{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Distribution of insolation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here are some examples calculating daily average insolation at different locations and times.\n", "\n", "These all use a function called `daily_insolation` in the module `insolation.py` to do the calculation. The code calculates daily average insolation anywhere on Earth at any time of year for a given set of orbital parameters.\n", "\n", "To look at past orbital variations and their effects on insolation, we use the module `orbital.py` which accesses tables of values for the past 5 million years. We can easily lookup parameters for any point in the past and pass these to `daily_insolation`. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "%matplotlib inline\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import netCDF4 as nc\n", "from climlab import constants as const\n", "from climlab.solar.insolation import daily_insolation\n", "from climlab.solar.orbital import OrbitalTable" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Present-day orbital parameters" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Calculate an array of insolation over the year and all latitudes (for present-day orbital parameters)." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "lat = np.linspace( -90., 90., 500. )\n", "days = np.linspace(0, const.days_per_year, 365. )\n", "Q = daily_insolation( lat, days )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And make a contour plot of Q as function of latitude and time of year." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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DJkMSvkAV9Z51pMcPIy/p2hbr80BQ71lPom3/J/992vVVkmJvE1tdv5M4oy2i\nE0BjnD4PdpM2IaPB58WmQfPm8anCWwTBzOsPhHVGAMWpKNzSqslkJL9dGqtXb4s4LiEENz12Ftu2\nlPHcvdNJy0qk98DOEetFwmgyMvzG0zjhwkG8N/5jPnrhcxKWllN5cluqh+Qgzbolk4429DtFp/WR\nEscvu7BvqOHiB87mm61TW1xw++mLlbww7kP6Du7GzY+frclm7ou5KxACBg3uFrLMHnu2MMJbcDnH\nG0FbVlJVzTu/L+XheQt4csEPvPzjL3y8fDXFlXsFojhVm+byRV4KTTAr9kqNbeki1jHaqYtReEsw\npVLn2z8j7qZIGaC09iM2VzxKvOUwchwXkOO4iPYpd9E7+wO217xFQEbvYHGw4PVX4fZvJ97SvUXb\nlVJS56vAYUqLXLgZ6n1OEjTmNN1bx6MpDRtAg8+350UkHB71JSWSc4PPF8AcSXiLsGwKcMyxXVm+\ntIidpZE1yGaLiYdevYI27dJ55NqpbFixNWIdrThSErh+4uW8tWYyDV2SSPt8K3n/WUb8kjLdHk5H\nE7rwptOqWLbXk/PKWjI+3oInO47z7h6BMcISSbT8/t1aJtz2Lt2OyOeB/16GKUQC+cbU1DQwe9Zi\njh3cjczM0MFTTSYtmjd12dQXWnj7dmMBd8yeR1FlFYM6tuOUrp05KrcNP28pZvxX37FpdzmwV3hz\nahDeghNpnU+7A4LDHE+dL7bo7w5TGnW+yj2R/VsCIQzsqp9F1/RnyHach8PahzhzPhZjOgZhJc7c\nEbdvR4v191dT614OgMPSu0XbbfDX4Jc+EmIU3mq89ThM2u2tAjJAvc9NgkbhzenzYA+TaD6Iy+fD\najJGfNny+H17fmeh8PkDe36voTjjzCMRQjDjg18ijg3AkWznibevJTHZzv2Xv87mNZG1dtGQ2yWH\nRSte5+mvHyIQZyL7nU20eWEN1uKWcwzS+XuiC286rYKx1kv69AJyn1mJtcTJTZNHs6DoTeyOuMiV\no+CP79fx+PVv065LNo/+7ypsdm2Ty4cf/EqD082ll4dfXg0u1YTTvAUnFU8YzdvsVWu5uG8fHjz1\nBE7t1pkhnTtweveuPDdyGHazmWXbFQHFajRiEIJ6rwbNmzqR1vq027A5TPHUeOs0ZZ9oSqI5A5DU\necujrhsOf6CeBm8BgYCbOs9adtfPpbDiaf7YdhLJtmOIM8ceMuZAU+NeDBhxWFtWeKv2KrHjlGsS\nPbW+OhJmNH1GAAAgAElEQVTN2p0d6nxuJOAwa7ORc3q9mpZYXT7fHsedUEgp8foCEe3i/P7IdnFZ\nWUmcPqw3n3+6lJISbVrk9Owknnz3euLsVsZd+lqLC3AAR57Yi2+L3uT2167DvNtF7nOryHxvE8aq\nQ1frrNO66MKbTssSkCR/s5388ctI/HU3Z485g1nFrzPylqGYzC1rYvnLgtU8et1U8jpn8p93rsWR\npH0Z6LwLBzD2gRF07JQZtlxQaAtrCK0uD3nCaN6S42xsrazG6fFS53ZT1eBid109G3eX4QsESLUr\nQq0QgniTWZMTgslgxG60UOPRLrwlmR14pY+GGJwWEs3KuQoKDi1Fx9QHKHPOZ/H2oZRUT6HGvQSz\nMYXuGS+Rn3xji/b1V1Pt+gWHpSdGQ8t6FVZ7dwKQZA7tbBOOKk8tSWbtYUaC91iSWdvLV53XQ4JZ\ng/Dm9UV0bPAFAgSk3PM7C4XW95HLrxyMxWLixUnzNb/E5OSnMWHa9VhtFu676FXWLy/W1lkUGI1G\nhl1zMp+VvMH594wgYUk5+f9ZRsoXJQhP9CntdP7e6A4LOpoQLj/SaojsZy/AvraKhs6JTP/oYfK6\ntWxsqyAL5y7nqdveo2P3Njzx9rU4kqOz33E44jjx5B4RyxWUKFqmNmHScwU1Am5v6AfszccO5MkF\nP3DuW+9zWFYGVpOReo+XgrIKzunTgyGdO+4pm2CxUufR9sadZImj2tugqSwowhtAlbcGuyk6LWiy\nJVutW0o+vaKqG3ZMtr7EW7piEBZ1iVRgNqZiMjjCZq042PEFaqlxLycv6ZoWb7vKowT+TbZEL7xJ\nKan21pBs1p5rtUa9xxIt2jRvdR43CZbIwpvT642oefOovytLBHOIjNQEtu+KbMuWmpbA6GuG8NLk\nL/li7gqGntEnYh2ANu3SeWb6jdx38auMvfQ1Hpkymt4DOmmqGw3xiXaunnAJZ1x3Cmed/RCpX5SQ\n+Msuyv+dT91RaRAhWLHOPwNdeNOJSPKXJST+uhtn92Rc7RKoOzrMUo0QfL30v5qXL2Phi+m/8sK4\njzi8b3sefWM08YktuxTbmF+WbyEzNYHcrNDR/q3moOYttC1YekI8E0cMparBxcbdZbh9fhw2K33a\n7Ovp6rBYqfVqs2NLssRR7dEuvKVYlOOo9NTQJi66iT/JnInAQKVne1T1tBCM6RZnbv+n7Yeq4AZQ\n1bAI8JMcF9nzOVoqPduJMyZiM0YfpLfO58QrfaRYtIcZqfQoTi7JlsgvSQEpqfN6cFgiPwOcHi92\nS3jhzeVVfle2CJr7Xl3a8PFXy6hv8BAfIb7j8JF9+eH7dbzy0lf0OSKfNhrzmGblpvLM9JsYd9lr\nPHjFFMa+eCkDNbwExkJOhyx+XvIaKxeu5cZLniLr3U0kLSylbGQ73B3+HjEQdWJHXzbVCYttYzVx\nm2ooub0n9b1TSZm/DcuO5r0VC8bcScGYO1tNcJNS8sHLC5g89kP6Du7K+LevCSu4xWLX1ZiqGic/\nLyvkhAFdwwoRQeEtOMmEGosvECA5zsbR+bkc27HdHsGt6TgdZgs1Hm3CW4rFTpVHu/doqjphV3ii\nD/lhFCaSLdlUeFre5qe46r+4fEq7AekhIL37pMw61Ch3LsBkSCTR2vJhQio820i1xKbVDl771BiE\ntxQNwlud16Pax2kR3iI7NrjV35U1gvB2/NGd8Xj9fP/7xoj9GgyCe8eeicFgYPyjn+DxaHfCSc9O\n4pkPbqJ9txwev+Ft5s/4TXPdWOh1XHe+L3yTu6fehKnSTe7k1WS+vRFTRfSZUnT+PujCm07zBAUK\nIQjYTQTiTTR0TaKubxqJC0sx1O01qA8Kba2J3x/glUdn8fbEeQwZfiQPvXZlxOwJYk92hNiEuNnf\nrMTr8zP8hPBLhEGNgDuM8PbJyjXMW7sBUIKJSin3jKupYJhotVHj1i68VXi0e4+mqpq38hiEN4A0\nSy7l7pYLmRAk0XoUAmVZzCAsGIQZIQwEpAe/mk91f4Xxv5KAdFPR8DWpcSe1SpDhMncx6da8mOoG\nr32aRZu2CaDCrdxjqdbItns1btU+zhp5idXp9RJvDf87dqnOO5GEt97d2pKfk8LHXy7TdK9kZSdx\nz7h/s2F9KS9N/jKq+yspNZ4J713PEcd0ZtJ9M5j24leten8aDAZOvXwIc0v+x8UPnE38qgrynlxG\n6udbEW7dHu6fyEEnvAkhbhdCrBZCrBJCvC+EsAkhUoUQXwkhNqrf2p86OtppnHxdFSgMHj++RAum\nSsUGq+qEHMzlbqxblYf55lvuaPVhuV1enrzl//j0nZ8466rB3P3chZhD5aECPp29hMnPfcH0aT+z\nZlWJkr80yger0+Vh+rzFDOjdjo556WHLBm3ewjksDOrQjv75SiYJo8GAECKkNi/JYqVaoxNCqjV+\nz8SqhXhTHHajjTJ3bPHa0q3tKHdva9FwIQBJtv5YTdl4/OXsrPuEtbvG8EfJKSzfcT5bq1+hsmHh\nIbWEWuH8Hl+ghoz4f7d42/W+Spz+atKt7WOqH7z26Vbtj9Fydz0mYSBRg7dp5R7hLbLmrc7tIT6C\nbZxL1YpFso0TQnD+0KNYs7mUxau1vWAcM6grF158DHM/W8acWUs01QkSF2/lkSmjOemsvvzf8/OZ\nPPZDfGHsXluCuIQ4rnjsAt7f+DL1vVJJ+Wob+U8sw/Hrrj8/v3X+9hxUwpsQoi0wBugnpewJGIEL\ngPuABVLKLsAC9X+dFiT102LSZ27BvrryT9sbOjowV7ixlNQjvAGkzYSzezIjimwUjLmz1SfU6op6\nxl7yKovmKymvrrl/OIYwgTi//nIVc2Yt5ogj22E0GXn80Vn8tHB91ALc+58vprKmgavPOSZi2ap6\nxebMYQs9WWU5EshyJOD0eCmvd7Kjppbiyiq2VdfsYyuXbI2j2q1NeEu3JlDv89AQRYqsDGsau9yx\nhfvIsLUngK/FtW9CGPD6KyiseIqy+rnEW7rRNeMZDs98Fbu5G5vLHyMgD51lop11H2M2ZpASN6jl\n23YVApBpax9bfXc5JmHcY/+ohTJXHWnWeAwaMjJUu5XfQ4o1si1qrTuyY0NQ49agIXzOGcf3JDM1\ngVen/6j5937FVYMZ8K/OvPzilyz+vVBTnSBmi4k7n7mAC28+mfkzfuPhq/9HfY12G9RYyczP4Jc/\nXmXyoifwpVjJfL+A3OdWYdtc0+p96xwcHFTCm4oJiBNCmAA7sB0YAbyt7n8bGHmAxva3JG12EeYy\nFw2dE0n+bgeJP5TuUcVLm4n6XinEr6zAssNJwZg7+ebVB7EnxtFQH1uOTK2UFOzitrNeYPPqbYx7\n6VJGXTU4Yp36ejcnntyD40/ozjnn9ef2O4fyzITP9whwWthVXsu7n/7GCf270LNL5PRD67btBqBz\nTviAqQsLtnDLzE85e+o0zpk6jSve/5ixn33Jh8tXU9Ww91ym2GzUeNz4wuRTDZJuVQzWy9zag3pm\n2tLYHaPmLcuqeMXudBXEVD8cBRVPYDd3pEfWFPKTbyLRegQWYwaZCf/GaEigzrO2xftsDdy+Uioa\nviMrfhTKY6xl2eXaDECmtWOEks2z01VGujU1qtRYu921pNu0GclXupR7OcUWWXirc3tw2MILb21S\nEzEIQeHOyPes1WLimnMHsXrTDr5ctE7TeI1GA+MeHEG7duk8+vBMCjZHFwpHCMFld5zObRPOY/nP\nm7jj3JfYqTGG3P5y+MCu/FDwJmPfHYOhzkvbF9eQNXUDprLWfTbrHHgOKuFNSrkNeBYoBnYA1VLK\nL4EsKWUwzHopEFtwI519EJ4A1i11lJ3Vnvoj0qg8uS3mchcJy/ZqZmoHZHLzGSdycYmDT1/9kgmX\nTCa9bRpx8dqTWkfLskUbuf2sF3HVu5kw7QaOHaotyGliUhwlxXsfnP0HduL+h0cy9X8/sHnTTk1t\nPP/OtwQCcPPFx2sqv2h9EW1TE8lJCR164av1m5jy8x/cdOxAvrv5an669Tq+ufEqnh5+Osu372DK\nL7/vKZusaiwqXZHf4DPilAl1l6tW01gBsqzp7HSVxWSjk2bNxSSslLo2RV03El5/BXZL1z9tE8JA\nae10HNZeWIzhY/IdLOyofQ8IkO24oFXaL3VtIsmcid2kPdRHY3a6dpNtiy64725XHRk2bZ6tFW7F\nRjE1gvDm8fnw+P04ItjGxVnMdGubwW8btWl7hw3uQfeOWbz47vfUanzBjI+38sRT5xMXZ2bcvdPZ\nuTNyyJGmnHZef554+1oqdtZw66jJrP4jOi1erAghOPGi4/ii5E0uf/R87GuryH9yOalzihCuljVv\n0Dl4OKiEN9WWbQTQAWgDxAshLmlcRiozTrOzjhDiWiHEH0KIP/x1saUA+qchLQa8WTYcvyvaI1cH\nB+68eKxFdZgqlWWqgjF3cu5dwznzhtPYtKSAfqcewfUTL2+1Mc19/xceuGIKadmJPD/zFrofqT3C\n/rHHdaOkpIKJT3++Z9vR/TtyzKAulJdF1k5999tGvvttI1edPTBsbLcgNU4Xi9YVcULP8PGealxu\nshMTOCr3z5q8bEcCR7bNoaxur8domk3x6Kt0RxbesmzRC2/ZtgzcAQ+V3ugnKIMwkmXrSGlDZI++\naEm1n8CO2mmUVE+hsOJplm0/m1+KB1LmnE9WwrnYTLElYf8r8QXq2FE7jTT7qcSZ81uljx0NG8mx\ndY1csBmklJS6dpMTpfC2s6GGLJs2YbG8wYlg70tIKKpdyvMlMYy5QZDBh3dg+ZYd7K6O/Bs2GAR3\njz6ZymonH8xdrGnMAJmZiTz59AU0NHgYe9cHVFVFP4f0+Vdnnp95C/EJcdx3yat89dHvkSu1EDa7\nlUsePIfpm//LqZcMJuWbHbQbvwzHop26PdzfkINKeANOBgqllLullF5gJnAMsFMIkQOgfjer15ZS\nvi6l7Cel7GdMaNmI5n9n6nukYN7lwlTpRloMeHLsSIuRT884n4Ixd7L+j80IAX2O78Gtr17LuXcN\nb5Vx+H1+Xnl0Fi/e/xFHDurKxA9vITtPe+5Gvz+A2Wzk2UkXs37dDp596nPcbsVOZtfOGgoLwi+H\nVFQ7efp/X9GtQyYXndFPU5+fL16H1+/n3/3CJx7PS05id109c1atZXt1DTtqaiksr2TumvUsLtnO\n0fl7wz6kximTXllD5BAgWXHKhFraoF0QaxOnaLC2N8SWKaFNXDdKXZta3Gkhx3ERnVIfwBeoQ+Kl\nbdLV9G07l55Zb+Kw9jokvE1La9/HF6gmL+naVmm/3ldFlbeUNnHdYqpf5a3B6XdFFeOvweeh2ttA\ndpx24S3ZGocpQpL4GlV4S9IgvA3rexgBKfn0D21L5907ZfP8fWdxxaiBmsoH6dgpk/H/OZfS0mrG\n3j2durrolx9zO2Yy6ZMx9OzXkefumc6U/3yKP4wzU0uT3jaNe6bezEu/TcCTGUfmjEJyn11J3Ibo\nX9Z0Dl4ONuGtGBgohLALxUDpJGAtMAcIqnouB2YfoPH9LXF1cOB3mHH8pmjf1j31EMcFkvE0eFj/\nx2Y2Li4g4FfCW4RzFtgfaqucPHjlG8x5+0dGjR7MI2+MJt4RfjnF6/XjbeTdZTQa8Pn8mM1G/vv6\nlVRW1jNp4hc8cN8Mtm2r5MyRoeNtSSl54rX51Dd4ePCGoZgi5FEEJeTHtIVL6ZmfzeF54SfD/u1y\nGXvS8fyweQuXvPch5771Pld9MJM5q9cxqtfhnNOn5x7hJCNOefEo1yC8OUw24k0WShu0GyoHJ+7t\nDdqWkZvSNu4wfNLT4nZvQpiIM7enfcrtdEy9n4z4oZiNqXvCqhzs3qa+QC1bq18n2XYsDqu2qP3R\nUuJcA0Bbe/iXhZD1G5TMDG2jEN52qC8GOXHa4sLtbnCSHhc5HpzTqzjZRPIiBeiQmUq/TrnMWLQC\nX5g8w43p37t9xGT2zb0Q9OqTzyOPn01hwS7uv28GDc7o84s6ku08PvVqzrxsEDPf+J6HrvoftVXa\n4zG2BN36dWLhxv/x4Iw7MLj8tPnvWrLfWI95d+s7VOi0PgdVhgUp5a9CiI+AJYAPWAq8DiQAM4QQ\nVwFFwHkHbpR/PwIJZup7pzJsSYAz0vtTtr0Ck9mExWamW79OdOvX8ilgGrNl/Q4eve4tykqruOPp\n8znlnKMj1vl09hKWLtlCVZWTiy45hq7dckhMjMNkMuL1KgLc+CfPpbiojPLyOrp3b0ucPbRh9Iwv\nlrJoaQF3XH4CnSKEBgny9fKNFO2u4pnLhmkq3zUznWdHDG12X2PhJDjx7W6IvGwjhCAnLontTu1x\n29IsydgMVrY27IhcuBly7UpE+RLnKtrExbZ8FwklQK8IG1LlYGNr1Sv4ApW0T7mr1foodq7EJCxk\n27rEVL/EqQhvuXH7ZvYIxXZVeGtj1+aduruhngx75JWPOJMitDk1eJECXHL8kdz25qfMX7aBM/oe\npqlOOLw+Py9P+4Eh/btwxGG5f9rXf2Anxj04gvGPzuKBsTN44qnzsdmii9dnMhu58ZFRdOzehpcf\nmsmYkZN5+LUraN8tZ7/HrhUhBIPP+Rdf/rsvMyd9zpRHPyBvwgqqj82i8rRcAvaDSgTQiYKDTfOG\nlPJhKeVhUsqeUspLpZRuKWW5lPIkKWUXKeXJUsq/xpXnH0LBmDtZO/FhLhx7Fou/XsHdJz7C0acd\nQbejO7d63z99sZI7znkJj8vL09Nu0CS4bVi/g08+/p3R1wzhtNN78+msJXzz9Wp27FAEGLOaA9Hj\n8dGufQZH9e0QVnBbvWkHL733Pcf17cQ5px2padw+f4BX5v9Cx6xUTu4T3UQqpSTQ6AN/DtSbbI3D\nJAyahDeAtvZktkUhvBmEgbZxWXsm8mhxmNNIsbShqH5lTPW1IIThkBHaABq8W9hWM5XM+FE4rD1b\nrZ/i+hW0jeuOyRBb4N9i53bsxrg9wZq1sK1eCR/UVqPwtstZT5Y9snNDbnISBiEoKNf2OB/SoxOd\nc9J47ctfNGvfwlHndJOXncKdT82keMe+Yxg8pDv3jhvOiuXFPDh2Bi6XNiGzKaefP4Cnpt1AwB+I\nSYvXElhsFi64bxQfFr7KsCtOJOmHUvKfWEbiwlLwH/zmCDr7ctAJbzqti7Hmzw+PxpkR+p3ah9tf\nu44pK59rNbu2IH5/gLeencf4G9+mXddsJs+6le5HtddUt7bWRUZGIrm5qZw2tDdnn9efzZt28tsv\nm/fYuH3/7Vq+mr8qop1URbWTcc/PISM1gQeuP12zwDDrt9UU7Kzg5mHHYIxyKVkIgaHRpykGIci0\nx7PTqS38RxtVeIvGJizf3oZiZ+w5StvZ+7DVuZKA1KO7SynZWP4ABmFtVa2b01fNLnch7eJjX5It\ndm4n394mKsF4q7MSs8FIpoZQIVJKdjfUkRkXWfNmM5vokpHG0hJtGmCDQXDz0GPYsquSWb+u0lQn\nHEkJcfj8ATLTHJiMzS+vnnRKD+4ZeybLlhbx4NgZNDTEJnwd3rc9byy4V5PzVeXuWr7/bFlM/UQi\nNTuFO6Zcz6uLn8aTYyfj4y3kPbOCuLWxZVzROXDowts/BNNuF1n/W0/ehOUY6r0hU1qZzCZMEdLQ\n7C81lfU8NPoNpv93wZ630vRs7XkWe/fJJynZzk8/bkBKSe8++ZxyWi9+XLiedWsVgaRX7zxOOOnw\nsJOUz+fngcmfUlXr4snbh5OYoC30SU2Dixfn/sSRHdpwUq/W0U5m2RPYWa9NeMuLT6XO56baq92W\npV18W6q8NVR5Ygvq2T6+D+6Ak+0N62OqrxVfoJZN5Y/i8cXmXPFXsKN2GtWuX+iQeh9WU+tFMSqs\nVzIAdEjQph1uSkAGKHZuo318dDlRt9ZXkmdP0RSgt9LdgNvvJzteW0y4f7XP54+t26j3aBOKTujZ\niSM7tOGleT9T2xB70Gafz8+r0xfy9c/rePbuUbTJTKKmzoXTte84TjmtF/eOG87yZcXcf+90nM7Y\n+g2XFaYxT475P1564GOev3cGrhiFxUh0PqIDC9e/wSMz70b4ArR5bR05r67FXPrX2uXpxI4uvP3N\nMTh9pM0uIn/Ccuzrq7l63Hmsvu32AzaejStLuGX4JFb8uplbnjiHW588F4s18kNtxfJiVq7Yyto1\n2zCbjfTomcuKZco2vy9A7z75HD/kML7+cjV+X4DUtATi40N7sUkpee7tb1m6toRx155Ktw7aJ90X\nP19Edb2L+846odWW9jLtCezSuGyaZ1fSHBXXabcmaB+v2PgU1seWKaF9wpEIDBTURZdSKFo8vl3s\nrJvBhrJ7D8pE9fWeDRRWPkmybRDZCee3al8FdUuIMyaSbYvthaHUVYbT76JDfHQ5UYvry8mLT9XW\nh/rCkRWvLSbcyV064fH7+XajtphoQgjuHTWEynonL89bpKlOkKBg5vJ4eeHd71m1cQdP3j6ctlnJ\nlJbV8MG8xTww+TMqa/YVYE4+tSdjHxjOqlUl3HvnB9TVtk4Q3LcnziMpNYEPlz1OUmo8Y4ZPYveO\nKgIaAnZHixCCQSP78+XWqVz7zGVYt9SR9/QK0j8uxFAf2xKxzl+HLrz9XfFLEn/aSf4Ty0j6bgen\nXzqEGYWvctG4s7DGRXbNb2mklHwx/VfuPPclZEDy7PSbGHahNjf+H75fx8SnPmfBV6v4v7d/5PVX\nvmHEqL4kJsXx08INfP2VsoRSV+fGaBQYjJEFqo/mL+WTr5dzyZlHc9qx2j33lm/ZzoxFy7ng2D50\nz9UWNNbp8TJn1VrcPu2hNexmMw0+bQ/QdglKOJWieu0przqqE3hBjMJbnNFBm7hubK77Lab6WrFb\nOtEx9QEqXQsprnqhVfuKFl+glrW7bsJocNAt/dlWtdELSD+b636nY0JfDCKyJ3RzFNQXA9AxXnv8\nuYAMUFxfQfsEbSF7grEJg7EKI9Evvy05iQ5mrliteUyH52Vx/qA+vP/jMlYWabPb9Hh9jHv+Uz7/\nfhWvz/iJou0VPH3XSNJTEti+q5p5P6zBYjJit5l58IXPm9XAnXBSDx565Cw2btjBXbe/F1McuHBU\n7Krh65l/kJOvnOvR957B2BcvJSMnudW8/AEsVjPn3nkmM4teY/i1p5L4407yxyvzBr6D74VJR0EX\n3v6GxK2vIvfZFWR8WIgnO45Xfn+Ku968kbQc7YmoWxJXg4fn7pnO5LEf0mtAR1789Ha69dE2gXi9\nfr6av5JrbziR2+4cytgHhrNkcSGTJs7j4ksH0bVbNn/8XsCdt77LD9+t4+JLB0WcRH9aUsCkd75j\ncL9O3HDBcZqPw+318dD7X5GV5OCWYdpzVs5etYa75nzByh3aQ3NUu104zOHTBgXJs6dgQLClTrvw\nFm+yk23LYHNdkeY6Tens6E+paxM13rKY29BCdsIFZMafRXH1S+yun9uqfWklIL2s3XULLt9WumdM\nxmKKLuhttJQ419Dgr6FLwoCY29hUW4RZmMi3aw92XNpQg8vv0yy8BVNu+QLabCENQnBOnx78WFjE\nlorKyBVUbhk2iIzEBB764Mt9cgM3h8Vs4qqz/8Wkd75j0dJCJo87hwS7FZfHy8oN2/nu940ceXge\n4289k55dcpg685dm2zl2cDce+8+5bC0u545b3mX3rpbLJZqamcj4t66haEMpr4+fA0CHw3L4dvYS\npj49l8evf4vdO1rPNi05I4kx/72GKcsn4s5PIH1WEXlPrVDyXR8CMRb/aejC29+BgMRY7cFSUk/2\nlHW0eWUdBk+Ahz68k4Ub/keXo2LLgdgSlBTs4vZRL7Bg5mIuuuUUHnvzapJStQdQNpuNdO2ajV/1\nLnM44nj1javYuKGUKa99y0mn9OT+h0Zy6x2n8+yki8jIDB9IdH3hTh584TO6tM/g4ZuGYTBo15a8\nOHcRhbsqeOT8U4iPkI8xiD8Q4M1fl9AzJ4u+udonzS01leQ5tHn3WYwmcuNTKKyLTojqnNCOjfsh\nvHVzHAPAhtrolq+iRQhBl7THSbT2Zf3uO6lsaN3+IiFlgI1l91Hl+pHOaY+TZOvf6n2ur12EUZjp\nmKAteHRzbKrbQof4PEwG7Zq7AvWe6pCgLXxO0Mt0e732jB/nH9kLs9HIW78t1VzHEWfloXNPYnNp\nOa/Mb17Qakqvrm144rYzcbm9VNcqGkKbxcypgw6jfdtU5i1UYuhdf/6xjDipN/4QS5X9B3RiwjMX\nUFZex603v0PJVu0vTc3hamRD165LNmP+cw7btigxN9+eOI9vZy+hc8+2dDsin8eum0rF7ppWDVjd\noWc+P66ZwvhP7wMBOVPWk/PKOizb9axFBxO68HYoIyX21ZXkPbmc9g8vIe/ZlcRtquXqCZfwZclU\njjt74AENt/Dt7CWMGTGZirJaHp96NZfefhpGo7ZbrqRRYufUtATefecnKiv2GvA/9p9z2b6tYs+D\nM79dOnZ7+OXgbTuruOOpmSQ5bDx79yjsGgUwgN82buX/vl/Mucf05pjDtKfr+nzNeooqq7juX0dr\nvhY1HjeF1ZX0SNOey7NDQjoFtdEJb10S2lPhqaLcHdvbfJo1j3RrPutrfoqpfjQYDFYOz3ydOHMH\n1uy6jsqG1u+zOaT0s6HsPnbVz6Zd8u1kO879C/oMsL7mRzrG98Vq1LYc2RRvwMfm+mK6OjpEVW9T\njeIo0smhTbOY50jCajSxrmK35j4yExIY0bM7H69Yxa46bU46AIN7dGTUgB5MXfAHSwq2aarTv1c7\nnr1nFF//vJ5l60oA5eVg7DWnsru8lsIS5XmSm5WM0WDA5WnedKFXn3wmTroYj9vHbTf/H+vXxRYz\nEWDh3BU8fv1b+NSA40t/2khux0wWzl3O3Gk/c9uE8zhuWB9GjR5Mp8PbYraYWv25LoRgwBl9WbB1\nKjdOuhJrSR25z6wkfXoBtoIaLCX1ujbuAKMLb4colh1Ocl5dR86U9SDgxklXcseU6/mo6DXOv2cE\nFgKhR3cAACAASURBVGtscaBaArfLy+RxH/L07dPo2L0NL316O30Ha0/n89OPG7hu9Bs8M+EzAM44\n80j69uvALTe8TVmZ8kaflpaAlNDQoM0urKLaye0TZuLzB3j+vrNJT9FmUA1QWdfAuPfmkZ+ewp3D\nB2uu5/X7eXHhL3TLTOeUbtqNzH/dsRUJHJ2dG7FskE6ODArryvBqXK4C6OZQNLLra2PPlHCY41iK\nnauo9e6f9kELZmMSvbLfwWbKY/XOa/7yJVR/wMnaXTexq34m7ZJvIz/5pr+k363O1dT6yumepH2J\nvymF9VvxBLwc5ohOC7+5djepFjupVm3acpPBQJ+MbP7YqU2YCnL9MUfj8wd4bVF0uUDvGTmENqmJ\njH13HjUN2pwIOudnkJudzAvvfk9ZpSIs1tS5MBoNZKQqz4Ula7bywdzFjH/lC15497tm2+nSNZtJ\nL12K1WbmrtveY/HvsSWiP+Wco8nKTeWOc17kjSc/5bdv1pCUGs+rj83m5sfPJlVdTdi9vYrtRWU4\nY0jZFSsms4lRY4Yxq3gKo24eSuKvu2n7whrynl1JmxfXYNmqXdjWaVl04e0Qw1DnJX1GAblPr8C6\ntY4bJ13Jgq1TGTVmGEOvOokUDcnUW5OijaXcNnIyX3zwK+ddfyJPTbuejBztAUGdTjezZv7BDTef\njNvt5eknPwXguhtP4vgTD+eB+2YwZ9Zi3nzjO7aVVJCWFlkIq3e6ueOpj9lVUcszd4+kfVvt+VID\nAcmD78+nss7F05cNwx6FUDx96UqKKqu4Y8igZuO5hWJB8WbizWb6ZmlfZu3syMAnA2ytj87j1GIw\ns652s+Y6TTk8aQggWVPzfcxtRIPFmE7v7Gk4rD1Zt3sMWyonIf+CWHMN3i0sLz2f8oZv6JT6EPnJ\nN7d6n0FWVX+DWdjo4vhXzG2sq1Gu8WGJ0WVL2VCzky6J0YU/OSYnn5VlO6lwaQ87kZ+SzDl9evLB\nkhUUV2rXBMfbLEy4dCi7q+t55IOvNC8nDujdnhEn9OKeZ2fx1ie/MPGtBSQ54kiwW/n4y2V8++sG\nyirrOH9oXwpLykMKcLl5aUx++TJy2iQz7t7pLPgqtvhz1z4wnMvvHEpW21TOu/5EDEYDg07ryXHD\n9sb0m3j3Bxx2RDuy2mrz/G1JElMd3DR5NP+38UWe/OIBbnphNJZdDeRNXEXGe5swVh+Y4MP/ZHTh\n7VDBFyD5m+3kj19G4i+7GHXzUOVtaMywVo/LpgUpJfOn/8qtIyZTWV7L+Leu4cp7hmHUkCO0MXa7\nlbvuOYOTT+3FjTefQm2tiwlPKMa711x3AhdfNgiDwUB1lZNHx59DagThzeXxcs/E2WwqLuM/t51J\n767Rxbh669s/+GFNIXeNGKzZuxSgqsHFCwt/ZmC7PIZ00r5U5Q34+WLLRk7K64TVqP265tgVoX2X\nS7utkdlgomtCB9bUbNJcpylp1lxybF1ZWaV94txfzMZkemX/H1kJZ7O1+iVWlF5Mgzd2271wSCkp\nrf2QpdtH4PZtp0fm67RJvKxV+moOb8DF2pofOCzxWCwGbXEIm2N1zUZybJmkWKJ7uSuur9Bs7xbk\n5HadCUjJl0XR3Vc3HzcQk9HAs9/+GFW93u1yGPPvQXy9YhPTFmoPbjvipN5cMrw/WemJ9O/Vnvuv\nO42vf17HpuLd9OuZzyVnHk2vrm24bMQATGHMPdLTHTw3+RJ69srlyfFzmD7t55h+C30Hd+PMywbR\nuWcuOXlpJCTtXSJ/e+I8vB4fo+89A+BPoUO8Hh9lpdWtFhOuMTkdsuh3ah9G3jyUT7e+wXl3j8Cx\npJz8J5aRMr8E4dGDdv9V6MLbQYyx2kP6jALavLyG/CeWkTanGFdHB2+umsRNk0eTmKotEGZrU1fT\nwIQx7zJp7Id0P6o9//38zqiWSZuSlZ2EzWYmNS2BO+4ehtPp4cnxswHIyUmh/8BO3H7XMNq0De89\n6/X5uX/SZyxdu5UHbzidY46Mbsno901beeHznzi1TxcuODa6qPaTvl9EjcvN2JOPj8o+5dutBVS6\nGxjZ+fCo+gt6+QWinDR6JHVlS30Jtd7YjZF7J5/CbncRO1wbY24jWgzCStf0p+iWPpF6z1qWbB9G\nUeVkfIGWW8apda/8f/bOOzqK8vvDz2x6L6RDCpCQBoRAIPQSOgiEDoJKb1IERURF6UWUKkiVjtJ7\n772XEEIgjfRCeiF1d+f3RwT58kPIzm4Ukeccjydk5867m52Z+97yuQQn9yM8fTJGul74OhzA0rC5\nxuyXhdCcixQrC6hp3lqyDYWo4EFOON5mqs9DzSspwlRXNaexegUbnE3N2RcZqtJxtibGDGtQl6MP\nw7karZqEzcfN6tDMuwo/7TtPUHTZJ4cE+FejfRMvurephSiK3H4QTx1vJ+rWcMbc1JAn6bms3Hbx\njWUWxib6zJnfh+YBnqxeeYali46hUENmQ0tHxrkDd9mz9jxbFh/n1rlHTFkxAAB5iQKZTIYoimSm\n5jJl4BpWzdzH4BZzCboifSOmKkZmRgyd159Nj5aS72mO5ZF4HGcHYXwr7X093N/Ae+ftLUQoVmJ+\nPL509ty1VFCINPT3Ys7Rb7l8fzVOHqpFj8qTkJuP+bTjAi4eDWbAF+2ZuWHo8xoNTWBhYcT4L9oj\nIPBJvxXMnLbntbvgZ8gVSr7/+TCX70QxcVAr2jYqu5YbQHJmLhM3HMbJ2pxpfdqo5IDdS0zmt9tB\n9Kvjg6etahISW0KDsDE0olkl1QrLs4tLu+dMdVR70NYwq4aIyIMc6Y6Xl1lztAU9gjKPSrYhFRvj\nLtSpeAxLg5bEZi/lRnwLYrKWUqyQJl8iiiJZBVcISRnG3aSuPC0Jx7XCTGrabUFfu+xpbE1xN/MI\nlroVcTSUPi81Mi+WfEUhNc1U31DpaWlTpCi7PiGUFrt3d/XmcmIsMTlll/8AGOzvRyVzU6YeO02x\nouxRHJlMYFa/tthZmPD5+oOk5ai+Gbl85zGP49No6lcVQ31dEp9ks2n/dep4O9Kt1Zs3b7q62nw9\nJZBefeqzf+9tvv92p+RZpvVbejNhfm8iQuJxcrNl/A+9sbY3R16iQPuP2c2RDxLZsfIMDi5WfP3z\nx4yf14tj269T8FT65Akp2Fex5cqdlfx4ZipKY21sN0Xg/P1tnGbewfJQHELR+2hcefDeeXubEEWM\nb6XhOPsuFQ7Hk+9pzsaHS7gY8SuzD3+DXxvpMw01jUKuYNPCY3zZZzkyLRk/7fiU3qNalrmbVBUs\nLIyo4mpDYUEx02e9OVWqUCqZteIoZ66FMbZ/M7qW4cb7IoXFcsavO0BRiZxFgzqVWRYESpsUvj18\nEmtjI8Y3a6jSeSOzMjgb/5h+Hj5oqyjKGZdf+pB0KOPw8Ge4GrugL9PjXrb0MVf6WkZ4mTUlJPsM\nhYq/v4BZT9sOT5sl1LLfhYleTWKzFnM9rjH3kweSmLOZ/OKI19bFyRU5ZBZcJCpjLjcTAghO+Yic\nojs4mY+lbqXT2Jv0QSjDaChNk1wQQUJBKL4WHdTqLgzKCkVAoIaZh8rHWukZk6pCKv4Zvd1roCUI\nbA4NUuk4fR1tvm8bQFR6BquvqNa8YGqgz6JBncgpKGLCugNl0n97EblCga6ONro62oREJLFm52VM\njfVpVtcN7VeUf7wqNSqTCQwbGcCYz9py/VokE8Ztft5kpSrefpWZuOBDmnTwobKHPSXF8ueOW1Za\nLncuhqFUigyZ/AFQmgF5mluAwWsmy5QnPs28ORu9ji/Xj6Z9YEMa1fPC4kQCTrPuYnLtCSjfR+M0\nyT9fLPUfRyhSoBf3FFmhHIsTiejH5FFUyZAf93yNTzPvf3p5ryQxJo35E37j4Z0YWnatw8ipXTEy\nkV6P8yZycgq4cT2KuT/2wcn59fU3SqXInFXHOXoxlOG9G9O3o2q6WKIoMm37CULiUlg8qDNVbMve\n3ACw+spNHj5JZVn3ThjrqXYTXRV8Az0tLfp51FLpOICw7BQq6BlhoaualISOTBtvMzfuZj1Q+Zwv\nUseiM/eyThCUdRz/Ct3UsiUVEz0fqtuuJb/kMSm5O0jLP0JkxlQAZII++tqO6GpZIxP0EFEgV+ZS\nJE+kWFEqniygg5m+P07mY7EybI+WGjVmmuBGxl50BH21UqYAd7IeUMXIEVOdsndYP8PJ2PK51psq\n2BmZ0KGyO78/usdY3waY6Jb9WmhWtTIdPKux/NJ12rq74Wpd9muwmoM1M/q0YeLGw8zaeZqpvVuX\n2fFtVteNw+cf8OWPewmPSaVfJz/q+1Smkm3phkiuUP5P1F+uUKLzFzW9XbrWwdbOjJnT9jBmxHpm\nzu1FVVfpc2+VSiWrZx+gSYea1KhXlSeJWYTdi6PXiAAMjfXJSsslMzUX30bVJJ9DE8hkMlp/3IzW\nHzcD4MHVMIb3nYPNb1GYXUghs3VFFIZaFDkaIeq/dz/U4f2n90+hFDG5kYrloTi0c0rlLuSmOny+\nZiStP2mGlpa0ETjliSiKHNt+nZUz9qGtrcWkxf1o3knakOyX7e7fe5vWbau/UqvN1NSAWXN6vXEG\nqlIpMm/NCQ6dC2Fw9wYMCFRdjX7tqRscuvWQ0R0a0qKGap15D5+ksuziVdp7VlNJGgQgMS+HXeH3\n6e1eE2vDsosYP+NuRhzVzStKitDUMvfkVuZ9kgqeYG9Q9qaMF7EzqIqjYXVuZuyjrmUXySOcNIGh\nTmUqW36Ji8VECuWx5BTe5GnJQwrlCZQo0pArswEZWjJjzPUbYaDjgoledUz16qAlU/2zLw9yS9J4\nkH0eX8sO6Gup7nT9aecp4bmP6VapnaTjPUzt2BB5hSJFCXpaqskPDa3hx4Goh2wJvcsIH9WuxSlt\nWnA5OpZJB4+x7ZM+KkWi2/q6E56UzqoT13C1s+Kj5rXLfOy8z7vwJD0XERHbCn+Wf8jliufRtx1H\nb5OenU9UXBrtm3jRwv/VDlP9Bq4sWvoxUyZvZ9zojXwzJZAGjVSvO4RSp6jn8BbPO/f3rb+ATUUL\n3GpUoqRYzsOgWOIin9CwjfT0enngVb8a56N+5cxvF5k+egV268IAUBhpk9G+EjkNbKEM4wzf8/95\n77z9jcgK5JhcTUUrX45haBZ68U8pdDZm1sbxGJsb4Va7MgbGBv/0Ml9JZmouS77ZydWTIfg0qMrn\n8/ti7aBaiu5VFBfJmT/vIGdOPUCpVNK1e91Xvq6sjtv+M8EM6Fqfwd1Vl1U4ERTOkkOXaF/bnaGt\nVFPNL5bLmbj/KGYG+nzfNkDlc/98t1QlfmRN1dX6kwqyiX6aTk+XOiofC1DLvLQ54n5OmGTnDcC/\nQnd2xk3jQc55qpu1kGxHUwiCgIGOMwY6ZRdVflu4nr4HESX1LAPVsnMvOxQlInUspD3UfSs4sTbi\nEkGZ8dSzUq0O08fanqYVXVgVfJOPvHwxKuO4N4AKRoZ83zaA8XsPs/rKDUY2Us35G9WuAVEp6fy4\n/xxO1uY08y57s5JNhdJGsKcFxRgZlK75meM2bfkRYhMzGNStAd5V7Viy5Rw2FUzwdrV/pS1XN1uW\nrhjAd1/v4LtvdjB0RAA9e/tL2mQ9c9yUSiWVqthg51gqGXLpaDARIfFUqmyNXzPVU+PljSAIBHzY\nhEZd6xF2M4r83AI+H/cz1jujMbuYwtMalij1tcipb43S6J/TJ/238b7m7e/g2ZD4mXex2heD+ckE\nZPlyJm8ey7nItTTsXJeaTb3eWsft0tFgRnb4kVvnHzHsm87M3jRcI45bZkYen3+2hTOnHjBoaHMC\nu0kb/aNQKpm96lip4xboz7CeDVW+Od6LSeLrLUfwcbFnuooNCgALz13m0ZM0ZnVojaWhan/Hx9mZ\n/P7oHn09fKhkorpO37nk0t1sYxvVon3PsNe3QVemQ2JB2WevvgpX47pY6TlzOfV3RPH9QGupPJVn\ncSfzMN5mzTHXtVPLVnhuDLoyHaoal30Y/Yv4VXBGW5Bx6Yk0LcDxdRqRXpjPupDbKh/b0cudjl7u\nLL1wleCksg2gf0ZpA0M7PCva8OXGw4TGP1H5/NuP3Obi7T/f9zeLDhCbmMGq6X1pVLsKTfxcqeVR\n6Y2yIFZWJixY8hFNmnqw6pfT/DjvEMXFqtXjvYhMJsPbz4VVM/cze/RGDm6+TFWvirTvW1+yzb8D\nPQM9ajTxxL9DbS6EreW7nV+AQsT8ZAIVDsTiNPMuZmeTQI0u3f8S7yNv5YTsaQkWxxPQi81DO6cE\nnfQiCqqasG7bt//orFFVyM3OZ8W0vZzeWzpb74stfXGupt7D5BnhYcl8981OcnMKmDqjO40lSovI\nFUpmrTzG0QsPGNy9AYO7N1DZ8YpPy2LMmn1YmxqzeHBn9FTUzbv0OIa1127R17cmLdxU/9vOvXEO\nfW1txtaSJsJ6LDGEysYVyjzC6GUEQcBY25A8edlFVV9tR0Yjqz7sS5hHaM4FvMyaqWXvv8rVtJ3I\nxRIaWvVR21Z6cSZWepZoSUxjm+joU7uCE6eTHvKZZ0uVr63aNg60cqrKiqBrfOhRE0t91Woyp7YN\n4FZcAp/vO8KeQf0w0i179M5AV4elQ7rQf/HvjF69l03j+uBgWfZO+I8D65GdU9rF/duhmxQWlbB2\nZr/nv09KzSEzJ79MY/b09XX4dmpXNq47z+aNl4iPz2Dq9G5YWEpLides78rqU5MIvR1NVa+KGu3w\n/zsQBIEm3fw51600ovr4fiz9e07Ham8MZueSkJvrUlzRiMy2FVGYlP1v/l/ifeRNkyiUCEUKzM4l\n4TTrLmbnk/F3cqJhPS++2/nFPz4kXhUeBcUyst2PnDt4lw/HtGbhrrEac9zOn3vI+DGbQBRZuPQj\n6Y6bXMG0ZYc5euEBw3s1YkgP1SNumXkFjFy1F6VSZNmwQCyNVXu4pOY9ZeL+o7haWfJVq7KPznrG\n1aQ4jkaHM6Kmv6Rat6SCbG6kRdO+YnW15x0KqF974mnaBCs9Zy6kbkH5N0w+eNfIKUnjduZBvM1a\nUEGv7OPR/opiZQl6MvVSUW0cvIjKS+NRjrTI7KS6TcmXl7Do9mWVjzUz0OfHzu2Jychi+rEzKh9v\nbWbMsqGBFBbLGbVqDzn5ZR8tpSWTYWleek3mFxQT+ELXempGHmNm7aCaiw1VHMsmYiyTCQwY3Ixv\nvw8kIiyZUcPXEx6mWkTxRYxNDajb3BNLG9NXRv9EUUQh/3dcg5WrO3HxwWpmHviKxg2r08DFGdPL\nT3CaGYT5yQSEQgUo3kfkXuS986YOooh2WiG6iU+x3hZFlYnXqTLpBlZ7YihyNGZ10E/8dGYasw99\nTZNu0uocypPXhfttHCyoWNmahbvG8tH4ts9b1NVBqRTZ8Ot5pn+3m8pVbFi2ciBuEh3ComI5Xy86\nwMkrjxjdrykDuqqeMsgvKmH0mr0kZ+WwZHBnKtuoNnZGoVTyxf4j5BUVsyiwIwY6qj0k5Uol318+\nSSVjU4bVkJYy3hN7BxHo7KiejEy+vBADLfW7KwVBRjPrj8gojico65ja9v5rnH+yERElTaz7a8Se\ntqCt0rzbV9HOwRttQcb+ONVkP55RzcKKvh4+bA69yyMVBtY/o55zJUY19mdP8AN23wtR+XhXeysW\nDe5EXFo2Y9bso1DFlKVcruBBZDLxKVkolEpCIpIY9v1vtG7gzrCejVReT/MALxb9XDqlY9ynGzl1\nQvX39DKverZcPHKPsV0WExGi2pzZfwpBEPDvWIeZByYz/9RU1j9YRIGrKRUOxlHlqxtU+eI6Npsj\n0I1/ik5qwX9eeuR92lRFhCIF+tG5yIqUmJ1NwiCqVMNHlAl8MKQ1ts7WuNWpQp3WNd86Zw3g3tUI\nSooV+DZ2Q/aaDi4LaxPmbR2psfPm5xcxb9YBLl0Mo027Gnz2eXt0daV9/QoKS5j0015u3I/li4Et\n6d5GdWmNEoWCLzceIiQ2hQUDP8C3iurCxz9fvMqV6DhmdWhNNRvVRggBbHhwm4eZaaxs1QV9bdWj\nIyVKBTujb9HQugqORtLnHT6V51OoLMJSxdFJf4WbSQMqGXhz/slmvEybo6elWjTzv0pyQQTB2afw\nr9ANc13pshIvYqxjSG6uetp7FnpGtLBzZ1/cXcZ5BqjcdQrwRZ3GHIh6yHeXT/F7x94q3xs/bVyf\nm7EJTDt2mup2tipfb3VdHZndry1fbjrMpE2H+WnAB2US+4bSZoXxAwKYvGA/D6OSKSgsoX+nus/v\nO6Ioqvx+3KrZsXzVQKZ/t5s5M/cREZ7MkGEt0NLWXDxFz0CXzLRcxgUupuew5nw4tjW6Ksxm/qep\nVM2By8GrCDobwoMrYaQnZrBn5TFMbpZK1xQ6GpHV0gGlvhaFLsb/OemR/9a7lYh2eiGGD7ORFSow\nO5+M9h9DeOXGOoz46RMs7S1wr1sVh6qaSSuWB/ISBT9N/J3oR8lY25tx5cR9Wveoi7uPtEJmVYiP\nz+D7b3YSF5fOyNGt6NajrmTHNvdpIZ//sIeQ8CS+HdGOjhK08JRKkam/n+D8g8d82yOAgBqqF/qf\ni3zM8ovX6FrDix4+qq8hMS+Hn25dpIVjFdo6S5MPOJH4gJTCXKb4fCDp+OdrKSgt5lan0/RFBEGg\npd1QNjz+jIupW2lpN0Qjdt9lRFHJseTlGGqZaqTW7RnWupZkl+RSqChCX0u6eGufynU5kRTKkYQQ\nAp1U3yxZ6Bswya8JX186wZ6IB3RzU+2a0ZbJWBDYgS5rNzNm90F2Deyrso5iW193MvIKmLP7DDN2\nnFRJA66SrTkLv+qGtpaMErkS6z9q1aQ4bs+wsDDihwUfsmLZSXZsu0ZERArffheImblmNjv1Wniy\n8vhEVs86wLZfTnPxaDDj5vSgRj3VJJD+aXyae+PTvPT70vOLzjy4EkZ2ag6Lv9uM3frSyTByYx2y\nm9mhNNSmoJopJdZvZ/OfJnnvvP0FBmHZGDzMQitfgcmNVARFaYi20NGIOZsmYGplQuXqjm9th+jL\nZKbmUlIs55cjn1NcJGf/hguc2nMLUwsj7J1UE6JVhauXw5kzaz9aWjLm/dgX39ouatmbtfIYoZHJ\nzBj3AQF/oa/0OkRR5Kf95zlwM5RR7RrQq5Hq6cbYzCw+33cEdxtrprYLUPnmLYoi3146iVKEGQ1b\nSbr5i6LIuojLuBhVoJmtNOfvGVFPYwFwMVS/xuoZDgbVqGnehpsZ+/Gr0BkzHc04hu8qwdmnSSx4\nSEeHCehraU5rrqJBaQQvviAZV2Ppkin+VpWpamLNxsgrdHH0kfSd7evhw47w+8y4dobmjpVVbl6w\nNjZiUWBHPtm6k0kHjvNz9w9UXkffJrXIyMtn5fFrmBrqM6FTkzLbeNV8U3WzKzo6Woz5rC3V3O1Z\ntOAII4f9ytQZ3anm/mrpEVUxMTNkwg+9adHZlyXf7OTLPr/Qro8/g7/6AGPTf8ez60Vsna2xdS5t\nzGo3OIDHwbHkZeYx/tOlVDhUOg9XlAnk+lmhMNam0NWUfE9zKKcsmEFoFla7oxFEkZz6NmS1eimD\nI4pU2B2DUWgmSh0tnnxYlWJHzVzf72veoLRmbWsktuvCsF0XhsPSEByWh2J+Lhnj22m06deUdQ8X\nsz15Deej11H/gzp41a/2r3HcAIzNDIgMSSA+KhVdPW3qBXhhZKLP+YN3y+V8SqXIxvUX+HbyDuzt\nzVm+cqDajhvA2P7N+WlSN0mOG8CqE9fYdO42/Zr6MryN6iK++cUljN51EICfu3+gcp0bwN7IUE7F\nRfJFncY4SpAGAbj4JIIH2UkMcmuETM3RTY9yozDTMcFaT3rq9VU0tuqLEgX3Mo9r1O67hiiKXE3b\ngZ2+KzXMVNcIfB2VjR0BiMqLVcuOIAgMqNqARzkpXEqVJhsiEwTmNm5LTlER06+q3nwApfVvEwOa\ncCIsgpUqjs96xqh2DejT2IcNZ26x+uR1STY0Tdv2NVm09GNEEcaN3shhDd+XfRtX45cjn9NtSDOO\nb7/OsFY/cPbAnTfKnLzN6Bvq4envRt12vlyIWMuOlDVsCF9Kx0EBGAelY34uGftVj6i4OOT5s91m\nSwR6sRoa4acUsd75mKThHsR+5YPx7XR0kv+3Y98wNAvd1AJiv6lFau/KWO+I0sy5+Q9G3rSyirA8\nGo9uQumHLIgiugn5KPW0UJiXtiSLMoHBc/rRbVwHdFWYa/m2olQq0TPQoUWX2pw/VNo96uRqi7uP\nE0FXIkhJyMC2ouYe3Lm5BcyddYBrVyJo3bYGn33eDj0N1Vo42JjhYCPN4dl87jbLjlyhk58nE7s0\nkxQxm3zoOGGpaazqFYiThepadyn5eUy9cgpfG3sGepdd+f3ldSx/dBZ7AzM6OdaUZONFW8HZYXiZ\numm8RtNM1xZHQy8i8q7TxEYzBfjvIimFkaQXx9HBfpzGZ6ja6llhpmNCaG4kbeyaqGXrA8eaLHt4\nlhWPztHIuqqk74uHpTWf1vJn8Z0rfFDZnVbOqpcsDKxXm/tJKSw8ewl3GytauKrWwS8IAl91bUFe\nQRE/H76MkZ4u/ZqqPynmaX4Rhga6kq8jdw97VqwexOwZ+1gw/zAPQhIY81kbjd079Q31GPp1p+dR\nuHnjtnBy101GTeuKwxvGDr7tCIKAubUZ5tZmjF81gvGrRiAvkbN/+TEWzd+Obkqp5ItWdjEmN9Io\nqmiIKCv9O5XYGpDRvhLyCqo1bOnF5FFipY/cqvS4PN8KGAVnkmX3Z0TZMDiT3LrWIAgUuZggK1Cg\nlV2Mwkx9v+Kddd5khQoq/hSMTnrR//57kQJRAP9WPsj+KFh17utI70ldMLU0+SeWqjEUcgV711/A\nq05lKrpYYWphhEKhfD4s3sPXmcvHggm5+Rhvv8rYO1dg77rz6BtobpBxeFgy077bTVpqDmM+a0vn\nwNqS04KadCZ2XQ3mh73naFnTlWl92iCTqW77l0vXORIaxsQWjWla1UXl40VRZPKF4xTI5fzUX5xR\nJgAAIABJREFUtANaKg6ff8bZlDDuZSYw1acTujL1LuGY/AQyirOoZe6plp2/wtGwBlfStlOiLEJH\n9s8MzH7biX5aGmWpavLq6SLqIAgC1U2rEZz1SO1rSlemzWC3xswKPsyV1Cga2kirnRpdqwHHosP5\n6uJxTthWxEJftQyGIAjM6tiaqPRMPt93hO2f9MHVSrXSD5lMYHrfthQUy5m35ywGujp0qy99tFR+\nYTEjpm2jprsDEwYESL62zcwNmf1Dbzauv8CWjZdK9TCndaViJc1trl2rV2Lh7rEc3HSJDQuOMqLt\nj/QeGUDPES3+VQ0Nb0JbR5tu4zrSbVzH5//2NCefHfP3E3H3MVCaIbp2Kgjj2+ko9f9XUUFurktG\nR0fyvS1ebT+7GLmF7v+8Xj8m742v0X7vvL0e7exitEQ5XQf8r7CkvpEeH4xog53Lu1ODI4oi0Y+S\n+WH8VipVsSYlLoPsjKdMXPAh2jpazx24ajUqkRidxu415/D2q4yzmx0ymYzcrKeYWaqXhxdFkSOH\ngli6+BjmZoYsWPIRXt5l7+CMiEnlwq1IfDwq4lKxApZmhiiVoiQn62UO3Qpl+vaTNPJwYd5H7cvc\nZfYixx6Gs+j8ZTpX92BIfWmyHr8/usepuEi+q9+CqubSbsYKUcmiBydxNrKUVDj+MtfS7yIg4GdR\nQ21br8JazxkRJZnFidjoqzZe6b9CSmEkpjrWGGtrNm39DF8Lby6l3yLqaZzkSQvP6OFcm7URF1kc\neooG1lUkOYO6Wlr81KwDXfZtZsrlk/wc0EllGwY6Oizv0Ynu635j5I797BjQF3MD1SIn2loy5n3c\nnnFrDzBt+wl0tbX4wE/aJkZfVwf/ms5sOXiT9KynTB3dAX1daY6QlpaMgYOb4elVkXmz9jNy2Dom\nftWRJk01N/pKS0tGlwFNaNy+Jqtm7mfz4uOc3nubEd93oW7z8tnIvQ0YmRoyYMb/NgSlJaSzf/kx\n8v8QZH7Gjh1nMQrO+Evn7R9HFMV38j+fGj5iUWGx+K6TlpwliqIoBl2NEJd8s1MURVEsKZaLc8du\nFhdO2iaKoijK5QpRqVSKoiiKRYXF4uwxm8QZI9eL/RtOF5d9t0ssKZartYb8/CJx7qz9Ysums8Qv\nJ2wVMzPzVDr+2r1osedna8XFG8+IP607JQ7//jex4I+/nUKhVGttR28/FH3GLxQH/bxDLCgqkWQj\nODFZrPnDErHHuq1iYYk0G1FZGaLHuoVi30O/iwql9Pe0I/qm6LX3e/Fo/H3JNp6hVCrF0benilOC\nF6ht66+IzQsWZ4e0F6Nyb5XbOf7tbIiaIG55/FW52c8uzhV7XBolbo7eqxF7u6JvlX4HE9T7Di65\nfVl0Wv2DuDs8RLKNW3EJotfcxWL/TdvFIrm0+1hBUYk4eNkO0Wf8QvHI7YeS1yKKovj74Vtig74/\nikO/2ypm5eSrZUsURTEpMVMcNexXsWXTWeKyJcfFYjXv1X/FrfOPxCEt54rtKn8uTh36q5gYk1Yu\n5/k3UVJcIuZlP/3L34dcfihOajvj+c9bZ+8Wt87e/T+vWThshXhq64XnPw9wHyOmJWb8pU3gplhG\nH+edbVjQ1tV+p0LAL1NUWMLKGfuYMnANhflFJDxOfd5Qo62jxajpXbl8/D5RoYloacme75B19XT4\n4sc+fPJ5e75bMZBR07qpJcAbE53K6BHrOXk8mI8GNGb2D70xN1ctipf4JJtWDd0Z+1FzJgwIoHKl\nCoyZtQMoTW+IEotqT92LYPLmo/i42LN0SGf0JejKJefkMmLHPiwMDFjeozN62qrbKFYoGHvmIDpa\nWixo1gGZxNRVXkkhS0JPU8vSkTYOXpJsvEhEXgyJBSk0ta6ntq2/QkdWGg0pEYve8Mr/LgWKHAy1\ny2+8kamOMdXN3LmUdksjBepdnGrhamLNwgcnKVZKn9E50sefOjYOTLl0grjcbEk2aldyYHbH1lyL\njWfq0dOS3p++rjZLBnfBt4oDkzcf4fjdMElrAejdvjYzxn7Ao8cpDJv6GwkpWZJtAdjZm7Nw6Ud0\n7e7H7p03+O7rHWrZ+ytqN6nG8sOfM/DLDty9HM7wNvPZuOAohfn/3etWW0cbI9O/7oh2r+tKQngS\nSY9TKCku4ey2SzTo/L9ZmQad/Ti56RyiKPLgahhGZoZUsNdMJO+ddd7eZW6cDWVk+x/R09fhh99H\noW+oR70Wnlw+fp+k2HSgtEW8x7DmbFr4p8r9jpVnCA+OR0dXG8eqNrjVUE8a4vjRYD4dvp7srHzm\nzu/LJwObPq+vU5UXBzVPGtIafT0d5q05AUhrxz8THMnEDYfwdrJl2bBADPVUrzHIKypm2PZ9PC0u\nYWWvQKyNpaWW59+8wL20ZH5o0hY7I+l1lSvCzpNe9JSvqrfTSD3gySeX0JXp0KCCtMaJsqCkdKSN\n8P5W85coRQVaQvluNJta1yOlKI2HudI6RV9ES5AxsXpb4p5msjVKeremtkzGohal9UhjzxyUPAmi\nS3VPPm3kz86g+6yS2IFqqKfDz0MCqelsz6RNhzkRFC7JDkDL+u4s/roHmdkFDP3uN0IikiTbAtDV\n1ebTsW2YOqM7gd1fX7KhVIo8eZIj6Tw6utr0GhHA6pOTaNSuBr/9fJIhrX7g9N5bKJXvR1O9jJa2\nFqOXDmZyu1kM9hpP054NcPF25MCK4xxYUdphX69Dbewq2/KJ2xgWDlvBmGVDNXb+93fUfyGiCMVF\ncgZM7ICxqQGxESlUsDWjXW9/ln6z8/nrGrapjpGJPtkZTwFwq1EJJzf1ldsL8ouZN/sAP8w5QDUP\ne1asHUydutLrmfxrOnPq6iMu3/mzjXrm2A9ISs0mPOaJyvbOBEfy+YaDeDra8Mvwrhjrq14oL1cq\nGbfnEOGpaSzu2hF3CRMUAE7HRbEq+Ab9PWvRzkWavAlAZG4qmyKv0tWpFjUsVJ8G8TJP5QVcTL1J\nYys/jLTLT/KmWFHa1a0nez9l4a+QCVooxJJyPUf9CrXQl+lxMkX1+aKvorGNK01t3Vj+6CyphbmS\n7TiZmDO7cRtuP0lk4S3paxvbtAGdvD346ewlDoY8lGTDSF+X5cO6UsPJjkkbD3Mh9LHk9dTyqMTq\n6X0x0Nfh0xnbOXtDujP4jMZN3fGv//ru3OB7sXz95TZWr5QmxQJgZWfGpEX9+HH7p1hamzB/wm9M\n6L6UkJvSP493Ff8OtVn/aAkbI36m3zfdAeg0og2dRrQBSgMPY5cNYWPEz6y+twB3P80JJL933v6F\n1GvhiXtNRxZP3sH8CVtZ/v1uvh+8Fo9aTiQ8TuX4juso5ApiwlNA4HkzQq2Gbujpq7fDjwhPYdTw\nX0vTpJ80Zv6CD7GyUj2apPxjLp1CqcTe2oxxH7dg+vIjxCVnAmBmYoCVhTEGKkq1nA6O4PP1B/Go\naMOK4d0kOW6iKPL90VNciIpmaruWkjpLoXSKwvizh/CytGaKfwtJNp6tZ8a9Qxhq6zLeq5VkOy9y\n6sllCpVFtLdrphF7f0WuvDQSbKT9lhb9vgXoaxlToJDuAJUFAy19mlrX5XL6LXJLNKNzNal6W4qV\nChaEnFDLTueqnvSuVoPlQVc5Hy/NQRAEgTkdW1PXsSKTDh7neky8JDtG+rosH96VTnU98XZUb6Pr\n7GDJ6ukf4upkzdcL97P14M1y11Vz93BgwKCmHNh3m6Qk9VK23n6VWbRnLBN+6E1acjZf9FrGrE83\nkhiTpqHVvkcd3jtv/1KGftOJO5fCcK5mx9wtI/Fr5kFUaBId+zUkJiyZbz5ZzYafjmisc0ipFNm1\n4zpjRq4nP7+Y+Qs+5JNBqqVJ74TGE/Qwnozs/OddpDKhtKateV03+nWqy7RlRzh8PoQdR28THJ6I\nXF72VMqJoHC+WH8IT0cbVo7oholECZRlF6+x4+59RjasR29faV2YxQoFo07vR65UsqxlZ/Ql1Mo9\nY39cEDfSohnv1YoKev9f5V1V5EoFhxLP4GXqShU1uw/fRGZxIgIyzHQ0M6vzXcRE24qckvJ/ILaz\na0axskRj0TcXYysGVm3I/vh73EiLVsvWtIYtqWZhRVBqsmQbutraLOvRGSdzM0bu3E/YE2mfqbG+\nHtP6tMHS+M3R4jcNubc0M+TnKT1pXq8aS7ecY97akyrd01RFJhM4e+YBXbv7YW+vug7l/7cno3WP\nuqw5NYl+Y1tz42wow9vM55dpe8lK15DY7XskIZT3TuCfws/PT7x58+Y/vYxyJT0lmwq2fwrWftXv\nFz4a3w5vv8qE3omhqldFdPXUV4PJzMhj/txDXL8WSYOGbnwxqaPK8/e2HLzBtiO3aeRbhXthiXw+\nIADPKnYY6OugUCqf6yIdvxTKk4w87j6MZ0Tvxrg6WZfJ/pHbj/h6yxGqO9lJTpUC7Lh7n28OnyCw\nhifzPmgrubZs6pVTrAu5zfKWnelY2V2SDYD0ojw6n16Gi7EVmxoPVHuaAsDZJ9dYGrGBrzxGUNdS\nPZHfN7ErbgZpRXEMd11Vruf5N3MmZR3X0/fwhedutITyVW+aGrKYhIIUlteejo6aGoEABfJiupxZ\njp5Mm13NR6CrJd1mobwEfW31a/8SsnPoveF3ZILAtk/6YG9aPvqdqdl5rDpxHc9KNm/UiFMqRVZs\nu8im/dfxq+7ErHGdMDVWTdqkLOzdfZNzZ0JZuPQjAE6dCCH6cSoh9+P4ZFBTfGpJH5EGkPEkh82L\nj3Ns2zX0DHXpPqQZXQc1xbAc3st/EUEQbomiWCYtqveRt38xLzpujx8mAQJ6BqVpRk9fZ404blev\nRDB00Bru3olhzGdtmD67h8qOW3ZuAfceJbJmxodMGtKawIAaHLnwgFsPYpHLFf8jaNmmkSf9O9Vl\n3uddyuy47bsewuTNR6hV2UFyqhTgVFgkU46cpEkVZ2Z1KPvQ6pfZHxnKupDbDPKuo5bjBjAn+Ch5\nJUVM8+mkEcdNISrZk3AMJ0MH6lhIFyUtC6IoklgQhp2+6ir6/yWs9V1QIie9KK7cz9XFoRUZxVlc\nSJNW2P8yBtq6TKnZkai8NFaHX1DLliYcN4CKZqas7t2VvOJiBv22m6yCQo3YfRkjfV2aV6/CzivB\nLD965bWvlckERvVtwrcj2nI3NJ6h320lNilDo+uJinzC4YN3GTC4KQB7dt3g0ME7uLnb0TmwDksX\nHSPuj4Y2qVjamDJ2Vg9+OfoFvg3d2LzoOINazGHPr+cpLirfus33/C/vnbd/AX8VHRVFkaz0POaM\n3cziydtp26serioI476OwsISFi84yrdfbcfS0pjlqwbSpaufSg7Ns7o2MxMDtLRkXL5TWs/Ss11t\nqjhacTUomqTU0s6o7LwCdhy9TXbeH2NMyqhQvv1SEFN+O049N0eWDe2KkcRxZjfjEvhs7yG87WxY\n0u0DdLSkyac8zEjlywvHqGtbka/91asnO530kCMJ9xnu3hRXU82ISl9Jv018QTI9KrXXiDP4OrJK\nksmTp1PJUH1Zk3cZB/3SRpbEgkflfq5a5l64GFZiT/wxFKJmOgib2LrRsVINVoVdIDwnRSM2X0dO\n8ZvlKzxtrfmlR2dis7IZvn0v+cWadywMdHVo5OHChjG9CIlNISnzzV2eHZtV5+dve5KTV8iQKVu5\nfi9arTWIosj1a6UdxDu3X8O3tgs+tZxJfZLDxnUXGDYigKbNPGge4EVNHyeNdY06udoyZcUAFu4e\ng0s1e1bN3M+gFnM5uPkyJW9IJb9HM7x33t5iUhIyWPrNTlbPOvDK3wuCgI6uNrUaurJg1xhadNGM\n5MPD0ERGDFnLgX236dnbn59XDMClctmiYM8Ii37C1kM3nztj/jWcyczOJyaxdLfZq50vT/OLOHGl\ntDNMWybD1soUM+Oydz5uOHOLmTtP09SrMkuHdMFQoq5faEoqw7fvw8G0dMdupCvNAcwqLGDoiT2Y\n6OqyrGVndGTS9fOyivOZGnQAd1NbhrqpN5PyGQpRwba4Qzga2NOggvqzHN/E47zbALgYqT8J4l3G\nQtcBIy0LYvODy/1cgiDQo1I7EgufcDntlsbsflW9HSY6+nx7Zx9yiZIfZSEqO4N+h7eTkPdmR8nf\n2ZEFXdoTlJjMmN0HKVaov65nG1L4U8LoxL1wsvILMC3jhAcfj0qsndkPa0sTJszbzfajtyU3MhQU\nFLNn5w369FjKo4dJjBxd2tA0f+5B2rSriYenA1C6GX/0MAmFovQ8MdGpXLoYRkmJep+JRy1n5m4Z\nwZzNw7GtaMGy73YzJGAuh7deobjovRNXnrx33t5CkmLTWTx5B0MC5nF81+vTG0Ym+rTvUx+ZxFl6\nLyKXK9jw63nGfrqBoiI58xd+yPBRLdFVUdz2zLUwZvxyFGtL4+fOmLebPSkZudy4H0NSajZaMhn9\nO9fjQWQyBYUlGBnq0dSvbOk1URRZfvQKP+0/TxsfNxYO7ISejrQUcUxGFoN/342hrg7r+nbD0lCa\nbIZcqWTMmYMkPc1lRcsu2Bqq11gw894hsosLmFU7UC0n8EXOPrlGYkEKfZ00k4J9E+F51zDXscNS\nVzPR4HcVQRBwNqpJdN5dRA1Fw16Hf4VaOBk6sD3uEApRM46WpZ4R39bswP2sRNZFaKYh4kWeOTdV\nzCzpVMWD0acPUCh/czStrYcb09u35EJUNF/uP4pCzchTas5TkrNyuRkRz+8X7/LL0SvsvBzM8Nb+\nnLkfyaazt/l26zFyC14fHXSwMWPVtL40ql2FhRvOMHvVcYpLVHd2DA31mDO/Dz17+5OSks2tm495\nGJqIXKFkyPA/O9wX/niYylVsqFLVhuNHg5k9Yz9nTz2gf+9lRISrHy2t1dCNH7d/yswNQ7G0NWPp\nt7sYHDCH/RsvUlT4Pp1aHrx33t4iYsKSmT9hK0NazuPUnlu06+3Pr6cnM+zbzuV+7qjIJ4wesZ5N\nGy4S0NKb1b8Owbe2i8p2bj+IY/Gms/TvXJe2jTyRyxWUyBW4OlkTGFCTx3Hp/H74NpFxaRy7+AAT\nI310dcvunCiVIj/sPceKY1cJrOfNvI87oKMtzblJzsllwG+7kCuVrOvbDQcz6Sr3c66f43xCNDMa\ntqaOrXrOyuH4YI4khDDKvTmeZvZq2XpGkaKY3+MO4mbsQj1LH43YfB2Fijyi8+5SzaShRgSF33Wq\nGPvxVJFJcmFEuZ9LJsjo4/gBiYVPOPdEusjuy7R18Ka1vSfLHp0lTMPpU0EQCM8srdcaVrMu1Sys\n2BMRWqZje9WqwZcBTTgcGiZ5CoMoimw5f4cPZv/KkkOX2H/jAfeik7A0MWTuR+25+DCag7dCMTHQ\nw8LYgBErd5OT//paOyMDXeaM78KArvU5ePY+n87YTmqGtA7O7j3rsXrdUBDB2ESfSpUs0fljcs71\nq5EE3Y1l3IR27N19k+jHqQwY1JRvvg+k94f1efQwUdI5X0YQBOo0cWfBztHM3DAUGwcLfpm6l4FN\nZ7P9l9M8fWl26HvU450dTP9vQRRFQm5Gs2v1Wa6eDEHPQIfAAY3pNqTZ/zQklBcKuZJtv19l47rz\nGBvrM3VGdxo3lV5kr6erTbO6rsgEgaCH8Ww7chtDA12USpFRfZswuHsDDp8PYcXvF5DJBKaMbF/m\n+ja5QsnUbSfYf+MB/Zr6MrFLM8mD69Of5jPgj2LmTf164GpVQZIdgJ1h91lz/yafePnS10O97s2k\ngmxm3DuEj0UlBrs1UsvWixxMOk1GcRafuQ38W5ypRzmXUSLH00wzKd93narGdRGQ8SjnMvYG0sWc\ny0o9Sx9cjZ3ZFneQxtZ+6MrUbxYQBIHvfD7g1ullTL69h9+aDkFXjY5WpShSrJA/b2T4NeQmUVmZ\njPGtz/20FLpULbsM0pD6fmQXFrLy8g2M9XT5MqCJSteBIAi083XnRFA4BjraTOn1p97iutM3OR/y\nmJ1f9sdYXw+FUsnkzUcpi48okwkM79UIN2drZv5ylEHfbGb2+M7UqOZQ5rU9w97eHHt7c548ySHk\nfjwb1p3HzMyQ82dDmTCxA/Fx6USEp9C0uQd161UB4H5wvMolMW/imRNXu3E1gq9Hsf2X06ybf5ht\nv5ymw4f16TKgCVZ25f9se9d56yJvgiCYC4KwUxCEh4IghAqC0EAQBEtBEE4IghD+x///9YqfCrmC\nC4eDGN99KRN7L+PBrcf0G9uajRe/Zeg3nf8Wx+1x1BPGjNrAr6vP0rBxNdZsGCrJccvJK2T93msA\neLva41/ThSt3H/PtkkPU93GhRxtfKtqYMXPFUUyN9enfuR5TRrZn3ueBGBuWrTO0qETO5+sPsv/G\nA0a1a8CXgdIdt+yCQgb9vpvE7BxW9epCdXvpGmQ3kuOZfPE4jRycmFJfuhAvgFJU8vXtPZQoFcyp\n3RVtDaVLM4uz2R1/jLqWNfE2c9OIzTdxP/s0FroO2OuXvyPyLmCobYqLUS1Cc86Xu5ArlD5g+zsH\nklacyeGksxqza6lnxLRanXmYncyyh+rZvZWSwOWkPztw5zRuS5FCzomYSIbU8EOuVHD3SRKnYss2\n8mtCs0b0q+PD2mu3WHrhqsrrqWBiyJpRPUjNfcrkzUcAOBcSxbZLQaz5tMfzLvfI5AyKSuQUlJQ9\nXRjgX41V0/uip6vNqOnb2HMySPL3wMbGlLnz+5CUkEVJiYKPBzShnn9VblyPokpVa9zd7REEgXtB\nsWjJZLQIKG0oenY+TX3/BEGgpn9VZq4fytL9n+HX3IPda84xoOks5k/YSsR9aULK7ynlbYy8LQaO\niqLYQxAEXcAQ+Bo4JYriXEEQvgK+Aib9k4uUSm5WPse2X+PAxks8SczC3rkCo6Z2pXXPuugbSCuU\nV5WSEgW/bbnM1k2XMDbWZ8rUrjRrIU3MNyEliy/m7yE7t5CUtBwmDWlNQ98qlMgVdGjqjV/1UhFY\nc1MDktJyKJEr0dbWUknjKLegiHFr93MrKp7J3VrQt4n0Avi8omKGbNtDRFoGK3p2pq6T9PmusblZ\nDD+5j4rGpiwPUK9BAWBdxGWup0UzvVZnnI2lRwJfZmvsfuSinI+du2nM5uvIKE4kNv8ezaw/eZ8y\nVQEvs+YcSlxAQkHo39KhW8PMndrm3uyKP0qATQNMddQXgAYIsPegu5Mva8Mv0sTGFT8rF8m2pl05\nRWVTCyqbWXA27jF2RiZMa9iSH26cZ0tyPD7W9lxMiCYyK4NhNeu+1pYgCExp04KCkhJ+vngVQ10d\nhtQvk6TWc7S1ZCwZ3IXfL94lJjWToOgkhrfxp1KF0s22KIpM2niIbg1qYGduQmp2HpcfxWBhZEBT\n7yqvte3qZM2vs/ozddlhflh7kpCIJCYOaoWeijXHANY2pnz1UrnNwweJ+DdwxczckIL8Ys6dCcXd\n0wFTs/+t8312zcbGpOHkLG0s4Mu4Vq/E5CX9SZ7Ynr3rLnB8xw1O772Nt19lugxoTIPW1dHW0cxm\n9b/CW+W8CYJgBjQFBgCIolgMFAuC0AVo/sfLNgBn+Zc5bxH34zmw6TLnDtyhqLCEGv5VGP5dIP4t\nvSQPc5fCw9BEfpx3iOjHqQS08mbUmFaYm0sbuA6gr6dD+yZedAmoydeLDrBh7zU+CfSnqZ8rihc6\ns64FRZOWmadyq3pazlNGrtxDZHI6c/q3p0NtD8lrzS8uYdj2vdxPSmFJtw9oUsVFsq2c4iIGHy+N\nkv3athvm+urNBw3OTGBJ6GnaOHjRzUlznaARudGceXKVTg4tcTDQjNzIm7ibeQQZWtQ0b/23nO9d\nwd2kIceFZdzLOvG3yat87NKNCXdnsS3uEEOr9NaY3Uk12nE9PZpJt3ezu/lIzHRVvz7q2lVinG9D\nRp8+gK+NPVqCjDbOrow9c5CQ9Cdsad8TOyMTorIzGHfmEIGunlgbGL12wyATBGZ1aE1hiZwfTl9A\nV0uLj+uqfr31aVy6gcwtKMLMsHQjKlcoGbxsB3VcK/FRs9qsO32ToOhETA30uReTxL2YZEZ3aPha\nu6bG+syfGMianVdYv+cqEbGpzP6sMw426mViiopK0NbRwsa2tK731zVnkckEfGs7Y2ZWqtupVIpo\naQmcPhlCeHgyd2/HYGtryviJHZ6/Rl3sHCsw4rtA+n/WluPbr3Ng0yVmj95EBVtT2vepT7s+/n9L\n1uld4K2asCAIQi1gFfAA8AFuAeOABFEUzf94jQBkPvv5peOHAcMAnJyc6sTExPxdS38l+XmFnDt4\nlyO/XSU8OB49Ax0CAuvQqX9DKnuqXtOg1lryi1i35hx7d9+kgpUJ48a3o0EjzaTQCgpLMNDXITQy\nmTmrjzOwa31a+Fd7/ruN+65xLTiGKSPaUblS2SNKMamZjFixm/S8fBYO7EQjDxfJaywskTNs+16u\nx8bzU5f2dPSSXtdXolQw6NhuLifGsrF9Dxo5qKdanltSSM+zK5GLSnY1HyHpQfcqlKKSr4N/JLUo\ng6W+32NYjgPon1GiLOTnsI9xMapFV8evy/187xoHExbwKPcSo902oaelmQfmm1gdtY3jyRf4yedr\nnIw0d18Kzkyg/4W1tLT34Ce/npKjsKfjokh+mouDkSmrg2+gr63N2jZ/RpFvpSRw6PEjvqsfUGab\nJQoFn+05zImwCKa1C6BvbWlNPL9fDGLbxbs0r16VhIxsdLS0mNWvHatOXCO3oIiG7s40cHcmIy+f\nRQcuMqVXyzJrSF64Fcn05UcQBIGpn7anoe/rI3dv4urlcObPPYhvHReSErOYPrsnlpalzq5crkBb\nW4vwsGSmf7+bT8e0pk7dKs+7VHv29lfr3H+FQqHkxtlQDm66zK3zj5BpyfBv6UW7XvWo09QdLYnN\naP9WVJmw8FZF3ihdT21gjCiK1wRBWExpivQ5oiiKgiC80uMURXEVpc4ffn5+/4hXqlQqCbn5mBM7\nb3L+0F2KCkpwrmbLyKmBBATWwdi0/B+gL3PpYhg/LzpGWlounQPrMGhoc4yMpE0heBVkyWwmAAAg\nAElEQVQGfwy796xqx+DuDVi14zKeVe2wszLl2r1oSuQKfv62J4YqCOgGxyQzes1eEOHXT3tS3clO\n8vqK5HI+3bWfazFxzOvUVi3HTRRFplw6yfmEaH5o0k5tx00URaYFHSCxIIv1jQZqzHEDOJlymfC8\naMa6ffK3OG4A97PPUKjMo45lp7/lfO8avhYdCM4+SUj2GWpbdvxbztnHsSMX026w9vF2pnqP01iq\nu4ZFRUZ7tGBR6Ckaxt6mh3MdSXYCHEudlvSCfJxMzRhf+89GntziImZeO0tbZ9WmeOhoabGwawfG\n7DrA90dPoyWT0auW6nOM+zT2wdbcmIy8fPyrOVG/mhNngiPJyM2nlY8bflVLyzL2Xgt57tyVlSZ1\nqrJudn++Xrifz3/Yw4BAf4b0bFjmBq+Xqd/QjU2/jyI9LQ9zC0NMTP68J2j/4STNnbWfwG5+1G9Y\nurGv6eNEzh9doqIoarwMQktLRv2W3tRv6U1idBpHt13jxM4bXDl+nwq2prTs6ker7n44Vv17sgb/\nJt425y0eiBdF8dofP++k1HlLEQTBXhTFJEEQ7IEn/9gK/4LYiBTO7r/D6b23SInPxMBIj+adfGnb\n2x+PWk7/SO1PSko2Py8+zpVL4VSuYs2UqV3xqi69xqssNKvrRn5hCRPm7kYhKhkQWJ/R/VSbNHA+\nJIovNh6igrEhvwzvhouN9P6UUsftABeiYpjdsTWBNdRLR624d53fHt3jUx9/ertLG1r/IjtibnEk\nIYTPPFtSu4LmhsRnF+eyJXYv3qZuNLWqpzG7r0MUlVxP34OdviuOhuU7eutdxcHAHTt9V25lHsDX\nosPfct8w0TGmr2MnVj/exuX02zSykuZkvYrBbo24lvaYOcFHqGXhqNakkIeZqURlZ2Lzh4ZiVHYG\n/Y/sILCqFyN8/InNyeJMfBQKpUjPatUx0X39BlVXS4ul3T5g1K4DTDl8Epkg0MNH9e9ti+pV/+fn\na+GxOFtbUOOPDefVsFhC458wpkOp06lUimVutqpka86q6X35ad1p1u+9RnBYItPGdKSCxFIXQ0M9\nDJ1KP5e83ELOnnlAhw98kckEft96BVNTA7r3/PN+cfH8I2r9IRlV3t9FBxcrBk3qyMcT2nHt9AOO\nb7/OztVn2b7iNNVqOtKiS22advTB0ka6pNO7xFvlvImimCwIQpwgCO6iKD4CWlKaQn0AfALM/eP/\n+/7BZT4n4XEqF4/c4/yhIKJCE5HJBHwauvHR+HY0alsd/TJ2UmqakhIFO7dfY8vGSwAMHd6C7r3q\nPd9dlTe2FUxIeJLNkB4NaN9ENWdp55VgZu08RTUHa5YPC6SCifR6vGK5nDG7D3I+MpoZ7VtJujG/\nyP7IUObeOE/nKh584ae+BEZoVhJzgo/Q0LqqRmVBADbE7KJQUcTQKn3+to1DWO5VMorj6VJx0vtG\nBYkIgkAdy04cSlxI9NO7VDYu/0kYAK3tmnDyySXWR++itoU3BlqaGTQuE2TMqd2V7mdXMOHmDn5v\nOhRDbWmNWY0cnFl65ypjzxyksqkFBx8/4lMff/q412ThrUtkFhWQXpCPrZEx3Q9s5Xj3gW+0qaut\nzbLunRi1cz/fHDoBoNZ9IiMvn/CkNEa2bYCejjb3YpI4cvshdapWfL4Jfea4lTWSpa+rwzfD21LL\noyLzfz3Fx19tZOroDtStrl7U38BAFyMjPXJzC9DT0yEq8gkfD/zzvnbkUBBxsenMnNtLrfOoiraO\nFo3a1qBR2xpkpOZwZt9tzuy7w8oZ+1g9az81/KvSpENNGrapgYW1yd+6treJt6rmDZ7Xva0BdIEo\nYCClkibbAScgBugliuJrp/r6+fmJN2/e1OjaRFEkMiSBqydDuHz8/h/D4MGztjNNO9Z6K3YFt248\n5uclx4iLzaBh42p8OrY1tn9jAahcrmDK0kO0beRJ83plr6kTRZGlhy+z5uR1Gnu68OMnHTHUk959\nWySXM3rXQc5FPmZ6+5b08VVPf+1KYiwfH92Jr409G9v1RF9bvX1PTkkBvc6tolghZ2fzEVjqSXdS\nXyYo6yHTHyyhe6V2fOhU/gLPUPr32/B4PAWKHIa7rkYm/LdqVTSJXFnC8vAB2OpXobfzjL/tvGG5\nj5kcPJ/ODi35xKW7Rm1feRLJ0Cub6Ozow+zaXSXbySsuZntYMPZGJjgYm+Bhac28G+fR19KhWSUX\n/O0dARh5ah9f+jWlslnZovZFcjmjdu7nYlQMMzq0kpRCBSiRK/hiwyGszYxo5OHCmpPX6VDbg+bV\nq1DRsvQ+rFAq0ZLJKCguQSYIZOYVYGdRNickMi6NbxYdIDYpg4Fd6zOoewPJadSXWbbkOI0aV6NW\nbRcSEzIZP3YTk7/tQi1fZ5WiheVFTHgy5w7e5fzBIBIepyKTCXj5VaZh6+r4t/LCQUOdsf8kqtS8\nvXXOm6bQlPP2NKeAu1ciuHnuITfOPiQ9Oft/vjSN2tXApuI/LzuXlJTFymUnuXghDIeKFowe24Z6\n9au++UAVuR4cw+FzIUwZ9X/snXVglWX//19n3d3drGBNDEbXSEFABUEQxMIWu+vxsRUDpSwQpXvE\n6BobS9hYd3efvn9/TBD9Gmy7z8Dnt9ef29l13dvOue73/Yn3Z/JfHhpXi19vFLlSyaubD7Pv4hVu\nHxrMi3PGodOLDtyug3gPpwqKRBFuAJ+mnGVP/hW2TZ+PuX7vohKCIPB44s8cr8phw/DFoqZLZSo5\nT6S+hZZEiw9DXkBfu2/sZwrakvm55CUmOz5CmGVsn+z5v8yZ2s2crP2epV5fYGfg2Wf7fpW/kaPV\n53gv5Fk8jV1FXfvzK8f4KvsEb4bOYLa7OHOYd+dncaWhjlhPPwbadPk1HizK5Y3zx9g2/S4cjG88\nMvO7c2PyOO4M79m5oVSpeWtrPCYGegx0c2BiqN+1CJtCpUJXW5vqpjZW7T+DtpYWqYUVrJgSzYSQ\nG3vY7ZQq+GBDPPtPXibU34XXV0zBzrr3EagfvzvN8WNZhIS60doqxdXVioWLY24J4XY9giBQdKWS\nMwczfhdEcfGyZfCYACJG+hMU5Ym+Qe+Np/uafvFGz8WbtFNOVnIxGQn5pJ7NJTutFLVKjaGJPuEj\n/BgyNpCoMQFYWIvjidRbOjpkbN54ji2/JKCtpcX8u6OZM28IevriZsSVShVrt53j+10JeDhZs+ql\nuT2uu7iepvZOHl+/h+SCch6ZMpxl46N6lXLrVCh4aOtuzhaW9OoJ+s9oV8gx1u29GFqXe5qPMo/w\nTPAk7vEeJsKV/cZ3RdvZXXGE14MeJ9i8bwxyBUHgh6KnaVXUcb/PWnREcOv//51OVStf5NyDn9kw\nZjiv7LN9WxXtPJryOvYGNrw98Gm0RZyBqxLU3Hf2B1IbStk0chn+5j1vQoKuz+O9h7azwD+EGb9O\nW4gvyWdnXiaxnn5M8ex+Y5Ls11KL43mFvDxxDAsje+4peTXCdjU9Klcq0dPRoUOm4I4PfyQ23J+5\nwwZS0djCm1viWbVsJg4Wpjd8/u0/eZkP1sejp6vNi/dPIuYGZ0P/HakpxRTkVzN4qA8uLla9Xq8v\nqCyp58LRTBKOZpFxIR+lXIWevg5BkZ6EDPNh0FBvfIJd0O2BX15f0y/euDHxJggCNeWNZKeVkJ1a\nwuWLReRdKkOlVKOlrYVvsDNhI/wIj/EjIMzjljIRVKnUHIpLZ8PaEzQ0tDNuQhD33T8WGw3UAFTW\nNvPq5/vJyKlg2uhgnlo8FgP93t+gi2sbWbFmJxUNrbw1fxKx4T3vAgVol8t5cEtXV+l/pk1k9qCg\nXl+j2JyvLeC+sz8wwSmgV/YJf0ZeaxHPZ7zPWPtoHvReINq6/0RhWzKbS15iosNDRFhN67N9/9eJ\nr1pDYsMu7vdZg6WeODNub4RTtYl8kruBpZ7zmOI4WtS162VtzDn+NfraOvwyajlmuj3vgq5ub+PR\nY3tZO3EWpnr6bMxKJaWmkgh7ZyZ7+GLZQ+9FuUrFYzv2EZ+Tz7PjRrJ0SO8aONbHJzJ7aDAWxl3X\nM//jnwhwtuXleeMRBIGmdimr9p/h6ZmjMOrmuVpS2cDLn+0jp6iG2RNCeOTuURjoaf7h6cC+NGJG\nDsDEVJzaSLGQdshITygg5XQOqWdyKcqpAkDfQBe/EFcCIzzxD3XDb5DrTS9x+jP6xRv/V7xJO+WU\n5ddQnFtNUXYl+ZkV5GeW09LQDoCung5+g1wJivQkKMqToEhPjG+xN+ZVEi8UsGb1UQryawgIdOah\nR8YTENi7Yeh/xZFzV3h3TVch77PLJjAhuucmudeTmFfKExv2oC3R4pN7pxPm1bvrb5PJWPbzTlLL\nK3lv+iRmBPdsYgRopiUeoKKjiXknvsFSz4jNI+/DWFe8hhaFWsEz6f+lTdnBJ6EvY9xH1iCCIPB9\n0ZO0KRr6o24i06qo56u8JQw0n0Cs0yN9tq8gCLyV9QVXWvL5JOxlbPXFjcAk15ew5My3xNj78tng\nO9DqRXTvs5RzHCjKwdrAEC2JFosCQgmzc8LasMsj72r0q7soVCqe3nWAA1dyeXxkNA+N6LnP2dkr\nxbjamONqY8GXcefIr6rnw8W/PeRsPp3G6axC3r9nKoY9EF5yhZLVm0/z0/6LeLlY8/qKqfi4izuv\n9HqKi2pZtngNpmaG3L1oONNnRqB7CwU2rqepvo1LFwq4lFhI5sVCCrIqUCm7jOKt7c3wDnTGM8AJ\njwEOuPs64OxpK3rWqjv0izfAzydQeHje61QW11NZXEdNRdO17+noaePu64B3oDO+A13wG+SKp7/j\nLR9Wzc2pYs3qoyRfLMLRyYKl941m1JgAjQiN9g4ZH357lAOnMgn2deT1FVN77fJ9le3nL/HWlnjc\nbC34fNlMXGz+j99yt2jqlLJ083ayqmv5cGYssQHdSxduy72Ehb4hulpajHTpqi8SW8BJVQoWnVpP\ncXsDm0feh6epuMW1m0p2s60sjhcCHiLCsu9sOjqUzfxU/CIRVtMItZzcZ/v+/0Jc5RekNR7kQd91\nmOlq7ob8R2qk9TyR+haBZj68EPCQ6GfMxoIE3sk4wKP+Y7l/wMherXWprppmufT/eC4q1Wp0fk1b\nXqgqQy0IOJuY4WZ2Y+eNUq3m+b2H2HUpi+XDonhq9PAe/x2unief7z9LmJfTNcPxE5cLeHFTHGse\nnEOAi12vzp2E9CLe/CqOljYpD945gjtiIzRWq5abU8U3q4+ScrEIB0cLliwdyZhxQbdUbdyfIe2U\nk3+5nNyMMnIzSsnPLKc0vxa1qkvQaWlJsHOxwtHNGkc3a+xdLLFzssTGwRwrOzMsbEwwNNYX5fMg\nCAIdbTIaa1tpqG2hrrKJcbMi+8Wbi72XMMJtIY5uNji6WePiZYurtx1uvva4eNr+q5ybS0vq+Xb9\nSU4cy8LM3JAFC4czfWY4ehoSm2nZ5bzx5QGqalu4Z9YQ7p09rFcNBFdRqdV8vOcU3x9PZpifG+8v\nnoqZYe+im3Vt7Sz5aTsFDY2smj2Vsb7da9JY9euT+xhXLzLqqrE3MuH9kV0iRCwBJwgCL6bsZFdp\nGqsG38lYR3Gil1fJbyvhufT3GGk7mEd8F4m69o0gCGoEhP4OUw3QLK9mdd59hFpOYpLjw326996K\no2wo2sojPvcw2k5ch31BEHg2eTv7yzL4augCYuzFmfZyFYVaha6WNrUd7TwQvwtXU3MEQeBKQy0b\np8zDxvDG6nXVgsBrcfFsTsng7ohQXpo4Gq0enAmCIKBUq3n6231EeDtzV0woCTmlvPzTQV6ZN54x\nwd6iNAY0tnTw7ppDnEzKJyLQlZcenIyDjWbSg4IgkJRYyNqvj5GfV42Xtx2Ll45kWLTvv8oqSC5T\nUlZQQ0leNaV5NZQV1lJZXEdVaQOtTR3/5/V6+jqYWhpjYmaAsakhBkZ66Bvqoaung46OVte4S4kE\nBAGVSo1SqUYuVSCTKpB2yGhvldLW3ElLUztKuep3a8cVftgv3jRhFdLXVFU28eP3Zzh0MB09XR1m\nz41i3p1DMenGUPfuoFCqWLv1LD/uTsTB1oxXH45lkJ846djWThnP/rCf01lF3DUilJW3jeq1IKxs\naWXxpm1Utbby5ZwZDPe8cd8jQRCQqpQ8cGQXKyNjCLaxR6pUcOe+n3E2MeOLceJZbPyYf57/XIrj\noQGjeNh/jGjrAsjVClamvUuHqpNPQl/CWKdvRir103fEVa4ivekw