gHT\n9QfqcPO/dXBGhPaj1+kgEo+0Foy3U7rc1oQxNgrA9u0nnohRx0C9IwLAf/8L3H578H79+oVuwbzg\ngsDxb4czkjvg/tpMgAPDuwZ3x3C4nWi0NqJLQhcf9zQA2F+TicSYRPRN6YMDtVmebIfDuw4TFtqM\nDDQ7rSgzlaFDTAckRCeg2CAEs/ycYVS6dhxFhmKY7eIJe3pKOkoMJbCnJsNdofzwpXXshCpDPTgH\nYi0DAbhhSwjvSfOxytnXDtXEA4TDLRf117h4qZl4w7CQA9KPdI6lYz0YSpJjkO4n62V7sLVHosd6\nR/inNDnGYyEiWsZvA1JwcQsfQh1O+/DHm6f08MRPtydfj+h6UNk5Mx1u3CTiMkdzzncE698WHN2W\nMKfzmCg6SyA0AQaELsCAI0qAOd0uVJkrYXPZMaBjf8U6GeIzFqfbiZw68bS8U3wnRDIlbtLFXR7B\nJQsm+TPnQK2lFl2k1PgFDWLSXuvUf/JsdzuQW5eLDrEd0DO5B8x2MzgX1qkSQwnsDiC23gL1s87K\nxnqP4dKWoJ9Vj9CnpQIMgF8BdqxBAiw0DicBBoAEWIiQADsyaC8BBuCwEGDAoS2PcLhwdIswgjgG\nsDiaUdhYeFDbcLgVM73DZYcrIhIRiEBURCSyarUuUKWS+6DdAbhdQDWrQeqTT2iEmwyHNulDbl0u\n7Hag0W2EUYoFk4sbR0aK7Vm5r7ve0WevP7KRA+0JgiCOddpTIBFHNiTCCOIIx+7SDxi2OpV2u9uB\nmIhoON1OREVEwe52gIEhgkX4iKf8BlWWsShfS7LRZhTWK5VWyqrVt7jYrNCoMNnqZbeLHCzqkl9W\nabi6NZ1JhR1WPKETm0AQBEEQROiQCCOIw5wqczXiouKQEtsBHEC1uRqd4zshKiIKbnC4dFWLSIoh\nU24sQ/ekNBQ0FKBHcg9UmBT3giFdhnjcC72xO/VdVWx+EkXZbKICRHS0qkIA1y6XsXrHnJPQIgiC\nIAjiGIFEGEEcRlgcFhQ2FmFol6FwcRfy6vMgJ89J6doBxYYimO0W1FnqMLzrMJQYSjxxWjL7azKR\nlpSmaWt2WmG2iwxYagEGANm1/jOuhQKXfA6Z9N7l8q0hThAEQRAEQSj4BnEQBHFQWBwW7K/J9LFQ\nNTut4ADsLjtc3O2Jw7K7HdhfkwmT3YS6ZpF+1eGyo7G5EerspftrMmG2K9YtdWZBb+qa6+BwK7VQ\nOOeoNoce1KquretyiRw3gKhtbvcyjtlsktshQRAEQRAEERJkCSMIAFanFbFRcbqp2cPFYBNBug6X\nA5FRolCw3WVHQUMBYqNiYVPFanVP6u5xGywxKBXp86W+gfAnwOR911kC1zzyxuUSyTEAURA5MgqI\njhLCC1CEGEEQBEEQBHFwkCWMOOZxuJ3IbyhAnaUWbgiLkTuMACU356gyV8HJXWi0GmBzKaai+uYG\nHKjLgklyBVQLMACoaqqCyaZfDNK7b2vCuRBbVqsitvyEifnFJ8aLIAiCIAiC0IUsYcQxj5yUwuay\nw2g1oNZSi5jIaHSM66jp5+JuRLIImB1mxEcnIEKymzVaG1BnqUedpd5n25VNIotcjbm6lY9CuAm6\n3SLroIzTKaxbLICJzzt+SxZhbjcJK4IgCIIgiNaALGEEoULP/uUGR7GxBFm1WTA7zChqLEatKr6q\nwdoYdLtu3vqp/9yS5crlUhJkOJ0iZksWVrLgcrmVdPEOh+JySBAEQRAEQbQ+ZAkjjlk4RBKNqAjl\n36BZis9SJ9UoM5aiySbcCeXaW3JSDRd3+3UbzG/Ib41h66K2ZjkcwvIVpfrvdjq1MV0kugiCIAiC\nINoPEmHEUUmTvQmJMUl+E21wAEWGIljsFk0CjEarlFRDlVmwSZUAo1GyehmsBvRK7um3SPGhwunU\niik9XG5fURXI7uYOM9aLIAiCIAiCOLSQOyJx1GF2mFFsKIHBasD+mkyPcFJTZ6mDRUr3rmfJqrfU\ng0NkTfx/9t47Po7y2v//PNO2aVfSqktWlyzLBmObGoNNx3QCBAimh14SIIFwSbhAuIEkpPBLLuEm\nfBNSgYSbClxqGhBIQnwTbgotgDGm2LjIVdJqy/z+mJ3dmd3pO9vk8369/LJ2pz0788zMc55zzudo\nZeK165oVSfYL1XuVTuuNqunpAkPKyOKSzQ0xquFFEARBEARRXcgTRsw6VLXBlKzE363f+T6igRh4\nlp9z0Hq6VLZmvWAqL298CVapXOX2gqnHTiYBZJubk5CfAUQR4Djz0MIUhRwSBEEQBEHUJOQJI+qS\nzdMTeHHDS8bLpiYAAGk1byuTzopqTBqub0YFtDQMj6kWQzbyWBXmfiUqp2JPEARBEARB+AQZYURN\ns31mB1JZY0rOfpZR7LUCgEQ6kRPMAFAkGb9myxqk5QzScgbbZ4xrc1Wa6Wm9ITWTVEINM1UwAAmC\nIAiCIIjKQOGIREXJQMbW6a2IBaLgmRJbl8ykIHBCkYjGlukteHf7ewCAkBhCc7AJ725/D93RLkwl\npwAA72x/FzuTOzE3PorXN9urEb655c2KFkF2giwr/xIzyCVylTndjCAIgiAIgqgiZIQRFWXDzg3Y\nNLkJ721/D/PbxrFhcgM27NyIeCiOzoYO3bqqAQYAU8kpyFkLRfu9kUfMimoaYGoe18wMAKY3tArD\nCklCniAIgiAIYvZStnBExtinGGPPMsZ2MsY2m6yzN2PsV4yxCcbYZsbYY4yxhQXrLGSMPc0Ym2KM\nrWGMXVuuNhPlJ60JFwTy+Vubpzbj7W1v576XDbT9ppPTpvudSk351EJ/UFufyQDJlL4wsiyTp4sg\nCIIgCGJXppw5YSKABwD8l9FCxlgEwKMA3gSwD4D9AWwH8BhjSpwaYywK4HEAqwEsAXAtgJsZYxeU\nsd2EAzKWlajMScvm+ujbEtuxdttavLFlNV7a8LKr/a6eeNNTe/wkIys5XakUkJhWDLGZGSCdUmp5\nAVSjiyAIgiAIgihjOKIsy58BAMbYOSarzAPQDOAmWZbfya77GQD/B6AfwBsAzoRizJ0vy3IKwEuM\nscUAPg7gW+VqO2FNSk7j1Y2vAgCaQ83oaujMLZtKTWNbYitaw625nC+VyeQUtid25D4bqRVql9cT\nak0vAMjZWRo7leTiCYIgCIIgCJVqqiO+AmATgPMZYyJjLATgAgAvQvGOAcB+AJ7OGmAqjwMYY4w1\nVrKxuzJpWe/3Smfy3qyJbDihyuqJ1dg0uRlvblmD93a8h0R6Jrdsw+T7unXXbFmj21e9kk7nDTAt\nJB9PEARBEARBGFE1I0yW5R0ADgZwFoApKKGIRwA4WpZzGTOdANYXbLpes4yoAK9sfAVvblltGUr4\n4oaXdHW7EqkEJqa2YP2O9cjIsqJiOOOuTlclcRNcOT2tDytM1b8dSRAEQRAEQVQQV+GIjLHPAbjO\nYhUZwLgsy6862FcQwLcB/B7Aadm2XAPgEcbYXrIsl+xHuHrtWjTy+pC40+NxnB6Pl7rrWYkMYHti\nO6KBaJFc/FRyGm9MvIGI1ICYFNMtS6TNL9WOmR14eaO7/K5KI0PJ4RJFgOcVz1ZBt0EmK6zBZ6ct\n0mmAy/5NIhsEQRAEQRC1wWPTKTw+rZ8h3y7XXgFWtzlhXwLwHZt17Is1KZwBoF+W5f3ULxhjZwCY\nAHACFFGPdQA6CrZTP6+zO8Advb1YEg47bA6xLbEV72x7F72NcxCVokXLk+kUtkxtwdbpLbrvndTn\nqmmy92UmA4Bl5eFZ3uCSZWAma2dykvJ/OqMkKxIEQRAEQRC1w5FBAUcG9SbOS8kMzpwwV9muBq6M\nMFmWN0HJ4/KDEDQaBuohsv/UMMk/APgsY4yX5Vws3BEAXpFl2V2BKMKWDZMbAcA2T6sGJxN8I/fb\nNL9Rm9uVq9+VXT5dW/czQRAEQRAEUQeUs05YL2NsDyhKhzxjbI/sv0h2lScBNDPGvs4Ym8cYWwDF\ny5YE8NvsOvcBmAFwD2NsPmPsNAAfA/DlcrV7V2XT1GbMpBQRDaMaXbOZtMbmVFUMzfK8tAYoyc0T\nBEEQBEEQXiibRD2AWwCcrfn8l+z/B0NRPHyFMXYcgJsAPAfFK/ZXACtkWV4PALIsb2OMHQHg6wBW\nAdgI4GZZlr9dxnbPWtJyBmk5jYmpCUxMbca81nm5Zet35PVPJqa3IMAHEBZ3jVBOI2VDOWPv5ZqZ\nsV5OEARBEARBEEaUs07YeQDOs1nn1wB+bbPOPwAc6GPTdlnemHgDyXS+YNXWxFbIsoymYJNuvenk\nNN7csgYBQUJQCFa6mRVjZkbvzUqTyiFBEARBEARRAcrpCSNqDK0BBgDvbHsXAIqMMJVEagaJVH26\nezIywBVKPBauQ+GEBEEQBEEQRBWoZrFmosxMp5yp/L+08SX7leqITEZRM0xnjazpaY2gBkEQBEEQ\nBEFUGfKE1TnTqWlMp6Zz3qxkJoXXNv8LEh9AIpVARAqjO9ptaZDNNrXDnMChnM/b0krKp9NklBEE\nQRAEQRDVg4ywOueNidUA8iGFW6e3QJaBRNbo2jkzibXb3sZ0ctfRUk+qEZSyJuRQLqgDRhAEQRAE\nQRBVgoywXYDZaIDJADJpgOfN1ylUPSQ1Q4IgCIIgCKIWICOsTtma2Iqp1Owzrpwyk1DCDbVGWDpD\nYhsEQRAEQRBE7UNGWJ2iKhuqpDIpTKcS2JrYWqUWlYfpaYDjlH+Cprca5bElydNFEARBEARB1AFk\nhNUYGch4f8f7aIu0gWfOxSvXbH0rlwc228hkPVwcr3jAJEm/XIZSXJkgCIIgCIIg6gEywmqMHYkd\n2Dy1GQIvoDXUgkR6Bhk5g5CmaPKbW9YUbTcbDbBkYU5X9idqc7umd92ITIIgCIIgCKJOISOsxmDZ\nAsPJ9Ay2Jbbj7W1vAwCGmofAGEOAlzCZnKxiCytHOmW/DkEQBEEQBEHUG2SE1SgTU1swMbUl9/mN\niTcAAANN/dVqUlmQZSCRDTHkNNGX6XT12kQQBEEQBEEQ5cR50hFRNmQAWxPbskWGmeW6RqGI9UQ6\nrYQQqiqGamjhzIzyL5NRllMtL4IgCIIgCGK2Qp6wGmDr9Ba8u/09ZKIZCNzsviRa4ysYBOSCZRkD\n1UOCIAiCIAiCmE2QJ6wGSGel/d7b/h70ZsmuR4o8YARBEARBEMQsZ3a7XWqQHTM7wBjDdCqBpmAT\ntie2Qdboq6/d+nYVW1cFdm2bkyAIgiAIgtgFISOswry1dW3u742TG5HO7DoKFOm0XnCD5OUJgiAI\ngiCIXREKR6wiu5IBlpFJbIMgCIIgCIIgADLCCJ+ZSRp7uCjXiyAIgiAIgiAUyAgrE69sehXbEtuq\n3YyyMT0NpNLFKV2qc0+WFQXEVEr5O5Mp2gVBEARBEARB7JKQEVYCO5M7sWbrW4bL0pk0NkxurHCL\nKoOctbxSSaXQMqAYZVoPWCKhGF6pVH4dgiAIgiAIgiBImKMk1u1Yh0Rqpuj7zVMTAIBMVvVw+8x2\nrN36NjoaOiravopA6oYEQRAEQRAE4QryhPlERs7gxQ0vYWJ6C9btWAcASKaTSMuZnOz8+h3rq9nE\nspHedfRFCIIgCIIgCKJkyBPmE6rhpRRczrNxFoQkqmGGHK+EGAYk/XJSPSQIgiAIgiAI55AR5gMZ\nyJhJG1simyY3Vbg15UMV3UimqtsOgiAIgiAIgqhnyAjzgZc3vFztJlSUXai8GUEQBEEQBEH4DuWE\nEToov4sgCIIgCIIgygsZYUSOdFrJ70pTTS+CIAiCIAiCKBtkhBE5cgWVZd1/BEEQBEEQBEH4COWE\nlUBqFiVHZTL5UMRUSjHAUkmAIzOdIAiCIAiCIHyFhtgeeX/nBqRnkRE2o6k5LcuKAQZovGMEQRAE\nQRAEQfgCGWEO2TGzAy9ueAlpWTG86rn+lyxT3hdBEARBEEQloKgiwgjqFjbI2X/bZrYDAJLp+i+S\nlUgAyRn79QiCIAiCIIhi3BhWjEbbhAGUE2bDa5tfQ0bOIBqI5r6bTE5WsUX+MT0NMAYEAtVuCUEQ\nBEEQRP3AGCCKyv8zNLFNeICMMBuS6aTu887kDqzf8X6VWlMaqVRxHTBZBqYT1WkPQRAEQRBEvcLz\n1W4BUc+Qg9Ql9WqAAVnVQyPdedKiJwiCIAiCKAlRrHYLiHqCjDALtLbJ1umtVWsHQRAEQRDEbGW2\nGC/kGascgWC1W1A6ZIRpWL/zfeyY2ZH7/NKGl3J/y4YuJIIgCIIgCKIUGKt2C6wJBgFJqnYrCC01\n3mUcQUaYhk2Tm/DW1rXVboZvpFJAKpsDNj1d3bYQBEEQBFED1OjotdYVBGvdUCTqjxrv8oQXUiml\nyHIqpRRdJgOMIAiCIGoPqh+Vp55DEp0aaLPVkNNeO1UxkrCHbn8T3t72drWb4IlUWjG+ZpL26xIE\nQRAEQRClEQhYl/tRbZLZGtKoy4UrhwE2S406MsJM2JbYXu0mOEKWgXRG+0XB/wRBEAQxyxBquMBO\nrXh0+Bo4R35fp2ANizFYeX8EoXoeIqtrUEtCIoEAIM5SI9UMMsIMyNSRBZNIAEltkcBZOltAEARB\nEIQzGKuv4QDj6qu9XqiWwSMI5h44bZuqnZPHGMA7bMNs8SiSEWbAyxternYTvFM/9iNBEARRSepl\nlFsv7SyRanl1RAHlO8ce9qsajGZeokJPjlXYH2GMk9xDqUY8uEYUGmezJZdylvyM0klmUtVuQsnI\nUPLBCIIgCKIQp7PMROWoVHia9jg8X9+GzK4o+lCJ8FvX57WC16FWQnz9hh7JWV7f/Hq1m+AKWVYU\nELUkSAWRIAiC8IF6HqTXE5UaXM4Wz4Hf1HJuoRbGrMMZq/E76uXc1TJ0W2bJyBn7lWqIRAKY0eSC\naf8mCIIgiFLYFb0Ns41qGF5CDQk9eMFN3lY5jRAjURUrg50MovqEjLBZQqFXjCAIgqgMTpLEyaiZ\n/XhVIwwE/O0foqj0yWoYYdUWd6gUkuT9mjkx9Gbj86KWlBhrhV3kdiEIgiCI8lArA6ZytUNMdJS8\nj1o5R+WE8/gbGfPXeOH5XeN8Vxqt7lkpBq6XEFQ/DJiyGeVl6muzRQHRCjLC6hCZFBAJgiCIMqN6\ndlimdBm/esxJcjsI5HlAEL0NmL0acPUMGYqVpVaNGo7z3hfqvQ/V4WPRf7ZMb6l2E1yRSFS7BQRB\nEES9Ue8DlnrAa05Uref0+Fr4OdsPqT/WPm4mFLz2EUnyLgRUCwXJS4GMMAATdWSEkReMIAhiF8fj\n4LXWB/pE+TD1RJr0pcKQOa/2ki+GVnYf9T7gdoNv5ST8NnQt9ufEm+u36qrA166HzwllMcIYY/2M\nsW8xxt5gjE0yxv7FGLuZMSYWrNfLGPsfxthOxtg6xtjtjOkjoxljCxljTzPGphhjaxhj1/rZ1u0z\n25Gq4Rph0wlgeloxvmSZvGAEQdQ+NMNdXqpV70sUAa7OkusliYxPoNijwaCETgayAh6FRppfIgqe\n9sMAyWCwPlvq3AkOrEm/nqF+P4q9FHTWGUk+NGg2vV/K1aXnQTnVFwKYD+BqAJcAuFVdIWtsPQJA\nALAfgHMAnAvgFs06UQCPA1gNYAmAawHczBi7wK+Grt36NpLppF+7KxkZeaMrk0EuEzSRIAOMIIj6\nYDa9JIk6hyE38BNqoOBruXPjAi7S94SsgEcpSn92cNkdO91/IAAEK1ijzsn1MPPejLXONd2mlPNZ\nCY+fkIz7ti/1p6q/udAjRu8Dc8ryOJBl+XFZls+XZfnXsiy/KcvywwC+BOAkzWoroBhrZ8iy/HdZ\nlh8H8O8ALmeMqV3wTAAigPNlWX5JluUHAHwNwMfL0e5aQC1XVlgHjCAIol6gly5RCuWqNWXULf1S\nJTT1+FTwXggEKno4RzQFm12tX/Fnh4PjmbWJZzwagzF/2wNA9GCEVeuZq5ZDABSDNhCs7vOf4ypX\nAN0PKuncbQKwWfN5PwB/l2V5o+a7xwE0AligWedpWZZTBeuMMcYaS23QZHKq1F0QBEEQBVD4F1HK\nQKyS/UfbzHJ4qcy8Oka/UZK857eUojDnFqPjcJzz66ZuXk+DZTM45n7GoByXabh5OPd3IAAESxc0\ndURhOYRamASop3pkFTHCGGMjAK4A8A3N150A1hesul6zzOk6nnlzy5ul7oIgCIJwABlmPp6DWhjp\nGKAd/PidgF8J3Kq0GV3P0ZZR2+2CQeNtjXKznFLJEgBGx7LLvTMaGKuD90oZj0XtLuNxK12TS+Kl\n3EI357Pc/WZXElPxgqvTwxj7HIDrLFaRAYzLsvyqZpseAI8C+LEsy/d4aqVHrl67Fo0Fd/7p8ThO\nj8dBIoMEQRDlwWgQ4Gcx2nrFj3MgSopAQdpET0r1iKTTpR/LLaJY3uNyvPLbky7TuMNcE7bBmQpy\nqQaBwNXeqLPaNdpUr0wqVXx+Jan87RM1tdump/XfZQoGg34YhIEAgDLcgxEpDFme9E0foBIGkiiU\nX9Wb45R8z1Qy35cem07h8Wn9Bdheg/Libi/BlwB8x2adN9Q/GGPdAH4D4PeyLF9csN46AHsXfNeh\nWab+32Gzjil39PZiSThsuGwyudNu84qSStFMMUEQBGGNnUKcGs5WOAAMBoGOhna8NxHATGhteRrn\nEJ73NkCVxKxgVY3gZcDuRl2S40r/vYFAbedo2hlgVuMijgcyNv1IEAyUIWURgLElr7bHyb7NVsOT\n6wAAIABJREFUKNf57o52Y6u4FW8lNpS8r8ZGYGcN3UtaRFGZsDI7jUYhuwKfDY3Mfj4yKODIoL7z\nvJTM4MyJaV/bWiqu5h9kWd4ky/KrNv9SQM4D9lsAfwbwEYPd/QHA7oyxVs13RwDYCuBFzTrLGdMF\n3R4B4BVZlre6aXsha7a8VcrmvpJOK0ZYOk11wAiCIOqBWgmzcZP7EQ+1gEs3lK8xZaAc+R1Fg/KM\nt9hJwxA7i/WDQXeiI37UPyq7ASZXJwEnGPQml26FmUEYkSKm2yhhgB7wcF1ETkRruNV+RQdwWbe8\nyFc2MY8h68236DY8rygsmvVdxoCeWHdR6G8NzzWYUq46Yd0AfgdgDYBPAmhnjHUwxrRerSegGFs/\nyNYCWwHgPwDcKcuyOkVxH4AZAPcwxuYzxk4D8DEAXy5Hu6tNMuk+zIIgCKKW4FNRH/ZS+uuUSxsP\nnNzmrZhhp2AmzLQ435kJfifXl3OQohoMpYhLGOFnqBpjimeoqBCxB0OiEt6l3sbe8h+kAGmq8ses\nNHyyZF23HPFQHIPNg77tr1KInDLx0Bxyp17pBzyHkh9GIidBrMHQX7eUKxL3cABDAA4FsBbAuwDe\ny/4PAJBlOQPgWABpAM8B+D6A7wK4SbPONiierwEAqwB8EcDNsix/u5TGbZkuyYlGEARB+Ix2UOuH\nIScmCiPZFazCwfxUaxNm2n3ZT5AP+bKfUtAaVYU1gHLfc/n/1b/LGmLvYhDXHIkALBvi5GC7YLBy\n6nJWRCX3XksnhYArTX9TX9n27cVIF2baDL9nDobEwZ362mAMQEiw7iyVKnDOpYvTb6KJccttWAnW\nkMScPZvmtowBqL9C75WgXHXCvifLMl/wj5Nl/XSTLMtrZVk+VpblBlmWO2RZvi5rnGnX+YcsywfK\nshyWZblPluUvldq+d7e/a79SBamlGHeC8Mohp41VuwmEBbWcF+IWrwIXouR87O67R4ABXhShBts7\nKy6sUOgRjGVLIblthyAYqw2W8nvUOkCuwvpEDsESamjVYr52NYxE0YGH0+g5ExHNw/lKxU+vq6Me\n4tJryvHFYZNuZe2dGi/idI+r/eb2n464/13pEGKc8URXISLPIRi0z2fdFaFTUkUysqLUUw0VK4Lw\nm6TZFDlRdRirj9opTg1Fr7kgbgYB5cyd0l0Lm99cyky1X0iSMuj3y5AvtS9GApW3QGZDTatSMXvE\na88Nlw35DAT8NpDqE6NzFuAlBBPOJnkYc/68Y7L1DRoLGEcYSFN9RR4+I8SEvjKUyEJoDjU5a5wR\nFconrOUJSDLCqkQiYS4xTBBEbbOryq2X2yNQ67WlzIwHry95s/Mpit4H/VGTgdZsojva7d/OHF67\nasu8VwPL/MnssqDcXCx0whQ5dY4DmoL+5V/VCmb5poUEAsbnsDPaBSHdkFVpzCMIitS6Fj8NiDmx\nOfljMcVCdiIsEghk+7/MoTecj3hhALoaujy3x5/8YXvy75Xas8Z2ucdKIu1TgQWPTCcU75cskweM\nIOqV2nuUV4ZS0k38PGeOBiay/683s+OGpXBuuelg3UUoIsflDT7eIhZJmGnFUPOQ7rtYIOqbUMBs\n7uduB7eqqIfW4OiJqeFf1T1TolieCRIrw1MVpjHLo+KyGwse1fcYACHhT16lFj9S5qSpXoy12off\nm/UxwSQckef1YbaSD97EoMnElsQFMdoyUpR3+Ifu4giA9oa2fM5njc1A5u/B+qS2zmYFSKRmqtsA\nkqAnCGKWob6g+ZT5rLdWsKFwu3JQOMvsB2btdRsymMtrcjAgFDkBUsbsvDIEheJRll8mgSCY53UB\n1Q83K7cGhTKI5jAnMqT5rMKhITuALRSBEcvUMFE09h74GWqs9fJwnH0fZa7LzTqDMaA9HnR0j9j9\n/oDmHvEnap6Br4AxUmpbAwGg28JpLHLKMzKqsbuMIhp5lzlslaQxENN9rrTkfqnsUkaYDODtbW9X\nuxkEQdQpu2JIkhPU0Dk+aZ0fUA/nT7IIiXQ67hKSeXl6bVhhi5QfEbkZOHPIWztB0ad8KIcDPMti\nuVxW8t2FMSYmvIcvFe3LoBCvnzAGLJozhmhD8YVnsjIQD+4YA5/Uy3yPxkeL1nfKUPOQ4X1iVHTY\niM5IJ6IBvTejKdiEea3zHLZA3zHs7lm7PCQjJMlZuG00atSiYkTRWqhEmAVS5jlcxClbeuY1zOkF\nxq1FFOuOesiBBnYxI2w6VVuVsgliV+UHC0qvoUTUBjyf9xAUSiR7LYLLGcz2ezHgjMYrdmFovsyU\nZ/IjAKeDASOvUntDcTiWX0IdTn9nZ0On5XLG3AqeVF9y3w32YYv+DqOCQgCSBKjaI3bexsL+FRSC\n6I3pRR8YA7gyqROEilXRbXErFMTzyuRIOSZxtGfFrvafH4TF/AnjZ+JlOUaDRXFpIxjy52Fz0OlJ\n4Mqaw1vo4W8Nt0Ka6oOQtD5naj8XxfrI3a6DJvpDBjJWT6yudjNqho8cWX/FBQl/yVQxjeGNxtpV\nYLB7yHulXKFbvqm2OVCqYsiH+akeEr9nHIM7xsGl3Xl7XJ8Dk74/t3UuhpqHEdhp7Mko6ZaxM/4M\n3satIWWywun4WUjH0CD5m+weL7GYq9p2r/2klpXNvOBEOEXkBdPuEmvMh4cGg876vsSX53kbDAJN\nPuhuOClK7XTSQJ0I4nkgMDlsuz5jeU8aL+T7m8DKY5H1aWqmletdY0Wh8EchD33AfoJUnO5GJNOd\n81TyHI//G/FXTbYw15Ux5kgQpTdWXJOuO+qf991vdhkjLEVShDr+Fa+BSpREVfn2QuOClbs6LFNs\nLZkNyl3t18NgshQDx23NGNGn4sJW1Go4oiqpLTAeEieByc4GYDyfN0a99pHQ1JDtOmrXsVNmDyZ7\nKpKr4pZgMH/tje6vSjC3ZRRzW+1luMuNYCK00hPryRloQ83DGDNpqyDYPEuyyxqzqoQ9sR7EQ9aD\n/eG4aqxU3uLtbOjI5dYVIsvAYPOgS/EF5TfwPMAyzu/j3NZZAZaQhS58LGa6yBau4BzzfH6Czpng\nUF5YwPXEXtze6Evz9o3gU40IaNyGYy1zMX7v4xhpGcFg84DLRvmLZJATZiVuVG1q72k9i6GizMSu\nxK/7S3hT+ci/LZ9jv1IWLmM8ynU6KDfF49imFCOMT7k7/3b5XG4xMkq0RljJ59RHGPNmJGvFNdz8\nngBXPKP7zMLKSHm7DiFautTwa2na+X2lx9+BviAUi75wXPFhBE4wVaWzwzgE1PnvEAT7AXNjIIbe\nrIQ4f8f/V7IYghqWFeAly5ZKgoRAVqacyTyGh8zzq95q89+jFg/FLdsXEoJF4gvlhjFYPhCchi2+\nNifkyADgOG/Ft43Ejiwp/E033qj7KPIiAqKE72vSBZzaL4s6F0HiRISEUK5tgF4UpRQMr8bll5uu\nz9fqjF8B9dHKWUA6A8xUWZiRIOw46kNzcctSf2rw/K3N/9wPL3VFnp1jso1B+F0pMfqMmb9IPQ87\naygUy3bW1WXhTWmqOGzEKzxfHJY1f7y2QtmkdD6sL8Rp+6TSyN8tMjeCw2HtmqUxOAhEwi6ulclJ\nNMrbqwaMAWuGC541TC/1rSXv9XGOwAmmhW4dbS+4HCwvX26/T17A/LZxR1LpbtA6Uo1yEp2iGrzl\nuAVbwuYhc2YTaW6JiaVPSn1+ZV/Z6/aphdQVOPDJJnTY5HHmWLJE93EkPoKnLv05Hj6yHX9vC4Hn\nlXxP1aBh4MAx5ZrGbaKURdF6wsdt7q2h6uF55xmuO79tHG3h8kd2+MEuYYRlIKPS2vDpdN5rPD0N\nJKtggD0wr/LxxkR9s0Pi8eRA7RbXdFok0xdqaABvRW6M7NIIcnsMW5U0g9eJlUy8F09YMN1hukwZ\nMDBIIpdT6zNrs9dJ0hkx3ylGW0aKlscDSvtUz4m2vzKTumUso5yj2D7LTI8bCHqbKTeCY8CQmzpi\nPd7q8Pz4EPeDoDUxZ/FVOw85QPf5heEGBNPOBp6BmDJ63BBVzrtTQz2SDZnL1UvK/j9ocir9Crvs\nDA0gsFNvOHY0dKD9g2cCgKfwU7WunR0R0fx5GxatJ9k6GjoxJzYn59GLWB3z8MMdtQdQDLCOiHHf\nCkwOG9YWe31+vm+0iU77vkHH8DCMLIcXTxTNJ8XERFfOs1lEYWfv1N8zDIAkCLlJH5VYoBGNXLcy\n8cIUJcUGBylgVveWmygPaXIAsUDtjktKYZcwwl7e8DLe3fFeRY+ZTCr/qsmjg7Oz01aLz+1b2eRO\nvzxSFYMxfHqZsxAl5wpMlUZ5ywYCxkUuc4N3jwZaYNIfQRz1BcZx+Znr4M7y5bs4MVqYgRFYKF/N\ntG9lmUdD2p03rL2Ns/TIhUM8AhKvU+szartkM0trhk5JjdMbmPPHgaZYYb920lEYgjvGsbhrsev2\ncC7UJ7VFVgvbbsnAALyMPte2uz/Bn142B+812LdtcvkHXO87R3Z2VJ0DcKPsCGhy23LFa43XcxsO\nbEaQC4HJ+k7fEoqj6Stf92X/VhhJu3OZIOKwz3/kGefce9iS92x97WTvxXfNDN+kJKC3cQ6G48OQ\nOHezGaVGtUXEiKG3Ui0l5zVXOF88meGvow5FMRgDD8G6CLZBgxiAIPM2nrT7eYGdxZNZhXCZUL3M\nibpmlzDCAGByZrLix8zIlAc2m5gUOZxygv0Dwy9q2SNlxtO9zl66f+msnEer/4V7XG9j9mJUjR+v\nLwTmU6hMOSn87ZxBqF8hHQ0dOHfkVQDuksWFTHE/aLfQi9EOPkrFLA+sJnQtLDtY3iByExLoJQyv\nVpnafx9X6+tOZ7PiCZONBpsF33VHu2t78Dd/fll3L3KCMtGjlZSXOfCaAs0RE1ENr0xLpd+ARl6W\nqBTVeYgKr7UZfjwPjLyVqmfbdd5vQbu7ol0IdNurS6rbdoqjujqGpquazLv4fT8wWURT0MFYp7k0\nldZapRZeN7OOnHiNXN08sC2B6inCpPwpS18z3LK0G7/rjWJdpL6qsVviQ4Tu1ir2MaeEty80/P7p\nOcYPda91jKwSmEuRp690frFWwphPRR3F7kcDUQjJFoSCQIPHFAh1MNLa6jwZvJBmAxU4q/MXCBQr\nDjIoXq1qoI6vnDw9OcY7ETvLIdZowVo+pR+AhbY7MCw4Dl8/Ue8xaW7KX+twxjxsFbvvDgB4P2r/\nLHc0OKwmLt0oTrwOhtsFlEM9upfS4bSvDq5KsxbrWswfqtoaURwHGNWT7g6MoL+p3/IYgckhtKBy\nE6+OkPUv7sZAIz40/0POti0IP6yVpNm2SH7mLcMpNcFU6kRfwzOz/OdVh0Si2i0A7htvwcZw9QyG\ne8dnVzHeJwcaa+aBVUucd1Rl682VIgZgNrDXzkRuFyOG3iq7kKVA0Foxy6rrWOX6OFHtK2evLDzf\nbm+BF1osBsMAwID1ERHBoCJeMN6mWD8pTsSyle4tIbWulhZByEvQA0CiYKbdj/MXFCrv4QyHgE6T\n08s0A2MuHSlBydCaR/bTW4ET0eKb4O9D1l7vwppwwkyryZp6/jRfH+6nzZMJyhbWaW8vgmIQP9/D\nW850VPJXRbSSDA0KnsJwExKH3y1uwu92b8KrTWX4/R7erRsarcc3DMDYPPNBPM8E89wpdR+ZAHhW\n/nGUq5/vU3Lo+wec5H+RRx/YumAE7RqjTJKAEZ+c+G7CtysFGWE+I1dW/8OU1Y3VqcVSbTaEa3O2\nt9YoVR78isP6cfIJI9jg0tDXHpe3aIJZ+JuZuIEX1PwB9SV9yREDeCVqPDPa0WkdluJ2COEkv5Dn\n8/s94xh9LSmns4Nf3dPGCHKJdobSCd+et6TgG7loEPhWVMLTeygeh3IZlFpjdlNR3pZzxluNDcMG\nqXLhteu6Y/jHYASfv2Q303W0g0tpqs/R5MV94y2mA3TRZLC6bfeCPESDC/haT96zzAv2Cf1rA3rP\nQ4gv3kA1ep2GlBkRzu7W6b2kHinIu/OUB4UgOp2q1Wn51KeAb37T/XYWqB4ttzy3IIZ7jlaeWZcv\nP6ikNrg+voMLNCc2B30OCj4D+XeLXdFiq6bEfHSQDjaOYrTFRT5vxJ9nzY4RkxzURn+9v44k+jXl\nGLojxfeK10gS7eRpYOcwxIS/70M/ICPMR6an3XnBVPXCh4b9m1n64j6duOqQPjzmQJTjlVlYsPmW\npd6TesvFJw5yGK/tiNrwxv1fexjvewjNFGbyngorzxHPo+w/tbD2zz9bQ2CFMZrZVZoagYA6y24h\ngNEaMTdS2kIeBmIm5IQ5SpzI5DiDyVCLiaTmYOlx+aU4lMOiM1U3K4xygZwiuRG0ACBOdyIo+vuc\n3doUwu0r+7C225/BWExWJh7+0NNges9JnIh5bfMA6PvLdftf5+pYogD02TwO7+r5LF7tzRs6g/Hi\nDfoa+/CVFV8Bd+0nXR0fQG6mVJRKcyr8ZLGzd017pA3xkPV9M2E0MXDSScCee+LVm+/z0jzfOaDv\nAPuVbJCk0kKzzYgFoqYFnwFgc0feaxptAIaGgIiLR4lWjXH+OBDy8ZYWmPf6daZcdZXx9/s4yKXU\n3BQcBESkiNIXPcI5+G084zC3ZS7G28Yx0DRgut7wsE7DxRZByP8ciZdQiyZP7bXIZ8rpmMpk8kZX\nOl3GA7ngwZFm/G9nxNFIxyhO2i/WuPDEPdtTWmLvZYf342dzy5e0uTFUmtfonah/bx03NVD+6NMg\nrdRQJiuxjmDQPCIip05YRun1QoSk0hdXd5uf5/ek/Pm47PB+PGNQh8xIpatRUvpoYOeIK/vS9PwE\nzWshqTS/e4rlcknKetwcekaN1NJKxeg5tLqhWH1NyjTrPDxmSpN2dXke39v5s+Lso4fsV7KAyaJu\nAOdnpIRxAWHnqE0Z6XM2GuWyx9O+WiI9A+iJ5VVcn59nrggoWrm+NSS4MGK7750/rskoZXn/cozt\nfpA3LxMUY7y/qU+XF6SdtRd5AfiAuQpjRpMs+Xj89KLlwkwLhGTcUrhC9aA+vTT7TDnqKOChh3Tr\nTPdZeEkqFCLfEm7B7YffXvJ+qpXfkyk4sJHyrRXVCDc2ZN99dR8jqge+0EjK5j1q+ch1Y8ARR+Q+\nJyPWk//CTBviGEV/Yx+wYIG39mpI8dZ9VeB4KDWyzdcLSNYRNFYMDgFzyhOVXRKz2whjDOU0w5LJ\n/Ev1J/PiRR6tXTk07sn+GH5sUqdMO+h6cKQJd+9hIYfmgL+3lT47rmWnyOHri/0r9OdHD1yrGnJZ\ng+SP3fkX+637uZPO9/u9fdpxw7hwxYDuO2mqD1xauS653+/xuG7juB8ebsKrJl7e7y9osWyHMKP0\nxbuPtSoPkN/B39vCmAhqLKHsjxUT5gNDq9pZRnAcMGKRG37TeQM4/iRjyejwtuKQk0KjTuQCCEzq\njY2XW/TnrzXcgq6o88HuxiblNxYaWE6NuLci9sZPb1cQTBaLhB06Ih2Y1zrPdLvVXSFMBk1efV/P\ny353dRmHHXHpBojT/pePaAoq7w9WQt6C1rOzrYyiORn1us7VGwhPneheZt+IQwYPLvrOtOabGies\n6Wt2aUsSpzxPI/f/FBGNdzXA5899RGwALrzQfCcMwGOPYfN1X8CP2z5q1DIIiQ5Hj72L97xI+aOr\nS/mnwZPh3tyM1nAbmoJNCPhgQPxrrK1ko98z84zv5b2693K3n2j5i4sHhMrmHElqAeO59uGMKYED\n+vtz90kqZD458PDxq9AwYTwB4XU889och2G8DgqVe0HgldIktcbsNsIqyH/t1+Gr0aUdZPtNwmZG\n4ju7ucv7MIQx3LnEPv72i/tUtvaWE94Pi5ixOUeV5nvZa6LWXUqzvIfpz10NrgqD+j0b+W5Uwsst\n+gcsl47gD+1DeD8s4PkuZbauVOOP44Aui7FvMAiAAW80BnD+kYPg0mGdMcRzwAvt4dwsqNVg108v\ncWF+m5exAIMSWmHGhEndtS1C8b1cbISJOm+j0XUSeLEoFLGVHzGthfTCiPL8kib1oWTtWa+QUZ0a\nwSS20ixPKRZTvIpcSu/xZVBq57hB4AWMtozq1MOam4CZ8eL7SprqLTL81JFNfqDq/iY7dcGpCCXn\nIDBVnJfodCbeY11l1/xgvsk7wsPDpanZPkQtGLRfJxOQEA81IxgEYgX3WDqq7yNd0S58etmnsjXQ\nihmJj6Ar6uDd1NqK6f0PRYorLdohImQNQR9nyEROQHe0qzTTKVu196Xd3OXS2KkOWjFVOHmQvSeF\nrAtEvRcGmgc8H6OWCYsh67DrUtzpmof/VLc71cfWVqAljqJCzo4xaHZRZM+qVcB++3k8QH0y640w\nq+6a5hkeXtqC6y4uLeREloFJTRmyH82L46xjSttnOUmXIB+v9RCd9MERQwWzP1ewBlQt87c285mf\nacH9NXArpmFW58N2u4xiNZSqPLwxFMTJHxzFRMCfyQnG7OtVaZGm+sEn84YDzwPdo5qCtYkOSAYD\nXsDdbJ/deS40erwKUgmC+zHa89FDlW0zxZbf44ONuOGC4pA+jlNetKon0wwe5hdjSuLQ0AAs71qp\nU7tjBq+ce8dbwHOCaXK6G9l2r0i8VCzhPjICMOaqDEM0EEUo3Qk+aeyKUT1VhbL4gOLRMbpOABC1\nqcUkCMp186syyIoLrJUpv7VHG84eXwVAzbXIc8s5/fjEZc7lzMJhYLRVWT/jsf0MwJaxfnQ2dGJ+\nW3HbU1HN+ZPlXA6KGXw2NMoz556L7XzlVRR/sawV6UFnBlBfo7tC6YDy/G3vUAbkQLHSKAD8bTii\n8y66bUPS5N2Yyc5eRaXye7SqTX9TP8bbxtHpIvpAh4MXRSbgTmCG54CODs1z2KXHakZUtuxoyBv0\n2vfzrsqsN8ImpiZMl533b/PwwMHteK+1NBdyIqGfnPhzZwRvNtrv82ejSgf8bV91Hio/mWscLrgl\nWDzomAjyOPDD8/Cj8Ra87WOOU6X54j6liyNccsSAo/XWWwhX/GCBe2+jrDENHh1yr2Ckhs2pRsBf\nOsxelMrDUhJR3pFvFlE0j/O2U7By4wGciAlFxlWhoaEKc0wa3AOmbfDpHHGcUyOTMxxoGsIYgjvm\nIZQsDobfGBLwVkfeGrhm+Be5v/uauvQGqu7EmVudavt/cUArmr/6Cdz0vTHb8Lq/dEaUXACLdUTR\nX0Wy3H6z4TwR0Z+JIwYld80MNVHcLpfPLYJg4CmSOVx1iPOBttf59ZAQwmBz3ph/bU4YG5rdvSNU\nQy4Xdl3wY752sr2L761jl7lTfWDM0HP3t2GnfcGixy5fjjVB85BYALjjlDl4bTf3Ya26oxY8fH62\nvA1bvvtNRw8lt4qejDEwBiz9QF6kyIgn9nYu/e+mDfdce5jjdQtJie5vOEkC4nGgrTBbYulSR9tz\njPM84W33PCw3av3BUiI4/zGoXNuQoBh7Cz9yPQaaBtBiUMvRDeqzWn121zuz3gibSddA0S4T3olK\nWLZyHH/uasCRH5qLoz7kQqbUBx4fbDT0ZP18tHgQkWYsl4j8WlP1ay1YiT1YsdqBcWzHP1tDOPeo\nQTzlsQ0q0lQ+VGuVS+/hU73mCfBOebMxgEsPdx824pfghxZ1UMqYfhwl8PrxhHbMtC4i4uWGeeAd\nyG8ffuoYrrnEena+QxNxkxAZNhXUoRlpGcFQ8yDiLfrQQFEABpoGMN5mPOgyCrPLGcQF4Xx/H7E+\nt4wBwR1jlusAQGCnNkeMobNDabO2iKkVXgqw3nWXGi4qIylySB1/jO7iuZW3B4DtUn7iQJUb/ubx\n3Xh2d+8WmTbUVH2R57xgWv30KtcFvP4iB9EUxx5b/F02fvM1+Ry0/Os2002Nfp3A8h17S0PBzMjN\nN+ty6bQqZU5y/ZpMlDUNjYpzz9Wts2perKguWCGbF40Bzz1X9P3zo1Gsveo8440M5BGdqmfaGa2b\nxOIJv38MRdCQLQAdaIxjW5P72C6Rl4pGx0WqrIccYrkPu+v1gyM68M3jjQ1E2eaXlxJpU4gTeXM7\n/jQ/hr8c4K3QVGdHaRMmaRdpDS+MOkxB8fBcuuqj+dDDVNbwtYpqbGgAjj++OKzXDRNRJcS7Jaw8\nKOZ37Iaw6M771hZpKwptjUoNGG8bd1V8XnSpaltJZrcRtttuSGXKJ1u4IeJfDthOiccOqTIqcIX3\nXqHnqxQJZ2X7kjYv7djZ/6cEpWsbeRknXHg5zHi9OWgbOmP3kubS+YfumxZqkqqQQyUSo0M2z8jD\nTh3DLXscl/tslQ8858UvAXDXHzjOOq0kEMh7Wx4Yi2f7qv1jbFrgkBTt1yuSqNcgcSJCYhC7LdC/\nB1uSixESQ2BgiIeawaUach42I1smKYbxRlMQTBYgTudn+H87GMPtp1p7LiQJGPCQbqHaFr7X5szW\nbWNQ1I+NilrzvHJNBY5HQ6ABTcEmCA7DUN6OFr88n929EW+3WUymnH++5T6DQtA4gV4UDfWPg+7G\nDRa4u3/fsfqNKjffbLroW+1fxFr5g6bLRbHY0zzUlDfer7t4CFdcpTHmNTMP0Y2HYMx+LkBHW7jV\nuQc3FII0OYDATnd5K1r+1h3GspXj+PLxczC5wOJBteeejve5ap7zUen+P78GwwVj/9tP70P0gssw\nv20cdx59J1LZd77s4sZsCjbl4wGztIfbEAtqjNSYscHKgaGvsRddDdb5bk/uHXc00fHkXvr7uCva\nif1PulKnwueFkKh4V0M+iIo8vnczMpLxWE02OE+rTcr73HGKc2m9P86PYZNLb/C9h5WvhtXmWP5G\n//0VP8JtfSXWnzv+eEeriZygf+q1OxA80ySdtYVbDUNbzZ6kD+7fUiTP39HQXjvqlgbMbiPs6qvx\n8Hj5DJt3G5zfZGtrOITv3KPc5a/VlmSFwtNZmfDVjQF8bt8u3J4NO3wzVjyQOf4ke4+jXMKvfK/B\n/axLKcfzE7vwg4TAIa2xkqzGDtJUsUHBLCT2uYyz0a56+ISaO+DR6n9djU3XbS5nd6lOb9zPAAAg\nAElEQVR8yTmQx1/bdwdYZydw550QOAHSdC8AhkBACdspNOt+cPavdJ/vPzT/YtKeT62hJ3TkB01O\nEqOdGOxqu97u9h4eIs60oyXQAUEz06ityQMAwVMW57ybHBi6o10oevWUKCF693GaQaVNrsK/L/93\ndIT1g4FXLz0V+MMfDNfXTcZfeaXrtr136VkAgAkLNbJykOIkgDG8FDZWkWPMepZ/Kshjm8FEI2MM\nPS99If9FNnapUP1sY9aT/Gan/QCIQanbpYXLhBwriRp1n+/sl7/GTiewWsOtiEoNhp7gZ354G/7z\nxB7HfXXhPkHLsD0AePbIBfjhER2Qh83fwYUeC22ZBhymCdFz2K4GqQG8S0+3Wf7cziAP+ZpP5D43\nB5tx0d6XFHkyASDAOx8IP3PoqC8GmB2pPRQpd9W4ZgDmmRRkf6sjaDuYn2hW7oG7TuzB9R9zIet+\n551YH6/MGHG6uQsvR5xPPFScToOUkVOsS62oGDkQhBr2ggGz3QiTpKKQit8sqXyyLFAe75AfoXUA\nsKnEOljl4P/ZyNYXvm/+tzOCZSvHsS3A45HhJtNkeqdjvYeH87Nhbq/ddIE7wMn2WjVGq4GH87Eq\nQ9IiFEKc7squpaeU4qV2bIoIimKhhbz3vUvsQ9Ze7wzijr068PBQExKakISfHpjvM9Eo0Ggxkfuj\neXHsEINoiHiYVCh40L/fOAo8/LCi6nTjjWar5cgI+Zftn2KH4/lxxWgJiNlww6wSnDbkMdxsoCZo\nVTDFY221XCioUduzNZPCYc16Mo+YFM+v/swz+OF1R+s227LYofejBHTGggv1MHVwbhZ+eduht+Fr\nJykz4E/3RoF585SwThePzB1LdsOZl4/h6bsvcbaBbP1atqqjo2zv/Pe/nK0RxnHAP7MKp+J0F+al\nPmyxX6Y3arJu1imJy53Hw4YOw7utAVx29Sj+OteZ90j32HTxG9R8skKRh1fbTSZ1dttN+b+r2BsU\nEkM49vSbirv/ypXIBAOQNaF2jp4bn/qU5eJkQMATe8fBvErWrlwJPP+87ivb/uGS4fgQPrXM+ncU\nYTCb197QjphNDT+V3x5tnU/nCQOPp9yoPHs3NNoP1B/88C8dKTJ6CqHMqnT+YzCC362wcTE7vDdu\nPcu7QqUfvNRvPVv4ssP6hACAiIsUiI7yeRTLwaw2wtZtX1f03W8XN+Oc6+cphetKJJNxt76VUIMX\nKlmHzI0