{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# sage-flatsurf (SageDays 74)\n", "\n", "Speaker: Pat Hooper (City College of New York and CUNY Graduate Center)\n", "\n", "Date: June 2nd, 2016. (This file was last updated on June 10, 2016.)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Sage-flatsurf is a program to explore \"flat surfaces\" by Vincent Delecroix and Pat Hooper.\n", "\n", "It is available as a sage package at https://github.com/videlec/sage-flatsurf." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Polygonal Billiards:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "from flatsurf import *\n", "from flatsurf.geometry.surface import Surface_list" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The following builds a right triangle with one angle of pi/8 with a shorter leg of height 1. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Polygon: (0, 0), (a + 1, 0), (a + 1, 1)\n" ] }, { "data": { "image/png": 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PWBokaabpqYHaNYR1t8DITrqSf0F98SN0xk+HIB51OklSHrI0SNJMkB2F1kdz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\nu30itMZHZhAa78kNNu/8JQP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"text/plain": [ "Graphics object consisting of 3 graphics primitives" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p = polygons.right_triangle(1/8,leg1=1)\n", "print(p)\n", "p.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We use SAGE to represent the polygons so that the vertices have coordinates in a number field." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number Field in a with defining polynomial y^2 - 2\n", "a=1.41421356237309\n", "p=Polygon: (0, 0), (a + 1, 0), (a + 1, 1)\n" ] } ], "source": [ "field = p.base_ring()\n", "print(field)\n", "a=field.gen()\n", "print(str(a)+\"=\"+str(a.n()))\n", "print(\"p=\"+str(p))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can make the polygon into a billiard table:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [], "source": [ "s = similarity_surfaces.billiard(p)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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zEawAANxoBASAtLMwt6DuV7rlWI5OffOUQmUh1fxGjcwDpvIieV7PAwAgoxEQ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\nbdm63HJZhTcVqvYPamU8ZCh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"text/plain": [ "Graphics object consisting of 4 graphics primitives" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "s.plot()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SimilaritySurfaceTangentVector in polygon 0 based at (3/4, 0) with vector (1, a)\n" ] } ], "source": [ "v = s.tangent_vector(0,(3/4,0),(1,a))\n", "print(v)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [], "source": [ "traj = v.straight_line_trajectory()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "Graphics object consisting of 5 graphics primitives" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "s.plot()+traj.plot()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": true }, "outputs": [], "source": [ "traj.flow(1)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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masy/PzAwoOuvv162bWvDhg2Ki3Pu+Q62bautrW3MMaiGhgb19vZKkpKSklRU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\neBNOS0uLPvnJT2rBggW6884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"text/plain": [ "Graphics object consisting of 6 graphics primitives" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "s.plot()+traj.plot()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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EuZg7xCrKy8vJyMiot4mkVqslOTmZ0NBQlixZwtixYzlz5kydxnRzc6NJkyY3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\nRU5ErkJggg==\n", "text/plain": [ "Graphics object consisting of 36 graphics primitives" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "traj.flow(100)\n", "s.plot()+traj.plot()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "traj.is_closed()" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SimilaritySurfaceTangentVector in polygon 0 based at (3/4, 0) with vector (a + 3, a + 1)\n" ] } ], "source": [ "v = s.tangent_vector(0,(3/4,0),(3+a,1+a))\n", "print(v)\n", "traj = v.straight_line_trajectory()\n", "traj.flow(1000)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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HnkxfOx2AuDVxGAwGs8+r0WjIyckBoEuXLsTGxpKfn49Wq6Vx48Y4OjqafU54lED4+fk9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88PIyMjTExMVDbPpyhUrSltx1YikdC+fXsmT57Mpk2bOHnyJD///DPNmzdn165dTJkyhYEDB+Lp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VuHrq6u0IhtYGCg0iQvFosJCAggOTm5gEJMSXj58iWXL1/GyspKqfFjYmJITU0tdqHZvXt3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\nSH7hAAAAAElFTkSuQmCC\n", "text/plain": [ "Graphics object consisting of 70 graphics primitives" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "s.plot()+traj.plot()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "traj.is_closed()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [], "source": [ "v = s.tangent_vector(0,(3/4,0),(12451,13255))\n", "traj = v.straight_line_trajectory()\n", "traj.flow(600)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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y0bdvXxo3bsyKFSvo3r07Bw4cIBAI0KZNG5YtW0aLpBb4d/lJfzqd4IbB1+3z\nIH0ghBBCCCHEX7Rx7UZcuS4urLrAyu9WkkMOAI0bN6a6upqysjJ69OjB4cOHuXz5MkajkQYNGnDx\n4kU6depE7969mTBhAhaLBaPRSNOmTTly5Aj33nsv69atIzg4GE3TcDqdFBcXc++999KpUydWr16t\nZyVSU1Pp1q0bXq8Xj8dDcXEx27Ztw2w2c8MNN6BpGuXl5Zw4cQKlFH6/H4fDQVBQEC6X6896Svwj\nTCYTfr8fpRQ2m42goCCuXLlCdHQ0ly9f1qcptWvXDqvVytdffw3AjTfeyIEDB3A4HAwaNIiQkBAK\nCgpYuXIlDRs2ZMSIEZw9e5YFCxbw5ptvkpWVRVFREbW1tXTr1o2tW7eSnJxMZWUlJSUltGvXjn37\n9vHggw/qq0XNmDGDBx98kK1btxIeHk5UVBQH9h/gfu/9zNk757r2gUAJIYQQQgjx//n9fpW/I199\n2O9DZcCgQghRWb/IUg/c+YAClMFgUNHR0SouLk4BClAdO3ZUgDKZTGrp0qUqLCxMf+2dd96pfv/7\n3yun06kA9cwzz6jQ0FAFqNjYWBUXF6c+/fRTBahJkyap9evXK7vdriwWixo/frwyGo3q9ttvV7t3\n71a5ubkqNzdXrVu3Tn/vxx9/rHJzc9Vjjz2mABUUFKR++9vfqtzcXLVp0yYFKE3TFKDS0tJUenq6\nevPNN5XD4VAmk0kB6sUXX1Tz5s1Tw4cPV5qmKU3TVL9+/dTYsWNVaGioSkpKUpqmqYiICGUymdR9\n992nnw+gmjdvrpo2baoAZbFY9OctFouy2Wz6/n/M//rt1f+02+0qPj5ev8ZhYWHKZDIpk8mkjAaj\nAtTnqz+/rp8RqYEQQgghhBB4qjzMfHomTrOT7l27M239NIxGI5VaJb/86pes/3w9mqbxi1/8gitX\nruj9E2JiYsjJqctMREdHM3z4cL0JnFKKm2++mYULF1JVVUVwcDCLFi3CaDQCEAgEyMrKIjQ0FKhb\n9nT48OEYDAYSExPp3bs3r7/+Ol999RVjxozRi6UTEhJYsmQJRqORwYMHM3XqVD744AP69+9PREQE\nQ4cO5cyZMxw8eFA/jrfeeovGjRtz9epVJk2apK92BHDbbbdhtVpZuHAhmqYxY8YM+vfvT6dOnTAY\nDLRt25aBAwfqKyfddNNNpKWl6bUVkZGRtGnTpu46ejx6AXhISAiJiYn6ak8tWrQgKSmJRo0aERQU\npF/7+utvb32wAAAgAElEQVTxF+/L/6+pqP9ZW1vL+fPn9dWhysvLCQQC+Hw+/IG6qWApSSk/5iPw\ng8kUJiGEEEKI/2GXj14mZ0EOXy77kqzqLJRR0bpFa0zBJnL35uJwOKioqABA0zTCw8OpqKjA5/P9\n5H1HREQQFBSE0Wjk3Llz+oDc6XTi9/u58cYbMRqNlJeXc+jQIUJCQmjfvj0WiwVN03C5XOzYsQOv\n10tCQgLNmzfH5XKxf/9+ampqCAQCQF2Q07BhQ06fPk11dTUGg4FAIIDdbqe2thaj0fh3e0r8PTab\nTe9pER8fz6lTp/T9N2zYkBtuuAGbzYbFYqGmpoZNmzbh9XoZNGgQUVFR+P1+Zs2axYABA0hPT+f9\n99+nuLiYoqIimjZtSkpKCuvXr+fhhx9m48aNtGrVitmzZzN//nzWrVtX10nbYsXtcfPlb76ke5/u\nP+l8/hYJIIQQQggh/se4alysnLGS52Y8xyPeR4gOjybbm43FaeHXb/+a4OBg3G43ffv2xWAwEBIS\nQnl5OV6vl3HjxrF//342b95MIBDQO0h/+umn+vbrB+jh4eGUlZXpz1ssFv3bcqgbdPv9fvx+vz7Y\n/lcxm80YjcZrloCNjY0lODgYq9WKxWLBarWyZ88eUlJSaNmyJcePHycvLw+Px0NSUhIFBQW43W5C\nQkL0IGvs2LHccMMNjBkzhuLiYiwWC1lZWbRo0QKLxcKxY8cYPXo0VquViooKdu7cCdT1irj77ruZ\nM2cOXbp0YezYsXi9XgYPHkxmZiZxcXE0b96cDRs28PTTT7NixQqaNGnCfffdx4wZM/RzaElLPt/7\n+XWtgZAAQgghhBDif0ThqULSb0rnUvkljBjx8dOzCPUrFdUPKTVNw26343K5CAQCBAUFUV1djaZp\nREZGUlpaSnx8PPn5+TRq1Ij77ruP9evXU1BQwD333MMtt9zC8uXLMRqNZGZmXjOYv3DhApMmTcLp\ndNKoUSP27dvHyy+/THp6Oi+99BLffvstPXr04LPPPgPqAoKioiISExM5d+6cnnG4++67SUpK4uDB\ng+zYsQNN0+jWrRtOpxOPx4Pb7cbj8eDxeNi3bx8xMTHYbDZKSkpwu90YDIa/2cDu7/l+o7nGjRvr\nGZXTp0+TmppKdHQ0R48exWQy8bOf/Yyamhq++uorrFYrERER5Ofn061bN3bt2oXH4yE4OJjKykoM\nmoG2qi0bczYS1yHuJ9/bv0YCCCGEEEKI/2JKKc59eY6+j/cltzAXAA2trnOyx/2Tt18/dQfAbrej\nlNIf169SVL8ikt/v56abbsLr9XLkyBF8Ph82mw23243f72fo0KE0b96cd955h+DgYEaNGoXFYtED\nCIvFwnfffcfw4cPxer1MmjSJBx54AKirEXj88cfJy8sDYNSoUfTr149bbrmFQCBA48aNuXDhAiEh\nIXzxxRfs2bOHkSNHEggEmDhxIg8++OCfnZvP56Nz585MnjyZe+65h2nTpnH8+HGWLl3K0KFD+fbb\nbwG49957ad++PVOmTNGnQ0VFRWGxWOjcuTObNm3C5/Ph8XgIDQ2ladOmXLhwgStXrpCQkIDX66W2\ntpbLly/rK1PVL3VrNBoJBAIEAgF+6LD989Wfc9sjt/20G/s3SAAhhBBCCPFfyFXuole3XjQoakCr\n4lZkmbMo9tZNqdm4cSNlZWU88sgjWCwWDAYDbdq04bXXXqOmpkafflNRUcEzzzxDeno62dnZHDp0\nCLfbjcPh0Ae4jRs3pqCggEAggNFopHnz5hw7dkw/DofDQU1NDYBeuGy1WqmtrUXTtJ9ce2C32/VA\npba2Vn++vq6grKwMTdPqagSsVvx+P40bN9Y7TENdUbbdbtcH6vXTqrxeL4WFhQQFBWEwGKiurv7J\nU63CwsJwOBxUV1dTU1NDamoqFosFr9fLoUOH6Ny5M9HR0ezcuZOwsDC6deumB1Fut5u1a9ficrn0\nczUYDDidTtxuN263m0QS2Zm7k0bpjX7Scf4tpuu2ZSGEEEII8S936cAlcrJy2L9iPztrd2IwGMhP\ny6f422I0TcNkMjFhwgT99cOHD6dVq1aMGjWKKVOmUF1dzaVLl5g1axZPP/00SUlJNGvWjJMnT+Jy\nuZg7dy6XL19m6tSpdfu7dImJEyfy6quvEhYWxrFjx/QmcjabjdatW+urNLVo0YL8/Hy8Xi9GoxGv\n10tycrKeNUhLS8NoNHLs2DEsFguhoaHXTCf6foBQr7a29i8+X1JSov9e/325212Xcfl+8ACQn5//\nN69pdXX137vsmEwmfD4fDocDj8ejByyNGjXi9OnTNGjQgNLSUoxGIz169ODgwYMUFBTQs2dPLBYL\nRUVFHDp0iFtuuYUmTZqwf/9+EhMT9b/XZ2BatWrFc889B/xxuti9997LBx98gMVsobO3sz6t7HqR\nDIQQQgghxH+4MyfPMKT/EApOFeCsdGK2m3EmOfkm/xuqa6r1wazb7aZLly564S7UNT2LjIyksLBQ\n7wLdtGlTDAYDp06dIiIiQl91yWAw/OisQf0Auz5bAHWrI8XGxuqrDTVs2JC0tDR27dpFgwYN6Nix\no37cv//97/H7/fTv35+4uDh9O2+88YZeY9GlSxdGjBhBVlYW27dv1/edkpKiL/N65swZAN58803a\ntm1Lz549mTVrFl26dNGDlfqfhYWFjBgxgszMTFJSUpg/fz75+fl4PB46deqkX8f6gAmgffv2hIaG\nsm3bNpRSKKWIjY0lJiaGq1evcv78ecxmM1A3Raq+FuKfOSTfsmoLt/e7/Z+2vT8lGQghhBBCiP9Q\nZWfL+GruVzw25zGq1fe+Ja8Fjl772vpv378fPAB6x+fvy8vL05dUrV9FqX7VoujoaAoLC/WVlKKi\novRv++vn/9cXK9e/LyYmhpEjR3Ly5EmWLVum7ycmJoapU6dy4sQJxo8fT2FhIQ8//DBHjx7l5ptv\nZvTo0Zw9e5YRI0YQHBzM/PnziYurKw52uVy8+OKL+lQogLvuuov58+fz9ddf8+STT7J8+XKUUgQC\nAVavXq0HDwBffPEFkZGRAJw+fZqgoKA/CyCKioqAugxFWVkZp0+fxufz0bVr12tWb/L5fHqgc/bs\nWZxOJ5qm6dOdSkpK9G3BH3s6fP++/DVWqxWz2YzBYKCyshKlFAaDgaioKEpLS/H5fNcUstuwkdos\n9W9u86eSDIQQQgghxH+QgD/AmU1nyMnK4cAnB1imLaNElZDYOJEp06YQFBSE2Wxm5syZ7Ny5E6fT\nSVZWFs8884w+FWfo0KFomsaiRYto1qwZERER5OTk0Lt3b6qqqvj0009p1qwZp0+fxmq1cvvtt5OT\nk4OmaVRWVuLz+fRv3FNSUjh9+rT+Dfr3C6Z/CrPZjNlspra2FoPBQGhoKCaTSa9nKC8v1wfiZrMZ\nTdP0x/WF3T+1v0P9++uDi/opSomJidTU1OhToTp27EhoaChbtmzBaDTSpEkTzp49i8lkQilFUlIS\nffr0weFwYLFYOHPmDNnZ2QQHB/P2229js9nYu3cvM2fO5KOPPiIqKor777+fvn37MmTIEMrKynjy\nyScpLCwkOjqaRYsWUVhYSGZmJiEhIXoAFx0RzZOlT/Lc3ueu6zKu0olaCCGEEOI/QE1JDTtn7uTt\nlLdZ+YuVnD55muWhy7nCFVq0aMH7q96ndevWNG7cmDfeeIOdO3dis9no1KkTrVq1on379kBdxuDn\nP/85d999t7506J49exgwYABdu3bltttuo2vXrpw+fRqAn//85yQlJREIBLhy5Qomk0nflsFg4Lvv\nvvuzOff1g3aLxfKjz9fr9VJTU4NSCqPRSG1tLVVVVVRWVlJSUqIHC/VLon6/sV19duDHBA9GoxG7\n3U5YWNg1HbKhLjAJCgoiKChI78RtNBpJSkqiYcOG2Gw2lFKcPXuWpKQkzGYz/fv3Jy8vj88++4zw\n8HAiIyO55ZZbSEpKoqKigjVr1hAREaF3r46OjsZut+P1erFYLFRVVZGRkUFBQQGNGjVi2bJllJeX\n8/zzz3PjjTeSmJiod9S+WnmVOcyh4FLBj7zqP4xkIIQQQggh/k0ppXjntXdYvGAxwYXB+PBhbWLF\nF+Nj94Hd+opIrVq1IhAIUFtby7lz5/TuyvXf1sOPG0xDXe2CzWajqqoKg8FAfHw8RqNRL3zWNA1N\n0zCbzXpztPpVhYYNG8a3337Ljh079NempaXh9Xrxer0UFBTgcDj0b9DXr1+PzWajV69eKKVo1qwZ\nS5YsISgoCKibCjRixAiKi4sxGo1ERUUxffp0xo8fT2lpKePGjWPy5Ml4PB4yMjIoKSnho48+AqB7\n9+7s2LEDn8/HrFmzCA8PZ+/evcyfP5+oqCiGDx8OcM0UpiNHjrB161bsdju33HILu3fvJigoiLKy\nMgKBgF4MnpycjMvl4vz58z/+Zv9/31+lqr4g2+fzYTKZaNKkCVBXBF4fcLhcLlJSUrh8+bI+3ezw\n54dpfVvrn3wsf/UYr9uWhRBCCCHEj+Kt8bJv8T5eafUKoyeOZu+FvRy0HeRsg7Oc8J3gq5yvcLvd\nWK1W0tLSCA0NJTIykuLiYmpra3E6nTz66KM0adKEsLAw/H4/LVu2BKB///6YTCYaNqyb4tK6dWse\nfvhhAB544AE9IKnvbly/nKnVauWhhx5i3bp1TJkyRT9Wh8NBdnY20dHR1NTUkJSUpBcFP/HEEzz2\n2GMYjUagrmD78OHDlJSUkJiYyNKlS1FK6QHCunXr2Ldvn/5cfn6+Xth98eJFBg8eTHl5OQ6Hg+Dg\nYCZNmsRzzz1HdXU106ZNY/bs2SQkJPD444+TnZ2tBw8NGzbkjTfeYNSoUQC88847JCYm8tRTT+Fw\nOLh69Soff/wx3bt35+GHH+aRRx6hXbt2+upRr7zyCoMGDcJisXDlyhXCw8PJyMgA6paRvf/++/Us\nTEJCAg8++KB+zj179uS2226jadOmQF0GKCUlBavVis1mw+FwAOhZhPpAEKCmpkbPrPh8PvLy8sjL\ny9NfU1tbi1KKkydPXtPxu7C48Kd9AP8eJYQQQggh/i0UfFugEiITVH97fzWEISrIFKSS45LVpj9s\nUrm5uerdd99VTqdTWSwWFRMTozZu3Khyc3PV1q1bVatWrZSmaSo2NlZt3rxZ5ebmqvbt2ytA3X//\n/WrZsmUKUKtXr1aPP/64ApTRaFSDBw9WOTk5qlu3bgpQycnJ6quvvlJz5sxRgDIYDApQ4eHh6qmn\nnlI7duxQKSkpClCapqmVK1eq1atXK4PBoCIiItT27dtV7969FaBuvPFGZbfb1c9+9jM1efJkZTQa\nVWpqqr6fnJwc9dFHH6mQkBAFXPP/2WefVR06dFBWq1U9//zzKiIiQkVFRamYmBgVFhamhg0bpkJC\nQlRERIR68sknVWhoqAoLC1OPPvqoaty4sb4do9GowsPDVY8ePVRaWpp+TlarVTVp0kQZDAZls9mU\npmlK0zT9fH/Mf03TlM1mU40aNVJhYWEKUEFBQapdu3bq5ptvVk2bNlWASk1NVRERESo5OVk9+eST\n+n0yGo3qxRdfVBMmTNC32aRJE/X222+rWbNmqaioKBUbG6tiY2NVRESEWrp0qfrwww9VaGioMpvN\nKjw0XD3Jk6pgb8F1/ZxKACGEEEII8X/ofP55teSVJeq9O95Tz/GcApTFaFFWq1W1bdtWffnllyo3\nN1ctWLBA2Ww2ZbfbVXh4uPrtb3+rcnNz1WeffaaaNWumDAaDioyMVJ988onKzc1VWVlZymAwqJCQ\nEPXNN9+olStXKkCNHj1aGQwG1aFDBwWoFi1aqGnTpimDwaBiY2OVwWBQM2fOVH379lWASk9PVx07\ndlSAuvnmm1Xz5s31wW1ISIjKzMxUQUFBymw2q2bNmqlhw4apHj166K8xmUyqR48eqkePHqply5b6\nQL0+KImLi1MOh+NHD9q//9/hcCiTyaQ/tlqt+jF07txZpaen6+dks9mU0+lUDodD3XjjjerRRx9V\nQUFByul0KpPJpBITE1W/fv0UoJ5++mllNpuV0WhUDz/8sNqwYYNatWqVPugPDQ1V77//vmrbtq26\n9957VW5urvrVr35Vdy8tFtWtWzf19ddfq9zcXDVkyBAFqJiYGNWnTx+Vm5urcnJy9ODmV7/6lbrh\nhhsUoBISEtTu3bvV5s2bVWJiooqOjlZRUVEqLi5Offzxx2rjxo0qKipKGY1G1aBBA/X+7PfVZCZf\n9wBCpjAJIYQQQvyLBQIBKgoq2DZ1G7em3MrgKYPZn7+f9AnpAHj8HrxeL4899hjV1dWsXbuWUaNG\n6dNchg0bxrlz51i7di39+vUjLy8Pi8XCL37xCzZs2MArr7zC6NGj9aLeV155hTlz5gDw9ttvExwc\nTGVlJUajkRMnTjBx4kSMRiNXr14lEAgwbtw4fvOb3wCwd+9efSrPrl27OHnypH4eFRUVzJkzh+rq\nanw+H+fOnWPNmjXs27cPqFsdye/3s2fPHqqrq4mNjSU9PV0vjC4rKyMuLk4vVnY4HPo53nzzzYwY\nMUJfxtRoNGKz2XjmmWew2+2kpqayatUqWrRoQXh4OO+++y6JiYl607VOnTrx5Zdf0qlTJ73/xLPP\nPgvAiBEj+PDDD/VGdfHx8Tz//POMHDmSqqoqjEYj06dPp1WrVgAsWbKEzp07Y7VaiY+Pp2HDhtf0\nbVi8eDEtW7bUl3IF9BqFyZMns2vXLqZMmUIgEODpp5+mX79+FBcXU1BQV+ysaRodO3bEZrMxadIk\nDh48CMCoUaNwu92MHDmSsrIyPB4PwcHBZGdn43A4yMjIoLS0lLi4OJYtW0ajmOvXffoa1zU8EUII\nIYQQukAgoDIHZqoIe4Ry4lQxWoyym+3XTLfhR377bjabVXBwsAoLC1Oapimr1arCwsKUxWJR6enp\neuYgJCRE/eIXv1APP/ywstv/uO+f/exnasyYMap79+76dBxAzZkzRy1cuPCafU2dOlU/3tjYWLVh\nwwZ1yy23qFtuuUV98sknKiIiQgFqxYoVavny5So0NFSlpKSoTZvqpmLFxMQos9msT/OpP676qVj1\nz5lMJpWenq46dOigNE1TwcHBymKxqI4dO6rNmzer9u3bK6fTqebPn6+Sk5NVSEiIcjqdqm3btmr7\n9u0qNzdX9e/fX8XGxiqr1ap/y79w4UKVm5urPv30U2Wx1GV7hg4dqgwGg+rWrZtKSkpS4eHh+rSu\nnj17qq+//lqZzWY1btw4tXbtWhUTE6MA1bhxY5Wbm6tyc3NVly5dVPfu3VVubq4+Bez3v/+9mjFj\nhjIYDKp3794qJydH7dmzR9ntdqVpmpo9e7bKzc1Vjz/+uJ4xqb/2s2fPVjfeeKNyOBzK4XColi1b\nqi1btqgvv/xSxcfHK03TVLNmzdSWLVtUbm6u+nzF55KBEEIIIYT4b+CucLNn/h5mpc5izvI5lNaW\nEtcoju4PdSe5eTIhISFEREToKyU9/vjjTJkyhdjYWACcTidGo5EJEyawdu1a5s6dS1hYGDabDavV\nyrJly9i9ezfLly/HaDTSokULNm3axEMPPURERARjxozh4sWLAEycOJHJkycTFhZGbW0tzZo1IyMj\ng927d7N79262bt3KE088QaNGdd9mx8TEsGbNGgBCQ0Np1qwZv/71r4G6VaIWLFhAw4YNsVqtVFVV\nMWLECL2g2G6307p1a9555x3KysrIyMjQlz+999579WLh+tc6nU5efvll/Tmfz0cgEODAgQP07dtX\nz5rUn8PRo0eZNGkS06dPp6KiAoPBQKNGjZgzZw52ux2oywSYTCbefvttfWna0tJSoG7J1GbNmqFp\nGu+88w5du3bljTfeIDs7G4vFwldffYXBYODVV1/FYDDg9Xq5cuUKQ4YMwel06tuv9/0u2/XPezwe\n7rjjDv3ezZ8/H4PBoPeTGD9+PDk5OXz22We43W46dOhAmzZtAJg3bx5Hjx7F5/ORmprKggULsFqt\nDB48mPPnz5OamsrixYsJCwv7qR/Rf4gEEEIIIYQQ10nRoSI2PrORWY1m8bvRv2NpyVKgbrBc7i+n\nb/++tGrVCovFQmlpqb4yktls5vLlyxQVFREUFERVVRV9+vThoYceorKykokTJ+Lz+fD7/cyZM4e0\ntDQuXbrE8OHDCQkJYd68eTidTiwWC7W1tYwcOVLv4BwIBHjzzTdZsmQJ8fHxJCUlMWTIEJo3b86u\nXbvo1asXo0eP5r777sNgMDBw4EA+//xzAIYPH85bb72lN6SLjY3VlxbVNI3jx49TWVnJuHHjgD92\nXG7atCmLFy/G7/czZMgQampqOHjwIF6vl9DQUIxGI0VFRXzzzTd88cUXAISHhwOwf/9+unbtym9+\n8xu6deuGzWZjwIAB7NmzhzFjxjBr1iy9O3P9uQcHB+v3wGKx4Ha7ad++PbNmzQJg7ty5lJSU6A3p\nXC4XsbGx7Nmzhz179rBmzRqKiopwOp0EAgFycnL0c1mxYgVxcXFkZ2ejaZo+5Qq4ZgpTfQ+M+scP\nPPAAzz33HO+++y7vvvsuHo+Hu+++m3bt2ulL0zocDhYsWEBmZiZQ1xHc5/PRsWNH5s6di8ViYfDg\nweTl5XHDDTeQnZ2tBzL/SqZ/+R6FEEIIIf6LlZWUkflEJu2utKNiTwX2GDvRD0ezcs9Kvjv/HXa7\nnUcffZQvv/ySjIwMnE4nJSUlDBkyhG7duvHEE0+wbNkyANq0acPhw4dJT09n9erVBAIBNmzYgM1m\n4+rVq7zxxht06NCB0tJShg8fjsFgYP78+fo30m63m4qKChITE/n1r3/N3XffzerVqzl06BDjx49n\n586duN1upk6dyqlTp2jbti1btmyhZ8+eGAwGjEYjHo9H78jscDh47bXX9HMtKSmhrKwMu93Ovn37\ncLvd+rHX779e48aNyc7OZvjw4RQVFVFTU8PMmTNp1aoVffr0oaamhtGjR+tZmE6dOvGHP/wBgK1b\nt3LHHXcwbdo0XnzxRb744gsaNmzIvHnziIyM1DMVWVlZREREXHM/vp8VSEtLA6C6upohQ4aQnp5O\nQUEBycnJLF++nPHjxzN69GiUUowYMQKXy8V7773Hc889R79+/fTzyMrKIigoSO+B8Zf2VR9A1D8G\neOyxx6iqqmLevHmYTCYsFgs1NTUEAgEAmjRpglKK5cuX6+8xmUw8++yzmEwmnnrqKU6ePEl6ejrz\n5s3DbDb/g5/Ofw7JQAghhBBC/ER+v5+C4wV8PvFzxjYby/ufvs/iE4u5cfqNpC1LY+aumVwovMCC\nBQvw+/1ERESwcOFCAM6fP09UVBTDhg3D6/Ves93Dhw8zbtw4Fi5cyK233spvfvMbvfh46tSp3Hrr\nrVRWVjJy5Eiqq6uZP38+MTExAFz5f+ydd1RU57r/v7tMH2aGGXqVIkUFEUQskdhbYsVuojFYY4ka\niZpjwZ7EFmNFjRpbNImxJjZQbBFhosQSS9TYFUFkBBzKzDy/PzjzHklyzj1Hj/f87r37s9ZeDts9\ne7/73XvWep73Kd/Hj7Fz504QEZYtW8YKlc+dO4eZM2eie/fuEEURFy5cwP79+zFr1iysXr0azZo1\nw6RJk7Bz505UVlYiICCAGeVbt25FTk4OFi1aBFEU4XA4MHLkSIwbNw4WiwXe3t4IDQ39U+MZqCqS\ndq6YC4IAV1dXeHh4ID4+njkpTv2E/fv3IyEhgX335MmTmDVrFg4fPowOHTrgwYMHsNlsEAQBJSUl\nWLZsGby8vP7wbP4sKtC/f38UFhZi165dCAwMhLe3N+RyOYxGI4gIHMfBzc0NRAQ3NzdERkZi48aN\nAKoK2J26FTzPV3Mg/qyI+nknCgCGDBmC3r17w2azYd26dTh//jzq1KkDrVaLa9euYebMmTh+/DgA\nIDExEV5eXhg9ejT69++PS5cuISEhAcuXL/+POQ+A5EBISEhISEhISLww5CBc/uEylHIlfCN9MeiT\nQchSZgEAfrH8glErRqFnr564d+8eWrRogZMnT6KiogK5ubkYN24cnjx5wsTJ1qxZg3nz5gGoElxz\ncv36dezYsQMnTpyAwWBASUkJEhIS0LZtW1itVrz//vt4+PAhli1bBn9/fwBV3ZFGjRrFHBKNRoNx\n48YBqEqladeuHaxWK86dO4cnT55gwYIFaNu2LQRBwMyZM6HT6XDv3j0IgoBvvvkGM2fOBABcvHgR\n06ZNQ4MGDcBxHHx9fXH9+nXk5OSgadOmLJ3nzxyIJ0+eYOjQobh16xYAwMfHByNGjMCPP/6Ia9eu\nwWazwcvLi0UgAgMDcfr0aYwYMQL9+/eH1WrFnj170LZtW2RkZCAsLAylpaX47bffsHjxYgQGBv7p\nM3JGBeivnZ9EUURGRgbKysrg4eGB+/fvo7CwEH/5y1/www8/YNq0aejatSumT5+Oc+fOoaKiAhcu\nXGDOSXZ2drXz/ysRCOfxAwcOBAAUFRXB398fa9asQe3aVcrRe/bsYcempKRg6dKlKCgowNWrV9Gg\nQQMsXbqUOVn/KaQUJgkJCQkJCQmJf5HP538O4YaAygOVWH9jPWyoUgsu0hbBO9gbyAMMBgPu3LnD\nCnuzs7NRVlYGAEhPT2dtQJ0GpjMiAQC5ubns8/bt29nnoqIi8DyP06dPo2nTpiAiVFRUICAgAHPm\nzIFCoYAgCPjll19YgfSlS5fQrVs3WCwWVluxfv167NixA0+ePIG7uzscDgeysrIgl8uxdu1aFBQU\ngOd52O125ObmYteuXQCqajO+/fZbNGvWDBzHoaioCA6HAzKZDL/++usfCoidq+95eXkYMWIEiouL\n8fnnn2PgwIF45513cOjQIbz//vsgIoSHh6N79+6YPXs2AODWrVsYPnw4Bg4ciK1bt7I5OHDgABo2\nbAigyki32Wz4+uuvMWXKlGr1CE4UCgWIiNWM0F+Vmz/99FPExMQgKSkJly5dwtWrV/HJJ5+gWbNm\neAFtu8cAACAASURBVPPNN6HVarFhwwYAQFJSEnr06IHevXvjm2++gclkQnJycjXnwTmePyuifp6i\noiIMGTKEHZOXl4ezZ8+yiApQ5fCVlpZCoVDggw8+QGVlJWQyGYqLi1FaWvofqXt4HsmBkJCQkJCQ\nkJD4J7mXcw+nlpzC+xvfBwcOjX0b4xx3Dm3btMWJEydQUVnBVtArKythNBpRWFiIHj16oF+/fsjL\ny8Mbb7wBQRAwb948NGzYEMOHD8dvv/2G4uJilgvfpEkT9O/fH3v37q22Ip2QkICmTZvi7NmzrLC5\nRYsWcHV1RUVFBaxWK3766SeUlJQgLCwMT58+BVC1+m80GvH48WNkZ2fj5MmTzIF59OgRi048j3Ms\nQ4cOZftsNhtyc3Px+uuvw263o6KiAu7u7lAqlbhz5w44jsPo0aMhilUm5ldffYVDhw6xlJyOHTvi\nxx9/BAAW/XCOo7CwEHPnzoVWq0VJSQmAqpQpjuOwfPlyJCQk4PTp0wDAdCk+//xzFBYWYurUqdBq\ntRg3btyfGvXO80+ePBl2ux2dOnVCs2bNmOYDUJWO5DwWAJRKJfusUChYNKd79+5YuXIlG+Pz/KMi\nagDIz8/H4MGDWUesjz76CPv27cOoUaOY85CcnIxt27YBqNKBuHLlChITEzFs2DAMHToUY8eOxZIl\nS6qN778byYGQkJCQkJCQkPgH3L99HxOHTERcXhyKcoug8dVA4ATYyY6T905i1KhRUCgUyMzMxOLF\nizFy5EgAgE6nw8aNG7Fp0yYsWrQIgiBg7969AKry6Js2bQqLxYKrV6+ioqICI0aMwNKlS0FEiImJ\nwY8//og9e/agVatWSE9PZ0XNnTp1wpUrV1j+fUVFBcaOHQtRFDFp0iSUlpZi+fLl8PPzY6kyy5Yt\nQ3x8PDp06ICysjLWrWj37t04fvw40tLSMHXqVJjNZnh5eWH69OlYt24drly5wtKsKioq8O6778Ji\nsbCoiEqlQqtWrViK0N27d3Hjxg2WTnTnzh2cPXsWHMfBZDLh0KFDLAqzY8eOavOcn58PANUM8ydP\nnmD58uUAwJwHAMxJmzVrFlQqFTw8PPDVV1/h6NGjCAoKYmJycrkcBQUFAKpa45aWlkKlUiE/Px+b\nN2/G1q1bYbFY4OrqCl9fX4wdOxbDhg3DjRs3sG/fPgQFBaG8vBxbtmxhqVc9evRAUFAQ5s2bB47j\nqgnK/aMUprt372Lo0KHIz8+Hp6cnHj58CJPJhHbt2iErqyrtLTIyEsOHDwfP81i9ejWuXLmCRo0a\nYeHChQCAxYsX47333sOHH36IBQsW/OfqIF6pyoSEhISEhISExP9AKisr6dHlR9Q8ojnJICMApJfr\n6bW6r9EbHd5gQl/4q4BbQkICAaCePXsyMTg/Pz/67LPPaMWKFdSkSRMCQHK5nADQnDlz6JtvvqGg\noCDieZ5iY2NJoVBQzZo1qwm2de3alURRpPbt29PSpUtJpVKRu7s7AaBZs2bR0qVLSalUUr169aht\n27YkCAItXLiQtm/fTp6enmQymQgA7dq1i7Zv306CIJBWq6WdO3eS2Wym5ORk8vLyovj4eAJAvr6+\nlJmZSWazmQm6JSUlMWG4devW0bhx46qJv2VnZ5PZbKYJEyaweenbty8BIKVSSeHh4XTo0CEmtrZp\n0yY2F0uWLKFly5YRx3HE8zwBYHMwatSoanPRuHFjNk6nKJ5cLqdu3bpRUlISRUREEAAKCQmhxo0b\nU1xcHEVFRZGXlxcTZ3OK7Dmv9SKbQqEgvV5PLi4u7Lzh4eEUHR1NAQEBxPM8NW/enNq2bUsAKC4u\njt58801SqVTE8zxptVrq3bs3AaCWLVuy8/I8T3K5nGbPns3mm+d5ql+/PqWnp1NWVhbl5OTQsmXL\nSCaTUevWren06dNsXv87heQkB0JCQkJCQkJC4q/YbXa6vOsyeao9SQ01ASCj2siMPJPJRP7+/sy4\nc3V1fWFD9Pcbz/OkVCr/sF+n01FCQgIlJiaSj48PASCVSkVdu3al/v3705tvvskM4rZt29KQIUNI\no9GQu7s7JScnEwAaMWIE6XQ6kslk1KJFC9q/fz8dPnyY3nnnHRJFkQCQl5cXUzT+5JNP2L6cnBya\nOnUqASA3NzcCQAMGDGDX7NOnD+Xk5NCUKVMIAI0fP56N3dfXl44cOcIM3IMHD1JgYCABoMmTJ9OW\nLVtIq9USx3Ekk8moW7duzChXKBTM+AdAWq2WAFBKSgqZzWZ2HRcXF6ZwPWDAAAJAU6ZMIbPZTDt3\n7mRO1JIlS8hsNlNAQACp1Wry9PSkbdu20cCBA8lkMtF3333HHEEA1KNHD6pduzbVqVOH5syZw1Sp\n/f39adiwYTRkyBB2rJeXF3Xo0IE5XY0aNaK4uDjiOI5cXV3ZXHEcRxqNhmQy2Qu9IxzHkSiK7JmJ\nokharZb0en3V5qInNdR0J/vOK/2dSA6EhISEhISExP95ih8W07HZx2hRwCJKRSqZZFVGp7ubOzOm\nJ0+eXM0QDAwMrGbIAqCEhAQ6efIkGQwGaty4MTP2PTw8aN68eWzlXKlUkslkonfeeYcZlUOGDGEO\nSWxsLLuWn58ftWzZkoKDg6vG5O5OgiCQTCYjHx8f0mg0/xYHRq1Wk9FoZGMQBIF0Oh3FxsZSeHg4\nO04ul1PHjh3ZfQCg+Ph4at++PQGgbt26sbFHRkbSypUrae3atbR48WLy8fFhjsCMGTNIr9eTTCYj\njuOoa9euZDabKS4ujq30cxxHH330EdWrV485CydPnmQOydixY9n+77//nnJycigpKYl4nqcxY8aQ\nm5sbeXp6EgD66quvaOvWrSSKImk0GtqxYwdlZmZScnIyabVaiomJIVEUadSoUdSmTZsq59FopKio\nKEpNTWXOjSiK5OXlRX369GHzJggCubq6sucbGxtLUVFRLCLj/FetVrMo1ItsoiiSUqkkjUbD5l6h\nUJCrqyuZTCYyGoykhZbu5tx9pb8XyYGQkJCQkJCQ+D9JSUkJfZzyMfm4+FB9rj4lConUJaILvdn8\nTeI4jlQqFYmiSB4eHgSABg4cSDzPM2PQ09OT9u7dS8OHD69mXG/cuJE8PT2pa9eupFKpCAANHjyY\nzGYz/eUvf2HHpqamkoeHBwmCQH369KH69euTKIqkUqnIYDBQnTp16C9/+QsJgkCRkZFsDGazmb77\n7jvy8vIinU5HQFW6jzNKIJPJaN26dZSRkUGjR48mABQYGEirVq2i8PBwatCgAc2YMYMZ1gBoyJAh\nNGbMGOrSpQsJgkC+vr7k5uZG/v7+1L59e6pRowaLhnAcR2q1utoKuNPheBkHRiaTsXM9v88ZQXAa\n3qIoUnh4OEVGRlJkZCRL6eJ5nmrUqEEhISFs3p2GvdORe5nxOZ+7RqNhkQDnuEJDQ0kQBFIoFARU\npSY5oxmCIJAoitStWzcaPXo0S18CQL1796aFCxfSrFmz2D5/f3+Sy+UkCALt3LmTjh49yp5t3759\nKScnhzlQKSkpBICGDRv235rCJKSmpqZCQkJCQkJCQuL/COXF5chdl4seHXpgw+ENKK4ohk1vQ5Gh\nCFefXMX5y+cBgKkbl5aWAqhqrUrPFcyWlpZiy5YtMJvNbJ/dbseOHTtQWlqKy5cvg+M4aLVanDp1\nCjt27MDBgwdBRFCpVEhPT2dtRa9du4b79+/D398fBQUF0Gq16Nq1K9RqNWw2G3766Se4urqib9++\nsFgsbHxmsxlKpRKxsbH47LPPEBMTA47jsG/fPmg0GixduhQOhwMzZ85EgwYNcPToUXAch8OHDyM/\nPx+iKMJut2PatGkoLy/H6tWrERISgnHjxsFsNsPb2xthYWHIzMwEEWHIkCHw9vbGxYsXQURQq9Vo\n27YtKioq8PjxYwCAyWRCeHg4CgoK2PmBqi5HSqUSDoej2jw6cTgcf2h56nA4YLVa2dw69z1+/BhP\nnjxBYWEhysrKQFWL4igqKsKTJ09YRyMiYkXbzn1/D5lMBq1WC61WC4PBADc3N5SUlMDhcMDNzQ0+\nPj4oLCxE69at4e/vjzt37jB17qSkJNSsWRO//PIL7HY7QkNDceLECTaGlJQUNGvWDFarFcuWLQPP\n8yAiTJ8+Ha6urpgyZQpKS0vh5uaGbdu2IT8/H1euXMHly5fx5ptvonbt2jAYDFi5ciV4nkdcXByA\nKqVyQRCwcuVK6HQ61PSqidvf3Ubc0Di4eLv84x/CS8DRnz1BCQkJCQkJCYn/ZaTNT8PZ3WcRmBuI\nZyXPsFq5GnnWPCiVSqxZswZyuRyDBw+Gv78/ysvLER0djfHjx2PWrFn4/vvvoVAosHDhQiiVSiQn\nJ7PzNm/eHKGhoVi9ejWio6Nx7tw5AFUtPbt37w673Y7MzEw8fPiQtflUKpUoKytjXXw4joNOp2PO\ngSiK/6XB+/d4vjOQ87MgCOA47oXP6UQul7POP6WlpeA4DiEhISguLkZeXh4AIDQ0FKGhoTh58iT0\nej3u3bsHIkKrVq0QEhKCTZs2obS0FEajEe+99x6MRiM+/PBDNjdEBL1ej7Fjx2LatGkgItStWxeL\nFi2Ci4sL5s+fj61bt8LLywtbt25lmgjLli3DunXrAFR1M5o1axamT5+OS5cuobKyEjVq1EBKSgpW\nrFgBIkKnTp2wevVqPH36FBUVFayVakVFBSoqKlBeXo59+/ZBoVDg8ePHUKvVKC0tRUxMDCoqKmCx\nWFg7Vp1OB5vNhrKyMtb+9kVQqVTQ6/UoLS2F1WqF3W6HRqNBREQEZDIZ7t+/j1u3biEsLAw1atQA\nx3HgeR5XrlzBjRs3UCesDsSrIvbm7IVvfd+XedT/EMmBkJCQkJCQkPhfS2F+IR4ceYCc5TkYc3QM\nnuIppneajn339yEnNwc2mw0hISHIy8sDx3EwGAyYMGECZs2ahYiICNSvXx+LFy9GZWUltFotBEFA\n69at8e233wKoWrWWy+WIjIyE2WxGcHAwbty4wa7v7e0Nm82G/Px88Dz/UsalE6dToFAoIJPJUFJS\nwla0vby82PUEQWCr/T4+PpDJZLh9+zZzLpzHFhQUMENUrVbDbrejsrKS6R68CGq1mhnTTnG7Z8+e\nVWtzmpiYCIPBAADYvXs3gCoHJSAgAAUFBSgpKUFwcDCaNWuGDRs2wN3dHWPHjoXJZMKmTZtw6NAh\nuLm5IS0tDW5ubjh69CimTp3KzrN06VLcvn0bs2bNAgB88MEH6NOnDyZOnIiCggLk5eWBiNCvXz8s\nWLAAR48ehUajqXYfXbp0QYsWLRAeHo4pU6YAqNK2AIAHDx5gzJgx4HkeGo0GgwYNwsmTJ5Gdnc2e\ntVKphJ+fH9zc3JCVlQWO4xAZGYmSkhLcvn2bXef543mef2lH5Pbp2/Bv4P/C3/8veaUJUhISEhIS\nEhIS/wEsdyzUvUH3qiJTKMgkN5FcfPHiVTyXA//83/7+/iSTyarl/7u7u7P8eOcWFBREAwYMYN13\nGjVqRC4uLmQwGFj+vkajoQYNGlBwcDB9+umnpFKpqF69enTw4EE6depUtU5HKpWK+vXrx/Lijx07\nRg0aNGDjeOutt+jo0aOsILlt27ak1WrZ9T/77DMym800ffp0Aqq6CO3fv5/l1u/evZt4nieDwUC7\nd++mQYMGkVarpW+//Za2bNlC8+bNY+MGqlqvDh06lICqzkvO/Wq1mnr06EEdO3ZkY3PWMtSrV49q\n1arF/uY4jvR6/R/m7mU35/k4jiOj0cjmwFkf4WzHqtPpSKfTkVarJZVK9VLFzs+/L893XAoODqbY\n2FjWTYvneVIoFNSqVSsCQE2bNqXBgwdTREQEeXt708SJE6lnz57EcRzVr1+ftQVOTEwkjuNo3Lhx\ntGvXLtq/fz8dOHCAPN2q6lqOfH3klf6+/qj3LSEhISEhISHxPxAiwo30G9jWbRsGBQzC9uwqsbNy\nlCOqcRRqhtdk4l5KpRJJSUkAqnL2dTodjEYjPD09sWLFCuj1emg0Gvj4+KBv375wdXXFsWPHEB8f\nz66nVCqxY8cO7N27FzqdDgBQr1497N27F7GxsVCr1ezYDh064LfffmOr/6dOnYJer8fKlSsBVOX1\ne3p6wmg0Qi6XY/bs2QgJCcHixYthNBohk8lw6dIlLFy4EFFRUeA4Dps3b0bv3r0xduxYqFQqhIaG\nwm63g+M4hIeHQ6PRMAGyAwcOgOM4VFZWwtfXF6+99hqePn2KtLQ0AMCMGTPg5uYGACgoKMB7770H\nAOjcuTM8PT1BRJDL5VCr1VCr1ew+HA4HYmJi8Ouvv+LKlSsAgMDAQLZ6bjQaodVqcfLkSdjtdgiC\nwGoZVCoVbt26xSISRqMRKpWKpVmpVCqmEv0y8PzfzN3CwkIWWVGr1XA4HNWUw53pS87tRZHL5TAa\njey8ABAcHAyTyQSr1Yr79+8DAARBQLNmzVgkRq1WQ6VSAahKgVOpVIiNjUWfPn1gNpuxd+9eqFQq\nDBs2DE2aNMHnn3+OixcvsjS8vII8vI7XER4S/sJj/2eQUpgkJCQkJCQk/kdTVlSG3PW5MK8w4/HV\nx7jkcQlfP/oabVu3RUZmBkJDQ/Hrr7/Cx8cHt2/fxtixY/HNN9+grKwMBQUF0Ol0WLt2LWQyGQYN\nGgSNRoNbt25Bo9Hgq6++wq5du7B79274+vri0qVLGD58OBYtWgQAWLlyJc6ePcsMcYVCgcWLF2PO\nnDm4ffs2vLy8UFBQAJvNBo7jkJiYiKNHj0KlUkEURQQFBeHcuXPo2bMnvv/+ewiCAKvVisDAQKSl\npUGv18Nut+PKlSsYMWIEfHx84Ovri8OHD8PFxQU8z2PEiBE4cuQITp06hfbt2+PevXs4d+4cWrRo\nAVEUcfDgQZYi46wXqF+/Pn766Sc8e/YMdrsdISEhAACr1YpHjx6x4u4XTbt6/nvOeg6VSoWAgABc\nv34dNpsNLi4uKC4uZvUgDRo0wIULF1BZWQkPDw/07NmTqUk7laWdKtvl5eWYMGECsrOzsXPnTgCA\ni4sLli9fjvT0dHz55Zfw9/dn9Rf015qHPXv2gOd5+Pn5MTXtM2fOYMiQIfjuu+8QEBDA7oGIkJiY\niOTkZHTs2BGrVq3CyZMnMWbMGMyZMwcymQyPHz9m6WO1atXCxYsXAQANGzaEQqHA0aNH2fmioqJQ\nVlaGX3/9laWheXl5Vb3DZWUoKiqCQqEAEb2U8wK8+hQmyYGQkJCQkJCQ+B/JgzMPkLMiB+c3n4ej\n0gGf1j44rT2N1d+sRo8ePZCSkoIWLVpg4MCB2LNnD27evAmNRoOjR4/it99+Q58+fWCz2TBp0iQW\njbhw4QKSk5Nht9vx9ttv4/3338fcuXOxe/duKBQKzJgxAzabDR9++CGAvxnKrVq1Qnp6Ojw9PfHo\n0SMQEQwGA7p3747NmzezTkJOGjdujNOnT7PV74CAAFRWVuLBgwcAAL1eD5vNhvLy8hcqfP4zw99p\nqAuCAI1Gg9LSUkRGRuLChQto3rw5jEYjjh49ipKSEnTt2hXbtm1Dq1at0LBhQ6Snp+PatWv44IMP\nsHbtWuYEiKKI7du3Qy6XY+TIkbh+/ToiIyOxYcMGvP/++8jKyoLD4UBsbCzS0tLAcRyWL1+OtWvX\nAgB8fHzw6aef4q233oKHhwdkMhl8fHygVquxYMGCP723x48fY+TIkSx6MXr0aOTk5CArKwuCIMBm\ns2HMmDHo3Lkzxo0bh/PnzzMHrmbNmqxGZe7cueA4DtevX8eKFSuQnJwMg8GA8vJyFoH48ssvERMT\nAz8/P/z88894/Pgx6tatC4vFgkuXLrE5VqvVePbsWbUIy4sgk8mqncvLywsymQyiKEImkyE/Px8P\nHjxAYGAgfH2riqTPnDmDsrIy+Pr6Isg7CI/Nj3Eo55BURC0hISEhISEhAQBXf7mKU1tP4fau27h7\n7i5EkwjXJq7Qx+lx4NgBZGRkoEmTJmjSpAkqKipYge2dO3cgk8lQWVmJxo0b4+rVqygoKABQFTUI\nCgpCRUUF7t27h/LycgBVxcocx71wMSvHcVAoFCgrK/uDQe/u7o78/Hw2ptjYWFy7dg3FxcUgItSs\nWRNvvPEGKisrsXnzZvA8D6PRiBs3bmDQoEFo2LAhAOCzzz7DuXPnIJfLMXfuXCQkJEAul2Pbtm3V\nDPC4uDisXLkSgwcPRm5uLgRBwPLly2EwGNCrVy+kpaVhzZo1+OWXX5CWloawsDA0aNAAU6ZMQefO\nnfHxxx8jNzcXCoUCN2/exLBhw9j5s7OzsWzZMnz55ZcAqpyXhQsXYtq0abBYLFAoFDAajZgxYwbU\najU++OADPHz4EDzPw93dHR06dMC6deugUqnQr18/7N+/H3K5HImJidWMeefn8vJyXLp0CUVFReA4\nDh4eHuA4jhVFvwxKpZJFPZxdj7y9veHu7o4HDx7AarUiPj4egiDg9OnTKC4uZt8NCwtDYmIi1qxZ\nw/a5urrC3d0dERERrFCc53m89tpruHDhArZt2wa5XI579+6hb9++WLt2LaKjozF06FC4u7uzAnAn\nRIQlS5Zgw4YNmDJlChwOB2bPng03NzfYbDYs+mgRbn14C0N+GgLvWO+Xmot/yCutsJCQkJCQkJCQ\n+DdQeL2Qto3YRkpO+U8VsMpkMib4BVQpFTsFyZz7nOrKPM+TyWQiLy8vEkWR3njjDXacKIokk8nI\n09OT5s2bR4sXL6YRI0aw6wwePJiaNWtW7dpTp04lf39/9nerVq2I53lSq9VMaAwATZo0iZYuXcrG\nq9frqVatWhQTE0M8z9Obb75JQUFB5O7uTrVr1yaFQkFLliwhs9lMmZmZFBsbS0qlkhYsWEANGzYk\nuVxOCxYsoGHDhhEApoQNgEJDQ2nr1q0UGBjI9iUmJtKECROYeJkoitSrVy8aOXIkvfvuu6zYOykp\niXx8fIjneZLJZBQdHU2hoaHsPE4l7JcVagOqlK2dgmy+vr4UHBxMERERFB0dTfHx8dSoUSNyc3Mj\njuMoJiaGPDw8iOM4tk+n0xHP8yQIAvXr14+6dOnCnreziLtmzZrsWTRq1IjWr19PAGjVqlWsiNxs\nNtOxY8cIAM2ZM4fMZjO98cYbFBMTQ0eOHKHo6Ohqz1IURVqzZg29/fbbbF98fDwBYOJ4ERERbCxx\ncXHk6+vLrrVx40YCQJs2bSKz2UxRUVHUqVOnauNxbjk5OdStWzfiOI44jqOePXvSoUOHKDg4mNyN\n7jQKo165kJzkQEhISEhISEj8f8n9e/cpe2s2be6wmcZiLLnxbqSVaylleAqtXbuWNm3aRFu3bqUW\nLVoQx3E0duxYOnHiBGVnZ5PZbKb58+cTAAoJCaGcnBwaP3486w6k0+mY4ThixAimML148WLKzMys\nZhB7eHhQvXr1yGw204kTJygiIoIZiRkZGXTs2DGmVh0VFUVms5liY2OrGcbt27enZcuWsY5APM9T\nREQEDRkyhB3j5uZGnp6eVKtWLWb8C4JAOp2ORFGk+Ph4atasGcXHx5NarSae58nf359q1KhB3t7e\n1br9vIwBr9frmbPl6elJwcHBbH7q1atHzZs3p3r16lX73muvvca6MDm7GjnvaeHChUxR2/n/3t7e\n9N133zEnDgB9+eWXZDabKTIykrp16/YHw9nZaUqhULAuUocOHWKdrN5++23KyMigkJCQah2U+vTp\nQx4eHtW6XomiSIsWLSJRFJkDuHTp0mrXS09PJwA0f/58MpvN1Lp1a6pXrx6FhYWRXq+npKQkdo3a\ntWtX6x7Vpk0bOn36NLuel5cXAaApU6ZQcnIyASCDwcBUpdesWUMA6JtvviGz2UxhYWHUo0ePP3Ug\nzGYzLViwgDkQzrnYt28fGXQG4sHT8e+Ov9LfpggJCQkJCQkJif+PKM0vxamVp9A5tTOeOZ6BAwcC\ngSMORhcjvtrzFeQHqgprHzx4AIvFgvDwcPz888+4fPky5HI5njx5ghMnTrD88eXLl+PgwYNwOBxo\n2LAhfvnlF4wcORIAsGPHDpZetHjxYgQFBQGoSjWpX78+zGYznj59ivHjx+Ps2bN4+vQpG+u7776L\nhw8fsqLX8+fPIz4+/g+pNPv27cO+ffvY3w6HA5cvX8bly5fZPmdKlVOXAahSXy4uLkZoaCiICMXF\nxbh06RJsNhtee+01eHh4QKFQQBRFZGVlsU5IPM8jPDwcb731FpYsWcL0HlxdXVFUVITt27fjxx9/\nxPz58wEAvXv3xgcffMCuW1BQgHbt2mHgwIFYu3YtFAoFIiMjsWrVKgDAnj17cPbsWQDA5MmT0aVL\nF5SVlSEtLQ3FxcVo0KABrl27hsLCQgQEBGD//v2sQ5RSqYRGo8Hnn3+OmzdvolevXti2bRuWLVuG\nzz//HOXl5VAoFNXmz2KxYMyYMbhx4waWLFmC2NhYWCwWjB07FhUVFWjYsCE2bdoEf39/LF26FD17\n9mTPJCgoCBqNBg0bNsTp06eh1WpRUlKC3bt3IzU1lek7OFPXnDj/do7FYrHg8uXL0Gg0mDx5MtOc\nAABPT09WQA0AMTExmD59OoqKiiCTyfDw4UPUrVsXHTt2BM/zyM7Oxvnz5/Hpp58iJSWFjdXZJayi\nooJ9/j0//fQTPvroIyQmJsJut2PChAlYtmwZiouLUVxSDBNMCPAJ+NPv/tt4pe6JhISEhISEhMQ/\ngcPhoDeav0GxPrHUim9FRhiJ53iq4VeDRFEkuVxOQUFBVKNGDfL19a2mtaBQKEipVDI9ht/rNfy7\nt+dXmp3X8/DwYD39gb+lSQUHB1dbZTcYDGQwGEgul1dLgZkyZQqlpqay+5HL5WQymUitVhMAmjhx\nIu3cuZN8fX3J09OTtm/fzlajT506Ra1btyZBEGjQoEFsfMOHDyez2cyiI507d2b/d/jwYRo4cCC7\nfkhICB0/fpydc9euXSz9JiQkhOrXr0/Nmzcns9lMR48erZYKtWfPHsrMzKSQkBACQH5+fpSdWkU5\nGwAAIABJREFUnU19+/Zl6UgAKCwsjFauXEk8z5MoisTzPH322We0ZMkSNpft27cnX19fGjBgABvL\n/v37KTQ0lPR6PW3YsOEP+zZu3EjZ2dnUs2dPFgVyjl2n0xFQpc3RvXt3+vbbb9mcymQySkhIoDFj\nxhAAatasWbVV/h07dhAASktLo+3bt5NcLielUkkrVqwgk8nE5vX5zZm65uHhQYIgsDlp2rQpcRxH\n7du3p6ysLOrYsSP5+fkRx3HUoUMHWrBgAQFgWhw+Pj40cODAP0QeNmzYwPRCfvzxRzpx4gTVr1+f\nvf9N4prQFEx55SlMkg6EhISEhISExH+Mkicl+Gn1T0gJS8H3R77HmftncJgOoxCFcNG54Pb92xAE\nAaGhoTCZTPDx8UFQUBAqKytZm82kpCT06dMH7777Lnr27Am5XA4/Pz989NFHCAoKgp+fH4Cq1qVA\nVevVDRs2oHXr1gCqOuisXLkSo0ePrqYZMGjQIEybNg3+/v5Mj6BOnTrVtCB4nkdCQgIiIiLAcRzK\ny8shCAKLQDx79gz37t1jxxcVFaGoqIgVAzuZOXMmUlNTAYAVCz9+/BjPnj0Dx3H4+OOP0bVrV1Z8\nnJKSgrfffhsDBw5Eu3btkJ6ejuDgYHz55ZdwcXFBREQEVqxYgc6dO+PRo0dwc3NDWFgYGjVqBKBK\nYXndunXo2rUrAODWrVtITk7GpUuX8OjRI5w6dQoA4ObmxqIOcrkcRUVFGD58OB48eMDmqqCgAAMG\nDMD169chiiLeeOMN8DzP2syWl5dDJpNh0aJFiIuLg8lkgs1mQ3R0NBo3bszmYeLEidi/fz8KCwsh\nk8kAVKk9Dx48GBaLBatXr0atWrVw//59DBo0iO2LjIwEz/MYO3YsQkJCcP78eTRp0gTr1q2DIAhw\nc3NDfn4+fv75ZwQGBuKdd94BANSoUQPnzp1Deno6ACAzMxPr169nz8Q5rry8PAwePBg8zyM2NhYz\nZ86ERqNB586dWcSG4zh07NgR69atA8dxePToEeLi4nD9+nWo1WosXLgQc+bMwcGDBzFhwgRYrVZ4\ne3tj9uzZOHDgAOtK5Yw6/FkU5vr16xg1ahRCQkIwf/58yOVyKJVKDBo0CBUVFSAiDEgaAAEvr53x\nX/JK3RMJCQkJCQkJid9hs9no4vGL9HbDt4kHTx3QgRS8gq1MA6BevXqRSqWimJgYyszMZCuwBw8e\nZDno69evr7Y6+91335HJZKLw8HD2HWexb79+/WjhwoUEgA4cOEDjx49ntQjO6IYgCNS8eXPq27cv\nAaDu3bvTzp072cpzjx49CKhenDxv3jwym82snsJZBBwdHU0AqG7duiSXy6lly5Y0Y8YMAv6mxNyt\nWzdWk2E0Gv8QvYiJiaEpU6ZQ//792XGvv/469e/fn3r37k0dO3Yko9FIPM9TeHg4yWQyUqlUFBER\nQTVr1mTFzfjr6v6L1kgIgsAKqJ2f9Xr9H5SWdTodKZVKCgsLo+7du7PVf4PBQBqNhtzc3CghIYEd\ny3EcNW3alNWBfPnll/Tee++xedu0aRN5eHiQr68v7dq1i8xmM3377bfk6elZbZ/ZbKaTJ09SYmIi\niaJIHTp0IADUo0cP2rhxI2k0GjbnvXr1oo8//phFemJiYljNhnNsEydOZKv9QJWadmRkJIWGhpJW\nqyVPT0/aunUrq2sAQA0aNKBDhw6x6IczOuHu7k56vZ6N87PPPiOFQkEGg4EaNmzI9jnf+0OHDpHZ\nbCYXFxcaPXo0+97OnTvJzc2NatasSYcPH2b7t27dyorvg4KCyM3VjUZipFRELSEhISEhIfG/g9+u\n/0bHvzhOMaaYKkMZf0s1ej4tyGksu7i4UNOmTalNmzbUsWNHat++Pbm4uJBKpaLu3bvTyJEj6YMP\nPqBJkybR2LFjSa/Xk4eHB82ZM4fS0tJo1KhRBIBMJhPt3r2b5s6dSwDY/rfeeou0Wi0rePbw8KAT\nJ04wZwAAMz7btWtHOTk51K5du2pG/hdffEFbt24lFxcX4jiOeJ6nBQsW0IQJE9h96PV6ysjIILPZ\nTJ6engSAAgMD6fjx49S7d2/2t/OaJpOJUlJSCAC1bduWNBoNRUVFUWJiIsnlclq+fDmlp6dTZGQk\nubi40IIFC8jHx4cCAgLowIEDZDabaeHChSQIAtWtW5fdW1ZWFvXv35+AqqJno9FI3t7epFAo6K23\n3qKZM2eywnE/Pz+WBjVx4kQyGo2ss1Xnzp0pOjq62jPTaDQUHx9PCoWCjEZjtY5Mrq6uL9WhSRAE\nUqvVbI5FUaQaNWqwjlVxcXGk1+uJ53mqX78+denSherXr89Sszp16kQcxzEnIjg4mICqomue55nR\nr9PpqGXLlgRUdchyvie1atWi77//nhQKBSkUCvriiy8oLCysmkO2cOFCqlmzJun1ejIYDMRxHNWo\nUYO9285iabPZTKtWrWLF8c73wtm9qU6dOnT48GFSKBQ0fvx4Vhzt6+tb7fk+71SEhYXR4cOHaf/+\n/ayI+tj2Y6/0tyw5EBISEhISEhKvlKf3ntKR1COk4TUkosroTIhMYIabXC5nxrarqyszEnmep+jo\naGrQoAFFRESQKIokiiJ5eXmRh4cH6fV6UqlU7Lv/6vZ8px7n6r+LiwsFBQVVcxIUCgUFBQVR8+bN\n2Sq883vt27cntVpNMpmMOI6jWrVq0ZIlS6hjx44sJ16hUFBERAQNGjSIgKqOPGq1mqKjo1kk5PfX\nW7t2LXXt2pUZ88eOHaMff/yRGjVqREqlknx8fMhoNFJaWhoFBQWRp6cn7d27l8xmM61cuZLkcjk1\nb96csrKyqE6dOsRxHPsXAG3fvp127dpFvr6+xHEc9evXj6ZMmUI8z5NKpWLdg3bu3Elff/01CYJA\nWq2W9uzZQ2azmbp3787G7eXlxQzhkJAQcnd3Z1EVAJSTk0MfffQRM6ZdXFwoMTGR9u/fX60OY+3a\ntbRy5UrmiAGg1q1b08SJE6lnz54kk8nIzc2NevXqRb1796auXbtS69atSafTkSAIVKtWLYqNjaXa\ntWtTzZo1yc3NjUVIXvQdeT4C43w2znfT2QXJ+S7J5XKKiYlhUYu+ffsyJyIqKopSUlJo8uTJNHPm\nTPL19SVBEMjHx4cWLFhA/fv3Z3PsfP9SUlLowIEDFBwcXO35ms1m+uGHH/7UaeQ4jjzgQbeybr3S\n37TkQEhISEhISEj82ykvL6cbh2/Q192/punCdJqlnkVuajeW0uJMVeE4jn12bp06daKMjAymczBp\n0iQyGo0UFBREP/zwQ7W0pSNHjlBYWBgZjUbasmULpaen0/z580mhUFDdunWpcePGFBISQsuWLaNu\n3bqxVelJkyaxlBUvLy8aOHAgNW3alDkxQFURrtMYdmpKKJXKaqlBr2KTy+XMMHUW/EZFRVFSUhJ1\n6NCBGbNt2rQhT09PUqvVNHLkSJozZw6NHj2aFAoF1apVi1avXk1btmyhpk2bspQapybBV199xVa3\nBUFg0YSkpCTau3cvS8/58MMPSa/XM40IZ2rP86vvs2fPZtoUzkiDr68vTZw4kQDQ9OnTieM46tWr\nF61atYo4jiNPT0/Kysois9lMjRo1IqAqdWjx4sUEgAICApjWwYABA0ihUFBcXBwdPXq0WnF1SEgI\nGQwGpp/w+82ZMuR8f5xOHgCKjIykbdu2Md2MGjVqkJeXV7XidudYRFFkhcpODQlnapvTSQkPD2dF\n9TqdjgICAkiv1//BQXzRd0Kj0bAIh9OpcaZ4Od9TlUJFRhjpTvadV/r7lhwICQkJCQkJiX8b1iIr\nDW4/mACQHnoKUgZRVEAUhYdVdSJSqVTMWDWZTMwY9vb2ZsaSM0/9k08+YauxHh4etGrVKtqxYwd9\n//33lJ6eTgcOHKDo6GjS6XS0detWMpvNtGXLFnJxcaF69erRiRMnqFu3bhQZGUlffPEFMwzT0tJY\nPYOrqyu99dZbzODs1asXG8euXbsoKyuLGcuRkZF0/Phx6tu3L/n6+rLjXFxcaNOmTVSvXj1q3Lgx\neXh4sNX3FStW0IgRI1hURRRFqlOnDk2ePJlee+01dg5/f3+qXbs2c7Cc+8PDw1nak5ubGwmCUG1F\n/GUMU4VCwRwK5+bn50dRUVFs5dzpPDmdkpYtW5IoitVW35OSkiglJYU5HTKZjObNm8ccQ57nqUWL\nFrRv3z7KzMxk3Yfat29P2dnZNHLkSOY0Oc+ZmppK2dnZLL2sVq1adOLECfacdu/eTX5+fuTh4cG0\nE/7elpaWxtKgnKlhzvuPjo6mw4cPs3oNZ+qTKIrM6XI6P06HzsXFhYxGI4WEhLDxOjshObts+fj4\nUPPmzSksLIw9X+f77+XlxWpKno+C/aubs2bI+X7yPE9KhZJkkL1yB4IjeknNbwkJCQkJCYn/8yyZ\ntQQX91+E8awRi58txjM8g1qpRtPXm6KgoABnzpwBz/OQy+WwWq3geZ5pLwiCALvd/sLX5nkeCoUC\ngiCgtLQUoijC19cXKpUK+fn5KC4uhs1mg1qtRnFxMdzd3ZGfn4+EhAT8+uuv8Pb2RqtWrXD9+nX8\n8MMPcHFxgcViQZs2beDj44P169ezjjgzZsxAeno6MjMzUVlZCZ7noVarsWbNGixYsAAXLlyAwWDA\n0KFDkZqairlz52Lq1Kl4/fXXMXz4cPTu3RuiKGLkyJGYP38+69bk6emJTz/9FAMGDABQ1TFKr9cj\nMzMTU6dORUZGBo4dOwYfHx+sXr0aqampMJvNMBqNWL9+PcrLyzFkyBC4urpi9uzZkMvlqKiowLVr\n15Camgqe5zF9+nRcvHgRmzZtgsFgQO/evZGVlYXc3Fy4u7uD4zg8fvwY8fHxePjwIW7evAlBEOBw\nOMBxHJsXjuNAROzfl0Emk0EQBJSVlVXb7+/vDyLC3bt3IZPJYLPZEBkZCVdXV1itVly4cAE8zyM6\nOpo9GyKCw+Fgm91uh91uh81mw61bt1BcXAyZTAa5XM7eE5vN9lLjd8LzPHieR2BgIB4+fAi5XI7I\nyEhYLBZcvHgRbdu2RUlJCbKysuDu7g6r1YqgoCC0bNkSFRUV+OKLL2C1WjFmzBgYDAZMmzYNQFWH\nsOnTpyMiIgJEhClTpuDatWtIS0tDREQErl27hqFDhyIwMBDLli1Dxa0KHH/rOIb8NATesd7/lnv7\nU16peyIhISEhISHxv5bKsko6t/kcfdHkC9JCSzx48tZ7k85Fx9JlQkNDSalUUpMmTVi3m7Fjx9Ks\nWbOqraYOHz6cANAnn3xCnTt3ZiuqcXFxtGHDBmrevDkBoJ49e9KiRYsoKiqKBEGg/v3708SJE2nQ\noEGk1WrJYDBQr169qE+fPtStWze28qvValnNBf4a8QgMDCSZTMaKY/GCK8G/37y8vFhEheM40uv1\n1LhxY2rRogWp1epqNRTu7u6k0WjI1dWVRWacdSDvvPMO6/gkiiJptVoSBIHq1KlDoijSlClTyMvL\ni3x9fcnLy4sCAgLo4MGD1XQMTCYTubq6kp+fH5nNZtqzZw8BVQXDzrQsT09P6tKlCx08eJASEhKq\nRTeWLFlCderUYX8703dCQ0NZFEahULAVdTc3N3Jzc6OYmJhqWhjBwcEsYuA89t+hnP2y2+9rI5xj\n+ntF34IgUMOGDUkQBBZNcM7LhAkTaP78+VS7dm2qW7curV+/nj788EMCQOvWraMDBw7Q4sWLWc1M\n37592bPq0aMHS1NydvBKTk6mWrVqkVarpbS0NGrcuDEplUr64osvWBG1yWSisLAwOnLkCJnNZsrY\nlEGpSH3lXZikCISEhISEhITEP01lZSWKbhWhaWJT1C6ujeiSaHg09MDGko3IupgFABgzZgwWLVqE\n9957D8uXL4eLiwsaNGiAjIwMNG7cGO+++y5GjBgBjuNQVlYGhUKBmTNn4sMPP8TSpUvx+PFjpKam\ngogwePBgDBkyBADw+eefY+PGjQgPD8evv/6KefPm4fXXX0dhYSEGDRoEm82GNWvWwMPDAwDw8OFD\n9OrVC2VlZdi5cyemTp2Ks2fPIjk5GcOHDwcADBkyBCUlJbh69Sp69+6NMWPG4LvvvsOnn37K7pnn\neQwYMAAxMTFMNVgURTgcDrRr1w6BgYFYtWoV7HY7jEYjOnbsiMuXL+P06dPQ6/WoX78+bDYbKioq\nkJOTU23VW6lUoqKiAhzHvVQUBgBT3eZ5HkQEq9UKjuMgiiIqKyuh1WrhcDhQWlr6b4ke/B4fHx8W\n7XEqKVutVjRp0gRGoxFyeZV6+K5duxAREYHGjRtj7969uHnzJmQyGVJTU/HkyROmjt24cWOMGDEC\nCoUCRITx48fj1q1bCA4OxqpVq2AwGABURR7sdjvTz3D++/znb775BmazGcnJyVi1ahUsFgsCAgJw\n+/ZteHh44NGjR+A4Dm3atEFWVhYsFguUSuUfIiMqlQpWqxVyuRwOh+OlIxgajYZdp7y8nN0LUKU5\nYjAYcOHCBVgsFgDA66+/Dj8/P5SVlWHfvn3geR6dOnWCRqOp0iEpKMet7bewMWcjfOv7vtTY/hHi\nKzuzhISEhISExP8ayEG4su8KanesDSICgXCVu4qbUTfhqnHFmbNnQERQq9VYsWIFAGDNmjUwGAwo\nKipCRkYGlEolHA4HRo4cCVEUUVpaCldXV3h7e2Py5MkAgCNHjmD79u3o1KkTfHx8sHLlSlitVrz/\n/vsYNWoUcnNzcf78ebz22mtITExEcXExRo4cidLS0mrOw+PHj/Hee++B53moVCpMmjQJN27cAAAE\nBwdX3RMR8vLycO/ePSQnJ6N///4oLi7GwYMHAQDdunVDXl4eTp48iWvXruHo0aOoqKhg3xUEARaL\nBXv37gVQlYpVVFSEGzdu4MyZMwCAgIAAFBcXo7y8HBaLhRmcGo0GZWVlfzBQ/xWc6UVOR8DhcECl\nUoHjOBQVFYHjOJhMJlitVlRWVkKtVsNms6G0tBREBJVKhfLycpai5LyvF0GhUODZs2fMaJfL5XB3\nd8ft27dhsVhY+ppcLofNZkNlZSUyMjJw8+ZNaDQalJaW4siRI8jLywMAuLi4IDc3F7/88guCgoJw\n5coV3L9/H0qlEoWFhbh//z4UCgXkcjkEQYAoihBFERqN5k/HZzabcebMGfTq1Qvx8fHo2bMn8vPz\nmfNgMplQXl6O48eP49mzZyzNDUC1z1arFU2bNkVKSgr69u0Lq9UKAOjTpw8aNWqEZ8+eYcOGDSgq\nKkKXLl1w8+ZN7NmzB61atYJcLkd5eTnKysqYUF9FRQWMRiOsVitLvXI6d5cvXwbHcbDZbOy5ZGZm\n/uHeNm/e/Id9rzo+IEUgJCQkJCQkJP4UIsIF8wVYjlhgXmnG+t/W42f8DABsZZvjOKhUKlgsFshk\nMvj4+ODOnTvMEOI4jtU6/Ks4z19ZWQm5XA5RFPHs2TO2YqvValFZWYnKykr4+vpCqVQCAOx2O+7e\nvQu73Q6NRoOnT5+C53mYTCbk5+dDq9UyB6aysvKl5shZy2EymVBWVobS0lIAYDUI9erVg7u7O8rK\nynDixAk4HA4EBgaibdu2ICKsXbsWdrsdjRo1QlxcHJYuXYqgoCDcvHkTRASdTge73Y7ExETs27cP\nANChQwdcvXoVN2/ehEKhwJo1a1BeXo7hw4ejTp06sFgsePz4MVavXo2AgABs2rQJq1evxvfff4/R\no0fj3LlzGDBgAEaNGsUMXadT8c477yA5ORlr167Fhg0bYLfbodfrWU0IEeHQoUPgOA48z8NutyM6\nOhotW7ZEYWEhNm/eDIfDgU6dOqG4uBgZGRlo0KABi7RUVFQgNzcXMpkM5eXl0Ol0KCsrY47ZiyAI\nAou+OGsqRFGEIAjgeZ45ehaLBcHBwXA4HLhx4wYz1GUyGSorK/+tNRG/R6lUQqlUMqfn7t27MJlM\nePr0KYgIoijCarUiMjISJpMJJ06cAAD4+vri3r17aNWqFe7evYvLly/DYDDAZrNh9OjR8PPzY04U\nAJTeKkVuai6mm6fDJ87nldwLIEUgJCQkJCQkJH6H1WrFtuXbcHnvZXyS+QlqoAYMHgb8jJ/h6ekJ\npVKJW7duQaFQoKysDBaLBX5+frBYLIiOjkZeXl61lXVnMen9+/fZPp1Oh2fPnsFut/9dJ+N5Y85p\nfAJg5y4pKQFQZUA+fPiQraJXVlayCMHTp08BVK3OO1eRnd/7r3Cuaj9/Lz4+PigqKoIgCCguLobD\n4UBUVBQCAwNx8eJFZvhrtVoUFhYiNDQUBoMBa9euZU5VfHw8ateujbS0NDgcDqjVamRlZaFGjRoA\nqgqof/vtN3Ach+HDh2P9+vXYt28fevfujfDwcMycOZMZkTqdDi4uLqhZsyY+/vhjjBkzBoIgYN26\ndQgICAAAtvI9dOhQPHjwAEBVkbLzOej1epSUlEAURcTFxUGhUCA7Oxt2ux3e3t7sO23atAHHcTh8\n+DArUNZqtYiIiEBYWBhmzJgBQRBgNBrRpEkT3L9/HxkZGQgNDYWnpycqKipgtVpx5swZlJeXIy4u\nDl5eXsjJycGTJ0+qOXN+fn6w2WzIy8sDEYHnefYcf49zLH+P56Mrt27dYqvzzn+d130Z50EURahU\nKpa2VVlZiZCQEBARrly5grCwMLi7u7MozJ07dxAaGoqgoCDs3LkTVqsVWq0WSUlJuH//Pk6cOAFv\nb2/cu3cPsbGxGDBgAOx2O8aMGYOioiL06tUL7du3r+Y8AIBFZkEBCtg9vyqkCISEhISEhIQEAKDy\nWSVG9h6Jr374CsX24n/6e85IA8dxrKOS06DTaDSIiYnBmTNnWLpHzZo10axZMxw5cgTl5eUwmUzI\nzc0FAMTExCA3Nxc9e/ZkBtLx48excuVKZnzPnDkTc+fOxYkTJ0BEaNiwIT755BPwPI//x96Xx0dV\nplmfurVXJalKZamkErKTlQQCIWELIQECYY+AAQVEQFZZArKDbBJWQwIYVhEFFGQxyA4KyJ7k6nTb\ntv1pO60tKCI7IktIcr4/au7bKXt6egbanm/mu+f3uz9CUXWX930rPM/znuecwsJC/O53v8Ps2bNR\nUlKC6upq3Lx5U1T/c3Nz4XQ6cfHiRYwdOxYff/wxLl++DLPZjM8//xz9+/fHxYsX8emnn2LYsGHY\nvn07Ll26BB8fHxgMBty+fRtmsxl1dXUiEfHy8kJYWBi++OIL0Qdx48YNAHiiqnZ9pSql4t+gQQNc\nuXIF9+/fh9lsRm1trVAj+uMf/4hbt26BJIKDg9GoUSNoNBp88803+PLLL6HX65GWloaKigpER0cj\nKCgIX3zxBX788UcYjUYYjUbcuXNH8PyVCv2TVuYlSYLJZBLqR48ePYKPjw9CQ0Oh0+nw+eefo6am\nBsnJybh06RJu3ryJjIwM1NbWQpZl6HQ6eHl5YcCAAbDb7TAajbh9+zbWrl0LX19fTJ48Gb6+vjAY\nDKLCr/ys7Ezs2bMHixYtwtGjRzF+/Hh8/vnnGDBgAEaOHIkRI0bg97//vXjeHj16oLKyEj/88IN4\ndmVHyel04sqVK9BoNDAYDEhKSsJXX32F+Ph4NG/eHNXV1Th79iwuXryIDh064NatWzhx4gSSk5PF\nztn9+/fx1VdfwWazoba29j+d0P4t1P/+gW664TcV36BBeoMnOu9/iF+vP1uFChUqVKhQ8T8B1764\nxsOFh7nItog2uI2vQgJCuKhokYcCTZcuXRgbG8sePXoInwOz2czQ0FChZ1/ffK1///40m800mUxC\n7UYxDSssLGSbNm0YEBBASZI4YMAAAuC+ffs4aNAgAuDIkSNZVFREjUbDPn36cPXq1cIUTKvVsri4\nmKtXr6bJZGJqaiozMzNpMBg4Y8YM+vr6MioqilOnTiUAnjp1iqdOnaJOp6NWq2VJSQllWWaPHj2E\nstDKlSspyzKfeeYZRkZGevg0lJWV8eTJk4yNjRXqQn5+fmzdujWNRiMtFotQSiotLRXPUH/sFNdl\nxZAsLS2Nvr6+tNlsQlkJcJuGBQYGChM54MlMyJ7k0Gq1wiyt/n0ovgrKa4o6UWxsLM1mMwcNGsTn\nnnuOANinTx9OmzaNERERQuVo2LBhLCsrY1xcnDB3O3LkCOfPn++hjvTcc89x9+7d9PPzY3x8PE+e\nPCmUi37p+fG3fCCqqqo4e/ZsAhDmbkajkQMHDuTMmTOF+ZuynpV7VNSyIiMjPcwDw8PDxc+Kgpe/\nvz/j4+MZFRVFb29vSpIkrvO4Yy9Jklibymt+fn4MDw8XZoe+vr6Mj49nYmIik5KSGB8dzxCE8FLV\npV/1d4aaQKhQoUKFChX/H6L2US2nD5nOxv6NORdzudC+kFkNswhABEDR0dEi+J0zZw4lSaKXl5eQ\nmUxMTOSuXbtEEgC45UZdLhcBcPr06ULqU0kwioqKOHjwYCF9qdFouHTpUhYXFxMAjx49yqqqKo4Z\nM0YEp507d2ZlZSWrqqrYvn17Am6p1B07dvD999/n/PnzRbDXtWtXkdTMnDlTGIA9//zzwpAtOjqa\n/fv3Z7du3cR9NWnShC1btmTTpk2FjKryPEpg+SSmXyaTSZi2aTQahoaGMiEhgV5eXvT19RVJl3Io\nZmsRERFs3ry5CB4B0Gazcc6cORw7dixNJpMI5F0uF9955x0eOHCAY8eOFfft7+92AN+/fz+PHTtG\nm81Gp9NJnU7HCRMmMDs7my6Xi7GxsdRqtcJATa/Xc9y4cWK+lSDaarXSYrGwQYMGYt4tFgtjY2Pp\n6+tLSZIYEBAgzNme5DAYDLRYLOIZtVot7XY7HQ4HHQ6HuIZOp6PNZqOPjw+9vLxosVhoMpmE6d2T\n3oeyDiRJYkJCAqOiojySrPDwcPbu3Zv9+/dnamoqzWYzX3zxRbGOn376aRYVFXH58uVcuHCh+FyL\nFi24Y8cOJiYmMjs7m3FxceK8J0+eZFVVFXv27CmeoWfPnqyoqKAsy8IUr1evXuK1f5aQ1W2DAAAg\nAElEQVSMq9oDoUKFChUqVPx/ApL4+crP+GTjJ/h43cfYfmk7vsbXaJLbBJdqLuHMR2fQrFkzPHjw\nAI0bN8bbb78NAMjPz0dqaiqsViumTJmCTz/9FIGBgXA6nZAkCcHBwaK/oKamBjabDd9//z3WrFmD\nW7duCZUdwK2y5OfnB5PJhHv37sHb2xvHjh3Dd999BwCYPHkyamtrcevWLXHPJ06cQHZ2tlCqAf4i\n0fpLHDhwAABw6dIlLFy4ULy+efNmAG46zY8//ohz587hhx9+EA3aXl5eMBgMsNls+Pzzz0ES/v7+\naNmyJfbt24devXrh5s2bOHz4sDAuq6urg9Vqxd27d9GzZ0/s2bMHGo0GpaWlmDhxIh49eoTmzZuj\nqqoKHTp0wPnz53H37l3MmDED+fn5AIDnn38eP/74I65du4aCggLs2LEDffv2xc6dO+F0OrF161aY\nTCaMHz8eZ8+eRVxcHC5fvoz33nsPq1evxpdffokjR47A19cXN27cQGlpKYqLi9G0aVMYjUbcv38f\nWVlZOHz4MKqrq/Ho0SPcu3dP3EdMTAw+/fRTXL16FdeuXUNOTg4++OADGI1GPHz4ELt27RK9Kz//\n/DNCQ0Nx+fJlkMS1a9dED8f9+/dx8eJFmEymf6gCUHV1NSRJgk6ng8ViEffu7e0tGvm9vb3x008/\n4d69e0KFSlk79f98HCgGcQqFS6PR4Ouvv0Z8fLygN9XW1uL69eviM/WNEZX+hPoUsK+//hqAuw9l\n9OjR0Gq1qK6uxt27d/HHP/4RPj4+uHPnDo4ePYo///nP2Lt3L+bNmweNRoN58+bh559/xoIFC1BQ\nUACr1YoFCxbg559/xvz58x/7Of/L+FXTExUqVKhQoULFfzvq6uq4ZOoSGrVGOuBgpjaTHaM7MjYy\nVlSQNRoN4+Li6HA4BGVCqbhrtVparVYPA7T/yqHRaEQFVzEQkyRJVFVjY2MZGxtLAOzUqROzsrKo\n0+nodDrZpk0bajQaUUXPycnh/PnzOWnSJNrtdmH4lZ2dTa1WS71eT6fTybfeeounTp0SlBiHw8F3\n332XUVFR7N69uzA169u3LwMDAynLMi9cuMC0tDRRZa+oqODrr79OAJw4cSIlSWKfPn3o7+/Pfv36\niftfuHChoEMpz4t/q1ZPmzZNUHkUI71XXnmF7733Hjdv3izoXaNGjWK/fv0IQNC0NBoNGzZsKGhf\niileQECAB7XI5XJRr9eL+alPwXncOfvl/OHfdhkaNmzoUX23WCwMCgpi69atqdfrxa7S8OHDOXDg\nQLH7MnbsWBYVFXHEiBFiLBYvXsy3336bERER7Ny5MzMzM8W1KisrefToUYaHhzM4OJgHDhygLMss\nKyujXq9nhw4dRNVdlmUuW7aMWq2WPXv2ZFVVlXj9rbfeoo+Pj9gV27ZtGzdt2kRJkihJEg0GAydM\nmCB2Wby8vMQ9KNQsAIIyFBISQr1eT7vdTp1OJ4zklDUWFRVFm80mdorq078e91B2kYKCgsQulNls\nZnR0NOPi4hgaGiruPTYylqEIVSlMKlSoUKFChYrHw6WvL7F7y+4cHTaaOuhEQGK32xkVFSWCcuVo\n1KiR6G1wuVyCLqTX62mz2ShJErVaLZs1ayZ+VgJVJUCLjo4WAZjRaOQHH3xAWZa5Z88ecR2TycRt\n27YxJiaGLpdL8NE1Gg137NghegI++ugj4dKrBG/1ue5DhgwRiY5Go2Fubi7Ly8sZFhZGf39/FhcX\ni8BvxYoVPHXqFMPDw2k0GhkUFMRVq1axb9++9PLy4ooVKxgRESHuLyoqipMnT+ZTTz0lgsmIiAj2\n6dNHBJDK8ygu18rY/TL5etzAUUm6lIRGCaY1Go1IEiwWCzt06MD27dvTarWKz1gsFg4fPpwTJ05k\nw4YNxTm8vb3pdDrZrl07vvrqqwwKChI0KJPJxIyMDH744YeCxtSsWTNxD3v27GFVVZXoVzEYDDSb\nzWzZsqXoSVBoTqtWraKfn59IJmRZ5vbt20VwvXz5cjGPYWFhDA4OpsFgYH5+Pg0Gg/i3AwcOMDg4\nmBERETx27BhlWeby5cup1WrZo0cPj2Rh7ty5BMBnn32WVVVVXLduHa1WK5OTk7lixQoC4Ouvvy7W\nqk6n4+uvv85Vq1aJhNZqtXLt2rWCAqYkAuPGjfP4nihrrkOHDgwJCRFrvmnTpiLhy8/PZ9euXanR\naBgdHc1GjRpRq9WKteHn50eHw+HR6/K4CV59mpYEid9WfPur/m5REwgVKlSoUKHifxmu/O4K94/e\nzwJjgQgoEqISmJycLHjrs2fPFj0BGzduZOfOnanVailJEu12O8+ePctVq1YRgAielCCzsLBQ9DYA\nYHp6Ol955RUCYGpqqkdwM3ToUMqyLAI4pSI7ePBgBgcHs1OnToyPj6dOp6MkSfTx8WFgYCAnTpzI\nyZMnMy8vj4C7+q7T6ejv788uXbqwUaNGBCA48BqNhuHh4YyKimJwcLAI3J+E/240GkWwZzQaGR4e\nLnZK6gfkWq3Wg++vVISV8WzQoAGnTp0qxiY7O5shISH08vKiw+Fgfn4+N23aJALJgwcPsqqqikuW\nLBFV8NTUVNFA/Oyzz4pEUKvVslu3bqysrBSceOXZ+/XrJ86j3Nvs2bOZnJzM9u3b0+l00uVyiZ2T\n1NRUHj9+nO3ataNGo2FUVBRNJhODg4MJgG3btuULL7wgrvHCCy+IJuLy8nLKsswJEyaIa0VERNDb\n25tjx47l5s2b6ePjw7CwMALunQBZlnny5EkaDAbqdDqWlZVx3LhxtFqtPH78OA8fPsy9e/dy5cqV\ntNlsDAsL44oVK1haWip2azIyMjh16lQWFhZyzJgxIngPDw+nJEn08/Njdna2GPv6fSwWi8Uj6XuS\nAF7ZyQMgdsXi4+PZpEkTsQaMRiOtVqu4x27durF3795iFyojI4OzZs1iUlKSWCfK3HTq1InvvPMO\ny8vLefDgQa5cuZJeXl6Mi4sTidWmTZtoMpqoh54V+yp+1d8xagKhQoUKFSpU/C/AoweP+Lvtv+Mb\nbd/gXMzlkoAlHNpmqAhqnnrqKTZv3pxt2rQRAYwSTG3YsIHTp08XgWd4eDhnzZrFXr16iUptYGCg\nCIzqN/xKkkSj0SiCZuAvFJr6AdbjBGb1VYmCgoIYFBRESZLE+ZVqd4MGDQSlJCcnh3l5eYIqpZwj\nLy9PBLspKSlcu3Yt33jjDfbv319cr0GDBjxw4ACbNm3K3Nxcbt26VdC5Dh06RFmWOX78eBHcde3a\nlampqYKWoxxHjhxhu3btCLhpLcquiUKHAtwUnnfffZeBgYEcOHAgw8LC6OPjQx8fH8qyzFWrVlGn\n0zE3N5cbNmygl5cXExIS+PLLL1OSJGZlZdFqtYrqd9OmTQmAnTt3FhVyAOzdu7eo+ickJIhEyGAw\nMDIykhs2bBC0o0OHDjE9PZ0Gg4Eul4tarZZJSUl88cUXPeYxNzeXgLvCHhcXR51OR4vFwn79+on7\nUNaFwWBgcHCwaMBXGvPDw8MZGhoq5ken0/3VuvnPHopakd1up9PpFOtUmev09HQ2btzYIzH09fVl\nSEiIUOVSkphZs2Zx6NCh1Ol0NJvNjImJ8UgOtm3bxlmzZnnsLLlcLjZv3pzvv/++h1rTiRMnKMsy\n7XY7bTYbQ0JCePDgQa5bt44AuG7dOjqdTkF7GjNmjEgaTSaT2F1RlMS6d+/uQdt655136Ofnx4iI\nCB48eJCvvPKKW/0JNn55+stf9feNmkCoUKFChQoV/4Nx69tb7JnWk2aNmcEIpsvsYrBfsEdF/HED\neCVw0mq1dDqdHrsOStCXnp5Os9ksruHr68tBgwbRx8fHg+ajVNenTJnC0tJSZmW5FZ9atGjBTZs2\nif4AX19f7tq1i2vXrqXRaGRWVhYvXLgggialyq4Em6NHj2ZVVRVPnz7NjIwM6nQ66nQ6NmvWjIcP\nHxaBo06nY1paGlu2bMmsrCzKsszDhw8LTnlISIigW6WkpLBdu3a02+0iMTpz5gxnzZolnmfevHnM\nz8+ny+Xy4MwD4Pjx4ylJkgiOFy9e7EGxMRqN1Ol0XLVqFX18fOjn50d/f38WFBQwMDCQZWVlNBgM\nTE9P5549e7hz504uXLhQBMbJyclcsmQJx4wZQ4vFIsbC6XRy2LBh7N+/v6Ag1U8U4+PjxTk0Go0I\n7H95/49z/PKzISEhHvKjdrud7dq1E4pS7du3p4+Pj5BNzczM5JQpU9imTRva7XYuWbKEJSUlLCsr\n48aNG7llyxa+8sorNBqNYm5Pnz7NkSNHEgAnTZpEWZY5c+ZMsXsCgHPmzOHZs2cFjcvhcHD//v1M\nSUkRayU0NJQvvvgiJUnili1baLVamZaWxtjYWPbu3ZurV68W34VOnTqxsrKSy5cvJ/CXZNrf359V\nVVU8ePCgGONRo0bxxIkTIsFSdmmUnT2XyyWSCovFwvz8fOp0OkZGRtLlcnlI0SpKY+3bt+e5c+fE\n63v27GFQUJBIEju26cjZmP2rqzCpCYQKFSpUqFDxPwx1tXX86uhX3N5rO7trursDGWsAu7Xvxv79\n+4sdBiVoeuqpp0Q/g0ajYWBgIOfPny+44L6+vgwODubbb7/Nhg0b0m6308fHRwT9CkVC0dJXkguX\ny8WqqioRFALgokWLKMsyY2Nj2bZt27/qAdi3bx9lWWZlZaWQ2AwLC6PRaKSfn59obrZYLGzevDnP\nnj0rgqV169bRYDCIoM1ms4mgTJZlLly4UPDB58yZ41G9BcC5c+cyJyeHLVu25N69e0UADbj5/Ypn\nQEREBE0mE8PDwwVlR5HjbN26NQFwwIABomcCAJs3by4asAEIPwCr1UqNRsOYmBgPXwGl6q+832w2\ne1S6H/fw8vJiaGioR3OvckRHR4uEQeH7e3l5MT09nYCbXlZQUEAfHx/qdDq2aNGCZWVlItnLycnh\n4sWLxbqYNm0ae/fuzdjYWM6cOdMj6SwvLxevaTQarlq1yoPKFhgYyODgYL733ns0Go2cPHkyZVnm\ngAEDGB4e/jc9HdasWUODwcD27duzoqKCVVVVwnOjQ4cOBNySqRUVFczPz6ckSYyMjBRjUFRUxH37\n9omkKzo6mkeOHBHJnc1mY1JSEj/66CNGRUWxf//+4r6Uc+Tn5/Po0aNizJSE4YUXXqAsy1y8eLFH\nIiVJErt37y6eYcGCBSKZUdavVqulTqdjmzZtWFBQwKioqL969uXLl1Ov17Nly5YevUD1/UXWF63/\np8i4qgmEChUqVKhQ8T8EFacr+OGiD1kSU8K5mMseAW5+dJ/8PqysrKQsy6JfoaCggCdPniTgVgna\nvHmzCO4KCwspy7KoqGs0GpaVlVGWZUZHRzMvL08E9xqNhrIs89VXXxVBUfv27RkQECAMwJSAWQQx\n69cLDnrz5s0FZ1+p3CuBj16vFz0RGRkZjIyMFNVZg8HALVu28P333+euXbu4YMECGo1G4VHRo0cP\n+vn50Wq1cujQoczNzRWVZ+VeFNUiJTAE/tLH8cvExmq1PrHPQ/3P+/r60mQy0eFwCP8H5d/z8vLY\ns2dPEcTGxcVx/PjxTExMpEajocvl4rx587hixQq+9tprnD17Nk0mE5OSkrh69Wq6XC76+voyOztb\nBK5hYWEisFcavVu0aCHoRkpw36pVK7Zq1Urw9ouKikQz/YoVKxgWFsaQkBC6XC4OHDhQVN8lSRL0\nmbKyMpEE5Ofni2bpvLw8sR46duxIjUZDHx8fBgQE0Gg0sqSkRPRINGjQgPv372dVVRUBcNasWaJh\nPjY29m8mEL9soq6srGRlZaXwT8jOzhbUn/Pnz4sdJuUZ58yZIxJQi8UiaEZTpkwRyd2HH35IWZYZ\nEhLCwYMHU5ZlFhYW0mw2izHu2bMnAXDq1Kk0Go1iPRUWFnLjxo0eyZTNZuPTTz9NWZZ56tQp0Qey\nefNmyrLMN998k4Cb1nXmzBn27t2b8fHx/+6zl5WV0Ww2s0mTJjxx4oRIHp555hnGxsbSy+LFp/G0\nmkCoUKFChQoV/7/jO/k7lvQq8QhYJY0kAlen08mwsDChOBQUFMSMjAzhpBwVFUWdTufRFJyTkyMo\nRooB17Rp0+jr60uLxSLoJQBEkKIcI0aMEMGrUklVJDv9/f1FZd1kMjEvL48dO3b06JuIjIwUuyPA\nkykV1T+U3YnQ0FCRmCgBX2xsrEefhiL52qpVKwLgkCFDOHbsWJEYtWjRgitWrGDbtm0JuNV1tm3b\nJvjrymE0GllRUSGeXwnglepzenq6MJFTxl5pVK6vpKQEhvWVq2RZ5q5du2i325mYmChUqQ4cOCAo\nX0qT+pEjRxgTEyNoU40aNeL58+dZWVkp+hIA9w6RYvbm5+dHrVYr1o2izFVeXs6goCB269aNJpOJ\nERERojdDlmXu3btXJEnKM/Xr14+VlZV84403xLVatmzJ5ORkdunShdnZ2R79K4os67lz5wiA8+fP\npyzL7NmzJxs1avQfJhAKpUe5rmIWGBsbK6hhVVVVYv3Xd3NW1ryvry8bN278V1S27du3i2sEBAQI\nBakxY8bQ19eXu3fvFgkh4O5j6NWrF7VarXhd+b7o9XrxHWrUqBHPnj0rekwA8MKFC2J+AXeDuyzL\n7N69O1NSUv7ms7/xxhv09vYWnxs/frzbRO7DD+mwuZvCT7x74lf9nSRBhQoVKlSoUPH/HP7PZ/8H\n+5buw+ImizElbQpm7J0Bu8WO/r37IzY2FnWsQ1xcHFq1aoWYmBjcv38fN2/eREBAAKxWK77//nt8\n9dVXAIA//elPIImamho8evQIGo0Gx48fF2Ztt2/fxp07d7B48WLcvHkT9+7dw507d3D//n0AwBtv\nvOFxb+vWrcOJEyfE32/cuIEtW7YAAK5fvy6Mu6qrq3Hu3Dl88sknqK6uFu//+uuvhTmZy+VCq1at\noNO5vW0tFgsKCgrQp08f6PV6hISEwMvLC3q9Hnq9HjNmzMC+ffvwwQcf4KOPPsKgQYMAADqdDqWl\npTh48CDy8vLw4MEDpKSk4N69ewCAvn37Yvbs2ZAkd+ij0Wjw+uuvi8+3b98ex48fx6NHj2Cz2dC4\ncWP4+/vj/Pnz0Ol0WLVqFWJiYrBz504AboOwyMhImM1mLF68GFu2bMHQoUMBALm5uRg8eDC+++47\nVFZWIi0tDXv27IG/vz8AYM6cOTh9+jReeeUV8cxjx44FScTExMButwMAvv/+e4wePRp+fn5YuXIl\nrFYrHj58iMWLF+P+/fsICwvDO++8A1mW4efnh65du6KmpgYajQaff/45KioqsHPnTnzyySdi7KdP\nn447d+7A6XQKczNl7K9evYrXXnsNoaGhuHfvHo4ePYrExES0b98eBoNBnEOZyyZNmoife/bsCY1G\ng7179wJwm6SdP38ed+7cQW1tLXr37g2NRoNHjx4BAAIDAz3OpZy/urra41p/C126dMHkyZOxfft2\n7NixAzNmzMBbb72Fli1b4qWXXsILL7yAM2fOIC4uDgcOHEB8fDwA4NatW0hPT0dmZiZqampw+/Zt\njBkzRoyFl5eXx3P+8r7Cw8Oxfft2WK1WAMChQ4cQEBAAu90OX19fGI1G8X0ZM2YMysvLIUkSPvvs\nMwwcOBC//e1v0bdvX2FoOGbMGNhsNgCAj48PAODhw4fCrPDfQ0JCAho3boxbt27Bz88Pubm5qKmp\nwfLly3Hzzk2kIQ1x0XF/dwyfBGoCoUKFChUqVPw/hBv/egPbRm5DcnIyekztgem/nY5t2IZ7vIdb\n927hnd3v4MsvvwQAfPHFFzh+/DjOnj2Lq1evChfehw8fQq/Xi2DZbDYjIyMDISEhMJlMCAgIAADh\n2Nu7d2/0799fvD8pKQkTJ05EcnKyuC+bzYZ+/foBABwOh3h96NChiImJEX8nibCwMBgMBtTV1cHh\ncCAsLAwWiwUA4OvrCwDCmfrKlSs4ffq0CODu3buHHTt2YNeuXXj06BG+++473L17F48ePcKjR49Q\nVFSE7t27o3Pnzmjfvj3eeustWK1W6HQ6jB49GtnZ2diwYQMaNGgAm82Ghg0bAgBWrlyJUaNGiWeu\nqanBq6++ijNnzgAApkyZgq+++grDhg1DdXU1vv76a4waNQpeXl6w2+24ceMGpk6dig8++AAAEBcX\nh7y8PPz000/Yu3cv5s6dK9ylq6urERYWJsYkLy8PDocDffr0AQCcPn0ahYWFaNasGQC327GSdOn1\negDAtWvXMGbMGOj1erz22muw2+34+eefMX78eFRWVqK4uBhbt25Fo0aNMG7cOMyZMwelpaXo27ev\nOO/EiROxbNkyPPvss9BoNCKBqa2txQ8//ICQkBC89tpruHHjhnh/dHQ0vvnmG9y5cwe+vr4oLi5G\nXV2dR0D74MEDAG5X8fT0dEiShBEjRmDq1KkoLy8HAEydOhX9+vXDn//8Z/zmN7/BxIkT0bx5czRu\n3BgARML58OFDABDn/3vBs4Lq6mrIsizW7IMHD6DT6bBo0SKYzWb85je/QUREBN58800YDAbxjFqt\nFhMnToTZbMaDBw8wbtw4XL9+HRMnThTnVVD/Xur/HBQUhKKiIgBAeXk5Pv30U9TU1GDDhg0wmUzi\n87W1tfDz80NKSgo0Gg3+9Kc/ISsrC0FBQdDr9RgzZgx0Op1IJP8zSdTDhw8xbdo0nD9/HhMnToRe\nr8fQoUMxbtw4HD16FLPGzEI3dPu74/ekUBMIFSpUqFCh4r8Zn/72UxzbcAxb87ZiTswcjFk/Bl5m\nL4x6bhScTiccDgeWLVuGtLQ0SJKEyZMn44MPPsCxY8fQtm1baLVaFBUV4fTp0zh48CDKy8tRUFCA\ny5cvQ6/X4/nnn8fKlSvRsWNH1NXV4caNGyguLkZiYiIAd0Xz22+/FZXo69evIykpCZ999hkAYMKE\nCaipqcG//Mu/AHDvOPj7+0Oj0WDkyJHYtm0bYmNjAQDR0dHYvXs3srKyEBAQgK+//hpZWVl49tln\nYTQa0aNHD49nHzt2LBISEqDT6RAXFweXywWn04nly5cjKChIBPwJCQlYsmQJXnnlFcycOROJiYmo\nqalB27Zt0b9/f/Tq1Qtmsxl3795FaGgo4uLcFVgl2fnpp59AErW1tdBoNLBYLPjtb3+LrVu3AgC+\n++47PHz4EMuXLxfV97t37+LmzZu4du0aunfvjpMnT4r7/uKLL7BmzRrU1tbCx8cHmzZtwrhx4wC4\ndxjmz58Pk8kEvV6PWbNmYdy4cdixYwcAd7C8fv16rF+/HoC7Kj5w4EDU1NTgD3/4Aw4dOoShQ4fi\n7t27mD59Oh4+fIivv/4aI0aMwB/+8AesWrUKrVq1gsViQXFxMZxOJw4cOID27dtjypQpKCkpgcvl\nQl1dHbRaLTp06ABJknDjxg20atUKgDvRmzBhAnbs2CHGeOfOnfjzn/+MMWPGAAAKCgrg5eWFhw8f\nioC2pqYGr732GgBgxIgRaNu2LXQ6HbRaLY4fP47evXuL902aNAn+/v64cuUKXC4XiouLkZWVBYPB\ngJUrV6KsrEwkEP+VHYj79++jsLAQ586dQ3FxMZ577jkUFxdj7969mD17Nm7dugWTyYRbt27hm2++\nwYABA3Dx4kVoNBrY7XaMHz8eDx48wKVLl/DNN99g9erVCA8PF9dXxuff24FQoCTE3t7eqKiowM8/\n/4xdu3bh9u3bCAoKAgCUlZXhk08+wY8//giSMBgMOHr0KI4dO4bq6mo8ePAAZWVl8Pb2FuviPxqD\ne/fuobCwEOfPn8err76KZ555BqtWrcKtW7dQWVmJSZMmoV2Ldv/h2P3D8KsSpFSoUKFChQoVfxN3\nr9zlsXnH/orLr5i56fV6arVahoeH08vLixqNhgkJCczOzmaHDh3o7+8vPAGef/55jhgxgmPHjhW8\n/YyMDHp7ezM3N5erVq0SqkETJkzg7t27uXLlStEPoNVqhSOvXq8XfQzBwcGicVW5v6CgIKFudO7c\nOcFBV47nn3+e3bp1Y3JysuCDp6enCx76xIkTxecVzfvGjRszOzub+/btY0BAAA0GAyVJor+/PydN\nmkRJkti7d2+eO3eOHTp0oFarFbz5c+fOMScnh5IkMTU1lRqNhtOnT/doFFd6IQICAuhwODzUcABw\n5MiR/PDDD7l161YCboO6VatWMSsriwaDgVqtlhaLxaPPRGmSHTJkCAcOHMj8/HxxvvDwcAYEBNDb\n2/uvJHXr94k87qHX62m1WsWYKrz64OBgwedXPAmUa/n5+VGSJNEfohxdunQR68BgMIjPDxs2jDt3\n7mReXh6jo6N56NAhtmnTRpyvvLxczKMkSWzYsKHocViyZIn4N2Xs+/btyxEjRtDPz0/4aXTu3JmA\n28xQlmWmp6ezY8eOf5P/f+LECaakpNBisXDt2rVCOUtxDAfAxMREHj16lJGRkaK/plOnTvT29ubz\nzz9Pl8slekU2bNggPBUA8M0336Qsy7xw4QIBt3KXLMvMz89nYmKiuI/Vq1cTAN955x3R5wC4TRff\nf/998XflOhEREdy5c6fH2Cv9Fjt27CAAbtq0ibIss1mzZuzcubPHcx8/fpzJycm0Wq1ct26d6Hlo\n1KgRLRYLGzRoQB8fH66eu/qfosKke8y8Q4UKFSpUqFDxGCCJj7Z/hGdGPIMu97rgFE+Jf1NoJl27\ndsXhw4dx79495OTk4JNPPsH9+/eRlpYGLy8v3Lt3D5999hnu37+P0NBQXLx4EV999RUePnyIn376\nSVR1KyoqAABHjx7F0aNHxXVKSkpQUlIi/l5bWwsAGDduHEiirq4OgJtac/36dRQUFODbb78V76+u\nrsahQ4cAuKvUFy9eRIsWLXDhwgXExMTgjTfegL+/P3Q6HWJjY9G1a1ccOHAAgJsr37x5c1y+fFmM\nh9Kbodfr4evrC29vb1y9elXQd6Kjo2GxWLBgwQJcuHABP/74I5YsWYJ27drh/slrKccAACAASURB\nVP37mDJlCj7++GMsW7YMmZmZKC4uxqJFi3D69GmcOXMGOp0O9+7dQ79+/UQPw88//4zf/OY34plO\nnDiBrl274uWXXwYADBkyBAkJCfjtb3+LR48ewd/fHyaTCYMGDcLChQvx008/YdiwYVi/fj2GDBkC\no9GI4uJiAEBOTg6WLFmCoqIifPHFF+jWrRuWLl0KSZJgs9mwf/9+jB07FlVVVQCA1157DY0bN8bI\nkSPxzTff4O7du4iOjsbMmTNx9epVLF++HNXV1Rg2bBjsdjsePnyIBw8eYN++ffjyyy+RmZmJ8PBw\nnD9/Hv/6r/8KAEhMTITD4cDHH38selmuX78Os9ksaD8KDh48KNZBbW0trl+/DgDYuHEjNm7cKN6X\nl5fn8bn+/fuLtebn54e6ujqYTCY8evQICxYswN27d2G1WqHX6xEXF4edO3fCZrOhtrYWNTU16NCh\nAw4fPgwAqKqqws2bN3H16lVIkoRPP/0UBoMBRqNR/Hn37l1MmzYNP/74I9asWYOkpCSxhq5cuSLu\na8SIEbDZbKirq0NtbS0sFgsKCwvx8ccfQ6/XIyYmBt9//z0kSUJ0dDQAzx0QAP/uzkh9apXyPofD\ngbZt2+LIkSMAgEePHokeFn9/f1y7dg2SJMFkMsHlciE6Ohq///3vAQBvvvkm5syZ83f7QK5fv44X\nX3xRPHdiYiKuXbuGF198EVevXsW6desQGhqKCRMm4KVFL6EjOuJXx6+anqhQoUKFChUqSJK3r96m\nvE7mmsZr2B9u92ODzu1+q/gR6HQ6hoSEsFmzZjSbzSwpKWFsbCxtNpuojB4+fJgNGzakzWbjW2+9\nJSqUlZWV7Nu3r9hhqKqq4oULFxgRESGkNVu2bElJkvjmm29y/fr1zMzMJACmpaXR19fXQ11G8QZQ\npFY1Go2HU7CiAoR/q+orJnMmk0lUXR/nUKrbSnXfZDIxNjaWSUlJHlX2Tp06MS8vTygJderUSezA\nTJw4UUi4Kko1MTExXL9+PTt27ChUeAAIF2nlORW51+nTpzMqKop6vZ4Gg4FOp5NvvPEGnU4nAXDt\n2rVctmwZAfDo0aNC1hMAZ8yYQVmWWVBQQKfTSY1GI+ROJUkS/hiKvK3iO6BI1E6ePJlGo5FpaWlC\nVer9998Xc33mzBm2adOGOp2OS5Ys8Xit/q6IUuVX5kaSJO7bt48ZGRkE3FKkGo1GjKvZbBa+FwA4\nduxYbty4kU2aNBEu3kOHDhUqU4GBgaLCX1BQwKeffprdunUTn/f19WVAQADNZjMTExPF2Gk0Gtrt\ndloslsf2vlB2YOorQRkMBrFTp+zMBAYG0mg0ClUxh8NBjUbD8PBwAm4zt2nTpvGll14i4DZ/W7t2\nLUtLSwmAkydP5t69e9m2bVs2a9aMZ86cYWVlpfB6ePnll8WaVXaahg79iwO8susnSRIzMjKEEZ4y\nDllZWVyzZg0BcOfOncJDpW/fvpRlmfv27WNYWBj9/f357rvvitcaNGjAgIAA8ZqyO+Ow/3NUmNQE\nQoUKFSpUqPgV8ePnPzLE5g7gHHAw3DuckcF/MbZSAiiz2czc3FwRfLds2ZJ2u51Wq5XDhw/nggUL\nOG3aNPr7+9Nms3H+/PncsmULd+zYwV27djE7O5sajYZTpkwRev2yLIugbcSIEZwzZw4Bt3zkqFGj\nxD0UFRV5UJQGDBhAWZaF1KpCqVKCLCUwVQIo5VoWi4UTJkygLMsiOUlISBBmcb6+voLCo3x+8uTJ\nHhKogFsWdvDgwezSpQu1Wi0DAwOFuVlwcLAIik0mkzC0CwkJob+/P729vZ9IFra+K3N9l+aIiAhB\nZQLcXhhKkqW4UWdnZ1Or1TInJ4czZsxgQkKCSNBWrlzJzMxMcb5hw4ZxyZIlBNzUIUXmNjMzk7Is\nc9KkSQTcxnAHDx4UY/zRRx+xWbNmNBqNwpzt5MmTbNq0KY1GI1evXi28QAAwNTVVBNdKQqY8X305\nVAAcNGgQZVkWXg0dOnTg4cOHabVaqdPpuGXLFg9zPpvNxsLCQgLgkSNHWFlZyd69exOAkMxt0qQJ\nIyMjxf0rY9C8eXOeOnWKa9euFQlBamoqQ0ND2a1bN+7YsYNbtmzhxo0bOWfOHNrtdjocDhYWFnLW\nrFmcMmUKX3zxRbEe7HY7+/Tpwy5duojvlK+vL9PT0xkfH++xJupLFD/uUf98SmIdFhbm8brNZmOH\nDh08EvPWrVszISGBNptN+Kwopn/Tpk1jaWkpnU4nc3NzuXTpUvr5+dHpdHLTpk08fvw4t23bxsDA\nQIaEhHDv3r1iXM+ePetOTCUt26Kt6gOhQoUKFSpU/E/Ddxe/Y+lLpdycvZkD8BcH2wC/AHbr1k0E\nPUoVXAkUlap+/SD2cYNhhc+u/Kw4PAMQ11cMraKiojw4+T4+PuzRo4fHa02bNmW/fv1EMK0Ead26\ndWN5eTkPHTpEm83G4cOHs6KigsOHDxfcd19fX/bs2ZOxsbHCP0K5h/LyclZVVXnsbii89Pp9CgaD\ngdu2bWNVVRV79Oghxuydd94R771w4QK7d+9OjUYj/lQ8EIKDg7ljxw7RH5KZmUmbzUaHwyGSpO7d\nu4sA22QyCU8Iu91Oo9FIi8XCmJgYMR71nagdDodIjJ5kB0ar1Qr3amXu7XY7k5OTmZqaSi8vL2q1\nWmZkZLBHjx7s0aMHHQ4H9Xo9e/bsyXHjxnnsAgDuPoMGDRqI9aacd/fu3WzVqpWYS51Ox127dgmf\nByUINhgMTE9PpyzLfP/998V5tm/fLnoB3nvvPXbu3JmSJNFgMHD8+PFiN8PLy0uYu/Xs2ZORkZG0\nWq1s1KgRFy1aRABcvHixMPPr16+fmNNt27bR4XAwKirKI5E6deoUk5OTxXo8ffo0T506JebEx8eH\ndrudu3btoizLfPrppwm4+0LOnj0rXNXXrl1Lo9HIFi1aEHDvPJWXl7OkxO27MnnyZJaVlTEuLo7J\nyclcsGABZ82aJdzXIyIixK5Wt27dPDw3vL29mZ6e7pGsSJIkjOeexLhQ2bFUdoaUOTQajDTCyG8r\nvv1Vf8epCYQKFSpUqFDxD0BdXR1vX7rNE3NOMM7gdsXtF9aPRr2RzkAnw8PDabVaRRCvHIrrsxIA\njBo1ina7nQaDgVarla+//jq3bNlCu93OiIgIbt26leXl5Xz33Xe5ceNGxsfHU6/Xc/jw4Vy6dClf\neeUVzp49m/n5+dRoNLRYLIyMjOTAgQPZunVrcd2wsDBhtKUc9XcGnvRQkg+tViuq+UrgWr+JOCMj\nQ1TflSRCkiTm5+dz8ODBtNlstFgs1Gg0zMjI4IwZM+hwOGg0GsWOS3l5Offu3cvMzExqtVo+88wz\n1Gq17N69OysrKxkZGUmNRsP4+Hhxf8ePH+d7770nEoauXbvyzTffFI3HOp2OBoOBERER1Ov1jI2N\n5ZEjRzhjxgxKksQTJ04wNjaWwF9clGVZpr+/P/Pz82k2mxkSEkKbzcajR49y8ODBBNx0r+XLl9Nu\nt3skkGlpaSJg12q1dLlcHDBggNjliIiIoNVqpV6vZ+PGjZmWlsaEhATRbB4QEEB/f/8nrqwDf2l6\nVuZIr9fTbrezUaNGNBgMosm+R48ebNeuHYG/NJXn5eXRYrEwKyuL8+bNE2OUmZnJdevWsWXLlkxI\nSOCyZcvo7e0tvg+HDx/mm2++SY1GQ4fDwSNHjvD111+nl5cXExISPMz1jh8/zri4OGo0GoaGhvLE\niRP88MMPBW0tJyeHH3zwAaOjoxkYGMiRI0eKREyhkM2cOVMkPrNmzRLfv+eff55lZWXCmXr48OGc\nNWsWGzRowPj4eI4aNYo9evQQ7+/evbuYo9jYWGo0Gg96n5JMajSaJ0oslesp5/f19aW/vz/9/f3F\nfPj5+TEoIIi+8OXFyou/6u87NYFQoUKFChUqngB1dXX88uiX9Df7MwEJfMXyCvs17if+44+Pj2en\nTp2YmprKAQPcuxFK5bFPnz6sqqoSAZtWq6XJZGJCQgLLy8vZtGlTGgwGwSGvH0QpCixWq5Xr16/3\nUGxZvXo19Xo9O3TowNatWzMrK4uyLAtudqdOnVhVVSU4/AC4cOFCoQZTn5eelpbGiooK0V8BgKWl\npeKzzZs3p0aj4cCBA+nn58c2bdpw+PDhInF44YUXBNcecPcidOnSRVTy61/L19dXKAD9IxIYRTXJ\nYDCI4E25XpMmTQR1RHldq9WKHggl+FPOM3PmTC5dupT5+fnU6/UMDw8Xycerr77KQ4cO8cMPPxQK\nUikpKRwzZgytViunT59OwO3ArVTyd+7cKRKmYcOGUZZlwdtv0KABz549K+ZzyJAhBNyVfKWiXl5e\nzpCQEDqdTvHa+vXrhRu3JEmcPXs2Fy1aJBI3Pz8/bt26VbhvA+DTTz/NoqIiSpIkKvrKGHl5eTEq\nKkokNnq9nhaLhaGhoeL99d29vb29PYLnx5mzX/6s1+sZGBhIl8vFBg0aMDQ0VMylVqtlWFgYGzRo\nIJ7RZDIxJCSEwcHBHonqkwTv9RMAhXqk1WopSRKTkpIYFxcnxs3hcDAvL48Gg0FcW3EYLywsZMuW\nLcW9L1iwgKWlpWI3w2QyiR2xoKAg7tu3j2fOnGFpaanonVDcyJV+qOjoaNrtdm7dutX9e2Hrh/8U\nFSbVB0KFChUqVKh4DHz7x29xofQCyhLLsC13Gx5UP8Af8Ac8HP8Qvq3cZmlGoxFXrlzBTz/9hNu3\nb2Pr1q2Ijo4Wqiu9e/fG9u3bce/ePcTFxYEkHj58iH79+iE0NBQDBgxATU0NHjx4gP79+wt1l2vX\nrmHEiBG4ePEi1q5di6ZNm4r7+vTTT/HSSy+hefPmWLBgAYxGI6qrq3HhwgVs3rwZAPDCCy/g4MGD\nmDJlCgC3alCnTp1w/PhxAG5lGUWp5/Lly/j2229x6tQpoQxz+/ZtREVFAQCGDRuGbt264e2334Ze\nr4ePjw92794tTMuGDx+Opk2bgiQkScLDhw8xatQoDB48GABQV1cHg8EALy8vDBgwAEeOHBH/BgAv\nv/wyKioqsHbtWnH9Pn364N1338XmzZuRkJAAjUYDvV6PXr16wWAwICoqChMnTsTw4cPFuNXU1CAg\nIEB4Hly5cgU//PADoqKioNFohGKPolik1+tRU1MDkrh37x4WLlyIKVOm4L333sOjR4/w5z//WRiq\nTZo0CXl5eWjfvj2uXr2K6upq/P73v8eGDRvw888/Y9GiRfDy8sKVK1fw+eef44UXXsDkyZOFK/Oe\nPXswdOhQPHz4EBaLBRcvXsSkSZOwdetWrFmzBjt37hQeFzt27MD777+PwYMHo6amBi+//DJ0Oh3O\nnTuH8ePHC/+DJUuWoGfPnh5z+fDhQ7hcLuGiDACHDx9GaGgoDAYDkpOT0blzZ6HC1bFjRwwePBgG\ngwG3b9+G1WpFQUGBMEKLiorCnTt3ALiN9Zo0aYKEhAQYjUY4HA5ERUUJl2Wz2fx3v1P8NzO9+j8/\nevQIP/74I3744Qd8//33uHTpkoeD9pUrV3Dx4kXh71FTU4PLly/j8uXLuHbtmjiP8pn/DAwGg3CF\nDgkJQVxcHIxGI2w2G+7duweLxYLw8HDo9XokJiYKY0a73Y6CggIkJSVBq9WKNX///n1UV1cjJiYG\nI0eOhNPpRG1tLV599VVERkaiXbt2ANxmeIrhXW5uLoKDg3H27FlMmjQJ6enpKC0tFXP3/fffY9iw\nYfjpp5+wYcMG4bT9T8Ovmp6oUKFChQoV/8tw+V8uc1E3N2+7paYlN3bayCPrjrBRo0YMCwujJEmC\nRvL2228zIiLCQwsegKB9KNVaxYehRYsWbN++PSVJ4tNPP029Xs9WrVoxJyeHWq2Wc+fO/ZsKLLIs\n8+2336a3tzdTU1N55swZyrLMvLw8xsbG0mQyMSUlhQBERRv/VmUePny4aIxVjnnz5ok+BaPRyMjI\nSA4YMEA0Eiv+CqtXr+aFCxeYk5MjFH0iIiI4efJkAm5uu1arpdPpZEZGBkNCQhgYGChUcBo2bCh2\nAoYMGcK1a9fSYrGIa2s0Gj733HM0m81s3LixoAJNnjyZR48eZcOGDcXOjdVqZUpKCk+fPi3GZPPm\nzWJn4dy5c+K+Abf3w8KFC0XVvz69TKvVMjMzU/DVV6xYwS1bttBqtVKSJJaUlLC4uJiAu6l87ty5\ndDgc1Gq1TElJ4ZQpU9ikSROx6zJgwAA6nU66XC4xD/X9IZTDarWKnY3HVShSjif1mvj3DrPZLJrX\n6/uFNGzYUKxVb29vRkVFsV+/fqLiPnr0aPbq1YsajYZWq5WzZ8/msmXL2LdvX2o0GrpcLo8eoBYt\nWjAsLIx2u51btmzhrl27GBgYSL1eT5vNxt27d3PXrl1CValJkyY8d+6cmPeysjIaDAa2bduWa9eu\npY+Pj+i72Lx5s+hbaNWqFYuKijh37lyaTCax46LsKvTo0YO9e/em2WymTqej2WxmWloag4KCqNfr\nGRkZKeZJ2YF50t0OZQyU8fD29mZ8fDxTUlKYmpoqFMlMJhObN2/Otm3bMisri+3atWObtDZMQAIv\nVV36VX8PqgmEChUqVKhQ8Xfw6P4jjus7jjHeMZyDOXw54GXxn/zSpUuF+VO7du0EHQlw8+wVlRul\nD2Du3LmCf4161IqEhASeP3+eFRUVQuYxLi6OFy5cYEVFBXv16iWCiV8qsMiyzN27d9PhcDA+Pp4n\nT54Ur7dr146SJLFp06Z84403PIKUkSNHMjQ0VDR+Rka61aGGDx9OWZYZFBTkIdM5ZMgQBgUFMScn\nR9BviouLKcsy9+/fL4LJV199lUVFRQQgqFRpaWnMzc3l/v37PXj6VVVVPHDggEhUdDodW7RowdOn\nTwuJVeXezpw5w6qqKj7zzDME3JQcPz8/QdPRarWCyiHLMrdv304fHx86HA4mJydTlmUOGjRI0EUU\niVej0SgUk5T5Cw8P56JFi+hwOGi324U0qNFopNVq5cCBA9m9e3cCbjqU0gBssVjocDhEggS4+x4U\n/v3jBpR6vV5QnAA3n1+h9ChqUZIkMSoqisnJyYyLixPmdykpKfT19RVzpsxTVFTUX1HGDAbDE9GQ\n6gfAVqtV9JQ0aNCADRs2FM/g5eXFli1bMjY2llqtll26dBFj7+fnx1GjRnHkyJEiUDeZTOLPWbNm\ncc6cOSKZi4mJYXl5OY8fP84zZ85w06ZNNJvNbNGihUgqtm7dSq1WS29vb549e5avv/66uNcXX3xR\n9K+MHDnSQ4Z137593Lt3rxjLNWvW8O2332anTp0YEBBAPz8/0csycOBAkRAZjUbGxcXxmWeeEXQ9\nZUwsFotQlfrlHD+Jglj9Q22iVqFChQoVKv4bUFdXxxt/usFjU49xqf9SRsFdmezcojOPf3CcAJic\nnEy9Xs/Vq1czPT2dVquVfn5+jI6OJuDW0a8v/RkcHMwTJ04IqUtFJhUAn3vuOcqyLKRSlX8bOXIk\nq6qquHXrVhF8DRo0SKjaKMG70+lkREQEjx075pFUKEHviRMnRBICuKVaKysrRRBdnxd/+PBhvvba\na0JicsyYMSJQDgsL47lz5wRve/To0aKhWKfTCedlRbEpLS2N58+fZ0pKCrt27So+pyROy5cv5+7d\nu8W1tVotCwsLWVJS8lcO161ateKoUaPYp08fj8TLbDaLyrjBYGBSUhJjYmKo1WpF0KnVaj0C8Mc9\ndDoddTodw8LCRLVa6bFo3ry5aG7V6XRibAcOHMgxY8YIGduEhATOmTNH7Ej16tWLw4YNIwA2atSI\ns2fPpl6vp8PhoCRJXLZsGUtKSmg0GkXF2WAwcPHixQwKChLX2rZtm+iP8Pf3Z8OGDXn8+HHKsiya\ntLt27Sqa1hcvXkxZloUylUaj4bvvvuvRG6Mcbdu25b59+8Ta1mq1LC4u5ooVKwi4vQ+WLFnCBQsW\nMCwsjImJiZwwYQJzc3MJ/MUnwm630+l0in4KxQNFuSflsFqtT9wQrtPpaDKZaLFYhHqV8roiraok\nVUpTvk6n81AEe5xD6acxGo1ix61+YgW4exw6derkkcD169ePzz33nPi7xWKhXq/n0KFDWVxczMLC\nQprNZkZFRXHjxo3cs2cP9+/fz2PHjvGjjz7ihQsX+MGWD/4pPRBqAqFChQoVKlTUQ11tHT/b+xl9\nDD5siqYs8iniW8++xd5de9Pf35+SJAn6w8yZM9m6dWsRpOh0Ou7YsUNIQCpBgEKx8PHxYXR0tIfq\nkpJM6PV6du3aVQSclZWVHD16NAGwY8eO9PLyYmJioqDwDBw4kFVVVTxy5AjDwsLocrk8ZC6VpMJm\nszE0NFRcRwnET548KeQ+FQqRshMxePBgUdFv164dZ8+eLRScrFYrhw0bJmQxlaqu0mDq4+PjEagH\nBwfT6XQ+MR1HORTVIYVOogSEqampzMjIoMlkEgmFt7c3n376aTZq1EgYjCmqQIBbk19pmlYq5Yqi\njjLHer2eer1eJEAA6HQ6RSO7EnwqwXvjxo2p0+mYkpIifB4OHTrEzZs3U6PR0Ol08tSpU2L3wmq1\nCmWh+kFmVlYWP/roI+bk5Ij1kpWVxbNnz/LcuXNiriRJor+/P3fv3k1Zlnno0CGGhIQwLCyMR44c\noSzLLCkpEZSYyspKrl+/noB7N0vx4FAa+y0Wi1Dn6tGjhzCNU9aqYnYnSRIXLFggko1+/fpx7ty5\nnD59OsPDwxkdHc3hw4czJyeHgFvitHv37rRarQwJCWGTJk2o1+s9vDaUoP4fsVaUnSJFztXhcAjq\nVf3ntdlsHt4YihndP6LpWqvVih0sAB5JkiRJ4nunXF+hRCnzoBhLKt9DvV7Phg0bsqSkhJs2beLW\nrVu5c+dO7t27l4cPH+bx48d5cNNBzsIsNYFQoUKFChUq/hn4+OzHLMgsYHFEMV/Gy9Rp3AHES4Uv\nUZZlPvXUU0xISODixYuFOs+kSZN4/PhxQfmIiory8C5QjKKcTicLCgo4d+5cjwBp8ODB3L59uwhk\nlAC2rKyMJSUlXLp0qQhorVYrR40axdGjRwvN+vDwcBGwt2rVipmZmczIyBBym/UrrU96KM+s3Ksi\nmVmfA6+Y3NXnxufm5vK5557zUAKaNm0as7Oz6ePj41GdnTBhArdu3UqXy0UAbNGiBU+dOsXz58+z\nY8eOYtzsdjt3797NuLg4Qe3ZtGmTR8+DTqcTPSJKFbx9+/bs0qWLCI6XLVvmEcD27dtXzNH58+dF\nr4rNZuOpU6dYVVUlKvDDhw8X/P7BgweLyr8iv3vixAnhMFxaWirmqW/fvqKnJSsriy6XSyjq1B/v\nUaNGsaqqSuxISZLEJUuWcPfu3dy0aZMYI0XpqqioiFOmTBFmeoMHD+bw4cPZqVMn4S1hsViYm5sr\n1o8yJ97e3h5KVU8aOCsJniItC4DR0dFMSUkRVfns7GwPY72kpCSRlHbv3t3D2Vyj0XDQoEFix0en\n09HhcHDdunWiAr9z504GBQUxPDycR48e9aD3KcczzzzDyMhILl68WFx3zZo1rKysFAld69atKcsy\np02bJsZdp9NRq9Vy7Nix3LNnD5OSkqjVahkZGcmNGzeK9/r5+XH27NmcMWMGIyMjGRERwUGDBglT\nxczMTPEMymG320Vy+8vv25PMg0phUqFChQoVKn4l3Lx5k8/2epbPN3ueYXCbqqU6UzlxyETq9Xph\ntNa2bVsmJSXR5XJx9OjR7NSpkwjqnU6nqDYqXgNKYFbf++BJaRFKwOfr60un0+nhIRAXF8eMjAxm\nZmYyKyuL3t7eNBqN7Ny5s2jUlSRJ8PIVzX6lOuxwOLhhwwYREHfo0IH79++nwWDghAkThLN1586d\n6efnR61Wy6VLl4pKtNPpZHBwMFu0aEG9Xs+IiAjOmzdPXEsJmnx8fER/xqBBg0TipYzzs88+Kygc\nUVFR1Gq1nDdvHmVZZmlpqUewb7fb6e3tzc2bNzM1NZXe3t7/l733jo/qvPLGz713etGM2qiPeheq\nSAJJCISQkCgSAoSpoVfRwUamd1NE7wYDMphiMMVgQhG2AWGK7q6z62Sz8SbZOHmzDl5jO8bGpn5/\nf0yewwwku4ll75vfu3M+n/uRNJJuee5zZ845z7dg165dSExMhM1mg8ViQUZGBrZv386wlIqKCh6z\nMWPGQKvVchfYbDZDr9ejf//+kGUZS5cu9cCj9+nTB6dOnUJRUREXPSJZ7t27N+rr69m/IzQ0FJMm\nTUJ1dTWIXN1wYUZnNBohyzKSkpIQFBTEWHnRpdbpdK2GWun1ethsNuZuGI1G+Pv7Q6vVIjc3l2Fk\nRK5OtyCZu0vYEhEGDhzI99F9CwkJQVJSEgIDAxEWFsbF9PXr19HS0oKysjKWq925cyeIiFdIHA4H\nRo8ejevXr/Mqj6IosNvt7IY+dOhQSJLExW9FRQUWLFgASZL4ORo5ciQXBhcuXEBUVBSCg4Nx+vRp\n3LhxA1euXEFTUxPOnDmDEydO4PDhw+jZsycCAgKwdetWvjdpaWmYO3cuZs6cycVKRUUF8xPy8/MZ\nZhQeHg6bzQZZlmEymWA0GhESEuIhOft9cRj8/Px4tVLMC1GIlZSUoLS0FOXl5aioqEC3bt3QvXt3\n9OjRA12LuyKTMr0kam94wxve8IY3vu+4//V9qDtVKPTdPuyfhlj8pe6tw+HgjrX7/4mkPioqijut\n+fn5mDdvHq845OfnM5Tl4sWLWLlyJasyvf3228jPz2d+RVFREZqbm3HlyhWkp6fDZrNh7969aNu2\nLR8zOzsbp06d4kRn6tSp0Ov18PX1RXFxMcOlZFlGS0sLWlpaQORpkta5c2fk5+ejc+fOHk7Up0+f\nZtdmjUaDt956CwcOHPC4ZlmW8aMf/QiqquLmzZtMLJ06dSqOHDniMW7Tp0/HjRs3OMnr0aMHtFot\nMjMz2UBMJFNr167FsmXLGEuv0+kwdOhQ9OvXj4s6ASOTJAmpqamc/It78Z29XQAAIABJREFUJlym\nBZSktZskSfDx8eH7rNFomO8gzqGkpAROpxM+Pj5M4CYiVFdXY9KkSVzYJCYm4qWXXsKyZcsQGhrK\nCWp4eDheffVV7N+/H2FhYewXIkjkhw8fhs1mY1Wq8ePHw8/PDzdu3OBVmOrqajQ3N3vwX55//nm+\nN8KUj8i1wiQKRCJXYXjkyBH4+/tDkiQmIquqim7duiE9PR1NTU0M51u1ahX27dsHi8WCHj16ICUl\nBYqiIC4ujgtQ9yJbJPDusB+RoIvf+fn5ITQ0lFfHBNflu9wzAY172osiLS2N/THElp+fj6CgIAQH\nB8NisbD5X0lJCerr67FgwQJkZGQgJiYGGzduZFO6JUuWICsrC0RPiubg4GA+5qpVq/heCEduIhe0\nKygoCDU1NSBy8Y7cOVDu2/+UD4S3gPCGN7zhDW/8r4mX17yMV0e+iuW25UikRE4IkpOT0a1bN2i1\nWuYFEBFqamqwdOlSVFZWgsgF9Zg0aRLGjRvHyacgDoeGhj4DQ3A6nR5qPO6dxO+yubvaErmw+KID\nLPDeiqIgOzubkxp3FSXROU9LS2Np1tTUVE7I0tLSYDAYcPToUSY2v/DCCzh37hzOnTuH3NxcVlMS\n51RQUIClS5dyoiegHu6EbXHOCQkJKC8vR1BQEI9Fenr6M2MkiN/fVYZUr9d7wELE16ioKE7WRbKY\nl5eH0NBQhIaGYujQoawE5HQ6GT703HPPYcCAAVygELnI7RMnTuTE1m6349ChQ+jTpw8SExNx4cIF\nLg4XLFjA3IvnnnuOk72qqirubgvCeGNjI3+fnJwMRVHQ0NCAGzducCKr0WjYPO7atWu8ohASEoIL\nFy7g2LFjTOZ//fXXceLECQwePJglSMV4PPfcc1iwYIGHQ3dJSQmys7OfGfvU1FQUFBR4QOIsFovH\naozRaPzOCbw7RE7sw8/P7xkCcm5uLrp3746UlBQQuWRlRbI9ffp0TuCXLVuGhoYGbNy4Edu3b8ee\nPXvQv39/WCwWvPnmmzhx4gSICB07dgQRob6+HgUFBWyMJzg97lwX8R5w4sQJZGVlwWw286qHxWLB\nlClT+N5WV1cjLS0NqqritddeA5GrGDQYDNBoNJgxYwYXcuLaNm/e7KEOReTi4pw6dYrhWU9zoLwF\nhDe84Q1veMMbP0A8uPcA/3LsX7CtowuPHiQHIS0kDUQu+EZkZCQURUFycjJ8fHygqio7B7dp0wbX\nrl2Dqqq8klBeXs4f4u3atcPRo0e5+05ECA0NZTjKvHnzmBQpYA/p6ekoKytjkqRIFBoaGnDw4EH0\n7t0bRMRd4MLCQsyePRvTpk3DmDFjOCk1mUzo1KkTiouLPTrYQitfdNyfTqL/b2yC7OyuhGQ0GmEy\nmZCTk8NQpqSkJF4haNOmDSd3whNCrDKMGjUKYWFhTIAVpNclS5YgJCQEYWFhCAwMhNPp9HBKPnLk\nCEO/tFotduzYAVVVUVZWhtzcXAwfPpyTRyLiVZnVq1dDVVUP6FpzczOam5s52c3MzERzczMGDhwI\np9OJhIQEhgQFBATAbrdzR3/r1q1Ys2YNF26VlZUYNGgQFzlEri533759mesgEnfhR6DT6RAZGclj\n21rFIvc58ueKXIfDwV4DYmVHkiSEh4dDr9czRO75559HXl4egoKC0NDQwL4b9fX12L59O+9/7dq1\neOedd1BaWorc3Fx2aRdbhw4dePUjNjaWx7m6uho3btzAtWvXeKyKi4sZZvdfbTNnzoRer4eqqrhx\n4wY/owMGDIAkSVwET5w4kRWwjh8/zgIEvXv3htPpRHBwMCt+CWiWv78/xo0bx8eqra1FQkICVFXF\n7t27+ZkVBcK0adOQmJjIhZPZbIZGo8Ho0aM97oeiKFi9ejUXhYmJiZg0aRKIXA2Op6/bW0B4wxve\n8IY3vNGKOPPGGRQmFUIhBf2pP15MfBE6zZPEKCgoCN26dUNKSgp7NRiNRrS0tKCpqYmT/vbt2+P8\n+fNIT09HamoqJ1k+Pj4oLS3FunXrGG5C5MJvC+iBezc2ISEBxcXFHq8lJydzB1oYXRG5OugCj92a\nZFCWZU7ONRoNFzNarRbt27fn7q7RaETPnj2RkJAAo9GIPn36MKm0qKgI/fr1Q21tLXfnU1NT0atX\nL5jNZj5HsZLwdAfa39/fI4lvbTEjICwOh8Oja63VapGTk4OsrCxObs1mM7RaLRcgiqIwpEpo9Ati\nrYAvBQYGwmQyeUjsZmVl8c+iuBBKT+LYYr581+ty/1+bzQan04n4+HgPTo3JZEJpaSk6deoEvV7P\niX6XLl1QV1fHHgSKomDKlClYvXo1NmzYgHXr1vGqz7x583Dy5EkeF6PRiM2bN6OyshJZWVkeifyA\nAQO4kCV6QuxOSkqCxWKBr68vn0dpaSl/HTx4MCIiIlgNjIiwdOlSnn9jx47lhLe4uJjPTcB33J+n\nNm3a8CrM4sWLoSgKOnfujJKSEmi1WvzoRz+CoigoKyvjYv8vbbNnz4YkSdy512g0qK+vx82bN5GW\n5moq+Pn5QVVV9OnTh1cXxbls27YNR48e5ftdXFzM+w4JCcGIESP458GDByMyMhJnzpxhwYHZs2fj\n6tWrIHIVlf7+/ti3bx98fX0hy7IHN2X06NGs6CVJEhYuXIiDBw/CarUiMzMTc+bMgSzLKC8vx/Xr\n1//HCwgNecMb3vCGN7zx/0gAoEVTFtGlU5eo+TfN9JAeEhHRITpE9AvPv7116xadOXOGiIgWLFhA\nRETffPMN5eXlkSRJRET0+PFjunbtGpWXlz9zrC+//JIuXrxIFy9e9Hi9sbGRFEUhIqJHjx7x67dv\n36ZHjx6RLMv06NEj0mg0FBYWRna7na5du0ZffvklEREVFRVRVlYW6fV60ul09POf/5xOnjxJgYGB\ndOvWLRo0aBCVlZXR7du3afny5XT37l365ptvaPz48XTo0CH64osvSFEU8vHxoUWLFtGcOXOIiGjT\npk20fPlykmWZ+vbtS7/73e/os88+o4KCAvr0009pwYIFtGHDBvr222/pxRdfpI8//phOnTpFAwYM\noPz8fDpx4gQdOXKEEhISqLGxkR4+fEhNTU0kSRI5HA765JNPKCMjgz766CMyGAz07bffEhHRqFGj\nKCkpiYYPH06KotDjx4+pffv29Omnn9JHH31EACg/P5+uXLlCNTU1JMsy/eQnP6Ff/epXRETk6+tL\nOp2Obt26RRaLhb766iu6e/cumc1mkiSJABAR0YMHD+gf/uEfPO7F119/TUREH3/88TP34xe/+AX9\n4hdPTQoi+s///E8iIvq3f/s3fu3999/n7x8+fEiyLNM333xDRESyLJNGoyGbzUa3b9/mv4uMjKTf\n//739PDhQ0pJSaHo6Gh66623qKCggH7729/Sxx9/TA6Hg+x2Ow0fPpw2bdpEv/vd72js2LFUVlZG\nOp2OdDodzZ8/nx49esTXO2rUKIqLi6NFixbR6dOnyel00sKFC+nhw4c0fvx4slgs9ODBA2ppaaH+\n/fvTV199RZMmTaI//vGPRETUtWtX+uabb+jRo0f02Wef0fbt26lNmzbU1NRE9+/fp4cPH/I1KIpC\ns2fPphEjRpDRaKRt27bRV199RQ8fPqSSkhJSVZV0Oh198skn9P7779OcOXNo8eLFFBsbS/fu3SMi\nIr1eT0REa9euJY3GlXY6nU6+Zz/72c/o9u3bNGTIEHrttdeIiCg2Npb+8Ic/EBHRBx98QIsXL6ZO\nnToREZHBYKBZs2YRAHrppZeorKyM2rRpQ7Nnz6aZM2fSypUryWAwPHNfiYh0Oh0BoIcPH5JWqyW9\nXk/37t2jM2fO0E9/+lMym830+eefU0tLC8myTD4+PvTZZ5+Rj48PffnllyTLMq1du5ZkWSZZlumD\nDz6gr776iiwWC+l0Orp//77Hse7evUujR4/m1x0OB/37v/87z6Pdu3eT0+mkmJgY+uUvf+kxz7Ra\nLW3YsIHGjh1Lv/nNb2jhwoU0c+ZM2rhxI02YMIFMJhMtW7aM5s2bR3fv3qUVK1b8xev+QeIHLU+8\n4Q1veMMb3vgfiG//+C1ubL6ByZGTIdOTTq67K7TYJEliaUmTyQSdToeMjAw2/6I/wTWIXEpAMTEx\nHh3zp6VHiegZ8mVrNn9/f8TExCA5ORkZGRnIy8vj45lMJnTv3h21tbUYPHgwQ5eElGlAQACrQhkM\nBhgMBobsOBwO+Pj4wGq1wm63Q6vVYvjw4SgsLIS/vz9mzZqFjIwM+Pv7Y9SoUaiqqgKRC0oiiJ8a\njQZBQUHIzMxkeI447vdx/UajkSFOdrudVw6ICGFhYSguLkZ6ejqvLhA94XMIjw6xH4vFAp1Oh7i4\nOIaUiVUGk8mEAQMG4Pjx4yxp6ufnh0OHDqFz585wOp3YsmULk1/F72fMmAE/Pz+GHgkfg/DwcFRU\nVHgoY8myzNfi6+vLK02tXVUS91bMRXfHZ0VRkJOTg5ycHDYBtFqtMBgMyM/PB5HLhNBdYUjwBIqL\ni/l5SUxMZDiPkCB1d1w2m80YPHgwjh8/zupOOp0OMTExeP7553letLS0YO/evfz/ggvQ0NCA5uZm\nFBYWQpIkdqgWPBGtVssKTUQuxSxB7B8wYAD/TVZWFqt6bdmyBQaDAdnZ2R5O7O7bSy+9BCLi3/v6\n+qKyshKKoqBXr16oqalhdSVxLlVVVTzXc3JyoNVqsWXLFoYKZmVlobm5GQkJCaitreVj9evXD5Ik\nwel0slTztGnTeAznzZvHf5uens5kdHci/7hx43D+/HlERUXxfB83bhy2bNkCrVaL0tJSbNiwweO6\nvRAmb3jDG97whjf+i/j2229xcu9JHBpxCIvMi9Bf6g+NrIHFZIHJZML+/fsZcy0KBiIX3lxVVSbA\nWq1WhiwkJSXhRz/6Ef/tnj17PNyhtVotTp8+jZaWFk62DAYDTp8+zfAIkagRueA/AtMsyzJ8fX0x\ncuRIhIaGcoImYCiJiYmcZAr4SlRUlIe8p9hPa9Rm/ppNuC2LaxbHl2UZZrOZYR06nQ52ux3x8fEe\niXF+fr4HFEbsa9iwYVi6dCnj+cPDw9Hc3Izly5eDyOXTIMsy5s+fD1VVMX/+fBC5oEfuyaLgiYSG\nhuLdd9/Frl27uIgT0K0NGzZgw4YNHtfV2NjI/JX8/Hzk5uZCr9ejtLQU4eHhUFUVPXv2RHp6OlRV\n5QJCYPC7dOnCidyiRYtw7NgxaLVaGI1GlJaW8nmKsdm3bx8niwcPHuTiZc+ePbh+/TpDgaxWK8Pe\nXn75ZezYsQOJiS6Sv5DEnTNnDurq6hg2lZaWhkGDBrHpG5FLaauwsBC5ubnMlRE+JE9LtLamiBH3\nNDIyknkIiqJAp9PBYDDwPI6KiuJ5W1BQwGNfU1ODyMhIaLVahu/ExsYylKlLly4gIgwfPpyfnwED\nBvD3s2bNwp49e2C1WpGUlMTu67t374bVakVycjKampqeKSDWrFkDImKfCLvdzsaQN27cwMCBAxEZ\nGcmkfrvdjpaWFvYGISIsW7YMqqoiMDAQVVVVMBgMKCgoQEpKCqqrq9mLRJjWnTt3jmFLRqORYVyb\nN2+Gqqp49913mXy+atUqfq8Sz8+gQYNw+vRphISEeDibr169GoqioKqqCrt27WKjyWPbjnkLCG94\nwxve8IY3no6H9x7ig4MfoDys/C8mOVarFUFBQdxpdU98dDodsrOzkZub62EAFxgYCKvVioKCAv4/\np9OJpKQkj8RUq9V6ONcKL4TWavcrigKTycQJu8Ph4IQqICAAeXl5jIkWx4+IiICiKOwnQOTCjGs0\nGoSHh3tIRFZWVvJKQVJSEurr6/HCCy+gsLAQJpMJEydOZEnNAQMGsImaJEnw9/dnCU9ROPn5+UGv\n17e6kHHX9hf7jYmJ4QQ4MDCQr8nHx4ex6tHR0dDpdAgMDER0dDRfp16vR2hoKHQ6HY+f2DZt2sSK\nOeJvX375ZYwePRoOh4OJ0rm5uXjllVc4+T148CAaGhp4haN9+/aclGZlZXGBJLrZRK4Vk4CAACiK\ngvHjxzMZes6cOcwNEAn3oUOHuFhqbm5GTk4OiAgZGRkeSjsikTWbzXA6nTh79izKysqY21FVVYWb\nN2/i0KFD8Pf350R+4MCBmD17Np/XqVOnEBkZiX79+uHNN99k1SUfHx80NjYiJycHSUlJWLt2LStu\nOZ1ODB482IObExoaipqaGthsNkiSxKR29zkhxsZisXwvpoY6nQ7+/v6snCWI+enp6SgoKEDbtm3Z\nTbpbt24YMGAAm+oJWeC6ujqMHDmS59u6deuwY8cO9OjRAzabjY3jFEXBvn37UFJSAiJiGeVr167B\nZrNh4sSJ2Lx5M6twVVRUYPv27TCZTAgNDYVWq4WqqmwoGB4ejsbGRhARdu7ciQsXLiAxMZGLGFVV\nmbjvdDr5++rqahw9ehT+/v68GllTU8PzYeDAgdi/fz98fX0RGRaJyTTZW0B4wxve8IY3vAEAX3z0\nBUpSSmCTbfAnV2Jk1Bu5I/z3oDYkNpFkP02MJXIpCYlCQavV8kpEXl4eJk6ciMmTJyMyMhIajQay\nLCM7Oxvr16/3kKIUya8kSWjXrh3KysogSRJDflJTU3Hp0iUUFRV5uEcHBQUhPj6eO6WqqmLKlCm8\nClNaWop27dox4ZTI1em+evUqVFXlwkVo/guCrZABFcRrrVbL5M/evXuzDK5Go0FISAjmz5/P2v/u\n41VRUYGhQ4eiU6dOkCQJoaGh6NKlCzp27Ij09HQeT6vVCqfT6bGy9F034TQsSRIcDgeMRiN3j8X1\n5ubmMqRFnO9zzz2HkSNHcldYFHDifs6fP5/J4+5QstWrV2Pv3r1MAu/Zsyc7H8uyjIyMDB53d4Ud\n4Zrdq1cvvPHGG/Dz82NTs9WrV7MQQHl5OaxWKxISEnD+/HleRRFF2q5du6CqKhISEtCrVy9kZGTA\naDSiqqqKCcQdOnRAhw4doKoqNm/ezNeXnZ3NybDD4eDX2rVrh4yMDOh0OhQWFvJcFwWMkC3dunUr\n379169YhMDCQXbJtNhvatm0LIhc5efPmzVi7di1WrFjBiT+RS51s9OjRGD58OAYNGoSKigomtLdr\n1w6FhYVo06YNP18RERGsyvX0e8XfurmbukmSBD8/PyQkJLCng5hH/v7+XOgWFxfzvC0sLMSQIUNA\n5FpREU0Lu92Orl27Yu/evRgyZAgXJDExMZg6dSpkWUZpaSn27dsHHx8fREREQJIklJWV8ero2LFj\ncfToUVhMFsgk4/Ibl3/Q92NvAeENb3jDG974u43Hjx7jl+d+iYPVB1EmuTDRNoMNErmwxUIXXyRn\n3bt3x6xZszBixAgYDAZO6vr06YNXXnkFKSkpSEhIgCRJqK6uxuTJk6HRaNC1a1c2+BJ4aiJiucpl\ny5bBaDRyR1t03sPCwrBy5UpOFkQSPX78eD62+Op0Oj0UbSRJQkxMjEcSLKRNW6Pm465K5D42RC5I\nic1mQ3BwMHr06IHevXsjJycHiqJg9OjRiIqKQkxMDEaPHs3d9+effx4bN25kSEVqaiqOHDnCEpui\nqzxp0iSsWrXKo7jRarUYPXo0FixYwOcwc+ZMqKoKp9OJ2tpaPj9FUaCqKnbt2gW9Xo+ioiIPdZmN\nGzfy6ktoaCiOHz/OeHhxzEOHDnkcS7gsi6LL/bWkpCQkJCRAo9EgKyuLz9XhcECWZdjtdmRnZ4OI\n2Enb4XDwapTocre2gBFGd+7Yd51Oh+TkZGRmZiIvLw9paWnMaaiurka/fv34nGw2G+rq6vDCCy+w\nCaHNZsPy5cuxdetWzJgxw2NFYOPGjWhqakJiYiKb3e3duxdTp06F2WyGqqrIz89Hly5dPGA/69at\nY3iQ6M5nZ2czpC03Nxdr1qzxSM6NRiOKi4s5kRbF1YIFC+B0OhEUFMSwuHnz5nEx5144rVixgt2+\nGxoaeBWgubmZ/+b06dOIjIyEv78/Dh06xK+JIlO8JvgYAvoUHx+Pbt264fTp01izZg0X7Vu2bEFC\nQgKrQYlnYeLEiejevTtfY15eHmpraxnKJIrFnJwcVl4Srwl+Q2t8YMS8I3rSnHBfFeTfkYyPrn/0\ng743ewsIb3jDG97wxt9dXL14FeeXnse62HWYT/PRxc+Fia4or4BOp0Pnzp2Zq5Ceng4iYtz8tm3b\nYDAY4Ofnxx/0W7duhaqqKCwsRKdOndjnQSQ3V69eZSz2zp07MWfOHE64MzMz2cmYiNC2bVtcvHiR\n/76wsBBET3gWRqOR4RFOp5M14IkItbW1nHRmZWVBVVVMnToVJpOJJTgnTJgAs9mMzMxMREVFwd/f\nH7t378bSpUuh1Wq5q52Xl8eJg/CoyMzMxMSJE7krHh4e/kwhYTKZ4Ovri8zMTKSkpHBSJzrirYEk\niaRGURQ+B3evC3EO6enpnEzp9XqGkhUXF0On08HpdGL27NlsBjZlyhR2ol63bh1CQkI8IGPt27dH\nREQEAgICPFyDhw4disrKSr53gj8QEhKCsrIyXL16lSEvsizj9OnT0Gq1sFgsaGpqwsqVK/m6ampq\ncPPmTUiShFGjRnE3W3TbBwwYgHfeeYeLxIEDBzKx2d/fn8dVr9cjPDwcc+bMgdVqRVFRESZMmMD3\n0m63o2/fvqipqUH37t2Rm5vLBU1mZiZSU1O5sy/+x90w8LvcM0EcJnLB4gwGA2w2GzIzM3ludezY\nEUVFRZykxsbGQpIkREZGcuLfuXNnj33HxcUx0Vwk7mJe2u125iCUl5dDr9cjMjKSV0Hci8aKigou\nKrZu3Qqj0YjMzEwPsvT58+eRkJDABZGqqjh37hz7cTQ2NmLTpk0gckGvmpqakJWVhW7duuHAgQOw\n2WwICAiATqfDkSNHuFlQWFjIc23WrFmYP38+G8BFRERg1KhRTMQXcz02NpaLD19fX3bdttlsHlyU\n73rPnl5tFTBKsU8DGfC7m7/7Qd+jvQWEN7zhDW944+8mft/ye2zoteHPfmiKxMU94RRfo6OjUVJS\nwh4AIrESHdmqqirMnDkTiYmJiIuLw4oVKzwcp3fu3ImkpCQPYzIiwuHDh3H+/HlOroKDg3Hz5k0m\n8ooEwOFwMDxDYPeNRiP69evHxlEi6bBarZyQLFu2DBMmTICfnx9u3rzJijeRkZG4fPkyzp49i/Dw\ncIbWiH0PGzYMkydP9kgie/TogZaWFjZDEyRcUSCsX78e/fr148JIJF4C+vLee+8hNTUVJpMJ4eHh\nmDVrFohc3WJFUbjYEvsVSZPZbMaiRYvQp08fTmj69euHESNGcPEirjc/P5/PRyQ+4eHhHlr77uZ3\nrSlkxD4DAgL4fiqKwlwEq9WK3r17o2/fvvx7i8XCpoILFizg+5GZmYmtW7di586dICKGZIn77+vr\ny/Ni3bp1fB6RkZEIDw/HwIEDOREXxG9VVWGz2TBixAgm7SqK4pEUHzhwAFarFdnZ2dxxF5CV8ePH\nc8EsEtfi4mK8/fbbvOIiSP179uxhBSLxfGg0GsTExKC+vh7Tpk1jnP+QIUPg5+eHqKgodO/enY39\n8vLykJ2dzdfhPsbfB2xQURQYjUbIsoyIiAiGt5nNZqSkpKBNmzbIyMhAVlYWEhMTmTOUkZHBylPp\n6ekwm82QZZldx2NjY3lFTCTZQrXqu563e+Iv3pcEmd7dw4LI5ezdq1cvmEwmxMbG8r0aOHAgXnjh\nBcydOxc6nQ49evTA+vXrUV5ejoCAAOzbtw+HDx/GkiVLoNVqUVRUhM2bN8NisSApKYk9MQoKCvg5\nS0pKgkQSSqnUy4Hwhje84Q1v/L8d976+h/f3vI+Xc1/GJJoEq2yFw+rAC1Nf4G5y+/btodfrERQU\nxKovAiIQGxuLTp06sdGXSFb9/Pz4w9xdHrQ1m4CRxMTEPAMlEOoqIkEhcnW6BS/AvfCRZRlhYWFs\nHuXv74/169fD19cXRqMRWq0WGzZswPXr17Fp0yY2ByNywSgEPyElJYWPYzKZUFNTAyIX6VKQicU5\nrV69Gi0tLXyeI0aMQEtLC1asWAEiwsmTJ9nA7s0332SCpl6vR8eOHXHu3Dk+90GDBkFRFERFRSE6\nOhrz58+HLMtcsL3++uvsQOwOoTp16hQOHjzIY9etWzd27RWcA6Ggdf36dezbtw82mw0JCQk4cOAA\nDh06hBEjRvD+fHx8oNPpMGzYMIb0CP5FZWUlQ8vcE8Xw8HA+flhYGGJiYjy6wq1JhnU6He9b7EdR\nlGegTsnJyejRowdkWWY8vVarhdVqxfTp01FfX4+JEyfCbDYjPDwcK1euxPbt23llq6qqCidPnsTZ\ns2cxdepU3m+PHj1w8+ZNLv6InqgGnTlzBkRPuuRJSUkoLCzEzZs30dzczHPq9ddfh9PpRHl5OXbv\n3o2BAwdCkiSsWrUKS5cuZZlWs9kMk8nEqlNi7HU6HReZ/92z9H1A9Vp7z8Tmbgwo9mm329kgUcz9\nwMBAfqbFKpvT6URGRgaCg4M9VLGICCtWrMC+ffvg5+cHRVH4fevNN9/kVRVFUVBfXw9VVTFgwADE\nxMQ8ox6lKAp69uyJ/fv3w8/PD9HR0ZgxYwYfx2QyITo6GoF+rgL9ndff+UHft70FhDe84Q1veOP/\nStz+t9soSSqBTbJhLs3FS7kvweHrgNPpxOnTp9GxY0coioIZM2bA398f8fHxKCwshKIo3EkfOHAg\nWlpaUF9fD0mSOGEUTrdCPnHJkiUs0Zmamop33nkHZ8+exbx58/gD2M/PDxaLSwJWJHwCKiK65gaD\nAVarlWFEkiShc+fOHr4Qvr6+iI+P98Aof19JjpCCFckqkavL3a5dO16J8PX1hSRJCA8Px9ChQzmp\nj4yMxOzZs5GZmcmJT8eOHVFXVwci16qEJEno1KkTmpqaMGjQIBC5CMQXL15kl9yuXbtyUTF06FBO\nvvv06cMKM4If4efnhx49eqB79+4gIlbsEV1snU7HXVWNRoM33ni0y16JAAAgAElEQVQDKSkpsNvt\n2Lp1KxwOB2JjY3Hx4kXW8RfjOHbsWFy6dAm5ubn8WlZWFi5duoS8vDzo9XqMGTPGI0mtqKjghM/X\n1xeKomDlypWcIAYGBjIUx2KxICwsDBqNBm+99RaOHz/O3X/Rve7fvz/at2/vgo38Sc7TPZl3T6TF\nmAtojPtKjCRJ3CX/PgpdIk/XbffC5vuai+7QJLEFBAQwAd39dYPB4AFlExwk8ZxVVlZi5cqVKCoq\nQlBQECwWC6Kjo7F3716cOHECZ86cQVNTE65cueLBizl27BiCg4MREhKC48ePczF09uxZFBUVQZZl\njB8/HvHx8TCbzTzviouLMWfOHOYyDR8+HHV1dax+FRQUxCsGZWVliImJgaIoiIuL81jhJPKE6H3X\nZ5qImGNlNpuh1+uRkpLCHJgOHTpwsyAqKgolJSXPKKDFx8c/8bEhB/5Py//5Qd+/vQWEN7zhDW94\n438sHj18hGFVw/BS4UtYSAuRrHEZoaWnurp8wcHBOHLkCCeACxcuREhICJxOJzIzM6HX6zFy5EjW\nP29paWE/BwGpGTRoEEtftrS0gIgwd+5c7nQnJCRwAiJ8IgRURVEUvPbaaxg6dCh/MEdHR+PEiRMg\nIsyePZsTPB8fH4au1NbW8t/36dMHqqoiNzfXgyB9+vRpTnBE4pCens6JpY+PD5YvX46NGzdi2bJl\nCA0NhSRJrOySn5/PCYPgZGRlZaGsrIxVkMTvDQYDIiMjERIS4iFl+10TnKcTQqPRiMTERF5pCQsL\nQ+fOnT26rykpKQgODkZcXBzDt4hcBY4o3ESxo9VqERYWhuPHj+PgwYMIDw+HLMsICgrC2bNnGRok\nEt8ZM2ZAVVXcuHGDic5ETwrFq1evcsKVkJDApmSDBg1CfX09J/TifEXi9TT8qKamBgaDARs3bsTU\nqVM9isEePXpg4sSJyM7OhtH4RA1MFHhZWVm8Wkb0ZFUqODi41UWCLMsenAo/Pz8EBgZykaDT6RAR\nEYGIiAiPrro4v9DQUL6ndrudV75EYdCacxOFkBhXHx+fZ/5GnLs4ZocOHTBmzBjExcVxl/+FF17A\n8uXL0dDQgE2bNmHHjh3Yu3cvDhw4gKNHj+LUqVM4d+4cr5i4E6hVVcX169d53ul0OjQ2NuLixYt8\nDmFhYdBqtUhOToaqqti/fz8ToU+dOoXAwECMGTMGqqqirq4Ovr6+uH79OkP+iFwrfQcPHkTHjh09\nnv/58+dzEe0uahAWFsZFZVZWFlJTU5kz4+vrC4fDAZ1Ox/AsvV7PxO6/9T5cPHTxB30v9xYQ3vCG\nN7zhjR887vzhDi4vu4yFoQtBRAjQBWDfrH3o3as3wsPDOVHeunUr2rRpA7PZjDVr1iAqKgpBQUGc\nrE6bNg1arRZdunTB9evXOdEXWvjV1dUeuvmqqkKn0+GFF16AqqoYNGiQB/5fEJwzMzM5MXvppZc4\n6REwHeGgK1Y4ZFmGw+GA2Wxmkq4oZIhc8CAh+ymKiKFDh6KlpQXXrl0DkcsR2F0z32Kx4PDhw1BV\nFU1NTSzVSOQqXLZv386JriRJWL16NVRVxdq1axm3T/RkJUFAIgREorq6GrIsIzQ0lD0Epk+fzuc8\ncuRI+Pr6ori4GD4+PuzkLDwmBFncZrOhb9++nPjIsoyOHTuiXbt2vGLj4+ODyMhI6PV66HS6VnVp\nn/aJMJlMCAgIYCdgkSCKZNTX15eLJjG27kms4Dm0JkmWJAlGoxE2m80DS6/Vavl7sdJgMBg8jl9Z\nWcmkbZHILlq0CNnZ2XA6nQgLC4PNZkNDQwMOHTqE5cuXQ6/XIz8/H2+//Tbee+899O3bF0SEqVOn\nQlVV3Lx5E3369AERcVE0bdo0j1Ubcc1CbEAoB/n6+uLo0aPM4Tl58iTsdjuv8Ajn6mPHjvH5ELmg\ng7Iso2/fvlw0CRiZe6Hj7sXxtDO8GAN3d+/WbgIqaLPZPOaN1Wr1MNcT80Or1bIalDgfUdjq9fpW\nq6K5X6vRaOTrTEtLQ05ODq/sZWZmomfPnggPD0dQUBB7V0ycOBEzZszAiy++iIULFzJRXaPRYNy4\ncYiIiHhG2clJzh+cRC2TN7zhDW94wxs/QACg3St3U4ojhVaHraZLSy5RcHYwERF9rXxNi48tpi++\n/II+++wzMhqNpNPpaOrUqfSb3/yG1q5dSy+//DL98Y9/JL1eT3/4wx9o5syZtH37dsrNzaVFixbR\n6tWrqbGxkfr06UPvvvsulZSU0OzZs0mSJI/z0Ol0dP/+/We+JyLSaDRERPTTn/6UrFYrBQQE0OzZ\ns+nOnTskSRLt2LGDvvjiC5o/fz7/XUhICG3dupW++OIL+vrrr+ncuXO0bNkyqqqqIiKiHj160O7d\nu+nDDz+kgIAAGjt2LBERNTY2UkNDA33zzTdERBQXF0eRkZH06NEj0ul05HA4qK6ujj788EOqq6uj\njz/+mLRaLQUGBtLOnTtpypQpZDAYSK/XkyRJdPHiRbp58ybV19dTREQE/fznP6cRI0bQ4cOH6bnn\nnqMVK1bQ3r17+bpjY2Np7dq1dOvWLbp16xYZDAb6l3/5Fx6L9957j+7fv0//+I//SCaTiXJzc+nh\nw4d09+5dGjp0KL3//vtERNS9e3f68MMP6Ze//CXFxsaSJEnkdDrp1q1bdPv2bSIiio2NpaioKDKb\nzaQoCj18+JCIiCIiIshgMPzN8+jBgwf88927d+nTTz+lTz75hB48eECSJPE912g09Pnnn9Nnn31G\niqKQRqMhWZbpyy+/5P//6quv6NGjR3/TOTwdoaGhFBUVRVFRUSTLMgGgmJgYKikpocDAQCIiunXr\nFmVnZ5PD4SB/f39KSUkhIqKzZ8+SLMukKAoREf3+97+nc+fOkSzL9Omnn9KXX35JDQ0NlJeXR/fv\n36fly5dTamoqrVmzhkwmEy1ZsoTeeOMNmjt3Lg0ePJgePnxI8+fPp+PHj9O8efNo/fr1NHToUFq3\nbh0tWbKE5s6dS8XFxZSQkEBERB9//DEREZnNZgoKCiJfX1+qq6ujO3fuEBHR/fv36cGDB2Q0Gvn+\nGY1GioiIoKioKPLx8SEiot/+9rdUX19Pffv2pdLSUlIUhX796197jJPZbKZbt27xvRFzX1y7CF9f\nX/rmm29IkiQyGo0UHR1NoaGh5O/vT1arlef8XxP37t2jO3fu0B//+EeeN7Is0507d+gPf/gDEbnm\nlKIo9OjRI3rw4AHdunWLAPAxPv/8cwJA9+7do7t379Ljx4//qmOLsFqtZDabeQxMJhM9fvyYdDod\n+fr6kizLFB0dTVFRURQaGkpERCEhIRQZGUl6vZ4sFgvPL/fN19eXfvWrX5FWq6WHDx+S0WikHj16\neLynSZJEcRT3zBh/7/GDlife8IY3vOGN/3Xx7Zffon9Jf6RaUpFFLoJlUVIRLp+/zBACwWsQXb/V\nq1cjODgYsiwjODgYKSkpsFgsCAoKQmBgIFavXg2r1crSjRUVFZBlGcOHD2fs+bVr1zxWHsTm7+/P\nijXjxo2Dv78/w5tKS0tBRCyj6e6yK+Qkd+7cya/Z7XacP38ely9f9jBtu379Ot59910QPcHZ0586\nmTNnzoRGo8Hs2bPZ/InIRaTV6/VITk5mgzX3rrrBYMC8efMwZcoUj+7qqFGjmCwtNPTpTx3MPn36\noGfPnigvL2dcf3BwMBRFQUBAAKKiorhT31ocvHvX312lisgl31lUVMSkcbvdDkmSMHjwYF55IXI5\nLc+dO5fVaYSs67x58/Dqq6+y0hQR4cUXX8Tly5fR1NTEkK2EhAQ2uWtpacGYMWP474cNG4aWlhYP\nZSoBGxEd5X79+sFgMPC9pD91paurqzFmzBgPmUzB+xD3uFevXh5a/+3atUNWVpYHIVuQvN35CN9l\nE7KqotMcGBiIuLg4JCYmeiiR5ebmIj8/H+3atePXfXx8UFBQgPz8fL6+rKwshISEQKfTIS0tzWOV\nSPB73GVNW0t4fnq+BQcHe4wdkWv1xs/PDyEhIR7u0U934P8rWNORI0eQnZ0NWZYhSRKWLl3qYZgo\njtWrVy+oqsoS0GazGW+99Rb7RLz22muQJAnTp0/HhQsXUFFRwfN99uzZTCQXY5yfn4+ysjJotVoP\neBiRSwa2vLzcw6xQURTEx8cjMjKSuTCCxP19GWE2HWz6Qd/nvQWEN7zhDW9443uJLSu2oHFoI5Zb\nlyOUXOo/RZlF0Gq1UBQFHTt2xMmTJ0HkwpoLwqnQyQ8LC8OWLVs8OAZhYWHYtm0b/P39kZSUhHPn\nzqG4uBgajQaTJ0+G1WpFVlaWh6nU01tISAhGjhwJVVX5f1paWtgYjYhYyUYo5ggpyEWLFnEiTuRS\nfpo5cyZCQ0MZEiIM4dx5EO7KPoJUmpCQ4EGcFUlTa5MxIlehEhMTg+TkZGRkZCAvLw9FRUUMM1IU\nBSkpKRg8eDDatm3LCY7FYsGwYcM4ySdywUysVitMJhMcDgf7KwjugKIoaGhogKqq7Jeh1WqxZs0a\n5ncsXbqUx9Tf3x8TJ06E1WrFzZs3UVlZ6cHV2LdvH9q1a8fHj46OxqVLl7Bv3z5OuvR6PXJzc3Hm\nzBnExMTwmF+6dImLB0H6rqur48KjtraW5VUFfEZg0CVJwokTJ7B9+3YPPgARYfLkybh48SIXRjqd\nDq+//jq7ML/yyivsMNypUycQubxG3PkYYuwdDgfv130T8yMxMZHPTZIkhIWFISAggOVsBQ7++0gq\nW5P8i3ks5l5oaCji4uK42BfzXrgyi61NmzbPqFyZTCbU19d7PDPR0dFIS0tDhw4dmDDtbij3126i\nWBQFxM2bN3HlyhX06tWLjxUVFYWtW7d6yAdnZWVhwoQJICJ+bygtLcWgQYO4iCopKUH37t1ZHU5R\nFIYkiX09zTn5rpvJZILdbkdgYCAXHRqNhuVpnx7nyMjIJ1LXpPeSqL3hDW94wxt/v/Hw/kP89PWf\nYnPhZhARwpQw7B+xH3179uWkwWg0Yv369dDr9dzxKygogKIoHmpGQoVFuD/LsowxY8bAz88PQUFB\nmD17NmJiYqDRaNCtWzeYTCYEBgZi2LBhGDZsGAYMGODRge/UqRMKCgqg1+sREBCAhIQE/rB3N+D6\nrh/wIvkXiYP42WazIS8vDyEhIbyiIUkSampqMGjQIMaE+/j4YOrUqYiOjkZqaqoHftxoNCIiIoKN\ntgICArB48WLWxBeKUSKZmzhx4l9MqIScakxMDK5fv84Y+aFDhyIgIIBXDdyJvVqtFsXFxYyRf/XV\nV1nBZvHixVBVFe+88w4XV2vXrmVSM9ETUnpiYiISEhIwduxY+Pn5sVnetGnT+JyEuZYkSZg5cyZf\no+jab9myBS+//DKvTogk+9ChQzh+/DgOHDjAKwP9+vXDunXrsGLFClRVVYHIReaeNGkSLBaLR1En\nxlkcm+gJmVoYoz2dRLc2CSdycWIE70fMA5GgC+lQi8UCi8WCwYMHY9SoUQgODma52uXLl2Px4sWI\njIyEwWDAiy++yB34N998kxXKRo4ciffeew8dOnSAXq/Hzp074XA40KdPH/j7+8Nut8NsNuPIkSPY\nv38/3xOhKFZbW4v58+ejTZs2cDgcsNlsMBqNvJJRWVmJbt26eazeZGZmMs/A/bpbM3aCH6XX69mp\nXYyP1WqF1Wrln8UzKN5Dvusx3ZWRxL6EMlJqairPjZycHHTr1s2DLC9JEoqKivi9pmvXrli6dCly\ncnLgdDp5n1u2bMHrr7+OhoYGEBF27NiB5uZmpKamoqqqip/f1157jWVbz5w5w+IPOp2O3x+0Wi17\nk5iNrhVJr4yrN7zhDW944+8uThw8AbvZjlJTKTpRJ5QHl0OWXB+6TqcTUVFRMBgMDK+JjIz0IAUT\n0TPEv++SWFitVgQGBrKef1JSEtLT05Gbm4vCwkKUlJTAarUiOjoatbW1nPwQuSAn4kNXnEt5eTm2\nbNmC3Nxcj+JCdDVFAlpWVsaKPadPn/bwG5g5cyZUVcWQIUPgdDrRrVs3SJKENm3a4LnnnuN9GgwG\npKenIy0tjZN4f39/xMbGekAZwsLC8NZbb0FVVaxatYoTHJ1Oh3Xr1jFsZ9asWX+xiHA4HJBlmbvi\nkiRBVVUcPXqUCwfRSQ8NDUVwcDAXcdu2bUNSUhJ3Vo8dO4YjR44gOjqaE/HNmzdj165d7Fkhxigv\nLw/+/v7s9kzkgnt06eJyFs/NzeVkzGw2IyMjwyMhFcVFa1WL3BPKp7X+iZ6sSjw9JzUaDYKCglBe\nXg4iYmK8RqPBhAkTsGPHDh5/rVaLxYsX4+zZs5AkCc8//zzGjRvnsT+73c73RPhsEBHq6+uRmpqK\ngoICVljau3cvzp49i7i4ONhsNuzbtw+qquLs2bOIjY2F3W7H/v37eX/uROrp06fz61euXEF2djaT\nz2tqarB27VouxtavX48NGzZwoSnuR2VlJerq6hAREcFQufLycl5lyc/PZ/K0SJa/LyK0gIyJ1TC7\n3Q4/Pz8mzwcFBbF8a0hICIKDg5mobjKZuEByv5+tgWCJglI4iov3hjZt2iAvLw8FBQU8bnFxcejX\nrx969+7N82306NE8t7OysljMoKGhgT071q1bhxMnTiA6OhpVVVW4cuUKdu7cCYvFguTkZDQ1NUFV\nVTQ2NsJoNLLk9ObNm7kR4+/vD5PBhGqq9hrJecMb3vCGN/4+4vHjx1g/ez3ifeOhoz+ZZZEEi8nC\nqiXumHiB6xewh/bt23N3UuDCBQZbKJGIBHblypUIDw/nZXuHwwEfHx+sWbMGTqcToaGh3I3777a0\ntDTGPAvuwIABA7Bw4UJOBERysWLFCk6qJUmCTqeD1WrlBD84OBiTJk3iYoPI5dArVkWIXKsrqqpi\n5MiRCA4OxpAhQ1jJiIj4HJYuXQqbzcbHDg4OxoULF3D69Gn+W0mSkJeXh2vXruHChQuIiIjgc05P\nT8fRo0dx8OBBPpehQ4dyB37x4sWYO3cunn/+eTgcDk7uRFLVo0cPj2RdbCEhIX82yf4+OrpWq5WL\nSZHwuCf57p4OkiQhLi4O/fv3h8lkYq8FMcarV6/mbvC0adO4A3/27Fm88847uHr1Km7evIn169dz\nchcdHY2Wlhbu0ovCRRQQ7kpakiTBx8cHeXl5UFUV48eP599t3rzZQy2LiBjWJZS/hKeA+xibzWa8\n8cYbOHLkCK8EiRUy4ZhtMBhgNBrh4+PDULKqqir0798f5eXlLO/Ztm1btGvXDtnZ2UhJSfHgPPj5\n+cFsNrdKklWWZYYmSZKEyMhIpKSk8KqTmLs5OTkehTmRyyBQQBPF/wvTRHc4l7ifGzduxK5du3ie\ndOvW7Rk1tf9qW758OSRJQm1trcf/CXM8Ihcn5urVq+x2PX78eB6f7du3Y/fu3Rg7diyPofhaV1eH\nmJgYhISEQK/Xw2azcRFVWVmJkpIS5viIaw0PD2eIkbj21hQwer2eV1zc56f7cy22QL/A/xEfCAkA\nyBve8IY3vOGNvxAfqB/Q6vrVFP3raFr57yvpHt373vYtSZKHSo9QRjEYDPTw4UNKTk6mn/3sZ/T4\n8WNKS0uj3//+9/Ttt99STU0NORwO0ul0pNPpSK/Xe3x1/37x4sXkcDiouLiYFi9eTABo8uTJtHHj\nRoqMjKSPPvqIevbsSadOnaKZM2fSrl276M6dO/T48WPasmULffbZZzR37lwiItq/fz85nU46cOAA\nbd++nYiItFotTZ48mZKTk6muro7u3btHvXr1ojt37tC1a9coKSmJ/vVf/5Xu3r1LGo2GtFotffPN\nN1RaWkoffPABffLJJ0RElJaWRpIk0Ycffkj37t0jSZJIfETLsvw3K8GI0Ol09ODBAwLg8b2Pjw99\n+eWXFBQURLdu3eJj2Gw2unPnDvn4+NAXX3xBRC7lJUmS6PTp0+Tj40OKotDEiRPp7t27tGbNGlqx\nYgUdP36cWlpaSK/X08CBA2nEiBHU2NhIr732Gn399dfk5+dH58+fJyIiVVVp3LhxREQ0bdo0Onr0\nKN26dYvu379PkiTRpk2b6KuvvqIXX3yRlZQMBgO98sor9JOf/ISWLl1KQUFBrFiUn5//F6//8uXL\nNGPGDL7mrVu30sqVK+mDDz4gjUZDQUFB9Omnn9K9e/fI19eXPv/8c1IUhSRJYqWbyspKampqojt3\n7hAASkxMJF9fX/qnf/onunfvHj1+/JgiIyNZuUcoD7nfw78l3O+33W4nq9VKRC4FJVmWKTk5mXx8\nfEin05GiKPTP//zP9Mknn1BRURHFx8f/2Wfh4cOHtGzZMpIkiZYsWUK//vWv6eWXXyadTkfZ2dlU\nX19PvXr1oqlTp9L69ev52dTr9ZSZmUkbNmwgIqLDhw/T6tWryWQy0bp16ygnJ4f27t1LmzdvJkmS\naPPmzZSfn0/t27enBw8eULdu3ejMmTNE5FIn0ul0dPv2bZIkieLj4+nDDz+khIQE2rlzJz333HP0\n+eef071796impobmzJnz345Vc3MzzZgxg7p27UoLFy4kWXYJjJ47d47mzp1LtbW1FBYWRuvWrSOn\n00m//e1vqbCwkDZs2EDbt2+nXbt2UVxcHG3atIm0Wi116dKF9z1p0iQqLCykF198kT766COKiIig\nUaNG0fvvv0/Hjh2jadOm0cGDB+n27duUk5ND169fp4CAAPriiy+osLCQmpubKSwsjP7jP/6DFZ6M\nRiPdu3ePLBYL3b59m+/1d50rfy4UUujfb/w7ReRFfC/7+7Pxg5Yn3vCGN7zhjf/fxn/843/g5KiT\nyFZc3Taj4sLu2mw21oIfMmQIiAijRo1CWFgY+vXrh5MnTyIry6W+FB8fD6fTyR1f0aVzOp2M/aY/\ndc4E3Ed0yIVKjE6nYyiUJEnw8/OD3W7nVQ76jl099+3P7edp/4HWbqLT7E5gFr9TFIW7jPSnznz/\n/v0RHR3tsQ+j0YjJkyejoaGBScOVlZXYv38/Dh8+zFCKhoYG7sBv3bqVu5U3btzwUKMpLS1ljLog\nUxO5Vkm0Wi2MRiPS0tJgMBgY7hUZGcmQKqFak56eDp1Oh7Vr1yIoKAijRo2Cqqro2rUriIiJn2fP\nnsWbb77JSlXl5eXYvn27R2fVz88P06dPR21tLY+VLMvo2rUrevfujbKyMl6hcTgcyM7ORmpqKs+1\n4OBg7sB/1/nxtOqQ+NndGFCr1UKv17OHSNeuXTFw4EC+Z4LrEhoaCqPRiOzsbFbEIiJeodi1axd/\nL2BQvr6+cDqd7Ji9dOlS2O12xMbGsrGeqqq4dOkS2rZtC71ej40bN/63nfrU1FSYTCaEh4fjxRdf\nBBFh5cqVUBSF75VYaRFj5+/vj65du0JVVZw7d46FAF599VXG44vnWKgeiX3n5ORAVVWeO2Krq6vz\nWBkymUzIyclBQEAAamtreZWie/fuOHToEBobG7Fz505s3rwZa9euxYoVK7Bo0SIMGTIEGo0GMTEx\nGDNmDIYPH45BgwahqKgIkiQhNDQUJSUlKCws5DkmSRK7jLvPu9ZsZrOZ4Y2hoaHs76IoCiIjI9G2\nbVt+zsLCwhAUFIThw4ejZ8+ePM+mTp2KhQsX8tzOzs7G1q1bsXfvXmzZsgV+fn5ssnfgwAGsWrWK\nuTOhoaE4efIkzp49C7uPHTLJuHT00g/6+eAtILzhDW94wxscn//n54gNi0WObw4G02CM9RuLirQn\nsqQGgwFbtmzBli1bQERYtmwZ4/ptNhtKSkqwfv16VFdXe3y4igRWvNapUyfmDYgkpW3bts+QXGVZ\nhtVqbdXyv7sUp0hYxFdBoBWQHXEcISlK5IL8uCf7Qhno+0g8RFIhCiRRJLRt2xYdOnRAp06dPHDc\ncXFxGDFiBMaPH4+pU6eyDG2XLl2watUqNDQ0ICUlhV28ly1bBr1eDx8fH+Tm5uLkyZMoKSnxGIP2\n7dtDq9UyFEckVYqiIDY2FsOHD/dQjyorK0NZWRk6duyI1NRUvo7w8HBERkYy1Ejcw9aOj/jez88P\n8fHxrEokYGWpqano1asX+vXrhyFDhmDkyJEYP348+vfvD61Wi+joaCxYsAAJCQlcAIhz27FjBzZs\n2PBMobFnzx40Nzd73JeuXbtixowZ0Ov1nOTNmTMH+/fv50KgsLAQWq2WCe6VlZWYMmUKzGYzysrK\nmIOi0Wh4vIUJotls5sQ5KioKTU1NaGpqYshQdHQ0Ll68yMVAU1MTUlJSYDabsWvXrr8K6iPUuRwO\nB4/fhQsX2GyO6IkRXXJyMkaPHg0il/rYihUrEBgYyOaAIoF3J0lXV1ez4aCiKIiJiUFJSQmbG4qx\n1Ov1CA0N9VCf+q5zRLxHBAQEICwsDCEhIQw/y8nJQUFBAY+h+Go0GjFkyBCWVB4yZIjHvRZ8IHF+\nBoMBnTt3xunTp3H+/Hl2mQ4MDMTRo0ehqir27NkDIsKhQ4fQ1NTERnv9+/f3gE/6+/szzFFVVVZ8\nqqiowMyZM3lOCwWqpqYmloZ1Op348Y9/jG3btkGr1fL8/vGPfwxVVbFmzRqXeR8F4bc3fvuDflZ4\nCwhveMMb3vhfHg8ePMDVs1dRklwChVrn0PvXfNj/uSTR3c9AcB9E4iwKiO7duzP2uHPnzlizZg22\nbduGPXv24LXXXvuzGHghBWqxWNCzZ0+P406YMAGqqsJisXic16xZszjh6dChA5qbmzF9+nQYjUaW\nMjUYDNi4cSOIXGRsRVGwZMkSxMbGorKyEgcPHuQOtMViQVxcHBYtWoRZs2Z5KE+JLqW4VoGVdjqd\niI6O/rPkYeGe21qlmb82gX96FcbHx4cx3uK8IyIiUFBQgJKSElgsFua+CHx2fHw8YmNjMXToUJa0\nJSIPknFJSQmuXLmCkSNHgojYm2DTpk2cyNpsNgQHB+PYsWNoaWlB//79n9H7V1UVhw8fhs1mQ3p6\nOi5fvgxVVREfHw8il1KTwOZv3bqVE16iJ0panTt3RmNjIw0u2EsAACAASURBVBed7mRrwc0oKiqC\nTqfDvHnzQOQiWBsMBkydOpU7zdevX8esWbOg0Wi4YO7WrRsaGxs9XJmF27QoJvV6PZYsWYK5c+fy\nSpBWq0VdXR3Wrl2L2bNnw+FwwGg04kc/+hEmT56McePGcQe+trYWVVVVqKio4A58bm4uO4y7q0AJ\n3kVr5pIowN25A8LFvKCggJ8FcY1Erk59cXExvy6KJ0EuXrVqFTcUqqqq8MYbb3ACv3fvXvj4+CAt\nLY3vryAYm0wm5OXl4b333mPpZqInrt3JycnMx1ixYgWIXKRz90JerMaI12RZRnl5OVRVxZEjR/i1\nN99800MtiejJyszZs2ehKAqsViu7vovnJSgoiOWFBXnd/T1yxowZUFUV7777LiIjIyFJEmJjY9HU\n1IS9e/dCr9dDURQkJSUxuXrbtm3Q6XQozivGfJrvJVF7wxve8IY3fph49PARRvcdjZKIEo8PMKF+\n4t6BIyL07t0b7du3hyRJ3D3t2LEjBg0ahP79+3Oym5+fz5AM9y0gIOAZ7XJxvNYkuKLDLjqQ0dHR\nSExMRGJiIjQaDROxiYg76eHh4ejZsycXJCJxjIuLQ9u2bfnae/XqherqaiQlJUGj0cBgMPDfCnJs\nTEwMw7FEsicSqdYm7yKhCA4OZsUbIhfcq6ioCJ07d0bXrl1ZAjYnJwe1tbUoLy/nznBlZSWio6P5\nnMRqSlJSEqqqqrgbL77a7XZ06tTJoyvv3h1/OhFszbU9PT/EmLpL4lZWVqJz584M/WnXrh0mTJiA\nqVOn4oUXXkBGRgZkWcawYcOwfv16LF68GDabDU6nE7t378aJEydY6SYwMBDXr1/H6tWrQfRExjcj\nI4NlTcX5aDQaaLValJaWcqIrzn3BggWYP38+YmJieB9arRZFRUXQaDTQaDRwOp2oqKhg0zuxz8TE\nRMTExHAy2VqonF6vh9Vqhb+/P0JDQxEVFYWEhAS0adOGO/CdOnVCeXk5mxUOGDCAfViCgoIwZcoU\n7saLbcGCBXj55Zc9YHfDhg3DoEGDmDQsyzJeffVVHDt2jK+vpKQE169fR3x8PPr164e1a9fy/c7N\nzUX79u15LsbFxUGWZRw+fJhXhyRJQp8+fdDS0oLLly/zyuWwYcOgqipOnjzJRnpvv/32f1k0ChK1\n8IFRVRUlJSVIS0uD2Wz2kF+tqanB+fPnPUz/Kisrce7cOeh0Omi1WsybNw92ux12ux3/H3vvHV5V\nma6N32v3lrLTs9NDEhJSSIAAIQkEEggtdKSJlAACUqKGIr0qoFIkINKLCDigqICMSkdKssGjc0Yc\ndRzHLnbpgXD//tjnfSZbZ75zBpzznfP79nNd6yKs7Oy11vu+a62n3M99R0REeAWtu3fvJgCvapCi\nbW3QoAEnTpxIvV4vEDfV8D1p0qRfJVamT5/OkydPCnVyWloajx49yp07d9Jms1HTNDZu3Fh0UDZv\n3kyr1cq8vDy+uulVzsEcXwDhM5/5zGc++23t8sXLPLHoBJ+Me5J66KnD315eLVu2ZHJyMnv37i3Z\nY6vVSqfTKS/FRYsWidM0f/582Z+bm8vw8HAajUahMFSOkaL8VPCZ+g6rYsBRDmpERATHjBkj8BgV\ndLhcLsmkulweoTo/Pz9GR0czPDycwcHB9Pf3p91uv2uK2H/WGTYajeIEqMpAfaE5da7KyQI8LEj1\nGVS6dOnCadOmcdasWeLkBwQE8Omnn+aOHTu4Z88ejhgxwsvJUIwzNTU17N69O/V6PadNm8bIyEjG\nxMQwJiaGERERgtOPioqS89m6datQidZ36BUkoz7ef8SIERw+fDgjIyMFnubn5yewjUWLFvHQoUN8\n+umnqdPp6O/vz/Xr10uFISoqijqdjsnJyXzkkUekGgBAGHxUZUaNkwr2FBxIaQEop9lsNt+1OnL9\nObzb71CVCqPRKOxd6enpEhTp9XpGRkayV69eMh/14XMAWFZWxkcffZR9+vSRfcOGDeNzzz3HnTt3\nSsAbGBjIPXv2/FNMRaoXoUmTJl79KwaDQaA9NptNgtFx48Zx/fr11DSNwcHB7NGjBzVNk/tSUc0q\n6AzgCUpV5j89PZ35+fk0mUxs1KgRAU+vTNeuXbl3715Z+3q9njU1NdyzZ4/Xc2HIkCFCQ1tfmyIq\nKooxMTFevSB79+5lSEgIk5OTJahYsGABNU1jv379vMaptLSUzZo147Zt2+Q50b59e1Etrz8fCxcu\nFBpkdb5xcXHs06cPExISvMb25ZdfJgCuWrVK9qWlpbF9+/YMCAgQBrr09HQ2btxYrlFVpiorK/nA\nAw8Q8PQmqediVlYWT548yRdffFHujby8PBHP3LlzJ/39/Zmdnc2TJ0/y0LOH/lsCCB8Lk8985jOf\n/T9g169fx/B+w/HKwVeQcysH4Vo4nFlObHt3G67fuA4ACA4OxnfffQeLxQKj0YhLly7BarXi2rVr\nMJlM6NWrF2pra1FbW4tPP/0Ub7/9NiwWCxo2bIi6ujr85S9/QV1dHerq6nDz5s3f5LwtFgv8/Pxw\n69Yt/PDDD/Dz80NcXBxsNht++OEHfPDBB4iIiEBubi4sFgvMZjPq6upw4MAB3L59G35+fvjqq69g\nsVhw48YNNGzYEO+++y4KCgpw8uRJNG3aFOfOnUNYWJiwIfXr1w/Hjx9HQUEBBgwYgHfeeQcLFiwA\nACxYsAAmkwm1tbU4cOAAjh8/jvT0dBQXF+PKlSvYunUrbt68CT8/P6SkpODcuXPw8/PD5cuXQRJG\noxFOpxPffPMNjEYjamtrAdw5Ww8AmM1mYdy5fPkyrl+/Dr1eL2w8Fy5ckPnQNA1ZWVl4++230aRJ\nE7z11lsIDw/HV199JQxYvXv3xvXr17F//36Eh4cjIyMDhw4dgsvlwpUrV1BXV4fbt2/j6tWraNas\nGdxuNzp16gSn04kXX3wRN2/eRFhYGHJzc/Hpp5/i/PnzAACDwYC0tDR88cUX+O677wAAdrsdBoMB\nP/300x2vEbPZDKPRiOvXr+PWrVvQ6XRwuVwy55999hn8/PxgMBhw7do1pKWl4U9/+hOuXLkCi8UC\ng8GAK1euCEPW1atXvViQ1HwrZrBfMobdqdU/hpr/0NBQmEwmfP7554iIiIBOp8MXX3yBzMxMRERE\n4Pjx4wCAGzduoE2bNmjZsuU/ZB/7e/uWL1+Ojz76CFu2bMH777+PgQMHyhwmJyfj2rVraNCgAY4d\nOwZN02AwGAAAgwcPxujRozF27Fi43W4AwIYNG9C4cWN8+OGHGDFiBC5fvoxHH30UHTp0AAAMGjQI\nH374IXJzc9G1a1fMmDEDKSkpyMjIwLRp0/DNN9+gT58+uHLlCrp06YLJkyejTZs2CAsLw+XLl3H1\n6lWMGzcOQ4cOxbVr19CzZ098++23sNls2LVrFyIjIwEAFy9exMiRI6HT6bB+/XoEBwfjxIkTqKys\nRKdOnTBr1ixhZgKAuXPn4uOPP0ZWVha2b98OAAgLC8O6deuwa9cuPPfcc4iPj8fHH38Mg8GABQsW\nYMGCBbh27RocDgeuXLmC3NxcfP/99/L3APDtt9+iY8eOWLZsGQoLCwEA5eXliImJQb9+/TBixAjc\nuHEDiYmJaNq0KSIiIrBy5UoAnvvg2LFjuHTpEtq2bSvf2bRpU1RVVeH777/HwIED8dNPP6FNmzZY\nvHgxDAYDPv30U4wYMQIhISF45pln4HA48NN7P+HEvScw6twoRDaJvOP1+Z/avzQ88ZnPfOYzn/1f\ntT++/UfOGjqLoaa/NcHe6abT6WixWETcSe03Go2Mioqi3W7/FTOSyWRidHQ027Vr55XlHTFiBLt2\n7er1/SUlJXzllVckw1lYWOiV4Xv88cdpNBrZqlUryb6pffn5+Tx58iQPHz7M5ORkBgUFMSkpiQ6H\ngy1bthR12BdffNEr428wGARXD4DDhw9nTU0Nw8LCOGrUKK5cuZJms5lhYWGMj4/3Op8zZ87Id82b\nN0/0GzRNo9PplOx+fdXr8PBw3nfffZI5V9n3efPmeTWex8bGcu3atQIz6dSpEydPnsxx48axvLzc\nC7eflZXF/Px85uTkeDUuq6pM/TFWDbB3uxb+T5uCtthsNq/zUeJX9T/XpEkTyS4rWEtGRgaHDRsm\nWgIq81tWVsaNGzdy27ZtzM7Optls5saNGwUrnpqaSr1eT4fDIcw9NpuNLVq04KlTpzhgwAAmJCQI\nQxj+I1t88uRJaRxW2/79+5mXl+c1xmfOnGGfPn28yABCQkK4Zs0auT+Cg4O5bt06ZmdnMyMjgwEB\nATIHYWFh0kTdpEkTqbhkZmaKara6R+Li4lhQUMDc3Fyv45lMJoaEhHjphNzJHBmNRq+5UdAt1ZBc\n/7N6vZ7p6ele4wGAffr04f3330+HwyE9DkOGDOGaNWs4b948wf/v2rVL7oXY2FhpKna7PWKL6l7o\n0qULAXDu3Lls1KiRrNMpU6bI/KrrVVWFN954g4mJiQwPD+crr7wirFBms1mgVL+swvTu3Vt6K4YP\nH07AU+1S4xEcHCzX2r59ezlmYmIijx07Jpor0dHRXt975MgRAp5qXP2m9fbt29PtdnPs2LEEPBWW\nvn37Mj8/X649ICCAbrebr776qtcYz5s3j6+//rrcAx07dpTm6v379zMyMpLx8fF8/fXX5Zi+CoTP\nfOYzn/nsju3bP30L99NujF45Gn+9/VcAgNPfiR9+/gFmsxmAJ4sJQKoMZrMZmqbh+nVPRSIjIwOt\nW7fG0aNH8fHHH+Pq1auIj49Heno6amtrcejQIYSHh+Obb76BXq+HTqfD9evXfzMuc8BTgfD395cM\n6s2bN/Hpp5/C4XAgIyMDNpsNP//8M86fP4/AwEAAwKVLlyRbXFxcLBz0s2fPxksvvYRz584hKysL\n7733HjIyMvDRRx+J3sGBAwdgs9lQVlaGpk2b4uTJk2jcuDHsdjv++te/YvLkyaitrcWNGzdQW1uL\nOXPmICIiAl9++aXwuwcEBODmzZvyOQDC3f/+++9LNcBsNsPPzw/ffvutZLnvZpxu3bqFuro6RERE\n4Mcff5RjAwA9kGU4nU40bNgQZ86cgcViwfXr15Gbm4vPP/8cOp0On332mfyNwWBAu3btUFhYiA8/\n/BBbt24VDYQ+ffpA0zScP38eBw4cgF6vF72Es2fP4vr162jcuDGOHTuG2traX60tk8mEW7duwWg0\nep3nnZjJZJKqSFBQEC5duoS6ujqQhNVqRWZmJqxWKz766CN88sknIImAgAD89NNP6NSpE5KSkvD2\n229Ldh8AlixZgpMnT+Lll18G4KkQTJo0CefPn8ef//xnfPnll3ItERER+OqrrzB06FD8/ve/h8lk\nQlhYGN555x2EhYVh3LhxmDJlCoKCgvDDDz+gc+fO8Pf3x44dO+Dn54cjR47g4sWL6Ny5s4z7smXL\nkJeXB+BvOgd1dXW45557MGnSJADApk2bsHr1agwcOBCjR4+W6mD99an+VT+//PLLuHDhAoYNG4YX\nXngBf/nLX5CZmYns7GxcuHABbrcbBoMBt27dQnBwMOrq6vDjjz/CZrPh6tWrADy6J3dbYTQajTJv\n6rtUNadBgwZwOp14//338fPPPwMAHA4Hbty4gbZt2+LEiRNSSfr+++9x6dIljBw5EtHR0fjyyy+x\natUqJCUlobKyEg6Hw6sCo2kahgwZgk8++QRz585F48aN0aNHD2RmZuIPf/gDbDYbQkNDERwcjLfe\negvTpk3DwoULAQBt27bF448/LlW6zz77DJWVlejfvz8Az/M0Pz8f8+bNk7msqKiAXq/Hk08+iVOn\nTmHChAkAPPcrADz++ONYtWoV3nvvPcyfPx/bt2/He++9h7S0NCQmJuLgwYOw2+34+eef0aNHD0yf\nPh2apuGHH37AyJEjcePGDaxfvx7h4eEytr4KhM985jOf+eyfsk8+/oSb5m7iioIVnIIpnBE4g0G2\nIMlUPv3005I5U/v8/f0Fa1ufVrW4uJg6nY7t27dnWVkZMzMzOXv2bGEjOXPmDP38/Dhx4kTu3r2b\nISEhkqmz2+2ScVR9AICHI37gwIFeNKGAp+9i5MiR8vc5OTkcP368NDMnJyezc+fOLC4uZn5+PlNT\nU6nT6Wg2m0XVuH6DsdrqH/tfudXPAut0Our1eq+GY8CDWc/IyPBqGO/QoYNkXVUFJDQ0VPpE2rVr\nJwq5ChPfs2dPvvrqq8IytXLlSslimkwmbtq0iW63m88++6yX3kSfPn3o7+8v7C3qHB588EHpX1Fj\nOHHiRPbu3VvO4YknnqDRaGRISAjj4+O9qkBHjx6V72rSpAlPnjzJzp07MzMzk/Hx8ZJ9V9lkvV7P\n4uJiDhw4kFarR1dE0Vu2bNmSp06d4oMPPkhN01hSUsLnn3+eO3bs4ObNm4WyduDAgXzsscc4depU\nhoWFyZh3796dw4YNY2lpqTSQK2YopRaO/8i+q3tAsQX9FuvAbrczPDxcxl3TNGZlZTEzM9PrM6rf\nIDIykoGBgRw3bpywUuXm5jItLY16vZ7l5eW8//77qdfr2bRpU9Hp6NixIw8fPswzZ84I7WePHj0k\nM/1/2srLyxkeHi50swC4dOlS+b3KzAPg2bNn+eabb3pd4+LFi1lSUiIVIE3T+NRTT/H48ePSyB4a\nGkqXy8UmTZowLS2Nq1evFvV2u93OwsJCTp48mRUVFczMzGRgYCD79+8vvQfh4eEsLi5mq1atfqUP\nEhMT40UpfLfzVf96w8PD5RysVqvc14owAvA0248YMUKIEwAP5ev8+fO5ZMkSAuC9997LjRs38tln\nn2WLFi2Yk5PDgwcPcunSpfKMADysYzU1Nezbt++vSBfWrl3LI0eOyNpUn1XVtoYNGzI4OJgvvvji\nr+b4v6sC4QsgfOYzn/nsf7n9/MXPfGPWGwzRh/zDl+UvoQ7q/4pZSO1XEBN/f3+B/lgsFoaGhnLw\n4MFs06YNdTodo6KiaLFY2LhxY/bv39/rRZyXl8eSkhKv45lMJubk5IhjXd+JVbSVd+oIGI3GX/H4\nu1wugWmo5kVN08RRs1qtEvQEBgYKi1KvXr2YlZVFwANl6N69O7t168bIyEgGBwezQ4cOLC4uZlFR\nEQsKCqjT6aSBWo2joma9G+emflAQHh7O2NhYaWoODg5m8+bNWVhYyOLiYq/gqUOHDuzfvz9tNht1\nOp3QULZp04Ymk8mrQbR169Z8/vnnuWfPHoFI6HQ6nj17ltXV1V5rpaSkhEVFRczLy+OqVatk7tVY\nFRUV0WKxsEmTJiwtLaXFYmFwcDAfe+wx+R69Xs9WrVrx0KFDDA8Pp6ZpHDt2rMzdmjVrOG7cOAJg\n//79heZSbdXV1SwrK6Ner+cTTzzBs2fPsk2bNuJc7t+/nwcOHKDL5aLL5RLY2fPPPy/MN5qm8ciR\nIzxx4oSsVQAcP3488/LyBGKknEUAHDVqlMBWAA8EZcaMGYyPj/dad+np6Rw0aJDcC3q9niUlJUxL\nS5PPqHUeGhpKu93uxRB2p+tEBQJms5lRUVFMTExkamoqs7KymJuby/z8fLZt25YdO3ZkcnKyNPir\ngKxTp06srKwUpin1fffcc48EuGotVlVVMTc3V1i5EhISGBwczL1799JisTAoKIgRERHct28fu3Tp\nwuzsbKFXVc+XcePGyZz26tWLaWlpdLvd3LZtmxyrX79+PHv2rBeESK/Xc/Xq1Tx9+rQkFwAPE9yz\nzz7L4OBgJiYmiqjitm3buH79eq5evZqLFi1iQkICTSYTMzMzabfbOWbMGIFeZWVlyfXWn4/IyEgJ\nABXMy2az0WAwyP11N/e50kv55fekpaVJ8GCxWGgwGNi+fXsOHDiQ4eHhNJvNHDRoEB966CFWVlZy\n0qRJnDJlCqdMmcKJwyayK7rys5rP/qXvHR+EyWc+85nP/hcaSTwy+hF8dPIjXLlwBW/hLXzFr5CV\nlgW704633noL165dk0ZNl8uFL774Qv5ep9P9JvCRuzEFodHr9bh9+zbsdjsCAgLw+eefIzY2Fikp\nKbBYLPj6669RU1ODhIQEdOnSBX5+fgKpePrpp3Ht2jWByQQHB+Pq1av4+eefERISgqqqKjz00EP4\n9NNPMW/ePFRVVeHixYtwuVz44Ycf8MQTT2Dv3r3405/+hIsXL+K+++7D2rVrAXggT2VlZQAgEJLl\ny5fL+dfW1qKoqAgksW7dOiQlJaF79+747rvvoNPpYLFYBPah5iEpKQkJCQn4wx/+gB9++AF6vR5X\nr15FUFAQJk+ejFu3bgnk5K233sJrr72GhIQEtGrVCrdu3cIHH3yAc+fOITw8HMnJyfjTn/6Eb775\nxqsJXJmmadDpdHfU6KtgLMocDgfq6upgMBiQlJSE69ev48KFC/LZ5ORkuFwuHD9+XP6ub9++OHr0\nqJyX0+lERUUFNm/ejE8++QQBAQG4cuUKEhIS8N5776FDhw547bXXUF5ejtGjR0PTtF+dV11dHaZN\nm4bjx4+jefPmOH36NKZOnYqNGzfCaDRC0zTcuHEDGzZsQG1tLYYPHy6N3woG8+abb+L69esoKCgA\nADzyyCPo3bs3Hn74Ybjdbly5cgWtW7cWSNOCBQugaRpmzJgh8LycnBy8++67WLVqFa5du4bx48dD\n0zQkJyfjiy++QFpaGtxuN7KysvDnP/8Zly9flkbeJUuWoKioCLNmzcLx48dRW1uLBx54AMuWLcPm\nzZsRHx+P7du3Y926dQA8DczFxcUCRzp37hy2bduGhIQE9OjRAyRx4cIFHDx4EJGRkcjPz0ddXd2v\nIExXrlzBH//4R9y6dQsRERHQNA1ffvklLBYLbt68eUfrpP4ckYSmaYiOjobdbsfFixdx/fp15OTk\n4ObNm6iuroZOp0NmZiYyMjJgMpnw5ptv4tKlSxg0aBC+++47bNq0Cf7+/vj5558RERGBr7/+GmPH\njsW7776LI0eOwGAwICMjA//+7/+OKVOmYMWKFbh8+TLMZjNCQ0OxceNGBAUFeZ3jjz/+iPHjx+Oz\nzz7DihUr8NZbb2HTpk2IiorC559/jsuXL2PBggXo2LEjbt++jW7duuGrr74CACxatAi5ubkoLi7G\nkiVL8N1332Hx4sUICQlBTk4OZs2ahZ07d2LVqlVo06YNqqurUVxcjNzcXFy7dg0vv/wyvv32W+Tl\n5eH3v/+9wN4SExMFjqka6BUBxK1bt2SfwWCAXq9HbW3tPw0N/azmM0Q1i/qn5/S/ar4Awmc+85nP\n/hfZ9Z+u451t72DD4g1Y+5nH0dVpOtzmbTgcDthsNnz//fe4desW9Ho9IiMj8dlnn8FqteLWrVuC\nN+7UqRNCQkKwa9cuwd5PnjwZBoMBjz76KFq2bIkzZ86gXbt2+Otf/4q//OUviI+Px6xZs+Dv74/3\n3nsP06ZNEyaaoKAgZGdn4/z587BYLPICNhgMaNWqFfz9/bFv3z65jvz8fBgMBhw7dkw+l5mZibq6\nOnz55Zf45ptvpPehtrYWV69evWvctU6ng6ZpqKurg6ZpSEhIgNPpxCeffIKffvoJt27dwu3bt5GW\nloYLFy6gTZs2aNiwIUwmE/bt2wez2YwBAwbAZDJBr9fjueeew9tvv40WLVpg4sSJ+OGHH1BZWYlr\n164BAKZMmYLFixfL8a1WK1566SWsXLkSH3/8MW7evIn33nsPALB+/XpkZ2f/6pyPHDmCadOmoXnz\n5li8eDEsFgsOHz6M6dOnIzQ0FF988QXmz58vvQcPPPAAAA+rzJYtWxAaGop33nkH5eXl4pBMnz4d\nCxYsQF1dHZxOJy5fvoy4uDh89913uHnzJioqKnDo0CGcPn0acXFxcLlcOH36NCwWC4KCgtC4cWOc\nO3cO33zzDTRNk94Dp9OJTz/99DdhljIYDH+XRchkMsFoNOK9997DjRs3kJCQgLS0NFy9elXWUvfu\n3YUx6ne/+52wKrVr1w6HDh3CihUrsHnzZpw/fx5t27bFxIkToWkaysvL8e2338LhcODo0aPYvHkz\nqqqqEB8fj7/+9a/o3Lkzzp8/jy+//BIAMH36dPTs2RMAUFJSIn0006dPx1/+8he89tprwhqkAsl+\n/fph0qRJuHz5Mnr27ImffvoJVVVVsFgsGD58OHbt2oU33ngD69atw5AhQ0ASW7duxahRozBy5Ehx\n2M+ePYvKykqkpqZi2bJlcDgcOHv2LB5++GE0atQIS5cuhcPhkPG8ePEixo0bh6+++gq1tbU4c+YM\nSCI3NxfZ2dn4t3/7N1RWVuL8+fO4cOECvv/+e6/kwsSJExEZGYmZM2fi5s2bSEhIwJAhQ3Djxg18\n9dVX2Lp1K+rq6tCgQQM0b94ctbW1OH/+PL755hs0a9YMP/30E9566y1ZmzabDbW1tfj2228lML2T\nZEb9NabX6xEUFCT3p8FgAEl8/vnnqKurQ3x8PGw2Gy5evIivv/4aBoMBCQkJ+OCDDxAdHS3Jix9/\n/BE6nU76hlRA4+fnB03TcO3atbt+FtlsNvj5+eGbb77B7du3oWkasrOzcenSJXz44YcAgOjoaOTm\n5sJsNuP27dvYu3cvamtrUVpaipycHLkfDAYDdDqdBKhXP7+Kd5e9iyfdT8LV1HVX5/l/tH9pfcNn\nPvOZz3z2m9hXb3/FV+5/hQvtC9lb602dpmN+Tj4HDhxIAJw5cyb37NnDsLAwGo1GBgQEcPfu3Xz4\n4YcJeBhgYmJiRHgtKSlJeh5U+bx///48dOgQAQ/WWYlvuVwu5uXl0el0MjExka+++iqrq6sFsmMw\nGLhjxw6OGTOG/v7+XvAdvV7PUaNGMSQkREryVquVb775JhcuXEjAoxFgMpm8WFOGDRtGAJwxY4bA\nHaqqqmi1WpmVlcW9e/eyX79+cgyLxUKr1crIyEja7XYOGjRIoAjqOq1Wq2Cqk5KSRKk3MjLSSx1X\nwViCgoIYGhrKgICA30zxWZ1nfVgG4GHzUf0mvXv3PG2GAAAAIABJREFU5oABAzh06FCOGjWK3bp1\no8FgYExMDKdOncpHH31U9ADCwsL49NNPc+PGjV4ifQqbfvjwYTZo0EAgUYmJiTxx4gTtdruMRVlZ\nGbt3787Q0FBGRETwvvvuk+9R+Ph58+YR8PRq1IcR7dmzh3q9nna7nXl5eTQajcIspWmaF7QtICCA\nTqdT1JUtFguXL18uEJ/S0lIuWLCAM2fO5JQpU1hRUcGxY8dyxIgRHDx4MPv168eePXsKDM1isVCv\n1zMlJUXEtZQOwy+ZhP7ZzWAweMG9DAYDExISvNa2Tqdjfn4+O3Xq5AV70TSNiYmJXsrGauvfvz8X\nL17M2NhY6vV6Jicnc+/evaKI3KlTJwLwgvkoWNfAgQO99Aw2btxIPz8/LzVitS8tLU327d27l1FR\nUQwPD+eYMWMIgNXV1Tx9+rTAcObMmUO3282OHTt6wQmV3soDDzzAkpISEWZ0OBw8ePAgDx8+zNzc\nXJpMJpnvZ555huvXr2f79u0ZEhLCxYsXS68G4GE2GjNmDMvLyxkdHc3IyEj26NFDYElKN0OtWavV\nytDQ0N+cPUypvt/t9xiNRtpsNi+2tfj4eKampgpk0263s2XLlvI3zZs3F+ihWlOdO3eWNaeY7hYu\nXMhNmzaxqKiImqYJRGz37t08c+bM39UB8fVA+MxnPvPZ/+N28/pNvrP9HW7I38A5mMPF4Ys5rGAY\nNU1jt27dhBbwoYce4o4dO+h0Omk2m2m32/nss8/yueeek56GxMREOp1OBgcHs6yszIs+UG0AOGjQ\nIALg8uXL6Xa7RdgoPT2du3fvZnh4OF0uF5s3b+71co+KimJpaam8IGfPni0/W61WGo1GOhwONmzY\nkJqmsUWLFnLMrVu3cvny5dTr9ezSpQurq6uluVCn03nRIioHSVFb6nQ6FhUV8eWXX5ZrHT16NKOi\nohgWFiaYb+WkR0REMCgoiKNGjaLb7ebp06elSVKJ5e3fv58AuHLlSjluRkYGu3fvztOnT7NXr17U\nNI2VlZVMSkoSTLhyYs1mM4cOHeoVdBQUFMj4qP1Wq9WLUjQ8PJyZmZlMTU1lYmIio6KiJID5rZwn\ndX7qZ9WQ6u/vLwrKwN+Cri5dunD8+PGsrKz0Cgb69u3Lqqoqrl27llFRUeIE3XPPPTIO9RV9AU8j\n+bp16xgREUGr1crmzZtLTw0A7tu37z9tAlaO6OjRo3n06FGmpKTQaDQKpeumTZukUdxqtcq9sGzZ\nMjlHk8kkYn1lZWVMTEyk2Wxmo0aNaLfbGRISwsmTJ0t/h2pwV8FAUFCQBD06nU6cRJvN9ps1+BoM\nBtrtdjqdToaHh4uzGRgYyOzsbLZo0YKFhYXivNvtdhYXF7Nbt25s27atCNm1bt2aFouFDoeDnTt3\nZm5ursyruodcLhc7duzItm3begUPwcHB0juiNjW3d3NtZrNZHGF1bunp6aK6DIANGjRghw4dxKFW\na6+goECojTVNo8lk4oMPPsixY8dKP0lUVBRnzZpFp9PJqKgo7tixgydPnuRzzz3H4OBgaew/ffo0\n3W43bTYb4+LiaDKZuGTJEnbq1EmSJb/73e9YVFREAMzPz+dTTz3FJ554gmFhYUxLSxMK61GjRnHU\nqFEyPiEhIWzevLkEtc2bN5f1pNaNCh7uNojR6XSimm4ymWgymmiAgZ+c/eRf+n7yBRA+85nPfPY/\nzH74+Ae+Me0NPh72OOdgDle3WM1XFr/CB8Z6nPkBAwZw8uTJBMCRI0dy48aNdDgc0oy8fv16btiw\ngX5+ftJAbLfbuX37dkZHR4szommaZOzj4+Ml0wmAq1evFqdNNdjOnDmTr7zyirzUTSYT27dvz1de\necVLtXjevHmsqanxeslZrVbu3LmThYWFkkFWzsr+/fvpdru5cOFCL+XY6upqye6uWLFCzqe+GnO7\ndu148uRJaRJWKrqhoaF84YUX2KRJE3F4goODuW/fPkZFRXHo0KE8efIkW7VqJQ3QiYmJdLvdohXx\nzDPPyDFTUlLYt29fOfbUqVPpdruZnJwsWgWaprFLly40mUy02WxeTv/06dP5xhtviDOq0+l44MAB\nLl++nAAkUFOBzd/bnn32WXFiy8rKuG/fPi5ZskQckNjYWC5dupRLly5leXm5HNtoNIoTVD8LGhsb\ny44dO3pVLpTDrFiKAgMDGRAQ4NVof6ebaj5VjftKsVsdq6ioiGVlZezTpw8HDhzIYcOG8f7775cA\npqysjIBHH+SJJ57gU089JY3O/v7+fOaZZ7hgwQIZd51Ox/Xr19PtdvO1116Tdd+yZUvW1NQwJCSE\nQUFBDAgI4JYtWzhgwABhJevbt6+c98aNG0WnQa/X85577qHb7ebMmTPlM6qCtGnTJpljwNM0PGHC\nhF8FBl26dJGAtrCwUILfyMhIJicnMy4uji6Xi6GhoXQ6nfTz85Pm5t+qGvafbcoprb8vKChIKk5q\nX0JCAlu1akWHw8GwsDBR3Fa6JJMmTeIjjzwinx89erSwFKWlpbFNmzY8ePAge/ToQcCjL6Ey62+8\n8YYcKy4ujqdPn+bp06cZHx9PwFOFOnDgAN1uN5944gnqdDqphsTHx/O1114T1W1/f38mJydLZfWF\nF17gzp07JfCYPHkyn3nmGRYUFNBmszE2NpZz5syRaijgCayHDBkiyZCCggIaDAY6HA7m5ubSarUK\nIYNaL4BHXf1ukgBqzAMCAhgYGCiVtsjISMbGxjIuLo7x8fFMTExkXFQcQxH6L2+i9gUQPvOZz3z2\nP8Bu193mBwc/4I5uOzhXN5cL/RZy64CtPPK7I6ypqeGQIUPEwZw7d64EElVVVbRYLHQ6nTQYDFy5\ncqWw5GRnZ7NRo0YEwIULF/L3v/+9OATK2VQZsJSUFLrdbnmJ33fffeK4JiQkMCkpiTqdThw2k8lE\nvV7PZs2acf78+V5OzZYtW3js2DEvBxYAKyoq2KRJk1/RJ9YXQZo2bRoBsLy8XMTa2rRpQ7PZzHXr\n1gnsSTmkERERbNOmDfV6PR966CH6+/vT4XBQp9NJhlAFKjqdjgsXLmRiYiJ79+7N7OxsWq1WgQ4o\nNpidO3cSADdv3iznFRcXJ7AhBS9ZsWKFsFQB4LRp03jPPfcQ8ARs9R2J6OhoxsTEeGUcR44cKdSP\nhw8fliDioYce+rsBxKJFi6hpGq1WK10uF1944QWZD6PRSJfLxb179/LMmTNSIVKbogANCgqSDGxi\nYiKrq6sF0gR4giy3283t27cT8FSH3G63QOGys7O5atUqOhwONmjQQMTvVDa5vpPUo0cPr//bbDZa\nrVaWlpbSYDBQ0zTm5uaKcGBOTg6zsrLYsGFDJiQkMCoqiiEhIVIduRvn65dO9y8z7SqQru+gK0iK\nmt/6zvTdOPFGo5FOp1OgL/WhUs2aNWNhYSFLSkrYuXNn9uzZk/369ePgwYM5YsQIdurUiXq9ngkJ\nCZw6dSoXLFjAJUuWcPbs2QwLC2NAQAAfe+wxzp49W0QDVeXntddek8SD1WrlrFmzGBwczLZt2zI6\nOlocb03TGBUVxYqKCnl+pKWlMTAwkGazmWazWWhHNU0TyJQSmVQVmbsZI71e/3dFD+vfz2p+NE1j\neHi41xyq/Q6HQ8b3Ts9H/V394+r1eoaEhLBx48bMyMiQufTz82NwcLCIKZrNZhqNRk6cOFFE6wBP\nYP7oo49y7ty58jwoKiqSauiyZcskoWOz2ZiamsqjR4/Ks2D79u10OBzMyckRUc3/bgjT37S9feYz\nn/nMZ//tdvW7qzj15CmsTFmJ7R234+v3v0bGIxko3l+MRg83gj3OjkWLFmHLli146KGHkJKSgnnz\n5qGsrAw5OTmoqKgQUayFCxfi+vXrqKioQE5ODoKDg/H+++8DAPz9/TFs2DDcvHkTVqsV69atQ+vW\nrdGpUyfcvn0bFy9exO3bt9G7d28AwLZt2/D6668D8LAN5efnIywsDG+//TaioqKwb98+2O12nDt3\nDjNnzgRJtG3bFgAwZswYDBkyRK7xkUcewbBhw7B8+XK88847uHnzJjZs2CANqFu3bpXP9urVCxMm\nTMCGDRuwbds2aerOysrCAw88gOnTpwMAhg0bhp07d+Ly5cs4duwYunfvjjVr1iA+Ph579uxBZGQk\nLly4gNu3byMmJgYAUFBQgBkzZuDy5cs4dOgQ/vznP2P16tVISEhAXV0dTCaTXC8A+T/gYXI5f/48\nhg0bhqFDh+KNN97Aww8/DKvViuvXr2PChAlwOBzYvXs3AOD27duoqqoS0b7PPvtMmtmTkpKQmpqK\ndevW4ciRI3KsoUOH4r777sPSpUtFwEzZqVOnMGPGDJSWlmLXrl3Q6/W455578PbbbyM3Nxe7d++G\nwWBAeXk5xo4di+rqakRERGD27NnQNA2bN28G4GFT2r59OyIiIvDRRx9h0aJFqKiowI0bN6BpGr7/\n/nucOnXKawxeeeUVPPnkk7DZbGjWrBlatGiBdevW4csvv8RLL70Ep9OJixcvIiEhAUlJSXLO+/bt\nQ0xMjDT+Xr16Fbm5uTh37hzq6uoQGxuL1NRU2O12AEB4eDjCwsJ+tTkcDty6dQtmsxkBAQGwWq1/\nl6HpH5kSlVOmmJoAT+Pt9evXcenSJblm/gcjjmKTun79OjRN82qc5R02hyvGI7PZLOw6N27ckDUa\nEREh41B/PNTPLVq0wNChQ/H555/jd7/7HRwOB8LCwpCamopFixYhODgY8+bNk3tm165dCAsLQ2Vl\nJf74xz9iy5YtAIBZs2YhPz8fJpMJ1dXV+PHHH6FpGpxOJwwGA2w2Gz744AO8++67AIC8vDz07t0b\nFosFN27cwM8//4zs7Gy0aNECly9fFjFEs9mMmJgYREZGyhgFBQV5NXT/V6yurk4YpNQ8AcDNmzdx\n48YNmM1m6HQ6mM1mkMTXX3+N77//HleuXJG1QRKXL18WUoN/ds50Oh2cTiecTicAIDIyElFRUbh6\n9Spu374tYx8XF4eioiIAwOXLl/Hdd98hJSUFgwcPlnP+8ccf8fzzz8t3DxkyBJqmYfHixbh9+zai\noqIwc+ZM9OjRA4DnmVlVVYUhQ4Zgw4YN+Pzzz/Hggw8Ki1PDhg2xYsUKXLhwAZMnT77rpu47sn9p\neOIzn/nMZz77u/bsU88yMyKTc0xzOM80jxu6buDrG1/3aoo7c+YMO3bsSJ1Ox5kzZ3L16tU0Go0s\nLi4WUTclSjV79mzOmTNHuOe7d+9OnU7Hhx56iACkQmEwGNi2bVsvTLnKsPXr148bNmwg4MH76vV6\nLl++nKGhoQINstvtNJlMXLdunRdmuUOHDly8eLF8BvUyeKtWreLJkyelITM6OprV1dUiNgeAEyZM\n8MqiqWzd9OnT6Xa7uWzZMvnswIEDvT6jMp6NGjXisWPH2LdvX8mkAhARti1btrBr166S4dyxYwfd\nbjcffPBB6vV6Nm/enG63m+vXrycA7t69m263m48++igBTx9ITU0NZ8yYQZ1OJ30CUVFRnDFjhlfT\nsIJcqbFQGfRmzZoxJSWFffr0kaoSANE8qKmpYa9evbx6P9atW0ez2czCwkJpnFTc9Hq9nlVVVXz1\n1Ve5adMmybYGBgbyiSee4PLly4XvH/BoG1RUVDA8PFxgZzqdjgkJCQKL0Ol0AmtScBwFsVF9Bb8F\nbttqtTI2Nlb6Bupj+1UGvnXr1tTr9XS5XBw2bBjHjh0r2g0dO3bkggULpGqmviciIoJbt27lsmXL\nZDz69+8v86qauQEP/7/b7ebx48cFSqUqUaNGjSIAlpSUsKamhjU1NfTz85MmcZvNxqqqKm7fvt2r\niuByuaQyo/D6auvUqZPcN2qNpqenC9QwMTGR0dHRDAsLo9PppMPhELjX3Yz33W6qqbx+RSAqKopJ\nSUmSNTeZTAwJCWHHjh3Zs2dPuc7MzExOmDBBrmHkyJFctGgRly1bRqfTSb1ez6ysLA4ePJhGo5H7\n9+/nokWLaDAYWFxczLNnz7KmpkbuXU3T2LBhQ2kSnz59upxTXl4eT506JdU8dY8sXbqUb7zxBg8c\nOMCKigp5Ji5cuJAul4uFhYVcvHgx58+fL2uuQYMGHDNmjGiAlJWVsUePHlKJtFqtbNq0qVR664tH\nOhwO0WK5m3FX/V7qXrVarUxJSWGjRo2YmZnJBg0aUNM0Op1ONmvWjM2bN2eTjCZsgAY+CJPPfOYz\nn/3/xf793/6dbz79Jtc2W8umaEoALGxYyGMHj/0KrvLmm2+ysLCQBoOBixYtEucwLy9P4CSqkfPh\nhx/mpEmTCIDdu3fnvffeSwCcM2cOn3zySQIQZqbGjRuzuLj4V5Ah1SzZuXNncZ5bt27tpVycnJzM\n48ePs1mzZl5wDpfLRZ1OJ8dVzpX6ec2aNSwoKKDZbBYHu6ysjFOmTBHFXcADAVLnVVNTw3vuuYea\npnH06NFyDqGhoQwNDRXnWwVY/v7+tNls7NixozgZRUVFAt0BPDCuyMhI+a7hw4ezpqaGU6dOpaZp\nLCgooNvt5qpVqwiAr7zyijR3GwwGTpgwgQ8++CABsEWLFtQ0jbGxscIa43K5JGhZvnw5p06d6uXE\ntG3bVjDaWVlZLC8vl0bW5s2bs3PnziwpKWFBQYHAIJSysdlsZlhYGAMDA+/aKVFBQv0gS7EWqZ6H\n+mrKsbGxwmqVn5/PLl26UNM0CV7rf1dJSYl8p3L01eZ0OmVdBAUFcfDgwRLEms3mX90DigRAKVzX\nb6IeM2YMa2pqxFFUAdW9995Lq9XK9PR0gdaoQFM1scfFxXHv3r0C5SovL2dycrLAqho3bsz7779f\nxmDcuHGsrKzk+PHjZV9cXJz0HCkxMrWpJlr1/7udLwWTCwgIYEhICF0uF+Pi4hgdHU29Xk+TycTU\n1FRx5IOCggQ+l5qayuzsbJlz9Z1JSUkS1KrG+pSUFK8mcBUsquDgbq6hPmQsKiqKqampTE5Olu9u\n3bo1GzZsKAkOvV7PqKgojhw5khMmTGB+fj4BT0BmNBqp1+sZHh7OJUuWeN3jVquVzz77rNynABgf\nH0+z2czly5dz586dAr+qqqqi2+1mo0aN2LNnT1l348ePp16vZ/v27XnixAkhhNi2bRt37drFrVu3\nEvAEVYmJiZw9e7YIGgYEBNBgMNBsNrOsrEySDP9os1gsEkz/ksHubtYLAF8Ttc985jOf/W+3ry98\nzbhgj7NlgYWdYzuzRUYLcbzS0tI4f/58Pvnkk6yqquJTTz3F1NRUGo1GzpgxgytXrqTdbmdGRoY4\n24rycNSoUULNOGjQIGFmqqys5IYNG8RhM5vN3L59OwsLC1lYWCgvS1UFaN26NcePHy8voQMHDvDE\niRPi8AcGBvLMmTOsrq6WhlLAk2k7deqU0E8CnmDk6NGjgh1PSEiQ/oyYmBgWFBQIhaXFYmFNTQ37\n9etHTdO4cOFCL+Vh5TgAnirLwYMHJXucm5tLTdPYvn177t69Wxx5wFNBqaqq4vLly9m2bVsCkGbn\n+o3kDRs2FGaa8PBwlpSUCO5bZeV/6UTdzUu+PvuKwqyr3zVo0EAy8O3atZPmdT8/P/bv35/Dhw+X\nikB8fDxnzpzJmTNnejFNRUZGcvXq1czMzBS13Ly8PC+VX3V8s9nM3bt3ezWJlpSU8NixY14KvYpa\nVzUQGwwGCV67d+8u1QoVVKrAoX4woRzHffv2sXfv3gQ8PQ/79u3jvffeS7vdzs2bN3Pt2rWsqqri\n1KlTabfbGRkZyYcffpiVlZWibp6RkcEBAwZIM75y1mNjY9msWTOvRvWIiAiGhITcVQ+FcuDVvWQ0\nGqUvqP5aqD8uaouOjubIkSO9jm+xWBgYGCj9MJMmTWKfPn3o7+/PF154gfv27ePrr7/OY8eO/UOq\nTrW98MILjIiIkACwX79+rK6u5qlTp8QRV1nrffv2SW+M2WxmgwYNRJ381VdfpdvtlubxyMhInj17\nVpTEFVZfVVbuu+8+OhwOpqWlcfPmzdy8ebMElKWlpXzssceEZllVbNRYdenShaWlpdJzERcXx1at\nWtHlcsmYWCwWRkREMDg4+Denb1VrUs2pTqcTKmiTyXRXAZ/qffjlelNBQv19QUFB7N69O00mE5s0\naSLseHq9npMmTWJFRQUDAgIYGhrKRx99lGvWrJEgtl27dnzppZd48OBBHjlyRKowgwYN4hvb3vDR\nuPrMZz7z2f9W++jDjzhx4ESubbeW2cj2vFygiQPyW7wU1csf8GR369MyNmrUyOtFlpmZyUGDBjE+\nPp5RUVGcMGECKysr2bNnTwIeeM7SpUuZnZ0tjkh92kGTycQNGzZIOV99t16v53PPPefVtNupUydu\n3LjRKwubnZ3NWbNmCQSkc+fOkrXu3bs3e/TowaioKIF0tGjRgqmpqV7X63Q6fwWPupNNnbtyulR2\nNDAwkM2bN5fjqkZJNUaAp+qj1+uZlJQkQZyay4EDB0qTqsFgkAw34Mlenj17lm63W+BAI0eO5Nix\nY+l0OllYWCiN4m63my+//DJDQ0NpsVjEuVZZ9tzcXC+nsn7wNnfuXLrdbql+aJrG+fPn88CBAwS8\nITVOp5MvvfQSd+/eLZnSBg0acMqUKbJu7HY7x44dK1A4TdMkg5uSkiJOfP2KRf2MvLpW9bs7aWRV\n0Crl9LlcLpk7FYBFRUWxqKiIOTk51DRN4CRJSUls3749dTqdrJ3WrVtz0aJFTEpKoslkkux8ly5d\nZO4yMjKErefkyZPcuHGjrJNZs2bR7XZz9OjRXucYGxtLt9vNdu3ayf758+fT7XbLvam2/v37C0ua\n3W5nz549GR4e/p/S2P5yU8E34Mm+K1ieqqQpp72iosIrYQB4Ai+j0ciWLVsKdE/Ne7du3Xj27Fmp\nUBoMBrZu3ZqbN2+WtTtp0iSaTCampKRwzpw5bNy4scxLfn6+PCu6du0q2iqAJyg1mUw0m83UNI3B\nwcGMiYmRZ5lyou/k3q6/vhwOB4OCgryqH/XXZGhoKKOjo2k2m2mxWBgZGcmIiAj5vdIT+SUT1Z1s\n9TVo1Himp6czNzeXOp2O0dHRAhOz2WwcNGgQhw0bxv79+9NmszE8PJwPP/ww586dK0QN7dq149q1\na7llyxbu3LlTkkt9O/VlBSr4ufvzf+k7zhdA+MxnPvPZb2iXvrrEo/OPUg/PCzDS7MmKz54xWzQY\n1AvB6XSypqaGK1eupNVqZXJyMqOjo0VA6MknnxQxs6ZNPZCn7OxsaprGjIwMyZQ3adJEfh8TE8OU\nlBRqmuaVBQsMDBSHQUFi/m/hqlWGUZ2fYhCKj4+nw+EQCkblDOTk5DAsLEycVJWZV5zvKqMNeCBY\nhYWFAn167LHHpBLSq1cvyfzn5ORIf4P63g4dOtDt/ptwV3p6Og8fPiywroKCAtrtdubm5rJTp07U\nNE1gIxMnTqTb7ZZqkKqGqHPdu3evOHz1cfTZ2dkMCQnhli1bmJqaSovFwrFjxzI4OJhBQUGcMGEC\nIyIiZCwiIiI4dOhQDhw4kH369BHcvs1mk4BNOdV+fn7ilP3Sifpnt19SiNYPWNXv4uPjvYKm+Pj4\nX/HcN23alHPmzBHdBcADBwoJCeHOnTu5ceNGulwuL7GslStX0mAwsEOHDnzzzTdZWlpKnU7HPn36\nUKfTsWfPnqypqeHcuXMFenL69GnOnz9fzrmkpIR79+4l4AkMp0+fLoxCe/bskaqYuleOHj3KGTNm\nEAC3b99OPz8/YbxatGiRlzBanz59GB4eLjS+AKRnSKfTcfny5TIu9XHyer2e48aNY3p6Os1mMyMj\nI72Cg7Nnz/LEiROC3d+7dy937drFbdu2cf369ayqqmJhYSEBD4NPeHg4LRYL+/fvz86dO0sFRvUi\nqABdHVvNnXoeqez53d7faj2ogC0+Pp7p6eny3UpEsLi4mDqdjk2bNmWfPn2kYjZmzBhOnTpVIIwt\nWrTgihUruGbNGm7atInPPvusl+ZMQEAAHQ6HVBoLCgpkzW/ZsoVLliyR627durX8nYIw/aOqbL9+\n/eh2uyWgrqmp4enTp4XmOSUlhXq9noMHDxZ9iSZNmsgc1w+e1X1af4uPj/cS81TjotfrBZJ5N8/p\nT6s//Ze+63wBhM985jOf3aVdvnyZT816isHWYPbU9eQY0xgGWgK9XhTz5s2jxWJh27ZtOWDAAHGs\n+vbty/79+3up9zZu3JhNmzal2WwW3njlJNZ/+d/JppyEwMBAr0ZaPz8/r2ZOtanMYX0dAD8/P7Zp\n00YgPspRUhWLX2LCk5OTvRxLRXd4N9ehuNfr7wsLC2NWVhabNWsmDnx9sbRWrVoJDMZoNHLUqFEc\nN26cV1PsvffeKxWF8vJyr0Zxg8HAkJAQRkdHS5Cj9rdt29brs4AneFBBksPhkIzr3ThnShwrISFB\nMpoWi4V5eXksKiqS6kBoaCgHDhzIoUOHCk2q+vtJkyZJYKPT6dioUSMJmhSsrmvXrtTpdHzhhRfo\ndDq9zruyslI0EBSOPSAgQPDj9ddaYWGhQJwqKiqoaRo7depEo9HIKVOmCPTC4XDw9ddfZ0pKCkNC\nQiTgWr9+PS0WCwsKCnj06FHpCyovL5eg4uzZs9ID1KNHD6n01Hfyy8vLeeTIEbkfAU9WOCMjg263\nm3v27JG5Us5kZWUlDQYDAwMDmZSUxNWrVxOAZNbVz4sXLxY9EXXP9OrV6+/OX6tWrbygdhaLhfHx\n8fK3ynH8LTLwZrOZsbGxTE5O/lW1TafTSfBrtVppNpsZEhIi90eTJk0EeqVpGh9//HGuWbNGeqoe\neeQRgdDMmzePOp2OiYmJjI+PZ01NDXv27CnnsmvXLrrdbq/nwuzZs0Ur5sEHH2RsbCztdjsTEhLo\ndntU5w0GA9u3by/zqYglVPA+Y8YM0ZdQ1zV48GCeOnVKeqTUc7ZZs2ZMTU2l2WyWZEtmZiZnz57N\n1NRUxsXFcdy4cRw1apT0MyQlJbGsrEwChVae+gWRAAAgAElEQVStWrFp06ay5tU9HhwcTLvdftf3\ntp+fHy0WC41GIxMTE5mWlsbGjRuLCJ1er2dwcDA7duzIsrIygcs1btyY/fr1Y//+/dm3b1/aLJ73\nxOFdh/+l7z1fAOEzn/nMZ3dol767xM4tOtOqs/6XXxIKT62cFdUMqESblMiWzWaj0WhkSEgIdTod\ns7OzaTAYGB0dLQ5Hnz59OHToUOr1emZnZwvbkMp2TZgwgfv376dOp2NlZSXPnDnDfv36sUGDBvJC\nXrduHQEPLvnQoUOSVQ4LC2NeXp5kE00mEx0OBw0GA+Pj4/n666+LI5aUlMSAgAB5sfbv39/rmg8e\nPEi32y0v+/T0dB46dIg9e/ZkTEwMH3/8ccH6lpeXizNlMBjYo0cPdujQgXq9Xs5FMSCp46vPqoAo\nICDgrjPu/+xW/9yUYxgTEyP7GzVqxKZNmwqEKD09nT169JBqQYcOHaTaoBzqWbNmibOZkJAgAm8H\nDhwQZqWEhATpTVHjrhykYcOGsaamRhrBlQNbU1PDHj160OFwCK++ciZtNhuzs7MFYvLyyy9LsAF4\nlKaVHoVq4i0qKmJISIhk7BUMDgAnT54s2fijR496VXweeeQRut1uCeD8/f3p7+8vDue2bdtot9uZ\nlZXFHTt2MCMjgyaTiQMHDqTJZGJGRgaffPJJyUa3bNmSkydPZkVFhUDqFFsN4Ol3UXOkzsFsNjMu\nLk4cZXXed5qJr4+vV/dN/d/n5uaydevWXmJz9e9pf39/jho1ilOnTuWsWbO4YMECPv7445KBV2rb\nubm51Ov1fOSRR3j48GGePHmS1dXVQrCg0+n4+OOPC5xN9VqpYw4fPpxut1sSBP7+/nzttddE2LBL\nly4MDAxkWFgY/f395XmhqjhPP/20V7VEVXvsdjvffPNNHjp0SNZheXk5N27cKPdCYmIijUajQG78\n/f1pt9uZlJTEsLAw0bqIiIhgly5d2KFDBxYVFbFly5Zyv0RGRjI+Pp6RkZG/SdVEp9MxICCAYWFh\nkuwICgpi48aNGR0dTaPRyHbt2rGkpESC9KZNm3L48OEcPXo0J0yYINertsGDB8vaVs97lQQ6cOCA\nVDYBcMqUKXS73ezataswg/1yUyx8JSUlwkw1ePBgAp6A7MyZM2zbti0NBgN7oqevB8JnPvOZz/6n\n2dd/+JpdM7pSh7+9uCymu1fqVRjY+k6pUovW6/V0OBz09/enTqdj8+bNvSguFbWgcjhLS0vF+TAa\njezbty83btzIzp07Mzw8nDt27ODOnTtFmC0vL88rMzpz5kxOnjxZXnxKkEo1/dWHR5WWlrJZs2Ze\nWVOn0+kFWfD39/9N1IwdDgf1er3XsRT8IiwsjB06dBCHMTExUfoUNE1ju3btOG3aNObl5TEwMJA2\nm42RkZGCZVdBR/2m6eHDh4vToho627RpI1SSLVq0kOusP36ZmZnMy8uT+UxKSmJcXJw4jr8UXbtT\npyckJIRRUVFSjYmKimJubq4EV4rNSVHoAp4m5OzsbAYHBzM+Pt5rLnNyclhVVSVBQ1BQkNd5hoaG\nirOl1+s5fPhwdu7cWZzD+hUs1VSr5r20tJQlJSXiyFosFqamptLPz88LWqMUq+9kTIxGo5yLw+GQ\nDHz9fhyr1crCwkK5Ln9/f1qtVoHAmM1mr4rRjBkzuGLFCg4aNEi+Y9SoUXzppZe4b98+CeZsNhur\nq6ulJ0Gtu/rBwvjx4z1iX4cOyRyqylZqairDwsLYoEEDHjp06O86kcePH2fz5s2FVaj+71T1p2fP\nnmzdujV1Op1AnDp06ODFihUXF8fJkyd7VcUaNmwoTq3BYKC/vz+TkpJoNptZVFTEVq1aCewsJiaG\n8fHxdLlcDA4Opp+f31058kpwTQVyFouFDRs2lAx8Xl6ePFNatmzJvn37sl+/foyMjKTBYJDkhWIt\nU9VQdU/qdDpOmDCBW7ZskYqYuo9jYmKEuldVPwCP+KLb7VG+Dw8P5+9//3smJyfLvaaEJqurq6X5\nXM210WiUSoZ6pqgED+ARz2zQoIEEFO3atWNNTQ3bt28vdNJ/b3viiSeo1+vZrVs3oRZW1Z4mTZpQ\nr9dzwcMLfE3UPvOZz3z2P8Vu3bjFP+z8Aze13sQ5mMNs49+yrPPmzRN4hGpoVQ7Qq6++yvvvv18+\n63K5uGLFCrZo0YKhoaGi6Gw2m9mxY0d5AdZXMFa0gIq1JDg4WGAl9Rul77aE/l9xWFVQU39/REQE\nY2JixNHW6/XMycnxUvYNDQ2VZuTs7GwJiGJiYlhVVcWZM2dKUGCz2bhmzRo+/fTTMhZGo1EcJgWj\nADyZN7fbo9JcX5thwIABoq2gMuOpqak8c+YMhw0bRpfLxeeff54hISECcTKZTJw7d65c37x585iY\nmCiMTXa7nVOnTqXZbGbbtm156tQpCdy6du0q+HsAXLp0Kd1utzjLCoZx9OhRAhCNh06dOjErK0uO\nMWrUKK5cuVLGUlWPZs6cKfoNan9paSnbt28vzrHCVKekpDAhIcGrKVVBWH6LbO1/tqnxU1U1tT80\nNJQul0uqHZqmSaVNObB6vZ6BgYG0Wq10Op287777GBISQpvNxuHDh9NutzMxMZGbNm0SKNG4ceN4\n8uRJnj59WtZYZWWll+O1ePFiufbOnTvT7XazV69e0tj91FNPSYNwly5dZJ0rZe41a9bIdd1///2/\nolru0qULbTYba2pqeOrUKemXCA8P/5VORGlpqVCDhoWFidNsMpnYvXt3ms1mBgcHs1u3biwrK5MM\nfPPmzUWDQ1UtXC7Xr4K8O9nUHKh7UNM0qQiYzWYWFBSwXbt2UkErKSnhvffeKxn4iRMnsk2bNvIs\n6tq1q9x39bVJNE3j/v37uXv3btk/ZMgQut1utmzZkgaDgY0aNfJSXT506BAzMzNpt9u5du1a2ZeR\nkUG73c5169axpqZG9F/UPVJQUMCzZ8+ytLRU5m7atGl89dVX5XymTJkiTGunTp2i2+3m2rVrCfyt\nSjN48GC6XC7Gxsby/2PvvaOjOtdz8XdPrxrNaEZtpFEvqAySkJAQQhWBQBIgQHSwAAmLYhBgMBiZ\nXo2ootmIXkw33cJgC4MMQjMpa2UlK/fk3JtzbvJLcpKcnONTHBvbPL8/Jt/LbODk5Bice5M731p7\ngQY0u3zf3vstT7Hb7Vi/fj2ICB988AF6enpYEEKQ5wUcjOgpB0pIVIv73Gq1Ijg4GPv37+c5qK+v\nR3FxMctJ/65t7dq1IPKJNng8HvT09HBS9Nprr/2nOVEHEojACIzACIzfMb799lusW7EOEcERyNXl\nIouykB+SD3fCU3UiUY0VrWoiOXkuMjISDofjpSE1ItARsALhJyAIe/5BZE1NDerq6phfodfr0bdv\nXzQ0NDC3YubMmWhsbJSREdVqNZKSkqDValkNRLzkBTZXnNuzhlL+5NCX2URC9SyhU6PRIDc3Fzk5\nObIA1WazYeLEiWhsbOSKt9PpxMqVK7Fhwwa0tbVh9+7d0Ov1kCSJCZtWqxWdnZ04cuQIB085OTmI\niYmBVqtlJRij0ciQhsmTJ0On0yEjIwP79u2TzblKpUJKSgrmz5/PQWJjYyP/bl1dHRujEfkImNnZ\n2TLt95eRGvU/DqPR+Bx5WnBOoqOjWWVKBMhC6lMEkAaDQTa/BoMBBQUFvN6JfJXdKVOmPCfVmpqa\nitLSUj7HnJwcPi+z2YyIiAgOor4vzt9fpcdsNiMqKgrx8fGcJMXGxqKgoABFRUUoLS3lqrl/JyAv\nL092jQwGA8+nWIPiXJ/V8k9KSmIJYqFKJbosL5vEC5y7SK4yMjKQl5eHvLw8GI1GqNVqFBcXo76+\nHpMnT5ZxXEpKSrBixQqsWrWK58ufl9PU1IRLly6xjKx4bgjytuhGEvnkeb1eLyZNmoT4+HgOXoXR\n5Llz554LbIWfh+AfLFiwgOcrOjqaoWP+UBsiXyAvVK4MBgMbxHm9XnR2djJE8sSJE/xZQkICgoOD\ncfLkSRk/QgTSAjb3xhtvoKenh7u14rgEJDMhIQFFRUVM1r5//z4nko2NjZzkC8GGy5cvc4LxwQcf\noLS0FEqlks0MhaqSJEky1aXdu3fD6/XyM4rIByc8f/48iHz+JcI/pLS09PeqbwmFsNdff52hYAkJ\nCdBqtdi1clcggQiMwAiMwPg/MZ589wT/8/b/xOT0yb/3hf8fCQjMZvMLA2xRqR8wYICMYKjRaFBT\nUyMz9DIYDFi2bBnWrl0Lm82GiIgI5ObmQqFQoLa2lomvDx8+fE433ul0cju+paUFBoMBXq8XJ0+e\nZDyvUqnE4cOHUV1dzc7E6enp3EXYtm0bB9oulwvd3d1s4JSbmwu9Xs9Bi1DHsdlskCQJN2/exLvv\nvsvt+qamJuzbt49dVMV5V1dXo6WlBZMmTeKXvUKhQHZ2NtRq9XNuvxEREZAkScaP+KG7MP+R4FbM\noYD5EPkgI8nJyYzDT09PR0VFBZ9TcXExVzLFfL/xxhuYM2cOqwWJYEv4JIgka8uWLeju7mZcdGNj\nI4jkHAjRwRLrQEBVJElCe3s7jhw5wvsVyYMkSTIFISIf3Gf+/PmsRS8I8US+qr/H4+Fu3LJly3D9\n+nWeZxGkCQK2COyFYtjIkSNhsVhkEDlhkiY+czqdMqiZIJ7+n5p3rVbLGH6ip4Z8ovIsEntxPv7E\neiJfp2zZsmWctJhMJoSGhmLevHlQq9XIzc1FR0cHnE4nQkJCcPr06RcSioVj+7MkY39Se0NDA7q7\nu7kztGLFCoYNXbt2DRkZGbwe7XY7Pv30U4wdOxapqam8T1Exv3LlynNBrSDE9/b2ykjkEydOxJ07\nd3hdCX8KITUcEhIClUoFjUYjU0O6du0aoqOj4XA4OGG5evUqO3WfP39edi2qqqoYWqjValkRa/r0\n6eju7pYZYGo0GkyePJm5VwLS6Ha7OUFobGzEqVOnmA908+ZNGcSpb9++0Gq1mDp1KiRJwujRozmB\nEc9m0aEcPXo0enp6+Bn4+uuvQ6VSMW/iyJEj7HgfGhqKzz///PcmEf5u22+88Qa6u7vRr18/GA1G\nTKNpgQQiMAIjMALjP2vcu3MPGxs2oj25HfNpPkuxEvkUZLZu3cpB28SJE0FEaGtrY11uIkJlZSXe\nfvttxoJLkoTk5GQ2X/OvSkmShMzMTA4y/IOglwmIhEyqeDkKPHNqaiq7JWdmZsrgT+Hh4ayXr1Qq\nGTolYCL+RNqQkBAsWrRIdt5GoxGLFi3iVr7AkxP5SNV1dXVs2KbRaJCdnS3jRAiYk4A5fN9z94fN\nCJ392NhYqNVq2Gw2mXKU2Je/xKJwnRZ/9z8WjUaDtLQ0Vlyx2+387yEhIbBYLM+ZRX3fTZIkOJ1O\nJpyKz/Ly8lBSUsKdC0mSEB8fj8bGRsydO5cJzCUlJVi+fDlWrFiB1tZWJluaTCYsXryYseEqlQqR\nkZH8789e+9zcXFnAm5CQALfbLeMU+F+flw3kJUmS8WcEvE+j0SAvLw9WqxVKpRKDBg3C5MmTMXny\nZMbBjx07FitWrMCaNWuwadMmhhMOHToUR48exZkzZ+BwOLgKLAQLuru70dHRwfvMz8/HqVOnkJ2d\nzcflf41sNht0Oh3GjRuHpqYmvPbaa5w8E/mgWKLTJByjxb+Fhoa+tHyy6Bj5JyXx8fFISUlhB+qU\nlBROVpOTkxlSJTqIffr0wZIlS2ReJqIzKa6Ny+VCUVER+vTpgzt37uD+/fsMHxTCCP7bmjVrQER4\n8OABfw8RseO4cLsn8pGGT506BSJiIrRWq2Up5QsXLiAsLAxOp5OTlQsXLiA0NBRRUVG4evUq79cf\nSrZ582Z8/vnnDPcSz+n6+np0dXXJkqT09HQcO3aMk6iOjg5YLBZOAkaMGMG8s8zMzOcI4waDAXPn\nzoVSqcSQIUOY5C/OcdOmTQxZFPMgrq3X68Xu3bv53u7o6OAOheC43bt3799NIIRHB9FTb5LPPvsM\nDpsPktl1rusHfV8GEojACIzA+H96PH78GH/3R3+HKzOvwC7ZIZGEWX1nQat5Cjmqra3l4EalUuHo\n0aPYu3cviAj79u1DcHAw47rT09Ph8XiQnZ0NhULBmuL+7s0ioNBoNFy51Ov1SExMxPnz57lbodFo\nEB8fj5MnT7KqjL+6j4ABREVFYeLEiRgzZgyqq6sxePBgDBo0CHl5eejbty90Oh2CgoIQExMjcz5+\nVQnL79tEcCAqx8/uKygoSKZAJc594MCBnPD4B0+JiYlYu3Yt2trakJWVxdCIsrIyfP755+jt7cWk\nSZNA5OMxeL1eJCcnY9y4cfB6vTLn5YaGBp6D4cOHM7xGkiSkpqbKzLUWLFgAt9sNg8GAdevWISQk\nhMnJIqDyeDzQarWYO3curly5gsTERPYC2LBhA3cHRPVdQKREMqdQKJCQkAC1Wi0ji/vDtsSxC0+P\nH2reXrSpVCo4HA5ZECyuX35+PiorK1FTUwNJktC/f380NTUx5G7dunVobGzkYx46dChu376NPn36\ncLdKr9czTOzYsWNM8l25ciXS0tJgMpk42Lpz5w5/dujQIQ6sPB4PpkyZAiLCnDlzuCMnPDiICK2t\nrQxpOnv2LB8zkS+ZPnjwIP+8ePFiaLVaJura7fbnqt8icRPcC4/HA0mSWGlK3PP9+/fH5cuXueOo\nVCqRm5uL5ORklJSUMKQoPDxc1g3KycnB+vXrsXLlSixatAgulwtKpRJDhw7FtGnTMGbMGCa4Z2dn\nM0zN4XAgPT2dTfP8187LGKTp9XqWgo6OjkZCQgKfo/hTwKckSUJZWZns3g4JCWG+ioA9Ca7OW2+9\nxdC0Q4cO4ebNm9i/fz8sFgvi4+Nlyctnn32G3NxcaLVatLe3y8jmGRkZsFgsmDVrFssH37p1S9b5\nrK6uZh+Z4uJinDp1SsblysnJQWlpKfLz8+H1enHr1i1eN4sWLYJWq0VhYSESEhJgsVi447B06VJe\nG0TEzwkxp+I4hfFkUlISPvnkEyQnJ6O0tBRGoxGZmZm/k0y/ceNGSJKE+vp61NXVcSdSdIESKTFg\nJBcYgREYgfFDjC9+/gUq+vnUU0IpFLNss+COdkOjfvqSHTlyJIiIW+1EvsruiRMn+DOz2YywsDC8\n/fbb/ILu168fw2umTZsmq2RGRETITKv8A7PQ0NCXdj0VGHb/l7voRmRlZXHgIl7mojJJ5FNWEZCm\nuro6zJs3j4NDo9GI5cuX491332UMsQgE58yZw3ABtVqN0tJSvPnmmzJVory8PFar8a/IarVauN1u\nWWdAkiRWwfk+10CouIhrGRwczJjn+Ph4GblbHIP/n2ITcBn/uRKqOqJTIYKNZ3kD33ezWCxwOp0y\nvL5QlRGSmyJwnDRpEqZPn85KO2LNrl69GuvXr8fGjRuxefNmbNmyBVu2bEFUVJSMME7kc0qeM2eO\nTDpXQOL8j0tUZcXxiH/35/sI47rvm9T4/57VamVokjhWpVKJfv36obKyEoMHD4bZbIZWq0VtbS2a\nmpowb948tLS08JquqalhDsyBAwc4iU9LS8PVq1dZfUvsp6Wl5bnzS0tLg9f7VIKYiGRuz93d3Rg0\naBAfu4C5eL1e6HQ6LF68GF6vF6mpqcypyczMxMqVK0HkC/BF0lRXV4cLFy5wQUIkxqKK3tDQICMU\nv/fee88Rit9//32W7a2urkZvb6+MYCwSa6fTifv373Mi++abbyI8PJzX88iRI7F582ZO7JcsWYL1\n69dz0P/GG29g7ty5aGpqwrRp0zBhwgRZFyY6OhoFBQU8f/7ryb+I8TLPOIvFwgR0p9OJtLQ0ZGVl\noX///hg0aBCKi4sZ4iYcyl0uFyZPnswJuyBdi86yMIkU9/qOHTvQv39/FBQU4Pz584iOjuY1r9fr\nkZWVxfeVuLZEJONxiHMX3VyFQsECD6IQZTabkZiYiKioKEyZMgUnTpyAxWJBYmLic90eMb/Dhg1D\nb28vHj16hKqqKl63oypHYRWtCkCYAiMwAiMwXtX47rvv0HunF3lxedDSf45PgMlkkgWWZrMZCQkJ\nskqygA2JKqyQ3RSBkM1mg1qtZhlREQDGx8fj/PnzDC/o6el5YbUqLy8PQ4YMwapVq2Qv8qVLl2LR\nokUg8gX1Qn5SfK/dbufg2Z+s+PHHH8s4G6dOnYLX60VTUxOIfJKwn332GbvPVldXQ5IkWRdGvKAV\nCgWmTp3KAapQehoyZIhMBlHg8MPDw2X7DgoKgsVieSnzrR9iUygUsmOKjIxEXFwcQ8FCQkK4QivW\nQllZGaZPn476+noZRCUkJARz5syB2WzmBK+mpgZnzpzBBx98gOzsbN7PnDlzfifkQSR0DQ0N3Gk5\nceIEqqqq+Lj1ej1OnjzJ68xoNLKzNxGxT4hSqURHRwc8Hg8nhvPnz+d9Wa1WNDU14c6dO0hKSoJS\nqWSCuajWi8CZ6CmMJTY2VqY0lZ+fzwR4SZKQnp4Ot9vNnIjo6GjGxPsT0r/P9iyJXcyhuF/Fdzud\nTlRXV6O2tpYhSQKeN2PGDCxbtgyrVq2CXq/H8OHDsXv3bu4YrFu3DiaTic8xKCiIXdetVitu3brF\nBFmj0YiMjAzodDqukguo3PHjx2Uk4+DgYJw4cQIHDhxg2VXxPBAdt9bWVni9XkRHR7MjuzjXnp4e\ndHZ2cnIvSNS5ubkwGAywWq04efIk81dEAOy/zZgxA0S+qr7o+hiNRr6PRQe3p6dH5plw9uxZfPrp\np/z8E2vk4MGDmDdvHlQqFRISEvDOO+9g5cqVWLZsGWbNmgWbzQatVouamhqGSVZXV6OyshLFxcUo\nKChAZmYmrxXxDHnW8+MP3cTvCqK9eHYTPXUa79+/PyoqKhhGJiBwggORkpKCN998k5+5r7/+OnPe\nysrKcOLECWzbto35bqdOncL9+/exf/9+aLValJSUyJ7327Zt4+fp9tbtARJ1YARGYATGqxjfffsd\n/se1/4ExiWNkLwKX0yV7IYjN7XbLquREhIqKCowfP54xwyLYyM3NxbBhwzBkyBDo9Xo4nU7Z7wrI\nhHhxvGh/f8jmzxswmUxISkpCeno6cnJyUFBQgOLiYlRUVGDo0KEc5ISFhXHgKY4nNTVV1hkRL76g\noCBOVPwrscXFxRg4cCBzF4TcJtFTn4eXVZpSKBSwWq3PVfITEhIwYMAA9jbwJ9mmp6dj1qxZeOON\nN/Dmm2+yjOqQIUOwbds27Ny5kxMZUdUX8I7CwkJcunRJVhEdPHgwG1aJfYhrvnPnTr6Oo0aNwtGj\nRxkysHDhQmzcuBGrV69GcHAw8vPzMW/ePISGhkKSJEycOFGmwy8gb2ITxlgv4hZ8nwBHr9ezMVZU\nVBR/r1arRf/+/bmb4U/aFtdWfCZgVOnp6c91jcQ9cenSJWzfvp2/691334XX63MdFio2ffr04UBr\n+PDh2LFjB4iI1ZrE/oYNG4YHDx6w7KYwVnO5XLhw4QKKioqYz+NyuXD9+nVZJ6CwsBBqtRpbt25F\nT08P7t27hzt37nDiMnLkSKSmpiI/Px979+7le7mgoABms5k7UyKAFXMvOk3imhH5YEyic+FwODgh\nEwpeLzuHontmMBhgMplkqmTx8fGora3FsGHDYDKZoNfrMW7cOIwbNw5qtRqxsbFobW3Fxo0buTM4\nduxYHD16FKdPn2a/Cf/7XsimCmNJtVqNjo4O5Obmory8nKFikydPhlqtfi558Dcr9FdoEtdU+McQ\nPSVRCyJ/YWEhE4hdLhe2bt3KAhOC7+JPKvYnUl+4cOH3ko2vXbuGsLAwxMfHY9u2bTAajTAYDCgq\nKoLFYuF7wz+hIvJB7FwuF1/70NBQTJ8+nc9DqFkJeGlCQgJ3YfLy8pjzIdTOXC6XLEl9mfeAWq1m\nw1HB6VCpVE+fWaTD3/T+zQ/6Xg0kEIERGIHx33b85h9/gyFZQ5CiS8FKWolMcyY/gKurq9lV1b8a\nZrFYGGMqPpswYYIMc+sf/Al5PoGzr6+vx8OHD7naJUkSFixYwBAIQaQj8sEXZs+e/VzgnZ2djfLy\ncoab+Ad5Ahfv/9IQJkz/mXh4nU4nC7gMBgNiYmKYjCn+D5EvmPeHwISFhWHhwoUICgqSkbObm5tx\n8uRJmXJMfX09u+xevXqVA57Bgwez625zc7MsYBDQlCVLlnBwKY5FSF4SES5fvowlS5bIXuh79+7l\nSuDKlStlCVt2djbMZjMHZc3NzTh79iyICIcPH+b9x8XFYfLkyfB6vUhPT4ckSdi/fz+7J4vvEx2m\n4uJieL0+hRudTgebzcaY5j179sigcR9++CEuXLjAwZdGo8HixYvR1taGDRs2sBTp8OHDMW/ePMya\nNYsJvQaD4TmzPf85edmgRmwi8dRoNOxzQORLeP2hWOIeEPutrq7m5G7AgAEckA4bNgybN2/G/Pnz\n+bMpU6bgzJkz+PDDD3H+/Hm43W7odDrZ/ej1erFp0yZIkoSxY8fC4/GgsLAQZWVl7FFA5OOv+MMU\nhRKQCCwjIiLw2WefYfHixdDpdNxp0+l03Jk7efIkiIilRnt6ehAZGYkJEybgxo0b7DR9/PhxdHR0\nsABBUFAQdxf87+lRo0ahrKwMkiQxh4ToaQFAEMdVKhXCw8PZF0Zs32fehIyq/xyq1WpYrVZkZWUx\nQVsov40ZMwYTJ05EVVUVG1oS+bowq1evxrRp0/hY9+/fL4M0zpkzh5+J/vwe0UETKk4ulwsPHz7k\n+Tx//jxCQ0MRHR0tI1L/vu3ChQuwWq1IS0vDe++9x3CynTt3ygoWQUFBnNimpKTIlI5qa2tZJUys\n3eLiYkiShNjYWNTW1nICIYj6drsdKpUKwcHBcDqdvH5fBqoqhAX0er1szVitVl4HRIQ7Z+78oO/X\nQAIRGIERGP+txi9/+Ut8fPxjnBx3EsvUy+CQfAFKrDOWH8BGoxE6nY6Jls9u/q69YouLi+NKpUKh\nkLXDBazgVQRf4sUiAleFQgG9Xi+D+PrnszoAACAASURBVJSWlmLMmDGMMY6Pj8fs2bOxePFiLF++\nHKtXr8amTZvQ1tbGakji5S+qrkQ+KItQlomJieEXuoBrzJ07FyNGjIBKpcKyZctYzWj06NGYOXMm\n46FFQOhyuWAymeBwOGRV/VelTCSCDfF9BoOBE5CoqCjuwAwePJh14PPz8zkg8J9LIuJuhdj85zAx\nMREGg4G9DMSL+9ChQ/B4PJg9ezaInvJkDhw4wMFKSkoK6uvrufou5rOgoICrlSLQ1+v1mDt3Lsvk\nirW3atUqtLW1Qa1Wo7CwENu2bYNKpcLQoUNx9epVuFwuXiOCKO71+lxxa2troVQqsX37duzYsQNK\npRI1NTUoLy/HgAED4PV6MXDgQA7usrKyZAFNv379oNfroVQqsWvXLlnyJ863pqaGsfni+s6cOROJ\niYlQq9UIDg6G2+3mNULk69rU1tZyJ0h0c/wDVv+1/zIBlvAxEeskLi4Offr0YddpoqewuGeTKaPR\nyP4o4liqqqpQU1MDvV4Ph8PBnzc3N+PGjRvsjyB4CV6vF/Hx8Zg4cSK8Xi8SExMhSRL/m1AsiouL\nk6lOiU6UzWbDqVOnuHtiMpn4mMT9Fh4ejs7OTly+fBl2ux3Jycn49NNP4fF4sHbtWh8eftQoXLt2\nDZcuXcKZM2fYoyE0NBTbt2/nQN1isaCpqYkdldPT01lJzuFwoKqqCiUlJXzeMTExSE1NhdPp5ETD\nv6DwMs8/sQ+xJoOCghAfH8/QK41Gg6SkJKSlpSEtLQ3p6elIS0tDnz59kJqaipSUFCQlJSE+Ph6x\nsbGIjo5+zn/kVTyr/bvLycnJyMzM5PudyPceqampgdFoRJ8+fdDQ0MDPmMWLF2PKlCmcXK9Zswbt\n7e2sJpaQkAC9Xo8tW7bg6NGj3Jk1GAwsInD27FlYLBa43W7cv39fxtVJoqQAhCkwAiMwAuM/Mr7+\n9dd4sOeBTHr1Dw1MX6QOpFAoOKjT6XRQKBQoLCxETU0Nv4wcDgdmzpyJqKgopKamIjo6mr/L7XZD\nqVSiqKhIFkj5G1UR+SAGNpuNTarEd7vdbty4cYPVf1QqFQoLC9Hd3Q2v14utW7dCrVajqKiIP/N6\nvXj06BEHewJjXVlZyYTb1157DZs3b+bj7Nevn6wFvm3bNni9XsyfPx8mkwllZWXQaDSyQPnWrVsg\nIuzYsYO7AREREaiursaDBw84gFMqldDpdAxByszM5Eqc3W7HtWvXcPHiRT5vIl/nYdu2bYwtV6vV\nsNvtaGpqwuzZs1FeXg5JkhAREcFcgrS0NAwaNAj9+/dHVlaWzHvjValMiUqfqPqKzwV8obi4GBaL\nBVFRUairq+Mgw+FwyCrvRITy8nJotVr069dPts4aGhrQ0tIChUKB4uJidHV1obe3F1u2bIEk+QzG\nIiMjcenSJU4WxHyJ6rdQ6FKpVCgrK2N/gJycHF67RMTYan+34N7eXiQmJjK5lOgpbEkkqkQ+or2o\nxhMR9uzZg+7ublbG6t+/PywWCweEDx8+lElPEvlcpLVaLcO7hAyvkLHs7e3lBCU8PBxnz57F+fPn\nuQtkMplgNpuxaNEihpAtX74c48ePh1KpRExMDKZNm8YqZSLhDAsLk3WjRBD9KtaISGBE8h8VFcXB\nsNvtlkHI/NWJBDk3OTkZDoeDlZLEOi4rK+NkVsDLFi9ejPDwcDY56+np4aSxtrZWxlVYv349yxbn\n5+fD4/Fg3759IPIlFHa7HfPmzQORr+tz4MABPraxY8dizZo1GDhwIHMI+vfvz67Lo0aNYi5MSkoK\nKypptVpYLJZXWlCQJIk7sWKNi6LHy3ZhX/T7/vAxoqeSt6L7M3XqVMyaNQvz5s3jJC8mJgbr1q1D\nW1sbIiIiUF5ejqNHj3LyfO3aNdy6dQsTJkzg54dwyG5tbWV1KaFYFR0djUuXLiEnJwdarRarVq2S\nJY3+81s3pC5Aog6MwAiMwPh9Y+/mvTj62lGsMa9BAj2VDbRYLGhpaeGXr38AuWnTJpliRmhoKHp7\nexlOIbbk5GRYrVb09vZyZamwsBCPHj3CvXv3QESYO3cugoODER8fD7fbzbrhIli+fv06v/SJfCZq\nXq/3OTMpr9eLM2fOPCd1Om3aNHahPXbsGPbs2cOqIgK3LD7LycnB3bt38fDhQwwePBhKpRIzZ85k\n1ZKysjJ+Eba0tEClUsnclEXbvaCggIOO119/nZWItm/fLoMFCI3zzZs38/8VAcTdu3dlgUJcXBzD\nhUT1m8gHd/B4PPy7YmtubobH48HBgwc5+BL/V+y/vb0dWq0W2dnZqKmpgUKhYAy+1+tFR0eHjFQb\nFhaGGzduyLw4mpubsWnTJv558ODB/PexY8ciLy+PVZ2E0VtCQgJ3b8TcWq1WlJWVYdCgQTCbzbBa\nrbKEQcAeXibA8V8zoiuVmJjI3aU+ffqguLgYlZWVMr5FVVUVmpqa0KdPHw4IRUA3f/58mT6/WNOR\nkZEysnpBQQEHuEuWLMGqVaugUCgwZMgQ7jKIdXz37l1ZpVrcC4KAKyr/y5Ytg8fj4X2I5FahUPBa\n27BhAxsbEhEmTZoEj8eDDz/8kOdxxIgRsnVx4sQJGI1G5OXlybDz77//PvMqenp6MHnyU6PIZcuW\nob29XRY06vV6TJs2Dd3d3dzJUygUOHjwIE6dOoVDhw5hwIABUCgUTIYVxnCLFi1CeHg4kpOT8dpr\nr/GxDhs2DJWVlbw2nn3miHvmVcARhcGiUFIS5/Uqkml/o8fIyEgkJCQwPFNc44qKCgQHB/N8i3tg\n9uzZskr9mjVrsHnzZv45IyMDp0+fxoULF3Dt2jUmYbtcLn7m/Xubx+NBT08PPvvsM9y+fRvXr1/n\nDsyxY8fYIVskQqLQkZubC0mSZO8M/3uASK7UptfrERsbC6fTCYfD8Uo6MES+RDIyMpK7O0TESV9B\nQYFM5ru0tBTDhw/nznJUVBSGFg9FNmXjbz1/+4O+ewMJRGAERmD8lxs/+/uf4U8/+FMcKD4AIoJN\nYUOC3dfyHThwIJKTkxETE8MVKWHAJQJXwXnw5xaIAIDIp4ghXgYajQajR4+GJEkYM2YMFAoFhg4d\niu7ubhD5oCYXLlxASEgIt/LPnDnD6htCFUV896lTp7B+/Xr+OSwsDDabDRcvXpThsq1WK6unKJVK\nWeX/0KFDMJvNSE1NZbnAQ4cOwWQyITU1FXl5eVCr1Vi4cCGMRiMcDgfzJESLW61WY9CgQRz8CTiJ\nzWZj4yePx8Mv+vXr1z/3on7w4AGInkJoPB4Pwx78/RsEjrqxsZE/E8GGxWKRwVymTZvGyYSo0Ofm\n5rLCy9SpU2XBYkdHB0MESktLoVarsWfPHpw+fVrmAK5QKOB0OvH+++/zMQQHB6Orq4ur2QKjrNPp\nZMF/UVERoqKi4PV6ZbCi7u5uXgdKpRIDBw5kMm9hYSHj1MU6mjlzJldPHz58yNV7AREaPnw4xo4d\nCyJftXn79u3YsmUL1q1bh4aGBmi1WoSGhjIMKisrC+PGjUNtbS3sdjsUCgX69u3LHR69Xs+kXsGr\neNngRiRzwqRQBDzi39PT01FcXCxzUBfBsyRJ/HeVSoUNGzZwBVZUZgcMGICcnByWqSTykVkfPnzI\nmvllZWWw2+1wuVy8VkaNGoVHjx7h3LlzsFgsyMjIwGeffcbr5Pjx43wvJCcnY9asWXzMdXV1uH37\nNicwsbGxmDNnDoh8ZHfhBi7msq6uDvPnz0dzczNee+01llwVc1JWVoaBAwfy+ktNTZUpavkT9L/P\nJpTKxM+CyC0I+3q9HvHx8dzNFAR4IbogBA/i4+OZl2C323kNvWgff+gmfCJEomGxWPj7REIhktiw\nsDC+B0SHqLy8HEuXLsXo0aNlrvbTp09HR0cHTpw4gbNnz+Ly5cu4efMmK9E9evTo9yYY3d3d/LzL\nz8/nLoxer+d7SxyLfwGisLAQR44c4Ws0evRonDhxAocPH8Y777wDg8HA/Ljx48dj4cKFaG5uhsPh\nYI6ESKxzc3ORlZXFnioRERG8L0GOftlE738/+t8/6Hs4kEAERmAExn+Z8av/71eYMsjHW3CQA+05\n7VApVRyU7d27F8OGDUNmZibi4+Nlbrb37t3D9evX+eGqUqlkFTPxeW5uLncD/F/yb731FrxeL7Zs\n2QKVSsVeDsuWLcOlS5fgcDhYpvDcuXMcgIrkoaSkhP0N/AOXO3fuID4+Xtbiz8/Ph1qtlkFIRo4c\nKXs5nj59mp2Vhfb8wYMHuaomui+pqal8bPv27eMqa0JCAgflYps3bx7Cw8NZPUeYnoWEhPzOSh8R\nYcWKFfzZwIEDZdVJIh/EKTY2lj9PTU3F/fv3QUQyAuPo0aM5ORDmfeHh4ezI+uabb/J1878WJ0+e\nRHBwMOLi4pCXlweNRgOz2QyTyQSlUom1a9fKpEH9E8dn+S51dXVwOBwyYn1mZibi4uJ4f3v37uUu\n0CeffAIiH6lXdIEKCgqg1+sRFhYm656o1WruGAgsujimkSNHMh/l9ddflyVJe/fuhV6vl3WdROAs\n1uX9+/fRt29fmEwmBAcHIzk5GV1dXejq6kJycjIfh0qlwv3793HhwgXef//+/Tk4HzRoEAfzGo0G\n69evl12/goICJjoXFxfLPBDMZrNM999filYEui8TEPkb64n92Ww2vqeEcphSqYTdbofD4YDdbmfc\nuajIv8wx+AfIISEhiIiIgMvl4ip2REQEBgwYwKZwYWFhGD16NBckJk+ejNmzZ3MQPXLkSC4cNDQ0\ncLdGwOMaGxv5OZWWlsaFjpiYGDbZE/K+gqQu8PBerxdHjx6FwWBAQUEBHjx4AK/Xi/HjxyMpKQle\nrxcXL14EEeHgwYPwer3cJVIqlWhvb0dQUBDmzJmDrq4uNDQ08Hq12Wx49913GSaZn5/PyfrQoUOx\naNEihsoZjUZMmDBB1pFMTU1FVFTUc7K7wcHBHGR/3/WiUCig0Wig1+thMplgsVhgtVoREhLCktj+\n3//s/l4l3NFoNLLQhZDyFc+U/Px89ukZPnw4d7kEr06j0WDSpElYunQpP48sFgtMJhNWrlzJnRmV\nSoW+ffviypUr+OSTT3C94zreprd/cAiTggIjMAIjMP4vHv/4j/9I78x5h46MOEI7XDvopw9/SkRE\n/0T/RDdCb9C3331LOp2ODAYD7dixg/7pn/6J/uqv/op+8YtfUFBQEKlUKvruu+/oT/7kT2jXrl38\nvU+ePKGKigr+OxGRQqEgt9tNRESJiYkUGxtLRESSJNGtW7foN7/5DVVUVNCOHTvI4/EQAPrJT35C\nTU1NZDQaaeDAgaRSqaipqYl+/etfExHR119/Ta2trZSZmUl6vZ5+85vf8DHk5uZScHAwvfbaa/TF\nF18QEVFtbS3t3r2b8vPz6Wc/+xllZWXR6tWr6fr167RixQr65ptviIgoOTmZDh48SF9++SU1NjbS\nn//5n9O2bdtIq9VSUFAQtbe3k8FgoG+//Za++OILMpvNFBoaSitWrCAiIofDQYcPH6aMjAwiIoqJ\niaGGhgZ6/PgxaTQaOnnyJHV0dFBmZiaFhIS8cG4kSSKtVktff/01ERH97d/+Lf3xH/8xKRQKMhgM\nfF0dDgcFBQXRd999R0RE27dvp6+++oqIiB4/fkxERGazmebOnUuSJNGVK1foxo0blJmZST/72c9o\n3bp19M0339CECRNo9erVdOXKFXrnnXfo22+/JSKi1NRU6ujooC+//JJ++tOf0pMnT+jXv/41ffXV\nV7Rz504aPnw45ebm8lzPmTOHiIgGDhxIf/d3f0c6nY6vwdtvv02//vWv6Y/+6I9o9uzZNHfuXPqz\nP/sz+uKLLwgAERHl5+fTvn376Mc//jHNmzePVCoVRUVF0b59++hHP/oR9fb20uPHj0mn0/E5nzp1\nivLy8qikpIQeP35Mx44do9raWiIiSk9PJ4VCQSdOnKDFixdTU1MTSZJERER3796llpYWys7Opvb2\ndjKZTERE1NjYSJMmTaItW7bQzZs3Sa/XU2trK3399df0q1/9ipYvX05ms5k0Gg0ZjUb65ptvSJIk\nCg4OJoVCQcuWLSMiopSUFNq6dSspFL5w4C//8i/pH/7hH3huurq6yGQykcvloqCgIOrp6SGTyURJ\nSUnU3d1NBoOBBg8eTERE33zzDSkUCnr8+DGZTCZSq9UUFRXF6wUABQcHk1arfeF6+n3ju+++4+tJ\nRPTb3/6W15FOp6PHjx/TkydPSK/X0+PHj+nrr7+mf/3Xf+V7S6lU8v3zfYYkSSRJEqnVavrqq69I\nrVaT2WymoKAgSk5OJiKin/3sZ0REfO0VCgWZzWb+DqVSSbdu3aJ/+Zd/IaPRSIMGDeL199d//df0\nk5/8hCIjI+kXv/gFud1u6ujooB/96EcUExNDf/EXf0GRkZEUGhpKP/3pT6mxsZG2bNlCX375Jf3q\nV7+if/3Xf6UVK1aQXq8nIqIf//jHNH/+fEpKSqKtW7eSRqMhIiKNRsP3rJgL8bMYDoeDFi5cSF9+\n+SUZDAYyGo00adIk0ul09OTJE0pJSSGXy0X19fU0evRoevToEf32t78lIiKj0Uj//M//TJ2dnWQ0\nGslut5Ner+d9ZGVlUUJCAikUCgLAa52IyGAwkMPhILVaTQBIoVCQUqn8g+bpyZMnPP9ff/01ffXV\nV/znL3/5S/rmm29IpVKRJEmk0+l4DYljEff5ywyNRkMmk4lMJhOpVCpSKpVkMpn4XPV6Pf+bSqUi\nk8lEwcHB/Ps///nPqbi4mOLj48lsNtOoUaMoODiYvvjiC+rXrx8lJiZSdXU1qdVq+vbbbyk9PZ2s\nViuZTCbS6/SkIc1Ln8PvHT9oehIYgREYgfE9xxf/+AUe7HwAjeSrUGcaMnHuzXOY1zyPK/30b5We\nlpYWnDt3jqt2Go2GXZinT5/OVWdRKQ0NDUViYqKs+iUIgNHR0Xjw4AHLOgq4gVKpRJ8+fRgy1NHR\nwdWqpKQk3L59G6NHj0ZycjLDl4h8yjRer5erccIwisgHfxKSgvRvVc2kpCTGZo8cORKSJGH8+PFM\nlvYnUHu9Xly/fh2RkZFQKpWwWCwslyjgWxaLBZMmTYLRaERoaChXOIVCi7/Pg9fr020XPIDp06dj\nxIgRyMzM/J1wALPZjPnz5+Ps2bOw2+0wGo3QarUICgri7oJo6wusflJSEntQKJVK5OTkwGw2Iysr\ni1VnxowZg97eXrz77rtQq9UMD/J6vXj33Xe5C+R/LU6cOCFbF2azGRcvXsTp06d57sPCwmS4cwG5\nIvKpCa1atQpEvk6U6AIIsu3v6gJJkoSmpiZ0d3fL5l7AVYh8kK27d++yOtT06dO58pmZmcldow8/\n/BBnzpzB8ePHMXPmTIYliU5Aa2srlixZggULFqC5uRnJyckM0RPu3TqdDlqtlh2LxXUWc/0qoEyC\n7Ezk6xL5V22F8ZuovorPg4KCMH36dK6o+3NRmpqasGvXLiZMT5w4EefPn2eJ0/Lycmg0GuTn5+P+\n/fuyrsyVK1cQHx/PjuOCC/TRRx/B6XQiOjoa169f53ucyMdFOH/+PN8LLS0t3HHr378/c6SioqK4\n0hsWFoaoqCg0NjYiNDQUGo0GQ4YMwciRIzFs2DDuvqjValZ80ul0iIqK4mv+MtVt/3nzhwP5P8fE\nvgVsSq/Xw+12IycnB9nZ2cjOzkZYWBhUKhUyMzN5LiIiIlgRiogY8vgya0R0ffzXCpFPRcrtdvNn\nOTk5fN9ER0fD7XaDyNeNUCgUmDBhAt555x12V09JSYFWq0VraytOnjyJc+fO4fLly/joo4/wySef\noLu7+zko082bNxEfHw+r1YpTp05h+vTpcDqdePToEXeLs7Ky8PDhQ5k4gthEJ9lqtUKtViM1NRW7\ndu3i+zstLQ1r165lh/HKykrMnTsXM2fORHR0NEJDQ1FVVcX3g1CQEtAufxfwV7UFIEyBERiB8f/U\n+Ps//XsE632t8GiKhkrxNABJTExEWloaJwPiZZyQkIDp06fLWuRms1mGsfZ/cU+fPp01+MVLobe3\nl5VNxD5iYmKQlZWFtrY2bosLyJDAzQoN8I8++ggTJ06UyWsS+WBB/rj79957j5MPoRFO5COunj17\nln939uzZMlm+xsbGF0JZPvzwQw4IjEYjoqKiYLPZ+LtNJhNzOJxOJ/NABgwYAJVKxcGxkPcUwUh9\nfT08Hg+qqqrQr1+/35lAhISEYPTo0bBYLEhKSoLdbockSTh27BjDNESAMn78eISFhckCnqSkJHR3\nd+Pw4cN8LZ7lOTxLEn/RZ11dXUhISOB1YTQa4XQ6ERISwrAujUaDmzdvMs5avLCFN4OQ6CXyqVR1\ndHRg7969yMrKYnx5nz59sGjRIg7gRYArnML916V/0BQeHv7S0AyxaTQamEwmhtD4E2+FqaC/oZlW\nq8WIESNkxFWBfa+rq8OGDRv4Z51Ox+uzubkZCxYsgCRJsNvtyMvLQ29vL1avXg2FQoHy8nL2xhDw\nIqvVioiICE5c/F1/tVot+vbtK/MsEVCs/fv3M0n97bfflq2xIUOGgMgXzPuTog8fPgyTyQSdTgeL\nxYILFy7g8OHDMJvNSEpKYlfrCxcuoLCwkJNqlUqFrq4uxrsLz47FixdDoVDI+C8rV66Ex+ORqeV0\ndnbi9OnTiI2NRXBwMDZv3syKRZWVlbDb7QwfjIiIwLx58ziZVqlUKC4uZsnjgoICXo9BQUFskPay\npoz+QbxCoeDtZdeeuH4i+RPfmZCQwGpoRL7gf+TIkWye5m/+OGnSJISHh7Mbdnt7OwfeYps2bRqu\nX7/OksJHjhzheb9//z7cbjcsFgvOnDnze8nUH3zwAcLDw+FwONDe3o4zZ86grq4OQUFByMnJkV0T\n/wIA0VO+hkKh4HtEENEFRE/A+4QilZjn75uoi+sr1ox/ISYzM5OPQ6FQoF+/fhg4cCBf+/DwcBT2\nK0QqpQZI1IERGIHx33/8r7/6X/h076c4VHgI1VT99OFtC3lO8s9fpehVVmwEftdfg1zID5aUlHCQ\nKXTIBdY6NTWVcef+spD+waLYwsLC0NnZyaZTYluwYAG8Xi9LXAoZS4FZFsZqLS0tHCClpqbi/fff\nR0hICGJiYhjrTOTDHMfExODMmTOcDBH5Kmzi2EUgs3DhQn4RCYfgzMxMln8sKytDYWHhv5tAiGqm\n4IWEhYXhzp07nCiIwLKiooIr5OLc29racO/ePdajVygUyM/Px9GjR9HR0YF9+/Zhx44dbLgnArIF\nCxZg1KhRUKvVsNlsvBY0Gg1yc3MZjy/2IwKeF1UXv09QZjQaYbPZOBB6NsAS+HT/9SXIkoL0KgKP\n4cOHo62tDbt378b+/fs5KamtrcWVK1fQ2dmJrq4ufP755zJZTkEIzcrKYnOpI0eOoLOzk7s+CoUC\nJ06cQGdnp4xQLqq8K1asYPIwkY/j8Pnnn4PoKTl+69atkCQJNpvtOfng/Px8vrYlJSW4du2ajFei\nUCh4vgXnRlyX9evX44MPPgARMXF6w4YNsvN7++23IUkS33/Dhg3DjRs3cPXqVZw6dYrVmUJCQrBm\nzRq0tbVh1qxZHNjW1dVxR06pVPK6sFqtPG8JCQnIycmRORGLe0mr1T7njP6Hbv5+F6GhoUhLS4PN\nZoPRaJSp/JSWlqK+vp6DwUGDBnFHRhxDeXk53ytGo5HJ8jt37kR7ezvzQVQqFS5evPjCe7alpQUG\ngwH37t1j6dD58+fjzJkzGDt2LJRKJTIzM9lMU8xvWloaXC4Xq5CJ4DooKAiDBw+WKX8ZDAYZD81f\nUvn7buLeEjKq/omp6LqJDtCz3Irve5/7/xwXF/ecKlNhYSHGjh3LsskRERFQq9UoKSnB22+/jdWr\nVyM3Nxculwt79uzh41q/fj0uXryI0tJSZGZmykQ8RFL08OFDJsALX5nbt28jLi6OJcYrKirYaG/t\n2rVQKpUo6V+CVmoNyLgGRmAExn/f8Yu//gVuvXULGtLATGZMiZ8CSZKQ1TcLer1eZio0Y8YMGRxi\n4MCBuHbtmuxhHhYWBoVCgYKCAsTFxbEqEpFPgWThwoWyl5Fw7RSkQPHSEEGmIEoOHDgQeXl5zxFu\nRVX7ZauFwhVVvKyjoqJYTnDAgAEoLS3lQCknJwdVVVVMVLVarWhqamKTN/HSmzp1Knbt2sXXgciX\nmIhkxOl0oru7G/PmzYNKpWIXaSJfN+TEiRPo6OhAeno6MjMzWQ2otbUVS5cuRUtLC7shGwwGuFwu\n9mXQaDSyJCE8PPw51ZiXrYQKEzn/LofoqBQUFMg6TALKIa6BmC+FQoGoqCgmKPof47x583D+/Hlc\nuXIFOTk5KC4uRnd3N/bs2SPrAvX29vLcCchGSUkJVybFeWo0GmzevJmVkZKTk/mYhJuxx+NhIrWQ\nsf331GQePnyIwsJC6HQ6HDhwAFlZWQxVE+dsNBqRlpYmC3wOHDjAMCMh3SvIpTk5Oejq6gLRU3le\nr9fnsi4Sj4sXL+Lq1atobW2VqfbodDosXLjwd2r+Cx8VMSeVlZU8T+JYhIJaRESEzBX5VQSDGo2G\n73P/TmNKSgqqqqr4vjeZTAwjrKmpwdKlS9Ha2orY2FiGNM6fPx8dHR3YuXMn7HY7oqKiYLfbMXny\nZNy/fx/nzp2DTqeDWq2WOTDv37+fuyoiiRHQqdOnT7P8sr85YHl5OV9Ls9mMI0eOsGpRXl4ekpOT\nERISghMnTsju96ysLNy/f/85OdMZM2ZAqVTi4MGDaG9vhyRJGD16NNasWYOioiKoVCq4XC52kiZ6\nqhSm1WoRFhbGncaIiAhWbBLz9LLQJ/E9er2e73FR0Q8PD0d0dDRiYmIQFRXF8NKoqCjExMTA5XIh\nKiqKu4/injSbzQyvfJlnj1iTYtNqtUhLS0O/fv2QkZHBUMGEhAR26k5NTUVISAh7bBD5uuAbN25E\nZmYmdy0ExG7Pnj24evUqK7IJYqIUTwAAIABJREFUqei5c+ciNTWVVfu2bdsGjUYjg7W2tbVBpVTB\nRCb8Rddf/KDv70ACERiBERj/qePJd09wfNNxhBpCkU3ZKNIUIUj7tEKXnp6OoUOHQqlUyl5gJSUl\nskDC5XJh7ty5ICKZTKLZbMaIESPgdDplCceGDRu4muOvhKHRaGQqKgkJCTIOhL/6zltvvcXfJ7DH\nZWVlOHXqlKxKuXfv3uecfUWQtnz5ct5/cXEx6uvr+YXmcrlQW1uLIUOGcMXVarUiNTUVCQkJXF18\nlc7O3/cF/2zVXRyrf7VVbElJSbKEwmQyscqS2MaPH49du3bhwIEDHFANHz4cly9fRmdnJz799FN0\nd3fj3LlzCAsLg9PpxMWLF1n/XAQXly9fxqFDh3juMzMzZZKUOp2OZRLHjRsHnU7HCU1qaipmzpwJ\nIp+3gJj3nJwcDBs2TAadEV0gIUGrUCiQlZXFCkWSJOHw4cN8fiKhEJXS4OBghm2cP38ejx494u9a\nvHjxC+EYn3/+Obq6utDZ2YkPP/yQYWhvvvkmDhw4gMWLF/NaUqlUmDp1Kid54tyJfFwOYdAnPhfJ\njsDsi3vJZDK9dAX+2U18X2hoKN93brcbo0aNwrhx4zBlyhROLPLz87FkyRK0trZi3bp1mDZtGvsM\nKJVKLFmyBGfPnsXBgwfhdDqhVqs5WROJuEhOzpw5wwmnSNoMBgMWLFjA61Gj0cDtduPmzZsgIuze\nvZvnIDMzEzU1NRgwYAD0ej2OHj0Kr9eLS5cusWrO+PHj+f8LVR3/67dixQocO3aM+UBNTU0sGSuk\np0eNGsUyscKnRXSURIAqIInSv/kYiPtR/Pwq7nGRaAcFBSE5OZkLKGJfffv2RW1tLYqLi/mYDAYD\n+42I9WS1WrFo0SL+7qamJnzwwQfIy8tDTk4Om1gSEa5evSpzUxcGiR9//DFcLhciIiJw48YNGQcs\nLCwMcXFxzE/zer04cOAADAYD3G43G615vV7cuXMHffr04XO7ffs2Wlpa+NotX75cVpQYNWoU/12Y\nAxKRrJtns9lQWVmJsrIyZGVl8TVKTExEfHw8q8G96Nn4fTaDwYDg4GBZ51XwKEQyQkTovdb7g77L\nAwlEYARGYPzg48mTJ/jtP/8W3e92Y0PMBljIAiUpEWWPQowrRhZsv4pqo3iA+3cG/H/WaDRIS0vj\nl4a/3KTwK2hububW/YABA/hFnpmZycHNs8RIf6lQsd+wsDD06dPnhVW5l2mzC4K0fzXNaDQiMzMT\n2dnZMsy1ODf/6m98fDyqqqo4WFQoFMyPcLvdKCkpQVFREWPts7OzkZGRgZSUFH5JvSqcNpEviI2I\niEBsbKwsWImOjkZpaSmGDBmC2tpajBkzBiNGjJDxFaxWK2bMmAGbzcaVdSLCnDlz0NHRwUmGOM8d\nO3bAbrdj3LhxMix3QkICbty4wf+3tbWVSdQjR47EgwcPcPfuXdy6dQu7d++WJUU2mw2bNm1CTEyM\nTCb22bkWHa/S0lJOLLOysrj6HRYWxhX4kJCQlwrgn620ijWYmJgoO7awsDDuYPn7ctTW1qKlpQVL\nly5FREQE8vLy0NLSApPJxMnslClTsGXLFtma12q1mDx5MoKDgzmgEsfz3nvvYdCgQdxRE8d0/fp1\neL1e9Pb2or6+HkQ+yN6LEil/vwbBiXn06BGTnXU6HUJCQuBwOLh6rdfrZQmu4CIZjUaEh4cz90Ek\nU6J4UVVVhcmTJ6O+vh5BQUFwuVwoKSnhBCY5ORmpqalMxpckSSYg8H02rVbLyRvR0wBeCCCI6zZo\n0CAUFBTIEmSj0YgZM2agubmZg8uUlBRs3boV7e3teO+995h3cvr0aVy7dg0mkwnNzc148OABxo0b\nh6CgIBmcS0i8ejweXjdpaWl4+PAh7t69iz59+sBiscBut7NUbnJyMg4fPgyj0ciQP/F9bW1t8Hq9\nyMvLg8VigcFg4CTq1q1b8Hp9buqCOC+6NtevX0d4eDhiY2Nx+/ZtXhMXL16EzWZDnz59cPfuXezc\nuRNarZbdzP2J1HFxcbDZbGhubgYRYfXq1Xxc48aNwyeffMJdObEGiYg9ScTWt29f9o8RydyUKVMw\nYcIETuiEr4TT6YRGo+HiApEvAXnZRE9Aup6VpVUoFNCQJkCiDozACIz/uuO7777D3/T8DVzBLsRL\n8ViuWo4YSwysQVbG5x4+fJhfuuJhnZmZCSLCtm3bnvNoiI+Pf2HgHRcXJ3PUFUGzf5DnH8i8qkTl\n3wvY/IMZ/wRCBN4CIxwcHMznnJSUhNdeew2zZ8/GokWLuII8ZMgQNh6zWq1QqVQyR2eVSoWOjg70\n9vZi2LBhsgpiUVERiHxQIlFpzcnJwZUrV7iqFh4ejitXroDoKczC6/UiNTUVY8aM4Z+FStK4ceP4\n7ykpKTh69CjMZjOf59atW/nYrFYrV1ddLpcsYauurmacd1ZWFgdrI0aMQFJSEs9tbm4uMjIykJSU\nhOjoaFmA9irwzs+um1epWPTsptVq4Xa7WQFHQOny8vJQX1+PKVOmcBC4YMECrsCvXbsWmzZt4us1\nY8