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Last active March 22, 2020 11:35
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C-curves.ipynb
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{
"cells": [
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "using Plots\ngr(\n legend=false\n , xlims=(-125,125), ylims=(-75,100)\n , xticks=nothing, yticks=nothing\n , size=(500,350), color=:darkolivegreen\n)\n\ndefault(fmt=:png)",
"execution_count": 1,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "function plotcrecursive!(p, order, x, y, dx, dy)\n if order == 0\n plot!(p, [x, x + dx], [y, y + dy])\n x + dx, y + dy\n else\n x, y = plotcrecursive!(p, order - 1, x, y, (dx + dy) / 2, (dy - dx) / 2)\n plotcrecursive!(p, order - 1, x, y, (dx - dy) / 2, (dy + dx) / 2)\n end\nend",
"execution_count": 2,
"outputs": [
{
"data": {
"text/plain": "plotcrecursive! (generic function with 1 method)"
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"scrolled": true,
"trusted": true
},
"cell_type": "code",
"source": "p = plot()\n@time plotcrecursive!(p, 12, -50, 50, 100, 0)\np",
"execution_count": 6,
"outputs": [
{
"output_type": "stream",
"text": " 22.193806 seconds (6.69 M allocations: 381.542 MiB, 1.76% gc time)\n",
"name": "stdout"
},
{
"output_type": "execute_result",
"execution_count": 6,
"data": {
"image/png": 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+e/vB9pIT5/8JD44b0ntSSVle80ad2iT0KCzJqv0BX0IouN/LRlt37P9Dra2QK4sFlBAAcJy4kXnx/fkD1WqFROLmWJmi+DkFaSs3L2AY+o0+k+8ZDnwPFiP+ObrhxIW9FMlf8MG66ptRUpb33cr3AUCnU7e6bybqPbILbh46tQ3DMKNJTxB3/UxxAl+zfeGWvSu0OjUGOADweNSWf1YIBaKwoJjOrfo9wi0Y4hRYljl0akduUbrRZODxKADAANfq1e/PH2g06zH8rp87QZBGk37l5gUsy3ZuPSAiuLoBFBhO3MxOeX/+QACYMeb7On41ZLmY/c0wi82s1Vd2TOxffU2tXrVx13IcJ3IK0u5JKYPj2LnLhzJyr2j1qpZNugAAgROHz/x9LeO8zM2rX9e3qnwx+zJDHftel2+cunDlcKBfeOO4NmPf+AgAGIYWUMJAv/B6dZt/OmWlY+VOiX27tHk90C9co1Nt+WdFDYdmrG5i90C/8AD/sBqbQVGCQL/wQL9wPl/IPjijE2flpvkkwQv0Cx/ad8o9ecdmTVgWGdog0C8cALi82zPHLYoKrR/oF75h51KlWl5jSxAnpVTL1+9aGugXHhVaf+a4RQDAAoMBBPqFR4U0mH33fKXIkHpD+04J9AsnCd7KTfOrPzLL0HyekLs+qVq8cArwDwv0C5eKPYC1VV9zyz8rNDpVoF94lzavd0rs67hp7ru/16/bPNAvnM8TcdO5x77xUeO4NoF+4RcuH75841SNzXjZoDv3KnjIfHp0eMOxJCKk3tTRX1dZuVOrfgBAM7S8orj6w2IY3rZZz/7dxtSmDV4eftPHfAsAi2rxJJQkeS0ada4XnXD/pvrRzepHNwOAqV/cTv0W4BcW4BcGADuSf69NSxDnxSOpe65kiVjGXVf3axbfEQBu3LqYU3izxiOHB8dOe8Bx7jdlxJcAsH3/SmNN+Y5wDI+NbHJPmzme7j5cyxf//iFXIhHJuJqX01BkrwIK7reZLcZ1fy9VaxQqjUKlq1i0ciZN2/p1HxMV2oAkSLFIWv3uPB5PwBdWX4eihNQDJltXQySSkkQNPyY3iQdWU+4OD5k3juEAcPLC3rOpBzEMY1jmt01fUiQ/NKhuv65jcBz9GecKGIbZkbwyrzDDYjUzDLNo5UyWZVs2fqVNs544hnvIvKvfHcMJN4lH9XVIghTV1CPuR5F8hqrhSb2AL+Txani6Ir7TIzLzru3Yt5IgyBJ57t8HVh07t1vm5jWs73t8qoae+JJA/fm2m1kpt3IvJzbpWje8kVggTWzS1c87aNu/vwKAjbbpDdrqd7darSazsfo6FovRYqt6snU1DAatja7hj1mNrrLGRzeVagXDMgCw9u8l9aITEpt0tdmsTeq1S2zSdffBNVp95cM2DHkxafWVuw+uSWzStUn9djbaltika73ohLV/LwEAhmUq1Yrqd2cZmssWUA0bbTPU1CPuZ7GZzZYa+ojJbLRaHzhRlqO/0yO2/furn3dQYpOuQr40JrxhYpOut3KvcInzEEDB3ZFEJGvVtFtsZBOZ1KtV0251IxoRNd0yOyMCJ5rUb9eqaTeKx0+Ib9+qaTeX/JgvM4IgWzXtlhDfnuJRrZp2a1K/3cMmZXQKBEHWjWjUqmk3dzev2MgmrZp2k4jQBOz/vOy9Wm/U/r7pqwp1qdGkDwuKBQCpxKNCVZa0ZIzBqI2LagYAMqlnUVlO0pIxNG0d+trUuKim9t0r1fLlqz+hGatGV9kpsYb1THw8Av45uu5y2ikMYPLI+V7ufvZNV9JOu0k9uAZwbty6sH7XUpLg6Q1at5oSsXq5+63e/r2AL/TxDBg9aJZjOoQDp7YdO7cLx3AeSXF/rnp7BixbNYckeRKxO5es2Nc76Ptfp+MEGREUN6z/NJcMBC6PZuh1OxZlF6TRDO3rHQgAPJKSiNyTloyx2aw+XgEAwKeEPJJKWjKGZZl2Lfp0aT3AvrvRpP99y1dyZbHZbKzjG1b9udyknsXleVyP+F+f9xxf9uQW3tRoKxs6ZKuuUJUt+/MjwFi1Vtmrw7Dqj+zl4Xfw1F/nrxwiCN7kN7/gUjBx0jIvrdu5mOsRXaSvA4Cnu99f//6y9+gGo1EvlXgAgKe774ady7bvX+kl8xs9ZDa3lOtL62Vfiel6xvm1OxYN7z8dACKC47iwmJ1/w2g2AEBUaH0uIGbmXTNbTJfTTimUJY4rne47tvlq+tmeHf8HALGRTaoPiyzL3si8CADJx7dEhtbv88oI+6b711Bd8scsX++ghrGJAkpY4zJjeqM2tzAdAP7Y