{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import numpy as np\n", "import netCDF4 as nc\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "f = nc.Dataset('/ocean/vdo/MEOPAR/completed-runs/SalishSeaLake/test25/SalishSea_1ts_20160601_20160601_ptrc_T.nc')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(7, 91, 252)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.unravel_index(np.argmax(f.variables['mytracer'][-1,...]), f.variables['mytracer'][-1,...].shape)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "name": "stderr", "output_type": "stream", "text": [ "/home/vdo/anaconda3/lib/python3.6/site-packages/matplotlib/colors.py:491: RuntimeWarning: overflow encountered in multiply\n", " xa *= self.N\n" ] }, { "data": { "image/png": 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MnQD8pv8qAJrNnhAxD9TBXUo4/s/Q973Psnu3PWz6smWEehQEQYhvdMAteWYS\nj1AeFHcZnVU3qukeu6tplq/v5C37i5iSyD2spl/SDxcVLYHEl0G0pklO7VV5enynyp4bkgmofZwy\nPJt3zlnXw1ZW31l0BQp3Do8EKXWVSP3t0jvp0W0PABu+bpGkDlZBEITSTVKLmWCeGSND8MaOc0jP\nnFasbqzw7T+QCIiWfcNv2gIUTpXtHP+qN/ngOyNe555Fapro6UHzLWX1nTJgCQD/u34wACkRsl93\nwZQOak+n6SuGcTinmuqv2lX0E4EDugVBEJIfjQLZaDJxCJV19qUzTQKe3zRuBgDd50yJssXFiWXG\n4qzPuvjZ4Lsq7GFWjZkOKG/WpAHLitg2f1TRoGvf6bgZK4cCkRMxBg/1W830FcMAWDd2On3mOpvD\nRhAEQYgvkk7MvDPi9aDLpUENusYy+/3FpkGUiGnb6QcAdm5rEj3DgxCOx6h8Y0/Q7umKVK6pVlRd\nylGeCc2lU+0adezsvuq8MEztLu6/lNnfBlVW4mD+qBcZuWQSUBgPNHpB4Yahvnb7TsdFmn+tutXn\nHqYVmSITBEEorUjMTAJxz6KHQ3pmWn9xV8Dzi0crz8zQBUrUaLVzg+aZiTT+sTL+x3wp2/AiAOXK\n5nH+rAo2rl7jImf2Vwcgre2PZP9QF4Dy1VRWX13XOJOtzr847F0mL77b25f5qaMn4ioGJbW+Eme9\nrsv23sMLPvcmCIIgJCdJJ2bM7NTsi/H3L29Zz5Clnj2TPCN0tyaH2HRaZfAtW/cS+T9WjLT5xQi2\n2gng5h0qyd+n7RYA0HzdPVStpgb00z9X4ZqmKvvugSO1SclRkzt5OZW81xszp5MX38328S8DkJ75\nuKWgXm9enAgG85rFeH3e6v056RvaAVA/9Szusso419XknCsWBEEwi8TMxDnGJoJWtyswpmJmfdsN\nVK44xvX+EoB567rR3WdbAmO/HyNVfiSxcg/puwqPX0Al/HMBF85V85ZD0X724wBsGjfDO91mJqh3\n+ejngcKsvrEksI2PkS15ZgRBEJKapBEzRip8qxtJXjlUBQCtVi61004DSsSAWtVjBMOWbXgxKiLG\nn2ivsuo+Z4pFz4wSMVa0vvsalTDQdc6Zt59sJioIghAaXdckZibeqebZxDA9cwIvDXvHWza94ePJ\ncpw8qeJjKjVR2xos3HIDla5TnpvLB6tEwuxiLPN4Op75ubv6t/b2qCfTCxUzs8azmqnpksmk2Jhe\n+sfNKti2ERopAAAgAElEQVR4YtZ9YdtqLcZHRI0gCEIykjRipmZFFQR7lurMOamSsrmrFPDVkYaW\n2zJS9ruInogxaF5GJdN775PeADybsZPu28YBcF/ahqjaMnLvQAD8N1ltnKqeScpFa4us141VIshY\nKm3Fa+JO1Xl3yD8Bc0He4pkRBEEoPSSNmNn/rRItvoPXx2OeZ8B869MgsSKUlyGS6f8DYSxNL76E\n3Z5Q8BUxYM5r4q7gBmB456+9yfqsBHmLkBEEQSikQKaZ4pvAA+RU+t64A4B1ntUt8UwoL0O0hIw7\nVc0dZY95I6Bddqdw7Gx98NTNiwH4+4oRRTaqlGkkQRAEwSApxIyZQTERMBP/EQ1c+VqR/sw832A2\n3n/rJwA8VfN7S7Et/u398pb1Xs/Mvf3WifdFEATBIjrgToh5CusktJhJtoDPUJ6ZaGNHdAQTO1kt\n29vyzPhmJq7f5jgA//dVz7hK1icIgiDEloQWM1YGxURg4egXSM9UifviQZzZ9cwEK6fvMRfbkp45\ngd8PUokAjey9jdse48ez1wCQUtZNHOToEwRBSDA0iZmJR5LNMzNy/mRvOR4EmZOemX0ZM+m3c0SR\nuo/ctpJ/fDygWL9V0s7y3OfDAUipkwtAvu4i/6jK8Fu12VnOy+7XgiAIgoeEFDN2pisSjZt67ALU\nPTbvcBiAvd80iqoNwZ6jXc/Mde1+LNJ+ICEDcCG7GlqNqwB0bHwEgG1bmvHIbSsBeG3VgCSd9Y0t\n7nLK33Vjh+/Z8HULQLaAEIRkQm00mZyf6YQUM6UhSdqGw00AtTT554uVo9q3XlMJiXaNlfjwf45m\nPTP+1x7cUd+0DdrpsgBsO90MgDVjptNvnlraPbDX16z8vKP5GxJM8Wy/eerfZWP5i+w0LghCApGQ\nYqY0eGaMKZW/DMn0DiiN2x7j0M56Ee23TMOL5OaoKZydR1Rf5RrlkHu4UFBZWc0ULr/pvwqAfvOm\nFemj2fXKY2PkFxLsUSVNbUbaq/4Bnl02FoDd41+j9exHARjXZyNz1vWImX2CIDhLQZIun0hIMRPK\nM7Nw9Aue8mTvNgdn91WPgaX2MbZheHppBivGqC0OBs6L3GaOqQ3UbttXzpSnZj21ncPZs0pQXc4p\n53376y7YPy64Z2aAw16Tf67qDxQVTl+MfZ6ec9WzcFdw0yRNrXKKtNBLJvxft7RmP9O640EAWs9+\nlGcHzwbgD5+MTdKvPkEQkomEFDOhpjZ8A2kTTcQYGHtJ6S54+cQtke2sdi7uAjWPmnIxpdgzc4F3\nv6tJi+9h0o9quwhq5dJ123gAOnTOBmDFFx2p2/IkACf21LJkhrEBZZmKeUxqvwaAGSuHFqv3p+P9\n2DRuBqA2xlzTdhEA6TuLvx8e7L+af6261ZIdic7fh74PwJNL7jQ9/Tql+gFvDJPv88v2Kd/R93MA\nPljbK7I3IAhCRNDRJGYmXggVdJq28CFcucnzYmluyPr2egBqpJ8JKc7sTPekpLopOFYh6PkOnbOZ\ntPgeQK1AeuVz5S1JS/uJY57l0t9dqQNAuQYXSU0pMN23ga7BR33V3kt3LJzI6daVvX2Dup+Mvmpv\nquO5Veg+ZwpgLgjZSNz31uoIi8I44ckldwLOLan3f0+9MOxd75J5QRCEeCBhxMzu8a8BkJ75aIme\nmWR0ibvOq5fp7PnqRZLIhYodMgglbEoSMgDbdjRlXJ8vAbUCqU3HQwDs3t+AmX3/DcDDWfcXs8EM\n7mp5ALzf5w3uWDixWBuLRysPzLCtUzhwUXl6Nm9ubmt5eDJTJe0sF7KrAc4vqS8NAfeCUFpwJ+Uo\nmUBixghI9P1yNaYa0jOnxMyuaDKmz5feX8RWBplwB/Sq9c8zZ1MXAGo2P82erxsD0L/n9iIipiQb\nAvU/c/ibTMh6AIC7Fj4a5Dr12s4Z9RLjFkwCYOTNmy0NtpvHqRiqG5ZOIuVScn2Q3WXUcuoR1+2g\nXnMVzGtXoBg4IXxKI6n1VdxZ/o8VY2yJIJQ+NF2PfS7Vco0b6Q2mPVFiHV+PxJQBS4DA8RTJTkw8\nErVzKV9BLde+dKE8rjNlAtpTkg2hREez1fehnSpbrK4RzO0bBxWKvw75kKeW3g7A+rHP0zNLCSIt\nT6NRm58AOHLcM113MjGS7xmruv65qj9rxkwHiq/wMoJ2e1VQgbz9/c7b8aCEOyWVzALHXUYne3Tg\nzVgFwQwHJk3bqut6l2j1V7dNDf3O9wPn93KaFzt9FNV7SwgxM/LmzSz8VAWdvj1iJvctKl1fFnVb\n/QzA8e9qU1DRDcCuoa/SfvbjQOSWRRuUb3yBy0eqANCxUzbfbE3z9uvUQLd9/Mv0+upXAJzfX82b\nNPCzjW1s2VyrxSkAzuZU8P5Szui7gQ83dQdAd6n3fcrFFFvtR5JwvSJGAPCB3Dre1WCbxs3wxhmF\nY49ZG+yKqHgWSVaeg4EIG6EkRMw4R9xNM7X0xGN8921jNDVus/DTrqX6V8/x72oDasA3BEynzx/w\nno/0M7l8uAoLRr4IwOgFT0Qo9uJxqjc/7e3TrogxOPl9TQDcVQro7lnmPm9vB1yXXSXYELnn6K6q\nVmqRonN7hy0AZK690WtLJAJ1Jw1YRvnGFwBsCxnf9j4a9Yrn78fCjsWZMmBJMc+qU89h+tBZAExd\ndhcAw3p+xeJd7QDoknaIb35UyRs7NTjqXTXoyyrD87V4qjcDshUbfO9fEIToEDdixkjZb8Rj7Dfx\nxWYk/DICH5MV45d2+9mP82D/1QBRXW780K2rGb1Aec6cHGz9f12f2VvDcdtdF1I4nasCnPOPVoza\n1Jy7jM4jfdRr9c9V/cke9Ja3X18RYxxzMlD3g5GvAnD7ooloDjpef7HgMW/ZCdGh1b0CwN4+70Tk\nOYzvsxGAOTs70eBalW9q75ladG+kpuHWf9ma/QHbVZmmszNm8tzJVqZs8D0uCPGMLM2OMN9/q/Yd\n2m/iy2xQ721Frl2e3SmKlkaXob2/CrjUNhpUbnoOUMLJyUHm1eFvF7km0hhZgq0OtqEwvhP+Z8j7\n3teoTMOLACzr9jr9PdsvBHsOTkzb+JaNqTljVVg0vrLCeT/0+Hqc6bpWnoMRX/fUt6MAKF/xKq2q\nnQDgs0Np5OSrOKkPR7xKeuZEU+0+nfFd2FNogiBEjriNmQn2ZVa9+Wk2d1KBjrGcP48msfrC7NV9\nNwBfHm1M3pFKXlvsDjLxgJPxH77l5zx7GX11sQkA89Z1s/RMwhWL8YaRSqH17GCr1CZ4A5kbp1YJ\neN7Oc/hq3IvcsPZhALQU9d12c9o+PtmtPCyD2u7g2GWVG2n74frsu+Xfpto1/g5WVxDsEO2YmTpt\nauq/mDUoKn292vl9CQA2GHnzZgBv8C84E2SYSPje77391vHvNX1st+NLSc/Jd+WYvw2p9S/xXe93\nvW0k0mDr5LSYb/m5IZmsOK1iMoxYH6siKZiNyfReD3Zvhgfw664f2n7vGN6+R1bei6uqWnl3b3s1\nzfTvNX28wnzfuVrkF6i4qZfafMhdCwtTPkDw98DIvQPZua0JAOvGKhHWZ+40S/cvCP6ImHGOuBYz\nBu5q+WQPKIw5SNZfSE4OXoHastNGIBuua6d20w62C3Y8D7ZOemaMzS5XtFoStkjqu3MkAEd2Xlti\n3YWjX7C0TD3eWD9W7TPWe+7UImVQn3PX2fBnvo1A8tP7VQxWo9Y/cWTntcXqlW98gW3d/wMUzWOV\ntkLlTnKdi5tZeCFJiYWYGTdrcFT6er3zeyJmSiLZfq1CyfdhVagFasu3Patt+NsQyp5nBs/17r78\nm/6rvEuD4xk7nhldg/3jnVvVVdpo2v4o+/coMWysGIolnbvsA2DrlvQYWyKUJkTMOEfC/fRIBM9M\nqLn2YHWdGOjCfSbhisX/WjGWe/p9CpAQQgbMr8xJy3rQmwh8//jIreoqDRzY3iCukqqLiBFKAzqy\nmiluSATPTDCviJ2BzirhthVuHIzmhrc39gagapPzXPyhqvWbiBG+95WeWbgNQnqmmtZxEX6gbiK8\nfwVBEBKNhBMziRB06i9k7Ax0dvsNt10nBtty1VX+kIs55azdQJzRdY4SMe4KKntj9vB/hS1QQr0f\nbuqxiw2HmgCyx48gCE6j4dbjySfqHAknZmL5y9ZKH3anIMIhnHbteBmCUZCntghwpbpx27iPeMPI\nGmzVoxbsORnHnx403/t3644qkdtPl6t4RUzjtsc4tLOe07cjCIKQdCSMmLEy2N68QyXL+nFXXcf7\n9y8bhBMj4ZQAK8lb0HSJ2v4g0F5Ejk+DeNLO6skyN1s7F4DyFa4Gfd3svIbPLR8NQLlGOXSsplZG\nfbC2FzvHqwy+bWdPtG2yIAhCINxRSacZfRJGzJgdbHt8PY6NHeeo47vsiQS9hspT0eDaM3zabkGx\nPuJh9YpVj0+Kz3Wh6sb7NF60MNLtG1w5VMWRtvTj5Yucyz1cmQ8O9wKM5zvRp1w6nrUgCEI4JIyY\nMQg22Bqc/L4mdAyvj74tvwdg3YZ2fNfyorePQAP668PfCmmj0yImWLvBbHRXKSB78Jum6jo5jadp\nOrFf+G8ef/Fi4C8+7ODy7NJdcKxCwPOy8kkQhEij61CQLB5zPxJOzAQabMFZL8InO1oDsHncDO9u\nw/syZuK69nKxurdVyPf2b9jz8eXUiAw+Vjw+vnEYWS2WOxagui9jJmnLPUnFzgd++2jGNJPb5X1m\n7p8CD+LxgFfE6BqaS0X56LrmiIgxyMspC0Cl6y5w+WBxD4+sfBIEQbBPwokZ3y/zQMec8Iq4LqhJ\nme5zpphud9bI1/ipQA2KD2dNdXTwsTsdZGQyTf/a2aXDoWLhdbeq4Upx4y6I78j5It4YTY+I6NJd\n8MvOKrX+B2t7US1d7eB8dl/1YnXFMyMIQiSR1Uxxwu8HLfCWzQ7GvmUrA8G4Phu99bePf5n0zMcB\nmD50Fr/IvrVI3R7lUknPnGrKnpJscFJ0ZHvKfzrZ2lJ8TdgxMx7PjNutecvxQqCpJCc9MIF4b/hr\n3j2ANvl4+wIhnhlBEATrJJyY+cvyUfzF71iwwdi/jlUyv+7C8N5fAdBmyUQqNsoBYFSli0zzZAx1\nUhxYDeq10u4fM3Y7ZkMovOKgdi6pZQoAyA95VeRxXXvZu8Iq0gIGfJ+f787RU3iw/2oA/rXq1mLX\niGdGEATBOgknZgIRqZVErnOpLFl/AwApwM5h73nbiAeBYqXdZaOfd9yGUFSoeJWcUxW9zy/WuPNd\ncLJcVPoy87pZvQ7EMyMIgn10NNnOIJ5xOmYmEPEoUKy1O9X0/fg/q/TMCV5vgpXnePlgFX7RR8WK\nzFnXw/R1TuOulgdA7eo5/OyJ4XGdKRORvsJ9H4pnRhAEwTpJIWaMvDAlEatfs75xN+vHPu85Wjmq\nNvhirHDyfQ7Byr4EmhIxw9/qfgPAHHrE5DUo1yiHK0fU866fdp6fDxcPurXDs4Nn88yy8YA5gRGJ\ne545/E0mZD3geLuCICQvkjQvDgk0OJoJBraDVa/I3jwVXzNnne8grrwjg3pvc9SLE8xG3+P9e34L\nwMpdbQCismOxk1N+drlysSx1W5wEYPtXTWnd8RAAu/Y1ACAlx9oEWKUm5wF4Ztn4iHlQZJpJEATB\nGpqux361SbnGjfQG056wfX0w0XLrruGsbpMFRHeaybe/QHWbrb4P7VRZy+2GM5AZ3ivtdFlL14VL\nJGJxrJDa4BJXf1JxO7+86XM+WKsy7d7bbx0A/17TJ2Qbg3pvA2D5+k78dciHAPx+y2j0E+UiYrvZ\nZzZ96CymLbnLsX4FQYguByZN26rrepdo9VejdW194Nujo9LXhzf+K6r3ltCeGd84jkADwKmLlRwR\nMSX1EUhEhaq730Jd/4HS7v1EW8SAs/FAzw3J5OmlGZZtuJpTlkn9VgDwyscDi7W7edwL3t2x/RnQ\n62tAiRj/e5g+dBa/3Tq2SFtOIZ4ZQRAEayS0mDHiOO6/9ZPgv/YPhPeFH8qL0P6GA6brBhqQ4mEq\nJlJEMhDaLK5zqbzy8cAS2g0sZABWft4xqA3N5kxAi9CW4BIALAhCpJCkeXHM3IMdvaLC6V+ugQaW\nzbl53vPz01cG7NfsgPTVuBeTdvCK1Eqt/j2/ZdUX11uyw0y7vuWMvhtYlN2uSN03R7zhLUcqhC5S\nok4QBCGZSeiYmcpNzwGQc+Aabuz+HQCf70lHv6qUZ1raTxzcUd+2XcFicSLlZUi2wctdLZ+1/V4E\noN+8aWELtX49twOwekN7yjZQG4DmHalk+nq7girUXlROk6ziVhCEokQ9ZqZVHf3W/xsblb7m9Pqn\nxMyY5fwZNZD16v4dGza1AuD2vhv4YHM3ANtCZkyfLwE1gBgBn3l6Pq1nq5T0TnoZfMvJNni5zqbS\nOLVwU8W1V5Q/o3OXfYB1cbbmi/aA8opYETEGdkVoNJ2yZoRwpy77Adi2pVkULRMEQYhfElrMuFJV\nqvzNhxt7B8jMtTfSxrP8ds/XjW21O2dDVwA63HCA2qlqKW7r2Y/aEihWhM9nV4oHFCeyZybYc5g/\nSnlrRm+xv4LNLlZEaCwIZU+F6y7waH0V+P4AImYEQTCPjuSZiUu6p/0AwKYvW1K2kdr9p07Lk3z3\njRIxFa+7wOWDVYJdHhRXVbWMeUzdr3hg0UNA9DL1vjPidU/dh4udTzSCP4foixgDs69FrAhmz/bx\nLwPwzdUU76aV8WCvIAhCPJDQYmbTly2Bol/qw2/aQtYpJWByc63dnpH2/qZm2QA8u2ysLYGyePQM\n/nRSTRX27/ltWN6AtPkP0aTtMQB+PHsN+UcrWrqnWBJvQgHi1/MV+r3xeMC6Tw5cBMDfV4yIprmC\nICQosjdTHLJqzHQA0jOLBpcO9ex0nbX9ekvxDk0aqEyxn29qDYQzdTTFm5Rt1RfX8/eh73vr+F/v\nezwQrjyNK/lqH6H8oxW5rt2PgP14ICcJ10MVS+LJM2PlfTY+u3+R1VWG57B84wtcOWTdCykIgpAM\nJLSY6T9vGhB8AGjQ+gTHztUx1Vb9Nsc5tLOetw1wZuqownUXeHLJnUBhErZmsydwc49dAHy2sU1I\n207sqQXApnEz6D5niqn7iQZ2Y4figXgQXHYFYLX0MwBeIQOIkBEEISQ64pmJK4wv+BlnmgKQlvUg\n2T5f+rNGvgbAnSsfNu2Z+XFXXUeDeo1lxKt2tcJVKxeAz46ogM0W1x/m073pgLl8JW+OeAOA7nOm\nFOnjo1GvAPCLBY+ZvEtnEc+MPcIVgGf3ObNZpiAIQrKQkGLGfwD9x+VCyaIGABUgaWWKafv4l71x\nCU54ZtIWqF/NrqsahhD+Y7f5ADy19HYyLQiRmcduCdhHeqa61phuMzxVkSbcVV3xQCwFV7yvqBIE\nQUg0ElLMhBpA7QwG7Wc/bnpg9s0EG2gQarr4QVKuKgVzR9/PmbWlBwDjK6skf+MzZrL8cmXTtm3e\n3BwAd9NVQQa96IgYA7urumJO7Vz23fJvIPqeGSNf0VNLb09YASgIQuJT6qeZNE1LAbYAR3VdH6Zp\nWg3gI6AJ8AOQoev6GU/dp4D7gQLgcV3XVzhlsJkBNFLtfjVO5UfptuEh6rb6GYC+O0cCMGXAEv51\nTsXcpFxyFbnuQIDB65Fl9wLFvUeB7qPw2MO4q6kl6NlB7O3QWa3E+mZrmq3nYIaE9cz8XM5bDHYP\nO8e/CkDb2RMd69bqFGVcCUBBEIQEwIpnZhKwG6jq+ft3wGpd1/+madrvPH8/qWlaG+B2oC1QH1il\naVoLXdcLnDDYzADqW9cKodrN1dXj6tzgMO81WVuk7iNtj1iKr8kOMnj521zSvQWyt9lsVY6XvYNK\nGqTbdvqBnduaRMhSc/b6E66IMVauPbnkzrCDxwVBEJxERyvdnhlN0xoCQ4H/BozlNCOBvp7yO8Ba\n4EnP8Q91Xc8FDmiatg/oBmxwwmArA2i4BGv3vSZrwxrE7QYWn3Jf9K5mClY30m9Tp+8tXMIVVFaF\nRJmGak+o3GOVuPvm9QC890lvx15jETKCIAjWMeuZeRH4LeC7/rOuruvHPOWfgLqecgNgo0+9I55j\nRdA07SHgIYCU6qFXZ0RiasOM6DEblxPO4BXq3s67LwPFVzPFagB06t6ssGbMdPp5ApzdKZA91nmx\n6F/+Vb9PAVh0SO0JdXZfdcp6ttAY0msz733S25Hn4Hv904Pm89zy0ZafjyAIghlK7XYGmqYNA07o\nur5V07S+gerouq5rmmZp+21d198A3gC1a3ao+r4DoBXPjJUBtKQ6/v0b7T5y20oA7j7Yh/49vwWg\n6dIHisTJhDPYAtww54li583eUyQIV1hm9FVOumWHWnMhu5rJvgoTI27OzSM9c2LAPgLZ5ZQQ9j02\n7+QNfBIkaaPZdn2vMTY3FSEjCIJgHTOemV7ACE3ThgDlgaqaps0CjmuaVk/X9WOaptUDTnjqHwUa\n+Vzf0HPMEXwHAyuCwMkpKd9rplQ/oNr6eEBhu19c7z2/cPQLpGdONmWDb/m+QzcBKqlePHhjfAnX\nM9Ns1X0AuK+m0K7jQQB2f31dkT5KEgfV0s9EZBrPv3z/rZ8A8FTN74udT1v0YNCkjaHaNfIgGSkE\nGrc9xrx13Up85oIgCGGjx89qJk3TGgH/Qc3q6MAbuq6/ZLe9kGJG1/WngKc8nfcFpum6fpemaf8L\n3AP8zfPvQs8li4D3NU2bgQoAbg58addAfwIJECsCpaTBLZRQCNSumUHTnaqbrus/KJ5puKKIGIqH\nmIpwhUQbj4C5UpDqFTEzh7/JhKwHAl7n39fci1UcncYLVp58rHPQujOGzuLLi80st/vckEzuXPII\nULiSzcg8LQiCUIrIB6bquv6VpmlVgK2apn2s6/ouO42Fk2fmb0Cmpmn3AweBDABd13dqmpYJ7PIY\n+6hTK5n8MTM9EEiA2PHMBKtnZtA0Vi7tz8/xHJtqabB1V1cbYKZ9/GtLiQCt3JNZkRSOp8P/3iYN\nWMZbOSrfzoSsB0yLjl/esj4qnhn/5+R/vqCSeltvGPs86ZlTS6w7ro8KI3t6aYajr6EgCIJZ4mk7\nA0/M7TFP+YKmabtR8bW2xIym65ZCXSJCucaN9AbTnjBdvyTPjP/xYNf41wk1sJu53sq0l93B1ims\nChknPB2h7q21x2OT1WJ5iXXTsh7E5cn6HCnPzPCbtvDrmmq10ugFxWOWftXvU97d0R0A/UQ5b7Dw\nf9bcDKgkeU8tvR2ADp2zI5r3RxCExOTApGlbdV3vEq3+qrasq3efeWdU+lp1y4sHgZM+h97wxMoW\nQ9O0JsCnQDtd18/b6S8pxIwvoQZ/M54YM9eFO4AGs7ekwTYYwa5fP/Z5AHrPncpjt60A4JWPBxZr\n18r0lRmBYsa2UG3NvagWzhmbdPqeb9nxEHu+bmzZRqsYP2Ae7a+CvP/x8QDvOXf1PFxnythqVxAE\nAWIjZrr+85dR6WtNvxdM3ZumaZWBdcB/67o+z25/CbmdgYEVb4D/NcZ5K3056ZHwtcGKOPAltA1T\nAx4v6X5+e7yTNxjV6RgUOwJwXrc9xZ5DMCHjtDfLWJ/nK2IMRMgIgiCEh6ZpZYC5wHvhCBlIcDFj\nhUCDm9XplUjZY5SbzZ7A/hD9/fKWwkRtkeB/6m5jHtZX1rjLuwFld8O2PzlmjzfT8pctbQsq300/\nK1x3AYCL58sDkFouH/dPFRyzVxAEIV6JpwzAmqZpwFvAbl3XZ4TbXkKKGadiJELhtJchVFv7TbT7\nbO2dALxHb28yvVAeCTM2TD+tVub8c1V/W96WAZ4cOz/nVmb70XphPYd9GTN55KiKR1n5ecewXwsj\n4Hb4TVvI+kx5PSt5RM3lg755IAVBEIQo0Qu4G9iuadrXnmO/13V9qZ3GElLMhDu18cKwdwF4/JM7\nSbmYAqjkd8Z0gtPTK+03qbgP17VKfAzeM8ShaZvCwFR/UutfIv/Hit6/Sxrwe34zlhN7apX4zEKV\njT2hytS75PV0DO39lW0BSK1cR14L9zX5ZA98y3u+dZC8NoIgCKUBPU48M7qur8fBbQQTUsw45RU5\n4FOeld0tIvEfbb64i6tHKhWrm9siL6x2w/U6+XJiT62w42Be9AjEyYvv9ra7ZP0N3nJJXqNA7f7y\nh76WbfBt38jMPLDyTow8Pb8ftIC/LB9l+fkIgiAI8U1Cr2ayM9B9l3eRVmUqea8PNIj3+nYMAMeO\n1uCjfq8DMHHXHfS8VmX7zfqsi2kblo1+nuZlKgetW65RDjtvfC+gPVbvzSlPUjjtmuGmHiqNwGcb\n23iPFVR0k3JJTQi5qxTgupBiur3t418GoP3sxwGVmO6PXw1Xbf1UwZvJ9801t2Bt0w1BEITIEe3V\nTFVaXqt3/sddUelrXf/no3pvCeeZsTvYGgybPyVoW8Xa/W4CXcupVSun9tbEVS/bhg1TqdrsbNC6\nacvvj3uBYqZdK6z7rgUAZX2mwgwhA1gSMlAoYgyeXppR5O+3Vt8COOjPFARBSFBK7UaT8YbVwdb3\nukDHrAziafPVqpiFeV1tDfjp+4sfy86YSa6e52lrYlwJFDsxM2Y8H2UrXQUg70oqqfVUHFHBMVlR\nJAiCINgj4cSMlcHW+Nu3bvO196KfKBewrUDtfjTqFU/5Mco3vAjArp6z7A34ng0Wg523KiQC3WOs\nhM/Lw94BYNLiewhF/lXleSlbIY+83IR7CwqCICQkehxtNOk0CTeSmBlsS6rrW8f/fMuOhwC82WcB\nfsqv6i1/1sOoO8XWgL8/I7DI8i2bbdfMs4mGZ2b+qBcBGLlcTfWY2XfIlaJy0uRdSSWljCpHZPMu\nQRAEoVSQcGIm1GBr/G2cN4J5g11vlP8+9H3GVrpQ7Pqi5SmmbAglJMo3vhD0vLFs3E6QbSQ9M7fu\nUgG1BZUK2JunNszUNXhsr9p/yHXF/PaJxtJt17WXcbuT81eCIAhCPBIvS7OdJuHEDARezfTb450A\nmKCf07gAACAASURBVLeucIl12ryHcOVrxa4JVG669AGezEkxVTdcT8fci1WCnjdiTybrlNhWIPyn\nnpyyN0/P5+CO+oCxnF1tk7A/hD2h0HXNuwGSVvcK+vHyttsSBEEQSi8JJ2b8Y0wAVl9OYc43KqdJ\nts8A+8dB87m36gnvdcY1gcoHTEwBOenpGBvk/F2e7QqMTL9WPDOBnlU49hrJ/i4frBK07u7xrwHQ\nevajlmwz0Fxqmkl3m/fsCIIgCHaIn+0MnCbhxEwg/nOiF9kDCrO8GoNt350jeW7ntYC5QfzJgYtM\n1311+NvesnGNFeHTqcv+YueH37SliIgpqS0r2PXMaHWvmKhrT8QAyhNTJ1f15XKDpz/x0AiCIAhW\nSEgx4y8O3rnu04CD7fcZr+Nq6yp2TajyP9LOBjzffO29AKQ2uMSgCleL2DRy70BbU1L7Gy/wtvFC\nva2WPChm6dxlH22+UImS1o2dDsCtu+5kUO9tANx/uBdlPSu1Om6+vdhmljvzLlGukYqT6fnNWH7T\nfxUAbTc4sJW8Zy23rmsiYgRBECKMxMzEMcEG/B5fZ3Dy+5qAvekguoDbJ3+bsaT7uyDelveureE9\nZn6KZ6qt2BYrfJS2mvQt6roGPdVKrYM76rM6Iytgv+8d6O1n7+Qi56d1UF6lfx7u7/VQTcy6z7Jd\nvoiQEQRBEOyS0GImbW5h4rkbtv4C8Az4n9wLgDunDNlhBL6mZ04ocr1Z0bG9z0bHgm/D8czYsWHK\ngCU8Uu2IZXvtIiJGEAQhOuhInpm4xOWTnOT8/mqq0Bn4WXlQsi2KAydFx5/HbzVdN1wbfBna+ysA\nOlQ+ZEskNVt1HzNOl7Vsb9OlDwCQkmNtKwJBEARBCJeEFjMG0RIo1tp9tEhbANNPNwPUxojpmY9H\n1IaXMjbz3zVVXM8Z96USn19Kvcvcc/BmADSXbuuZPXHbCgBe+XhgiX0JgiAIMUJXWYCTkaQQM9ET\nKM60O6tp16jYsN9bnuxou4tHzwCg6ZJJ9O7+HQBvft8z6OsjCIIgCJEkKcQMmI8xiQfhY/a6SNpg\npt3m69Q+S5267Oe5k60AFRBdw6WkfcrFFP5f/aUADNuksiNXb36aM3trFH+BBEEQhJgju2bHIYEG\n4HgWB5OPdQYg67MuCSG+lo1+HoBD+dcwIUvFxKg4pKk+dZWIqdXiFIB39ZggCIIgRIuEFjOBPB6+\nf8ebOPC1LxE8M4ZoeW5IJnNGvQRAs9mTuK3nt/izseMcdc334a1uEgRBEASrJLSYCTQA+5+PJ3Fg\nEA9xO3bb1XT4Z8MNptoVBEEQ4gcdSZoXlwTzzPgetzOIN+9wGCi6Cmj71ctUSz/jbat0eGbstSsI\ngiAI0SShxUwggg3MZr0mAMtaLvWc910F9IS3fHfNPgnhmQnWX7jtmrVXEARBiCdko8m4xl+0lDQw\nBzrm34apQf66dabrGuXOXfaZrhtIMBj7K5nBX1SIZ0YQBEFIVpJCzJQkSsx6Rax6JBq3PWa6rv9A\nn74l3ZKQ+DCnOgBXj1QKWTfYffoeD3S/ZgVVu413ltjHvoyZkg1YEAQhTpGkeXFMMG9AoCkkq20E\nY03bRZbq+/Jg/9Vszs0zVffDnOrcXlnF6jxts79AUz+BBI5/ORA7erwPPYq34ytqDnjKafMfwpWX\nnC5NQRAEIX5ICjHjSygBE8oLAda8Fxl9N5iu6zvg1x50AYAXhr0bsq4hYqzabpZgcS5m2ippSspl\n2gJBEAQhGshqpgQhWFBvoPP+ZXd15S0xs1O2/yCeyY22YlDWj32exzz7GlkNqK1w3QVL9+5LsCkp\n376D/R2oj2BTexJDIwiCIESapBMzULJHwWnPjHHdH060s7k6aCprxkwHIK9/iqOBugZpH//aK9CC\nPSdf0VFSMG+wPvyvFQRBEOILXRfPTEJhxzNj/O17vRUh8dchH/Jn26uDpgHw9KD5vDnijRB1gwuX\ntht+GbDf7Nv+r8Tn5G9jKG+K1Sks3/sRBCG6uKvlA+A6m5Rf94IAJKmYMes5CLX6x4qQSPv41zx1\npoypuiWJnTINLwLw9biXPMcmWfLMtFp/d9B+S3pOoewN9Jz8zwV6roIgxAbjB/iELiqNxBurb0VL\n0pUsgnkkz0wCYiaGxK7o8B/onx08l7urnDRV14xI6rDmYQAWjHqR9MwnQl5n1l6DJZfKm65rZmrO\nt64gCLHnDwPnA/Dc8tEATB2whBkrh8bSJEGIGEktZkINvE6IDquxNqH6NTwyHedMAmD++Rv4+9D3\nHbd30uJ7GGpBjAQTO/42BBOQJQUyC4LgPIaIkalewRfJM5OABBtYnRAd/u2GE6hbtDypmA3rxz7v\nmL3Bgn5DTUkZBBNyoaakAtkgCELkCPWZF4RkIqnFTCCcEh2+7YWqG77omArAwtEvOOaZCRb7YmZq\nLlwbBEGILME+85vGzQCg+5wpMbNNiC2yminBsTt1ZKY9429nPDMltTuZe/utM1nXmg2BhI2BE0Jt\n+9XLRdoL1I8gCM4Q/DMvIkZITpJezJgdbAFSG1wqdm3kBYq9dle0bh0xGwycsNdg9IInRMQIQhQJ\n9ZkXhGQi6cWM2cE2HgSK1XbTDjwI2MtY7N/XzrxLxY47OX0VrK4gCJFFpn0FAx1NppkSlXAHWycE\nSlqWEh3j+nzpaLs37xhluq4VD5WB3efg+2zN3psgCJHBmJo2440VhEQl6cVMSR9Ypz0o68aqbQlm\n5zQs0o/rstpy0YXbVrvBykYwX812lULWNXtvnbvsC+s59N05kiM7r7V1b4IgOM+/1/QBJDhfUCTp\nyuzkFzPBPAbGsXA9My0/+5W33QYpVQB4auntJQ7Yc+jh0JSUCuar2fyUibol39tfh3wIwPjK52w9\nh7SFDwHgytUs3dutu4YD4E7VceUnp/tTEOIBKz92BCHRSHox44/TsS0GZuo+OXARAHdUOYBvPplw\nBVXTpQ+oY3vt3du4PhsZX/lcWM/BZeE5GO3fc/BmDu6oD6i4H/kiFYTIMWfUSyG/d+aPehFQAftC\nEiIbTSY+TsaVpGdOYPf41wAoo6WGrGuImB4VsgHoOOcJW6IjWPmA55q2G35p+t7+dLK199n8re43\ntp+DgZ34mpKuEwTBWcYtMLPPmxIxGX03kLn2xtgYKgg2KDVixsApz0za3EdVg56d27IDiACDB685\n5mk39B5LdjwzRa4/XCgErmv3Y9Dn8J81N4f9HMo2vMiunrNMPzM7U36CIDhH2jw1Hez/fRXoe0dI\nUpI0aKbUiRmnhER2iA+9owIlUsLHZrvLRqvtFZqXqWzLBt9nJJ4ZQYgeRlxa2vyHgqZ0APlBISQe\npU7MgPnlySn1imatjQchEQ/tQmVbNhhYsVcQBOdx5Wnez9j6sc9jbJkiPy6SH4mZSRJ8P6ShBt49\nN/2nyDEjOC49s3g2W6eERK0Wp0zfi7GSKhrCx4gRglRb9+bftxkbBUGIHNXSzwDQe+5U7+c7PVNN\nn/t/tpvNUWXNHQNDBcEEpU7M+A+udqZBIuVBAdjYcY6pur7lSHtm2t9wwFSgc6C+HjnaHYCVn3e0\nJagEQYgMZ/dVB6Bh259oPbtQxEDxz3YTT/ydsfpQSFx0iZlJDkoSJWkr7gfAdS414Hmj7K6WVyxm\nJhwh8c6I1wHoVd4VsRgUO0LC8EbOT19p+97cKaqNQAHSVuwVBCEyHNl5LTd2/w4o/LzNGvkaafMf\nASD12svc22gDAM/uGMtjt60A4KXNtwLgOlvqhhEhDinV70L/QTPbpDhIy3rQUc/McyfbAHDPoj62\nREfXrntN17UiHvaPt35vH416hfTMx7xtuAooct7qvYmoEYTI8/meZgDUa/UzAP9v/2hceerXzKe9\n/kHvuYUxNcZn0RWgHSG+0ZGYmaSipEGzpPNGOTtjJmnz1RLHZqvuA2B/GEKiXKMc03VLEhLpm5uH\n7Zlpf8MB5qevNFXXt7x53AsAdJ0zueSHb/PeZOpJECKH62wZAI6frQ2Au5zu432eGvhHnU/Wb0GI\nNaVSzATjvPty6EoejF8t+/q/DQQfjD/MqR6yrdzDanUQN1qxtji+A3691idstZHqshfhZ0bECIKQ\nGJgRKCJiEhCdwviBJKNUixl/AdLnxh2A86uDfl9eCQTjl0zW6BdouvRxZURFN+sGzfC0Nc3WNFMw\nu15p1Nh0Xd/yX685ZLquHZy4N0EQIkta1oMALBz1IkbCz9eHv8V9h24ClPcG4MYO37Ppy5axMVIQ\nPJRqMfPs4NnkuK8A4C6j81ajz4HiS4iNst0YFP9g4bZlKpKSk+LT1jRb7ZoVPi/5tRfqfozyzSO+\nM103FOvGTqfPXHWfA3p9DcDaKxqpDS4B8LvjHUzfW/02x/lxV11T/QqCYA/XZRUV075sBe+x2yrk\n8/BGFeMXKnGoIESTUi1mnlk2nmc85WDbEfgeC3d1kNMeH7Pt+rdn3oaHAVg1ZnrA88+dbOVtP3Rb\nhV6nU+6LAHSfM6VI3b9lfIMZPm23gPRd8gUqCJFE4tmSE1manaQEG/z9j/mW40GgWGnXvz3rNkwr\n9mwA/r3G3uorX5uceA6CIDiPTAELiUSpFzOBvDEGJX2IYy1QzLQ7acAyAB6rdiiuxJfvs3dCqAmC\n4DzimUlSxDOT3AQabCH0BzoexEFJ18fahlBTd+KZEYT4RDwzQiIhYsaHQNMgvuWSPtDx5pkpqY1o\n2eBbfuRod1Z+3tFxGwRBiAzimUlGNEmaVxrxFweRnjJ5e0Rh+dXhJeevCdbu7JxrAHhq6e1x4R3y\n/ZKLlA2CIDiPeGaERELEjA0iNWWStuhBUurkAjBx452AWj5upV1jJ1yrNjw9aL73noz9lAwKKhYm\n0nOXKZxwXTj6BdIzJ5fYbqcu+wGYnbYq4t4hQRCcY9bIwp20xTOTREjMjBBp78W7I17n7k9UYr1q\ndS4Aavm4nXbT94Wu+4cT7bz3dm/VE97z/vkjDvi0G2wJu0HT9kcD2jNW18QzIwgJxF0L1U7aa8ZM\nJ1QurJR6Knt6wbEKAVoShMgjYiYEwaZJIjMwP1xMSDw3JNN2u6+cVRmAf9XvU9LX3AtAs+uPeO/n\ng7W9wrS3+HOocN2F4OeblfwcJWZGEOKPfvOmBZ32Bkitf4n+aXsAWHqxPa7zMqzELbpsNFnqiUZc\nSbB2vxr3oqf8hO12/3PyZgBW9FsSEXs/GvUKAJ3Llg1Z94ORr9p6DuKZEYTYMDFLbaj75og3vJ+5\nQb23AXDs8jUsX98JgKcHLeAvy0fFxkihVCNixiROCxRrQuKJCLX7/9l77/AqqnXx/zM7JKEX6VUI\noRl6l2KQjnQIsSuKgChK/R7L9Vx/3nuu53gvoBzxeGxHPfYQOogg0qR3RQSBBFCkSW8hkOz5/bH2\nTGbv7DJ79uydnWR9nsfHxcyaNWutPZn3nXe9631D72+HDocA+PdZYeW5d0NbE9dN1OdVWmYkksLD\nE4vH8Zd70gB443AvAM4erMz2lNcBkXB2bO/vAHhvVa+C6aTEP9JnRqIRLYpEQbcLsH17IyAvEeu8\nYbNJTJvk97rYOiKdwf4un1ru74aRMwHoNm9avt9HIpHYR4cOh/S/89mDPmba7lEA3Dwj/GOEH13e\nRgD5oSEpCKQyEwS+/Ge0fxcFBcXqEo/i0vZTFk7Km6/Vo6nU6DwAjx67Sz/+Rfv3XddPCqG/UomR\nSOymRC2R+DX7cjyj2u0EYP66jiwfLj4e+i2bihondjceGf4uIJeACx/SZ0biIloUiWf6rABgwC/3\neO1n+12ptvfXeDwQzktxrOzxD0CYn/Pa9W+5MdNfiUQSGrllcgEY1nY3S75vD8ATd2wC4L19XUnf\n1Q6Ap3qvot9q10dKmRyO9PkXEPh99tWwN7l34TORGYyk2FOolZlIC7dgFBSNZq2P0dwVM2bViBmu\na6bbo/i4dihxNt5vXdqix3uxQ6Eyy/dDZtIh3f+WTqsKlUQSTTRq9RuHfqgLwFN9VvKPb/sCkHzn\nTwCs29zc57WRRHWI/5etd5k/NRMfQ57hHwC2psyiU/pUAC7llEJx7VDaOGKmbhUN/Lf7jL57MuPH\nOuEemsQs0mcmejAqC9q/7RB0/gR2MALf2Iaxbv3O5fTz55zCb2Rq32WWLTOP9FwPwHOVf3Qdmxj4\numN1ArbrT5Fo0z6D3TsaBppKAJLn+VbaAs2pt3mQSCJJ5UbnOHeoMgDt2h9m545EAIbetR2ARes7\nsGi4cHwdumCK32d9V8obtF4gHPkdue730WK0aNzKiqVatUuAcK5dMEzsZhy+cHLIf0MZKXnll4+O\n8lN3qtt1P48SOxCT5k4z3Ycne6/in6t6+51jicQuCp0y46nIeB4PVuh5u86bUuJZ19sftPGawEJ8\nql6eUTEnQF3/5Y/iugP5A9oZywkLRDA+xy3FdLvGvmhbr4MxG4eyhCYtM5KC5tyhyiaeyfyOr96f\n9cluMaSm91sKwP+uu4dKZYUyc+50eQAebreFz9Z0M7TlfTejt35ZsR6be++IHYgLhr2h90dzwk+Y\nNw2HoS2Nf+xI1o9LJOGm0Ckz4FuBCBarwtZb3U+uVOGV5SMttau95BJWPh7Sy6rB0rG82G+x3pZy\n2019rEYlJth2xRjMKzGT+i4Pol1pmZFEJ/tHvUVimoiCa7cioZXH9lrD+2vuBqB3570AfLamW8jt\nmumvRqC6CfPH6UrJ8IWT9eu0nYS+FBbHxVgfZyQFilxmih68/UF7s9j4EoB2vCg8677Uf0HI7Rot\nKx12ezcBeytrQfXapk/m3nKZALx2MbbAFInZKweYbldaZiTRhpanrNlc8zmJjOXtKYFzlmn+c73n\nT2dI9x0AuhPunMEfWlZQzPZ3T8psyjpKmqorrSuSwoCiqgWvpsXXq6vWnj45cEUXnoqLrz9i7d+e\n14b6ojC2a+Z8yC+gNaMBcN6MIbPfB/7rhuElGArh/qqUSOxkYLddLNvQFjD3TAaKd6Q53P570Ns8\nungC4L7Lx+gs3LfrHgBWbmzNjIGfAjB92UNu99s76u8AtJj7bMA++vsbStr8INm/lTVVV/69hY8j\nk6bvVFW1faTuF1+/jlrz5Wcjcq9jjz8X0bEVamUm3ELc2/XhqBtMf1eMEC/PEbvGcu2oWGN/e7BQ\ncCYsGROydchOwvlbyBesJFyEW8l3ls+hVeJvAOw5cDu16p0D4OTpigA4LoRnecbt76ZqNou6ibAJ\nns7L4L6bSRI+pDJjH4VamdGwQygGEraemBXM/Q4M1Lcl2inEjeXqTf8AIOm2U6ze1CLosYXzKyxc\nlhn51SgJB2aeSYnELgpCmanxn5FRZn4dE1llplD6zGiYFYT+CJdlxq38oyi/dj4xcN0QrBf/HvFv\n4rp53xlVUJaOcFtmpJCR2IEW5kAqzRJJ4aRQKzPBCEVf1pZgLDN2Ceb36BUmS1JeDIhzKWswbv8u\naEtHOC0zUuBIQuXfq0W6DakoS4o8Bb8YExYKtTJjlWAsN4WVTulTeX/IuwXdDTciJRikEJIES25Z\nEclu+OG++rFJJzrgLCnyEDluyD09Ekk0UyiVGU9lJJhlJn/LRd4sB8HUDVT+dOhbAHSOLxEWi4S/\nr8qCWmbyh5mxLbsuto9WTLzAn880z9dfX3MmKZ44amThPFUq+AudIg5T6RJ5sZlWHWsslRhJ0UOV\niSajBm+C2ah4+Fom8jzmS/Exs7QUjNKhbacspcQHrGtW6Zg96GPTffBsz8x9I4GvsbVoe0SvM2np\no/nO/3fqT/oOrkBzJikeVEy8AMD5M+UsxUUZ0lZsi162oa1UiiWSQkihVGYC+bZoBLLS+Dvu2a6x\n3HDVY6x0bZEGEavh9uYn9OuG3rWdb7LiAHBWuuWmxHjrVzBKkpa4rUaJy17nI1TLTCQVgcS08Xps\njTO5V/XjCxJXmla+StS+7rXuYI9AZJKiS0ryFtLXdQagXRC5w4x4iy0ze9DHujItkRQVFOkzEz0E\nI5g1jAI6kILjyxKioZyPo2GJsqb64JkvSbvGqmVmS7bYrXTvwmf0ugnLn/DblrcxR4tDbY14oZR1\nmTctqHkwlhuuesyt7hdD5/Dg1jEAOEs5cWTJpYKiiJ3PbEFbKSUSSWgEVGYURSkJrAfiXfXTVVV9\nWVGU24CvgPrAUSBVVdULrmteAMYAucCzqqqusLPT4RLMgSw+4fZtMdNu5UYiwNbHQ94mMU1EFG3l\nWpZ5otZ6t+sf+1UkoPx+yx0h9yFcBNpFYmZOMzz62SE+VvebMCqTkqKDr+dlxYiZ9JvvPRqvN+YM\n/hCILl8yiSRsqBTr3UzZQE9VVa8qihILbFAUZTkwAvhOVdW/KYryPPA88JyiKHcA9wFJQC1glaIo\njVVVzfV1g2CxSzkw065GOBUUK+12bZNnbWhX8VdA+JekJG8BYOKJjny/5Q7b+xAuIjW/ksKJlhYg\nIyXQb2xekQGYuERY9eTzIpEUbgIqM6oIEaw5NMS6/lOBoUAP1/GPgbXAc67jX6qqmg0cURTlMNAR\n2GxXp60IZjNtanWdMd7vFQ2WGX/tPtJzPdVixbLNjBWDwtaHcBGJ+b3/SE8Atm9vFLZxSOwhts41\nAG6cL8WHvd8H7LegmH12JJKigVK8dzMpihID7AQSgbdUVd2qKEp1VVVPuqqcAqq7yrWBLYbLj7uO\n2UYwwksj0EvJeF1mmBQU9Tax7fP+Iz1ZN3KG6/rptikdz59uxYzVg0zVtWNs4SISlhn5JR7dqJVv\nUiJGxHipWOMyTyweB4jlVYDEtAn679Zw7nisvp4DPTt1kk4BcHxfDYt3kEgkkcCUMuNaImqtKEpF\nYIGiKM09zquKEpyPtKIo44BxADGVKpm+bkTytpAtM74EYbgFaEbvvPX5+64+EnK7WrnZpocAuHW8\nTMStQ+EiXJYZb+37UtSkkhN5tOB1jWuf4WBGTQAqVr9CfF1hHH7oO6HUjLhrOwlLxgLgCMEHoGun\n/UDeb7xp5Ex9qapRq9/IPFPFeuMSiSRiBLWbSVXVi4qirAH6A6cVRampqupJRVFqAmdc1X4H6hou\nq+M65tnWu8C7IBJNmu3D/HUdLQlmb/gSinZbL7zVTVgsXsSJ+60L5oEHBwBCiTE7D4XBMmPEeK9Q\nxzYqs7e+bdfM2K1Y+CTm0azdDyRvBOCLtV15uvMaAP6xsSclK2cBEF8il6wbItRBibK3AFj8Swtb\ndql9f1DkSyvpWtIak5Ginxtc/Udm/jgQwLLlRyKJOoqrA7CiKFWBWy5FphTQB3gNWAw8CvzN9f9F\nrksWA58rijIL4QDcCNhmV4frJJ2yzXJgxxe8r/uO7rkOgJeqHPBaN9PEPfyNDeCXPfVMz0Nhs8z4\nIyTLTMIq03U9xxcNYy8q5JbJ5c/dlwDw6jfDADiY+jaNXTv0Sta5xpCGewFIX9eZgd12AfD1wSQA\n1DPxtvTDcSEWgEb1xffWvt312ZMyG4DW6ZNY71oO7r50Go5sqdJIJNGKGctMTeBjl9+MA0hTVXWp\noiibgTRFUcYAx4BUAFVV9ymKkgb8DOQAT9uxk8kZK9TJ7lUz+AKxft14vViq+cs9abpw+WrYmyTM\nnwiuzvojGKGo/dtMXU9lyF/dNu0zTLerVMs23W4kLDORttIYCXVshc1CVdSIuRajKzFaDKfGaRMo\nU184sL+StJjpy8Ty6a6UN2ibPjms/dl7QHwYfDV0Dq3TJwHabzwdgM+HvsUDK4SiJVMcSAo1RdQy\no4jNSgVLfL26au3p/l9Wk/ouB2D2ygH5hMwrA+byzjERr+RyVkmuHqlg6r5WBb7x3j6FXxWheBzu\n+VHAus5SwtExc/B7+eo2WDqWmOuOkPobTsVHc2S+a+2zACjn4gLOu92EMjaz12n1fJUdNcSSiKW8\nQMWcmJpi7m7dKMGSHnMAGLpgitv8bk2ZBYgEquFmw0gR3bvbvGnsHyXyqTWb+7QerXr1kcYAZF+K\nJ+ZajPdGJBITHJk0faeqqhELUx5/e1215vOTInKvY0/9v4iOrdAoMxq+hIxVLC9XuPB1vuF3In6F\nci7OdLupPTZz8oZQxOIdItLvqk0tI66gBNPutFMiDPyi9R3MTHdYsTo2jcJooSoKOOPEO2jf0Ddp\nMVcoxQU1vw1a/M6RvWLz5TuD32f8EhFd+5Ge6/lo951A3tLUp0Pf4qFFTwMi+J4Ws+bBuzfw2Zpu\nALql6drR8hHpv6RwUSDKzHMRUmaejqwyU2jSGfgTMs/1W8xrK4ZYajNcyxUZqd4VHrPtRsPSUaC2\nzuRe1ZUYOxTLULEytltqDs3mPm2qrq95mHiiY1D9lFYcd74aIKwfLeY+G3CuNcf5cC31HNlbm5rN\nxF6G8UueoH+33QB8uLUrjuvCCqNtD39o0dM++zu17zIAZqwXTvpyYUoiCS+FQpl5f8i7AYWMFUIR\n+G133gvA5YyKAesWJgXFTLtaEs2JS6b5rVtQBDM2MO/obBxbp46/6Nd/s6FNUM9izg3xZ1fnjtMA\nnPi5up6o9NhPtYIebzRiZj7atT8MwP2LJurXBHp+VwwXS0ADFgQX6TcYTu6vBkDJelf4+qcWADji\nc2nZRETafnTxBL99fPDuDcxcJXZBOZxh66ZEEjwqRTZoXqFZZgokkEIlWIE/tvd3ADx32+GAdY1L\nGWbrRqvik7DycRwXY/3WjSYCjQ2C85kx266/eSjf8CKQpwjvHfV3fXll6fBZDFog/EI6dfyFrdua\nWBt4ARGMcuss6fIVG/Kefk0wSmhEcPm+lSufxaUTYqmoYaOTgLDi3N8jb1u5RBIsEV9mqldXrflc\neJ3pNY5NjOzYCoVl5rl+i8P25W9V4GsEoxxoDoTRpqAE064jiDmLBuy0zDjjVDKHvWuqrr950JSY\n1wd9Angur0x1a0vb6TNp6aMAVEy8wMXD5oNMRhIzz5kRbakomOdX+4h4b1WvcA5Fp3wFsSR4upuq\nkAAAIABJREFU8XgFKta5BMDRM5UBcFa6xVcHhM9YiVrXyTlROiJ9kkhCIbjwtoWHQmmZeaTneiAv\n47IdeFpPPPF8KWvbpA/1+Mjr+XAsbRSk4qMtq3xWf21QfYgmQrXMBFPX39g1P4xvNrQJ2JZW1vw0\nHl08gThXgLebrmCJBU0knl/j+COJZpF/7O51fLQ6GUBPcXDyfAVysoUfTWzJHKnMSIKmICwztf4U\nGcvM0WekZUbHWV7s6BndfpP+4ls+fGZY18uNGF+oRoFm1TJjVShGg+KT8O3j4ti2Jpb6EA3YoVha\n+S08MSoxgdpaMUL4iPSbL575Zq2Pcfyy2PF2E+GfAei7ZyKFFvcpc3hgf7ZQn98Rydt4ZMMYIPKR\neB/qIeb3o9XJ+fqbkryFr3YIB/ic85EPSSCRWKLg7RdhIaqVGcdl0b1/r76LZ/qsAITjX4MWIlqn\ntoXSDowvVw27lYPPrtwGwMvLR5l+wSff+VNQ46iYeMFUPWeFnKDGNraXCDNfqcQ1y/MQDTRMF/1Q\nqgrL2uG7P7L0Gwf7PBjxJ8TTh80mMU1snWzR9oiuxPTu8iMAK3c115dnjL42wVqHQsVxS9HvYaeC\nfTBVWGAGHhyo3+ueCnuYfz64HWN2oSmJvvrbo/PPAHy/5Y4C6Z9EIhFEtTKjUanRed78th8gXuor\nt7l2GNh4D1/LTFa/Kr3x8vJRXut6K9dy7XT5oO7GsFhbMg3Xj8zoY3ps/bvtZs7gD03VNZbXjZxB\n8rzpXuclkjiq3gBgVDOx1BOK5SA8VrJJKNVFH/efrk5Sm6OAiDcEMPyu7aw7IfIJ+dvK7Hmv/t12\n6xYhO7HbAtjvwGAAMn6s43ZeW+aMhEO0cRnQqvVNIpH4R1GU/sBsIAZ4X1XVv4XSXqFQZs79UY5m\nrcW2yFWbWtK10wEANv4ikgZqu2tCwZtlxuqXuPZvM3V9lb31we6vYLfrxVRSpv5lGiwTgcLWjJjh\nOj/dre6hllUtjK3gFRmAkiVFosK0tXcC9ljfnumzwrbllfRhsxmxWsS9qVj9Mvt21wdgwbA3ABi+\ncLIu2P+e8iGJaVNN91dzOJ6y9GH/k1QlmzJlheXqyqVSxJYUy72xseL/N34tp1e1+5nUMJ4f02sN\nH3x3t/8+28TQu7a7xU4K1N9IKlkSSVHBlR7pLUSux+PAdkVRFquq+rPVNguFMuO4GMvPB+sAcMTw\nUmnTLhOAH3Ym2Ho/O77Erb7gW227H8iLGGqHsLUqZB7YNxoQVhVNGTGeT/yxcPnMAMSWEGnCbtW+\nDtgzZ01a/2qrZUazOJ67WZF/DRG7p4YvFE57e1Jm67mDOln0X9qe8jod0qcAMLj7DgCWfN+eKo3P\nifteKsPls8K5uELVqzgcYpFd24W1aPjrDF0wxcLY/M/vi/0XcuRGVf3YiGSRnzYSioxmjVm0voPp\n/j7Sc72tmxAkkkgQJbuZOgKHVVXNBFAU5UtgKCKnoyUKhTID6PmJvL1UGrX6jUM/1LXtXqFaW4Kp\n61nWHDpf6bgvYF07LTP+2u17/Umv59vuvDeodqOBC6eEVWFU+50ApJ/tEPKcfXS5mm2K5WsDP+e5\nZQ8AYuvyE4vHASL+DEDr9Kl6dNlvz95h8Teekq8PRgVnRPI25q0XPirl693gxM/VAfhiqPe8SXY+\nk9oSW/WmfzB/Xfj9ZLRs3Ms2tDXd35TkLYC9uyklkmJGbeA3w7+PA51CabDQKDP+hOLyJl8zUBFh\nw3/ZUy/sfQkkmD0Vm2DQHA5fSd1n6frqTf8AhKOrXTs/9t35GS22PpDv+OWMivl+lzEuR2GNNy+K\n38NZ6Zae06ZAce21rRYrcuY4shXdL6XT7hS92oFb1/TyyIw+ADgr5vDg0R768e3ZYsnqv74bRo0m\nZwHIUrND6p6myHiiBdIDmLVyYL7zxmfy0WN5Qva9SzX18p6bN3zet5Ijb1vx/1bfzXxVKBLrmy8k\n8WfRdkklJ1D3LXEm96pejo8Xc3r6QNWg2tBSEJzcXy3fM9mqXaab9dYY2mF2re0ALKNtvjY77B6l\n76g0Pv/p6zoH1TeJJKqIXATgKoqi7DD8+11VVd8N180KhTJjVAwCfoHusWYBMGtV8Txu5qszmK/V\nWRcamK7r2bdGa0ejnokHYPPImfTZOTb//IRoxaFTYKvTC6kH9bl6pqLwdZp9IdZN4BQUFWsIJeaD\nA8JnRql+g8RyQgHct7u+W3ZmbQed5nz+6j1pvPR1KqCNXYThNzpTl2oVn++eaoQT82zc2kwvG3OW\npSwUy1OT+i4PypKkZazXlrru75HnlP7O4PcDPg/pw2a7ypMY3XOdflxTIofsHQ2AMwZGNvwBgE9O\ndMWRY/6lqz1TvvqgcX+PjbpFxWddV9TfhArnOfu7WFrLOpbnJySRSExx1k+cmd8B43JKHdcxyxSa\noHkagZSOYPHVnvbvYJZJAgkG43181dWy7M5u+SUATyweZ9qk36njLzxVYzXgCi5WVbyUPbcfB2or\nkOLjaxze6trxG9lJd4+ttOFamgtXu2N7f6dHvw0lGvD2lNcB9KUlf7+Vs6KwlmiO9s6Kt6hc9QoA\n536rSLOmxwFhFdWiXK/c2BqA25uf4MRFERcn+4/S9G4nQg2s3tSCl/ovAOAv3wwHYFfKG7RNF++B\nrSmz6JSeZ43yhlPEq2NsjzW8t0tYNB0XYr3+XVSKEz5SgXYoVWtyluplxNj27moQFQq4pOhSEEHz\nak+bEpF7HZk8zefYFEUpARwEeiGUmO3AA6qqWluSoJBYZowYX0DeXkoJC8fhuBm8GS2QQDLbhud1\nZiw+3soHmoiEg844laYbxO6TpcNnEWj3ylaaACKY2oErNUyNLVhhqxGqYC4IjEqMt34VhIISbLsf\nDhHlxxaPJ76uWKLJ/q1sUPNgVGJ89UvDc7eg42IsFy6KmEmxNbM4eEL41JSofZ0VB8T8xtYSysOZ\nK+W45YpU/FTvVfxzVW8AVo+YQc/5eU7l4r6TDeWpfp8XVYHMkXnnMw11tSzmmv9Nk7KnfVpjtPLL\nA+YB8J/rhnPKKcZWL+kUvx6vIsbsayIlksKESlQEzVNVNUdRlInACsTW7H+FoshAIVRmjHh7KRlN\n/lbb8LSkWOmXNyFhRdAZx7PoSiteG/i5z7qrRsxg2G6xtPTZmm66FWJPSl4gNjuE7b2ZvUzXjTbL\nTLQqKFbardL4HGcPVg5pPrS2Dqa+TWKaSBUQTEya3JOl9HIOeRF6c4jTj1VuJHZJ/XNVb317eM/5\n0y3NmbOEK/LwCN+Rh0OZ3woNLnH1iLAkHd9XQyoxEkmYUFX1a+Bru9ordMtMRuz46venuNghfIOx\nzBjN7L7G9mL/hQD8kVNOX24wYzUJx5ZvzzH5qxstlhmNaFVQfJX/eo9Ydnzh6/tsngmBMwZatDwK\nwI8H6xJzLSY894kT75tXe8/V/Y+0nVqDFkz1OU9aZOBXzwrLj2d6gVDnVy4nSQqCiC8z1a2r1p4a\noWWmqb6XmcJBkbPMWLUABHoJ2tVPz3sZ6bnnUdMv4gXD3uCdiiLxnWYp8XUPt/LR8ebrBujDppEz\nC51lZt8osb1Yc96NFsuMhq9yuJQYDUcueoC+8Kgxrvu4loBfWD+S210JG+9Z84w4h3dLkZgzUS5Z\n74rhmLXfbcPIma7yNH33n1RiJJLCTaFUZjyFQCgWALNCxiq+BJ2v8/1KD8zXB+/lyW5+At7GYPYF\nb12I5yX8LAzWGICkuXlKDETGMiPJT8zVGOJjxLZnbxG8G6dN8DqXDb97LN+xQL+bcZl1cPcddHUl\nqlUIfgu4RFLYiZKgebZTKJUZT8EYigXA20tw3PEuNvUUvW0j/7xUmxkrBun399b3W03Ei95zG204\nLAeVGp23LMRfPNPSdN1oUWgAElaKLOAVG16k+16xm2boXdttm1+xdFLGVN2vhr3JvQufCd9go5SM\nH0VUb19z4+23GOKKWDyx6jpdmfb1nN3fYyOAHjEZRKTjSGfelkgk4adQKjN1XObptUmLgNCsAVqg\nNK/Cixb2dtzFjBWDTAjFp/W+zHZdl7T5QVb7yJfkbQxmBXP3vcMtC/FdKSJn0KupPwasG01WGs0a\nsKvvV3p/nmz6CUtrNgdCt8wM+GWUHpU68G9RdBQZpVo2AI4YJwA52TGULieOXbtUCsfFvFeO2flN\nTBvPO4PfB2D8EpE3bAnt3a7XtponpuX5A3yxtmsYRiiRFHKkZSZ60JSYJ4/fCfh34g1EjCvvzGdX\nbtNjZCSuHh1aB01g1dryc2uxe2V6v6W2WWbU226SYdEy03CucFjWTJdmBP7Y3t8B6A7MBYGWuNF9\nO/A0PVfR6913hjS/+0bNIb5JrKm60Y6jRhYAzhyxt6dEXC45t4RnjSPGiep07flRVBTXg5BzU5yv\nUOk6lzJF4Lk7O/yiJ2QMVml+YrVYXip7u/CZKV/qhn79X+/5Ut9qLpFIiieFcjeTN+Ul1KWNMvUv\nc+W4iPKZOeJdtzbDjZUlnveHvMsNVQjLiUse81vXl+DQIrB+0nCh2y6qYIRMuYSLAOxu/1XAurMH\nfQzAl3+IFBybtzYNZdpswXO8WsbwmGsxtlm+9t7M0qPnRttymymqCstKXLxY+sy+Hqtn0s65FaNb\nYVRVQT1d0u1SZ6Vb1K5xARBOtq0MyWG7dtoP5EUsXjViBr3n509oOrj7DpZ873tThLNCDo5LhfK7\nTFLMKYjdTHUmRUbxz/x/cjeTJTTBMfhgf0tfvlculs6nxBiVpnAJoFD8YEq4Mj8HYzlIWDEGEDtH\nFjVa4To/2ed1/vpYqdF5Pm/+oauuf/+Fhi2PM7C0CGI2yaXEFKRgX+Vjue5DV5bqHiVV2yxfh1Pf\noWHL427nCxMxJYSykp0llOcS8bnknBC5nJTqN3CeKuXzWseFWE44hGUmvs41txxJxrQLAL3nT3dL\nd6D9RpqC4/MeUpGRSIo9hfIt4E3Z0Ni/53ZoTL7zgYSI42IJv8LLKoEEdrBC0Vg2Bq8LVDdxzWgx\nTteL36qVITFtPM6SQrhtbzPXTYnxVldLz7Ci6bKA7UYSbxYAY7lE7eu2WWYKowKj4aiRRa5heQnc\nA+V5WmK8oZwTAfRuugLp+eOj1SLcwO3NT+i/UeVG5zh3KLTggBKJRLgDFNXdTIVymckTT4XDn7Lj\nrZ5nO6EuWZntn7d6wVgDnJVEzpzMPv8KWLdiojD1b24jIgg3m/u0JStDbmknRwa9Z6puu/aH+Srh\nO1N1CxKf8+vKSZTZN/D8WlF8ohktFQCqguJwLSO5fGO0ZKbhRkvVkHUlnthSYlnLqEhJJIWdSC8z\nlawTuWWmjD/JZaaQMCNkkjY/6PNarY7n9cuuB/4CNdM3rX1vAi1YoXgm96qrrv8lHmO5yRGxS+qd\nwR/ox3alvEFimn+fmVcGzAWgcdxpfAWc86x73Rkf9dYLM3Om+dEcCcEyE01j9oWuwLgdVFFVsZk5\nUkqMhpZvKrZmFs5cmVhAIrEFtWgGJygSyoxRKJgRMntSxGbnsneW9KlUeLt+oBch5E0wBSPo/N3P\ns64vQWhFgN5U8376p3/rT5PWv/qs66l8+Wt336g5tNooYrjknChtyXoRSYKZM7stMwWl1MTUzFs6\n4g+hoHgqMmaWjyKF06notnGtn9HUP4lEUvAUCWXGyMPHkr0KCWO5rKOkfsxb3feHvJvvvLGOUSAF\nUmy8Hfds06pQnHSig+m6gZSkOYOFI29MXafful1/HBGg3Yk4XfHwM4PsQ0EI92DmLGHRuLBYZiKl\nyGkO4zevxlG6gthufUMkhUYxWGAkEkkRpuA9S8JCkVNmNm9tSqKfLb/+rAF2Kh3erjNip1B8Yth6\n1zHfu5KCsYoEqjumUlef7U7tu4wZ2/qG1IdIWmmCUTqMylnDueMtx+YpCMtMTM0sbl4TDrjlKl3n\nyiXhe6JtsY5mXxT1dMl8liOl+g1pnZFIJDpFTpkJhKfgMTp5egqZaafasmh9B/1YJJaOQhGKuaWd\nJKwUW6+tWkWy1VsYfWK81V0xQiTqy0iqorerRSbuOX+6W86ohOVPeO1PsPMQTqwqlhrOGBh6qJ/f\nugW93Jab4yC+bDYA167G47ggtlnnkj8vUjTiqbgo1W/IJSeJRKJT7JQZcBcin125TT+mCZke+4YC\ncHxfDcsCyU5/CrN9OOJHEKqO/GO3apnRHI4n9V3OtrINAKHE+Gt39oX6UWmZ0e6n9cvK72ZU1Ggk\n/vdMnxVh+Y2DRRP4iqKSc9P153423lJbEomk8FNUt2YXS2VGY2RGH6rGix1B9ZJO6seP76sBWFc6\ntH+bqWunZcZfWxke7f75THMm9V2uH3PGiyc8c+i7QbXrjHNdZ6LuJFe5qFhmAv1ub1bNNl03HEqd\no0ZW3nZqIr8bSSKRSCJFsVZmftiZQK07TgOwvvnCkIWXRjDC62Dq24h4vIIHj/YIqQ9WBPNshBIT\nbLvpw2az50Y9y30Itr/hQmS4hsS0qWFTLCNpmdGXX5yOvBgxRcy5Vy4tSSQWkZaZosmJn6uLQnMz\nyyuBnX3N1DVaNBw4vNbtea180H2IvMVnUp5Fx2IfzNbdmjKLTulTCQeDFkz1OvZwzO+Y37qGzTJj\nXFIClzVGixEjhb9EIinCFHtlxqiMGJ1VwZzweu9STQBeWzEkqK/rzGHeLSGedRP3RX5Jymy760bO\n4E+/DbalD506/uK17lfD3hTn1z1NuInU/FJ3o+m6/vrgia7ERDhSr0QiKSQU4XQGxV6Z0QRDao/N\nOFxZga18Mdtd95k+KwCYVOloFFtmpvNi/4UA1E2+EHoftjXBk3Zxrnw+f8QzY+CnAExf9lC+enbw\nxdA5BIpuHI75XTViBolp/h2oje0P7r4DwC2TdIla18m5JQL8aIkhnXL7skQiKSYUe2VG49VqP/Ll\n5c6AOctM5UbnANjaJt1v3YZzx6N5KwQjFL/NKmG6bkFZZozlrSnC72RxnRYkLBmrz2M4+rBg2BsM\nX2g9l5cv7l800XQf/nJPGg8fE0kRY2pm8eczzQEY29t7LqpA7Sbf+ZOpuh8PeZtPznbV+5ySvAWA\n9HWd9VxGN7PFdmtpmZFIJPmQlpmij7b0o6EJGBBZfL1aW9rkb6dRq9/08xkm/B6+yxJf1J45kvzh\nLJfrVTmwgyw1O+hrKjvKAHDzeBk3ZdA4h3bRIi58Ad4sKV9bx/Pf3X/yeb0WEdkf6zY393rf/H2Y\nkFemJX+r/gMA6XTWcxlJJBJJcUMqMy6Mwklj3ebmun/DsZ9qBfy6br39PgCuHqkQlKXjsV+7AzB+\nyx2mrSJxta5zYMAn+epq1oLQrC3PAnBnpwMB2wrU7pLrpS32wb8ioVmC7HYK/njI2657TLC1v11/\nHAEIH6DEtGf81g3VSiaRSCQ+kZaZ4oNV4eUsKXwVgl1eKZdw0XRdrZwwL2+77/R+SwHovCeFswcr\nm+5vuJevvsuKYcrSh8PSh4R5QomxO5fyo4snhKW/Wrldyziv92217X6/11npg0QikRQXpDJjIFTh\nNSqzt+m63sqNrj3K3lF/d9V91m9do8L0ZIXfAZhxsHLYFRQzAnTZdeF0OrD0DVv7MKbXGgAuO7Nw\n5Ip79e+2m282eFnrC5FIzpnx+nG1ukjLjEQiCRtyN1MxxJuQAnjw7g102D3K7bjbMlXCKsuCrpTi\n7rT5l7NNadH2SMDrvN0rkpYZI5OWPir+H2AuzfTByAuVD7rOT87XR7spKGtWYtp4EmlhSx8kEomk\nuCCVGS8YBYhRqBqPf7amGwAXWl3Xj2nnnZVu+dwR5Vk3GEHX4twDBb50ZFVoBuqDllrB23Vm+2sn\nBakszr5QP6Q+aMuWV66Ugj/clWOJRCIpikhlxg/mBNIUQOTB0Y512p0SFkG3PeV1KnUKj0NtJJc2\ntPabbnxYP/ZMxV8t9/f1QcIResqWVNGYTYkUC1pZnGRRsbySWdGW8UskEklhQSozfghWILkdc7lx\n2CvopkCVbJN1o8sy461+bmknRyz2d0t2jt7O4NLCOjbFpcT07vIjqza1DKpv3hiRvM1vH8KtLCa1\nOWq6rkQikZhC+swUP4yCwoxAMtZ9qs9K/bidgk7b4luYLTMaMde956Xy1t9Dt666XfvQoqf9js0O\n5q/rCECdpFOASHeR1PqYKC8cxydh2sbtpiDv9l1XIpFIJAKpzATAl+XFm0D6cMg7+c5funuDrYJO\nT3PQ8mjICkrCPFH+ysYw/lbx1a7GgAXTLClfdnD5htid5bgSw2eJCwBou2cyiy61A6Bv1z1hUxY1\nvB2TSCQSiUAqMwHwJVgCWWaM519J3Qegx6GZdqqtZUGXtPlBAN78rZ8lJWlXyhsA/PNSor69+YEt\nTxSIZcYTra1W7TLzHQtFAQyVyxnCB+XJ3qtom54XoVlrW1VEpGe7+mssa/mofCl6dlujJBJJEUYm\nmpSAb0EV6LxWNu5wmpm6y9Q9j+ZcwVlB+Id8kxWnh6y3akG5/8hAALZvb6Qfa7jqMduWpOzgh50J\nJO60x9JhJ/9c1ZsNI2e67jWNWnecBiC92ackpk2zpb/BPlsa4RqzRCKRFAakMmOSQMsgdvug5F0z\n3VTiS7PtahiP/c89adxX1nvW62DbtQs7l+am9l0GwIw19+C4pWCV25ufoNs8obSUqH2d1xunAdBl\n3jRb++utHOi8tzmTSCSSfEjLTPHGUwj95WxTAD5anez1vF2WDrvaLd9QxB7Z1e4rr+eXdPzFlv7a\nRTB98HaNt3JK8jbdqdcKR09WwVlaLBWmd3iPlIWTvN4vUH9D+Y3NWHEkEomkuCGVGZMYhdCM8w15\nqYpIwvgRyXqdSCsoZtvt23UP57LLmqo7q8Ixunf+OaT+2onW3iM913tVXBw1snCeElm0lw6f5To3\n1a0/+0e9BUCzuU9TudE5AM4dqhx0X9RbDv5812IAUhZOKrDf2IyVRiKRSLxSRC0ziqoW/Mji69VV\na0+fXNDdME0ggaT920xdOxSfl/qLHTb/9e1waiSeBeDUr7dRoeZlABQlz4nVzH33jZoDQNJcscMp\npmYWv3T/t6n+PtdvMa+tGBLslFpGve0miXXOAJDxYx0A9o96i2Zz82/d7tt1D9/8nASA40JsSPeN\nBuubZxuexyQSSXRzZNL0naqqto/U/UrWqqvWHzs1Ivf65b+mRnRs0jJjATMCSbMGJKY9Hbavds0B\nNVYRDsKOXHjvDhENd+gvU+haS+R0+mZDGz1dgLk+5G3T1q5JWDIWMJcRPJIo5+M4dEkoMZNc29ab\nzX2aOYM/1Ptze/MTAOw9X0tXYrRlN03JM8vbgz/Q240G65u0xkgkErMoyN1MEg/MCqRwfbU7S6is\nb77QS90p+epO6ruc2SsHAOhbfYPpw0v9F/DVyfZB9zcSqLfdpE4N4bz85rf9ABG5d+KSxwAo2+AS\ncTFiD/qxn2rx13u+BOCFr++zdL8JS8YA0WGZkctMEolEIpDKTIiYEULehNc55zW/7bZpnwHAk8fv\n1C0LRjJHvBuUoNOUmOnLHgJgxYiZGLcTBxKgzorC+mPGMmP0UQk3caVvcfxIVQAauOZp3vqOVDBY\nXn6JqQDA/w38nOeWPQBA8p0/AbBuc/Og7ndnJ+ErFQkFpdmmh/LdX618M2C7EolE4hNpmZH4I9gv\n5k7pYt2y4L7wrUXUNVf3abd7GefIbm5ll6BMNaEYZh6pDkDFBhe5dFEk5FRADw743LIH+Ms9Yjv1\nS1+LpJQVEy9w8XAlU/dSb7vJzt/rAsLik7BYLL09fPcGfWwf+0hxYOV30/5trJthOH//kZ4Ftrwn\nkUgk0YRUZsKAUYi/MmBuVC1B2NHukutCUShR+zpNvn8EgDG91gCQ8O3jzB82G4AXz3Tk1Wo/WptE\ns/wRT1YVUSxV6QYAVy6XQjkXp1dRqmUDUKH8df5juVBiarv8jY6fvA2HyVsl1jmjOxn/lPo2jdMm\nAPBK1X18RjcAupbM39rQu7YHNb+awnVf2QsB69JgNQDOeBVHtvUYOhKJpBggIwBLzGD26zoaFZRQ\n232h+0EAPrhwN63jRC6jUfvbkLb2znzz4DlfoeIoIWK/3Lrpepxd2bM1ci8JxaZnsx+Yf1jEmelW\nTaRM+PJQNdP3yfixjmFufFteIP88LaIDAK233xewrkYwv0VmqlxmkkgkxRepzISBxLTxlKx3BYCf\nOn9eaBUUO9v1hR3LJFqcGaX6Df3/6umS+vmhHXcCIgv2Jlc6gi6uSL5/6reUGSsGmbrPjIGf2jJn\niUfc6ybMH8ef+i3V72O1XYlEIgmItMxIguHGr+UASPy14BWJaGlXw6riEwhNgVGq39CXltQz8Sz5\nXuzE2jvq77SYmz+HkhYk8Pstd/htf/qyh2yZsykn27m168hReLLC7yG3KxUaiURSXJHKTAQItyKh\n7VRqu/NemrT+FYAuP4xkcPcdACQsGsfEPitFecE4AAZ320XDdHH9/w783LKCEimFKhjU0yWJqyOc\ngrNKx/Jid2H1aDH3WQ6m5jnoAnw17E3uXfgMAOUSLnIl03fcGTvG1mH3KLa3mes2NruVRYlEIvGJ\ntMxIQsWbwLEqvBKWP6E7rg4rIwT39IyK7ErNy730eqt5ACzJbs/USiKA3j9ciRZn19rOMmdbAEaW\nucJzhj5Gq8UnGG4eLwNA+fqXeXWjyBTepeMvJC56EoB2rq3vD24bg3rbTQBKxeZwxUtbxoCDVsd2\nb2YvALa3Cb9DuEQikRQ3pDJTQBiFkBXhpSjhcyyORsuMVWFdtmQ2166WB2ByzW/Zuq0JAHMTVon2\nd4wnw3AvLcLvhCVjmO7yY9F8aqyOrc/+QXzbbGnE50wikUiKC1KZKWCMQsgMsa7lk1suy0M4iHah\nGIxi82C9bcw6ICwzHeID52PqUypHL2t+LDMs9LFEret6+cje2tDMf33jM+CrLJFIJKFsYn+0AAAg\nAElEQVQit2ZLwkYwX+Kt2oktxfO6fBtRC8rQQ/0AeC0K/Wu80ajVbwDMWjkwopakRmtHA8Lx2Gy7\nnv0x4nlcLjNJJBJJfqQyE0UYhZE3IbUr5Q3KO0rp5wtiiWdkoxW871IUosG/xheHfqgbsT4Yy7ll\nRLjh6o3PsaV1uul2fSk23pQ2ucwkkUgsIy0zkoLAKJi6bBujb/mOBqtIs3MPFXgffAnudu0PR7QP\nWrnxehER+ezByiQetN8yY7bv/uZGIpFIihpSmSlEaIoMRIdV5HDqOzTd+HDE+tB6u8h0PbrnOv34\n8uEzGbBgmts8qQpUihM+K+tGziAxbXrY50Er7x31d0BsAw+mXU8lxnje85i0zEgkEkuoSMuMJPrw\nJ5g9CZfis2/UHAAG/DzS63lj4sU6SacA6LQ7BQBnXHB/VVePiOzXL3U4QIW+QlkZsGBavrFljMob\nQ62eFyNqmUlMexYIPiu5r9/NE3/LbVKJkUgkxRWpzBQBfAk3b8LSfovERAAqNToPwNS+y/TzcwZ/\nyKOLRXA6Z8UckquJpZ/P1oikjJkhKBLGMQaqu7lVA9N1Q1V8tCSRfb6dzJ0df7HUrj8Li6+27tj0\nkB5bRyKRSHwhdzNJoh5PQedPObDbIqEtAXnuHhqRvA2Ar48005WYdSNnuM5Pt6RIbE2ZRWVHGVN1\njeUGh8ZyxIKCsnz4TNc103z2Ua0sAu/dV/YCAC9dieGz+mvF+W1NePTYXUHPrxFvFpjDqe+w9oYI\ngnjzeBleGSAiC7+8fFS+6yUSiaQoI5WZIkYgy4wvC0CoFgnjPb2df6TnepbFJwGQPM+7D4tZharp\nhifJOVHaVF1/Cl6guq8P+gRA98kZ3H2Hfv2TvVeRsGIMAA4go9eHpuaM29eHNL9GXjufyHurevmd\nBw1n+Rwcl+Wfu0RS7JGWGUlhwoxyEExdM8s9gerOHvQxAM/88YB+bE/KbFd5kmmFKiV5C3/r9oOp\nup7lBkvHmqo7qe9yJq2/H4DYmlkALP2lBeUSLgLw1bG2OC6VsDRnwSz5+eO9Vb1Mz1lm/w8CtieR\nSCSFFanMFFHMWFuCqeutPKbXGl6ofNBUXWN5e8osADqlT6Xld08B8Kd+S4NSqNLpbLqusbxmhFji\nGrprnNfzo3uuA+DvP9yNckX8eSQ33w/A6k0t6NpYZNj+ZkObkK1ZZpb8tMSgDldOLU+CmbNNI8Vy\nWeevp+DIcnhpTSKRFHWkz4yk0OJN0IE5wavV81buvCeFD76721Rd9/JUADaMnEm3eWIJ5/sLjVBd\n8rXLDyPpZHCeBXh7cJ5l4ZGe69l7ubbXewQaj7ZNO6nNUQBa1t+rn5/adxkz1t0jOpELD/fYAOQ5\nLL88YB6vLB8Z0pwFa9kKpHIEp1CJuZZqjEQiKWpIZaYI401YGs+F6jPTsOVxtoRgkUhMm+bmtGpM\n+LgpVWT8TnQlhvztVmWcFUXepLTDbbh+siwA84fNJjFtkke7vsej7Tb62/5+AOzbXd+tD+XqXwbg\njqqndSVmzmDhDzNxyWP6VvTEtIkhW2aqN/0DgI0t5/u2zMx3WWZy8ltmglWoJBKJRPrMSAo1sy/U\nB+DNb4UQD07p8K4cJKx8nMQfrVskku/8iT+vEjFnJvZZGbAPmYbyx0NEOWXhJLa6lq00i4+v8fz1\nni95fusIAJRzcQCMSN6m7/65vfkJjp+rBMD27Y14srfIrD1xyWMArB4xg6S5gZ2XA439YKqIveNw\n2Uj81fVmRQlVCZVIJJKihlRmiglGJQbsscyM7rme/6yy31RdY9lRQzjUPlltLetuNQfgq6PtLPVh\n3cgZdEoXCsanQ99yXfO0vhMpMS1ve/jzW0fgKOEEoIQr+/iyzDvILSvyKTkUlZxTIvfVHa2P8c9V\nvQF4rt9iAHrOt7aVPL+y4zBd15sCYlUJlUgkxRwZAVhSVLC2HORdcD9/ulVQFgmNg3f923XMfakm\n8ZAVS8d0pvZdBsADXwtn4qTWx/jTHmGBKXX7FVb/3giA2JI55PwutnTPGfw+AOOXPEGGy1LSOG0C\n/9F/IQCvfjOMekknAXhtxRDxfz8ZwwP1d8GwN1yjL2XJv+ajy9UA+Ms3wy0pVBKJRFKUkcpMMSUU\ny8wnV6oAkL6uc1BLG4HqNvn+EdN90MozBn7K87uF4qLGCatLtyqH2b/ndgBG9/6Od9b2BEDJVTgw\nSlhvms192tDWhHztjkjexryfWgPgqH4DgOeWPcAXQ4P3mXmmzwpaxIWW7dw4h9IyI5FIJO5IZaYY\nE4xQfPDuDfp1vnb0aHWN5VjXcs7+Lp+atkh49s1f3YbfPab7v/zsI8ljCdey1uZub9Ns7lRT7Sam\njUctJZSjLi3FzqrvLzfh/kUifYOZBJbajqxJlY5a9q/RyhtvOF3HJkifGYlEYgnF9V9RRCozEjch\nZxSKzTY9pB9/peq+fOfNCFBv7dphxdHKaqVb7E4RSzgt5k7Od75Dh0MMrbobEHFtzLY79K7tnM0W\nO6Y2bm0GwIM9NvLlz+0BEcVYy5CdmPZsvnY7dDiUl84gBP8arazlvpKWGYlEIsmPVGYk+Wi7814A\nbrkSF9ohQIOxSFx13iDQduvtKa8DcPfOx2mbLpSY/aPyHIDv7HQAgDhHDi99nRp0HxK+GaOH/9eW\nlu5fNJGyDS4B0D95Ny3mPpuvXc3x+H8z+lmeM39zmXB0nNuuLmmZkUgkQSEdgCXFhcsZFQFIHxY4\n1UAgAfqPi3VM19XKzVofM1F3CgDvDH6fscdFjqSeP+UlWPyPWl8DMGjBVEsCP672dYa02QWgLy0l\ntTnKpZslxdys6+wz5gyAs+KtkJUOX4pPw7niWEYISpJEIpEUJaQyI/FJykJhHflwSOg7n54Kom7D\nueNJ3GNeMGd6VQ78x5zx1VZqj80AfLmnPek/tAHAUSUbgCblzzB/XUdDWxPztavFvOmwbHJYLDPG\n6+1QkiQSSfGi2KYzUBSlLvBvoDrCQPWuqqqzFUW5DfgKqA8cBVJVVb3guuYFYAyQCzyrquqKsPRe\nElZCFbZW/WAyUt/hvUs1TdW1UzkY2G0XaWvvBGBo9x0s+V74x2hLWh3Sp5hoVyhRKcnbqB//R0hz\nFmhsCSsft20eFg1/naELhLWrVbtMftiZgEQikRQWzFhmcoBpqqruUhSlHLBTUZRvgdHAd6qq/k1R\nlOeB54HnFEW5A7gPSAJqAasURWmsqmpueIYgCReaoHvw7g0hKxJ/PtPckrA93/s703WtKgeaH8yS\nfS24+86fRPn79oY6Uyy1qxEu5WvWwE/5MaueTfPgrqg91WclAG+t6ktcbbEjTfOhkkgkhZjiaplR\nVfUkcNJVvqIoyn6gNjAU6OGq9jGwFnjOdfxLVVWzgSOKohwGOgKb7e68JDJ8tqabLYrEf6f+ZLqu\np7B9V+lFg6+fAOCIjcrB7c1P6OO8fK4M6zY3t6XdTh1/oW6pC0HP2V/v+ZJZFxr4/C2abnhYj2g8\nfdlDOGPE8UwblSRjOaHF75y6XB6AWz57JZFIJAVLUD4ziqLUB9oAW4HqLkUH4BRiGQqEorPFcNlx\n1zHPtsYB4wBiKlUKphuSCNO1035blnj6dt1juq6nsDU6u4473sU2y0zConE4skXkhZJ1rvGPHv8K\nqd2vhr0JwIPbxrD1RBPTc6bFpBlV9hKJaff5rftU5/UAzKcjL/VZaMs8eF5fJ+kUAI/U2aLHFXrH\nFTV57IoxOG4W1WgVkqKA9q5ZubF1AfckCimulhkNRVHKAvOAyaqqXlaUvJeZqqqqogTnVqSq6rvA\nuwDx9eoW0ektGmhxVkLlH7W32tLOu3U26cLYWS601UtHtkKb9hkA7N7RkB5dQnsUH9wudlYt6/w2\n/eZP81vXiQiEpzpg8/5EcdAVm8Yf9UuU08uPlz8NwKsW+upJwrePA+5WnoeTzvKK63yvUq4cVjcV\nN8Xnr/d8CcBzm1JwXBSvlGTXcp1m6ZJIwsFf7kkD4KWvU92eSe1dk4hQZrwp8FpdKx8BkujDlDKj\nKEosQpH5TFXV+a7DpxVFqamq6klFUWoCZ1zHfwfqGi6v4zomKQLY4a/SpPWvpuuasdyEsrySPmy2\nvmvLDt+WRmtHA9Bv/jQT14k0CmnD3uTRXaNtm18r85DaYzOvVvsxpD7E17nG/r4f+KwrkdiNrxhS\ngf4WNIL9u9HCMSTNnRjWcYUNtXjvZlKAD4D9qqrOMpxaDDwK/M31/0WG458rijIL4QDcCNhmZ6cl\nBYs/QWVGgAZT15QQXz3afF1XOe+lZD2Gjrfy0Lu2A9Cw9ZkglI5n9IzffyqbYpuCEozi02l3Comu\nnVzBCgYtWOHJ3CyMKR589UsisQNnuVwyB4ilz2D+FvaPeotYpYSpuvnLhVSJKQaYscx0BR4G9iqK\nssd17EWEEpOmKMoY4BiQCqCq6j5FUdKAnxE7oZ6WO5mKJgnzxtOizVEAfjpWCwDlfJyb0EpYMA6A\n3l326sfstjJoisBffx0YsO7LA+YBeV9WW1NmYTUmjb+XZ52kU0EmpcxLfJmQOVbM3YoxPmLo2G+Z\nqdTovGUlKWGe6LsjN/9uLmmml9hNfN2rANzMjrUUQLLT7vs4d6iyqbqe5bcHC8vjhCVjwjvIcFJc\nLTOqqm7Ad26qXj6u+R/gf0Lol6QQ4MiFfbvrA74fEMctccbo52K/lUEIU81/5vGe6/TzT/VZqZdr\nNjvDy2uGAzC4m4ju65mvyc4lnqlOYQJfMWImiWnT/NY1lo0KzGVnltt8jszoQ7v2h8PS38RD+c+v\nGDGThnNF3z8Y8q5ed09KXnRoKol9Tof7/Cvg2CSSUMn+TeRMmz3oYyYtfRSAh48l877h+fT3twC4\nPb/BKOCFWokp4sgIwJKwYqew9VVWb7sJwJ86iNgoM1YM4sneqwD4x7d9UaplA5DrdECccLpdtqGt\nrX3wN7aBl3xnug7ch7zkmfmu35EYlv622XEvqks7dRrW2HuUzPukK+soqZcz+wS/A0wiscozfVYA\nMGnpo27P2yep6wBwxqkkfCOUjil9l+vnjbROn6SXi5sCXlR9ZhRVLfiRxderq9aePrmguyEJI+Hy\n/1AVyBjlu+4jPdfz8Q+dRSfOx1G7mdj9czNH6PFnD1YOm2XG2wvR7nnQHI7VM/Eh99fo3KjtUHrh\n6/vCMg8SSaiYeQ6TXMvgmgU52jgyafpOVVXbR+p+pavVVZuMmhqRe+35x9SIjk1aZiRhZfnwmQAk\npk2zVSjG1hFRafd3+TRg3WEup9xlh5M4nlFNdKxUDgD/2X9B2C0zfbvuYUClvabqBtuHqX2XAfBU\nxeM29Ff4EbVql8lzm0Vsme9HziCQU68VBVAisYqV51BS9JHKjCSsDFiQF2vFLuVg6fBZNI0tY6qu\nsTy4+w4WZbUCIL6MWJr6yzfD9eSQiWn+M2zvH/UWmn/O6hHuQt7b2JYOF+2O2D5eD95lt2WmYboo\nz3Kad7711QdtV9LzpzvywwWRm+n+/Q9Ly4wkKtCc94N5DlOSRfzW9HWdI93d6KXgF2PCglRmJBEn\nVKG482asZQvKgz02AvDZ910BaNLqNzqlC7PrKoOCcjD1bbQ4MOUbXgTgyePJ+hi+vtZULzdaO5rB\n3Xe4ja1nl73c/4MIQnfzeJmwLV9167QfgI9vX2+DkuRypC6hujkhN/g1L42EtXalEiOxhpau48Hu\nG/VI1GaePW0n4b3LXDvtItlpSYEglRlJgRGsUPw2SzyuE5aE7tsyyeVE+Oa3/fRotb3nT2esK7Fl\n47QJqJWF9WZio7UAvPrNMJ/3ndRN1FmCWCJ+vOp6Vm/K224djuWrw6nv8ODRHiHNg7d7jTvexe18\nn/2DbGlXKjXmSO2xmS/3iOfIcTGWdSNnAJA8b3q+uTRmO0++8yc94nLfrnt0a+CKEWKp118gx00j\nRZ0u8/xHrfaFtpxstMTawYohee36e76NVtNXBszl/kViyVQqMfkpqg7AUpmR2EKJWtcByDlR2vQ1\nwQjFuVcr8MLX3nMWhaIcPNdvMa+tGAIIYfDeKhFtIK7ONbrVywSEEhO4v55+JU+H7Ffia2zGZTFf\ncxnsPBivf23g57Ttd0w/r2UVt0P5khYbd3z9bg/fvQGAxyptIXmev+XMKSZ+C+9hAdzL0zzadf9t\ntLxc45c84eM3zn+P+3ts5NNtdwIQcz14tcJXu8b7Lxr+OgDN5k7R05L8ec1ISrli0WjbuCVFH6nM\nSKxTNZtSpYX14vqvIl/Q7Ukn+XVfTVOXmxGKLbY+AEDWsXJhUw6m91sKiC3dNZuJrBxXbsSzelOL\nfHXD1QdfZc1qlLhmNCCC2/XYPlafw3D1Qct546x4i+3tP3UdD2xpCkWhKk6Y/d0+w3fGes+64bQA\nWm23cqLIHF+1jFAufjlWU8/fFezceO+jsErVuuM0Ow/XA8BxwyGVGF+oSJ8ZicSTEnG5ZB0TSswb\ngz4BYMrSh3XH10ELAm8BDPTC1Mzf1TqVDftLu3+33Szb3RIAx/UY/scl0AtKcDjL5dKn0s8ArPtD\nLB9sv/ujiPZBJJ182vZ2ffW3OLBppPkgimtvKFGnoARqt9PuFH2sO9q6/w19PXwWQzYLXzTnqVKW\n+6vVMyaJlUtKxRupzEgsk/N7aZq1FssRU5Y+DGgvnfzpAbzhLOUkc/B7QGATubNcrptTqp0v7dUj\nhE9Cz/nTKena8t36jhNuSewC3ddOwaHNabMKpwusDwXdblGkQ4dDgPBLMTsPJWpfN13306F5fiOR\n/o215R4oHSBVwFRe6r8AgAfLnbDcX4C/3vOlvvQsCYIiapmRQfMktjDQlR5Ai6yrob2AjFh5YbbY\n+oBuBQqXAH2k53o+2dcRAPV0SX1HhOZMGHHLTLzKnsEi7Hrb9Ml+6xYGBcVMu+nDxHi1TOZFkWDm\nN2HBOD0lyK6UN/TnwBddXbvbNm5tFrHfeHTPdbxU5YCpusZ7KdVvcCj5Y1N1ffWxsBPxoHlV66pN\nR0QmaN7ud2XQPEkhxFOJAfcXULv2h9m5I1E/DsELRTphuq7Vl7aWxK5rl726EqPFXwmnU6+vcmuX\nUDdjlTLbhxf7LyRbvZXv93KWUCM6Nu/tFl0lRiOY+X31njT+vz1iN1kgRQaEEmO8D+QpOEbh73nf\nR3quB2DSiQ5e292eLZ6X2DrXSFgutupryzovVTlg6XnouW+I5WdHYg0FuZtJIgka40tn547EkIRi\nwqJxOLIVU3XtEPirTjXXd5Q0mytM4YuGv47mcBhp64UmQDJDUCS0HFaPlz+NFu3XeN6oMBWUZUbL\ngP7wljGop/PyPxUllg8PLvFoqBgVHI2KiRf0VBgA4yqJKNnd5vna+ZTfOqlh9XnYmjKLyknBB7+U\nSLwhlRlJxPB8GbXadr/5r7DyORwe+oF+bO+ov7vKz+rbRu2wHGxPEWv/HdKn8MlOETW0SavfABi6\nYIr+BVtQ1ouEb8YE5TvU8LvHAPFFltH7Q9P9TVgwLuJjG9htF7uy6gNima9Bi98BOLK3NkWBOkmn\ngPwxU/zNb7i4eLiSHpDu6+Gz3JQYb/0ylm9vfgKAYz/VAmDvqL+TmPZsvr4Hfh6mUtG12ykSSp3E\nhbTMSCT2cu1oeRpeEcI2w8dLsEz9ywCsaPee/jW7f9RbNJsrXp6lbr/C+CVP6NdBqJYDYXk5mPo2\njV0RgB0uu6wzXuWz/cIM36LtkQKzXpitOyqzN8q5ONPt+rLSaIqNnUtdXw17ExB905hda7tb3aTN\nD1JUeHnAPLcItoF+C21rvOYAHg5atDwKiF2HwVhFNCVGb2fus5afh4QVY3zW/WrYmySmPWPjiCVF\nGekALIk6nCWdUCoXgE+6C6vLo4snuL3sXuy/EMgflRfCZzmYMfBTpi97CICazc5Qo8wVQGwLjVQf\nDqe+k+ezcCXGa917M0XgP8+lvVAVKu1LPnOk9bFp1om1SYtMf4lrxzyPFwae7L0KgH+u6m36t5gz\n+EMmLnks7H3TfKRe6LVEDxwZqlUk2OdB29m06XKiHtepf7fdAHyzoY31wRUSIu0AXKZqXbXZ0CkR\nudfOD6ZJB2BJ8cZR9hZJdU8CQomBcDudmm/XuAx1NUFYFh7paUdeJPN9+HiIKM+/0E4/v2j46zTb\nJCwot46XCcuc+fqKNjs21SGUGLPzoGGsW9j456regLnfQiMSigxAvSanAXhtxRC/v0WLtkfYu6uB\nz3bi616labUz+vVWnnVnpVtUbnQeKB5KjMR+pDIjiT7OxrPvbH0A3QITTuUguHbFV83qETPoOV+E\nmf/o9+7Md20p1nbjREL5cpbL5SXX/Gj5eexo11dZW2Yyex1Alx9G6tdkpAQ3D8bx+FJyoh2z818Q\nHN9XA7Dur6JZ2Y7vq8HDLcVzuLtSXUuWut/PVuTCodvsHaAkPzICsERSMJjLixQ5q0heebruDPzF\nwXZ6XJRI9EELUPb4T4/o85PU5igv1FvmqhP+tAOB6mbkiC3uZ36pYnkeFl7zv9MlpmYWALknSxGt\nmLXGFAQzBmppKqztJPKmDBl32wVqt9Ydp/U2JJJQkcqMpFDgudRQcJaZ/OXcMrn83ZXOIZLWIYAx\nvdYA8N66Hjy0O7xpB7Tsyw1L+E4todFvvpnkhubmoeTgD/PVvezM0pWYaFEOvBHNlhnN/yvYZ7LU\n7cJXbH0HbReh72SXCfNEu91dsW4azh2P4rr/iZ+rh3N4kmKGVGYkhQZvloGCs8yMp2eXvQBk5ca6\npXMIdx86dfwFgN+vVeCD7+4GQKl8k0093nTVsU+RMJaHHx4BwN5dDbye/+zKbby8fFRY5sGTtumT\no0IhCEQ0W2beH/IuEPxvocWn6ZDuP+bSgmFvMGSV2I2kxbrRFBlJwVEYguYpivJ/wGDgJpABPKaq\n6kV/10hlRlIo8bXkof07kpaZSPZBbEsXFpgy9S+LnV/A9Hbf0iWIWCFW+usrJkjbnfcCcDmjYlT8\nFtGA5gty8bqwHnmOYWpfsSQ4a+VAv+28MmCuriC2aZ/B7h0N3c43af0rv+wR2aLLN7zI5YyKpvv4\nxGLhMB7sb0GVbJN1JxNjujcSiRvfAi+oqpqjKMprwAvAc/4ukIlGJYWexLTx+kvU21d8JMhSs8lS\ns8N+n1gl7/vjh45f4LjhwHHDwVMVj4f93jvaprGjbRoN08dTMfECFRMvkPDNGHa1+4pd7b6y9V7O\n8jn8nnuF33OvBHWd8feP9PNwMPVtDqa+DYhdW2uTFnH1SAWuHqmgKwyJaeNxVszhrf3JvLU/2Ws7\nxj4/WO68Xp6bsIqGLY/TsGXeb72s8XK9nFzrsOm+Wp2Xwd13wNl48Z8PtHFKohQ1Qv+F0kVVXamq\nao7rn1uAOoGukZYZSZEk0FfjmxfF1+zS4bPwluU7mK/VhEXjaJ4ugvg91nOdfv61gZ/r5Q+H5F1n\nzPUU6L4FtYTmr11jgEN/6RWCbVez/AA4Lpfgr6d72dJuJBB99B5GQOtLI1ck6UM/1CX7YlmvbWh1\nfZXLNrhkqq72b19EwgopkdjE40DAryWpzEiKDN5euJ4v2j03bwAwe+UAAJ5J/ZWxvb/Tr7fygjcK\ndKfBK+DPPwwFxK6NxxaL83+950t9mUiLWePPgbKgl23C2e7RHHery462aV7rJtIm5P6GC7Pz0K79\nYUrGiGSNhxD5mSB/aoNA41l2vaTfug2+FgEVj9zzvt/xW/2NR2b0CVhXEt1E0GemiqIoOwz/fldV\n1Xf1fijKKsDbdrb/UFV1kavOfwA5wGeBbiaVGUmRxN+XpOcxrfzYyD0EkwDQrBDPapRNhw6HAHjh\n6/vYNFIIsg7p4l4HU9/2+VVf2BSUQO22aHtE/w16u+L0BGNliLRlJq7ONQCyLpSkbdNjAPywMyHg\n2Bssc0Vpdi3kv3n7It2nadPImW7+TcGMTdtO7ev864bt1v6w+hv37LKXdSNnuOpOz3f+/SHv6r44\nkmLPWX8RgFVV7e3vYkVRRgODgF6qiVQFUpmRFCsCvbT3jZrjOj8xZCGuKS2dl03RA4LtGzWHpLme\njroTTAvmaFRQzLb7xdA5dIiPDboPZn43Oy0zbw8WCU0nLBlDTIxwsB7Qei8rN7YGxC4d0a77jiot\nn9LRnCvEXIvx6MM0t/LsQR8HPQ/G8nTDvGjHtqbMolP6VFNjtPobN9/yAMmb/CuhEneU6sIaHDVZ\n4AvHbqb+wJ+AZFVVr5u5RiozkiKPlZd2lcbn9K/rI5aFuFBaqJjDqntmAZA0d3qRUlCCaffQrWwS\n0yYG3QfPewfb3w0jZ+pZoc0wYckY/V4J84WVYeWx1mxwKadaW18MnaOPJ6nNUe4re8F1X/+/8Yv9\nF1KjxGX9fq+dTwx6bE/93kk/9ly/xQCmFZlA9/Dsr7HsrHjLLeGo5/lW7TJ1y5VEEgJzgHjgW0VR\nALaoqvqkvwukMiMp8hiForGs/dvnC/xg/q9MLYnj8uEzCbQk9eDdGwCIUZxuSypFSUEJpl1/bfi7\nr+d1wfa38fqncFYU/io7e8+hkqM0nnheox3TBPeBW9d0JUZbZkmeN53qTf8AoGapy6bnbODBAby6\nJ39k6+dS83YjfZPlP9u5ES1JZDAo1W+QsFIobZ5O3J797b53uH5dZt9/ea37uitopBZvSRKlqIUj\nzoyqqonBXiOVGUmRJ5BQtCKYPyzbxW/d7Smv0/F74Qejni5put1NI/OUpD0pszHmegrUx10pecsf\nnu0WpOKj5dd6vPxpS3246rwR1Dx4W/LQlJK7fnqA9c0X6se/v4FPDqe+Q8KSsQA4shyGdqfrdU4f\nqCr+T1W3XWr+5qxDh0NBza+GpuCYxds8aBxK/tjrcW+c3F8tYH8bzhVlGRRPUlBIZUZSrPAnQIMV\n+Gnc6afuFD242P5Rb+FrG7bWVmqPzQB0mTdNj/DbOn2SW6JNcF/amNR3OQ2WCv29I78AACAASURB\nVGGrlMvl/852cBtrn/2D9C9mOxWUaafa6vf4y9mmeq4oz11Z2jUfXa4WUh9G91xnqb81m4lMzv/d\naKHb+QO3hFNv09gy+i6zWJejr2e/tEBcvqwiRrRdaoGeneZbHiBxuzXF0pNoUVilElOIKASWGStI\nZUZSrAj00g7mBX/LFdPJ25f4ppEz6btL+Nw0m+t+XnMw1eo6K91i78Vaeh9v5AonWWecyl939wfy\nYrDcu/Ip4l2Cd+mpFsRcd3jtm9b+v+O7eD1vRdA9f7oVAIvWd3A7/1LqAQBURShQALc3PwHAn880\n54u1XUPuw5f12pqu29WVB2jDNhFCP+22jpSoJXwIG617lEPJ+Z1vNQvM/lFzSFjyFCAiivp7Hj4e\n8jaPLp6AJ6asLZ3N1y0oBcVsuwuGvcHwhZPzzYNEEkmkMiMpMmgJ8PZ2+tyrmd74ZRvoy9fMC95/\n3WlUaXwOgKF3b9DP9+yylyk/pLr1+/ues0mel9+n5p3BH+jOqHVrnwTgQkYlWtYQ5Z07Ek0Lr8Qd\nDUMWdL7Gq5UzIiBsEy4/DvgO1je293e8s+MuADq1F9vhV25s7de6AWIZCSBeidXLgQX+BD0ab7VS\nV9m8tamfuu7jdVbI8TqOcMxZ+NuVikxhQaFw+MxYQSozkiLD3k55EXe9vai9KTbeXs7e2rBSV8sY\n/NnBbjRo8TsAu/+ozY1fy7m14bn7xVj+eIgIj69ZALp0OqALzRf7LzQtvB77tbtlQacte31Wf23A\nup7zsG9U3rKYncLW3/kKCSIf3badjQBIG/YmiWnP2N6Hw6nvkJFzFRBZwoNRDpptesh03Wi3zEgk\n0YBUZiRFDqsvbe3fZuqaseKUd4WeT6p6is27Guv13zTEGAncX6HEjEjeBsD8dR31JZxXvxkW0F9F\nK3fv/LPPiMOB+nAq96qrbvDZuBNWjieutljiuTezF2N6rfE5l8G0O+54F6/n5wz+kIlLHgOgpStA\n370Ln9Fj/rjHewld4GtYVQ487+2vbrQpPpJCSuD4c4USqcxIigyewkU7ZhQc3l7axuvNvuDrJZ1k\nddJin3Vf+//Ze+/4qqp0//99ThJC7wRCT6MISCf0YOhCCCVgAxsooiACuePM/Lhfr3e8M5e5KDK2\nQXEURXFCIPQakSC9Y4jUJKD0Ik1KQpLz+2OdvbPPySn71LT1fr18uTl77bWfvU6S9dnPetbzDPuW\n728+AohljjmPfwfAm5ue4I29TwIwqNdh9Zp/j/zAfDyNNaPeMx/PJCFmNwBJO0RekYD6Dzh/Q1RG\nDml5jfiUGUVss/cMnasLQeXq0oajMbV3HPG9EBTGm0EcH/SvwuccJ0pHLGoU7dFka53vRHteSWqn\nxHE8G7tNzbi7ctQ8IpP0j5kjG7p2PcWSsC262toTBKY6uRxJmG9uO73I+UUjCrNDfxj3RYkUPhJJ\nScCgI0uwzwlu2sTUKFGuu0q8g6O3R614UXDlD/xbQ5cBMKHaNYdtW22fQN6Fyg77VbINt1k6VS1K\n+Yd1T6vLJLdvVaJK1RwA7p6pDkCv6GPs2CMCW4Ma32VImAh2Xf1jF6eTl7LsZcy3LepsHY+O2cvf\n6x/SPU7W466nrRJ3srHVWqdtld1ZcZXvOW2rHd+FI0RJmEmrXvbahK/3Olv3eqrfDgA1ONpdpGem\n5OMoA3D29MQDjlL+e5uqdZqY2g7xz1y751v/Ppv0zEjKNXr+wD93tq/afkK1a06vAzAZRUCs47ZF\nY0msg2iVY2U5KT5lhprx9X83jWD1uS5F2tqzS/FktNn1jO6JrvvhBCLTuulqqz1Wikg6igcq8obf\nClp3OGvzvFJxOq7yPd02KOO7ftS7DE1xvkSmt9/V94RInbFmgkveC+2xpyJG26e/PTOS0o0MAJZI\nSgnu/sFVdkNZo3hC/PXWbvu46NJIvx5HuXCvhs3rHN13SfyH/HedOF1t60Rdd2tSLKgkahrZ23Xk\ndBwOW36H61uuc9mGYb0PAjBk5SzGmGOOPJnwlWDfGWuceyz8Oenbuq+z8Q1b8xLBDQuF4fRB6x1e\nL0WMpKQjxYykXOLtt1Vbb66+emNOH/sPANotfZ2CYPGatXX0XLRVjB3fdypDeoulo3b9Lji1MfKU\n++NQHJ4DJQHe1Hoi2HhtQScS6/4IQHK1zi71O6DnTygMXm5dILTkeSz0jm8A8HT3/QB8daEvUcGX\n7PbZfu9TVGkuakkpy52SUooJmTRPIilN2BMXnggUVybb6wV3iUyaqaut6za8DkBcn/2kXRAlTGKX\nu1fA0tjgPgALR3xq8/zi+I94Ou1lt8dhx4MClABW749D0eO/Pf4dY6veMrfVLi2JY62nCCjMBXRq\nMAAJMbtJz72vnv9n4126bPA3yrLbqSNN1ON2NS86Hd9aUb8BsK/jUpe+C4mkpCPFjKTMoV3qsXfO\n156ZSs3u+MwjoXhVVh7uiPFOAACfxH3ukb2TVr2senwik17XnH+N6QM3ApD0ayeX+9Vrj7e+i04H\nnuBPmTXdHoeV4zaip7aVo+f1B6eONCliV4/YbOYPL5rd2NYzRJ7S/12M67eLpK09/PFYEj9gKChu\nC3yDFDOSMon1xGPvc1cnZlcm28i7z+tua+9YKX3Q8sdnVRtaVhZLAhvudGTusMUATFk90S1xoCTE\nA7FsZX3+cMJ8OiSLLcPKrqNXhi5z2q8iuD5suNcnYtFeX6bauRaB13rHwVMb/IEee/d0aK67rbK7\nzd5Wfe1ypkRS0pFiRlImcTYhKbV49ASo2sJa4DgKoJx1qROvDEi1aY+j+3bucpqWQaImU/7FSg7b\nejoxA+r25cikyWqCvQ7JM0gcvAaAv6c9DsDbP42xWyG64SOXASFiXLXBG89m3Z8vbLC+j69xx97I\nw/rbttn1TJG2G0e/S7uls3z+bJJiQMbMSCSlA+0kM828RAKWXhql/o72cz0Tvj3mbxrqsK8+3X8G\nIH3sP1BiXuy1VYRPYu1M9Af1ujcxt++cBcDNnIpMWiViYxaN+ISuyWL31JuDVzFn4whAJOwD6N/p\npFohetrAjYStEwU1A4BtbS2rfPvDK3J63AK+uVMbgLfWj/WJSHL158GbuGPv6nuVXXq2VvkTgMJK\n40qws0RSWpBiRlKm+WDzYD4wH9uaDMD5pKeH+L77HPb11tU2gHDZO5tsh54QHpB/pg7w2cSsJOn7\nj41PAWDMM/DqwE2AqAOleJrmbByBqXYuAEOiRIK+Dds7MntICgB/2TiKAJP98fWG+EqI2a0eK0nz\nIpIn09A88YIQMb604fS4BXQ5KAqE5lfJByDgbgC+4qUBIlPyZ6n93bLXOs+Ro7ZDeh9iw/aOAFw0\nJ3qUlF1knhmJpJRjscyUIrwQxocGm2/crr59r9zWFXAeHKpnsg0Iva+7raP7PRu7TT1OGfk+SmDr\nvOFfM2ONeBM31ssBoE9EJh9vHgTAzEFreW/TMAACQu8zMOI4gDrhae3q3u0EvWqetmuDJ+IruInI\n69K/egbJdAcKk+bNKIAf26XoGgdPbPgw7gv1u7t5uhYA2T720IS1O89nqf3dslc5js0Y4bStgvK9\nSiSlGSlmJGUeW16YLBufueqNsYWjiUc572yyzTE9NJ+f6tbEnF9VeA7SbzeiIEi8ho3aPoWQliJ7\n8etbnsFQU9yjR9gZAH7c/QgL4hYCMHn1JGJ6HAVg97nmFiLG1jPsqhEBuF7zydmzjTotxJW7wc2e\n2vC3x79jSKVc3fZ6+rNjCBHC8nR2A7aPmWu+l/0Myo5sCGx0j+dj0yzaxvfd5/clMkkJw4QsNCmR\nlFa0f+zteUusP/MGWhGj/UzvG7OrE7NC9uML1c+0xRhndBOejD+deJLEPiKj7tyNwwHYk/Ae0cki\nL442/X9A6H11+cneBBqRPNmuPZ6IjpqRN9waB09tUHbxVDIEe00kaZk2cCMfbB4MCO/Zoq2iXIbR\nKPbMjuhwhJhlhbFSrtigYCow8K+DomSCEh2meA8lkrKI0XkTiaRsEJk0mX4Z8fTLiLcQNloSB69R\nd+94ei/lP1dQYkL0cibvDmfy7vD20KVO246tektNKPdKjfO8UuO8eq6OsYp6HBVUVT2uVuUBWffr\nkXW/ns0+r+T/jqFA5K4wGeB8/h3O59suC+Eq+zslsb9Tkrok6A8WxC2k3dLXvb4dWfuzNr3WGfU4\n9VJLMhMWkJmwgIJLlSi4VIn5Dfd5fL/8i5Uw3gzEeFO+r0osMZj885+/kT/pknLFuYwGAERmOH5T\nr9/qKpeP257AXUX79qzcR/lc+bdSzHLHntYuehkSHfbrikdCu91ayT/z87X66jLTzjHvms/PUrdu\nd02eRTVzle+uDX618CjYegZ3PChZ4xbwRFZ/j57N3nFCzG4A5vwmMik7Crj1ptdJCcAeU+WOx14n\niUQixYyknNK0zUVATArbNZO0sovkn7v6Yawj4iUM1yt4fD9l8skY+yFtlopqzhtHi/v2y3hGFVmu\nTorKNu62lX71aFJMHLxG3W4d0vIa2bfqAHAnqybrRwk7ey6bpXkGsXU7qv2v5OSJPyNbdrZjT8J7\n5n6dl3Jwxd64PqKO0L/dnPC1SQcv5f+uHv8l5ACA+uz+iMXRChBviiRvxO1IygFlM2RGihlJ+eSX\njFD1uOcqMfG275TNggPm+IV7AXR7RORg2XNXBLgaH3i+Ktt6wxQWmLP6anN5eOoNCGl5TXfbt4Yu\nI3y5WLoJMAedfvNLN9WWIY1+5qstYhz2Jcyja7J1gcWpqohakN4b0+WKgIi1iU4uFDxK2yXxhcfa\nxHzuTOKr6aK7rdJ/bMYIq6SD2ppNQsSsHDXPbMsM1esUmTTDZ54ZBV+JJImkvCHFjKTcY3xoACDj\nQgMMt4IAGNN3L8vTxASfECOy2Sbv6eKxoGkTcY4pqycC0LiNKEvwzxbf6vJkgOPJbVb9TmZ7d6uf\n/XvkB+bjaVBXCJeKhocY88Qzn+j3LwBaJE1Rl5laL9Vm9Z1RZAJNGfk+o1aIbd4mI7xrLqkwNGUW\nJ8d9Yu5PeJ+mD1rPUyunqs/74nqRebl9p2y1P61nzN6zKTWHjj5o7HQc7IkGW+cVT9yaO4+qbWsZ\nC3Ot/O16C2Fv5yw10Hmbjp1GjkTHgJ4/6S5g6a5IkkjKG1LMSCRmCi5VolqYCJBdntaNp/rtAGDJ\nVrErpH2nbI5kigJ/xlvu/epkZDamdYdfALh2VwTdDk+Z6ZM4jWS6U8eYo977dOyXNvrVVrR2vNSS\nOlpM4gOWJ1KpmQjyHdr8GIlrx2vaiv7eHLwKEEn3FBFlxKQKx2v3qxDYUOSM6W1evpo/fJHTZ1Oq\nfOsZh7eGLgNgcOUzVt4Ycb5xm0u8WbswR47Tfg+I48qGwmR5YzIHAvarjtv6Lh3dr+j34/znIXzT\nRPP4SiSOMSCT5kkk5YLfs2uox4v3iURtDVtdBeDIsWZUCbkLwP2gCnAt2OX+jXcCOHkxBEBdnvFt\nnIZ7W3y1xykj3weEiAEhAupVEuOwPK2bzbaK54Z6OcREngIgbVdbtTBm4trxajHKtTfbA/D6uud4\n3Vx+wtoGJfi4+8qZLo/D26DG/YQvn6lO+lvbrHRzfGcUGccz9eqp4tfed9Fim4jbKbhUyWuCNXzz\ni+qOpYhHz5H5U2MkkvKIFDMSiR2UdPXKriYjcP+uCAY2BJjcjqNTRIyCJzES3hU+RY9XjppHfIqY\nvJUikrWC73Nof4Sd64SIaWn2PuUVGEnb1RYQu6GUIGJtXpsXYrcB8MXu3mr+lXnDv7bqV1w35/Hv\nxPnMAU5tf9bc79LMjgzZNg0QZRt8Nb5Kfpp/N+ikLkntMIuwsLVvqD9P3vje7GWwlktOEoeYTDJp\nnkRS3tFOPN7+c+BPgeJavzOIav8rAIEGkdQt/WCY3euUYN8n1oolK2OegTWjxA6nnsu0MTEzNdu7\nhVgKa3ORahXEktSMNRMcPltcn/1cq3nN5vke0aL8wpFbwktx/2w1+poLfTZud8OH4/t6kc8bBIic\nPQF3A7z6vT1j9gL9JeSoS9+xRFJWkWJGInGCP998S5pn5ql+O1j7qyiSeTuzpg4bRLBvSIvrAPSo\nn83wFHvBzULEPPPYdgBWZD+q7jLT82zDeh8EwFQnl14/jVbH8Otmlmn8ra8/2aV+iRlfd/uNPpQA\niHgud2yo1OwO989WQ1L+kDEzEkk5xdkk5Kv7afH3BKpkFP5/e+Ix/FZBtw3KrqOpW0Qhy9Un65A8\ncr75/HSLtkqZhH+d6AHAg1+qufVsme6Kg/2RxJ0cAqAWlCxOgeJOvy/U6eOSDUo19C8ye3C3eh4A\nxttyGpCUfuRPsUTiBL2TkC9xdwJdHF+Y1Vd7fDihUGCACJBV4lI6dsnk/46LIo+G3yoUaavHhqrm\n3U4dGpwnYYW4Tlu5e0DPn0g51wEQIsadZ/OmOBjSIlcd61bbhRCbOWitz2xQ7uGVfnc/oqvtltFz\n+edvYmfe7cyabNHsTpOUI6RnRiIpn+jxzNgSNt4QO55MdPlV8ukeXPgrrj2uarQMQtbWY1oankrk\nfu1zFooYZ/eN7ZkOwNYsUR5g155Wat6bUSveoL55Z9iN3MpcPBbi9rP5Q/h8GtxbrSTuTRvO5N3h\neO+vdfer4KzfXj+NdtjHsrsNSdraQ3NeihhJ2UGKGYnECXomQmvB4q0lKXcmUCXHy0s1LvrV0zFn\n2Lf8Yd3TABRUyQegQ6dsktPEFvcqzW/TtJqo47RvX1SJXLbRXh+xdDKTsycVqw3WOBU+5tx/2j5a\n7xR5gB6eq1IivIyS4kXGzEgk5YzimGyt7+9OvwrF4emoHfUbABUChJhJPximemPyC4zs2xfl9THz\n1XfRtuMZVkZtLBYbnH2HzvrS2qDk9hnZ865L9kokpQmDqQTsOQ9u2sTUKPGN4jZDIlGx9Wbsy8lW\ne1/rf+vtV2unOzZ4+myzh6Tw31tGAmAKEtu4w5pf4cyFugAYbwQVu0Bxpd/wTRPVhHS+tMEW9s67\n8n3b6tNTgS1xHUP9B0DR/FIA2dMTD5hMpi7+sqVajcamTr1f98u9tq1706/PJj0zEokT/DnZ2hM2\nerwxxeXpKKzHNIXOXTIBOJgtyj78crk2PBDJ4qYPWl/sAsWVfhNi9tKn2gm/2aDFnshx1NaXYyaR\nlHSkmJFInKB3stAeu/Im7skkbq8PZzZ4MuGfHPcJSg2mgwnv08K8Q2n+8EVMX/McAK3MGYBPHG5K\nnDkfzPxNQ4tdoLja77YWItPxO48n+c0z40zQ2mvv7phZt3HUl6QMUPyLMT5BihmJRCd6JkUFRxNH\n/KnBRfr2xnKEryf8laNExt4WSTN45/EkADolv6HGZExf85xahfqz1P4APB+bxpdbYnQ9mzfsXTSi\nUGh1NHuJwtdPUj1GWk9SZNIU3f0+2eEGs81jXkCBze9i/o3mup6tT/oo3V4Pa6HsTc+MrX4dCRyJ\npCQjxYxEYoMPbjZl/qahgP0/8K5MHG12PQPApx2/JuNQc7v3fWjKU/ta+nuNIueLdylGZOz985AV\nzF43DhAZgpWq2S8N+F4VMdqq2f6wVymN0HnVG2ohyVdCfwBg8v5JLA1PFW33R/BUlqh03Sv6mJvj\noK00XtTG6XaEp8LFYyHQzmETu1gLC3fHzLoPR0jPTNlC7maSSMoR834czOEEUQFaSfTmDc+MMhHa\no/XS19S2Y6ve4k9u2K7sHvKl8NFWv1aqRX+W2l/NMDtn4wgA0sbMxRuVu53bK4SWsV4OK3t/DKAW\nyHTkaXq6eSOPxsHT8fUUV21w1I9EUpqRYkYisUFU1AU6JReKGPCeOIhYKo6dvSF5Kjo65Dzp84l5\n4YhPmbRKVHCeNnCj6s1aOOJTAGKWJfrFM6NUrH40bbKFiHF83xmkmrPgTq7+pEfj4Kq93sRTz4wU\nMpKygBQzEokNTmaF8lS/XYD339pnDVoLwHubhtm8tzdFR9jllwAI3/Qifxi8xmFbd59NqWs0dfUL\nzB6SAqAKnJWj5qleE996OsR209ie6Qzumu7CswmvUa/oYwBs9JFnRouvlm3C1rxEtofiS1IOKAHp\nWHyBFDMSiQ0MASbWnhHVontEHwe8/9ZuD296A7ST2ys1zgMwF/jj5fYAauVpd59tX8I8uiYLsTKx\n/w+8s2EUAKNj9gJiqef52MIq1koBS28LKu3x93VaAqIApd5ni0gW/Ufuae2T79gfgiHgntHtMZNI\nSjsyaZ5EYoM+3X/mR3MBP6VA43+cHGtRT8jdiSOq/a8AnDrSpMh9feu9KHqs7Oxps/NZHp6r4pYN\n8X33AZCyoysVQ+8CkJ8vwnAf3g+kWs37ANy5UZkKVURBxzrV73L5eD0AteBh7HL7S1IbR78LwODl\ns3Q/W0Gg+NuWNfpTp20rNhWFMY92/9YrgqokYOvnQYv0zPiHkpY0r0v3aX6519ZNf/Trs0kxI5HY\nwdZk0G6PqD10/2w13UJiYv8f+Pz7xwBo3zmLQ6ebAmC8Zdsx6qs4DWf9hq8US0PGHIPDtjvHvEvP\nZUJUtOuUzc8XGwCQf7GSGgy8ZKuozqyNqflixAJeWCX6iOuzn5V7OgNgqPYQgOah1ziT0RCAupHX\nuXWvEgC594Ig3wDA/+u5GoB3NozS/WyBje6xv8dnAHRInm5xvmvXU8LesC1ujZmj8bfXtiRQ0uwp\ny0gx4x/kMpNE4gL3z1YD7E9k84cvAkSMSsXGwkux+GRXTHWER+LI2UYEV8sB4GEFUb+Iq8F+s98R\nxhwhGKyXkZSYF2WnUs9ls3h14CYAPt48iOSR8wFIWDGdv4QcBWAJQsz0q1j4stRH87f8uTo7WJ0r\n/s7N7LwZEDFEexPeAyA6eaaFeFg/yuyZ2SIqeBvRz/FeX6Ot/G1TYJjFjKtohYst4aNQ0oRDSbNH\n4idMyKR5Ekl54tjYj4hMeg1wz9ORZfXmazD/v07Uda6erQ1A5Qa/A/CAQjHjTW/LzjHvEpnkfFnG\ncV8zHHoktF4aPf0uif8QEMJHWW5TAqH/9vh3RCfPtGOvuMeL5vibGoH3fOah8tTzYs8GiUTiO6SY\nkUhsoM334o0lnrg++wFY/WMXdUL+YqvIjKsIHVvX6bUhvu8+Wu2YAEBBJZGhtv/+l4npcdSjfp0/\n2yzd/S6IW8gTa4VANBigWZUbAJxCxA69ufkJlo78wHz9NIf9FtTII8sHAkWP8NHzXUkRIymJGABD\nCQgt8QVSzEjKDRUa3+XB1coAhDT7DYBrJ+vYbOuPN/zxj20H4OuD3S3iZ5xNtiEtrwHw6vlo9Zp3\nGxxk5bauABaTfK/WpwHY07RZsXgvIpMmkzJSJB+M3/g6xryiS1natmO3iKSC38Zbesasl/GmbX/G\nqQ3KdutW2yeoQcq+ioOxXm6SIkYi8S9SzEjKDfdvVmR8j51AYYDqn4es4K8bRgKQXyWf7GELAf8G\n31rHfzR85LJ6vk7UdQCGnnhcPf9B6yUAPLHCsffC2q7wCy/7/dnE9W+oz6nX3ld+Gq/WeYpMmsyi\nEWLX1XOrhNgZ0DOdHzKjAAjfMJFKTcSS3ZzfItVxWtRsm7h+z2TeNW9BX9/4EYfPFrZuEoZaD9U+\n7IkYR+clkhKN7dJipR4pZiTlhoDfA1QRo51IlW2/cXtf8av3ok/3nwHULeAKF6+bazLVzaFqsAgW\nVrZxvzV0GU+smOb0Hrbs0nps/OmZMYSYn6Hfly7ZiyhYTUDofSZsfAWAGPOYbdnZTl1CS9vVlhX9\nxXVDU2Y5tHdi/x+YGK3k1inatmGrq+x4dLndZ7fu1/oziURSPEgxIylXKMncLCe6Wep5lzwdm18E\nLIN99QiCjLEiCLbN0qk2bVS2cBbUzONBXpA4rp4HwH/tjVOXp7whOpRnmPP4dz7xzCyJ/5C//jrM\na/ZeeVAVgOoRN0nb1VbYPuxbhqboC0KecbGz04Dl2IARFp9ZI0WMpDQjY2YkkjLAsm3dAHjanA8l\nPOVldZnH3gSq5E6xxngjyO59HE/MtkWMNZ0jz3Jov3BPaL0qdYNEgrcqzW97TXSs++1RKpi3kmu9\nVba8F655Zgqf1ZsiaWL/H/gqR3yXb659Wk3+F5k0xaa9n90KBUQAtl5BRRvHYkUKGYmk5CDFjKRc\nUVBZ5HapHCDyvhgf2k8QZzJvM1Jyp7i6FGPv/BcjxLGSQM4eh/ZHOJxs/zxkBTtCIx3a4K635en0\n5wERROvpklT3wwm627pi798e/w6AP94fTQtzNXJtLajobifUsVSqeLs6DlrseWokklKDzDMjkZQN\nnugidrUoGXmdTW7guTiw19YZz8emOZ1sFcGV6aGnw56N44av4ccaUR6NgyIqfhz7HbZ2KHlq7y5N\nrpu0uy3U8fum+VaP+m3a5iK/ZIQW+V6kR0YiKXlIMSMp9Vi/MTuabJLTultc42xyc9RWez9Hk2Jc\nn/263vyt+XJLDP/W5F0BSB09F6XSc6Vmd/jDI5t02eDJEk+WVb/uioNW+1raLf7omb36c92465lx\nRYRKJCUXk6yaLZGURJwFaWonoIIaeSyK+dzic3c9M9b3cDQpOrqftY1aKjS+y7gfxbmgRvcA+NOv\n8er5I9GL1eUVb3o67B0rcTRjDk1ySxyEr3zZbUHlK6HmqF/rPiQSScnFqZgxGAz/AoYDV0wmU1vz\nZ7WBfwPNgTPAOJPJdMN87k/ARCAfeN1kMm30ieUSiRXOJreAinlMPjgeEGn4xTX23+pTzdWcrb0j\nju7njmdmcfxHjF/5WpHniap3lYxDzQE4Pu4LG9dbBrseG/uR+Vj0tXG0N8oZWHpAQGyVTh/7D/Nn\nr+sWB+8NW8wnv/bT1dZXAkVPv2UVW+JaUv4wlE3HjC7PzJfAh8BXms/+CHxvMpn+12Aw/NH87zcN\nBsMjwJNAG6AhkGowGFqYTKZ875otkQj0LAcpMRvfNN+qtv9bmCglkDLyqm9JygAAIABJREFUfZSk\nbkUnOrGc07FLpkc2aNvYnkCLChmAjEPNdU/M84cvouVmcWyqIn7dJmQ8R90W122OiTsT/juPJwGw\n+lp72i193el1tu6l2DN7SIrPBIp2y7wttN+LM89MWcDez6REUpZwKmZMJtM2g8HQ3OrjeKCf+XgR\nsBV40/z5dyaTKQfINhgMp4FuwC7vmCuR2MfWEhHYDwQFeDzuCM/GbrN53pW3dVuTotYuV5Y2FF4a\n8L3TCf8Zc86ZLbcfwXgzsEjb5811oNKCI932dCjFIWedGgvAhZ/reyw63jk5isMJ881tHVe0dsVe\nKLplXo9IsvVdlxVho32GsvA8Eokt3I2ZqW8ymS6ajy8B9c3HjYDdmnbnzJ8VwWAwvAy8DBBQq5ab\nZkgkticidybFL2v2VM8vGvEJkeZ4FKUW0pUTde3aYE/E6LXBFp+l9id5pOWEr62EXanZHd6ul1Hk\nOWzdy1Qnl0MJ75vPv6FbdMwb/jXvXxwICBHj7HmciQ5l6W7A8kQ6JItn2q5jyc+Zvdox92SZydp2\niaTMIQOAbWMymUwGg+urcCaT6VPgU4Dgpk3K5uhK/IK3liu0mXwnHniOqmG3AMcixprnzvYFYFt6\nS7LdsMGCujm8mP4cAAU1Rb2gLfebqKfTo791KiQUr8rHl2PplGx7Oc2WXUpM0UtZY9S4He8sByUW\n+Xxy1hgAIh4955ZIcnQ/T+yVSCSlB3fFzGWDwRBqMpkuGgyGUOCK+fPzQBNNu8bmzyQSn+POm7ij\nyW1IjHAyJmd3121DYXHD1upnemx4daDYYv3x5kEUVBKV4OZ3T2LGmgmAZQZg1yZmywy8jtsWHoet\nEYnnAu4ZPfJ0uGzvT+I4+lCCKsQik6Z6bRnPXS+ZRFImMIFBFpq0YBXwHPC/5v+v1Hz+rcFgeA8R\nABwF7PXUSInEFTzzHHj2hu5sCeNw7gOHNjzVbwc7r4UBMGPNBI8nZqUC90ctlmAv0Nnm2JiDiF0V\nKErdKUVEeSJ8ljXsAohMx54u49lbRpIiRiIpG+jZmr0EEexb12AwnAPeQoiYJIPBMBE4C4wDMJlM\nGQaDIQn4GcgDXpM7mST+JrZnuk88B3pw3td09djuvermeMXe0+MW8MyZfgCMWvGG07bK8cxBa0n7\nraWuttrjD+O+UItnJpi9Wt4QlqbauWqyvY77nwDgTlZNl/q1hVxSkpRLymvMjMlkesrOqf522v8P\n8D+eGCWReMKWne286plxV9To7df6s/BNE71ur562a0a9B8DwlJl2r7Nll1Ij6dWtz4K5uveqzHYA\nPPPYdo+F5Qc3m6ptlcR9EV2q6u7XGilgJJKyh8wALClzDOt90O+eGeuJ01WPhPazlu1/BeDUzSYe\n2Tt32GJd9gAcG/sRrZcKERPV/lfCqtrOT2M9jh/GfcGrm0WQsvGBkVcGpALwz9QBAHx9vaeueB/r\nfk+PW0DU1ucBMF0J1oxvVd3jYA93vDj2iFgqriurichKC9LL5gJl9GfVYCoBLqfgpk1MjRLfKG4z\nJGWI0uSZiUyazCdxoszCh+f6q7uHPO234/4nuJNVU7cNT/XbAcB3P3fBdCUYgLQxc4lZllik7eJ4\nkW14/MrXMNUWFchf7vQjn6UKh60iar48Gc2DX6rptsGZV8mdcXCEJ14c7TXDTg7lxOGmTu8nKX8Y\n6j8AwHS5YpFz2dMTD5hMpi7+sqV61Uam6Een+OVeqbv+06/PJj0zkjKHr2Jm9Lz9lYR+w5eJvoz5\n+kXdn4es4J3NIwEIqPtAjXmJWZZYpO3KUfOITxG7nRo+cpkqQULMfJbany9GiLYvrBJtAxvdI23M\nXPP1ibrHYXTMXv5e/5B6vk/3nwH4oumPLo+vHtx5q9deU1CxgHYdzwA4FKMSz3Hn+5UUYigBDgxf\nIMWMpMyxZWc7NfOtvz0ztt703fVI2OvX3vFT2bGAEDF6n23RiE8AeG7VFBqbdz4FGfPV6uKL4z9C\nKbegjamJ6XEUgK0nW2C4XgGAVwduUkWMklX5y4M9LDw7eschNmMEkWndAFFyol2FSrrHoTiY3W8V\n35zrViz3Lm9IESOxhRQzkjLJl1tE7aXgJr+rnxVUz/ObZ0aLLz0zK0fNM7eozL59UW48m3A5d+yS\nyeV7Ih7l7NGGLBzxKSCWkbRZewGmDdzIB5sHA1Cp6R1q1BPJBT/ePEgtr/DVFpE8MLTVVZpG3XR5\nHFp3OMufh6wAoFlgUZHoScyML/jrhpH0iD4OwFka+v3+5QHr79X6u5YiRyfSMyORlD4yenyj/pHT\nZvjtcnAc4D3PjD0Ro7ffwEb3AMg7X9lm/8o1C0d8qu52MgJtgiqr593xOiniY925R7hxqjYABxPe\nt8oWLETMFrOoiV2eqC5DJad1B3OoSK2o3/jmh94AxPfdB8DKbV3JizIC0CP6uEseqsg+VwEhFNx5\nNn+za0+rYrehrKH390rbVo59+USKGUm5ZH8nUQF6TOZAp23P599xeN7W26Ej74A7npn2nbMAmLTq\nZYvdQe5wOPcBBdXEWpQiPk6PW0DkKdFfdWMlm9c1DaymHk+sLYKFk+nOqPCfRF+7emI0n3/efH4l\nXdnTMVm1Vwl0brVjglM754UeAGA1rsUQFvekJidTz9AbjO3o3+78jvkKo1F4QkpEwjUTIDMASySl\nD+0fMFveiwqN76reicikybw5eJV63Cv6GACxO0XMSH7lAgLuGbGF3mUQPW1tceRAuHqNKx4f7XHi\n4DUAPHNgIsY7AQC6gnOtbduT8B7RyaLY5fRB65m/aagYy4b3eLrVfkAk6XNkY8rI9xmd90qR8VCO\nP4z7grB1kwCYN2xxiV9mskdBTZF3R6loLrGPrWUkdynuGCotgYFCxpQIMVOGkb9hknKF8kfunceF\nZ2b2unHkRBT+GjwwBanH1nWWsq3e7t4aukzt09kyyJe3Q8R9N4xy2HZx/EeMX/maQ/vdifGp0vw2\nFQxiYs35taqmrfPgXOV4QdxCAKKTZ9KxSyYA834YQlDofQDahF5SY2Wc2/iGumzVb7UQRq12TKB+\nK7G09H/Zgwn4XQiu2ErXCGx4z+H4urs86Gu0IqYk2FNS8YfoKK74msa1RMxY5q9V/XZPexgwyd1M\nEklpRzvRzV4nYmb2Jcyja/KMIuf1eDomVLsGwH/Xf0DXQ2Pttm2x7VkKLlXS2a99IePMRut+Ox14\nQr3uSLclTp9tu7lSdmTSLDXhXmTSZKK7nQDgpW3Pi86q5XMvT4g+40MD8S3SAVie1s3F2BYhpLTL\nZn8fsQgQu6u0wse633Z7ntYt6koaMqbGMd4cG3seGn/+jMwNF8uso36SudR8iRQzknJDZNJk8s0F\nFPcMeR+Arsmz3PJ02Dv+Y8P2gIhxsZXB1lm/X4xYoG5vtvcM9vo6NlYksvvD5a4A3M7UX79oWO+D\n9FwrRF2N8JvMTo8HIL9qPrkF4s+E8Zb4/zuPJ6liUJtzRo8AdD4OU5yOtXpNNBafWR+XNLTP4Ciw\ntTzhbPnVWxTn8qOSVkDiW6SYkZQrQhvfAOD96z0Bz2JQHE3MdVtcV7Pohra+4lK/jdtcAuBcRoMi\n9rfrlG2zr+dj03jvhthNs9ycn0XPszVtcxGAozcbYMgR8UBdG/zKlp2ittILsdvUpSNtQrxCe2d4\nLADdFz4lf5nJFlp7nAmx0uBp8ha+fk5b414uvWRymUkiKf1sb78UACOFgby2JhR3J9AhvUXW2g3b\nO6p9XjwWouYgsdXv9jHvEpkk4kbeGrqM/9owBgCDDfvTD4apAiQyaTJVw0SOl1N3Q9hhju3RIwiC\nGt8FoH3t8wCs/rELrw3cBIh8MdMGbgTgg82D1R1IiseopAgUW8cRSyerFbZLwyRly0Z7z6782951\ntvrxhj3+wN/3teUlc+W70LOsWV5EaElB1maSlEscubcVwtaK3TTZwxaq7ez9EdtpjjfpuWyWzfsV\nBInfs2d67WTJ1l4AahbdtF1tadnhFwBOHG6qBsFePl7PtvF1cwAIDM5Xi8blXq/Ekz1E7pekrT0A\ny3iguD77+S23CgA79rQuUiFbG3g8c9Ba3ts0DLBcUiougeJpv9rrSjP2ns0Z7lxjfb0vJmZre4rr\nO/K1HY7Gzt+1mWpUaWjq3uolv9xr08H/lrWZJBJfYesPl61JE+CT2K8A6JM+Sr3W/gRqW8QoVA4V\nmYiXbO2l5oz54WAbQCS/O5Ylssa26XCWY4ebAWIH0t0z1Yt2dk0sX+VWz6Nzi7MAHLoQQd0gy3w4\nqfdC1eN5oQes7J1pMR6RSa9Z7PB6acD36vG+hHnmNs4DpYvbM2MrNqIsCBmwfA57S1WOntXeOWci\nydsCsaTFC/n63mXl56+kIz0zknKJPc+MrT/a8280B8SSi70JVBEoSj4Ye1QNu8XtX4VAqd1cbNm8\nebqWRZsBPUUSus27H8XgIMFVzcgb6rUbR7/L4OWzLGx3RUj8e+QHPLFiGgBtOp5RiyXOGfYtb659\n2u1+XRUoBxNEYHan5DfYkyC8R9HJM6VnpgThqRiR30shfvfMVG5o6t7ST56Zw9IzI5H4HHtr5spx\n+OqXyIr7DIDptc6I/9uZNF8duIkPdvUHIMDJfW/frEzjFlcAuPBzfUAE9aYfDAPg7aFLeWu92Ob9\nRL9dfLdHbNkx3i+arO/m6VoM6nUYgMHLZ7k14au5XlLfgODCFxslr8uba5/2WKDoFT4ZYz+kzVLx\nUiOWyGZ6pV93l1cktvFkXKWQkfgKKWYk5R5bk3GWnT/UtrwIHZe/QYDOFOHGG0Gcuy9iYQaZPTCp\nOx/lb49/B8Cf1j3JnGHfAkJIdDR