9/usxVy375zmVYKaly99SHln\nNZ+EvoylnriWQ51KOfNPraOqs5mfRy3Hzbh36dn9hdm0yuXXzLMz62u45+BW5vgG82xUV3TvxTOH\nsdA3YGU3fBoFQeDd+JNsuJDMrIGBvD11Ajo9tOcorG7g2R/242xljoGeDqOCvJgcNkDUSL8gCOw5\nfolPvjuGtrYWTy4ey+QRmsnQQJfp8PGjmXy3/iTl5Y34Bzhxz70jiYzy/FeJuD+jo01KbWUTdVXN\nNNS00FTXRktjOy2NHbS3dNLeKqWzQ4ZcqkAuU6JUKFGrhF8fZiVoaWuhraONvoEuega6GBrpYWxm\niImZIaYWRphZGWNpY4qVnRm2jua4etv3i7d/s3irrmrmp41nidufhkRLwvQZ4dy1YBiWVprrcM0v\nreP1L/aTW1zL9DHBPLZwDMaG4thMFNc28sjaXZTVNfP87WOYG917646ihkYWb9pGi0zGmnm3EeHa\nM5H5dsJxhjq6Ms7tt4jdvL0/EWhtx2vDxvX6Os/XFrD83A+Msvfj017W9/wZV7tLXwp4mDDLW69B\no5/e06yoYXXuMkIsJzDZse9q3wDKOqp4Ou0dwi2DWDlgueg347L2Ruad+AZbAxM2jVyGsU7P60Dl\nKhXZjXUMtLEns76GFUf3cE9QGPcE/mZL8kHSacLtna6N3LpRBEHgi9MJfHbqHBP8fPjotlj0e+j1\n2C6V0yqVYayvh6mh5ozcy6qbeOurONKyyxkV5cMzSydgJdKA+T9DqVRxKC6DH78/TU11C4FBzixc\nHPM/IeL6iv6aN/6d4q2ivJGfNp7jUFw6WloSYqeGcNeCaGw12BWjUqvZtDeJNVvOYmKkx3P3TWSk\nCC3nVzlzpYhnvtuPtraEjxZPJ9Kn9+O5MqtrWPrTDgQE1t85m0CHnkcjfrqSxtpLF9kUOw974y5x\nXNbazAcXT/PC4FHXRvH0hJL2Bu48sabrxhSzTNQGBYDMljxeufQxE+yHc7/3fFHX7ufW4mrt2/0+\n32Ch1zuLje6ys/wwPxTv4HHfJcTYRom+/tmafO4/9yNjHf35OGquKA84W3IuUdHWwmPh0de+tj33\nMmsyEvlo1BQCrHt2ZnyfmMJbh48zzMOVL26fgUkvjMQ11Rh1PSq1ms37L/L1z2cwNtTj6XvHMW5o\n77r6/wm5XMmhuHQ2/nCW2poW/AOcmL8w+l+XTr0ZdEe8iRsG6KdHFOTX8M6bu1h892qOHM5g2oww\nvtv0II8+MVmjwq2ovJ77X93Mlz+dYkS4FxvfXyyacBMEgfXxiTz8zU4crUzZ9MR8UYRbYkkZC3/c\nip6ONpsWzuuVcAO4yz+EWA8/btv9I6WtzQC4mJpT19lOk0za43XbFFJWJPwEwKohd4ku3DqUnazK\n/Q57AxsWecwWde3r+ePD3f/qw96tznCbO5BIJJyu3dTne093GoeviQdrC3+hUd4s+vrRdt48HTyR\nI5VZrM4+2ev1BEHgYnU5Fga/lZd8lZbAmwnHeD16fI+FG8CiqDD+O30SF4rLuGfTVho6Onu81p8J\nGZVazfr4RDpkih6vez3aWlosmBbFd/9ZiKOtGS99upcXP9lDQ/P/reUSCz09HabNCOf7TQ/y+FOx\nNDV18MoLW1l+71riD1+61u3ZT+/oj7zdJARBIC21hF82n+fC+XwMDHWZPjOcOfOGYK1hA2ClSs3m\nfUms2XoWA31dnlo8lgnR/qI9FXXIFLy6+RAHU3OYGOLLG3dN6rZ/0Z9xLLeAR3fsxcnMjA13zcbJ\nvHfC9nobgc9SznGoOJcpngO40lBLXWc7G2Pn9ehvohLUrEj4iTM1eawZtoghtuI75H+e+z0nahN4\nM/hJ/M3En6TxR1oV9ZjqWgNdDQog6X+K7mOOVH1DUsNu7vNejbV+7x+EukN5ZzVPp73DQPMBPO//\noOj/e0EQeCFlJ7tL0/g4ah4Tnbo3E/mPxJfk81bCMWZ4BVDZ3kpqbSXfjL8ND3NL1ILQo6aD6zma\nm89jO/aJdhZdJSm/jGVfbMXLwYpPlszAzbZ3nfjXo1Sp2bgnkXXbzmFkoMsT94xl4nDxzv2/QqVU\nczT+Mps3naO4qA57B3Nmz4kidmoIRjdp/vetSn/alFtXvCkUKk4cy2Lblgvk5lRhYWHEbbMjmTEr\nAjMzzXtz5RXX8s43B8kqqGZUlA8r7x0vyqSE66loaOGujzdxz+gIloyNFOVw2J5+mRf3HSbAwY61\n827Dyrh7tRvbcy9TL+1AT1ubu/1Dr4m2q3YCACfLCmmWychpquOxsOgeFyX/91Ic3+ef55VBU7nD\nU/w007n6FD7IXtMns0sT6rZRLy9FqmpHIcgYabsQR8OuzkBBUCMRuYavn7+mXdnEV7n34mM6mNtc\nnuvz/a92n2rKjkamUrDkzHfktFTzQ8y9BJj3zpg4riiHdoUcCRKmePphoKMrinC7SmJJGQ9s2Y2R\nni7r75yFr6049j9nrxTz7A/7UasF3l4widHB4j6cFZbV8/bXB7mcV0l0qCfPLBuPvbXmDWvVaoGE\nc3n8svk8GemlGJvoM2VqKDNnReDgKJ5I/TfTL9649cRbfX0b+/aksHdXMg0N7bi5WTN77mAmTApG\nX4So1D8hkyv5dmcCP+y+gJmxAU8uHsu4oX49ElY3UqvR2ikTpRhXEATWJVzkvaOnelxnsis/i3cv\nnODFIaNZd+kiEfZOxHr4EWbnJNpBfpUtRRd5LW0PCzwH88KgKaKuDVAva+LJtLex17fmnYEr0dHS\nnD1Hq6KOjcXPMc3pSUx1rMlsOUFC/XY8jMOY5PgQhtriT/Po5+85UfMdZ+t+ZonnKhwMNR9xvR61\noOZCQxpDrEI1Fq2plbZy54k1IIHNI+/D1kC895iYwu0qV2pqWbZ5B1KlktVzZxLZw8apP1Le0MxT\nG/aSWVbDfRMG89Bk8QbQQ1fWYUtcCl//chotiYQH7hjB7Imhou7xd1zJqmDrLwmcPHEFBBgW7cuM\nWRGER3j8fx3R7xdv3BriTRAEUlOK2bMrmTOnclCp1EQN9mLWnCgio7z6zNAwObOU/649TEllI5Nj\nAnl84WjMTXse5bvej0iTRbdqQeDdIyf4NjGFKQF+vDd9Enrd7PBSqdW8n3QKT3Mr7hgwkBa5jC9S\nz6NUq5npHcAg267i7x15mQRZ2+Fn2fOn5/O1Bdx/7keG2nrxxZC7RBdWakHNG5mryGkt5IOQ53Ey\ntBd1/T+S35pIcuM+5rq9du3/rFQriK/+Bpm6g0kOD6Ov3W9N0pdIVW18lXsvTkb+3OH2xs2+HI2Q\n1VTJwtPr8TWzY8PwxRho39pTO8qamlm6eQflzS18ODOWSf7ieNbJFEre2XaMHQmXGOLryrsLp2Bt\nKu7nrbK2mf+uPUJCehEB3g48t2wCfh59Z0dTU9PCnp3J7N+bQnNzJ65uVkydHs6EScGYa7Az9lal\nX7xxc8VbXV0rhw9mELcvjfLyRkxNDZgUO4hpM8P7dNhvU0sHn286yb4Tl3G2M2fl0vEMGeTR4/Uq\nG1t4e+tR7M1NCHCxY/bQgWhpSTQi4ORKJSv3HORAVg6LIkN5YUL3zDGvv6Zd+VnEFeXw4uDRuJia\n066Q83HyGVRqgVeHjQW6utNmePujr92z9v/81loWnFyLvaEZP8YsxVRXfC++q11/D3jPZ4L9CNHX\n/yNqQcWhqq9wMvRjkMXEa19XCUoOVn5OkPkY3I1DNH4d/fyec3VbOF6zgbvd38PVuO+mafQlRyqy\neCzxZ2Kdg3k/4nbRz5fM+hqyGmq43Vecv19DRycPbNlFWnklL08cw929GGj/R3YmXObtbfGYGxnw\n3qKphPdylOAfEQSBw2ev8Mn3x2lu7WRebDjL5kSLZhV1I8hlSo4fy2LfnhQuXypDV1ebETEDmDwl\nhNBw9y7j2/8P6Bdv9L14k0oVnDuby+GDGSRdKECtFhgU4krs1FBGjvbvk9ToVdRqgb3HM/jip1O0\nd8qZPzWSe2cP7dUw+dZOGSvW7GRUkBeBrvbsTLiMtpaEtxeIPxKpuVPKw9v2cKGkjGfGxrB0SES3\nD++S1ibsDLsaP2QqJR9cPE2YrSMjXTywMTSmXSFn9u6NPBU5gonuvXtSrpe1Mf/kWjpVCjaPvA8n\nI/HrN/LbSngh430iLAeycsB9fZZaKG5P42DllxjpmDHR4SHsDLqaLzYWPUeI5SSCzcU1He7nn1Go\npazOW4aFrgN3e7x/y6WZ1IJaFLuPNTmn+CQrngcHjGKFyObWjx7by+78LN4bOZl5fgNFWbNToeDJ\nXQeIz8ln2dAInh4TI1qa9kp5DU9/u4/yhmYemTKcxWMiRc/ctLRJ+XLzKXbFp2NjacJjC0f3uLSm\nNxTk17B/byrxhy/R2irF1taU8RMHMn5iMO4e4o4VvNXoF2/0jXhTKlUkJxVx7GgmZ05l09Ehv/ZG\nmxQ7EBdXa43u/2dkF1bzwYZ4LuVWEurvzMp7x+Pl2vs3fIdMzge7TvLIlOFYmhiiUKmY/va3PDh5\nKDMHB4ky2gWgvLmF+37eQXFDE+9On8T0oO6Pktqee5nV6ReItHemVS7jjejx5DTWsSXnEoMdXYi0\nd8bL3IoXzxxmjIsn4917bo/SqZRz79muIusNwxczyFL8LsBOlZSn0/6DQq3gw5AXMdUVt8HkRjhV\nu5G0xoO4GgUjkUhoVdSxwOO/fX4d/XSR3LCPg1VfMNf1NXxMB9/sy9EIgiDwSmnMAGUAACAASURB\nVOputpek8J/wWcxwFS/KK1Uque/wDk6VF/H+yFjm+okTgVOp1bx56DibktOYEuDHR7dNEU3AtUll\nvLb5MIfSchkR4MHb8ydjaSJ+k9ul3AreXx9PTlENkcFuPHnPWDxd+v5eJpcpOXMmh8NxGSQlFaBW\nCfj42jNmbCCjxgT8TzY59Is3NCfeZDIFyUlFnD6VzdnTObS2SjE20SdmpD/jJgQREup+U4bzNrV0\n8M2Ws+yMT8PC1IgVC0YSGxMo2lNTS6eUx9ft4ZEp0YT9Gra/kFvKCxvj2LZyIebGvU8TXq6q5v5f\ndtGpUPLF7dMZ6uHa7TXymupZfngnq8ZOw9bQmB+yUtmZl8nOGXdT1NLIgaIckqrK8bGw5kJ1GXtv\nW4SZXs8aK1SCmicTtxBfmcUnUXcw3imgR+v8E6tyv+Nk7QVeC3qcIHNxZ0D+FVc7SVWCEm1JVypZ\noZZS2JaMtb4b+lpGmOj2XQlAP79HJSj5Ju9+9LQMuNdr1U3t+q2R1tOiaKWooxx9LT2aFa3Uyxvx\nMXFnuM0N3Yf+Erlayf3nfiS5voS10YuIsvEQ56IBqVLBssM7OF1eLKqAu9pk1S6T89io6H/+gW6u\n/fOZNN7feRJLE0PevTtWFP/MP6JSq9l5JJ2vfzlNh1TB3Elh3Dt7KKYinPM9obGhjWNHMzl6JJMr\nWRUA+A1wJGbUAEbEDMDVre/FpSboF2+IK97q6lpJTCjg/NlcLl4sRNqpwMhYn+hoX0aNCSAiylNj\nQ+L/CaVKzY4jaazZcpaOThm3Twxl2ZxoUT9kV6Nqm0+n8tOpNHY9f8+17721NR4vOyvmjwzr1R7H\ncgt4Yud+LAwNWHPHbT1uu2+Ty3kr4RjPDx6FqZ4+WhIJnyafZVveZbZPn4+NoTFJ1eVUtLUw2tWr\nx8IN4D8ZB/ixIIHngiez0Htoj9f5O47XJLAq7zvmuUzhDrdpGtnjnxAENWpUaEt0r/ua5t3h+/l7\nMptPsKv8v0x3XnnT0tdV0jq+zPsBVyNH/E29KeuswlzXhINVp7A3sOEpv2Xoa/eudqpZ3sndp9ZR\nJ2tjY8xSvExtRbr63wu4/8ZMvjYXta9ol8vJq60nxLl7tihZZTU88/0+SuuaWT5xCMsnDOn1rOg/\no7Glg69/Ps3uYxlYmBpy39zhzBg7sM+6Uv+MysomThzL4tSJK2RfqQTAxdWKYdG+DBnqTdBAV3R1\nNdeFr0n6xRu9E2+dHXIyMkpJuVjExaRCCvJrALC1NWXIMB+GxwwgNMz9pr9BzqUWsurHExSW1xMZ\n7Mbji8bg3csU6eWSKuRKFc7W5tiZd9WMXX+jXv7VNtxtLXlxTleh/+qD5/Gyt2JiqF+P9/w+MYV3\njpwg0N6W1fNmYmfSfZPiKw21tMpl2Boa82bCMUa6ePxupuFHF0/TIO3klaFj0dPu/f/tu/xzvHfp\nIHd7DeH5gbG9Xu/PqOisZmXau3iauPJ60GNoSzT7flMJSoraUijpyMDHdAjGOpaY69peE20qQUFB\n20W8TCKvReP6uXkIgpr1BY8iV3ew3Ofr34nrvmR1/ibalB08PWAZl5tzSWhIBWCW80TRhtmXtTcy\n/9RaDLV12RizDBsD8YzMpUoFy4/s5ERZEf8ZMZH5/n3ThCNXqUgtq+TdoyeJcHHixQmju/Xz7VI5\n72w7yp6kLMI8nfjP3bE4WWnGry27sJqPvztGWnY53q42PHr3KAb3ovlNLGpqWjh7OodzZ3NJTy1B\noVBhaKhHaJg74REehEV44O5h86950OwXb3RPvDU2tpN5uZzMS2Wkp5WSk12JSqVGV1eboGAXIgd7\nMXiIN55etrfEmyCvpJbPN54kIb0IZ3sLHlkwkpGRPr2+tk0nU/j6cALjB/mSlFfGe4um4OVgha62\nNgqVCl1tbVo7ZTz0zQ6ifFwxMdBj+/lLPDVjJGMGdt9zSqlW887hE/x4MZVxft58OCMWI73u34AO\nFefy8cUz2BmZ4GJiRqynH48f388jYUOvCbicxjq+y0zh7eETur3+H4krv8TTSVsZ7xjARyLNYvwj\ncrWCFzLep07WyIchL2Ctbyn6Hn9kX8UnKNRSjHUsaFHUYq5rj7OhP+7GoRjpmFHVmUdZZxaRVtM1\nfi393Bh5rYlsKX2ViQ4PEWHVt5FZlaBG+9f3/lOp7+Bm7IRMJSPUIoiJDiM4V5eMGjUKtZLRdr2P\nTGc0lrP4zAa8Te34dvhijHTE64aUKpU8GL+Lo6UFvBE97ncPfppELQhIFUpeOXAEa2Mjnh03sts1\ncnuTsnh761G0JBJenjeOyWGamV0qCAJHE3L48qdTVNQ0MzTEg4fnj8THTbxIaG/o7JCTnFxE0oUC\nkhILqKxoAsDCwojgQa4ED3QlKNgZbx/7m5Yp+yf6xRt/Lt4EQaChoZ2C/BrycqvIzaki50olVVVd\n8/p0dbXxG+DIoBA3QsLcCAp2wbAP26X/ier6FtZsOcuBk5kYG+mzZNYQ5kwKQ1en9xGZdqmclzYd\n5PHpI3C3tWTN4QtUNbYwLTLgWo3bVQFXVNNIYXUD8Rl5zI0eSIiHU7f3a5XKeHznfk4VFHHvkAhW\njhnRo1D8ybJCXjt3lFVjpxFkbc+iuC28PXwi7Qo5dx/4hYdDhxHj7M7x0kIOFufyw+Q5GOj0PEJx\noa6Q5ed+ZKCFM2uiF2rMg+qb/J84WH2KF/wfJMJK86kcmaqDX0peYb7Hu2hLdOhUtZLVfJLSjstY\n67swwrZ/8P2tiCAIbCx+hgZZBQ/4rkNPq29rkhRqJW3Kdn4p3cfJ2kSeHLAUf1NvXrv8Cbb61viY\nuHO6LompjmMYZ9/7+q9jVdk8mrCZGHsfPht8p6heijKVkhVH93CoOI8XB49m+SDxp6P8EblSiZ6O\nDheKy/guMYUv5kynRSrFzKB7/8eyuiae+zGO9OJKpkUG8MLtYzAx0MzoKblCyZaDKXy3M4G2DhlT\nRgaxbE40Djaan9LQHaoqm0hNKSYttYSMtJLf3ee9vO3wG+CIr58DXt52eHjaYmBw8/0E+8UbMGhQ\nqPD5qs1UlDdSXtZASUk9JcX1tLb8NkjYwcEcP39H/AOcCAh0ZsAAR/T0bz1F3tzayXe7Eth2KBVB\ngDmTQrnntiGYi9xp9Mz3+xnu787MwUEIgsCne09joKfLnGEDsTHr6nBsbpdiaqjfq6aMksYmHtiy\ni6KGJl6dNJY7wnouTlJrKmlXyhnu5E5FWwszdv1AsI0DUfbOtCvkVHW0YaCtQ3ZjHavGTMPJpOcH\nTHZzFfec3oCtgSk/xNyLhZ5mTCTP1F3ko5x1zHAazz0aHDp/PQq1lAOVqzDSNmeYzTyMdbo6uepk\nJRyo+IxA89F9Htnp58Yo67jMD0UrGW23mGE28/p8/43Fu2hStDDI3J9jtefJbytmtvMkZjp3RbmT\nGy+ztyKeZ/0f6HX9G8DPhYm8kb6POe7hvBYyXdRsiEKt4rFj+9hXmM1TESN4NGyYaGv/FY0dnbx+\n8ChRbi4MdLRnzblEBjo5sHxY98SjUqXmm8MJfHMoAQcLU95aMIlIb83NwG1u6+T7XRfYejAFgNkT\nQlk0czCWZremuW5dXSuZl8u5kllBTnYlOTlVdLTLAJBIwMHRAjd3G1xcrHBytsTJ2RIHB3Ns7cw0\nLuwEQaCluRMLS+N+8ebk6C0E+i0FwMLSCDc3a1zdrPHwsMXLxw5PL7s+mSXaG9o6ZPy8/yKb9l+k\nUyonNqbrCcfRtvdPOE3tnby/8wQ+jjb4OtowIsCD749fRKlSMzUiAHsLEwqrG/h47ykemDiUQFd7\nkvLKOJ1VyPKJQ3s8aP5CcRkrtu9BEAQ+mz2NYR5uvf5drvJe4inM9PR4IGQIG7NSyWyoZUXoUByN\nTWlXyDHW7fmNo7yjkQUn16ElkfBjzFKNeLnBrx2sqW9jpG3Am8FPanT81R9pVtSQWL8Ta30XnAwH\nYKnnhJ6WIUXtqWQ0HWG689N9di39dI9fSl6lvCOLB3zX9fnYsmZFK+a6ppR3VrOhcCvz3WbgZfJb\np/j+ymOAhCmOo0Xb89OseBpk7bwSMu1a6lYslGo1K08eYHteJg+FDOGZyBjRBKIgCKSUV1LT2kZG\nVTWpZZUIQISrE8M93EkqLadNLietvBI7UxPenzG52zW6aUUVvLAxjrL6ZhaNjmBFbDT6upoLSlTV\ntbB2a1dGyEBfh3mTw7lzaoTowQWxUasFqiqbKMivobCghuLiOkqK6ykva0AmU/7utaamBlhZm2Bp\naYy5hRFmZoaYmBhgbKKPgYEu+vq66OnpoKOjhZa2BAkSBARUSjVKpRqZTIFUqqCzQ057u4zWVikt\nLZ00NbbT0NBOQ30bcrmS+JMv9ou3gQNDhR3bD+LoZIGxsWbCx5qivUPGlkOpbNqbRGu7lFFRPiyf\nO1wUvzZBEKhpbufRdbuI9nfHydKMuJRsZg8NJsLLhS/izhIT4MmIAA+M9PX4YNdJOuUKXp47Dvgt\nzN8TNien88ahY7hZWvD13Jm4W2nWp2fhgS08N3gkQda9GyPVIGtn4an1NMjb+X7EEnzNNDuWqkXR\nhkKtxFq/b3yMyjuuYGfgia6WPrmtCeS3JaEt0cFExwptiTa5rQn4mUYTZT2zT66nn+5TIy1kXcHD\nDLOex2j7xX2699WGprjKE0jVMm5z/m0ax96KoxyqPsWD3gsIMOu5n+Kf7QlodDTfS2cOs/FKGvcE\nhvHasHG99msTBIHVZy/wyYmzLIgIJdLVCQNdHQY6OmBrYsy680lcrqrh1UljMTc04P2jpwhysGNy\ngF+3977qy7n1XAbeDta8PX8Sga6aPbeKyutZu/Us8edzMDbUY15sOHfGRmBmcnPsRXqKWi3QUN9G\nZUUjVVXN1Na2UlfbQkN9G42NHTQ3d9DS0kl7mwyVSt3t9fX1dTAxNcDMzBALCyMsLI2xsTXF1taU\n2+cOuWHxduvlCEVCX18HH1/NvlnFpq1Dxpa4FDYfuEhLm5ToMC+Wz41mgKd4v4dEIkFXR4sBTrY8\nNrVrxFKAix0PfL2dHc8sYlSQF0l5ZVQ3t7FwVDi62lp4OP9WkNoT4SZXqXjn8HE2Jacz0tuDj2dO\nwVTkeow/Wlfsys+iWS7Fybh3Ucp2hYwHzm+ksrOZtdGLNC7cAMx0xeuk+ycuNx8nt/U8t7k8B4Cv\n6RA8jEMobk+nRVFLrayYQPPRhFlqpqO2H3GwM/AkwGwUSQ27iLKeibGO5htcrnL1c1ctq6dF0YZa\nUNOiaOObgs2Ud1bxvP+DWOtbUtFZTXF7OY6GdngY9y6dd6OiraKjiWppC2FW3Yvwa0kkvD18Aka6\nuqzJSKJNIee9mMno9MIiQyKRcH/0YCqaWylvbuapMcMx1uvKBihUKnxsrdmUnM72jEyWDA5n5dgY\nOuSKHolGI309Xpk3njEDvXn958Pc/clmlo6PYvmEIaLUSP8ZHs7WvPXYdBbPqmX9tnNs2H6enw8k\nM3dSGHfEht+y6dQ/oqUlwcbWFBtbUwb+TeOxIAjIZEo6O+XIZUrkciVKpQq1WkAQutbR0pKgo6uN\nvp4O+ga6GBrqieZS8T8bebsVBtPfKA1N7fwcl8y2Q6m0d8oZEe7FktnDCPR2EG2PhNwSLuaX4+Ng\njbutJR/uPsn7i6ZeM9f9Ku4ciXllrF8xl+SCcr4+eB61INAmlbNq2cxrNW/dpb69g0e37yWxtJxl\nQyN4anTPGhNuFJlKybbcy2y4nMzqcTPxtui5kaxcpeTB8xtJrC/i08F3MsZBM11cN5PvC59irP1S\nXIwCqejMoVlRTa20iCDzMVjra65eph/xaZCV803+/YRbTWOiwwM35RpevvQRVnoWtCs7sTew5j6v\nO0lryiKhPpVmRRvaWtoUtJXwzIDluBl3v9GpuyTUFvJq2m5eC5nOUFuvbv+8IAh8lnqOjy6eYZK7\nD5+NmY5BDzMP17PmXCL7MnP4Ys50nM1/e8Csa2tn5Z44Vo6JIdDBDkEQ6FAoiMvKRa5Scld4921M\nWjqkvLvjOHuTsvBzsuGNOydqPAoHXa4IG7af59iFHPR0dZg5diB3TY285RobbiX6Gxb4d4i30qpG\nNu+7yN4Tl1EolYwe7Mc9MweLGmkDWLX/DMcu5TMvehBbzmZw/8QhHEnPQ6VW8+Hi34rQ7/9qG/NH\nhjEqyIt2qZyKxhZ8HXueqs2orOLhrXto7OzknakTezTqqrso1CpOlhXhZW6Fp3nPow9KtYqnkrZy\npDJL9NE813MzzW4vNR/jdO1G7nJ7G10tA7aXvY2DgQ86El0K21OY4PAgLkaamRrRj2bYX/Epl5rj\nud9nLea6dn2+f6uiHYlEQouiFSdDew5WnaSgvZQgM188jV1xNXJkd0U8zfIWFnrM6pNrulhfzBtp\ne/kwci4+Zj37m2y4dJHXzh8l2smNNeNnYaLX+8aLksYmMqtqKGlqvtacoBYEVu6O456oMAY5ObA9\n/TIpZZU0dHSio61FVUsr386/HUPd7tccH7uUz1tb4mlo62Dx2EgemDhUo7VwVykqr+fHPYnEnc4C\nYMKwAcyfFomve9+/P291uiPe/mfTprcqgiCQeqWcnw9c5GRSHjra2sTGBLJgeiRujuKPGyqrb6a6\nqY0v75uFg6UpzlbmrItPZM2DtzP9P9+yNymLaZFdN2g/Z1tMDLoOJWMDvV4Jt21pl3k1Lh4bYyM2\nL7qDIAfxBKlUqaRZJsXe+P+mF3W1tBnn1n3PuetRC2peS9vDkcosng2eJKpw2195HEtdMyQSCUOt\nw5BIJKIN8u4u1nou+JgMJq3pEAVtF3EzHshY+64mH71aI2qkBf3i7V/GcNu7uNQcz5nan5ji9Fif\n72+iY4REIsFEx4jSjkoK2ksZYhVKgJk3htpdUf6c1kICzXr3Gb0Rvs07y0zXECKs3fEwsaZFIe3x\nWkuCIzDXN+DpkweYf+Bnvp10O1YGvUsDullaYGVkxHN7D/LUrgM8GD2Y4sYmcmrqsDMx5nheIanl\nlQxxd2VKYFfd2+M79tHQ0YmzeffF25hgbyK8nHl/1wnWHUkkPj2P1+6YQPivVlCawsPZmpcemMyy\nOdH8fCCZXfHpxJ3OIjLYjTtiw4kO9bopIyX/7fSLtz5CKlcQfy6bX+JSyCmqwczEgEUzhzBnYig2\nlpqrcXK0NGXFlGgcLExRqFTEBHry/fGL6Opo89q88Xy05xSdcgXGBnocv1TAyEDPXu0nVyp56/Bx\nNqdkMMzDlY9vm4qVkXhdR80yKcsP76RO2sGBWfeIMi3hegRB4P3Lh9hRkspDA0axyFs8q4Cv8jZS\nJ28k2MyPpMYMTtUmsdL/PrQkWn0u4PLbkrDV92CM/RLyWhPpUDURZXXbte93qJpRCD2/2fVzczDX\ntSPUcgrJDXsZajMXKz3Npyav52oUWSWo2V95HAtdM8ItgwColzWyt/Io2hItJjuMEn1vpVqFWhDQ\n0+66rbUrZcw+vpoQSxfUgoCNgQm7S9PwM7PH37z7JSmzfYMw09PnoaN7mLPnJ76fPAcX095NkDDR\n1+Pz26fz8fEzvHX4OK4W5iyPjsLC0JBjuQUMcnJguKcbWhIJyWUVpFdWYarf86ifmZEBb941idgw\nf97YcoTFq35h7rCBPDZ9BGaGmm0scLAx47GFo1kyayi7j6bzy8EUVr6/ExcHC26fEMrUUUE3bXbq\nv5H+tKmGKalsYGd8OvtOXKalTYqXizVzJ4czeUQABj202+gNdS3tPPTNTr5+YDaWJoacuVJEcU0j\nRy/ls2RsJMP9PXq8dkVzC4/u2Ed6RRX3DYvkiVHDe1Xg+0eqO9pYHLeVnMZ6Pho9hZne4keFPr9y\njK+yT3C31xCeC54sSkpTEARqZPV8nLOeVwIfwUinS8y+e2U1NdJ6Xg5cIdoYoRuhTdHAmvwHsNF3\nw9skilDLyRjpmKNQS9HVMqBOVsLOsne52+M9DLT7rnmiH3FoUzbwVe5S/M2G31R7l4+y1xFlNYgY\n2yguNmRwoSEdM10Tom3C8TR2/d2EBjE4VZ1LnbSNWe6/zVl+OGETi7yGYaVvxIW6IhLrishoLOfj\nqHkMsupZTeeFqjKWHtqOoY4uP0yewwArcSYMNHR0XnvQvVxVzebkDBZFheJra0OLVMoHx07jY2PN\noqgwVGp1r2uHO2QKvow7y48nUrAyMeSZWaOZFOrXZ2UcSqWK44m5/BKXQkZOBfp6OkyI9ue2cYMI\n9Ha4JaYZ9TX9NW/cXPEmlSs4cSGPPccyuJhZiraWhJFRvtw+IYTwQNeb9qZUqwXSiyvZeDKF9++Z\nSmZpNfWtHcQEel4bPt9TThUU8dSuAyhUat6dNpFJ/r4iXjkUNDewKG4r9Z0drB4/k1EuvYsQ/hkb\n8s7wweXDzHYL4/XQ6aJHwtYV/sJQqzCCzH/722ws3kVpZyUPey+8lnLSJIKgRiLR4lj1Bgy1TVEL\nKso7r+BpEkZZRybTnJ7kQsMOdCX6RFnf9s8L9nNLEl+1lsSGndznvfqmNZ7kthbxWd53OBrY0qJo\nY5x9NAGm3rgY/X4Iu1h1n/mttTx+4WeeCBzPWEd/dpemkVRfzKsh0/ilKIm8llpmuoVQ1dnCqqyj\nfBQ1t8fd41caalkUt5VOpYK1E2YxxNH1n3+oG3x3IZmcunrentJldLzq1Dna5QpmBgcQYN8lFtWC\n0Gv7EoDM0mpe/+UIWWU1RPu788LssbjZ9o1N0VWyC6vZfjiNQ2ezkMqU+LrbMn10MBOHB2Buemv7\nxYlJv3ij78WbIAik51Rw4FQm8eeyaeuQ4WRnzvQxA5k2KkijqdHukFpYwZ7ETJyszNiRcJnnbx/T\nq2ibSq3m89Pn+fJ0Ar621qyaPR1Pa3FtClJqKrj30HYkSNgwaTYhto7//EPd5KfCC7yVvp/JTkG8\nF3m76Maf0GVWGld1kif87sXT2BVBEJCrFawv2sI8lyl9Mr/0KgVtySTUb2Ws/dJfpyt8jlItY5Lj\nCrxM+mauYz+ao13ZxFe5S/A1HcpMl2dv2nXUyRqolzfha+KBBMl1aVUV2pKukgcxSwaymip5KXUX\ntvomGOvoM9zOm0nOQWwvTuHb/LNsGXU/VvrGnK8tQIKEwTYePRaOZa3NLIrbSllbMx+PnspUT/G6\n0fdnZvNdYgofzoxlXcJFWqUy7ggbSISrM1oSybVRhZ0KBeeLSkkur8DNwoK5ocE92k+lVrP5dBqf\n7z+LXKni3nGRLB03GIM+ngHa1iHj0Jksdh/LILuwBl0dbUaEexEbE8jQUE+N2ZzcKvSLN/pGvAmC\nQH5JHYfPXeHw2StU1rZgoK/D6MF+TB0ZRHiga58XYnbKFRj+zXD3TSdT+O/O48weEsyKKcOxNu15\n0W1tWztP7z7AuaJSZg0M5LXJY3vUBfV3xJfk81D8buyMjPl+8txedZD+FTuKU3gpdRejHfz4JOoO\ndDU41WB/5XE2l+xhqdc8RthEoS3R4um0d1jgdhthloEa2/fPuFC/AxejQKz0nFlfsILB1rPJb0ti\nhM18nI003xncj2Y5Vr2B8/Vbuc/7K2z0xZtk0lsUaiW6Wl2i4FRtIqWdlQD4mngQZTWo1+tXdjbT\noZSjI9HC0dD8Wg3c6uwTlLQ38ErINAy0dUVJ2zZKO1l6aDvJNRW8MnQs9wZH9Pr6r/LF6fNk19Sh\np63NC+NHYWlkiEQiQalWXytHeWDLLqyMjBhga83ezGxGeLnz2Miez5CtbW7jw92n2J98BScrM565\nbRRjgr1vSrYot7iGvccvc/hsFo0tnZiZGDBmiB8Thg0gNMBFo5ZTN4t+8YbmxJsgCGQX1nAiMZej\nF3IoqWhEW0tCZLAbE4cHMHqwL0YGfT/MXq0W2JV4mU/3nuGdBZOJ9nf/09dll9eSUVLFnGG9G3Z+\nrqiEp3YdoE0m55VJY5gT0rMnvr9jY1YqL509QpC1HRsm3o6tUc+85v6OvaXpPJe8nWG23nw+5E70\nNTRo/vobxeXmXL4r2oaHsQsV0hqcDOx4yOdujez7d5R1ZHKpOZ7Kzlw8jcMYbb+ERnkllnriRzb7\n6Xs6lM18mbsEX9MhNzX6BnCk+gz2BjYMNP8tOvVB9hpKO6qY6TweuUrOvspjvBS4AnuD3k+SAfjo\n8mH8zR2Y4tJ11qU0lLCrJI3XQqcD0CzvpKyjkdyWGsKsXHE3se7RPlKlgkeP7eVgcR7LgiN5ccho\nUdKZ0NUAJpFI0L2uMetqmvm1uHhyauvZtLBrnu2J/EKSSst5avSIXu+bmFfKO9uOkV9VzzA/N56Z\nNRpvh579fXqLUqkiIb2Yg2eyOH0xn06ZAkszI0ZF+TB6sC/hga7/MxG5fqsQkZHKFSRfLuVMSgFn\nkguorm9FW0tCaIArd0wOZ/RgP6zMb557dEpBOf/dcZzMshpCPRz/Npo2wNmWAc49L7BVqtV8fuo8\nX51JwMvaim/vuh0/O3EO26uoBYH3Ek/yVfoFxrp68fnY6b2aS/pXHCy/zPPJO4i08eCzwXeIKtza\nlR3I1HKs9LpqR7R/7SgVgCBzX14LeoxaWQMKQYmPyZ8LbU3jYhRIo7ySVkU9I+0WAWChK54xdD83\nFyMdcyKspnO+fisjZPOx1he3Lqs7DDL3p03ZDkBlZw3vZX+Do4Edn4a9fO01V1oLuNKaL5p4m+AU\nyCupuzDW0WeQpTNJdcW0K7sGkZ+oyuFifTHpjWX4mNnxceYR1kYv7FENnIGOLl+Nm8kb54+x9lIS\n5W0tfDJ6CgY6vT9Prk60qW/v4KfkdJYPi0RPR4f9mdkczS1g//J7rr22sqWVDrlClGaGKB9Xfnl6\nAb+cSefLuHPMef8H5kWH8ODkoVgY920Nmo6ONsPDvRge7oVUpuBMSgFHz+dw8HQWO+PTMTHSZ2iI\nB9FhXgwZ5HFT78V9SX/k7U9QqwXySmpJulTChYxiUrLKkCuUGOjrMHigK0SZLQAAIABJREFUOzER\nPowI98LiJo/7KKtv5tO9pzmYmoOduQlPTI9hSvgAjYW4y5tbeGrXAZLLKrh9UBAvTxyD0d+kaHuC\nVKlk5ckD7C64wgL/EN6IHi9qx+pVDldk8lTSFkIsXVk9bAHGOuKN6zpUdYrz9SnUy5uIsAwm2joc\nN2Nn9LR0r9X33Exz3usRBAGpuu1a84KW5H/jCbafLrqib4vxM4tmhvPKm3otV9/73xZuw0THiDmu\nv41ca5Q382PxTua5ThVNvAGkNpTy/qWDuJtYU9HZzDtht1EnbWNL8UUGWjoTZuWKr5k963PPYKpr\nwFyPnqc9BUFg3aWLvJVwjFA7R9ZOmIWNoXjZgjOFxQQ72KOno82zew4yLcifiQO65sVWt7Zx+4ZN\n/Hf6JIZ7uot6vjS2dfJF3Fm2ns3A2ECP+ycO4c4RIT2ecS0WUrmCxIwSTl3M40xyAQ3NHUgkMMDD\nnsGD3IkMdmOgnxMGIt+jNEl/2pTuiTe5QklOUQ3p2RWkZZeReqWclrYujyt3JyuGhngwNMSTsAAX\n9Pu4gPPPaOmQsubIBTadTEVbS8LisZEsHhOJkQatRw5k5fDS/iOoBYE3YsdpZFpCfWcH9x3ewcWa\nCp6LGskDgwZrROCcrM7hkYTNBFs48c2whRjriifcGuRNvJn5Oc/6P4CBlh47yg8hVysItQggxCIA\nA219aqT1nK9PYbLjKPS0/j0HSz//Tq52nt7vs+ampsQFQaBV2c7q/E0s9ZyHtX5XVLqovYyPctYR\nZhHEEs85ou9bK23FSFsPhaDCQs+IdzPi8DK1YZS9H/aGZqgFNUvOfEesczB3ekb1er8DhTk8fnwf\ntkbGrJ84Gz9LcTMTAK8eiGfx4PBrzWGz1m9kuKc7T48ZobEHw7zKOj7YfZKzV4pxtjLjkanDmRw6\n4JYw2FWrBbILqzmXVsiF9GIu5VagUgvo6mgT5ONAiL8LIQOcCfJxxMzk1vWS6xdv/LV4k8mVFJXX\nk11UQ05RDVn5VeQW16JQqgBwtrcg1N+ZiCA3IoJcsbMy7etL/0ukciU/nU5lXfwFWjtlzIgKZEXs\ncOwtNNfJ2iaT89bhY2xPzyTEyYEPZ8biZil+G3luYz33HtpGdUc7H4+awlQvzc0Rreho4qPMI7wa\nMg1TXXE/yNXSOj7N/ZbHfBdfiyAcrDrJlZZ8JjrEEGDmQ4uijbLOKgLNfETdu59+/ow2RQNf5i0h\n2HzsTZm6cD1qQc1z6e8x0SGGQDMfLjZeYmvZAea6TGGa01hAsyPjEmoLWZt7iucHxuJlaotKULM6\n+wS10rZrtXBikFpTybLD25GpVHw5dgYxLh6irCsIAgqVisd37sfMQJ/R3p4czSugTSbnyzkzRNnj\nnzh7pZiP95wiu6KWABc7Hps6gmED3G6JTMJV2jvlpGaVkZxVSkpWGTmF1ajUXVrH1cGSAG97/D3t\n8XW3w9fd9paxI+kXb0BoaLiwftMuyqqbKK1spKSygaLyBsqqmlD/+jsbGerh72lPgJc9wb5OBPs6\n3jKWHtejUKnYdSGTrw+dp7qpjeH+HjwxfQR+TuKYQ/4VyWUVrNwdR3lzC/cPi2JFzNDfFc6Kxeny\nIh6M342eljZrJs4i3K5vXeHFZkvpfrQlWgy3ibwm4OIqT7Cv8hhvBj+Jhd7NHcx8peU07sYhGGrf\nOg8m/WiWg5VfktoYx4O+6zDT1ey58U8UtJXwffEOnA0daJQ3Mc91Kh7GXV50mi4n+CH/PA3ydh4L\nGIdCreKbnJM0yTuZ5BRIpI2HqPuXtTaz9NB2cpvqeX3YOBYGhv3zD3WD1+KOoq+jzQA7G6YH+aOr\nrd1n5RhqtcC+i1l8ceAcFY0tRPm48MiU4YR63ppnd4dUTlZ+FRm5lWTlV5JVUE1tQ9u171tbGOPh\nbI2HsxWuDpa42FvgZGeOg40ZhgZ9kx1RqtTo6mj/u8WbRCLRBpKAckEQpkkkEivgZ8ADKALmCYLQ\n+HdrOLj4CJ4xDwKgo62Fi4MF7k5WeLrY4Otui4+bDS72lrdEyPevUKnVHEjOZvXB85TUNTHI3ZHH\npg0nykezhcdylYovTp3n63OJOJmZ8t6MyUS6amb+3feZKbx2Lh4fC2vWT5zd63Ez19OXdWXV0jr0\ntHQx1jGiQd7MjvKDuBg6MNB8wLUb04fZa7nLbQZOhjdvIHOdrIS1+Q8xxPp2xtgvuWnX0U/f0iyv\nZnXeMiKspjPeYfnNvhxkKjlaEgm6v5YN9NV4uNSGUlYk/MTjgePYXZqGj6kdsc7BhFi5oKelI/p1\ntMplPHpsL0dLC1gUGMarQ8dqpIYX+va8u4pcqWTL2QzWHL5AQ1sHIwI8eGjyMILdbv3Gp4bmDnKL\na8grqaWgtJ6i8npKKhtp65D97nWmxgbY/j/2zjo8rjLtw/f4xN3d00iTWupGlVKgOMVtKQ4LLO6w\nCyxW3NlStEVKixRa6i5p2sbd3WV8zjnfH5Xt8rVYk5Eyd69caSaTeX/JNXPm9z7vI/6eBPp64Oft\njq+3G96eWrzcNbi7aXDTqtColKhUCpQKOXK5DBkgAYIgYrYImCxWTCYrOoOZAb2Rfp2J3gED3b16\nOnv1dHQP0NmtY/tndzm9ebsTGA14HzZv/wa6JEl6RiaT3Qf4SZL0q7Xv6RlZ0n8+W0VkiC/BAV4o\nFc7TE0YQRX7MK+XtNbuoaesmJTyIm08fz9T0+CF/cZa1dXDPtz9R1NrGucPTeGjWNDw1g5cTdgSL\nKPD4jvV8VLyfGVEJvDJ9Pp7qk6so/aIml+LeZlK8QxgVEEOid7BN3hS+a1rP5vbdxHlE0Wrq4Nq4\nC3FTaFjRuAaNXI0oSfhrfFndvJFXRzyGcgj7yP0WK+r/RZUulxsTP8BdabuRXC7sz7eNz1Pat42b\nkj7EXWnf6C/812zY2nTsbK+isr8dqyRyefzYo82Dj23ns7ujmlZDH+V9bVwcN4Zw9z+fKiKIIk/v\n2cS7+XuZFB7D66edia926I/pPsk9QE50BElBg59z90v0Jgufb93Pf9bvpVdvZEpaHItmjyMzxvFN\n3LFIkkR3n4Gmth4a23ppae+jvXuA9q5+Orp19PQb6OnTozdaTmodlVKBj6cWPx93/H3cCfTzJMjf\nixsumuS85k0mk0UCHwL/BO48bN5KgWmSJDXLZLIwYKMkSb+aFOUos03/CBZB4IfcEt77eTe17T0k\nhgVww+xxzByeNOQRQqso8sGuXF7evAMvjZonT5/JrJShycnqNhq4cd0qdjTXsShzDPeOmXLSpe3L\na/byefUerkmcSL2+m1X1B3g15+IhN3D1+maeLXmbh9JuwVvpwdaOvXxc+w03JlxKTkA2RX3l5HUX\nIpPJmRUykVCt/Y6sWgwV/Kf6NiYGLmRK8OV20+HCPrQba3iv6iYmB13GpKBL7C3HobCIwtHm3J9X\n7+HT6t2cFZVFl0nHjvYq3h1/OYHak0upWV6Wz4Nb1xLm6cV7s84ZkkKGI/QbTcx5ewm9RhO3TR7H\nteNGD1nE71h0RjOfbtnP0o259OqNjE+O5m+zxjIqIcKhcuJOFqtVOBxFM2EwWTCZrVisAlareCgt\nS5KQyw9F4VRKBWqVAjetCjeNGi8PDRq18rh/D6fOeZPJZF8CTwNewN2HzVuPJEm+h78vA7qPfH0i\nnMm86U0WVuwq4MMNubT09JMaEcz1s3M4LSPRJse6Fe2d3P/9Gg40tTAnJZHH587A32No2qCUdLVz\n3doVtOkHeHrSbM5LGpzmvh9X7kQmk3Fp/FgAllRsZ2nlDr6YtogAjeeQ7e77LQMsqfmaq+POx12h\nRS6TU95fw4tl73N2+Ezmhk0F/ncckL1YXvcojfpibkz6D1rF4Dc8duH4LK97lGZDGTclLUElH/yI\n+mDQbe7FT22bqPDymr2MDogh3uvQpuqTql28WbqJd8dfzjDfQ5W5d+xexqXxYxkTGHvS6+1tbeSG\nn79Bb7Xw8rT5zIoZuqKlTp2ex35cx0+lFWSGhfDM/Nk2icLBIRO3bNsBlm7cR9eAnqzYMK45bQxT\n0+MdOlXJ3vwR8+ZQZ4kymWw+0CZJUu6J7iMdcpvHdZwymex6mUy2VyaT7W1vbx8qmYNGZ7+O11dv\nZ+6T7/Hsio2E+Xnx2nVns+yuS2wSbbMIAm9u283ZH3xCbXcPL549j1fOnT9kxu376lLOWfUJJsHK\nsjMuHjTjBqCQy6ke6Dj69VWJE5gfOZy79n6JIIlDYtxqdY14qTwBiZWNa49G95K8Yrkr+VoqdXUY\nhEMtZ+xt3Br1JVQO7GFc4Pku4/YXZmzAeeiFXgp619lbynH5rmk9t+U9QZOh1SbrpfqEYhQOHYGt\nby7h46pdvD/hiqPGTWcxoVYo8VMPzjVxdEgE3y64ggSfAK5bu4KXcrcdLaAbbAI83Hnl3PksXjCP\nhp4+Frz/Ca9t2YlZEIZkvWPx0Kq5ZsYYfnz4Wh447zTa+3Tc/sEqFjz7IV9uP4jRbB1yDac6DhV5\nk8lkTwOXA1ZAC3gDXwNjOIWOTUsb2/lkcx4/7CvBIghMTY/n6umjGRE/NEUBx6OwpZUHvl9LcWs7\nc1OTeHTOaQQMkWkTRJHnc7fyxoFdjAgO4+0ZCwjxGNyq3j6LgYWb3uOC2FFclXhotp9FFHhk/you\njx9Lmu/gVkG9WfkJRb3lXBN3AaneCTxasBh/tS/3Dbvh6H0eKXiJa+IuOFqwYE8+q32QNmMVNyZ9\ngFruGGXxLmyPJEksqb4ds2jk+oS3kNmgSOCP0Gbs5J6Dz+Ct8uTpzHvwUA79c/VIWsW7ZVsI0Hhw\nbszIo9+7aeenuCvVPD96cPvPGa0WHty2li/LC5kZncBL087AWz10kdAunZ4n127k+6JSkoMC+Oe8\nWWRF2K7nn1UQWXOgjA835FLc0Iavh5bzxw/noolZQ9rqytlw6mPTI8hksmn899j0OaDzmIIFf0mS\n7vm1n3c082YRBNYfrODzbQfIrWxEq1Zy1pg0LpsyktjgwR+2fiIMFguvbtnBf3btw9/djUfmnMac\n1KQhW6/baOC2Dd+xubGGhSnDeXzCDDSKwWl0fOQo9EiicVV/O5dv/YD7MuZyZlQWALfs+oyrEycw\nKmBwR1CtbFxLta4BEYlkz1jmh5/Gv0vexiJaGRuQTY2ugVp9I09m3Dmo6/4Z6vWFfFzzD04Lvpax\ngefZW44LO1PYu4FVjc9xQdTjJHqdfFPawaagt4wnil4h2zeNe1NvOOnh8b+FJEmISNyb+xUzwoZx\nekQGVlHgll2fYREF3p945dH7DWYEX5IklhTl8dTODUR6efPOzAWk+A9tTuz68koe+3E9rf0DXDoq\nmzunTRiSgrQTIUkSeysb+HhTHhsLK5HLZMzITOSiSVmMTog8pfLi/gynonkLAJYD0UAth1qFdP3a\nzzuKeWvo7GXFrgJW7Cygo19PhL83F03K4pycDHw8bNvpeXNlDY/9uI6G3j4uyM7gnumT8XEbOg35\nHa3c8PM3tOl1PDFhBgtTs076MVsMvfRZjPip3QnS/rdPmVUUUMoV7Ous45n81eQExdGk76HV2M9b\n4y4dtGa8Ry7gBb1lrGndyvyw6axp2YKXygOzaMFb6Ymb0o1ucy8Lwmfho7Z/L7XPah+gzVjDTUkf\noJI7bndxF7ZBkKy8UX41QZoYLo55yt5yjsuPzZt4t3oZC8JncXnsObZZs7GAV4s3MDkkiWZDLzJg\ncc5FwNC2MtnT0sCN61YxYDHz7OQ5nJ0wbEjWOcKAycSLG7fzSe5+gjw9eHj2dGanJNrcODV09rJs\n2wG+2VVIr95IXLA/54/PZP7oYfh5/jVPB04J83ay2NO8Gc1W1hdU8M2uQnaV1yFDxqRhsVw4YTgT\nh8WedGXlH6Wlf4Cnf97E6uIy4gP8eWLuDHJihu4oT5IkPi89yKM71hGgdefNGWeTHXzyIfr9XfXc\nuuszpoYms7ezlvszTifLPxLfw/koRwxcZX87HcYBCnuauDxh3NEqssHmP9Vfcn7k6UhI3HvwWZRy\nJY+l3X507I8j0KAv4qOau11RNxf/w9b2T9nS/jHXJ7xt14H1v8bblZ+xpnULtyZewbTgcTZZc1tb\nBWZRwE2hYlxQPGCbHnSt+gFuXreKPa2NXJE2gofGThu0E4oTcaCphYd/+JmStnamJMTyyOzpQzI9\n57cwmq38tL+UL7bnc7C2GZVCwfSMeM4em8745BinavN1srjMG7Y3b6Iosa+qke9yi1mzv4wBo5lw\nP2/OzknjnLEZhPrZPgJjEQQ+2rufV7fswCqK3DAhh7+NGz2kA4UNVgsPHc7lmBwRwyvT5+OvPflc\nOrNg5d+FPzHSP5p5kZmsqj/A9rZKJgQnMC00GW/VoZ2aKIkAQ3qxPXIx/6D6C1K84mg0tLK/p5gJ\nASPZ3XWAmxIvI0QT6BBHAMtqH6bZWM5NSUtQu6JuLg6js3bzevmVZPvNY3boDb/9A3bAKgo8WfQq\nJf1VPJFxByle8TbXYMsedBZR4Jndm3mvYC9ZQaG8ftpZRA1i0/LjYRVFPt67n5c3b8ciiFw/fgzX\njx+DVmWfGd5lTR2s2FXA97nF9OiMBHq5M29UKvNGpjIsMtghrqlDicu8YRvzJkkS+XUtrNlfxk/7\ny2jtGcBNrWLG8ETOGpNGTmKU3cqid9bU8+SaDZR3dDI1IY6HZ08b8l1VRU8nN61bRVl3B7ePmMBt\nI8YPapTx2YIfUcjk3J0+G4DVjQVsba3g7OgscgLj0FvNvFW6ifNjRxHt4T9o656IVmMH71Uto8XU\nwdOZ/8BdoaVKV0+i5+Dm1/1Zmg1lLKm+g2nBVzE+8EJ7y3HhYKxs+DeVA7u5JfljhzX2/ZYB7st/\nDoNg5JnMewjWBthb0pDzY00Zd29ajUwm48Wp84a0ncgRWvsHeGbdZr4vKiXCx5v7Zkyxy1HqESxW\ngc1F1azaU8SW4mqsgkhssB9zspOZnZ1MYmjAKWnkXOaNoTNvFkFgf3UT6/MrWXewgpaefpQKORNT\nYzl9ZArT0hNw19hmFtrxaOzt49/rNrO6pJxIH28emDWNGUlDP5nh6/JCHty2Fq1SyeJpZzA1Mm5Q\nHndbWwVxnoGEu/uyq72arW0VzAofxnC/Q8e+75VvZU9HDW+Pvww4dLSa7W+bYyBRElnftoMUr3ii\n3G1XufV7+ar+Kep0B7kpaQkaxdBUErtwXup1BXxcew/zwu4gy2+2veWckAZ9C/fnP0egxo9/Zd6N\nm8I+RrPHrKeyv33Qi5+OR11fDzetX0V+RyvXZozivjFTUQ/BXOlfsqv20Ka/rL2T8bFRPDBzGinB\ntukNdyJ6dUbWHixn9b5ScisbECWJmCA/ZmQmMD0zkczo0FOmd5zLvDG45q2zX8+O0lq2FFeztbiG\nfoMJtVLB+JQYZg5PZHpmAt5DmPj/e9CZzby7Yy/v79qLDBnXjx/DdeNGD3n4W28x88iOdXxRVkBO\naCSvTp9PqMfgHBE/V/ATJb0tvDL2YjyUGjqMA7xfsRUflRvTQlNI9Tk0euW67Ut5MHMecV72u8jY\najbj76XDVMe7lTcwIfBipgZfYW85LhwQSZJ4t/IGNAp3rox7yd5yfpUDPcU8VfQ62b7DuG/YjUNe\ngXo8Hs5byar6Azwz6lxOjxi8HpUnwiRY+eeujXxYlEdmYAivTT+TWJ+h70xgFUU+33eQV7bsoM9o\n4sLsDG6fMmHIWkn9ETr6dKzLr+DnA+XkVjZiFUX8Pd2ZnBbLpNRYxiXH2LwQcDBxmTdOzrzpjGby\nqpvYXV7HzrJ6ShrbAI4+SaakxTMxNQZ3zcnN4hwMBFHk64NFLN60jXadnjPSUrjntMmEeQ99jl1R\nZxu3rP+Wqt4ubskezx0jJwzaCJbH9n9LeX8bn0y+FgCzaEUtV9Kk72FJxXY0ChUp3iEEaDz4Z/4P\nfDDhSoLd7D+v0VH4vuklino3c3PSEtcMUxcnZHfnCta1vst18W8QpI21t5xf5aeWzbxT9TnzwqZx\nbZzt0wD6LAZu2fUZuZ113JsxhysSxttk3R9ryvjH5h8RJYknJ8zk3KR0m6zbYzDy2pYdfLrvIBql\nkuvHj+HqnJF2y4f7JX16I1uKa9hUWMX20hr69CbkMhlpUSGMTY4iJzGK7Lhw3NT2Own7o7jMG7/f\nvEmSRHN3P/m1zRyoaSavuomSxjYEUUKpkJMdG864lGgmpsQwLDLEYcKzkiSxuaqG59dvpbS9g+yI\nMO6fMYURkYPbjPZEay8p3Me/dm/CV6tl8bQzmBg+eEcJPWY9z+T/SKJ3MNclTWJ9cwm7OqpxV6qZ\nFJxIum84m1vL+aYuD1GSuDJhPOODEwZt/ROR25VPhk8KGoX9Tfuv0W/p4I3yaxjhdzqzw260txwX\nDoze2surZZcx2v9sZoReZ285v8l/qr/ku+b1XBt3AfPCptt8fZNg4Z7cr/m5uZirEsZzV/osm0Tc\nGwf6uH3Dd+xpbeScxDSenDATryFs6nssVZ1dPLdhK+vKKgn18uS2KeNZkJlmk1mpvxerIFJQ18K2\nkhp2l9dzsLb50Hu4XM6wqGBGxIWTFRtOZkwoIT6eDpsv5zJvHN+8WQSB+o4eyps6KG3qoKSxjaL6\nNroG9ABoVAoyo8MYGR/BqIQIsmLD7Zq/diIONDbz/Iat7KprINrPh7umTWJuapJNnpDteh13b17N\nxoZqZkQl8NyUuQS4DU44vc9iYH1zKWm+YbQa+tjXVUdBdyMdJh1XJoyn12Lg69p9PDViAZl+EZgE\nC1ZJxEM59Bex7R37eLHsfc6LnMvC6DOHfL2TYX3r++zuXMGixHfxUzteLp4Lx+LL+idoMpRyS9JS\n5HYe4/ZbCJLIc6XvkNuVzz2pixjjP9wuGp7N/5FPqnczNzydf41cgEYx9O8TVlHktf07eDlvB+Ee\n3iyeNo8xobab3rKnroF/r9/CgaYWEgL8+fu0icxKTnBII6QzmtlX3ci+ykb2VTVSWN+K2XpoLFig\nlztpUSGkRgSTHB5IUlggUYG+DtGSxGXegPThWdJjb31EfUcP9R291LR1UdvRg1U41EpCIZcRHxJA\nWlQw6VEhZEaHkhwRhMoGSaF/ltK2DhZv2sa68ioC3N25adJYLhqRaZNEVoCfayu4Z8tPDFjMPDh2\nKlcMGzFoL9zagU7u3vslw3xCKehpYlHKFHxUbqxtKub65MmEHD4Sfb5wDcP9IpkdnjYo6/4eCnrL\neLLoNRI8o3k07TaHjryZBD2vl19BvOcoFkTeb285LpyA0r5tfN3wTy6Kfop4z5G//QN2xiiYeKTg\nJRoMLTyR8Xe7VHdLksSSyu08X7iWEf5RvJpzMX4a28wM3tvayB0bv6dxoI+bssZy+4gJNnsPkCSJ\nNaUVvLhxG9Vd3WSEhXDHlAlMjo9xSBN3BLPVSkljO/m1LRTWt1Lc0EZNWxeCeMj/qBQKooN8iQ32\nIzrQl8gAHyL8fQj18yTExwsP7dBe83VGM629/SSEBrrMW0hskhRyzk2oFAoiA3yIDfYjLtiPuBB/\nksODiA/xR+MgZ/e/RUV7J69t3cnq4jI8NGquGzuaK3NG4KG2jYkYMJt5atcGPis9SJp/EC9Pn0+y\n3+AVB3QYB7h2+4csjMvh4rgxrKo/QPVABzenTGPAajrahBcOzRqcF5nB/Ejb7LirBup5tPAl/NW+\nPJVxF14qxx7qvrdrFWtb3uKK2BeJcE+1txwXToBVNPNK2aUke41nfoT9x7n9HrrNvTyQ/zwm0czT\nmf8gRGufYqUfGwu4f98KQt18eGvcpcR42qaVSb/ZxOM71/NFWQEZASG8NG3eoF6TfwurKLIyv5jX\ntu6ksbePkZFh3Dp5PBNiox3axB2L0WylqrWT8uYOKls6qWnvpqatm8bOPiyC8D/3ddeoCPByx8/D\nHV8PLd7uWry0Gty1KtxUKjQqJWqlAqVCfvT3F0URQZQwWwVMVisGswW90UK/0USf3kiPzki3Tk9H\nnx6D2QJA/uI7XeZtePYIac2GzQT5eNh8osFgUdbWwZvbd/NDUSluKhVXjBnBNWNH4WvDytY9LQ3c\nuekH6vt7uWF4DneOmjQku7zS3hZSDlePXrjpHdyVajyUaqaGJDMjLBW1XMmj+1ehkSt5etS5g77+\n8Wg2tPFQwYsoZQr+lXk3ARrbzaD9M0iSyNuV1+Om8ObKuBftLceFE/Fd44uU9e/g9pRPUcgcL1Xk\neDTom3mw4AW8VV78K+MuvFT2GXCe11XHLbs+Q5LglZyLGB0Ya7O1f6wp4/6ta9BZzNw9ajLXZoyy\n6fudWRD46kABb27bTUv/ACMiwrhp0limxMc6jYn7JYIo0t6ro7Grl5aeftp6dbT3DtDRr6d7QE+v\n3kif3sSAyYTOaD4avfstFHIZ7ho1Xm4avN00+Lhr8fdyx9/TnSBvD0J8vZg/epjLvDnKbNM/Q35z\nC29t28Pasgo81CouHZXNNWNH4e9uu3lvRquF5/Zu5f2CvUR5+fDiVNvkVxzsbmBFXR6PZp3JltZy\nvm/I5/yYkeT3NNJp0h1t0DvUdJl7eDD/BQyCkacy7iTSAfu4/ZLK/j0sr3+UsyLuId1nmr3luHAi\nKvp380X9Y1wY9TgJDjis/kQU9VXwROErxNs5paFO18XNOz+lTtfFY9lnck70CJut3WHQ8cDWNfxU\nW8HokAiemzKXeJ+hb1J+LGarlS8PFPLOjj009fWTHhrMovFjmJWS6LTBk9+L5XBkzWwVsAoikgQS\nEgqZDIVCjkqhQKtS/k9U7kS4ct5wPvMmSRLba+p4Z8cedtTU463VcPmobK7MGWnTSBtAbmsjd29e\nTVVvN5cNy+aBnKl4qOxzUXw4byXTQpOZETa0w5qPpd+i45HCl2gzdvJ4+u0kesXabO2T4Yu6x2g2\nlHNz8hKniZ64cAysooWXyy4mzXsqp4ffZm85f4gdHft4oex9xviQOZ/iAAAgAElEQVQP5+6Uv9ml\nBxxAr9nAnXuWs7OjmmsSJ3JH2gybaZEkiRUVRTy6Yx0mQeAfoydxTbpto3BwKBK3Mr+Yd3fuoaar\nhzh/P64eO5IFGWkO02LEkXGZN5zHvJkFgR+KSvlg1z5K2toJ8nDnqpyRLBw5HE+NbUrBj6C3mHk+\ndysfFOQS4enNs5PnMCki1qYajqW8r5V7c7/mnow5R4dEDzUGwcjjha9QrWvgobSbyfRJscm6J0uv\nuZU3Kq5hQuCFTA2+0t5yXDghK+r/RYOhiFuSPnK6I68fmjfwfvUXzAqZxKL4hfYb6yQKPJ2/mmU1\ne5kWmsyzI8/FU2W7zXerboAHtq3h57pKRgSF8e8pc22aC3cEQRRZU1rBuzv2UNDShr+7G5eOyuKS\nkVkO0ezXUXGZNxzfvHUM6Fi2P59Pcw/QrtOTGOjP1TmjODsjdUgHx5+IrY213Lf1J+r7e7lsWDb3\nj5mKp40KIn6JSbCwra2S5wrXcEfaDOaE26YppUkw83TJmxT2lvOP1L+R459lk3UHg01tS9nesYyb\nEj/ARx1ibzkunJCDPT/zfdOLXB33KqFuQ983cbD5pHYlXzf+xPmRp9u1nY8kSXxWvYdnClYT6xnI\na2MX2mTW8rHrr6ws5rEd6xmwmLg5axw3ZY9Fo7D9+4okSeyqbeCD3blsrKhGrVBwRloKl4/OJiPM\ndZ36JS7zhmOaN0mSyGts5tPcA6wuKcciCEyOj+XKMSPsVmrdbTTwz90b+aKsgDhvP56dPIexYbaZ\nDXoiREkkt7MOtVxBlo3mlFpEK8+VvsO+7kJuTbqCqUFjbbLuYCBKAm+UX0WQNo6Lop+wtxwXTsqA\ntYtXyy5jWvDVjA+8wN5y/jCSJPFm5Sesa9tutya+x7KzvYo793yBhMTzo89nYvDQD5g/lk6Dnsd3\nrmdlZTGJvgE8M2m2TfvC/ZKqzi6W7tnPN/lF6C0WssJDuWRUFqenJruOVA/jMm84lnnrNRhZWVDM\n8v35lLV34qlRc05mGpeOyiI+wLaJpUc4kiPx5K4N9JlMLBo+httGjEertF2u1MGuBjL8wu0+E1SQ\nBF4s/YCdXXksil/I7NDJdtXzR6kayGVZ3cOcE/kAqd6T7C3HhRPzbuWNeCkDuDjmKXtL+VMIksDz\npe+xu+sAtyddxZSgHLvqqdd1ceuuz6nsb+eOtBlckzjR5pv0DfVVPLRtLQ0DfVycMpz7xkzBT2u7\n4rdf0m80sSK/iE9yD1Dd1Y2PVsOCzDTOz8ogJdh+86kdAZd5w/7mTRBFdtTU8/XBQtaUVmAWBDJC\ng7loxHDmp6fYrEfb8ajo6eShbT+zo7mOEUFhPDN5Dqn+QTZbX5RE3irdzOulG3lk+BlcFGe/6jZB\nEnmt/EM2d+zhqtjzODN8ht20/FlWNjxL1UAutyZ/glLuKlRw8ef5qfl1CnrX8/eU5Q4/beFEmEUL\nTxW9Rkl/JfekLGK0f6Zd9eisJh7KW8mapiLmhqfzxIizbDIV5lj0FjOL923nvYK9+Gi03J8zlfOT\nMpDbMbfxyJHq53kHWVtagUUUyQwL4dzh6cwbloyfDbsrOAou84Z9zJskSRS3trOqsITvCktoG9Dh\no9UwPz2VC7IySAsNtqmeX6K3mHlt/07eyd+Dm1LFvWOmcElqlk1fwD1mPffvW8Hm1nLOisri0az5\naG0wWuZ4iJLIGxUfs6F9J5dGn8W5kXPtouNkMIsGXi69hEzfGcwNu8Xeclw4OYW9G1jV+BzXxL9K\niNb58t6OYBCMPFqwmDp9Ew86QOGRJEl8ULGNxUXriPMK5OUxFxHnZfsoU0lXOw9uW8ve1kZGBofz\n5ISZZATaP/esS29gVUExXx0spLStA5VcztTEOM5MT2V6Yvxf5ljVZd6wnXmTJImy9k5+LCljdXE5\nVZ1dKOVypiTEsiBjGKclxdulAOGXGr+vLuWpXRtp1vVzXlI6D+RMJdDNttMCCnua+Pue5bQa+rg/\n83Quih1tt6owURJ5u/Izfm7bxkVRZ3Bh1Bl20XGyHHmzvSz2OaLcbVPY4eLUpcvcxNsV13F62G1k\n+znfZuZY+i0DPFzwEu2mLh5Nv41krzh7S2JnexV37/0Ss2jlyRFn26wY61hESeLL8gKe2b2ZbpOB\nS1KGc/foyXY9Sj2WotY2vskv5oeiUtoGdHioVcxISmDusGQmxcWc0kbOZd4YWvMmiCIHmlpYV17J\nz6WVVHd1I5fJGBMVwRlpKcxOTbJpQ91fo7izjcd2rmdncz1p/kE8MWGmzZNWJUliec1enin4EX+N\nBy+NvpDh/vZLnBUlkXeqPmdt61bOjzydi6PmO11rhCN8Vf8kTYYybkn6EJmdcwddOD+SJPJi6QVk\n+JzGnLCb7S3npOk29/JQwYv0WQZ4PP0O4j3tW4wF0Gzo5c49yznY3chl8WO5K30WarntDUmvychL\n+7axtCgPT7WGv4+cyGXDslDJHeO4XBBFdtbW80NxGWtLK+gxGHFXqZiSEMvM5ASmJMTZvAfqUOMy\nbwy+eevWG9hWXcfmqmo2V9bQpTeglMvJiY5kTmoiM5MTCfJ0nLmXHQYdL+Zu47PSg3irNdw9ahIL\nU7NQ2rhpo85i4rED3/JDYwETgxN4duS5NhvgfDxESeTtqs/4uXUb50XOZWHUmU5r3MyikZdLLybL\ndw6zw260txwXpwhLq+9CIVNxaewz9pYyKLQZO3m44CVMookn0v9OtEe4vSVhFq28ULiWj6t2Mdwv\nghdGX0C4u69dtJR2tfP4zvVsa6ojwcefh8ZNZ3pknENdFy2CwK7aBtaUlrOurJJ2nR65TMaIiDCm\nJsYxJT6W1JAgu+bwDQYu88bJmzed2cy+hiZ21tazo6aewuZWJMDXTcvk+FimJ8YxJSEWb61jOX+j\n1cIHhft4Y/9ODFYrl6dl8/eRE/HR2F5ncW8zd+35gnpdN7cOm851SZPsWlkqSCJvVX7C+rYdTm/c\nAMr6d/BV/ZMsjP4XsZ7Z9pbj4hTh28YXqNUd4JbkpfaWMmg0G9p4pPAlBEnkifS/E+keam9JAPzU\nVMgjeauQy2Q8NeJsm06SORZJkvi5rpJ/7tpIdV83E8OjeXDsNNID7J8P90tESSK/qYUNFdVsrKim\nqLUNAH93N8bHRjM2JpKx0VHE+vs63fXdZd74Y+ZNkiSa+/o50NRCXkMTuQ1NFLW0IUgSSrmcrPBQ\nJsbFMCk+hsywEIec1SaIIisqinghdytNun5mRifwQM40Enxt34pEkiQ+rd7Nc4Vr8FO789yo82w6\nrPl4CJLA6xUfsal9NxdEzuOiqDOc7oX9S1Y3vUpR30buSPncNQ7LxaCxue0jtncs455hK5224vR4\nNOhbeLRwMQBPZPydCDfHMCZ1ui7u3vMFhb3NXBKXw93ps9DYqYjLLAh8UryfxXnb6TUZWZCYxl2j\nJhHl5WMXPb+HtoEBtlfXsbW6lp019bQN6AAI8nBnZGQ4IyLDyY4IIz00GI2d889/C5d548TmzSqK\n1Hb1UNbeQUlrO0Wt7RQ0t9Kp1wOgUSoYHhbK6KgIxkRHMjIyHHe1474xSpLE+voqnt2zmdLuDoYH\nhnJ/zlQmhEfbRU+3ScdD+1eysaWMqSFJ/HPEArsek8KhBrwvly9hR+c+FkafyfmRp9tVz2DxRvnV\nhGjjOS/qYXtLcXEKsa/re35qeZ1bkz/GU2mfPpRDRb2+mUcKXkIhU/BExh2EO4iBMwtWXiz6mY+q\ndpLsHcLzo88nwct27Zt+Sa/JyJsHdvFB4T5ESeSyYdnckj3O5kVufxRJkqjp6mFXXT176xrZ19BE\nQ28fAEq5nKSgANJDg0kNDmJYSBCJgQEO1ZLEZd6ArBEjpbdWfENDTx91PT3UdvVQ1dlFdVcPFkEA\nQCGTkRDoT1poMJlhoWRHhJISHIRa4Ry7ze1NdTy/dwu5bU3Eevty96jJnBGfYrdz/x1tldy/bwU9\nFgN3ps3k8vhxdo9umUULz5e+S253AVfGnMtZETPtqmew6DG38mbF1cwKvYHR/mfZW46LU4jC3o2s\navw3f0t4i0CNfTaBQ0mdvolHCxajkCl4LP12hzlCBdjUUsaDed9gEMzckz6HC+1YkQ/QrOtn8b7t\nfFGWj0ah5Or0kVyfOQZfB6lM/T20DQywv7GF/OYWCpvbKGxpo9tgOPr9QA93EgL8ifH3JcbPlyhf\nHyJ8vYnw9sbP3c1mf3+z1YpGpXKZt6CERMnv2kPVUkq5nEhfb+L8/UgI9CcxMICU4EASAwMcPox6\nPPa0NPBC7jZ2NNcR6u7JbSPGc2FKpt2qhEyChcXF61hauZN4z0D+Pfo8hvmE2UXLsRgEI8+WvE1+\nbyl/i7+YuaFT7C1p0CjoWc+3Tc9zTfxrhGjj7S3HxSlEWd92vmp4ymlnnP4e6vRNPFb4MjJkPJZ+\nO1Hu9r9eHaHd2M+Ded+wra2SqSHJPDniLAI0nnbVVNnTxeJ92/i2qgRPlZprMkZxbcZou+RSnyyS\nJNE2oKO0rYPy9g4qO7sOBXY6e/7H1AGoFQqCPD0I8vQgwN0NP3c3fLRavLUaPNRqPNRqNEolGqUC\nlUKBUi7niNcTRAlBFDELAiarFb3Fgt5sod9kotdgosdgoEtvoFOnp21AR7fBQPmDd7rMW1pWlvT+\nym+J9PUhzNvL5lWWQ8Gu5noW521ne1MdQW7u3Jg1lktTs9Ha0YCW9LZwX+7XlPe3sTBuDHelzcJN\nab/pEUfot+j4Z/HrVA7UcXPi5UwLdp5Zpb+HNc1vcrBnLXemfnFK5SW5sD9/BfMG0KBv5rHCVxAk\ngUfTbyPWw37ti36JKIl8UrWbF4vW4qnU8Hj2WZwWlmpvWZR0tbN433ZW15ThpVJzZfpIrs0Yhb/W\n3d7SBoV+o4n6nl4ae/to7uunpb+ftgEd7QM6unQGeoxGegwGTFbhT68hA7y0GnzdtPi5uRHg4U6Q\nhweh3p7cMnm8y7zZezzWYCFJEpsba3ht/052tzQQ5ObOouE5XDYsGzcbziH9JVZR4D8V23mtZAO+\naneeHHEWU0KS7abnWLrMPTxR+CrNxnbuTL6GsQGnXiXmR9V3A3B53PN2VuLiVONI4+frE94mQGP/\nvmhDSZOhjccKF2MSzTw87BYSvWLtLel/qOhr4959X1PS28I50dncmzEXL5X9o13FnW28sn8Hq6vL\ncFOquCQ1i79ljibUw8ve0myC2WplwGxBbzZjtFoxWwUsgoBVFDniqBQyGQq5HJVCgZtKiValwkOl\nwkOjPmFqkyvnDec3b1ZR5IfqUt46uJvCzjbCPLxYNDyHhSmZNh0efzyq+tt5MO8bDnY3Mjs8jUeG\nn2H3ooQjNBlaeaLoVQaseu5NXWT3sThDgSRJLC69iGE+k5kbdqu95bg4xdjTuZKfW9/m9uTPcFc6\nbpXhYNFm7OTRwsX0W3Xcn3oD6T6OsQk9glm08mbJJt4r30qwmxdPZp/NhGDHiIiWdXfw+v6dfFtV\nglwmY0FiGtdnjiHZ7689YP7P4jJvOK95GzCbWV6Wz/sFuTQM9JLg48+i4Tmck5hm90IKqyiwtHIn\nr5asx02h5qHh8zg9IsPuRQlHKO+v4V/FbwDwUNotJHieesnWAAahn8WlFzEj5DpyAs61txwXpxg/\nt7zD/u7V3JX6tcO8toeaTlMPTxS9Qpupk7uTr2OUnYfZH4+D3Q08uO8bqgY6OD9mJHenz3aIKBxA\nXX8P7+bvZVlpPibBymlR8VybMZqJ4dF/mefQYOAybzifeavr7+HDwjyWl+XTZzYxOiSC6zPHMCsm\n0SG6Rpf3tfJw3iryexqZEZrKw1lnEKR1nBB5bncBL5S+h4/Ki4fTbiXcLdjekoaMVmMVH1TdwjmR\nD5DqPcneclycYnxacz8mUc/V8S/bW4pN6bMM8FTRa9ToG7gl8QqmBOXYW9L/wyhYeK1kAx9W7CBY\n68UjWfOZGuo4kcJOg56Pi/eztCiPDqOeVL9ArkofxYLEYXZN83EWXOYN5zBvoiSxpbGGpUV5rKur\nRCGTMy8umWszRpMd7BjVT2bByrvlW3inbAteKi0PZJ7uUNE2gLWtW3mn8nNiPSJ4YNhN+KlP7aOe\n6oE8Pq97kEtjniXaw/EiBC6cF6toYXHphQz3m8Ps0BvsLcfm6K0Gnil5i8K+cq6OPZ/54afZW9Jx\nOdjdwMN5K6nob2deRAb3Zc61e0XqsRitVlZWFrOkMJeirnZ8NFouSMrgsmHZxPn42Vuew/JHzJvz\n9ck4BWjX6/iivIDPSg5Q199LoNadW7LHc9mwLIdK+MztrOWx/d9SNdDB/MhM7s2Yi7+D5LbBoYqs\nz+q+5evGnxjhm8ZdKdfhpnCMY4ShxCIZAVDLnafXkgvnoEaXh0UyEe8xyt5S7IK70o2H0m5hcdkH\n/KfmS7otfVwWfbZDbVYBhvtF8sXURUc31tvaKvlHxmwWRGU7hFatUslFKZlcmJzB7pYGPizKY0nh\nPt4r2MvE8GguSc1iVkwiGoXLgvxZXH85G2ERBTbWV/NFWT4/11UiSBLjQqP4x+jJzI1Ntns+27H0\nmPW8VPQzX9buI9zNh7fGXcrkkCR7y/ofTIKZ1ys+YltnLjNDJnJ9/MUo/iotM45Gy+1/kXZxanGg\nZw1uCm/i/sKzctVyFXel/I33qj7nm8Y1dJt7uDHhMlRyx3q7VCuU3Jw6nTnh6Tx24FseylvJyrr9\nPJw1367TGY5FJpMxNiyKsWFRtOoHWF6az2elB7l5/bf4adw4JzGNC5IzSAs4ddNchgrHejaeYkiS\nREFnKysqilhZUUyHUU+g1p3rMkZzUcpwu8wd/TVESWRl/QFeKFxLn8XA1YkTuCllGu4O0LftWHrM\nfTxb8jZlA9VcHrOAs8NnOcRu01Yo5Yeii0cicC5cDAYdpjrK+ncwPuCCv/ysXIVMzvXxC/FX+/J5\n/Xd0m/u4O+VveCgdL9qd6B3M0klX81VtHi8WreXcDW9yVeIEFiVPcahrd4i7J7eOGM9NWWPZ2lTL\nstJ8Pi7ezweFuaT5B7EgMY2zE4Y51OmTI+PKeRsCyrs7+a6qhG+rSqjs7UItV3BadDznJ2UwLSrO\nbpMQfo2S3haeOvg9eV31ZPtF8kjWfFJ8HGdszBFqdA08XfwWfdZ+bku6ivEBI+wtyea0Giv5oOpW\nV8GCi0FDkiQ+r3uIZkMpNyS+/5doEfJ72dC2kzcrPyZcG8IDw24iWBtgb0knpNM0wAuFa1lZf4BQ\nN2/uyZjD7LA0h93cdhsNfFtVwlflhexvb0YGjA2L4sz4VE6PTSbA7dRo/vt7cRUsYFvzJkkSxV3t\n/FRTzuqaMkq7O44+Cc9OGMYZcSkOO0akx6zntZINLKvei4/ajTvTZrIgOhu5zPEmUuzq3M8r5R/i\nrnTjvtQbTtlWIL+FWTTwQsl5TAm6nIlBC+0tx8UpwN6ub1nb8iazQ29ilP98e8txOA72lPBc6Tuo\n5WruT73B4Zr5/pLczlqeOvgDZX2tjA2M4/7MuSR5h9hb1q9S3dvNqspiVlYWU9nbhVwmY2xoFHNi\nk5gbm0TYXyAi5zJvDL15MwlWdjXXs76+irW1lTQM9CIDxoRGMi8uhXmxyYR4OE71zy+xigLLa3J5\nrWQD/RYjC+PGcHPqdHzUjncsIEoiXzasZln99yR5xnJv6qJTvqL0t3inYhE+6hAuin7C3lJcODmV\n/Xv4sv4J4jxHckHUYw4bpbE39fpm/lX8Bj2WPm5JvIKJgY5d1HHkGv9qyXp0VhMXxo7m5pRpDtNQ\n/URIkkRJVzvfV5fxQ3Uplb1dAGQEhDAzOoEZ0QlkBIY4RAutwcZl3hh88yZJEpW9XWxprGVLQw3b\nm+swWC1oFEomR8QwMzqBmdGJBLk7/gtja1sF/y74iaqBDsYGxnFf5lySHXRXprcaeKXiQ/Z0HWRa\n0FgWJVyCWv7XzscBWNvyFvu7f+S25E/RKP5aRwsuBo/y/p180/AMgZpoFsY8jVbh2Ncve9Nr7uff\npe9Q0l/JBZHzuDBqnkOeUhxLj1nPq8Ub+KJ2Lx5KDYuSp3BJXA5qJ6n0rOjpZG1tBWtrK9jX1oQE\nBGrdmRQRw5TIWCaGx5wyeXJOa95kMlkUsBQIASTgHUmSXpbJZP7AMiAWqAEulCSp+9ce62TNmyRJ\nVPV2s7ulgZ3NdexsrqdFPwBAtJcPUyPjmB4Vz4TwaKdpPljS28ILhWvY3l5FtIc/d6fP4rTQVIfd\naTfom3m29B1aDO1cFXce80KnOaxWW9OoL2FpzZ3MDr2RUf5n2luOCydDlAS2dyxjS/snhGmTuDD6\ncVee2+/EIlp4p+pz1rftYKx/FrcmXekULYoq+tp4rnANW9sqiHT35Y60mcwNT3eqa2qnQc+mhmo2\nNVSzpbGWTqMegHgfP8aHRZMTGklOaCThnt52VvrncGbzFgaESZK0TyaTeQG5wALgKqBLkqRnZDLZ\nfYCfJEn3/tpj/VHz1mM0kN/Ryv72Zva3N7OvrYkuowGAIDd3xoZGMTEihonh0cR4O1eTwSZ9D6+W\nbODb+gN4q9y4IWUKF8eNQe1gpe/Hsq0jlzcqPkajUHNX8rUON2/Q3kiSxEc1d9NraeX6hHdc0TcX\nv5sWQwU/Nr9Gs7GMdJ/pnB52Kyq545sPR0KSJL5v3sCHNV8R4RbKPamLnGaqy7a2Cp4vXEtZXyvp\nvuHcmTaTcUHx9pb1hxElieKuNrY21rKjuZ49LQ0MWMwAhHt4MTI4nOzgMLKCwkgPCMZD5TiVtyfC\nac3bL5HJZCuB1w5/TJMkqfmwwdsoSdKvThw/kXkzCwI1fd2U93RS2tVOSVc7hZ1tNAz0Hb1Pgo8/\nI0PCGRUcQU5oJPE+fk61OzlCp2mAd8q2sKxmLzLgsvhxXJc0ySHz2o5gEa0srf2aH5o3kuIVx13J\nfyNA42tvWQ7JoejbXQz3ncUZ4XfYW44LB6fdWMuOzuUU9m7AXeHD7NAbSfWe7JTXNkfhYE8JL5a9\njyCJ3JZ0JWP8h9tb0u9CkES+qz/IKyXraTH0MT4ontuGncZwv0h7S/vTCKJIUVc7e1sbyW1tJK+t\n6ej7ugyI9/FnmH8Qqf5BpPgHkuwbSKSXD0q54xx7nxLmTSaTxQKbgQygTpIk38O3y4DuI1+fiIwR\n2dJzXy+ncaCP+v5eavq6qe3rob6/F6skHloDiPPxI80/mPTAEIYHhpAZGOqwlaG/lx6zniUV2/m4\nahdm0cqC6BHclDKVUDfHPhZpNXbwYtn7VAzUMj/sNC6POQelA7ZVcSQ2tX3I9o5lTA++mnGBF9hb\njgsHwypaqBzYTV73j1TrclHJNIz2P4txgRe68tsGiTZjJ8+VvkOVrp5zI+ZwcfSZKBw8D+4IJsHC\n5zV7ebdsC91mPdNDU7g5dRrDfBxjPOPJ0q7XcbCjhYKOVgo7WynsbKdhoPfo99VyBdHevsR5+xHt\n7UOUpw8RXt6Ee3gT6uGJv9bdJoURgijSadQT4uHl3OZNJpN5ApuAf0qS9LVMJus51qzJZLJuSZL+\n39mlTCa7HrgewCsmcpTfQ7cB4KFSEePlS6yPH3He/iT6+pPkF0iir7/T5Kv9HnrNBj6q2slHlTvR\nWU3Mjcjg5pRpxHkF2lvab7KjM483Kj4G4ObEyxj3F+zf9mcQJYFVjc9T3LeJcQHnMzX4SuR/lUkT\nLo6LUdBRq9tPWf9OKvp3YRQH8FIGkO13OiP95uOudM58IEfGLFp4r2oZ69q2k+GdzB3JVztVRbzO\nYmJp1U4+rNhOv9XEzLBh3JgylVQH7PV5svSbTVT0dFLW3UlVbxfVvV1UHw7sGKyW/7mvUiYnwM2d\nADd3/DRafDVueKs1eKrVeCjVuKlUaBRK1HI5SrkChUyGTHZoCI4gSVhFAbMgYBKsGKxWdFYz/WYz\nfWYj3UYj3UY9nUYDnUY9oiRR97d7nNe8yWQyFfAd8JMkSS8evq2UP3hsmpGdLX32809Eenrjq9Ge\n0kcD3SYdS6t28mnVbgYOv/BuTp3msBWkx2ISzCyp+ZI1rVtJ9IzhzuRrCdE6vtl0JERJYE3Lm+R1\n/0CkWxpzw24lSBtjb1kubIAkSQxYO2kylNFoKKZeX0CzoRwJEa3ck0SvsaT7TCPWI9tl6m3A+tYd\nvFv9Oe4KN25Puorhvqn2lvSHODYAMGA1MT00heuTJzv1cervRZIkOo16Ggf6aNb106wboF0/QLtB\nT6dBT7fJQK/JSJ/ZSL/ZjFGw/uE13JQqvNRqvFQa/LRu+Gvd8Ne6E+jmToi7J1emj3RO83b4SPRD\nDhUn3HHM7c8BnccULPhLknTPrz2WPScs2IpWQx8fVu5gec1ejIKFWeFp3JA8xSEnIxyPal09i8v+\nQ4OhhbPDZ7Iw+iyHmx/oTBT0bmBty1uYBB0ZPqcxLvB8AjV/zUbGpxqiJNBv7aTb3ES3uYkOUz0d\nplrajNXohUPHQAqZkjBtCtEeGcR5jCTSPc1l2OxAra6RF8vep9HQyjkRs7k4er7TzV3usxj4uGoX\nH1XupM9iZHxQPNclTWJsYNwpHQj5I4iShMFqwSRYsQgiFlFAPMZPyWUylHI5aoUCrUKJVqn6zSNY\np815k8lkk4AtQD4gHr75AWAXsByIBmo51Cqk69ce61Q2b5X97Syp2M6q+gNISJwRkcm1SZNI9HaO\naidBEvm2aR2f1a3CS+nJrUlXkuVkO1RHRW/tZXvHMvK6V2OVTES6pZPhO50kz3F4qhxrlq4LECQr\nRqEfvbUPvdCLztqNztrDgLWLAWsn/ZYOei3t9FvbEaT/7vRVMi2BmmiCtLGEaOMJ1SYRqk1AKXf8\nirq/AkbBxPvVy1nftoNkzzjuSL7aKU8UdBYTn9fsYWnlTjpMA6T7hHF10kRmhQ1z5SMPAU5r3gaT\nU828SZLEro5qllbuYFNrOVqFknOiR3BVwgQiPZyndUmrscwSK00AACAASURBVIPXKpZS1FfBWP9s\nbki4BG+V406icFb01l4O9PzEwZ6f6TI3ABCkiSXGYzgRbsMI0Sbgpw5zRWb+IKIkYBFNWCXz4c8m\nLKIRi2jCLBqxSEYsovHQ/0UDZtGASTRgFvSYRB1GQYdJHMAoHPowifrjriNHiafKD29lEF6qIHxU\nwfiqQ/FVheKvicBbGYjMSZLi/8ps7djL25WfIgHXxV3I1KCxThm5MgkWVtYfYEnFdmp1XUS4+3Jp\n/FjOix6Bp8q5C/wcCZd549Qxb0bBwg8N+XxUtYuyvlb81e4sjMvh4rgx+Dv4mJNjkSSJn9u2saT6\nK2QyGdfEXcD0oHFOeSFzJiRJot1UQ+XAHmp0+2nQF2OVTAAoZWr81ZH4q8PxUYfgrQrCU+mPp9IP\nN4UP7kofNHJ3hzB4kiQhSFaskhlRsmKVLAiHP6yiBatkPvq1IFkOff/w7UfvKx6+XTIful085r6S\nGat46L6HHsuMRfzvZ6tkwiqaERH+kG4ZcjRydzQKd9RydzRyD7QKDzQKD9wUXrgpvI9+9lD64q7w\nwUPph5vCy2XOThHajJ28Ur6E4v5KxvmPYFHCQqfdsIqSyMaWMv5TsZ19XXW4K9ScE53NwrgcpyiM\nc3Rc5g3nN291ui6W1+zl69o8ei0Gkr2DuTx+HGdEZqJROFeFbJuxk7eqPuVATzGZPinclHAZwdoA\ne8v6SyJIVjpMtbQaq2g31tBhrqfb3ESfpe1/juWORS13Qy13QyXXopJpUcrVKGUq5DIFcpkSBUpk\nMjmyw/844sclkI7+E5EkEVESEBGRJAFBEhARECUroiQgSFYEyYqIFUG0HjZi/71tsFDIVChlKhQy\nNUq56vDX6kMf8kO3q2QalHIVSpnm8O976HdWyjUoZWpUcg0quQalTHPo7yLXoJId/izXHv2bKWVq\n1wbFBYIksrJxLcvqv8NT6cGihIXk+GfZW9ZJUdDdyMdVu1jdWIBVEpkQFM/FcWOYGpLsOlL9k7jM\nG85p3iyiwMaWUr6ozWVbWyUKmYzTQlO5JD6HMQGxTvcmIEoia1q28FHtNwBcHrOA2aGTHX4W4F8R\nSZLQC70MWLuO5l0Zhf6jR3tm0YBZNGIVTVgk01FjJUoCoiQcMmeI/PJ6csjUHYpAyWUKZMiRyeTI\nURw2f4c+FChRyJQo5CrkKFAcNocKmfKw0VKhkKsOm0bVf2/7f99XH2POVCjl6v+aM7kKOUqnex25\nOHWo0TXwavlSavQNTAnK4ZrYC/BSOc8JyvHoMA7wZW0uX9Tk0mLsI0TrxTnRIzgvZiTh7q4G638E\nl3nDucxbVX87K+r2s7J+P50mHaFab86NGcH5MaMIcXPOnkz1+mbeqvyUkv5KsnxSuSHhUle0zYUL\nF395LKKVrxp+5OvGH/FSenJd3IWMDxxpb1knjVUU2NRaxvKaXLa1VQAwLiiec6JHMCMsFa2TnRjZ\nA5d5w/HNW49Zz+rGAlbVH+BgdyMKmYwpIcmcHzOSScGJTht2NosWvmr4kW8a16BVaLky9lxXbpsL\nFy5c/IIaXQOvV3xEla6eHP8srou7kACN8xSf/RpN+h5W1OWxom4/zYZevJQa5kSkc1ZUFiP8o1yn\nLyfAZd5wTPOms5rY1FLG9435bG2twCqJJHsHc3ZUNmdEZhKk9bK3xJMir7uI96qX0WJsZ0pQDlfF\nnIeP2rl/JxcuXLgYKgRJ4Num9Syr/w45chZGn8npYdOcZrzWbyFKIrs7alhZt5+1zcUYBAthbj6c\nHpHBvIgMUn1CXRv7Y3CZNxzHvOksJja3lbOmqYjNrWUYBSshWi9Oj8hgftRwUr2d/8nbbupiSfVX\n7OzKI1wbzN/iL3a6zuIuXLhwYS9ajB28W/U5+3uKiPOI4vr4i0n2irO3rEFFZzWxobmU7xvz2d5W\niVUSifbwZ054GrPC00jzCXP698KTxWXesK95azf2s6m1jPXNpexor8QsCgT8H3v3HR5HeS58+Dfb\nm7TSatV7s2XL3bJxwRTTO5hOQmgJIe2QhOSkno8QQnJyUklCSCGUVGqoBmKwaa64y7Zsq1i9111t\nL/N+f0g2Nthg2ZJ3Jb23rr1s7YxmH5WdeeZ5m9HKeZnTuSi7nHkpeROibByMhni5bTXPtb4OwNU5\nF3JF1rnoNbJvgyRJ0kgIIdjQu53HGp6hL+RiedpiPp135YRsvegPenmzfR+r2vawqaeeqBBkmBM5\nJ6OMszOmMt+Zj2ESrrYjkzdObfIWFSp7+ttY21XLO53V7B5oAyDLbGd5ZhnnZU5jbkrehCmFHzzJ\n/LXx33QH+1jkmMstBSvkgARJkqST5I8GeLr5VVa2r8GoMXBt7iVclHHmhF06cCDk462O/axu38eG\n7joC0QhWnYHFqcUsSy/h9LQSMsz2WId5SsjkjbFN3oQQNPv62dh9gE3d9WzoPoAr7EcBZiXncEZ6\nKWdlTGVqYvqEKwPXDDbwRMNz7B2sI8+Sxe2F1zLTPjXWYUmSJE0oLb4OHm94lu0DVWSZ0vhMwQoq\nkmdOuGvK4fyREBu6D/BuZw3vddXQ4XcDUGRzsji1iEWpRVQ480nUm2Mc6diQyRujm7ypQuXAYA/b\n+prY2tvIlp5GOgJDf1RppgQWpxaxJK2YpanFJI+jVQ9GoiPQwz+bXmJdzxbs+gRuyL2Mc9KXTJhq\noiRJUjza2r+bJxqeo9XfSXliKZ8pWEGJLT/WYY05IQS1g12s66pjfXcdW3sbCUQjKECZPYP5KfnM\nS8ljniNv3A/2O0gmb5xc8tbld7PH1c7u/lYq+1vZ1d/CYGRoSSGn0cb8lDwWOAs4zVlIoc05oe+E\nBkJunm15jTc616JRNFyWdQ5XZZ+PWSvXs5MkSToVImqUNzvX8lTzStwRD0tS5nFj3uVkmdNiHdop\nE4pG2NnfwuaeBjb3NlDZ30IgOrTySpbZzmxHDjOSsilPymKaPWNcrrkqkzeOL3nzR0LUe3qoHeym\nxt3FfncH+1wd9Aa9AGhQKElMY3ZyDrMdOcxz5JFndUzoZO0gT8THS21vsrLtLUJqmHPTl3Bt7sU4\nDHLGbEmSpFjwRfy82PYmL7etJqxGOCd9CdfmXDRh5ocbiZAaYd9AB9v6mtjV38rO/hba/a5D2/Os\nDqYmpjPVnkFJQiolCWnkWpPjeg5VmbwxlLxt3ryZgZCPDr+bVt8ALb5+mr39NHl7afD00nbYL1qv\n0VKckMrUxHSm2TOZnpTJNHsmFp0hht/FqeeN+FnZ/hYvt63GF/Wz1FnBDbmXkGVOj3VokiRJEtAf\ncvFcy+u80bkWUDg//XSuyjl/0t9c9wQ8VLnaqBpoZ6+rg2p3J83ePg5mOTpFQ57VQZ7NQZ7VQa7F\nQY41iSxzEhnmxJhX68Y8eVMURQNMB1KALUII74gPMsYyp5eIzJ/eSlA9ckHrRL2JXKuDAlsKBbYU\nihNSKbalkm9LQR/HGflY80Z8rGx/m1faVuON+lngmMUNuZdSYM2JdWiSJEnSUXQFenmu5XXWdG1A\nq2g4L+N0rsw6nxTj5E7iDueLhKgb7ObAYDd1g900entp8vbR5O071Ox6kFVnIM2UgNNoI8Vow2G0\nkmQwY9ebSTSYsemMWHVGzDo9Jq0eo0aHXqNFr9GiURQ0KAhAIFCFIKxGCakRgtGhhy8awhMOMhgJ\n4A4HGAj5cIX89Aa99AY9/OOMz45d8qYoypeAexlK3AAWCCG2KYryArBGCPGbER1wjBTPmi7u+uev\nSDcnkmm2k21JIsuSRJLBEuvQ4oorPMgrbWt4veMdfNEAC5JncV3uxRTZ8mIdmiRJknQcOgI9PNfy\nGm93bUKjaFietogrss8nw+SMdWhxSwhBT9BDq2+AVt8AnX43nQE3XYFBegIeeoMe+kM+3OHAmMWg\nQcFuMJNssOA02Xj89NvGJnlTFOVzwMPAo8Aq4GmgYjh5uwe4XAhx5gl8D6MuXlZYiFddgV5eblvN\nm13rCKsRFqXM4eqcCym05sY6NEmSJOkEdAV6eb51FWu6NqCKKEuc87ky+zx5Xj8JETWKOxxgMBzA\nEwnijQTxR8IE1DDBaISQGiGqqkSFQAw30Coo6DQatIoGg0aLUavHPPyw6o3YdEYS9CYS9aYjJuwf\ns2ZTRVH2Ai8JIb6lKIoWCPNB8nYJ8BchRMYIfi5jRiZvR1fnaeKltjdZ37MNjaKwzLmAK7PPJ8cS\nF782SZIk6ST1h1y81LaaNzrX4o8GmGUv4/Ksc5mTNG1SDLgbr0aSvI10yuZC4D/H2OYFZEN7HIoK\nlS19lbzSvoYqdy1mrYlLs87m0szlk3KUkiRJ0kSWbLBzS8EKrsm5kFUda1nZ/hY/2vs7csyZXJJ5\nNmekLsCkNcY6TOkkjDR56wEKjrFtKtB6UtFIo2ow7GVN13pe73iXrmAvqUYHtxRczTlpS7DqJuYM\n1ZIkSdIQq87CVTnnc2nWctb1bOGV9rf444F/8vfG5zknfSkXZJwh+8WNUyNtNv0DcCGwHGhkqNl0\nPtAMrAVWCiHuGYM4R2yyNpsKIaj1NLKq8z3W9mwhpIaZnljCxZlns9AxC60yeUfUSpIkTWZCCPYO\n1vFq+9ts6t2BQDAnaRrnZyxjfvIMeX2IsbHs8+YE1gG5wCbgDGA9UAZ0AUuEEK5jH+HUmWzJmzfi\nZ23PZt7oXEe9txmTxsgZqQu4IOMMOd2HJEmSdITe4ABvdq7lza519IVcOAx2lqctYXnaYtJlNS4m\nxnSeN0VREoCvAhcAaUAv8DrwKyGEe4SxjpnJkLypQmWvu5Y1XRtY37uNkBqmwJLDeelLOSN1IRbZ\nNCpJkiR9jIgaZdvAblZ1rGXHQBUCwUz7VM5KXcSilDmyb9wpJFdYYGInb+3+Lt7pfp93ujfRFezF\nojWx1FnBOWlLKLHly9FEkiRJ0oj1BPt4q2sjb3VtpDPYg0ljZFHKXM5MXUi5fQraw6a1kEafTN6Y\neMlbf8jFht5tvNu9mRpPAwrK0N1R2mkscszFqJ1cy3hJkiRJY+Ng37i3uzayoXcbvmiAZL2dpc75\nLHXOp9RWIIsEY2BUkzdFUdaM4LWFEOKcEew/ZiZC8uYKD7Kpdwfre7exx1WNiqDAksOy1AUsc1bI\naT4kSZKkMRWMhtjav5v3ejazrX8PEREh1ehgccpcFqfMk4ncKBrted40wOEZ3lQgA2gAOoF0hqYP\naQf2jyRQ6aN6gn2831fJpt4dVLlrUBFkmdJYkXMhpzsryLVkxjpESZIkaZIwag0scc5jiXMe3oiP\n9/sqWdezlVfb3+alttWkGJJY6JjNQsdspieWopvEa4SfSiMdbXol8CBwnRBi02HPnwY8BdwthHhx\n1KM8AeOl8iaEoN7bwpb+XWzpq6TO2wRAjjmDRSlzWZwyl3xLtryzkSRJkuKGJ+JjS98uNvZtZ+fA\nXkJqGKvWzNzkciqSZzInaToJemuswxxXxnKqkF3Az4QQfz3KtluBe4QQM4/7gGMonpM3b8RH5cA+\ntg9UsX1gD30hFwoKUxIKqEiexWkpc8g2p8c6TEmSJEn6RIFokErXPjb3VbKlbxfuiAcNCqUJBcxJ\nKmdO0jSKbflywMMnGMvlsUqB7mNs6wJKRni8SSGsRqjxNFA5sI9K1z5qBhtQUbFoTcxOmsa85BnM\nT5qB3ZAQ61AlSZIkaURMWuOhplNVqNR5mtjav5vtA3t4unklTzW/gk1noTxxCrPsU5lhn0q2OV22\nKJ2EE1mYfr8Q4sqjbHsRmCKEmDaK8Z2wWFbeQmqYOk8je9w17HHVsG+wjpAaRoNCsS2f2UnTmJ00\njSm2Qtk/QJIkSZqw3GEPla597BzYS+XAfnpCfQAk6RMpTyxlemIJ0xJLyLVkopnklbmxrLzdB/xD\nUZTdwLN8MGDhGoZWWfjUCI83IfSHXFQP1lM9WM/+wQPUehoJiwgAeZYszklbwkz7VMrtU7DpLDGO\nVpIkSZJOjUS9jdOdFZzurEAIQUegm93uava4atjjrmFd71YArFozUxIKmZJQxJSEAkptBVjl9fKY\nTmSFhXMZSuIqAD1D65tuBu4VQqwe9QhP0FhV3txhDwe8TRzwNFPnaaLW00BPqB8AnaKlyJpHWWIR\nZQnFTE8sIUFvG/UYJEmSJGm8E0LQGexln7uWvYN1VA/W0+xrRwxPcJFlSqPYlk+RLY8iay6F1pwJ\nndCdkkl6FUXRAE6gRwihntBBxtDJJm/BaIi2QCfNvnaafG00eltp8LXSFxo4tE+60UmJLZ/S4buE\nIlseBo1+NMKXJEmSpEnHG/FT62mk1tNAjaeBA54meg+77qYaHeRbssmzZJFnySLXkkmmKW1CTFQ/\nls2mhwwnbF0n+vXxIKxG6A720RnooSPQTXugizZ/F23+TrqCvYeyf62iIducwYzEUgqsORRacymy\n5ckmUEmKU6pQCaohAtEggWiQoBoirEYIqWEiIkpURFGFihj+OEiDBq2iQaNo0SlaDBo9eo0Oo8aA\nSWvEpDVi1Bgmfd8cSRorVp2Z2UllzE4qO/ScKzTIAW8TDd5W6n0tNHpb2da/B5WhupGCQpoxhSxz\nGpnmNDJNqWSY0kg3OUk1OiZkUWVEyZuiKP/vE3YRQoj7TyKeUaMKlRZfB66wm4Gwm96Qi77gAL2h\nfnpD/XQH++kPuY44cRs1BrLMaRTb8jgzdSE5lgxyzVlkmtPQa044z5Uk6SRFhcpAyE1faIC+0AAD\nYTeu8ODww8Ng2IMn4sMT8eGL+vBHg0e8t0eTgoJZa8SiNWPVWbDpLCTqbSTqbNj1CdgNiSTrE0k2\n2EkxJJFkSESryIFJknSi7IYE5hrKmZtcfui5sBqmzd9Fi7+dVn8nLb4O2gKd7HXXEVCDR3x9kj6R\nVKMDpzEZhyEJhyGJZEMiSXo7SfoEkvSJ2PSWmL5P1RE2YI50tOnHHV0ACCHi4iyVMyNfnPanS454\nzqDR4zAk4TQk4zQ6SDM6SDM5STc5yTA5Sdbb5dBlSYoBIQTuiId2fxcdgW46Aj10BXvoCvbRHeij\nLzRw6C77cDad9VDiZBtOpKw6C2atCYvWdKhSZtQYMGgN6BUdOo0OraJBi2a4gnbwPS9QEahCJSKi\nRNQIYTVMSEQIRkME1aEqni8awB8N4I348UZ8eCJeBiNeXOFBPBHfR5JGDQrJBjupxpQPzjlGJxnm\nVDJNqSTpE+V5R5JGiRCCgbCbzkAPncEeugK9dAf76A72DRVvggMfSe4OsmrN2HRWbDoLFp0Zi9aE\n+bDziEFjwKDRodPo0SnaofOIokUZ/jhYyVeF+sF5RAxV/INqmOBwK4A/GsAXDeCL+IdvOr14Iz6e\nXfr7U7cwvaIoDuBS4B7gSiFE/UkdcJSUz50h/rDqMZIMidj1CTgMSVi1ZnmSlKQYEkLQH3bR6G2j\n2ddGs7+dVn8Hrf5OPBHfof0UFFIMSaSZUkg1OkgxJJNiTCZl+K45ST/0vo63qXaiIoo77KE/5KJv\n+NEb6qdn+OLRFeylN9iPeliCZ9aayDKlkWvJJMecSa4lkzxLFqlGhzxfSdIY8EcD9IVcDIRcDIQH\ncYc9DEY8uIcr+N6ID2/Ujy/iJ6B+0PUipIZP+DV1ivZQ9wvzcFJo1VmwaE0k6Kwk6G3clH/5qUve\nDh1IUb4GnCeEuHhUDniS4nmFBUmaDIQQtAe6OeBtos7TRL23mUZvK+6I59A+dn0COeYMss0ZZJvT\nh/qqmNNIMzrQT8B+KgARNUp3sJeOQA/tgU5a/V2HEtjDB0RZtGYKrNlDfWyH+9lmmzPkLPWSFCMH\nq2nhD/WdVQ/LozSKgma4Iqcd7jur1+iP6317SgYsHMVOIC76u0mSdOp5I77huQ7rqfbUUzvYgDfq\nB0Cn6Mi3ZLHAMYsCazZ5w6PFEifhVDo6jXaoU7U5jblMP2KbN+Kn2ddGo691eIR7C292riOohgAw\naYwU2/IoTShkakIhU21FcmUWSTpFNIoGg6KJiwEQo5m8Xcqxl84aFYqiXAg8CGiBR4QQ/zuWrydJ\n0rG5woPscdVQ5a6hyl1Lk68NgUCDQq4li8XOeZTaCii25ZFrzoq7Js54ZNWZKUsspiyx+NBzUaHS\n5u+kztM4PIVCI6+0reYFEQWG5sKalljC9MRSyu2lpBodsQpfkqRTZKQDFh49ytMGYAYwk6GJen80\nSrF9+LW1QDVwHtDC0MTANwohqo62v2w2laTRFYgG2eOuObRGb5OvDRgapT01oYhpiSWUJRRRmlCA\nWWuKcbQTW0gNc8DTxL7BOva669jrrj1U5cwwpTLLPpVZ9jJmJpXJKY0kaZwYs0l6FUVpgI+Mvw8A\njcCTwBNitDrRffS1FwM/EEJcMPz5dwCEED852v4yeZOkkyOEoNXfybb+3Wwb2MNedx0REUGv6ChL\nLGbW8JJvxdZ8WVWLMVWoNPna2O2qZpdrP3vcNfijATQolCYUMDepnHnJMyiy5spBEJIUp07JCgun\nmqIo1wAXCiE+O/z5zcBpQogvH7bPncCdAHl5efMbGxtjEqskjVdRobLPXcfmvko291fSERjqCZFr\nzmRucjlzkqZTllA0IWYzn8giapRaTwPbB6rYMVBFnacJgcBhsFORPJMFjtnMtE+ZsINCJGk8GsvK\n22eAlUKI3qNscwCXCiH+etwHHIHjSd4OJytvknR8ImqU3e79bOjZzvt9O3FHPOgUHTPtU6hInsl8\nx0zZj2qcc4UG2Tawhy19u9gxUEVADWLWmpifPIMlKfOYkzRdJuSSFGNjOdr0MWAx8JHkDSgc3j4m\nyRvQCuQe9nnO8HOSJI2QKlSq3LWs7dnCxt7tDEa8mDRG5jtmcppjNvOSy2W/tQnEbkjg7LRFnJ22\niJAaZtfAPjb17eT9vp2s7dmCSWNkoWMWp6cuYLZ9mmwGl6Q4N9Lk7eM6S1iByEnE8kk2A6WKohQy\nlLTdANw0hq8nSRNOk6+Nd7o28W7PZvpCA5g0RiocM1nqnM+cpOlxMQReGlsGjZ75jqGK6ufFjex2\nVbO+Zxsb+7bzbs9mEnU2ljrnc1baIoqtebKPnCTFoU9M3hRFmQPMO+ypyxRFmfGh3cwMJVM1oxjb\nEYQQEUVRvgz8h6GpQh4VQuwZq9eTpInCG/HxXvdm1nRtoM7bhFbRMCdpOrcUrGBB8izZXDaJaRUt\ns5OmMTtpGp9Vr2fHQBXvdL/Pm53reK3jHXLNmSxPX8JZqadNyjn5JClefWKfN0VR7gXuHf5UcOzq\nWy9whxDipdEL78TJPm/SZCaEYP/gAd7oXMv63m2E1DD5lmyWpy1mmXOBnNhV+ljeiI91PVtZ07WB\nGk8DOkXLQsdszs9YxozEKbIaJ0ljYFQHLCiKYgeSGEraDgArgO0f2i0IdI7VNCEnQiZv0mTkjwZ4\nt/t9Xu94lyZfG2atiWXOBZybvpRiW16sw5PGoSZvG292reOd7k14Ij6yzelcmHEmZ6ctkv0iJWkU\njeVo03ygXQgROtHgThWZvEmTSWegh9fa32F113p8UT+F1lwuyFjG6c4KeYGVRkUwGmJ97zZe73iH\nWk8jZq2Jc9KWcFHmWWSYnLEOT5LGvQk5z9tIyeRNmgyqB+t5qe1NNvXuABQWp8zlkqyzmWIrlE1b\n0pipHqzn1fa3Wd+7FSEECx1zuDL7PEoTCmIdmiSNW6PdbBoFFgsh3lcUReWjKywcTgghRnO91BMm\nkzdpohJCsG1gD8+3rmKvuxar1sx5Gcu4OONMUozJsQ5PmkR6gwO82vE2qzrewxf1MyNxCityLmSW\nfaq8eZCkERrt5O1e4M9CiDZFUX7AxydvCCHuO95Ax5JM3qSJRhUqm3p38GzL6zT4WnAakrks6xzO\nSV8im0almPJHA7zRsZaX21fTF3JRaivg2tyLmZdULpM4STpOstkUmbxJE4cqVDb0buPp5tdo8beT\nZUrjqpwLWOZcgF4TF4VuSQIgrIZZ07WBF1rfoCvYS4ktnxtyL2VO0nSZxEnSJxjLAQuPAvcLIeqP\nsi0fuFcIcftxH3AMxVPyJoSQJy5pxIQQvN+3kyebX6HJ10aOOZNrcy9icco8tIom1uFJ0jFF1Chv\nd2/k2ZbX6A72UZZQzE15l1NuL411aJIUt8YyeVOBRUKI94+ybT7wvhAiLtZVOdXJW0QNoyigVY6c\nof5g4rbfvZ7drjUIobIs7VOkm4pPWWzS+LPLtZ+/N75AraeRLFMa1+VewhLnfJm0SeNKWI2wums9\nz7W8Rl/Ixbykcm7Ov4o8a1asQ5OkuDOWa5vCsfu8ZQD+EzheXPJGBnCFO3Ea8wmrfva51zEQ6sAb\n7SfXUs70xLMwai20+Kp4t+tvdAXrmZV0HgtTrsKmcxxK2hRFoT/UzgHPFgqtc4mIMDsH3mBesh6n\nUc67JR2pwdvC3xpfYMdAFU5DMl8qvpkz0xaiVeLinkiSRkSv0XFhxhmcnbqIV9vf5t+t/+GenQ9w\ndtpibsy7jGSDPdYhStK4dDzLY10FXHXYU/cpitLzod3MwDJg6yjGFhNCqCiKho09z7CtfyU35j8A\nKOxxvUWmeQpFtgqchjz0GiMAOwdWUZpwGjcV/ISXWn/Gzv5VLE29AQBVRNEoWmoGN6DTGJnnuASA\nV9se5IBnK05j3gk1qQohUIkQUcNERIioiKCKCCoqDFdSFUWDRtGiU/ToFCN6jRGNTADiVn/IxT+b\nXuKtro1YdWZuyV/BhZlnyrVGpQnBqDVwVc75nJu+lGdbXuP1jndY17OVq3Mu5LKs5ejl37kkjcjx\nVN7yGErMYKjqNoehFRUOFwTWA98ZvdBOvaFESkODdwdREaHEthB/1INdn0a+dTZLnNcfStoAOgMH\nMGhMh5pA8y2z6QrW44u4sOjsB/MoAlEvqogc+jqrLpneYMvBV+XDK455wn281fUowaiPoOojpA79\nG1YDhFQ/YTWIQB3x92fQmDFrE7Bok7DpHdj1aSTpXaJvVAAAIABJREFUM3Ea80g3FWHRybvgUy2s\nhnm5bQ3PtbxORES4NHM51+RehE1niXVokjTqEvRWbiu8hgsyzuCvjf/mH00vsrprPbcVXEOFY2as\nw5OkceMTkzchxIPAgwCKotQDVwohdo51YLFwsALW5ttPgt6JXZ/GYLiHVGM+HYFanm/5ManGfIpt\nC8izziQQHUQARq0VgES9k45ADf6o+4hEyKS10RtsPvS5RWunN9h0zDgEKs2+PRg1VoxaM1ZdMsma\nbIwaM3qNCb3GiF4xodPo0SpDD42iRUGDomhACFRUhIgSEWEiapCQ6iegeglEB/FGBugPtdPg2UFY\nBA69bpI+g1zLDIptFRTZKjBqZQIxlrb27eLRhmfpCHSzwDGLW/JXkGlOi3VY44Y/EqIrMEhP0ENP\n0ENf0Et/yIcr5McdDuAJB/BGQvgiIQLRMAE1TDgaJSyiRIWKelh/X42ioFO06DVaDBotJq0es86A\nRWvApjeSoDOSaDCTZLCQbLDgMFpJMVpJNSWQarSh08iq9khkmdP4dtld7BzYy6P1z/CTfQ+zIHkW\ntxdeS5opJdbhSVLcG1GfNyFE4VgFEi9qB98noHpYnn4H63ueQiMiJBkyKLTORaNoCUX97Bh4HQUF\nmy6FqDrUbAlg0FiIighiuFvgUHVMi03nIKj6Dr2GSWsbauI8hgS9ky+WPjam3ycMVRq90X56Ak10\nBGpp9e+jxrOJXa430SkGpiQsYWHKlWSap4x5LJNJV6CXR+ufYXN/JdnmdP7f9K8wO2larMOKO1Gh\n0uYboMHTS5O3j2ZvP62+ftr8Ltp9Llzho3exteoMJOrNJOiNWHVGEg0m0rUJGLV6DBotOkWLVtGg\nURQUhmrfqhBERJSwGiWkRglGw/giITyRAB1+F4PhAO5wgKAa+cjrKUCqKYFMs50sSxK5lmRyrMnk\nWx0U2JykGK1ytPkxzE6axs9nf5eV7W/xTPOr3L3jh1yfewmXZp4jE2JJ+hgnNEmUoijJQCnwkZlB\nhRDvnmxQo8EfdbOq4w+EVT9hNUBQ9ROK+gmLoRP+7UW/+8jXqCJKd7ABo8bKQKgDd7gbb2SAQttc\nFqZ80O1vc+8L7BxYxYWZX0GrMeAKdZA1nOB4In0k6lOBD0aephhz0Cp6+oKtOIzZ9IVayDaXDR8t\ndid1RVGw6RzYbA4KbHOAoZ9Bq28ve9zvUOV6myr32xTZKjgv4y4cBjlC7GRERZRX2tbwVPNKAD6d\ndyWXZi2f9HO1CSHoDLjZ5+qg2t1JtbuLusFuGjw9hNToof3MWj3ZliSyLUnMTs4h02wfqnyZbDiN\nNhxGK0kGC/oxvOj7IyH6Qz56g156gh66A4N0+t10Bty0+Vzs7m9lVdseoodV9RJ0RooTUilJTKM0\nIY2p9gym2tNJ1JvHLM7xRK/RcWX2eSx1zucv9U/zt8YXeK97C18s+TTFNjmoazyKiggh1U9EDRIW\nIaJqiIgIDxU3RBSVKKpQEYijdgFSDn0MtSZphv9V0KAZ7s899P8P/tUoWjSHnhv+/NDXDG0DZUxu\npIRQUYkSFdGh/uciSlREhh/hQ4+ICBNVw4RFkIgIEVFDRESQsDr0GIkRXTUURTEBjwLXceysIy5u\nl4JRH3sG1gw3M5owaEwYNBYStKmYhps5P0yg0hNsotW/j/2DawmpQ02KPcGmI0aGiuEPnUZPhqmY\nyoE3mGY/g75QKzDUtyyk+mnz7SfTPIVUYwHl9rN4pe2XaBU9Fm0il2Z/HSDu7sg1ipZc6wxyrTM4\nO+02tvWvZH3PkzxS9wXOTb+TuckXx13M40Gdp4mH6/5OvbeFiuSZfLboelKNjliHFRN9QS+V/S1U\n9reye6CVvQPt9IU+qExnme2UJKaxNK2YQpuTAlsKeVYHTqMt5n97Zp0Bs85AliXpmPtE1CjtfhcN\nnl4aPb0c8PRwYLCbN9v38mzjtkP75VqSmZ6UyczkbGYmZVOelIVZZzgV30ZcSjU6+HbZXWzq3cGf\nDzzFtyv/j8uzz+X63EvkwJ04IISKO9LDQKgdV7gTd7gHT6QPb6QfX8SFPzpIIOohoHqIinCswz0m\nBc1QYjic2CnDCd1QHf7gv0caak0bvvILcSjpPJi0xcJI53l7ALgN+CbwN+BLQAC4FcgE7hZCvDb6\nYY7caMzzVjO4kX3utVyW/Q029DxNSPXjifQRjPo4M+0WUow5BKJe3u3+G9Xu9SQbMrk466skGzIJ\nRn1s73+VGfbl2PQOVBGl0VuJRtGSbMgiUe8cpe907A2Ge3m1/UEOeLZQ4biCc9PvjPlFdLwIqWGe\nal7JS61vYNcnckfRdSxyzJk0Pz8hBC2+fjb3NLCtr4ltvU00evsA0CoKxQlplCdlMs0+9JiSmIZN\nPzGX+hJC0BP0sM/VwT5XB1WudqoG2mjxDQCgUzRMTUxnbkoeFSn5VKTkk2w8+o3mROeN+Hii4d+s\n7lpPtjmdr5TcIhe9P4WGWqEaafXtpSNQQ2egnt5gE2FxZHXIrE3EpkvGorVj1iZi0iZg1Fowaizo\nNWYMGhM6xYBOYzjUN1vDB1WyofOg5oiE6chEaag6p4roYcmSeuhzVUSHHsN9vNXhfYa6L32QXA3t\nL4arfdHhBEw94jU+eN0jKYf979DHEYmfBq2iQ0GD9mAFUNGjVbRoFR0aRY9uuG/60OwPBrQaA3rF\ngE5jRKcYhvqxa0zoNPoxm6R3H/Br4M9AGKgQQmwb3vYM0CaEuPu4DziGTjZ5U0WUZt8e2vz7OS1l\nBdv6XyWqhrDokkg15pNhLjm078HpRSYyVURZ3fkIW/pe5PTUT7Es9VOxDinuVQ/W89vav9Lm72R5\n2mJuLbga6yQYRdoT8LCx+wDru+vY1FNPh98NQJLBzFxHHnMducxx5DLdnjmpK00HHaxE7uhrZkdf\nM7sGWglEh/rWTUlM4zRnEYtTi6hw5mPVGT/haBPLjoEqfl/7d/pDblbkXMC1ORfLvnBjJBD1UDO4\niVrPJho8OwioHmAoQUs3FeE05pNiyCHZkIXdkE6izolOI9+/o2ksV1jwARcIId5TFCUInCuEeG94\n20XAY0KIjBMJerTF0/JYE4UQglfafslu12puzP8xBdY5sQ4pLoWHq20vtr6Bw5DEF0o+xZyk6bEO\na8xEhUplfwvvdtTwblcN+1wdANj1Zk5LLWRBSgELnQUUJ6ROmorjyQipEfYMtLG5p4H3exrY1ttE\nUI2gUzTMS8njjPRSzkifQpHNOSl+nt6In0frn+Ht7o0UW/O4e8ptZJvTYx3WhCCEoNm3m239K6ke\n3EBUhLHpHBRa51FgnUOOZTp2ffqk+DuLB2OZvDUDXxBCvKIoSi3wayHE74a33Qz8TggRF5OFyeRt\nbITVAH858GU0aPls8e/lxL8f0uRr48Hqx2nwtbA8bTG3FVyDRTfxOqb7IyHWd9expn0/73RW0x/y\noVUU5jhyWZZWypK0YqbZM9BM8Ir0qRCMhtnW28S67jrWdtZSM9gFQK41mbMzpnJORhlzU/Im/NJp\nG3u383DdPwmrYW4vvJZz0pbIpOIkNHh38E7XE7T592PSJlBuP5vyxLPIMk+Z8C1J8Wosk7dngEoh\nxP2KovwUuBP4PyAC3ANsFUJccgIxjzqZvI2dve73eKHlJ1yV813KEk+PdThxQQjBax1v89eG5zFr\nTXyx5NMscMyKdVijyh8J8W5nDf9p28O7nTX4o2ES9SaWpZdydsZUlqYVyxGUp0C738U7HdW83bGf\njT31hNUoKUYr52SWcUFWOQucBRM2kesLDfCbmifY5drPkpR53FX8KawT8OZoLHkjA/yn/SH2D64j\nUZ/K4pTrmJl07hET0EuxMZbJWwWQL4R4TlGUBOBx4HKGRphuAG4UQhx79tlTSCZvY0cVUR6uvR2n\nMZ/r834Y63BizhUe5KHav7G1fzfzksr5UsnNJBkSYx3WqAirUTZ017GyZRer2/fhj4YPJQrnZ06n\nwlkwplNzSB/PEw7wXlctb7RVHUqoU4xWLsqewSU5M5mZlD3hqlOqUHmhdRX/anqFVKODe6Z+Vk4p\ncpyafXt4vvnHBNRBljpv4rSUFbLfWhwZs+TtGC9mBIzAQuCXQoi4KDfI5G1sre54hC19L/H1sqfR\naybm6MDjscdVza9rHmMw7OXmgqu4OOOsCXGx3Ofq4IWmHaxsqaQv5CNRb+L8rOlclD1jQld2xrOD\nldHXWnfzTmc1ITVKvtXB5bmzuTx39sdObzIe7XPX8avqRxkID3J74TWcn75sQrz3xkq1ez0vtP4v\nifo0VuR8jzTThJ9zf9w5pcnbYS96NfC0ECIubsNl8ja2agY38WzzfXy64GfkWspjHc4ppwqVf7f+\nh6eaXiHDlMrXp95BoTU31mGdlMFwgFdaKnmucRt7XR3oNVrOSp/C5bmzOT29BMMkn0x4PBkMB3ij\nrYqXWirZ3NOAAixKLeLq/Hmck1GGQTsxfpeDYQ8P1jzO9oEqzko9jTuLbsSolZWkD2v0VvJk4/fJ\nMBdzbe59WHQTo2VgohlJ8jYx3sHSKZdmLACgN9g86ZK3wy8Yy5wL+HzxjZi147f6uKu/lacbtvBq\n6y4C0Qhl9gy+O/MiLsmZSZJh4k9tMhEl6E2syJ/Hivx5tHj7ebF5B8837eAbW54l2WDhyrw5XF9Q\nQa51fE8UnaC38d1pX+TZltd4uvlVGn2tfHPqnaSbxs88mmNtMNzD8y0/JtmQyfV592PS2mIdkjQK\nZPImnZAEvRNQcId7Yh3KKVXnaeJn+/9Ef8jNnUU3jNummlA0wutte/j7gU3sGWjDrNVzac4srs2f\nz4zk7FiHJ42iHGsyXyo7m7umnsn6rjqebdzGX+s28Hjtepall3JT4UKWphWP25HBGkXDdbmXUGzL\n59fVj/Gtyp9yz9TPMtM+NdahxYVVHQ8TVoNcXfA/MnGbQGTyJp0QjaLFqDETVL2xDuWUeatrI3+s\n+yd2fQIPzPg6JeNwxvfeoIen6rfwZMNmeoNeimxOvjfzYi7PnTVhVzaQhmgVDcvSS1mWXkqn380z\njVt5pmErd238BwXWFG4uXsTlubOxjNOJk+cnz+Cns77FT/f9gR/u+S13FF7LhZlnxjqsmGry7qJ6\ncANnpd1KijEn1uFIo+gTkzdFUYqO81hxMTmvdOpoFB2qiM26bqdSRI3yRONzvNr+NjPtU/nalNux\n6xNiHdaINHh6eLx2Ay827yCkRjkjvZSbixaxOLVoXFYOpZOTbk7ky2Vnc+eUZaxqq+JvdRu5v3Il\nv9m7husLK/hU4Wk4TeOvSpNlTuMnM7/Jr2se48/1T9Hsb+f2wmvRTtL5KDf0PI1Vl0yF44pYhyKN\nsuOpvNXCR5b7OhrlOPeTJoioCKNVJnbxdjDs5RfVj7DLtZ9LM5fzmYKrxtWFYM9AG4/UrOWNtir0\nGi1X5M7hM8WLKEpIjXVoUhwwaHRcmjOLS7Jnsr2vmcdr1/Pn6vd4onYDV+XN5fbSJWRbkmMd5ohY\ndGa+VXYXf298gZfa3qQj0MM9U+6YkJNlf5zBcC8HvNtY6rxBzuE2AR3Plfe2MY9CGndUESWk+jFq\nJm6H9hZfBz/Z9zA9wX6+VHIzy9MWxzqk47a9r4k/7H+XtV21JOiMfK50GZ8qGp/VFGnsKYrCvJQ8\n5qXkUT/Yw2O163i2cSvPNG7h0pxZ3DllGQW28TMIQKtouKVgBdnmdP504F98b/cv+N60L+I0ju8B\nGiNRM7gREEy3T+6m44nqE5M3IcQTpyIQaXzxRgYAsOrG11358aoc2MfP9/8ZnUbHfeV3U5ZYHOuQ\njsuOvmYe2vcW67sPkGyw8NVp53BD4QISZH826TgVJjj54dwr+FLZ2Tw6nMS93FzJpTkzuWvqmeTb\nUmId4nE7N30pqcYUfr7/T3y78md8f/qXKLBOjr5fTb5dJOicpBjG9xRG0tFN7DYvacy4wkPrKw6N\nOp1YVneu548H/kmWKZ3vTvsiaab4v1hVDbTxm71reK+rFofBwjfKz+P6ggXjtvO5FHvp5kS+M/Mi\nPle6jMfr1vOv+vdZ2bqLy3Nn84WpZ46b5tTZSWU8MOMb/Gjv7/j+7l/yrbLPT4qRqB2BWrLMU2Wf\n1glKJm/SCekLtQLgMEycaSWEEDzZ/ArPtrzG7KRp3DPls3G/bmKDp4cH965hVVsVdr2Zr00/l5sK\nF8qkTRo1TpONb5Sfz63FS/hL7VqerN/My82VXF9QweennkGKMf6b4vOsWfxk5jf50d6H+FHV7/iv\n0ltZ6pwf67DGTFREGAh1MC3xjFiHIo0RmbxJJ6Qn2IhW0ZFkmBiDjCNqlIfr/sHb3Rs5J20Jdxbd\niC6O1+zsCXj4/f63ebZxKwaNji9MPZNbihfL5tFhqhB4wiE8oSDecJhANEwgEiEYjRJRVaJCPbSv\nRlHQKRr0Wi0GrRazVodFr8eqN5BgMGKcIKsRnCynyca3ZlzILcWLeXj/OzzZsJnnm3ZwW+kSbi1e\nEvc3DCnGZO6f8XX+d+/D/Kr6UQYjXi7MmJjJjTcygEAlcQK2jEhD5FlJOiGdgTpSjQUTYrSpPxrg\nF/sfYftAFdfnXsq1ORfFbVNDIBrmidoNPFKzlpAa4bqCCu6acuakGYgQVVXavYO0eNy0edy0eQfp\n8A7S5fPS4/fSG/AxEAzgCgZGbei7WacnyWgi2WTGabKQarGSbrGRbrGRbUskx5ZIbkISNkN8Jy+j\nJcNs5745l3Nr8RJ+vXc1D+17m6frt/Bf05ZzRd6cuF731qaz8D/Tv8Ivq//Cnw88iSfi5ersC+P2\n/X6iglEPACbt+JrSSDp+4//KK51yqojS7q9muv3sWIdy0txhDw/sfYgDnia+UPwpzk1fGuuQjkoI\nwautu/ll1Rt0+N2cm1nG16efN646j4+EJxSieqCH6v4eagd6qRvoo97VT4vHRVhVj9jXbjSRZrbi\nNFuZ6cwg2WTGbjCRaDCSYDBi1esx6/SYtDoMWi06jQaNoqAZvmBHhSCqqoTUKMFolEAkjC8cxhMO\nMRgK4goFGAgE6A346A34qB3opcvnJSKOjCPFZCE/MYkiezIlSSmUJqUwxeEkx2Y/9FoTSWGCkwcX\nXs+23iZ+vmcV/7PjJf5R/z7fnnEhC5wFsQ7vmIxaA9+ceicP1f2NfzW9jC/i5+b8qyZUAhcRIQB0\nij7GkUhjRSZv0oh1BxsJqj5yzNNiHcpJ6Qn28cOq39Id7OObZXey0DE71iEd1d6Bdh7Y9Srb+5qZ\nZs/gf+etiOuL40i5ggEquzuo7OlgV08nVX1dNLoHDm03anUU2ZOZlpLKRYVTyEuwk2Ozk52QSKY1\nAbPu1F+gVCHo8Xtp8wzS4nHRPOii0T1Avbuf91obebZmz6F9bXoDZY5UylPSmOXMYFZqBsV2B1pN\n/FaoRmJeSh7/WHYHr7Xu5hdVb3Druse5MKucb8w4n0yzPdbhHZVOo+UrJZ/BrDHyYtubBNUQdxRe\nN26XCPswhaHvQ8ipVycsmbxJI9bkrQQg1zojxpGcuDZ/F/ft+Q2+qI/vT/sy5fbSWIf0Ea6Qnwf3\nrubphi0kGyzcN+cyrsqbG9fNUp9ECEGDe4D3O1rY3NnCts426lx9h7bnJdiZ4Uzn6tJypjlSmZo8\nVLmKt0RHoyikWWykWWzMScv8yHZ3KEhN/1DlsKqvm6reLp6p3s0TVduBoYRudmoGFenZLEjPYV56\nFlb9+G12VRSFi3NmcnbGVB6rXc8jNWt5p7Oaz085g1uKF2OIw36DGkXD54puwKg18lLbm4TVCJ8v\nvmlcv78OOjgpb1gNxDgSaazE3ztKinsN3p0k6TOx69NiHcoJafC28MOq3yKE4L7yr1Fki695kIQQ\nvNi8k1/sWcVAyM9NhQv58rSzSdTH98jXY2n1uFnb2si6tkY2tDfR5RtaDzfZaGZ+ehYrSsuZk5rB\nTGcGduPEGHCRaDAyPz2b+ekfjMaOqip1rj4quzvY3t3Otq42frtjI6oQ6BQNM1PTWZKZz9LsPCrS\ns8flQAmzzsAXy87iirzZ/N/u//Drvat5sXkH3591CYtSj3elxVNHURQ+k38VBo2eZ1teIyqifLHk\n5nGfwBm1VgACw33fpIln/J0dpJiKijBNvkrK7ctjHcoJqfU0cn/VbzFoDNxb/l/kWOJrtOyBwW5+\nuPMVNvc2Mic5hz8vuZQye3zF+EmC0QibO1pY03yAt5vrD1XWUs0WFmfmsSgzl4UZuZQkOSZUP6NP\notVomJLsZEqyk2umDFWtB0NBtnW1sam9mQ3tzfyhchMP7dyISatjUWYuZ+cWsTyviLyEpBhHPzLZ\nlmQeXHgD73XW8EDlq9yx/q9cljOL/55xAQ6jNdbhHUFRFG7MuwydouXJ5ldQEXy55DPjOoGzaO0o\naPBE+mMdijRG4iZ5UxTlZ8BlQAioA24TQgwMb/sOcAcQBf5LCPGfmAU6yTV5dxNS/RTbKmIdyojt\nc9fxwN6HsOms/KD8btJN8TOMPhSN8EjNWv5U8x5mrZ4fzL6Mq/Pnjps+OK5ggDXNB1jVWMM7LfV4\nw2GMWi2LMnO5sWwWZ2QXMCXZOamSteORYDByZk4hZ+YUAkPJ3Kb2Zt5tbeCdlnru3bCaezespjQp\nhfPySzg/v4TZqZnjZgDEsvRSXlj+Rf5U/R5/qVnLe101/Hf5BVyeOzvu/hauzb0YRVH4V9PLKMCX\nxnECp1G02HQO3OHuWIcijZG4Sd6AN4DvCCEiiqL8FPgO8C1FUaYDNwDlQBbwpqIoU4QQ0RjGOmnV\nDG5EpxgpsMZn5/5jqXLX8kDVQyQb7NxXfjcpxviZHb6yr4X/2fEitYPdXJQ9g2/PuHBcTP3hCgb4\nT2MNKw/sZ11bI2FVJdVs5YriaZybV8KSrLyYDCYYzxIMRs7NL+Hc/BIA6l39rGmu443GOv5Y+T6/\n37mJDIuNiwqncEnhVOanZ8d9ImfS6vmvacu5OHsG9+58me9uf4FXWnZx35zLyLLEV0XxmpyLQMC/\nml9Gg4Yvlnx63NxAfViyIZP+UFusw5DGSNwkb0KIVYd9uhG4Zvj/VwBPCiGCQL2iKLXAQmDDKQ5x\n0hNCpXpwA4W2ueg146dv0h5XNT/e+zApxiTuK/8qyYb4GAEXiIb53b63eKJ2A2mmBH5/2k2cmTEl\n1mF9rEAkzJtNdbxQu5e3Ww4QVlVybHZuK5/PRYVTmDOOqkLjQaE9mTvsFdwxowJXMMDqpjpera/m\nn/t28tiebWRZE7isqIwrSqYx3ZEWd9Wsw5UkpvG302/jyfot/KrqTa5Y83vuKT+P6wrmx1WCdE3u\nRaioPNW8Ep1Gx+eLbozrn+uxpBhz2Ot6DyHEuIxf+nhxk7x9yO3AU8P/z2YomTuoZfg56RRr9e9n\nMNLDmQm3xDqU47bHVc0De39PqtHBD8rvjpvEbWdfM9/b/gL1nl6uzZ/PN8rPwxanqyMIIdjS2coz\n1bt5tX4/g+EQ6RYbt0yfx+XFZcxyZsiLwylgN5pYUVrOitJyBkNB3myq46W6vfxl91b+uGszU5Od\nXF1azlUl00mzxGflVqNouKloIWdlTOHeHS9xf+VKVrVV8aO5V8RVFe7anIsJqxH+3fofDBo9txVc\nM+7+xlONBWxXX2Mw0kOiPjXW4Uij7JQmb4qivAkcrff194QQLw7v8z0gAvzjBI5/J3AnQF5e3klE\nKh3NPvd7aBUdpQmnxTqU41LlruXHex8m1ejgvvKvkmRIjHVIhNQIv9/3Nn+pWUe6OZFHFt/M4rTi\nWId1VD1+L8/W7OGp/ZUccPVj0em5uHAKV5WUszgzN+6m75hMEgxGriqZzlUl0+kP+Hn5wD7+XbOH\nH7//Dj/d/C7Lc4u5sWwWZ+YUoovD31OWJYk/Lb6ZZxq38rPdq7jyrd/znRkXcWXenLhIkhRF4aa8\nywmpYV5pX4NZa+LGvMtiHdaIpJuGzisdgVqZvE1ApzR5E0Kc+3HbFUW5FbgUOEcIcXB2wVbg8Lkc\ncoafO9rx/wT8CaCiokLOTjiKVBFlr/tdimwVmLTxeVd/uOrBeh6oegiHMYkflN8dF4lbrbuL/976\nHPvdnazIm8u3ZlwQd9U2IQSbOlr4+94dvN5QTVhVWZCezRdmn8YlhVPH9VxkE1Wyycxnps/lM9Pn\nUjvQyzPVu3muZjdvNNWSaU3gxqmzuKFsFulxVo1TFIXrCipYmlbM97a9wPd3vMhbHfv5wZzL4mJE\nqqIo3FpwNQE1yLMtr2HWmrgy+7xYh3Xc0k1FaNDS5tvPlITFsQ5HGmXKBzlSbCmKciHwS+BMIUT3\nYc+XA/9kqJ9bFrAaKP2kAQsVFRViy5YtYxjx5NLg2cG/mr7LlTnfYVrisliH87HqPE38YM+vSdQn\ncP+Mr+EwxLY5RgjBPw5s4hdVb5CgN3HfnMs5O2NqTGP6MH8kzPO1VTy+Zxv7+3uwG01cU1rOjVNn\nU5o8MZfgmsjCapQ3G+v4576dvNvagE7RcGFBKbeWz6MiPTsuqluHU4XKX+s28uu9q7HrzTww70pO\nTyuJdVgARIXKg9WPsa53K3cV38R56afHOqTj9tiBuzFoTHyq4KexDkU6DoqibBVCHNdUDvHU5+13\ngBF4Y/jEslEIcZcQYo+iKE8DVQw1p35JjjQ99Xa5VmPUWCi1xXeTaZO3jR9W/RarzsJ95XfHPHHr\nCXj43vYXWNtVy5nppdw/9wpSjPFTAen0eniiahv/2LeTgWCA6Slp/HTZBVxRPE2OFB3H9BotFxVO\n4aLCKTS6+/nb3h08tX8Xr9TvZ6YzndvL53NZcRl6jTbWoQJDfeFuLVnC4tQi/nvrc3x+w9+5uWgR\nX59+bsxXZ9AqGr5Segu+aIA/1v0Lm9bCYue8mMZ0vHIt5WzrX0lEDaHTyKr5RBI3lbfRJitvoyek\n+vnN/k8x3X4mF2fdHetwjqnN38X/7P4lGkUhqcSEAAAgAElEQVTh/hlfJ8MU234e67pq+c625/GE\ng3yj/HxuLFwQNxWP6v4e/lS5mRfqqogKwfn5Jdwxo4IFcViVkUaHLxzi+doq/rJ7K3WuPjIsNm6f\nMZ+bymaTYDDGOrxDAtEwv9jzBv+sf59p9gx+XnENBbbYz8kYjIa4r+pB6jzNfH/6l5hpj6/q+dHU\nDG7i2eb7uCn/J+SPs+mdJqORVN5k8iZ9op39/+HV9ge5ueDn5Fimxzqco+oJ9vG9Xb8kpIa4f8bX\nyLF8dL3JUyWsRvnt3jX8pXYdJQmp/LziGkoT02MWz+F2dLXz0M6NrGqsxaTVcd3UmXxuRgV5ifEz\n0k8aW6oQvN1Sz58qN7OhvYlEg5Gbp83l9hnzcJpj39fsoDXt+/j+9hcJq1HunX0pl+bOinVIDIa9\n/M/uX9IT6ueHcbi03ocFoz5+tf86FqVczVnpt8U6HOkTyOQNmbyNpr/W30Mg6uFzxX+Iy6qMO+zh\n+7t/QX/IxX3lX6XIFruRxh1+F9/Y8izb+5q5Nn8+3555ISZt7JsfN3e08OD29bzX2ojdaOLW6XO5\ntXweDpMl1qFJMVTZ3cHvd27i9YZqTDo9N5XN4vOzFsbN4IYOv4tvbnmObX1NXJM/j+/MvCjm76fe\nYD/f3fVzIiLKj2d+I65Wajmavzf8NyHVx+1Fv4t1KNInkMkbMnkbLd2BBh458EXOSf8sC1NWxDqc\nj/BHA9y7+9c0+9v5/rQvU24vjVksa7tq+dbW5whFo/xgzmVckjMzZrEctLmjhV9tW8e6tiacJguf\nm1nBp6fNxWaQ/V+kD9QO9PLwzk08X1uFTqPhprLZfGH2aXGRxEXUKL/b9xZ/rllLmT2DX1ZcS74t\ntoNomn3tfH/3L0jU2Xhg5jdI1Mf+53QsG3qe5u2ux/ly6V9J0Md3ojnZjSR5i78JgKS4sr3/Nf4/\ne+cdHmWZ9eF7ZtJ7772RHkoCoXcQKWJXbIjoil0UCxbsqCB2USyArooFEelIh4SQQEIq6b33MplM\nf78/ENf1c3fVzDszaO7r8g9zheeczLzl95znFJnEgnjn6aZ25f+h0Wt5tXgDVf31LI+6zWTCTS/o\nebf4MHee/CdeNo58PfkOkwu3/PYWbt77LVft/JKSznaeHDOFE9fdwZ1JY4aE2xD/jwgXd16bfClH\nrl7KZeGxfFqUw8SvPuSFU4fpVCpM6puFVMYDsTNYn7qIJkUP1x7dwKGmYpP6FGjny2PRd9Km6uTl\n4vWodGqT+vPfiPipyKys75SJPRnCkAxF3ob4j6j1St4pvZFwh9FcFvCIqd35N/SCnjfKNpHWfpp7\nIm5mqleqSfzoVit47Mx3HG8tZ0FAIk8nzcPWwnTiqLKnk7WnT7CrqgQXaxuWJY3h5pjh2P3F+7Mp\n1Bra+/vpVAzQpRigW6mkT6lCrlLTr1Gj1GhRarWotTp0ej26n557EkAmlWIhlWIlk2FjaYGNpQX2\nVlY4WlvjbGONs60Nrra2eNjb4W5vh6XMPCo0xaSmt4s3stP5vuIcdhaW3J6QzNL4FJML/wZFFw9m\nfk1hTxN3RE3knuipJh0ef7Ijh9dKPmKM23AeGnabWY35uoAgCHxQcTsulj5cF/yCqd0Z4r8wdGzK\nkHgzBDlde9jb9LbZFSoIgsDG6m/Z1XSYm4IvN1njzJKeZu7L3ELzQC8rE+ZwTUiyyXICWxVy3sxO\n58uSPKxlFtyekMztCSlmVUU4GJQaLdVdXdR0dlPb1U1ddw8NPX009/bR3CenT6X6j//WUibD1tIC\nGwsLrGQyZFIpUokEiUSCIAjoBD1anR61TseARotSo/lZ3P0Wbna2+Do54uPkSICzE4EuzgS5uhDi\n5kKAi7NZTjT4s5R2tfPamRPsrS7D3caO+0eOZVF0kklbjKh0Gl7M283W2hwmeEXw6qgrcbayNZk/\nPzQeZHP1Vub7Tmdx6JUm8+O/cbjlEzI7tnHfsC+wlTma2p2/HDr9AGpdG1p9F1p9D1q9HL2gRC+o\nEAQtABJkSCSWSCU2yKT2WEidsJS6YinzwELqhOT8M2lIvCWNCBO2HbwdO8tIHKxisLOKQioxfeL4\nxYIgCHxceTdSiZRbQ982q0KF7Q0/8mnNNub6TjXZzMG9DQU8mbMdR0sb3ki5hiQ301SdDWg1fJh/\nmvfzTqHS6lgUk8R9w8fiaWc+VYN/BL0gUNPZTVFLK8WtbZS2tlPe3kl9dw+/fFK52NoQ4OyEr5MT\n3o4OeDna42lvj7u9Ha52trjY2OBoY42jtdUfjpQJgoBKq6NPpaJXqaJ7YIBOxQAdCgVt8n5a+uQ0\n98lp6umjoacXhUbz87+1lEoJcXMlwtOdaC8Phnl5EOvjjbeDvVndQ3+UnNZGXs48RkZzHWHOrjw+\nejIzgyJM+jd9XX2aF/N242vnzDujryfCycskfgiCwMdVX7On+Si3h13HJT6TTOLHf6NxoJTNVQ8w\n1+8BEl1mmdqdixK9oEahqaBfXYxCU86ApgqlphaVrhGtvndQa0slNlhb+JMSsH9IvMUP9xXe/94V\ngfO5CFKJNQ5WibjYjMHFdgJO1sORSMypR7F5Udufz+c1jzLH9z6Gu15iand+5nhbFm+UbWSc+0ge\njFpi9GMKvaDnrXOH+LDsBCPcAnk95Ro8bYy/kxUEgR2VxazOPEpjfx+zgyN4fPQUQp1dje7LYOjo\nV5Bd38jZhibyGpspaG6lX33+nrWQSgl1cyXS051wDzdC3dwIdXchyMUFRxvziCgKgkBHv4La7h6q\nOrqo7OikoqOT0rZ26rv/9UD3sLcj3tebJD8fhvv7kuTni4P1xXWULQgCh+oqeSnzKOXdHaT6BvJ0\n6lTi3E3XBiens5YHMr9GoVXzyqgrmOYbbRI/dIKOV4o/IKeriJUxdzHC1XxOKuD8d/d++W24WvkN\nHZ3+TnT6fnqUWfQoT9GjOo1cVfiznpBgiY1lELYWQVhb+GMt88ZS5omVzB2Z1AkLqQMyiR0SidW/\ndIagQ48GvX4AndCPVt+LRteFWteGWteMUttInPd7Q+ItOTlZyMo6xYC2BrmqiD71WXqVZ5CrCwE9\nFlIX3O1m4Gk/HxebVCSSv34eyx9ha90L1CryuSdyM5ZS85i/WdhTynNF7xDlGMJTsfdiJTVuJFWu\nUfJo9nccaS7l6uBRrEycg5XU+BuAgvYWnjl5kKyWBuLcvXg6dRqpvubdb+oCLX1yMmrqyKytJ6u2\nnurObuB8xCra25MEXx/ifb2I9fYiwsMNK4uLd4MlV6koaW2nqKWNgqYW8puaqWjvRACkEgnRXp6M\nDvJndHAgo4P8cbIxj/vsf6HV6/miOJd1Z9LoVg2wKDqJh5MnmKztTPNAD/dlfkVRdyP3x0xnaeQE\nk0QEB3RKnsxfR6uqnRcTHibIzs/oPvw3jrRsIqPjW+6N+gx7i4trk2cs1LoO2vv30qH4kR7lKQQ0\nSLDE0ToBR+vhOFgl4GAVg41lsCgneUPHpvznnDeNroduZRqdioN0KA6iE+RYy/zwdbweH8frsZQN\nNSvtVjfzfvlSs2rsWK9oZmX+GlytnHkx4WEcLIz7oqjv7+LuU19QJW/nsfg5JpmW0K0cYM2ZE3x+\n7ixuNnasSJ7INVHxyMw4x0qp0ZJZW8/xympOVNZQ0dEJgJONNcmB/owK8GNkgB/xvt5YX8RC7ffS\np1SR29jMmfoGztQ1ktPQiEqrQyqREOfjxYTQYCaGhzDc39fsc+d6VEreyE5nc1E29pZWPJw8gRuj\nh5vkelTqNDyVs53dDQXMD0jk2eHzsTZBP7h2VSeP5r2KldSSlxMewdnKfPLL2pQ1fFS5jBne/yDF\n/TJTu2M2CIKWDsVhmuVf0TVwHNBhaxGKm910XG0n4mQ9CpmRAhhD4o3fV7Cg16voGDhAU98WepQn\nkUns8XW8gQDnf2ApczaSp+bHgeYNnOncwbLIjTiZQV+gbnUvj+evQaVX83LCI3jZGLfHU3ZHLfdl\nbkEn6FmXfDVjvcKNal8vCHxbVsDqzKN0q5TcEjuCB0eOx9naPCM1rXI5h8oqOVRWSUZ1HUqtFmsL\nGSmBAYwPDSI1JJBoL0+zFp3GQq3VktvYzMnqOtKra8htaEYnCDjZWDMxLITpkWFMCg8x66hcaVc7\nq04eJL2xljh3L14cP5MRXsaPOgmCwAelx3i7+DAj3AJ5a/R1uFkbP/ezvK+apwpfJ8w+iGfi7sPS\nyCcE/41PKu9FgoRbw94ytSsmR6dX0iz/iobejai09VjJvPFyWIiX/QLsrUwz+mxIvPHHq0371SXU\n9bxPW/9OLKTOhLgsx8fxOiRmWPotJiqdgnfKbiLCYTSXBTxqandQ6dSsKnyDGkUDz8U9SKRjiFHt\n76zP48mc7fjZOvNe6iKjz1gs7WrnibQfyWyuZ5SXHy+Mn0msu2kSs/8bDT297CsuY19xGWcbmhCA\nABcnpkaEMTk8lNFBAdhY/vUja4OlV6kkvaqWoxXVHCmvokOhwEIqJTU4kFnREcyKisDN3vymYgiC\nwK6qEp7LOEyrQs6i6CQeTZlkkg3G3oYCVmZ/j5eNI++lLiLM0fgzjtPaT7Ou9BOmeY3lrvAbzaZY\nJbPjew62bGBp2Ho8bYJN7Y5JEAQdzfJvqO1+C7WuFSfrZPydluBuN83kefBD4o0/3yqkX11MRecL\n9CgzcLJOYZjna9hYmFfugpic6viOQy0fsTj0TXxtTTetAM4XB6wr/YSMjhxWDLudMe7DjWZbEATe\nLz3GO8WHSXEP5o3R1+JiZbyXplKr5d3cDNbnnsLe0orHUiZz7bAEpGbyEgBok/ezu6iEXedKOdvQ\nBECMtyezhkUwIyqCKE93s3lpXYzoBYHchiYOlFawv6Scmq5upBIJqcGBzIsbxqxhEWYXkZOr1azL\nPsHGwmzcbWx5OnUa88OijX4d5HXWc0/ml2j0Ot4afR0pHiFGtQ/wZe0Ovq3fw+KQK5nvZx5Nzvu1\n3bxTehPJbpcx3Wepqd0xOn2qPMran6Bfcw4n62SCXR/ExWaMqd36mSHxxuD6vAmCQIt8K5WdzyOR\nWBDt+QauthMN7KH5oRO0rC9bgquVHzeEvGxqd35++Bm7l5tGr+OZszv4vu4sCwKTeHb4fKMWJmQ1\n1/Po8X1U9HSyMDyGp1On4W5rHtEWpUbLgdIKtuUXkVZVg14QiPbyZG5sFHNioghyHcoZFQNBEChu\nbWfvuVJ2nSuhtqsHS5mMaRGhLEyIZVJ4iFk1Dy5ob+HxE/vJa29mWmAYL46fiZ+Dk1F9qO/vYlnG\n59QpunhxxEKjTz3RC3rWlnxEVmcuT8TezXAX86hA3Vr3AvWKQu6J+hTZ36R9liDoqO1+h9qed7GS\neRLm9gQednPMbnM5JN4wTJPeAU0151rvoV9TRqT7i/g4XmUg78yT/O6D7Gx8jasDnyHCcbRJfTnW\nlsmbZZuY7jWOZeE3GO0mk2uUPJj1NeltlSwbNpm7h00xmu1+jZpXso6xuSiHAAdnXpowk8kBoUax\n/b8oaGrh29wCdhSW0KdS4efkyIL4GBbERRPhado5k383BEEgv6mFHYXF7CgsplMxgLudHQvio7k6\nKd5svg+dXs+momzWnD6BTCLhsZRJ3BAz3KjR4x71APdlbuF0Rw0Pxc7k1ohxRn1hD+iUrMxfS4eq\ni5cTH8XP1vQpD+V9WXxTt4rLA1YS7TTB1O6IjkbXTXHbfXQr0/GyX0i429NYyIy7kfi9DIk3DDdh\nQauXc671brqVaUS6v4SP4zUG8M78ON+U9y4EYGnYuybN9Svpq2RVwRtEOYbyVOy9WBop6tWm7OPO\njM8p623h2aQFXB48wih2AdIba1lxbC8N8h4Wx41kRfJE7E080kqh1rCjsJgtOXkUNrdibSFj9rBI\nrkyKY0xwoFkd4f5d0eh0HK+s5ru8Ig6XVaLR6xkZ4Mf1IxO5JDrSLCp4a/u6eez4PtIaa0n1DWTN\nxEsIcjJehFat07IyZxt7Ggq5MWwMj8bPNmp/yBZlO4/kvYKLpRMvJ67AVmbao269oGN92RLcrQP/\n8j3flNoGCpoXo9TWE+H+vNkHYIbEG4Ydj6UXVBS1LqNr4ASxXu/jbjfNIOuaExd2Y/P8HiLBxXT5\nGRdK7W1k1rycsAJHSwej2K2Wt3N7+md0qRW8nnINE72Nk++n0Kh5+adoW4iTC2snzSHFJ8Aotv8T\nNZ3d/PPMWbbmFSJXqRnm6cG1IxJYEB9tdjlWQ/yLjn4F2/KL+Conn5qublxtbblqeBw3jEzCz9m0\nkQZBENhSks+Lpw6jEwRWjp7MjTHDjRYF0wt61hTu59OKDC7xi2P1yMuxkhlP2Ob3lPBc4dskuyWw\nYtjtJp+BeqLtC463/ZM7Iz7G1crXpL6IhVLbQF7TInRCH7FeG3C2+V2ayKQMiTcMP9tUp1eQ17yI\nAU01I/y2Y2v516rU+Wf1CnrUrdwZ+TEyE1XcqHRqnih4jRZlG6sTVhBgZ5yHSn5XA8syPkcCrE+9\ngXhXf6PYzW5tZPmR3VT1drEkbhSPpEzE1sI0OSiCIJBRU8fGzGyOlFdhKZVySUwUi0YmMjLAz+xy\nQ4b4z+gFgZPVtXxxJo+DZRUAzIgKZ/HokYwy8XfZKO/l0eP7ONZQzUT/YNZMmoOvvXF6oQmCwMby\ndF4r+pGxnmG8mXIt9pbGm9Sxo/Egm6q3cn3gfK4KnGM0u79Fn6add8sWM9r9cqZ532ZSX8RAo+sm\nt+lq1Lp2Enw+w9E63tQu/S6GxBviDKZXahvIaZyPrWU4ST5b/jJTGeoVhXxWvYIZ3neQ4r7QJD4I\ngsC60o852ZHD4zHLGOVqnJstvbWC+zK34G5tz4axNxHsIH6+kEav483sk7ybm4GfvSNrJ81hrF+Q\n6HZ/0xedjj3nSvko4wzFrW242dly/chErh+ZiJeDcaKeQ4hHY08vn2fn8nVOPj1KFYl+Ptw2ZhSz\nhkWYrM+eIAh8XpzLC6eOYCmV8sL4mVwWHmM0+9/XnuXps9uJcfbl/dQbcDVSLzhBEHirbBPH20+z\nMuYuRrrGGcXuf+K7uheoVRRwT+SnWEgvrlFt/w1B0FHQchs9ylMk+Hx2UUTcLjAk3hBHvAG0yrdT\n0v4QEW7P4eu0yODrm4Kva1fROFDC3ZGbTDYKa2v9Xr6o/YGbghey0N84g5P3NRbyyOmthDl6smHs\njUaZUVrV08X9R3aS29bMVZFxrBo7HScr48/pHNBo+Da3kE9OnaGhp5dwdzeWjBnFgvhos8iTGsKw\nKNQatuUXsSkzm5qubgJdnFmaOoorEuNM9n1X93TxwNFd5LQ2cVl4DM+Pm2G0vnCHm0t4KOsb/O1c\n+HDcTfjYGqcp+/nThbW0Kjt4NekxfGyM34PuAtXys3xZu5K5fstJdJlhMj8MTV33eqq7XyPC/QV8\nHa8ztTt/iCHxhnjiTRCEn45PK0gJOIxMavwO3oakeaCCjVX3MsnzZsZ7muZCz+rM45XiD5jokcx9\nkYuNcqzzbc0Znj27kyS3AN5LXYSTpa2o9gRB4JuyAlalH8RSJmP1hFnMDTV+F+9+tZovzuTyyals\nOhQKRgb4csfYFKZEhA0VIPwN0On1HCyrZMPJLPIam/FysGfJmFFcNyIROyvjH9lr9Xrezc3gzex0\nfO0deWPKXKPlfGa1V3P3qS9wsbLjo3E3E2TvZhS75wsYXsbdypXVCSuwlpkm6iUIAh9W3Iml1JrF\noW/+JVIjFOoKshvn4W43g2jPty66v2lIvCGeeAPoVWaT23wNoa6PEeB8cTc63Fb3ElX92dwVuQkb\nmfGPyeoVzTye/yq+Nl48H7/cKA+yTeXprCnczwSvCN5IuQZbC3Ft9qpVrDyxnx2VxaT6BvLGlLlG\ny/O5QL9azT9Pn+XjU2foHlAyPjSIu8aPISXItMURQ5iGCzmO69Myyaipw9XWlqWpo1g0Kgl7K+OL\niZzWRu47vJN6eS8PjBjHPcNTjXKsW9DVwD8y/omlRMZH424mwsk4rTxyugp58dx7TPJM4d6IW0wm\nMrI7d7Gv+V1uCllLgJ159KEbDAXNt9KnzmWU/36sZKYf7fhHGRJviCveAPKaFqHSNZHsf/CiHaHV\nrqrlw4pljPO4hsletxjdfr92gMfyX0Wu6efVpMfwtBZ35ysIAutLjvJuyRFm+cXyyqgrRG++m9vW\nxN2HdtAo72X5qAksSxxt1FwjpUbL59m5bEjPomtggEnhIdwzIZXh/n/NCrPfQqfXo9JoUWq0aLR6\ndHo9+p+eexIJyKRSLGUyrC1lWFtamFWzW2OQXd/IuycyOF5Zg6utLXeMS+GGkUlGH2fWp1bxVPoB\ntpUXMcYngLemzsPHCJuc8t5WlqZ/ikbQ8eHYm4h1Mc5Ena/rdvNV3U5uD7uOS3wmGcXmr1HrB3i3\n9BZCHUayMOAxk/hgKHqUmeQ1L7qogypD4g3xxVur/AdK2peT4PO5WY3X+CP80LCG0t6T3BW5ETsL\n4+R8XEAv6Hm1eANnugpYFXcf8c5RotoTBIHXin5kY3k6CwOH89yIBchEFN2CIPBJ4RlWZx7Fy86B\nt6bOI9nbOFWscL4QYWteIe8cz6BV3s/40CDunzTuLyPa+gZUNHb20tTVS0uPnLaeftr7+umUK+iS\nD9CjUNI3oKJfqUap0f6htS1kUhxsrHC0tcbJ1gYXe1tcHWzxcLTD08kBbxcHvF0c8XN1xMPJ/qI7\nmvlP5NQ38uaxk6RX1+LlYM9d48dw9fB4o4vZrWUFPJl2ABsLC9ZNvpSpgWGi26yRd3Bb+qfINUo2\njL2JRDfxI9J6Qc/qc+vJ6ynmhfiHjD63+QIHmz8iq/N77orciJOl6XLwBktBy1LkqnxSAo4iM1Hu\n9mAZEm+IL950egUZdaPxdriaCPdVotkRiw5VPR9W3GmyUvFv6nazpW4nS0KvZq7vVFFt6QU9q/P3\n8kVVJteGJPNk4qWi9lnqUSlZcWwv+2rKmBkUwdpJl+BiI25O3QUEQWB/STnrjqRR1dnFyABflk+e\nwOjgi+94VKfXU9feQ0VzBxXNHVS1dlLT1k1dezc9CuW//a5UIsHNwRZ3R3tc7G1wtrPB0dYaB1tr\n7KwssbGyxMbSAkuZFJlM+m/5fVq9Ho1Wj1qrRanWolCp6Vdp6B1Q0qtQ0d0/QKdcQUefArVW9292\nbSwt8Hd3JtjThVAvN8K83Qj3cSfM2x0bq4uz8COzpp51R9PIrm8k2NWFByePY05MlFFFakV3J3cf\n+oFznW3cnTSG5aMmYCFyxLpR0c2S9M10qvpZn3oDo9zFbwfVp+lnRd5qBAHWJj1mtL6Wv6RH3cL6\n8tsu6rYhSk0dWQ1TCXK+l2DX+03tzp9mSLwhvngDKGy5HYWmgpSAQ6LaEYMdDa9R3HuCuyI/wd7C\n1ai2s7sKeence0z0TOE+kfM99IKe53J38U3NGW4JH8uKuFmi2itob2HZwe00yvt4bPQklsYnG+2l\nl1PfyCuHjpFd30SEhxsPTZnAtMiwiyIypNPrqWjupKC2maL6Fs7Vt1LW1I5S/a+omY+LIyFergS6\nOxPg4YK/mxO+rk54uzjg7mgn+nG0IAj0KlS09PTR1NVHY2cv9R091HV0U9vWTW17N1qdHjgvJkO8\nXIn29yImwIu4IG9iA7yxs744ZkkKgsCR8irWHUmjpK2dRD8fHp020ag5kkqthmdOHuLLkjxSfQJ5\na9o8vO3EFTctA73clr6Z5oFe1qfeYJSB9uV91TxRsI4E52GsjFlmkga+2+pfokqew92Rm7GWmccc\n5T9CTffb1Ha/xeiAo1hbGOfYWwyGxBvGEW8NPZ9Q2fUSowPSsLbwFtWWIelSN/FB+e0kuy1ghs8d\nRrV9odLKw8qNlxIeFrVAQS/oWXV2B9/V5nBH5ETui5kmqpD5ujSfJ9N+xNXalnenLzDaMWlDTy9r\nD59gV1EJnvZ23D95HFckxokeqRgMA2oNudVNZFc2kFPZQH5tMwqVBgAHGyui/b2I9vckys+TCF93\nwrzdsLM2715UGp2O+vYeypraKWtqp7ihjeKGVlq65QDIpBIifT0ZEerHiDA/ksMD8HAy72p1nV7P\n9oJzvH40nZY+OTOjInh0+kSCXI033uq7skJWpv2Ig6UV706bzxjfQFHttSn7WJK2maaBHt4ds4gx\nnuLPF97bfIwPK7ewKGgBVwZcIrq9X9OgKObT6uUm7fU5GLIb5yOT2JPku8XUrgyKIfGGccTbharT\nWK8NF9XIrJ0N6zjXe4xlEZ/gYGmc8nj41wSFVmU7ryY9jo+NeNVAOkHP0zk/8H3dWdEHzKt0Wp49\neYjPi3MZ7xfE21Pn424r/u51QKNhQ3oWH506f50vHZPM0rHJJqkW/F9odXoK65o5WVJLRmkteTVN\naHV6pBIJkb4eDA/1IynEl7ggb4I9XJFKzT9a+Hvp6FNQWNtMXk0zudWN5NU0M6A+L1RDvFwZHRnI\n2KhgRkcG4mhr/J5/v4cBjYaNp7LZcDILjV7PLSnDuWv8GBysjeNvSWcb/ziwndq+bp4YM4UlcaNE\n3Yi1K+Xclr6ZekUX7425QXQBJwgCb5RtJL39DM/E3U+cyDnAv8VnVQ/Tp23nzoiPkV5EDejVunZO\n1aUS4vIwgS53mtqdQTEk3jCOeNPq+zhZO4IQ10cIdDZuBOvP0qluZEP5HUaPugmCwHsV/+RQ60lW\nRi9jlFuCaLZ0gp6ncrazvS6Xu4dN4a7oKaLZau7v484D28lpa2JZ4mgeTp4oesRLEAT2FZex+uAx\nmnr7mBs7jBVTJ5h8fuWv6ZIPcPxcFceLqkgvqaFvQIVEArEB3qREBJASEcjwUD+zFSxiodXpKW5o\n5XRFPVll9ZyuqGdArUEmlZAY7MvE2FAmxYYR6etudkferXI5646k8V1eER72djw8dQILE2KN0iOw\nV63i4aN72FdTxoLwGF6dOFvUcXIdKloPrRIAACAASURBVDlL0s4LuPWpNzDaQ1wBN6BT8kjeKyi0\nA7yWtBIXK+Pez6V9J9la9zyX+T9KrPNko9oeDG39eyhuu5ckn29wshlhancGxZB4wzjiDeBkbQoe\n9nOIdH9OdFuG4Hyu23GjR90OtKSxvuJzrgqYw/VB80Wzoxf0PPVTxO3u6CncNWyKaLaymutZdnA7\nCq2GtZPmcKkRmu5WdnTy3L7DpFfXMszLg6dnTTWrXm0NnT0czCvnYF45udVN6AUBTyd7xkeHMD46\nmNSoYJztL85KMLHQaHXk1TSRVlzDiXPVFDe0AuDv5sTU+HCmJUYwItTPZOOsfou8xmae33+Y3MZm\nRvj7smr2NGJ9xO+RJggC7+WeYs3p48S4efLBzIUEOYp3hNuhknNr2mYaFd18MPZG0YsYavobeCz/\nVaIdw3ky9h5RK+J/jSDo2fBT095bQy+eBrdVna/S0LuRccFnkUou7o3gkHjDeOItu2Ee1hb+xHl/\nILqtwXKhwtTYUbdKeR0r89cQ6xTBEyI+kPSCnmfO7mBrbY7oEbcvi3N5Kv0A/g5OfDjzcqJcxW0I\nqdRoeT89kw9PZmFjackDk8dx/chEs8hra+7qY+/ZEvafLaWgtgWAKD8PpsaHMyUujNhA74vmRWAO\ntPXIOVpUxZGCCjJKa1Frdbg72jEjMZJLRkQxItTfLI6V9YLAtrwi1hw+TveAkhtHJfHA5HFGOUo9\nUlfFvYd3IJNIeXf6fMb7iSeq2pVybk3bRPNALx+Ou4nhbuLm3F3Y6F4XOI+rAy8V1davOdu1lz1N\nb3Fd0AuEOow0qu0/S2HL7Si1jYzy32VqVwbNkHjDeOItr/kGBEF3USRKnu/rls4yI1aY9msVrMh9\nGa2gZU3S4zhbitN0UxAEnsvbydfVZ7gzahL3xoiTg6jR63g+4zCbi3KY5B/CO9Pmiz6PMa2qhlV7\nD1Lb1cOC+GgemzYJDwfTJrr3DijZf7aMXWfOcaaiAYC4QG9mJkUyMymSQA/jJbT/lelXqjlxror9\nuWUcL6pCqdHi7eLApSOjmZccQ6Sv6bvI9wwoef1oGl9m5+HpYM+TM6cwOzpSdMFe3dPF0h+3UdnT\nyaqx07g5ZoRoNlsHerklbROdqn4+Hncz8a7iFSMJgsCbZZtIaz/NM3EPEOccKZqtX6PVa1hffivu\nVoEsClltNLuD4XT9LOysIon1etfUrgyaIfGG8cRbYcvtqHQtjPT7QXRbg+HCNIUx7lcYrZePIAis\nKdnA6a58no9fzjBHcZptCoLAywV7+WflKZZGTuCBmOmiPMS7lQPcdegH0hprWRqfzOOjJ4sa+epU\nDLD6wFG2F5wjxM2FZy+ZztiQINHs/S/0eoFTZbV8n1nIwbxy1FodIV6uzB0VzZwR0QR5Dgk2MVGo\n1BwuqGRPdjFpxdXo9ALR/l4sHB3LpaOicbE3Ti/B/0ReYzNP7zlIUUsrUyNCWTV7muh5mH1qFQ8c\n2cWB2gpuiE7i2XHTsZSKk2zfNNDDLSc20qdRsmn8YoY5+4hiB87nv63IfRmVXsXapJWibXp/i4z2\nbznc+gm3hL6Bn63xCyf+KGk1ifg4XkO425OmdmXQDIk3jCfeilrvYkBTzSj/3aLbGgzf16+mQn6a\nZRGfGG2awg+NB9lcvZXFIVcy32+6KDYEQeD1ogN8XJ7GzeGpPBI3WxThVtXTxZL9W6nv6+XFCTO5\nJkq8ggtBENhVVMrz+w/Tp1Jxx9gUlo0fjbWFaZq+tvXI2ZZZyHcZBTR29uJkZ82lI6O5LCV26EjU\nRHTKFezNLmF7VhHn6luxlMmYnhjBVWMTSIkIMNl3otXr+TQrhzePpSOVSFg+ZQI3jEoStaBBLwis\nOX2c93JPkeobyAfTLxOtKXZ9fxe3nNiIWq/l0wlLCHUUL/JZ1V/HY3lrSHQexuNG7P+m0il4r2wx\nwfaJXBFo3oJIp1eSXhtPiMtDBLosM7U7g2ZIvGHMyNs/UGkbGOm/U3Rbf5YWZSWfVN7DOI9rjTbD\ntKSvkqcK1pHsmsCKYXeI9jJpGehl4eH3mOMfz1OJc0Wxc7Kxln8c3I5MImHDjIWk+IhXINAql7Nq\n7yEOllaQ4OvNS3NnMczL+EdjgiBwpqKBLSfOcii/Aq1ez+jIQK5MTWBaQjjWRp57OcR/pqShjW2n\nCthx+hx9AypCvFy5dnwSC1JiTVbJW9/dw9N7DnKiqoaRAX68NHcmYe7iFkh9V1bIo8f34efgyMbZ\nVxLmLI69qr52bknbiIVEyqcTlhBgL14Kyu6mI3xc9bWoG+Df4mjrp6S3f8Xt4evxsDZdtP9/caFN\nSLjbKvycbjK1O4NmSLxhPPFW0HwrWn0vw/22im7rz/Jt7XPUKvJZFvkJtjLxw+99GjkP565GKpGy\nNulx7C3E7XlW39+Fn52zKDvTb0oLePzEPoKdXNk46wqCnMQ5GhQEgR8Ki3lh/2GUWi0PTBrH4tEj\njV5hqNJo2XWmmC+O51Da2I6TnTULR8dx9bhEgj2NO4ljiD+GUq1lf24pX6flkVfThK2VJfNTYrhh\n4ghCvY1XWX4BQRDYll/E6gNHGdBoeXCy+Nd0VnM9dxz4Hp0g8MH0yxjrJ47wKOlpZnHaJpwtbfls\n4hI8bcTL5X2l5ANyugp5KWEF4Q7GEVIKbQ/vlS1mmNN45vs/bBSbfwaltpGs+klEur+Ij+O1pnZn\n0AyJN4wn3s42XY1MYkeCz2bRbf0ZGgdK2Fz1IJM8b2K85/Wi2xMEgdXF68ntPseLCQ8T4SD+fEAx\nEASB186k8fbZk0zwC+a96QtEK0xol/fz9N6DHCitYGSAL6vnzibU3bhCqVOu4KsTuWxJy6VLPkCU\nnweLJo5gzshh2FpdHCOdhvgXRXUtfHniLHuyS1BrdUyMCeWmKSMZExlo9CPVX0aTR/j78vI8ca/v\n2r5ubt33HTW9Xbw68RKuiIwTxU5eZz1L0jfjb+fC5gm34mIlzia1T9PPQ7kvYim1ZG3S49jKjNNq\n50DzBk53/sCdER/hYiVeft9gUGobyKqfTKT7anwcrza1O4NmSLxhPPF2un4m9lYxxHi9JbqtP8OX\nNStpUVayLOITo8ysu5DnZuiB84IgGO2lo9bpWHFsD99XnOOaqARemjBTtCToH0vKeXL3AfrVaqNE\nJn5NfUcPnx45w7ZTBag0OibFnn/Jj44w/kt+CMPT0afgm/Q8tpzIpVOuINrfiyXTk5mZFGnU6+xC\nZPn5/YdRa3WsmDZR1Fy4HpWSfxzYzsmmWpaPHM99I8aKcj1ntFWyLONzop19+GjczdhbiHNMXdRb\nzqqC18/Pg45cLIqNX9OnaWd9+RISnGcyx+9eo9j8o6i0zWTWTyDC/Xl8HcUPTojNHxFvQ4krg0St\na8NVNtHUbvwmNf15VPefZbr3UqMIt7K+av5Zs40xbklc6jNl0OuV97Zia2GJl40TllIZekEvetLu\nLx/6D4+awD3DU0V56MtVal788Qhb8wqJ9fZizYLZRHoaL7etsqWDjw5ksSe7GIlEwvzkGG6ZOoow\nb3ej+TCE+Lg72nHn7FRunZbMzjPn2Hz4DI98uptAD2dunZbCgpQYrIxQCCORSLgsPobU4EBW7vqR\n5/cf5lBZBavnzcbH0fDD5p2tbfj0kqt47MQ+1mWnUS/vFWUTluoZxtrkq3gg82seyPyKd8cswkpm\n+M8z1imCqwLm8HX9boa7xDLJc7TBbfwaR0sPEl1mkdu1n/Ge1+Nkafq2NL9GKjlfmKLXD5jYE+Nj\ndpE3iUTyELAW8BQEof2nnz0O3AbogPsEQdj3v9b5u4/HEgSBz6ofpkfTyp0RH2EpFTdxuV+r4OHc\n1QgIrE1aicMg89yey91JaW8LoQ4eNCi6eWb4fILs3UQVcE39fdyy91sqezpFPW7JqW/k4R/20tDT\nyx1jU7hnYipWMuPMEixvaueD/afYn1uKtaUFV49N5OYpo/B2MfwLdAjzQ68XOFxQwUcHMimsa8Hb\nxYHbpqdw+Zh4oxWhCILAVzn5rD54FCuZjOfmzGBOjDgtKQRBYF12Gm/lnGRyQCjvTVuAgwizf7fV\n5vBkznYu8Yvj1eQrRWlErhN0PF3wBjWKBtYmrRR1NvQFutUtfFC+lBFuc5nlY35zQwVBx4maYQQ5\n30uw6/2mdmfQ/JHIm+nbs/8CiUQSCMwCan/xs1jgOiAOuAR4TyIxj6m5Sk0dADYW5jOe6AIV8iwa\nBs4xwfN60YWbIAisr/iCDnUXD0YtGbRwO9ZSSl5XPZvGL+bxhDmM9Qxj0bGPyGyvEk24lXa1c/kP\nn9Mg72XT7CtFEW5avZ53jmew6LOvEQSBz2+8muVTxhtFuFW2dLBi8y6uXPMZx89VsWR6Cnufuo0V\nCyf/LYSbXi+gVGno61fS3aug66f/evoGkCtUKNUa9Hrz2siKgVQqYXpiBF88eD3v/+MK/FydeGnr\nYea++AlbTpxFrdWK7oNEIuG6kYlsv+1GglxduH/bLh7fuZ9+tVoUWw+NmsDLE2ZxoqGa63ZvoU3R\nb3A7lweN4OG4mextLGR1/h7ECIrIJDLuj1yMBAlvlm5Eq9cZ3MavcbHyJt5lOme79iDXdIpu748i\nkciwkLqg0Zufb2JjbsemrwOPANt/8bPLgC2CIKiAKolEUg6MBk6awL9/Y0BbBYCtRYhpHfkVgqDn\naOunuFj6kugyS3R7P7akcbIjmxuDFhqkEW+IgwcJrv5IJRKsZRbcHjURPzsXHjvzHc+NuIwJXhEG\n8PpfZDXXc9uP27CSyvh63nXEuXsbdH2A5t4+Htq+h6y6BubHRfPM7Gk42ojfxqGhs4f1ezPYefoc\n1pYWLJmewi1TRpm8oetgUam1tHb00dTeS1tnH21d/XR299PVq6C7b4BeuRK5QkW/QsWASoNa8/te\ndFaWFtjbWmJna42jnTVODja4ONni6mSHu4s9Hq4OeLk54OPhhJe7I5YWZrGP/MNIJBLGRQczdlgQ\nmeV1vLfnJC9tPcwnB09z5+xUFqTEYiETd28f4ubKlpuv5d0Tp3g/PZPTdQ28vvBS4n0Nf/9dH52E\nl50Ddx38gSt3fsFnl1xFsJNhiyZujRhPh6qfjeXpeFg7cOcwww9397Jx587w61lX+gnf1O8WdU70\nBcZ5XIu7lT9WMvN8ZljJPFHrWk3thtExG/EmkUguAxoEQcj9VY6RP5Dxi/+v/+lnJkehLgOk2FqK\nMzngz1LUe4xWVSXz/Vcgk4j7FdcqGtlY/Q1JztFc5j/DIGvayiyp7+/iy6osbggbA8DcgAQ0eh0Z\nbZUGFW8HaytYdvAH/Owd+XTOVaIMuT5UVsFjO/ej0el4Zf5sLk+INbiNX9MpV7Bh/ym+Ts9DJpVw\n4+SRLJmejJuD+LmPhkIQBNq65FTWdVDV0EFNYyd1TV3UNXfR1in/f79vb2uFm7M9zo42eLg6EOrv\njr2dFbbWlthYW2JtZYGFhQwLqQSJVIIgAIKAVqdHo9Wh1ugYUGkYUGroH1DR16+iV66kobWHrp5+\nFErNv9mTSiR4uTsS4ONCkK8rIX5uhAS4Ex7ggZuLaceX/V4kEgljIoMYHRFIRmktb+9O55mvfmTj\nodPce+k4ZiaJO+bKUibjgcnjGB8axEPb93Dt5i08NHUCt44eaXC704PC+XLutSzZ9x1X7viCzZdc\nZfCN2vLYGXQo5bxdfBgPGweuCh5l0PUBxnskk91VxHf1exnuEkOMk2E3s7/G1cqXVA/zreS0tvBF\nqW0wtRtGx6jiTSKRHAB+q+b4CWAl549MB7P+HcAdAEFB4vfD6VcXY2sRgkxqnNLt34NO0HKs9TO8\nrEOJczL8zu+XqHRqXi/9BFuZDfdG3mKwI01PG0dWxM/mzpP/pHmgl4fiZgIwwi2Q/Y1F9GtU2FlY\nDfrhvrWsgBXH9hLn7s2m2VfibmtYYaPW6Vh7+ASbMrOJ9fbijcsvJcRN3BYgA2oNnx3NZuPB0yg1\nGhaOjuPO2WPN/mhUEASa2nopqmjiXGULJVWtlNW00itX/vw7zg42BPm5kRwXhL+3C76eTj9HwDxc\n7bERuaWJQqmmvUtOS0cfzW29NLf30tDSQ11zF/vTipErVD//rquTHVEhnkSFeBMT5k1shA9ebo5m\nW8ErkUgYOyyY1KggjhRU8tauEzy8eRfxQd4snz+J5AhxU0NSggL4YelNrNy1n5cPHiOjpo6X583G\nzc6w0Z6RXn58O/96btrzDdfu3MJHs64g1ddwg+alEinPjbiMDnU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cDVuWlamV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wjj0bl9cHX9Z4vqarVaygqrKcwppyi/kuK8CsoKqykrqqaitJaq0loUctXfxhGJRBibGIEI\nEO5kgLQa7d++z8jYCHsnKxxcbHByt8PFwx5XL3vcfRxx93XE3cfpv2LIIzenjA0/n+H0qZtY25gz\nY1Yvxk+MwMxAhOqvoFSpWbX9HJsPxOHr4cAHz44muI1hph3VGi2f7jrBjgvJjAgP5sMZwzHTs6Wi\nMQPX19+Xn6aMw0zHAaZGGGova9R/M4TLjUwjZ8nVD7AyseTzTq8bTPtNEAQ25rxIvbqKxYGrMRY9\n9D++Fw/JG/8s8na0eAXxlQdYFLgKB1MPg8RUadUYi4x0Jln3okGtZNqpVdSq5Owe+ASOZroppmsF\ngaeO7+dwzi3WDJ3IEN/Av38T0KBU8eTOfXjb2SJXq5ka1pEevobLTlZI63l2zT5S80t5Y/JApvUJ\na9b7G3XayirreOnz3Sx7fTIOdpYk3izgQGwKPcPa0L9rIKa/PTTUag0mJoZtkFWrNURHJbJp/Rmq\nqxvoH9mWxxYOwMtbfw/X1oQgCJQX15B9o5CsG0XkpBWRl1HC7ewylIrfm8VNxMY4udvh7G6Lo6st\nDi422DtZYetghY29JZY25ljZSDC3MkNiboaZuRixqclfigxrtVrUKg1KhRp5gxJZvYKGOjnS6gak\n1Q3UVNZTXS6lskxKZWktZUXVlBVWI6tX3I1hZCTC1dsB7wAX2gS70ybEDf/2Hnj5OWNs4M+6NZB+\nq5i1q2OJu5yFs7M18xcOYPDQji0q0nw5OZcPfzpETZ2cp2b0Y9rILgYhNYIgsO5EHMsOnCXcz4Pv\nFozH1lK/jOLOpBT+FX2UyEA/fpg8Vm8dOENApdUw7+w6MqRl7Ip8Ai9Le73iXay4yhdpq5nXZjJj\nPQYbaJW/e3aPcl/yB+Heh3hI3oB/DnmTqipYnvEYHWwHMtrDcP6pm3L2cFOaxXsdnkOsZ2/BO4n7\n2Z2bwJrec+jprLt47udXzvBj0kXe6hHJ46FNFx9+emcU/k72PNI5lCt5BSw9fobXBvdjUif9J3Lz\nyqp5YuVuymvrWTpnFAM7Nq9EcDYhE61WoHdnPzRagVU7ztEh0J2B3YMQiUTsP3GN5PQinp01ABsr\nCafjMiipkDJhcCfEBnioC4LAhfPprF5xgvy8Sjp19mHRE4No284wh4CWRl2tjJtXc0lLzCMtKY/0\n5AKqK+ruft3Fww7fYDe8A1zwCnDBs40T7j5OOLja3Fe3B0EQqK1qoCivnMKcCm5nl1GQVUpuejEF\nWWVo1HeyeWYSMQEdPAkK9SIkzId2XXxx9XJ4oEo1/wmJCTmsXnmStJtFBAS6sOiJwUR0azmnmera\nBj5ZdYQz8Zn06eLPW4uHG8xhJOZqGv/aHIOnow3LF0/U21JrW8I13jl8nCHBAXw7cbTBvY11we2G\nKiadXEGgtTMb+s7XK2MmCAKf3PiJ1NoMvu/yLg6mhhluEgSB9dlLUGgbWBSwEqN/4KRnS+EheaN5\n5K1WnoC1Wdh9GRc+WryS+MooFgeuxt5UPzuoRuQ1FPJy0icMcO7B04Gz9YoVU3idF6/sYGFQX15o\nP0TnOLvTr/PCqYPMCOnEp32HNevh9dnx0wwIaEOvNncGJBIKCnlmVxRP9enBo10767ymlLxinl69\nFwT4/vHxdPJt3u//+82niL+exxuPDyPE7075d8uBOKpqGxjSK+Tua4ve3cq4gaGMiexIZXU9YrEx\n1nqe/AGyMktZ/sNRribk4uPjyONPDKJn78AHmhhUl0u5dimT5EtZpFzOIje95G7ZyDfIlaBQLwJD\nvQho70mbEHcs74M/p75QKdUUZJaSeaOQzOu3SU8uION6AQrZnbKug4sNHbq2IbR7AJ16BuAT5PpA\nf2aCIBB7IpW1q2IpLq6he88AFj85GN82hpnA/qvr7Yi5yg+bT2NnY877z4wmvJ2XQWLHZRawZO1+\nzEyM+XHRRNp56Vee3XjlKh8djWVUu2C+Gj9Sb6HtS0X5SExMCHPW/VlwsCCZV+J38WTIAJ5pq58f\nd7G8jOevfkhPx3CeD56vV6x7kVZ7jt0FH+vl3a0vVJpKxMb6eWcbGg/JG00nbw3KDOILR+Dv8A6e\nNnNaYWW/o05VyfKMx2hvO4DRHi8YJKYgCLxz/RvyGor4PvxdbMS6m0IXyWqYdHI5vpaObOr3mM5S\nHgmlhUyP3ka4iwebRkxtcomh8aH+09lLlEjreH/k76n71OJSvjh5hjeHRBLo3PzS4LmbOby47gAO\nVuYsXzyJNi5NKzEIgoBKrWH5trNcvpbDmg9nYS4RI1eokJiJqamT8fOuCzjaWdKtoy/tAtz4efcF\nvN3sGdq7bbPX+VeoqW5g3dpTHDyQiKWVhLnz+zFmXLjBS7GGgFKhIvlyFgmn00g4m05OWhEA5pZm\ntOviS4eufrTr0oaQMG8sWrg5/n5Co9aQc6uYG/E5XI/PIeVKFuVFdzT/7J2sCesdSJd+wUT0C8Hh\nAZ0EVirV7N0dx+ZN55DJlIyfEMGc+f2wtjZvkeulZZfw1ncHKCypYdEjfZg9rrtBnBkyiyt4cuUe\namVyls0fS88Q/czY11yM4/MTZ5jUqT2fjB6m8+CBWqtlyM6fqVcrOTB+Dq6Wuu/db8Tv5kBBMhv7\nzSfcQT+plK15UewsOMQHHZ6ng22wXrEaIQha1mQ9hQgjFvj/2OqHl/L6w9woW0KEx0EsTA03kKEv\nHpI3mk7esio/prD2F7p7n8XUuHX7g44Xr+ZK5T6D9rqdLrvMt+nrWew/k2Fuuk+EagQtC85t4Hp1\nETsjF+Nrpdvvpqheyti9GzE3EbN//GzsJc3f6GUqFbM378TT1oZvJ46++/q7h44zqVN7wjybd0qN\njr/J21tiCHR35KdFE3XyKN19NJHSyjqG92lHQXEVZxOy8Ha3J7ydF+7Otuw/cY2Tl9NpF+DGmbgM\nvntzKgHe+mUqNBotB/ZfZf3aU9Q3KBg/IYLZ8/phY9MyD09dUV5cw+UTqVw6kUrS+QwUchViUxM6\ndPWjc+9AwnoHEtTR6x/ZC2YoCIJASUElSRcySTyfTtL5DKrKpQAEdPCkW2RbegxuT3An7wduyrW6\nup71a09z8EAiVtYSHls4gJGjO7dIGbu+QcFna45y7EIaPcPa8O5TIw1SRi2pruPJVbvJKa3i45kj\nGNkl5O/f9B/w3ekL/HD2Io9GdObtYZE6k5GblWVMitpMoJ0j20dPR2KiW8tLnUrO5NgVAOyKfAIr\nse4HI4VGyZLEDzA3lvBl2BsYG6hClVx9nAOFXzHF+12CrHsYJGZToVSXcamgL142C/BzeLVVr/2f\n8JC80TTyphUUXMrvi52kB+1cfmilld3BHV23eQTb9Gac5ysGiinj2avv42Rmz6ehr+g1rLD61hmW\n3TjOR+HjmeijmyaOTK1i6oGtZNdUsWfcLILtm05eGrNu905ozv5lB6YmJrwwoDcmxkY8v+cgbw2N\npK9/00/Om09fZemeWLoFerHssXFYmzddX+7LdccJ8nFm/OBO1NTJ2HM0ibMJWShVamaM7kpZpZSY\nczf57MVxeLvZk5Caz+2SaiK7B+ldJk1NKeC7ZTFkpJfQOdyXp58bip+/Yf0H9cHt7DLOHU7m/JFk\n0pLyAXDzdqD7oPZ0HRBCaI8AJOb66U/9N0Or1ZJ9s4i42JvEnbpJakIuWo0WBxcbeg7pQJ/hoXTq\nGYCJ+MEhvJkZJfz43RGuJeUTFOzGs88Pp30HT4NfRxAE9hy7xrKNJ3GwteCjJWPuaiTqg1qZnCVr\n95OQdZvXJkQys7/u2l+CIPD5iTOsvRTPE72782JkH51jHclN5/Gje5kY2J5vBozSmQgmVOQx9+w6\nxvuE8VH4BJ3XA3Ch4ipfpq1mod80RroP0CtWIzSCmhUZC7AxcWG23xcGidkcXC9ZjFR5jR5eZ1rV\nAvM/4SF5o2nkraw+mptlS+joug57836ttLI7aHRTeDxgBU5m+iuAA6zP3sWBohN8FvoKgdZtdI5z\no7qI6adXM9i9LV91narT5iEIAktio9mfeaNZk6Xa3+5Hoz/4z2nuNgN/ceIM9UolWRVVDAj0Y0GP\niCav56fDF1h55BKDQwP5bPbIJksGKFVq3v4umtIKKUq1hjcXD6d9gBtZ+eXEXc9j3KBQJL9ZcX25\n7jjt/N0YPcAw9mY1NQ2sWRnLoehEnJyteeKpwQwY2O6B6JEqzq/g9IEkTh1IJOtGIQDBnbzpPawj\nPYd2wCfwwe7lepAhrW7gSuwNLhy9Ttypm8gblFjbWdB7WEf6j+5MWK+AByJz2dgPt3L5CcrLpIwc\nHcbCRQNbROT3ZlYJ/1q2n7LKOp6bHcmUYZ31vr/kSjWv/3KQE8mZLB7Wg6dG9NI5piAIvHv4ONuu\nJvPKwL483qvpQ1l/xndXL/BV/Fne7B7Jok66x/n2xnFW3TrDt92mMcSjnc5xBEHg/dTvyK4v4Ifw\nd7HWox3nXlyp2MexkpXMbvMVXha6r08X3CmdPkNH1/XYm+tn82goPCRvNI28pZQsoF6ZRnevU606\nrKDQNPBT+jx8LDsx2fstg8QsaCjmxaSPGOisnyq2XKNiauxK6tQK9gx8EjtT3TbhFdcu8+nlU7zS\ntR/PdO7ZpPccunGLM1k5FNVKWdyrO8EuTjhY3CkJKtXqu4bwaq0WmVKFtaRpWTOtVmDpnli2nk1k\nYo8OvD11CCbNLPFcSMymU4gnMWdvEHMulR/fnoaJsRENciUWkt8zSq99tY8pwzvTraN+fTSCIHA0\nJpmVPx1HWidn8pTuzJnXD3OL+5u9klY3cOpAIif3JZAanwNA23Bf+o8Oo++ITjh7PLTbMjQUchUJ\nZ9I4c/AaF49dR1avwN7Jmv5jOjN4YgSBHT3vO0mWNSjZtOEsu3ZcxsLSjMcXD2TEqDCD9Kjdi9o6\nOR8sP8S5hCyG9WnL6wuHYS7Rb5perdHy4Y5j7Ll0nWl9wnhj0kCd163Ranl5/2GiU9P4YORgpod3\n+vs3/QUEQeCpE/s5nJPOphFT6OvZRqc4Sq2aWafXUiSrYe/Ap3CS6E66cutv83LSJwx3689C/2k6\nx/nj+uT8eGsOvpadmGSgZ2FTodUquJjfHSfLkQQ7fdaq1/53+MeSN5FI9CzwNKABogVBePW3198A\nFvz2+nOCIMT8Xay/I28qTSUX83vdl5r35Yo9HC9ZzZw2X+NpoX8TuyAIfHzjR9Kk2fwQ/h62prqr\n6H+WfJhNWRdZ1etR+rg0LVv2Z5wuyGZuzC5Gtgnmx0Fjm/Rgya6oYsG23XwxbgQ3S8s5l51LNx8v\nIgP88HP8fZigqFaKi5Vlk6e61Bot72yN4UD8TeZERvDSuH56PejUGi2frjqCibERbywadvf1jLwy\nfth8Ckc7K954fKhewwMFBZUs+/IQiVdzad/Bk+dfGol/wP0rkWrUGuLP3OLozitcPH4dtVKDb7Ar\ng8ZHMGBsZ1y9HqyJrf9mKOQqrpy8Qez+q1w6mYpaqcEnyJUhk7oyeFIEDgYSe9YV2VmlfPdNDMnX\n8ukY6sULL4/Et42zQa+h1Qps3HeJVTvO4e/lxGcvjcfLVb9DgyAIfBN1hvUn4xnVpS0fzhyms/SH\nUqPh6Z1RnM7MZtnE0Yxsp1uTf71KycT9mylpqCNqwmx8rHX7GTNqS5l6aiV9XQL5rvt0vfa/VZlb\nOVpyjm86v4mXhWHUEWJL1nOhYgdPBK4xmOJCU5FW9hKVslh6eF/E6AEQDP5HkjeRSDQQeBMYLQiC\nQiQSuQiCUCoSidoDW4HugAdwDAgW7nhb/Fv8HXkrkm4lo+Jtwt33Y2XW3nA/yN9AI6hZkb4AW1NX\nHm3zuUFixlel8MmNn/QWU7xcns38cxuY4deNtzqN/vs3/AXypNWM2bsJdwsrdo+bhaW4aZmiizn5\nrL0Uz+ppd3ozEm8XsSvpOt72tszsEoaVmSn7U25QLZMzp1vTelOUajWvbrxTEnlmVG8eH9LdIBmK\nsso6/rVsP5OHdmZEv/Zk5JaxJTqOjkHuTBqqu3SJWq1h+7ZLbNpwBlNTExYuGsjoseEGz140FSW3\nK4nZfpkjO65QUVyDjYMlA8d1YeiUrvi387jv2Z7/dUhrGjgTncSx3XHcSMjFyNiI7gPbMXJ6DyIG\ntL1vOniCIBBz6Borl59A1qBg+sxezHy0j8EdKC4m5fDuD9F3SnrPjKZXZ/3159Yeu8y30efo396P\nZY+Na3aGvhEylYr5W3eTXFjMqmkT6OOnWyY+t7aKMXs34WVlw+5xszDXcYBhfcZ5vrh+hE/CJzDe\nR/c9qkYl5ZmE92hr7c+b7Z/WOc69kKoq+Cl9Pl0cRjHU7QmDxGwqKhqOkVr6xH1pnfor/FPJ23Zg\nlSAIx/70+hsAgiB8+tv/Y4D3BEG48J/i/R15Sy6ei0JdSITnkVZ9CF2vOcn+218YbMJGrdXwQtJH\nIAh83fktxEa6bZD1KgUTTv6E2MiYXZFPYK6DubFMrWJS1BYKpDUcmDAbX5u/l99oHExQqtW8EhXD\niLZBDA0JxMTIiFul5Sw9cZpBQQHMimie64FMqeKFn6M4n5bLaxMjmaVHM/JfIS27hA+XH8be1oKO\nge5MGR6Oo13zp1YbkX6rmC+XHiAzo5R+A0J4ZslwHB0N01fSHGi1WuJOpRH9y3muxN4EIKJ/CCOm\n9aD7oHaIm+n1+hCtg4KsUmK2X+b47niqyqU4u9sxckZPhk/rft+ycdXV9az44TjHjqbg7ePAi6+M\nJrSTYX2bC0treP3rfWTklbH4kb7MGa//Ae3Xc0mU1dTzzKjeesWpkcl5dPMO8qtq2PToFELd3XSK\nczI/i/kxuxgf0I5lkaN1+vk0gpZ5Z9eTXlvCvkFP42qu+z2x9/ZRNuXu4d32z9HJzjDyR/tvf0G6\n9CLPBG3CzNjw/ZL/DhqtnIv53XC1mkyg43utdt1/h+aQtwdpBj0Y6CcSiS6JRKJTIpGosUvTE8i/\n5/sKfnvt/0EkEi0SiURxIpEorqys7N9eSK2VUiO/hKPF0FYlboIgcKViHw6mngRa6d6Eei+OlJyh\nUFbC3DaTdSZuAG5y5eQAACAASURBVF9cP0KxrJaPu0zQibgJgsCb545yo6KUbweOaRJxU6jVRKfe\nok6hxMTYmB4+XiQVFnM5twCZSkWwixPP9evFpdx85Cr138ZrRL1cyVOr9nDxVh4