8s3b//vYcZz79HkDXn1lhJ93kEzqyS28p9ZWFJbmAICHmzf3ZrVSLS8uzwOAb1ZM/fHzf8QityrPgrzI9AbNpE97fjB+CQAE+IZyYbG4LLdSowCAIP9wmdQLAApLs7lEMbsPrnFc6TQj58ovG754a9CHABAWFFNjWMzKu26yGK/ePFOmKHjvrf/GGty/huqug6uz8q53bTcIAOpFJWDVzsijGZp7rrL3yIb4mJaO49yX/jnb27NOo7jWfEoQFdoAAMwWY2bedQAQ8kURIfUAwGjSZxekAcDa7QuH95tWv27z2n15rullv3MHAAFfxI0nsYu4ezQhAHAXk0JZcv+iMO5uXvfs/iAYhnE1L149WmNlHMeD/MNreWSxUMrVvD8RAo4TkSH1HNdclUm9uH5u5yHz4WIBXuupsMgLCMfwey4Y+8gouyD/iCD/CInIDb/vRoRPCWt5vQEAd8OhVJXJlTUMEgMAT3ffWh6ZwAmu5ulL++/ZhONEoN9dPeL+BgsFYq5EwBfV5nSu7SUN7lq9avnqj8sriswWE8sy0+b1t9osFMnnZpB6e9RRVJZYrWaSJ8CABQAPN+9KjUJv0OiMmlOX9gEAj0dZrRaGZbq1G/SwZw/0j9i69+dDp7cL+WKjWQ8AWp3qSvqZafP6S8Ue3LtNDLAuD583I8AvdNnqOSTBC/AJK5bnAgDFE9T+TjwiOK76GyvkhYVhWERIXC0ri0VuBEFOm9cfAAJ8w4rLc220NTaiycOe1NuzTk7BTe44bmIPjb5Sp1ezLMuVCPkio9lgMhsG9ZzwsEfGCfyPv75ete1brqNxhZdvnt6R/DvXGQEAWLBYLRRFcR0WADAMs1rNJEmZzMYf1n7KpwS+noGTR86rfnahq3pJg3txWa5aq3x/7PeZudf2Hd/8zpufHzi59djZ3Z9P/xMAcAxjWHbXwVWXrh+f++5v9pLNe35Kz059+3+fAADgODDMpevHbdYahrLcr3Orvlwaa+zO7GkMsNuZCTCMSzZAEjx/n+BqDlKlsUPmyJUl9gYDgFAgdny4X73sgjSUmcBJsSybnZ9Wy8reHv4fjF/MjTq3Xyo+nnUe9qRxkU0/GL/kdmr4O5eu/WK2X96PkJ7XZrW90npA0/rtuI4GACvWfxEb2Xhw74n2BictHZtQv12fV0baSz79fmSHxD6vtBn445pPu7UbHBXWYPnqj4vLcmMiGj9sA1zASxrcAYBH8oL8I9SaCgElCPKPkEk8MRznnkpzpGIZgZOOJWKhlOLxExq0t5colKW1zy1jh2F3negJ4lPCp3RkxMXU/ld+9R7hFqQ2cBwPrhPl2Nf4FF8slDpe3iROSsUyxxKMINwknkH+EXxK4ONZJ8g/gks6/3J6uYK7Wqv87tfpxWU5DMu0S+gNAARBZuZeGzKlCQBEhsQDgLyi+NtfplWoSm20lSB4Yz7swDDMyNdndkx8LSay0T0zfUICo7bv++30pX0MQ08d/e0jLGn9Ivh53WeHz+wAAJFQUvsMlMiLBcNYDLgruVNivwnD5j7vBj2Ky2mnF//+AY7jPJLfptldKZUaxiZySzIdObNz1bZvcQxnWUg+sfXw6b+93P1nvr3IxyvAzzt04+7lG3f/QJF8boBveGDcVz9NwXE8wC98xriFj7ACuPN6uYK7XFlssZoXf/I3cIEMgKZtoUF13xn+BQB4edUBgPziW+5uXp9MWQFw+y/Nc5cPpVw/2THxtY4t+3ZseVe+i7jIpt99tIVl2OQTWy9dO+6kwX1E/2l9u4wCgDnfDa19BkrkxcKywLCLP94BADJpDVNMX1gp10/0eWVk17YDMRy7Z9D6uDc+ttcZ1nday0ad7Q+Clq6ek198y8crIGnqrxUVJQDww9pPuPX/Rg6cMaj3BACY98NEubIYBXcXxLIsAMuyDI7hErEbANizIfJIiktrx7IsyzIsyxIE6VhHIBBVczsrFroBsBQlwDCMy4P64udZvJOv9fZDUaFQKrr90vVFbzlSDQzDHK9kroz7ETvLNcmyLJ8vkIjdqsn8jmGYUCCSStztexEYybIMyzI8gsd9A9wEDgCw92Ucx7k6XDb6Z/CJnruXIrirNIr5P07KK7oFABKx2xvvJgBA707DRwx4nyBIf58QACiVFyz46Z1SeQGwIL5TZ3i/qX1eGUmRfE+Pqh9QZuVd/2L5BKNJx7Isj8ffe3Q9AMx8e3Gz+A7P7uM9pKWr5py8sBcAYiObcGOKo8PjP5m8gk8Jo8MbvhRXvSvCAKLDGwKA2WL8Yvn4WzlXASA2qsnNzBQAaNOs57sja8j1+BxduHr021+mwp11l1Zv+14okHwy+ecqZ3h4evhxOZp2HVy1dsdiABALpSk3jgOAv0/w7Ik/+PsE+/uEcI9lVm/7fs/htQAgEcs+/n4kAIQG1p0z6Qd3txpy7LiAlyS4V7AsbFqWkpl3beXmBSu/Wpeenbp2xyIAoGlbqTwfAMoUBb5egUs+3Xnx6tEDJ//6cMLSs6kHTlzYCwAWm1lZWVblkTPzrrdt1nPskDl7Dq+TVxSPGjhz54FVaZmXXuTgnpF9eencXY4Lqo2b3dlkNvAp4a2cK+ihjJNiAW7lXAEAk9lQJi/ctOy/FCtlisIvlo1/fk2rWVrmpWF9p77WZeSfW7/18Qro3WnYb5vmZ+ZdrzK4KyvLuBxNGTlXpo/5tmXjLl///G6XNq8nxHf48oeJZYoCf5/gUnk+91jmVu6Vz6f9ERPRePa3w2ZPXB4V2mDmgsEqTQUK7k7PYNRZrCatXmUf4ccwtEqj4EbjciUWmym/KKO8oohhbqess9FWlUahN2qsNotKozAYtdUMELRYzSqNwjGXqdliUmkUAOAsFxALbGFJllpTgcZBOjWGYfKLMrR61SMt+PV8cD3FbDFx/2VZ1mjSqzQKi/WBKfZYFgxGrUqjsNoseqNWpVHcHosJwDBMeUVRflGGfXcWWJ1erdIomDuZ9ViW1epVKo2C4gm4F2+uypWDu0qjWPDTFKWqnGXZLm36A4CvV6CAL5q5YAjLMr07DQMAkiDzC7NmfvUGAMvNbQsJrKvVqWYuGGK1WSiSmrlgCMPSIwbMqPIU9aITdh1cNXPBEJqxTX3rawBoFNdq/g/vnE09YLNZJ76Z1KJh52f4iWslLKgufvcTWIrkf75sAqDRMk4Nw3ACn/nVGwDg5e7ruAXH8LCgmOfUrOqcu3Lox7VzeQSF4/icST8AQEJ8h8V/fLjv2CY+JXDMz+GoaXy71X99t3nPzxjAzazUDTuXe7n7hgTWBQCWZX7bNB8Ao0iKSwucUL/9T+uSMAwP8Av19QoEgGbx7Zf8MQvDcE8P39kTljnLHdijYGvSt2/f7du311jtBVRQkjX1i37V17mWfi5p8RiWZVNvnJy3fILjpjMpyd/9Ov2Rz/7Xv7+u37nskXd/et75tFepvMCxZOysTiqNgmXZUTPacn/TIE5Hp1ePmtGWZVmVRjF2VifHTaXygnc+7fWc2lWd9TuX/fXvr4+8+3e/Tj+TkuxYMm/5hNQbJ1mWTVo85lr6uep3n/pFv4KSrEc++4vPNe/cKypLdQZNmaLQZrPmFWUAAI4T3N9lOIZzac39vIPuSUBhsZocK8uVxfYHNa6EYZmishyT2WD/TpiHX+wYeZExDON4JVeoyh5hPesXH8vQcmVxXlGG/Uq2WE331HHPRkQAACAASURBVDGZDWWKQnDo+PbKVpuluCyXpm0SkZuXh/8zb/5T54LBXaVRfPvrNJvNZrVZLFbLslUfmS1GvV7t6eEPAP4+waXyAqvNEhPeaNKbnxM4yWVDDQuKpXjCZas+AgAvd78KVRlN24b0eeeRmyHki8gXcnZc58R+63YswTAs0D+8qDQHAJrWbycSSgEgLDj2JRkl5nowDAsLjgUAkVDatEE77krmfsQMy3KLQb5oxELp48wgbdvi1U27fjhyZhfXYQHAQ+bD5c328QogcBIAVm7+KiPnMo+kuI4PABWVZVKRG8UX2mzWtTuWUDyKJMhZE13w+YwLBneT2ag36JYl7Soszf7+t/e/m7Pl1MV9P6z99Ls5W+x1/hstw9i4tU9lUs+P3vnxCTbDaDbYXxO9UAb2Gj+wV9VjJ3ILbrLonapzYlk2t+AmAPBI6p03v3jezakVvVF7fx7T2kts3CWxcZcqN8krimnGBgCl8rxJwz9zzC0zbFrLN16b0jqh+7R5/d8f+32Qf8SUpD41LqPmjFwquBeV5ijV5Uq13P5m3GjW7zywKq8o4/6YZbIYr6afzS1MV6rLdx5YBQBtEnp4PWA8+0PZc2gtl5bacfGNF1l2/o1rGecBgK5pPT/kRcYwNu5KblC3+f1pq19ADMPczErZeWAVgRO9Ow9//ANWVJadvPgvAFSq5dkFaQzLmKpa2O/CtWOKylL7CDeGodNzLsuVxZ4y30D/8MdvxgvCdYK7Wqtc9PtMmdSLZZm+XUcBAI7hVotlx/7fAZgOzfs4Vg4JiA4PjN2x//dKtVxeUbxj/+8AEOQf8USC+9/Jv9to2mqzxEY0rbn2C+D8lcP7jm0GAB7Jr2ZmIPJiw0iSz13JRpPOKYK7kC9Ku3UxM/caSTyZ4J5XlMF9Ayaz4dDpHZ4yn4ig2JCAaMc67Zr3PpuanHr9BIZh3LCxvl1HHT39N4bjam3FJ1N+cZ0UBTW+cnWW0TJyZcmEj7s7ltRmtMzug2u4MQZP3As7WqYaaLSM87KPlnEijzlaphqjZrTdfXBN9XXuHy0z4ePucmXJ02jPc+EKd+5ZeddL5PlavcpiMXFzSmPCG3GvSREEQaonryhOz7kMABar6fyVI1KxrI5PSI1rW774nD64a3SVS/6cFRnawGwxkQTv4rVjZotpz6E1Cz5Yj2OYu7SGN+AYQVJ84dNoGMWjnC7DoreHHxot46QwDHsiDxWfJT6PT/Gop3Fkii/EiBqCm7vUm1tXcuHKGR7ufnxKQBLk1fSzfEqQlXdt3vur3STOmlyT86LniqsRTdMms/G9UQtGD/oQJ4j3Ri0Y0X+6zqAFAIZlVVpF9buztM3ydF6UW6wW84OnUL+YFJVlrLP9QkI4LMtWPCAD0gvLbDVb7iyh92RZzEa2ptEBKq2CW79JZ9CO6D/9vVELcJwcPejD90YtMJmNNE0/jYY9S05853791oXcwnSDSc+NeQIAq9Wy5/A6rU5lzzVhMhv3HF4HAM3i2/t537VkzLnLh+TKkhuZF202C1enTUJ3bqzryQt7VVolALRv0bvG1RcPnPyLG/LYrd0gLtHovmObbLQtPftyWFDd6vd9UipUZWdSDgCAr1dA84adqq9cVJqTmnYKAEICouJjWgJAfvGtq+nnAIBmnP6CfpnRNM1dyfExLbi3iFfTz+YXZwJA47jWNY4DOX/lcHlFMQAkNunypNZpqgmbnn15z+F1JEF2bz8EAKw2y/7jWwCATwm6tHm9+p21etWxc3sAwF3q2aZZTwBQaRQnL+4DAJvNeiPzImCYj2edFo3uSgFSpii4cPUYAJjMBq7ERluPnNkplbjbF2ulGfrAyW0ioTgsKKb2i4a/aIikpKTqa2zcuLFx48axsS/WqD69QZO0ZIyXu7/Vah7Qfayfd5BQIHaTehSX5dpoy+s9xvp4BkjFMj4lLJUXlCkK9h3f1NVhvelbuVf/3PqNVOwu5ItjIhvp9OqCkltnUg60a9479cbJrXt/EQuluQU3U2+cbNW0WzXNOHR6++HTOwSU6GbmpaLynEaxrfYe3XDywl4+JRQLJW+8OokgnsU8pm9/marTaxiGoXhUZEgNzwo/+X4kj+RbrObt+39rk9BDKBDP/nqoWORmNhu7thsUGVIfPZlxRjyS8vUOKCzJVmkUW/75+dXOb1aq5Qt+muwp862oLN1x4M+eHf5X/RFu3LpQKi8oKs0+fuGfji1fewZtjglvmJ1/w2jSp6adNFtM0WHx63cuvXHrPI+kLl0/BhiEB1e35PcPaz4pK8/HMOzEhX98PAP8fUIWrpypUstZlq0b0ZDPExpNuoOntkWE1HP8XfXFsvE0Tdts1paNX2kc1wrDsMiQuLyidINR165F73pRCRiGRQTXyy28aTDqtuz56ZXW/Ske/+l/GU+es965MyxD0/SogTPtJRiGdUq8a5kkDMO5gJ5bmP7Dmk/u2p2hxSKp4+6X007tPrQGAGja5uXuO2rgTHvK32pYrdawoNhRA2dyKX8BwGq11I1o/Gb/aY/9ER8Cw7Dd2w+pF51Qm8o0Qw/oMdbPO+hMajI3IdtKW4e8OlEm9XrKzUSeIgzD2jbr1bZZL7W24vyVQ3Anq8SogTNrmfK3a9tBAHDj1sVNe57kbL5qUJRw9OBZALBm+yLurpm22RLiO3Ipf61Wa/W7syzTIbEPl/KXm6LBskyXtq83imttr/PJwpHM3X+PMgzT55URjpnU4qIS4qLu6jvxMS3iY1oAwLFzu503OYezBncMw2o/uR/DMJNZv2HnMgAQCaUGo1apKr/nEQSG4ZVq+Yady0rKC0oVRRt2Lisuz6sxtwyO47mFNzfsXJaVf91kMmzYuSwz71pESHW3G08DQRC1H57OArv74GqRUGqxmv/e/6dQIGIYBg1vdyEYwzAbdi4zmgwWi3nDzmUGo/YhkgBjQODE02xeFXAcu5x2Sm/QZOVeLSzN0miVuYU3QwNreKrJMPSJC/9m56eVKQqPnduTkXOlUi2/Z80pmqEPnPjr0rXjIqHEYNQBgMmkr/3fpiTJc94/ZJ31hSrLsjZbDb/Y7UID6w7vN03AFwr4Qj7FF/CFAX6h0976xrFOw9jEPq+MFPCFFI+HYyDgCyOCY8cP/bT6I3dtO7B1QncBX0gSPBwnBHxhg7rN33h18iN+qkdF03TtO++s8Us93X0FfCHLMHw+X8AXvjtqvutM3HjpyaSe746aL+AL+Xw+wzICvtDT3XfW+KW13Z99Dq9e3nh1coO6zQV8IYYTJMET8IWtE7o7Pket0vihcyOCYwV8IWAYj8cT8IV9XhnZMDbRsc60t74J8AsV8IV8SsBFgOH9p9X4a8POZrM67xADZ71zf1gtH5CDwlGHln0A4OLVo3qjtn/3sbU8cq+OwwCAeyxT+72eo+CAqOCAKADYd3xzjw7/e1avzpBnp1Fc60ZxrStUZcfP/+MU1yRBkFw71dpKbiWm2uzlJvHg9srIudKqSbeEqpY/8/EKcIpv4Glw1uCOYRjLslM/7wcAPToM7tFh6JM6MkUJlOryn9d9xjB0ny4jg+tE2jdpdCqzWe/jFWgvMVuMa3YsslmtxeW59Z7fW3WKx999cPWxc7t9vAL6dh1FOrzFLSjJ9vMKoBzSM126duxs6iEMw0iCfPZ/gCPPDIETJMH7ed1nLMu2bNy5aYP29k