YMHD9+HGvWrIFer2dc9NKlS1kdSviJ+MON4uPj+R4oKCgAkU8lKjg4GDExMewR0dHRwfMeHx/P\nTtOiS2M2m3H58mU8fPiQ15og7gtyt5hDcS2zsrKQnJwMrVYrS0BbW1uxatUq7rxVVFSgubkZM2bM\nwJQpU1BfX4+RI0eyipXwENDr9UhMTORE8FW4AftX8e12Oye1wsivsLAQRUVFMJvN0Gq1GDp0KCZO\nnMgJfWhoKNRqNRu2+Tte22w2GAwGxMXFoaioCCdPnmTfje3btzNs7d1334VCoUBdXR08Hg88Hg9G\njhzJ97VarUZUVBQ++ugjTpAjIyNhtVrZA+TTTz/lzkVFRYXsu4mIK/N2ux3Nzc3wer2oq6vjcxcQ\nmmPHjsHr9WL27Nn8jBL8l6ysLJhMJpw+fZo5E6L75k+A979HN27ciI8//phhqkePHuXfvXbtGjo7\nO3HlyhWcPn0abrcbGo0Gb731Fnbt2oWlS5dy0rdw4UIsXLgQc+fOxejRo9n/RfDNysvLUVxcjIKC\nAqSnp7Mjd2Rk5CvhZAiuk/hZrEWtVgubzQadTgeNRoOoqChoNBpZEiKU1/R6PdLT0/HOO+9g3Lhx\n/O+DBw9GR0cHjh07hoKCAjZeFC7aNTU1MqUpAY8yGAw4vu04VtPqAAciMAIjMP7rjZ//w8+xbe42\n6BV6RFIklPRvZFqFko2P/NvuL7sZDAY4nc7ngj0hA+gfGIoHdktLCwcrRE8xvkLatLCwEJGRkTLe\nw+zZs3Ho0CEcOHCAgygiHyRHkiT+Dv/N5XJxwEdEssqeJEnQarUIDw9HSEjIK6no+wfAarVa9qLM\nyMhARUUFB99qtZp5JgaDgauuDQ0NWLduHbZs2YLw8HCUl5fj4MGDLEVbW1vLRmgOhwNJSUnQaDQw\nGAx8vYVqDdFTF1q73Q6n0ykz0xswYAAKCwu5gitcWyMjI2Gz2V45fObZQNHlcjGcRMwlkS9AFX8X\n8IPo6GhERkbKoAivag2bzWZERkZysJqZmYl+/fqhsLBQ1oERnbP8/HzMmjULI0aMgFKp5GMdN24c\nZs2aJUtYV65ciSNHjshkTIWTdEVFBZO2NRoNLBYLr4PRo0dzAG80GpGYmMiJblhYGLRaLYsKiOv5\nqiRizWYzQkJCZNdEdPhiY2NRWlqKAQMGyEjObrcbWq2WpTaJiDkikZGRSEhI4PnavHkzUlJSIEkS\nSkpKcPfuXQwfPhwOhwNOpxMnTpwAkc85XgRpkZGRmD59Ov/88ccfc7fo+vXryMnJ4YTJZrNh/vz5\n0Gq16OzslJ3bqVOn4Ha7UVlZidjYWJ47gWPfs2cP1Go1Kisr8ejRI3g8Hk5C1qxZg9OnT8NisTC2\nX6FQYOHChbDZbLxu+/bti/v37+PevXtcUa+qqoLX68XOnTtBROjs7ITX64XT6URDQwO6u7tZCMJo\nNGLDhg0g8pHpRXCr0+lQVlaGSZMm8T0jYJf+FXG1Wi1LHv2fbf4E9pcx9xOJntVqRVhYmMzlvG/f\nvsjPz+cujVarhdFoRG1tLaZOncoiAkqlEk1NTQgKCmL1LZGICa6H2N+cOXM4+VIoFIiOjsbt27d5\nvoh8nYqMjAyMHDkSt27dYvimXq/H1atXZc+NyspKpKamYvTo0fB6vXyNR4wYIUsalUoltm7dyutu\n3bp1UCqVqKiowIMHD7B8+XJIkoSysjKEh4cjzB6GJmoKJBCBERiB8V9jPHnyBH98548RavIFyBJJ\nUEkqxITHQKfT8QsjJCQEVVVVqKysZHxsUlISnE4nVq5cic2bN7O8on9wJcho4iX2bAVJpVIhJyeH\nA2jxwhL/z2w2M541JSUFH3/8MUwmE8uziv+/f/9+rF+/nr9TkiS88847qKqqglKpxM6dO7FmzRqZ\nRKZWq+XKKBHJ3FzF9xD5Kuxer5db30ajkV/iYhMVJuH+2tnZKeOCTJgwQYZrVyqVqKurw7hx47hy\nKCADGRkZMkiPXq9/TjXIf/shqu3+x+n/4hfXW6fTISYmhiVgiXwV8pKSEg6aRcW8srJSplvf1taG\n9vZ2GUn1jTfeQGdnJxMPBdGzra0NRE+rqkQ+eJTH40FNTY1MDpXIB+/o6elBcXExiHydEq/Xi02b\nNvH1nDZtGh49esS+EkINRlSU/eE7Op0Oy5cv58SI6Ck2vqCgAJWVlSguLkb//v2RlZWFtLQ0JCYm\nIiYmBpGRkXA4HM8RwV9l5+V3zZlWq4XBYJAJEuj1ekRHRzNxXqwdq9XKsLdn15ToconPHQ4Hzp49\ny+td3Cc7d+58IWFc8I9mzZol+1z4NRgMBva+cLvdMBqNLMkZExODu3fv4sGDBzwnDocDQUFBcDqd\nmDBhAlfLxbUWUrYXLlyQKY6JSr3Ybty4gYiICMTExDCBOSMjg/07iHykdf/rOmnSJMTFxcFgMCA8\nPJy5XJ999hl2794NrVaLfv364YMPPsDJkyf5uTV27Fhs3boV69evx5w5c2S8r4aGBowaNQp6vZ7J\n6jabDUVFRejfvz93Ys1mMxcxLBbLK+nY+JOeBdHb//4metoFFfMslOv69u2Lt956i4sTW7Zswc6d\nO7F//34cOnQIJ0+exNGjR9mj4vjx4+ju7kZHRwf0ej0KCwvx8OFD7oYKAQORfB07dgwWiwXJyckM\nj9q0aRMfy/vvvw+v18v35NSpU1FaWgqn0wmn08nP2qCgIHz88cfwen1eOULpKTExEV1dXTh06BCf\nq91u52Tt008/5SLUmjVreL8JCQl4+PAhd/aEQpMkSc8ljatXr37ufhAEalG0Gj9+PHp7e3H9+nVY\nzBZIJKHrXNcP+s4PJBCBERiB8VLju2++w4JJCxCmD3vuxWIymV4ZccwfQy4+e1aSU7wYBQnO//8O\nHz4cK1eulCmtqFQq2Gw2KJVKxsS6XC6cO3eOpRRjY2NZ8WbQoEGyoC00NBQpKSkvlPYTgZ74TKvV\nIikpCaNGjZJVbK1WK/Lz89GvXz82dhLYZaPR+Eoq8P6BscAkS5LELzahES+w5dXV1Zg2bRp7a4iX\na0lJCWv1Jycns+GcuCbl5eVcIffvtAj/CVGhTktLkxm4iX0YjcaXTmIMBgNDSPz3L5JP/y4JkS+4\nDAsL446YgHzExsZiyJAhqKio4Ovlr3PvdDqRnZ3Na+1ZM6+XOYdnfR7EMYrrWlBQwMGxuL/cbjcK\nCwsZFiHIuHV1daxgI85bVFpNJhNSUlIwY8YMuFwuXmsiSSsqKmIZX/G7ZrMZsbGxiIiIkIkUfN/t\n2fkOCwtDSkoK3G43cnNzUVhYyP4V8fHxGDNmDCZNmoTp06czhE/Mi4DIaTQajBgxAiqVigsIs2bN\nwvXr1zm5J/J5q6SlpTFMaNCgQYiOjobZbMa6detARNi5cyeOHDnCylU1NTXYsGEDVq1ahWXLlmHR\nokWYMmWKLLmqq6uTJY/+zy7/gP1ZAvTLbALSJNTURDAaEhKC8vJyVFVVcYVe3PcTJkxAS0sLQkND\nkZSUxB0Nh8MBs9ksU60bPHgwbt68CYPBgLS0NCgUCmzdupWleU0mE65evYqioiIkJSWxVLGY31On\nTsmOd+XKlYiJicHUqVPh9XqxZMkSaLXa36k45t/tESTqvXv3QqVSMTdkxowZ8Hg82Lp1K5RKJQYO\nHMhGel1dXfB6vdi4caMsGb548SK2bNnC68vj8WDgwIGIi4uTJcL+0DCtVotp06YxZDAtLQ3d3d04\nffo0F3Gio6P52JcuXQoikt0vgt8TFRWFYcOGQafTIS4uDjqdDl6vl99HS5YseeH18Hg8GDp0KN8z\nXV1d8Hg8aGho8N3jlBjwgQiMwAiM/zvHzYs3sWrcKmyP2g472Z97oYlgVMCEysvL0dPTw8ZoGo2G\nTX2GDh2KyMhI7N69mx2K/QMZ8RJ6trrpnwy8KAj7ISvqf8jmX6X1N3MSDrXCUGrw4MGora3F2LFj\nZYZGpaWlWLFiBeu/E/mq1gcPHsSuXbtkRODc3FyGqiiVSnR0dODSpUsgIn65EPn4JF6vlwN+Ip/i\nDBHh8uXL8Hq9ePDgAQefGzZswHvvvQetVovS0lK89dZbDEcj8qnLCOUqImJCq8lkQnV1NWw2G1Qq\nFSoqKnD27Fk0NDRAoVBg+v/P3ntHR3Ve68P7TG+aGWlGvfeChDpIgIREFQLRRDW9SNiiGwzYYBnT\nTe+mGYTpBkw3YJCNDaZpblbu5/yy4rjE+d3EK8m1HZeYGAw83x9z9+YccIoNzne/e/Wu9S7BaDRz\nznnbLs9+nlGjQOSn5Z03bx5mz56NtLQ0yTgMGjQIvXr10jgkLCiodiCZMvO/y1iru06n01CScmSf\nHbPk5GSMHj0aEydOxIwZM0R1d+nSpVi9ejVqa2sFonDgwAFhqWIYxtChQzFt2jQQ+Y1Do9EodSy7\nd++W9cHrYceOHQJBy8zMhM/nQ0lJiUaIj4jEUGM2qbi4OFy5cgVNTU1iILdt2xZvvfWWUGYyBIbH\nRr0GAwMDsXDhQk3xKI9Zz549ZT0UFxejY8eOGoEsp9Mp0Lbg4OBHSvH6YzsXL99PURwZGalhTVNn\nIuPi4uSaw8PDMWXKFJSXl8NoNAoUc/Hixdi4caOsjaqqKhw5cgSvvfYazp8/L9H2uro6nD17VogQ\n8vPzcfXqVYHOsLNcVVWF69ev49q1a5pMKTNRMbSrTZs2Qgtrt9tRW1sra5mj4nztc+fOFdx99+7d\nER4ejvDwcImIDx48WAOJ6tmzpzwfrodyu90YM2aMZF4DAgL+pgPxfUXU169fl2BNRkaGhvaYM1Nh\nYWFSSM0ZALPZLFCkWbNmwWAwwOl0onfv3lLczVlNrhHaunUrnE4nWrZsCUXxix1y8baiKMjNzcXl\ny5dx+PBhGe/Ro0cL5IjHn3+y9o+aPnncuHFwuVyylllM9P6uJhoYOHAgnE4nUlNTpb7tiSFPNNdA\nNLfm1tz+e7UvvvgCdUPr0CWhCyxkgUIKeqT0QJA76AEDqm/fvmL06fV65OfnY8iQIYJPZshDSUkJ\nIiMjhXlEbXx8n2PwQ7s66qPmKlcrjLIRR3Qv5c4OCEcw1caqXq+HwWDQFGiHhoaKIaHOGuh0uoem\nXWVYAP+fNSBSUlI0OGODwYDKykpNLUZxcbEYImr4ksViweTJkxEfHy8ZD4YQjR49GrW1tZIlSEpK\nQqdOnWAwGODxeMQIUYtW3Q/Ledgx4+tkZiU++Fk8i2FDRP7I4aBBgzBs2DCNmN6TTz6J+vp6DSSu\nX79+2LFjB3JycpCcnCzjz5/HhgVDF2bNmqUxqq1WK+bPny+wEnbA+HkydIrongAXw7R4XBRFQVJS\nkgZfbTKZBBrxY58bX6Pb7UZMTIzQfHI0mt/XunVrgbsQ+Z37yMhIWa8coe7RoweGDx8ucJQOHTpg\n2rRp8vu4uDhMmjQJdXV1EnXm+2WGKfXct1qtSElJ0dRNPIqu1h3h8XQ4HMjKykJeXh4KCgo0exGR\n3/ni8bBarSgtLYXL5ZI5zVmanJwc5OTkSCAkODhYYGVM3fqwc13NmBYTE4PU1FSpWwgNDUVZWRm6\ndu2KqqoqKZjOzMxEbW0tJk6ciAkTJsh+lpycjGXLlmHp0qVISEiQ+VRZWYkTJ07g9OnTMn6tWrXC\n3r17Rejx0qVLyM3NRYsWLTTsPkyPyg5F165dZU+pqalBU1MTTpw4Idkwr9crxjxH97m73W6MHTtW\nIEulpaUScfd4PH/XgfD57lHmpqSkoEuXLlAURQznxx57DE1NTViwYAH0er3sjY8//jhmz54tc+Xg\nwYPYv3+//L9du3bIzc1FZWUlfD6fkHHodDrMmzcPRP76lIaGBpnPzz77rDg1PLdatWqFq1evajLV\n48aNk8CKOghSWlqKw4cPS6bmwoULqKmpkT1j2LBh36sDc/XqVXTr1g2KoghL3O7du2UOTZ48GY27\nG5sdiObW3Jrbf4/27Zff4ujzRx/Zgc8GOG/S6kPY6/XKAaeG+vBPtSiY+u/UOHjuzz33nNByqg2z\npKQk+Hw+jfHN6XqXy4XVq1eLcTFixAgxmI1GI7Kzs3H8+HENNGvcuHHw+Xyi5KzuzJSiFnmLjY2F\n2WzGwoULMWfOHAwfPhw2mw1OpxOVlZUICwuDoihIT08Xw1z9fJgWUP36vyISy8ao2hDjOhEiv5PF\nDpf6us1mM3r06AGbzYbc3FxMnDgRpaWlsFqtWLp0KTZu3CgRtbFjx+LChQt48803RZ2Yx+zq1ato\nbGzUCJVVVlbi+vXraGpqkmih2hG6du2awK6I/GxWTU1NAs158cUXNffIBsMbb7yh+TsivzMRFRUl\nziRrKSQmJiIpKUlYxNTPi8gPZ+jSpQtcLpeMU/v27VFbW4ugoCAsWrRIIGRnzpzBa6+9hoMHD2L2\n7NkwGo1IS0vDnDlz5PuSkpKgKAqioqIEvsGGb3R0NNLS0mQ98PexiBa/pp6PP0X/W7AcZiq6X0sk\nOTkZFRUV6N69u7CW6fV6xMXF4ZlnnsHixYuxdu1aPPnkk9Dr9WJg9+vXT6LNnHkLCwuDyWQSDYEd\nO3ZosP9E9/Qd2Fjs378/MjMzJbPC9J7vvPOOZON4ftwfBZ4yZYoUvEZHR4vDxp+thjMFBgZi7ty5\nUtjNe5qiKOjfvz8GDx6Mdu3aQVEUhIWFoX379mjTpg3y8/NlT2KWK4/Ho6k3eJhuNBolkKMOovBc\nZRgZP18if3Bi0qRJmDZtmjjOHKSZPn06tm7dil69eoGINCxZQ4YMweXLl2VPnjhxIkaPHo2IiIh/\n6ED4fD7s3LlTzg+uD2CYUElJCRRFQY8ePXD16lVhjuJr27t3L3w+n9REpaSk4NKlS5IB3rZtGxRF\nkXk6Z84cEJEwHvEe36JFC1y9ehU+nw9nz56VM6ukpATdu3dHRkaGBopKRHKNfH4x+QZnGphsgyF1\n99/3O++8g/bt20Ov12Px4sXyWmlpqWR0wsPD8fLyZham5tbcmtv/h+3u3bv4w//zB5x84iTm2uci\nmqJlIx4+fDhKSko0UXE2YDjyyIeGmj5SURRUV1ejpqYGI0aM0Cgq80FbXFws0KV/ZIw8TPd6vTCZ\nTA9EfGNjY5GRkfHANXCPjIzU3DeR33mJjIx8JAWJ3C0WC4KCgjTF4iEhIcjLy0NRUZEGehQVFYWB\nAwcK3MPlcmHixImYNWuW1CkQ+aNeq1evFlVtm80Go9EoDhIr3nJ2hWEurODLz4QNmZiYGI3hylAK\n9aFJdA+69TDPw+VyadSJeT7l5OSgrKxMnIagoCAMHDhQI95HRJrC83bt2iE/Px8pKSloaGjQMG3x\nIb5//37JRhD5aW/XrVsnGgk8JwsLC5Gbm6vJRvHzUasec22CoigaSJGiKI8kik3kj+4mJCRI5og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IG8Q4cOsFqtcDgc6N+/Px5//HEMGzYMAQEBCAwMxNSpU7FkyRKsWrUKq1evRsuWLaHX61FX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\nKikpobt379Ibb7xBd+/eJZPJRDdv3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/XKvAoICEBTUxOIfEE5ZQaXiNDS0qISwOTv1dTU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\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ee42WL19O9fX1RER8ppWXl9PMmTPp8uXLtGDBAurUqROtXr2aDAYDHT58mDZt2kRms5lO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\nyivK0Wg0DOg7ADdXN2w226/PbL97FZcW09DYQHu/9lhtVhotjXf8LKZQK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"text/plain": [ "Graphics object consisting of 605 graphics primitives" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "s.plot()+traj.plot()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "traj.is_closed()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Cone Surfaces\n", "Secretly, the billiard table is actually a cone surface; the double of a triangle across its boundary." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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2/NcbGrZvb8n69a1o376Knj2jvZRt8Epf0/r1MHMmLFgQUlAARxxRyPTpMQ4/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\n", "text/plain": [ "Graphics object consisting of 11 graphics primitives" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "s.graphical_surface().make_adjacent(0,0)\n", "s.plot()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SimilaritySurfaceTangentVector in polygon 0 based at (3/4, 0) with vector (a + 3, a + 1)\n" ] } ], "source": [ "v = s.tangent_vector(0,(3/4,0),(3+a,1+a))\n", "print(v)\n", "traj = v.straight_line_trajectory()\n", "traj.flow(1000)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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S8CyJiYl06dIFgAkTJjBkyBBV8hw8eDA1atRg+vTpuLu7U61aNX788UeWL1/O\nunXrKFmyJKNHj8bZ2Vn1nRcSEhIMLwiHDx8mOTnZ8ILg4OBA69atKV26NCAFrxBCCCFUFBsLS5ZA\nUJBCVJQR9eod4dq1Nnz22WQGDnz2llXixS5fvsycOXM4deoUFhYWpKeno9PpqF69uqH1wdbWFlNT\n0+fG2LlzJ99++y29e/fmwIEDhIWF5fmQjLi4OLp378706dPp2bMne/fu5csvv6RUqVLo9Xo8PT3x\n9PQ0FJ35SafTcebMGUN7yPXr1zExMaF58+Y4OjpStWonJk/uzYkTRlLwCiGEEOL1KQpEROT05m7c\nqGBsDN27J+DiEkPjxmlMmzaNiIgIQkNDKVWqVGGn+8aIjo4mMDCQnTt3UqNGDXx8fGjfvj0ZGRmG\n08y0Wi0xMTGUKFGCli1bGrb1euedd56I9dVXXxEVFYWfnx9OTk44OzvzySef5Cm/rVu3MmPGDPbs\n2cPx48eZP38+d+/epWzZsqxduxYrK6s8xc+L+/fvG4rf48ePk5mZCfhy4oSPFLxCCCGEeHXJybBm\nTc6WYmfOGFGzZhbOzjH06RNP2bJ6w3XR0dG4uLgwdOhQxowZU4gZvxmSk5NZtmwZ69evp3Tp0owe\nPRonJ6dntgQoisK1a9cMxd3Zs2fJzs7GxsbGMPtbv359unfvTv/+/fHy8mLx4sUsWbKETZs2Ua1a\ntVzn+fnnn3Pr1i3Mzc25cOEC//rXv+jatSvffPONYda3KMjIyCAs7Cxz53bnxIlaUvAKIYQQ4uXO\nn4fAQFi5UiE1Fdq3f4irawwtWybzjPVCAPj7+xMSEkJYWNgrrar/X5SVlcXGjRtZunQpmZmZDB48\nGE9Pz9eaFU9MTDQc53vo0CGSkpIoXbo0KSkpeHl58eGHH2JqaoqzszPvv/8+M2bMyFWuV65cYfDg\nwej1eho1asTEiROxs7MDcgrhixcvsnnzZtUWx+WV9PAKIYQQ4qUePYKwsJy2hQMHoGJFPU5OsTg7\nP6By5UcvvT85ORknJyc6duzI1KlT8z/hN0h2djZ79uwhICCA6Oho+vXrx5gxY/L8YqDX6zl79iy+\nvr6cP3+e7OxsjI2Nee+99yhfvjz79+9n5cqVNGrU6JVjPnjwgODgYLZu3YqiKIYFcH/feeHWrVu4\nu7szfvx4Bg8enKdnUIsUvEIIIYR4rjt3YNEiWLhQITraCDu7NFxcounYMZHixV/vn/m1a9cyb948\nQkJCqF2Ms5pxAAAgAElEQVS7dj5l/GY5fvw4vr6+XLx4kXbt2jFhwgTVfzf9+/enfv36jBs3zrDr\nw7Fjx8jIyMDU1JQ+ffrg6OiIvb095ubmz4yRkpLCqlWrWL16Nebm5tSrV4+oqCh27tz5zG3G/v3v\nf7Nr1y7CwsIoW7asqs+TG1LwCiGEEOIJ2dkKq1f/ydat9di6VcHcXKFnz79wdY2hXr2MXMfNysri\nww8/pG7duvzyyy8qZvzmuXbtGv7+/mi1Who3bszEiROxVbsSI6d/unfv3syaNYuuXbsafp6ZmcmK\nFStYuHAhFStWJD4+HjMzsyeO861atSo6nY4tW7awaNEi0tLS8PDwYOjQoQwZMgQ7O7vnztbHx8fj\n7OyMi4sLH3/8serP9brys+BVd7M1IYQQQuSrxERYsQJmzJhJXNw8atc+z6RJmfToEU/p0tl5jm9q\nasq4ceOYOnUqkZGR+VLgFXWxsbGGwxiqVq3K7Nmz6dSpU64PY3gZjUaDiYkJbdq0eeLnZmZmfPTR\nRxw/fpzExEQWLFjAoUOH0Gg0/Pzzz/z000+88847pKenk5ycTK9evRg3bhxWVlbcvn2bqKgofHx8\nnjtuxYoVGTJkCEuWLMHd3Z2qVavmy/MVBc9pWxdCCCFEUXLyJHz0EVStqjBpkkKjRq4UL55Ku3ZT\n+PDDB6oUu4916dKFRo0a4evry//SF8EpKSksWLAAZ2dnDh48yGeffcbGjRvp3LlzvhW7AFqtlmbN\nmmFhYfHUZ0ZGRvj4+HD9+nXOnz/P4MGDCQ4O5tdff8Xa2prY2FgyMnJm9H///XfmzZvHjh072LNn\nD8WLF6dly5YvHHvQoEGUKVOGwMDAfHm2okIKXiGEEKKIysiAVaugTZucr3i3b9cxdOg9duw4wy+/\npDFkyCDWr19HdHS0quMaGxvj4+PD+fPn2bdvn6qxi6JHjx6xfv16nJycWLt2LYMGDSIsLIz+/ftT\nvHjxfB07IyODo0eP4uDg8NxrmjRpQpcuXQgKCuLKlSt8/vnn+Pj4ULJkSQICAtBqtSxfvpyBAwdy\n584dpk2bRmBgIGZmZqxdu5ZLly4998WlRIkSeHl5ER4ezqVLl/LrMQud9PAKIYQQRcyNGxAUBEuW\nKMTHG9G6dQqurjH861+J/H2b15SUFJydnXF0dOS7775TPY+PP/6YGzdusGnTpnwv/AqDoij89ttv\nzJ8/n3v37tG7d2+8vLyeOhAiP2m1WiZOnEhISAh169Z97nXnzp1j+PDhAFSuXBlvb2+6du2K8TP2\nmIuKiuLDDz+kTp063Lt3j9TUVCwtLXFwcMDR0ZGWLVs+sY2aTqdj4MCBWFpaEhAQkK+z2S8iPbxC\nCCHEW06vh127crYUCw9XKF1aoU+fOFxcYqlVK/OZ95QuXZqPPvqIOXPm4OHhwbvvvqtqTuPHj8fD\nw4PNmzczYMAAVWMXtpMnT+Lr68u5c+dwcHBg7ty51KtXr8Dz0Gg0VKlShTp16jzz87S0NNasWcPK\nlSsNLx2LFy9+4Qlp169fR6/XM2fOHKysrDh16pTh0IutW7dSrFgxbG1tDQvfrK2tmTBhAp9++imH\nDh2ibdu2+fKshUlmeIUQQohC9OABLF0KQUEKN28a0bBhBq6u0XTv/hfm5i//J1qn0+Hu7k716tXx\n8/NTPb8ffviBAwcOsHXrVkqXLq16/IJ248YN/P39OXjwIA0bNsTHxwd7e/tCyUVRFPr164eDgwOT\nJ09+4jOdTse2bdsIDg4mOTmZ/v374+LigqenJ7179+bzzz9/btwZM2Zw8uRJNm/e/NRnt2/fNmx7\nduLECR49eoS1tTUODg4cO3YMRVFYu3YtJiYmqj/vy8gMrxBCCPEWURQ4ciRnNjckRMHICLp0SWDa\ntBgaN07jdb5RLlasGN7e3kyePJkjR47QqlUrVXMdM2YMu3btYsWKFXh7e6sauyDFxcUZDmOoXLky\nM2bMeG5LQEG5ceMG9+7de6J/V1EUDh48iL+/Pzdv3qRHjx6MGzeOKlWqADB8+HACAwMZMGAANWrU\neCqmoihotdontjf7uxo1ajBgwAAGDBhAWloaR48eRavVsm/fPh48eADA0KFDcXNzw9HR8a05cU9m\neIUQQogCkpoK69ZBQIDCyZNGVK/+CBeXGPr2jaNcOX2u4yqKwogRI8jKymLVqlWqF3EBAQGsWbOG\nLVu2vPCr9KIoNTWV1atXs2rVKkxNTRk5cqTh6N7CtnLlSoKDg/ntt98wNzfn3Llz+Pr6cvLkSVq2\nbImPjw8NGjR44p6MjAxcXV1p2rQps2fPfirmpUuX8PT0JDAw8LVmrhVF4cqVK3z77bfcunULvV6P\noig0aNDA0PrQqFGjfH1ByM8ZXtmlQQghhMhnly/Dxx9DtWoKo0crWFgk4+t7lS1bzjBkSEyeil3I\n2bpq4sSJXL58md27d6uU9f8ZMmQIJUqUICgoSPXY+UWn07Fp0yacnZ1ZsWIF7u7uhIWFMWjQoCJR\n7EJO/669vT0PHjxgypQpDBs2jJSUFPz9/VmwYMFTxS6Aubk5Xl5e7Nu3j3Pnzj0zZqlSpWjevPlr\n5WJkZET9+vX5+eefARgxYgTTp0/H2tqakJAQhg0bRrdu3fjuu+/Yu3cvycnJuXvoQiIzvEIIIUQ+\n0Olg27actoXffoMKFfT07fsAF5cHVK2alS9jTpo0icuXL7Np0ybMzMxUjR0SEsLcuXNZt25doSzu\nelWKonDgwAH8/f25ffs2PXv2ZOzYsVSuXLmwU3tCcnIynTp1okWLFpw6dQpLS0vGjh1Ljx49Xto/\nq9frGTRoEBYWFixcuPCJXRWGDx9OpUqV+Omnn3Kd29y5c9m+fTtbt26lXLly6HQ6zp49a1j49uef\nf2JiYkKzZs0Ms7+1a9fO8+4OcrSwEEII8Ya4ezebQYOmcemSJzExNjRvnoarawydOiVgapq//+Te\nvHmT/v37M2HCBDw9PVWN/ejRI9zd3alRo0a+LI5Tw+nTp/H19eXMmTO0bt2aCRMmUL9+/cJO6ykZ\nGRlMnz6dPXv2UKpUKUaMGEH//v0xNzd/5RgRERH4+Pjw888/0759ewASEhLo2rUr33zzDX379s11\nfgkJCTg5OdGnTx8mTZr01Of37983LHw7duwYmZmZVK1a1bDtmZ2d3Ws9y2NS8AohhBBFmKLA77/n\nzOZu2XIMvb4l7dqFMWbMu9Svn16gufz444/s2bOHsLAwypYtq2rsffv2MWXKFAICAl56gldBunXr\nFvPnz2f//v3Y2Njg4+ND69atCzutp+j1enbs2EFQUBBxcXGUKVOGzZs3U65cudeOpSgK3t7exMbG\nsn79eooVK8Z//vMfvvvuO3bt2pXnxWbLli0jKCiITZs2PXNx3GMZGRkcP37cUADfv38fMzMzWrZs\naSiAX3V2XQpeIYQQoghKSso5CS0gQOHiRSPq1MmkcuUvOX16Eb/9to9ixQp+M6S4uDicnZ1xc3Nj\n4sSJqsZWFIXhw4ej0+lYuXJloe5wABAfH8/ixYvZsmULlpaWjBs3jh49ehR6Xv/0eOcEPz8/rl+/\nTteuXTl8+DDOzs5MmDAh13EfL1D76quvcHFx4csvv+Tu3busXLkyzzlnZGTg4uJCs2bN+PHHH1/p\nHkVRuH79OhqNBq1Wy+nTp9Hr9dSrV8/Q+tCkSZPn/n8hi9aEEEKIIuTMGfDyylmE9vHHCtWrJxEU\ndJmQkHMkJu6mTZvWhVLsAlhaWjJ48GDWr1/PvXv3VI39eHHcpUuX2LNnj6qxX0d6ejqLFy/G2dmZ\n8PBwvL292bJlC7169Spyxe6FCxcYO3YsH3/8MeXLl2flypV4eHjw8OFDHB0d8xS7QYMG9OjRg+Dg\nYB4+fMjhw4dfeETx63i8OG7v3r3PXBz3LEZGRtStW5ehQ4eycOFC9u7dy6xZs7CxsSEsLIxRo0bR\ntWtXpk6dSnh4OImJiark+kq5yQyvEEII8XKZmbB5c07bglYL77yjo1+/WJyd43jnnUdAzoxjt27d\nmDZtGr179y60XNPS0nB2dqZly5b88MMPqsf/7LPPuHLlCps3by7QHQ90Oh3bt28nODiYpKQk3N3d\nGT58eK5aAvLb3bt3CQgIYPfu3dSpUwcfHx8cHBwwMjIiKCiIDRs2sGfPnjy/GN27dw9XV1d69OjB\ntm3bWLFiBY0bN1blGfR6PR4eHpQtW5bg4OA8LUrT6/VcuHDBsPDt8uXLGBsb06RJE0PrQ3Z2MwYP\nbiwtDUIIIURBu3ULFi6ExYsVYmONaNkyBReXGD74IJF/1irbt29n+vTp7N69mwoVKhROwv/f5s2b\n+fHHH1m9evUzt7fKi/xcHPcsiqLwxx9/4O/vz40bN+jevTtjx46lWrVq+T7260pMTGTp0qVs2LCB\n8uXLM2bMGPr06fPEzguenp5YW1sza9YsVcacN28e69evx8LCgt27d6s6y63Vapk4cSK//PIL7dq1\nUy3ugwcPDH2/R44cIT09nfLlrUhI8OPECXcpeIUQQoj8lp0Ne/fmzObu2KFQqpRCr15xuLo+oHbt\njOfeN3nyZKKjo1mxYkUBZvtsOp2O/v37Y2VlxYIFC/K8ZdQ/zZo1i3379hEWFkaZMmVUjf13586d\nw8/Pj8jISN5//30mTpxIw4YN82283MrIyCAkJIRly5ahKApDhgzBw8ODEiVKPHFdXFwc3bt3Z/r0\n6fTs2VOVsZOSkujSpQs1atR45nHCeaEoCuPGjSMuLo5169blS6tOVlYWJ0+eZPv2w+zaNZYTJ9pI\nD68QQgiRX+Lj4eefwcZGoXt3uHw5gylTovjPf04zadLtFxa7Op2Ow4cP57kvUy3FihVjwoQJHD16\nlMOHD6sef/To0Tx69Ihly5apHhvgzp07fPnllwwbNoykpCR8fX0JDAwscsXu450XXF1dCQgIoGfP\nnoSGhjJy5Minil3IORjCyMiItm3bqpZDWloa2dnZ3L59m5s3b6oWF3L6cn18fLhx4wbbt29XNfZj\npqamtGrVCk/PKUCbfBmjcDrqhRBCiCLk2LGc2dz16xWys6Fz50S++iqG995L5VUnRk+dOkVqamqR\nKXgB2rdvT/PmzfHz86Nly5YvPdDgdVhaWuLp6Wk4xaxKlSqqxE1MTGTx4sVs2rSJChUq8O2339Kr\nVy9Vc1fL4cOH8fPz48qVK3Tq1Alvb2+sra1feI9Wq6Vp06aq9h1rNBqMjY2pVKkSCxYsYM6cOarF\nBmjYsCHdu3cnKCiI7t27P7OQL+pkhlcIIcT/pLQ0WLYM7O0VWraEvXsfMWrUXXbsOMP06ddp1uzV\ni13IKToqVqxYpA46eLyrwtWrVwkPD1c9vqenJxYWFgQGBuY5VkZGBsuWLaNfv35s376dMWPGsGXL\nFvr27Vvkit3Lly/j7e3N+PHjKVmyJMuWLePf//73S4vdrKwsjhw5otpOCo9pNBpatGiBt7c3+/fv\n59SpU6rGBxg7diwPHz5kzZo1qscuCFLwCiGE+J+i1d6nXbs5VK36FyNHKpibp/Drr9fYsuUMw4bF\nUKGCLldxNRoNDg4ORW5brKZNm9KpUycCAwPJyHh+S0ZulCpVio8++ojw8HAuXbqUqxh6vZ5t27bh\n4uJCUFAQffr0ISwsjOHDh+fqtK78dP/+fb799ls8PT2Jjo5m7ty5LFq0iKZNm77S/SdPniQtLU3V\nbwEeH/zg6OhI9+7dsbGxwc/PD7WXaFWrVg13d3dWrlxJfHy8qrELQtH6v1IIIYTIBzodbN0K3bqB\no+MO/vhjCt27xxIaeo55867wr38lkZdJxDt37nDz5s0i1c7wd97e3sTFxbF+/XrVYzs5OWFtbY2/\nv/9r3ff4MAYPDw+mT59Os2bN2LRpE5MmTaJ8+fKq55kXDx8+xNfXF1dXV44cOcKUKVMICQnhgw8+\neK3FgBqNhnfeeQcbGxvVcjt+/DiZmZk4OjpibGzMxIkTOXPmDPv371dtjMdGjBiBiYkJixcvVj12\nfpOCVwghxFsrJgZmzoQ6dRScnCA6Oo369TfStGlTPv88lerVs1QZR6PRUKxYMVq1aqVKPLVZW1vj\n6urKsmXLVN/s//HiuCNHjrzy4riLFy8ybtw4Jk6cSJkyZVi+fDk//vjjC4+wLQxZWVmsXr0aJycn\nNm3axLBhwwgNDcXV1TVXuxVotVrDXrxq0Wg0VKtWjVq1agHQqlUr2rRpw/z589HpcvdtxfOULVuW\n4cOHs2XLFtUXx+U3KXiFEEK8VRQF/vgDBg6EGjUUfvghG1vbv1i16iJBQaeJitLQrp26M7FarRZb\nW1tKlSqlalw1jRo1CoAlS5aoHrt9+/Y0a9YMPz8/9Hr9c6+7d+8eX3/9NYMHDyYuLo5ffvmFhQsX\n0qRJE9Vzyovs7Gx27dqFm5sb/v7+dO3aldDQUEaPHk3JkiVzFTMqKoqoqChV+3cVRTG00vy9iJ4w\nYQK3b98mNDRUtbEe69+/v2Fx3JtECl4hhBBvheRkCAqCZs0U2rWDw4ezGD/+DuHhZ/jmm5s0bJhG\nZGQk6enpqrYepKenc+LECdUXIqmtQoUKDBkyhI0bN3Lnzh1VYz9eHHflypVnLo5LSkri119/xdXV\nlWPHjjF16lTWrVtHu3btVN8fOK+OHTvGkCFD+Prrr7GxsSEkJIQpU6ZgaWmZp7gajYbixYvTsmVL\nlTKFP//8k+jo6Kf+nm1sbOjVqxcLFy4kNTVVtfEAzMzMGDt2LPv37+f06dOqxs5PUvAKIYR4o507\nB97eUK2agre3gqXlQ+bPv8KGDWcZNCiWMmX+b8ZRo9FgZWVFvXr1VBv/6NGjZGVlFdn+3b8bNGgQ\n5cuXJyAgQPXY7733Hh07dnxicVxmZiarVq3CycnJsDdtWFgYzs7O+XKAQV5cu3YNHx8fxo4dS/Hi\nxVm8eDFz5841tArklUajwc7OLtczxM+LaW5ujp2d3VOfeXl5kZqayqpVq1Qb77EePXpgY2ODr6+v\n6ovj8osUvEIIId44WVkQEgLt20PTprBhg47+/e+zbdtZ5sy5RuvWyfxzs4Tnff2bVxqNhho1alCz\nZk3VYuYXc3NzxowZw549ezh//rzq8f++OG7nzp24uroyf/58unfvTmhoKKNGjSpye7jGxMTw/fff\nM3DgQG7fvs2///1vli5dSvPmzVUbIzU1lcjISNVfirRaLfb29piZmT31WeXKlRk4cCCrV6/mwYMH\nqo7798VxBw4cUDV2fpGCVwghxBvj9m345huwtlYYMADS0lKZNes627efwcvrPpUrP3ruvbdu3eLO\nnTuqFh2KohAREfFGzO4+1rt3b+rUqZMvs3M1a9bEwcGBgIAAvv32Wxo2bEhISAiTJ0+mYsWKqo6V\nVykpKSxYsAAXFxc0Gg2ff/45GzdupFOnTqq3WRw9ehSdTqfq38nDhw85c+bMC2MOGzYMMzMzFi5c\nqNq4jz1eHOfv76/64rj8IAWvEEKIIi07G/btA2dnqFVL4ddfs2nXLo71688TFHSJrl0TKF785YWb\nRqPB1NQUe3t71XK7du0aMTExRb5/9++KFSuGj48PkZGRaLVa1eJeuXKFCRMmcPDgQQC6dOnCnDlz\nVGsJUMujR49Yv349/fr1Y+3atXh6ehIaGoq7u3u+tVloNBpq1qxJ9erVVYt56NAh9Hr9C//2LCws\nGDlyJFu3buX69euqjf3Y48VxYWFhqsdWmxS8QgghiqSEBJg3Dxo2VOjSBc6fz+CLL6LYufM0kydH\nUa/e6x2ioNVqef/991X9Sl2j0VCiRAlsbW1Vi1kQHBwcsLOzw8/PL8+zc9HR0Xz33XcMGjSIu3fv\nMmfOHEaPHs3+/fu5e/euShnnnaIo7N27Fzc3N3755Rc6dOhAWFgYY8eOpXTp0vk6rlarVf1bAI1G\nw7vvvkvlypVfeJ2bmxtVqlR57X2SX0V+Lo5TmxS8QgghipTISBg1KmcR2hdfKNSpk8iiRZdZu/Y8\nbm5xlCqV/doxU1JSiIyMzJcjXVu1aoWpqamqcfPb410Vrl+/zo4dO3IVIzk5GT8/P1xcXDh06BCT\nJ09mw4YNdOjQgUGDBlGuXLl8WRyXG5GRkQwbNowvv/ySOnXqsG7dOr7++msqVaqU72NfvnyZuLg4\nVQtevV7PoUOHXimmqakp48aN448//uDEiROq5fCYl5cXKSkprF69WvXYapKCVwghRKHLyIBFi9Io\nXdoeO7sphIXtZ8iQKLZvP8OMGddp0SKFvLRVHjlyBL1er2rRkZiYyNmzZ9+o/t2/a9SoEd26dSM4\nOJj09PRXvi8rK4s1a9bg5OTEhg0bGDp0KKGhobi5uRlaAkqUKIGXlxe7d+/mwoUL+fUIL3X9+nU+\n+eQTRo8ejaIoBAUF8euvv1K3bt0Cy0Gj0VCqVClVF8FduHCBxMTEV36B69KlC40aNcqXvu3Hi+NW\nrVpFXFycqrHVJAWvEEKIQnP9OnzxBVSvrjB69ENKlnyXUqUWER/fkXXr3uOXX75g586deT4dTKPR\nULt2bapVq6ZS5nD48GGys7PfqP7dfxo3bhwJCQmsXbv2pdf+/TAGX19fOnbsSFhYGGPGjHnmgRv5\nuTjuZeLi4pg5cyYDBgzg+vXrzJo1i+XLl/P+++8XaB7wf98CFC9eXNWYZcuWpWnTpq90vbGxMT4+\nPly4cIF9+/aplsdjjxfHBQcHqx5bLUVrEzwhhBBvPb0ewsMhIAB27VKwsMimT584XF3jsLb+DL3+\nYy5evIhGo0Gj0fDtt99iZGRE06ZNcXBwwNHRERsbm1deSZ+dnU1ERAQ9e/ZU9Tk0Gg3169cvkK/F\n80u1atVwd3dn5cqVODs7U6FChWded/z4cXx9fbl48SLt2rVj3rx51KlT54WxHx85/Mknn+RLD+uz\nPN53dvXq1ZiZmfHJJ5/g6upaaC0nCQkJnD9/HhcXF1XjajQa2rRpg4mJySvf8/777+Po6Mj8+fP5\n4IMPVC3AHy+OmzdvHh4eHtSuXVu12GqRGV4hhBAF4sEDmD0b6tZV6NMHoqLS+eabW+zceZpPPrmD\ntXUmACYmJjRp0gQvLy9Wr15NeHg4U6dOpWLFiqxYsYJBgwbRq1cvZs6cyYEDB0hLS3vhuJcuXSI+\nPl7VmdjX6aFUy8mTpfnkk7r06NEUe3tbfv+9rCpxR4wYgZGREYsXL37qs2vXrvHxxx/j5eWFsbEx\nCxcu5JdffnlpsfuYo6Mjtra2Lz1yOK90Oh0bN27EycmJVatWMWDAAMLCwhg4cGCh9ldrtVoURaFt\n27aqxXzw4AGXL1/O1d/e+PHjuX//Pps3b1Ytn8fyc3GcGmSGVwghRL5RFDh0KGc2d+NGBSMj6Nbt\nL6ZPj6Vx4xcXqo9VqlQJJycnnJycyMrK4uTJk2g0GrRaLaGhoRQvXhw7OzscHR1xdHR8ausnjUZD\n6dKlVe2hPHv2LElJSQVa8KanG1O/fhr9+sXxxRfq9aCWK1eO4cOHExAQwIABA7C2tiY2Npbg4GC2\nb99O1apVmT17dq72pzUyMsLHx4dhw4axY8cO+vXrp1rekLMDwv79+5k/fz63b9+md+/ejBkz5qU7\nFxQUrVZLo0aN8nws8T9jGhsb06ZNm9e+t169evTp04dFixbRu3dvVXeneLw4burUqURGRha5nUuM\nlDflTDghhBBvjJQUWLsWAgIUTp82okaNLFxcYunTJ45y5dSb6YuKijK0PkRGRqLT6ahZs6ah+G3e\nvDkjR440FG1qWbBgAaGhoezevfu1vlZWi729LXPn/kn79kmqxMvIyMDV1ZUGDRpQt25d1qxZQ4kS\nJRg1ahSurq55/vr7yy+/5NSpU4SGhmJubq5KzqdOncLPz48zZ87Qtm1bJkyYwLvvvqtKbDXodDo6\nd+7MwIEDGTNmjGpxJ02aREJCAkuWLMnV/bGxsTg7O+Ph4YG3t7dqeUFO+9CwYcMwMjJi+fLlr/2C\ndOlSCTw9G3HiBKhdL8sMrxBCCNVcupQzm7tihUJyMrRrl4yfXwytWz986qhfNVhbW+Ph4YGHhwep\nqakcPXoUjUbD7t27WbNmDSVLliQtLY13332XuLg41WbaNBoNbdu2LZRiNz+YmJhga2tLeHg4ERER\neHp6MnToUNVmAL29vXFzc2Pt2rWMGDEiT7Fu3rzJggUL2L9/P/Xr12fBggW0atVKlTzVdPr0aVJS\nUlT9FiArK4sjR47k6Xf4zjvvMGjQINasWYObmxtWVlaq5fd4cZyXlxe//fYbnTt3Vi12XknBK4QQ\nIk8ePYJt23IK3f/+FypU0OPqGouzcxxVq2YVWB6lSpWiQ4cOdOjQAUVRuHz5MosXL+bAgQNs27aN\nrVu30qhRI8PCt4YNG2Kciyo8Ojqaq1evMnz48Hx4ioKlKAq//fYbCxYs4Pbt25QpU4YaNWowbtw4\nVY/XrV69Oh9++CErVqzA2dmZ8uXLv3aM+Ph4Fi1aRGhoKO+88w4//PAD3bp1y9V/w4Kg0WioWLEi\nDRs2VC1mZGQk6enpeS6ihwwZwpYtWwgKCuK7775TKbscf18c1759e1UXx+VF0fwrEUIIUeTduwff\nf59z3K+bGyQkpDJjxnV27DiNt/e9Ai12/8nIyIgGDRpQrFgxGjduzJ49e5g2bRrVqlVj3bp1DB06\nlB49evD999+zb98+UlJSXjm2VqvFxMQkVz2URcnJkycZPnw4U6ZMwdramvXr1zNr1izOnz/P77//\nrvp4I0eOfO7iuBdJS0tj0aJFODs7s3v3biZMmMCmTZvo0aNHkS12IefvpG3btqrmqNVqsbKyol69\nenmKU7p0aT766CN27NjBtWvXVMru/4wfP5579+7ly+K43JIZXiGEEK9MUeDAgZzZ3NBQBTMzhR49\n/sLVNRYbm1c/vKAg6HQ6Dh06hKenJ+XLl6d379707t0bnU7H6dOnDQvftm/fjomJCc2bNzf0/taq\nVWYpstQAACAASURBVOu5M5wajYZmzZphYWFRwE+kjps3b+Lv78/vv/9OgwYNCAz8f+ydeUBN+f//\nH7ciKfsyY9+amIiEVDKWYkRDm1SKJKESM8YyxsyYGWMw1vZEWUIixdjpM5+Zz7lJkT3b2MeWkLX9\nnt8f/brfMWOrTsrMefxZ5zzP65zuub3er/drCaNHjx5AcVFTz549CQoKwtLSUj1IQgrq1q2Lp6cn\nYWFhuLi40KJFi1ceX1hYyPbt24mIiODRo0e4uLjg6elJnTrSdKeoSG7evMmlS5fw8fGRVFcQBHr1\n6iVJ9N3BwYHY2FgCAwMJDAyUwLr/o6Q4buXKlZIXx5WVqrs0kpGRkZGpMjx8CEFBYGgo0r8/HD2a\nx2efXWfXruN88cXVKufsQnFR09OnT/+2/aulpUW3bt2YPHkycXFxbN++nalTp6KtrU14eDjDhw/H\nzs6OhQsXkpycTF5envrcvLw80tLS3slhE1lZWcybN48RI0Zw4cIF5s6dy9q1a9XObgmTJk3i2rVr\nbNu2TXIbXFxcaNiwISEhIS89RhRFfv31V1xcXJg3bx6mpqbEx8czefLkd8LZhWLHVFNTEzMzM8k0\nr169yvXr1yXLCa5WrRp+fn4kJyeTmpoqieafGT9+PDk5OaxZs0Zy7bIgR3hlZGRkZF7K8ePF0dyY\nGJH8fOjX7yFTptyhW7fyjfp9GyiVSho0aED79u1feVzTpk1xdnbG2dmZ3Nxc0tLSEASBX3/9lbi4\nOGrUqEGPHj2wtLSkRo0a5ObmVso44ZwcDa5f16akt9KNG9qcP69D7dqFvP9+wUvPe/r0KTExMaxb\nt47q1asTEBDA8OHDX9qftkOHDtjY2LBixQpsbGyoWbOmZPdQo0YNJk6cyJw5czh16hSdOnV67ven\nTp1i+fLlHD16FFNTU+bOnUuHDh0ku/7bQhAEunbtKmlkUxAEqlev/rcFSnmwsrKiU6dOBAYGsnbt\nWknTLyqyOK4syG3JZGRkZGSe4+nTQmbOjOfQIWvS0hrQuHEh9vaZ2Nll0ajRyx2rqsbw4cMxMjLi\n66+/LtP5oihy8eJFderDiRMnKCoqQktLC3d3dywtLTEyMnprnRqOHNFjwgSDvy00hgy5xzffXP3b\n8YWFhSQmJhIZGcnjx4/VKQG1a9d+7bVu3bqFo6Mjnp6ekm/LFxUV4e7ujp6eHitWrEChUHD9+nVC\nQkI4cOAA+vr6TJ48GTMzM0kL594Wubm5WFlZMXHiRNzd3SXT9fX1RUtLS/L0g2PHjuHt7c3cuXMZ\nNGiQpNpPnjzBzs6Ojz766I3eQ7ktmYyMjIxMhXPlCkREQHj4MbKzXQANWrc2YfBgMz76yJKGDdsB\n74YDcuPGDS5fvszEiRPLrKFQKNDX10dfXx9PT08ePnyIk5MTtWrVIiEhgdWrV1OnTh3Mzc2xtLTE\n3Ny8Qrfcu3V7Qlpa+muPK0kJCAoK4tq1awwePJiJEyeWahhDkyZNGDFiBOvWrcPBwUHSwQmampoE\nBAQwadIkdu3axZkzZ9iyZQsNGjRgzpw52NjYvNPt3g4fPkxeXp6kuwBPnz4lPT2dTz/9VDLNEoyN\njenbty8hISH0799f0sl0JcVxixcvxs3NrdzFduVBdnhlZGRk/sWoVLB3b3Haws6dIrq6Ira2Lenb\ndz9Xr/4HQRCIilpJaGgw77//vrqlV48ePSQbIFARCIKAlpaWpP1Z79+/z4MHD/jmm28wNzfn9OnT\n6qEXe/bsQUNDAyMjI3Xhm76+/luPUJ44cYLly5dz/Phxevbsybx5816b0vEyxowZw7Zt24iMjOSL\nL76Q1E5jY2OaN2/OnDlzqFmzJhMmTMDFxaVKf6beFEEQaNasGa1atZJM89ChQxQWFlZYKo2/vz8j\nRowgLi5O0qg0/F9xXFBQEMuXL5dUuzTIDq+MjIzMv5B79yAqCsLDRS5dUtChQw6zZmUyaNB9dHRU\nQD26d3fE0dGRvLw8jhw5ot7aj4+PR1tb+7lxvk2bNq3sW3oOpVKJiYkJurq6kmkKgoC2tjbdu3dH\nU1OTzp0707lzZ3x9fcnMzESpVP7/BUIUISEhvPfee+oFgqmpaYU6c1evXiUkJIT//Oc/GBgYEBwc\nXO6Cqdq1a+Pl5UVQUBCurq60bt263HYWFRWxY8cOwsPDuX//PqIoMm7cOMmdrMpCFEUEQaBPnz6S\nLnYEQaBNmzY0a9ZMMs0/07p1a+zs7IiKimLo0KFvlPbyppQUx82cOZO0tDRJc5BLg5zDKyMjI/Mv\nQRQhLa04mhsbKyKKMGDAAxwdMzEyevpGRWiiKHLlyhV1ZPPYsWMUFRXRtm1btXPXpUsXSdtZlZac\nnBysrKzw8/Nj5MiRkumOHz8eHR0dli1b9srj8vPzSU9PVz+jP/74g+rVq9O9e3f1M5LKcbl//z6R\nkZFs3bqVhg0bMnHiRElTAvLz83FycsLAwIBFixaVWUcURZRKJUFBQVy8eJGBAwfi6+tLREQEqamp\nJCQkSFocV1n8/vvvuLi4EBQUJFmfZpVKhY2NDYMHD2by5MmSaL6IrKws7O3tcXJykvw6oigyZswY\nioqKWLNmzUuL4+QcXhkZGRmZMvPsGcTGQmioyJEjCpo1K8DH5w5Dh96jXr3CUmkpFAratGlDmzZt\n8PDw4MmTJ6SkpCAIAjt37mTdunXo6elhbm5Or1696NWrV5mmapWHtLQ08vPzJd3+ffLkCceOHWPa\ntGmvPbZ69eqYmZlhZmbG1KlTuXr1qjo6vmTJEn766SfatGmDpaUlvXr1wtjYuNQLhJycHNavX6+u\nrPfz82PEiBFoa2uX9RZfei++vr7Mnj2bY8eOYWxsXGqNjIwMAgMDOXz4MCYmJqxZs4aOHTsCxYVY\nBw4cYP369YwbN05S2ysDQRCoUaMGJhJ6a+fOnePevXsV3gqvYcOGeHh4sHr1apydnWnSpIlk2gqF\ngsmTJzNu3Dj27dsneXHcG9kgR3hlZGRk/pmcPw/h4RAdLfLwIVhaPsbR8Q7m5o+oiJoglUpFRkaG\nemv/zJkzKBQKOnbsqE59aN++fYXntc6bN4+0tDQSEhIk0zxw4AAzZ85kx44dpSr++itPnjzh0KFD\nCIJAcnIy9+7dQ09PDzMzMywtLbGwsKB+/fovPb+wsFCdEvDw4UOcnZ0ZM2YMdevWLbNNr0OlUjFq\n1CiqVatGVFTUG//9bty4QWhoKHv37qVt27YEBAS8cGjC8uXL2bJlC4mJiTRo0KAibuGtMW7cOGrV\nqsWSJUsk04yMjGT9+vUcOHCgwndOnj17hr29PT179uS7776TXH/q1KlcuHCBLVu2vLA4riIjvLLD\nKyMjI/MPIj9fxTffbCctzZakJC3q1Svik0/u4uBwl+bN3+6o36ysLLXzm5qaytOnT2nYsOFzea1S\n5thC8dapra0t/fv3Z+rUqZLpzpkzhzNnzrBp0ybJNFUqFWfPnlWnPmRkZKBQKDA0NHxugaChoaHO\nDQ0KCuLSpUsMGjSIiRMnVlhO519JS0tj4sSJLFiwACsrq1cem52dTVRUFJs3b6ZOnTpMmDABW1vb\nlzprjx49ws7OjoEDBzJz5syKMP+t8OjRIwYMGMD06dNxdHSUTHf06NE0adKE+fPnS6b5KuLj45k/\nfz7r1q2TvAfylStXGDFiBAEBAS9MN5IdXhkZGRmZV3L7NqxcCcHBJ7hzpwvNm4cwbpwN1tYP0Nau\n/K/5goICjh07pnburl69ipaWFiYmJmrnrmXLluW+zoULF3B1dZWkaKsElUrFoEGD+OSTT5g0aZIk\nmi/i3r17JCcnIwgCKSkpPH36lAYNGtCxY0euX7/O5cuX6d69O5MnT+bDDz+sMDteRkBAANevX2fz\n5s0vdF5zc3PZtGkT0dHRiKLIqFGjcHNzQ0dH57XaMTExBAUFsWnTJkmK4yqDvXv38uWXX5Z7F+DP\n3L9/n48//phvvvkGW1tbSTRfR2FhISNGjOD9999/5US8sjJv3jwOHDhAYmLi34rjKtLhlUcLy8jI\nyLyjiCL89hu4uECLFiI//KDCwqIp5uaDyc39hv79b1QJZxeKK7V79OjBp59+Snx8PAkJCUyZMgUN\nDQ2CgoJwcHDAwcGBxYsXc+jQIQoKyjbgQhAEdHR0JM2hzMjI4P79+xWeQ9mgQQM++eQTFixYQFJS\nEt9//z16enr89ttvXL58GU1NTRQKBenp6Vy9+vdBExVNQEAAf/zxB1u3bn3u5yqVih07duDo6Eho\naCiDBw8mISGBsWPHvpGzC8VDQho3blwhDtbbQhAEPvjgA8mcXYDk5GQALCwsJNN8HVpaWkyaNIlD\nhw6RkpIiub6Pjw8FBQWsXr1acu1XIRetycjIyLxjPHoEMTHFRWinTyto3TqPyZMzsbW9R61aRdy4\nMR5Hx32sX78eb2/vyjb3hbRo0QIXFxdcXFx49uwZqampKJVKDhw4wMaNG6lZsyY9e/ZUpz+86eAD\nQRDo2bOnpM3zlUoltWrVonPnzpJpvors7GxWrVrF5s2bqVevHl9//TXGxsYkJyejVCoJCQlh6dKl\ntGjRQv18TExMJL3nF6Gvr4+trS2RkZEMHjwYPT09UlJSCAwM5Pz58+rOGGWJ1Gtra+Pr68tXX31V\n5uK4yqSoqIjk5GQcHBwk1RUEAUNDw1fmdVcEffr0wdjYmMDAQHr06CHpIJCGDRvi7u7OmjVrcHZ2\nlnSB8CrklAYZGRmZd4RTp4pbiq1bJ5KTA337PsTRMZMePR7/raXYkiVLSExMJDEx8a3/sywPoihy\n/vx5dVeDkydPIooiHTp0UKc+GBoavrCtUXZ2NgMHDmTWrFnY2dlJZpOHhwfNmzfnxx9/lEzzReTm\n5hIbG0t0dDRQnLvp5ub2t/69OTk5pKamqgvf7ty5g46ODqampurOD40bN64QG+/cuYODgwM2Njbc\nvn2blJQUunTpwuTJk8u9IFCpVHh4eKCtrc2qVaveqbHCJ06cwMvLi5UrV0rmrBcWFmJlZYW7u3ul\ndLA4efIkY8aMYc6cOZKnUzx9+hQHBwfMzMz49ttv1T+X25LJyMjI/EvJz4etW4ujuf/7n4JGjQpx\ndc3Ezi6L9957+ba/l5cX27dvJzIykhkzZrxFi8uHQqGgffv2tG/fnrFjx5Kdna3Oa920aRMrV66k\nXr16WFhYYGlpiZmZGbVq1QIgJSUFlUolaepBVlYWZ86cwcXFRTLNv1JUVMSuXbsIDw8nKysLJycn\nvL29X9rOTUdHhz59+tCnTx9EUeTChQvq3Ogff/wRlUqFgYGBeoHQsWNHySJ0oijSvHlzEhMTad68\nOYsWLZJsyIKGhgaTJ0/G19eXX375hf79+0tg8dtBEATq1KmDkZGRZJrHjh3j6dOnFTZd7XUYGRlh\nZWVFWFgY1tbWkg5O0dXVZdy4cSxYsAA3N7cyTwMsDXKEV0ZGRqYKcu0arFgBkZEimZkKevR4gqPj\nHfr2zeZNOxOtWbOG0NBQ4uLiJB1zWlkUFhZy8uRJtXN38eJFNDU16dKlC5aWlqSnp3P37l3Wr18v\n2TW3bdvG3Llz2bdvn+T9hEVR5ODBgwQGBvL7779jbW2Nn58fLVq0KLNmdnY2Bw8eRKlUcvDgQR4+\nfEjdunUxNzfH0tISc3PzMk3Revz4MdHR0cTGxqKrq0tOTg4DBw7k66+/LrOtL6MkVzguLq5SB5iU\nBjc3N9q2bcvcuXMl01y+fDm7du1i9+7dLx3UUNFcu3aN4cOH4+vry+jRoyXVLimOa9KkCcHBwYDc\npUFGRkbmX4FKBQcOFKct/PyzSM2aIkOGZOHgcJd27XJLrZebm4ujoyMdO3Zk4cKFFWBx5XLr1q3n\n2p7l5+ejp6eHjY0NlpaWdOvWrdxRqWnTppGVlaVOM5CKs2fPEhgYSGpqKl27dmXy5Ml06tRJ0msU\nFhZy6tQp9TO6cOGCeiRySe5vu3btXhmdzc/PJy4ujujoaPLz83F3d8fDw4Pt27ezZMkSNm7cSLt2\n7SS1+8KFC7i5uTF9+nSGDx8uqXZFkJmZyeDBg5k7d66kAxWGDx+OkZFRhSwqSsPChQvZtWsXiYmJ\nkvd7/u9//8vnn3+u7qoiO7wyMjIy/2Bu3Mhh4sRQTp8ex6VLtTEwyMXR8Q6DBt1HV1dVLu0dO3Yw\nZ84coqKi3lrRVWWQmpqKr68v/fv358yZM9y6dQttbW1MTU3Vzl1pi2MKCgqwtrbGw8NDsuK/mzdv\nEhYWxu7du2ndujWTJk3io48+eiv5qrdv335ugZCXl0eTJk3Uz6d79+7qBYJKpWLfvn2EhoZy584d\nhg0bho+Pj7p4sKCgACcnJ9q2bcvSpUslt/Xbb79FEAQSExMl79UsNQkJCfz444/s37+fOnXqSKJ5\n48YNhg0bxsKFCys9teP+/fvY29szbNgwPvvsM0m1RVHE29ubnJwcYmJiOH9eV3Z4ZWRkZP5pHDkC\nISGwYcM18vIMaNcugC++8KJLl6d/K0IrK0VFRXh4eKCjo8PKlSvfqUKg0hASEkJCQgJ79+5FQ0OD\nS5cuqQvfjh8/TlFREfr6+uq81k6dOr12u7zEiY6JiSl3A/6HDx8SHR3Npk2bqF27NuPHj2fo0KGV\ntmWfl5fHkSNH1M/oxo0baGtr0717d1q0aEFaWhoXL16kT58++Pv706ZNm79p7N+/ny+++ILw8HC6\nd+8uqX23b9/G0dERDw8PJkyYIKm21EydOlXdWUMqNm3axNKlS0lKSqoSDv+qVauIjIwkPj5e8mEn\nJQV/3377Le3aOcl9eGVkZGT+CeTkwJo10LOnSPfusGdPAWPHauLs7MaNG0E0b35VMmcXQFNTk4CA\nAI4fP86vv/4qnXAVQxAELCws1L1q27Vrx+jRo1mxYgX79+9n3rx5GBgYkJiYiLe3NwMHDuTLL79k\n9+7dZGdnv1SzUaNG5SqoycvLY926ddjZ2bF161bGjh1LYmIiDg4OlZqfqq2tjYWFBdOnTycxMZHN\nmzfj5OTEyZMniY2N5eLFizRt2pRWrVrx4MEDCgsL/6ZhbW2NoaEhgYGBqFTl24n4K++//z6urq7E\nxMRw9+5dSbWlJD8/n9TUVMkLy5RKJSYmJlXC2QUYOXIk9erVIzQ0VHLtzp07079/f0JDQ8nPz5Nc\nvwTZ4ZWRkZF5C1y8CNOmQfPmIp6eoKX1hMWLfycx8QReXreZOHEU2traRERESH5tMzMzevbsSWBg\n4Asdl3ed27dvc+HChZc6HbVr12bgwIF899137N27l+joaIYPH86VK1f46quvGDhwIF5eXqxatYpz\n585RsvEpCAK9evUqU1RcpVKxa9cuHB0dCQ4OZtCgQSQkJODt7f3GwxjeFpmZmaxdu5YNGzZQp04d\n5syZw48//oiJiQk7duzAx8eHAQMG8MUXX7Bz5071AkGhUDB58mQyMjI4cOCA5HZ5enqira3NihUr\nJNeWivT0dHJyciR1eHNycjh8+HCFDzopDTVq1GD8+PHs3buXjIwMyfX9/PzIyspi3z7pCk7/ipzS\nICMjI1NBFBXBrl3FRWh79kCdOkV88sldHB2zaNHi75GMDRs2sGzZMjZt2vTCLeTycPbsWTw8PJgx\nYwZOTk6Salc28fHxLFy4kAMHDqhblL0pd+/eVee1Hjp0iJycHBo3bkyXLl3Yv38/P/zwAx9//HGp\nNA8dOkRgYCDnzp2jX79++Pn5VclxuU+ePGHNmjVs2LCBmjVrMm7cuL9FnlUqFRkZGepndObMGRQK\nBZ06dVLn/oaHh3P58mU2b94s+fCLjRs3snTpUmJjY2nbtq2k2lKwaNEifvnlF3bs2CFZutBvv/3G\nZ599Rnx8fJXqrlJYWIibmxv16tUjPDxc8vSoBQsWsHPnHp49u8yRIw3kHF4ZGRmZqk5mJowcOZcT\nJ3qRmdmPTp2e4eiYyYAB96lR4+Vfufn5+QwfPpx27dqxZMkSye36+uuvSUlJISEhocpslUrBp59+\nytOnT8sdCczPzyc9PR2lUqlOddDS0qJ79+7q3N/mzZu/9Pzz588TFBTEwYMH6dy5MwEBAVVyYlhB\nQQHx8fGsXLmSnJwcdecFPT29156blZX1XOHb06dPqVevHg8ePGDo0KF8/vnn1KxZU1JbK7I4rjyI\nooi9vT2mpqbMmjVLMt158+aRlpZGQkKCZJpSIQgCU6ZMYdmyZZKncdy/f5+hQ+3IzZ3LkSOfyg6v\njIyMTFVEFCE5uTiaGxeXTWFhI4yM5vH557Z07PjsjXX27t3Ll19+yYoVKzCR+Bv/1q1bODo6Mnr0\naMaPHy+pdmWRl5eHlZUV48aNk7RPqJ+fH7m5uVhZWSEIAunp6RQWFtKqVSu182tsbEy1atW4ffs2\n4eHh7Ny5kxYtWuDv70+/fv2qXIGgKIokJSURHBzMzZs3GTp0KD4+PmWeylZQUMDRo0cRBIHt27fz\n5MkTqlWrhomJifoZlaencAn79u1j1qxZRERE0K1bt3LrScWVK1dwcnJiyZIlfPTRR5JoiqKIra0t\n/fv3Z+rUqZJoSokoikyYMIEHDx6wceNGSUcOA/znP7eZPn0wR44oZIdXRkZGpirx5AmsX188Ce3E\nCQUtW+bTqdMqdu3yZceOHaVuhaVSqfD09EShULB69WrJnably5ezZcsWEhIS1C2m3mWSk5MJCAhg\n06ZNkvWDffbsGVZWVgQEBODq6goUj0ItGeerVCrJysqiZs2aNGrUiBs3bqCrq8uECROwt7evksMS\n0tPTWb58OadPn6Z37974+/tL2j/37t27DBs2DGNjYxQKBenp6RQUFNCyZUu189u1a1eqVatWau2S\ndwKKh6lUlYVETEwMoaGhJCUlSZaXfeHCBVxdXdV9aasip0+fZvTo0Xz11VcMGzZMUu2K7MMrF63J\nyMjIlIGMDJg0CZo2FfH1Falf/xHBwefZsuUkGhq7aNeuXamdXSgerxoQEMDp06dJSkqS3O4xY8ZQ\nrVq1Kl0IVBoEQaBJkyaS5nempqZSUFDw3Jatrq4u/fr146uvviIxMZGRI0dSVFTEtWvXKCws5OHD\nh/z888+sWrWK06dPS961oKxcvnyZzz77DB8fH0RRJDw8nKVLl0o+LKJRo0aMGjWK48eP89VXX5GU\nlMSiRYswMTFh//79+Pr6Ym1tzbRp09i2bRtZWVlvrF3yTlRUcVxZUSqVdO/eXdIiREEQ0NHRkXx3\nR0o6duzIwIEDCQ8PJze39ANxKouqtwyVkZGRqaIUFEBiYnE097//VdCgQSHDh9/FweEu779fABRH\no5KTk/nkk0/KfJ2SnNHg4GD69OlTpqjYy6hduzZeXl4EBQXh6uoqeXHc20QURZRKJZaWlpJG/QRB\noGXLln/bjlepVOzfv5/Q0FBu3bqlHsagqalJcnIySqWSjRs3EhkZSYMGDbCwsKBXr16YmZm9UX6s\nlGRlZREREcG2bdto0qQJP/zwAwMGDKjQEbUeHh7Ex8cTERHBN998Q9++fenbty+iKHLu3Dl1dHzu\n3LmIosiHH36IpaUlvXr1wtDQ8JW2de/end69exMcHEzfvn0lfSfKwpMnT0hPT5d8EIMgCJiamkpe\n/Cc1vr6+ODk5sWHDBry8vCrbnDdCdnhlZGRkXsONG7BiBURGity6paBr12fMnXuH/v2zqV79+ayw\njIwM7t+/X+6CDn9/f9zc3IiPj8fFxaVcWn/F2dmZuLg4goODWbx4saTab5MrV65w48YNSds3lTjR\nAwYMeO7nhw8fJjAwkIyMDHr37s3SpUufiyrb2tpia2tLYWEhx48fVzt3P//8M5qamnTt2lW9td+q\nVasK25Z/+vQpMTExrFu3Dm1tbaZMmYKTk9NbcaB0dXXx8fFh4cKFuLm58cEHHwDF7cs6dOhAhw4d\n8Pb25sGDByQnJyMIArGxsURGRlK/fn0sLCywtLR86QLB398fV1fXCnknSsuhQ4coKiqStHArOzub\nkydP8sUXX0imWVE0b96c4cOHs2bNGuzt7alXr15lm/RaZIdXRkZG5gWIIvzyS3ERWmKiSI0aIoMG\n3cPJ6S4ffJDz0vOUSiW1a9fGyMioXNfX19fnk08+YeXKldja2koaIaxevTq+vr7Mnj2bo0eP0rVr\nV8m03yaCIKing0nFuXPnuHv3rtqRuXjxIkFBQQiCgKGh4WsLp7S0tOjWrRvdunVj8uTJ3Lx5E0EQ\nEASBsLAwli1bRrNmzdTOr4mJCdra2uW2u7CwkISEBCIjI3ny5Amurq54enqWuk1bebG3t2fjxo0E\nBQURGBj4wmPq1avHkCFDGDJkCIWFhZw4cULd+WHHjh1oampibGysfkatW7dWDxMZOnQokZGRkr8T\npUUQBNq0aSPp1LGUlBRUKlWV6r/7KsaOHcvPP//MypUrmTZtWmWb81rkojUZGRmZP5GdDWvXFqct\nnDunoF27XJycMrGxuYee3uvzMj08PGjRogXz5s0rty2ZmZnY29vj5uaGn59fufX+jEqlYtSoUWhp\naREdHV1lCoFKw/jx49HR0WHZsmWSaa5cuZJ169axYcMGoqKi+Pnnn2nSpAn+/v5YW1uX6znl5uaS\nlpamdoDv3LlDjRo1MDU1VW/tv/fee6XSFEWR//73vwQFBXH9+nWGDBnChAkTypQ/LhX/+c9/mD59\nOiEhIfTs2bNU5966dUvt/KalpZGXl0ezZs3UPX9btWqFs7NzhbwTb4pKpcLGxobBgwczefJkyXRn\nz57NpUuX2LBhg2SaFc3q1asJCwtjy5YtknTkqMiiNdnhlZGRkQGOHSuO5q5fL5KfD/36ZTN8eCZd\nuz5541G/WVlZDBo0iG+//ZYhQ4ZIYldoaCjr169n69atpXaGXkdaWhoTJ05k/vz5WFtbS6pd0Tx5\n8gQrKyumTZsm6SCNUaNG8fTpU27fvk2NGjUYN24cjo6OkueMiqLIxYsX1c7viRMnUKlUGBgYi0/X\nyAAAIABJREFUqJ27Tp06vbLt0/Hjx1m+fDknTpzA3NycSZMmYWBgIKmdZUEURcaOHaseq1zWvOHc\n3FwOHz6sdoBv3bpFjRo1aNy4MTdv3mTlypV06tRJYutfT0ZGBqNGjSI8PFyy3YWioiIGDhyIo6Mj\nvr6+kmi+DXJzc3F0dMTIyIj58+eXW68iHV45pUFGRuZfS24ubNlSHM09eFDBe+8VMGpUJnZ2WTRs\nWPoRvEqlEoVCgYWFhWQ2jho1iq1btxIREcHXX38tmS5Ajx49sLCwICQkRPLiuIomJSVF0hzKgoIC\nYmJiyMjIQEtLCw8PD0aPHl1h2+YKhQJ9fX309fXx9PTk4cOHHDx4EKVSydatW4mOjqZOnTrqwjdz\nc3Pq1KkDwNWrVwkODuaXX37BwMCgyrWwUigUBAQE4O3tzd69e7GxsSmTTo0aNdRpDdOnT+fSpUsI\ngsBvv/3GtWvX8PT0RF9fX31Mp06d3kpLOEEQ0NPTk3SoyMmTJ3n48KHkwxwqmho1ajBx4kTmzJnD\nqVOnKmUB8qbIEV4ZGZl/HRcuFOLuPosLF7x58MAAM7PHODpm0rt3NuX5fzlt2jSysrKIjo6Wzlhg\n06ZNLF68mA0bNqCvry+p9u+//46rqyuff/45I0aMkFS7IpkzZw5nzpxh06ZN5dIpGcYQEhLC9evX\nAVi3bh0ffvihFGaWiaKiIk6dOqUufDt//jwaGhp8+OGHaGhocPr0aRo1aoSfnx+DBg2q0M4L5WHa\ntGmcPXuWLVu2SJKn/GfWrl1LYGAgvXv35uTJk2RnZ1OnTh3MzMywtLTE3NycunXrSnrNEkaNGkXT\npk0liWiWEBISQkJCAnv37pV8mENFU1RUhLu7O3p6eqxYsaJcaT9yH14ZGRmZclJUBLt2ga0tGBgc\nJDX1J7p3v8iWLacIDj5Pv37lc3YLCgpITU2tkIITBwcHmjVrRlBQkOTa+vr62Nraqoud3gVKWr+V\nNxp27NgxvLy8mDlzJi1atMDc3JwPP/ywUp1dAE1NTbp06YKfnx8bNmwgPj4eS0tLzp49y8mTJ9U9\nfo8fP45SqayyvVD9/PzIzMxk8+bNkmu7ubnRsmVLioqK2Lt3L9HR0Tg5OXHlyhW++uorBg4ciJeX\nF1FRUZw/fx6pYnv37t0jIyND8kisIAiYm5u/c84uFH9eAwICOHr0KL/99ltlm/NSZIdXRkbmH01W\nFixcCB98IDJkCFy6lIOFxUbq1q3HDz80pHXrPEmuc+zYMZ4+fVohW5LVqlXDz88PpVJJWlqa5PoT\nJkwgJyeHtWvXSq5dEZS39duVK1eYOnUq3t7eFBQUEBoaypIlSzh16lSV2lIu6bzg4+PDwYMHcXV1\nZffu3QQFBdG3b19SUlL49NNP1VPh4uLiuHnzZmWbraZ169bY29uzatUqHj58KKm2lpYWfn5+JCcn\nc+TIEYyMjJg4cSLr169n9+7dzJo1i/r16xMdHY2bmxu2trb88MMP/Prrr+TkvLzLyutITk6WPG3p\n9u3bXLhwoUp99kqLmZkZpqamBAUFUVhY+nSwt4GcwysjI/OPQxTh0KHiIrS4OBFRhIED7/PNN5l0\n7PgMV9f99OplIelWsCAINGrUiPbt20um+WesrKzo1KkTgYGBrFmzRlLb33vvPdzc3Fi/fj1OTk40\nbtxYMu2KoKyt37KysoiMjCQxMZHGjRszd+5cBg4ciIaGBkePHuXx48dVoiWUKIr873//IygoiMuX\nL2NjY8PEiRNp2rQpUDzVzNzcnM8//5yrV6+qC98WL17MwoULadu2rbrwrUuXLpU66njcuHHs3LmT\n1atXS9rRAKB///4YGRkRGBjI2rVr1e9Eo0aNsLOzw87Ojvz8fNLT09WFbwkJCVSvXp1u3bqpn1Hz\n5s3f+Jol7enq168v2X0olUo0NTUxNzeXTPNtU5K37e7uzvbt23FwcKhsk/6GHOGVkZH5x/DsGaxc\nCd26iZibwy+/5DN+/A127TrOnDlX6NTpGXfu3Ob333+vkC3JXr16VVh7L4VCweTJkzlz5gz79u2T\nXH/06NHo6OgQEREhubbUCIKAmZnZGztyz549Y8WKFdjb27N//34mTZpEfHz8c/mvgiBQv359DA0N\nK9L013Lq1CnGjx/PZ599RsOGDYmJieH7779XO7t/RqFQ0Lp1a9zd3QkPDycpKYkFCxbQsWNHdu3a\nxfjx47G2tuaLL75gx44d3L9//63fT4MGDRg1ahSxsbGSR59L3omzZ8++9J2oXr06ZmZmTJ06lYSE\nBOLj4/Hz86OoqIhly5ZhZ2eHk5MTy5Yt4/Dhw6+MThYWFpKSklIh3x2dO3emdu3akuq+bTp06ICN\njQ0RERE8e/asss35G3KEV0ZG5p3n3DkID4foaJFHj6B370csX56Jufkj/hoIFQQBTU1NSava//jj\nD65evcqkSZMk03wRXbt2pU+fPoSGhtK/f39Jp2fp6enh7e3NkiVLcHV1lbw4TiqysrI4c+YMrq6u\nrz22sLCQxMREIiMjefz4MSNGjGDMmDEvdCwEQcDCQtqof2n4448/CAkJYf/+/ejr6xMYGIi5uXmp\nFlB6enpYWVlhZWWFSqXi7Nmz6ujvnDlzUCgUGBoaqrsatG/f/q3c78iRI9myZQthYWF8//33kmob\nGxvTt29fQkJC3uidaNWqFa1atWLkyJE8ffqUQ4cOIQgCu3fvJiYmBl1dXXXhm4WFBQ0aNFCfWxFp\nS3l5eaSlpeHt7S2ZZmXi6+vLgQMHWL9+PePGjatsc55DdnhlZGTeSQoL4eefi1uKHTigoF69Quzt\n72Jvn0WzZvkvPU+pVNKlSxdJJ1AJgkC1atUwNTWVTPNlTJo0iREjRrB582ZGjhwpqbajoyOxsbEE\nBwdLOsxBSt6k9Zsoivz6668EBQVx7do1dUpAkyZNXnj87du3uXjxYqX8g87OzmblypVs2bKF+vXr\n88033zB48OByFy9paGhgaGiIoaEhPj4+3Lt3Tz3ONyYmhoiICBo0aKDe1u/Zsye6uroS3dXz1KxZ\nk/HjxzNv3jxGjhxJhw4dJNX39/dnxIgRxMXF4e7u/sbn6erq0r9/f/r3749KpeLcuXPqBcJ3332H\nKIrPLRD+97//0aBBA0nTltLT08nNzX2n83f/TJMmTXBxcWHt2rU4ODg8t2CobOS2ZDIyMu8Ut24V\npy1ERIjcuKGgS5enODllYmX1gOrVX/11lpubi5WVFT4+PowePVoym/z9/RFFkZCQEMk0X8W8efM4\ncOAAiYmJkm+DHjhwgJkzZ0raVF9Kpk2bxr1794iKinrh70+cOMHy5cs5fvw4pqamBAQEvNbB2rJl\nCz/99BNJSUlvbVxtbm4uGzduZPXq1QCMGTMGFxcXatSoUeHXLigo4Pjx42rn7sqVK2hpaWFiYvLc\nRDMpKSwsxMXFhcaNGxMSEiJ56s+PP/7I/v37JXsn7t+/r14gHDx4kKdPn6KpqUnTpk3x9/enZ8+e\nknxWfvrpJ3799Vd+/vnnd3La4Yt49OgRdnZ2DBw4kJkzZ5bqXLktmYyMzL8aUYRff4URI6BlS5Ef\nf1RhanqPmJgMVq06i43N/dc6uwBHjhwhLy9P0mjKs2fPOHLkyFuN0Pj4+FBQUKB2lqTEysqKjh07\nEhgYqG5/VVV4Veu3a9euMX36dLy8vHj27BnBwcGEhoa+UTRREASMjY3firNbVFSkLuqJiIhg6NCh\nbNu2DU9Pz7fi7EJx14/u3bszZcoUtmzZQmJiIlOmTEFTU5Pg4GAcHR2xt7dn8eLFpKSkkJ//8h2T\nN0VLS4tJkyaRmppKSkqKBHfxPOPGjaOgoECyHtj169fH1taW+fPnk5SUxPfff09RURF5eXnMmDED\na2trJk6cSExMDFeuXClT2zNRFBEEAUtLy3+MswtQu3ZtvLy8SEhI4MqVK5Vtjho5pUFGRqbK8ugR\nrFtXnLaQkaGgTZs8pky5w5Ah96lVq6jUeoIg0KRJE9q2bSuZjampqRQUFLxVh7dhw4a4u7uzZs0a\nnJ2def/99yXTLikE8vHxYf/+/Xz88ceSaZeXo0eP/i2H8v79+0RGRrJ161YaNmzInDlzsLGxeeOU\ngNzcXNLS0pgwYUJFmQ0UOzfJyckEBgZy8eJFBgwYgJ+fX6k6BFQUzZs3x8XFBRcXF3JyckhNTUUQ\nBJKSkti4cSM1a9bE1NQUS0tLevXqRaNGjcp0nY8++oiuXbsSGBiIqamppD1nGzZsiIeHB6tXr8bZ\n2fml6StlQUtLi4cPH6KlpcXmzZvJzs5Wd30IDQ1l2bJlNG/eXJ36YGJi8kb59VevXuXGjRv/mHSG\nPzN8+HA2bdpESEgIP/30U2WbA8gOr4yMTBXk5MnilmLr1onk5kLfvtlMmnSX7t0fU9ZAiCiKKJVK\nyaMpSqWSli1b0qJFC8k03wR3d3e2bt1KWFgY3377raTaJiYmfPTRR4SGhtKvXz9Ji+PKgyAING7c\nGAMDA3Jycli/fr26HZWvry8jRowodZT08OHDkkf9/8qZM2cIDAwkLS0NExMTVq9eXWVHsOro6NCn\nTx/69OmDKIpcuHBBnfowb948VCoV7du3Vzt3hoaGb+y4liymPD092b17N7a2tpLa7u7uTnx8PGFh\nYXz33XeSaiuVSkxMTNDV1UVXVxdnZ2ecnZ3VCyZBEPjll1+IjY1FR0fnuQXCy9r8CYKAtrZ2lUwd\nKi/a2tr4+vry1VdfcezYMUnHMJcVOYdXRkamSpCXB1u3FkdzBUFBo0aF2NllYm+fRePGBeXWv3Tp\nEs7Ozixbtkwy50YURYYMGYK1tTWfffaZJJqlYcuWLSxYsICYmBjJ+/9evnyZESNGMGXKFNzc3CTV\nLisODg507doVIyMjwsPDyc7OxtnZGS8vrzKPkV2wYAHJyckkJiZKvq1848YNwsLC2LNnD23atCEg\nIOCd3r7Ozs7m4MGD6rzWR48eUbduXSwsLNTjfN+kGHTmzJmcPHmS+Ph4ydM44uPjmT9/PuvWrZOs\nOC4nJwcrKyv8/PxeWSgqiiIXL15ULxBOnDiBSqXCwMBAvUDo2LGjeoEwYcIEtLW1Wb58uSR2VjVU\nKhUeHh5Ur16dqKioN/rcV2QOrxzhlZGRqVSuXYOICFi5UiQzU0GPHk+ZP/8OffuWb9TvX6mIaMr5\n8+fJzMystC1JOzs7Nm7cSFBQEMHBwZJqt2nThmHDhrFq1So++eQTSbtalIVr165x7do18vLy2LZt\nGx9//DG+vr40a9aszJolOZS9e/eW1Al9+PAhUVFRxMXFUadOHWbPno2trW2lDoCQgrp162JjY4ON\njQ2FhYWcOnVK7dzt2rVLPRK5pPCtbdu2L3yufn5+ODk5ERsbi6enp6Q2Dhs2jA0bNhAUFCRZEWlq\nair5+fmvfc8VCgX6+vro6+vj6enJw4cPOXjwIEqlkvj4eKKioqhbty7m5uZ0796d9PR0pk2bJomN\nVRENDQ0mT56Mr68v//nPf7CysqpUe97tt09GRuadRKWC/fuLo7k7dkDNmiqGDLmHo+Nd2rbNrZBr\nCoJAjx49JI0oCYKArq4uXbt2lUyzNJQUAn3++eekpKRI2lsYYPz48ezevZvVq1dXeI/hV3H69Gm+\n/PJLoLjt0U8//STJgIhLly5x69YtyRYseXl5bNq0iejoaIqKihg7diwjR45ER0dHEv2qhJaWFsbG\nxhgbG+Pv78/t27cRBAGlUsmKFSsICgqiSZMm6m397t27q9+9Fi1a4OTkRHR0NHZ2dmWOzr/MLqnf\nCUEQaNGiRak7V9SpU4dBgwYxaNAgioqK1AsEpVLJ7t27AdixY4c6L71du3bvbPT/ZZiammJhYUFw\ncDB9+vSp1EWfnNIgIyPz1rh/H6KjISxM5OJFBQYGOTg5ZTJo0H1q1qy4jgCPHz/G2tqaadOm4eTk\nJJmul5cXDRo0qNSiDFEU8fb2Jicnh5iYGMkHCURERLBmzRq2bt0qaXHcm/DHH38QGhrKvn370NHR\noWXLlsTExEjmFKxZs4bIyEiSkpLQ1tYus45KpWL37t2EhYVx9+5dHBwcGDdunKTjZ98lcnNzOXLk\niNq5u3nzJtra2vTo0UO9ta+trY2dnR1Dhw5l6tSpkl5fFEXGjRvHs2fPWLduXbmK40RRxNbWlv79\n+0tq58yZMzl27BiGhoakpqaSm5vL+++/r14gSL04r0wuXLiAm5sb06ZNw9nZ+ZXHym3JZGRk3mnS\n0mDMGGjWTGTWLBEDgwesWnWW9eszcHDIqlBnFyAlJYWioiJJUw+ys7M5efJkpVdYlxQCnT9/Xh01\nkhJ3d3f09PQIDw+XXPtlZGdns3jxYpycnDh69CgzZsygsLAQW1tbyQsOe/ToUS5nNyUlBXd3d775\n5hsMDQ2Ji4tjxowZ/1pnF6BGjRr06tWLGTNmsG3bNuLi4hg/fjzPnj3jp59+wtbWlgkTJmBgYEBc\nXBxXr16V9PpSvhO///47d+7ceWErvLKiUqlIT09n8ODBLFmyhKSkJIKCgujTpw8HDx7k008/xcrK\nioCAAOLi4iQfyfy2+eCDD7C1tSUyMpInT55Umh1ySoOMjEyFkJMDsbHFaQuHDyto2rQAb+87DB16\nj/r1Xz6vviIQBIF27dpJGqFMTk5GFEVJ/xGWlc6dO9O/f39CQ0OxtrYulwP3V3R1dfHx8WHBggW4\nublhYGAgmfZfyc3NJTY2ltWrVyOKIj4+Pri5uZGSkiJ567dHjx5x/Phxpk+fXqbzz58/T2BgICkp\nKXTp0oWoqCg6d+4smX3/FBQKBW3btqVt27aMGjWKx48fk5KSoo7+FhUVMWLECPr3768e5ytFioOR\nkRFWVlaEhYVhbW1d5mipIAjo6OhgImG48cyZM9y/f1/9edbW1sbc3Bxzc3M+//xzrl69qs6NXrx4\nMQsXLqRt27bq3OguXbq8c/ng48ePZ9++faxbt46JEydWig3v1hOTkZGp8vz+O4SFQXS0SHY2WFg8\nZunSTCwsHiJh2803RqVSkZyczNChQyXVFQSBDz/8kIYNG0qqW1b8/PxwdnZm06ZNjBo1SlJtOzs7\ndSFQUFCQpNpQPIxh165dhIeHk5WVhZOTE97e3tSrVw8oftZSt34rifqXdsFy+/ZtwsLC2LVrFy1a\ntGDRokX06dPnH5d7WVHUqlWLAQMGMGDAAFQqFeHh4URFRXH+/Hn27duHQqHAyMhI7dwZGBiU+dn6\n+fmp+8GWdbKiIAj07NlT0tZ8giBQq1atFy6QFAoFrVu3pnXr1ri7u/PkyRNSUlJQKpXs3LmTdevW\noaenh7m5Ob169aJXr17q96Qq8/777+Pq6kpMTAxOTk5l7uVcHmSHV0ZGptwUFors2qUgNFRk714F\ndesW8cknd3F0vEvz5uWf0lQeMjIyePDggaTRwcLCQg4ePIiLi4tkmuWlVatWODg4EBUVxdChQyuk\nEGjatGmSFseJosjBgwcJDAzk999/x9raGj8/v+cc25L+yQMGDJDkmiUIgoC+vv4bR/0fP35MdHQ0\nsbGx6OnpMWPGDOzs7N65SFtVQkNDg/Hjx/Pf//6XunXrEhYWph7nu2bNGsLCwmjcuLHasTM1NaVm\nzZpvrN+yZUscHR2Jjo5m2LBhpX4nStKWZs2aVdpbeyVKpRIzM7M3+uzo6elhbW2NtbU1KpWKM2fO\nqKPjc+bMQaFQ0LFjR3VudPv27avs4svT05OEhAQiIiKYPXv2W7++/KbKyMiUmTt34Msv/8vatVMo\nKPgfRkaazJlzB2vrB9SoUTXqYQVBoHbt2hgZGUmmefLkSR4/flwl0hn+zLhx49i5cyfR0dF8+umn\nkmr37duXzp07q6dklbc47uzZswQGBpKamoqxsTHR0dEv/BudO3eOu3fvSrpgKSoqIjk5GTs7u9ce\nm5+fz+bNm4mKiiIvL4/Ro0fj7u6Orq6uZPb8m9HU1CQgIIApU6Zw9uxZhg0bxrBhwygoKODo0aPq\nrf2EhASqVauGiYmJ2rl7k4i/t7c3O3fuZNWqVaUuOktJSUGlUkn6nmdlZZGRkcGIESNKfa6GhgYd\nO3akY8eOjB8/nqysLPUCYd26dYSHh9OwYUN1dNzU1LRKfU719PTw9vZm6dKluLq60q5du7d6fdnh\nlZGRKRWiCEpl8SS0LVtEFIo2FBWdxc5uBrNnj61s8/6GIAhvHE0pjWb9+vUlaY0lJfXr12fUqFGs\nWrUKZ2fncvWo/SslhUBjx45lz549DB48uEw6t27dIjQ0lN27d9O6dWsWL17MRx999NKoVEW0fsvI\nyCA7O/uVTrRKpWLfvn2EhoZy584dhg0bho+PT5VJYfknUdK2LCgoCHNzc7S0tKhWrRqmpqaYmpry\n2Wefcf36dbXzGxgYyOLFi2nZsqXa+e3atSvVqlX7m3bJOxEZGcmIESNKNcpZEATat28v6fZ7cnIy\nCoUCCwuLcms1bNiQoUOHMnToUAoKCjh27Jj6GW3btg0tLa3nFggtW7aU4A7KR0n/5eDgYJYuXfpW\nry13aZCRkXkjHj+G8HDo0kWkd29ITs7D3/8P9ux5gIeHC3v2RJOVlVXZZj5HVlYWZ8+elbyTgiAI\nWFhYSN4CTApGjhxJnTp1CAsLk1y7S5cu9OvXj9DQUPLy8kp17qNHj1i+fDkODg6kpqYya9YsYmNj\nX5v/qlQqMTU1faEzU1ZKov4vG+97+PBhRo8ezezZs/nggw+IjY1l1qxZsrNbQSgUCgICArh06RI7\ndux44TEtWrTA1dWVkJAQkpKSWLRoESYmJuzfvx9fX19128Ft27b97Xto5MiR1KtXj9DQ0De2qaio\niIMHD1bId0enTp0kz7utVq0aPXr04NNPPyU+Pp7ExESmTJmChoYGQUFBODg44ODgwOLFizl06BAF\nBeWfXllWO/38/Pjf//7H4cOH3+q1q963tYyMTJXi9Gnw9y9uKebnJ9Kw4UOCg8+zefMpRo7MpHbt\nIjw9PdHW1iYiIqKyzX0OQRAki6aUcPv2bS5evFjp7cheho6ODhMmTGDPnj2cOXNGcn1/f3/u3r1L\nXFzcGx2fl5dHTEwMdnZ2bNmyBS8vLxISEnBwcHht1P3BgwecOnWqQpyOkkjin/n999+ZPHkyEyZM\nQFNTk8jISBYvXkybNm0kvb7M3zE0NOTjjz8mPDycnJycVx5bs2ZN+vbty+zZs9m1axcxMTF4eHiQ\nlZXF3LlzGTRoEB4eHkRERHDq1CmqV6+u7hJw+vTpN7Ln5MmTPHz4UNLPXkFBAYcOHXorqVDNmzfH\nxcWF4OBgkpKSWLx4Md26dSMpKQk/Pz+srKyYNm0aiYmJbz1QYW1tjaGhIYGBgahUFduS8s/IKQ0y\nMjJ/Iz8fEhOLW4r9+quChg0LcXa+i739Xd5//++RgVq1ajF27FiWLVuGm5tblXEQlEolRkZGkhZw\nCYKApqam5FPNpMTW1pYNGzawfPlywsLCJC1i+WtxXJ06dV54nEqlYu/evYSGhpKZmYm9vT3e3t6l\nipJWROu3u3fvcu7cOdzd3dU/y8zMJDw8nB07dtC0aVPmz5+PlZVVlS3++afi6+uLo6Mj69evx9vb\n+43OUSgUdOjQgQ4dOuDt7c2DBw/Uea2xsbFERkZSv359zMzMaNy4MUuWLGHlypWv/dsqlUrq1q0r\nadrSsWPH1FPV3iY1a9akT58+9OnTB1EUuXDhgjr1Yd68eahUKjp06KBOfTA0NKzQ3SsNDQ0CAgKY\nMGECBw4cYODAgRV2rT8jO7wyMjJq/vgDVqyAyEiR27cVdOv2lHnzMunXL5tq1V5dhObk5MSmTZsI\nCgpiyZIlb8nil5Ofn8+hQ4fK3I7oZQiCgLGxMXp6epLqSklJV4VPP/2U5ORkySNKJYVA0dHRTJky\n5W+/T01NZfny5Zw7d45+/foRFBRE69atS32dimj9plQq0dDQwNzcnCdPnrBmzRo2bNiAjo4OU6dO\nxcHBQdL0CZk3p1mzZjg7O7N27VocHBzKNLyjXr16DBkyhCFDhlBYWMiJEyfUzl1mZiaZmZm4uroy\nZMgQLC0tad269Qud35K0pfJMaXuRZqNGjWjfvr1kmqVFoVBgYGCAgYEBXl5eZGdnc/DgQQRBIC4u\njpUrV1KvXj0sLCywtLTEzMyMWrVqSW5H9+7d6d27NyEhIfTt21fStm8vQ3Z4ZWT+5YgiJCUVR3O3\nb4caNUQGD87C0fEu+vq5b6xTvXp1fH19+fLLL0lPT5e0UXtZOHr0KM+ePZM0mpKbm0taWhoTJkyQ\nTLOisLS0xMTEhMDAQMzMzCT9x92gQYPniuOaNm0KFI8QDQoKIjk5mc6dO7Ny5UqMjY3LdI3CwkJS\nUlIkb/0mCAIdO3Zkz549rFy5kpycHEaOHMmoUaOq9CLm34KXlxfbt28nMjKSGTNmlEurpGjLxMSE\ngIAAbt68iZ+fHzdu3CA8PJzly5fTrFkzdVeDbt26oa2tze3bt7lw4QJjxoyR6K6KEQSBXr16Vamd\ng7p162JjY4ONjQ2FhYWcOnVKvUDYuXMnmpqadOnSRR39bdOmjWT2+/v74+rqSnx8PK6urpJovgqF\nKIpVo3eQjIzMW+XmzWfExdUkLEzk/HkF+vq5ODndwcbmPrq6ZcurUqlUeHp6olAoWL16daV+sS9Z\nsoQDBw6wc+dOyewQBIEpU6awefPmKpO28SpOnTqFp6cnX3/9teSDN3JycrCzs8PU1BQ/Pz8iIiLY\nsWMHLVq0wN/fn379+pXruaenp+Pj48Pq1atfWlxWWvLy8ujXrx81atTgyZMn6hG3jRs3lkRfRhrW\nrFlDaGgocXFxtGrVSlLt06dPM3r0aGbMmEGTJk3Uzt3t27epUaMGPXr0QFdXl3379pGUlCRZdPOP\nP/7Azs6ORYsW0bdvX0k0K5rbt2+re/6mpqaSl5dH06ZNn1sglHWCXQlz587ll19+ITEIwoB5AAAg\nAElEQVQxkVq1anH2rA7u7oYcOQJSx0xkh1dG5l9Gejp8+eV+9uxxQVPzKNbWtXByysTY+AlS+IWH\nDx9mwoQJzJ8/H2tr6/ILlhEHBwe6devGl19+KZnmggULSE5OJjExsUpFaV7FF198wfHjx9m6dWu5\n/zn9ldjYWBYtWkS1atXQ09PDx8cHe3t7SVrABQYGsmPHDvbs2SNJPuHRo0f54YcfuHLlCsbGxsyc\nORN9ff1y68pIT25uLo6OjnTs2JGFCxdKrj9r1iyOHj3K1q1b0dHRQRRFLl68qHbujh49CsAHH3yA\npaUlvXr1wsjIqFy7JLGxsSxfvpykpKRSDc+oKuTm5nLkyBH1M7p58yba2tqYmpqqHeCyjG6/e/cu\ndnZ2uLq64u/vLzu8MjIy5SM3FzZvLk5bSElR0LjxPR49ak/v3r348cevJb/elClTuHLlCps3b66U\nfMjr169jb28vaTRFFEWGDh1K7969mT59uiSab4M//vgDJycnxo8fL9kWbUFBAVu2bCEyMpLHjx/T\npEkT1q9fL2mun7OzM4aGhsyZM6dcOpcvXyYoKIjffvtN3QqqZIStTNVlx44dzJkzh6ioqBeO4C0P\nJe/EuHHjGDv2+d7heXl59O/fn759+6KhoUFycjIPHz6kTp06mJubY2lpibm5+UuLNV+Gv78/oigS\nEhIi5a1UCqIocvnyZXV0/Pjx4xQVFaGvr69OfejUqdMbL3zDwsKIiYkhPj6e7Ow2Febwym3JZGT+\nwVy6BDNmQPPmIqNGATxm0aLf2b79CgEBYzlw4GcuXLgg+XX9/f25efMm8fHxkmu/CYIgqBvXS8Wl\nS5e4detWlW1H9jKaN2/O8OHDWb16NQ8ePCiXVskwBicnJ5YuXYqVlRVff/01N2/e5OTJkxJZXDyc\n4tKlS+V61llZWfzwww+MGDGCixcv8sMPP6Cnp0ffvn1lZ/cdwMbGBgMDA5YvX47UcbmSd2Lt2rXc\nv3//ud8dOXKEvLw8vLy8+P7779m3bx9RUVE4Ojpy+fJlZs+ezYABAxg7dizR0dFcuHDhtfY9e/aM\nI0eOvHPfHS9DoVDQtm1bRo0axYoVKzhw4AA//vgj7du3Z9u2bXh7ezNw4EC+/PJLdu/eTXZ29iv1\nPDw8qFmzZoW3tZQdXhmZfxhFRbBzJwwZIqKvLxIeXsTHH2cSH3+K4OAL9O378P+xd+YBNeXvH3+V\nKDT2ZezZRbKFNmvZo9KmFIWUUrYZxjaWYYwZY6bbqqQoa0porJPZziUkS0QGY1+zRKVS3d8ffvd+\nxxItJ8Xc15/dc57z3Ns99zyf5/O8nwc1tZdb/s2aNcPX11d0H9q0acPIkSNZu3YtGRkZott/H4Ig\n0KNHD1G3DgVBQENDgx49eohm80Mhz2KFhoaW2EZiYiLOzs7MmzePVq1asWXLFubPn4+ZmZlCHJef\nny+Kv1KptMSt3zIzM1mzZg0WFhYcOnRIUXPdoUMHbty48ckEHZ868pHDp0+f5o8//hDd/sSJE1FR\nUWHt2rWv/F0QBBo1akSrVq0Ufujq6uLh4cHGjRvZs2cP8+bNo3bt2qxbtw57e3vMzMz49ttv+fPP\nP9/aQ/jYsWO8ePHik/3uffbZZwwaNIglS5awf/9+wsPDsbW15dq1ayxcuJDBgwczYcIEQkNDSU1N\nfWOBoKmpiaurK3FxcVy/nlpmfipLGpQo+UR48ADWrYOgIBlXr6qgrf0ca+t7DBnyCA2Nt9/m8fHx\nzJkzB39/f3r37i2qP/Leqw4ODnh6eopq+11kZWVhYmLCtGnTRFX4T548merVq3/wcZhiER4eTmBg\nINu3b6dZs2ZFPu/y5cv4+fnx119/0bFjR6ZNm/ZG0C8Xxy1atIiRI0eW2tfp06fz/PnzYmV88vLy\niI2NJTg4mIyMDOzt7XF2dlaUWWzcuFExpatq1aql9lHJh8HT05M7d+6wbds2UceDw//uiaioKJo3\nb45MJsPCwgIDAwO++uqr956fm5tLUlISUqkUQRC4ceMGVapUQU9PT1HX2qRJE5YvX86JEyeIiYkR\n1f+PgbS0NEXd79GjR8nKyqJBgwYYGRlhZGRE7969qVq1Knl5edja2lKrVnPOnPlLWcOrRImSV5HJ\nICEBAgJg2zYZIGPw4MdYW9+nU6es94rQZDIZEyZMIDc3l4iICNGbjQcEBLBx40ZiYmJo2LChqLYL\n4/fff+eLL74gNjaWpk2bimLz6dOnDBo0iNmzZ2NlZSWKzQ+NXAikq6vLihUr3nv8gwcPWLNmDbt2\n7aJRo0ZMnToVU1PTQssBxBLHZWdnY2Jigru7O05OTu89XiaT8fvvv+Pr68uNGzcYMWIE7u7ubwho\nPDw8qFSpUpnsaCgpOy5cuICTkxNz5szB2tpaVNvye0JHR4eVK1fyzz//YGNjw88//1yibOy1a9cU\nwV1SUhJ5eXm0bNmSe/fuYWBgwPLly0UP2j8mcnNzOXnypOIzun79OpUrV6ZHjx4YGxujqqr6/yLF\ng5w4Yaqs4VWiRAlkZkJICHTvLsPQEP74I5cpU26xZ88ZFi++io7O+4NdeFmLNW3aNFJTU9m/f7/o\nfo4bN46qVat+0JHDgiDQokUL0YJdgISEBPLz8z/ISNCyQkNDA3d3dw4ePMjZs2cLPS4jI4PAwEAs\nLCz47bffmDFjBlFRUQwaNOidta+enp48evSILVu2lMrPxMREcnJyihRwnD59mokTJ/Lll1/SpEkT\nNm7cyOLFi98IdjMzM0lKSvqo/3//VTp06MCwYcMIDg4mMzNTVNsaGhpMmTKF+Ph4kpOTEQQBdXV1\n9PT0SmSvRYsWjB07loCAAH799Ve+//57mjdvTlZWFvHx8ZiamvLVV18RFxf3Ru3wf4EqVarQu3dv\nZs2aRUxMDDExMXh5eVFQUMDPP//M999/T9WqmsDhMrm+MuBVouQj4sIFmDYNmjSR4eYmo0aNp0gk\nfxMdnYyT0z1q1Sp+DWXXrl3p378/AQEB5OTkiOrvv2uzLl26JKrttyGTyZBKpaLXygmCQNu2bUvU\ndqciMXz4cNq0aYNEInmjji4vL49t27ZhaWlJZGQk9vb2xMbGYm9vX6QpSE2bNsXa2pqwsLD3ilTe\nhVQqpUmTJu+czHbt2jW+/PJLJk6cSHZ2Nn5+fvj6+tKuXbu3Hn/06FHy8vI+2RrKTx0PDw8yMjKI\njIwU3fawYcNo27YtPj4+CIKAnp6eKO37NDU1GThwIB07dqRatWqEhYUxduxY7ty5w5IlSxgyZAjj\nx48nJCSE8+fPU1BQst7nHzPNmzfHwcGBgIAA4uPjWbVqFb17DwH6l8n1lAGvEiUVnLw8iI4GExMZ\n2toQGZnH6NF32bnzLKtXX8LQ8CmlrUSYOnUq9+/fJyoqShyn/8Xo0aNp0qTJB9lKTk1N5cGDB6IG\nNvn5+Rw+fPiTCJbkQqCkpCT++usv4OUiIT4+HltbW3744QeMjY2Jjo5m6tSpxW4zVlpxnEwme+c0\nqocPH7Jy5UpsbW1JSUlhyZIlREZGvlfcJggCWlpaomb9lXw4Pv/8c8aMGUNkZCRpaWmi2pbfE6dO\nneLkyZOi3+dSqZTevXvTuXNnXF1dWb9+Pfv372fRokU0atSIyMhInJycGDZsGEuXLuXQoUOiZ7I/\nBqpXr07//v2ZNGkp0LdMrvHfLSZRoqSCc/s2rF0La9bIuH1bha5ds1i27B4DBz6hShVxS++1tLSw\nsLAgNDSUkSNHFrvH5LuoXLkynp6efPXVVxw/fpyePXuKZvt1BEGgevXqJR5n+zZSUlJ48uTJJ7Md\nbmBgQK9evfD19aV69er4+fmRnJyMoaEhK1eupG3btiW2Xbt2bZydnVmzZg12dnbFDjALa/32/Plz\nNm7cyIYNG1BVVcXT0xM7OzvU1dXfa7OgoACpVMqwYcOK5YuSioWLiws7d+4kODiYefPmiWpbX1+f\nNm3acOnSpRJ1BimMJ0+ekJyczIIFC175e506dTAzM8PMzIy8vDxOnTqlEL7t2rVLMRJZLnwTe9rc\nfxVlhleJkgqETAa//w62tjJatJCxcmUB+vppbNqUwtq1Fxg69LHowa4cV1dX8vLyCA8PF922iYkJ\nOjo6SCSSMt26k2dTxBx2IQgCNWvWpHPnzqLZLE9UVFSwtrbmn3/+wc3NjRcvXhAQEIBEIilVsCvH\n3t6eOnXqlKjB/uut3/Ly8tixYweWlpaEhoZiaWlJbGws48aNK1KwCy+z/g8fPvwkMvT/ZT777DMm\nTJjAzp07+eeff0S1raKiQqNGjYCXLcTE4vDhw8hksncultXU1NDT02PatGlERUWxc+dOZsyYgZqa\nGv7+/lhZWSmG6CQkJJCbmyuaf2XByZOazJjRmmHDOtOzZ3f++EO85ElpUQa8SpRUANLTwc8POnWS\nMWAAnDiRw4wZN9iz5zTz5l2nXbs3ezuKTb169XBycmLLli3cvn1bVNtycdz58+c5cOCAqLblPH78\nmLNnz5ZJ/a6BgUGpxopWFNLS0lixYgVz585FQ0MDTU1N1qxZI+qAjqKK496GVCqlZ8+eVKlShT//\n/BN7e3uWL1+Onp4e27dvZ8aMGdSqVatYNssi66+kfLCxsaFhw4b4+fmJaregoIBz587RqlUrgoOD\nycrKEsWuIAhoa2tTr169Ip/TpEkT7OzskEgkxMfHs3r1anr27Mlvv/3G1KlTMTExYdasWezYsYP7\n9++L4qeYPH+uSvv2WcyZc12UUfViogx4lSgpR06fBnf3lyK0GTNkNG36hKCgVLZuPYed3QM0NT+s\nkMHR0ZEaNWoQGBgouu1u3brRr18/AgICyiRLIc+mGBoaimbzwYMHpKamfvTZwaysLIKDg7G0tOTg\nwYN4eXkRGRlJTk4OmzdvFv16I0aMoHXr1m8VxxXG06dPOX36NK1atcLNzY2ZM2dSt25dIiIiWLZs\nGU2aNCmRL4IgoK+v/59uB/WpUKVKFTw8PPjjjz84efKkaHZTUlJ49OgRrq6uPHv2TBRxXF5eHkeO\nHCnVb0fVqlXp27cv8+bNIy4ujs2bNzNhwgSePHnCihUrGD58uEL0debMGdEGv5QGQ8OnuLvfoX//\ndCpa01tlwKtEyQcmJwc2bQJjYxldu8KOHS9wdLzD7t3JrFhxBT29jHJbGVerVo3Jkyezd+9eLly4\nILp9Ly8v7t27VybiOEEQ6NixY7GyKe9DKpWiqqqKgYGBaDY/JHl5eURHR2NpaUl4eDjW1tbExsbi\n6OiIlpYWdnZ2bNiwgYcPH4p63X+L4wRBKNI5e/bsIT8/n/Xr15Oeno6Pjw+BgYFoa2uX2I9Hjx6R\nkpLy0S9YlPyPwYMHo62tLerIYalUymeffcaAAQOws7MjIiKi1OK45ORknj17Jlrtv4qKCm3btsXF\nxYXQ0FAOHDjAsmXLaNWqFdHR0UyYMIEhQ4awcOFC9u/fz9OnT0W57qeEMuBVouQDce0azJsHzZrJ\nGDsWXrzI4PvvL7Nr1xlcXe9Qv/6L8nYRAHNzc1q0aFGs7FxR0dLSwtzcnNDQUFF/kPPy8khISBBd\nWCYIAp07dxZVxPchkA9jGDNmDCtWrKBXr15ER0czbdo0atSooTjOxcWFSpUqvTFeVQwMDQ3p2bMn\nvr6+5OXlFXrckydP+PHHH/nxxx9RU1Nj0aJFbNq0qdBODcWhLLL+SsoXVVVVpk2bxtmzZ4mPjxfF\n5r93AVxcXKhcuTIhISGltlm7dm06duwoio+vU6tWLYYOHcqyZcs4cOAAa9euxdLSkkuXLjF//nwG\nDRqEq6sr4eHhXLp0SfTf8o8RZcCrREkZUlAA+/bBqFEyWraU4eubj4nJfbZvP0tAwEUGDnxCRdtp\nVVNTw8vLi2PHjpGQkCC6/cmTJ/PixQtRxXFnzpzh2bNnombycnNzOXr06EeXHUxOTsbV1ZUvvviC\nBg0aEBkZyTfffKMQ5fybmjVrMmHCBGJiYrh69aqofqioqODt7c2VK1eIi4t74/Xs7GzCw8MxNzdn\n586dqKurY29vz8iRI0Wrl5Zn/evWrSuKPSUVA/noXn9/f168KF2iIC0tjfPnzyvu8xo1ajBhwgRi\nY2NLdU8IgoChoaHo0yvfRqVKlejatSuenp5s3ryZuLg4Zs+ezWeffcbatWsZM2YMo0aN4rvvvkMQ\nBLKzs8vcp4qIMuBVoqQMePgQVq2Ctm1lDBsGf/+dzbx519m79wxffHETLS1xBzyITb9+/ejatSsS\niUT0urB69erh6OjIli1buHv3rig2BUGgbt26pdr+fp2kpCSeP3/+0QS8169fZ86cObi4uJCZmYmv\nry/+/v506NDhnefZ2tpSv379EnVVeB/a2toMHTqUoKAgnj9/KbzMz89n165dWFlZERQUpHgQZ2dn\n069fP9GuLUYNpZKKi5eXF7du3SImJqZUdqRSKSoqKq/sAtja2pZKHHf37l0uX75cbt+9zz//HCsr\nK1avXk18fDy+vr707duXI0eOMH36dExMTBRdIe7cuVMuPpYHyoBXiRKRkMng2DFwdn4pQps/X0aH\nDo9Yt+4CEREpWFqmUbXqxzFNR95V4e+//2bv3r2i23d0dOSzzz4TTRxXFtkUqVRKw4YNadOmjWg2\ny4JHjx7x/fffY2Njw9mzZ1m8eDGRkZEYGBgUqSRAXV0dDw8PfvvtN06fPi26f1OmTCE9PZ2NGzci\nlUpxcHBg6dKl6Orqsn37dmbNmsXp06dFb/126tQpMjMzlQHvJ0qbNm0wMzMjJCSEjIyMEtsRBAEd\nHR1q166t+JtcHPf7779z6tSpEtmsVKmSqD19S4q6ujoGBgZ8+eWXxMbGsn37dqZMmUJOTg6rVq1i\n5MiR2NraIpFISEpKemf50ceOMuBVoqSUZGXBunXQs6eM3r3h119zcXW9xS+/nGHp0qvo6mZWuPYs\nRaFz586YmJgQGBgo+hZY9erVcXV1Zc+ePaSmppbK1p07d7hy5UqZ1O8aGhqWuo60rMjOzlb0pv3l\nl1+YMmUK0dHRmJmZFbskYOjQobRr105UIZCcJk2aYGpqSnBwMNOmTaNmzZqEh4ezYsUKxWCKsmj9\nJpVKqVu37nsz3Eo+Xtzc3Hj+/DkbNmwo0fkvXrzg2LFjb/3tGDx4MB06dCjRPSEIAl26dCn2pMKy\nRkVFBS0tLRwdHQkKCiI+Pp7vvvuOTp06ERcXx+TJkxk0aBBz587ll19+4fHjx8W+xvPnqly8WJXU\n1KoA3LqlzsWLVbl7V7ze6CVFGfAqUVJCLl6EmTNfZnMnTZJRtepTfv75b2JiknF2vkft2h//StnT\n05O0tDS2bNkium0LCwuaN29e6pHDZZFNuXbtGjdu3KiQ2cH8/HxiY2OxtLQkJCSEUaNGsXPnTpyd\nndHQ0CiRTbkQ6MyZM/z++++i+Xr79m0WLFig2CUwMjJizZo16OjoKI4pq9ZvH7KGUkn50LBhQxwc\nHNi4cWOJetKePHmy0F0A+T2RnJzMoUOHimwzOzub48ePV8jfjtfR1NTE1NSURYsWsW/fPtavX8+Y\nMWO4desWixYtYvDgwbi4uLB27VouXLhQpMA/JaUaY8dq4+SkjYoK/PxzUxwdtVmzpvEHeEfvpoLJ\nZZQoqdjk5UFcHAQEyDh4UIVatfIYNSqN0aMf0LRpxZ6AUxKaN2+OlZUVYWFhWFhYFLvp/7uQi+O+\n+OILEhISShywCoJAt27d0NTUFM03QRCoUqWKqAMZSotMJkMqlSKRSLhy5QqDBw/Gw8Oj2ON7C6N3\n794YGBjg6+tLnz59StW3Nj09nXXr1rFt2zZq1KjB/PnzSU9PJzAwkOvXr78yKrUsWr/dunWLf/75\nB3d3d9FsKqmYjB8/nh07drBmzRoWLlxYrHMFQaB+/fq0b9/+ra/37NkTQ0ND/Pz86NevX5HuicTE\nRHJycj6KgPffqKqq0qlTJzp16oSbmxtpaWkcPnwYQRCIiIggKCiI+vXrK8Yd9+rVi2rVqr1hp0eP\nDI4fTyqHd/B+lEtfJUqKwN27sGwZtGwpw9IS7t3LYsmSf/jllzN4e9/6JINdOZMmTQIgNDRUdNv9\n+vWjS5cuJR45nJ2dTWJiougPF6lUSo8ePahataqodktKSkoK7u7uTJ8+ndq1a7Nhwwa+/fZb0YJd\nOV5eXty4cYPY2NgSnZ+Tk0NERAQWFhbs2LGDiRMnKrLR9vb2bxXHlUXrN0EQUFNTo3fv3qLZVFIx\n0dTUZNKkSezevZtLly4V61xBEN7b/s7b25ubN28WWRwnlUpp3LgxLVu2LJYvFY169eoxatQovv/+\ne3799VcCAwMZPHgwJ0+e5IsvvsDExETRFeLGjRvl7W6RUAa8SpQUgkwGf/0F9vYymjeXsXx5AXp6\naURGprBu3QVGjHiEuvqn39uwTp06jBs3jqioKG7evCmqbbk47uLFiyUSx8mzKWLW72ZmZpKUlCR6\nTXBJuHnzJvPmzWPcuHE8fvyYn3/+maCgoDLr7dmuXTtGjBhBcHAwmZmZRT6voKCAPXv2YGVlhZ+f\nH0OHDmXHjh1MmjRJsWhQV1dnypQpHDp0iDNnzgBl1/pNKpWKnvVXUnGxsrKicePGxeqqcOPGDa5f\nv/7e715xxHEymaxIQfTHRuXKlenZsyczZswgOjqa2NhYpk2bhoqKChKJBEtLS0aPHs3q1as5duxY\nqVvFlRXKgFeJktd49gwCA6FzZxl9+0JCQi7e3jfZs+cMCxZcp0OH5+Xt4gdn7Nix1K5dm4CAANFt\n6+rqMnDgQAICAsjJKV67NkEQaNKkCVpaWqL5c/ToUfLy8sp1S1I+jMHa2pqTJ0+yYMECNm/ejLGx\ncZk/SN3d3cnIyCjyeNWjR4/i6OjI119/jba2Nlu3bmXOnDlv7X07bNiwV8RxZdH67fnz5yQmJlaI\nBYuSD0PlypWZOnUqgiCQmJhYpHMEQaBy5cpFKltyd3cnKyuLiIiIdx535coV7ty589GVMxSXpk2b\nMmbMGPz8/IiPj2fVqlX06NGDgwcP4uHhgYmJiaIrRHEm1l24cIEVKyYCB8vEb2UNrxIl/8/ZszBu\n3FySkx+Rnz+CPn30CAjIoGfPZx9llwUx0dDQwN3dnW+++YaxY8fSqVMnUe17enpia2vLli1bGD9+\nfJHOkWdT+vbtK2oQKAgCWlpaopcLFIXs7Gy2bNlCeHg4MpkMV1dXHBwcPmhpxeeff469vT0RERFY\nWVkVOqr54sWL+Pr6cuTIEXR1dQkNDaVLly7vtK2qqoq3tzdTp07ljz/+4MSJE6K3fjt+/Di5ubmf\nfNCh5FVMTEzo1KkTEomE8PDw94oVBUGge/fub61DfR25OC4yMhJra2vq169fqE11dXV69OhRovfw\nMVKtWjX69+9P//79kclkXLx4EUEQkEqlLF++HJlMRocOHTA2NsbY2JiOHTu+8b+5ffs2gYGB7N27\nl8aNWwFl09FBmeFV8p8mNxe2boV+/WR07gypqepUq3YAmcychISWREa6sG3bVm7dulXerpY7ZmZm\ntGrVqkxaV7Vo0YLRo0cTFhbGkydPinTO5cuXuXv3rqiBTUFBAVKp9IMHS/n5+cTFxWFlZUVgYCDD\nhw9X1MCWRx2xs7Mz6urqrFmz5o3X7t69y+LFixk7diy3bt3ihx9+KFKwK0dfXx99fX0kEgl//fWX\n6Nu/UqmUpk2bviKMU/LpIy+PSklJ4eDBd2cIs7KySEpKKtZ9Pn78eDQ0NN56T8iRSqX06tWrxN1S\nPnZUVFRo3749EydOZN26dRw8eJClS5fSvHlztm7dirOzM0OGDGHRokUcPHiQW7du8fPPP2NlZcWx\nY8eYN28eK1bsAPqXiX/KgFfJf5IbN2DhQmjeXMaYMS/rNlesuEJ8/Cji46PYvn07Hh4evHjxgtWr\nV2Nubo6NjQ0+Pj4kJiZ+0s25C6NSpUp4e3uTlJSEVCoV3b6rqysFBQWsW7euSMcLgoCGhoao2ZTU\n1FQePnz4wQJemUzGkSNHcHR0ZPHixejo6BAVFcXs2bOpU6fOB/HhbXz22WdMnDiRnTt38s8//wDw\n7NkzfH19GT16NIcPH2bOnDls27aNAQMGFDtg9fLy4vr169y8eVPUz1qe9f8QpR9KKh7du3enb9++\nBAQEkJtbuJBYXmdanO+epqYmrq6u7Nq1i8uXL7/x+tOnTzl9+rSylOZf1KpVi+HDh/Ptt99y8OBB\nRRvFlJQU5s6di7m5OZs2baJ79+789NNPWFpaUqlS2RUeKEsalPxnKCiA+PiXLcV27YKqVQsYPvwh\n1tYPaN3634MVXjbnljfozsjI4OjRowiCwJ49e4iIiEBTUxN9fX2MjY0xNDQs1+DkQ2JkZISenh4S\niQR9ff1Sta56Hbk4bu3atdjZ2dGkSZN3Hi+VSunZsyfq6uqi+SAIAtWrV6dr166i2SyMCxcuIJFI\nOHbsGF27diUsLEzUSWOlxdramq1bt+Lj40OvXr0IDQ0lJyeH8ePH4+joSPXq1Utsu3379mhra3P+\n/HlRBXiXL1/m3r17ynKG/zBeXl7Y2dmxfft2HBwc3nqMIAg0b96cZs2aFcu2lZUVmzdvxs/Pj59+\n+umV144ePUp+fr7yu1cIampqdOnShTt37rB//35UVVXp0qULlStX5tSpU4wbN47GjRvTqVM/4Eug\nm/g+iG5RiZIKxuPHEB7+MtC9dEmFtm2zmT37PsOGPaJ69fe3wtLU1MTExAQTExMKCgq4cOECgiAg\nCAKLFy9GRUWFjh07KmqU2rdv/8k2u1dRUcHb25tx48YRFxeHhYWFqPYdHR2Jjo4mICCA5cuXF3rc\n06dPOXPmDLNnzxb1+oIgiB7Iv86dO3cICAhg7969tGjRglWrVtGvX78Kl5FUU1PDyMiIbdu2IZVK\nsbCwwM3NrdCa3uJSpUoVVFRUiI6Oxs3NTRSbgiBQtWpVunfvLoo9JR8fLVu2xP+nGsMAACAASURB\nVNzcnNDQUEaOHPnGtDN5P+tBgwYV27ZcHDd37lwSExPR09NTvCYIAm3atOHzzz8v9Xv4FDl69CgS\niYTU1FQGDBiAn5+fQmwsby8plUr5/fc/gRGURcCrIhO7GE+JkgrCiRMQEACbN8vIy4OBAx9jY3Of\nLl3EG/X78OFDjhw5giAIHDlyhMzMTOrWratozt27d+9SZcIqKvPnzycpKYmYmBjRa0xjY2NZtmwZ\nGzZsKDT7t3//fubPn09cXJxoD5hHjx4xZMgQvv76a0aOHCmKzX/z9OlTwsLC2LJlCzVq1GDy5MmY\nm5uXaXBdUhITE/Hx8eH8+fNoamry+eefs3nzZtGC8szMTExMTOjevTvJycns2LFDlEB60qRJ1KxZ\nkx9//FEEL5V8rKSlpWFhYYGdnR1eXl6vvHbhwgUcHR0JCAgo0WAZmUymENbKxXEFBQUMGTIEc3Nz\npk6dKsp7+FR4Xdzq7e39zh208+c1cHLqwIkTlRB73fpppqGU/Gd5/hzWr4devWTo6cGePS9wcblN\nXNwZli//h65dxQt2AerWrYuZmRnfffcd8fHxBAUFMXz4cJKTk5k9ezYmJiZ4eHiwceNGrl27Jt6F\nyxkPDw8eP37Mpk2bRLddFHGcIAi0bdtW1GzK4cOHkclkGBoaimYTXg5jiIyMxMLCgu3bt+Pi4sKO\nHTuwsrKqcMHupUuXmD59Ou7u7qiqqhIcHMyqVau4dOkS8fHxol1H3vpt+vTpVKlSheDg4FLbTE9P\n58yZM8oaSiXUq1cPJycnNm/ezN27d195TV621K1byTKI/xbH/frrr8DLwTCPHz9WljP8i9fFrd9/\n/z2hoaHvLRd7uaiuVCY+KQNeJZ8Ely/D7NnQtKkMZ2dQU3vGjz9eIjb2DBMm3KVu3bIXmampqaGn\np8e0adOIiooiNjaWGTNmoKamhr+/P1ZWVlhaWvLjjz+SkJDwTlFFRadJkybY2tqyYcMGHj16JKpt\nNTU1vL29OXHixFvFcfn5+Rw+fFj0h4sgCHTs2PGt/WNLQkFBAXv37sXa2hpfX18GDRrEjh07mDx5\ncpFaIX1I7t+/zzfffIODgwNXr17lu+++Izw8nO7du6Onp4exsTF+fn6iNZQXBIGWLVvSrl07JkyY\n8Io4rqQcOXKEgoICZcCrBHhZHqWpqUlQUNArf5d3UqhcueStr3r06EGfPn3w9/cnNzcXQRCoUaMG\nOjo6pXX7o0cubrWyskIqlTJ79my2bdvGwIEDy71sSxnwKvloyc+HuDgYPlxG27YygoPzGT78HjEx\nZ/H1/Zt+/dIpzwRa06ZNsbOzQyKREB8fz+rVq+nZsyeHDh1i6tSpmJiY8MUXXxAbG8uDBw/Kz9ES\nMmHCBFRUVFi7dq3oto2MjOjRowcSiYT8/PxXXjt37hzp6emiBjZ5eXkcOXJEtCD62LFjODk5sXDh\nQtq3b8/WrVuZO3euaPWvYpGRkUFAQACWlpb88ccfzJw5k6ioKExNTV95OE2dOpXbt28THR1d6mu+\n3vrNxsaGhg0bFmtK1tuQSqW0a9eOhg0bltpHJR8/1atXZ/Lkyfzyyy9cvHgReDnQ5ezZs6Lc515e\nXty5c4fo6GgEQcDAwKDC7dh8SHJzc9m0aRMWFhZs3boVJycnYmNjsbGxqTCfS8XwQomSYnD/Pqxb\nB0FBMq5dU6Fjx+d8/fV9Bg16hIZGxSxJr1q1Kn379qVv377IZDIuXbqkEL59++23FBQU0L59+1ea\nc1eqVDbbOmJRq1YtXFxcCAgIYMyYMTRv3lw023Jx3Pjx44mLi8Pc3FzxmiAI1KxZU9SOBqdOnSIz\nM7PUD8K///4bX19fDh8+TOfOnVm7du0H6fhQXF68eEFMTAwhISE8f/4cBwcHxo8fX+go3jZt2jBy\n5EjWrl2LmZlZqUb2ylu/yRcsVapUwcPDgwULFnDy5MkSbTXLs/6jR48usV9KPj0sLCzYtGkTvr6+\nivtSJpOJslhu1aoV5ubmhISE8PTpU8aOHSuCxx8fBQUFHDx4kICAAO7cuYO5uTmTJ08udDhHeaIM\neJV8FMhkcOTIy04LUVGgoiJj8OBHLF36gE6dssrbvWKhoqJC27Ztadu2LS4uLjx58oSEhAQEQWD7\n9u2EhoZSq1YtDA0NMTY2xsDA4A2lcUXBzs6Obdu24e/vz8qVK0W13alTJwYPHkxQUBBDhgxRNHOX\nZ1PEXBBIpVLq1q1Lhw4dSnT+vXv3CAoKIi4ujqZNm7Jy5coKsYX3OjKZjPj4ePz9/bl58yYjR47E\nzc2tSFlRNzc39u3bx/r16/H09CyxD4IgoKmp+cpCYPDgwWzcuBEfHx/CwsKK/bmdPXuW9PR0ZQ2l\nkldQU1PDy8uLL7/8UvEbq62tLdpOy+TJk4mLiwPAwMBAFJsfE4mJiUgkElJSUujTpw8//fQTrVq1\nKm+3CkUZ8Cqp0GRkwKZN4O8v48wZFZo3z8XD4z4jRz6kZs389xv4CKhVqxZDhw5l6NCh5OXlcfbs\nWaRSqaLvb6VKlejSpYui80OrVq0qTCCloaHBlClTWLx4McnJyaL3kfXw8MDa2ppNmzYxYcIE7t+/\nz8WLFxk3bpyo1xEEAUNDw2K3k8vIyCA8PJzNmzdTrVo1vvzyS0aPHl1htvD+zcmTJ/Hx8eHs2bMY\nGRnxww8/FGukb4MGDRg7diwbN27E2tq6xKUDb2v9pqqqyrRp03B3dyc+Ph5TU9Ni26xZs6ayhlLJ\nG/Tv3x9dXV18fHy4e/cuY8aMEc12/fr1ady4MdevXyc7O/v9J3wiXL58GV9fX4XuYc2aNR/FOGVl\nDa+SCsmmTYdxcblBkyYypkyRUbt2On5+F9m+/SyOjvc/mWD3ddTU1OjatSuenp5s3ryZuLg4Zs+e\nTfXq1QkJCcHOzo5Ro0axcuVKBEGoED+yw4YNo127dmUycrhp06bY2Niwfv16Hj9+jFQqRVVVVdRs\nyq1bt/jnn3+KlR188eIFW7ZswdzcnM2bN+Po6MiOHTuwtbWtcMHu1atXmTVrFq6uruTl5REYGIiP\nj0+xgl0548aNo2rVqu8cr/ouHj16REpKyls/az09PYyMjPD39y+2OE4qlWJoaFjhy4CUfHjkXRX+\n/vtvnj17Jmrtf25uLvfv33/vyOFPBbm41d7enn/++YcVK1awfv36jyLYBWWGV0kF4sUL2LnzZdnC\nb79NAs5Tu7Y2o0cbMHSoITo6Oqiq/re+sp9//jlWVlZYWVmRk5PDiRMnEAQBqVRKVFQU6urqChW9\nsbExjRo1+uA+ykcOT506lT/++IP+/fuLan/ixIns3r2btWvXcvfuXTp37kzNmjVFsy8IAmpqavTu\n3fu9x8pkMn799Vf8/Py4c+cOo0aNws3NrULWq6WlpREcHMzOnTtp2LAhy5YtY/DgwaUaiiIfr/rj\njz/i4OBQ7KD58OHDAIW2fvPy8sLBwYGYmBjs7OyKZPPevXtlkvVX8unQpUsXmjdvzs2bN2ndurVo\ndk+ePMnz589xcXEhPDwcBwcH2rZtK5r9ikJGRgYbNmxg48aNaGhoMHPmTKysrErV6aI8+G9FD0oq\nJLduwYQJP3HkSA7Pnn1Ft26ZzJ+/CQ2NfSQkCMTH72D79nXUqFEDAwMDRV1rrVq1ytv1D4q6ujqG\nhoYYGhoik8m4evWqQvi2atUqVq5cSatWrRTBr66u7gfLNurr69O7d298fX0xNjYW9bq1atXC2dmZ\nwMBA1NTUmDRpkmi24WV2sFu3bu8VYp04cQIfHx9Fvdrq1atFfXiKRVZWFhEREURGRlK5cmW8vb2x\nsbGhSpUqotgfPXo0W7ZswdfXFx8fn2KdK98CLWwUd5s2bTAzMyMkJIQRI0YUSRxXFll/JZ8mMpmM\n7du34+TkJIo9QRBo2LAhkydPJj4+Hl9fXyQSiSi2KwLFFbdWdJQBr5JyQSaD3357mc2NjYWCgjW0\naNGT4OAU2rZ9/v9HDWLYsEHk5+dz/vx5RXAnn8Oto6OjCO7atm1bYepaPwQqKiq0bNmSli1b4uTk\nREZGhkKUERcXx4YNG/jss8/Q19fH2NgYIyOjMl8geHl54eTkxM6dO7GyshLV9pgxY4iMjOTJkyei\nCpOeP39OYmIiHh4ehR5z+fJl/Pz8+Ouvv+jYsSNBQUGvjBStKOTl5REbG0tISAjPnj1jzJgxODs7\nU6NGDVGvU7lyZTw9Pfnqq684fvw4PXv2LLJ/R44cwdHR8Z3Hubm5sX//fjZs2PDO/4scQRDQ1dUV\nNeuv5NPi7t27XL9+HX19fdatW8eoUaNE+b7IS2nkI4dnz57N0aNHi7RbVJF5XdxqZmaGu7v7R9/y\nTxnwKvmgpKfDhg0vRWipqSq0bp3DhAnHCQlJZepU138Fu/+jUqVK6OjooKOjg7u7Ow8ePEAqlSKV\nSgkPDycgIICGDRsquhr06tVL9HG3FR1NTU1MTU0xNTWloKCAlJQUhfBt0aJFqKiooKOjoxC+tW/f\nXvQFQocOHRg2bBjBwcEMGzZM1OEKGhoatG/fnqNHj4pat3z8+HFyc3PfGkQ/ePCANWvWsGvXLho1\nasS3336LqalpqUoCygKZTMYff/yBr68v169fZ/jw4UyZMkXUKXSvY2Jigo6ODhKJhPXr1xfpMylq\n67eGDRvi4OCgEMc1aNCg0GNzcnI4duyY6Fl/JZ8WgiBQqVIlZs+ejaOjI2FhYUyfPr1UNq9fv871\n69eZNm0aAAMGDEBXVxeJREJERESF+50oKqdOncLHx4fk5GQMDQ2LLW6tyHyc/xElHx2nToGbGzRu\nLGPmTBnNmz9hzZpUtmw5R82au6hcuXKR55rXr18fCwsLfvjhB3799Vf8/f0ZOHAgJ06cYNasWZiY\nmODl5cWWLVu4efNmGb+zioc8++3m5kZERAT79u1jwYIF1KtXj4iICBwdHRk+fDjLli3j999/JytL\nvLZuU6ZM4dmzZ0RGRopmE14GdTdv3qRmzZpIJBLRxHGCINC0aVNatGih+FtGRgaBgYFYWFjw22+/\nMWPGDKKiokpd/1oWnDlzhkmTJvHFF1/QqFEjIiMjWbJkSZkGu/A/IdD58+c5cOBAkc6Rt35r3779\ne48dP358kcRxSUlJZGdnK9uRKXkngiDQtWtXmjdvzrhx49i6dSu3b98utc0qVaoonlvy3uGpqans\n379fDLc/KHJx66RJk3jx4gUBAQFIJJJPJtgFZYZXSRmSkwPbt7/M5h45okLDhi8YN+4+FhZp1Kv3\nv1G/giDQvXv3EmUEq1SpQu/evenduzezZs3i+vXritKHn3/+mVWrVqGlpaUofejatWuFU9GXNfXq\n1cPc3Bxzc3NevHjByZMnFZ9RbGwslStXpnv37orPqFmzZiW+VqNGjbCzsyMiIoLRo0eL1u/y2rVr\n3Lp1i8mTJxMcHMyff/5Jv379SmVTJpMhlUoZMGAAKioq5OXlKerVsrKysLe3Z/z48RWyB/K1a9fw\n9/fn0KFDtGvXDj8/P/T19T+oD926daNfv34EBAQwcODA99YIC4KAkZFRkRYNmpqaTJo0idWrV2Nv\nb1/oQ1deQ1kRa6mVVAyys7M5fvw47u7uAIwdO5aoqCgCAwP55ptvSmxXEAR69Ojxym5i165dGTBg\ngOKeUFdXL7X/ZU1aWhohISHExsbSoEEDUcStFZVP7x0pKXeuXoW5c6FpUxmOjlBQ8IwffrjMzp1n\nmDTp7ivBblZWFidOnBAtQ9O8eXMcHBwICAggPj6eH374gS5durBv3z7c3d0xMTFhzpw57N69m4cP\nH4pyzY8JeSZ95syZxMTEsGPHDry9vQGQSCRYWloyevRoVq9ezbFjx4rdHgrAxcWFypUrExISIprf\n8myKo6MjvXr1wtfXl7y8vPef+A4uXbrEvXv3MDIyIj4+HltbW3744QeMjY2Jjo5m6tSpFS7YffTo\nEStXrsTW1pZz586xZMkSIiMjP3iwK8fLy4t79+4RFRX1zuNK0vrNysqKxo0bFzpyWCaTIQgCxsbG\n/6n6fSXFIzExkZycHMV3r2rVqri7u7N3714uXLhQIpuZmZkkJSW9tcWZp6cn9+/ff+89Ud5kZWUR\nHByMpaUlBw8exMvLi+joaIYOHfpJBrugzPAqEYmCAti//6UI7ZdfQFOzADOzNKysHqCllVPoefKg\nqiy2JKtXr86AAQMYMGAABQUFXLx4UZHZXLp0KTKZjI4dOyrqWrW1tT/ZG70wmjVrhr29Pfb29mRl\nZXHs2DEEQeDgwYNs2rSJ6tWr06tXL4XwrSgZ2xo1ajBhwgR8fX2xt7dHS0ur1H5KpVL09PSoVq0a\n3t7eODo6smvXrlKNkhUEAXV1ddasWcPZs2cxNDRk5cqVFbKt0PPnz9m4cSMbNmxAVVUVT09P7Ozs\nyj2DpKWlhbm5OaGhoYwcObJQgVxxWr/JkQuBvvrqKxITE98QCsqz/spyBiXvQiqV0qRJk1d+h0aO\nHMmmTZvw8fEhICCg2AumY8eOkZeX99bvnpaWFpaWlop7oqKJKV8Xt9rZ2eHi4iK6uLUioiITu1O8\nkv8UaWkQFvYy0L16VYUOHbKwtr7PkCGPqVq14L3nL1++nBMnThATE/MBvP0f8iEGUqmUI0eOkJGR\nQd26dTE0NMTIyAh9ff2PtvWKGMhkMlJTUxU9f8+ePYtMJkNbW1sR/Hbs2LHQBUJubi7W1ta0a9eO\nVatWlcqXjIwMTExMmDlzpqI368KFCzl27Bg7duwoUSnM1atXmThxIunp6bRv3x5vb+8KqazOy8sj\nLi6OoKAg0tPTsbW1xcXFpUK15EtLS8PS0hIbGxvFbsHreHt7k5eXR0BAQLFsy2QynJ2dkclkhIeH\nv/J9i4yMJDAwkPj4eMXYaSVK/o1MJmPUqFH06dOH2bNnv/Lan3/+ycyZM5FIJIX2hS6Mb775htOn\nT7N9+/a3vv7w4UMsLCywtrZWiNrKm9fFrcOGDWPKlCnl0rv9XVy4UBVHx46cOAHdu4trW5nhVVJs\nZDI4duxlkLt168sbadCgxyxefJ9OnbIo6mJZXkNZ3DGiYlC7dm3MzMwwMzMjLy+P06dPK4K73bt3\nU6lSJbp166aoa23RosV/attURUWFDh060KFDByZNmsTjx485fPgwgiCwZcsWQkJCqFOnjqIzxusL\nhCpVquDh4cGCBQs4deoUXbt2LbEvR48eJT8//5VsioeHB7/++isbN27E1dW1yLYePnxISEgIMTEx\nFBQUYG5uzvz58ytcZl++Xe/r68uVK1cYOnQoU6ZMoUmTJuXt2hvUq1cPR0dH1q9fj62t7RuCOXnr\nN09Pz2LblovjJk+ezMGDBxkyZIjiNXkNpTLYVVIYV65c4c6dO2/NxPbp04fu3bsjkUjo3bt3kaf0\nyZ9bQ4cOLfSYunXrMm7cONatW4eNjQ2NGzcu8XsQgzNnzuDj48Pp06fp1asXy5cvp0OHDuXq09vI\nzs5m165IwAMQf6dNmeFVUmSysmDz5pcitJMnVWjSJJfRo+9jbp5GrVrFH/WbmprK2LFjCQgIKHKH\nhg/B7du3FaUPJ06cICcnhyZNmiiC3+7du5f7VnJ5kpeXx5kzZxRtzy5fvkylSpXo2rWr4jPS0tJC\nJpMxbtw4KleuzLp160q8YFiyZAlnz559oybOx8eH7du3ExsbS926dd9pIysrS1ESoKamhpGREfv2\n7WPPnj3vbHtVHpw7dw4fHx+SkpLQ09Nj2rRpaGtrl7db7yQzM5PRo0ejr6/PkiVLXnlNnkmLjo5+\npRtGcZg5cyaXL18mKiqKKlWqKLL+s2bNwtbWVoy3oOQTZP369YSEhBAfH//W3+yzZ8/i7OzMokWL\nGDlyZJFsXrhwAUdHx/f2487KysLS0pJevXqVShxXGq5fv46fnx+HDh2ibdu2TJs2rdzq/d9Ffn4+\nv/zyC0FBQTx8+Ij8/BBOnHAWPcNbsdIaSiokFy9C9+4zqV8/GldXGdWrP+Xnn/8mJiaZ8ePvlSjY\nhZcZmurVq9OtWzeRPS4djRs3xtbWFolEQnx8PD/99BP6+vr8/vvveHl5KbbXY2JiuH//fnm7+8FR\nU1Oje/fueHl5sXXrVnbv3s2XX35J1apVCQoKwsbGBgsLC1atWoWpqSnJyckcOnSoRNcqKCjg8OHD\nb83QFEUcJ++8YGlpybp167C2tiY2NhaAdu3aVahg9+bNm8ydO5fx48eTnp6Oj48PgYGBFT7YhZf1\n8q6uruzZs4fU1NRXXhMEgWbNmpU42IWX4rg7d+4otpATEhLeyPorUfI6UqmUnj17Fpqg0NHRYdCg\nQQQGBha5v7f8ufW+Xatq1arh5uZWKnFcSZGLW21sbDh37hyLFy8uV3FrYciz5Q4ODixdupQuXbrw\n/fe7AecyuZ6ypEHJW8nLg927X2Zz4+OfAr707t2QefPO0qRJrijXkEql9OrVq0LP49bQ0KBPnz70\n6dMHmUzG5cuXFaUPK1eu5Ntvv6Vdu3YK4ZuOjk6Rt8Y+FRo1aoS1tTXW1tZkZ2eTmJiIVCrlr7/+\n4s6dO6iqqrJo0SLS0tLo169fsXrEXrhwgYcPH75VDf1vcdyYMWNeEaXIZDL+/PNPfH19uXr1qqJe\nrXHjxuTn53PkyBHRp8GVlCdPnhAaGkpUVBS1a9fm66+/ZsSIER/d98jCwoLNmzfj6+ur6Kwgf6AN\nHDiwVLZbtmz5ijhOKpXSqlWrct8qVlJxefr0KadPn36jdvd1PD09sba2ZsuWLTg7O7/XriAI6Ovr\nF6m95ahRo9i0aRMSiQR/f/8yL4t7Xdzq4eGBnZ1dhSz7OX/+PBKJhOPHj9O9e3fCw8PR0dHhwoWy\nGxqlzPAqeYXExBssXJiJlpaM0aPhwYMsbG0jgTwWLtQRLdh98uQJycnJH1WGRkVFhTZt2uDs7ExI\nSAgHDx5k+fLltG7dmpiYGCZOnMjgwYNZuHAh+/btIz09vbxd/uBoaGhgbGzMnDlz2LVrF1u3bsXO\nzo7s7GxWrVqFmZkZY8aMwc/Pj1OnTr23tZggCGhqahaaTbGxsaFBgwb4+/sr/nb27FkmT57MrFmz\naNCgAZGRkXzzzTeK4Cg5OZn09PRy/+5lZ2cTHh6Oubk5u3btYvLkyezYsYNRo0Z9dMEuvMz8e3l5\nkZCQQEJCAvBq67fS4ubmRk5ODmFhYUilUlFsKvl0ke8CvO970rRpU6ytrQkLC+PJkyfvPPbx48ec\nO3euyL8d8nvi2LFjinuiLJB3XrC0tGTt2rVYWFgQGxvL+PHjK1ywe+vWLRYsWICTkxNpaWmsXr2a\nNWvWoKOjU+bXVmZ4lSCTwZ9/go/PU3bs6Iya2ixGjnTHyuoBHTo8Z/HifbRu3VrU6U2HDx9GJpN9\n1A+tGjVqMGTIEIYMGUJ+fj7nzp1T1P7u3bsXVVVVdHV1FXWtrVu3/s8J31q3bs2sWbPIyMjgr7/+\nwtvbm8TERGJjYwkPD6dmzZro6+tjbGyMgYHBG90H3pdNUVdXx8PDg4ULF7J//34OHTpEfHw8bdq0\nwdfXF319/Tc+c6lUSq1atejUqVOZvfd3kZ+fz549ewgKCiItLQ1ra2smTZpE7dq1y8UfMenXrx9d\nunRBIpHQq1cvBEGgatWqdBehGK9evXo4OTkRHh5eZq0MlXw6CIJA27Zti/TcmjhxIrt37yY0NJRZ\ns2YVepxUKkUmkxWrq0Pfvn3p1q2b4p4QczEr30GRSCRcuXKFIUOG4OHhUSHFrenp6axbt45t27ZR\no0YN5s+fz8iRIz/oIChlwPsf5ulTiIh4WbZw/rwKWlpV6NHDmpSU75gyRZ86deooaiiLWtBfVARB\nQFtbW7RJXOVNpUqV0NXVRVdXFw8PD+7fv68QdYWGhuLn50fDhg0VwW/Pnj0r3Mq7LHF3d+fAgQPc\nunWLpUuXkp+fT0pKimKBsH//fsVIZPlnVKdOHVJSUt4rSurVqxe1atVi/vz5NGjQgMWLFzNs2LBC\nHyyCIGBgYPDBs6gymYwjR44gkUi4dOkSpqameHp6lmqyXUVD3lVhwoQJ7N27F0EQ6NWr13unsBUV\nR0dHIiMjkclkdOnSRRSbSj498vPzOXz4MJaWlkU6vnbt2jg7O7NmzRrs7Oxo2rTpW4+TSqV07Njx\nvSLZfyO/J5ydndm7dy9mZmZFPvddnDt3DolEwokTJ+jRowcbNmygY8eOotgWk5ycHLZu3UpYWBj5\n+flMnDiRsWPHvjKh7kOhDHj/gyQnQ2AgRETIeP4c+vd/grf3A/T0npGebo+FxVZCQkKYM2cOKSkp\nPHr0SNRsSl5eHkeOHFH0VP0UadCgAZaWllhaWpKbm0tSUpIiuIuOjkZdXZ0ePXoogrtPvRaxYcOG\nODg4EBkZibW1NfXr16dz58507tyZKVOm8ODBA8UCISwsjICAgFcaoT9//vyNH8js7Gw2bdrE+vXr\nyc9/KZycNm3aK62rXufu3bv8/fffRarVE5MLFy4gkUg4duwY3bp1U9SrfYro6uoycOBA/Pz8ePjw\nIXPnzhXNdvXq1alZsyZ3797lypUrtGvXTjTbSj4dUlJSePLkSbF2EO3t7YmKisLf358VK1a88br8\nueXg4FBsf3R0dDA1NSUwMBBTU9NSJTtu3rxJQEAABw4coFWrVvz8888YGRlVuN3DgoIC9u7dS2Bg\nIA8ePGD06NFMmjSpWIsFsVG2JfuPkJsLMTEvs7mCoEL9+i+wsHiApWUaDRq8Oj52/fr1BAQEsG3b\nNvbt28fWrVs5cOCAaFsPJ0+exNXV9ZN+6BeGTCbj2rVrCuFbUlIS+fn5tGrVSiF869Klywfd5vlQ\nZGRkYG5uzoABA1iwYEGhx8kXCCtXruTevXvk5uZSpUoVevTogZGREYaGhpw8eZKgoCAeP36MjY0N\nEydO5Ouvv+bmzZts27at0M8vOjqa77//noMHD36QyUK3b98mMDCQvXv3SK+TJAAAIABJREFU0rJl\nS7y8vOjTp0+FeziJzbVr17C2tkYmk4na+i0tLY2hQ4dSt25d2rVrh6+vryh2lXxaBAYGsn37dg4c\nOFCsnZxdu3axdOnStz6bTpw4gZubW4kzqTdu3MDa2popU6aUaMH9urjV3d0dMzOzClnvn5CQgEQi\n4eLFiwwYMABPT88iT9xUDp5QUmKuX4fgYAgJkXH/vgp6ehl89919+vd/QmExlZ2dHdu2bcPf3587\nd+4UWZFaVARBoHbt2hVy+6WsUVFRQUtLCy0tLRwdHcnIyODo0aMIgsCePXuIiIhAU1MTAwMDjIyM\nMDIy+iRqOwE0NTVxdXVl9erV2Nvb07p167ceV6VKFfT09Hj06BEuLi4MHjxYkR3/6aefFJPbWrRo\ngbe3N4MGDVKIQxwcHNixYwc2NjZvtS0IArq6umUe7KanpxMWFsbWrVvLrV6tPGnRogXNmjXj5s2b\nopUzwMvafxUVFaZOncqSJUtISEiocK2WlJQ/JS1bGjFiBBs3bkQikbBmzZpXFqaCIFC3bt0SD2xo\n1qyZQhxnYWFR5GmJ2dnZbNmyhfDwcGQyGZMnT8bBwaFClsRdvHgRiURCQkICurq6hIaGVqjSI2WX\nhk+QggI4cAAsLGS0bCnDxyefAQMesG3bOYKCLmJqWniwCy+V9lOmTOHQoUOcP39edHGIIAgYGhpW\nuOlW5YGmpiYmJiYsWrSIvXv3smHDBhwcHLh16xaLFy9m8ODBODs7s3btWi5cuEBBwfvHNVdkrKys\naNSokaJtVWGcOnWKzMxMxZS7bt26IZPJyM/Pp2XLlvTt25eMjAwWLlyIiYkJc+bM4cKFC5iamhIc\nHExmZuYbNnNycjh+/HiZCiVzcnKIiIjAwsJC0blDrp7+rwS78LKG8vHjx6iqqhIWFiaaXUEQ6NSp\nE2ZmZujq6iKRSD76e0KJuDx48IDU1NQSPbcqVaqEt7e3ogTt30il0lI/tyZNmgRAaGjoe4/Nz89n\n9+7dWFlZERgYyIgRI4iNjWXChAkVLti9e/cuixYtYuzYsdy+fZtVq1ZVuGAXlBneT4pHjyA8/OXI\n38uXVWjXLpuvvrrP0KGPqFateA+FYcOGERgYyL179zAwMBDNx7t373L58mXFja/kf6iqqtKxY0c6\nduzI5MmTefjwoWKcb0REBEFBQdSrV08xzrd3795Ur169vN0uFpUrV2bq1KnMnTuXxMTEQicVybMp\nmpqazJ8/n/37979Rr1ZQUEBqaqoi+7t06VJkMhkqKirMmDGD6dOn06FDB8UD6sSJE2RnZ5eJur+g\noIB9+/YREBBQYerVypPk5GSePXuGhYUF27Ztw9bWttTK8RcvXnD06FGcnJwUQqCJEyeyb98+hg8f\nLpLnSj52pFIpqqqqJc78Gxoa0rNnT3x9fTEwMEBNTY3bt29z5coV3NzcSuVb7dq1GT9+PMHBwYWK\n4z4mceuzZ88ICwtjy5YtaGpqMmfOHCwsLCrs4r5ieqWkWKxff4w9e5qya1cj8vPB1PQR8+Y9QFc3\nk5KWClaqVInPP/+ce/fucfr0afr37y+Kr4IgUKlSJeU2ZBGoW7cuI0eOZOTIkeTl5XHq1ClFcLdr\n1y7FxDN57W9pJll9SExNTYmIiEAikRAeHv7WjMmff/5JzZo1sbGxoVatWixYsAAzM7NXfkhVVVXR\n1tZGW1sbV1dXHj16xOHDhwkPDycpKYlx48ZRt25dxQIhISGBzz//vNBSipJy9OhRJBIJqampDBgw\nAD8/vyLXq32qyFu/TZ8+HUEQCAwMZNmyZaWy+e+sP0CXLl0YMGAAAQEBmJiY/KfHfSv5H4IgoKOj\nU+SSgddRUVHB29sbJycn4uLisLCwQBAE1NTU6N27d6n9c3BwICoqioCAAL799ttXXvu3uLVr166E\nhYXRuXPnUl9TbHJzc4mKimLdunXk5OQwfvx4HB0dK3wCRhnwfqTcu/eU3burEhj4gqSk4VSrZsGk\nSYsZNeohdeq8u5l/UXjx4gWXLl2iadOmSCQSjI2NRVm1CYJAly5d+Oyzz0pt67+Empoaenp66Onp\nMX36dG7evKkQvvn7+/PTTz/RrFkzjI2NMTIyonv37qLWToqJPDvn5ubGr7/+yuDBgxWvZWdnExwc\nzPXr11FXV8fV1RUHB4citbCpU6cOZmZm9O/fH3Nzczp37kzLli0RBIHdu3cDUL9+fTZu3KhYIJRG\nPHbx4kV8fX05cuQIurq6rF279r3jRv8ryGsoNTU1cXd3Z9myZYwdO7ZUY5IFQaBevXq0b99e8bep\nU6dia2vLtm3bcHJyEsN1JR8xubm5HD16FBcXl1LZ0dbWZujQoQQFBTFkyBAEQaBbt25oamqW2kcN\nDQ3c3d355ptvGDt2LJ06deLOnTsEBASwd+9etLS0+PHHH+nbt2+FE7cWFBRw4MABAgICuHv3Lubm\n5ri5uYnaXvT58zfL0cRCWUT5kZGSkouJiR+NGrXG1XUNGhovMDd3Izs7jH79EkQJduFlJ4XMzEym\nTJnCjRs3iI2NLbXN7Oxsjh8/rmwYLwJN/4+9M4+rKf//+PNWSiG77NLINtn3fckutKm0kCRUso1h\nMMMMBmMybqsSiiLSwjCYGGO+51qyZt+XEdJCm7Tcur8//O4dTZaWGzE9H4/+6Z7zuZ/PPedzPu/z\n/rzfr3fjxlhZWeHp6cmRI0dwd3ena9euHDlyBFdXV4YMGcJXX31FVFQUiYmJH7u7hejSpQv9+vXD\n29ubnJwc8vLy2LdvH2ZmZmzbtg0VFRV27tzJlClTiq3XWLVqVRwdHRX60XKpIXjlNffx8cHc3BwT\nExN+/vlnTp48SU5O0SsIxsfHs2zZMmxsbHj06BE//fQTmzZtqjB2/x+59Jt8nhsZGaGnp4dYLKY0\nokCCIBSSX2rWrBmmpqZs3rz5P1nZsIKCnDt3jpcvXypljZkxYwapqakEBQVx9uxZpcb+y+eEu7s7\n69evx9TUlJiYGBYtWkRoaCgDBgwod8bumTNnmDRpEkuWLKFFixbs3LmTxYsXK9XYlUqlzJo1BPBV\nWpuvU+Hh/QTIy4N9+2R8991uLl5cBNzhiy8s+eabVnTseJucHCPOnAnC09OTdevWKeU7BUGgXr16\nDBs2DIlEgr+/PyNHjizVlsWZM2fIzs6uMHiVjKamJgMGDGDAgAHIZDJu3bqlCH348ccfyc/Pp1Wr\nVgrN37Zt25YLKZuZM2diZWWFu7s7ly5d4ubNmxgaGpKcnIy6uvpbxd+Lgrm5OaGhoXh6evLLL79w\n69YtNDQ0CAgIQCaTcfr0aQRB4OjRo4SGhqKpqUn37t0VHvI3yWilp6cTGBhIaGgoWlpafP311/+5\nZLSiIJFIUFVVVcT+yxU05syZg0QiKdH8j4uL48GDB7i6uhb6zNHRkf3797NlyxZmz55d6v5X8Oki\nkUjQ0dFBX1+/1G01atQICwsLtm3bpvR1SyqV0q5dO/bs2cP169dxcHDAxsYGLS0tpX2Hsrh9+zae\nnp5IJBK+/PJL/P39lVI58U3ExsaSmZkGvDm3o7RUPKnLMQkJsGkTrF//FwkJXwOnaNFiAN9+u4Iv\nv2yhOE5dXR1nZ2cWL17MuXPnlHIzvu5NmTFjBocPHyY4OLhUQfsSiYSGDRvSvHnzUvevgjcjEolo\n2bIlLVu2xMHBgZSUFE6cOIEgCISFhbFp0yZq1KihiGvt1avXRwsvycnJoXbt2oSHh2NgYMDmzZvR\n19fH0NAQFxeXUrVdqVIlXFxcWLRoEWfPnkUQBLp27arIbu7fvz/9+/dHJpNx+/ZtxQvCqlWryM/P\np2XLlooXBH19fSIjI9m0aRPZ2dnY2dlhZ2dX7uPVPhZvkn7r27cvnTt3xsPDo0RyUfIYyu7duxf6\nrHbt2kycOJFNmzZhYWHx2RdxqeDtyBWAlOUddXBwYNeuXVSpUkUpORL5+fkcOnQIHx8fEhISqFu3\nLpqamkyePLncvTgnJCSwYcMG9u3bR8OGDVm9ejWGhoZl6nkWBIHq1WuTmtqlTNovX79wBchkcPz4\nK6WFXbuuk5+/kPz8vejqtmXBAl+6dev2xvOGDh1KSEgIYrGYwMDAUt2UDx8+5O+//8bNzQ2ABg0a\nYGlpSXBwMGZmZiXawpDJZAiCQN++fcvdVs3nTI0aNRg5ciQjR45EKpVy+fJlhXH322+/oaqqSocO\nHRSJb3p6emV+fZ48eaIoxtCwYUMqVapEly5daN++PceOHSMnJ0cp3pQhQ4YQHBzML7/8ws2bN5k/\nf36hY0QiEfr6+ujr6zN58mRSUlI4efIkgiCwe/duNm/ejIqKCvn5+XTt2pWvv/4aPT29Uvftc0Uu\n/fZvFRZ5IpC9vT379u1j3LhxxWpXEAQ6d+781pcMGxsbwsLC8PX1Zfny5SXufwWfLg8ePODhw4dK\n9fJra2ujoaHBixcv+Pvvv0tl9MbExCAWixXJrZ6enmRmZjJx4kRFclx5ICMjg6CgILZv346mpiZz\n587FzMyMSpUqlfl3SyQS2rfvx//+VzbRthUxvOWEjAzw84MOHWT07RvP3r1O5OW1o169M6xYsYJd\nuwLfauzCq4x1Nzc3rly5wpEjR0rVF0EQqFSpUgFvyuTJk6lUqRL+/v4lavPu3bs8efKkIpzhI6Km\npkbHjh1xdXUlNDSUffv2MX/+fKpUqaKQyRk7dixr1qxBEASysrKU+v1paWmIxWLMzMw4deoUCxcu\nJDw8nEmTJhEaGkp8fDyCINCkSROleFPkc0KuX1yUGLwaNWowYsQIjI2NFTJajRo1olmzZpw5cwYr\nKyscHR0JDAzk9u3bpYpJ/Rx5l/SbgYEBQ4cOZcOGDcW6tzIzMzl79uw7nx2amppMnz6dAwcOcP36\n9RL1vYJPG0EQUFdXf+MuQEm5c+cOGRkZ1KhRQ5EHUFxu3bqFm5sbzs7OirCqtWvXoqurS9u2bRk+\nfDh+fn68fPlSaf0uCbm5uYSGhmJsbMz27duxtrYmKioKKyurD2LsyqXfOnXqX2bfUeHh/chcvQq+\nvhAUJCMjI4OmTVeiru6Jiooas2e7MX78+CJn23ft2pW+ffvi5eXFgAEDSnyTCoJAly5dCsQTaWtr\n4+DggKenJxMmTCh2WIIgCGhoaNClS9lsVVRQfOrXr4+5uTnm5uZkZWUptv4lEglhYWFoaGjQrVs3\nxdZ+/fr1S/Q9OTk57Nq1i82bN5Obm8ukSZOws7NT3F92dnaEh4ezYcMGTp8+zeDBg5U2xq5du6Kj\no0NycjJ169Z97/F37tzB09MTQRBo27Ytfn5+inv26dOnSCQSBEEgICAALy8v6tevr/COd+vWrdwJ\nwn9oBEF4p/Sbi4sL5ubmbN++HQcHhyK1GRMTQ25u7ntflseMGcP27dsRi8X4+PhU7CT9x5BIJHTp\n0qXYSa7vQhAEKleujKurK8uXL+fixYu0b9++SOfGx8fj5+fHvn37aNKkCT/99BODBg0qdF86Oztj\nZmbG9u3bmTJlitL6XlRkMhlHjhzBy8uLx48fY2RkxLRp09DR0fmg/ZBLlhoY9C6z76gweD8CubkQ\nFQXe3jKOHRNRq9ZL2rXz4OrVtTx5ko6VlRX29vYlKn/q6uqKtbU14eHhWFlZFfv8zMxMzp07x6xZ\nswp9Jpf/8fLywt3dvVjtSiQSunfv/p83CMorlStXVpQylslk3Lt3TxH6sHbtWlavXs0XX3yhMH7b\ntWv33piz1yVsnj59yrhx43BycioUElOlShWcnJxYs2YNgFKzofPz83n58iV5eXnvnBMJCQn4+fnx\n66+/0qBBA1atWsWQIUMKLE46OjqYmppiampKdna2ohqTIAiEh4crXujkv9F/LZZUJpMpktLeZmw2\nbtyY8ePHExQUhImJSZHKZkskEpo2bUrTpk3feZw8OW7u3LmcOHGC3r3LbuGsoHzx4sULzp07p/Sk\nRUEQ6N69O2PGjGHnzp2IxWICAgLe+TKVnp5OUFAQO3bsKFJyqzw5buvWrZiYmFCrVi2ljuFdnD9/\nHrFYzOXLl+nTpw8///wzLVq0eP+JZYBc+k1Lq+xySipCGj4gcXGwdCk0bSrDwgLS0tKxtd1A1apt\nOHHiG/r06UlERARubm4lMnYBWrRowZgxYwgICCAjI6PY58u9KW8yOuTJcceOHeP8+fNFbjMtLY3Y\n2NgyLelagfIQiUTo6ekxceJE/P39OXz4MKtWraJ169bs3buXqVOnMmzYMBYtWsRvv/1GSkpKoTZO\nnz7NxIkTWbJkCfr6+oSGhrJo0aK3xn+bmJhQvXp1VFRUlJoBfO3aNdLS0ujTpw8bN24sNCcyMjLw\n8fHBxMSEP//8k7lz57J7926GDh36zkVNQ0ODXr16MX/+fKKioti9ezczZswgJycHd3d3xo4di4WF\nBWKxmLNnzyKVKkcusDxz//59Hj169F5PrNyLFRAQ8N425UZ0UZ8d/fr1UyTH5eXlFemcCj59Tp06\nhVQqVWrIXGpqKhcvXqRv376K8KjY2FiOHTv2xuNzcnLYvn07xsbGhIaGYmdnR2RkJOPHj3+vc8DB\nwQGRSFSkOaEM7t27x9y5c5k6dSp5eXn4+voiFos/mrEr32Es65DHCg9vGSOTwR9/vEpC27MHNDRk\njB6dRLt20YSHryU4OJYePXqwatWPBQTVS8O0adM4ePAgQUFBxc52FwSBpk2bvrWM4bBhwwgODkYs\nFrNly5YibRuePHmSvLy8ivjdT5Rq1aoxdOhQhg4dSn5+PlevXlVs7X/33XeIRCLatWtHnz59aNas\nGXv27OHEiRO0a9euyMUY1NTUqFmzJqmpqZw/f14pFY3g1f0sL3lpbm6umBO5ublERESwceNGXr58\nibW1NZMmTSqRsLxIJEJXVxddXV1sbW3JyMjg5MmTSCQS9u/fz7Zt26hatSq9evVSeNGL4tn81JBI\nJGhoaLy1XLScGjVqMHnyZHx9fbGysnpnydSbN2+SkJBQ5GfH68lx+/fvZ+zYscUaQwWfJoIgoKur\nWyopw39z4sSJArH/PXv2pGfPnoUKMeXn53P48GG8vb158uSJYierKCFUcuRzwsfHBysrq/fuZpSU\npKQk/Pz82LNnD/Xr12fFihUMGzbsjdUuPySnT59WSL8pOXWkABUGbxmRkgJBQa8M3Zs3RXzxRRZf\nfZWIgcE5tmzx5Lvv/qBly5Z4eXkpvcxuvXr1sLGxISQkBHNz8yLH4si9KUOHDn3rMSoqKsyaNYsZ\nM2Zw5MgRhgwZ8t52BUGgRYsWJY4BraD8oKKigoGBAQYGBkybNo2kpCQkEglHjhzB39+fvLw8VFVV\n6d69OxYWFrRs2bJI7aakpPD333/TqFEjPDw8FMUnSotEIqFXr140aNAAW1tbgoODqV+/PsHBwcTF\nxWFkZMT06dOVGq9WtWpVhgwZwpAhQ8jPz+fatWuK2Ohly5YhEon48ssvFaEPrVq1+iziTf8t/fYu\nrKysFAVBVq9e/c42NTU16dSpU5H78Xpy3LBhwyrCqD5z8vPzkUgkjBw5UqntSiQSWrZsWeDZMHPm\nTGxtbYmKisLc3JwzZ87g4eHB1atX6devH7/88kuJVVwsLS3ZtWsX3t7eivAuZfHixQuCg4PZtm0b\n6urqzJo1q1j5QWWNIAiK5OAbN8rueypCGpTM+fPg6CijUSMZX30lo1mz5/j738DHR+Du3a+wtzfn\nypUrLFu2jG3btind2JUzceJENDU18fPzK/I5N27cIDEx8b3elG7dutG7d2+8vb3Jzc1957H5+fkc\nP368wrv7mVK5cmXi4uI4e/Ys1apVw9LSkvHjxxMfH89XX32l0NTdsWMHDx8+fGs7J0+eJD8/n9mz\nZ3Pjxg0OHTpU6r4lJSVx9epVhYemY8eOSKVSVq1aRZMmTdixYwdLly4t0+QMFRUVvvzyS6ZNm8bW\nrVs5ePAg3377LfXq1WPbtm3Y2toycuRIli9fztGjR3nxouzKapYlGRkZnD9/vsjzXF5e9fDhw1y+\nfPmtx0kkEnr06FHshdnFxYVnz56xY8eOYp1XwafHjRs3SE5OVuoak5eXx/HjxwuF0rRq1YpRo0bh\n4+PDzJkzmT59OgB+fn6lMnbh1ZyQO5IuXbpUqv7LkUql7N69GxMTE4KCgrCwsCAqKgobG5tyY+x+\nSMnSCg+vEsjKgt27wctLxqlTInR0pEycmICxcRJVqqQTEhLC7NlbUVFRwdnZGUtLyzL3OlStWpWp\nU6fi7u6OtbV1kWJzBEGgSpUqRfKmuLm5MWHCBCIiIrC0tHzrcVevXiUlJaXC4P3MyM3NJTw8nI0b\nN5KVlYWtrS12dnYFQgIePnyoSOry8PDA3d2dpk2bKjybnTp1UiiJCIJAy5YtGTRoEIMGDcLHx4fB\ngwejoaFR4j4eP34ckUhEkyZNmDdvHseOHUNHR4eEhATc3Nw+SrxanTp1GDt2LGPHjiU3N5cLFy4o\nfqM9e/agpqZG586dFb9RWW1tKpuShC2NGjVKoR3u7+9faLFLSUnh0qVLLF68uNj9ady4Mebm5gQG\nBmJsbPxZhpBU8Ar5uqXM0t6XL18mNTW10P2cmJhIbm4uaWlpXL58+Y3JraVh5MiRCqWRjRs3lrhd\nmUzGn3/+iaenJw8fPmTUqFHMmDGjXO6y3rlzh6dPn34QG6HCw1sK7t2DhQuhcWMZdnYA6fz88232\n7LmIvX0cgvDqzSogIABjY2OioqKYNGnSB9tiMzU1pVGjRnh6ehbpeLmSQlHkzFq0aIGRkdEbE4Fe\nRxAEtLW1MTAwKHK/Kyi/yGQyoqOjMTc3Z926dQwaNIjIyEhmzJhRKP61SZMmTJgwAW9vb44cOcLP\nP/9M586diY6OxtnZmSFDhjB//nwiIyMLlJx1cXEhISGBsLCwUvX1jz/+oGbNmjg5OXHz5k1WrFhB\nZGQkTZo0wcPDo1RtK4NKlSrRrVs35syZQ3h4OFFRUcyePRsVFRU8PT0VihDu7u6cOnXqvbspHxOJ\nRIKenh4NGjQo8jmqqqq4ublx/vx5/vrrr0KfHz9+HJlMVuJkV3ly3KZNm0p0fgWfBoIg0LNnT6VW\nKntV8au6Yt3KyMjA19cXY2NjTp06Rbdu3cjNzaVTp05K9UrK58SFCxfemhz3PmJjY5kyZQrz58+n\nYcOGBAcH8/3335dLYxf+kX4rq3LFr1Ph4S0meXlw6NArSbEDB6BatXyMjJIwM0ukWbNshXve09OT\nu3fvMnz4cJydnRUi9h8SeXnVhQsXcvr06XcWrnj+/DmXL19myZIlRW5/+vTp/P7772zduhVnZ+c3\nHiMIAr169Sp3ZRMrKD7nzp1DLBZz5coV+vXrx7p1696qt/pvtLS0GDhwIAMHDkQmk3Hjxg1FXOuP\nP/6o0IJUVVWlT58+GBsbs2nTJsaMGUP16tWL1c/MzEyCgoIU2s8zZ87EwsJCsYXn4uLCggULiImJ\nUapIfWlp3LgxVlZWWFlZkZmZSUxMjCI+Wi5x1KNHD4Xub0kqHpYF8hhKIyOjYp/bq1cvunfvjqen\nJ3369CnwnBAEgVatWhUr+ed1atasib29PRs2bMDS0vKdyXEVfJo8e/aMq1evYm5urtR2JRIJvXv3\nRiaTsWvXLjZu3EhmZqYiuVUmk2FsbIy/vz+LFi1S6nf37NmTHj164OnpWSA57n08ePAALy8vjh49\nWmb5QWWBXPqtNLt5RaXCw1tEkpLgp5+gRYt8Ro+Ge/desmTJA377LZa5c+No1iybK1euMG3aNObM\nmUOtWrXYtm0bK1eu/CjGrhxDQ0MMDAzw8PAgPz//rceVxJuio6ODtbU1ISEhJCQkFPo8KSmJ69ev\nV4QzfOLcvXuXOXPm4OTkhEwmY8OGDfzyyy9FNnb/jUgkonXr1jg6OrJlyxasrKzQ0tJSyJfZ29tz\n5MgRMjMz+f7774ssryeVSgkPD1fEqwGIxWJsbW0LxKsNHjyYdu3avXdOfEzkLwiLFy9m//79hISE\nMGnSJJKTk1m5ciUjRozA1taWDRs2cPny5Y86jmvXrvHs2bMSzXO5qsL9+/fZu3ev4v9SqZQTJ06U\n+tkxYcIEateujY+PT6naqaB8Il+3lKm5/PTpU27evEmNGjWwsLBg7dq19O3bl4iICFxcXKhatSrV\nqlXDwcGBPXv2cO/ePaV9t5yZM2fy999/s2fPnvcem5yczJo1a7CwsODq1at8//33BAcHfxLG7uvS\nbx+CCoP3HchkcPIkTJz4Kgnt22/zMTB4RmDgNbZuvca4cclUriwjLi6Ob775hkmTJpGamopYLMbX\n15c2bdp87CEgEomYNWsW165d4/fff3/rcYIg0KZNm2J7jSZNmvTW5DhBEFBRUaFXr17F7ncFH5/E\nxERWrlyJlZUVd+/eZeXKlQQGBr5Xdqq4nDlzhgEDBrB69Wqio6Px9/dn7NixaGtr89dff2FoaMi0\nadPYtm0b9+7dK1TOVx6vZmlpyerVq+nRowdGRkbUqVPnjZX95HPi+vXr75wT5QWRSESrVq2YMmUK\nmzdvJjo6mh9++IGmTZuyc+dO7O3tGT58OEuXLiU6Opr09PQP2j9BEKhWrVqRK1D9m9atWzNy5Ej8\n/PzIzMwEXsVQpqenl3ohlCfHRUdHvzM5roJPE3lFxNq1ayutzZ07dwKwY8cOGjduzPbt29+Y3Dp+\n/Hh0dHTw8vJS2nfLkc8Jf39/xZz4Ny9fviQgIAATExMOHDiAi4sLERERjB49+qPLjBUVebLyh9Lo\nr9hnfgMvXsCOHa/CFi5cENG4cQ4zZiQyZkwSNWr8I2aekpLCpk2bCAsLo2bNmnz33XeMHj0aVVXV\nj9j7wnTq1IkBAwYoEoH+nZ0plUo5efJkiSqzVa1aFUdHR9atW8eECRMKJAJJJBIMDAyoUaNGqcdQ\nwYfjxYsXbNu2jeDgYDQ0NJg9ezbm5uZlktUbHx/PrVu3sLe3B1DyOawLAAAgAElEQVQkbXXu3BlH\nR0fGjh1Lw4YNqVy5Mhs2bEAsFtOoUSPFtr6GhgY+Pj7ExsbSvXt3Vq5cSevWrTEzM6NPnz5vja/r\n2LEjAwcOxNvb+41zojxTo0YNRo0axahRo5BKpVy6dEmR+LZ//35UVVXp0KGDIvGtefPmZZr9LJFI\nSh1D6ezszOHDhwkJCWHq1KkIgkCNGjVo27Ztqfs3evRoQkJC8PDwwM/P77OQgKvgn10AGxsbpbR3\n//59vLy8+PPPP9HU1MTd3f2dIU/yQkxLlizh/PnzxZLOKwozZszg8OHDBAcH4+TkpPi/VCrl119/\nxc/Pj9TUVCwsLJg8efInuc7Kk5U/VBnjT+M14ANx4wbMng2NGslwcpKhrZ2Kh8ctIiIuY2f3VGHs\nZmVlERgYyLhx49i7dy9OTk5ERkYyduzYcmfsypk5cyZPnz59YyLQxYsXSU9PL/FblpmZGQ0bNizw\nppuTk8OpU6cqwhk+IaRSKWFhYRgbG7N161YsLS2JiorC2tq6zAxCiUSCqqrqG3cBtLS0cHZ25urV\nqwq5nvXr19OrVy/++OMP3NzcmDZtGrdv38bKyoqlS5fSunVr4uLiePDgwXvvPVdXVxISEti1a1eZ\njO1DoKamRqdOnZg5cyY7d+5k3759zJ8/Hy0tLfz8/LCwsGDcuHGsWbMGiURClpJV3eXSb6Wd5w0a\nNMDKyoqtW7eSnJyMIAj07t1bKc9TeSLQuXPn+N///lfq9iooH8TGxvLixYtS33tJSUmsWrUKS0tL\nrl+/TqVKlXBwcChSfP+wYcNo06YNYrG40M5TaWnQoAGWlpZs27aNpKQkZDIZf/31FxMmTGDlypV0\n7dqV3bt3M2fOnE/S2H2b9FtZ8p/38EqlsHfvK2/uH3+IqFVLiqlpIiYmSTRsmFPg2Ly8PH777Tc2\nbNhAUlIS5ubmODo6fhKSN7q6uowbN06RCPR66WJBEKhVq1aJvSmVKlXC1dWVhQsXcubMGbp27cr5\n8+fJzMysMHg/AWQyGUePHsXLy4uHDx8yevRopk+f/kGyegVBoH379m8tpT127Fi2b9+Oh4cH3t7e\ntG3bFolEwrNnz6hduzadOnUiKSmJsLAwQkND0dfXp1atWqiqqr4xnOF1dHV1MTY2ZvPmzYoQik+d\n+vXrY25ujrm5OVlZWZw5cwaJRIJEIiEsLAwNDQ26d++u8JCX9hrLpd+UEUM5efJk9uzZg1gs5vbt\n2zg4OJS6TTm9e/dWJMf17t27Ion2M0AQBGrXrk3r1q1LdH5mZqaiGEOlSpWYOXMmzZo1Y86cOfTr\n169IbcgLMU2fPr3IhZiKg3xOrFmzhtTUVM6dO0fXrl354YcfykXIZGm4cuXKG6XfypL/7Kx/8gQ2\nbgQ/PxmPH4vo2PEFK1YkMHhwCurqhWMET5w4gYeHB7dv32bIkCG4uLh8clm/Tk5OHDhwgMDAQNzc\n3BT/l2eklibux9DQkC+//BIPDw8CAwMRBAEdHR309fWV0fUKyogLFy7g4eHBxYsX6dWrF6tXry5y\ndbTSkp2dzenTp3F0dHzrMWpqasycOZN58+axbNkyjh49ioqKCi4uLgX0rNPS0jhx4gSCIBAdHU1e\nXh4mJib06tWLvn370qtXrzeqPUydOpXffvuNLVu2MGvWrDIb68egcuXKirAGmUzGvXv3FKEPa9eu\nZfXq1XzxxReKY9q1a1dsQ1AQBAwMDJTy0q+trY2DgwNisVjpsf/y5DhbW1t+/fVXTExMlNZ2BR+H\nkq5bUqmUPXv24O/vT3p6OpaWlkyePBltbW1+/vlndHR0ipWQ27VrV/r06YO3tzcDBgwokqxnUUlL\nS0NHR4ejR4/StGlTxGIxvXv3/izCcv4t/fYh+E8ZvDIZHDv2qtxvZCSoq8sYMSIZc/NEWrZ8+cZz\nrl+/joeHBzExMXTq1InAwMBPVlO2Tp062NraKiqu1K9fn/j4eO7cucPUqVNL1bY8EcjJyYno6GjF\nw+hzmJifI/fv38fb2/ujSticPXuWrKysd77hS6VSnj17hpqaGvv378fKygpHR8dCW3ja2toMHz6c\nfv36ER0drVB+EASBgwcPoqKiQrt27RTGXYsWLRCJRNSpUwc7OzsCAwOxsLAolo7sp4RIJEJPTw89\nPT0mTpxIeno6J0+eRBAE9u7dS1BQENra2vTs2ZO+ffvSu3fv926T5ubmcurUKexeiZArhfHjx+Pr\n60vlypWpVq2a0tqFfxKBNmzYwIgRI9DU1FRq+xV8OB4/fszdu3eZNm1akc+RyWQcO3YMT09PHjx4\nwMiRI3F2dlbM+dJU/Jo5cybW1taEh4eXKBfm36SkpBAQEMDu3bupWbMmNWrUoHnz5h90+7+sUWbY\nUlH5Txi8qamwbdursIXr10Xo6WUzZ04Co0cnU7Xqm+V8Hj9+jK+vLwcOHEBXVxd3d3f69+//yRtw\ntra2RERE4Ovry/fff48gCKiqqirF2OncuTP9+/fHw8ODp0+ffnYes8+B5ORkNm7cSGRkJHXr1mX5\n8uUMHz78o2T1CoJA/fr13+hNkclkSCQSPDw8uHv3Lj169ODUqVO0atXqnYZYTEwMUqkUCwsLmjZt\nirOzMwkJCUgkEgRBYPPmzXh7e6Ojo6PY1jczMyM8PBxfX19++OGHshxyuaFatWoMHTqUoUOHkpeX\nx7Vr1xTe3++++w4VFRUMDAwUv1HLli0LPfsuXLiglBjK15HJZOTl5ZGamsqFCxeUWj0L/kkECgkJ\neefOQgXlG0EQUFNTo0ePHkU6/tKlS4jFYi5cuFAgufV1Hjx4QFxcHPPmzSt2f+SFmAICAjAyMipU\nhKeoZGVlsWPHDgIDAwGYNm0aEyZM4M8//yyz5LiPQUJCAjdv3mTixIkf9Hs/a4P34sVXRm5IyKvy\nvwMHpjB7dgJdumTwNrs1NTWVLVu2sHPnTrS1tVm0aBFjx479bGK+qlSpwtSpU1mzZg3W1tYIgkDH\njh1LPEH/jVzkX1VVtVyJ+v/XyczMJCQkhG3btqGqqsrMmTMZP378BxH7fhNyg/ZN3pQrV67g4eHB\n2bNn6dKlC1u3bqVt27YsXLgQX19fhg4d+tZqhRKJhKZNmxYoyVuvXj1MTEwwMTEhJyeHc+fOKYy7\niIgI1NXVady4Mb/99htDhgyhf//+ZTr28oaqqioGBgYYGBgwffp0EhMTFXG/QUFB+Pr6Uq9ePfr0\n6UOfPn3o3r27wntet25dWrVqpbS+nD17FqlUiq6uLh4eHmzatEmpToaGDRtiaWnJ1q1bMTExUaqc\nVQUfDkEQ6NSp03vXrb///ltR6VFfXx9PT0969uz5xntKXqjmXQWa3sX06dM5dOgQQUFBuLi4FOvc\nvLw89u/fz4YNG0hOTmb8+PFMmTJFESo0bNgwgoODEYvFbNmy5ZN3vEkkko8iWfp5WHGvkZ0N4eGv\nDN3jx0XUqyfFxuZVElrdum8vzZmdnc2uXbvYvHkzeXl5ODg4YGNjg5aW1gfs/YfB2NiYHTt2IBaL\niY2NZfr06Upru3nz5tSpU4fnz58jlUqV1m4FJUMqlbJ37178/PxIS0tTxKsVt3qZsrl//z6PHj0q\n4B2Mi4vDx8eH33//HT09PdavX19AWszFxQVzc3NFcYp/IzeiDQ0N3/q96urq9OzZk549ezJv3jwe\nPHigMH7v3r3L3Llz0dXVVYQ+dOzY8bN52S0qdevWxdjYGGNjY3Jycjh//ryiKl5kZCSVKlWiS5cu\n3Lx5ky5duih18RUEgQYNGjB//nxcXFw4evQogwcPVlr78E8iUEBAAAsWLFBq2xWUPVlZWZw9e5YZ\nM2a89Zhnz54REBBAeHg4derUYdmyZYwcOfKd2+cSiYQuXbq89WX6fdSrVw8bGxtCQkIwNzcvktSW\nTCbj+PHjeHh4cOfOHYYOHYqzs3Oh/CB5cpxcrUbZyXEfGnmy8odehz6bJ/mDB+DvDxs3ykhMFNGt\nWzpr1iQyYEAK71qv8vPzOXjwID4+PiQmJmJqaoqjo+Nn/eYvTwT66quvAJS6JfnixQuePXuGSCQi\nMDCQmTNnKq3tCoqOXMLG09OT+/fvM3LkSGbMmEHDhg0/dteAf7wpXbt2LaRn/e2332JkZFRocWrS\npAnm5uZs2bIFY2PjQqENN2/eJCEhocj3s0gkQldXF11dXWxtbTl48CBLliyhfv36HDhwgODgYKpU\nqVIgrvVzfi68CXV1dXr06EGPHj2YN28ef//9N4IgcPjwYZ49e0Z0dDQ3b94s8IJQ0qSd173+PXr0\noHfv3nh5edG/f3+lvnRUr14dBwcHvLy8sLS0RFdXV2ltV1D2nD59muzs7DfO86ysLEJCQti6dSsi\nkQhnZ+cCya1vIyMjg3PnzpUonOF1Jk6cSEREBH5+fnz33XfvPPbatWt4eHhw+vRpOnfu/N78oG7d\nupVZctyHJCcnh5iYGKZMmfLBv/uTNnjz8yE6+pU3d/9+0NLKx8goCTOzJJo3f7/e5KlTp/Dw8ODG\njRsMGjQILy+v/8zDb8CAAdSuXZu0tLQC27+lJSYmhry8PCwtLdmxYwfjx4//IPJWFfzD5cuXEYvF\nnD9/nm7durFixYoSS/eUFYIg0LlzZ0JDQwkMDEQmk+Hk5IS1tfU7FydHR0f27dvHpk2bCi1OgiCg\npaVF586dS9Sn4cOHs3v3bp49e8a+ffu4deuWwvv7/fffIxKJaNOmjcK4a9269SdT0UhZNG3aFGtr\na1RUVLh27RpLly7l9OnTHDp0iJCQEKpUqUKPHj0ULwjFqdx47949Hj9+rEjMkScCRUZGMn78eKWO\nw8LCgp07d+Lt7c3atWuV2nYFZYsgCDRu3JhmzZop/peXl6coxvD8+XMsLCxwcHAosj7tqVOnyMvL\nK7Xzp2rVqkydOhV3d3esra0LFGKS8/jxY3x8fDh48CDNmzdn3bp19OvXr0g7JfI5ERERgaWlZan6\n+rE4d+4cL1++/CiSpZ+kwZucDIGB4OOTz927KrRsmcU33yQwYsQzNDXfX1P+5s2beHp6cuLECdq3\nb09AQIDSkyM+FXJzczl48CCjR49WSnuCIKCrq4uzszPR0dFs2LCBZcuWKaXtCt7Nw4cP8fb25vDh\nw7Ro0QIPDw969epV7uK9UlNTOX/+PFWqVCEmJqZYetY1a9bE3t4ePz8/LC0tady4seIziURCjx49\nSuz5kCuNTJ48mUOHDmFkZETbtm1xcnIiOTlZIXsWEhKCv78/tWvXpnfv3gqPpLLi4D8F5C8sI0aM\nYMSIEeTn53Pz5k3FC8Ly5cuRyWS0bdtWkfjWpk2bd74gvO71B9DX18fIyAh/f39GjRpFlSpVlNZ/\nDQ0NnJ2d+e6774iNjaVDhw5Ka7uCskOupDBo0CBEIlGh5Nbhw4czY8aMAs+FoiAIAnp6ekrZATM1\nNSU0NBRPT0/EYrHi/6mpqWzevJldu3ahra3N4sWLGTNmTLF2L+TJcRs3bmT06NGf5DNHLllaHOk3\nZSGSKbs8SBly+vQrSbHQUMjLkzFkyHPGj0+kXbsXb01Ce534+Hg2bNjA/v37adKkCa6uroqJ81/j\nzp07WFpa0qFDB+Lj44mIiCh1ApNMJmPkyJGMGDGC2bNns3v3btasWUNISMgH03b9L/L8+XOFhE3t\n2rWZMWMGo0aNKndV/+R61j/++CPx8fH06dOHr776qth61llZWZiamtKhQwdWrVoFvJLxGTp0KIsX\nL8bY2LhU/Vy4cCGXLl0iPDz8jd5mqVTKhQsXFMoP9+7dU1Q8kxt3zZo1+2yfK5mZmRgaGuLm5saE\nCRPeeMyzZ884fvw4EomEEydOkJGRoXhB6NOnDz179iy0WDs5OaGlpcX69esV/4uPj8fMzAw7Ozul\n5hrAq3A2W1tbKleurPTkuArKBnlVRS8vL7S1tRGLxYrk1lmzZpWoeFJ+fj4jR45k1KhRSlMWOnz4\nsCLJtn379gXygyZOnIiNjU2JZfGePn2KqakpNjY2ODs7K6W/HwqZTIaJiQk9evTgm2++eeMx169r\nYmvblrNnoYSbdW+l3Ht4MzNh507w9s7n7FkVGjbMxdExgXHjkqlZs2hJUenp6QQGBhIaGoqWlhZf\nf/01JiYm/7lklNcRBIHKlSuzcOFCbG1t2blzZ6klQm7cuEFSUpJiq8LY2Jjt27fj6emJp6enMrpd\nwWtkZWWxfft2goKCgFeSS1ZWViVOuihLXtezrlmzJo0aNSrg/SgOlStXZvr06fzwww/Y2NhgYGDA\n8ePHkclkStkmkyfH7dy5k0mTJhX6XE1Nja5du9K1a1dmzZpFXFycQtXAx8eH9evX07hxY0XoQ+fO\nncusNPPHICYmhtzc3Hf+1rVq1cLIyAgjIyOkUimxsbGKxLdff/0VVVVVOnXqpPiNatWqRWxsLPPn\nzy/QTv369ZkwYQLBwcGYmZlRt25dpY1Dngjk4uLCn3/+yaBBg5TWdgVlg3wXICoqisOHD78xubW4\nXL9+neTkZKVuscsLMS1fvpz8/Hyl5gfp6OhgbW2tSI6rV6+eknpd9pRG+k0ZlMsANKlUyq1bMG8e\nNGokY8oUGZUrp7N+/S0iIy9hb/+0SMZuTk4O27dvx9jYmJ07d2JnZ0dUVBTjx4//Txu78Gr7t1u3\nbujr62NqasrmzZtJSUkpVZuCIFClShVFeIg8Oe7EiROcPHlSGd2ugFfxanv27MHExAR/f3/Gjh3L\nnj17sLe3L3fG7pMnT/j222+xtbUlISGBtWvXIhKJ3qmkUBRGjx7NF198gYeHh2Kbs3Xr1sWKGX0b\nryfHFWVONG7cGEtLSzw8PDhy5Ajr1q2je/fuHD16FFdXVwwNDZk3bx6RkZEkJCSUun8fG7n0W1E9\n82pqagoP3K5du9i7dy/z5s1DXV0dX19fzM3NMTMzIy8vD01NTbKzswucb29vj4aGBv7+/kofS48e\nPejVqxeenp4VqjLlnJSUFHbu3ElOTg6xsbEsWbKEHTt2lKhQxOsIgkDVqlWVGtZy6tQp0tLSePz4\nMbVq1WLnzp0sWLBAaUmvkyZNQlNTEz8/P6W096EorfRbaSlXBq9UCnv2QMuWS2nZshXe3rPp1m03\nu3adRyy+Td++aRRllzY/P59Dhw4xfvx41q9fz+DBg4mMjGT69OlKjQP7VElLSyM2NlbxRjt16lTy\n8/PZsmVLqdoVBIGePXsWeJkYOHAg7du3x8PDg/z898dXV/B25IadtbU1y5cvp2PHjuzevZt58+YV\nOTnjQ5GWloZYLMbU1JSYmBgWLVpEaGgodevW5dmzZ6X2pqiqquLm5sa5c+c4duwYJ06cUKqHxtHR\nEZlMxubNm4t1nqamJv3792fRokXs27ePHTt24ODgQEpKCqtWrWLUqFFYW1vj4+PDxYsXycvLU1qf\nPwSvKymUlIYNG2JhYaF4Qfjll1+oVq0aampqLF26FENDQ+bOnUtERARPnz6latWqODo6smfPHu7e\nvavE0bxi5syZPHz4kKioKKW3XUHpycrKIjAwkHHjxpGYmEj//v2JiIjA2NhYKWFbgiDQq1cvpTjB\nbt68iaurK66urtSsWZOOHTuSkpKidHUc+Zz49ddfuX37tlLbLktKK/1WWsqFwfv0KVhY7KB6dVuM\njfOBfnTu3Jlq1bYTHW2BvX1/5s+fz549e0hKSnpnW2fOnMHe3p7Fixejp6dHaGgoixcvVupW2KfO\nyZMnycvLU2RD16pVi4kTJ7Jr1y4ePXpUojafP3/OlStXCi2E8kSgmzdvcvDgwVL3/b/K1atXmTFj\nBrNnz6Z69eoEBgayatWqYidnlDXZ2dkEBwdjbGzM7t27cXBwIDIyElNTU9TU1JBIJFSrVo327duX\n+rt69+5Nt27dcHd3Jz09XakGb82aNZk0aVKp5oRIJEJfX5/JkyezadMmfv/9d1asWIGenh7h4eE4\nODgwfPhwvv32Ww4dOkRaWprS+l9WFFf67X1UrlyZPn36kJ6ejrW1NaGhoTg6OpKWlsbq1asZPXo0\n1tbWJCYmUrt27TIJjWrZsiWjR4/G39+fFy9eKL39CkpGXl4e+/btw8zMDF9fX9q1awfAggULlFYW\nOjk5matXr5a6ZG98fDxLly7FxsaGx48fs3btWjZt2sSSJUt4+vQpYWFhSunv65iZmdGwYUO8vLyU\n3nZZIJd++xjqDHI+2r6+TAZRUY+ZNWsuT56sIz9/JzVqPMHP7wZt2tQFvkImm6fI/JVIJKxYsQKZ\nTKaQBurTpw9t27ZFRUWFO3fu4OnpiSAItG3bFj8/P7p06fKxhleuEQQBfX39AnJhNjY27N69G19f\nX1asWFHsNiUSCTKZjN69exf6rEOHDgwaNAgfHx8MDQ0/WnWvT5FHjx7h4+PDoUOH0NPT45dffin1\nFl5ZIN9V8fHxISEhARMTExwdHQuFGLxpF6CkiEQi3NzcsLOzQ0tLq0QJK+/C2tqasLAwfHx8WLly\nZanbq1GjhkLVQCqVcvnyZUXi24EDB1BVVaV9+/aKxLcvvvii3F1nediSMsubXr16lefPn9OvXz9a\ntGhBixYtsLe3JzU1lRMnTiCRSNizZw+pqakkJibi7OzM2LFj6dWrl9KE66dPn87vv/9OcHAw06ZN\nU0qbFZQMmUzGyZMn8fDw4NatWxgaGuLi4sLGjRtp2bKlUmNWjx8/jkgkKrHBm56ezpYtWwgNDaVq\n1aosWLAAY2NjxfNNV1eXcePGsWnTJsaMGYO2trbS+l6pUiVcXV1ZuHAhZ86cUaiblFeUJf1WGj64\nwZueDiEhr5LQLl/WQkUlmrZt53L79u9MmOBAmzaZimNFIhGtWrWiVatWTJkyhefPn3P8+HEEQSA0\nNJSNGzdSo0YNqlWrRlxcHPXr12fVqlUMGTKk3C0U5YW8vDyOHz+OiYlJgf9ramoyffp0VqxYgY2N\nDW3atClWuxKJhLZt2741RsnV1RULCwt27dqFnZ1difv/XyElJYXNmzcTFhZG9erVWbJkCUZGRuUy\n9jwmJgaxWKzQs/b09HyjnnVSUhLXrl3DyspKad/dpk0bqlatSm5uLtnZ2Urz/MA/yXHLly/HxsZG\nqQa1mpoaHTt2pGPHjri4uBAfH68wfgMCAvDy8qJ+/fqKpK6uXbuWi/hsiURC9+7dlSp6LwgC2tra\nCg+enOrVqyteEPLy8rh48SLffPMNsbGxxMTEoKKiQvv27RXOjxYtWpT4uS9Pjtu2bRtmZmZKiQWv\noPi8ntzasWNHtmzZQrt27RTrlpmZmVK/TxAEvvzyyyJJIr5OTk4OYWFhbN68mezsbCZNmoStre0b\nQyadnJw4cOAAgYGBuLm5KavrwD/JcR4eHgQGBpZrXXBlSr+VlA/261y5Ai4uMho1kuHiIqNu3VS8\nvROYNcueK1d2kZX1fiHimjVrMnr0aFatWkVkZCSjRo0iPT2dR48eIZPJSEhIYPfu3QQHB3Pv3j0+\nIcW1D8bVq1dJSUl54xutkZERenp6iMXiYv12Uqn0vTGUzZo1UyTHpaamlqjv/wWysrIICgrC2NiY\nqKgopkyZQmRkZAGvQXnh1q1buLm54ezsjIaGBgEBAaxdu/atxVskEgkikeiNuwAlJT4+noyMDKRS\nKSEhIUprV05J50RxqV+/PmZmZvzyyy8cOXIEDw8P+vfvz4kTJ5g9ezaGhobMmjWLsLAwnjx5Umb9\neBcpKSlcunRJ6R6aonj95aoOK1asIDs7m4ULF7Jw4UK0tbUJCAhgwoQJGBkZ8eOPP/LXX3+RlfX+\nwkP/Rp4c96klAn0O/Du51d3dnY0bNypegi5fvkxqaqpS7z2pVMrJkyeL1aa8Mqu5uTlisZjBgwcT\nFRXFtGnT3pofVKdOHWxtbQkNDSU+Pl5Z3Qf+CRm8evUq0dHRSm1bmeTn53P8+PFSh46UljJdQXNy\nICrqVSW0v/4SUbu2FEvLRIyNk6hfPxeATp3M8ff3QyqVvrEqyb/Jzc0lIiKCjRs38vLlSyZOnMik\nSZNIT09XeEg2bNiAWCymUaNGiu3BLl26VGyl82pxqV69eiFvCvyjqjBnzpxi3ZyxsbFkZGS898Hh\n6OjI/v372bJlC7Nnzy5R/z9X8vPz+e233/D19SUpKQlTU1OmTp1KrVq1PnbXChEfH4+fnx/79u2j\nSZMm/PTTT0XSsxYEAQMDg2J7U97XpqqqKqampmzduhVTU1Ol/mby5LjZs2eXOlmrqGhoaNC7d296\n9+6NTCbj/v37ioIOP//8M2vWrEFPT0/h2ezQocMHeRmSS78pc9FKSkri+vXrWFtbF+n4rl270q9f\nP7Zt28bu3bsxNTUlOzubc+fOKX6jiIgI1NXV6dq1q+L536hRo/e2Xa1aNaZMmcL69euxtramefPm\npR1eBe8hLS1NERKgra3NokWLGDt2bKH7WRAEatSowZdffqm0775w4QIvXrwo8pw+c+YMYrGYa9eu\n0b9/f8RicZHvEVtbWyIiIvD19eX7778vTbcL0blzZ/r374+Pjw+DBg0qlxKIZSH9VhLKzMNraQk1\nasiwtIQXLzJYteou69ffwtw8UWHsAmRlaZKVlU12djY7d+5U/P/+fQ2ePPnnwslkMnx9NzFgwCDW\nrl1Lv379iIiIwMXFhZSUWuTm6mJubs769es5cuQI7u5iWrfuy7Fjf+Hm5sbAgQMZNmwYXl5biYl5\nXqi/169rkpJSMOMzOVmNGzcKb5Hevl2ZpKSCEzItTZXr1zX5d9L1v8cBkJmpwvXrmmRlFTQQ4uLU\n+fvvgkZ5bq6I69c1ycgoeKmePq3E3buFtzjfN46wsDCaN2+OqqrqG8fRvv0AmjRpxTfffENOTk6R\nxuHr64empqaifO3bxpGY2BgjI1NCQkI4f/58qcbxOp/y9QAIDw9n4MCBLFu2DH39duzatYsFCxZQ\nq1atcjWOuLhMHB0dGTduHIIg4OKykOXL9zJ48OACxu6brmtd+QcAACAASURBVEd8fDbHjv2Fnl7B\n6jqlHUdgYBB16jTGzs6ZvLw8xZahMu+rPn360LJlSxYtWkRSUt4HvR4JCerIZG2ws7PDz8+PI0eO\nsHr1aho1asfevfuYNm0aAwcOZPTo0QQH/8rp0y/fOo7XKcl9tWnTZnR0dBTb/cq4r9as2QRAz549\nFf973/VwcXHh8ePHLFmyhLQ0Ve7dq0H37r2YP38+UVFR7N69GysrNzIyclm3bh3jxo1j0KBBzJgx\nk4iIS2RkFJQfe30c5ubmVK9eHVfXmUqf5/8ex+uUp3n+IcaRk5PD/PnfMGzYiELJrfHxWoXGERa2\nGx2dL3j5smAoTWnG4ef3at1SVe3wznFcuHCBoUOHMn36dHJz1Vi1ajPr1q1TGLtFuR5VqlTBxsbm\n/x0+fyr9eri6uvLo0SPmz//2reN4nQ99X7m7b6RSpUoFpN/edl/dufPq/JeFH2WlpkxDGuRroEz2\n6m/u3BaEhxdUS9iz5xF5eVLU1dUJCwtTbBt+/70uAQENgFc3nIODA5s2+ZKTU43vvtvM0qVL0dHR\nAcDTszE//fSPJmTlypVp3XogR46EsnjxMUJDQxk3bhy5ubkEBXnj7DxUUa3lwoULSKVSbG3b8uef\nBaWdDhyohZNTq0LjcnPTLzSOmJhq2Nq25eXLgj/p6+OQc/v2q0oijx4VvIn+PQ6AZ8/UsLVty6VL\nBasShYTosHChXqG+vWsc8fHxpKWlKWIR3zSO06e1efhwIZmZmURGRhZpHPfuPaBx48aK+KF3jaND\nBxfU1NQUEmglGce/+VSvh1zCZtWqVaioqKCtvYM2bYIK1IgvD+PIzc3F1vYwEyaM4/Lly3Ts2JHI\nyEjU1Gbg7GxQaMxvuh7bt58lPz+PDh16KG0cWVlZJCQk8PRpVx48aET37t25ceMGDx48UOp9JRKJ\nsLa2JjMzE2/vfR/1elStWpUhQ4bwv/9F4eJymsDAQPr160dmZibr13/PjBn9sbe3JyAggOvXryOT\nyZQ0P1ry+PFj9PT+6Ysy5sfRo/fQ0qpdwCv/vuvRokUL9PT0kEgk/PUXBcYhEonQ1dXl/PmlNG/+\nG0eOHGHNmjXUqlWLy5cv8eOPkxk1aigLFy5k3759PHv2rMA41NXVGT58OE+fxmNrG6+Uef62cbxO\neZjnH2Icr4cE/PnnYaTSFqxbt5+pU6eipaX1xnE8evSIjIx0btwYqNRx3L9/nyZNmjBrVsu3jKM6\n33+/AicnJ16+fMnUqVOpXFnCyZNjChxb1OthYWGBhoYm3t47lX499PT0UFU14NSpE6Snp/9rHB//\nvoqNfYC2dpMCnvu33Vfr1r1a/+7fL/RRqSnT0sK5uf+ENBw7JqJ6dSmjRiVjY/NU4eXdtGkHAQGe\n/PTTWubMmcXq1asZMmQI9+9rkJBwl127fuHPP/+kdevWTJs2i7p1+6Orm0Xlyv90Oy5Onfx8EU2b\nZr/23SLu3KlM48bZVK36j/7r7dsvOXHiBDdvHuX48eOkpqaira3Nl1/2ZeDAPhga9lBomiYnq5GU\nVIlWrQq+aty+XZkaNaTUqfOPpyAtTZXHj9XR139ZQCv4/n0NNDRkNGjwj7c0M1OFv//WKNU4nj6t\nxIsXqujpFYxVu35dk/r1c6hR459XOvk4rl3bwY8//kh0dDTVq1d/5zgCA2dz8WIsERERVK5c+a3j\nOHs2iTlzhrFmzRpFMYH3jSM6OpyVK1cSHBxMzZrtij2OT/16XLuWiL+/L4LwK02aNMHNzY0BAwZw\n545muRqHTCbj8OHDeHl58fjxE0aMGIebm5NC4q8412P16l84ciSaAwf2o6b2jwehNOMQBIHZs2ez\nZs0eevRogppaJmZmZhgYGDB37jql31eLFi3i7Nnz/PTTAQwMKHf31c2bzzl69CS3b/9BTEwML168\noE6dOrRr15++ffsyZEgXRZxhce+r33+/zIoVEwkMDMTAwEAp48jJyWHw4CFYWzvg7GxfrOuRmJiI\nsbExZmY2jBo1r0jjyMiAv/66w/37f3Dy5P+4evUqIpGIFi2+pEuX/owe3YtWrV4twJMm2ZOTo0pA\nQCDVqv1z7Ury3P3Un1fKGsf16ycJDnbn+vXrDBw4kClTZiIStX7vOCIiIlizZg0+Pv+jVavKShlH\nXFwcxsbGrF27liZNRhYYR0ZGBhs3BhMWFoympgZTp07FzMyMSpUqlfp6REcf5Ztv5vPzzz4MHNhd\nqdcjJiaNOXNGMWGCFa6uru+9Hh/qvkpOTmb48OF8/fUPWFiMeu84/vijEV9/XR9BAGWH/Japwfs6\nV67Ahg0QFCTjxQvo3z8Vc/MEgoLsqFRJDQ8PD2bPns39+/fx9fUlMDCQqKgo6tWrh4uLC8OGDVN6\nBmJeXh5XrlxRyJ7duHEDFRUVDAwMFNnR+vr6n43iw1dffcXz58/ZtGnTe4+Ni4vD3NycadOmMXny\n5Lcet2vXLtatW8fhw4epWrXqW497HalUyoQJE6hTpw4+Pj6fze/7Pv4tYePk5FQuk9EAzp49i1gs\n5urVq/Tr1w9XV1e++OKL95/4FkxNTencuTNLlixRWh/XrFmjkKyS30P79u1j2bJliuxuZSKfE05O\nTjg4OCi1bWWTm5vL+fPnFc+2Bw8eUKlSpQLlfJs2bVrk9jw9Pfn11185ePCg0p7Dp06dwsXFhe3b\nt9OyZctin+/r60twcDARERGK3b7ikJycrFD9OXnyJC9evKB27dr06dOH+vXr4+/vr3DAVFBybt++\njYeHB8ePH6ddu3bMmjVLUY2zKMydO5f09HQ2btyotD6FhoYqwh/lL4H/zg+ytrZm0qRJRV7XioJM\nJmPKlClkZWURHBysdJtmw4YNbNu2jfDw8AKyox+TX3/9lR9++IHff/+9SPkbDx/WxcSkKWfPQufO\nyu3LBzN45aSnw/bt4OUl4/LlDKA2gwZ9y7ffjuHvv2OZPHkyampqaGpq4uDggIWFxQcLwk5ISFA8\nAE+dOsXLly/R0dGhd+/e9O3bl+7duytV9uhDkpOTg6GhIQ4ODu80YF/H3d2dvXv3EhUV9dYb1c3N\njdzcXHx9fYvVn7/++ou5c+fi4eGh1Kz98si/JWzs7OzeKmHzsbl79y6enp7873//o23btri5uZVa\n3/Hhw4eYmJjw888/M3DgQKX0UyaTMXbsWPr27cuCBQsU/8/Ly1Po8m7cuFHpL1NFmRPlkYcPHyqS\nes+ePUtubi5NmzZVJHV17tz5nVJjlpaWtGnThmXLlimtT+7u7vzxxx/s27evRNcpIyMDExMT+vbt\ny9KlS0vVF6lUyoULFxSJb/fv30ckEqGurs60adMYMGBAgVCjCt7P06dP2bBhA/v27aNx48a4uroW\nivd/H9nZ2RgaGuLo6Ii9vb3S+jZz5kzy8vLw8fFBJpNx5MgRvL29iYuLw8jIiOnTp5foJaooxMbG\nMmXKFH744QdGjRr1/hOKwYsXLzA2NlbKnFAWCxYs4OnTpwQGBhbp+M/K4JXzqvDEI+bOXURc3FJE\nohhUVNzIyUlGXb0SYWFhH1WvLScnh3PnzikWiYcPH6Kurk6XLl0Ui0R5q3L1Lk6ePImrqys7duxA\nX1+/SOekpKQwbtw4xowZw1dffVXo86ysLAwNDZkxYwa2trbF6o9MJmPatGmkpaUREhKilBKR5Y38\n/Hx+//13fHx8ePr0KePGjcPJyalcanwmJibi5+fH3r17adCgAS4uLgwZMkQpHogdO3YoysjK4/RK\ny507d7C0tEQsFhdSDZDf68o0sOWkpKRgbGzM6NGjmT9/vlLb/lBkZmYSExOjeLYlJiaipaVFjx49\nFM+21+/R+Ph4jIyMlO7tNDU1pUuXLixevLjEbezatYu1a9eyY8eOIqn8FJW4uDgiIyMJCgpCVVWV\nvLw8mjRpolDG6Ny5c7nMhi8PZGRkEBQUxPbt29HS0mLq1KmKSovF5cSJE8ycOZPQ0FClXd+XL19i\naGiIq6srbdq0wcPDg0uXLtG7d2/c3NyUeh+9jfnz53Pt2jXCw8OVrh4VFhbGTz/9xPbt24u81pcV\nUqkUQ0ND7OzscHR0LNI5ZWnwfjSVYpEITEwace9eEHFxepibq6GqOgKZ7Dg5OSqsXXuwULbgh0Rd\nXZ2ePXsyb948IiMjCQ//P/bOMyCqq2vbF8XeY+8lxl6iURTEqAEVsACCoIgK2BApGjX2HiMmaqSL\nYkGKINUuKprojAURG9ZgQSN2JRRpw8z3w2/Oq8ZCOQOYx+unzFmzZ5yzz9p7r3XfEUybNo38/HzW\nr1+PiYmJoAoRHx+PTCb7dNBSRCqVUr9+/ULdzDVr1sTW1pawsDDu37//r7+fPXuWnJycIkmNKF2y\nkpKS2L9/f6GvL+vEx8czfvx4Fi5cyDfffENISAjz588vc8luRkYGPj4+mJiYcOzYMWbMmEFYWJio\nJUQSiYTu3buLluwqY1aoUOG9boq9e/emV69eeHh4iH5f1qxZExsbG8LDw997T3wOVK5cmf79+7Ng\nwQL2799PUFAQ48eP5/nz56xcuRIDAwOsra3ZsGEDiYmJnDhxAg0NjbeUFIrLvXv3uHfvXrFlikaM\nGEHTpk1xd3cXaWSvadKkCU5OThgbG1O1alV+/vlnevToQWxsLI6Ojujp6TFr1iyio6N5+vSpqO/9\nuZKXlyc0iAcHB2NtbU1UVBQWFhZFLtuSSCQ0aNCgWOVU7xIXF0dubi4SiYRJkyaRl5eHt7c37u7u\nJZLswmtVhadPn7Jz507RY5uamtK0aVOV2HAXlsJKv6maUtvhfR/5+bBvH0yfvoA7d/6gevVjGBu/\nwMzsKU2a5H46QAmRkZFBXFycUB/3/PlzqlSpQu/evdHV1UVHR+eDjmOlhampKT179mT+/PmFui47\nOxszMzO6dOnCqlWr3vrbqlWrOHPmDFFRUUU+OlY6Jymb4z53kpKS8PDwQCqV0qlTJ1xcXES1YRUL\nmUwm1Ku9evWK0aNHM378eKpVqybq+7x69Qo9PT2cnZ0ZPXq0aHEnT55MlSpV+P3339/79+vXrzN2\n7Fjmzp0rujuT8p7o3Lkzrq6uosYubVJTU4WyrlOnXnd8lytXjmrVqjF79mx69+4tym8kODgYT09P\nYmNji10mFhsby5w5c/D29kZLS+vTFxQCpU22lZUV06ZNQ6FQ8NdffwmlD4mJicjlctq2bSvURnfo\n0OE/eWL1Id5sbn348CHDhw9n8uTJxbYAVigUmJiYoK2tzdy5c0UZ67Nnz7C3t+fu3bvCSZYq+oMK\nwurVqzl48CDR0dGiWWQrOXr0KD/99BNeXl706tXr0xeoiPXr13Pw4EEOHDhQ4BzhP1nS8DFycnJI\nTi7Hxo3qbNmiIDUVdHTSMDd/io7OP5SluUQul3Pjxg1hArx69SoKhYIOHToIE2C7du1K1fIvOTkZ\nMzMz1q1bx/fff1/o6/fs2cOyZcve6tBWKBQMHTqUAQMGvLfcoaAoG4Hs7e1FrdEqaZ48eSLUqzVq\n1EjYBSprDXkKhYKjR4/i5eXF/fv3GTp0KFOmTFFZg8Mff/zBrFmziIqKomnTpp++oACkpaUxcOBA\nZs+ejbm5+Qdft3jxYmFBJubuMvxfc9yb98R/DZlMxrlz53B2dqZmzZo8f/4cDQ0NunbtKsxtLVu2\nLNJv3MHBAQ0NDVF2oRQKBXZ2duTl5bF9+3bR51pvb2+CgoLe2xyXmprKqVOnhAVCWloaNWvWFPo+\ntLW1RV9EliXEbm59k7t37wqnqMXdIXz16hUBAQEEBgaSnZ3Nt99+i5eXV6mWpTx//hxTU1NGjBgh\nuhGTsjkuJyeHgICAUss/zM3N6dq1K4sWLfr0i/8//8mSho9RoUIF2rRRZ80aePBAjS1b1MjJqc6M\nGa0xNe3Mtm31efGibHS2q6ur0759eyZNmoS/vz8xMTEsXbqURo0aERQUxLhx4zA0NGTZsmXExsaS\nkZFR4mOUSCSUL1+enj17Ful6IyMjWrdujbu7u6CTfOvWLR4/flzsiahJkyaYm5uzdetWUlNTixWr\nNMjIyMDLywtTU1OOHz/OzJkzCQsLQ19fv8wluxcuXGDChAnMmTOHJk2aEBwczJIlS1TazSuRSGjW\nrJloyS68rtHNz8//5G9v6tSppKenExgYKNp7KzE0NOSbb75RueVwaaKpqUleXh75+fls2LCBPXv2\nMHv2bCpXroyvry8WFhYYGxsLahkFtfPNzMwkISFBNMc2pb3q9evXOXTokCgx32TcuHFUqlTpvZbD\nNWvWxNDQkJUrV3Lo0CH8/PwwMTHh5s2bzJ8/H319fSZPnoy/vz+3bt36z/xWbt++zYwZM5gyZQrw\nWh3g999/F7X0QFm2VJymWZlMRnh4OKampvj7+6Onp4dCoWDixImlXoNdu3Ztxo0bR2hoKCkpKaLG\nVpYM3rhxg5iYGFFjF5S///6bu3fvlplyBiijO7wf4uxZ8PZWEBLyuvxBX/8F5uZP6dIlkzKWWwD/\n1/mrbA65c+cOmpqadOvWTWgOad68ucoTIwcHBzQ1NYtV53by5EmcnZ2FXeJt27axefNmYmNjiz1x\nvHz5EhMTE4YPH87MmTOLFaukyMvLIyIiAj8/P7KyshgzZgzjxo0TVcJGLO7evYuXlxfHjh2jbdu2\nODs7l8gxl0KhwMjIiIEDB/Ljjz+KFnfx4sXcvHmTkJCQT77Wzc2N8PBwoqKiRK+fVjbUrF27ln79\n+okau6ywevVqTp48SXR09FvzVHZ2NvHx8cLc9vDhQypUqICWlpYwt31oIXXs2DHBFU3Mxt9Zs2Zx\n48YNIiIiRE9mQkNDWbt2LcHBwQWu83z06JFQ9hYXF0dOTg4NGzYUGt969Ojx2ZVxPX36lI0bN7Jr\n1y4aNmyIg4MDAwcOVMkOor29PRUqVMDNza3Q1yoUCv788088PDy4d+8ehoaGTJ06lQMHDrBt2zZi\nY2M/qkpSUmRlZWFiYoKWlhYrVqwQPb4qm+M+xfuk3wrC/1xJw6d48QK2bQNvbzm3bqnTpk0W5uZP\nMDB4QeXK8k9eX1o8ePBAmADj4+PJzc2lSZMmwvGgKjp/MzMz0dPTY8aMGVhaWhY5jkKhYNq0aTx9\n+pQdO3Zgb29PjRo1WLt2rSjj3Lp1K76+voSHh5dp9QulhM1rM4YUhg0bxpQpU4pdr6YKnj9/zqZN\nm4iKiqJevXo4ODgwePDgEjveun79OtbW1qLWVubn5zN48GBMTEwEcfWPkZaWhomJCQMHDmTevHmi\njEGJ8p548uQJISEhZVJPuTgopd/69u3LTz/99NHX3b59W5jbLl68SH5+Pq1btxbmtk6dOgnfz4oV\nK7h48SLh4eGijvfu3btYWlri5ORUaNWYT5GXl4eFhQXNmjUrUgKWnZ3NuXPnhO8oJSVF2L1UfkcN\nGzb8dKBSIjMzUygJqFChAhMmTMDc3Fxlu6QZGRlCY+DIkSMLde2lS5dwc3Pj4sWL9OrVC2dnZ8FQ\nxM7Ojtq1a/Pbb7+pYthFIioqSjBiateunaixlfeEo6MjY8eOFTX2p3hT+q0wfEl4P4BcDkeOvHZy\n27sXKleWM2TIc8zNn9KyZcGO10qLrKwszp49K0yAjx8/plKlSmhpaQk7AGIkUcri9V27dtG4ceNi\nxVImMD/++CPr169n3rx5mJqaFnuM8PqBMGLECLp27fqv5riywvnz53FzcyMxMRFdXV0cHR1LrKu3\nMLx69YqgoCC2b9+OpqYmEyZMYOTIkSW+wvfz8yMgIIAjR46Itpty+fJlbG1t8fPzK7B4fWBgIB4e\nHoSGhtKiRQtRxqFEeU/Mnz+fESNGiBq7tFFKvxVWKzstLY3Tp08jkUg4efIkqampVK9eHW1tbfr0\n6cP69esxMjISvW4RXjfSHj58mOjoaKpXry5q7CNHjjB37lx8fHyKXB4GrxcId+7cEfo+lAuEVq1a\nCclvly5dysQCSiaTERUVxcaNG1Xa3Pouyu96z549BV4I3Lt3D09PT44ePUqbNm1wdnZ+S1kkNTWV\nQYMGMX/+fExMTFQ19EKjaiMmV1dXYmJiVNIc9yHelH6zsrIq1LVfEt4CcO8ebNwIGzcqePpUjR49\n0jE3f0L//qmUgXnjoygUCpKSkoQJ8PLly8jlctq0aSMcD3bq1KlInb/Lly/n8uXLhIWFiTLWRYsW\nceLECTIyMti/f7+oO5u7d+9m+fLlZa4R6M6dO3h4eHD8+HHat2+Pi4tLsc0YVIFMJmP37t34+vqS\nlpbGqFGjsLGxKbFJ7l1sbW2pU6eOqLspPj4+hIWFcejQoQInBLm5uZibm9OmTRvWrFkj2liULFq0\niLi4OJU0x5Um/v7+bNq0idjY2CIvlvLz87l69aowt924cQOAVq1aYWBgILqb5bNnzzA1NcXc3BwX\nFxdRYipRKBTY2tqSn5+Pv7+/aCcl6enpby0QXr58SbVq1QTVnz59+gh29yWFQqHg2LFjeHp6lkhz\n67ssW7aMK1euFEi268WLF2zatInIyEjq1KnD1KlTMTQ0/Nfz8sCBAyxatIiDBw+WOXnIEydOMGPG\nDJUYMamyOe5D/Pnnn8ycOZPIyMhCOTrCl4S3UOTkQGTk611fqVSNunXzMDF5iqnpM+rVyyvt4RWI\n1NRUYQI8deoU//zzDzVq1EBHR4c+ffqgra1doCRGLpdjaGiIkZGRaJN/SkoKxsbGfPXVV6IXw+fn\n52NlZUWNGjXw9fUt9aavZ8+e4evrWyL1asVBoVBw/PhxPDw8uHv3rlCvVprGLS9fvmTQoEEsXLgQ\nY2Nj0eKOGTOGFi1asHLlykJdd/DgQRYuXFioneGC8vDhQ8zMzLC1tWXSpEmixi5NPiX9VhTc3NwI\nDQ1FW1ubuLg4lbhZbty4kW3bthERESF6mcD58+eZNGkSP//8MwYGBqLGhtdz9tWrV4Xa6GvXrqGm\npkanTp2EzY+2bduqdG68cOEC7u7uXLp0CR0dHZycnErUwEAul2NgYMDQoUNxdnb+4OuysrKEkyx1\ndXVsbW2xtLT8YF30ggULSE5OVkkTa3FRGjH9888/BAcHiy5r5+fnx+bNm4mIiCiR58LKlSs5d+4c\nkZGRhb72S8JbRC5dAh8fCAhQkJ0N/funYm7+lB490stkk9v7yM/P5/Lly8IE+Ndff6Gurk6XLl2E\n46+vv/76vRPgtWvXGDt2LBs2bBBtRzI/P5++ffsil8vZt2+f6HrDUqkUFxcXfv/9d/r27Stq7IKS\nmZlJYGAgAQEBJVKvVhwSExNxc3Pj/PnzaGlp4ezsLHodWFHYt28fS5YsEXU35enTpxgaGrJixQoM\nDQ0Lda1cLmf8+PFoamqyZcsW0RMGZXNcdHR0mdPgLgpK6beffvpJVB1jGxsb6tevz+rVq1XmZvnq\n1StMTU3p1asXy5cvF23sSmbOnMlff/1FeHi4yueEZ8+eCd/PmTNnePXqFXXr1hW+Hy0tLdFOFUqr\nufVdrly5wvjx49m4cSPd35PxyGQy9u7dy4YNG0hNTcXCwgI7O7uP7oLLZDIGDRqEhYUF9vb2qhx+\nkUlMTMTGxobFixczfPhwUWOrujnuTZSSpT/88EORmtD/52TJxKJLl9cJb0qKGm5uaqSk1GTq1DZY\nWHQkJKQuGRll/+NraGjw7bffMm3aNHbs2MHevXuZM2cO1atXx8/Pj1GjRjFs2DBWrVrFiRMn3pIG\nkkgkVKlSRdQdrcTERHJzcylfvjx+fn6ixVWio6NDz549VeKS9SnelbCxtLQkOjoaKyurMpfs3r9/\nn7lz52JjY0N6ejoeHh54eXmViWQXXv/22rdvL+rRoVQqRV1dHW1t7UJfq66ujouLC5cvXyY2Nla0\nMSmxtbWlXLlybNy4UfTYpYFS+k0s6TB4vet/5coVQaZIVW6WlStXZvLkyRw4cIDr16+LNn4lTk5O\nPH78WLQysY9Rp04djI2N+e2334iNjcXb25uBAweSkJDArFmz0NPTE54NRXX+e/78Oa6urlhaWnLt\n2jVWrFhBQEBAqRkWSCQSqlWrRpcuXd76d4VCgUQiwcrKip9//pnvvvuOiIgIfvzxx0+WfCQmJpKW\nllamJLLepVOnTgwcOJANGzYUWOKvoFSqVAl7e3uV3RNv8tdff4kiWaoK/tM7vO+iUMDx46+lzSIj\noVw5BQYGr5vc2rbNKu3hFZqcnBwSEhKE+rgHDx4Idqu6urpER0fTtGlTVq9eLdp7enl5ERkZybhx\n4/D29lZJI5ByZ3rhwoUl0lygUCj4448/8PDw4P79+wwZMgR7e/sSq1crDC9fvsTPz4/w8PCP1quV\nJjKZjIEDBzJq1ChBp1MMZs2axYsXL9iyZUuRY7i4uHDv3j127twpuiyRKpvjSprFixfz119/sWPH\nDtFiKs06YmJiPrkLnpmZyZkzZ4rsZimTybC0tKRBgwZ4eXmJ9hmU/PLLLxw5ckQlzXEF5f79+8Lc\nn5CQQF5eHs2aNRNO/rp16/bR37iyuTUgIAANDY1Sa259l3HjxtG4ceO3mpevXLmCm5sbCQkJfPfd\nd7i4uNChQ4cCx/T09GTXrl3ExMSUuZK0N1EaMU2ZMgVbW1tRY6u6OU7Jli1biiX99qWkQQU8fAh+\nfrBhg4KUFDW6ds3A3PwpenovKV/+8/tKFAoFycnJb02AcrmcunXrCs0hXbt2LXbnr5WVFV9//TUL\nFy7EzMyM9u3bq0TiZeHChcTHxxMVFVXsmr6PcfHiRdzc3Lh06RLa2to4OTnRpk0blb1fUcnOziY4\nOBh/f3/g9Y7iqFGjyqSOZ0JCApMnTxa1+TA3Nxc9PT1sbW2xs7MrcpykpCSsrKyYOXNmsWT63oeq\nm+NKCqX0m6mpKdOmTRMt7rx583jw4AHbt28v1HUfc7NUHu23b9/+X4mM0uXP09PzrW59MVA2x40c\nOfKjdaYlxatXr96yu3/69ClVqlR5S/VHedrybnOr4nIj9gAAIABJREFUpaUltra2pdbc+ibPnj3D\nwMCAZcuWMWTIEP7++2+8vLw4fPgwrVq1wtnZmT59+hQ6WRs1ahRt27Zl2bJlKhq5eKxdu5bdu3cT\nHR1NrVq1RI19/PhxfvzxR5U0xykprvTbl4RXhchksGfP6ya32Fg1atWSYWz8lBEjntGoUW5pD6/I\nhIeH4+rqyqBBg4iPj+fFixdUrVpVkAbq06dPoW+mx48fM2TIEKFhY//+/SxevFgljUAPHjzA3Nyc\nCRMmMHHiRFFjw2u7ZU9PT44dO/ZeCZuyQn5+vlCv9vLlS0aOHMmECRNKvGu7MLi7u7N3714OHjwo\n2m7K6dOncXR0JDg4uNgLkuXLl3P8+HGio6NFNwpRZXNcSVEU6bdPIZPJ0NfXx8rKismTJxcr1osX\nLzh58qTQ1JuZmUnt2rWFpt7evXtTtWpVFAoFkyZNEmxlxT4F8fX1xd/fn8jIyDJ1GqRQKIQFglQq\nJTExEYVCQbt27WjWrBmXL1/m4cOHZaK59V12797NihUrCAsLIyIigrCwMGrVqoW9vT1Dhw4t0v/h\no0ePGDp0KKtWrWLgwIEqGLW4pKamYmxszLBhw5g1a5aosZXNcWlpaQQFBYl+T4gh/falhleFaGqC\nqSkcOaLG9eswfrwmUVENMDbuxIwZrZFKqyMvu14WHyQ+Pp4OHTrwyy+/cPDgQfz9/Rk9ejQPHjxg\n6dKlDBo0CBsbG/z8/Lh+/XqBLC/fraE0MDCgTZs2b1kOi0Xjxo2xsLBg+/btvHjxQrS4z58/Z/Xq\n1VhYWHD16lWWLVtGYGBgmUt2lfVqo0ePZsWKFXTr1o3w8HBmzpxZppNdeF2Dp6OjI+rRoVQqpX79\n+qJ0i0+ZMoWsrKxC7zQWhEGDBtGuXbvP2nJYIpFQvXp1UaUBL168SEZGhig1wV999RVDhw7F1dWV\n2NhYNmzYgJGREYmJicydOxc9PT3s7e0JCgrCwsKCmzdvcuDAARE+xduMHTuWatWq4ePjI3rs4qCm\npka7du2YOHEiW7du5dChQ0yaNIlHjx5x6NAhHj58SPXq1dHQ0ODq1aulYnf/If7880/q1avH+PHj\n2b17N5MnTyYqKgpjY+MiJ2cSiQQNDY0yN8d/iJo1a2Jra0tYWFiR67I/hNJyOCkpif3794saG167\nT8rl8jJZvwtfEt63aNsWfv8dHjxQY9MmNdLTq+Pi8g2mpp3Zvr0+qallp07yY8hkMk6dOiX86NTV\n1enYsSNTpkxh+/btHDx4kEWLFlGvXj0CAgKwtrYWut+PHTtGZmbme+NKJBK6dOkiHH0pG4EuXbrE\nsWPHRP8cdnZ2aGhosGnTpmLHysrKws/PD1NTUw4ePIijoyORkZEMGTKkzNV0Xb16lalTpzJ9+nRq\n1qyJv78/v/zyS5l2oFPy8OFDbt++LfqEp0yixag7q1+/PlZWVgQFBfHkyRMRRvd/vNkcd/ToUVFj\nlxQSiQRtbW1RjQ8kEgm1a9emffv2osUE0NTUpEePHri4uBAWFsauXbuYOXMm5cuXx9vbm/nz51Op\nUiVWr17Nn3/+SU5OjmjvrWyO279/v6AvXNa4f/8+q1evZtOmTdSpU4fff/8dX19fTExMuHr1qrBA\nmDJlCgEBAdy5c6dUFmr5+flER0dz/Phxnj59ytChQ4mOjsbOzq7YZVtSqZSuXbuq3CxDTEaNGiXU\n2oqNsjnOx8dH9OY4iURCu3btypzOsZL/+ZKGj6FQQFzc6ya30NDXu24DB75k5MgndOz4qsxKm8XH\nx2Nvb8/27ds/Wdifl5fHhQsXhPq45ORkNDU16d69u9D80KxZM3JyctDT02PixInY2Ni8FcPJyYkH\nDx6wc+dO0d2Btm/fjpeXFzt37qR58+aFvl4mk7Fnzx58fX35559/ylS92rs8ePAAb29vYmJiaNWq\nFU5OTujq6pa6HnFhCAsLY82aNcTGxopWLpCcnIyZmRlr166lX79+osTMyMjAxMSEfv36sWjRIlFi\nvomzszP3798nLCysTDhmFZTiSL99DAsLCzp27MiSJUtEi/kpsrOzOXv2LAcPHhQ0wytWrCjUterq\n6hbbOEfVzXFF5c3m1tq1azN16lSMjIz+tUuakpIiyJ7Fx8eTk5ND48aNhdro7777TqVNbAqFglOn\nTuHu7k5SUhIAa9asoX///qLEz87OFhL6cePGiRKzpNizZw/Lli1TiRGTsjnO3t7+X8/zoiKW9NuX\nkoZSQk0NevUCf381/v5bjZ9/VufKla+wsWnPuHHtiY6uTXZ22UtGpFIptWvXLpBEVbly5ejZsycz\nZswgIiKC6Ohopk+fjrq6Oh4eHowYMYIRI0awYMECsrOz33ss5OTkxP3794mKihL9s1haWlK3bl08\nPT0LdZ3SjGH06NGsXLmSnj17EhERwfTp08tcspuamsq6deswMzPj3LlzLFy4kODgYPr27ftZJbvw\neoX/7bffilobK5FIKF++PFpaWqLFrFq1KhMnTmTPnj3Cg1ZMnJ2d+fvvv4skvF6aFEf67UOkpKRw\n+/ZtUSXOCkLFihXp27cvK1euxMLCgkqVKjFmzBjS0tJwdXXFyMgIKysrvLy8BHvfwqKpqYmTkxNn\nzpzh9OnTKvgUhSM7O5stW7ZgYmLC3r17mTp1KpGRkQwbNuy9JQGNGjVi5MiRuLm5ERsby/r169HW\n1ub48eM4Ozujp6cnPBsePXok6livX7/OtGnTcHZ2plq1agwePJg6deqItqgFOHfuHDk5OSX+2xMD\nIyMjWrdurZKSwSZNmmBubs7WrVtJTU0VJebnIP32ZYe3kMjlEBPzuslt/36oVk3OkCHPMDd/SvPm\n4h2XFYeRI0fSqVOnYu+mKDt/pVIpBw8eJCsri8qVK9OrVy9hB0B5dLF06VKkUinR0dFUqVJFjI8h\noDQx2Lx5M127dv3k6xMTE3F3dychIYGePXvi7Ows+lGqGGRnZxMaGsrWrVtRKBSMHTuWMWPGqFSV\nQpUod1Ps7e0ZO3asaHEdHBzQ0NDAw8NDtJjw+nRj5MiRtGjRgvXr14saG17bo0okEqKiokRvjlMV\nYki/vcvOnTtZu3atqLv+heXly5eYmJgwfPhwZs6cyT///MOpU6eQSqWcPHmyyG6WgMqb4wqC2M2t\nCoWCW7duCY1vly5dIj8/n2+++UZQfejcuXORPuvDhw/x9vbmwIEDtGjRAicnJ77//nvMzc359ttv\nRT1xWb16NRKJhN27d392mwcAJ0+exNnZmXXr1vH999+LGvvde6K4eHp6Eh0dTUxMTLHuAVXu8H4+\nZ21lBHV1MDQEQ0M17tyBjRs18POrx44d9enVKw1z86f07ZtKaZ1iPnjwgDt37ojiJlO5cmX69+9P\nv379OHPmDDo6OrRp0wapVMrKlSuFzl9dXV0GDBjAoUOHCAgIEN3JxtDQkKCgINzc3Ni8efMHJ643\nJWyUK2Ntbe0yN9Hl5+dz4MABfHx8ePbsGWZmZkycOJGvvvqqtIdWLJRHomKu8DMzM0lISFCJB3y5\ncuVwdHRk7ty5xMfHi+ZGqMTe3l64J6ZOnSpqbFWQm5vLmTNnRNf/lEgkdOvWrVST/lq1agnuXZaW\nljRp0gQDAwMMDAzIz88nMTFRSO4OHDhQYDdLeN0I5OLigq2tLQcOHGDo0KEl9rkUCgVSqRQPDw9u\n3brFoEGDcHBwKHa9v5qaGq1bt6Z169bY2NiQlpbGqVOnkEgkREZGsnXrVmrUqIG2tja6uroFWiCk\npaWxdetWQkJCqF69OvPnz2f48OFoamry999/k5ycjKOjY7HG/SbK7+ZzKwt7E21tbbS0tPDw8EBH\nR0fU8qhatWphY2ODr6+vcE8UB2WfRVnShH+XLwlvMWjZElatgqVL1QgPB0/PasyeXZ169fIYMeIJ\nJibPqFOnZN3CJBIJmpqaorrkJCcnk5KSwuzZs+nbty8TJkwgNTVVkAYKDQ0lPT2dChUqsHXrVurU\nqcPgwYNFaxJQV1fH2dkZR0dH/vjjDwYMGPDW31NTU4V6ta+++oolS5a8t16tLHD69Gnc3d25efOm\n4JLUrFmz0h6WKEilUho1aiSq6UJcXBwymUxlx2R6enp07NgRd3d3tm3bJmoDo7I5LjAwEHNzc+rW\nrStabFWQkJBAVlaWqN91dnY2586dKxMJv5WVFWFhYXh7e/PLL78I/66hoUHXrl3p2rUr06ZN4/Hj\nx0Jdq5+fH56enjRo0EA41erZs+e/Gqk6d+6Mnp4ePj4+6Ovrl4g+9tWrV3F3dyc+Pp7u3bvj7+9P\nx44dVfJe1atXZ/DgwQwePJj8/HyuXLkiLBCU8oOdO3cWFgitW7cWksycnBzCwsLYsmULeXl52NnZ\nMWbMmLcskZXPLTHLlu7cuUNKSspnWc6gRKmqYG1tzZ49ezA1NRU1/ujRowkLC8PLy+sto4/C8ujR\nI5KSkoqlkV4SfClpEJnz51/bGQcFKcjNhQEDXmJu/pTu3TNKpMnN2dmZvLw8UaVyAgMD8fHxITY2\n9r0TuUwmE7rSQ0NDkcvlwkNE+ZBo1apVsVfZjo6OpKSkCM1x2dnZ7Nixg23btgFl24zhxo0buLu7\nc+bMGbp27YqLi8u/rDM/ZxQKBcOHD0dXV5c5c+aIFnfFihVcuHCBiIgI0WK+i9IoY+XKlQwePFjU\n2BkZGRgbGzNgwAAWLlwoamyxWbt2LUePHmXv3r2i7YidOHGCGTNmEB4eXibc53bt2sWKFSsKnBx+\nys1SV1dX0LG9d+8eI0eOxMHBgfHjx6vsM5S15tYnT54Imx9nzpwhKyuL+vXro6OjQ+XKlYmNjeXp\n06eYmpoyadKk9zrkOTo6IpfLRVUl2L59O76+vh98bn1OLFq0iLi4OKKjo0Uvedu9ezfLly8vVnNc\neHg4v/32G0eOHCn2RtcX44nPkNRU2L79da3vzZtqtGqVjbn5E4yMnlO1qmqEfbOystDT08PBwQFr\na2vR4k6dOpVy5crh7u7+ydcGBwezfv167OzsuH79OmfPniUnJ4dGjRoJhhc9evQo0gR048YNrK2t\nmT17NhUrVmTDhg28ePGiTJsxPHz4EB8fHw4cOECzZs1wcnKiX79+n+0R24e4desWlpaWuLm5ibaj\nolAoMDQ0ZPDgwcyYMUOUmB/ixx9/5NatW4SFhVG+fHlRY4eEhLBu3Tp27NjB119/LWpsMTE1NaVH\njx4sWLBAtJirVq3i9OnTREdHl4nffH5+PqNHj6ZmzZr4+voWakzvulmeP3+e/Px8WrVqJSzsDx8+\nzMGDB4mOjhZ9PkpNTWXLli2EhYVRo0YNwYyhLKmA5ObmkpCQQEREBBKJhLy8PNTU1Pj222/R19en\nT58+/zo6f/XqFXp6ejg5OWFlZSXaWCZPnkzlypVVUp9f0qSkpGBmZqYSI6b8/HysrKyoUaNGoe8J\nJTNmzCAzM5ONGzcWezxfVBo+Q2rWBGdnuH5djdhY6NatAmvXNsXIqCuurk1JShJ/xXn27Flyc3NF\nPZLMyMggISGhwDHNzc1p2LAhN27cYP369ULnb58+fZBIJEyfPh09PT2mT59OeHh4oTp/27RpQ48e\nPVi7di3Lly+na9euZdaMIS0tDTc3N8zMzDhz5gxz584lNDSU/v37l4kHv9hIJBJh50ssbty4wbNn\nz0qk69fJyYmHDx8SHh4uemwzMzMaNmxYaKWRkiQ5OZn79++L+l0rzVPKUg2lhoYGzs7OJCQkIJVK\nC3WtmpoaLVq0wNramg0bNhAbG4urqysdO3Zk3759TJkyhQMHDpCVlcXChQt5+fKlKGPOzs7G398f\nExMToqOjmTBhAlFRUZiYmJSpZBde/46Cg4M5duwY7du3Z+XKlUyfPp1y5crx+++/Y2Jigrm5OevX\nryc+Ph6ZTEZcXBx5eXmi/vbS09O5ePFimVYMKAyNGjXC0tKS7du38/z5c1Fjv3lPSCSSQl+fnZ1N\nXFzcZ1E6Urbulv8gamrwww/www9qPHgAmzap4etbl/DwenTrloG5+RN++CGVcuWKv9EukUho0qRJ\nkfRqP8SZM2fIz88v8MRRvnx5HBwcWLBgAefOnXvr6O+nn37i9u3bQu3Xb7/9hqurK19//bXwms6d\nO793Er927Rru7u6cPXsWNTU1jI2NVaKfWlxyc3PZuXOnUK82fvx4xo4d+1a92n8RqVSKlpaWqEeH\nEomEKlWqlIhFb8uWLTE2Nmbz5s0MGzZMVJF6ZXPcvHnzVNIcJwZSqVR06bdbt27x+PHjMpd0KE+Z\n3N3d6d27d5GTxqpVq6Kvr4++vj5yuZxr164hkUiIjo7m9OnTDBo0iI4dOwpzW9u2bQuV+L/b3Dpi\nxAgmTZpUJptbHz16xIYNG9i3bx9Nmzbl119/ZcCAAcLnHTNmDBkZGcTFxSGRSDhw4ACBgYFUqVKF\nGjVq8NVXX4mq7nP69OlCPbc+B2xtbdm1axd+fn6ilo0B6Ojo0LNnTzw8PAptOqOUfvscvusvJQ2l\nQF4e7Nr1utzhjz/UqF1bhrHxU0aMeEqDBnlFiqlQKBg6dCgDBgwQ1X972bJlXLlyhZ07dxb4Grlc\nLohZ+/v7f3CST09P5/Tp00gkEk6ePMnLly+pXr06vXv3RldXFx0dHTIzM/Hx8eHgwYO0bNkSJycn\nzp8/T1hYGNHR0WXG0UUul3Po0CG8vb15/PgxxsbGTJ48ucyMT5WkpaUxcOBAZs+ejbm5uWhxbWxs\nqFevHr/++qtoMT/Gs2fPMDExwdLSEicnJ1FjKxQKoa5T7OY4MVCF9Nu2bdvw8/MjNjZWpeYFReHq\n1auMGzeOhQsXYmJiImrs7OxsjI2NadiwIfXq1ePMmTNkZmZSp04dofRBS0vrownem82tP/zwA9Om\nTRN1I0Ms0tPT2bZtGyEhIYLznKmp6ScTJrlczo0bNzhx4gRbtmxBJpOhpqZG+/bthQVCu3btinyf\nLFmyhOvXrxMaGlqk68sqAQEBeHp6EhoaKnpN/LVr1xg7dmyh7wmxpd++lDT8xyhXDszN4dgxNa5c\nASsrTcLDGzB8eGdmzvya06erIS9kmW9SUpLouylyuZyTJ08W+qhCqapw9epVjhw58sHXVatWjYED\nB7Js2TIOHjzItm3bsLCw4N69eyxevBh9fX1MTEw4fvw4EyZMIDg4mO+//x47OzsqVKiAr69vcT+i\nKJw9e1Z4eH7zzTeEhIQwf/78/4lkF1Szm/Ly5UuuXLlSorsGderUYezYsezYsUN0kX2ldNWn7onS\nQCn9JvaRpHLXv6wluwAdOnRg8ODB+Pr6kpWVJWrsihUrMnXqVBITE7GxseHIkSP4+PgwePBgLly4\nwOzZs4Vei+DgYO7duydce+PGDaZNm4ajoyOVKlViy5Yt/Prrr2Uu2c3NzSU4OBgTExNCQ0MZO3Ys\nUVFRjBw5skC7g+rq6rRv355+/fohk8lwdXVlyZIlNGrUiKCgIMaNG4ehoSHLli0jNjaWjIyMAo9N\n+dz6HHYcC4uFhQV169ZViatf+/btMTAwYMOGDQW+Jz436bcvCW8p06EDuLvDgwdq+Pio8eJFDRwd\n22Bu3onAwHr880/BpLUkEgmVKlWiu4hLouvXr/P8+fMiTRw9evRAV1cXT09P8vI+vWutoaFBp06d\nsLW1ZdCgQVStWpXy5cvTokULFAoFmzdvxtjYmJUrV3Lu3Dmsra3ZtWsXd+7cKcpHE4WkpCScnZ2Z\nOnUqmpqabNq0ibVr19KyZctSG1NpIJFIaN26NQ0aNBAtplQqRaFQoKOjI1rMgmBtbU3VqlXZsGGD\n6LG/++47+vbti5eXF7m5uaLHLyqqkH5LS0vj0qVLZTrpcHBw4OXLlwQHB4see+jQobRq1Qo3Nzc0\nNTU/6WY5fPhwzM3NGTNmDCkpKaxZswY/P78yp+SiPMkaOXIk69ev54cffiAqKgp7e/si6SxLJBIq\nV65Mv379GDp0KK6ursTGxrJhwwaMjIxITExkzpw56OvrM3XqVAIDA7l79+5HnceuXr3Ky5cvy/Rv\nr6hUqFABBwcHjh07xsWLF0WPP3XqVP755x+CgoIK9PrPTfrtS8JbRqhaFSZPhosX1ZBKoW/f8nh7\nN8HIqAvLljXn6tWP14BKJBK0tLRE7TCXSCRUrVq1QO5m78PR0ZGHDx8WSFJKLpezb98+zMzM8PLy\nwtDQkL179xIWFkZsbCxeXl7o6elx7tw5Zs2axcaNGylXrhxz587l77//LtL4isrjx49ZtmwZo0eP\n5v79+7i6urJ161a6detWouMoC+Tn56tkN0UqldKhQ4cS3yWvUqUKkydPZt++fdy8eVP0+MrmOFXK\nrBUWiURCixYtii08/yanTp0iPz+/TD8IGzdujIWFBdu3b+fFixeixtbU1MTZ2Zlz5879qzmuSZMm\njBo1SnCm6t+/P48ePSI5ORmA58+fs2/fPnbt2sWzZ89EHVdxiI+Px8bGhvnz59OqVStCQkJYsGBB\nsfSlpVIpvXr1oly5csK/aWpq0qNHD1xcXAgLC2PXrl3MmDGDcuXK4e3tjbm5OaampqxZs4bTp0//\na/EokUioXr06nTt3LvK4yjIGBga0adMGNzc30S2HC3tPKJuVy2Jfwvv4kvCWMdTUQEcHAgPVuH9f\njaVL1bl4sTbjxrVn/Ph27NlTm+zst48OUlNTuXz5suhJh0QiKXQB+5u0bt2aYcOGsWnTpo8eSZ0+\nfRpra2uWLFlChw4d2LlzJ3PmzBGaM8qXL0+vXr2YOXMmkZGRREZG4uTkRJMmTbh16xYmJiaYmZnx\n+++/c/bs2QLtKBeFjIwMvLy8GDFiBCdOnGDWrFns3LkTfX39z+I4RxVcvXqV1NRUUX97MpmMU6dO\nlVqyZGJiQtOmTUW3MgZo1aoVxsbG+Pn5kZ6eLnr8wvLmkaSYSCQS2rRpQ/369UWNKzZ2dnaoqanh\n5+cneuw+ffrw3Xff4e7uTn5+/lt/y83NJTAwkNGjR3PmzBkmTJjAsWPHCA4OxsbGhufPn/PLL79g\nYGAgqEIkJiYiL2ytmwjcunWLGTNmCA6avr6+/P7777Rq1apYcZXPrU/d540bN8bS0hJ3d3diY2NZ\nt24dWlpaHDt2DEdHR/T09Jg5cyZRUVE8efIEiURSrGbEso66ujouLi5cunSJP/74Q/T4dnZ2aGho\nsGnTpk++ViKRvNeIpazyJeEtw9SrB3Pnwu3bauzeDU2aVGbZshYYGXXFyekEf/yRhFwu5/Tp08jl\nclEThOfPn3P16tVix5wyZYogq/MuN2/exNHREUdHRypWrMjmzZsLVK/WrFkzrKys2LFjB23atKFp\n06Z8++23xMTEMHXqVPT19fnpp5/YvXu3KDskeXl5hISEYGxsTHBwMGPGjCE6OhpLS8u3dib+F1Hu\nphRVsPx9XLx4kYyMjFI7ktTU1MTJyYlTp05x+vRp0eNPnjyZnJyc994TJY0qpN+Uu/5leXdXSc2a\nNbG1tSUiIuKtWloxULpk3b59m7179wKvT7IOHjyIubk5Hh4e6OvrExUVxZQpU6hatSpt2rTBzs6O\nLVu2cOjQIVasWEHz5s3ZuXMnNjY2DB48mMWLF3Po0CGVL5iePn3Kzz//zOjRo7l9+zarVq3C399f\nNOnBU6dOoVAoCvXbq1SpEt9//z3z589n79697NixAzs7O1JTU1m1ahVGRkZcv36d7OxsLl269K+F\nxn+FXr16oa2tjYeHBzKZuG6uNWrUwNbWlsjISOHU4X2oSvrtyJEQ4C9RYyr5otLwmXHrFnh6ZuPm\n1gSF4jnlytWnevXylC+fT0jIDtGkXfbs2cPy5cs5dOgQtWrVKlYsb29vgoKCiIyMpH79+jx69Agf\nHx/2799P06ZNcXZ2LrIZQ3x8PPb29ri6uvLDDz9w8+ZNQRj+ypUrKBQKOnToIHRHt2/fvsCdvwqF\ngiNHjuDp6cnDhw8ZNmwYU6ZMoV69eoUe53+VMWPG0KJFC1auXClaTDc3N/bv38+BAwdKTc1AoVAw\nYcIEsrOzCQwMFH0cGzZsICAggIiICFFrnwuLn58fAQEBxMbGirYjdunSJezs7Ni8eXORy6FKkuzs\nbMzMzOjUqROrV68WPf78+fM5f/48CxcuxMfHh+vXr9OvXz8cHR0LXO8vk8lITEwU5rakpCSVuFnC\n65OsgIAAAgMDqVixIpMmTcLMzEz0xf2CBQtITk4mMDBQlHipqalCmUi1atVIT0+nZs2aaGtro6ur\ni7a2NtWrVxflvcoCN2/eZMyYMcyZM0dUdRx47TBoZmZGhw4dPqiSc/jwYebNm8fevXtFm8NSU1MZ\nOHAgCoUf587ZfXFa+8Jr0tLy+OUXKdu27ebxY3cgH3X1cnTt2p3+/XXQ1dUtVmfvnDlzePz4sWDb\nWxwyMjIwMTGhd+/e1KtXj5CQEKpWrcrkyZNFEU93cXEhOTmZsLCwtyblFy9ecPLkSaRSKadOnSIj\nI4PatWujo6NDnz596N279wcbLRISEnBzc+PKlSv07dsXR0fHMu2SVRo8ffoUQ0NDVqxYgaGhoWhx\nLSws6NixI0uWLBEtZlG4ePEiEyZMYPny5RgZGYkaOzMzExMTE3R1dUv1c9rY2FC/fn1REz1vb28i\nIiI4dOgQGhoFa7otbfbu3cvSpUvZunWr6LWfUqmU6dOno1Ao6NSpEy4uLsWu93/06JGgZx4XFyeK\nm6VMJiMyMpJNmzbx6tUrrKysGD9+fJGa0QryXoMGDcLCwkIolRCD2bNn8/z5czZt2sTly5eRSqVI\nJBL++usvNDQ06NKli7BA+Prrrz/7UrSlS5dy8uRJoqKiRNUxBti3bx9Llixhy5Yt722eXLp0Kdeu\nXRNV+m3//v0sXrwYeMi5cw2+JLxfeBuFQkFAwDlCQrI4fPgC+fn7UVM7hlyeQ9OmTYWbu3v37gVu\naJPJZOjp6TF27FhRbAxzc3NZsGABx44do0Lkxw1UAAAgAElEQVSFCowbNw5ra2vRbtCkpCSsrKz4\n8ccfGTVq1HtfI5PJuHjxovCQuH37NhoaGnTr1k3QfWzevDl37tzBw8ODEydO0KFDB5ydnT+bgvyS\nJjo6ml9++YVDhw6J5nSXkpLC8OHDcXV1RV9fX5SYxWH27Nlcu3aNiIgI0eW1wsLC+PXXXwkODuab\nb74RNXZBePnyJYMGDWLx4sUMGzZMtLhWVlZ8/fXXrFixQrSYqiY/P18wiNm0aZMoidDjx4/ZsGED\ne/fupUqVKuTl5bFnzx7RjSOys7M5d+6cMLelpKRQoUIFevbsKcxtH9uBUygUHD16FC8vL+7fv8/Q\noUOxt7dXaf31hQsXmDhxItu2bROtHCovLw99fX3GjRvHhAkT3vrbo0ePhOT37NmzZGdn06BBA+H7\nKardfWnz6NEjRowYwfjx45kyZYqoseVyOdbW1lSqVAk/P7+37gm5XI6BgQHDhg0TVbN8/vz53Lr1\nkFu3LqlEh/dLwvsf4sUL8PcHD48M7tw5Ro0au5DL95Oe/pBKlSqhpaWFrq4uffr0+eixvLJMIDAw\nkHbt2hV5PG+aMTx69IhKlSrRvn17lUg+LV++nOPHjxMdHV2gHYmUlBTheFDpFFOlShUyMzOpXbs2\nTk5OGBkZlTmDgLLErFmzePHiBVu2bBEt5s6dO1m7di2xsbEq2VkqLMnJyVhYWODo6MjYsWNFjS2T\nybCwsKBJkya4u7uLGrsgKHc1Y2JiqF27tigxnzx5gpGRET///DMGBgaixCwpTp8+jaOjI2vWrKF/\n//5FjpORkYG/vz/BwcFUqlSJSZMmoaenh7m5OUOGDGH27NniDfodFAoFd+7cEea2ixcvkp+f/0E3\nywsXLuDm5sbly5fR0dHBycmpRBZfnp6e7Nq1i5iYGNHm2Li4OBwcHAgKCqJt27YffF1OTs5bC4QH\nDx4ISgPK76hhw4aijKkk8PDwIDQ0VCVGTB+6J5Qa05s2bRJNnUgmkzFw4EAMDe3YuXP9l4T3CwVD\nLofY2NdObrt3K6hY8SKtW4eTm3uAv/66iFwup02bNsLN3bFjx7eOHtevX8/Bgwc5cOBAkXc64uPj\ncXNz49q1a3z//fc4OTlx69Yt5s6di7e3t6gWpvB6N2XEiBFYWVkxbdq0Al+XmZnJ1q1bCQoKQk1N\njQoVKpCenk7FihXf2iEp693mJU1ubi56enrY2tpiZ2cnWlxnZ2dyc3NVsigqKqtXr+bgwYNER0dT\no0YNUWMfPXqUn376CS8vL3r16iVq7E8xb948Hjx4wPbt20WLGRUVxapVqzh8+LDo31VJMG3aNB49\nekRoaGihS63y8vKIiIjAz8+PrKwsxowZw7hx44SF27Zt2/Dx8SE8PJymTZuqYvj/4kNulp07d+b5\n8+dcv36ddu3a4ezsLPqc/DFGjRpF27ZtWbZsmWgx161bx5EjR9i3b1+Bn1sKhYK7d+8KC4QLFy6Q\nn59Pq1athLm/S5cuZVrxIT09HRMTE3744QcWLFggenxHR0dSUlLYuXOn8D34+voSGhrKoUOHRPtu\nzp8/z6RJk1i9ehdz5gz/4rT2hYKhrg4DB0J0tBrJyerMnNmNx49/5saNBLp0ucWoUeto0aIVERER\n2NnZMXjwYBYtWkRMTAxpaWlIJBL69OlTpGQ3KSkJFxcX7O3tUVdXZ+PGjaxbt46WLVuip6dHp06d\ncHd3F11ep379+lhZWREcHMzjx48/+XqZTEZYWBimpqYEBwdjZWVFTEwMR48eJSQkhIkTJ5Kens7q\n1asZMmQIo0ePxsvLS5gQ/9dJSEggKytL1A5d5dFsWROMnzhxIvn5+WzdulX02AMGDKBLly4quSc+\nhlL6TRVyZF26dPksk114rZN87949du3aVeBrFAoFhw8fZuTIkaxbt45+/foRFRWFg4PDW6cUo0aN\nok6dOipxyfoQb7pZxsTEsH79eho1aoRUKuX69euoqalRrlw5Ll++zI0bN0TXdX0fjx49IikpSSW/\nvcI+t9TU1GjZsiVjx47F19eX2NhYXF1d6dChA3v37mXy5MkMHDiQefPmsW/fPl6+fCnqmMWgWrVq\nTJgwQWVGTE5OTty/f5/o6Gjh31Qh/SaRSPjqq69o3Vp1Zitld9nyBVFo2hRWrIBFi9SIigIvr+aE\nhMygTh1HzM0f0a7dUa5e/ROJRCJ0xcvlcjp06EBSUlKBC/ufPHki1Ks1atQIV1dX9PT03rpWaa86\nadIkDh06JPqR5/jx44mKisLX1/f/F77/G4VCwR9//IGHhwf3799nyJAh2Nvbv1Xj1rp1a1q3bo2N\njQ3//PMPp06dQiqVEhkZydatW6lRo8Zbnb+f68O9OEilUurXry/q8efZs2fJyckpcwlv7dq1GTdu\nHJs3b8bCwoJGjRqJFlspXTVx4kRiYmJEbf77GKqQfsvNzSUuLu5f9ZOfE+3atcPQ0JCNGzdiaGhI\n5cofN/x5s7lVV1eXNWvW0Lp16/e+Vmk5vHTpUhITE0WV8vsUr169IjAwkICAAMqVK8f06dPp378/\n8fHxSKVS/P398fHxoV69ekLjm5aW1ic/f1GQSCRoaGjQu3dv0WLev3+fe/fu4ezsXKw4VatWRV9f\nH319feRyOVevXhVqf5csWYKamhqdOnUSemPatm1bJhrfzM3NCQ0NxcPDg3Xr1okau23bthgZGQn3\nRFZWFteuXWP06NGivo9EIkFHR0elZYRfShr+B0lMBB8f2L5dQVYW9OuXirn5U5o2/Qt3dzeOHDlC\nhQoVyM7OpmHDhsLN/b7C/nfr1SZOnPhJCZuZM2dy8+ZNIiIiRHWGAwgJCWHdunUEBwf/68Fz4cIF\n3N3duXTpEtra2jg5OdGmTZsCx87PzxekgaRSKTdv3kRdXZ3OnTsLx1+tW7cWbQLcubMugYH1ef68\nHN9884rZs+/TseMrUWIXF1NTU3r06CHqEdqqVas4ffo00dHRZeIh8iZZWVmYmJigpaWlkmas2bNn\nc/36dcLDw0VvjnsfqpB+U9b7hYSEfDDp+xx4+PAhZmZm2NjYMHny5Pe+5vbt20Jza/v27XFxcSlQ\nc2t+fr5gX71x40aV/85lMhm7du1i48aNpKenY2lpia2t7b/kuXJzczl//rwwt927d49y5crx3Xff\nCXObWE58M2bMIDMzk40bN4oSD2DHjh2CMYUqknSAZ8+ecfLkSSQSCWfOnCEzM5O6desKz0dVLRAK\nSkxMDAsWLGDjxo10F7kW4M3muAYNGvDzzz9z+PBh0ZqVHz16JFhLt207GlPTZl9qeL8gLmlpEBj4\nutb36lU1WrTIBgyoXTsbd/d1JCQkCLVN7xb29+rVi5MnT36wXu1j3L17F0tLS5ycnLC2thb1M+Xl\n5TFy5EiaN2+Om5ub8H5eXl4cO3aMNm3a4OzsLMruwuPHj4XVf1xcHNnZ2dSvX/+tCbConb+HDtVi\n6dIWzJ+fTKdOmQQF1Sc2thaRkYnUrFm6JRXJycmYmZmxdu1a+vXrJ0pMhULB0KFD6d+/v0qbeopD\nVFQUK1euLHYz5/tQ5T3xPlQh/bZmzRqOHTvG3r17y9yCpbC4ubkRHh5OVFTUW41Az549w9fXl127\ndtGwYUMcHBwYOHBgoRYNp06dwsnJSdT7510UCgV//vknHh4eJCcnY2hoiIODQ4Gbse7duyfM/QkJ\nCchkMpo3by4kv99++22RdHmzs7PR09NjypQpjBs3rtDXf4hp06ahpqaGp6enaDE/Rl5eHhcuXBC+\no+TkZMqVK0f37t2F76ik6rSVyOVybGxsUFNTY9u2baLfg+7u7oSFhdG9e3fS09NFbVYODw/nt99+\nIzY2lpcvW35JeL+gOhQKOHECPDyyCA+vjabmSoYOtcbc/Cnt2mWhUChITk5GIpFw4sQJzp8/L9Qb\ntm7dmkmTJtGvX79C1fP88ssvHDlyhOjoaNHFwI8cOcLcuXNZvXo1Z8+eJSoqirp16+Lg4ICBgYFK\njkxycnL+tUAoX748PXr0EBLgxo0bFziejU1bOnXKZNasv4HX/0dDhnTG0vIJ48d/ukZZlQQFBeHl\n5UVsbCyVKlUSJWZSUhKjRo3Cw8MDbW1tUWKKjUwmY/To0dSpUwdvb2/RHyiurq7ExMSopDnuTZTS\nb6tXr0ZPT0+UmAqFAlNTU3r16sW8efNEiVmapKWlYWJiItRvZmZmCmYMFSpUYMKECZibmxfphEqh\nUDBt2jSePHlCSEiI6A1Rly9fxs3NjQsXLqClpYWzs3OxFmiZmZnExcUJu7/Pnj2jSpUq9OrVC11d\nXXR0dAqsDiCVSnFxcWHnzp3FtiZW8urVK/T09HBxcfmgLKWq+fvvv99S/cnLy6NZs2ZC8tutW7cS\nceV804hJbFnH9PR0jI2NefXqFZMmTRK1dGn69OlkZWXh6+vL/ft1VZbwfqnh/QJqavD99/D995VI\nTExmxw5N/P1rEh1dl86dMzE3f4K+vjodO77kyJEjyOVy2rZtS4MGDbh8+TJz5syhWrVq9O7dW5A9\n+9RRx+TJkzlw4ABbt27FxcVF1M+jra1NvXr1mDdvHpUrV8bR0RELCwuVHhVXqFABbW1ttLW1mTVr\nlrBAkEgkrFu3jt9++42WLVsK38+33377wQedTAbXrlXB1vaR8G9qaqCllcbly+KKixcFqVTKd999\nJ1qyC6/rtypWrCj6UZyYKC2Hf/zxR06dOoWOjo6o8SdNmsS+ffvYtm2b6PfEm0gkEjQ1NUVVhUhO\nTubvv/9m5syZosUsTapXr46dnR0eHh7UqlWLyMhIMjIyGD16NDY2NlSrVq3IsZV129bW1uzevZsR\nI0aIMuZ79+4JC9FvvvkGDw8PevfuXeyFWZUqVRgwYAADBgxAoVBw48YNIfldsWJFodwsJRIJjRo1\nKrDDXEGIi4sjLy+vVGv/mzRpwqhRoxg1ahSvXr0iLi4OqVTK4cOHCQ4OpnLlyvTq1Uv4jsSWD1Oi\nPIH19PSkX79+oibZygbIiIgIUf//srOzOXv2rKgGJB/iS8L7hbfo1KkuK1fCsmWwdy94eVVmyZLG\nrFjhgky2h6+/7oCPjw89e/YEXh+jXLt2TZgAC1rYX6dOHaytrfH398fCwkIU3UOZTMbu3bvx9fUl\nNTUVuVyOi4sLpqamxY5dGNTU1GjRogUtWrTA2tqajIwMzpw5g0QiYf/+/QQEBFC1alVhgaCjo/OW\nGH1qqiZyOdSunfdW3K++kpGcXLri6JmZmSQkJDB9+nRR40okErS0tEqkfrU49O3bl+7du+Pu7k6v\nXr1EdRJTNsdt2bKFkSNHitoc9yYSiYRu3bqJqnMskUgEs4P/AgqFQpAi9PPzE8wYxLJQVTbH+fr6\nYmBgUKzazxcvXuDn50dERAR16tRh6dKlGBoaqsTlTk1NjXbt2tGuXTsmTpzIy5cvhbrWkJAQNm3a\n9EE3S4VCgVQqLbIC0IeQSCQ0b95ctBrj4lK5cmX69+9P//79USgUgt29VCpl5cqVKBQK2rVrJ+z+\ndujQQdRTR0dHR6ysrIiIiBB9x1tTUxN1dXX27t3LDz/8IErM+Pj4EmtW/pLwfuG9aGqCiQmYmKhx\n82Z5Ro36mhs3grh1y5LAwAxycp6grZ2GhoY6HTt2pGPHjkyZMuWtwv6AgAA2bNjwwcJ+a2trIiMj\n8fHxYfny5UUeq0Kh4Pjx43h4eHD37l0MDQ2ZOnUqa9asYevWrQwZMkT05rjCULVqVfT09NDT00Mu\nl3P9+nVh93fp0qWoqanRoUMHYQKsXbvkurcLy5kzZ5DJZKJOTv/88w+XLl1i7ty5osVUFcrdORsb\nG/bv3y+qQxnAmDFjCA8Px8fHRyXNcUrpt6lTp4oaV7nr/zm6Vb3LxYsXcXNz49KlS7Ru3ZqkpCRM\nTExES3aVODg4cOTIEYKCgpg0aVKhr8/OziYoKIjt27ejpqaGg4MDlpaWJfp/UKtWLYYMGcKQIUOQ\nyWRcunRJmNv27Nnzlptl8+bNSUlJEXXuUCbRgwYNEi2mmKipqdG2bVvatm3LhAkTSE1NFZ6PoaGh\n+Pn5UatWLXR0dNDV1aV3797FOj2A12WGw4YNExZqYi5sT506Rffu3Tl+/Djnz58XxXRCKpXSuHFj\nWrRoAUBeXi4gRxWquV9qeL9QYF69gpAQ8PT8f+ydeUCN6fv/Xy0mg7GPbQzGNpZkjzBjiOy0nEIR\nkqWoxtjGZ5ixzjDWSiWRIqFSMcgWM6bFviR7sm/tJdrO8v2j33l+GqHlOZWZ8/qzzrnOfU6d57nu\n676u91vBpUsaNGqUi6lpAqNGJVOrlvStxxelsf/MmTOsWrWKHTt2lKjPLDY2FmdnZy5dukT37t1x\ndHSkbdu2ANy7d4/Ro0fj5OSElZVVqd+/KkhOThYugKdPn+bVq1fUrl2f1NTHWFvvx8amrmDBvHhx\nUzIztVizJr7c1rt06VJiYmIICgoSLebhw4dZuHAhBw8e/GgMPhYsWMCVK1cIDg4WPcEIDg7m119/\nVclw3N9//82sWbMICgoSbjClJTMzE0NDQ2bPno2FhYUoMcuDBw8esHHjxgLDrfr6+lhbW1OpUiW8\nvb1F79tWDseFhoYW2e1OJpPxxx9/4OnpSWpqKhYWFtjY2Ig2MS8WT58+FYZ6lVU8yJfQ6tu3L126\ndCn1ic7NmzcZN25cgVPHjwWpVMrVq1eF++Pdu3fR0tKiY8eOwv3xq6++KtH/XEJCAiYmJsU2Ynof\njx49wsTEhNWrV+Pt7Y2Wlhbbtm0r1XdCoVAwcuRIvvnmG+bOnUt4eDgbNnjw/PlKLlwYox5aU1P+\nKBRw7hy4uyvYvTvf2W3gwBTMzRPR1X3Fu/7/C2vs//LLL0lPT6dRo0Zs27atyD1Hjx49ws3NjePH\nj9OyZUscHR0xMDB468u3YsUKwsPDVTIcJzZ5eXlcuXKFiIgIAgJ+IDf3FNrac+jSpQu9evVmx47l\nWFmlYG1dPkNrcrmcIUOGMGTIEFFbGhYtWsTdu3fx9/cXLaaqefz4MRKJhOnTpzNx4kRRY0ulUsaM\nGUO9evVwc3MTNcn67bffOHPmDCEhIaLFDQ8PZ/78+ezfv19lbRiqJDk5mS1bthAcHFzocOu5c+ew\ns7MTdchPiXI4zsjI6IMnHMpqpouLC/Hx8QwaNAg7O7sKc5T/PrKzs5kwYQKvX79GoVDw/PlzKleu\nXMDuviSb3S1btrBjxw6OHz9eJkNhquTZs2fCBkGpSd6oUaMCsqDF2SC4u7uzc+dOgoODRSkkvCn9\ndv36dVGG4+7evSsUpcLDw4mNjaVr135cuODKhQvt1QmvmopFcjJs25af/N67p0GbNq+RSBIYNCiV\nTz99t3PUm4394eHhZGRkoKOjIxzt9O7du9DG/tTUVLZu3UpQUBC1a9fGzs6OoUOHvrNfLSkpCWNj\nYywsLEotSl6WHDtWi19+aYKhYRDPnu0jJqY/crkpjRoZ0rdv/oBIly5dyrRV48aNG4wfP55NmzYV\nSXO0KMhkMoyMjDA1NRWtElFWrFmzhj/++IN9+/aJXl3766+/mD17tqiqFUrpt379+jFnzhxRYgIs\nWbKEa9euERAQIFrMsiArK0toCdDS0sLGxuadw62Ojo48evSIwMBA0VUV/Pz8cHV1Zc+ePe+sul+/\nfh1nZ2cuXLhA165dcXJyol27dqKuQ5W8fPmSAQMGMHfuXMzMzLh7967Q1xoTE4NMJqN169ZCcqer\nq1ukHuRJkybx+eef8/vvv5fBuyg7srOzBVOQiIgInj17ho6ODvr6+sJn9KEWm8zMTIyNjfn222/f\nacRUHP4p/ebk5MTDhw8JCAgo8WZj/fr17Nq1C7lcTtu2bXF0dKRBg6FqWTI1FRu5HI4ezdf0PXgQ\nqlWTM3x4EmZmiTRrlvOB58oZN24cycnJNGrUiNjY2Lca+5s3b86ePXvw8fEB8i90Y8aMKdJxsqen\nJ76+vgQHB4veh6dKAgM/Z/v2+qSkVKJly0wGDvyDBw/2EhkZSUJCAp9++qkgDdS7d28+//xzla7H\ny8sLPz8/wsPDRbvpX7lyhcmTJ7N161Y6duwoSsyyIjU1FWNjY0aOHCm6OoFCoWDq1KlkZmbi5+cn\nygCSUvpt48aNorlcKav+Q4cOVamyhJhIpVL++OMPNm3aREZGhmDG8D4puLi4OMaOHcvcuXNFb9vI\nyclBIpHQpk0bVq9eXeB3jx8/xt3dnaNHj9K8eXMcHR1FH/oqC44dO8aCBQs4cODAW9fgjIwMoqOj\niYiIICoqivT0dGrUqCEMvr3LzTI1NRUjIyMWLVrEyJEjy+qtlDkKhYL4+Hhhg3DlyhVkMhktW7YU\n7o+6urqFXpP37NnD2rVrCzViKg6FSb/FxcVhaWnJ7NmzGT16dLHiKfWsQ0JC0NHRYdGiRRgZGaGp\nqalSWTJ1wqtGdO7fh82bwctLQVKSBvr6L5FIEvj22zTelSfFxMRgY2PD4sWL6dOnj9DXGh0dzcuX\nL4ULfK9evZg7d26xjvFevXqFiYkJBgYGLFmyRIR3WL4oFAru3LkjtIfExsYKUnFvTv6KPaWtdNlZ\ntWqVaDHd3NwIDg7m6NGjKpkqVzXbtm3D09OToKAg0Y+WY2NjmThxIosXL2b48OGljufj48PWrVsJ\nDw8X7WTg+vXrWFtb4+npSdeuXUWJqSqUw60bN27k3r17wnBrUdswlixZQkREBCEhIaIOAgGEhYWx\naNEitmzZQqdOnUhLS2Pr1q0EBgZSq1Ytpk2bxogRIz7K7wjAL7/8wq1bt9i9e/d7HyeTybh27Zpw\nbVO6Werp6Qkbe6Wb5cGDB/nll184fPiwymS+KiIZGRmcPn1a2CCkpaVRvXr1Anb3yhOnvLw8LCws\naNKkiWDEVBL+/PNP5syZQ2hoaIHr3NKlSzl16hShoaFF+k68evWqgMV1ZmYmc+bMKZAwqxNeNR8l\nOTmwd29+1TcqSoP69fMwNk7ExCSRunXfHnKbN28e165dY+/evejo6BAVFYWzszPx8fE0a9YMuVzO\nw4cPS9TYHxQUxKpVq/Dz8+Prr79W1VsuF9LS0oQKSXR0NBkZGdSsWVNoDzEwMCj15G9KSgqDBg3i\n559/FlWZwNLSkhYtWqhEkaAsyM7OxtTUlI4dO/Lbb7+JHv/HH3/k6tWr7N27t9TDcba2ttSoUYO1\na9eKtDrYvHkz/v7+HD9+XPSjfjF533BrUXnx4gWmpqaMGzdOdJULuVzO+PHjqVSpEt999x0+Pj4o\nFAqsra2xtLQUVfO6rJHL5QwaNIhRo0Yxc+bMYj03ISGhgJtlVlaW4GYZHx9PdnY2fn5+Klp5xUcm\nk3H9+nVhg3Dr1i00NTXR1dUV7o8PHjxgwYIFpRrsW758OZcuXWLv3r0Ffq78TlhZWWFvb//O50ul\nUkJDQ9m8eTOZmZmMGTOGpk2bsmzZsreq/uqEV81Hz5Ur4OEBfn4KcnLgu+9SkUgS6do1Uxhye/Dg\nARYWFkgkEuLj4zl37hxdunTB0dERXd18qa6SNvZLpVIsLCxo1KhRmdlPlgdSqZTY2FjhAhgXFyds\nEJSfUfPmzYt9JHrgwAEWL17MkSNHijxN/iFevHjBsGHDWL58OYMHDxYlZnmwf/9+li5dio+Pj/B/\nKhaPHj1CIpFgZ2dXquG49PR0wTVMTF1qa2trvvjiC5Uk+2JQ1OHWouLm5oa/vz+hoaGithDJZDLc\n3NzYvn07mpqaSCQSbG1tC+hzf6woTyqU1euSkpubW8DN8vHjx2hpaRUwdCiOm+W/kcTEROH+eObM\nGbKysqhXrx55eXlUrVqVnTt3Cqo/RUWhUDB06FCMjIyYNWvWW79XfidCQkKoV6/eW8/9888/cXV1\n5dGjRwwdOhQ7OzsaNGjAzz//zJ07d9i1a1eB56gTXjX/GtLTYceO/KrvzZsaNG+ejZlZAsOGJZOe\n/ggHBwcePnxIkyZNmDVrFn369Hnnzam4jf0nT55k7ty5ovYwVnSeP38u9H6dPXuWnJwcGjZsKBwP\nduvWrUiVwx9//JGnT5+yfft20dYWHBzMypUrOXbsmEqtdFWNTCbD0tKSGjVq4OnpKXp/5erVqzlw\n4ECphuOU0m+HDh1666ZUUpKTkxk0aJBoLRdiUtzh1qKSmZnJqFGj6NevHwsXLiz1OhUKBadPn8bF\nxYU7d+5Qp04dPvnkE0JCQip0xbw4bNq0iYCAAI4ePSrae7pw4QLTpk1j7NixxMXFcfHiRWQyWZHd\nLP8LKDcIysHwhIQEtLW16d69u3B/LEob1oek35TDcX379mXRokXCz9/Us+7ZsycODg7C6apMJmPQ\noEGYmJi8NaysTnjV/OtQKODPP/PVHUJCQEPjF+TyVVSr9hnZ2S8xNTUt1iR5URr7leYYymMwMd1t\nPgaUpgPKz+jp06fo6OgIdpR9+vQp1PFOKpViaGiIlZUVU6dOFW09P/zwAxkZGWzZskW0mOVFZGQk\nTk5OrF+/nm+++UbU2GIMx6lC+u2PP/5g6dKlHD16lFq1aokWtzRkZ2eza9euEg23FpXdu3ezbt06\ndu3aRYsWLUoc5+bNm7i4uHD27Fk6deqEk5MTlStXxtLSknnz5mFubi7amsuTcePG0bRpU1asWCFa\nTBcXFw4ePEhYWBiampoF3CyjoqJITk5+r5vlfxE7Oztu3brF119/zaVLl5BKpTRr1ky49r9rg1AU\n6Tfld8Lf359KlSq9pWf9zwLT1atXmTRpUqFVf3XCq+ZfzdOnYGOznsjITDIzf6BBg1UkJq5kz569\nNGtWMl3PdzX2t23bljNnzjB//vx/zQ2lJCgUCu7duyccDyo3CM2bNxcugHp6emhra3P+/HmmT5/O\n9u3bRZNCysnJwdDQEFtbW9F1bMsDhUKBvb09ycnJ+Pv7i15Z8vb2ZvPmzSUajlNKv5mZmb23z664\nzJ8/nxcvXgjJZXkik8k4ePAgmzZtIoV5YBEAACAASURBVCUlBXNzcyZPnqwSM4a8vDwkEgnNmzdn\n/fr1xX7+s2fPcHd3JywsjKZNm+Lg4EDfvn2FkwHlcFxoaGixj58rGklJSQwePJhly5YxZMgQ0eJa\nWFjQvn17fvnll7d+9083y+vXr7/lZvn111//5woe9+/fZ/To0Tg6OmJsbMzZs2eF4kdSUhJVq1Yt\nsEFQtq4VRfotLy8PU1NTIL/vum7dutjb2zNkyJBCP2cPDw+CgoIKHVZWJ7xq/hPk5cH+/eDiksmp\nU63R0RmIpeVKTE2TaNgwt8RxC2vsB+jQoQPffPMNffr0oVWrVh+d1I+YvHz5ssAGITU1lc8++4ye\nPXvy+vVrrl+/zpEjR0S7SURHR+Pg4MDu3btLJZdTkVDqFC9cuBBjY2NRY2dnZ2NiYkLnzp359ddf\ni/VcVUi/Kav+48ePx9bWVpSYJUGhUBAVFYWLiwt3795l4MCBzJgxQ+VmDEqZreJoUmdkZLBt2zZ2\n795N9erVmTZtGiNHjnxrc/T8+XPMzMwYP34806dPV8Xyy4zQ0FB+/fVXjh49Ktrm49mzZ4wYMaLI\npgeFuVnWqVNHONbv0aPHR7+xKCq//vorx48fL2DEJJfLuX37tnB/vHbtGgqFgnbt2tGtWze2b9/O\nokWLGDVqVKExlXrW3t7e5ObmYmpqyuzZs99rkmFlZcVXX33F8uXL3/qdOuFV85/D3z+KkydbERBQ\nl8xM+OabdCSSRHr0yKC0OdelS5eYOnUqX331Fc+ePRMmf5WqBvr6+h/1VHRpkcvlXL9+XeiNvnHj\nBpC/QVDeJL7++utSbRBWr17Nn3/+yYEDB/5VG42FCxdy/vx5QkJCRP8f2rdvH8uWLcPX15f27dsX\n+XmqkH5TVv137NhRbLUDsbhx4wYuLi6FDreqGoVCwYQJE4B8ubf3bQRzcnIIDAzE29ubvLw8rK2t\nsbKyokqVKu98zsaNG9m9ezchISEq19dWJXPnziU5ORlvb2/RYgYGBrJmzRrCw8OLLQ8nlUoL2N3f\nv38fbW1tunTpIlzbmjZtKtpaKxpJSUmYmJhgbm7+TiOmlJQUoqKiiIyM5O+//yY7O5tatWoJ1fEe\nPXpQrVo1Qc/a09OT9PR0zM3NuXDhApqamvj6+r7zO5GYmMiQIUPeOaysTnjV/Gd59Qr8/WHjRgUx\nMRp8+WUOZmYJDB+eTM2ashLHXbVqFWFhYQQEBBAfHy8kd48ePeKTTz6ha9euxWrs/7fy9OlTRo4c\niUQiITk5mTNnzvD69Ws+//xz4fPR19d/7837nygUCoyNjenZsycLFixQ4erLnidPniCRSJg8ebLo\nlU+ZTMbYsWOpWbNmsYbjVCH9tmHDBsLCwoQeyrLkyZMneHh4cPjwYb766iscHR3fO9yqKpSDU7/+\n+itGRkZv/V4ul3PkyBHc3d1JSEjAxMQEW1vbImnGKofj+vfvz08//aSK5auc3NxcBgwYwMSJE7Gx\nsREtrpOTEzk5OWzatKnUsZR295GRkVy4cIHc3Fy+/PJLYfCtrN0sy4LiGDHNnz+fuLg4vv32WyIj\nI4mPj0dLS4vmzZuTnJwsyFXa29vzxRdfcPHiRaZOnfpe5R1l1f9dw8rqhFfNfx6FAk6fzh9yCwgA\nDQ0FRkYpSCSJtG//utjxkpOTMTExwcTEpIDUysOHD4Xd/8WLF4vc2P9vJSAggHXr1nH8+HGqVatG\nXl4ely5dEj6jhw8fUqlSJbp06SJ8Rl9++eV7Y96/fx+JRKKSAa+KwPr16wkJCSE0NFT0QZmIiAi+\n//57NmzYQJ8+fT74eFVJv0kkEvT09ESxLC0q6enpeHt7ExAQQI0aNZg+fTrDhw8v1+/jrFmziI+P\nJzAwsEBidPbsWZydnbl16xbfffcdM2fOfKdt8LvYtWsX69evZ/fu3TRv3lzklaueM2fOMGPGDPz9\n/WndurUoMbOzszE0NMTOzo5x48aJElNJVlaW0NcaFRXFixcvytzNsix49eoVpqam9OzZ871GTFKp\nlIEDBzJmzBimTZsG5Csdubi48OjRIzQ0NFAoFDRu3Fi49nfp0oUff/yRuLg4goKCCt0szJkzR1BR\nKQx1wqtGzRskJoK3d37y+/ChBu3avUYiScDIKIXKlYv+77xlyxZBuqgw/cZXr14VubH/34qjoyN5\neXl4eHgU+vtHjx4V2CDk5eXRpEkT4QLYuXPntyZ7/fz88PDwIDw8XNTp+YpCeno6xsbGDB48mPnz\n54saW6FQYGdnR0pKSpGG41Qh/fb48WOMjY35/fff6d+/vygx30dOTg579uxh27ZtyGQyoSWgIrQd\nxcfHM2bMGGbNmsXYsWO5c+cOrq6uREVF0aFDB5ycnEqsPVva4bjyZu3atZw4cULUtiXlhi8oKKjY\nG4jiUF5ulmVFUYyYlNVaX19fatSogZubG8eOHaNFixY4OjrSpUsXzp8/L3xGyg2Crq4u58+fx9bW\nVkiUleTm5mJoaIiNjQ2TJk0q9HXVCa8aNYUgk8Hhw/mavocPw2efyRkxIgkzs0SaNMn54POzsrIw\nNjame/fuhTbPv8n7GvuVF8A2bdr8qyZ/i1tNef36dYENQmJiIlWrVkVfX1+okNStWxc7OzsqVaqE\ni4tLGbyL8mH79u24ubkREBAgek+g0s63KMNxqpB+2717Nxs2bCA8PFylwz5yuZywsDA8PDxITEzE\n1NSUKVOmVDh5qRUrVnD8+HF69+7NkSNHaNy4MTNnzqR///6lTvSOHj3K//73v4/CuvmfmJqa0rVr\nV1FbMlauXEl0dDShoaFl2sKidLOMjIwkOjqa9PR00d0syxKpVMro0aNp2LDhO42YXFxc+OOPPxg0\naJCgZz19+nSGDRv2VqKvUCi4e/eucH+8fPkyAC1bthQGw3V1dTl37hwzZ85k165dtGrVqtDXVSe8\natR8gPh48PSELVsUpKRo0LNnBhJJAn36pPO+IlhISAgrVqwo9vDNm4390dHRZGZmUqdOHeECqGzs\n/5j5+++/mTVrVomqKQqFglu3bgnJb2xsLAqFgtatW3Pnzh2srKxwdHT8V20Q3iQnJwczMzPatWv3\nXjmfkvLTTz9x8eJFgoOD31npVJX0m4ODAzKZDHd3d9Fi/hOlGcPt27fp378/M2bMqJDDRJmZmbi7\nuxMQEEDlypVxdHTE1NRUtDYLuVwu/O18fX0/mgHPhw8fYmpqytq1a+nbt68oMRUKBSNGjKBv377M\nnTtXlJglQelmqZz7uHPnjihulmXNn3/+yZw5cwo1YsrOzmbEiBG8fPkSHR0dJk6cyNixY4t8Infv\n3j0sLS1p3LgxKSkppKenU6NGDWrWrElqairBwcHvVO1QJ7xq1BSR7GwICMiv+p49q0GDBrmYmCRi\nbJxEnTrStx4vlUoZO3YsderUwcPDo0QXKalUypUrV4TkLj4+Hm1tbTp37lxg8reiXwD/yW+//caZ\nM2cICQkp9dpTU1OJiopi7969xMTEAFC7dm1hg9CzZ8+PfoPwTw4ePMgvv/yCt7c3enp6osZ+8uQJ\nZmZmTJkyhcmTJxf6GFVIv2VlZWFoaMiMGTOwsrISJeab3Lp1C1dXV06fPo2enh5OTk6iSamJSV5e\nHkFBQWzZsoXs7Gzatm3L9evXizQIVFyUihi//fYbAwcOFDW2qvD392fjxo2Eh4eL1noSFxfHmDFj\ncHV1xcDAQJSYYvD8+XMh+S2Nm2VZo1AosLW1JSsrSzBiUupZu7m5kZycTK9evViyZEmJjGWUw3GB\ngYEkJSURERGBn58feXl5aGpqoqenJ5yOtmjRQrjHqBNeNWpKwIUL+X2+u3aBVAr9+qVibp5Ip06Z\nvJm/nTp1ih9++AFnZ2d69+5d6td98uSJcAE8f/48ubm5bzX2V/TJX4VCwfDhw+nXr1+xHO8+xJIl\nS4iNjWXBggXC8Zdy8rdTp07CZ9SsWbOPboPwT+RyOePGjePTTz9ly5Ytor+fdevWsW/fPkJCQgo9\n5leF9Ntff/3F7Nmz2bt3r6gV1+fPn+Ph4cGhQ4f48ssvcXR0LGDGUFFQKBQcO3YMNzc3nj17xsiR\nI5k2bRpVqlTB2NiYPn36FGqGUFqUw3FBQUHvdLuqSNjb26OlpYWrq6toMX18fNiyZQvh4eHv1Xgt\nT3Jycgq4WT558qRIbpblRUxMDDY2NixevJhatWoJetZt2rTh9u3bnDhxosSFiFevXmFiYoKBgQFL\nlizhwYMHmJmZ8fPPPyOVSoUNQnZ2Ng0aNBCKQw0bDmHMmK/VCa8aNSUhNRV8ffOrvnFxGrRsmYVE\nksCQISlUrSpHoVAwbdo00tPT8ff3F3UQITs7m3Pnzr3V2P9mX2u9evVEez2xUFZTCjvuKilyuZwh\nQ4YwdOhQnJychJ8/ffq0wAYhJyeHL774QrgAdu3atcLe4D7E6dOnmTlzJmvWrOG7774TNXZaWhrG\nxsYMHTqUefPmFfidqqTfVqxYIegMi8HLly8FM4Zq1aoxdepUjI2NK6QSyoULF3B2dub69et88803\nzJw5s4C1cGBgIL///jv+/v7v7E8sKXfv3mXs2LH88MMPjBkzRtTYYvPq1SsMDQ35/vvvRV3rlClT\n+Oyzz1i3bp1oMVWJQqHg/v37Bfpa3+VmWZ5Mnz6dmJgYcnNz6dy5M05OTnh5eYki/fbmcNz58+dx\nc3MrUPXPycnh4sWLwmf05MkTPvlEh9xcDy5cmKROeNWoKSlyOZw4kV/13bcPKldWMGxY/pBbdvZ5\nJk6cyM8//8zIkSNV8vr/bOyPiYlBLpfTunVrIbnT1dWtEJO/Pj4+bN26lfDwcNGq0cphq/cN4GRn\nZxeY/H3+/DmVK1eme/fuwmck9pGxqpk5cyZPnz4lICBA9Jubr68v7u7uBAYG0qRJE+HnqpB+U1b9\n+/fvz+zZs0sVKzc3VzBjyMnJYfz48YwbN65COl7dvXuXjRs38vfff9OuXTscHR0LdVeTSqVYWFjQ\nuHFjlQxkLl++nJMnT7Jv374K3f5z8uRJ5s6dS2hoqGga5hkZGQwcOJD58+cLFrYfG5mZmQXcLFNS\nUgQ3S2XxQxVW2O/i6dOnuLu7c/jwYQCGDx/OL7/8IvT+iyH9pvxONGrUCLlc/t6qv0Kh4MGDBxw4\ncBkfH3MuXNBTJ7xq1IjBo0fg5QWengoSEjTo0uUleXljeP78PCEhwWXSc5Weni5M/kZFRQmN/b16\n9aJ3794YGBiIJiVVXGxtbalRowZr164VLebmzZvx9/fn+PHjRUr83twgREZGEhMTg0wmo2XLlkKF\nRFdXt9wrJB/i1q1bjBs3jvnz5yORSESNnZ2djZmZGbq6uqxatUr4uSqk327fvo2lpWWpqv5yuZyj\nR4/i7u7O8+fPGTVqFNOmTSuSGUNZk5iYiKenJ/v376dhw4bMmDGDAQMGvHfQ8sSJE8ybNw83Nzd6\n9Ogh+nqMjY2xtLRkxowZosYWk2XLlnH58mX27t0rWswjR47w008/ceDAgY9uw1sYhblZamhooKur\nK5qb5bt4U8+6evXqTJ8+nZs3b3LkyBFCQ0OJjY0VVfpNuQHS0tJi1qxZH6z6q3t41ahREbm5EBqa\n3+5w6lQ80JZu3eawePEYGjTIK7N1yGQyYmNjheTu9u3b723sVyXp6ekMHDiQBQsWYGJiIlpca2tr\nvvjiC3777bcSPT8jI4Po6GihQqLcICgrJAYGBmVaISkOv/zyC9HR0YSEhIhexTxw4ACLFy9m27Zt\ndOjQAUAl0m/btm3D29u7xFX/8+fP4+zszI0bN/j2229xcHDgq6++Em19YpGZmcmOHTvw8/OjcuXK\n2NraYmZmVqT3rFAomDx5Mjk5OezYsUN0FRIPDw/8/PwIDg6mfv36osYWA4VCwZAhQxg0aFABQ5/S\nsmjRIuLi4ti1a5doMSsSSUlJBQbfXr16VSo3y8LIyckhICAAb2/vt/SsU1JSMDY2xsTEhJycHFGl\n3xQKBRKJhAcPHhASEvJBYyJ1wqtGTRlw7RpYW/9IbGx1pNIFfPttOubmCXTv/pKyVs968eJFgQvg\nPxv7u3fvrrIq9OHDh1m4cCGHDh0Srb84OTmZQYMGsXjxYoYPH17qeDKZjGvXrgmtD8oNgq6urrBB\naNWqVYUZenr+/DmmpqZMmDDhLTH20iKTyRg/fjxVqlTBy8tL6KGcPXs2FhYWor3O5MmTqVWrFmvW\nrCnW8+Li4nB1dSUyMpL27dvj5OREF7HvZCIglUoJDg7Gy8uL169fM3bsWCZMmFBsfdXLly9ja2vL\nsmXLGDJkiKhrzMzMxMTERGXDcaXl5s2bjBs3Dg8PD7p37y5KTJlMhpGREaamphW6si0WYrhZvolc\nLufw4cO4u7sLeta2trZvmSYpjZhq1KiBoaGhqNJv33//PRERESxZsoRhw4a983EvXrxg7VofTpyY\ny4UL3dUJrxo1qublS9i5EzZuVHDtmgZNm+ZgZpbA8OHJVK8uK/P1FNbYr6OjQ9euXYULYKNGjUR7\nvUWLFnH37l38/f1Fi/nHH3+wdOlSjh49WiKJmw+RkJBQYIOQlZVF/fr1BdkzfX39cnfmcnFxITAw\nkJCQENGP8N8cjpPJZMyfP5/9+/eL9n+RlpaGkZER//vf/z5odqEkISGBTZs2ceDAARo1asTMmTMx\nNDSsMJsQJQqFghMnTuDm5sajR48YPnw406ZNK9XR+dy5c7l58yZBQUGiD1wGBASwevVqdu3aJZrc\nnFhs2bKFHTt2cPz4cdHUJJRKAlu2bCmxa93HTEncLJWcOXMGZ2dnbt++Tb9+/ZgxY8Y72xSysrIY\nOXIkqampokq/KYeVq1SpQm5uLsHBwW99JzIzM/H19cXf3x8dnapkZGzlwgVjdcKrRk1ZoVBAZGT+\nkFtQEGhpKRg0KAVz8wTatMkqpzXlN/YrL4CXLl0SJn+V1d+OHTuWuK9VWU0xMzPD3t5etHXPnz+f\nFy9e4OPjI1rMd5Gbm1tgg/D48WM++eQTunbtKnxGYg3TFIeXL19ibGyMoaEh//vf/0SPP2PGDJ4/\nf46uri43btwgICBAtNjKqn9YWBiff/75ex/75s3r008/ZcqUKZiamlZIOa3Lly/j4uJCTEwMvXr1\nwsHBQRSFhfv37zN69GgcHBxKPfjzT1Q9HFcaJk6cSL169UQ1W3F3d2fv3r0cPXq0Qgz0lidFdbO8\nffs2rq6uREdHF0vPeu7cuZw8eZKtW7eKpn9948YNxo8fz+LFi1m2bBkzZszA2toayK9m7927Fy8v\nL7Kzs7GyssLQ8AesrNqrWxrUqCkvnj+HrVth0yYFjx9r0KHDK8zMEhg4MBUdnfL7CmVmZnLmzBmh\nrzU5OZlq1aphYGBA79696d27d7EqqleuXGHy5MmimiVIpVIMDQ0ZP348tra2osQsKm9uECIjI7l4\n8SIymYxmzZoJFZJOnTqV2eDbzp07cXFxYffu3aL3r968eVNobTA1NS0g/VZaFi5cyL1799i5c+c7\nH6O8eW3ZsoWsrCysrKywtraukIoC9+/fx83NjZMnT/L111/j6Ogo+pDZypUrhUEgsYdPw8PDmT9/\nPu7u7ujr64sau6SkpqZiZGTEokWLRFW6sbS0pHnz5h+0f/+v8S43yxo1apCenk79+vX54YcfimVx\nbWtry+3bt2nXrl2JjZj+iZeXF35+foSHh7N27VrCwsIICQnh/PnzbNy4kWfPnjFixAimTZtGvXr1\n1D28atRUFKRSOHgwf8jt2DENataUMmJEvrRZ48a55bo2uVzOzZs3hcrm9evX0dDQoH379kJy96HJ\nXzc3N0JCQjhy5Iho1RSlU5Sfnx9t2rQRJWZJKWyDULVqVWHwrVevXm/1tolJbm4uEomEVq1aiaqA\nocTJyYnIyEjRTFTg/1f9JRIJdnZ2b/1eoVAQHh7Oxo0befr0KcOHD2f69OkVUl86KSkJLy8vQkND\nqVevHvb29gwaNEglFtfJyckYGxsjkUhE3XxA/mduY2NDXl4e27dvrxAW3crhycOHD4vWspOQkMDQ\noUNZvnw5gwcPFiXmv5GXL1+yadMmgoKC0NLSQkNDg5ycnGK5WSql30xMTAgKChLtGjJhwgQaNGjA\nqlWrSE5OZuTIkVSrVo3k5ORC9axVmfBWbD0fNWoqGNraMGoUjBqlwZ07sGmTNtu21cfPrz69emUg\nkSTSq1c65XHypqmpSbt27WjXrh1Tp04lOTmZqKgoIiIi2LFjB5s2baJu3boFJn//qRgQGRmJgYGB\nqEeHERER1K1bl6+//lq0mCWlWrVqGBoaYmho+NYGYcmSJQC0a9dO2CC0adNG1GTik08+wd7enoUL\nF3Lp0iU6d+4sWmyAJk2aEBkZydWrV0VLeK9evUp6ejp9+vR563eXLl3C2dmZ2NhYevfuzZo1aypc\nXynkHwX7+fmxY8cOtLW1cXBwwNzcXKWGJnXq1MHa2hpvb2/Mzc1F7bPX0NDAyckJW1tbjh49WiGS\nwcjISNq1aydqf3pkZCSampoVykq4IvFPPWsbGxvGjRuHjo4OMTExwlzDgQMHPuhmGR0djUwmY8KE\nCcTHx+Pi4kLPnj1LdS9ISUnh+vXrSCQS4uPjcXV1JScnh9zcXJUMdX4IdYVXjZpS8vo17NmTP+R2\n8aIGjRrlYmqawKhRydSqJS3v5QH5x81XrlwRkrv79++jra1dYPJXR0eHYcOGsWLFCgYNGiTaa0sk\nEjp27MiiRYtEi6kKkpOTBdmz6OhoXr16RZ06dYQKSY8ePUQ5npfL5UyYMAEtLS22bdsm6hCXtbU1\nr169IiEhQbThuMKq/vfu3cPV1ZVTp07Rtm1bHB0dRZvKFxOpVMq+ffvYvHkzGRkZjBkzhokTJ5aZ\nvvXr168xMTFBX1+fZcuWiR5/zpw53Lp1i71795arXblUKmXAgAGMHTtWVBWS2bNnk5aWxtatW0WL\n+W+guHrWz549E5Lfc+fOFepmuXz5ckH6LTY2VhQjJmXVf8iQIRw5coSGDRtia2uLq6sr+vr6hbap\nqFsa1Kj5SDh3Ln/IbfdukMlgwIAUJJJE9PReUZGG0x8/fiz0fp0/f568vDxq165NSkoKq1evpk+f\nPqIMGT1+/BhjY2N+//13+vfvL8LKywapVMrly5eFm8S9e/fQ1tamc+fOwk2iadOmJU5WlW0eK1eu\nZMCAAaKsWSn9Nn/+fDw8PAQt5dIyduxYWrVqxdKlS0lKSsLT05N9+/bRoEED7O3tMTIyqhBH6m+i\nUCj466+/2LhxI/fv32fIkCHY2dmJWmUtKsHBwfz6668qaelR5XBccbhw4QLTpk3D19eX9u3bixIz\nNzcXQ0NDbGxsmDRpkigx/w38U8965syZNG/evMjPV7pZKq9tz549o3LlykilUrp3785PP/1EgwYN\nWLBgAVeuXCE4uGRGTK9evWLixIncv3+f6tWrM3nyZCQSCZ988gkhISGsWLGCHTt20LZt2wLPUye8\natR8ZCQng49PfvIbH69B69ZZSCQJDB6cQpUq8vJeXgGysrI4e/Ysq1evJjk5mby8PKpUqUKPHj2E\n5K6klcLdu3ezYcMGwsPDK6RtbFF5/PgxkZGRwgYhNzeXxo0bC9XxLl26FLvC5uTkxMOHDwkICBBl\nc/Gm9NvBgwdxdXVlz549pXJLev78uWA5+vTpU3bs2MEnn3zC5MmTMTc3L9eq4ru4evUqzs7OXL58\nGX19fRwdHcu1d1wqlTJmzBjq1auHm5ub6LJsv/32G8eOHSM0NJTq1auLGruoODs7c+jQIcLCwkTb\n/Cil9nbt2iWKcsbHTlxcHBs3biQiIkI0PWuFQkF8fDxBQUEEBgaiqamJXC6nVatW6OnpERoaytSp\nU5k8eXKRY0qlUkJCQti8eTOpqal07NiRDRs2FNCzlkqljB07ljp16rw1HKfKhFdr8eLFi8UNqUaN\nmipVoFcvcHDQoFcviI/XZtu2GgQE1CMxsRJffJFDzZplr+lbGJUqVaJhw4Zs3ryZKVOmMGvWLGrX\nri0cle7YsYNTp06RkJBA5cqVqVu3bpFv2p6enjRo0EBUx7byoHr16ujq6jJkyBAsLS3p0KEDMpmM\nU6dOERgYiL+/P9euXeP169fUqVOnSMl9q1at8PHxoVatWujq6pZ6jd7e3lSpUoWxY8fSpk0bDh06\nxN27dzEyMipxzLCwMKKiorh8+TLnz59n9OjRrFy5ku7du1c4iaiHDx/y66+/sn79eqpVq8aSJUuY\nNm3aB2XUVI2mpib169dn27Zt6OnpFcs0oCi0bdsWf39/cnNzS2z5XFrWrVtH165d6devn2gxd+/e\nTWJiIjNnzqxw2s1lSUJCAuvWreO3335DJpPxv//9jx9++EGU0woNDQ1q165NTEwM8fHx/PHHH7Rt\n25ZXr15x6tQpsrKyOH/+PHFxcchkMj7//PN3VnsVCoVgIxwWFkbHjh15/Pgxq1evfksGUlNTkwYN\nGrBt2zZ0dXVp0qSJ8LuMjKrs2VODadOgYcNSv8WC71dd4VWjpmx48AA2b4bNmxUkJWnQvftLJJIE\n+vZNo4xUsd5JdHQ0Dg4O7N69u8DQUVpaWoG+1oyMDGrVqoWBgYFg5/suJ6qsrCwMDQ2ZMWMGVlZW\nZfVWyhSFQkFcXJzQG3316lXkcjmtW7cWqr/t27d/Z3K4dOlSTp06RWhoaKn6gwuTflNq55ZEsF+h\nUPDnn3/y888/k5WVxbBhw7CzsyuVGYOqSE1NxcvLi71791K3bl3s7OwYMmRIhUrIFQoFU6dOJTMz\nEz8/P9HXtnnzZnx8fNi7dy8Nxc4SPsDTp08ZOXKkqO05CoVC6H1WhWb1x0BmZibbt29n586dVK5c\nmSlTpmBmZqYSPevCpN9kMhlnzpxh9uzZVKtWjdTUVDQ1NenQoYNwbWvZsiUaGhoF9KwNDAxwcHAg\nLCzsvVV/hULBtGnTSE9Px9/f/tu8VAAAIABJREFUX/hOqFsa1Kj5F5GTA8HB+dJmkZEa1KuXh7Fx\nIiYmSXz+eV65rGn16tX8+eefHDhw4J3VFKlUSmxsrJDcxcXFoaWlRceOHYXWh+bNmwvP/+uvv5g9\nezZ79+6ladOmZfl2yo20tDROnz4tbBDS09OpWbNmgQ3Cm8fOL168wNTUFCsrq1IZfRQm/SaXy7G2\ntqZSpUp4e3sXuUp25coVnJ2diYmJQVNTEwsLC+bMmVPitamK7Oxs/P398fX1BWDSpEmMGTNGZZbb\npUU5CCSWvfabKIfjevTowdKlS0WN/SECAwNZs2YN4eHhomkuP3jwADMzM9atW8e3334rSsyPhby8\nPMHiOisrC0tLSyZMmKAyPesPSb/5+Pjg4eHB5s2buXfvHhEREZw5c4asrCzq1KmDjo4OT58+pWXL\nlnz//ffCKYOFhQXt27d/rwV2YcNx6oRXjZp/KTEx4OEBO3YoyM6G775Lw9w8ga5dM8tsyE2hUGBs\nbEzPnj2LNeT0/PlzYfDt7Nmz5OTk0KhRI8Hw4sSJE1y6dImQkBAVrr7iIpPJuHr1qjAccufOHbS0\ntNDT0xM2CC1atMDd3R1/f39CQkJKrF27YcMGDh8+TFhYWIHE9ty5c9jZ2bFq1SoMDQ3fG+PBgwds\n3LiRkydP0rp1awYMGIC7uzt79uwpoJNZ3shkMg4cOMCmTZtITU3F3NycyZMnU7NmzfJe2gf58ccf\nuXr1Knv37hU9Md+7dy8rV65kx44dZdqz7OTkRE5ODps2bRIt5s6dO3FzcyM8PLzcLcHLCqWetZub\nG48fPxbMGOrXr6/S1w0JCRH6wAtTL8nOzsbMzIwOHTqwcuVKIF/14ffffyciIgJNTU1kMhmffPIJ\n3bp1o3fv3rRq1YqpU6cW6brzz+E4dcKrRs2/nIwM2LEjv+p744YGX32VjZlZAsOHJ1OtmmqH3O7f\nv49EImH9+vV88803JYqRnZ3NhQsXhAT46dOnADRq1Ahra2v69OlTIY/Dy5Lnz58XkAbKzs6mQYMG\n9OjRg+PHj/Pdd98JWsDF5X3Sb46Ojjx69IjAwMBCHeWSk5PZsmULwcHB1K1bF3t7e4YMGcKaNWv4\n+++/2b9/f4XooVQoFERGRuLi4kJ8fDxGRkbY29uXi010SXn06JFg4DFx4kRRY0ulUkaPHk2DBg1w\nc3MTNfa7yM7OxtDQEDs7O1FVIuzt7dHW1q5w1smq4p961g4ODmWmZ10U6TelvNimTZu4dOkSO3bs\nQEtLCxsbGywsLAoUPy5evIhUmi/HaWFhQf/+/d/rZvn48WMkEgnTpk1j0qRJ6oRXjZr/CgoFnDqV\nr+4QHAyVKikYPDgZiSSRr7/OUslr+vn54eHhQXh4uChVJ+Xwwrx582jZsiX37t1DJpPRokULofer\nQ4cOZWbnWxHJyckpsEF48uQJAJ07d8bIyIg+ffoUuRdTKf22evXqQoeG4uLiGDt2LHPnzsXCwkL4\neVZWFjt37hScumxsbBg9ejQ6OjpC1b9Xr17Mnz9fnDddCq5fv46Liwvnz5+nS5cuODk5iSZ/Vdas\nXr2aAwcOsG/fPtGr0n/++Sdz5sxh48aNZTLAFhERwffff09QUFCp1EDe5NWrVxgaGjJr1ixGjx4t\nSsyKyv3793F1deWvv/6iTZs2ODk5lamedVGl33JycjAxMSElJQUNDQ1Gjx7NpEmTCq0IZ2ZmMm3a\nNJKTk1EoFEVys1y7di379+8nNDSUzMzWaqc1NWr+C2hoQN++0LevBs+ewZYtGmzaVJeQkM/p2DET\niSQRQ8NUPvlEvH1qREQEXbt2Fe2IVUNDg/v37/Ppp5+yfft2cnJyhL7W/fv34+vrS/Xq1QtcAD+G\n42gx0dHRoVevXvTq1UsYfJs+fTrx8fGsWbOGVatW0bx5c/r06UPv3r3p2LHjOzcIERERaGtro6+v\nX+jvW7ZsyfDhw/Hy8mLo0KFUrlyZP/74A09PT9LT07GwsGDSpEkF/gb379/nyZMnorm1lZQnT57g\n7u7OkSNHaN68ORs2bKB3794VouJcUmxtbTlw4ABbt25l9uzZosbu27cvnTp1wsXFpUyUNCIiIvji\niy9E7dE/c+YMUqm0UGe/fwtJSUls3ryZffv2Ub9+fZYvX14uetYXL14kKyvrnZ+1QqHg1KlTuLq6\nkpCQAMBPP/30XtUdbW1t7t+/j52dHZaWlty6dUuY+1D2l7dt27aAm+XkyZPZv38/W7duZfToVeK/\n0f+HusKrRk0FRyqF/fvzq77h4RrUqiVl1KhETE2TaNQot1SxMzMzMTQ0ZPbs2QWqf6XFxsaG2rVr\ns2bNmgI/l8vlXL9+XbgA3rx5E01NTXR1dYW+1tatW3/UCU1JOX78OD/++CPr168nJyeHiIgIoqKi\nSElJoVq1ahgYGAj90bVq1RKe5+DggEwmw93d/Z2xlcNx3377LXFxcdy7d4/BgwdjZ2fHF1988dbj\nlVbUYlX9i0taWhre3t4EBARQs2ZNpk+fzvDhw/81pwLe3t5s3ryZoKAg0Vsyrl69yqRJk1QyHPcm\nCoWCESNG0LdvX+bOnSta3KVLl3L16lUCAwNFi1lReP36NTt27MDPz49KlSqVu5712rVrOXHiRKHD\nyrGxsTg7O3Pp0iW6d++Oo6OjkPju3r37nd/Fv//+m1mzZhVa9U9JSRHs7v/pZpmXl8fRo0fZuPEk\n9vbfqiu8atT8F9HWBlNTMDXV4OZN2LRJGx+fBvj6NqBPnwwkkgQMDDIoSXHg9OnTyGQyUaspaWlp\nxMbGFionpExudXV1mT59OklJScKxvq+vLx4eHtSrV09I7PT19alSpYpoa6vIGBoaoqury+bNm/H1\n9WXAgAHCBkHZ+7t48WI0NDRo3749ffr0oVu3bly4cIGZM2e+N3ZiYiI1a9bk2LFj6OnpFepw9CYR\nERF07969zJPd7Oxsdu/ejY+PDwqFgilTpmBpafmvG1yytLQkMDAQd3d3fv31V1Fjd+jQAUNDQzw8\nPBgwYIDK/oZ3797l+fPnol475HI5kZGRDB06VLSYFQGpVEpoaCheXl68fPlSsLguL6MQJREREW+d\nmDx69Ag3NzeOHz9Oy5YtcXFxwcDAAA0NDRwdHRk3bhz79+/H1NT0nTEbN25caNW/du3aDB8+nOHD\nhxfqZgmwYIEpsBsQR+LuTdQJrxo1HxFt2sCGDbBihQa7dsHGjdVxcqpB48Y5mJomMnJkUrEMLSIj\nI2nevLmolqvR0dHI5fIiHYfXrVsXY2NjjI2Nyc3N5dKlS0ICHBISQqVKlejatatw/PUxDSgVFw0N\nDZycnJgyZQpHjx5l8ODBBTYI06ZNIykpSbhBKKuwkC8l1rBhQ/T19QuYXjx+/Bg3NzeOHTtGs2bN\nqFq1Kl999dV7k93MzEwuX74satXuQ8hkMsLCwvDw8CApKQkzMzNsbW2pXbt2ma2hLKlcuTLTp09n\n2bJlWFlZid6PPGPGDMzNzdmzZw8TJkwQNbaSiIgIKleuXGq3rze5desWycnJ5d5KIxZKi2tXV1ce\nPnzI0KFDK4ye9YMHD3j06BGzZs0C8vWst27dSlBQELVr1+aXX35h6NChBdpi2rRpw5AhQ/D09GTw\n4MFvFSMUCgURERH069fvg6d02tradOvWjW7duuHk5MSTJ0/YtGkTYWFhwFVUkfCqWxrUqPmIUSjg\nzJn8doc9ewAUDByYirl5Au3bv36vtJlcLmfw4MEMGzYMJycn0db0008/cf/+fXbu3FmqOA8fPhRa\nH5STv02bNhWS306dOqlEhL28mT17Nnfu3CEoKOi9R515eXnMnTuXK1euULt2bR48eEClSpXo3Lkz\nXbt25eHDhxw5coTatWszffp0hg0bRmBgIOvWrWPXrl3vlBpTtlYcOHCgTG7M0dHRuLi4cOfOHcGo\n5E3npX8rMpmMsWPHUrNmTTw9PUVv4/n99985dOgQoaGhKumRnzJlCp999hnr1q0TLaaXlxc7d+7k\n+PHjH337SkxMDM7Ozly5coUePXrg6OjI119/Xd7LElBKvx08eJDQ0FB8fHyAD+tZP3v2DFNTU2xs\nbJgyZUqB38XFxTFmzJgSD03KZDKmTp3NlStzuXBhpOgtDWXbIa1GjRpR0dCAnj1h+3YNHj/WYNky\nTWJjazNxYlusrdsSGlqH7OzCb6Q3btwgJSVF1CNJqVRKdHS0KDGbNGmCpaUl7u7uhIeHs3r1ajp1\n6sSRI0ews7NjwIABzJs3j/3795OUlCTC6isGDg4OvHjx4oM9jNra2ty5c4fhw4ezd+9eQkJCsLe3\n59mzZ3h4eHDw4EGqVq3Kd999R/369ZHL5ZiZmdGwYUM2btz4zrgRERG0aNFC5cnuzZs3mTFjBg4O\nDlSpUgVvb29WrVr1n0h2AbS0tHB0dOTixYtERkaKHt/W1haFQoG3t7fosTMyMoiJiRF9sCwiIoKe\nPXt+1MnugwcPmDdvHjY2NmRlZbFx40bc3NwqVLIL+Z/1l19+iZWVFZ6enowcOZJ9+/YxceLE97bB\nNGzYkDFjxrB9+3aSk5Pfivnpp5+WuOqvpaXF4sU7gZElev6H+Hj/q9SoUVOAzz+HefNg9mwNjhwB\nN7dPWbGiKS4uXzJsWBISSSJNm+YIj4+IiKBatWp07NhRtDXExsaSkZEh+o2watWq9OvXj379+qFQ\nKITJ38jISJYtW4ZCoaBdu3bC4Fvbtm3LfOJZLJo1a8aoUaPYunUrI0aMeGef3507d3jx4gV9+vRB\nJpNx6dIldu3aRXJyMmZmZujp6XH58mVOnjxJQEAAVapUoUePHvTo0YPg4GDOnz9Pt27dCsSUy+VE\nRUUxYsQIlb0/ZUIeFhZGkyZNWLNmDX379v1PDir27t2bbt264eLiInqiV7t2baytrfHy8mL06NGF\nDieWlOjoaGQymaitBykpKVy/fh1zc3PRYpYlKSkpeHl5CXrWixcvrnAW15DfdnDixAnOnTsHwMCB\nA5kxY0ax2sUmTZrEvn378PLy4scffxR+HhERgb6+frkN4X0IdcKrRs2/DC0tGDoUhg7V4N498PTU\nYsuWeuzaVZ8ePTIwN0+gT590IiMjMTAwEPUmGxERQc2aNWnXrp1oMf+JhoYGbdq0oU2bNtja2pKa\nmipM/u7evRsvLy9h8rd379707NlTZbacqmLq1KmEhYXh4+ODo6NjoY+JiIigSpUqZGdnY2lpyd27\ndxk4cCD29vZ8+eWXAAwbNgyFQsHt27eFDcLJkycB+P7777GysuKbb76hXbt2aGpqcv36ddGr/koy\nMjLYtm0be/bs4bPPPuPHH39k1KhRH3U1r7QoB4Gsra05cOAAxsbGosa3srIiKCgId3d3VqxYIVrc\niIgIWrduLaoLWFRUFAC9evUSLWZZ8E89a3t7e0aPHl0hLa7f1LMG3qnd/SGqV6+OjY0Nrq6ujBkz\nhmbNmpGenk5MTEyx3DrLGnUPrxo1/wGysyEoKN/J7fRpDerWfUxS0pfMmbOMMWOGiPY6Y8aMoXXr\n1oLeYlkjlUqJiYkRen/j4+PR0tKiU6dOQu9vs2bNPopqoqenJ76+vgQHBxfaXjB27FgSExNJS0uj\nc+fOODk5oaur+8G4aWlp+Pv74+3tTeXKlcnOzqZWrVr06tWLrKwszp07x7Fjx0RLRHNzcwkICMDb\n25u8vDzGjx/PuHHj/jPqG0Xhp59+4uLFiwQHB4uuSBEaGsry5cvZvn27KBtRmUyGkZERpqamzJgx\nQ4QV5vPjjz/y7NkzfH19RYupSqRSqWBxnZ6ejrm5OTY2NhVSU/xNPeuvvvqKzz//nISEBIKCgkoc\nMycnB4lEQps2bVi9ejWHDx9m4cKFHDp0qMQW6YBKndY+zjM/NWrUFIvKlWHcOIiO1uDiReje/Sbw\nGevXT2XBgq+4eLEapd36Pn/+nLi4uHIVjNfW1qZLly44OjoSEBDA/v37mTNnDpUrV2bTpk2Ym5tj\nbGzM77//TlRUFDk5OR8OWk6MGzeOzz77DA8PjwI/f/r0KfPmzePOnTtoa2uzbt06Nm/eXKRkF6Bm\nzZrY29vz7bffUrt2bdzd3Rk5ciQ3b97kxIkTZGZmYm9vz/bt24mPj6ekNRG5XM7hw4eRSCS4uroy\ncOBAQkJCmDp1qjrZ/Qf29vakpqbi7+8veuzhw4fTvHlznJ2dS/y3fJNr166Rnp5eYXv/VY1CoeDv\nv//G0tKS5cuX061bN4KCgvjhhx8qXLKblpbGunXrkEgkXLhwgYULF7Jz507u3r1bYht5JTo6Otjb\n23Py5ElBXqx169alSnZVzX/3LEmNmv8onTvDoUMDSExMxt+/Em5uCqZOrU2LFllIJIkMGZJMtWry\nYseNjIxES0sLAwMDFay6ZDRq1Ahzc3PMzc3Jzs7m/PnzREREcOrUKQICAqhcuTLdu3cXqr9iHtGW\nlqpVqzJlyhRWrVqFpaUlDRo0EMwYdHR0APDx8SnxcJmDgwOjR48mLi4OBwcHxo4dK6h2pKWl4enp\niYuLC40aNRJ6o4vqyHfu3DmcnZ25efMm3333HS4uLqJZz/4b+eKLL7CwsGD79u2YmJiIKsemra2N\no6Mj33//PZGRkaVOKiMiIqhRo0aRN1hF4fLly7x69arCJ7zXrl3D2dmZixcv0q1bN5YsWfJeib/y\nIjs7mz179rBt2zbkcjmTJ0/GysqKTz/9lBs3bogm/TZo0CD8/PxwdnbmwYMHSCQSEVavOtQtDWrU\n/MdRKODEiXxps337QEdHwdCh+UNuLVtmFznOrFmzePXqFZs3b1bhasVBoVBw9+5doa81JiYGmUxG\nq1atBDvfDh06lPvAiVQqFRzwUlNTkclkWFtbExcXx+PHj/Hz8ytV/BUrVnDixAlCQ0M5ceIEy5cv\n59ixY9SsWVPYICh1f589e4aOjg76+vpCAvzPZDsuLg4XFxeioqLo0KEDTk5OdOrUqVRr/K+QlpaG\nsbExQ4cOZd68eaLGVigUTJ8+ndTUVHbt2lWq/2tLS0tatGjBsmXLRFufs7Mzhw4dIiwsrEIOm76p\nZ92iRQscHR3p1atXhWuNksvlHDp0SNCzNjU1ZcqUKQU2UGJLv509exZ7e3sg30FQT0+vVPFU2dKg\nTnjVqFEj8PgxeHmBp6eCFy806Nw5E4kkgf7906hU6d2XipycHAwNDZkyZYrKhO5VSUZGBtHR0YKd\nb3p6OjVq1MDAwIA+ffpgYGBAjRo1ynRNypaAdevWkZaWxjfffMPChQupUaMGRkZGWFhYMH369FK9\nRlJSEsbGxowePZqHDx+SnJxcqIyVQqEgPj5e2CBcuXIFmUxGy5Yt6dOnD+3atePUqVMcPHiQxo0b\nM3PmTPr371/hEoKKjq+vL+7u7gQGBoouz3bt2jUmTJjAokWLGDVqVIliJCQkMHToUJYvX87gwYNF\nW5u5uTkdOnTg559/Fi2mGKSlpbF161YCAwOpVasWdnZ2DBs2rNw3woVx+vRpXFxcuH37Nv3792fG\njBmFup1NmDCBhg0bsnLlStFee9SoUTx79oy///5bOH0qKapMeNUtDWrUqBFo3BiWLIGFCzUIDQU3\nt6r89FNz6tSRMmpUIqamiTRokPfW8y5cuEB2dnaFP5J8F9WrV2fQoEEMGjQImUzGtWvXhMG3w4cP\no6mpSYcOHYTWh5YtW6o0mTtz5gzOzs7cvn2bfv368fTpU168eEGtWrWIiYkhIyNDlCPJunXrMn78\neHx9fdHS0mLixImFPk5DQ4MWLVrQokULJkyYQEZGBqdPn+bkyZPs2rWLnJwcQT1j9OjRdO3aVZ3s\nloDRo0cTEBCAm5sbq1atEjV2+/btMTIyYtOmTQwaNKhEKgKRkZFoamqK2rb05MkT7t27h52dnWgx\nS4vS4nrbtm1AvmqKpaVlhVReuHXrFq6urpw+fZqOHTu+t8qqKuk3bW1t5HI5+/fvr9CycuqEV40a\nNW9RqRKYm4O5uQbXr4OHhza+vg3w8WnAN9+kY26egL7+S5SnjxERETRs2JDmzZuX78JFQEtLCz09\nPfT09LC3tychIUE41vf29sbNzY369esLx/r6+vqi3Qhv376Nq6sr0dHR6OnpsXXrVjp27EhMTAw2\nNjaEhYVx7949UaXfxo0bx+7du3n58mWRk+hPP/2UlJQUzp49C8CIESOoWbMmZ8+eZfHixYIlsvIz\nat26tToBLgKVK1fGzs6OxYsXc/XqVTp06CBqfHt7eyQSCf7+/tjY2BT7+REREejp6Yl62hEREYG2\ntjb/x957BkRxfv/b14qKKPYeW8SGxIKoqICxgDWolMWKvaG0qDH6i+YbjT0xUaqiqCiKWMGSWDGW\nBRTsGLuJXWkCgtJ2d/4veJgnxgoMRTPXS2b2zJkBds597nM+p1OnTpLZzC8ajYbff/+d1atXk5CQ\ngFKpZMKECVStWrW4XXuNp0+fsmrVKn7//XcaNGjwQXrWhSH9Fhsby7179zAxMWHNmjX079//lfHm\nJQk54JWRkXknRkbg5QVLlijYsgW8vSvj4lKFhg0zsbOLw9o6QWyG+RSDmlq1amFra4utrS1ZWVmc\nP39ezP7u3r2bsmXL0qFDBzG4y4/A/9OnT1m9ejW//fYbDRo04Oeff6Z79+7i82zTpg09e/bE19cX\nfX19zMzMJNtWrVChAoaGhkRHR7/39ycIAkePHsXb25snT54wcOBAJk2a9Epndnx8vLhACAgIYNWq\nVdSqVQtzc3PMzc3p1KmT5NJbnxL9+vUjKCgIDw8P1q5dK+n/VP369XFwcGDjxo3Y2trmKZDLysoi\nKiqK8ePHS+YP5GSNTUxMijVIEgRBHHF9+/ZtrKyscHZ2FvWsSxKpqals2LCB4OBg9PX1mTVrFjY2\nNh9Uj6tSqTAyMpK0KTK3Wfnbb79l9OjRBAYGFrjUqrCQa3hlZGTyhCBAREROk1vO9NurZGe3YsaM\nVQwb1rG43SsyBEHg3r17Yl3r+fPn0Wg0NG7cWGx8MzY2fueL6N8vr0mTJr315XXv3j0cHBzQarUs\nXryY3r17S3Yvtra2JCUl0bp1a7y8vN54zrlz5/Dw8ODq1at07doVFxcXmjRp8k67uQuE3AD4wYMH\nlClThvbt24vlIXmZ8PRf4fTp07i4uLB8+XK6d+8uqe3c5rivvvqKmTNn5tmn4OBgmjZtKokv6enp\nWFpa4uzszIgRIySxmVeuX7+Op6cnUVFRedKzLmqysrLYsWMH69evJzMzU9Sz/tCFglqtxtLSEkdH\nRyZOnCiZX9OnTyc1NZW1a9fi7e1NcHAwISEh1KxZM1/25KY1GRmZEklsLMyde5yNG78mOzuSVq20\nKJVxWFklUa7cf+urJS0tjTNnzoiNb4mJiejr69O5c2csLCwwMzMTMyv5fXlNmjSJ8+fPExoaKlmg\n+ODBA2xtbRk9ejQbN27E29ubzp07i8f/+usvvLy8OHXqFEZGRri5ub02kvhD+fcCQa1W06hRIzH4\nNTY2pkyZMpLc18eOs7MzT58+Zdu2bZJPo8vNvO/cufODs5jLly/njz/+YP/+/ZJlnU+ePMn06dPZ\ntWvXGxusCpPHjx+LI64///xzXF1d+fLLL0vcLpVWq+Xw4cP4+voSGxvLoEGDmDRpEjVq1MiTnbNn\nz+Lk5ERgYKBkUmq5zcoTJkxgzJgxpKWlMWjQIHr27MmcOXPyZVMOeGVkZEo0Gg38/nvOJLdDhxRU\nrqxm4MAE7O3jqV8/q7jdK3K0Wi3Xr18XSx+uXr2KQqHAyMiI2rVrc/nyZRITE7GxsWHy5Mkf/PJy\ndnYmOjqaYcOGMW3aNEl83bp1K56enhw9ehRXV1cyMjLYvHkziYmJrFmzhj179lC3bl2mTp1Kr169\nJJONevHihbhACA8PJzExkQoVKtCpUycxQ169enVJrvUxcv36dUaOHMns2bOxt7eX1HZGRgb29va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YKFhYWoaXvt2jUUCgWtWrUSg7sWLVqgUChEP3744QcGDBhQmLdcoshdIISHhxMeHs6zZ8/Q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\nLlFRUarXNrXStH57Xs1q1arh6uqqWs1nURSFZs2a8d577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o1KiAmzdvagKec+fOoVarsbCw0AQTbdu2rdDqRE5ODr1792bGjBm4u7uX2/7+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\ndu/eXeR3OCcnh7i4OHmwfuPGDdTU1OjYsaO856dZs2YKW+DJyYE//9Rmx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HnkxfOx2AuDVxGAwGs8+r0WjIyckBoEuXLsTGxpKfn49Wq6Vx48Y4OjqafU54lED4+fk9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88PIyMjTExMVDbPpyhUrSltx1YikdC+fXsmT57Mpk2bOHnyJD///DPNmzdn165dTJkyhYEDB+Lp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VuHrq6u0IhtYGCg0iQvFosJCAggOTm5gEJMSXj58iWXL1/GyspKqfFjYmJITU0tdqHZvXt3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\nSH7hAAAAAElFTkSuQmCC\n", "text/plain": [ "Graphics object consisting of 70 graphics primitives" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "s.graphical_surface().make_adjacent(0,1,reverse=True)\n", "s.plot()+traj.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Translation Surfaces:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TranslationSurface built from 16 polygons\n" ] } ], "source": [ "ts=s.minimal_translation_cover()\n", "ts=ts.copy(relabel=True)\n", "print(ts)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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W1glZLCoWSxCnU89nn6Vz882lEbluWxwZRpdfLocjihQPIpdLYfbsvtx0Uym/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wAAAL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\n", "text/plain": [ "Graphics object consisting of 80 graphics primitives" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ts.plot()" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "collapsed": false }, "outputs": [], "source": [ "adjacencies=[(13,2),(15,2),(10,2),(6,2),(2,2),(5,2),(11,2),(7,2)]\n", "for adjacency in adjacencies:\n", " ts.graphical_surface().make_adjacent(*adjacency)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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jdGflaPNmGxYtykZzsw5JSWFcdVUr7r23AWazfLeqamtT8f/+nxqTJh1hXUpC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\nRU5ErkJggg==\n", "text/plain": [ "Graphics object consisting of 80 graphics primitives" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ts.plot()" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "True\n" ] } ], "source": [ "v = ts.tangent_vector(0,(3/4,0),(3+a,1+a))\n", "traj = v.straight_line_trajectory()\n", "traj.flow(1000)\n", "print(traj.is_closed())" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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4j12FB9PHe+iMjAzUanX9PLHVq1c3aZ6YWEkSjEmsIAkGcb9wlJtrw7x5vYiOTqdbNw2A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\nuJgzJ5u6uthed9E8iba2Nvbt20dFRQUAK1asYMGCBX7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"text/plain": [ "Graphics object consisting of 146 graphics primitives" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ts.plot()+traj.plot()" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "a=a=1.41421356237309\n" ] }, { "data": { "image/png": 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4cSI3b96sehLQYeIIqNT169dz7ty5nDx5MtPT05mamsqpU6cyPz9f9TSgo8QRUKmLFy/m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\nEQBAQRwBABT+PxERqEgttFvhAAAAAElFTkSuQmCC\n", "text/plain": [ "Graphics object consisting of 18 graphics primitives" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ts = translation_surfaces.regular_octagon()\n", "a=ts.base_ring().gens()[0]\n", "print(\"a=\"+str(a)+\"=\"+str(a.n()))\n", "ts.plot()" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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tE0eFEEYAUAZxVABhBADlEEctE0YAUBZx1CJhBADlEUctEUYAUCZx1AJhBADlEkcNE0YA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\nRBwBAAwRRwAAQ8QRAMAQcQQAMOT/A5hNnMZBocZNAAAAAElFTkSuQmCC\n", "text/plain": [ "Graphics object consisting of 20 graphics primitives" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "v = ts.tangent_vector(0,(1/2,0),(1,1))\n", "traj = v.straight_line_trajectory()\n", "traj.flow(1000)\n", "ts.plot()+traj.plot()" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "collapsed": true }, "outputs": [], "source": [ "m = matrix([[1,1],[0,1]])\n", "ts2 = m*ts" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "Graphics object consisting of 18 graphics primitives" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ts2.plot()" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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zmD8/g4kTV5Gf33Jsa1JSE263fl3tT0ODQVmZk7w8dg5HW5Zu/d2TkhIXmzYl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"text/plain": [ "Graphics object consisting of 33 graphics primitives" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ts2=ts2.triangulate().copy(relabel=True)\n", "ts2.plot()" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "Polygon: (0, 0), (-1, -1/2*a - 1), (a, 1/2*a)" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ts2.polygon(5)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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zmD8/g4kTV5Gf33Jsa1JSE263fl3tT0ODQVmZk7w8dg5HW5Zu/d2TkhIXmzYl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"text/plain": [ "Graphics object consisting of 33 graphics primitives" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ts2.graphical_surface().make_adjacent(5,1)\n", "ts2.plot()" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "collapsed": false }, "outputs": [], "source": [ "ts2=ts2.triangle_flip(5,1)\n", "ts2.graphical_surface().make_adjacent(1,0)" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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hOFRWeli3LpOzz645pPJgs9kwDOOQPidVDRo0iPPOO4/evXsTDoeZOHEilZWV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\nmERE0FKlWKus9LBuXSZnn11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xMVGS1KmTU+PGHVXTpqVyub5e3hEpF0O/+11m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\nk/TUUweias8FwQEAEOoIEACUne17KNzf/y6NGlWoKVPyFRd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"text/plain": [ "Graphics object consisting of 33 graphics primitives" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ts2.plot()" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Q05PYiBSJKLBYBKqrg7qjSGVlIZjNRq+ajKKqwOioTRcW+vocCIdNMJn0jUit\nrUBTE2C1Gr1qIiJKBQwQRElIiPUbkQIBBYoiUFER1t3kXFPDRqR0JgRw544lfteCHHJ2YmlJbh9U\nViY2ImVmGrxoIiJKWQwQREng1i2gvV0LC52dwPy8PGtUUrKsu2uhri6AzEw2IqWzuTlz/K6F1Uak\nmRm53bR3r0BbG3SNSHl5Bi+YiIh2FAYIom02M6NvRPJ4BCYn5ZBzYWFEd9dCfb0fublsREpnS0sm\n9PY6dTc5T0xojUjNzXJuoa1NhoW9ew1eMBER7XgMEERbaGkpsRFpeFiGBZcrFp9ZWA0LRUURDjmn\nsXBYQX+/U3eT8/CwDUIoyMwUOHJEP+RcUcFGJCIi2n4MEESbJBwGrl3TNyL19ipQVQV2u4q6uoBu\nd2HfvjBMJqNXTUaJRoHBQYfuroWbNx2IRuVQ/MGD+rDgdrMRiYiIkgMDBNHHEIsBXq8+LFy7piAS\nUWA239uIFEB5eZCNSGlMVYGxMZvuJue+PidCIRMURcDt1jciHTwI2GxGr5qIiGh9DBBEDyAEMDio\nb0S6fBnw+2UjUllZOB4WGhv9qK4Owmbjf1bparURaW1Y8Hoz4fPJ7YPycnVlZ0HuLhw9CmRlGbxo\nIiKih8AAQXSPiQl9WOjoAObm5EHzvXuXdXct1NUFkJXFRqR0Nj+fsaY+Vd63sNqItHu3Piy0tAAF\nBQYvmIiI6BExQFBam50FOjr0Q863b8vBhIKC6JohZ3kUKS8vavCKyUh+vwlerzMeFrzeLNy6JRuR\ncnMFWlr0cwslJQYvmIiIaAswQFDa8PuBS5f0YWFwUIaFrKzVRqRAfHehuJiNSOlseVlBf79DFxYG\nB2UjktOZ2IhUWclGJCIiSg8MELQjLS8nNiJ5vbIRyWZTUVsb1F3OVlrKRqR0Fo0Cw8N23V0LN244\nEInIRqSmJv2Qs9sNDsUTEVHaYoCgHSEUAn72M+AHPwD+5V8EAgEgFlOQkSFQVRXShYXKSjYipbPZ\nWTMGBhwYGLBjYMCBH/0oFz6fGdGoHIqvq0tsRLLbjV41ERFR8mCAoJQUjcrjSBcuABcuCFy8CIRC\nCvLyosjLi+DIER+ef34WNTUB2O38VzwdLS2ZVoKC9jY46MDsrEyPVqsMC1arCTU1wJe/LBuRsrMN\nXjgREVGSY4CglCAE0NOjBYaPPgIWFhQ4nSqOHvWhtXURbW0+VFYGeRQpzYRCCoaGtB2FwUEHBgac\nmJy0AAA7OBELAAANLUlEQVRMJoHqaoGmJgUNDQoaG4HGRqCqiseQiIiIPg4GCEpaIyNaYLhwAbhz\nR4HFouLgQT9aWxfR2upDQ4OfD4FpIhoFRkbsa3YU7BgcdGJszAoh5PTygQMqmpoUNDZqQaG2lkeQ\niIiINhMDBCWN6Wngww9laPjBD1QMDa3e0htcCQyLOHx4iUeSdrhYDJiYsMV3FOSughMjIzZEIjIo\n7N6toqFBWQkLMijU1/P4ERER0XZggCDD+HzAj3+8GhgErl+XD4fl5SG0tMgjSc3NPrhcMYNXSltB\nCGBqypKwozA4aEcoJM+h5eYKNDZCFxQaGngZGxERkZEYIGjbhMPAz3+uBQaPRzYl7d69HD+S1NLi\nQ1FRxOil0iabmzPfs6Mgf/X5MgAATqdAfb0+KDQ2Anv28G4FIiKiZMMAQVsmFgMuX9YCw8WLQDCo\nIDc3iuZmbfB5//4wHxJ3iKUlUzwcyMDgxOCgAzMzclDFYpHNR01NJt2OQlkZOPxORESUIhggaNMI\nAfT2aoPPP/oRMD8vm5KOHJGBoaXFh5oaNiWlulBIwfCwPaEi9fZtKwDZfFRZKRIGmquqAIvF4MUT\nERHRI2GAoEcyNra2KUng9m0TLBaBxkb/yg7DIhoaArBY+K9ZKopGgdFRu+7itaEhJ0ZHrVBVuW1U\nWprYfFRXx+YjIiKinYoBgh7K3bvAD3+oNSUNDJhWbu8NoqVFzjEcObIEh0M1eqn0EFQVmJiwJuwo\nDA/b481HRUWJQaG+HnC5DF48ERERbSsGCPqVlpaAn/xEm2O4enW1bz+M1tYFtLbKpqTcXDYlpQIh\ngOlpi25HYbX5KBiU58pycvTNRw0N8m3XLoMXT0REREmBAYJ0lpeBX/xCCwzt7UA0qqC4OLKywyB3\nGYqLH9yU9O67u/DWW8WYmbGgujqAM2fG0NAQ2IZXQQAwP5+RsKMwMODA4qJsPnI4BOrr9QPNjY3A\n3r1sPiIiIqL7Y4BIc6oKXLmiBYaf/hQIBBTk5MRw9KhsSWptXcSBAw/XlHT+fB7OnSvD2bMjaGz0\n4+23i3HhQh7ef7+LuxWbzO83YWjIjps31wYFJ+7e1ZqPamu1oNDQIINCeTmbj4iIiOjhMUCkGSGA\n/n59U9LsrAKHQ8Xhwz60tvrQ1raI6uogMjI+/vd55ZVaNDb68fWvj8e/7/PPN+HUqSmcPn1nc15M\nmgmH128+mpiQzUeKsn7zUXU1m4+IiIho85iNXgBtvfFx4MMPtV2GiQkFZrNsSnrxRXkkqanJn9CU\n9HGPIEWjgNebiVdfnYy/T1GAtrZFXL+euemvb6eJRoGxMfs9F6/pm4/275cDzb/7u0p8R8HtVuBw\n8OwRERERbS0GiB1odlbflHTjhjynUlsbxDPPLMSbkpzO+zclnT+fh9df36c7gvTaa9UbOoI0P2+G\nqgIFBfo5ifz8KEZG2O25SlWB27fXNh/ZMTjoxNCQDZGI/Ge2a5dAUxPwmc/om49ycnj2iIiIiIzB\nALED+P3AT3+q7TBcuQIIoaC0NIyWlkX8/u/LC9weZvbgnXeKcPLkNE6cmAUAnD07iosXc/DBB4U8\ngvSQhABmZszxGYXVo0eDgw4EAlrzUX098NRTCr72Ne2G5qIi7igQERFRcmGASEGRCPDLX2qB4Ze/\nBCIRBbt2yaakv/5rOfi8e/eDm5LW86hHkHJzozCZgJkZ/cH72Vlzwq7ETrOwkKHbURgYcGJw0IGF\nBa35yO0WaG424fRprfmopERh8xERERGlBAaIFKCqwLVrWmD4yU8Av1+ByyWbkv7sz3xoa/OhrCy0\nKQ+hj3oEyWwG3G4/PJ5sHDu2AED+FN7jceHUqalHX2ASCARMGBxMHGienpahyWyWzUeNjSacPKkF\nhfJyBRkZTApERESUuhggkpAQwM2bWlPShx/KpiS7XcWhQ0t49VVZr1pbG3ikpqSt9PLLUzh3rgx1\ndYH4DEUoZMILL8wYvbSHsry8tvlI/jo05MT4uNZ8VFEhm4+ee25t85ECq5VBgYiIiHYeBogkMTGx\ntilJxfi4CRkZAg0NAXzuc/ICt4MH/bBat751dzOOID333Bzm58148829mJ21oKYmgDfeuIG8vOhW\nLPmRRaPA+LgtYUdhdNSGWEwGgZISFY2NCj7/eS0ouN0KnE4GBSIiIkofDBAGmZsDfvQj7VhSX598\nCK2pCeLJJxfR1raIw4eXkJV1/6akrbJZR5BeemkaL700vVXL/FhUFZictOp2FFabj5aX5UBzQYFs\nPjpxQt98lJvL5iMiIiIiBohtEggAFy9qgeHyZUBVFezbt4zW1gWcPu1DS4sP+fnJ8RP6VD+CtNp8\ndO+OwsCA1nyUnS3Q0AA8+aSCr35Vm1Ng8xERERHR/fEm6i0SiQAejxYYfvELeZ6+oCCK1lZ5F0Nr\nqw979y4bvdT7eu+9XfjOd4rjR5DOnBlDff2DL5LbbouLGRgctMdrUleDwvy8zMd2u4DbjZUbmrWK\n1P37weYjIiIioofEALFJVBXo6tICw49/DCwtKcjKiqG5Wdaqtrb6UFGxOU1J6SgYXL/5aGpKaz6q\nrhYrQUELCxUVSNphcyIiIqJUwwDxMQkBDA7qm5Lu3lVgtao4fNi/EhgWUVcXgJkHxR5KJKJgZMR2\nz8VrTty6ZYEQChRFoLw8MSjU1ABWq9GrJyIiItrZGCAewuTk2qYkgdFRBSaTbEpqaZHVqgcPLsFm\n42/pRsRi9zYf2TE05MTIiA3RqNym2btXNh+tPX7kdgOZD77PjoiIiIi2AAPEr7CwsLYpSYXXK4dv\nq6qCaG1dREuLD83NPkOaklKJEMCdO5aEHYWhIRvCYfl7mp8vm4+amhQ0NGhzCnl5Bi+eiIiIiHQY\nINYIBoGf/UzbYejslE1JJSXLaGlZjM8xFBQkR1NSshFC3hWhhQQ7BgacGBiww++XQwhZWbL5aO2O\ngmw+4kAzERERUSpI6wARjQIdHVpg+PnPgXBYNiU1Ny+uNCUtYt++5G1KMorPlxG/R2Ft89HcnBz4\nsNkE3G6BxkaTLiiUljIoEBEREaWytAoQQgDd3drg80cfAYuLCjIzYzh6dAmtrfICt8pKNiWtCoUU\nDA057gkLTkxOyuajjIz7Nx9xeJyIiIho59nxAWJoSAsMFy4A09MKLBYVhw7540eS6uv9af+wu9p8\ndG9F6vi4FULINFVerq7MKGhBobYWsNkMXjwRERERbZuUCBDf/jbwj/8oW5AOHQLeeANobV3/Y6em\n1jYlqRgeNsFkEnC7A/HAcOjQEuz2pH/ZWyIWAyYmbBgYWHvxmr75aM+e9ZuPsrIMXjwRERERGS7p\nA8R3vwucPg38+78DbW3At74FvPce0N8PFBYCi4vARx+t7jKo6OqSrT4VFaH4XQzNzUvIzo4Z/Eq2\n12rz0b07CkNDdoRC8vcoL0+gsTHxhub8fIMXT0RERERJK+kDxOOPA489BvzTP8n/HwzKQdyDBwG/\nX6CjA4jFFOzZsxy/i6G1dRGFhenTlDQ3Z75nR0H+urQkm48yM9dvPiou5kAzERERET2cpA4QkQjg\ndAJ///fyf1+4IHDxohzstVhUPPXUPFpafGhr82HfvvCOfxheWjIl7CgMDjowMyMHOKxWgbo6gaam\nxOYjk8ngxRMRERHRjpB0AUIIwOuVR5L+538E/u//AECB06niyBG5uzAwII/i/Md/9Bm93C0RCikY\nHk7cUZictAKQzUdVVfrmo4YGoKqKzUdEREREtLWS4nFzZEQGhg8/FLhwQWBy0gSLRcDt9gPIxNmz\nw/jMZ2biD8f//M8lGB42csWbIxoFRkbsKwHBHh9oHh3Vmo8OHJDNR6+8srb5SIHdvsO3W4iIiIgo\nKRkSIKangR/+ULvAbXBQgaIIuN1B/Pqvy7sYDh9egtks8MQTR1FQENX9ZH121oyCgogRS/9YVBWY\nmLDGdxRWdxVGRuyIRGQQ2L1bNh+dPKkFhfp6ICuLZ4+IiIiIKHlsS4Dw+YAf/1jWq/7gBwLXrq3e\nKxBCS8sivvIVH5qbfcjJSWxKcrv98HiycezYAgB5xMnjceHUqantWPpDEQKYnl5tPlq9eM2JoSE7\ngkGt+aihAXjuOX3zUUEBgwIRERERJb8tDRCLi8CnPy3g8cimpIKCKBoaAvjqV/1oaAgiP19rSpqa\ncmJqnUzwzDOL+Ld/2428PBWVlSH87//mwe/PQENDGDduZG/l8jcsFgP+9m/3Y2zMikBAaz6qrxd4\n/HETvvQlGRIaG4E9e5QdP+xNRERERDvXlg5RCwG89BLw/e9v1XdIPt/6FvDZzwIHDrD5iIiIiIh2\nni1vYQoEgN7erfwOyaWuTlbPEhERERHtRElX40pERERERMmLh2yIiIiIiGjDGCCIiIiIiGjDGCCI\niIiIiGjDGCCIiIiIiGjDGCCIiIiIiGjDGCCIiIiIiGjDGCCIiIiIiGjDGCCIiIiIiGjDGCCIiIiI\niGjDGCCIiIiIiGjDGCCIiIiIiGjD/h/94554PjwOLwAAAABJRU5ErkJggg==\n", "text/plain": [ "Graphics object consisting of 18 graphics primitives" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "m = matrix([[1,2+2*a],[0,1]])\n", "ts2 = m*ts\n", "ts2.plot()" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "collapsed": true }, "outputs": [], "source": [ "ts2=ts2.triangulate().copy(relabel=True, mutable=True)" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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13jkfu7vbRjBooqzMj6ZpOBwO/vGPZK65poBnn93KggXx36frxDofQ0OWWFch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\n3fE7nTqVlT6qq1VnoarKx/v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"text/plain": [ "Graphics object consisting of 33 graphics primitives" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ts2.plot()" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "True\n" ] }, { "data": { "image/png": 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InKVQXByguNgbLhJKS31kZmo0Nzv46U/L+NWvmvne9wLhqNJly1K57rpx3HZb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\nSUVORK5CYII=\n", "text/plain": [ "Graphics object consisting of 33 graphics primitives" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "print(ts2.delaunay_single_flip())\n", "ts2.plot(cached=False)" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "False\n" ] }, { "data": { "image/png": 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InKVQXByguNgbLhJKS31kZmo0Nzv46U/L+NWvmvne9wLhqNJly1K57rpx3HZb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\nSUVORK5CYII=\n", "text/plain": [ "Graphics object consisting of 33 graphics primitives" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "print(ts2.delaunay_single_join())\n", "ts2.plot(cached=False)" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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tE0eFEEYAUAZxVABhBADlEEctE0YAUBZx1CJhBADlEUctEUYAUCZx1AJhBADlEkcNE0YA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\nRBwBAAwRRwAAQ8QRAMAQcQQAMOT/A5hNnMZBocZNAAAAAElFTkSuQmCC\n", "text/plain": [ "Graphics object consisting of 20 graphics primitives" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], "source": [ "v=ts.tangent_vector(0,(1/2,0),(1,1))\n", "traj=v.straight_line_trajectory()\n", "traj.flow(10)\n", "ts.plot()+traj.plot()" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "collapsed": false }, "outputs": [], "source": [ "from flatsurf.geometry.half_dilation_surface import GL2RMapping" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "[ 1 2*a + 2]\n", "[ 0 1]" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" } ], "source": [ "m" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "collapsed": true }, "outputs": [], "source": [ "map1=GL2RMapping(ts,m)" ] }, { "cell_type": "code", "execution_count": 48, "metadata": { "collapsed": false }, "outputs": [], "source": [ "ts2=map1.codomain()" ] }, { "cell_type": "code", "execution_count": 49, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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PITOTzUfpZnlZNiWtDj53d2ciGlVQUqJvSiopMXqlRBvHAEFERHQfqirvU/B45Nt77wlM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\nPBERJWCAIEoR0Sj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"text/plain": [ "Graphics object consisting of 18 graphics primitives" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ts2.plot()" ] }, { "cell_type": "code", "execution_count": 50, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "Graphics object consisting of 18 graphics primitives" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" } ], "source": [ "map2=ts2.canonicalize_mapping()\n", "map2.codomain().plot()" ] }, { "cell_type": "code", "execution_count": 51, "metadata": { "collapsed": true }, "outputs": [], "source": [ "Map = map2*map1" ] }, { "cell_type": "code", "execution_count": 52, "metadata": { "collapsed": true }, "outputs": [], "source": [ "w=Map.push_vector_forward(v)" ] }, { "cell_type": "code", "execution_count": 53, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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C0MTEBA0xAAA8xN/Cx5RMJjUzM+OEn+yjsYMNseHhYRlj9Oyzz+Y0xJqbmz2e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\nACoQRwAAABX+CXM6KXPH0ojyAAAAAElFTkSuQmCC\n", "text/plain": [ "Graphics object consisting of 26 graphics primitives" ] }, "execution_count": 53, "metadata": {}, "output_type": "execute_result" } ], "source": [ "traj2=w.straight_line_trajectory()\n", "traj2.flow(100)\n", "Map.codomain().plot()+traj2.plot()" ] }, { "cell_type": "code", "execution_count": 54, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "Segment in polygon 0 starting at (1/2, 0) and ending at (1/4*a + 3/4, 1/4*a - 1/4)" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "traj2.segments()[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Infinite surfaces\n", "\n", "We build the billiard table for the 3-4-5 right triangle." ] }, { "cell_type": "code", "execution_count": 55, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAwMAAAJICAYAAAA9yjg4AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQlHFkvgAAAAASUVORK5CYII=\n", "text/plain": [ "Graphics object consisting of 4 graphics primitives" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from flatsurf import *\n", "p = polygons(vertices=[(0,0),(4,0),(0,3)])\n", "s = similarity_surfaces.billiard(p)\n", "s.plot()" ] }, { "cell_type": "code", "execution_count": 56, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: Could be indicating infinite surface falsely.\n" ] } ], "source": [ "ts=s.minimal_translation_cover()\n", "ts=ts.copy(relabel=True)" ] }, { "cell_type": "code", "execution_count": 57, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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jyVGEcblg3jzo0UNl9+5yXnjhfzz11N46N3TcutXNLbekkp8feouODoeD7Oxs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\nTJcuVp9vya7rtu7aYjAYkGWZDh1KQ94zxZ+o1d4dY0Jc1o9Ro44yY0Y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jxnjmzWsFqHn5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\n", "text/plain": [ "Graphics object consisting of 140 graphics primitives" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gs = ts.graphical_surface(polygon_labels=False)\n", "gs.make_all_visible(limit=19)\n", "gs.process_options(polygon_labels=True, edge_labels=\"number\")\n", "gs.plot()" ] }, { "cell_type": "code", "execution_count": 58, "metadata": { "collapsed": false }, "outputs": [], "source": [ "gs=ts.graphical_surface()" ] }, { "cell_type": "code", "execution_count": 59, "metadata": { "collapsed": true }, "outputs": [], "source": [ "gs.make_adjacent_and_visible(18,0)\n", "gs.make_adjacent_and_visible(10,0)\n", "gs.make_adjacent_and_visible(6,0)\n", "gs.make_adjacent_and_visible(16,0)\n", "gs.process_options(polygon_labels=True, edge_labels=\"gluings\")" ] }, { "cell_type": "code", "execution_count": 60, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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GG5rEEkseT8MPjzfeyOOSS/qzZ09UVgxixOFwJGU50uWK0LmzH7s9/bplt4SU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\nfrdGuu2vag2j0ZjQfViiYXP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SUm3aNaSit97KIztbZdw4rSMRInnE9S3a8uWwb5/CmDEt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\nQ4d6dOniwIwZp2C1q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"text/plain": [ "Graphics object consisting of 88 graphics primitives" ] }, "execution_count": 60, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ts.plot()" ] }, { "cell_type": "code", "execution_count": 61, "metadata": { "collapsed": true }, "outputs": [], "source": [ "v=ts.tangent_vector(0,(1/25,0),(0,1))\n", "traj=v.straight_line_trajectory()" ] }, { "cell_type": "code", "execution_count": 62, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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GJrHEksfT8MPjjTfyuPjigezdG5UVgxhxOBxJWY50uSJ06eLHbk+/btktIWU2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PV6MRrVX2KOFpvNht9/+plGrdWjh5vOnV24XC6sVisGg0FxZzQqRf/+h2nXzs/ChXJH0nSirCao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\nHTp0qEeXLg7MmHEKV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"text/plain": [ "Graphics object consisting of 89 graphics primitives" ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gs.plot()+traj.plot()" ] }, { "cell_type": "code", "execution_count": 63, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "True\n" ] }, { "data": { "image/png": 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V6dmyxYbTqW/+xg2oqtqqLf1NkTKbECLeSXLUwPLlcOTIdj7++BL27NmjWRxms8r8+Vv4\nv/+LzhgBLS1ZsoSCggJ6925bQ3A8CARC2/Ptdjsej4fJkw8xdmxFRK6Vlhbgtdd2MGxYTat+rqZG\nz0039eCrr1LCEoeU2YQQ8UySowbmzlXp3j28ZY62MptVHA5H2N7NR5vb7aaoqIjt27cDUFxcTFFR\nEYcPH66/jcPh4D//+Q+TJ0/WKsyI++CDDG6+eQB+v6Fdwxxbymw2U1tb2+oRFHZ7gO7dPVgszU/L\nbg0pswkh4pEkR8eUlcF778HIkZEpd7RVqLE2SsOWwmjLli3ccMMN3HjjjSiKwtNPP83UqVN56aWX\n6m/z8ccfA3DppZdqFWZEGQwGBg9WGTasEp8vOhlBW3c6KgrMmrWbYcPCH6eU2YQQ8aZj7RlvwoIF\noUF8559fzeuvax3NcRUVfn7zmwKuvfYgY8Zo1yTeWmeffTbffPNNk7eZPHlywq0a+f1gMIDNZsPt\ndpObW8GvfhWZEtoPLVuWxdln19CeUVFJSUn4fM0PjmwtOZtNCBFPZOXomLrZRqmp4S0rtJfVGqRX\nLwcZGfG3etTRHDiQxFVXDWTnznScTmerttO3l8Oh46mnurJmTfvO6AsEIvv4lzKbECIeSHIEbNoE\n69YpTJxYqnUoJ1EUuO++/Qwf3vykY6Gt3r2TGDmyEovFGfVr2+1BPvmkqN1T3devhzfe6BymqE5N\nymxCiFgnyREwdy6kp/s5//xqrUNplNvtxm5v36qACC9VDZXRzGYzJpMJj8fBvffuJy8v/GWp5oRm\nRLkwmU4+qqU1Nm2y89pr2YThBJMmyW42IUQs6/DJUW0tzJunctllZRiN7XthiTSXy0VJiQWfT0ps\nWlNVuPvu3syd2wOPx4PXq+3KXrimqk+efJQVK3YTrRNspMwmhIhFHT45+vBDOHpUYeJEbY4LaY3q\narjuun4sWBDZsodons1m5Uc/cjBgQPQOJ27Mtm0WHI7wZBQGA3i90R1nIWU2IUSs6fDJUWGhSr9+\nbvr21W4idkvZ7UEeemgXN9+c+MMhY1FtrYJer8dms+FyubjyysOcd562pVivV+G22/rxz3+mh+0+\n/X5/1M/3kzKbECKWdOjk6OhRWLoUJkyIvUbsxowcWY3B4Ean69D/dFH3xhud+L//O53aWnA6o99w\n3RiTSWXhwr1ccUV4H8MOh4nKytYdQRIOUmYTQsSCDj3naMGC0G6wceOOl9TuvvvHQIAbbzyxr+cn\nPznKfffFxlq/3+/HZrPF1It0IjMajQwf7sflKiUYDBBLealOpyM3txJVDV+/XCAAl13Wk2uuOcKt\ntx4K2/22VF2Zbf78bJ54Io9Vq2DhQoVu3aIeihCig4qhp/noKyxUGTmyirS047NdHnroAyCH5557\nm+XLN/L88ztQFLjkkugM8mupmhon772XS0lJxzjJPtrqmt7tdjt+v5/8/AqmTSuJWqNyS1kslrAm\nRgB6PTz66C6mTNGun0rKbEIILXXY5Oh//4MNG5STSmrJyT7gKKmpXjIy/KxalUrXrl7OPDPy52K1\nhsul48UXs/jiizStQ0k4O3ZYmDRpIHv2pOJwOMKefISL06mL2KDJYcNq6NZN+0xQymxCCC102ORo\n7lzIzPRz/vmNH8nh94cODp00KfZ6kuz2IIsWbebmm2O/kTyeKIrCgAF6xo0rIzk5dsuWqgpTp57O\n3/6WqnUoESe72YQQ0dYhkyOfD+bPD802aqpMsnJlOg6HngkTYnObf3JyAIfDEfWdRYmmbuChyWTC\naDTi8zm4665iMjMjPAmxHYJB+PWvyxg1KnLn7bndsZN4S5lNCBFNHTI5+uADKC1Vmk163nsvkxEj\nqsnKit0XSQitdoi28fvhoYdyAKiuro7IoauRoNfDxReX0q9f5BKYL76wc9NNp0d8WnZrSJlNCBEN\nHTI5KixU6d/fRZ8+jb+wlJZaWbMmhcmTY6+k9kNHjtTyq18VsHatHC/SWqmpNgYM2AzAwYMHNY6m\n5SwWC7URzgqysmoZNMiLyxX9Lf1NkTKbECLSOlxydOQIvP9+87ONPvvsNDIyapvsSYoVdnuAlBQv\nen1svYjFKo9HwWg0YrFYcDqdXHFFKKnMzc3VOLKWi8acq7593cyadYCUlEDzN44yKbMJISKpwyVH\nr78emm00dmzT25RXrerFhAllMTXTpjE6HfzpT7sZMULqC8355z9zuO220/F4/PU9NXU9W/HSuzVj\nRi/mzLFF5VperxdDrM0vaEDKbEKISIiDl/7wUVWYM0dl1KjKE2YbnexiysqsTJoUm43YjXG5XNhs\n0XnRjEcmk4nRoz1MnnwYnS42t+c3R1Whd+8AnTtHrzfKbDZH7VptIWU2IUS4dajkaMMG2LRJacHW\n/BXMm7eAbt20PWm9LTweD2VlJgKxVwnRhNutQ1EU7HY7Xq+XPn0queKKMuK1h11R4Fe/OsIFF1RG\n7ZpLl9r5+uvkqF2vLaTMJoQIpw6VHNXNNjr3XG0PC42ksjKYMqU/K1fKcMiNG21MmDCQvXttOByx\nNcSzrYxGY9S32L/xRjJffhkf85SkzCaECIcOkxzVzTa6/PLSmDsCIpzS0gLMnLmX884LNZJ7vfG3\n+hUOer2es85SuOaaI2RkuLQOJ2y06It69tmdzJoVPyVmKbMJIdqrwyRHy5ZBeXnzs40SwdixFZSX\n7wPia3t6e3k8Cn4/9X1Xfr+DW289hN0emSM2om3u3GyWLYt+/4/RqMbdTkgpswkh2qPDJEeFhSoD\nBjg57TSP1qFERefOnYH42p7eHl6vwo03ns6bb3bF6XQSSLCmK1WFnTuT2b1bm2XPeF2BlDKbEKIt\nOkRyVFISmordEVaN6tSVX9au7UJVVXy962+LzEwb1113hPPOO6p1KBGhKPDXvx5i2rTDmlzf56vl\n4EE7MXoGb5OkzCaEaK0OkRzNnx9aZr/00qZnGyWiuXOzErI5W1XB4dBhMpkwm804HA6uvPIoPXrE\n5wpHc3Q6HS6XS7Nddv/9bzKTJvVjz57Y3tbfGCmzCSFaI+GTI1UNldRGj64gNTWxSi0t8fjj3zN1\nauIlDE8/3ZW77irA7fbi8SR+qdRisaBquGwzZIiDv/99H7m58f1YkjKbEKIlEj45WrcONm9WmDix\n45TUGkpPD+B0OjEajVqHEjYWi4XLLnNwww0H42KCeXutWpXKxo1JmsZgNqsMG3YUiyVOB0Q1IGU2\nIURzEv6lZe5c6NSpluHDE3e2UXNUVY375Mjp1KHT6bDb7bjdbvr3r+TCC6M3CFFLr77ahQULYmMI\nY6xPy24pKbMJIZqS0MmR1wuvv64yblxZQs82aomDB73cd19ftm+3aB1Km9x1V28OHDAnzDDH1pg/\n/wC//vUBrcMAonPgbTRJmU0IcSqJ9Uz3A0uXhmYbddSSWkM2WxCPR8Xp1LY801p+vx+AiROLycqK\n7mToWOH3e2NmVtNjj6Xz5JNdtQ4jrKTMJoT4oYROjgoLVQYOdNKzZ+I37DbHaFR59tkdjBrl1zqU\nZjkcOgIBsNvt7D/2KjVo0HckJcXhPvJ2slgs1MbQUkZOjpv8/MTb2CBlNiFEQwmbHB06BMuXw/jx\nzR0y27E4nU4sltgtrTkcOq6++gyWLMnF4XDUD7HsKMMsG9qzx0RNTWzVg6dMKWXatBqtw4gYKbMJ\nISCBk6P580GvV7n00gqtQ4k5gUCAykpDzA30UxSFnBwrt95azPnnh4Y51g2z1OJMMa09+mg+99yT\nrXUYJ6krdSYqKbMJIRIyOQrNNgoyZkwlKSmJVwJor+JilSuvPIOPPkrXOhSCQaiq0mM2mzEajTgc\nDq64oozsbHm7/te/Ho6ZRuyGPB5P3J211lpSZhOiY0vI5Ojbb2HrVp00YjeiU6dafvGLA4werf1A\nvwcf7MnMmX1xuz34fD6tw4kpGRk+evWKvX65yko98+fnUlERWyW/SJAymxAdU0ImR4WFkJ1dy7Bh\nHXe2UXOuuqpU84nhVquVKVPKueWW/ZodixGrkpKSYnbydyCg8MILWRQVxW7vWjhJmU2IjifhkiOP\nBxYsULn88lISfOW/3bxeL3a7ParXLC83YDAYsFqtuFwuBg6s4uyzO97soqY4nTqMxtgduZCZ6Wfl\nyo0MH564jdk/JGU2ITqWhEuO3nsPKisVxo+XklpLOBxOPv00C48n8ks3K1akccUVZ1BcrMflckX8\nevHqsce6c+utXbQOo0l6fSBhpmW3hpTZhOgYEi45KixUGTTImbCns4fb4cMGZs3qxiefRLY5Oykp\niQsvrOWuuw6QlSX/Nk259loHV155ROswmmXooGPnpcwmROJLqOSouBg++ggmTJDZRi2Vk1PLG29s\n5ic/CX/CUl5uQFUV7HY7Pp8Pnc7JVVdJubM5w4a5GTWqSuswmuVy+Skujt3yXyRJmU2IxJZQydH8\n+aFJ0JdeWh62+1y/fj13330348aNY+jQoXz22WcnfP/ll19mypQpjBo1igsvvJA77riD7777LmzX\nj4a8PF/Yt2dXVBiYMmUAS5d27pDnobWVTqfD6XRqHUaLPPxwZ+65p7fWYWhKymxCJKaESY5Cs41U\nLrigIqznULndbvr168eMGTNQTrGlKj8/nxkzZrBo0SL+9a9/kZuby5133kllZXydGB8IhK+HRKfT\n0a2bmXvu2c/o0bKK1xpWq1XrEFrsuuuO8Je/lGgdhuakzCZE4kmY5GjNGti+XWHChPA2Yo8YMYLb\nb7+dMWPGoJ5ipPTYsWMZOnQoubm59OzZk7vvvhun08nOnTvDGkc0FBd7+OMfe3PgQOtLJbW1ChUV\noV1oOp0Oh8PBhAnlmo8LiCf/+EcXfv/7TlqH0WK9enno379jHgb8Q1JmEyKxJExyVDfbaOhQ7bYX\n+/1+Fi9eTHJyMn369NEsjrZKSlLZt89ASUnrV5BmzDiNhx46DZfLlfDHS0RK164BcnLiaxef2+0+\n5YpqRyVlNiESQ0JsN3G7YeFCVbNm3y+++ILf/e53eDweOnXqxPPPP09qamr0A2knqzXInDnbSE62\n05o2IbPZzM03l2A2S1LUHj/5iSvu+rNUVcViseB2ywpSnboy2/z52TzxRB6rVsHChQrdumkdmRCi\npRJi5WjJEqiqCn9JraXOOeccXn/9debMmcN5553HzJkz467nqI6igMPhaLb/qKTESCAQKplVVVUx\neHAN/frJC2R7xOpE7KbU1Oi56aYefPVVitahxBQpswkR3xIiOZozR2XIEAfdu2szP8dsNtO1a1fO\nOOMMfv/736PX63n33Xc1iSWcnM5TPzzefTeTq68ewJYtxQAcPHgwmmElJKvVGpflSLs9QPfuHiwW\n6S07FSmzCRGf4j45OnAAVqyIrdlGwWCQ2jh/Bty5M8iPfzzwpBUBs9nMuHEufve7vfTpkw1Abm6u\nFiEmjBUr0vjnPzM5Rb9/zFMUmDVrN8OGxffjPZJkN5sQ8Sfue47mzQOTSeXiiysicv9ut5v9+/fX\n71QrLi6mqKiIlJQU0tLS+Ne//sXo0aPJysqisrKSRYsWcfToUS6++OKIxBMteXk+brihhAEDfBw+\nbKRLlwA2mxWHw4HJBGPHutm2zQSAyWTSONqWWb9+Pa+++irbtm2jtLSUJ554gtGjR9d/f+HChWzb\nto3i4mLsdjvDhg3jl7/8JVlZWRGN68ABC9u2Gbj++oheJqKSkpLw+Xxah1HP5XLxwgsv8Omnn1Je\nXk5BQQG/+c1vOP300zWJp67MNniwg1mzenHmmUZefVXh8ss1CUcI0Yy4XjmK1GyjhrZs2cINN9zA\njTfeiKIoPP3000ydOpWXXnoJnU7Hnj17mDFjBldddRX33HMPNTU1/Otf/6Jnz54RiSdaFAVuvPEw\nH32UwVVXncFHH2XGXbPwDzU3s2rv3r387Gc/47XXXmP27Nns3buXe+65J+Jx3XlnDY8+ujvi14mk\nuv6zWPHwww+zZs0aHn74YRYtWsTw4cO54447KC2N/grz3LnZDB16Fk891VXKbELEibheOfrqK9ix\nQ+HuuyPXiH322WfzzTffNPr92bNnR+zaWtu4MZXZs3P45S+PMnJk/B/kO2LECEaMGAFwyplVM2bM\noKCgoP5kZ9RUAAAgAElEQVS/77vvPqZNm0ZJSQnZ2dkRi6u2tpZ43w2/fj1s3NiZq6/W/kw4r9fL\nJ598wl//+leGDBkCwK233sqqVat46623uP3226MWy+bNVt55pxN9+hzfrCC72YSIfXG9cjR3LnTp\n4uOcc7SbbZSobDYbQ4c6WLz4O6ZMOcyiRdnEYb9wu9TU1KAoCsnJyRG7RlJSEl5v/B/Eu2mTndde\ni43HSCAQIBgMkpR04jBTk8nEhg0bohaHy6Xj/vt78vvf7yU5+cSVNdnNJkRsi9vkyOWCRYtUxo8v\nRRe3/xex5csvUygrs2K1WnE6nQQCAfLyfOzZY2Du3Gy2b4+foy3ay+fz8dxzzzF27NiIHemxdauV\n1avT47IR+4cmTz7KihW7McTAWrTVamXgwIH885//pLS0lGAwyL///W82bdoU1bLa449350c/qmxy\nMK2U2YSITXGbVrzzDlRXazfbKNF4PAp/+lMPFi9Ow+U6cUpzQYGbZcs2MnSoRsFFmd/vr+9Lmjlz\nZsSu89FH6TzxRGbE7j+aDAbwemNnTtPDDz+MqqqMGzeOESNG8MYbbzB27Fh0UXontXx5OkVFFu68\ns7jZ28puNiFiTwy8z2ubwkKVs85y0LVr7OyQiVdmsxmzGebM2Up29qnfttrtwWO9Mcop+3UShd/v\nZ+bMmZSUlPDiiy9G9CDY3/62gkOHDsd9v1Edv9+PyWSKiTJhXl4eL730Eh6PB6fTSWZmJr/97W/J\ny8uL+LVLSow89VQ3nn++qMUrabKbTYjYEpcrR/v2wSefIKtG7XDgQBJffZWC3W7H4/Hg8XjIyWm6\nMbi2thabzZYQZaBTCQQCzJw5k+LiYl544QVSUiI/9TnRDuZ1OExUVmpwhk8jzGYzmZmZVFdX8/XX\nX58wuiFStm61UlFhYOrU/gwffhbDh5/FunV2Fi7szLnnntnk74+U2YSIDXG5cjRvHpjNKhddFJnZ\nRh3BvHld2bzZzLnnbmnVysW6dQEeeaQ/Tz65I3LBRUhjM6vKykJJ9jPPPMPBgwd5+umn8fv99V9P\nTU3FEOZmGr1ef1L5Mt4FAnDZZT255poj3HrrIU1j+frrr1FVlfz8fPbt28ezzz5Lz549mThxYsSv\nPXx4DQsXbjnhaw880IOePT1Mm9b8SqHsZhNCe3GXHIVmGwW58MIKbLbIzDZKZDqdDovFwp137kWv\nV1td0unc2UdOTi0+X/wtOm7ZsoXbb78dRVHqZ1YBjBw5EggNiVQUheuPTWNUVRVFUXjxxRc566yz\nwhZHaakBg8FOWlp8nr/XGL0eHn10F717a1/qdjgcPPfccxw9epSUlBQuuugifv7zn6OPwsnUFkuQ\nXr08J30tNdVPz54t68uSMpsQ2oq75Gj1avj+ex333hs7x4XEOo9H4cMPM7j+eg9eb6gHo62709PS\nAjz22E7sdjvffhveOCOtsZlV27Zt4/PPP2fevHknzDmKlIULO7NkSSc++KAyJnZ3hdOwYTXYbDac\nTm37ji6++OKYmlKvKG2rRdeV2R54oCfjx6cyYwY8/DAYjWEOUAhxgrh7ai4sVMnNreWss+J7WnM0\nbdiQzuzZ3RkyZAs9eoSnx8XpdIa91NRR/PznFYwZk3iJkWjciy+2vQwtZTYhoi+uaiNOJ7z5JjLb\nqBUsFgsjRlSyZMkmevQI37t5VVXrT5GPhd1J8SQ1Vc8ZZyRWv1FDbre7+RuJVpGhkUJEV1ylGIsX\nQ02NzDZqiqrChx+mU1ERaiaqrKwkGAySlRX+0cUrVoSabteulRJnayR68vDFF3Zuuun0mJiWnWhk\nN5sQ0RFXyVFhoco559SQl6d9w2escjp1PPVUdz744CgABw8ejNi1zjsvA4Czz+4csWskEq9XwWi0\nxtwhreGWlVXLoEFeXK7Y2dKfSGRopBCRFzfJ0d69sHKlwoQJskrRGIvFQkaGgQULNnPVVaGO69zc\n3Ihdz2YzAZCaGrmzxxLJkiVZXHJJb7zeBJn62Ii+fd3MmnWAlJTETgK1JGU2ISIrbpKjV14BqzXI\nhRcm1vbn9ioqsvDVV6nYbDbcbjc+n4/MzNCkYqD+cyR5PJ6ITpJOFOee6+TWW4sxmRJ0imYDXq9X\nGvajQMpsQkRGXCRHwWCopHbRReVYrTLbqKH587syb142DodT0ziqqvy8+WYngvLP06jTT9dxxRUd\np1/ObDZrHUKHIGU2IcIvLpKjL76APXsUJk7sOC8szTEYDFitVu69dxfPPLND8/O5Nm5M4plnurJz\np0XbQGKYv4N1KC9daufrr6XkGg1SZhMivOIiOSosVOna1cuQIR17tlFVlZ433+yE3W4nGAzicrlI\nTg5gNGpfpjn7bAfvvbeJQYO0jyUWmUwmPJ7YObU+Gt54I5kvv0zVOowORcpsQoRHzCdHDkfdbKOy\nDj/baMOGDP7+9zx27vQSjMH6VUaGv/7cMnHcF1+kMH16L5zOyD6Ajx49yv33389FF13E+eefz3XX\nXce2bdsies2mPPvsTmbNktXeaJMymxDtF/Mdk2+/DU6nzDay2+2MHl3KO++Uk5YWu7uAvF4vdrsd\nh6Njr/I1ZLEEyc93RfQswJqaGn76058ydOhQnnvuOdLS0ti3bx/JbT0nJgyMRjUqZ5mJkzU8m+13\nv8th4MDvmTOnP1deKRsnhGiJmF+LKSxUGTq0hi5dOtZso0AA3nyzE263naSkpGPJhhrTiVGddeuC\n/OIXfXE4Yv7hFRWjRgX57W/3RvQac+fOJScnh/vvv5/+/fvTpUsXhg8fTl5eXkSv2xyZnq6twYOd\nPPDAB1RVncNVV22TMpsQLRTTr167dsFnn3XM2UYORxIvvZTLf/6ThM8XX4lhSkoter1CTU3ML0wm\njFWrVtG/f39mzpzJpZdeyg033MC7776rdVj4fLUcPGhHqq3aSU4OrVhee22JlNmEaKGYTo5efRVs\ntkCHm21ktVrJzAzy9tvfMWFCudbhtFpOTi3PPrudPn2StA5Fc3q9Hpcr8ueoFRcX89Zbb5Gfn89z\nzz3HlClTmD17Nu+//37Er92U//43mUmT+rFnj2zr19qECeWym02IForZ5CgYhLlzVS6+uAKLJfaa\nj8Nt7Vo7a9akY7Vacblc+P1+UlNjv4TWFLfb3aF7Tr7/3sxTT+VTUxP5v4NgMEj//v35+c9/Tt++\nfZk8eTKTJ0/m7bffjvi1mzJkiIO//30fublSXosFsptNiJaJ2eTo889h716FiRM7RkntzTdzWbw4\nPSqrDNESCAQwm82Ul3fM8lpxsYn//teMxRL5JDcrK4uePXue8LUePXpQUlIS8Ws3xWxWGTbsKBZL\nYh+ZEk9kN5sQzYvZ5KiwUKV7dy+DB2s7+TnSkpKSMJvN/P73O3nkkV1ahxN2y5frmTRpIHv3Rv4Y\nk1hzySUeXnttC9E4RWPw4MHs3Xti0/fevXvJycmJ/MVbQKZlxxYZGilE02IyOaqpgbfegvHjSzWf\n/BwJZWWhV0uLxUJtbS0ejwe7PZiQc5yGDq3hnnsO0rVrfDWVh4PRaIza4/f6669n06ZNFBYWcuDA\nAT788EOWLFnC1VdfHZ0AmqFLxAd3ApAymxCnFpPPWG+9BW53aPBjItqyJfQuev/+6oQfmmgyqVx5\nZQmpqTatQ4kqRVFwu91Ru97pp5/O7NmzWb58Oddccw1z5szhN7/5DWPHjo1aDE157LF0nnyyq9Zh\niFOQMpsQJ4vJZpDCQpVhw2rIyUmstzCKomCz2ejadRMANTUHgIHaBhUlDocDs9ncIY7QqKgw8PXX\nnbjggsNEs5o0cuRIRo4cGb0LtkJOjhswah2GaETDoZGzZvXijDOM3HWXwkMPaR2ZENqIuZWj77+H\nVasSZyK2z6dQWJhDba0dvV6Pw+EgNzcXoP5zR+HxwL//naF1GBG3dq2dhx/OweOJuV8vzUyZUsq0\naTVahyGasH+/iVdfzeGll/ah0wV55hmVGDylSIioiLln71deAbs9wAUXVGgdSlg4HCZefz2b1av1\n9aeym0ymEz53FJ9/buLhh/PZsyex/78vu8zBBx9sjItp5tFU9/gX2vP74cCB0Bwyg8GAzWYjOzuJ\nmho9+/YFqazU8+ijSkL2QQrREjH10K+bbXTJJeWYzfHfi2Oz2cjK8rFkySbGjKnSOhzNjRpVxTvv\nbKZv3/j/t22K2WyO+xlVkeDxeDr03KtY8tJL+dx+ewEmkxm/34/T6SQpqYaXXy5i82YbNpvKTTdp\nHaUQ2omp5GjlSti/P75LaitXpvHttxlYLBacTifBYBCrVdamARQFcnJ8Cf8CWSvbfU6pslLP/Pm5\nVFTEZKtjQlJVWLw4tBmirudRr9czceJhHnts50k9gMEgLFuWxU9+Ana7FhELERtiKjmaO1clP9/L\noEHxOdtIVeG997L5+GN7VHcqxRu3243Nlni712prFXbuTMXjkWnQpxIIKLzwQhZFRRatQ0lYTqeu\n/hw7k8lEcrKdzZtDg3R37dqF0+kkEAjQvbuXM85wnTRqYsMGOwcOmJg+PQFnqAjRCjGTHFVXw9tv\nw4QJ8TnbyGw2YzabeOSRHcycuU/rcGLe//4HM2eehtcbh//YjfjyyxSuvbZ3hxx42RKZmX5WrtzI\n8OHSmB0J27fbuOiiIezfn4HRaMTr9eJwOLjvvtDTfEs2gCxdmknPnioxuulRiKiJmeTozTdDu5ku\nvzx+Smp79piYNy8bu92Ox+PB6/VisQTjMrmLNkUJUFaWlFAllpEjq/nHP4ro0UNWjhqj1wdkWnYY\nfPedlcWLszAajdjtdqxWK716ubj77v0kJ1efUNpt6QYQl0vHf/6TwbRp0ogtRMz8CsyZozJ8eA3Z\n2fHTr7F5cybvvNOJkpLEOQ8tWk47zcPLL2+lV6/EmX2TnGzhzDNlVaQ5hmicp5Jg6rbUK4qCxWJh\n06YsFi7MxuutxeFw4HK5MBpVrrnmKOnpbdsV+MknabhcOmnEFoIYSY527IAvv4yfQ2b1ej02m41x\n4w6yYMFmbDZpuG4LRQGfzydHS3QwLpef4uIkrcOIC6oKt97aj3nzumO1WoFQz96UKftZtGhzWFd4\nli3L4oILVHr0CN99ChGvYuJV6ZVXIDk5wOjRlVqH0iiHQ8fzz+cCKQA4nU50utDxGKLt/H4/VqsV\nhyMmHoptoqrg9SbhcskKYks8/HBn7rmnt9ZhxByHQ8e//52Bx6NgNpux2+1YLGYuuqicgoIKXC5X\n/XFDRqMa1vJ9cXES336bLI3YQhyj+StSIBAfs408HjNLl2bx7bdBAgGZYRNOy5bpmTRpECUl8Vli\n277dwkUXDWD7dtmF1RLXXXeEv/ylROswYkpoen4qf/hDT7ZtS8bj8eBwOPB4PFxzzdGIN7EvW5ZJ\ncrLKlVdG9DJCxA3Ni/+ffALFxQqTJsVuSc1ut6MoTpYs2SQrRRFwzjk13HLLETIy4nOCcufOtdx5\nZwmnnSbjG1qiVy8PVquOjrzQtnhxFl9+mc6LLx4iEAjgdrvJzq7gww//R1ZWdH8PgkF4//3QbKME\nnLAhRJtonhzNnavSs6eXAQNi65ly5cpUPJ4Mhg934nA4AOhgp31Ejd0e5PrrD2K32+v/ruNJbq6B\na689qHUYccXtdqMoSn2ZKFGpKuzda8JgUOne3Y/ZbEZRFHJygnTr5qK62lHfN6QoRD0xAli3zs7B\ng0lMnx71SwsRszQtq1VVweLFMH587M02+u9/0/nySzNer2zLjpbQEQbx16gru69aT1XVDrGl32g0\ncs89fVm4sCvBYBCXy4XT6WTEiHLuuqs4JrbML1uWSa9eKuefr3UkQsQOTX81Fy0Cnw/Gjy/XMoxT\nuvPO7dxxh6wGRJOqqgQCej7/PFXrUFpMURRpxG6Dmho9N93Ug6++StE6lLDZv9/Eb35zGg5HMna7\nnaSkJPz+WmbP3sEvfrFH6/BOyekMzTaaPl2JuTeoQmhJ0+SosFDlvPOq6dRJ29lG331n5dVXu2Cz\n2di9ezcAR49KYqSFpUstzJhxGocOxf4KUmmpgeuuO52tW6Xe2lp2e4Du3T1YLPG5uaGpU+0PHw7N\nHvL5fEBoppfFEpvjPv7zn3Q8HkVmGwnxA5rVA7Zvh6+/Vnj0Ue0nYu/cmc6KFSlcc83h+hH7LRm1\nL8LvssvKGTDATbduQfwx3p/t8ejo29dDly4+rUOJO4oCs2btJikpCV8c/vW99FI+H3yQyscfF+H1\nevD7/SQlwcsvx9cQ0GXLMrnwQujeXetIhIgtmiVHr7wCKSkBfvQj7WYbJSUlodfrmTSpmAkTijEY\nWj5qX0SGTgf5+W6Skqz4Yzw76tEjyAMPfK91GHEtlBzFbnakqvDKK9n07u1j7NhQnB6Ph4kTDzN6\n9FE8Hk/clqMOHEhi3bpk5s/XOhIhYo8mZbVAAF55ReXSS8uivjW+vNzAE090RVGSqa2txe12o9OB\n9NTGFpfLhS3G9xV3hIbiSIu1mWGnOtV+48ZUvv8+CafT2eyp9vFk2bJMUlJUJk/WOhIhYo8mydGK\nFXDwoMLEidEvqfn9Fj79NJ3vvgvE9Tbi9evXc/fddzNu3DiGDh3KZ599dsrbPfXUU4wZM4ZRo0Zx\n8803U1ISP8P3Nm1S+Oc/c7QOo1GxvOIRL9avhzfe6Kx1GEDjp9o/9VQRN98cP783LVE32+iaaxSO\nnUoihGhAk+Ro7lyVXr08nH569Hb5KIqC3W6nc+ca3n13U8zNVWott9tNv379mDFjBsop3r7WJUF5\neXn84x//YOHChdxyyy1xVS6sqVHZvTv0EI2lkQo+n8Kf/9yLoqI4XjaIEZs22Xntteyo95e15lT7\nRLR2bTKHDiUxbZrWkQgRm6KeHFVUwDvvwIQJkZ9tFCrfZbNlSyYGg6F+wGAilNBGjBjB7bffzpgx\nY065Avbmm28CcM0119CnTx/y8vIYNWoUaWlp0Q61zQYPdvLTn64G4ODB2Nk9eOhQEhs3ytvtcJg8\n+SgrVuyO+O9kNE61jyfvvZdJnz4q552ndSRCxKaoJ0eLFoW2wV5+eeRLagaDnq+/zmDdOn3CvxNs\nSFVVNmzYAMDjjz/OpZdeyrRp0/j000+1DawN8vJib/dgjx4+3nhjCz16xM5qVrwyGMDr9UTs/qN5\nqn28cDh0rFyZLrONhGhC1J8a6mYbRXpMvs1mQ6eDv/1tK1OnHonotWJNeXl5fRlqyJAhPP/884wZ\nM4b77ruP9evXaxxd69SVAdPS0vB4YuOZ3Gq1oqqxObcmHvn9/rCUe7U81T6erFiRjtercOONWkci\nROyKanK0dSusWaMwYUJkDpn9+utkXn01F6vVWr+rJBFKaK3VsMw2duxY+vTpw7Rp0xg5ciRvv/22\nhpG13WefGbjqqoFUVuq1DiWuG/ljlcNhate/rdan2seTZcuyuPhi6NpV60iEiF1RTY7mzoXUVD8/\n+lFVRO5///401qyxUV0d383W7ZWWlobuFPWCnj17cvjwYQ0iar8+fVxMmVKh6aRhVYXFi7PZv192\nqYVTIACXXdazVbvWFi/O4v/9vz7HVocsBAKB+lPthwypjmC08W3fPhMbNtiZPr2DLpsJ0UJRW1fx\n++HVV1XGji0nKSm877xNJhOKonDVVfuZMoUOu1xex2Aw0KtXL3bs2HHC1/ft20eXLl00iqp90tMD\nTJ++H7vdXt9YH23FxUk8+WQuubkuMjNlJSJc9Hp49NFd9O59ctIZD6fax5NlyzJJTVW54ooO/iQp\nRDOitnL08cdw+HD4ZhsdOpTEn/7UHYMhGa/Xi8fjQafrOImR2+2mqKiI7du3A1BcXExRUVH9ytD4\n8eMBWLlyJQcOHGDRokWsWrWKn/zkJ5rFHA6hXUVGTa7dtauP//xnC0OHSmIUbsOG1dCt28nv1eLh\nVPt4EQiEZhtde62CxaJ1NELEtqitHBUWqvTu7aGgIFwlLwvr1qVQVHSEXr3CdJdxZMuWLdx+++0o\nioKiKDz99NNAKCn64x//yDnnnAPA+++/z2uvvUZ+fj6zZ89m0KBBWobdbsFgEIPBzNq1Js4+O7or\nSKGJ2JHbWdXR7d1r5NFHT+PBB4+Qk6Pi8/nw+XzMnr2D3FwpZbbXli1WSkqMMttIiBaISnJUXg5L\nlsAdd7R/tpFOp8NisdClSxVvvlmFXvv+XE2cffbZfPPNN83e7oknnqCgoCAKEUXPggVWnniiG0uX\nbopqGUXfUR9sEfT556m8/XZn/vGPg7z+ehrffWfj8OFa7PbjSehpp0lCGg6ff55Kv34qw4d3kOV1\nIdohKovSCxeGlnTHjStv08/7fArPPJNHUVEmiqLgdDoBOmxi1NFNmlTGvHk76Nw5es3ZW7bYcDjc\nUbteIqqs1HPgQBJA/Vb7tDQ9qam1lJW56dmzhltuKaV3b0mGIuHbb1NktpEQLRSV5KiwUOX886vI\nzGzbu3yz2cCWLSls2xZ7B1WK6DMaVXr3dmCJUuNEaamBadP6sWxZelSul4j0ej333tuXv/89H71e\nX7/VftCgch56aA8WS5CJE8uYPl12mkWK368wdarWUQgRHyJeVtu8Gb79VuEvf2lbI7bdbsflcvHC\nC1ul+VKcwOl0YrFYcLsju6KTmelnwYLdZGdHZgRFoqmoMPD887lMm1ZJQUGQQCCA2+3m3nv3kJFR\n2+QbnI40yT7azj0X8vK0jkKI+BDxdGPuXEhL8zNqVMtfWFasSGPevDzMZjMOh4NgMCiJkTil7dsN\nPPNMHpGcy5iUZOS00yqw22Uq9g+pamhlDUL9gFarlc6dzWzfbuPQIRWHw1GfvPbt6262R8zr9WLo\niJNbI+jgwdDuzkmTpJ4mREtFNOWom2102WVlGI0tf/U6fDiFbduScLuj03tQWJjDTTcVMHr0EO64\n40pgMYcOJZ90uxdf7MJllw3k/PPP5I47+rB/f/yccJ+o9u1TWL06nYqKyL2ghuNoi0T11ls5XHnl\nQAwGW/1W+9paB/PmbW3TyIPqaj1z5+ZSUqLNuIZEtGpVKgCjR2sciBBxJKJv0ZYvhyNHFCZMaFlJ\nrW7S7Q037Itq0+D69XauueYIp5/uYufOPfz2t0Yef3wM551XhNkcSurmzs3mjTc68+CDe+jSxcsL\nL+Rx5519eOutza1K/ER4jRxZzbnnfofNZsLrDf/ONadTh9EoB8wC/PvfGZjNKuPHe9Dr9fh8Ps4/\nv5zsbDcejzMsR/XodCpz5mTQs2cl2dlSYmuvQABWrw71ykmOL0TLRXTlqLBQpW9fN/36Nd4TsmuX\nmfvv74nRaMftduPz+aK+m+LZZ3cyfnw5PXt66NatEphGWZmNbdus9bdZuLAzP/3pIUaNqqJ3bw8P\nPrib0lIjn36aFt1gxUkMBlAi8KDxeBQmThzIW2+lhP2+Y53fH3phhdDEdZvNxurVmXz7bej31OFw\n4PP5yM318aMfVYXtDEO7PcjHH/+PkSNl0GY4rFmTQnn5Gbz66tqEG+khRCRFLDkqK4P33oMJE5qe\nbWQyWdm1y8LevbE05C0NUElJCb06FBcnUVZmZNiw40/YdnuQAQOcbNxo0yhG0ZDH48Fut+MP4+KR\nosCMGUc555yO9UJ95IiRSy8dzKZNnTGbzfj9fpxOJw8/vIP77tsf8evr9eqxgZuivZYuzaR/fzNT\np56F1Wpt/geEEEAEk6MFC0LNmpdddurZRgaDAavVSl5eOfPnb4mZCbihxt6n6dfvKL16hXqeysqM\nKApkZJy4zJ+ZWUtZmfRGxIp33kni+usH4HaH52FtsShcdtkh8vJi47EZCfv3m3j33Uz0ej02mw2b\nzUZOTpCbbjpMVlYlHs/xvr9oboqQgZvtV1Oj59NP05g+XSezjYRopYg93c2ZE5ptlJFx/K28y6Xj\nT3/qzp49mfXNmxBb56HNnTsUOJ1f/OILrUMRrVRQ4OTCCx0oSnh6wCwWC2okt8FpzGQysWVLJs88\n0w2HQ8XpdOJ0OgkGA0ybVkLXrtolhTU1PvbskSaZ9vjoo3QCAZltJERbRCQ52rgR1q9XmDix9ISv\n22wGDhywsmtXgGAw9rZFP/54NzZsyAPGkJ5+/B1zZmYtqgrl5SeuEpWVGcnMlKbRWNGtm5fbb99L\nZmZ4ygex+Bhtjwcf7MHf/tYDm82G0WjE6/UyZswhPvrof1gssfX/+uSTnbnrrr4RHdGQ6JYty2Ls\nWOjSRetIhIg/EUmOXnkFMjL8jBx5fLaR3W4HannhhW1ceGFlJC7bLo8/3o3PP09j1qwVwIl9FXl5\nPjIza1mz5vj2fodDx+bNNgYPju7hp6J5Ho+nXWUZVYVbb+3HkiXx2fdSW6vw9dfJVFbqMRqN2O12\nrFYrAwY46N27GqfTWT9s0WRSY3K35dVXH+Xvfz+odRhxa/duM5s22Zg+PYaW5YWII2Hfyl9bC/Pm\nqYwdW8aSJVl4PGamTz+CwxFKImKphFbnsce6sXx5Bk899T0+nx/oTFWVGa9XwWQKvXBcd90R5szp\nQrduXnJzQ1v5O3f2MXq0TE2ONYFAALPZxnffqfTv72r1z3u9CgMG1NK5c/z1GimKQm2tjV/+sg+P\nPLKfSy45Wp8ITZnS+r8LrXTv7sVi0RHh4ecJa9myTNLTVSZOjMEnXCHiQNiTow8+gKNHFX784wpW\nrcqirCyAzxfbLzJvv90JRYHbbuuLqvYBruDOOxX++Me9TJgQaii/+eYSPB4djzzSnZoaA2eeWcOz\nz+6MyXfdAv71LxsvvpjHsmUbSU1t3Xl8ZrPKvfceiPnHLZx4qj2ouN1urFYHixdvpmvX+J7P5Ha7\n0el0CVfejLRAAD74IJPrr1dktpEQbRT25Oi++1QyMgKsXp1KaqqT/Hw/a9faSUvzk5rqJy3NH7aZ\nKOHyzTfr6v+8bds2pk6dyrx580+aC3LbbYe47bZD0Q5PtMGVV5Zy1lle0tKCre5bicZ5bW1RWanH\n4YA2CfoAACAASURBVNDTtasPs9mMwWA44VT7hn1D3brFd2JUx2w212/cEC3z9dcpHDliZPp0rSMR\nIn6FNU0JBqGqCgwGPa+9lkNFBajqycu6dnuAtLQAqal+UlNr65Omus91H6mpgfqvJyXJCo1oOYsl\nSP/+Vdhs9vqSbkvpYvAgv7pT7Tt18vP447vqt9gPGgSDBp16XEa8c7t13HJLD66//mBM9inGqmXL\nMhkwQOWss6SkJkRbhTU50ung0KHjv5CBAFRWhgZClpY2/KynrExPaWkSZWVw9KjKnj0qpaUK5eUQ\nCJz8S221BusTpbqPhgnVqRKsuqM/RMflcDgwm80nzOtpyvPP5zF0aA3DhkU4sCa051T7RBJKcB2k\np4f/WJhEVV2t59NP03n0USUm+zuFiBcRLXDp9ZCZGfro27epWyrHPkI7haqqTpVQ6Y4lU0mUlkJp\nqcrmzSqlpVBeruDznfxMYDYHT7lCdTzJCpyUWMnW4cSza5eRjz5KZdq0kiZv5/fDli3J5OdHr6Sm\nqlBWZiAry49Op8NsNmM06o6dal9B167HV7369o29Ul+k/eY3+zCZTHgTo0oYccuXZxAMIrONhGin\nGOv+Ce1mS0sLfZx2WpO3pGFC5XA0llDpKCszUlpqoaxMZft2lbIyKCtT8HhOTqgMhtC78t/+tifZ\n2X2bXKWqK/3Z7QF5lxbD1q83snRpZ666qpTk5MZXXQwGmDNnLy5X9JKQt97K4W9/68KXXxbh9zvr\n+2vmzdsatRhiXd1MJtG8ZcsyGTcOsrO1jkSI+BZzyVFbKAokJ4c+evRo8pbUJVQALtfxZKouodqw\nQcfjj8OIEWZ0umRKS1V27z6eUDmdp0qo1PpVqJQUP2lpDfuoTl6dqqmJvZ6WRHb55eVcckkldrsB\nn6+p5MiA2+2OWKL7w1PtvV5v2E+1T0T+cB6Yl8C+/97M5s02HnpI60iEiH8d+unYaoXu3UMfdSZN\nKuDqq0MnWIfOaTwxofJ4TkymQp8VysoMlJUZjn1N5cABlf/9L5RQVVf/8NU2tEX85z/vQ2bmGfUl\nv+Ya05OTY2+nXzxQFEhKCjY7GNJoDN85eX5/6Lp6fSjpMplMrF6dSWqqhwsvrKi/XW4uMXOuYKza\nsEHh229zmDr1sNahxLRlyzLJyFCZMEGWsYVoL3mp/QGr1cpZZ53V6PfNZsjLC3007sSEyueD8vLj\nCdU338C998JNN4VeNMvKTJSWqhw5Alu3qpSVKVRUnPoJLjU1UJ88paTUnrQ6Vfe98vIkgLCeUh/v\n3G43NpuNmhrnKQ9R3bUL8vPbf50jR4xce+3pPPXUIc49txqPx4Pf7+fhh3dE9fDWRLFzp4U33+zE\nlCklssmiEX5/aLbR1KkKSUlaRyNE/JPkKAqSkiAnJ/QBMHRoARde2HB1Co4nU6HPfj9UVJx6p19p\nqb4+oSothaKiuoQKgsG6+3ECMG1af+z2wc2OTvhhglU3GTzRvPuumQULuvHyy9vqV+HqZgx+9ZWN\nCy5o3f3t329i7Vo7V11VidkcOm4kJ8fT4FT746tCkhi1zbhx5Vx9tReXKzEfk+Hw9dcplJYamTZN\n60iESAySHGmgudUpCDUHd+oU+mjciQlVMBganVBaCl9+CdOnwx//CMnJdQnV8Z1+e/Yc76NqbHTC\n8RWqUzekV1eHMrvSUgMejxIX7+q7dXMxeLAXv1/BYAjFW5e0jBtXBmS1+L6On2rfmbFjKwgEnPXf\na25nnGg5vR48no63U681li7NYuBAlSFDpKQmRDhIcpRAdDrIyAh9dO1awKBBP1ydqnPiTr/q6h+u\nTnFsl9+JoxO2bDmeUIVGJ4QG8/36132AszCZgqSnBzg+i6rpxvS0ND9WazCqO/0KCtwUFOw+YQp2\n3TEhOl3Ts5AefLAHGRkwc+ZRfD5f/an2F154SI6RibBgMNiqeVUdSWWlns8/T+Mvf5HZRkKEiyRH\nCaolq1MQahpOTQ19tGZ0gtMJ+/cXsG7dWuz2ApzOuoRKR2mp8ViCpbJjx/FZVG73yc/cRqPaIHmq\nPWmVyukMncy+c6cZm81EWpo/LKMT/H4/iqKgqiqlpaUAHDx4kMGDB1Nbq7B2rZ2CAhedOukwmUwE\ng0EGDHBgswVxOo+vECVq+TEWVVebqK72k5UljXQNLV+egarC9ddrHYkQiUOSI9FqigJ2O/Tvb6V/\n/6YSsJNHJ5x6p5/xWEJlbjAtPZRQORxHAXjggZ7AGQDo9WqDHqrQClVTq1OpqX5SUgIn9PzU1tZi\ntdr597/1pKfnApCbm5swp9onGlWFH/84n3HjyvjVr4q1DiemvP9+FuPHQ+fOWkciROKQ5EhEjdUa\n+ujWralbnZhQVVQUsGbNWtLSChrMpVKOjU0w1K9QFReHRieUlytUVZ28rKTTqaSk1J3pF1qhKikx\nUlRkxWIJvdiajh1hniin2icSRYFHH/2enj07xtEpLbVzp5ktW6z8+c9aRyJEYpHkSMS09HQrY8c2\nVx48MaGqrQ2NTjixj0o5lkwZKC01sWePyr59odu73TsBKCoqoqCgAEicU+0TyZAhTux2O608Rzgi\nJk2axKFDh076+k/+P3v3HR5lmT18/Du9ZNJDDCmQQIAEEVFAmiCoqAjBXRBsqCjYeAFXcY2yKqg/\nC7iWRSzYKKLoWlAIrMiu7FpWkRVEBEIPSYBACkmY3p73j5BAIEDKzDxT7s91cSFhmOdMTCbnuc+5\nzz1uHA8//HDA4li5MomkJImRI0WzkSD4kkiOhLCj0dQdn3CmIxSWLIH77oPUVAdPP13GmjWHWbIE\nJHGwXtDz1s9dkNmSJUsaxbJ7926mTp3K8OHDAxaD2w1ffZXIrbcq8OH8UkEQEMmREEGsVpg6VWLh\nQgWjRlWSn19CUpIBuz2FJUsgJycHpVKJxxPYHXRC89Ud76KQPZGNi4tr9OfvvvuO9PR0LrroooDF\n8N//xlJZqRazjQTBD8RYOiEibNsGfftKLFsmMWtWEbNn78dg8LJzp46HHjofqFs5sli03H57d/73\nP5PMEQtN+eknE+PHd2/y0Gi5uN1u/vGPfzB69OiAXregIJELL5S48MKAXlYQIoJIjoSwt2RJXWJk\ntztYvHg7eXmVDX8XF+dm6NDqhj+7XC4yM61kZ4tF1WCUkuKkXz8bNtvZz8kLpHXr1mE2mxk1alTA\nrlldreK77+K4887gSRIFIZyI5EgIW1Yr3HmnxO23w+WXV7J48XY6d248RDA52cPYsRUNf46J8fDU\nU0XExVVjNBpRijM/gkrHjg7y80uIjw+eWUcrVqxg4MCBJCU1f7p6W331VQIgZhsJgr+I22MhLG3b\nBuPGSezdKzFr1v5Gq0XNZbVa0Wg0bN4cx9GjHoYMqfFDpEJLuVwutFptw2RzOZWVlfHzzz/z17/+\nNaDXLShIYtQoCGA+JggRRdwWC2HnbGW0lnK5XKxYYeKTT9ojNrMFD22QHD3/5ZdfkpCQwKBBgwJ2\nzZ07DRQWGrnjDlFSEwR/EStHQthoajeawXD2rd81NUrWrz978/XMmcVYrUqioozY7fag2U4eyb78\nMgqNRiXrap4kSRQUFDBq1KiAll9XrkykXTuJa64RyZEg+ItIjoSwsG0bjB1rYe/e7cycGcWYMc07\n6qO0VMOrr551ZDcKBURFeRvKbFqtlu3bIStLHIIql4ICEykpOlmTo/Xr13P48OGA7lJzuRR89VUi\nd9whZhsJgj+JspoQ8urLaMeO/YbT2Zfu3Tc2+9/m5Dh4663CZj/e5XLx888qxo/vzsaNYru/XF54\nYQ9PPllx7gf6Uf/+/fn555/JOPt5OD71ww8xHD0qZhsJgr+J5EgIWafuRnvyyX0tfg6VCozGljUT\nXXCBhblz9zJokFfsZpOJWk1Efu5Xrkzi4oslLrhA7kgEIbyJspoQkprajVZYGJiOaYUChg2rxmaj\nocxms9nFVO0As9sjq6xZVaXmhx9iefll8YUmCP4WebdeQsjz5W60tnK5XNjtdubO7czrr6fKFkck\ncrncFBfHECn98V99lYBSCTfdJHckghD+RHIkhIzmDHVsqX37tMye3bFNzyFJkJFxjE6dpIgs9chl\n8+Yoxozpwo4dRrlDCYiCgiRGj4bERLkjEYTwJ8pqQkjwxVDHpmi1XtLSHOze3frnUCjg5puPAKBS\n1ZXZIq3kI4cePSwsWFBEp042uUPxu8JCAzt3GnjpJbkjEYTIIG5zhaDnzzJaWpqbu+4q89nz1ZfZ\nIIb33kvBHTynXIQdtRp6967EaAz/t7GCgkSSkyWuvlruSAQhMoT/u4oQsvxRRguU77+HDz88j/Jy\nvdyhhD29Prw/x/WzjW67TYFarPULQkCIbzUhKPmrjBYol15ayxdfbCE+XoVKpRdlNqHVvv8+lupq\nMdtIEAJJJEdC0FmyBO67TyIlxcHixXv8ulpksSjYtcs/Kw8mkxeXy4vL5cJkMrF9u4v27R0hffe/\ncOFC1q1bx/79+9HpdPTs2ZNp06bRsWPbmtrb4oUX4qisTOLxx/fLFoM/rVyZSJ8+EuefL7bwC0Kg\niLKaEDTkKKMVFWl58sksv14DoLrazPTpXXnllcBNU/aHTZs2ccMNN7Bo0SJef/113G43U6dOlXVl\nLCPDTk6OS7br+1NlZd1sI3HIrCAEVgjfwwrhRK4yWufOTp57bg+PPurf66jV8PTTe0hNreuRCdUy\n27x58xr9efbs2QwfPpzCwkJ69eolS0x5eZWYTCbMZlku71f/+EcCKhXceKPckQhCZBErR4Ls5Bzq\nqNdLZGQ4A3KtHj2sJCRYsdvtmEx157JJgRnq7TfHjh1DoVAQExMjaxwuV/itHElS3WyjP/wBEhLk\njkYQIotIjgTZhPJutLYym81s3NiOyZO7UVurkjucVpEkiRdffJFevXrRqVMnWWNxOByoQ7mZqwmF\nhUZ27zYwcaIoqQlCoIXXu4kQMkJ9N5ovaLUWsrOjSErS4HR65A6nxZ5//nn27dvHu+++K3co1Naq\nWLEileHDD3HeeeGxirRyZSIpKRLDh4vkSBACTSRHQsAFcjfauZSUaPjb39JkuXaPHlZ69CjC6eR4\nz0zoNM3MmTOHH374gXfeeYekpCS5w0GplHjvvQSysqrDIjlyOhWsWZPAvfeK2UaCIAdRVhMCJhjL\naB4P2O3y35mbzWaMRiMff3wehw5p5Q7nrObMmcO3337Lm2++SUpKitzhAHVjE9au3cyllx6TOxSf\n+PbbWGpq1Nx+u9yRCEJkEsmREBDbttU1XS9bJjFrVhGzZ+/HYJD/OPXMTBf5+aVyhwHA4cMOPvgg\nmQ0bgvdk0eeff56vvvqK//u//8NgMFBZWUllZSUOh0Pu0FCppLCZll1QkMQll0jk5sodiSBEJrFg\nK/hdMJXRgll0tIdly7ZiNHqDtsz22WefoVAouOeeexp9/IknnmDUqFEyRXWCShWaze0nq6hQ8+OP\nMcyfL/+KpiBEKpEcCX5jtcLUqRILFyoYNaqS/PySoFgtCmZRUXWfn/oyW1WVk+pqBSkpwdFHs2HD\nBrlDOKtjx5zs368jM1P+lazW+sc/ElGrxWwjQZCTKKsJfhGsZbRTOZ11U4iDkdVqZcGCVCZPzsHp\nFKsIzfHii8ncf3/XkJ0fJUmwcmUSf/wjxMXJHY0gRK7g/KkghLRQKqPt2qXj/vu7yB3GGU2ceIBB\ng6pISIgKyjJbsBk/vpybbrLJHUarbdtmZO9ePa+/LnckghDZxMqR4DNn2o3m9cIbb6Ry3XU9GDTo\nIv7wh/N5553g2OXUsaOLhx8uljuMM4qN9dCnj7mhzKZUKkN2VSQQOnRwkJ1tRRGiC20FBYmkpkpc\neaXckQhCZBMrR4JPbN8O11/f9FDHRYtS+PzzJJ58sohOnWxs2xbFk09mEh3t4YYbyuULmrot4D17\nWmSNobmsVis2m5577unE9OnF9OkjVpKaYrPZUCqVeL3BV8Y9G4dDwZo1ify//6cgDPrKBSGkieRI\naLNzldG2bInissuqGTiwFoCUlGq++qqWrVujAHmTo1DjcrnIzLSSnS2+dc9Gr9djtVrlDqNFvv02\njtpalZhtJAhBQJTVhFZr7lDHnj0tbNgQQ3GxDoCdOw1s3mxi0KCaQIcc8mJiPDz1VBFxcdUNZTah\nMZtNyc03Z/LNN6HV0VxQkEj//hLduskdiSAI4vZTaJWzldFONXFiGRaLkuuvPx+lUkKSFNx33wGu\nvvpoACNuWlmZmqVLk+UOo1WsVisajYbNm+M4etTDkCEi2QQwGLzk5pqJj3fLHUqzlZdr+PHHGN58\nM0SbpQQhzIjkSGixlu5G+/rreL76KoFnn91LVpadnTuN/PWvGbRr52LkyKoARd00s1nJli1RssbQ\nFi6XixUrTJSVGRk8uCZkG5F9bcaMYnQ6HUEwuLtZVq1KQKuF8ePljkQQBBDJkdACrR3qOG9eOnfc\ncYgrr6wGoHNnOwcPalm0KEX25Cg728mcOfuYMEHWMNpk5sxirFYlUVFG7HZ7yDUi+4tGowmKY03O\nRZJg1aokxoyB2Fi5oxEEAURyJDRTS8pop7LblaetaCiV4PWKZQ5fUCjqJmvXl9m0Wi3bt0NWVvDO\nlwoEtzs0ympbtxrZt0/PggVyRyIIQj3RzSmc05Il0KePhN3uYPHi7S1KjACGDKnmvffa8/33MRw6\npGXdujg+/DCZyy+Xv+co3LhcLn7+WcX48d3ZuNEkdziy+vVXBUuXBsc8rbNZuTKJ9HSJyy+XOxJB\nEOqJlSPhjHx1NtrDD5fwxhupzJ3bgaoqNe3aubj++nImTTrkh6iFCy6wMHfuXgYN8uJwhN68H1/Z\nvdvAJ5+04/rrD6PXB+fkTLtdwddfJzB9uphtJAjBRCRHQpPaUkY7lcHg5cEHS3nwwVIfRugbW7fq\nmDAhV+4wfEqhgGHDqrHZaCiz2Wz2iGvWHjGiivHjHVitwZkYAfznP3EcOyZmGwlCsBFlNeE0bS2j\nhZLUVDeTJh2UOwy/cblc2O125s7tzOuvp8odTkCpVGC3B/c5awUFiQwaJNEleI/3E4SIJJIjoUFz\nhzqGk/h4D8OGhfd8IEmCjIxjdOokRdzQSK/Xi16vlzuMJh0+rOGnn2K4444IW9IThBAgymoC4Nsy\nmhBcFAq4+eYjAKhUdWU2uz28k96T1dbqqK11k5QUXLvXVq9ORK+HcePkjkQQhFNF1m2k0KRIKqNF\nuvoyG8Tw3nsphMhu91aTJLjuuo58+OF5PnvOTZtMPPBAZ0aMuIC+fS/mP/9pPJzorbfac/313Rk8\nuBeXX34hU6Z04fffjafFVVCQxNixEBPjs9AEQfARkRxFsEgso52qokLF6tXxcocRcN9/Dx9+eB7l\n5cFZcvIVhQKee24Pt9/uu4TfZlPSrZuV/PziJpvcO3a0k59fwscfb+Pdd3eQmupg6tQuVFef2I62\nZUsU+/frRElNEIKUKKtFKFFGq1Nerubzz9vJHUbAXXppLV98sYX4eBUqlT6sy2y9elkwmUyYzb55\nvoEDaxk4sBaoWwE61alnBj7wQClffpnE7t0G+vSpC2LlykQyMiSGDhXJkSAEI7FyFIFEGe2E3FwH\n77yzU+4wZGEyeRvKbCaTiZISXdiW2eSa9eR2w+eftyM62kOXLnU75+x2BWvXJjBxooII648XhJAh\nVo4iiK+GOgrhp7razPTpFzBoUDUPPVQidzg+Z7PZUCgUSE0t9fjB99/HMHNmJ+x2Je3auXjttV3E\nxnoA+Pe/4zCbxWwjQQhm4r4lQmzfDn37SixbJjFrVhGzZ+8XiZHQQK2Gp5/ew513Vgbt1ve2+Okn\nE+PHd8duD0wZq0+fY3z44Tbee6+QAQNqeOSRTg09RwUFSQweLNG5c0BCEQShFURyFAFEGU1ojh49\nrCQkWBvKbNB0T00oSklx0q+fDZstMGd06PUS6elOevSw8thjxahUEl98kURZmYb166NFI7YgBDmR\nHIUxsRvt3Hbu1DFtWrbcYQQds9nMxo3tmDy5G7W1oX/oV8eODvLzS4iPl6epyusFl0vJqlWJGAxw\n/fWyhCEIQjOJnqMwJXajNU9cnJuhQ6tZvlzuSIKPVmshOzuKpCQNTqdH7nDazOVyodVqcTqdbXoe\nm01JSYmuYVXtwAEdO3caiIlxExfn5t1323PZZdUkJbmorlbz8cfJlJdrueKKozz0UDbjxkF0tA9e\nkCAIfiOSozC0ZAncd59ESoqDxYv3iNWis0hO9jB2bIVIjprQo4eVHj2KcDo5vhXeR3vhZeSL5Gjb\nNiP33tsVhaJujtIrr6QDMHJkJY8+WkxRkZ7VqztTXa0mNtZN9+4W3n23kNpaFcXFOiZO9MELEQTB\nr0RyFEbEbjTBX8xmM0ajkYULoxky5Cjt27ctwZDLl19GodGoGDKk9efp9e5tZsOGjWf8+xde2Nvk\nx59+uiMdO0oMGSL6jQQh2ImeozAhdqMJ/nb4sIMPPkhmw4ZEuUNptYICEz/+GHvuB/qYzabkn/+M\nF7ONBCFEiJWjMCDKaK1XU6Nk/XqT3GGEhOhoD8uWbcVo9IZsme2FF/YQE2PEag3sddeti8NiEbON\nBCFUiHuYECZ2o7VdaamGV1/NkDuMkBEV5UWhOFFms9vVlJVp5A6r2dRqUMqwdLNyZRKXXSaRlRXw\nSwuC0AoiOQpRoozmGzk5Dt56q1DuMEKS1WplwYJUJk/OwekMnT6aQJ8jd+iQlg0bxGwjQQgloqwW\ngkQZzXdUKjAaw2TSoQwmTjzAoEFVJCREhUyZzeVyU1ISQ3p6bUD6f1atSsBkkrj+epEcCUKoECtH\nIUSU0YRgExvroU8fc0OZTalUBv1U7c2boxgzpgs7dhj9fi1Jqjsu5PrrISrK75cTBMFHxMpRiAjG\noY6ffvopn332GQcPHgSgc+fOTJ48mYEDB8ocWXj7+9//ztKlS6msrKRLly78+c9/5vzzz5c7LKxW\nKzabnnvu6cT06cX06ROcK0k9elhYsKCITp1sfr/Wpk0mSkt13HGH3y8lCIIPiZWjEBCsZ6OlpKQw\nbdo0PvjgA5YuXUqfPn2YMWMG+/btkzu0Ztu3T8vs2R3lDqPZvv76a1555RXuvvtuPvjgA7p06cK0\nadOorq6WOzSgbgp1ZqaV7Ozgve9Sq6F370qMRv+//a1cmUhWlsTgwX6/lCAIPiSSoyAW7GW0Sy+9\nlIEDB5Kenk5GRgZTpkzBaDSyZcsWuUNrNq3WS1qaQ+4wmu3DDz9kzJgxjBo1iszMTGbOnIler+fL\nL7+UOzQAYmI8PPVUEXFx1Q1ltmCl1+v9+vxWq5J//SuBO+5QoBDtRoIQUoL3nSvChdpuNK/Xy5o1\na7Db7fTs2VPucJotLc3NXXeVyR1Gs7jdbrZv307fvn0bPqZQKLjkkkuCMiG1Wq2oVCq2bEng228D\nP3hRbt98E4fVquS22+SORBCElgrete8IFkq70Xbv3s2dd96Jw+EgKiqKF154gczMTLnDCkvV1dV4\nvV4SExtPqE5ISGD//v0yRXV2LpeLFStMlJUZGTy4JqhWUF54IY7KyiQef9w/n7uCgiSGDZPo2DGI\nXrQgCM0ikqMgEopno2VmZvLhhx9iNpv517/+xaxZs3j77bdFgiQ0mDmzGKtVSVSUEbvdjtcbHF/T\nGRl22rXT+eW5DxzQ8r//RfP++355ekEQ/EwkR0EiGHejNYdarSY9ve5U8pycHLZu3cqyZct49NFH\nZY6seSwWBbt2+bf3xFfi4uJQKpVUVjb+2qiqqjptNSmYKBR1k7WtVisajQatVsv27ZCVJe+KaF5e\n5fFjUHz/3KtWJRIdLfHHP4pVI0EIRaLnKAi8/35w7kZrDUmScDpD58T2oiItTz4ZGmc6qNVqcnNz\n2bBhQ8PHJEliw4YNIdPn5XK5+PlnFePHd2fjRvnPtHO5XD5/Tq8XVq1KYtw4MdtIEEKVSI5kVL8b\n7bbbgnM32rm89tprbNq0iUOHDrF7927mz5/Pxo0bufbaa+UOrdk6d3by3HN75A6j2W655RaWL19O\nQUEBRUVFPPvss9jtdvLy8uQOrdkuuMDC3Ll7GTTIK/tuNofDgVrt2wX0jRtNHDigFceFCEIIE2U1\nmYRqGe1kVVVVzJ49m4qKCkwmE9nZ2cyfP7/Rbqpgp9dLZGSEzkrX8OHDqa6uZsGCBVRVVdG1a1de\nffVV4uPj5Q6t2RQKGDasGpuNhjKbzWaXpVm7tlbFihWpDB9+iPPO880qUkFBIp07SwwaJJIjQQhV\nIjmSwfvvw733hsZutLN5/PHH5Q4hIo0bN45x48bJHYZPuFwuXC4Xc+d2JjraxpQpBwN6faVS4r33\nEsjKqvZJcmS1KvnmmwRmzhSzjQQhlInkKIBCcTeaIPibJEFGxjESElQolcqA7mYzmbysXbsZtRqf\nnAn3z3/GY7MpuPXWtj+XIAjyEclRgIRDGS0clZRo+Nvf0uQOI6IpFHDzzUcAUKnqymx2e+BWU1Uq\nCb3egM3W9rPWCgoSufxy6NDBB4EJgiAb0ZAdAOG0Gy3ceDxgt4v6R7BwuVzHE6MY3nsvBbc7MNdV\nqVRtfo7SUi0bN0Zz553i60kQQp1Ijvwo1HejRYLMTBf5+aVyhyGc4vvv4cMPz6O8PDAzqI4dc1JU\n1LaBkKtWJRITI/GHP/goKEEQZCPKan4iymiC0HqXXlrLF19sIT5ehUql93uZ7cUXk/nuu3i++GJL\nqxqp62cb3XCDAqPR9/EJghBYYuXID0QZTRDazmTyNpTZTCYTJSU6v5XZxo8v5/XXW79T7pdfojl4\nUMsdd/gwKEEQZCOSIx86uYx2xRWijBYKnE6orBQLqMGuutrM9OldeeWVDL88f4cODrKzra3efr9y\nZSJdukj07+/buARBkIf4qeAjoowWmnbt0nH//V3kDkM4B7Uann56D6mpoNf7p8xms9laNUrAOkdE\ngAAAIABJREFUbFbyzTfxPPGEmG0kCOFCrBz5gCijha6OHV08/HCx3GEIzdCjh5WEBGtDmQ18M5vo\nZHp9yxvA//nPeJxOMdtIEMKJSI7aQJTRQp/J5KVnT4vcYQgtZDab2bixHZMnd6O2tu3b8AFsNiU3\n35zJN9/EtejfrVqVxJVXQnq6T8IQBCEIiLJaK4kymiDIS6u1kJ0dRVKSBqfT0+bnMxi85OaaiY9v\nftd3SYmOTZtMLFvW5ssLghBERHLUCuFyNpoghLIePaz06FGE0wkmkwmz2dzm55wxoxidTofD0bzH\nr1yZSGysxHXXiWYjQQgnoqzWAqKMFn7KytQsXZosdxhCG5nNZoxGIx9/fB6HDmnb9FwajaZZj/N4\n6kpqN92kwGBo0yUFQQgyYuWomUQZLTyZzUq2bImSOwzBBw4fdvDBB50xGJSMHn2o1c/jbuYwpf/9\nL5rDhzVMnNjqSwmCEKTEylEziN1o4Ss728mcOfvkDkPwgehoD8uWbSUv71DDbrbW+PVXBUuXppzz\ncQUFiXTrJnHJJa2+lCAIQUokR2chymiCEFqiorwoFCfKbHa7mrKy5pXJ6u3ebeCTT9qd9UDi+tlG\nd9whZhsJwcHhgIMHYf16WLBA7mhCnyirnYEoowlCaLNarSxY0IG1a2P5/PPf0WqbNxRpxIgqxo93\nYLWe+fFr1ybgconZRoJ/2GxQUQGVlXW/6v+78e8S5eXS8ccoMJtPztIlJkxQECU6BlpNJEdNELvR\nBCE8TJx4gEGDqkhIiGr2bjaVCux221kfU1CQyFVXQWqqL6IUwpUkgcVyemJz6JCVHTsKUShyqKkx\nUlEhUVFxItGx2U5fjtRoJGJjPcTFuYmNdREb66ZjRzcXXugmNtZNXJwbrVYiKkrH/fensXw5TJgg\nw4sOEyI5OonVClOnSixcqCAvr5KHHy7BYGjZUQJCaNm6VceECblyhyH4SWyshz59zJjNHC+z2fF4\nvOcshXm93jMeU1JUpGPzZhMzZ/opaCEoSRLU1p5tJafu97okR6KiAqqqFDgcp3+xqdXbcLv70rHj\nDyQnX0BcnIsuXdz06VOf/LhP+72+ZHwmDoeCm246n7y8Cnr3PsbChSYmTBA139YSydFxoowWmVJT\n3UyadJB335U7EsHfrFYrNpuee+7pxPTpxfTpc/aVpNpaHbW1bpKSGu9eW7Uqkbg4idGjxQ+eUOX1\nQnV148SmshIOHrSya1chULeiU1e2OpHouN2n/z83GLzHExhPw4pObu7pCU79r9hYD0VFO7j1Vnjm\nmX3k5Oh88pq0WokpUyrIzj5KUpKLJ59UsmrVDoYNy8FoNPrkGpFEJEeIMloki4/3MGxYjUiOIoTL\n5SIz00p29tnf+iQJrruuIyNGVDJ9+oGGj3s8sHp1EjffrKAVx7AJfuDxwNGjZ1/NqevP4Xiio+Do\nUfB6T0909Pqt2O2XkJX1Pe3b9yA21k16+smJzukrOzpdyw/480cTv8kUxZVXlgGQnOxizpwKRo3q\nyy+//MLFF1/s+wuGuYhOjkQZTRAiS0yMh6eeKgJOlNm83tO/5xUKeO65PWRlNT6WZMMGMdvIn1wu\nqKpqOsEpK7Oyd28hHk83qqqMVFZKVFYqqK4GSTo924iJOZHIxMa6iI/3kJXVOLE5eVUnNtbDnj07\nmTABnn66iJyc0Ml+VSpVoxKw0eilb98avvvO94czR4qITY5EGU0QIpvVakWj0bB5cxxHj3oYMqSm\n0d/36mU5fizJiY+tWJFEbq5Enz6ipHYuDsfZ+3Pq/ls6/quubFVTc/rnVaGoa0Q2GH7j0KEBXHTR\nv0lPP5+uXU9PbuqTnpgYN+oI+en200/R9O4NGs2xRh8fMqQuOdq0CXr3lim4EBYhXz6NiTKaUK+i\nQsXq1fFyhyHIxOVysWKFibIyI4MH15xW7jh5VenYMRX//ncczzwTebONrNamEpsTvx8+bGX//u04\nHHWrOlVVp24tr6NSScTFeRpWbWJjXaSluene/cyNyNHRHlQqKCzcw4QJMGNGKTk5LR/yuXBhCuvW\nxbF/vx6dzkvPnmamTTtAx451B+m53fDRR72AzUyalEtMjMQllxxj2rTS0/rOgoXTqeCpp7IYMaKS\nadMaJ0fdutXtuFyxQmLyZDmiC20RlRyJMppwqvJyNZ9/3k7uMAQZzZxZjNWqJCrq9DKbzWZDoVAg\nSRJffx2Px6PglltkDLaN6reWn70/5/QVnTNtLa9fsdFofmH79iEMG/ZPLrqo+xkbkU0mj2yJ5aZN\nJm644Qjdu1vxeGD+/DSmTu3CJ59sRa+XsNuV7N8fD0zjmWduJympC3/9awYPPpjNkiWF8gR9Djod\nLFu2G7X69Bt85fERz2vXgtkMbRgaH5EiJjkSZTShKbm5Dt55Z6eYBxLBFIq6ydr1ZTatVsv27ZCV\nZeenn0y89FIHFi/eRkFBEldfDe3byx1xnfqt5edKdMrKLBw6tB2LJYeqqiicztOzE53OS3y8p2E1\nJzbWTdeubvr2bboJOS7OjdF4Ymt5YWExEybApEll5OTEBfgz0Tzz5u1u9OfZs4sYPvxCCguNx0uo\nXvLz1zFhwuekpIwhJ8fKww+XMHFiDocPazjvPJdMkZ9ZVFQUknT2XZd2u4LPP4fbbgtQUGEiIpIj\nUUYTBKE5XC4Xv/yiZdKkbixYsJOUFCf9+tkoLDSyZUsUTzzhn+vWby1vui+n8Qyd+mGBZ9pabjR6\nG/XeKJW/sGfP5YwZ8xWdO+c2uaqj10de1+6xY2oUirrG7TM/RoVCUXduX7DR6XTNGmyam2th4UKJ\n226LsFpwG4V1ciTKaIIgtNQFF1iYO3cvgwZ5cThc5OeX8NJLySQkSOTlnfsHjMdTt+Pq3GWr+oGB\nZ95abjJ5TurRcZ22tfzURuSmtpYXFh7kxx9hzJgKcnLKffZ5CmWSBC++mE6vXmY6dWr6ZtnpVDB/\nfhpXX12F0RhcPzfmzUujf387l1ziOOdjhwypZsECBfv2QVZWAIILE2GbHH3xBcycKbFvnyijCYLQ\nfAoFDBtWjc0GGo0Gu13NihVJDB2qYNWqc/fnHD3adAJVNySwLqGJiXGRkOAmK+v0ktXJM3U0mshb\n0QmE55/vwL59Bt59t+leIo9HQX5+JxQKeOSR4gBHd3Yul4KiIhMdOzavAtK37zHef9/LkiVKZs3y\nc3BhJCyTo+pqGDtWQqOReO21A1x6qQOLJZqiIi2dOzsbLSGXlGjweCAz80Q92emEXbt0dOzowmQ6\nccdQVqbGbFaSne1sdL2tW3WkprqJjz+x9FpRoaK8XE1ubuPMfscOLfHxHpKTTzy2pkZJaamGnBwH\nKtWJx+7dq0Gnk0hLO7FTwmJRiNdxhtehPN6BuH+/ns6dY5v1OtaujeaxxzIAcDhU7N+fKD634nU0\nfMzrhREjsjh6VM3y5bB8OSiV0vFEx0NcnIuYGDfJye7TtpafvKoTHR05W8uD3Zw5GfzwQwzvvLPj\nDLvQVMybN5hjx7S8+ebOoFs1MhrVvPTSTqRmDjDS6yWuvLKKRYsSefxxRUOjtnB2YflpiouDt95S\nkJKi4MEHUykoULF5s5exYzPZscOF2Wxu+PX88/HMnp3Y6GMlJQ7Gjs3kxx9p9PG33jIxfXpKo4+Z\nzWbGjs1k1Sp1o499+qmOCRMyTnvsXXel8f77xkYfW7dOydixmZSXWxt9PD8/mXnzYht9TLyOM7+O\nPXv2APCXv9ib/Tqeeqod8fE7AVi/vkR8bsXraPQxp9PO4cNqQGLYsBq+/347P/20kbVrN/Ppp7/z\nzjs7eOmlPcyatZ/77z/AxImH+cMfKhk6tIZevSxkZdmJjxeJUbCYMyeDb7+N4803d5KScnqDtcej\nAD6hvNzEG2/sPGs/klw0Gg0gtWjXX15eJUVFCr791m9hhR2F1Nz0MwRVV8OkSRKff65g3LgjjBxZ\nQXa2vdFdaGmpFq9XQYcOJ+4WXS4Fe/boSU93NLoLPXxYg8WiOq1GXVhoICXFSVzciW+kyko1FRWa\nhlkT9Xbv1hMX1/i8ptpaFQcPaunSxdbobrqoSIdOJ9G+/Ym7XqtVSXGxjsxM8TpOfR2bN29m0qRJ\nPP74Ui677PxmvY4DBxLYvftbZsyYyGuvvUdsbD/xuRWvAwCDwYDL5WL3bgM6nY3MTBUOhwOTyYTF\nYsHjkULiLrywsJAJEyawdOlScnJyIvYazz+fwZo1Cbz00h46dDjx9WAyedDpJNxumDIlmY0bvTz3\n3O9cfHF6w2NiY32b4LbmtdjtChITjVgslhZfo1u3HMaM6cHll2tZtEg0ZjdHWN/PxMXBp58qmD8f\nZsxox7ZtUTz33F5SU0+8AaenO0/7dxqNRE6O7bSP123lPP1uo6nHJia6SUw8fck2O/v0OnFMjIeY\nmNOfIzPz9GY7o9Hb5PXE66jbvQHQrRuNfuid7XUA/N//1b05xcZqxef2uEh9HUajl6VLk7n7bitW\na91OoB49JMxmNxqNHofDgdlsRpK0TJqUzS23HOTKK6tPey4h+Hz2WTsUCrjnnq6NPv7EE0WMGlVF\nebmWTZvSAImZMzOOz7eq60F7882dXHzxuXeG+YvbDXfdlcPQoTVMmtS85OhkCgWMHFnB+++nMn++\nmHnUHGGdHEHdF8W0aTBggIJx44xMmNCdJ57Yx9ChNef+x0LYi4tzM3RoNcuXyx2JEAx27Ijm7bdT\n6d+/kOzsuo/VD4U8eSCk3e4mN/cYublKVCoVHk/wlV+ExjZs2HjWv2/f3sn77y9jwoQJvP++/1bA\nWkOlgptvrqFDh9Yn4qNGVbJgQSqffoo4G7AZQmBR2Df69IFNmxRceaWShx7K5sUX03G5xPJipEtO\n9jB2bIXcYQhBwGAw0KePhRUrtjSseu3aZaS2tm6VyeHw8OOP7aiuVmEweHn44RLS0qqAumF8UNfA\nLQi+FhVlZMSIg5x/vrXVz5GS4qJvXzPvvRe2nTQ+FTHJEZwos82bB59+mszkyd04eFArd1iCIMjE\nZlNSUaHGZDJhs9lwu+t2mEFdz9Ntt3Xjs8+SADCbVfzpT+l8/31so+fweDxYLBb27UvgxhvP58AB\n8Z4i+I5SqcTl8s107ry8Cr77TsHxvSvCWURUcgQnymz//a8Ci6WuzPbvf8ee+x8KghB28vM789RT\nnTGbT+8n0eu9LFtWzPDhR4G6PrYvvtjCddc1XZJXKi1ceKGZTp1EciT4xm+/ReHxmHyWHA0bdpSo\nKA9Llvjk6cJaxCVH9USZTYC6uTvr14vuxEhkMBiYMqWMBx7Y3+TfK5XQpUstCQknms1TUlwYDIYm\nH9+xo4O//GU/DocZvV6PTqfD46mbxiwILeV2w2OPdWLuXN/dvOv1EsOHV7FokSRKwOcQsckRiDKb\nAKWlGl59NUPuMIQAqU9U6stoOTnHyMpqetKwVqtt8o69OXfxdrsdh8PB4sUdeeSRTiJBElpMrYbF\ni4u4++5DPn3evLxKiosV/PvfPn3asBPRyRGIMluky8lx8NZbTR8hIISX0lItd96Zw5EjsU2W0U6l\n1TZ9o+RwODhyxNSsleZOnaq5+GIbRmPTq02CcCYmk4n4+GPExzc9gqS1eva00KGDg0WLRMZ+NhGf\nHNUTZbbIpFKB0SjeJCJBaqqGdu1cWK3nPpNq8eLzuPvu1CZXfEpLtVx7bbfTGrObMnRoDTfccAib\nzUZUVBRKpRK3b3/WCWFIo9E0e9hjSykUMGpUBZ9+CrW1frlEWBDJ0UlEmU0QwpPJZEKptDB37p4m\nB06eqlMnBz171jR5REN6upOXX97DgAHHWhRD3VRtJXfd1Z3ly5Na9G+FyLFo0XmsXx/b7LPTWuPa\nayux2+GTT/x2iZAnkqNTiDKbIISHPXv0rFuXiMFgaFYZ7WTXXONi4sTDZ/z7wYOrSUjQtTgmt9tD\n//5H6dXLi1ocuCacwuOBTZvi2LpVde4Ht0FKiot+/Y6xcKFYNT8TkRydgSizRYZ9+7TMnt1R7jAE\nP1ixIoVFi5KxWE4/KkQuGo3EPfccIiurCq/Xi+n4OQ6i1CYAaLUq5s3bxc03nzkx95VRoyr44QcF\nu3f7/VIhSSRHZyHKbOFPq/WSlnbuMosQWkwmE1Om7GfBgsJWHQ5rt5+7L8lqtSJJ6lbvRPN6vZjN\nZoqL4/jjHy9gzx59654oTGzatIkHHniAESNG0LdvX/7zn/80+vv6/yfTp09n0KBBjB8/ns8++0yO\nUP1Gr9cjSd5GhzL7y9Ch1URHe1i82P/XCkUiOToHUWYLb2lpbu66q0zuMAQfOHBAi0qlbiij6XQS\nen3LMhePB954owNFRecuee3bp+eqq85nx4627UTT6SwMGVJNbq4GRVNNThHCZrPRrVs38vPzm/w8\nfPDBBwBMmTKFzz77jJtuuom5c+fy3XffBTpUn3O7wWg0+q0JuyknzzwSRwOeTiRHzSTKbIIQvCoq\n1Nx44/ksX56Azdb6MtqhQ1pWroyjuvrcyVFGhp1x46qIi2tbTey881z8+c8lOJ3H0Gg06PV63O7I\nO6dt4MCB3HvvvQwdOrTJZuRdu3YBkJOTQ0pKCn/84x/p2rUrW7duDXSoPiVJMG1aV159NT7g187L\nq6S0VMG6dQG/dNATyVELiDKbIASnzEw9s2bt46qrytv0POnpTv71r5306HHuO3i1Gu6+u4TMTN/V\nQJxOJ3a7nY8+6sCUKV3FHf1JunTpAsDRo3XHufzvf/+juLiY/v37yxlWm0kSXHutlQsuCPy++h49\nLGRm2sXMoyaI7RItVF9mGzBAwbhxdWW2J57Yx9ChTZ+31BJWq5I33kjl3/+Oo6pKQ06OlRkzSuje\nvfUnMQtnZ7Eo2LUrsns9QpUkgUajRqPRYDabufLKtj+nSqXC4bA3uYX/TPyx6yw3twqNxkR0tBGr\nVXz/A9x+++2sW7eO6dOno1KpUKlU/OUvf6FXr15yh9YmRqOevLxSWa5dP/Po3XfTqKmBWNEx0kCs\nHLWSP8psTz/dkZ9/juHpp/fx8cdb6devlilTulBRIXJYfykq0vLkk1lyhyG00Ndfx/PQQ3UrK20p\no51Kr295omy1Wn3eK9S7t5kbbijDarViNBpRq9URX8Zfs2YNADNmzGDp0qX86U9/Ys6cOWzYsEHm\nyNrGn/OMmuPaa6twOODvf5c1jKAjkqM28GWZzeFQ8M038dx/fym9ellIT3dy992HyMhw8Omn7Xwc\nuVCvc2cnzz23R+4whBZKT1cTH2/Hbvdd3am0VEt1dcvfEvfu1XDffd38dhNjtVpxOr3cc08uS5ac\n55drBDuHw8EnxycW9urVi+zsbMaNG8fw4cN5//33ZY6uLYw4HPLulk1OdtG/f62YeXQKkRy1ka92\ns3k8Crzeuq3lJ9PpvPz6qzg13l/0eomMDKfcYQjNpFbX7Ubr3r2cxx4rRqfz3Rv6yy9nMGVKaov/\nXUKCG61WorbWfyu8kuTlqqvK6d/fdcYz38KZ2+3G00QDllKplH3lpTXqm+0XLIiRN5DjRo2q5Mcf\nFezcKXckwUMkRz7S1jKb0ejlggssvPNOeyoq1Hi9sHp1Alu2mKio0PgxckEIfgUFCVRW1v0g8WUZ\n7WSzZh3hoYeKW/zvYmI8vPLKDrp29d8kR5UKbryxnK5dq3A6nZhMJhQKBQ5H+JTabDYbO3fuZMeO\nHQAcOHCAnTt3UlZWRlRUFDk5OQBs376dgwcPsnLlSlatWsWwYcPkDLtV6mdvjR1bIW8gx112WTUx\nMR4WLZI7kuAhkiMfamuZ7emn9yFJCkaM6MnAgRfx97+34+qrq1o1xE4QwoXdruCdd9JYudKA24+j\npFNTJbp1a33i1Zp+pdYym82UlkaTl9eT3383Buy6/rRt2zZuueUWbr31VhQKBa+88goTJkxgwYIF\nAEydOhWAN954g/Hjx7NkyRKmTp3KmDFj5Ay7Vep71KKjAzfX6Gx0Oomrrqpk8WIx86ie6PT1sbbs\nZktLc7JgwU7sdgUWi4rERDePPpolJjj7UUmJhr/9LU3uMIQzUKvVxMdrWLx4G7Gx/n3XdjrbVl5t\n679vKZPJQl5eBb16qfB6lXhDfDBS7969z9pcHXt8K9W8efMaVpFCkVqtZt++fQAcPHiQCy+8UOaI\n6owaVcmnnybzr3/BVVfJHY38xJqEn7SlzKbXSyQmuqmtVfHTTzFcdlm1n6ONXB5P3cqEEFxKS7UY\nDHWTp202m98TI41G0+bkZv9+ePXVjjidgfl6io31MG3aAdzuY6hUKoxGI243Eb+rLZgtX57E5s3x\ntG/fHoDU1Jb3uPnL+edb6dRJzDyqJ5IjP2qqzHbgwJnLbD/9FM2PP8Zw8KCWn36K5t57u5KVZScv\nrzKAUUeWzEwX+fnyzBgRmvbll4ncdNP5FBe7/VpGq1dcrGP06Jw2n21mtytZvTqO4mKdjyJrPpfL\nhdVq5fPPM7j99tyAJWhC80kSfPNNIt98o0Wnq/saqf89GNTPPFq+HKrF/bgoq/nbqWW2W289c5nN\nbFYxf34a5eVaYmLcXHHFUe6772BADiEUhGCgVqsZPdqGybSPdu1cAbmmUinRr5+F1NS2rRxlZdlZ\nvXoLSqXU6sNo2+rCCyuQJCfx8YE9p0s4N5VKyWuv7cHh8LAnSKeHXHttJfPnp/Hxx3DPPXJHIy+x\nchQgzSmzXXllNV98sZUfftjEP/6xhYceKiUqKnT6CBYtWkTfvn156aWX5A4lbJ3r5PJQJUk0lNEU\nCitXXBG4W9eMDBf5+fswGNr+vaZQeDEa5WuQ7tbNxg03HMZisWAwGNBqtcg8Rkc4zmAw4PW60WiC\nt2yVlORmwAAx8whEchRQLS2zhZKtW7eyfPnyhvOPQoXTCZWVobOAeq6Ty0ON1wuzZ3fkyy/Tsdls\nASmjncpgMPh0Vk6wNEbbbDbsdifPP1/X3yL3sMFI5fXW7WQMlZW8vLwK1q9XUFgodyTyEslRgJ06\nNPLWW1s3NDKYWK1WHn/8cR577DGio6PlDqdFdu3Scf/9oZPQnevk8lCj1apJSQGdTr7zw5Q+npVR\nXu5g7dok2UprJ1Mo4MILfwOgvLxth/IKrfOXv3TitdeS5A6j2YYMqREzjxDJkWz8cTabXObMmcOQ\nIUPo27ev3KG0WMeOLh5+uOWD/4S2qy+j3XvvfkaMqJIlhi++SGTtWt+u3v7+exQzZ3Zg/375m20V\nChgxom54Zrt27TCZTCiVSqxW8dYfCJIEvXu7yMw0yx1Ks2m1EldfXcmSJZE980h8h8goHMpsa9as\nYefOnQ0D2kKNyeSlZ8/QWO4OBzabkqVLkzEaTbKV0U727bcJ/PSTb3uE+vY9xpo1hWRmBkcZ6+Sd\nUWazmYMHDYwa1ZMNG0JrlTcU6XRarr++JKA9dL6Ql1fJoUMK1q6VOxL5iORIZqFcZjt8+DAvvfQS\nTz/9NGp16PTtCPLZsSOat99O5bff5E2K6r311iHuv9+3oxxUKkhIsAZ0YnZLxMbauPnmMi65REIl\ntsL6Vah+fnNzrWRn2yK6MVskR0EiFMts27dv5+jRo0yYMIF+/frRr18/Nm7cyEcffUT//v3DoidG\n8B2DwUCfPhZWrNhCdrZd7nAA8Hg8fjueJ1h/MBoMXiZPLkOSzEiSRFRUFB5P3aqe4BslJTqUSpPf\nzgH0t/qZR198AUePyh2NPMR3QxAJtTJbv379+Oijj/jwww9ZtmwZy5YtIzc3lxEjRrBs2bKQ2E1V\nVqZm6dJkucMIWzabkooKNSbTiTKav6ddN5dSqfTrDy+r1cb+/cG5elTP6/VisVhYsSKVG2/sLnqR\nfECSYObMTjzySGi/r1xzTRUeD3z0kdyRyEN8JwSZUCqzGQwGOnXq1OiXwWAgNjaWrKwsucNrFrNZ\nyZYtUXKH0WxnO7k8GOXnd+appzpjNgdXQ6rFoqSsLNavO8r+8Y9Yxo3rzpEjGv9dxEf69q1gwoTD\nJCeHxyG2clIo4MUXD3H33QfkDqVNkpLcDBwYuTOPRHIUpEKxzAaExGrRybKzncyZs0/uMJrtXCeX\nBxODwcCUKWU88MB+uUM5zXffxXLttZ38OuPq0ktrePPNEhITAzPpuy3S052MG1eO2WxGr9cfb95W\nBsU4glBjNBpJTq4Omob8tsjLq2DDBgXbtskdSeCJLtogVl9mmz8fZsxI5rffTDz77F7S0gJ7+ndL\nvPnmm3KHENbOdXK53CSp7s7ZZDJhNpsJ1sPThw6t5u23d5OU5L/GcJPJy8UXl6NWq2XfldcSdrsd\nSYL8/Bzat7fx2GPBl9wGK6VS2eYDjIPJ4ME1xMW5WbRIzdy5ckcTWGLlKMiFUplNiGylpVruvDOH\nI0dig66MdqrYWC0XXXT6+Yb+EKy71s5GoYCbbz5IXl5Nwzwq4ez++c84CgsTQioRPheNRuLqq6tY\nskQijF5Ws4jkKESEaplNiBypqRratXNhtQbHTrSz0WgC1wfkcDhC8gfLoEG1XHhhNTabjaioKFQq\nFceOBecOPLlJEnz55Xl88kn49Wzl5VVw+LCCr7+WO5LAEslRCAm13WyhYOtWHRMm5ModRsirm7xs\nYe7cPSHRaxHIu/vVq02MGtUTuz10b2YsFgtlZRpGj75ArFw3QalU8Prr+5gxo0TuUHyuWzcbXbtG\n3swjkRyFGFFm863UVDeTJh2UO4yQtGePnnXrEjEYDEFfRjvZvfd2ZcmSwE2Hzs21MHFiNV5v6CZH\nAPHxdiZPPsiQIZ6ArryFgrpZUU70+vBLIBQKGDmyghUroLJS7mgCRyRHIUqU2XwjPt7DsGGB6T0J\nNytWpLBoUTIWS+gMuvN6oV8/Bx06BK70l57u5KabSoiKCu0fnGo13HLLEZRKM263G5PJhNcLNTWR\nW2qTJNBqtSF1c9AaI0ZU4fVG1swjkRyFMFFmE+RiMpmYMmU/CxYU+m3CtD8olTB1agUEa2ySAAAg\nAElEQVT9+x8L6HUlScJoDJ9+FEmSMJvNrF6dwrhxPTh2LIS+CHxo7twM3nzzPLnD8LuEBDeDBtXw\n3nuhneC3RGR+RYcRUWYTAuXAAS0qlbqhjKbTSSFZRpDrSAev1yvLdf2pf/8K7r33ALHH33IcjuDv\nN/MVSYIOHRTEx4fOymlb5OVVsHGjgi1b5I4kMERyFCZEma11KipUrF4dL3cYQa+iQs2NN57P8uUJ\nIXteFNQNppQrSVm7VsODD3YJq8GKSUluxoypYM+ePQBUVFRQU6PCExwnxPiVRqPm5ptL+OMfK+QO\nJSAGDaolPt7N4sVyRxIYIjkKI6LM1nLl5Wo+/7yd3GEEvcxMPbNm7eOqq8rlDqXVtm0zsmhRkmw3\nDQaDl+howvL8stTUVACSkpKYPTubRx/tLHNE/qfVaiPqcG2NRuKaayp5/30JV/APfW+z8PsujXCi\nzNYyubkO3nlnp9xhBCVJArX6RBntyiurQ7KMVq+w0Mjf/x6LWi3Pa+jd28xzz+0nKir8yms6na7h\n9zvuKOXGGyuIigqdMwtb4sgRDWp1FFarVe5QAi4vr5IjRxR89ZXckfifSI7ClCizCW3x9dfxPPRQ\nVzwe+Xp0fO2GG2r45JPfkfP4P6fTGfYTp3v2tHDxxTVYLBaMRiMajcavZ9gF2mOPZfHAA+3lDkMW\nXbva6NbNxqJFoXuT1FwiOQpjoswmtFZ6upr4eDt2e/g0j+h0uqDYWacMhiACxGq1cvgwXH99DwoK\nEuQOxydmzSrnjjsidzbaqFEVrFwJFWHeahU536URSpTZhJaoL6N1717OY48Vo9OFzx1isOwWW78e\n3nsvclYe4uJcPPBACcOH2xvKb6HKYDCQlnaU7t0jr6RWb8SIukmQy5bJHIifieQoQogyW9N27tQx\nbVq23GHIrqAggcrKGCB8ymgn27XLSG1tcLyuvXv1/POfCTgckfH9p1TC6NGV6HRWHA4HJpMJUFBR\nEVqlNoVCEVaHyrZWXJyHSy8N/5lHIjmKIKLMdrq4ODdDh1bLHYas7HYF77yTxsqVhrB887daldx2\nWzc++yxJ7lAAGDmyks8/3xtWq3ItYTabWbs2iTFjenD4cGgcQ/LTT9Hs3ZuAKxK2aTXDqFEV/Pqr\ngs2b5Y7Ef0RyFGFEma2x5GQPY8eGefH8LNRqNfHxehYv3sbEiYflDscv9Hovy5YVM3z4UblDAUCl\nArvdFtHnkw0YUMmf/1xC5846VKrgP35k2bL2vPlm5L5PnmrQoBoSE8N75pFIjiKUKLNFttJSbcOu\nKZvNRmxs+DRen0qphC5daklICK5VsVDvv2kLk8lLXl5lw5lkUVFRVFergrbUOH9+MY89tl/uMIKG\nWk3YzzwSyVEEE2W2yPTll4ncdNP5FBe7w7KMdiqtVhuU5ZDiYi/ffx8jdxiy83g8WCwW5s7txP33\nd5U7nNOYTCY8HjvR0eF7A9Eao0ZVUlGhYPVquSPxD5EcRbhIL7PV1ChZv94kdxgBo1arGT3axuzZ\n+2jXLvgSBn/QaoMz4f/001iefjqLCMhPm2Xy5BImTz54vGE7OGg0GiwWi9xhBKUuXWzk5lrDduaR\nSI4EIHLLbKWlGl59NUPuMPxOkmgooykUVq64IjKa0BcvPo+7704NyvPMbrzxCF99tRd1aG3a8ptO\nnez06XMMs9mMXq9Hp9NRVqaR7f/dggXtefvt9hF1REhLjRxZQUEBlIfuqUJnJJIjoUEkltlychy8\n9Vah3GH4jdcLs2d35Msv07HZbBFRRjtZp04OevaskXUq9pnExHhQKs0RNRSyuex2O+Xlbm655Xw+\n+ihZlhiiojSAQ5Zrh4prrqlCoYAPPpA7Et8T35VCI5FWZlOpwGgM3ztDrVZNSgrodJE5tO6aa1xB\nvQtPkqSwP06ktaKjPfzlL0WMHn0s4J8jpVLJ7bcfCOqvnWAQF+dh8OBqFi4Mv/dQkRwJTYrUMls4\nqf+Bcu+9+xkxokrmaIQzcTg8lJaG9wptaygUcPnl1URF2bDZbCiOL/8dOOD/xmitVovHIxqwmyMv\nr5LfflPw669yR+JbIjkSzigSy2yhzmZTsnRpMkajKSLLaKey2+1yh3BOzz+fxP/7f10JktNNgtbe\nvXsBmDlTxf79/hmDUFFRt0mhpqbGL88fjgYMqJt5tGiR3JH4lkiOhLMK9zLbvn1aZs/uKHcYPrNj\nRzRvv53Kb79FdlLk8cAbb3SgqCj4u52vv76cefMOBWVfVDBJTU0F4M47teTmqlD7oZP9jTfqkqOD\nB0PnYNlNmzbxwAMPMGLECPr27ct//vOfRn+/YMEC+vbt2+jX9OnTfXZ9tRquvbaCDz6QcDp99rSy\nE8mR0CzhWmbTar2kpYVH06XBYKBPHwsrVmwhOzv4V0z86dAhLStXxlFdHfzJUWamg+zsWpEcnUP9\n0MzLLnNitVrxer2YTCaqq1WYzb75UXbbbfHAiUQsFNhsNrp160Z+fn5D6fFUAwcO5Ouvv2bNmjWs\nWbOGZ5991qcxjBxZN/No1SqfPq2sRHIkNFs4ltnS0tzcdVeZ3GG0ms2mpKJCjcl0oowWztOumys9\n3cm//rWTHj1CY0aNy+USjdkt5PV6MZvNzJuXyb335rR5y79Op6NjR0fDf4eKgQMHcu+99zJ06NAz\njh3QarXEx8eTkJBAQkKCz2dJZWfb6d7dGlaN2SI5Elok3MtsoSY/vzNPPdW54RgGoY5KpcLhsIfU\naoxSqRQDIVvh7ruL+dOfiomONp1x5STS/fLLL1x11VWMHTuW559/3i89VXl5FaxeDYfDZIOfSI6E\nVgnXMlsoMRgMTJlSxgMPiDOfTqXX6+UOocWefz6OadOC7/iMYJeS4qJPHzNmsxmNRoNer6ekRNfs\nBvfffouitDQRhyM8yuunuvDCC3nyySd54403mD59Ohs3buT+++/3+XDLq66qQqkMn5lHIjkSWi0c\nymwWi4Jdu0LnB2n9+1l9GS0n5xhZWZHdX3Sq0lIt1dWh99bWt28tY8YcC8pp3qHC6XRSXe1g8uQc\n3nmneX1DS5a057nnEvwcmXz69+/P4MGD6dy5M5dddhkvv/wyW7du5ZdffvHpdWJjPVx22VHee08K\ni6/h0HsHEYJKqJfZioq0PPlkltxhNEtpqZY778zhyJFYUUY7i5dfzmDKlNBpqK3Xv/8xRo+uDqlS\nYDDS6yWeeWYP48dXYTQaz/n4l18+wFNP7QtAZMEhLS2NuLg4SkpKfP7ceXmVbN2qYNMmnz91wInk\nSPCJUC2zde7s5Lnn9sgdRrOkpmpo186F1SpWis5m1qwjPPRQsdxhtIrNZgvag3JDSZ8+ZuLi7Fit\nVqKiolCr1RQVnd5kHRUVhcdjIzExcpq9Dh8+TE1NDUlJST5/7n79amnXzsXChT5/6oATyZHgM6FY\nZtPrJTIygn84h8lkQqm0MHfuHjIzw7M3wldSUyW6dbPJHUarieTItywWC//9bxTjxp1PYeGJHYEq\nlSokhoSei81mY+fOnezYsQOAAwcOsHPnTiorKwFYtmwZv//+O4cOHeLnn3/moYceokOHDgwYMMDn\nsajVMGJEJR9+KBHqLVwiORJ8KtTLbMFkzx4933yTgMFgCJoy2ltvvXXaQLlx48bJHVYjzhCfRPf2\n29G88kqaX69xrsGBJ3v22Wfp27cvH330kV9j8qfevWuYM2cvF14oodVq+eijdixenBYWR4Rs27aN\nW265hVtvvRWFQsErr7zChAkT+OyzzwAoLi5mxowZjB07lmeeeYbu3bvz9ttv+2WIJtSV1qqqFBQU\n+OXpAyb4J6QJIam+zDZpUl2Z7aabDjN9+gE0mjDo1AuQFStS+PVXA0OHbieYDm7v3Lkzb7zxRsNu\nF5VKJXNEJ2g0mpBPjpRKNwbDuXtl2qJ+cOB1113Hww8/fMbHrVu3jt9//53k5GS/xuNvKlXdOW0O\nBxw4oOWHHxLJyjomd1g+0bt3bzZs2HDaxwsLC/n222/Jz88nJycnYPFkZdm54AILCxcaGTs2+Fsr\nziSI3nKFcBMKZbaSEg1/+5t/79Jbw2QyMWXKfhYsKAyqxAjqkqGTB8rFxgbHymBxsY7Ro3PYsyd0\ndh825YYbynnwwQq/XqM5gwOPHDnCX//6V5555pmgSoDbauPGaEpK1EyfXoVOp6OiQh0Wu6uCyciR\nFXz1FZSF7nxdkRwJ/hXsZTaPB+z24Li7OXBAi1Kpaiij6XQSen3wvWuXlJQwYsQIrrvuOh5//HHK\nguQdUKmU6NfPQmpqaK8cAVitVpQyZsWSJDFr1ixuu+02srJCYzdnc910k4OPPtqKWm3DanUwdWoO\nL72UIXdYYeWqq46iUkksXSp3JK0nkiMhIIJ1N1tmpov8/FK5w6CiQs2NN57PF18kYrMFbzPxBRdc\nwKxZs3j11Vd59NFHOXDgAHfffXdQxJyR4SI/fx8GQ+gfby9JUrO2ofvLokWL0Gg03HDDDbLF4A86\nnQ6z2dxw06FSwYMP7uf664+K41t8KCbGw2WXVbNwYejOPBLJkRAwoVBmk0tmpp5Zs/Zx1VXlcody\nVgMGDOCKK64gOzub/v37M2/ePGpra1m7dq3coWEwGHw+9VdOq1cbKSgI/HDC7du389FHH/HEE08E\n/Nr+5PXS5PEil1xyjI4dzdhstoa/P3Qocrb2+8vo0ZVs26bAx7MmA0YkR0JAnVpmmzChO+vWxckd\nliwkqa5/p76MduWV1UFZRjsbk8lEhw4d/DJQrqXkLEP5w3ff6fnf/wL/vfHrr79SXV3NyJEj6dev\nH/369ePQoUO8/PLLXHfddQGPxxd+/DGGSZO6U1bmOuvj9u7dC8Ajj6hZvz46EKGFrUsuqSU5OXRn\nHondaoIsTt7N9uc/d5ZtN5vTCZWVgf82+PrreNasacdLL+0NipJUa1mtVg4cOOCXgXIt8cUXiZx3\nnoQfRrfI5pFHiomNNRHoKQ71SdHJpk6dysiRI8nLywtsMD6SkAA5OWZiY8++dT81tW6y+oQJOgYN\ncqNUakN+96NcVCq49toKli1L4cUXFYTacYciORJkU19mmz8fZsxI5rffTDz77F7S0gL3ZrRrl477\n7+8SsOvVS09XEx9vx273oDt9cG/Q+tvf/sbgwYNp3749R44cYcGCBahUKq6++mpZ4/r22wQyMmwM\nGFAlaxy+pFLhtyGFNpuNkpKShjJk/eDAmJgYUlJSiImJafR4tVpNYmIiHTp08Es8/nbRRW66dTv3\n1HTd8W/G4cMduN11ZTaTyURlpQWLRUVCgii3tcSoUZUsWtSelSshyMahnZNIjgRZ1ZfZBgxQMG5c\nXZntiSeKGDasOiDX79jRxcMPFzN3bkAuh0qlQqvV0r17Od27B+aavnT48GEee+wxampqiIuLo1ev\nXixcuJD/3959x1ddX48ff33uyJ3ZASIzQMKSggMcOEBAkSUOLOBMcKVqpdRW0A60Q2u131KKPyxV\nBFddUCyhxY3UtrYsFWSEHQgESCDjztzx+f1xJQQJkIR77+dzb87z8fDBuMn9HMMd577PeZ93Roa2\npdH58w9QW6uPQZnRFAwGsdlsUV9d3LRpE8XFxSiK0jA4ECKrRrNmzTrp65vq1UkUDocDt9vdqu9V\nVRWXy8Vf/tKZN97IYunSDQlX+tZSXp6fAQPcLFhg5+abE+sxJMmR0AWtymxOZ5gBA1r3wtkSJSVZ\nXHppkA4dPAldRnvyySe1DqFJoVBId/OgomXbNhtHjhii+jg91eDAU3n33Xejdu14CQahosJGt25n\nv/o2YUIF3bq5yMmJJFrJ1Pgfa+PGVfKb33Rl/37omEDnQSfpy4lIRMm6m83nU3jhhU4sW2YjGJRl\n+WgzGAwJnXCeydNPZ/HSS+doHUbC+etf2zF5ch8OHz77FYvMzCBXXVWNy+XCZDJht9s5eNCMPJ3P\n7JprjmA2J97MI0mOhK4k2262yDRpK4sWbaKw8KDW4SQdt9tARUV6ws5SaY6f/3wPzz13QOswEs6k\nSR5+85sdUe8TCgQCuN0efvzjXvzqV8k1IDMWnM4wV111NOFmHklyJHTpWJnt6qsjZbZYDY2sqDDx\n6qvRPzdq374UbDYbiqLg9XrPuEtGtM4//5nOmDE9NNlxGC/t2gUwGOTx0xKKomA01nP55bUxun+Y\nOXMXt99+CIfDEZNrJJNx46rYskXhf//TOpLmk+RI6FY8ymwul4ENG6L74vbuu9lMmXIuZWVBKaPF\n2LBh1fz5z9vJyUnun7PP5yMlJfFLzPHicDgIBE4/0+hs9evnoWdPN263G7vdjtlsZt8++TdqyuDB\ndXToEGDhQq0jaT5JjoSuxbrMlp9fz9NP74ra/RmNRq67zsvjj++iXbvYvjgLSE9P4fzza7QOIy4C\nAQuHDpm1DkPXjhwx8fbbHamuju/ORY/Hw65dJiZO7M/HHyduG0CsGI2Rw2j/8heVGE2niDpJjkRC\niFeZrbVUlYYymqJ4GDEiPqMI2jqzue0kC3fc0Zk//KGz1mHo2uefp/HnP7fD5TLG/dqdOnn55S93\nMXKkv2Fekjhu3LgqamoUEmXjoyRHImHocTdbOAyPP96Nd9/tjNfrlTJanLWln/cPf1jGj35UpXUY\nuvbd79azZMkGMjLi36OlKHD11UcJh734/X6cTieBgML+/VJqA+ja1c9557lYsCAxurIlORIJRW+7\n2cxmI7m5YLF4NIuhrSou7sXLL7ed868GDnTTubM0Zp9KSkoKbrcbpzOsdSgAuFwulizJ5ZZb+lFb\nG/+VLD0aN66SDz+E8nKtIzkzSY5EQmqqzNaaRYSvv7Zw2219WxXDsTJacfEeRo9OnmMrEkE4DBdf\n7Kdr1/g0MKxfv57p06czevRoBg8ezKeffnrS1zz//PNce+21XHbZZdx///0xOYzX7XZjNMob7bcd\nO8RZb8MZx48/yC9+sYtzzrEm3cHIrTFy5FFSUlReeUXrSM5M/rVEwvp2me0Xv8hr8X107Bjkrrv2\nN/vrvV4Dr77aHrvdKWU0DRkM8OCDlVxySV1cruf1eunduzczZsxo8iiNhQsX8tZbb/GTn/yERYsW\nYbPZePDBB2OyY8pqtemq305rGzfa+d73+lJerr8NEHZ7mCuvrMHtdmMwGHA4HFRUmPH7tY5MG8dm\nHi1YoP+ZR5IciYTWuMzm9UaOfV692tns78/MDHHVVc3f7bRli5M//7kjX30lSZHW4jkVe8iQIRQX\nFzNs2LAmVyfeeOMN7rrrLq644gry8/N54oknqKysZOXKlVGNQ1Ujjdnz58vE7GMMBiNZWX7S0vT9\nnAwGg7jdbmbNymfu3BwA/G0wSxo/vopt2xQ+/1zrSE5PkiORFAYNgjVr+nLVVWv4wx+ujsluNpvN\nxuDBHv72tw3k5yfIftQkZbPZCIf10VtSXl5OVVUVF110UcPfOZ1Ozj33XL766quoXktRYNSowwwZ\nkrzHpbTU4MFhnnxyJ6YEmQP62GM7ueyyyONi//7mr1oni0GD6jjnnHrdzzyS5EgkjY4d7Xz00YXM\nmWOP2m42r9dAZaUJp/N4GU2mXWtr0yY7Cxfm6Ka0VFVVhaIoZGVlnfD32dnZVFVFf3fZ9ddXccUV\n+ishacFms+F2x/7g6Gjq1s3P+ednA5CXl4fFYmHHDqvuy0zRYjBEZh698YaKno9ElORIJJWW7mar\nrDTy979nnvL2GTN68otf9MTliu9QOXFqW7bYeeutdEymNvJu0gRfokzSixFVhYMHUxK25+/YHCRF\nUSgrC3PbbX1Ztixb46haZ/16J9On92T06O8wePAFfPpp+gm3f/JJBg8+mM+IEQMZPPgCtm2zMW5c\nFbW1Cn/9q0ZBN4MkRyIpNXdo5OHDJpYsadfkfdhsNu6/v4Lp0/fEOlzRApMm1fD22xtpoi9aE9nZ\n2aiqypEjJ+5YrKqqIjs7Nm94wWAQu90ek/tOBP/4RxY33XQu+/ZpHcnZ69AhwO9+t4Px413YbDat\nw2kxr9dA794eZswoa/I56fUaOO88Fw89tK/h9s6d6zn/fBcvvaTfDziSHImk1ZyhkX37+nnhhdKG\nPx9b2j5WRuvTp47u3dv2p3S9sVgs6GlXdKdOncjOzuZ/jU7VdLlcfP311wwcODAm11RV+OlPz0nY\n1YazNWqUh5/+dDcdOiRHeXHIkFoUxY/X68XhcBAOG9i506p1WM0yZEgtxcUHGDaspsnS4JgxR7j7\n7gouuqjuhNvHj6/ko48gBhMvokJHLzFCRF9LymwHD5qYOrUPhw6lSxlNx7RoxPZ6vZSWlrJ161Yg\n0oRdWlpKRUUFAFOmTGHBggWsWrWK7du3M2vWLNq3b8/QoUNjEo+igNFYj8mkk+WzOLPbVa699qjW\nYcSE2+1m2bIcbrutL5WVCdJl3gojRhzFatXvzKPk/ckL0cixMttdd0XKbFOmHOShh04c09qunYl2\n7QJ4PLJSpFfbttnp3t0b951JmzZtori4+Juz8xRmz54NwNixY5k1axZ33nknPp+PJ598krq6Os4/\n/3zmzJkT07PfZszYi9PppK3l8TabLem3wI8Zc5gOHbx07ZpCfX1yHpPjcIQZPvwoCxZk8eijim7K\n5MdIciTajGNltrlz4eGH2/PVV05mz65oeKENBGr47W93aBylOBWPx8Add/TmBz/Yx6RJh+N67Qsv\nvJDVq1ef9mvuu+8+7rvvvjhFFBGLIZN6VV1dD8CRI9V069ZN42hiy2xWueSSOjweMBgMOJ1OSkvr\ncTpDpKUlz27Z8eMrWb48m3//Gy67TOtoTiRlNdGmNC6z1dTYueaaHtx/f6RMs327NF7rmdUa5i9/\nKePqq5OznNIafn/bOQF+1apqALZuPaRxJPEVDodxuVw880wejzySr3U4UXXBBS46ddLnzCNJjkSb\nNGgQfPGFgtUK6emRJes//rEzOpkrKJpgMEBBQS1ZWclXYmitYBBeeaU9X3zh0DqUmJswoQMAffu2\n1zgSbTz22C4efjhSSk1U3y6dGQwwZkwlb76pordxVZIciTYrOxumT1eoqzsXgDvvTMdkMmC323E4\nHAQCJp57riMVFbHrGxHNl5KS0qbKSM1hNEJJiZNNm5I7OTIajQ1n2rWVlbJva9cuQEGBB5fLRUpK\nCjabjS1bbIQ0rrJ5vQZKS21s3RoZQ1BebqG01Nbwullba6S01NYw6HL3biulpTaqqiJdPePGVVFX\np7+ZR5IciTatsBC83sgby6WXBgiHw3g8HtxuN7t3m3n33XYoSipW6/FttUnYG5kQUlLObtp5MlIU\neOmlzdx9d3J3ZVutVt0cF6MH9fX1HDhQzz339OGttzpoGsumTXZuvbUvt9/eF0WB2bM7c9ttffnT\nnzoCsGpVOrfe2pcf/jAfRYGf/KQ7t93Wt2G+XKdO9QwaVKe7mUfSkC3atIICGDBApakjsAoKvKxY\n8SWKAj5f5NOr1Wpl0qRuDB5cw/e+V37yN4mYWLSoA19+mc7vflequ10tWjMatY4gdnbvtjB7dh4/\n/alslPi2jIwQc+eW0q9fALvdjsfj0SSOCy90sXr1ulPePm7cEcaNO3LK2yNfU8kTTzjZswf00msv\nK0eizbvuusi77ZEjJ39WMBiO18lDoRAul5sbb6zgootqsNlsOJ1OLBYLW7fa+PjjDOlZipEePfwM\nGFAjidEpeDwejEmYJblcJkIhFaczeXZoRdPAgW7M5no8Hg8OhwNFMbFpU+JNTh8+vBqbTeXll7WO\n5DhJjkSb98ADfbBY1rBx44Vn/FpFiXwSuvBCF16vF5fLhd/vZ9WqbObO7YLDYW/ojRDRc+21AQoL\nD2odhm6Fw7B+ffZZH7SsN5dcovDHP5Ziteqr5KJHbreb995Lp7CwD/v2JdbjwG4PM2LEEV56SdXN\nAbySHIk2LzfXzs03X8B773Vp9RPznnv28fLLX+P1Rpa2I8vc6dx4Y382b068T3IisYRCCj/84Tm8\n916W1qFEjdVqlUn1LTRyZBX/7/+VUlBgJPRNp3aiDMwcP76KXbsUPvtM60giJDkSAigsVNizx8KG\nDa3f9eN0Rmpqqqri8XiorfVw0UU1dOum4nQ6Gw6VXLfOycGDsgOuJdr6KfRnYjarvPrqJoqLk2MG\n1NGjJlS9LCEkEIMBBg2KrGqXlZUB8PXXhzh0SP+vN+ed56JzZ79uGrMlORICuOoq6NxZjepBnrm5\nAWbO3IvdHim/eb1eFMXAE0905803Oydlj0i0hUIwb15Xdu+WvSNnkpsbICVF/2+CZ/Lpp+lMmPAd\nduzQx5tkourYMbJb7J//PJ+HHy7QTbnqVAwGGDu2irffRhczjyQ5EoLIE7OwUOGDD7Lw+WLXM6Sq\nYV55ZRO33LKXUCiE1WrF6XTy0Ucd+NnP8qSh+1sOHEhh2bIMqqslOWoOr9erdQhn7dJL/Tz00D46\ndarXOpSEdmwe1F13HWHWrJ04nQ7d90OOHVuFy6WweLHWkUhyJESDwkJwuYysXJkR0+ukpYXIyYkM\nS/L5fLhcLoLBeux2ldRUBw6HA4PBgKrCli023X/ii6XOnev56KNS+vfXwUfJBBAKhXC703C5Evel\nPT1dYeLEw7IzMUqczjD5+T7cbjdGoxG73c7GjXbq6/X3A+7YsZ7Bg/Ux8yhxn0FCRFnPnnD55Sol\nJTlxv/aoUUd59NE9uN1u3G434XCYPXsyue22fmzYkDxNti1lNBrx+33yRtlMbreBa67pSUlJ9MrD\n8eRwOJJi9UuvgsEglZU+pk3rxSuvdNQ6nCaNG1fJypUKu3ZpG4ckR0I0UlSk8N//puriyJBOnap5\n/vmt9O17FLPZjNPpxG638/zzHfnww9iubulF48nk4swcjjC//e0OrruuRutQWqS+XuH993NwuyUx\nijW7Pcyf/rSFW245pMtz2oYPr8bhCGk+80iSIyEauflmsNlg+XLtP3mbzSqDBm8QjzgAACAASURB\nVLkwm1UCgQAulwu328OuXVZqahw4nU7M5kgS53IZ8PuTa3ll374UqqvlJaqlLruslvbtE2vOzb//\nncbPf96VsjLtP5S0Bfn5Pmy2yGuKzWbDaDSzZo0+EiWbLczIkUdZuFDVtAdTXnmEaCQ1FSZOhOXL\nc3TZ66Mo8PTTO7nppnJcLheBQICUlBQWL+7CDTd8J6kaun//+y7cf78+l/71LtEO6B0zJsCSJRvp\n2jUxZvIkE6/Xy6pVdoqLe7Ntm03rcAAYP76S3bsV/vlP7WKQ5EiIbyksVCgrs/Dll4lx0nl9fT3D\nhlXwyCN7MJkM2O12HA4HgYCJ557rqIsSYWvMmnWIH/2oTOswEpLf78dksmh+YntzKIpCfX09HTvK\n7jStDBlSw8KFm+nfP6yLUvbAgW66dNF25pEkR0J8y9Ch0K2byrJl8W/Mbq1u3fwMG1ZDOBzG4/Hg\ndrvZvdvMu++2Q1FST3jBCwY1DLQFOnZU6d1belBao7rayLXX9uZf/0rXOpQzcjgcBBPlQZmkFAX6\n9/fg9/vx+Xw4nU4qKizs3m3RLJ6xYyt55x3Qaki6JEdCfMuxmUcffpiJ15u4T5GCAi8rVnxJ+/ZH\n8Pl8GI1GHA4H997bj3nzOmkd3hnV18tKQmtlZIS48cZKunbV78/w4EEzjz5awO7dMv1cb1wuFy++\n2JGHHy7QbPVx3LgqPB545x1trp+4r/xCxNAdd4DbbeSTTxJ7V5jBQMM2+FAohMvl5sYbK7joohps\nNhtOpxOLxcLWrTY+/jhDNz1LZrNZkqOzNHXqfvr102+T/qFDKVRUmLBYdNjcdwrr169n+vTpjB49\nmsGDB/Ppp5+ecPuRI0d4/PHHGT16NJdffjkPPfQQe/fu1Sjas/Pww7v57W+3k5bm0GSaf25ugIsu\n0m7mkSRHQjShRw+48kptZh7FkqLAuHFHuPDCyHEmLpcLv9/PqlXZzJ3bBYfDrvkU3bIyC9dd14cd\nO7TvfRCxc+mlCgsWbCY1NQEao77h9Xrp3bs3M2bMaPJ58vDDD7N//35+//vf8/rrr5Obm8v999+f\nkGcDWq0qPXtGhkdCpPz5xRcO3O74pQ3jxlWxapXCzp1xu2QDSY6EOIWiIoXVq50cOJBY26Jb4557\n9vHyy1/j9XoAsNvteDzp3HhjfzZvtsc1FoNB5eKL3dKgGwUej0eXZ/ilpKTgdrsTbrjnkCFDKC4u\nZtiwYScdjFtWVsbGjRt57LHH6NOnD127duXRRx/F7/fz3nvvaRRxdIRCIY4e9fDooz1ZsKBz3K57\n1VVHcTpDLFoUt0s2kORIiFOYOBHsdli+vG1MqHY6IzU1VVXxeDzU1nq46KIaunVTcTqd2GyRbb7r\n1jk5eDB2O+C6dAkwY8YubDad1PgSWGWlid/+Nn5vZs3hchm+OR4nccppzVFfX4+iKA2zx4CGP3/x\nxRcaRhYdKSkqL7ywhcLC/XEbHmm1qlx99RFNZh5JciTEKTidkaGQJSX6nHkUa7m5AWbO3IvdHim/\neb1eFMXAE0905803O8dsRcJmsyXdG6dWMjKChMOR1UC/X/sZQuvWORk/fgCbNmkdSfTl5eXRoUMH\n5s6dS11dHYFAgIULF3Lo0CGqqqq0Di8qOnWqJzU1iMvlwmKxkJJi4bPP0mL6+jhuXBVlZQrfau+K\nOUmOhDiNwkKFffssrF+vj+mxWlPVMK+8solbbtlLKBTCarXidDr56KMO/OxneVH5dGcwyMtStJhM\nMHHi/wDYv3+/xtFAnz4BCgsPkpeXeD04Z2IymXjmmWcoKytj+PDhXHHFFaxbt47LLrtM8z6+WPD7\n/fzvfyZ+8IMCNm6M3evjgAFuunWL/8wjeRUS4jSuuAK6d1dZtkz740T0Ii0tRE5OZC6Nz+fD5XIR\nDNZjt6ukpjpwOBzflE1gyxZbiz5VLl2azQcfJH+PVzx17NjxhF+1lJNj5M47D5Cs+W+fPn147bXX\nWLlyJStWrGDOnDlUV1fTqZP+R2e0xnnnuXnjja+54AI/dntsehMjm0giM49qa2NyiSYl6UNUiOg4\nNvPoo4+y8Hjk6XIqo0Yd5dFH9+B2u3G73YTDYfbsyeS22/qxYUPze7ZWrcri88/j2wCe7CwWywm/\naiXS5O/RNIZ4cTgcZGRkUFZWxubNmxk2bJjWIcVMfr6PQCCAx+PB4XBQWWnl66+j+xweM6YKny++\nM4/k1V6IM7jjDvB4DHz8cWLPPIq3Tp2qef75rfTtexSz2YzT6cRut/P88x358MOmf5bz5x9g2rR9\ncY60bXjnnVyOHDHF/bqhEKxalYnfn/i7D71eL6WlpWzduhWA8vJySktLqaioAODDDz9k7dq1lJeX\ns3LlSh588EGuuuoqLrroIi3Djhu3281rr7Vjxox8AoHolRI7dAhw8cV1LFgQv9Ja/J8pQiSYvDwY\nNiwy82jcuCNah5MwzGaVQYMis/8DgQCBQABVhV27cmnXTsHpDOL3+wkEArhcBsxmFZstlLQlF62t\nXJnKqFE2srLq4nrd//43jYcf7s5rr22mV6/EPiZk06ZNFBcXoygKiqIwe/ZsAMaOHcusWbOorKzk\n97//PUePHiUnJ4exY8dy1113aRx1fD3wwF4mTDhEerqt4XkfDePGVfLTn6axfTvk50flLk9LkiMh\nmmHqVIU77kilvDyFTp0S/xOwVhQFnn46MtHt2JlJKSkpLF58Dn/5Szr9+rn5/vfL6d49+Rp2tfaH\nP2xj4MD+cT9bb8SIAG++uYkePRL/3/TCCy9k9erVp7x98uTJTJ48OY4R6Y/JBHl5fjyeyOYKp9PJ\nypXQs6ePzMzWP/iGDasmNTXEokVGfvnL6MV7KvIZTYhmuPFGcDpVli+Xxuxoq6+vZ9iwCoqLq3C5\njGRlpeBwODCZIp/d9u9PSZjDcvXMaESTE9dDoVBSJEai5cLhMDU1Lp56Ko8//7nLWd1XvGceSXIk\nRDM4HJGZR8uX5+jm/LFk0q2bn1tvrWb+/FLS02txu90Eg0GsVivTpvVi9uzuWoeYFOJ9Xp3T6ZQz\n8to4oxFeeGEL995bhtPpPKuxBuPHV7Fvn8LHH0cxwFOQ5EiIZioqUigvT2HdOpl5FG0bN9qprDz5\nTdTr9TFr1k5uvPEARqMRhyMyKmD16nReeCFXEtUWqq0N8PHH7amvj+3cnZoaI7/8ZQ9279Z+8KTQ\nXmZmkIyMEC6XC5PJhNVq48MPM1q8Ity/v5vu3X0sXBj7xmxJjoRopssvhx49VEpKpLQWTaEQTJtW\nwEsvtTvpNkWB/v099OjhIxQKNYwK2LEjhTVrMkhLc56wRV3GLZxeebmFRx7pwpdfxjbB37vXwoYN\nNkAmnYsTBQIBvvwSHnusB+vWpbfoexUFxo6tZMkSqKmJUYDfkFcSIZpJUSKrRx9/LDOPoslohMWL\ny7j55sPN/p7Jkw8zb94WXC4Xfr8fk8nE4cMZDB9+Hl99lRrDaBNbz54+li/fyEUXuWJ6nUsuMfDG\nG183DAsVorHevb28887XXHqpC4fD0aLvHTPmCH4/vP12jIL7hrzCC9ECd9wBXq/Chx9mah1KUunQ\nwUO7di3b8tu4dSEYDGI21zF9+l7y893Y7XacTidms5mSkiy++qplL8DJrEOH2E0zhsgxGh6PR0Yy\niNPq2tXfsBpst9upq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"text/plain": [ "Graphics object consisting of 132 graphics primitives" ] }, "execution_count": 63, "metadata": {}, "output_type": "execute_result" } ], "source": [ "traj.flow(1000)\n", "print(traj.is_closed())\n", "gs.plot()+traj.plot()" ] }, { "cell_type": "code", "execution_count": 64, "metadata": { "collapsed": true }, "outputs": [], "source": [ "gs.process_options(polygon_labels=True, edge_labels=\"number\")" ] }, { "cell_type": "code", "execution_count": 65, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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fh9qGDQ6++SYFm82G2+3G7/fz3/8mxnTxssfjqVNz0thUTLz4+WcL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\n+9//ruHKWi4YBJvNgtcb2sZ3LVFQYGb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VEYVgBeqGWrEIKMgWWbKwBMiEEGZLZnneP8Yk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\nYcKE7mzdao1IbC2RlNGEaBxJjoQIEUWBW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