fTB9mcOIGIDET\nU1Ihxd7anMen9tGZuCkVatauiuXpJ9ZRXdXA+x9N5t0PJrc6caurlbFn7WkWDFrKuwvWkp5SwLSn\nBrHu9Bt8uG4hfUaEPiRuDzC8/F1Y8PoYNp57izd/nIOXvzMbvz7M3L4fs3TJZlLjc2jtg7qdnSWv\nvzWOT7+YjlKp4YVnN7F75+UmvbfRoeLv4OFiy6r3ZzCkZwgrfj3LW98eQNYEj9v/hGl9wppE3Crr\nGsgrq/63X7c1l7B2+kQcLMx5/Ne95FRW6bSegd7+vBDRh72ZN9iQelWnGMYiIz4KH49K0PBeUpRe\n98Io90iczRzYmLsHrdC0z+nvEGE/FqVWRkrNcYPEayqMjSTYSXpSJTvdqtc1BFqVvIlEomMikSjl\nL/6NB0wAB6An8AqwXdRMZiUIwipBELoKgtDV2fnf91lUyy4goMbBIlKPn6b5KJSlUSS/RVeHcYgM\n4Dlar5axPT+aUNsQIux1NyI+V5rBjtx45gb20lnQ8ZcbiexKv84LXfowyLtpFlpP7dxPZkUFVmam\nGIlEjA9th61EwtFbGexPuUm1TE5OVTU1cjnGTSwd1v4fe2cZHtW1tuF7LJlMPCGeEMEJ7u7uXgq0\nFIeW4k6hQHGnUKxQaJHirsHd3TXu7jKyvx8BDqdfIXtPAoXT3P+4MmvtlSGz59mvPG96BgNW7uK2\nfxizejSnXdW86fp8G4NBYMO+qwzqWotpQ1oZndZ8/CiMQf1/489NF2ncuDRrfu9Hzdq585uSSlhg\nDCum7uGrGj+xesY+7BwsGbukO3+c/4GeI5vj5JZfz/Y5oVQpqNW8DDM3DODX42Np/VVNrp1+xMjO\nyxjabgkn99xEp31vxUmeU7mKD2vW9aND58pUqJhzalOvM7Bw/iH2770pan+1qYqp37fku251OHX1\nKQOm/El4dFJuj/1e0jKzuPQkiGHr9vEwOPKdr3O0sGBt1w4IAvTesovolFSjrvd9ueo09CjE9Cun\nuBkVZtQenhb2DCvRiLORz9gXfMeoPQBM5Cq6FWyDf2owF2JuGL3P27iaFcNZXZib8Yc+/kOGugYZ\nuiAydca9r/8Un1La9AgwRxCEU6/+/YJsIdcX8jZt+iL2JyJStlK94E3kso/XvbcvdB7Pk68wuOgG\nTOS5N1bdGLiH3aF+zCszDh8L40RXqjaTtqeWY6ZQsaPeAEwV0msqbkeF0+nAZmq6erKuaUdRDuND\ndx8EeGO6G5mcgrmJCgtTU449ec61oBBuhYajkMuZ0qwBxR1zLnpOTM1gwMqdPA2PYX7PljQobVzD\nBWQLtCyd7o0FyF/R6Q1G18NkZenY+Pt5tmy+hJ29BSNGt6BK1Y/r8v34diA7Vp/m4tH7KJRy6rYq\nR7tetSlcKm/GEOXz6ZCRlsnxXTfYu/4cIS+jsXe2pm3PWrT4shrmn5jBM2RPEHn0MJSpk3cxeGgT\nWrYWHzm/dNufyUsPolLKmTW8DWWLf9i/5xN3n/PzwQusHtQRJ5t3R8vvhEXw9abt+NjbsaF7ZyxM\npX/vJGZm0HLPH+gMBg61/xo7tfT0ol4w0PP8Ol4kR7O/wWCju08NgoExd2eTqkvn5/I/5irr85o7\n8Uc5FL6EHl7z8NDk/UP3u0jJvM+t8HYUK7AYR4tWH+26f8fnmjbdA9QHkMlkRQETIAbYB3SVyWSm\nMpnMGygCiIu9v4OkzOxZph9TuKXpEnmcdI5S1g3zRLjFZiZwMPwUdQpUNlq4ASx8eJyI9ER+Kt/W\nKOEWn5HOtyf34aSxYEm9lqKEW1B8Alk6HeXdXEjNyuLns5eYcvQkI/YeZtyBozQsWogJjeuxtEMr\nlndqI0q4xaek02/FDp6Fx7KoV+tcCbe0jCzGL9rLlGWHMBj+/uHGWOH24nkkgweuZ/PGizRuWpo1\n6/t9NOEmCAI3zj5hzJfLGd5hKXcuPqfzgPqsPzuBUQu+zBdu/6OoNaa06lGDVX6jmbq2D+7eDvw2\n5yBf1ZrO2tkHiIv6sFEqqVjbaDBVq/AoaE+lyuKi+K+pXs6bNT91w0KjZvD07Rw8cz/Pz6fV6dEb\nstOFDcsUpoiLPf5Rce9dU9bVmSXtW/E4Mpqhuw+g1UuPflqbqlnRsC1xGWkMO33wjSemFBQyOdPK\ntSFdr2XmvUOS179GLpPTrWBbojJjOR55weh93qaEdV1M5Gbcjj+SJ/uJxdykOHKZmuSs2x/1urnl\nUxJvvwE+MpnsPrAF6Clk8wDYBjwEjgDf5dRp+j4MQhapWY+xNJFWAJ9b7iWeQC/oKG/bIk/22x5y\nCINgoGvB1kbvcSM2kC0B1+jhU41ydtILiQ2CwIgzh4hOS2V5wzbYiBh9FZ6UjJ1GQ8/KFUhMz6D/\n1j1cDgzmx6YNmNK0AZk6PX9cy67rcLayfOPz9j5eC7eXkXH83LcNdX2l3fDfJio2mYFTtnD+xksq\nlvTIs05Pvd7An5su8t2AdcTHpzJ9VmdGj2uFxUeY52kwGLhw5B5D2i7mh29+JSwwlv4T2/DHhR/o\nNaYF9k7WH/wM+fzzyOXZ3aizNw1k6b5hVKlXgl1rztCzzgyWTtxBRHDsP31EAMJC4/l15Um++LI6\nTs7WpCRnEB+Xws0b/qLWe7raseanbpQv4c70lUdZtunMG7GVF6iUCmRk3xc2nL5JbEoa3o7Z5QXv\netgDqFfYmynNGnLuZSA/HjlpVHqwdAEnfqzWgDMhASy7fdmo8/tYOjCoaF2Ohj3kZPhjo/YAKG9T\nkhJWhdkRcphMfZbR+7zGRK6mpFVdniSdJ1Ofluv9xCKTKTFXFSM168lHu2Ze8MlUIAuCkAX0eMfP\nZgAz8uI66doABLSYm+RNl4wYBEHgboIfrmbFcVDnzrwVIDw9ihORF2nqXBsntXHzMjP1Wqbc3o+b\nxoYhJRoYtcfqe9c4GfySqdUbUtYhZ3+e1ZeucdE/iLi0dPpUq0h1r4LoBYHuFcviZJkdvq/g7kqW\nhKfS+JR0+i7fQVBMPEv7tqV6LoZMP/GPZNTc3aRlapk/pn2eWA8ARIQnMHvGPu7fC6F23WIMG9H8\ngzjQ/xWDwcD5w3f5c+lxAp5G4OpZgGGzOtOgfcX85oN/OYVLuTPu5x58PbIZO1afxm/nNY5su0qD\ndhXo+m1D3Lzz1ptNLOlpWaxZdQrfUu40bOyLTqdn2RI/VCZKnj4Jx9OrAGPHt0ahfH/cwcpCzcKx\nHVj0+yk2HbhOcEQ8U75rabSh76Gbj/n91A1KeTgRHJtIYloG1ho1JkoFAxpX5dDNxwiCQEBUPOM7\n1sfsHeUWX5QvTXhSMssvXMHd2opva0l3HOhWvCxXIkJYdPMCVZzdqeYi/cG7V5EaHAm7z/S7B6la\nwBtzlfgxga+RyWR86dGayQ8WcTTyHG1yYVP1mtI2jbidcIQnyRcoY9M41/uJxUzlTWLGlY92vbzg\nU4q8fRQydNmNq2pV3oykEkN4xlNiMoMoa9Mk5xeLYFvIIZRyBR3dmxm9x6/PzvMyJYbJZVuhMaK7\n9HpkKHOvnaWFd1F6lsy5JmXv/UccfvSUFZ3bMLZhbbbcvItMBkPrVH8j3ACOPn6Gpch6kP8Sbn1y\nJ9zO3XjBwKlbUCrlrJ76ZZ4IN0EQOO53n/691/DyZTRjJ7Rm8tQOH1y4GQwGzh26w7ctFjDr+43o\n9QZGL+zG6uNjaPpF1Xzhls8bXD0LMGRGJ9afmUCbr2ty7uAd+jeey/yRfxLq/+6O/bzm8avxavv2\n3iQpKZ3vhmTfKydP3IFcIaPfwPqsWtuHxIQ0njwJF7WnUqlgVO+GDO9Zn/M3XjJo2hai41KMOl/B\nAjaExCZiZ6lh/jctmdS5IUv7tuXnPm357eR1HoVE4W5vjcZUxdC1+94bVRtapzptShVn8dmL7H8g\nPfIlk8mYWbMJXlY2DDl1gNh06VEqE7mSKWVbE5WRzM+PT0pe/xpf6yKUti7GnlC/PIm+uZmVwEbl\nwoPEU7neSwqmShcy9VEIedQ9+zH414m3LH32DclU8fEc6+8nnkIhU1HcKvcmgKHpkZyPvkZz57rY\nmhiX7nqZHM2aZ+dp6V6aWkZMUUjMzGDIqQO4Wlgxp3azHO1WtHo9L2LiGFyrGmYqFTW9PWnlW5zr\nwaFvJiXEpqYxaPteyrg60aVc6RzPkJCaTv8VO98It2q5EG7bj95i3IK9eLvZs+an7hTyMC6a+TYp\nKRnM/Gkvs2fsw6eQI6vX9qFx09If1JpGEASunnzI960XM3PwBgx6gbFLurPiyCgatKvwj5m25vPp\nY+9kzYBJbVl3ZgLtetfh/OG79G8yj4VjthIZ8v56rtySnp7F2tWnGDxwPceO3mPytA4AbN54kfCw\neMaMb43Vq8YKF1cbtBJsg2QyGV2aVWDe6HYEh8fTd9ImngdKF6WlCjqzvH87zjzwJzg6gVIFnTEI\nAt0X/4mVmSlzv25Bk3JF+bZZdcxNTUjOyHzvmWa2aEyVgu6MO+DH9eBQyeexMDFhWYPWxGekM+rs\nYaNSsGXtPOjiVYnNL6/yKEGcIP47uni0JFGbzLHI80bv8RqZTEZJ67oEpt4lVWectYoxKOU2gB69\nYFw38D/Bv+5ubjBkP6UoZB/HR8sg6HmcdI7CFpVRK4w3cX3NzpDDqOQq2roaF1IWBIGf7h7ETKFi\njG9To9aPOXeEyNQUfmnQGiuTnMPtKoWCXlUqUNXzP+F9S1MTHkREvfn3i5g4anp7MqZBnRz3S0rL\noP+KXfhHxbGkt/HCzWAQ+HnjaRauP0mtij78MumLXBntvubh/RAG9lnLmdOP6NW3LguW9MDZ5cPO\n/Lx39QWjuvzCj31/Iz0tk9ELv2TFkVHUa10+X7TlIxpbB0v6TWjNuleRuNP7btG34RyW/7iLuA9k\nv2FmZsK8Rd0pVNiRiPAETEyUREUlcdzvHpOndnjzuvv3grlzO5CCntkPV7duBnD08F0yRPi61Sjv\nw8opXRGAAVP+5PKdAMnnLOvlSv8mVdh87jYJqelM336Ckh5OzP/mPx2KN16GYqUxRZnD+D4TpZJl\nHVvjZm3Jdzv2ExT/br+4d+Fr78TEqvU4GfySdQ/E2ar8laElGmJjYsZPdw8a7dlW0qowvlZF2Bt2\nDK0hdx57ACWsaiNg4GmycTV9xvC6edEg5D56+LHIv6t/YELTHpGqi8+TqFtERgznoq/R1Lm20fNL\nD4be42pMAMNKNDSqTXzz4zscCXjG6Mq1RdW5vcZWY/Zf7fE+9naYvJodOOnQcV7GxtGjUs5jW1Iy\nMhm4ajcvImJZ1Ls1NYobJ9wys3RMXnqAPw/eoFOTcswc3ibXA671egObN1xg2JANACxe+jXdv6r5\nQcWT/+NwJvdew5iuK4gMieP76R1Z7TeGBu0q5ou2fIzG1sGSAZPa8tvp8TTpVJlDf16md71ZrJ9/\nmNSk9A9yzeGjWjBsZHPOnHpESHAs5St44e2TnSHR6w3MmLaXXn3qotcb+H3dWVavOMn9eyH06rGS\nsNCcozRFPB1Z81M33JxsGDV3F/tO3ZN8xkZlijCybR2UCjlqlZJ+jau8+dnVZ8FM23achqULozE1\nQavTExLzblFmY6ZmdZd2GAQDA7btfW+07l30LFmeRgULMevqGR7GRuW84C9Ym5gxyrcJd+JD2BNk\nfLdlB/emxGUlciY6V0YQADiYemGjcubZRxRvgpAtOmWfThtAjvzr7u5yeXa9kV4wrvZBKk+TL6GQ\nKSmUBxMV9oYeQy5TGD2/NEWbwfz7fvjauNLJq6Lk9c8TYpl2+RS13TzpXzp3v4+rtRVyuYwpR04S\nmphE1wplclyTlqnlu9V7eBwSxfxvWlK7hHF1aUkpGQybtZMTl58yuHsdRnzTQPSg+3cRF5vC+NFb\n+G3NGerWLcHKtX0o6fu3g0DyhJiIRBaO2cp3LRfy6GYgvca0YM3JcbToVh2lyriB2vnk81cKOFvz\n/YxOrPYbQ7WGvmxdfoLe9Wex+7ezaLPEpy/F0qhJKZo2L4NGY8rz55HodQaiopKYNnkX1aoXpmbt\nYmz64wJmZiaMGd+KkWNa0KBxKYJFdso62lmyYvIXVCrlyazVfvy6/YLklKOdhYbY5DRuvgxFhgyD\nQeD43WeMWL+faV82oZyPK3+eu82AlbuYvvMkU7Yee+deXna2LOvYmsD4BIbtOYROYlesTCZjXp1m\nWJuqGXLqABk66ZGvNh5lKW/nwaKHx0nSGifMy1qXwNvcg31hx3M9dUEmk1HYsiqBqXfQGqQLWmPQ\nGuIBBUr5xx9JaCz/OvFmqnACIFMX8VGu9zzlGgU1ZXM9ry0xK5nT0Zep51AVOxPjUnArn54lJjOF\nH8q0QCFxwkOWXs/QUwcxU6pYULeFKD+3dyEIAgaDgRNPX3A/IpLlndrkuCZTq2Po2r3cCQhnVo9m\n1C9lnDdaVGwyg6Zu4f6zMKYObkH3VpVzXYd247o//fus4cH9EEaMbsGEyW0/mAVIemomGxYdpW+D\n2Zzad5P2vWvz2+nxdBnYALXZx/MtzOffhatXAcb93IOl+4dTqKQbq6fvo3+TeZw7dOeDOOIXL+FK\noUKO9O+zho2/n8fB0YqhI5qxZ9d1NOamVKrsg7ePI3q9gZvX/dFmie9QN9eYMn90O1rW9eW3XZeZ\nudoPnV6a4PB0sKVNFV8GrtrF9B0n2HjmFsv6tqOoiwOL9p0jOSOTbnXKsXJAB56GxXDmwct37lXV\n04Mfmzbg3MsA5p48J+kcAHZqDQvrNudZQiyzr0kf8ySTyZhQujnxWWmseHJG8vrXe7RxbUhoeiS3\n4h8Ytcfb+FhURCdkEZyW+73EkK4NwlTpgkz2+Tz4fj4xwjzCTJXtAZaqfYqVusIHvVaiNoq4rBDK\n2zbP9V5HI8+SZdAaHXULTIllw4vLtC9YnjK20s1YF9+8yP3YSFY3aoeTJndPJzKZjAIW5oyoV4sm\nxQqjVr3/z1Cr1zP6j4NceRbM9G5NaVreuBFSAaGxDJu1k+S0TBaN60ilUrnrONbrDWz84zwbfz9P\nQc8CzFvY7U2aJ68xGAyc2H2D9fMOExeVRJ2WZek1pgXOHvYf5Hr55PN3FPZ1Y8Yf/blx9glrZx9k\n5uANlKzoRf8f2lCsbN528A8Z3oynT8Jx97BD+arEIiw0noqVvfEplP0527fnBsWKu1C5qjRvR6VS\nwcQBTXG0t2TdrsvEJaQyfWhrSaUTvRpUooKPKw5WFigVcqw1ahbuO4e3kx21S3q/8X7zKGCd48Pu\nF+VL8yw6hvVXb1LcsQAdykibMFDH3ZtevhVY9+AmDT0KUdvdS9L6kjaudPCswOaXV+nqVRlPC+n3\nlRr2FdkQuIeD4aeoaJdz09n78NCUQo6SoNQ7+Fh82O9pgJSse1ioPp59WF7wr4u8qZUFUcntSMzI\nfW4+J4JSs2sqPM1zZwisNeg4GnGOCja+uGucjdpj/gM/TORKozzdrkeGsuLuFboULU1TryJGXf/v\n6PGWv9u7MBgEJm324/T9l0zo2IA2lUsada37z8IYMGULWp3+Vdokd1808fGpjBu9hQ3rz9O4aWmW\nrfzmgwm3R7cCGd5hKQtHb8XB1YYF2wczfulX+cItn38EmUxGpbrFWXZgOENndSY8MJZh7X9m/sg/\niYlIzNNrFS3mgkZjiompkpCQOO7fC6Z8BS8Arl19yYvnUVSu4vNG3L3PJPfvfo/+nWsyuncjLt8J\nYMjM7SQmS0sblvVyxdXOCkdrC648DSI9S0vN4l5vhNvGMzeJSUqlWtGc7zfjGtWlupcHkw6f4E6o\n9O7PcZXrUMjajlFnD5OYmSF5/ZDiDTCRK1nw4N1p3vehlCto6lSbO4mPCU1/97xXMZjI1TibFSIk\n/WGu9hFDujaIDF0Q1mrpnnv/JP868SaTybA1q0t8+pkP3lkSmv4IE7kZDqa5M+a9EnebBG0SLVzq\nGbX+WkwAJyOe0L9obRzU0hod0nVaRp45hKu5JZOr1Zd87S037xLzjmHMOaUrBUFg5q6THLr5mCEt\na9K1lnEi+PKdAL6fsR1LczWrp35JUa/ciax7d4MZ2HctD+6FMHJMC8aMb43ZB0hZxkUnMX/Un4zo\nuJTYyERGLfiShTsGU7KiV55fK598pKJQyGn2RVXWnBzLF4MacPbgHfo1msPW5SfIysz7ejjBIKDR\nmBIRnsDjR2Fs+/MSvqXc8C3tjkIpx2AQ3kxEuXThGTu2XmHOzP0kJr7fB61D47LMGN6apwFRDJy6\nhchY6V21eoOBs4/8KevtQiHn7IeqLefv8Cw8ln6NqqBSKnKc8qCUy1ncriVOluZ8t3O/5CH2aqWK\nRfVaEJ2eytTL0r3bCqgt6FukFiciHnMjNlDyeoCGTjVQyOQci8i9bYirWTEi0l9gMH6gkihiUrPn\nbNtrGn3Q6+Q1/zrxBuBg3gqdIZGYVL8Pep2I9Oe4qIsgz2Ue3S/iHE6mBShrU0LyWkEQmP/AD2e1\nFV8VqiZ5/ZxrZwlISmB+neZYirAFeZsDD54w+cgJNlw3rovpl8OX2HbhLr0aVKJvoyo5L/gbjl96\nwuh5u/FwtmXVlK64ORlv2SEIAju3X2XUsE2oTVUsXdGT5i1z7pCVik6rZ/fas/RtOIczB27zxaAG\n/Hp8LA3bV0Sey8aKfPLJazQWar4Z3YJVfqMpX6so6+cfZmCzeVw9mbdRE4+C9rRuW4EZ0/ayZdNF\n6tQrQZNmZbB5Ze/zuvZux7ar7Nh2BbWZCQUKWDJu1BZiYpLfW5tXr3IRFo3rSHRcCgN+3EJAqLRR\nYQq5HCszNecfBZCUlsG0bcd5FBJFXV9vyni5vHnN22f4u/PYasz4pWMbkjMzGbJL+gzUsg4uDCpb\nlZ3PHnAi6IWktQBfFaqGg6kFCx8eN6qW0dbEmkq2ZTgTfQWtIXcC3tHUB62QQULWh6tPNwhZhCdv\nxlpdFbVK+qSKf5J/Xc0bgK1ZbcxUhQhOXEYB86bIZbmziPg7BMFAdGZgruvdwtOjeJD0jO4F2yCX\n2GQA4Bf+kPsJYUwv3xa1xMHzVyNCWPfgJj1Llqe6q7Q045OoGCYe8qOiuyuDa0sXjZvO3mL1sSu0\nr1qKYa1qSV4PsPfEXeasPUaZom7MG90OS3PjmwjS07JYMO8gp08+okatoowZ1woLy7xvSrh/zZ9f\nJu8i4Ek4leoWY+Dkdv/YqKJPGW2Wln2/HOXa0dsfpGD+fVjZWdB1XHsKlfX6qNf91HEpaM/kld9w\n89xTVk7bw499f6NKgxIMnNwOl4J5k+Jv0MiX6jWzSzfejnbrdHqUSgWPHoay6Y/zLFr6FV6vPjex\nscnZ80hziPRXKOnBih+/YOjMnQyaupVF4zpS3MdJ9NmGtKzJ2A2HmL37NIIgMKhpdZxtLTBRKhEE\nAUEAuVxGSkYmSrmChNR0nG3/fyakhJMDM1o0ZsTew8w5cZYfmkjLeAwpX51jgc+ZcN6PY516i/Li\nfI1GacKgYnWZdvcgZyOfUde5qKRrAzR0rM6VuNvcjL9PVXvjH27tTbPFVGxWCHamH6ZzPyzpDzL1\n4RQpkCfTNz8q/0rxJpPJ8bYdxcOoQYQkrqKgzeA8v0ayLhadkImdSe7+6E5HX0GOjLoO0gWQXjCw\n7NEpClk60MZDWsoxQ6dl7LkjeFhaM65yzsa5b5OSmcn3u/ZjYWLCkg4tUSmkRR4P33zC3D2naVi6\nMJM6NzSqG3Tzgess3XSG6uW8mTmsNWpT4wV6SEgcU37YSVBgDH3616Nrt+p5PikhMS6V3+YcxG/7\nVRxcbJi08huqN/b9oBMZPmX0ej3Hfj/DzMm/I8v6/+kmRYYORYqOTBcNgunHjUaqotI5te0iOntT\nBP7z/yOYyJk4/Rsaf133Xx0hrVC7KL8cHMHe9efY9PMxBjadR9fvGtGxXz1MTHP/lfO2aNu35wZl\nyxXE08sBg0Fg7qz99Olf/41wi49LISY6maSkdFFj6Yp4OrJqaleGzNjBd9O3MW9UOyqUFB+RmfNV\nCzKydKjfGkGn0xuQy2TI5TLuBISz9sRV7Cw03A0MZ1z7+lQp8v/3b+VbnLthEay/dotybq608hXf\npGWqUDK/TnPa7tvI7KtnmFlL2ljGDp4VWPf8Issen6KOUxHJ96CyNiWxUlpwLuZ6rsSbrUl2fXei\nVrp/nRhSsx4TmLAYO7P62JpJ+477FPhXijcAe01jHMxbE5iwBHOT4nme707SZo9gsVYZX18lCALn\nY67ja10Ue1Pp6b5DIfd4mRLDospdJFuD/HzrEi8T49nUvDMalfh6LkEQGH/Aj+D4RP7o3glHC2md\nqZefBjFx8xHKe7sx+6vmKCUazQqCwG87L7Fm5yUaVC3KlMEtUCmNT1tfufycmT/tRS6XM2tuVypW\nzpth9a8RBIHjO6+zZtZ+UpMz6NS/Ht2HNEatkT4o+nNCEARiw+MxvLJoeHknkDEDlmAS+apgXACZ\nAIKHOVmefzP1QiYjpYI9aSVtP+Kps5Gn6bA+HY4q9r+Lwk0iM5jfeznz+iznLU2HoJDRtm8TOgxr\nidrcFHsX2/95Ua4yUdKpf33qti7PrzP28cfCI5zYfYPBP3WgXI28a3oqWsyFrFc2IX5H7lKkqAut\n2vxn1vL8uYdwcrbBQ0Lkz8PZllVTuzJ05g6Gz97F7BFtJM06fi3cbrwIoWIh9zf3sHMP/Zmw6QjD\nW9emQelC3AuMYN6eM6we1BFbC7P/t8/oBrW5Gx7JD4eOUdypAIULiP8dyjg409u3ImvuX6dd4ZJU\ncRbvMKCSKxhQrA4/3NrLqYgnNHCR1oWplCuoUaACJ6MukaHPRK0w7l6mUVgjQ/5BxmRl6sK5H9kH\npdyawvbTcLvS9AAAIABJREFU83z/j8G/VrwBFLGfSbo2kMfRwynrsg0LE+k1Ze8iXZ9d9KpRGjd/\nFMA/NYSIjGjauUkfhaUXDKx6epaiVk40kvjhexwXzaq71+hUxJdabl6S1m64fpujT54ztkFtKheU\nZknyJDSa4b/tx8vRlp/7tME0BwuRvyIIAr9sPsumA9dpWdeX8f2bGG2+KwgCf268yLq1Z/Ap5MTU\n6R3zfMRVqH80S3/YwZ1LLyhZ0Yvvp3fEq5j4qRWfG5npmTy76U9aUjojhizF7EXyf/1cVkBNQgNX\neCVsMt01pJaxe/PvTwWDRkl8i7+JxggC5nfiMA397wJ5RUIm+1YdZf+KowCkF7Zi4ZLBmL3yArR1\nssa9qOsHP/c/gYOLDROWfc2Ns09YNnkX43usomGHivQd3xob+9wbohYv8Z/3zdJSjZvbf8T81j8v\nEx4az4zZXYDsz7RY0exoZ8nyyV8wfPZOxszfw7TvW1K/qvgUolav59xDf5xtLXGzs+bMg5dM/tOP\naV82eeNRWdDBhrLeLn8r3CB7rODi9i1pt3YjQ3cdZEevLzFTic8gjKxYkyMBTxl/3o/D7Xu+mWgj\nhtbuZVj15Cyrnp6lvnMxyQ8b1ezLcyTiLHcSHhkdfZPJ5JjKNWQa3t9wIhW9IY0HUQPQG1Io67IV\nU6X41PinxL9avCnkZvg6ruJWeDseRg2ivMtuVIq8eZLPMmQ/lavkxtdFXYu7gwwZVWyld1keD3uE\nf0osCyt1llQrZxAEJpz3w9LElIlV60m65r3wCOacOEuDIj70riptgkN4fBLf/bobCzMTlvdvj5VG\n2vtmMAgs+v0kO/xu06FxWUZ+0/BN55lU0tOzmDf7AGdPP6Z+w5KMHNMSdS5HZ72NTqtn56+n2fTz\nMUxMlXw/vSPNulb9n0y1RQVFc+fMQ1LiU1kyZROqhOwObxNzJbGtPNBbZL+vBrWC1FK2oPyM3wOZ\njNRy9qSW+/8RkoRGbqj9k1Eka7E5Hc7EljP/6+cNutWiUpNyWNlbULl5+f+5v4WKdYqx8sgotvxy\nnB2rT3Pt1CP6TWxDw/YV8zQKefLEQxydrEhMTOfEsfv8+FNHgP/qRBWLrZWGZT90YcScXfyw5ACT\nBjWjWW1xVkUqhYLBLWoiCAJJaRnsvfqAH79o9F/m4jsu3UMwCGj1epRy+d++D86WFsxv05w+W3bx\nk98pZrYUnwLVqEyYVqMRvf128eu9a3xXTnzpjVKuoHeRmky9c4ArMf5Uc5Dmo1fCsjAahRk34x/k\nKnUqk8nztNtUEASexownNesRvo6/Ym7yeXm7vc2/WrwBmCgdKOm4nDvhXXkaM5aSjqvy5GYiI/d7\n3Ep4SBELL8lzTAVBYO2z83iZ29PIVVo0ccez+9yICmNenWbYqcVPhUjJzGTY7kM4WJgzu1VTSe9h\ncnom367eQ3qmjvVDuuBsI+33NRgE5v52nL0n7vJly4p8372u0f+HkRGJTJ64Hf+X0fQb2IAuXavm\n6ZfL8/shLBq7jZePwqjZrDTfTmmPnaNVnu3/T5KSkMrRdadIezX7MiE6kT2/+iHXZjcUGNw1RLT3\nxGCmJKOgOYL633P70TqZoXXKjrAk1XLCNPg/NhBmz5I4vv0CJzdn2ytkumvo27sl5tYamvaqj4XN\n36SNP0NM1Sp6jmxOvdbl+XniDhaM2sLJ3Tf4fkanPGloqFm7GKZqFQf23aJGzSKMHNMST68CRgm3\n11hoTFk8viNj5u9l2orDZOn0tKkvzoD2dbo0KT0TlVJBrRJeb3720/YT3HgRwvrvu+RYE1zLx5MB\nNaqw8uJVangVpJWveMHRsGAhmnoWZunty7QvXBJXC/H3mrYeZVn2+BTrn1+ULN6UcgWlrYtyO+GR\npIjnX9ELWpR52FAYnryRmLSDeNmMwk5TL8/2/Sf499w934OlaVm87cbyMm464ckbcLX6Otd7msiz\nb9SZeuNCvqm6dF6kBNLRXXq36vXYQB4khvNj2VaSat0SMzOYffUsFR1d6VSklOh1giAw+fAJwhKT\n2PRVF2zMxEfNtHo9I9cfIDAqnhUD21PEpYDotZAt3Gb96seB0/fp2a4qA7rUNPpGcf9eMFN+2EmW\nVs/0WV2oUs24EVx/R1amlk1LjrHj19PY2FswaeU31Ggi/j3+lNHr9BxYdYwl435HkfofewBBBqnl\n7Ulo5IrBVIHO1hSM/BL9X8JgpiS96H/KKdKLWpNQ3wV5mg51QAp2B4PYMG07AL9M3kTTDjUwszCj\n7eBmeJaQPh3lU8OzqDPztn7LoU2X+G3eIQY1n0/PEc1p800tFBJrXP9Kpco+lK/g9V/7GCvcXqNR\nmzB/TDvGL9zHrNV+6HQGOjQWnw3RGww8CY3m6K2nFHSwZfvFuzwNi2bz8G5oTFWixOWQOtW5GhTM\n5CMnKOPqTEFb8SUck6s1oMGO35h59QzLGrQWvc5UoaKrd2V+eXwa/+QYvC2l3ZtLWRfjStwdojPj\ncFRLF+daQwZZhnQ0CuNLj94mJesRL+NmYmtWD3fr/nmy5z9Jvnh7hatlT+LTz+MfPwcbs9poVLkr\nTLdSZXc7JWojcUN6aPZp8ksMCJS0Kix57caXV7BWmUnuMF1y6yJxGWn83qyTpNmle+8/4sDDJwyr\nU4MK7uJrdwRBYOaOk1x+GsRPXzahahFpdiR6g4FZq/04eOYBvTtUo2+nGkYLN78jd1k0/zCOjlYs\nnNWZgp7SblTv4/HtQBaO2Urw8yiadK5Cv4mtsbD6+zqXz4XEmCQ2Td/J89v+3HzwElVsJlmFrYhp\n50mW21sR20+sXu1TxaBRYtAoSSmgJqVi9hedSWga9geCOHzgMopUHftWHSXD05JaRXxoPbAJNdrm\nfi7vP4VcLqfVVzWp2tCXZZN2snrGPs4eusPwOV0oWDh3NUi5FYB/h9pExZyRbZmweD/zfssevt6p\nSfmcFwKO1hZM+7IJi/efx7egEzbmZmwd2R2ZTIbeYBBVl6uUy1nQtgVt1mxk9L4jbPqqC0qRqXV3\nS2sGlanC4lsX6VmyPJUlNC908azEqidn2RJwjfGlpQUSillmR+uepQQYJd5iMoMBsDXNfT2oQcji\nafRolHJrihWYi8wI261PjXzx9gqZTEYR+xncDGvOs5gJlHHelKv/YDsTdxQyFWHpTyhpXVfy+ucp\ngciQUdhC2nSGqPQkTkU8pmehGpJ83fwT4/n9wS2+KFaG0gXE3zxDEhKZevQUlTzcGFCjsqSz/nH6\nJjsv36dvoyq0rSJtlp/BILwRbn07VqdPpxqS1r+9z9pfT7N18yXKV/Bk0tQOWOWRsMrK1LJxsR87\nfz2NvZM109f3o2Id4+ay/pMIgoDBYMD/bhA9u89AFZGOIk2HTGcgw8sSwUFNTFtP0krb5ou1vODV\ne5jlbk74wOyyB3mKFlu/UEzD0rh84zE3OtxBZ6VCUMnpP7wDHYe3xNTs8+tQdnC1Ycqa3pzae4uV\n0/YwuNUiegxrQse+dVHkokv8XQQGRKM2M8HJSXo0x0SlZNbwNvywZD8L1p1EEKBzU3ECroynC8v6\ntUPzlmWRwSBIaqhys7ZiarOGjNh7iJUXrkryzxxQpjJbntxl+pXT7GnTXbToL6C2oLFrSfYF32FE\nyUaYSvhOKahxRSlT4J8aTM0C0mqgAfxTbgLgbpb7RsLghOWkah9T0nEVKoVdrvf7FPj85WceYqp0\nwtt2PEmZ14hM2Z6rvZRyFV7m5XiSfMEoE9HAtDCc1AXQKKUJiT3Bt9ELAp08pQ3znXPtLCYKBSMr\n1hS9Rm8wMHb/UWQymNemmaQb0dkHL1m4/yyNyhRmcHNpwstgEJiz5hgHzzygTy6EW0aGlmk/7mLr\n5ku0alOeWfO65plwe3YvhCFtF7N91Skad6rMiiOjPjvhJggCp7ZcoL7DVzRTdWVQxTGYBqeSXsSK\n5CoOBI8pQ9gQX8IHliDtE+wK/V/CYKEitoMXYYNLEjShHNGdvUkrboO2gJp1P/xJU/fenPzzPKHP\nw0lJkDZW6Z9GJpPRoF0FVh0dTZX6JVg39xAjOi0j6Hnu5mP+FYNBYOZPexk8cD2PHoYatYdKqWD6\n0NbUqVSYhetPssPvlui1Zm95vwmCcXV4rXyL0dq3OL+cv8z9cPHvj0ZlwshKtbgdHc4h/6eSrtnJ\nswJJ2gxORjyRtE4lV+KkLkCYkXNOHyadxs2sBJaq3GVB0rJeEJy4CgfzNthrGuZqr0+JfPH2F5ws\nOmFlWhn/+Plo9bkbslzCqg5J2mhC0x9LXhuREY2LWppHnCAI7Au+QyV7TzwtxIepb0eFczjgKQPK\nVMZRI759//drt7gWHMoPjevhZi2+EPZFRCxjNxymuJsj07s1k3QTEwSB+etOsO/UPb5pn50qNYa4\n2BRGDt3IhXNPGDS4EUNHNEOZB0/6Oq2eTUv8GN7xZ1IS05n2Wx+Gze6C+QeYxvAhSE9J5+aJe5zf\nfYU6hXozs9tiDBoFcc3ciWnnSdDEckR3L0xMJ2+0zuIbWvLJQxQykmo6Ed2tEOGDShD6XQkMZkpm\ndV/CN0WH0NapF+snbeHGsTv43zNuRuU/ga2DJROXf824n3sQERzL4FaL2LnmNHr9+2eCikUulzFh\nUjvUahUjh27ilJHju7IFXCtqVyzEgnUn2X38jqh1b0e7cpPuntykPvbmGsbsP0KmTvwIqo6FfSlq\nW4D5N86hy2HO6ttUKeCFs9qKAyF3JZ/V0dSemEzpPm3RGYFEZwZS0rqe5LVvIwgCL+KmIZep8bGb\nkKu9PjXyxdtfkMlkFLKbhM6QSFDi0lztVcSyGgqZksdJ5ySvjc9KlGzM+zgxAv+UWFq5l5G0bv6N\nc9ipzehbSnza0z82nkVnLtCwiA/tS4trnwdISs9g6Np9mKqULOnd5r/SCDkhCAKL/zjN7uN3+KpN\nZfp3Nk64BfhHM3jQegIDYpg6oxMdO1fJs9qhvb+fY+MSP2q3KMuKI6OoXC/vvAM/JAaDgaPrT9HC\nvQ9jG09jasf5KOMyierqQ8iI0sQ3cyexngsGTX6lxadGRhFrQkaVJrxfMSK7FyK1lB2bZuxkXNPp\n9C87iurlBxD+Mm+jWB8KmUxG3VblWHlkNJXqFmPNzAOM67aCiGBps0bfhadXAZau6EnRYs7MmLqH\nzRuMy4y8FnA1K/gwd+1xDpy+nyfnE4O1mZoZLRvzPCaOpecui16nkMsZWbEmLxPj2fNcvHCVy+Q0\ncSvJhagXpGgzcl7w9llVliTpUiStAXiYdAYZckpYGTca8TVx6cdJyLiAp+1wTBR5V8f8KZAv3v4G\nC9OSOFt0IjxpExnaYKP3USvM8TIvz9Pki5JvEGn6dDQKaSm8Y+GPkCOTZMp7LSKEc6GBDCxTBQsT\ncZMUDILAhIN+qJVKpjYXP75KbzAwfsMRwuKTWNSr1d/O9Xsfq7ZdYNuRm3RpVoFBXWsbJbhu3Qxg\n6OA/0Gn1LFr6FTVqijfeNIh4Wm3VoyY//tqLsYu7Y2n9aUemUhNT2T5/H2snbKaud2/m916OztaU\n8H7FCBnqS9DEciRXc8zvEP0ckMtI87UlpbIDUT2LEDS+LKFDfIlr7o7mUQJfFfueX8duJDUpbw1P\nPxS2DpZMWvkNI+Z9wctH4XzbYiFHt17Jkzm2NjbmzF3YjYaNffltzRkWzD2ETifdS8xEpWTG0NZU\nLePJzNVH8bvwyKjzBETFM+aPg6RlakWvqVvIm45lfFl7+ToPI8SPj2rqWQRfe0eW3b6MXkL0rZFL\nCbQGPReipA27V8lVRg2of5J0AQ9NKcyVxvuuCoIO/7h5mKkK4WrZzeh9PlXyxds7KGgzBJlMTmBC\n7qJvxSxrkqiNIjLjpeS1Ur8yz0Y+pby9B7am4n2hlt2+jJ3ajK9KiDdS3HrrLjdCwhjfqK6k8Vcr\nj17m3CN/xrWvR3kfaTNf/9h7hd/3XKFtg9IM+7qeUcLtxLH7jB+9BQcHS5au/IYiRZ1Fr924+Ch/\nLDzK8/shZKRnvfN1pmoV1RpKa7742Oh1evav9KO1R19Wj9nAn/P2oEjTEflVYUKH+pLma0umtyWC\nad4XjOfzcdA6mZHhY0l8U/dsEV7Bnm3z9tLKvS8zvlzE4oGrCX5iXN3Xx0Imk9G4Y2VWHB5J0TLu\nLB6/nWkD1pMQKz2S81dMTJSMm9iGHl/X5MihO0wcu43U1EzJ+5iaKJk9oi3lirszbflhzl5/LnmP\nkNhEjt5+yrRtxyWJ03EN62CrMeOHQ8dECzGZTMbgctXwT4rncID42reytu5YqdScj5L2+2kNOpQy\nadH62MwQYrOCKWZlXGblNZEpu0jXvcTLZhQyiWf4HMgXb+/AVOmMi2V3olL3kKb1N3qfwpZVABnP\nU65IWmeu0JCkFX+Tis9M5VFiBDUdxFuLPI6L5nSIP718K4qeXxqdksr8Uxeo7uUhKV169sFLVvld\noV0VXzrXkJbW3XXsDiu2nKdxjeKM7tNIsnATBIEtmy8xa/o+fEu5s3jp16K7zfQ6PdMH/U7Q80jM\nLdVsW3mS3WvPkvLKiPZz48axO9T37MXP3/5KlqMZwSNL8XJBVYImlSelYoH8KNv/IHprE6K7FyZk\nRCmy3DX4nbzJ/vUn6OU7nOXD1pEUl5zzJv8gjm62zNwwgH4TWnPj7BO+bb6Aa6eNi3K9jUwm45s+\ndRk1tiW3bwUy/PsNxMRIfy/UpirmjW5PMW8nflhygGv3pdUZ1irhxXfNa3Do5mO2nBdXPwfZ6dOJ\njetxPyKKTTfEr2vqWQRvK1tW37smWiwq5Qoq2XtyLTZA9HUAIjNjJJf/PE/O/q4sYlFV0rq3MQhZ\nBCX8gqVJ2TyfW/6pkC/e3oO7dX/kMhUhiauM3sNcaYOrWVFepFyTtM7NzImgtDDRr78Vl53erVRA\nvLXI2vs3MFOq+FpC1G3OybNk6HRMaSo+XRoWl8SEzUco7ubAhI4NJImv45ceM3/dcWpW8GHyIGkd\nrZDdYbZ86THWrDpF/QYlmTWvKxYSmgcy0rIwGAxMWPY1nQfUp1WPGqQmp3Nw40VJ5/in0Gl17Fpy\nkHoOPWhg+SXjmk5HnmUgolcRwr4vSZZH7udL5vN5kFnQgvCBJQieWI6gSeVIqurArqWHaO/Sl/pW\n3ajh2++TbXCQy+V06FuXJXuGYm1vweTea1kxdQ+ZGeJTje+iWYuyzJjThfCwBL4f9DsB/tGS9zA3\nM2HhuA54uNgydv5eHjwPl7S+b8Mq1Cnpzby9Z7gXGCF6XYsSRanl7cnisxeJSRHXZayQy+lVqgJ3\noiO4FS3+nOXsPAhOjSchS1zqXS8Y8E8Jxsf8b+YAv4fnKVdxNPXG2sR4v7+olH1k6kNfZdD+Nx9I\n88XbezBRFMDJohNRKXvJ0omvK/grPhaVCEt/SpouSfSawhaeBKaFojWIuzk9SgxHBpSwFjfYPDEz\ng70vHtG+cAls1OJq664Hh7Lv/mP6Vq2It724WgStXs/oPw5iMAjM79kKtYn48PXVuwFM/eUwZYu5\nMX1oK8ndoFlZOmb+tIfdO6/TqUsVxk9qi4mE6wOYW5mRka5lx6+nAShVxYcy1QoTG5nIrQvPJO31\nMREEgcsHbtDQoxcrhq9HZ2tKSlk7Ytp7EjyuLKll7fOtPf7F6C1NiPnCh5DRpUmq7khaKVvUgcn0\nKzeKxQNXEx+Vu077D4V3cReW7BlC229qs+/38wxr/zOBT8WLnXdRqbIPC3/ugV6nZ/j3G7h/T3qt\ns7WFGUvGd8TOWsOIObsICBXfZCGXy5jRrRmOVhaM/v0gSeniGgNkMhmTmtQnU6tjwekLoq/XsXAp\nzFUqNj26LXpNcevsMpOnSeKaX0LTIsgwZFLYwkv0NTL0qQSnPaCQRSXRa/6KIBgISfoVc5MS2JrV\nMXqfT5188ZYDbla9EdARlrzR6D18zCsCAgGp4j2BClt4ohP0BIqMvvmnxOCusUWjFJf+3P38IZl6\nHd2Li4u6GQSBmcdO42xpwYAaVUStAVh26CL3AiOY8kVjCjqID58/fhnJuIX78HKzZ+6odqhNpM23\nS0/L4odx2zh98hH9BzVg4HeNcrQk+WsK4XWDQse+dQl4HM7j24HI5XKKlnZHZaoi4VWKJS+KqPOC\nrEwt147e5vzuK9Qq2Y9JbWYDEN6vGGHflSCmiw+JdV0QVPkf+3yyyXI1J7aDF9FdfQiaWJ7EWs4c\nWHOMjl4D2DZvL1kSiug/FiamKgZObsu03/qQEJPMkLaLObhJelPYXylS1Jkly3tiZa1hzIg/uXhB\nmh8aQAFbCxZP6IRSIWfYrJ1ExYpPw1qbq5nbswVRiSlM3Sq+/s3b3paeVcqz6+4D0c0LFiYmtPEp\nwUH/p6RkvbuG9208zbPtp0JSxVl/PE/NjuJKMZoPTL2DgAGfXIi3uPTTpGtf4G7V73826gb54i1H\nzFSe2Jk1IDz5TwyC9IJWABezIpjKzQlIFf+U422RHWr2TxX3BBiRnoSzRrxr+K7nDyhp70gpkdMU\nDjx4zP2IKEbWr4VGpJC6/CSQdSev06l6aZqUE9/VGRqZwIg5u7C2NGPRuA5YmkvzSEtMTGPU8E3c\nvh3I6HGt6NJVnBP5X1Mw8lcpWq9izngVd8Fv+zXiopKwKWCJu48Dj24GALnzbMoLBEHg3M7LNHHv\nxYTmM5jacT6mwSnZUbaxZUjzzZ98kE/OGMyVxHb0InhsWTJ8LPl17EaauPdi+/x97F9xlJiwuH/6\niP9F5XolWH5oJKWrFmLZpF3M+O4PkhNz103r4mLDkl++wtvHgSmTdnL0sHRvM3cnGxaN60hyWibD\n5+wiOVW8vUYZTxcGt6jBsTvP2HVFvP3IoBpVsTZTM/ekeFuqjkV8Sddp8QsUl0EooM4usYjNFJee\nfZkShFpuiquZeL/SgNRbqGRq3DTSR0q+JizpD0wUThQwlz4X/HMiX7yJwNXqK3SGeGJS/YxaL5cp\nKKgpTWCq+BuBk2kBNAo1Aakhol6fqsvCUiluPE5QcgJ3oiNoW0icB1mWXs/isxcp4eRAa19xH6rE\n1Ax++PMo3o52jG4nfjxYYko6I+bsQqc3sGhcBwrYSqvJiolOZsSQjbx8GcWUnzrStLm45og/fznO\nzO/+YO/6czy5EwRkNysA2DtZU61hSaxszZnx3R/cv+bP0a1XcPORZqL8IXh28yW1i/ZhWucFGEzk\nhPcpSsiIUgRNKk9iXRf4AHMe8/nfRutkRkT/4oQNLI6gkrN6zAZ+/m4NX/gMYtP0nWSmG/cQ+yGw\ndbBk2m996DO+FZePP2Bwq0U8upW7uj0bG3PmL+pO+fJezJt9gB1bpTWbART1cmT2iDYEhcUxfuE+\ntBKsSL6pX4kqRTyYu/sMQdEJotZYqk35tmZVLgYEcSkgSNSaik5uOGssOCKy61T5alykThDX2eqf\nGoKXuTtyCWMmA1Pv4mFeCoVMWqblNenaABIyzuNs2RW5kXt8LuTf2UVgo66BWulBRMo2o/coaF6a\nBG04ydoYUa+XyWR4atwISBXXzm8iV5Ap0k/nRGC2V09zryKiXr/rzgNCEpIYUa+m6IH1M3aeJC45\nnVk9mmEmMlKXpdUxbsFewqOTmDuqLV5u0oYZh4XFM+z7DURFJjFrbtccPdxepyW2rTjJzbNP6Dyw\nPga9wLwRfxIZEodCqUCnzb7puvs48s2o5lSqW5yLR+9Ro0lp2vbMnYFkbogNj2d+7+UMqjwWk8h0\nojt7EzKqDGml7cgsaIHB7H+vNT6fj0t6cRuCx5bBf0ZFgsaVIa24Desnb6GpW29ObTHO3PZDIJfL\n6dSvHgu2D0Ymg9Ff/MLONadzdT4zjQk/zepMnbrFWbn8BOvXnpG8X+VSnkwc0JQbD4OZtdpP9Hq5\nXMb0bk1RKuT8sPmIaBuQLyuUwcnSQrRxr1wmo1HBQpwPCyRLn7O4TMjK7rC3UuWcCTEIBgJeiTex\npOjiiM0KxlNTWvSavxKRvA1Q4GzRxeg9PhfyxZsIZDI5ThYdScy4RIZWXCTsr3hoSgEQnPZA9BpP\nczeC0kJFfegd1ZZEpItriDgXGoi3lS2eVjk3HWj1elZfukZZV2fq+HiJ2v/43WccufWEAU2rUtJD\nXFpWEARm/3qM249D+WFgU8oVF/+hBwgKjGH49xtITc1k3qJulCufc51FWnJ2OsPM3JSGHSpRukoh\n2vepQ73W5ZjSbx0AStV/N0l8ObgRfSe0osugBpLOl1dkpmeyacZOungP5MiG0yTUdyFoYjmSajqB\nIj81mk8eI5NhMFehddYQ2bsooYNLYrBQMrPbYuoU6s3jq59O006xsgVZdmAE1Rr6smbmAab2X5er\nNKqJiZKJP7ajecuybPzjAsuXHsNgkCbgmtUuSb/ONTh87iHrd4uP4DnbWDKhY31uB4Sz8Yy4WmlT\npZL+1StzPTiUa0HivqdquXmRqtVyNybnpo/gtOy0ubsm5++NqMxYMgyZeEsQb6+/Gz2MFG+CoCMq\ndQ92ZnUxVRrfqfq5kC/eROJo0R6AqNR9Rq13UvugkqkJSRM/lsTDzIU0fQaxWTkXiHqY2xGaFp+j\n0BMEgetRoVRxFvehOvL4GSGJSQysIW6EVGJqBjN2nKSEuyO9G4oft7Vh31UOn3tI3041aFJT2kip\nly+iGDF0IwaDwILF3SlewjXHNbt/O8tPg9ZjMBhIS8l4kyoF6DGsKQ4u1qyYugfIblxY/uMu7l7J\njljKJdqV5JaooGhm9VhCA/OutLD5ivWTtpBW3Iag8WWJa+OZH2XL56ORUdiKkBGlierqgzIuk++r\nTWD2Vz8T+jyc5PiUfzwaZ2FlxsTlXzNwcltunH3C960X8fSu8VNyFAo5I0a3oEPnyuzeeZ1F8w9L\nnrXaq301mtUuyertFzhxWfxw9xYVilOvlA/LDl8gOEZc+rRz2VLYmpmx9soNUa+v6JR9r7wjwjLk\ndaMvLDBGAAAgAElEQVSCu3nO4u21zZWHRpz7AUBI2gOUMlOczcR7lb5NQsYlsvRROFl0NGr950a+\neBOJWumGlWklolMPGrVeLlPgYlaU0HTx5pKv//CD03L+YLlpbMjQ64jJfL+xb1hqMomZGZQW2ajw\n+7VbeNvZUr+Ij6jXL9x/joTUdKZ2bYxKIc7a4/zNF6zcep7G1YvRu4O45oLXPH8Wyajhm1AqFSxc\n0gOfQu+vQxMEgUVjt3H74jO+ndoBuVxO2161uX3hGcd2/MeLb+DkdkSHJxATkYhcLqdd7zqUqVpI\n0tlyS3pKOusnbeHLIt9xfPsFUsvYkVTDidDBJYnsXRRdgc9j2H0+/2PIZSRXcyRoQjniG7tybOt5\nvik6hA72vajr2Yu7Z40b+J5XyGQy2n5Tm3lbv0UwCIzssowDG43vRpXJZAz6rhHdvqrB4YO3mTf7\ngCQBJ5PJGN+vMaWLuvLTiiM8DRDXESqTyZjYsSEqhYLp20+IOr9apaRbhTKcevaS4ISc7V4cNRbY\nqzU8jc/Z1iQ47ZV40+TsGhDy6jvLw0yKeHuEq1kxFEZOQ4hOPYBCZoGdWT2j1n9u5Is3CRQwb06a\n9glpWumjrgBczYoRleGPziCuNdv9lXgLSc85pP06lB2W9v4ntKCk7J97W9vluOfDyCjuhkXQvWJZ\nUbVudwLC2H3lPj3qVqC4m7hi/qDwOKYsO0RRL0cmDGgqqXPz2dMIRg/fhKmpioVLeuBRMOcauTP7\nb3Nyzw0mr+pFwcJOhPpHo1IpGDa7C2tm7SfoebaHkbWdOSoTJVa22fNJXT0/3lDjt4fEb5qxk9TS\ndgSPL0f0l4WIbe9FRmGrj3aWfPJ5F4JaQVzLggRPKEd0Ry9iW3ogT9Eyst6PVC8/gPCX4vzAPhTF\ny3mydP9wylUvwi+Td7Fg1Jb3jrZ7HzKZjN596/FNnzoc97vP7Bn70OvECzgTlZLZw9tgZaFm7II9\nJIicMetkY8H3LWpy6WkQfrfFNRZ0KV8amUzGzjviSnTcLKwIT83Z0iQ0NQFHtSWmipxrmIPTI7A3\nsUGjFOchqjNkEZXxEjezYqJe/1cMQhaxacew1zRBLhfXuPe5ky/eJFBA0xiAWCO7Tl3NimFAL3rO\nqZXSAgulOaHpOd8EXV/ZhISlv/9pKykru1PMxjTnqM3uuw9RKRS0KZVzGtNgEJi18xSO1hYMaiou\nepaWkcW4BftQKRXMHtEWtan47qDnzyIZM2IzZhoTFizpjqubONPgem3KU6V+CX6bc5BDmy8xd/hm\nxvVYhf/jcEpXLcS6uYfYvPQYc0dsRpulA2QfNRV07//aO+8wK6rzj3/e27dXysJSpSPF3qJgr5Ek\n9oIFpSQWVBIFNViSWIhYfvYaW7AGYy8IWKJiLwhERZEiC8uyvdx+fn/MXLhu9s7MXXbdZTmf57nP\n7s6cOXPu2Zkz33nfc9733RWM728mic/3sW76SMrPGEy0cMcYkDTbH9FCP7X796T60N6svXwMlUeW\nkrmimolDL+D+yx6nwaFQaQ9yC7K45sFJnH7RYSz692dcctztrF/tbNFYS5x+xq+YPPVAFi9czvV/\nez4tAVeYn8WNl0ygsqaRq+54xfFChBP3G82w3t2Y+8K7NIXt4+6V5Oawb/++vPD1Ckdjl9/tJhSz\nX+y2vqmaXhnOwlH91LiB3hnOc0dvDP5AnBglGc5DSiVTE1xCNF5LcdYRrTp+e0SLtzTwe3qR7RvF\n5qY3W3V8SYaxunND0NkkXxGhV6A7ZU32ZvYS86Yqa7QWbz7TlWl3s8aV4tUV3zJup/7kZ9gLvZc+\nXcHydeVc/Ov9yfTbBwpWSnHjAwtYvb6Say44mp7Fzq1JP3xfzqUz5hHI8DH3ttPp1cuZcEvwp1tO\n5YMFX7PwuU+5+v5JXHzjidTXNDJ238H8dtL+FHbPZcSu/Zl9z1n4/J5fJI5b2aqN7LPLVC4ZNxt3\nfYSNpw/ip4t2JjQgp93PrdG0FcrnpurwUtZcPpa6XYt4+u/Pc0zpubx83wJiDlY0tgcul4vTLjyM\nax86h01l1UyfcNs25UY96dR9mDz1QN5atIIbr38xLRfq8J16MuPsg/lo6Woe/NcHjo5xu1xc+tvx\nbKiuc7x44egRQ1lXU8syB0F7a8Mh8nz2L4dlTTWUOHCZKqUoC5bTK8P5ooHEM7FnhrMICM2paHwT\nl2RSENivVcdvj2jxliaFmQdRF/qScMx56pMEOZ5iAu4cx5Y3gJ4Z3SgL2t+A2d4AWR4fG2wsb4Vm\nKqzKoHVi9RUbyymvb+DQofaTR8PRKHe++j4j+/TgyF2cmb1fXLyUN977L5NP2Jc9RzmPwL1mdQWX\nzpiHz+dh7q2nUVKSXtJjgECGj+sfn8qVd51JQbccevUrpv/QEr75cg2j9x7EESftxUl/ODjteltD\nQ20jD8x8nIlDLiBzRTWVR5ay5vIx1O+uk8Rrtl9i+T42nTaIdZfsTKR7gFun3ceBfSfx2cKlHdam\n3ccN4/YXLqJ77wKuOuchnrzT2Tyyljjp1H04Z8p4Fr25jLlzXk5rFeqxB47i6HEjefi5JXzkMJfs\n7juVMm7kQP6x6GNqHAT9PXDQAADe/eFH27IVTY0UZ2RZllFKGYHgM+xfsmsidTTGgmkF590Y/J4M\ndy65nm6Oj0luW1XjWxQE9u1Ql6mKV6OCrxKvu5l49Z+IV/+ReO21qIbHUdGVbe7B0eItTQozDgAU\n1U3pJyYXEXr4B1AeXOX4mJJANyrDNYQd5DjtEchlY9B67kJRwJjDVdFk7cr4cLWx1Hy/AX1tzzt/\nyTLKquq48Oj9bFNQAfz402ZufmQxe47qxxkT9rItn6CsrJpLZzwBwE23nOrYVdoSPXoXUtDNsGrF\n43GWLFxGYbdcYrH4L+ImjcVivHL/mxxTei5PzXme+l2LjAngh5eifOnlcNVoOiuhvtmsv2AEG84a\njCsU47JDr2Xf0VNY9116idvbip59ipj77PmMO2Ysj8x9levOf4xgY+uCDp9y2r6cefb+vPHaUm6/\n9fW0xo0/nn0w/XsVcc2dr1DpMJzJBUftR30wzGNvf2ZbtjArk8HFRXy6zjq9YiwepzLYSFFGpmW5\nynADkXiMngF78bYhuAmAngHnQmxj8Ad6BAa2ysvRFPmeUGw9BZnj0z62LVDhL4hXXYAq3wdVPR0a\n7ofwxxD5HJqeQ9Vdi6o4yvg0PoVSrZt32ZxOI95EZKyILBGRL0TkExHZM2nfLBFZKSLfiMjhHdnO\nbN/OeFy5VAedJwFOpltgABWh1SiHUaq7+4tRKDaF7FPT9MjIpTxoHestcZNWBq0HjOUbyumZk033\nbOsMB9FYnIcXfcLY/iXsPcRe6EWiMa664xUy/F5m/+FIR2IPYPPmei69ZB6hYIQ5c0+ltE96AXxb\nIhaLs2rFes47+hayczM5+9KjcLtd7e4m/XzRUg7sN4lbpt5LpFuAdZfsTPlpg4jlO8tLq9FsV4jQ\nMLaItbPGsPmYPmR8V8NZI6ZzzyUPU1dlvTq+PQhk+Lj01lM5Z9YxvP/6Ui45/g42rmtd6q/Tz/wV\nJ526Dy8+/xkP3LvYeRv8Xq698GjqG0Pc+ICzAL5DehVz8KhBPPGfL2gM2QuAET2782259fy+qlAT\niq0v9akobzKMAj0cWN42BI1zOhVvcRVjU2g13f0DHJVvTpX5LC4I/LJB01W8knj1H1GVJ0L4Q8g6\nGyl8EunxFa7ub+HqthDp/hlSvAjJvRokgKr9M6riWFT4Y9v67eg04g2YA1yjlBoLzDb/RkRGACcD\nI4EjgLtEpMNMEyJu8gJ7URNMP2UKQDd/PyIqRHXE2Uqs7gFDpJQH7d203fzZbApaD4YZHi8ZHq+t\n23RdTQ39C+0tW4uWrmR9VS1nH7SHI9Hz0PwlfPtjObOmHEZRvrWpPkF9XZBZf3qSqqoGrptzkm04\nEKe43S4CWX7OuORwps2e0CZ1WrHuuzL2HT2FSw+5FlcwxoazBrP+whGE+qaXAkyj2R5RXhfVh/Rm\nzRVjqdujG8/e9jIT+k7mhbte35KK7pdCRDh+8niufehcNq2vZvpvb+Prj517RJLrOXfKeH49YVee\nemIJT81zNo8NYFDfbkw76Ve888n3vPKOs5WhZx20G3VNIV78xH7OXkluDpvqGyyFYeI5kJhOk4py\n06PTw4HlrTxUgSB089tHNACoCpcRUxG6Bfo7Kt+c6qb3CXj6EPCmF9h9W1DhL1EVv4Hgq5D1e6Tb\nW7hyLkV8uyJJablEBPGUIpmnIkXzkfx7gTCq8nRU/b3b5OXpTOJNAYkrIw9I2HsnAE8qpUJKqVXA\nSmDPFo7/xcgL7EUwupZQ1Nok3RLFfiPh/OaQs8CRiRtgU8hevBUHcqgI2QfKLPAHqApZi7dgJEaG\n1z7eztPvf0WvwlwOGGn/1vTd6nIee/5Djtx/BAfs7iwQYzgc5aorn2XN6gqu+cvxDB/R29FxTinp\nW8Q+h+7cpnU2p66qnnsueZizRkwn47saNh/dh7WzxtAwtkgnjNfscMRyfWw6eSDrZowiXJLJ7ec/\nwEF9z+bj15xNxm9LdjtgKLfMv5Ds3ExmnX7Pz2I9OkVEOH/6YYw/aDj337uYN15zPq/vpCN3Y+yw\n3tz22FtsrrZP+D66XwnDenfnXx/Yn8MlQlwpy5fqqi3izdrytilkiLdEcnoryoObKfDl4nM5ix5Q\nETICpBf7nc99TqBUnNrQx+QF0osPui2o0HuoyokgHqToKVw5FyMu6/4DU8gFDkSKXoLAkaj6uaja\n2Y69cM3pTOLtIuDvIrIWuAmYZW7vDSQrnXXmtg4jz787ADVBZ1GskynyG67FzWFn6UsKfXm4cFHh\nIMtCkT+LSDxGbcR6Qmt+IIPqoHWZgNdDU8R6RerG6no++m4tv9lzJG6brAOxeJwb7l9AbnYG088Y\nb1k2QTyu+PsNL/HlF2v408xj2G2P9M3q777yJTfNeIK4w2X5bUksGuOFu15nQt/JPHvby9TtUcya\nK8ZSfWhvlLcz3XoazS9PuDSL9ecNp2zSECQa5/KjrmPfkZNZvaJ1KQhbS+nAbtwy/wJG7TmQmy99\nin/MeSXt8cLtdnHZ5ceyy279mTvnZT51aMVzuYSZkw8jGIpy26P2blcRYcKeI/jvT5tYtdHa1Vsf\nCpFls/I/YXkrCFhHFKgwPTrFfnvxVhGuotjnzOoGsDlsPN6LfOlbzhojK4nGa8kLOM/msy2o8Eeo\nqmng6YcUPoN403/xF1cmkncLZE2BpqdQdX9tlQXuF32CiMibIvJ1C58JwO+Bi5VSfYCLgQdbUf8U\nc77cJ5s2bWrr5m8hyzcMl2RSF0r/TTHDnUOGO5fKkLOE825xU+jLY3PIXrwlbqzNNlkW8v0Bqm0s\nb9l+H/Vh63kVby8z0kUdNtZ+effLb33N8u83MH3iePKynQVufPiht1m8cDnnTj2Qg9O0jimleObe\nxVx3/mOUrdlMU0PbTBJ1ysevf8FBfc/m9vMfIFySyboZo9h08k7EcvW8No1mCyI0ji5kzcwxVEzo\nS2BVHeeMupjbz3+AmgpnuZrbgpy8TK596FyOOmVvnr5nEddf8DihoP0isWS8XjdX/+U4+vUv5pqr\n5vPjKmfPoH69Cpl47B4s+OAbPltu75E5eLThtXh7uXXUgvpwmGyf9XhTHTJe4vP91mPy5lADOR4/\nPre9N6YiVEWR3/lissrQT2R7CvG77a1XzakNGYs3cv27pn1suqjoWlTV+eDujRQ+grhbP+9aRJDs\nGZB5NjQ+Dk3z0q7jFxVvSqlDlFI7t/B5HjgTmG8WfYatrtGfgD5J1ZSa21qq/z6l1O5Kqd27dUt/\nybFTRDxk+0ZSF/6qVccX+HpRFXYm3gCK/PlsDtvntivwGxd/Vdh6MUKeL0BN2HqFVZbPR4PNpNiP\nvltLz/wcBnS3fstqDIa59+n3GD20F4ftN8yybIKFC5Yx77H3OfLosZx0Snom8Vgszp2z5/PQjS9z\nwDFjuf7xqWTl/DKppFavWMe+O0/m8iP/hkTjbJg0hPXnDSdc6mx+n0azQ+JxUXNgL9ZcOZbafXrw\n/N2v89t+U5h/68tEHASmbZMmeN2c/9fjOPfyY3jvtaXMOv0eqjent6AiK8vPX284kYDfw5Uzn6ba\ngSsUYOKEPelRlMPtj79ta4XpmZ9Dv275fP6D9bSd+lCYbBvLW435Ep/nsx4fq8INFPrtxzClFJXh\naop8zkM4VYXLKPDZ56NuifrQV3hceQQ86btc00GpMKr6AiCOFNyLuJxbFlMhIkjOZeAfj6q9DhVJ\nT090Jt/NemCc+ftBQCKS7QvAySLiF5EBwGDgow5o38/I9o+kIfxflLKPTN2cAl8JVRHnS+ULvPlU\nhe3z1BX6jJurKmQj3vwBakLWbtMsn48GG8vbN+srGNm3h+1Chadf/YzKmkYuOG2co0UN335Txtw5\nLzN6TB8uvDi9lFnBpjB/+8MjvPzPDzh+ynguu/VUfGlkbmgttZvruPPChzhn1MUEfqij4ti+rJk5\nhobRhXpem0bjkHi2l4oTBrDu0tGE+mZz9yUPs+8RM36x84sIx507nivuPIPvl/3EjOPvSDsjQ/fu\nuVx73QlUVjbwl6uec5SFIeDzMuXE/fjvqo28/fFK2/JDenXjBxu3aUM4TJaN5a02HMIjLrK81mNk\nZaiRAgfirTEWJBQPU+hzlokBoDpSRr7XeTaGZOrCX5Pt27n9A6k33AfR5UjeDUgbCkURF5I3B1zF\nqJqZaR3bmcTbZGCuiHwJXAdMAVBKLQOeBpYDrwHnKaU6JlR3Etm+kcRVkMZI+iuU8rw9qItsJuZQ\n+BX4ch2Jt3zT8lYdsRZvOT4fdbaWNy8NNm+8VQ2NdMu1vqGbghGeeOVT9t1lIDsPtn+7qq1t4prZ\n88kvyGT2tb/D63W+sLiuppErzriPJW8uZ9pVv+GcmcfgspmLt61EI1Hm3/Yyv+k3mefufJXafXqw\n5sqx1BzUCzyd6fbSaLYfwiWZlE0bRtmUodSM68nA/5vLwP+bm7L8pnWbefm+Bdw8+R7KVm17TtX9\njhjFDf+cRl1NIzOOv4PvlqY3D2/Y8F5c/Mcj+fKLNTxwn7MQIof/ajh9Swp4+N9LbK1veZkB6oPW\nY3hDOGIr3mrCIXJ8flvxUxVupMBn79ZMPKcKHVreIvEQ9dFK8n3pi7e4CtMY/o5s38i0j00HFV2F\nqr8bAkcjgUPavH5x5RuhRKL2oj2ZTvN0UUr9Rym1m1JqjFJqL6XUp0n7/qaU2kkpNVQp9aqjCuM1\nqFZkQXBKls9w/zWEv0n72DxvdxRx6iLO2pfvy6Uh1mQbqDfPa8xbqA5bz2fL8fkJxqJE4qk1cKbX\nS1MkYjmICPZvO6+/t4La+iATj7WfUKqUYs51L7K5oo7Z1/yOfIehRAAqy2u59KS7+HbpWmbdfjoT\nzmzfmD9KKZa89CkHl57N3Rc/TKhPNusuHU3FCQOIZ7e/pU+j6fKI0DiigGjB1qj5LQm48rUVzDnz\ndtav3EC30iJumHg7P63c9iDAw3ftz83Pno8v4OWyU+/m8/ecpTVMcOjho5jw29145qkP+cDBsW6X\ni5OP2o1vVpWz9Dtrl2g0Fsfjtn58N4bDZPqsx6K6cIgcG4EHUBNuJN9nP1e5OmLMU8z3OUt3WBsx\n5gXmeZ2n0krQGPkeRYQs34i0j00HVXcTiA/JubzdziGBA8F/aFrHdBrx1ubE1qIaH2q36jO9AwE3\njZH0bmiAXK8Rp6wu4mxCa57XyARQE7HOnpDh9uJ1uamxE29eYzC0WpCQ4fMSV4qwRT5Cv9dNKGJt\nBH3pra8Z2KeYMUPtFwi/8O9PWfLBSqb+/mCGDXc+B2LD2s3MOPFONqyr5NoHz2X/o8Y4PrY1rFq6\nml8Nn8yfj70BBMomD6Vs2jDCJelPuNVoNOmRbIVrrGtiwaNv03d4KZPnTGTiVSfg8bqp2mjvqXBC\n6cDu3Pzs+fToXcDscx7g/Te+Tuv4qX84mMFDejLnhpeoqLAev8GwvmX4vbzyznLLcsFIFL/HevFA\nYyRCpo07tD4cJsdBXtOaSNMW44B1OUO85Xmc5WTeKt7Sj93ZGP4WgCxf65LZO0FFlkNoAZI1CXG3\n3zx6AMm/La3yXVe8ufKgcR4qbn/DtKp68ZPh6UNjJD1TJ0COx1ilUht1NpciId5qI9aTZ0WEXG+A\nOptQIVle402rPpJavCVu+kYL16nP4yEcTe36La+sY9nKMg7fb5itWX7dukruu3sRe+w5kN8ct7tl\n2Z8d98Mm/nTyXdTXNHL941PZZb/WJTZ2QlV5DbdOu4/JY/+If109Fb/tx9rLRtM4skDPa9NofmEG\n/t9c9ph5HRt+2MiR5xq5iH9ctpZeO/Ukr3ireNjWdHdFPfKY8+QfGDSylL+d9yiL/m2fniqBz+fh\nitkTCIci3HLTq7ZtyQz42HeXAfzn0+8ty4ajUXw2U0qCkSgZduItEiLba215C8eiBGNRch2JN+N5\nm3hm2VFnPgNzvMWOyidjPHvdZHj7p32sU1TDfSBZkHlmu50jgYj9St5kurB4KwbVAE3PttspMrwD\naGrFnLdsr7FSpSHqLCVLjsdwH9ZF7Vc+5XjsxVviZm2wEG+Jt7qghTjzedyELSKjf/lfY0XtXqP7\nW7ZHKcUtf38Fr9fDjMuOdjz5dO335Vx6yl1EwlHmzPs9w8a2z4qjcCjC039/nuP6T+WlBxZQs39P\n1lyxCzXjSsDGdaHRaNqPjO9qmbf+Ww57Zz7xeJy136zH6/P8bAwREarKa1jw2Nutng+Xk5/JdY9O\nYdSeA7hpxhO8/rTzNXOlfYqYNHk8H36wksULrS1qALuN7Mvm6gbKNqUOlRKKxGwtb02RiG2g9fpI\neMvLfCrqosbzJMdrv2K/NtKAIGR7nXkhElOHEgaNdGiKrCLD0weXtE/4JRXbAMHXIPMUxOXMDfxL\n0nWfPJIB3jGopn+12ykyvP0JRtek/WYXcGXjFi/1UfvYbQDZCfEWsV92nu31b7nZUpF4G2uMpraq\nBcybPmgRqNewvKUWb2WbDNdFv17Wy6rfWrScL79Yw7lTD6S42Nkb29rvy7nslLtBwY3zfs+ANNys\nTlFK8e78Dzms9Gzuv+xxggNzWHvZGDb/rj/xrPTekjQaTRsTU2R/sZn6XQ2rzYiZf+Wbj76jZKee\nlA7ZOh4sfvI97rjgQT569XMu+tWfeeneBa06XUaWn2sePJdd9x/CrTOfTkvA/eZ3uzN0WAn33rWQ\npkbrVfwl3YyVmpsqU3uNIrEYPk9qy5tSimAkSsDG8tYUjdiKt/qIsTAiMd3GirpoA1meDNwOM1jW\nRysJuLLxuNIXYE3RNQTa0epG07+BOJJxcvudYxvouuINkMAEiH6LinzbLvUHPH2JqyCRWHoBgUWE\nLE8+DVH72G0A2R7jLaYhar2K1CjrpyFqPThkekzxFrEQbw4sb16Pi4iFeIvGjCXyHotBJhKJ8eB9\nb7HToB4cebSzuWplazYz6/R7UEpxw7xp9BvcumXmVqz8fBX7DzmHa4+/ibjPxfppw9gwZRiRHs4C\nDGs0mvZG0TQoD9+GRlz1EfLe2cA9n33M5Q1bU0d99OrnLHnpE8afuC9XzLuIv7xwGetXlrXaleoP\neJl971nsdsBQbpv1DIv+7SzLjtvt4rwLDmXz5nqe+5d1Ci4njodwJIrXYlyNxuPElMJvUQagIRIh\nw2PjWo0a4i3LYy/e6qMNZKURbLcxWk2Wx3lA32SCkbUEPO2Xz1QFXwLvroinb7udY1vo0uKNwBGA\nQOiNdqne7zEm4QejzgPuJsh059HoULxlmeKtMWa9EMEo66cxar2EPCHeghaWt4RJ3mpOm9ftJmKx\noCGRMisWSx3naPHC5WzYUMOkyeNwO3BBVm6q5fKJ9xIORbnu0Sn0HZT+KiUrNpdVMfecu5i2+6X4\nNjSx6fj+rPvjaJqGOQ86qdFofgHcLup2K6Lw1XX0eGwlkWI/1Qf3Ipbv37Ko4fWHFzP2w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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = plt.figure( figsize=(10,8) ).add_subplot(111)\n", "CS = ax.contour( days, lat, Q , levels = np.arange(0., 600., 50.) )\n", "ax.clabel(CS, CS.levels, inline=True, fmt='%r', fontsize=10)\n", "ax.set_xlabel('Days since January 1', fontsize=16 )\n", "ax.set_ylabel('Latitude', fontsize=16 )\n", "ax.set_title('Daily average insolation', fontsize=24 )\n", "ax.contourf ( days, lat, Q, levels=[-500., 0.] )\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Take the area-weighted global, annual average of Q..." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "341.384184481\n" ] } ], "source": [ "print np.sum( np.mean( Q, axis=1 ) * np.cos( np.deg2rad(lat) ) ) / np.sum( np.cos( np.deg2rad( lat ) ) )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Also plot the zonally averaged insolation at a few different times of the year:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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e+7QxanfXNLvdUiwnv5Bnlu7j65/P0b1BEO8OaY6ve8XbJUMI8RspdUIIcbW2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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "summer_solstice = 170\n", "winter_solstice = 353\n", "ax = plt.figure( figsize=(10,8) ).add_subplot(111)\n", "ax.plot( lat, Q[:,(summer_solstice, winter_solstice)] );\n", "ax.plot( lat, np.mean(Q, axis=1), linewidth=2 )\n", "ax.set_xbound(-90, 90)\n", "ax.set_xticks( range(-90,100,30) )\n", "ax.set_xlabel('Latitude', fontsize=16 );\n", "ax.set_ylabel('Insolation (W m$^{-2}$)', fontsize=16 );\n", "ax.grid()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Past orbital parameters" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `orbital.py` code allows us to look up the orbital parameters for Earth over the last 5 million years. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Make reference plots of the variation in the three orbital parameter over the last 1 million years" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loading Berger and Loutre (1991) orbital parameter data from file /Users/br546577/code/climlab/climlab/solar/orbit91\n" ] } ], "source": [ "kyears = np.arange( -1000., 1.)\n", "table = OrbitalTable()\n", "orb = table.lookup_parameters( kyears )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Python object `orb` now holds 1 million years worth of orbital data, total of 1001 data points for each element: eccentricity `ecc`, obliquity angle `obliquity`, and solar longitude of perihelion `long_peri`." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'long_peri': array([ 122.46, 138.29, 154.17, ..., 247.23, 264.26, 281.37]), 'ecc': array([ 0.035765, 0.036953, 0.038114, ..., 0.018024, 0.017644,\n", " 0.017236]), 'obliquity': array([ 23.778, 23.835, 23.877, ..., 23.697, 23.573, 23.446])}\n", "(1001,) (1001,) (1001,)\n" ] } ], "source": [ "print orb\n", "print np.shape( orb['ecc'] ), np.shape( orb['long_peri'] ), np.shape( orb['obliquity'] )" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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ZNFu469HjXk8iL2sxkZ8Y7rNc4umuW5nEhNnCoQvaLA0erO4gLNDApixtc0QP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\nynaaXeg9KuQtGsYrlvKgFDizXrX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hXj/RyWyeXL4YKHzpFdopOtpO9WKUtVW5WOedVj6L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\nWKPMYrFYLBaLpQ6wRpnFUgNEZJOIKBHZs9RjOVOIyJMi8tEz/B4fFZFTzrm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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure( figsize = (10,10) )\n", "ax1 = fig.add_subplot(3,1,1)\n", "ax1.plot( kyears, orb['ecc'] )\n", "ax1.set_title('Eccentricity $e$', fontsize=18 )\n", "ax2 = fig.add_subplot(3,1,2)\n", "ax2.plot( kyears, orb['ecc'] * np.sin( np.deg2rad( orb['long_peri'] ) ) )\n", "ax2.set_title('Precessional parameter $e \\sin(\\Lambda)$', fontsize=18 )\n", "ax3 = fig.add_subplot(3,1,3)\n", "ax3.plot( kyears, orb['obliquity'] )\n", "ax3.set_title('Obliquity (axial tilt) $\\Phi$', fontsize=18 )\n", "ax3.set_xlabel( 'Thousands of years before present', fontsize=14 )\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Annual mean insolation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Create a large array of insolation over the whole globe, whole year, and for every set of orbital parameters." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(181, 50, 1001)\n" ] } ], "source": [ "lat = np.linspace(-90, 90, 181)\n", "days = np.linspace(1.,50.)/50 * const.days_per_year\n", "Q = daily_insolation(lat, days, orb)\n", "print Q.shape" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(181, 1001)\n", "(1001,)\n" ] } ], "source": [ "Qann = np.mean(Q, axis=1) # time average over the year\n", "print Qann.shape\n", "Qglobal = np.empty_like( kyears )\n", "for n in range( kyears.size ): # global area-weighted average\n", " Qglobal[n] = np.sum( Qann[:,n] * np.cos( np.deg2rad(lat) ) ) / np.sum( np.cos( np.deg2rad(lat) ) )\n", "print Qglobal.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are going to create a figure showing past time variations in three quantities:\n", "\n", "1. Global, annual mean insolation\n", "2. Annual mean insolation at high northern latitudes\n", "3. Summer solstice insolation at high northern latitudes" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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M+XzCLQ1lHGjVYExdT4OxBThF9V5PU+r+lGo5ONo2yKaqQgqyM2I6vzg3k21r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\nONs14vrf/7PdVoC32YXMmM8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6ZU0hgYIsnrvYyy/dXOfi6KxgrL4sz7OmqIlyVp8evjLI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\n2WnW427hpGK6AyF2nKAMxPrqFnxZGWlt2YhGRDhtQjEbqgd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JiCy0XebtWNYj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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure( figsize = (10,14) )\n", "\n", "ax1 = fig.add_subplot(3,1,1)\n", "ax1.plot( kyears, Qglobal )\n", "ax1.set_title('Global, annual mean insolation', fontsize=18 )\n", "ax1.ticklabel_format( useOffset=False )\n", "\n", "ax2 = fig.add_subplot(3,1,2)\n", "ax2.plot( kyears, Qann[160,:] )\n", "ax2.set_title('Annual mean insolation at 70N', fontsize=18 )\n", "\n", "ax3 = fig.add_subplot(3,1,3)\n", "ax3.plot( kyears, Q[160,23,:] )\n", "ax3.set_title('Summer solstice insolation at 70N', fontsize=18 )\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And comparing with the plots of orbital variations above, we see that\n", "\n", "1. Global annual mean insolation variations on with eccentricity (slow), and the variations are very small!\n", "2. Annual mean insolation varies with obliquity (medium). Annual mean insolation does NOT depend on precession!\n", "3. Summer solstice insolation at high northern latitudes is affected by both precession and obliquity. The variations are large." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Insolation changes between the Last Glacial Maximum and the end of the last ice age" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Last Glacial Maximum or \"LGM\" occurred around 23,000 years before present, when the ice sheets were at their greatest extent. By 10,000 years ago, the ice sheets were mostly gone and the last ice age was over. Let's plot the changes in the seasonal distribution of insolation from 23 kyrs to 10 kyrs." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [], "source": [ "orb_0 = table.lookup_parameters( 0 ) # present-day orbital parameters\n", "orb_10 = table.lookup_parameters( -10 ) # orbital parameters for 10 kyrs before present\n", "orb_23 = table.lookup_parameters( -23 ) # 23 kyrs before present\n", "Q_0 = daily_insolation( lat, days, orb_0 ) \n", "Q_10 = daily_insolation( lat, days, orb_10 ) # insolation arrays for each of the three sets of orbital parameters\n", "Q_23 = daily_insolation( lat, days, orb_23 )" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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R2UBbV6dtV7nfDcuK62fWz3NF5HERGWmni0h361hvSyh6NTpExZ7APBGZ6pgr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\n5zJtcAp+VjPvLN2i6rwdQUpMOA9MGsKKfcf5bJ3o7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roS5mV+R7K9G2l+KZqvZzdYANzu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yzeUC9w7uRXRIIK/MTuZ0oe27VgWH1yz3YGqlHy+kW4iXvdMQBEEQBKEeLlt0UhRlgKIoiYqi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uNKkoS7qS1t7NzRlSsor6z4fbudJEkabTzZ6D05xbK+rXT6TYBFYxYFjiGvrJA3o74iIS9N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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure( figsize=(20,8) )\n", "\n", "ax1 = fig.add_subplot(1,2,1)\n", "Qdiff = Q_10 - Q_23\n", "CS1 = ax1.contour( days, lat, Qdiff, levels = np.arange(-100., 100., 10.) )\n", "ax1.clabel(CS1, CS1.levels, inline=True, fmt='%r', fontsize=10)\n", "ax1.contour( days, lat, Qdiff, levels = [0.], color = 'k' )\n", "ax1.set_xlabel('Days since January 1', fontsize=16 )\n", "ax1.set_ylabel('Latitude', fontsize=16 )\n", "ax1.set_title('Insolation differences: 10 kyrs - 23 kyrs', fontsize=24 )\n", "\n", "ax2 = fig.add_subplot(1,2,2)\n", "ax2.plot( np.mean( Qdiff, axis=1 ), lat )\n", "ax2.set_xlabel('W m$^{-2}$', fontsize=16 )\n", "ax2.set_ylabel( 'Latitude', fontsize=16 )\n", "ax2.set_title(' Annual mean differences', fontsize=24 )\n", "ax2.set_ylim((-90,90))\n", "ax2.grid()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The annual mean plot shows a classic obliquity signal: at 10 kyrs, the axis close to its maximum tilt, around 24.2º. At 23 kyrs, the tilt was much weaker, only about 22.7º. In the annual mean, a stronger tilt means more sunlight to the poles and less to the equator. This is very helpful if you are trying to melt an ice sheet.\n", "\n", "Finally, take the area-weighted global average of the difference:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.00651043078327\n" ] } ], "source": [ "print np.average(np.mean(Qdiff,axis=1), weights=np.cos(np.deg2rad(lat)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This confirms that the difference is tiny (and due to very small changes in the eccentricity). **Ice ages are driven by seasonal and latitudinal redistributions of solar energy**, NOT by changes in the total global amount of solar energy!" ] } ], "metadata": { "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": "2.7.12" } }, "nbformat": 4, "nbformat_minor": 0 }