0Wi6msoji4ToS9xEZb/07+U15RrNEqn+P7Q4FAdDb1YEFxJsnjvdlvGp/6bw6KvKKIzxe7Sf4bvVZQkrXrwCocJ5TqcuoxEpDd79+j6/89uhkAWGDRY5lnjWVZG22NCm8QFd7A1ye45h1qLT6m5cCe46PD4ymKv37nEsdNG3Yu/fzuF1NHzuwqKcuPDo/v0LLPwJ5vP8FmPJRJwz9PaNghOjz++Pl/svPTHDfN+vp/l64fdyz5deN8f9/g6PD4ySO+dL00p4idu5v35BHzosPj/X2Df934peOmS9ePz/r6rsEz2flpJ87/Ex0en9Cww6Thnz/blv5nYM+3O7R8NTo8vqQs/8iZXY6bPl82fsPOux4ubdi5hKL40eHxA3uO5wb1Pim+PsFcbLHZbOixzHPAI6nJb857GkfmhorXZrQMANTxDXml9YCn0Yza85B5c204dGpHjZUJgmjdtLvjAtmIq4qNbBIb2aRMUXjw5LYaK4uE0ud+JZMEj2tDTsHNGisTBC8+pmVtnrg+rKb12jWt1w4ALl19cVe6r5GzBncMcD+fIACgGXrLnp/yim8BgLdnHYWyhGGZ1k26cQ/QH4dY5FauKP56xXsAIBG66Yya4tI8o9nAlQj5IqPZUKmWJ9RvX9ORnh03qfv6nUuFArGnzFepLgcAEid3HVpz9NxuLw8/bgYjRQm5yVbIS4JHUhQl5K5bbw8/RWWZWl9JEARXwl0qRpPeTVrDfL1nSSbxPHxmR2raSa6jAYDJYriReenrFe9xnREAlJXlYpHb45/r6Nldp1L24xjOBRAACAmIHtx7IoETfj5BmNM+3nDW4M4CUyYvBACNtjL5xNaJw5MAgEfwrLS1Uq3YtOenxw/uDeq2GPH6+0aTDgAInOTmwTos10cwLA0Ajeu1ecwTPUETh32WkXMZAEiSx40m6t5uMDdflyR43D+8PPw9715AGXFtnu6+U0bOq6gsBYfL4L9/3LlU6oY3er7tdNS/x5jwkFhw6Ghd2w7kuh6BE9x4HqFA8kSmj27a81P/bqM9ZN48grLSFgD4aW1Sj/ZveMi8y+SFLKBx7s8PQZDN4jva/1sqL+CWLHh8Tjfz2E3i4fhVIAgnPCg23EmWjuGQBO+ZXckETsTHtPR3eHVH1JR0zCk462fAAMMwGPF+a2BZqfSu5G0Yhgf4hT6vhiEI4lwC/ELvmfrE41HvfdYHMIxH8jCnnd/nrI+TWGBtNnrUgBmDe020JwC6vYllisvynlfDEARxLsVleezdOQZMZsPgXhNHDZhB22wPMbn3BeOswR0ACILo3GZAm+a9uGXOEQRBnggCJ9s079W5zQDcmZ/POGvTMQyLDK0HAHxK4OXuN3lubwAIDYjOK75F0zaapbmS4ICoguJMmqF5PIqhaQAI8A8vLs1hGKZXp6Gvdn7z+X4KBEGeqt2H1vxzZD2O4VzHBwCCIKxWM46TXHAAAIvV/NmSsQRBcgEEALzc/fiUAAAiQ+OcdxKTswZ3lmWz8m4AgEgomTPpB4NJBwA4hjMsI1eW/Lj200+mrAAAHMcZhrl07diaHYsXfbzNXie74MaeQ2tRcEcQ13YmZf+b/adFBNfjOj4ATP+y//C+05s2aMcFBwD4bOnbk4Z/5uNZx15HJJCIhBIAyMpLQ5OYniepxF3qMCmZZVkCJx0n6cikXhiGOZaoNArn/YWMIEgtYRjuKfO9e8oeLpN6OpYQOOHt4e960/qcNbhjgDEsPXhyYwDolNh34vDPjCb91yvey8q7zgLbvGFHx8oBfqGNY1s7lnjKfI0mw5vTW7Es26/bWwN71pztGkEQZ7F17y9/7/8dMMzPO8hTdtesjsaxre8ZTRcVVn/GgkEYYJGh9T8cv0QoEP+0du7hM38DgEgodd7RMsDWpG/fvtu3b6+x2jOm0VWOmtmuUi2vVMvNVjPLsnJlyfiPuxlNeqNJb6NtNR7BYjEZTfpL144lLR799NuLIMizk7R49KVrx40mvcViqrGyjbZxcWP8x93kyhKWZc1WMxdb3prZXqOrfPrtfSqc9c4dADDAuLxXNG0zW0wWqxkD4Mar1uaXLY/H5wFQPAFapwJBXA5G8fgCvqhWVQG7Pc6dBYvVbLaYSIJ0gZx6zhrcMcCiwhoAgNGkn7d8Ql5RBsuyAr5ozIcdANjmjV55b9SC2hyHJAg/n5Cn3FgEQZ4pf58QkqhtOutlaz46l3oQA4zPF86YPwjHsNCguh+/87NQII4Kb+C8j2WcdZw7C2xm7jUAMJmNcmXJ2kVnl8zdSVGCtYvOfjfnL25Tbdhoukye/zRbiiDIs1Yqz7fRtV1PKjPn2vdz/lq76CzFEyydu3PtorPyihKT2chtct5JTM565w4ADDDpmSlavdq+0inN2NIzU5Sq8hrXPgWAgpJMg15bUHTr2S8qhiDIU0UztvziTBInRWJpcJ2o6iszwGTn31CrFVxyQABgGCYr95pULHPe1bHBeYM7hmEYYElLxwKAp7sfAOAYZrWYkpaOBZatzfIdX//8XkVlKQATHdH4qTcXQZBnClu17VsMMC8P/+Wf7am+Kg8nl66agwEI+EJuhDSfEny/8n0AEAjFzjtm2lmDO8uyGGAbll6sVCs+/PoNAGBYViCQ/PHtiVJ5wZc/TKrxCNyP/HrG+a17Vzz15iII8gwROPHJ5BX16zavTWWaYRZ/ssPfJ3jiJz1YlgUAq83y4xf7PGTeoz/owKJJTM8RwzCZeddU2gobbc3Mu1ZRWVabxzLFZbkGk66oLMdo0mXmXQOHzNEYhnOJhOwz1nAMY1gW7qzd6rgpPDgOrUSKIE8WzdA5BWng0NEcut7tzuiwyd5hb3dho0lfVJbD5wtFAkmAX1j152JYOq8oQ2dQ0zZbblG6SqOoTQB58TlrcMcACw2MBgCJ2K15ww4rNy+w0VYcsJWbFzAs073d4Op3LyrNWbpqNo4TRrPBYjGt3LxAp1cbjTof70AA8HT3VarKNTql2WzklsOWSTzVOqVKo7BZLd5eAQAgFrrpjRqDUdul9cA+XUY8/U+MIC+Rfw6tO3DyL5FIYl93SV5RzOPx3d28uM4IAHJlMZ8SuEk8uQ4LAOWKQpFQIhG7a/WqvUfWCwRihqHfHbkg0D+8mnN1bzt4+/7fMAzHMNi06weS5DVv2EEidgOA0MC6zjtaxoknMb01s71jiVxZMuHj7rXc/WZWysffj2BZ9lr6uaTFY1iW3fbvr6M/7OBYZ83278d/1NWx5Od1n02e29ux5N+jm37d+OXDNx9BkOr8uvHLf49uciyZPLf3z+s+cywZ/1HXNdu/dywZ/WGHbf/+yrJs0uIx19LPsSz78fcjbmal1PKkEz7uzk1iskOTmJ4PG23btOdHAGhSv13dsHgAsNHWi9eOAUB4UOyDVpLLzLum1iqLSrMNBu3Fa8fyi27RtO2eOjezUvRGbam80Go1cwdsULc5nxJWecAKVRlXp3G9Nuj5DII8DpqhU2+cBIAKVdmDRrmYLcZrGecBwGo1l8oLL147JhZKYyOb3H0cW0bOFZPFqDdo07NTdQaNTOoZFdqgygMqVeU5hTcBwHYnFGTkXk25fhwAuJUInRSRlJRUfY2NGzc2btw4NvbFWqPLarXsP745pyAtO/+GTOIRF5VAUXy9QZ1y48TNrJRTF/d1atXPXvlK2unPl73du9PwgpKsH9d8WiLPyy3K0Bk0isqS8orCPq+MqOMb6ucdXC86wc87KC3r0h9bvykpzzVZDF7uvjmFN1NvnCwqzW1Sv22gf1ijmFbennXsR/b1Cki5fjwz7+rFq0cNJt09VxiCIA9l54E/9x3dUFyeRxJEv26jHe+oIoPiGtZrJRW7r9628OTFvUWl2TI3T4vVlFeUcfpSclCdCB/POuHBsQ1jWgkFYpnU83Rqck5BWqVaodTIC0oyj5//Jy6qqUzq+c6nPYP9I/0cBtTN/2lyVv71vKL0RrGJzeI74Dhx9MzO/cc3Z+ffwADv1XEoRfGfx5fxuJz1zp0FhmXZXxccspeQBG9Y36kAcP9oGZ1Bo9IqAcBsMZIkb9aEZenZqWt3LJo1YZm9jqe7j6e7DwAYDFovme+HE5baN528+O/5y4cBoI5PaB2fu1IOuUk8ZoxbCAB7Dq+TVxQ/jU+KIC8PlbqifcvXencadv+mmKjbd04arbJ3p+FtEnrYN33987sGgxYAGsYkciVNG7Rv2qA9AHyycOTwvlNjIhrP/naY2WIEAJVWqTNo7j6p4qN3fnRcQ3VAj3EDeowDgNEfdEALZD9P6dmXi8tyAICiBBaLSa1Vms2Gw6d3AADFE1ispsy86zRt+2ntXI2uUlFZ+tPauWqtkvtJP76TF/ZarObM3KtavZo7afuWfdDzGQSpPZqhj53dBQCFpdlqbcXh0zsoHr9Ns56Pf2Szxbh930qZ1FNRWfrX3l/cJB4Mbbt+67zZYuSCAwCYzIYzKckyqScXQAAgwC88JqLR45/9+XLW4I5hmLubFwCotcplq2bXj24OADI3b7VGYTTpcYy4mZUCADI3L7WmQqfXCASim1kpVpvFYjXfzEqxWM3usqoTA+E4IeSLHUsInODzq37gfuzc7n+PbAwOiJRXFFts5ptZKcVluUp12es9UA5hBKmtHft+S7lxKtAvTKNTmkz6m1kpBcVZNEO3b/Hq/ZUFfOE9N09Cvhh/wO0UQfDyijIoHt9iNecVZfBIii8QqdSKm1kpMqmXWlsBAARGZBekCfkiLoAAwF97f/ly5lqZ1NPdzQtNYnrWWJZVaSoAgGEYi9Uycfhn9k3cYxnHktzC9PI1n3w7e3Nm3rWVmxcsmLmOeyxT5ZEZhjaa9Y4lNEObzVXf5htNhojQemOHzOEey4waOHPngVVqrfIJfEIEeWkYTIYWjTq/1mXkn1u/9fEK6N1p2G+b5htNhiorm8zGe1KGGM165gFJREiCnDr6a+6xzJjBs6NCG8xcMHhQ74lhQTH2OlOS+gx97V3HxzJvz+nCDXVXaSpYNInp2bPaLPN/mGS1Wa1W84PqnL9ypKg0u1Itt955660zaHbs/12hLLHaLA/aq6KybMf+3+HOc568ooxqXprnF9/asf/3m9mpvp4BXElW/g1u975dR91OJYogyH1Ylvk7+U8AyM6/0aR+WwBgGPpq+lmr1ZxffOtBo2VstPXClSPyimL7U5SKyrIHncJqtRw7tyct85L9ObvVZjl8eoeHzCfQP+KeVX0c9jIv/XM2j+RZHhxbXnzOGnowDMMwTG/UGkw6jLj3U5AkCQBFZTl/bv1ab9RSlGDaW18DQGRI/f5dR+uNWoFAPGXE/CqP3LRBu46JffVGrd6oNZp0eqPW29N/zODZVVbu2nZgfGyi3qgN8o8Y2vddAHi185sxkY31Rm1q2imU2ABBqrHlnxWpaaf0Rm1MZGNuQeOhfd8N8o/QG7Xxsa26th1Y5V5jBs/29vS3d0+9UdsxsW/TBu2qrDxl5HyRUKI3avt3HR0ZUh8Apo35hsfj643aP7d+U1SWA3fChSOcIAwmnd6oxQhAj2WeNZZlSYL35Yw19twyjmw2G1eHogTD+r5nL8cwrHPr/tUfGcPwXp2G1rIZOI4PunuJPhzH//fqOwCwbd9vZouplsdBkJcQzdANYxMHdB9rLxHwRcP7Ta1+Lw+ZDzcurjYC/cMdIwAAhAbUDe1XFwAuXD3CPXLhwoUjAidnTViGcss8HxhgAr4QAHAcwwBWbfsOAKQSd61OpTdozWbDqm3f6fRqg1G/att3LMvweQKLzQIA3GxmlmU7JfYNDaz79FpI4DgaM4Mg1SBwgrjvz+4nK68o4/CZvzEMs6cx4JGU1WYCwA1G3c4Df4hFMrPZsG3/b2KhlAsgAIAB4DgGXJ5Ip00/4KyPZVhguWz6MqnX5JFfern7ebn7uYk9vdz9PNy8GZbxcvdzd/NiWcbL3U+n1+w6uIqrI5N6ern7MQz907qkp9pCmmFQpngEqQbN0DT9dEeR/7QuiWUYe8f3cvfbdXC1VqvxcvdjWVYm9fJy96OB9pB62wOIl7vf5JFfyqReAGAyG9FiHc9TfEzL+JiW9v+WygtOXdr/auc3C0uzL1w9+mrnN09d3Hc6JZl7qMdJz07lcs4hCOLCeCSvdUL3GIc1GzbsWt60QbvWCd0PntrWoeVrQf4R+45t7tSqn38tFoFwLs4a3DEMA2Anz+0FAD07DO3deTjN0LsOrC4ouWW2GMVCKQBggGv16slze1ksZh7Jc9yd4vGNZsOyVXMYhu7WbnBcVMITbNvUz/vZaIvBpOvZobbP7hHkJcQjebsPrj50ahtJUIs/3fEEj5yWeXH/8S04jpvMBop3V/IAHsH7c+vX63cuMZmNGOAAIBZK1+5YxKcEwXWi+3QZQeDEnkNr9x5dDwAALHqh+qyxLGuz2RrXawMAwYFRAFCplu85vHbEgOkAwP2iZoHBMIyr09Eh1QwAhAfHjRwwQ6VRFJVmr9+59Ivpq55g2xrWa8XQtpyCNIv1gaMtEQSxWC3+viERwXE48YQD0fqdS+tHNwv0j+iY2Dc8OM5x08fvrjhyegcAnL1yiEstMH3st+nZqQCwetv3bZv39PbwDw6M4uLG0XN70AvV54AkeWOHfHRPSbvmvR1LJCK3e+rYcU9yrmecT8++/GQbNnrgh4BGyyBITTAMaxbf0XG0zJNCErz4mMQqV2KKCqkfFVIfAK7fusCV+HoF+noFAsD6nbeTTTWMSeTS1Jy6uP+Jt+2ZcdbgjmE4t8AKTdvW7VyaX5RhtVlYhp63fALLMq2aduvSZiCO4dzEIrPFtGb796XyAgDwcverUJUxDN2t7aDEpt0IgvCQ+TxyM1Qaxc/rkrhModwUZ6vNMmFoUh3fEAElfNCUaARBAEAoEFMkBQAl5fkr1ieRJMV1IgAgCXLCsCR3t6pzhNTIQ+ZDEAQAnLm0f9+JLQROcB0fAPy8g0cMeJ9PCXw9A3AMB4Dkk1vPXNyP4TjD0MtWz+ERVEhg9LDX3iMIMsAvzHnnITprcGdZprgsFwA0OtXRs7veHTlfratcve27Pq+MrFTLN/+zokubgQzLlCuLAaCkPO9q+rnRg2YBAEmQNtpWWJK189CqxKbdaJquVMsfuRlnUw8RBK9nx2EAgOM4wzCnU5KTT2wdMWC6yWJEd+4IUg2jSc9QNAAkn9haxzcssUlXrhMBwP5jm8+mHurevoYl1R6kUi2naRoAPVmY6AAAIABJREFUdh5a3aZpj6A6kQRBcis3/L7lq5LyvLCgmHJlMbdK3459vw/qNcFD5rNs9UddWg90k3gsWzWnT+eRHjLv4rJcbgE/Z+Sswd0RgRON4lopKkt5JNUorlWpvIDA7/1lS/H4jeJa2f8r4AvPpCY/kbN7yHwcj5