hYveI2CnYd7unDArguqFUz1LSKK7KAWdqVDGdtOAnY8349wN6dAa1ndhE2mbHF64YwAeP\n29fUU/vinDC4dAP4ZEwffshUIywrt+3zxMEzH1BCV5iJgSBOdztSdMwwhp/NjaOxheGO+Uflvl+n\nmUlkzL5WEFAcHWEVjug3aj6YnD3vIc07ycmYbLh5GCExiBkHYZZOmBDaTJXJtKgho6qRqGtrKIR0\nQRI8sxg0qEZ/oeLZhoAyG1rUGp+rbTYGGtEeacPiUWPv2RHDR+j6FQCMjgIjxmXZTAl3cmhscTo4\nY5ZJ5/v3HuDu4A6QJGBwPGuQpuLYJ3WN633ITJF2v2SvS3DD8hsAADsq8I4KiyFc/YGrsU/PPtYr\nfuELwEUXAcuWAU89BfRqyydoOvHoqP7v0VHHM/FFNDj0fnqVHTcRF/GTAB8oUsDUYRTD3tUF3K4v\n7syB+VpHi3M4fM1J3t92G/DJT1quu2r34nBklYAQyBUst2KoeQj3nXwfbjzwRvs+qcIYnj7vady+\nsg8vLbQQa2l1nlf7ihsjx2cuvHYMv1/YBMyfn/+yYEDxbqv/nj8my4p3+Lvf9X3f5WJWG2EpOWX4\nvcwxpXCdhguvLd0os6OWQxL9wCqvScuv++1FJbSvpBfay/cw0eZl+cEah95Jbkp50Sc5ht/1ORfZ\n+O7YHjjaRsBla4DH1kDxIO6VbAHjhGagrX1/MigJrKHtC3IhWPfPN38pmVEYoqhey0K79l+9+pe3\nU6VDPmupNTUBWwLKDJlTD56qerg+IuaU6rRolayjDmdtL77Y2bFVZ0tnJzDyp4chJIxn7Na1OD0P\nHFpCrc5yhxyQ5AI48yrnM9DxuDKODZXgPe1oB/777Ltx3Nhxuu9/1XWc8QYnnQQA+IvTJPYsAUFC\nY7D4PmOMoTXcCv6ww4s3MpqFkGXflMt6G3uLvDdPDiqd6V8W6qduVe2cYitA4GBWhoHhgiUXoMFG\nUt8JcRfq1bFA8bVVJ89FEWgMNgKHHqoYYdqFWYbbujB50in5Qfa99wLf/77ygLz/fp3BxjilvtHi\nqMe8J43BJRcaX+UQg7HYZzQQtc0Ps8XM0Bx1OVNhRrZu1EcP+Tc0h5pznj4rj592Ue75KEm2XpJX\nB0sXvBI5AXNb5uKwocNw1zF3Od7OUd5S1uB2JXKkNYT85DBztUqj0gVGOI68WbTI0WoX7XmRcvFV\nb3cdMKuNMDc47TQqpdTL88rvSlDjc1rr5sfzvOeHfPxg93VHtPxypPKhompYXqXZsukLpsvMPEUA\nsEOUMOlQbveJAf0L5cb95xTUr2NY26wfwJ+x4Dx0v/IZfHG5e+nk3F4djiNuPdNbuARjwPi48gDv\n7gYCQec34zttAXz27H78dG5zzr3bFsgPsA6+ag+MjgBPX/As9uhYCDHZbhvat2SJs2NLItDfr+hG\nWF1jN17nWHMHFnYsdL4BgLeLSnJ4l1GOOhhrF3rGdPtgwNGLlxSpZslZi5WfKZgEOPtsAFDKiqxa\n5bitASGYU4TTn1853xAbrLy0ua1dzMBGpYacQfWTtssAAL8avBBnj6/CXR/Z3XZ7p7PsTqIC3uoo\nwZA/6CAA8M0jq9LZCcwvIZK1oUF5Ttz7oe9hfpv1QDQaEXDAuOZGHhszHbyKAjDaNogPHlBiyFyl\n1Df7zN/LvbE5jmt6ucavQdKJJwK//z16u+ehq6HT0dNqND6KkRYHoi4+DuR+u9h+/HLDBYNFHkIv\ntIZbIQkSmoPm4zWOcYqwzjeNRThyP/0XvwAefdR9I44+GljgIu/NgIF+YK6drX7ffcAB9t7/gCAh\nrpO/r8Ig3QNkhGn43pHOa0glPCjfb3dp6PmJ0yKYiYI8ot8YeGlezOYOTBV4E9VcqGqqI7rFTQHk\n2AaD2XJHx9B/fq6nAWYDX21h29x3CQeKQhrUw70S1w9sp0SuqH7djiBfVKZATHTpctQgswKVP38u\ncEaTX/Fa1ivmRHRCy8qVABuM4h9Dxt6B52JHYeVKYJ5mvHTVJd/VJfCG+AYEd4zjhu5nELjiQohP\nPgI+qKgdiqkmBHfqPY9OH+0hMaTMwGuIhPWeQqMBsqsi29nfkU0pcMT3jzIJ9XN4rGaXdV42LtsT\nPzyiI3/ET3wC97Vf7WhbLp3vw/9c4dDarQrZ37bbbq77sBceP/Nx3HTgTbnPA039RVLO+ZbZWI+r\nVuGGC5yLMwmswKj+oKLAmDAxwn5w4g/QEzOe1JkUOaxbaj+JcNbCs7BXlzcxgQXtpQ0UjYiEyx4F\n6B9ujb1aG7uqibIuEDgBkgtBBj/GLN852n5C962OIOxkRa2KiKtwjGGkeRhBi/DOx858DD+84JGi\ncNGi7jBnjkExNABHHmmxUZYSjNiRlrm6sHZT3NT+q0Pq5THiCVmW8btFzr0rG5rKp6Ly674YXmvy\nHrfz32Nx/G9BLalCI8iKuxa1Y102J63UZ+z943Gc9MERU0l9t/lYb0UDeK6nAT/0EPpmhZUSnxfa\nV3/M1/0Bzs5VLncIMljGm+CCsbFp3hP2n1Y8dZMuZ7eFmTb0hpxNX4+1jiGd3f9bHUHMH/f2vP3R\nrStx++nFs70vfveP+Eb3LZCkAqXBnJiH/lxKXEgZWTmR0XXAYNMAeqL2HkV18OpERc4Mo7SMkgaJ\nFi/X1lCLc6lxAOB5fQHX00/HYy1nuG5SuoSCPeuGvF9TtwO09nb/IrHMaAm36PLGwmK4fB4NDSPx\nEfTGio09VZBjrLV4gDnWOobGgHF45TNzopjsNHjuF/S/K/e7Ert32HsHa47lyxWPQQkY3op2hpXd\n8myIn1/0N/Wjt7HXeqVPfhLCgDslZsdccYXl4kqUdwGAh48fMw2Fe3B/6/ENxzg8ePqDOGfROdYH\nKTRIRww8fowhHoqj28H7x5RTT83/bWspuWN+2ziOHFmR/+Luu5VCkyo2uXumVLm2oxdmtREGoKjg\n6vpmfwytX4w24+Fh5wZeqXlNWwM8flEQrmdUVNmMx4aacMoJ3muuaJEZw4aw/jw+3RvFdonD3Xu0\n4Qv7ugvxS/EM1x3Yi3UNEh6xyIVwS2ByAABwr0vjzsxraJbDU0jhO9Nfz6C3gai23k5EMO+36gtf\nkqNoj7QjITB8fcj6pVD43HMiiAEAhw4eCt6m4OLfhiOuvJU6OC7XuMHmwdzXizoXoX31x9C0xVrK\n3CvxONDj4t23M8Tj45cP4/fLB/Dc+flis2beAx133GG6aJ7DNNdXR6sTkvt2QPM80gof/OhHlgVh\nVwyvMF0GwHDU+tZXbkLg5NMQECQMNnsbCFqJUWphcKee6BSjot+VpinYZFj4lGccTp1/Ks5ddG7u\nO6sw2b7GPrCMfyINNUswCNxyS0UPWWRwWA1MRX/GQxExjKhdHuCpp6L56/dg3M0EjhlZgQqRF/H1\nE3uAs84qaXeuog8s6Dz61JJEIbqj3cWe5kLuvBP49Kc9H6MmWbJEKTSp4rMAUy0zq42wp9Y8pft8\n9qfHMe0wN8qOL+/dWeSJ+lubYmitjfnvPpWBooepn5XpS2HZynF8etkcgDH8YEFrSZL3m4PKtjMO\nKs3zKfMcue5X/gNqiNA3FrXjAYNcN9XDVMg2Ew8fA4f4O6dbtikez7/XvDzYvzN8kOmywperNlTL\nDXv2nAxAURk0P5YM1Zz8Tfv+lvvThvoFAsZhbmbjx+cX6T0U/5pT/JvEGfNyBVYznOrP43m9+h7H\nOLS8fbZjIRAjfnRoO645yHjmt7PDWh7fiI1NEmSO6VTIjLwHOnUxjnOekGbBbw7cHReOPa3/sgIz\niimmeU5o8280M7tfXbAcm2P658mth96KVRfp88E2xUR0NJhPkpw470Q0heOKoqSH+kPBINDoNWff\nw7n8yoqv6AwaABiOD2O0ZUS5ySqJiVe08Gc1BmOmUv+FNEgRw9DrekSt710DNrJ7jjMRwHGDy1BB\nJ3dDkWBJIT/+MQBlcu2T1/zcexV6p/fmbbcZf//lL+f+fPYjz+LiPR2qNAGYaNJMBrl5RnR3K3ly\nhTHou9ehp9gJ1RBgqCCz2gj72/q/+bq/TLYvpNP67386V/FI/W9nBMtPn4f3zKTBW7wNmqvJL0Yr\nK5Zxz+6tuO7AOVjnqBC2+YNLKZhbTPvqqzH8519CmhqAON2jW/Zyi/IyKcVz1dFRPEZqKbD/1ofN\nZx8TTqfbATRsPNh2Hc4gJFO84Xrc3XWzI4EPt6GlZkaRZPKTHzh+COden7fithoUh9Ve58zgAL55\nnDM30+JFDJddZlg3tCQSn/w4HtmvBX/q9qAA113c9l9++Je6z2aTK1d+dASfu94+QfnSw50Jnqiv\nNpljSHBhw2XlxCpXSV3yRqwV/+9Y++v9Tlsg3/cKYjNvuGBQUVK7/HKlMwwPW+/skUf07cyXx3I1\nIBgYKI4UevXKs3DLOfbXZ27LXFyxjz7Eime84oW67jrHbfAVD7k5JR2rFModD6ohFgP+/GcgFoyg\nPeIg7NWoD5VzoGl0LtUaaStsvMpOyNYPrBjt7blZLoHxprmQXjCd1DvCRAmzJR9lExACzmq0ZdfZ\nHB/BqughbpuY5/vfV/7vyY5jvvMdPB5fabtZLDuZ5LR6Qs1TiSTcMjKrjTDb2ZQC1JyMfwwWJ/mn\nUsBMQnlWJpP6ZdrQPKOK3SqruiI47NTyS+H7wfasN8ivgtBOSfIcnuvRe7j8nJNnqRCk6R5DL9IV\nh5avuGFwhxKC8bFD+/CfS7znp0jTeTc9Z1HUObf+ZD8CO0cxyef7dPe8GH7fdKznNvgKY8hwDK9k\nhTm2RvKG4QsjDfjxwZpzxYCZKy7DCUdeifMXn5/7urPBWFCH44CPfMQ4X8ozV1yB9OI9zJcbGFkA\n8MJog6Lm9+CDAIAJsQ3vBIbwPy3noCemvEQPGjgIgMYbWFATZiImYlujZhBsMIDKMOAfbfYvJVF0\nVXJGwee8gLJRID/+Vkf2nDU2KrkjdslyJjmBVvXO3v/k5cBnP6v7LhxSJh/UvIy9uvfCxgP3xmtz\nwnjjQ4cA3/gGAMB1QIPTeF+13RbG7jO7672tkxddjZsGvme+s7vvRuK6G82Xe8BQmKMUo+Shh4Bv\nfcv79h5gDOhv7ENruMS85nJ4oI3u24bs88iggLFrytBmvwtOl4Qqj64+V/aweP57Rdvfnfb9cFjp\n5w7CXbuiXTmF0KOPVgQaS7KdvV4fXU0cj/tYskRRfPzP/1Q+P/AAfnpgNlrGq0e0isxqI2z7zHZX\n62+LCDj70+OGcr3qfaFVRVyTDTv8Z4vz2cGECzGNavK3tvrz2mnZKCozfWptLCs+eOIojj+pvDOn\nv288BgDw145IthC0t0FGw2br0MBiOLwVWICL5j1hsKy0F52gsQGbXNT0MeKPCxqBp57Clmh+p185\nrRdrO4qv3wVLLtDJc5+/5PyidXzBKKbQ7gW511662VEAePyALnzlVL1nNs1EXD/0ANYElUmZp859\nCp9eVhDnbxd29pnPWC83IJ0N8+V5DzbVDTcAH/NfnKacmOVRidmwT57Zn4S9uveyXScVb9KriWlo\nj7Rj1UWrdH32jVMPV/oKgP4BF1Fh487zaU46CTj5ZOt1ntlDb9AlPnQG3jQT1pFloLcXqaOPd9wG\nJ+zsda5K7IiuLiASwUOnP4RHznjEfv3ZzN57Oy9kaES2Lp8nSvXuPfhgLuywauyzT96gj8WAJ58E\nTjvNt927jTQpypVatKhg0sm45MZDpz+E75+oeM44DjjkEI82kFaswwmF9b3uvBP48Ic9HBjKBFpr\nqyLiseeeeSuysxMPLm3Bk4cOAmeemVu9XoIY68Mi8MiOmR1l3f+axgAOOW0ML3SUp3gmALwfzg4S\namhiqFSemeOu3lmhbL4T1kt9uHTub/Csg2NtCgmYCPo3y89xxSp/d3d/BucNv2m7rf1DubwdIRpS\nBv5OJkiDGhuhy2Ic9UJ7GG91BPD73YuNmkMHD81/yL5M/uuEbnzxwzZKWxoETnBW6NKGopfSV7+K\nb42a13Mzpd+9RzUiRcC7TSpxKX/YdP/P8c+fWBcPtTTM4vFcna5KctNBN9mvZMJwfASPn/l40fdN\nwSYMNPU7Knz8hSMM6vr4eB4CErB4sYMVx8aA71l4qQr41KeA6693ti7HOJy2wGRwWSGvxLq4v7nU\nXdEuZ+GBN96oXM8yS2H3xHrwgxN/4Ho7p7ZMKFtrL6StuXfuuY7DtdTLrHusXHWVq3p8pSAUhuJ3\nd9uHDjsk51krVfm22WS20eoecXoTqlhd8PPOc7evUnnoIeCJJ/KJ326LIF95JXCGRgm3qws41mMU\nzgknAI89ZrhI5hh+ddhQXYYmzmojrBIkefNT+LxGUt5LntGZxwzhq3vazxKm3ZYBMVj/lqUlSJnK\nHAI7jGtbZBjwmqYg8LKV465zabS1rdSwPgB4sG8cv+o3z5bfyRcvc3OqSimObTQ+thKYsEOwiTx8\noq/Tcy5b++qPIrhjDBHWirMWn45Vq/RCRUbENhyO3uRhRd+PrPu3ou92SjxuuGAIm2PFP+LqDxTX\ni/rDbo1oO+x4/PLDv8RPT/2p8x/ikv0L0quK3n2trfhr/FB45vOfBwD8ZX5peZW3nemuCLrZWLJ7\n6RGY37PIeCGUd5wfYmnNQWWgIlgoX9qUykFJ85iaC8kzDi0GIWIMiqw7BAF44AHvx3KCX0YMz/ta\nnKqzoRN7dCihVc9f+Dyu3f9a3/btDM01fvRR3PiRAfe7UGNqS1FT6+lRPLxlNjYbA7GSlAGb+C7E\nQ+YhB/FQHI+e8ShigVj+fJgZDQYIghItZjYRo4qu7NGxR+5B4ZfaNAAMNg1iwIf8rvdFi74wPg78\n/OfWO/C7HwwqyrxJNQoq+4DeEXGmtqyyPezv/e+Iri5l8m1oSDHG57ksUM7zxTXI3HpISZhj10aG\n9z7wxX26XMnYa9kYErCmMYBkQcJAYWFdv9hYgqIhwEwNjIM+PA8fOXLQcFmp3LVgP3xm/x77FX2E\nTxZfT1WYReXvBYWD/ZCojzdbP38/v/d8U4N0dXA+rAa1LW+fgz8e8RkMfvc7eXW+7Js4xQFGpmvP\ny5/DB6b0OTDtb1yFlh3uZN/N1NTmxOagJ9aD/qZ+MG3um8W5fL1b8Yat6rT3bqxaBawwybX2jeXL\ngVWr8FZ3aZ7y91qc52WujUqe39PaKMr2cP5+djsmuWbpNfjyEV9WBoMmmOW5F1Huyu+HHaYMMIwo\n+OEyY3krtVICFU4wKrTqgHioGd8+4dumy7+y4iu4ct8rHasjFmJYZuAw/cTNpqCgeCna2rwpF8+f\nrxjRhxVPCJWLtSdkBZEqnLcU5ppM818B5dHYFsn2hWOPBe67D5hrX/hXi5UznmMcHjnjEVy+z+W5\nvKj/G/ZP3UHkBGVipNz0FkdZjMTzCjp/v/wU25perli0CLjySjyyb1ahq7UVuOsu/HmvS/P5mrWU\nA0dUFDLCbEhM6/PA3JDmGLZ4lMT/6p7KLMnqRmVQ/FePdcbuH487Etd4I7vO73qVgdM3FrXj2Z4G\nbHXYfkUSvhiZMUuxEjvMZOT9pPvlz9quo9a0aXn7HMx58Yu6ZfeP6x/YPzqkHZd+fK7vgYOFM5TM\ngUT9tcM/w/c77Ge4dxx8HMQVGqWmAw/EP08/DA+NNKPQgGt+x2NMt0fUGr0cAzL77G263sYmCQee\nOY7VTbVff+iGG/zf52cG7sEVh/Wjt9dZnbKBRvNZ554P5K0kt7nOITGEAwcOtFzn7LNNU6hqmwUL\nFHVCvyU3S+GnPwV+85v8Z7tZw3hxuQ4jlvcvx1l7aOoveXyO6xTnPvrRXNjxbeMX4VsL9eowLarw\njJuZz6Ghig5iJ3bLDthreYaeMdcGmBPaI+25ibPuWA/OXXSuuaJgxHzyqTHoXz1Qv0m0NuGhpT6W\nT+A44KyzkBQ1w+199kGaNwlZUPtVKfl49YDTe3aWG6hkhDmkUJa+nEwEeUxnXdfrGiQsWzmOvztQ\nPDPirsUdOPsY++KkW4MClq0cx7+yQhZvNgbwbwf2OjKgGJitsXTaccO4cMVA7vNDw024bT93RWKF\npLPBgxWlvjaZLCC6SZkJ/b/sNWl56W79MTiGnSF3I9e/dITBJZvxetLcYIpwei8ck0WNzL7xL1sv\n9eGeH0oIZbuPtkBq4/tHmTeI4/D6sUuRKsjHG39mFWKbFGNtbKwygxA1vI7nYeoOtCrua0ql6y1p\n+OAH/dvXvFYlROS10O6YahQgCOZ1ylRPZ1ukFcfMPcZwnU9cNgx84hP+NdAAxgycmo8+WiQPDwAh\nQZlsiAWMw4PVMgy6XBg/MBpkM6YUli5z/pArwuG87rQBf4sUyKA9YSTSU3lWxXfThfN/7aiv4Q8f\n/7E+BWnxYuDXv6584ypBnQ8uJU7ExXtdbK5k2NoK/OQnhot6ot2YX2rRZlVj3cfz2NdYEPpdzWtU\neGwHTXmq8QQlDWOwPNFHRVxySWWOM4shI8wlTw7E8JCLEEPVmErX+QO3VN6NSnhZUyft9n278OiQ\nu1BNIeEuhlrLMz3KA3t9sDh0J7p5eVHNMCf8dG4zru5+Fzd+cl8EJu0NXSs2hEVcMPQ2NnPGyTKf\nWPBVRHl929cGFEXHjkFmGYI2fz4Qzb6vwtvy8rrtb3wc39z7j67bKgjAL34BXHihyQonnYSHW851\nvd+Kc8wx7msuWczu+oXbIt9X73c1fnbaz/Dzn7Gi+p2FjLWM4eI9L0JLuNV0BntDs1QdOfq2NsPE\n+a5oF/qb+rFPz76Gm7FMAKsuWmVchNmlnLsVVhL1vh2jDK+Jh1vOwUVzn/J/x25w4JVZ2rs0V64h\nhyi6r3zulcMPV/53m/fiA7IaIueHZHwJ3PjJvU3FDzxh90AqheuvB26+2bdn8kh8GGcsPMN+RY88\nduZjeHjlw/Yrqp5qD8WX3w6O4NK5v6nIewoAsHSp/TpqHTM3oih7m0e8zDZ2GSPsqUX+vIy/v6AV\nt+/r3INz33gcd+zVURbJd1Uin7DnhY4Ilq0cx1ax+IXOpcOY888vF30fsnM+MoadfKMi9iOb30qm\n4Rom8ElnydS/aL0AH1t0A+Rm3vXgrb1daVdbi5PBtn7njCl536aG36c+hQfarzBZWF7UFMpT2m+0\nrzXD84pXwyk33QScfLLr+oOl0BBosE2LEnkRfY196Ouzz9tmjGF5/3JwYFCva0eHEl13zjm+NNk5\nhZWMLYiIYXB+WiiqipZDJcu2SBsk3txzatnXSlVkKxXGMM1XaFBmhlnenRvKfd+p4gMuxCxMcdlX\n5e4u5dh72ZdDcI1BDhQOMS4SvC0qeSgg6AILj60WwUHpCMRiDpT2nPWZyWgQEi9BancXneOG1nCr\nLqcvJ+RX2FVaWxXv7zHH4MUrTsPj+5QeAVQN1LpkOPhgpdTAwmw9QCf3sSgCxx/vfH0DVh+/LP9B\nLWxdg+wSRtg518/Dt4/2uRaJQ5I8h5/NjZdlitOrrPq98/19yPa89Hlf91cOWt+6wPU2gsOIQrNL\nK4pKTtvNo4+6Oq62kLQwU3yturuViWWZcXgnXJ1+bcaSJcXfCYnKDULV/KXTj/fuNTXluOMqXgyy\nN9aLJ84qb/gYg1KCpVKTpzk+/WngRz8yXMRk5TxzmYCSh9XXl38p+4E623y+sxpzbeFWnLrAhcGu\n0tFhHbq4v4O6fw5zuCpFybbQF76gVIwl3OF1CNHZqRh42hkaAy/LN48vQSFZZfFiOsoAACAASURB\nVKFB4W0tLS2GIcdazlt0Hm499Fb3x770UtzddbOnHPTVu/Uo9cCWLbNf2Sc+9jFgvw8oBd2LaGwE\nGEP6yBW49/AyvMvKzHPnP4fvnPCd/BdeSg2UOGZ+deUKvNOWnTibP7+kfZWTXcIIkznm6YJWMg+s\nUixbOY575/uo/AMYh+JZeIbMEKfnFHw2DxH0e06UT7mTox95/mEM//mXluuoEV1eZb/DW/eEYKA6\nyXHObYFypK6YRcxce60yrraDZULg0mEcNlSsaHb74cU1mf4+6H7wXSAqipsPutn1PmoBBkXqfeXu\nK33ft5pHZ+XF8UOy3hRJMvWGBRK96Hj9GrS9mbUOf/YzUxlyiyoh9li5Du3eGatWla6i9qEP2a9T\nqXA8M9Tcm5C7aI6L97wY3VGDgf1++wG33OJDwwhX2FjPz2rqOH7tqK/h3EXnuj+Gkdftllv0taJs\nPMPHjR3nrL5bIeefj983eaxBBSgqhhVMGwmHgbmj1uss71+Oe064pzIN8hGJl9zXvSwTtZ4ItEsY\nYV5JJqvdgvLQ+ZrL4oEVQprUJ8WyTLEFoU/x8M8UE2c6MPiX+3V1yLoXnA5AKeZctH6iE5KHPLLe\nf3wNt+/3w9xn41AzReik4/VrXO+/kG51DOQ20ciE//kf4EtfMl7W1Mg5GrQzmcfYc08XJ0FDKaJb\nyGN7/3vRd3ZCHHNb9DkofY19GGyuULJyGTh61KXnoLsbOPHEko45NKQ4chzhtQCnCQwM8Xc/DD5t\n7Z4bHACG/KnnWh78GNQ53cfVVwO33Wa+/O67vRk/Rx2l7LfAS2DXrP3m7IcHT3/QwsivYXXBcqIa\n1bVU5iCL+lxd2rsUV+zjIaTc6FoffbTSNwnXMMawsGMh4qE4Bprq9/1FmENGmAXfWtiGSw8vvXhg\nJTjvqEFcfbCzoq5uvT4Vw8RQeGBMCcdZGxj1JVzfjMCU/lpHj71Vd3xPyPrZoIaJpRiMWid+S5Li\nBQzutJkmM0BItGPghe8WfW82DlLHAQ5D9dHRUTx2WNixEBcuuRAnj59suA2fLrGWDGNgsnHorTrA\nO7A/L4k+97nfodmiqOkuwYMPOnNLWhAMOKwN+qc/KflyVSAUAsQqaIjUJGecoRRgM/N4LFniLQyQ\n45T9+uwlOOooxyl5s4szzgBuvx0YH8fuHUpYoFVh87rAJKzYMTUkXBbNqrByjKuZMgSdDR3oaKi/\nsMRKYlZztNap8zu/vPylI4xXm2tvtsqI1+qknW74Z3QBnhyZwfrIWgBAkjmLrZvzzzt8OX4mGM4V\nx2YZb/swM3g/+x/A1NmAON0FIB/3unw50L4dWL/efJ8Ht56Ow/cewOfuLl7GZAFiwnme2Pi4Mslt\nkqet7NPGoc8zHhfvdbHhsu6XP4vw1sXY+7ibsXFqI4DVRetctd9ViIesDV0lT2676az6LQffgne3\nv4s33viH5X6MUEM7veSjW05m18jA4tnGozEf1nkYJVHhPDnCHStWAO+9V4EDuezvRx4JPPdbd4cY\njg8jlanDEJXLLssbKoKQe+BetOdFOHHeibnSEUYU2QHj48r+tHz+8/6In3ilGmqqBjzxBBC+JAq8\n4X0fR44cidCMjIbvVmdiiXDP1ftdbVubslapT9OxAtTIBIgpdopps4Fb5t6E/+lzJxfMpRoQ3ZwP\nm+Fy4UzlPWFMFsGlG3D/yffja0d9zXb9wUGgIQK0vHOm7vtYDIhFgVEL4bhT5nwCJ8839jqpqO/j\nnCcj22GMPIlHHGH+Du3qss+ptcopatxwJMSZDvzXsf+F/z7lv3Pf/+pX+XXOXHimbbidkOhCe6QD\nDZKxV03gBEQlbx7eSFiZkV+xwt12o3PrYyb/m923QF98ifBErb8UTLj1/2/vvuOjqtLHj3/OpDDp\nEEKoKRBaICBFqoAUAdFgQQVBYBEXKbsCooLu+iOAWBcF0WWxUgywAqLwVVkQYUVUVJZFRIMizaUX\nJZQEQpL7++NOwsxkJpmZ3ClJnvfrNa9k7j333DOTm2See855ztPwtjenlXjjfTGboUkTGGt7c6da\nUCgRIX7O9OiJ0aMdrs9mUib3ezjeeQe62K39dtNNZQdht9/u3nk8Ud4bTw0alCuYjI0F899fhNmz\nXTvAQXtNykSvhr0Cfi6RI507+7sFBnLjWrqv9X00iHY8ZzjQSRDmxJUr/m6Bc6MGNOSu211P72wE\nU4HzfO2OMvh5oqy1tvKV+1kCGn/9Ie1++ARP5h9Y/w0Iz3aQ9s9OaG4CTWo2oWuC7doZzv6W1G8A\n997rvL7MTOf77EXYxSZBQfr85xftMu+X1uPlSFSUvhwL2C70DJ4tkJzQQJ+77e7yTUoLoobZe1ni\nIsLd//wQHOTicD1POfhwO/K6kUaewMC6AkjduiV7CsrDxQXri23cCBs2GHf+qshkghUr4Lrryi7r\nI0VJRmqFu/D/LkB6wW04G578zDOweLF7dbk6ft1ds2aVv1etVi29mxUouvlaN9J7qecDyUsvBcxa\n7GXzwe+IL9Z2LC8Jwiqg/TXMnA4vOyCp/ctUr7el2qWUUgM0V9X9OYPI35yna57frjZ/r2876dyV\nICCoIIqQ/PLPD2rw499KbFu+XP+c4Kkgk+NkUkWK1gz9PqKL80IWEQ5+BDVrlqzfnb971uthReU1\nplpOsusHOxEVdW3h6KoiupoxH1h2PLiD9KbGJsColJTSex6MqMcTsbH6L18lVc1yL6YKracKQIf6\nHVgzZA2ptVLLLhyInF3P/fpBWpp7dT35pN7bVHQxBOiH3SBlYmH6QqZ0meLega7+7pc3GC1KNWzQ\n+iChoQG3ooUog1eCMKVUklLqTaXUAaVUjlJqn1JqhlLXujKUUq2VUsuVUr9ayvyglJrooK7WSqmt\nSqlcpdRhpdRj3mizMxV52F/4+Tb+boLLgq+UTMVubVXzWH4P8Xy9qREjSm5r0MBxttyg/JJ/WE2F\nJSf/NG2qj5gB2BA7jLfqPmmzv/jSKe0PehldKY93+4IXE+YB1/otHFVXEz0boH1v1bXGeP5PUqEw\naSHIPRvPLExf6DD1vv+V/cctyLJoqq8TB/Tt6+UTNG1adhnhkNkMn30GQ4f6uyW+5yija5UUHW3V\n22QlAHsAr693PdWCnfxf9CR4LDqmZk19/UJwe/mGYoMHw+bNflikUQQKb32qao7+H34M0AJ4GBgH\nWK/A1x44CdxnKfM08KxSqngciVIqCtiAPpu/HfAYMEMp5f7Kuy7IyoJjx2y3XQ0yMbFPIp8mean7\nvQoKuVKHlG/W+fScjpYYio6COINuWC+rPYXPqt9RYrvJWYrtNm30u/WjRpXcZ7Xicf/bqlGogshp\nqgfUeyI6OayuNq2peWRkcbAY7qRzsqwkG0Yxcq5U0f85f/17Px6aXK7j60TWoXdDN8eBBojI0AiS\nqicVZwwDYMwYGD8e1q6F99/3ynkff9wr1dqeYOVKL5/EBVGW9zVAbl/Hxuo3lu6/v/RyERFuft4e\nNEj/apX9puhvka/+JglhqGbN9K9PPaXP0/OEUt4b2hmorAPfP/8ZWrZ0XK5obmAlD1C9cntT07QN\n6MFTkUNKqTnogdhUS5lFdocdUkp1BQYBCyzbhgMhwAOapuUDWUqptsAU4E1vtD07W39Y+2/tCPof\nzHZ8QAUUdr6VX89vKggvf9pyIPpsby7U2uRwX+vWsHu3e/Upu+GNXp3vYzI5n7eycGGJO3RXa9Xj\n45k7OGmV82PDBvj0ELzwH/25KtQ7mv/v/2Dg55CTc63s0KGw9RsD21+G1av1l9Cxo92O8HDbhrlg\n0iQoWOLFn8czz+jzCJyY3nApfTZe9tLJSxEgd5UjQuwi+rGOM2Eayau/e6CP2/FnNrkibdrAq686\n+EUphwkT4K23PDo0OLh8Q6ydateuRHKYmxrdxP7f93N7czcTRixdamDDPNC2LXTtCneVnhzJKK1a\n6Xero3ywssz1da/3/kkqAnd6yAYM8F47KrtRoxzfiAZ9wnznzm4sVlkx+XKMSXXgtzLKxNiV6Qxs\ntQRgRTYAU5VSMZqmeSUyuuyHz1u+kvq58yxp0af7cb5WYM/qLMqGrSkIyXWeDWfePCdJKFwYlldU\nIi0NWFN6UhKjmUy4/Am0Zk2ofk7/vkcPYKH+fUgIxEfEcybnTHHZu++G+ReMbWtplHISQ2Rmwt69\nbtUVGgp4cwWGfv1K3X3FFA6xblwDbdrAzp0+iCRK+vi+jyv+mkNVjdEpzUaO1B8BLiQoxLMFgT1Z\nS8JIYWEwv+wMuEaJjYVYH0xDW3/feqqb3cyYVCRA54SVW4DcCAsYCQn6DZU//KH8dZX13ppMgXGj\nzMt88t9aKdUY+DN6D5azMl2BwYB1ruo6lFzx4aTVvsrTPRUAzBeb+zUIC7Ukfqh2sSlXIn92XMZJ\nPpKyOlg8GfKiFDTZ/klxD5O3jR0LQ4Z4dmxcHORaPZ938zx+OvNTudpjnfhkcfv5HP2fhmf3160k\nJl4bX+iOmJiSXdR+UtqaPgCMG6eP9ffD+lnxEZ7Pmyxh6lR9UVk/8sXdf6eKPiRUrw733ON4Yqmr\ndZRHw4ZwoBwLHwnfq4B372tFlD4vW1Ryt9xybYilMyEh8LqDBUqFx9wKwpRSzwLTSimiAamaphV/\nglZK1QfWA+9qmuZwtRKlVBrwATBD07RP3WlTaf638n8Ehdl+EIrtEEtsx8AYfx9Iah+Ygqbyyy5o\nxzqJRdLu1znc+kGb/dUuNeZKxC9lV6Q0QvLiSf18BydSXnAYhAUFYb2usQ37TgcjbsyFh0Pw1fJn\nViybIvxCK8aMMa7G2LBYuiSUnVXRFUop9sV1Zd/vhlTnmcxM+PVXPzbgmojQCN658x1GvO/kQ7nJ\n5N279S+8APXre6/+IoMH60OuOjmeh+ht69Y5n9voU0rBtNL+7XlRZqY+wfJTw/4tCm/75huv9IL/\nmpfHmfx8vZfdU0V3KstThyNHjuh1HzvmWt32d0yLjs/KgvxSPofk5Og349w5h6Oyln25J05yPK+Q\no4fOsNO6XG6uXub06ZLHX7qk7zt1yvj30ZmcHH2ssDfPd4dlTru757B+n125vvbv18sdOWL464mL\niyPRcpP3i4+/YOf+i9QovErwbbdBaCjZv/vzQ4xj7vaEzQHs53LZK75lp5SqB2wGtmma5nAigVKq\nBbAJWKhp2rN2u08A9reUalvtK1XC4ATCEwPhv7itc+Ygql92Ek0YIOL3Tlyq8bVLZasfH8S5umsI\nvlyHq2H/c1rOUUxTf+8zhJ+7Noa8rLW04uLgzJlSi7hFFZbRI1EOqan6MLigICjw8Ef1Y50wegEF\n5tInljb//GtMJt8Oe0hO1v+HuGrwYH3RV7+pW1d/BAifpKm+/XZYsAAi7eZPurvYW3n4oTevSL16\nfju1+7z169vcvcXq3WLUG1xZh6J5yksBWGpWFjn5+dfSmpeHEXU4kpUFr73m2XFQ+sKZ1txpf2ll\ni847Yy0LZqx1vH/VKufHvvuu6+0wgrd+bkawbpsr7czKgpdfNrQJ4eHhZGVlkZiYSNcBXbnhk9Wk\nn4whep2eCG7nzp20D7D30K0gTNO0s8BZV8paesA2A98CDhdtUUq1BD4FFmmaNt1Bka+A2UqpIE3T\nij4K9wN+8tZ8MF8YcUsjovIcf7LXU4y73yNlLeRyA8C1ICz0cikLVVmpdqkxaHmgrrU7+nTpc2ns\nmcs5r8d+ZI85x/mC1eUZBWS9VuTGjZCX59nc2/9Lq0HWTxt5NLz07EcKk8/zg73wAhw+7Hr5O+/U\nH4EuIHpOjHLjjYasd+XsM2FR2ubbm7mZGCHQ1PBFb7UxmsfpQVXr2q3925AvvjB+vovMn/GaM/n5\n5OTnk5mZSWpqBV2nTAgvysrKYvjw4Zw5c6a4N2zB7fVIaTQe/4zlcI1X5oRZesD+jZ5afioQryx/\noDVNO2kpk4YepK0H5imlinq4CjRNK+ovWQ5MB95WSj0PtAImApO80e4ia5rUoNXpXH6u4Z1sAOfM\nwZwzV6zJ80H50TTImsqRFo+UvzIPF19buhQY5nhfndgIfrl4qfi5/VyS4vlNZZy7dm3b4fwxMde+\nDw4ufaRECUpxPjiW2Fh9WkmnTnpGQ2/5V+wwmuf8p9ShcEW/h5GRzjPDFqkXpd8pr2H23Yfc5OrJ\nAPRK7lVquSax+gJt/VJsbwTUrg2r13ilaT6jDOxZWLnSwbwqS9AS3DCFHQOdJ+qx0aePYW0y1Ny5\nkJLi71a4rGGNhux40MX33JuqOVk3SQS01NRU2rUrfcSJEEJ3uVoQF1MD+/+DtyKBvkAjy6NojJtC\nH9VWNL7lLqAmehr64VbHHrYch6Zp55VS/YC/AzuAM+jzxsqdH8Ce9YfrE5GhjO+XbPQpqijj7o46\nW19VaSF8+aePuXHxjfz0vWWb1WndyQNhMjm+oTtrlj4yaPBg1+sqEhICmzbpH4g9DcLK+lyuUBwM\na8GkJuvZYdAozQGNB5BSI4VmcWVM1jVQbFisSx9SY8wxDssp5TzbfOv41hz8/WB5m+g7BvQsOEwu\n1bChvoaAq4u57QiAoMGZ7t393QIhhBDCI95aJ2wJsKSMMjOBmS7UtQe40aCmObV/v7fP4Cr/D+kw\nFYRRGJRbdsFy6NoVftb0c4WE5xKa4/nqvkH50USEOp93VWqiqpYt4QfbTbFhsdjPgrvlFgJSr+Re\njGg9gjtT7+SrrtCzp3F1K6V8GoB52+PdHueP7byyznvFk5zs7xZ435/+BDfc4PnxMrxOCCGEF/l+\nIZsAVVjo7xaULu7wtayDqjCUOr887rVz6XPKjHItmHHUmxOe3Y6bf91B6BXHk8RNBcatlp6UBP36\n2zViScl7BW3rtuWDez8w7LxGadNG/2o9+iokKIRJnSdhDjYzfz4MGuSftlUEIUEh1I0KnOQewsvu\nv99597lB2tf14SRvT7rhReXg77XRhBBeIUFYBVJn318AiPj9WurxkMuBlUIsNFfv0ap5xIM1dUpQ\nRJ7t4XDPuhT35ikpFOHhULdO2WWDVBANoo0MRI3RurU+MszVUWSOaJLJTAjDhFqSm3h9gewdOyA9\n3bvnEIFr3jx/t0CICkVzmNM78EgQVoHUODGIJts3Uj/LNpP/qYiyFxMOu5BGzSMjvdW0Ygnfv0Lt\n/Y8QcqW0Hgd3hvk4LrujrnE9ZEZ48UX45z9tt3myQLS3SPBVcdSPbhAIo5IN9+WLk2H+fH83w1A3\nJHSlXlQ9EqIdZJlt29bt9cUCNf+JEJVRcnIyow3IQBsIRo0aRcOGDSv8OaoaCcIqmOCrsZi0a5kX\nMlpOYMJNZXeNJO9aTPzBid5sGgChV+oRe2wojlYW89cUC+sMh95y443Q2EnG/ECaWqICqTHCoYHt\n7qVFXKrtWgmVwKUG8fpkUG+ZPx+mO1rpxHuCTcFUN8c4/r164w3o1s2t+saNgy+/NKhxQlQgBw4c\nYOzYsaSkpBAWFkZMTAzdunVj/vz5XL582Svn9Nb/wwsXLjBz5kzatGlDVFQU4eHhtGrViscff5zj\nx4975ZxKKUNfz4wZMzCZTPz222825zBZrXmSm5vLzJkz2bp1a4nj169fz8yZZaZ98LpA/8xTuf7L\neygvz5h6ah4ZydkGS10urwpD0Uz2J3fWY+H4Qvq+elPOhJfdE2YEU4H7KfvNF1pwJeIXANaO+Cft\nn3VxMUagb1/YuM1u47vvMuMx1xbtio6G8+dh8mR450d9W1DwtX2ifKR3zUsmTIAmTdxL6ymMDfD6\n94fhw8suZzCl9EXihahKPvroIwYPHozZbGbkyJGkpaWRl5fHtm3bmDp1Kj/++CMLFy70dzNdcuDA\nAW666SaOHDnCPffcw9ixYwkNDWX37t28/fbbfPDBB+zdu9ffzSyTo6DuzTffpNAqgUJOTg4zZ85E\nKUWPHrZTRz7++GMWLFhARkaGT9pbUUkQBhhxYyLsfCuUm0FK4vcLOHydD7K1ae52eDr+cB1+riN1\nf5rB8WYzXKhD/+WNvdKObNZhvtCS5vGNi3uFXPn83rcv3DUcbrYeDp+SwoGzH5JyMtKFNljabbWA\nb9GflAgPRzO+8AJMnerZsf7kzbtBgTTsslIwm2HgQH+3omp7+ml/t6DiKPoD2yDw5tGKwHfo0CGG\nDh1Kw4YN2bx5M/Hx8cX7xo8fz1NPPcVHH33kxxa6rqCggEGDBnH69Gk+++wzunTpYrP/6aef5vnn\nn/dT68ovKCiIoKCg4uel3Yj11k3ay5cvYzZ7Zw1ff5DhiLgWEHhDUL4x3TFBV6sTc9LxpO16e2fT\naOc/He5zl0JR/ZR7k8OnOUziWL4P7eZLTZ1mU/S23r3dKS3BiahYbmt2G3UiXcheI3RFH0gCfMiL\nV8XHw+LFejZKIdz0/PPPc+nSJd566y2bAKxIo0aNeOihhwDo2bMnbYrSBNtp1qwZAwZcGyWjaRov\nv/wyrVu3JiwsjPj4eAYMGMDOnTtLbU92djaTJ08mMTERs9lMkyZNeOGFF1wKKlavXs3u3bt58skn\nSwRgAJGRkTz11FOAPtwvNDSUs2fPlij34IMPEhsbS57VMK3169dz4403Eh0dTUxMDB07dmTFihWl\ntkfTNObNm0daWhphYWHUqVOHcePGce7cuTJfiyPWc8IOHz5MfHw8SqnioYtBQUHMmjWL+++/nwUL\nFgBgMpmK97nbruTkZG677TY2btxIhw4dCAsL4/XXX/eo7YFKesLwXxDmmGv/zKvl6KuwhuYm0XT7\nJgCya39YolzM6ZuNa5oHYqKhY6tYbotx3uPni/e/YQ39D0d0cMlUv6++Cvv2wcK5xp6zaMijzGMV\nFcX0G42fU1UtSM8gGBYSZnjdfjdypL7Ce3sfpqoPRGlp/m6BqKA+/PBDGjVqRKdOncosO2LECB58\n8EF+/PFHWrRoUbz922+/Zd++fTZD30aPHs2SJUu49dZbGTNmDPn5+Xz++eds376ddu3aOaw/NzeX\nHj16cPz4ccaNG0dCQgJffvklTzzxBCdOnOCll14qtX3r1q1DKcVwF4YyjxgxglmzZvHuu+8yYcKE\n4u1Xr17lvffe4+677ybUMjZ58eLFPPDAA6SlpfGXv/yF6tWr89///pcNGzYwdOhQp+d48MEHWbp0\nKaNHj2bSpEkcPHiQV155hV27dvHFF1/YBEausB6iWKtWLRYuXMi4ceMYNGgQgyzr47Ru3ZpLly5x\n7NgxNm3axLJly0oEsK62SynF3r17GTZsGGPHjuXBBx+kWbPKs3YpSBDmVQ1+fJEjLR5x6xilOQ7C\n7Id8hWe3o8n2Twi+6l6qdn/YMnqjx8calSq+b6O+tKjVgv9+VrK+zp3h1ClDTmMjLAy+2WF8vcKx\n4a2H893J7wgLroQf9iuwG5Nv5MkeT5LetBKmWA8LgzFj/N0KISqkCxcucPToUe644w6Xyt9zzz08\n9NBDZGZm8swzzxRvz8zMJDIykjvvvBOALVu2sGTJEiZPnmwTOD388MOl1v/iiy9y8OBBdu3aRaNG\n+o3uMWPGULduXebMmcMjjzxC/fr1nR6/d+9eYmJiSi1TJCUlhS5dupCZmWkThH344YecO3eOESP0\nZX7Onz/PpEmT6Ny5M1u2bCkOzMqybds23nrrLVasWMGQIUOKt/fq1Yv+/fuzatUq7r3X9Tn69sLD\nw7nrrrsYN24crVu3ZtiwYTb7mzZtyqZNm0oEie62a//+/WzYsIGbbrrJrfbFVNMzskWEBFYmbXsS\nhOG9hZqjzt7owVEmzBdaAPlllnQWgMUeG8ylGl8RmmvcxP7fQmqXWcZkuvZehl3Q74w2q+n5XYvg\n4Gs9WKZyDpxVStEgugH/dbK/enXLOd27MeRUs7hm3JV6l0tlb7sNevUy5rzOVIUkGp0adGLr/SWz\nNAn/MikTdzR37UOWEKL8Ll+GQ4e8e47kZH36anmcP38egKioKJfKR0dHc/vtt7NixYriIKywsJCV\nK1dy5513Eham34B77733MJlMTHczW+rq1avp3r07MTExNsME+/Tpw3PPPcfWrVtL7Xk6f/68y68F\nYOTIkUyYMIGDBw8WD/NbtmwZCQkJdO/eHYBPPvmEixcv8vjjj7scgBW9lurVq9OnTx+b19K2bVsi\nIyPZsmVLuYIwT7nbroYNG7odgAHc2vRWIkMj6Vi/oyHt9pYqH4RpmnHZER2J+K0rl2LdyzmstBBc\nCcKcqZaTQuNv13l8vL2HeyWi9pbeDW/PfLE5qZ/voElN2+1xcXD+gmtDLoumWUzsO4h/HV7j1vnd\n1b27vh5m5BRj6ls2aJnLZX2ZVVuSaASO116DCpAkSwhRwRw65P3knpmZ0Lx5+eqItozZv3DhgsvH\njBw5kpUrV7Jt2za6devGJ598wqlTp4p7jkDPUFivXj2qF91dddG+ffv4/vvvqVWrVol9SilOWYbM\nnDlzhoKCguJ9kZGRREREEB0dzcGDB10+35AhQ5g8eTLLli3jySef5Pz583z00Uc88si1EVT79+8H\noGXLlm6/lnPnzjmcZ2f9WnzN3XZ5ui6ZSZno1dDLd7cNUOWDMPkQVLYddSNI/cW9P2bOxMVB12aA\nVer5sjppnr3lLzzLXww5vzNKQYdOlu62SNczLwrhqfbtZSqREMJ4ycl6kOTtc5RXVFQU9erVY8+e\nPS4f079/f+Lj48nMzKRbt25kZmZSp04d+hiw0nlhYSF9+/Zl2rRpDkePNG3aFIAOHTpw+PBhQA8c\nMjIymD59Os2bN2fXrl0cPXrUpSGJ1atXJz09vTgIW7VqFXl5edx3332GvJbatWuzfPlyh6/FUaDp\nC+62q6h3s7Kq8kFYoMkODWVNzHDgDdsdTuaKeSr+4EPkRu0h8reunGr4MmEXW3A17H+GnsNTqlDv\ncg9S7o0NDDIFEfdrOVL+V6sGs2a5vcCqEEIIESjM5vL3UvlKeno6b7zxYH9SaQAAIABJREFUBl9/\n/bVLyTlMJhPDhg1jyZIlPPfcc6xdu5axY8faLMOSkpLCxo0bOXfunFu9YSkpKVy8eJFeZcwPWL58\nObm5ucXPi+aPDRw4kBUrVpCZmcm0adNcOufIkSO544472LFjB8uXL6dt27akpqbatEnTNPbs2VN8\nHldfy6effkrXrl2pVq2ay8e5o7Slb5zt80W7KhJJUW+QmJNO1vVR7s3Fubt/Opvj+hvQotLVPPIH\nGmT9jWo5KaR+voOQK+6lpbb6G1HMiGlHcXHQMehBah+YQnJUE7eO/fqPX1PzaDnHYNxyi6zk7KKQ\noBCqBVdjxHUjyi4shBBC2Jk6dSrh4eH88Y9/dDhEbv/+/cyfP99m24gRI/jtt98YO3Ysly5dKtFz\ndNddd1FYWMjMmTPdasvgwYP56quv2LixZDKx7Ozs4iGIXbp0oXfv3sWPZEu34N13302rVq14+umn\n2b59e4k6Lly4wJNPPmmzbcCAAdSsWZPnn3+ezz77zGZYJUC/fv2Iiori2Wef5cqVK269lvz8fGbN\nmlViX0FBAdnZ2S7X5Uy4ZY1ARynvIyyLsRbN+/NluyoS6QlzUW6IHq/mO4ju4w8+RI0TgzidaMT6\nBf6fsxN1pg9XIn7xy7nffhvefDOcw+uGlbn0zttvQ5dF7tXfuzf8+98QvcXjJgoLkzLxxegv/N0M\nr/rrX+GfxiyzJ4QQwk6jRo1Yvnw59957L6mpqYwcOZK0tDTy8vL44osvWL16NffbrUHXpk0b0tLS\nWLVqFS1atCixdljPnj0ZMWIE8+fP5+eff+bmm2+msLCQzz//nN69e9tkI7T22GOPsW7dOtLT0xk1\nahTt27fn0qVL7N69mzVr1nDo0CFiY2Odvpbg4GDWrFlD37596dGjB4MHD+aGG24gJCSEH374geXL\nlxMbG8vs2bNtjrn33nt59dVXi7+3FhUVxdy5cxkzZgwdOnRg2LBh1KhRg++++47c3FwWLXL8IahH\njx6MHTuW5557jl27dtGvXz9CQkL4+eefWb16NfPnzy9OK+8ps9lMixYtePfdd2nSpAmxsbGkpaXR\nsmVL2rdvj6ZpPPTQQ/Tv35+goCCGDBnik3ZVJBKEuei16+L5pbqZI9GuZ6dxVdSZ3lyI22x4vZ4y\nX2pM6uc7yOp+vU/OZz/kNz0d1q2D2mUkZGzd2v1zRUTAiy8CvnlpNjp31r+2bev7cwvP9OypP4QQ\nQnjHwIED2b17N3/7299Yt24dCxcuJDQ0lLS0NObMmcODDz5Y4piRI0cydepURo4c6bDOxYsXc911\n1/HWW28xdepUYmJiuP766+natWtxGet1r0Cff7R161aeeeYZVq1axTvvvEN0dDRNmzZl1qxZxMTE\nlPlaUlJS2LVrF3PnzuX9999n7dq1FBQU0KhRI0aPHs3kyZMdvpZXX32Vm266idoOPviMHj2a2rVr\n89xzzzF79mxCQkJo3rx5iZT79kMA//GPf3D99dfz2muv8de//pXg4GCSk5MZOXIkN9xwQ6mvo2i+\nlv1aYvbneOutt3jooYeYMmUKeXl5ZGRk0LJlSwYNGsTEiRP55z//WbxWWFFKelfbZf/zqYyqdBCW\nX1B2mSKXg018lGJMcooiwVf07DDVT9zpQhBWuS7EECIIuVyfdx69nw/+YbuvXTvY4eL6WuHhkFBy\n/eWAlJjo+usymkblT1EvhBCiYkpJSWHhwoUulw8JCSmeH+aIUoopU6YwZYrzlMcHDhwosS08PJzZ\ns2fb9Fa5Kzo6moyMDJvFo0tTlHq+tEWeb731Vm699Van+531iD3wwAM88MADLrXD2oULFzCZTERa\nJSpzdI5OnTrxzTfflNhuMpmYN28e8+bN87hdjn4+lU2VnhO272f/nj+oIJLUz3cQ+XsX/zakmLL7\n6j0mgmj87Vo6NLAdRhDnZkCVlAR+SvJTIfn6rtLAgXq+EyGEEMIob7/9Nj179qRBgwb+bkq5vf76\n60RFRRUvNh0Ivv32Wxo3blyiJ0wYq0r3hFUEwXm1yA897ZNz1Tg2mILg80T+1o1atSDLS+cZ3HIw\nn21zvM+NtQgB6Fi/I/em+X7BQeGajAz9IYQQQpRHTk4Oa9euZcuWLezZs4d164xbD9UfPvzwQ374\n4QfeeOMNJk6cGBDp2BctWsTmzZv54osvihfEFt4jQZgB9MWVvaPRf97lQLt7iT7t/YyJpkIz8Yf+\nDMD69RDxcOnl162D22679tyV7Ig7HtTH433maSPtLLh1gUE1CSGEEB56/31jUgQLp06fPs19991H\njRo1+Otf/1rq8LyK4KGHHuLUqVOkp6czY8YMfzcHgD/+8Y/UrVuXadOmMXXqVH83p9KrskGYkX8r\naxy7x7jK7ATlR9Pkm4+9Vr87Nm/WswsWqVfPednUVMjKoswMh0IIIUSFl5Dg7xZUeklJSRQWFvq7\nGYY5ePCgv5tQQlEafuEbVXZOmIPlKDyjBZXaExaUH+VWdaGXS4ls/Myd5bMGDtSTUEgQJoQQQggh\nhK0qG4T99ptvzhNyuT4AwXk1XSpfe/9jhp27Rw/DqhIVXLBJ7/ROqZHi55YIIYQQQogqOxzR91zr\nEjIVmg0747hxsHWr58cHBYH0TJfUrx+UscSGYYzqSTQHm1l5z0oSYxKNqVAIIYQQQnisyvaEGUV5\nkM69/o8v0Hzbdi+0xhhF6yLOGVpygUQBzzwDFXE+cKMajYp7xIQQokIZPRqaNYPYWH+3RAghDCFB\nmM9cC9aUFoLSAvfDsMlyVTSJbeLyMYMGeX6+J57w/FghhBBVQNOmsGwZBAfu/04hhHBHlQzCvJVF\nNuxiC+9U7CJ/rqn3l794fmxCAtSpY1xbhBBCCCGECGRVMgj7/XcDK9Ou9XBF/taNpl/+28DK3SOj\nNIQQQgghhAh8VTIIO3myfMfX32u1iriy7VYLKogk5sRt1Pnl8fKdJIBEne3p7yZUebIGqBBCCCFE\n5VElgzBvq7dvOjWO3+3vZhgm7HwrfzdBCCGEEMJjhw8fxmQysXTpUsPqnDFjBiaTZx+le/bsSa9e\nvQxri6h4JAjzsmo5DQEIzgv8sYKDB7teNj4ivlznqlVL/+rNeWyTJkHt2t6rXwghhBCeW7JkCSaT\nqfgRFhZGs2bNeOihhzh16pTh51NGrftiVZ8rdY4aNYqoqKgSx1oHcMePH2fmzJns3r27xPErVqzg\n5ZdfLn+DRUCRNEPlpZX+yxd9agBh51txOul1Lkf+5KNGeVfi7tdYPDuhXHVMmQI9e0J0tDFtcuT2\n2/WHEEIIIQKTUoqnnnqK5ORkLl++zLZt2/jHP/7B+vXr2bNnD2azMeunJiUlkZubS0hIiCH1ucNR\nsPbJJ5/YPD927BgzZ86kYcOGtG7d2mbf8uXL+eGHH5g0aZLX2yp8R4IwL1MoQi8nlNhWkUVktyc+\nonx1mM3Qtatnx3btCq1khKQQQghRKdx88820a9cOgNGjRxMbG8vcuXNZu3YtQ4YMKVfdBQUFFBYW\nEhISQmhoqBHNNUSw3XILmo8nf2uaRl5eHtWqVfPpecU1VW44YmGhf84byIHX9dfrX8PD/dsOV82f\nD2PG+LsVQgghhPCG3r17o2kaBw8eLN6WnZ3N5MmTSUxMxGw206RJE1544QWb4KVo3tdLL73Eyy+/\nTOPGjTGbzWRlZTmdE7Z582a6d+9OZGQkNWrU4I477mDv3r0l2rRt2zY6dOhAWFgYTZo04fXXXy/X\na+zZsye9e/cG4LPPPqNjx44opRg1ahQmk4mgoCCWLl1Kr169+Oijj4rbbzKZaNSoUXE9eXl5ZGRk\n0KRJE8xmM4mJiUybNo28vDyb85lMJiZOnMjy5ctJS0vDbDazYcOGcr0GUT5VricsJ8foGo0PrpSP\nY+MFC+Df/wZPeuhnz4YDBwxvkvc1auSNi0EIIYQQ5fTLL78AULNmTQByc3Pp0aMHx48fZ9y4cSQk\nJPDll1/yxBNPcOLECV566SWb499++22uXLnC2LFjqVatGrGxsRQUFJQ4z6ZNm7jllltISUlh5syZ\n5ObmMn/+fLp168bOnTtJTEwEYM+ePfTv35/4+HhmzZrF1atXmTFjBvHxns+Ptx6emJqayqxZs5g+\nfTpjx46le/fuAHTt2pX69euTnZ3N0aNHmTdvHpqmERkZCei9WQMHDuTLL79k7NixNG/enO+//565\nc+eyb98+1qxZY3POTz/9lJUrV/LnP/+ZuLg4kpOTPW6/KL8qF4QZIfzc9QRdjaUg5Dev1B+Sqw9f\nNF9M9Ur99kwm6N0bPv9cf17aHNOPP7Z9fvPN3muXV61c6e8WCCGEEIa7nH+ZQ+cOefUcydWTMQcb\nM1cL9F6us2fPFs8Je+qppwgPDyc9PR2AF198kYMHD7Jr167iXqAxY8ZQt25d5syZwyOPPEL9+vWL\n6zt69Cj79+8n1moB1cOHD5c472OPPUbNmjXZvn07MTExANx+++20bduWjIwMFi1aBMD/+3//D9B7\nw4rOc9ddd5GWlmbI64+Pj2fAgAFMnz6dLl26MGzYsOJ9ycnJ1K9fn3PnzjF06FCb45YtW8bmzZvZ\nunUrXbp0Kd7esmVLxo8fz/bt2+ncuXPx9p9//pk9e/bQrFkzQ9otyqfKBWHOOj9iTtxGdp11LtUR\nfDWWpts3ktX9egNbdo1CkfLt+wRfrenWcVFRcPq0V5pUrBw3fYQQQgjhZYfOHWL4muFePUfmoEya\nxzU3pC5N0+jTp0/xc6UUycnJrFixgrp16wKwevVqunfvTkxMDGfPni0u26dPH5577jm2bt1qE6Dc\nfffdNgGYIydOnOC7777j8ccfLw7AAFq1akXfvn352HLXubCwkI0bN3LnnXfaBHrNmjWjf//+rF+/\nvnxvQDmsXr2a1NRUmjZtavO+9OrVC03T2LJli00Q1rNnTwnAAkiVC8KsrtGAZp/MwxXemFsZFwcc\nLLOYEEIIIQJAcvVkMgdlev0cRlFKsWDBApo0aUJwcDC1a9cuESjs27eP77//nlpF69vYHW+fzt6V\nYXZFPWNNmzYtsS81NZWNGzeSm5vL+fPnyc3NpXHjxiXKNWvWzK9B2L59+9i7d6+h74vwnSoVhF2+\n7O8WeNf9be4n4+v/GFpnrVpQQeJWIYQQosozB5sN66XylQ4dOhRnR3SksLCQvn37Mm3aNIdZBO0D\nqbCwMMPbGIgKCwtp1aoVc+fOdfi+JCTY3tCvKu9LRVGlgjC/KmM9MSP8qeOfuCsRLEOoqVPH66c0\nzJNPwvLl/m6FEEIIIQJNSkoKFy9epFevXobVmZSUBMBPP5Vcw3Xv3r3ExcURFhZGtWrVCAsLY9++\nfQ7LGaW0RZ+d7UtJSWH37t2Gvi/Cd6pUinp/pacHiD842SfnqVMHtm+Hb75xvhDy22/rGREDSefO\neup5IYQQQghrgwcP5quvvmLjxo0l9mVnZzvMfFiWOnXq0KZNG5YsWcL58+eLt+/Zs4eNGzdy6623\nAnpq9/79+/PBBx9w5MiR4nJZWVkO2+OpiAh9AdZz58453JednV1i++DBgzly5AhvvPFGiX2XL18m\nR7JAB7Qq1RN25oxr5dzLfOhaD1fw1RrUOjyO00kLXazXc8Gl/FSnTwe7hdhLKC07oqss2VOFEEII\nIZxyZZHixx57jHXr1pGens6oUaNo3749ly5dYvfu3axZs4ZDhw6VmYjDkb/97W/ccsstdO7cmQce\neICcnBxeffVVatSoQUZGRnG5mTNn8q9//Ytu3boxYcIErl69yquvvkpaWhq7d+92+7yOpKSkUL16\ndRYuXEhkZCQRERF06tSJ5ORk2rdvz8qVK3nkkUfo0KEDkZGRpKenM2LECFauXMn48ePZsmULN9xw\nAwUFBWRlZbFq1So2btxY6jBP4V9VKgi7csW1ctWP38G5uh94LQV9Wbp0ga++Mr7e994DS++7Q0Yt\n1v7MM3DTTcbUJYQQQojKq7RheEXCwsLYunUrzzzzDKtWreKdd94hOjqapk2bMmvWLJvshkopp3Xa\nb+/Tpw//+te/yMjIICMjg5CQEHr27Mlzzz1XPFwR9IyJGzduZMqUKWRkZNCgQQNmzZrFsWPHXArC\nNE0jKCio1PYEBwezdOlSnnjiCcaPH09+fj6LFi0iOTmZCRMm8N1337F48WLmzZtHUlIS6enpKKVY\nu3Ytc+fOZenSpXzwwQeEh4fTqFEjHn74YZu5cqW9L8I/qkwQVlAA+fnuHGFQRFIF9evn7xYIIYQQ\nItD94Q9/4A9/+INLZcPDw5k9ezazZ892WiYpKcnp0ERn+3r16uXSnKpu3brxzTfflNhu3WPmzIUL\nF4i2myOyZcuWEuXS09OL10azFh4ezjvvvOOw7qCgIB599FEeffTRUtvgyZBN4V1VZk6YewFY4GjT\npvT9//63JY28EEIIIYQIKJqmsXPnTlq0aOHvpogAU2WCsPKoceyeUvYa37XbocO170eOLL1saGjp\nc8CEEEIIIYRv5eTk8OabbzJw4EB+/fVXRo0a5e8miQBTZYKw0uY7RZ69sdRjY06W7Br2hCoMsTSm\n9Le9e/dr3zvLcOgNMlRYCCGEEKL8Tp8+zbhx4/jxxx+ZM2cOQ4YM8XeTRICpMn0opQVhCT++yLEm\ns2y2Kc3xW5P4vW1u96D8KJfbUOPYvWiqkIjfOzstM2iQ+8HQxInwj3843vfEE/Dss+7VJ4QQQggh\nPJeUlER+RZ0LI3yiyvSEuUOhqPPLNIf7Is51LP6+ftazJO16y+V6TYXViPvf/SgHb3vi938nYY9n\nC2X16wfvv+943113uV6Ps0D19tvh7393v11CCCGEEEKIkqpMT5i7gq7WKLNM9Jm+hp0v4lwnw+oy\nWtu20KmMBCGgL7i8fbv32yOEEEIIIURFJkGYMMxLL8HFi/5uhRBCCCGEEIHNK8MRlVJJSqk3lVIH\nlFI5Sql9SqkZSqkQJ+VjlVJHlFIFSqlou32tlVJblVK5SqnDSqnHPGlT+RYiVsQeHUrY+dblqaTS\nCw0FDxasF0IIIYQQokrxVk9Yc/Tc7WOA/UAa8CYQDkx1UP4tYBdQ13qjUioK2ABsBMYCrYBFSqnf\nNU17050GuTc3UmG/WHPtA4+4U0G5mKxCYyMyFt56K3z0UfnrEUIIIYQQQpSfV4IwTdM2oAdPRQ4p\npeYA47ALwpRS44EY4ClggF1Vw4EQ4AFN0/KBLKVUW2AKelDnsqNH3XoJPrNjB1x/ve22hATfnPu9\n96BaNd+cSwghhBBCCKHzZXbE6sBv1huUUi2AJ4ERQKGDYzoDWy0BWJENQDOlVIy3GupvSsHw4d4/\nT1IS1Knj/fMIIYQQQgghrvFJEKaUagz8GVhotS0UWA48qmmas36qOsBJu20nrfYJIYQQQghRbj17\n9qRXr17+boaoItwajqiUehZwvICWTgNSNU372eqY+sB64F1N0962Kvsc8KOmaSuKitp9Lbf/rfwf\nQWFBaBpcuaRvC2oaS3DzwM0eUb++8XUGBRlfpxBCCCGEp0ymsvsBlFJs2bKFpKQkGjZsyJw5c5gy\nZQoAn332mdOASSnFihUrGDx4sNO6R40axXvvvceFCxdsjrNu1/Hjx3n99de58847ad3aNjnbihUr\nOHXqFJMmTSrzdQjfWrFiBStWrLDZlp2d7afWOOfunLA5wKIyyhwo+kYpVQ/YDGzTNG2sXbleQJpS\n6p6i4pbHaaXU05qmzQROALXtjit6fqKsxiYMTiA8MZxjxyC/jPde2cR+irALaWVVX8KIEfDOO24f\nViw+Xq8DypvN0dakSVC7NiQmGlenEEIIIYSnMjMzbZ4vWbKETZs2kZmZiWb1ISg1NZWcnByn9Uye\nPJnr7SfXA126dCn1/EoplF32s08++cTm+bFjx5g5cyYNGzYsEYQtX76cH374QYKwADR06FCGDh1q\ns23nzp20b9/eTy1yzK0gTNO0s8BZV8paesA2A98Cox0UGQSEWT3viJ4lsRvXArmvgNlKqSBN0wos\n2/oBP2ma5nJIax/8RvzehUs1viq9/Zr7OUvCwsouY+3++22fp6XZZkYEY7IjxsTAWPsQuJIaMwZ+\n+63sckIIIYTwn2HDhtk8/+qrr9i0aVOJD88Ahw8fdlpPt27dGDRokCFtCg62/eynGXlH3AWappGX\nl0c1yZpWJXhrnbB6wL+Bw+jZEOOVUrWVUsW9WpqmHdQ07ceiB3AQvSdsr6ZpZyzFlgN5wNtKqRZK\nqSHARODF8rQvcc8rrhXUvDuO709/8mr1VdLYsfDEE/5uhXGaNNG/xsf7tx1CCCFEZdezZ0969+4N\n6MMdO3bsiFKKUaNGYTKZCAoKYunSpfTq1YuPPvqIw4cPYzKZMJlMNGrUqLievLw8MjIyaNKkCWaz\nmcTERKZNm0ZeXp7N+UwmExMnTmT58uWkpaVhNpvZsGEDomrw1jphfYFGlsf/LNuKFt8qLbKxueWg\nadp5pVQ/4O/ADuAMMEPTtLcMb7EDNY7fxe/1VvriVB5zYUi1qMD69oXrrpMgTAghhHDkwoULnD1b\ncpBWzZo13a7Lenhiamoqs2bNYvr06YwdO5bu3bsD0LVrV+rXr092djZHjx5l3rx5aJpGZGQkoPdm\nDRw4kC+//JKxY8fSvHlzvv/+e+bOncu+fftYs2aNzTk//fRTVq5cyZ///Gfi4uJITk52u92iYvLW\nOmFLgCVuHvMZDgI0TdP2ADca1LRKISwM1q2DU6cg2MCfoI973YWLJAATQgghHBs9enSJYYNKKY4f\nP058Of6BxsfHM2DAAKZPn06XLl1shk8mJydTv359zp07V2L45LJly9i8eTNbt261mZfWsmVLxo8f\nz/bt2+ncuXPx9p9//pk9e/bQrFkzj9sqKiZv9YRVbJphCRqd2rTJ/WPuvx8WLdIDrxo19Ic3GDEP\nTQghhBB+cPkyHDrk3XMkJ4PZ7N1zuCgjI4Nu3bqV2B4b659M2KtXryY1NZWmTZva9ND16tULTdPY\nsmWLTRDWs2dPCcCqKAnC/KR69dL3O+qV+tOf9CBMCCGEEMKhQ4dg+HDvniMzE5o39+45XJSWllY8\njysQ7Nu3j71791KrVq0S+5RSnDp1ymabDD+suiQICyCynpcQQgghyiU5WQ+SvH0O4VBhYSGtWrVi\n7ty5DrMrJiQk2DwPcze1tqg0JAgLAG+8oadWD5CefSGEEEJUVGZzwPRSVXT264i5si8lJYXdu3c7\nXUhaiCKSW8+B8Ox25a7j1VfBkkinTGUNTRRCCCGEEL4VEREBwLlz5xzuy7ZfiBYYPHgwR44c4Y03\n3iix7/Lly6UuPC2qFukJK6bf0Wj4n39izmns9tF2vcskJcHQofD550a0zTeKMi2GhPi3HUIIIYQQ\nrti6dSu5ubkltrdu3ZpWrVqVq+6UlBSqV6/OwoULiYyMJCIigk6dOpGcnEz79u1ZuXIljzzyCB06\ndCAyMpL09HRGjBjBypUrGT9+PFu2bOGGG26goKCArKwsVq1axcaNG2nXrvw3+0XFJ0GYQSpDb1aX\nLjBxIgwe7O+WCFExpNZK9XcThBCi0ihr+J/9fqUUr7zyisPyGRkZpQZhmqYR5GAyvvU5goODWbp0\nKU888QTjx48nPz+fRYsWkZyczIQJE/juu+9YvHgx8+bNIykpifT0dJRSrF27lrlz57J06VI++OAD\nwsPDadSoEQ8//DBNmzYt9TWJqqPSB2G//+7vFnimaH6YkeuAlcVkgpEjfXc+ISqyT0Z8QliITKgW\nQggjvPLKK04DqqSkJAoKCmy23XjjjSW2uePChQtER0fbbNuyZUuJcunp6aSnp5fYHh4ezjvvvOOw\n7qCgIB599FEeffTRUttQnvaLiq/SB2EnTvjuXA0bGlfX6NFQsyakyo12IQJSjTAvLdQnhBDCqzRN\nY+fOnbRo0cLfTRFVmCTmMFDfvtC1q/59eXuwzGYYMkQWThZCCCGEMEJOTg5vvvkmAwcO5Ndff2XU\nqFH+bpKowip9T1hZVGE1Q+t74QX44guoVQtCQw2tWgghhBBCeOj06dOMGzeOxMRE5syZw5AhQ/zd\nJFGFVfogLPJsDy7W3Op0f6OdK8pVv8kEhYXXnpvN0KeP/n1MDNx/PyxaVHod9etDWprr87Hq1vWs\nrUIIIYQQVVVSUhL5+fn+boYQQBUIwsoSmpvodF/MyYH8Xnc1oblJ3m1DKCxe7FrZ116DRo282hwh\nhBBCCCGEF1X5IKw0YRdTSd32TallfD1nq317355PCCGEEEIIYSxJzGERc+oWAEKuyFg/IYQQQggh\nhPdUgZ4w17qqwrPbkfr5Di+3RQghhBBCCFHVVYEgzLtcHY4YHg45Ofr3n37qvfYIIYQQovLJysry\ndxOECEgV9Xej0gdhysWeMCGEEEKIQBMXF0d4eDjDhw/3d1OECFjh4eHExcX5uxluqfxBWGGI5Ws1\nNNMVP7dGCCGEEMJ1iYmJZGVlcebMGX83RYiAFRcXR2Ki84zngahSB2GFhYCmv0TzxWbkRu82/By+\nzo4oAs+KFSsYOnSov5shqgC51oSvyLUWWBITEyvcB0xXybUmqqpKnR2xsFCGI5ZHl4Qu9G3Ulzua\n3+HvpgS0FSvKt+C3EK6Sa034ilxrwlfkWhNVVaXuCTtzBsz+bkQFZg428+xNz/q7GUIIIYQQQlQq\nlbonLDf32vchl+t55RxlDUeMiNC/hoZ65fRCCCGEEEKICqZS94QBoCmSdr+O+UIq5+P/5fPT33cf\n1KwJW7bA1q0+P70QQgghhBAiwFTWIMwMUPhbLlc5BsfhMlloxzS04FxycnZSeEpftCsnZ2e5TpSX\nB/n5+tDHnU6qql8fTp68tk7Yrl0QFeX6OYqOc1a/8K/s7Gx2yg9H+IBca8JX5FoTviLXmvAFq7XE\nAmamktI0zd9tMJxSahiwzN/tEEIIIYQQQgSM+zRNW+7vRkDlDcLV5wOMAAAGuUlEQVRqAv2BQ8Bl\n/7ZGCCGEEEII4UdmIBnYoGnaWT+3BaikQZgQQgghhBBCBKpKnR1RCCGEEEIIIQKNBGFCCCGEEEII\n4UMShAkhhBBCCCGED0kQJoQQQgghhBA+JEGYEEIIIYQQQvhQpQvClFJ/UkodVErlKqW2K6U6+LtN\nwn+UUt2VUuuUUkeVUoVKqdsclJmllDqmlMpRSn2ilGpst7+aUurvSqkzSqkLSqnVSql4uzI1lFLL\nlFLZSqnflVJvKqUi7MokKKU+UkpdUkqdUEq9oJQy2ZVprZTaarl+DyulHjPy/RDeoZR6Qin1jVLq\nvFLqpFLqfaVUUwfl5FoT5aKUGqeU+s7y889WSn2plLrZroxcZ8JwSqnHLf9HX7LbLtebKBelVIbl\n2rJ+/GhXpvJdZ5qmVZoHMAR9XbCRQHPgNeA3IM7fbZOH366Jm4FZwO1AAXCb3f5plmskHUgDPgD2\nA6FWZf6BvubcjUBb4Evgc7t61gM7geuBrsDPQKbVfhPwPbABaIW+jt0pYLZVmSjgOLAESAUGA5eA\nP/r7fZRHmdfZx8AIy8+tFfCh5ZoJk2tNHgZfa7da/q6lAI2B2cAVIFWuM3l48brrABwA/gu8ZLVd\nrjd5GHF9ZQC7gVpAvOURW9mvM7+/8Qb/ELcDL1s9V8ARYKq/2yYP/z+AQkoGYceAh62eRwO5wGCr\n51eAO63KNLPU1dHyPNXyvK1Vmf5APlDH8nwAcBWrGwLAWOB3INjyfDxwpui5ZduzwI/+fu/k4fa1\nFme5JrrJtSYPH1xvZ4H75TqTh5eur0jgJ6A3sAXbIEyuN3kYcY1lADtL2V8pr7NKMxxRKRUCtAc+\nLdqm6e/MJqCLv9olApdSqiFQB9tr5jzwNdeumeuBYLsyPwG/WpXpDPyuadp/rarfBGhAJ6sy32ua\ndsaqzAYgBmhpVWarpmn5dmWaKaViPHyZwj+qo//8fwO51oR3KKVMSql7gXDgS7nOhJf8Hfg/TdM2\nW2+U600YrInSp47sV0plKqUSoHJfZ5UmCEO/8xwEnLTbfhL9hyeEvTrov3ylXTO1gTzLL7yzMnXQ\nu6uLaZpWgP4B3LqMo/PgZhkR4JRSCpgHbNM0rWhMu1xrwjBKqTSl1AX0O78L0O/+/oRcZ8JgliC/\nDfCEg91yvQmjbAdGofdMjQMaAlst87Uq7XUW7E5hIYQQZVoAtABu8HdDRKW1F7gO/e7s3cBSpVQP\n/zZJVDZKqQboN5Ru0jTtqr/bIyovTdM2WD3do5T6BjiMPt9qr39a5X2VqSfsDHrihdp222sDJ3zf\nHFEBnECfN1jaNXMCCFVKRZdRxj4DTxAQa1fG0Xlws4wIYEqpV4FbgJ6aph232iXXmjCMpmn5mqYd\n0DTtv5qm/RX4DpiEXGfCWO3REyXsVEpdVUpdRU96MEkplYd+91+uN2E4TdOy0ZNmNKYS/12rNEGY\n5S7Nf4A+Rdssw4L6oGdIEcKGpmkH0X9hrK+ZaPSxwUXXzH/QJ21al2kGJAJfWTZ9BVRXSrW1qr4P\n+h+Nr63KtFJKxVmV6QdkAz9alelh+aNgXeYnyx8kEcAsAdjtQC9N03613ifXmvAyE1BNrjNhsE3o\nGeLaoPe8XgfsADKB6zRNO4Bcb8ILlFKR6AHYsUr9d83fGVGMfKB3W+Zgm6L+LFDL322Th9+uiQj0\nfxxt0LPiTLY8T7Dsn2q5Rgai/7P5ANiHbdrTBcBBoCf6ncEvKJn29GP0f04d0Ieh/QS8Y7XfhH63\nej3QGn3c80ngKasy0egZgJagD2cbAlwEHvD3+yiPMq+zBejZk7qj3xErepitysi1Jg8jrrVnLNdZ\nEnqq5mfRP3z0lutMHj64/uyzI8r1Jg8jrqu/AT0sf9e6Ap9Yfr41K/N15vc33gs/yAno6wTkoker\n1/u7TfLw6/VwI3rwVWD3eNuqzAzLL1QOeoabxnZ1VANeQR/yegFYBcTblamOfncwG/3D+BtAuF2Z\nBPT1oy5afqmfB0x2ZdKAzyxt+RV41N/voTxcus4cXWMFwEi7cnKtyaO819qb6Os15aLfHd6IJQCT\n60wePrj+NmMVhMn1Jg+DrqsV6EtK5Vp+bsuBhpX9OlOWyoQQQgghhBBC+EClmRMmhBBCCCGEEBWB\nBGFCCCGEEEII4UMShAkhhBBCCCGED0kQJoQQQgghhBA+JEGYEEIIIYQQQviQBGFCCCGEEEII4UMS\nhAkhhBBCCCGED0kQJoQQQgghhBA+JEGYEEIIIYQQQviQBGFCCCGEEEII4UMShAkhhBBCCCGED/1/\nCzr6Bcnqyi4AAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cycle_cycle_jitter_fft = np.fft.fft(cycle_cycle_jitter)\n", "plt.plot(20*np.log10(cycle_cycle_jitter_fft[:len(cycle_cycle_jitter_fft)/2]), label = \"Cycle-Cycle Jitter\", alpha = 0.8)\n", "period_jitter_fft = np.fft.fft(period_jitter)\n", "plt.plot(20*np.log10(period_jitter_fft[:len(period_jitter_fft)/2]), label = \"Period Jitter\", alpha = 0.8)\n", "tie_jitter_fft = np.fft.fft(tie_jitter)\n", "plt.plot(20*np.log10(tie_jitter_fft[:len(tie_jitter_fft)/2]), label = \"TIE Jitter\", alpha = 0.8)\n", "plt.axis([0, len(tie_jitter_fft)/2, -250, -150])\n", "plt.legend(loc = \"lower right\")\n", "plt.title(\"Jitter Spectrum\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python [default]", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.11" } }, "nbformat": 4, "nbformat_minor": 1 }