7fA5lNhHX3wyy6G/DPrEVfOrATS5N+MqS0rTsBNHv7UCL8+P6\n7QIgu1FdPy4dTdUce2+XlLXtEu9g74VAixSSJQ+ZNE8iKYO4EnuhfA7KpCm8CLZ2HTmiWgMRP5O6\n81FAeHb+tO5JAP48ZIW6rBPfdx8pO0TOmOBQsfsov2KemoAPwJgr7v7x5kFqVl7FxrmaMgCvDEgl\nfPOL4pq6OTxZVWxRn21eTrInCAz1H5TIoF7t9bEZI3R7ZrR9SXyDI+Eox17iK6SYkZRr9LzVW7cH\nz/4oK0G91cJFzMzHmwcR21Nk0f3rhpHqzqaUIx0x1MgFoGKFhwDculsF29Wh4ND+CEDUmwJ4L7uw\niOb4Gkf4540B6jPoFR3hyyaXqKBeW9cr46inX4n30Y6vjFkqBUjPjERSdnBlAtViazJ1lztZNQEI\nbvI7qcdEwruAkBwu/y6qUxtuB9KqvRA2x9KbAlCl8R0eVBBZjE2XK9rst3JFIYAu/Fxf8zz2Mx1b\nP4/2OLrrKaaGpprbOs/O60/hE9paxB792C7F5pJH2BoR6JgthYzP0bPkJJH4EilmJOUSV+IttNf4\n4g91Xl4A5Al/S9NGVzl7VGzTfrRTNkeONgcgsJ4o5hgclMfvV0W+GHvBxsoOpx7Rxz0WHeEpL7Nv\nX5Sutv72zIRvmig+O2a7rbbCuVxy8g9yPEs6JumZkUjKEp56Y7w5EeZfrETlpiJHTPapUOpE/QZA\nxoUGakzMxLY7AfgstT//OWQFIJakHLFrTyu1BIG7oqN1h194qdE2u23nDPuWiKXi2Fj/AXEnh1jY\n8NzZvuRXFtHR4atfYoE5m7A3hE+f6GMADKp91G2RJJFIygZSzEjKJXq8Mc4mxWdjxSSv1C7yhJwH\nFQAwVsulUpCIj7lxqbZFrhVre7eMnkvs8kSH/eopQWDr2bTHiYfHAyJLsPjsNZ6PTQPg//00AoP5\nRe9UzCKb/WZrjhdfETWxYnocdckGawGSPvYftFv6OgA/1oy0qLztikhSkMJGUi4wUWY9MzJpnqTc\no0xq3Q8nsLtDMuDapOgNCmoKARPV9DKZPzW2eT9bdi0c8SkAL26eZDMXjRZ3l4PCN4jlHONt8e4z\nrt8uvjsicmEZbwS51e+zsdvYdV3k1jl1pEmR8yfHfUILc4xOQsxuktO6A4UJBVN3PmohJgsqCu/P\nvuHvWwg/W3Yp1cWDDEXf5aSokfgTvyfNqxRq6hH5ol/utfHoX2XSPInEn7TY9iwAJ/t+5ZL3Qike\nuWtPK49tqF5LJKnL/KkxS+I/NN9jqm5xMKBnulrp2h7uemYOm/PptN8gMgR/d6QLxhsi382+hHnY\nK3PgrF+lYKYiUCKTJjN/+CIAWiRNUXdlpd9qqD7DnbxgAApq5LHoB+ERGxOzV60UPvjwC8T12W/3\nedt3zlJFTPjKl8mK/9RijGQcjaTMozMnVmlDihlJuUeJR3ElrmRi/x/4dLeYTJ1l/dXD7d9EUO+Q\nXod5auXUIvezZ5dSN6nbtleZO2wxAIlrx9u8x6IRn5ivm+JivIrwmi6MEwU3J6+epFYH75rseXK7\nXwgF4JO4z5myWniBekQf5/hvIYAovpk8cj4ACSumA/Cnwav463ZRDHN5WjfeGroMgLfXj6F52HWL\n534qO1Y9XhaxWb2vNjHi7pw8ALoHBxZ5BgV7y5ASiaT4kWJGUu75LFWUInjmse1OvRcT+/8grtnb\nF2Ow2CIdWCOHvAuVPbLBeEv8Km7a0UGtaB2ZpKcmkfCKHE6YT4fk6UXs1fLcKttbq5W2euNVtFW1\nd455F6XIpqv9mmqLLeSf9/4SgEmrXrY4H9xEJBd8ZUCqKmK0558yZyn+/nwL3l4/BoAl8R+qYjDV\nXKphwPJEuzYoAq9XxaJ/CvXE2kgkkpKBFDMSiZlvfujNn807hWxN4vOGf82MNRMAkQ8mqIJ4m8/N\n8d6vUVT7Xxme4k5Noum6d+l4YyeRUg6h5zL38tf0iD5OtxrZgBAxjtp+fLE/y82emcik6UXOt+l4\nhvCuYgfYUyunqst0A8zB0Y6fx36ckb2xlkhKM7KcgURSDlC2O28cXehxSBkpYkZGrXiDui3EEsb1\nm1XJPVfF6/c/8XNjvnZ7Oaio6LCHJ54Z7b3Sx/6DyKTXHdqgPV5gXqr6+9khzN8zVJcN4atesumZ\nsRW/VLfFddUzY0+YKsdbHxj47FIMAN8032pzbHwV8C2RSLyLFDMSiYZmbS8Aogq14n0YtULEjDRt\nc5EzF+oCqAGw3sb40ODxcpAWZ8LGXZFUePy6buGTMfZDWm98RTzn7aKxKfbu2yf6GL1rntLVdu6w\nxSSeFDFD72aI8g3N2l5Qz68cVRiwbGt8To+zXUXd1vhKcSMplUjPjERS9snObACINP6z140DoJY5\nid0vGaEOFiW8R5uOZwDPl4P0eBM89cy4JnymquPnilCLSJ7MjoLWbtv75CNbmHN0BACvnXyKgmoi\n1ilr6EKHNuiJk9G7tCeRSHyLFDMSiULdHGpUF2UD9qRHUKWZyMp741Rtv5qRYa5k/ebgVW55Zr6+\nI7xHSlCsIzwXKPqFT2DDe6T3+sJ8/jXdIskYksOpfl96zV5XEuxpRYw7YlEiKVGYgALpmZFISjXG\nBvfJfyg2UleqkgPA3d8qExIqqi5fPVubvCpih43xgZH7Z6sVj6FmUq8/4lL7f92uD1iWOXAkNLRo\nP/vPK21dtlUPUSFXbSaqs4c38/i4iyPPjLMxlUgknmEwGGYBc4F6JpPpmqO2UsxIyg35DwOoXkMk\np7udLSpWd+9ySi2k2KPbCXali2N/LCc548D+SLeWeLQUaDJk6Z1wl2ztZXGN95aZJhNxRJzPdNI2\nfPOLalySN71DvvI6SS+NpHRQegpNGgyGJsAg4Bc97aWYkZR5DCHCC1OhQh63LlYHoF2HMwDs2xdF\n4uA1AMzdOJzm5qy0v2SE+t9QG3gy2QJqSQB32ZPwHpFJjssDuDPh22sbkWxeWipw7FXyt0DR069E\nIvEq84A/ACv1NJZiRlLmMRiFdyL3QSBVQswp8tObAZAQs5e5G4cDMH/4Iqavea54jHRCcU220cl6\nEve5JyT6HhXLYVXDbgHQ9dBYDGZHUkkRKM76bbfnaQBMBsgcK4WNpBTgP89MXYPBsF/z709NJtOn\ndltrMBgM8cB5k8l0xGAw6LqZFDOSMk/BpUrq8f1rwUDhMtKyH7vxP+Yt2NPXPKeWBJi5YTzGfL+a\nWQRvTuLuMm/41zZtKKguEgZ+fz+ANwev0mWDPwTKsbEfEZn0mtf7tWVv+PKXCar3AABDnRzC1k4C\nvFPeQiIpA1xzVGjSYDCkAg1snPr/gD8jlph0I8WMpFxjKEDdgr1l9FxizVljY7r/zI+7XQvA9Tbe\nEAeeMmPNBLW/l8/1VD/PGvJ5ERs/ibhZbB6UjLEi62/rpVMtkuV52q8je7M01ycOXsP/bRru0thK\nJMVCCYmZMZlMA2x9bjAY2gFhgOKVaQwcNBgM3Uwm0yV7/UkxIyn3xPZMF/9fnqgWbuyaPENd/vg9\nu4bfbPGV98ITrPtwKA4yJ1tc4z/PjMj6O6DnT/zPRrF8NVBTjdsfgqpF+18BOHWkie6xlUgklphM\npnQgRPm3wWA4A3SRu5kkEids2dkOECUMuiaLEgaDeh1m044Ofrm/tehQJkjtcUkIUHVHdERtfd4v\nQmL+8EUATN06HkNFEXiz60JzADp2yfTrUpdEUmKReWYkkrJJQbV84jscAkQJgznDvgXgzbVP+80z\no50obZ2DkjHZuis6Oh14QndbT5/NUMHEq32/B+CfqcKLbax7xW5WZV/E+FzJ/52QgKoW/UokEvcw\nmUzN9bSTYkZSrqlW5y6rfxQxam06nuHNtWJ3Sv1WV7l4SeSiKa6cM76abG31+2HcF0xd/YJDezwV\nHUOrPs7MQWt98mx1okQB0PFhe5m/qWgBy0G9DgNQPfq4zwWVI8+at5EeIYlrmMBU4LxZKUSKGUmp\nwdhAlBowFRgxXQn2Sp+/36lIxSa/A4VlBAAuH69HoHK/+mJbk+lyRa/c0xnuLB15QxykjZkLQMyy\nRAt7vCk6dnQTSQtje6Z7TUhMG7iRrPv1AJi/aajDth27ZKrCxldi0bo/7f+159zB2l5795VIyhtS\nzEhKBQGh93n4QPy4VqySS24984mrhaImsKGYKPMuVFY/M4TkYAwQbyL5eUYCAguPAYKC8sl5YLsC\ntrKl21D/gfcexAnWk5MrS0eei4PEIv3OGfatT7wXMT2OEtPjqK629oTEknixg+n9iwPZs7elw7ba\n48ZtxIaI1h3Oqm3fGrpMPV+hschFNPDYcAoqmHQ/mxZbbV1Br0jSc50UOJLygMFUArZpBTdtYmqU\n+EZxmyEpgQSECu9IXk4AlarmAHDvdiWCzccPcwIJDMpXjwEM1ytYXJ+XKzJ/BFXMU48VgeNNL48n\n6J3stJNUqx0TyDtfKNzad84C4MiBcLVPbyxJpY/9BwDtlr5u0253+53Y/wcAfrrdGBDZmPWKpNTR\nc/nP82Ir9K49rXQLqoyxH9Jmqdj51K5TNkcymgPQstU5QOxE0u5osyUIXBF19nAkMByJJFewvoe1\n+JVip/jJnp54wFEuFm9TI7i+qWfo036514az7/v12aSYkZRolFIEAYH55N4XHpSKVXLJuSeOK1R+\nSK75OKiiSOSWd6GyuiRVkGckMFiInfyHASVCuDhCTxyGQsTSyRhs/Poqwa4Zh5pzMOF9ADolv+GW\nB2VPwntEJ4tyBopH41yGZZ4rd+NKlOM1o94DYNS+yTw8V8Vh2wVxCwFY9lsXdbeZq4JqcfxHAIxf\n+Zoaw/PepmFObZx4bAIgliD1Ppser4o3hIse7Iks6cUpPqSY8R5SzEhKDaqXJjeAipVFdet7NypR\nN1TsOrp+VdRdMt4sXD0NbHSPvBxzTtZrJVvIAIzrt4u/htjOjwKu7VAKbHSPiHoiNcOJw01JGSmE\nzagVbxDxqPBEVA0S46h4cxReGiB2BH2W2p/Q1lcAuHgsBEe46plx9Gx1oq7Ttu5FANJ2tSXYHNf0\nP4+KhHiJa8e71e/JcZ+o9aq05StSR4t4oQHLE+32peQjqhkkfg6Xp3VzyQYFR6LCuq2/cPa9SXyD\n38VMhfqmng2e8su9Nvw636/PJmNmJKWG/IsihiWo4T3u3RDHLcIvkvmTWKYIa3sBgLM3G6rX5NwM\npno9EQNxtxSImb+G/GQxsYStEynyvxqhfwlDIe98ZU6cb6r2FZn0huZY3GP9qHcBGHTiDQJ+L0zE\n/8/d/QCoEXZLl4ixts0bAbUfdvgGgHa0JaPHNx71e2ys8Ma0SHpNzRA8fc1zTB+0HhAiBiBtzFyb\nsUPa4wHmZHyBDe8RvulFwDIbsLNns+e5KQ4RY31vV8ZXe61egS2R+ArpmZGUSqo0vw3A3TPVecdc\nW0kpS/DKgFQ1x8gzj23nmx96q9fcPVO9GKzVT0Gth8S1ER6A47dDVKG2xew5aBpYzelyhRa9ngN3\n+STuc6asnqjey1ueGU9icaz7/WLEAl5YJY5bdzhLxlEh8BpFXeXCCSHUHu2QDUD6wTCLnye99qaO\nnkvzwGq6n80WxemZscaTeCDrfiT2KRbPTP0n/XKvDef+IT0zEokzFFHSvnOWKmKU+jxtlk5VJ//Y\n5Yk8G7sNgC939Cm2nDF6Md4IIu18BCCS9RVOIoXeAlsTS+ud44v05ao4cIcpqycS3e1EEXt8LVD0\n9Kt4UCYfHE9BkHhpa1T5FsfyRBXe5tV/42KBEDM3coSnr6DWQ/6cOhaA52O3uWBv4fKUK89WUrHn\nMXJVyMilKom/kGJGUqo5dDicBXGi6KGyS2Vfwjy6JovJ/+2hS3lrvZicakbc5HZmzeIx1AWUjMMx\nPY46nBRBbB8GONZzsUfiILrbCXV7s6so180eklJsnhklR05kUqIa/B1ZWcT6pJ57lI3m5bShKbPU\ngOPhKTNZOOJTACatehmAl/r/wMItjwHw1Za+bB/zrrnfWS7Z60pbBX+IHX94f+SSUwmnBKzG+AK5\nzCQpM8wekgLAOxtGEd93HwAp+zpjrPoQgOrV75cKMaNFyaXy1EpZ/O05AAAgAElEQVQh1Kwnwojv\nRdZew/UKbomDecO/BkR1bG/gK89M5y6nATiwPxKwrJ0V2voKIZVFgPCRA+HsSRBiRdmFpccG7a6v\np/rtAGDD+dbcOFXbLXuVuJwXq1922rake2lcwZ43RnpobFMsy0whT/jlXhvOfyCXmSQSV6jY9A4A\nf9knttcWVC4gyCC2YxvvG9n5uBAEPZfNUnfxKLEoJR2tiIGik4XB3M7VyVZBETFBje+Sl2v+c2Aw\nuZXtOCD0PuHLRN9fj/jEfK8pHntmqoXfpEB9UkGdoLvq8X9FrmLy6kma6wpFjLP7Fh6Ll6mdY96l\n5zJRbLQg2ESWh56kv5lTC7gi6lyhpIkhe88jRUxJwVRmPTNSzEhKPQ9+EYGXynSXXWSymKU59s8f\n1YSY3SSndfe4n5qRN4DCyaBr11O03V2YJ8IdcWCLvNxADEZzIkGTQc3v40pensZ1bnDWvONs5jER\nx/RJ3Ocee2ba7HqGQ/sjdLX1fPlqFq8MSAVg141wtz1JK0eJxHtPHJjklr1atJ9HH0oAILzmb7qe\nx9E4uIMze+09m/TMSHyNFDOSMoMygUQmzdA9cfiK/61/hGQ8FzM3T9cSB/WEuLj9MFgVb66KA21m\nW2tMV4JR3tcMITkEVhAJCHNqGqlQRSzTabMNa6nUTHjGzh5tyNtDlwKocUpTTk30WHRQL0cN7o5M\nsr3c5q7osLbBuuCm+yJJjHH9VlcBKGhspNWOCR7ba52N+fdm61RbBx4b7lRIuLu85algknE0JQQT\nUFA2C03KmBlJmUPPRDc6Zi8gEp95E22K/j61TgKF2WU9QVt3SpvB1lueGWsKqgsxE9b0CtmnQgEw\n5hgcXULDRy5z4ef6ANSKEp6D/2udrAbXujuJt939tIWAc9TWlXHQZjd+deAmAD5KHYTJXI8pK/5T\nr4mk+q2uqpmDpw9ar1b2rtD4Lj/3XKzLXj02KPFCfzg/iLRdbS3aOrqHXmyJID3jYH1/icDvMTNB\nIaaedcf65V4bLn0sY2YkEndwZ5LxNt+eFr+7M1p/z18PDPVavxEh5ky+F5oy6dCzACyO/4jIpNcA\nfROdKwKucePrgPC2vGpedvlki8jdY7DzYret7QoifxY2hFQRAbmTVr3ssegIbvI7J8cVxuA4auvK\nOHT7YSoFlcXDHLndRDybCTLjP/XIXu1xXJ/9AKza0YUR5uP5m4Yyd5gQMIlrx3skkoreVxP0bBYz\nSpB4Zv8vXPLSuONtie+7T3phSjolwIHhC6RnRlLm0DPJKJlfl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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(10,10))\n", "pmesh=ax.pcolormesh(f.variables['mytracer'][-2,7,:,:],vmin=-5,vmax=5)\n", "fig.colorbar(pmesh)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Ra3t6OUnMcnhqv1k7fd5Cc7o9/S0vJ+qeDk95x3LPbHFnLhXav3LIKfaMlFNf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\nHmYAAEBJK+uvmQAAwHZseX7PxMgMAAA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NaIXOb29b78Qfv97Kyynks53rHPmep8uE65yY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\nAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(10,10))\n", "pmesh=ax.pcolormesh(f.variables['mytracer'][-1,7,100:200,100:200],vmin=-5,vmax=5)\n", "fig.colorbar(pmesh)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": true }, "outputs": [], "source": [ "f2 = nc.Dataset('/ocean/vdo/MEOPAR/completed-runs/SalishSeaLake/test25/SalishSea_1ts_20160601_20160601_grid_T.nc')" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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OOkd2mlycSyWdJen7kv7QzD6wdYy7u22TwWpmV0i6QpI2Tn5d8rP2eO6q/Io04Xbcvmlw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\nYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(10,10))\n", "pmesh=ax.pcolormesh(f2.variables['vosaline'][-2,7,100:200,100:200],vmin=26,vmax=30)\n", "fig.colorbar(pmesh)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.0" } }, "nbformat": 4, "nbformat_minor": 2 }