xXlIFyyyDIQ8EwrI5vqGM/On/l8BM5MoETUWENHEfL3PN+FQBwnIiNbOLvE8wjqbiopt4e/q7xN7ezBncMMAzDhk1rCSzr4eYFABjgZotx2LSWwDI+noEAgGGYSqMYNq0lMGzg3Yvk4gSeX5I1bFpLlmGiw6pen6U2+JRAIpY5lgj4oo27fvj32EaGpgf1nvSgHREE4fNFW/f88Ne/v7IM+9agmY6bpGIZnxI88pEZhv7yh0kYjpMkD797nhQG7JzvhmMYTvEobiQMgZPvf/k6YBifEnDjZyiSN3luL8AwASVw3klMzhrcWWBp2vbO8M/1Ru2m3csBgAWGwIl3hn+u1lTsPrwGAFiWFQmk44a8J1cWHzm7y3F3hmZ83H0H9BhfWJJ17da5R26G2WLS6dWOJSazoXG91m2b9Tx3+bDZUnVaOwRBAMBsNrRo3KVFw84nLuy9JwekVq92d3v0l2EMy/Tr+lZQncht/65g7p4nZbXRQ3pP8vEMWPf3Em4kjMVqGtZ3qrub1x9bv+bGz5gsxlEDPxALpb9s+MJ5JzE567sCAMBxonVC92bxHXH89q8okqRaJ3Rv0qCdvYSi+K0TujeKa03eN9ZKKJS2Tuhev25zAn/Cv+Hq+Ia2TugeElh1TjsEQexCAqJbJ3Sv4xtac9WHQRK8+nWbt07oLhRK791Eko3iWrdO6G5fPI8gSG5aE0lSXAmOk83iO7ZO6O7Uz2ec9c4dw7DI0PoAwKcE3h7+4z/qwrI0AD7+oy4sy8RENAUADMODA6IBQCpxxzF8/EddACDIP6qwNJNh6BaNuwAAgZN+jzEzLbhO5I7k389fOQQAQr7YaNZbbdYxg2cBgFAo5t25VhAEuZ9E5EbyKACICIlduXnBnsNrhHyJ0awDABwnWzft/shH9vMJ5m7aQgLrfvfrNBwngupEFpZkAYC71FsqcQeAkIBobiRMWFDMp4tGYhjOMOzsb4biOO7t4c89FIoMq48mMT1rLMtm5V0HAJFQ8vHkn80Wo1Jd/s2KaV99sA4AxCI3AGBZpqD4FgB4uft9+u4vt1MzY8D9mcU9K6cZW5m84JGbUS864asP1nHv9+248VtGox6NlkGQaugMGi6Gtm7ao15UM8dNOI5z2V0eTZm8gGZsADDq9ZkDe7wN8F/Hp3h8Lj7kF9/iRsJMGfml3qABgA+/Hf7h2ws9Zb58SigSSgAgK/c6msT0PImEEpFQQjM0juMPGrQuFrmJq9zw2B7nEkQQBAAwDHuc6SbV4JFUjUemeHxK5gMABIbJpF5PqSXPnrMGdwzDaYYePLkxAHRo/uo7I+eJBBJPmc8b7zYFgPYt+kwa/hmO4QplCVcnJDDqu9lb7btXqMrm/zi5qDQLAF57ZeSTbRt3RgAYVlNmagR5mQmFkvU7Fm/ctRwANi9PfYJHjg5r8MXy8QAQ5B85e9JyL3c/+6YZCwbmF2UCAJ8ScJOYflw799i5XQAQGVJPJJAAwA+rPj56fjcAiAQSNInpWWNZhsCJtYvPAQCJkwAgEkrmvb+KYdlSecFXP00BAIZlvD39v561+UxK8or1nzvurlCWiATCdYvPA8ATz7q+fvEFBpgdyX8ajLone2QEcSVGo25Q74l9u76FP+mRHUP7Th3SZwoAJC0erVCWOAb3kvKCySO/TGzS9cOvBnGTmNJuXfr+o23+PsE4hnGhfOKbn48b9ikATJjTFU1iej64uctmi8lqMwMAhmEsy5rNBgYYnUFtMGkZlrVYjDabFYDVGdQAgAHGAms06dinENY53KpdJI6jbO4IUj0CJ6inM+6A690sgNGk0xnUXMcHAADWZrNYLEaGBYNJqzOoGWDMZoPRpOMCCADwSP7jjLJ/QThrcMcAiwprAABGk37e8gnF5XkAEBVSPzP/OssyPJKaktSHYRmKoKYk9WEZRipyn5LUBwBCA6Pzim6xLNu707Cn2kKRQMoj750LhyCInUQke9ojyhrFtlr8x2wMw0ID6+YVZQCAm9h91V/fr9m+iMR5X/6fvfMOzOl6H/hzx7tX9pYgsUORL2rvTYVSFDUapUVR1C4tVbNqBCWtEdTeSoxQe8WMEJLI3u/e712/Pw7v701EEiMibT5/cd7nnnvuGU/uPecZ4eNwDCdx8sfVX+E4jhQIAHh7BMwdv0EklNSoWr/Siel9wwGXkBwLABarOU+VtXnpBftP2XlpP4d/s2b+0fTspBURU1bOOVguLTRZ9JXWMpVUUgwGk7asX5AH9Bg7oMfYIn+avLDvlLAVfl7VJ8zvvWDcVsdkHV/N6mSxmkVCydPkBxXXiamiKncAYFn2dtxFg1FXyBKxoAyDEpy7OnkKBWIAUGpyLFYTALg5e79qYuUpM220FQBwDEe7cp5ufiTBK1I4+4XRlY9HANqwy8pNYTlWZ1AL+KK3fMZKKvl3ozOoM3Ke4RiO/Jg4jkVf4QROvio1Es1QOfnpAIADzgILAHxS4O7qU6Sw1WbJV2cBgFAgRjvvFqsJhYcsJgsmy7IPnlyXSuTF6JYPn4qq3DEMwwl8+cbvAMC5oJsyjmNVvAMBwNXJ0887cNnGyQxDBwbUmzRySU5+2q8R06yUhWaoekFNvh46/+Wan6U9Co/8gWYoAHB28lBrcm2UtV2zTz7r+fXLwvcfX4vY/TOOE1abuV/X0Z1b9Y+JvfDnnsU8Hp9mqKlhv5bFs1dSyb+Djxt1XrHpu7txlynKNuqzGSHBbc5cPrA/aqOQL2ZZJmzg7Aa1P375qgMnI85fP8LnCdDyBACS4I0b9lOhpByIP/csfphwkyR4Ap7wu7Blnm5VNuz8MTHlIUGQVbyrI3VfxTsQpcO2I+ALN+yYDwBCvrjSiel9w3EccLDzt5tqbf70JYMcf2JZLi0rEQBEQsm00SsBIDk9PjxyLgDojVqcIH6bcSg+6e72QyuLrFmlyXV38Z4+drW95HLMyZv3io5Rl5Wb2qB287CBs46f25GR/QwAMrKffdyo87C+k9/Rg1ZSyb+Wan611v54HAAiD67MyH4WEtwmI/tZ7w7De7YfErF7UVZuapHKPTMneUifiS1DutlLlmz4VqXJLVK5Z+Y+m/DFz7WqN5y5bIjeqPV0q5KR/WxK2IqqfrXsMmlZiSxbYO+Fom3hP55wVriN+r5tpRNTecKwzKOEGABAIZtVmlyKsj0vwXkMS2XnpRotupP/7MxXZen1qpP/7MzJz7DR7yYHnlanfJQQk5OfptGqHiXE5CrTK3djKqnkNeFylemPEmJUmjyWYx4lxGh1yire7yA6k422Xbtz+llanF6vunY7KiH5vtGkf5b2yGwxIOUAADbKlpgSq9bm2mO+s6/esalAVFTljmG4n3d1AJBJFS0bd911NBwAvNyrZOelUbSNAw6VeLr55eSnG0xatVa56+g6lmUBWPSPKj5FTx2C4BXK/8Ij+HKZS5HCTRq0u3737K6j4RpdPsuxu46GUzQ1btj8d/uwlVTy76ZD8z7hkfPSMhNVujw8A1LSn5AE2aRBuyKF5TIXHlHAxsZJ7kq8IgsrifPOXj6I4zjL0qcu7sdx3EpZj5+LlIgUSDkAAAbc8egdPB4fKRAAaNG4q0yqAAA/7+qVTkzvG45j07OSAIAkeKM+m+H4E7KW+XHyn/aSKzFR4dt/2LL8UkJK7B97fvll2o5itmUYhtLo8h1LKMame0X+DRcnjx++/R0Ajp/bkafMHNF/WpFilVRSSTH4egUumrYdALbsW+bu6lO8mbJOr6KYAp/dGp0SvXG/DI5js8evQ9syX342MyggeMjkZv26ftUi5P+jkk2Y3/vbkb8UeX6bnpVU6cRUDtA0te3ACgBo0qBdnaAQAEhKjctVZmh0ymLOwS1W07U7pzNzkg0m7bU7pwGgXo0mKEqcHZ1BjX4iCR7NUE+TH7xq6gBATOwFirKmZMSLBGUUvaaSSv4rcBybkh5/7c5pHk8QEtymSBmGoZ8mPyBwgiB4DEMBgN6gKSSjN2gePr0JAHqT7uGTm2ptHrKRK7pClrkbd9lJ7urh6lvdvy4APEqIuXn/PADQNPWOnqwcIObPn1+8xK5duxo2bFi7du330p7SQlG2qEu7M3OS07ISnZ08agc20ujyl2yYqDWoc5Xp3dsP9vepYRd2dfKoX7uph6uvVKJQabIfJ95Nz0oyGLR6k/Zx4p37j6+2COl6+tL+tVtnd2s7yFnhnpaZ8DQl9sa96Es3/zZbzQaj9tPuo50V7ruPhe8+Gt6hRV97zVduRx04GaHS5Fosxs96fYOizVVSSSVvhq9Xtet3ozNynt24Fy0Ryxy33eeuGJ6nygyu2dTLo8rNe+fTs5+dPL8jKe2xWpfv5ebXsWU/HsmfvKAvQfAC/euu2TrrceLd7Px0lTrHYNLl5KcH+ddr+b/uBEHWDvyoTvVGPIdkewq5y+3Yi2lZSacv7vu4USehQHw5Jurc1UNpWYkcxvVoO8Qe+b1iUVHf3DlggYMNP5+yl9AMbaUsU8KWvywsFsvr1WgKAHyeYFjfKQCAtmWmhC1/+OTmvhO/A4DBqNYZ1QAgEkrCBs0GgO2Hfr1066RjhRqdUqNXOtasN2hrVK0fNnBWmTxkJZX8x/Bw9Z0+dhUAROxepDcUyHGm0Ss1OiUAVK9S9/sxvwHA2DldGtZtPjT0O7uMzqg2GNUAYDTp+ncfU69mk7m/Dh/Ue5xjDlWkChxpFdK9VUh3APh6bjeaoQEgtPPI0M4jAWDU921RbqaKSEVV7o7EPY1Jy0o0mHQWqznqwh4AaFC7WYm5XYxGXdSFPVm5KRpdftSFPU+TH1CUFV3O5/FtlC05Ld5qe14hj+RRNJWenWS2GFEJSRA0wzxKuC0WVe7GVFLJO4ZlmUcJt+HFQgMAi8WYnpUUdWEPWowAYKXMz9Lioy7sQQsWAGja9jQ5NurCHrVOefP++fTsZwaTrsR7ZeWm3H98HQCsNvM/149JxfIq3oF1a4SU7ROWPRVVuWOAoWwbWr1qzbZZIcFtLVYTjyDTshLMFuOpC7tXzNlfzOVBAcFtm/dJy0pQa/MYlk3LSpDLXds1+yQtKwEAxEKJyWJ0c/H29qyKSoQCkcVq9vWs6u8bhEr4fKHNZhGLJEU6N1VSSSVvw2c9v95zfH1aVgJaaADQpGFHlqHTshJEQpHZYgaAViE9KNqWlpWAFiwAtG36CcXY0rISOJbJU2XSDNXu4z5BAcHF32v5xu+qVaktFEoInMjOTRYIxIdO/7H4+78UMhepRFEZW+Z9wwGHMlOzLMswTNjAWfnq7IdPb4UNnIWsZYq/nCDIPp1GAADalqncV6mkkg8KJ7nbV4PnvvHlP64K69Hu83o1m5RG2Ebb+vcY6+VeJSb2wsDe492cvW7ci0aBBwxGbWVsmXLASlt+XBVG0ZTtRXwuk9nw46owG2W1WM0lXr5p18LMnGSjSV9x3YsrqaSSIjGajVsPLJeIZD6eVUcPmlO8sMVqXLN1Fp8nsCdgsNksKyKm8Eje89ycFZOKap8PABhXjFIu9RkIBlyF/eyqpJJKigSD13rhfqUa5LCK+toOFfrNnc8TzJsY4RhbRiySzpsYUZptGQBAf8/t1jKVVFLJvwaxSIqsZUojLBSIJgxf5OVe5eu5z+PV8PnCKWErUGyZsmxm2VJRlbv9QBXHcYIgInYvslpNNG2L2L3IYjGWPrcLjuMoFHD5otLk7TuxAccJAU9gffElSNM2kuSLBGKz1QQAGAcUR5M4KRbJTGY9AACGsQyF46RUIjMY9QDg4eLTs+OwMsowVV5QtO1AVARyVEG9QTMUifPQFxc6cKNoG47jBE4CAEnyaJqiaBuGAUnw4UXoZhtlBYzjk0J7JGeaoYDjSJKPLgEAlmVYliFJvv0cDziOZijHgZBJnfp1DSvrLBPvGYZljp+NzFVlAoBUIjcYdSzL4ASB3n/RlGNYmsRI9MFsHwgewUMvt2jqsizTv/tYF6dyzjEtEIhxvLTbEnySv/fvDSKhhKGpXUfXCgVigiDQ5ZUHquWA/UBVIXOZ8MUiZArJPLyIvB4+7f5VKethWbYY17X3xt6/11ms5tqBjUmSpGkaAPYcX+fnXb1F4252w6+/jq4JCghu0qC93fBrx6GV9Wt/3KB2cz5f6Cy3AMCJf3bWDmpcs1qD8n2cd8vt2Iv34q60bfYJvLBJvRxzMjM7aUDPbwAA9di5q4dUuvxPu4YBAEHgDMOeurjHYjV90mkEAOAYxnLc3+d2AAY92g2xZ1M7cmaLSCju3OozdAkAHDgZ4ezk2v7jvg4Dsd7Xq2rLkO72gfjn+pGqvrWaNexYbj1SBiSmPIy+eqh7u88BAE2ne4+vPnh0dWjf7+CFcfDN++cSkh8M/uRbeDEQV2JOZhQciMeJt/f+vW7M5/PK93GsVlPpQ7FP/epXZAp5OSbK26OqVCxv0birQuYClQeq5U7dGiF1a4Tkq7PPXN7Xtc1n5d2cNwHHibo1Qjq3GmAvOXp2SxXvQMfH2X9yY7UqtR1Ldh9bW6NaA8eSCzeOvZ8Gv2dcnDwcHzM184lKk+NY8jgxxkZZHUvuxl3U6FSOJdfunAIAx5Lz1w47yV0cS6Iu7PZ293csOXp2a6GBeBB/7Z092IeERCx3fEyz1fg4IcaxJF+dlZr51LEkLeupUpPtWILjWHJ6/Ptp8LvC2yMAucUcOv1n22a93Jy9yrtF74aKqtwxwAGDsbO7AEC3doNDO48kCVLAE62ImMpx7MeNOyOXM4TJpHuW8djRM81qs+w+ujZPnW006coxZkB2XtrWA8tJgpenzAyuWcBxzknuJpM6A0BCSuyBk38QBMHQ9O2Hl7Lz0uQy52Ghk4UCsVzuIhUrHK+SSeS7j60Ti6Serr4De33j6GNd4TBbjDsO/aY1qLV6VSGXNLnU2VnuBgBGk27zvqVWmyUl44nVYloRMZWmqZEDpnm4+ilkbgAYAOgNmt//+hHDiKy8dABYETGV45gxg+fJpE5OcleFzBUAcpXpm/cuJUm+0ahNTH20ImKqgC8c2f97iVjuLHeTS50d7y4RK46f23Hp1gmF1HlI6CSRsAJ7sVGUdffx8Jz8TJPZgOIg2pGKFXK5CwBYrKbIQyt1enVmbgrD0CsipjIM3a9bWFBAsEzqXCiEqlSsSEyJWxExlWao4f2mviqbUlkjEcv3n9x08sJud2evgb3HO+Zce/j0RjXf2mKHVX8p5sS126cxDBfwhCRBAsCh05tPnv8LAAADrMJanWAlhqIPDQ0dMWJEaGjo+2lQKdEbNePm9ujU6lMoKnDYkbPb1v30t10YRYXcsfK6vSQ+6e7GXQsHdB8DRQUOe2/8uecXq83SqF6rYsIkLd842cPNt2a1j1AUMwA4cnZr/25jGge3fllYq1civ75dx8InDF8U6F+3TNtfpsTEXjgQtal3hy8AoEHt5mKR9GWZ6KsHr8Sc6tSyHwBgOMGxzO2HF4UC8agB/x8o9GBURFLqo5b/+//cDpdvnazuX6dv1zB7yZ97F1uspsb1WqNKAODM5QMtQrp0aN4XXsJkNtx/fBUAjkZv69d19KsGrkKQmBq3ZuusQb3GAUCdoMboT10hbsde3Hfy9086DocXofSeJN3LVWZM/arouKoolN6dh5cEfOGoz2aWaftfhT1w2L4Tv48eNMcx/MCQyc3GDf3JMSrkNz/0+KTjF0UGDjtzaX/4gr9lkvLRD29JRX1zBwCS5H3Rb4pjSXX/utX962bnpR0/t6PEy8VCyceNOpdZ60oFhuFV/WoV3wyCIGtUbeAoc+7a4VcJK2SuSPLQ6c3vsJ3lhUziVOIYuTp7OsqotLk5+RmFZHw8qzrKPEt7XEjg5YG4E3f5VXcUi6RI8vz1IyU9QQVAKBCX2MmFBoLjOJSGtEjQXzu1Ng/FRi8XZNLnDT5+bnuJwgRONKzb0vEjo05QCHpfPH+tAg9xRVXu9mQdNENt278iJeMJ2JN1UDaKss5bOQpeJOswWfQkyUMl7i7eeaosq81SXh+MAJCWlbhh+zyS5Kt0uTjg1+6cIUne+C8WOiuKsDGQy1wK5eZ2lrsTRNH2MBeuHzt9aR+O41q9etPOnwQCsZeH/6gB0ytQciiDSbtp188abb7RpLPYzPNWjmIYun/3MQ3rtXxZmEcKCm0m8HlCtM+mVGev2jILA1Bp8ziAx4l3kIuKWCRVaXMBsLtxVziAiSMWuTp7ScRyPq9AtnSZRMEji97Uuvvw8r4TvxMEqdTm/HVo9ZHTW5wUbqMHzS60RfYhY7WZ/9y7JDs31WI16YzaeStHsSzTudWANs16vSxMEEShNMUkwXtV+hq1Nm/ttjk0TaH0Ncnp8RRt+3rojyit8fvH1clr896lAr4QLXwAIAnyYFRE1IXd9mQdNsq6estMHvn/yToCfGt+8ekUkuBVJusoB+zJOvQG7ZXbUSh2oz3N3raDvw3qPQ5epNkDAJwgWYYGAAInULR3f9+a5dX46CsHq/nXbRnS9cT5XS5Obs0adjoevf3Wg/OOB6p2dHoV2o2xo9blMUzRAetP/PNX++Z9qngH/v7Xwk6tB/h6Vt2w86fsvLSA8nvY1yUxJU6pzh7SZ2L8s3u3Hpwf1HtcXELMqUt7ilTuFG0tFDvQRlmMJh0AXLkd5ers0aXVgIs3jlltVKdWfbfsWwoAg3qPO3v5AJ/Hb9201+lLe6/cjurdcbjRpJOKZY716I1aii7aO/HUpT2NglvVDQrZeWR1SP22tap9tOPwqsSUuI/qNH9nvVDGZOelPU68M/bzHzJzko+eixzUe1xaVuKJf/4qUrkzDKPW5TmW0Az1qvQ1tx6cFwnFPdsPvX73jEqT173d4CsxUdFXDg7/dGqZPElJjB48JzXjCTgsfAdV8Fw5rNo8q2f7IS5OHvY0e8sjpvbtGuascKtM1lHO4DiBvqEQ2XlpfB7fseRDA8MwTze/OkEh1+6c8XSrUico5NKtE++kZhwnqvrVrlmtgVAgqlalTqB/3Ypoji0UiOsEhZgsxseJd+oEhegMmpc3UkqDi8KjTlDI48Q7Fqu5TlCIWCQDgDpBIXfjrggFojpBIbce/PMG1eI44ecVWCcoRCKWV/EOqhMU8iG4SrwuPJJfJyiEzxcJ+eI6QSEEwcPxd2NqpZC51gkKSU6P5zioExSSkPJQrc0r+bKyQSKSlagKeDx+YECw46f8v8NTpKIqdxQQ5vNJTQCg0DcjjmPl9Q1YPM/SHq2ImEqSPIq2fTlgJgD4eQUeOLUp6uIelmNfte/p4xUQeWjl7uPrXJ08lJpcACBJnvMrnER8vaqt3jqTJHgCvkgqlgOAn2e15RFTCJzw86o+btiCD9a0Q6tXrdk6K1+dTdG2kHptAMDFySNPlT1pQShF2RyPQx3xdKty5PSWSQtCAUAslJosBpNZj2PEvUdXLFbzZz2/AQA/78DNe5dcv3dWq1dhAJMWhNooy8j+0wHA1ytwz/Hws1cOmi1GDrhTF/eiSgCA47g2TYt4jQUAH8+q2w4s/+voGoLguTh5AICPR9WNuxbwSL6bs9eE4YsUr9iyKHfMFmN45Nz07CSGodFhu1Qs5zhu0oJQmqHrBjUu8ipnJ3elJgd1MpqElM3a5uOiO8fL3f9odOSkBaFWq7lf1zAA8PWsdvLCrtsPL9I0NSVsebUqdcrs+d6QKt6BOF7AU4lH8sfN6w4AQoG44saeqsDWMhPm9f521CKDUbdt/4qIxdH2n1D4gTXzj5Zj84pk55HVFG3r1PJTHCe83f0BgOPYzNwUACBw8lVnADRDoZ1Bu18lnyd0d/EuUthqM+erswFAKBC7OnkCgMVqQmdfSzZ8O33sal/PamXybG/Nw6e3dh5Z9c3QnwDA3cWHzxMAQJ4qy0ZZAMDD1fdVnyA5+WkowQIGOAfshRtHlZrcvl2+BAAfj6poZWbmJDu6omCA+XhWBQCO4zJzkwHg4Kk/XJ082jTtjSoBAJIgPd2KHhGKtuUqM8BhIGyUNU+VCQDrtv/w+ScT69X43zvqlXdMRs6zxRu+nTF2NQC4OnmiDw6lJgf58bk5e73qbMY+EDjgLLAA4OnmV+goyE52XhrD0gDg4xGANqyz8lJZljlzeT9J8Ib0mVgmz/YWTJjfe/a4dY4LMGxGhy8+nSKVyFf/OWvNj0crrWXeNziON67bWq3NL72fcbkjlzo7qlcMw0vUtiTBK71GFvBFhYSFAjEqwT/4L00eyS/U+Ff9DXOkkApWyFwtVkuhepAqfxkMw5CkRCRXyFxL2c8vt5PPE6CSD38TjMCJQo1HLwHFU5qBsPPyawp6lZFLnc0WY+nrKUdwHK9fs5mzwq0C6ZaXqajKHQOsRtX6ACAUiNxcvEd+3wYAgvzrJaQ+5DiuYZ0Wb3+LnPy0JRsmqnX5AODm4p2vymIYWsAXoeNNhcxVq1eyLDv+i4VNGrQrpp6nyQ8Wrh2L4wTDMizLHDmzFTiO5mgS50lEUqPZAAAigWTm12uq+AQVU09p2PP3+r/P7cAwvKpvzeSMJwAgFIhMZgOOEyRBzl42DMPxan61p3218gPZn9Ho8pdu/C4rN5lhGQFfOPL7NgzLiAUSK2UBAG93/6y8VJZjh/aZ1LlV/9JUKBJI5K/vtSCXOpU+v/npS/t2HP4Nw3DUPADg84QWqwnHcZLgLf19Eo7j3h5Vv//q10IOPuWF2WJctnHys/THLMfySf7I79uwHCsWSlBk7ADfmikZTziO69H+8896vG3mmbTMhF/WTzBbjQAgFklNZgPNUAROYhhN+oD5AAAgAElEQVRG0zYMI05f2seyzJzxG9D6fRU3759fu202jhMKmYtWrwIAHsEzUyYS57k7e+epswDAWe42feyqV31glZ5A/7ozln6OYRhSIADg4xEgFIgAIKhqcGVsmfcNB9zT5AcAIBJK5n27CRk22GOGvJMDruT0eC/3Kj99txkAMMA44LbsW/YoMWbl9AMAAIABcNFXDt2Nu1y8cr/z8FKX1gP6dB65/8RGoVDcs/3Qn1Z9pZC7Thz5C6oEALYd/PVx0p23V+53465MHrU0MKAeajAAjJnVOWzQ7CYN2s1aPuz7sQu93QOmLxmsM6g/EOWek58BHLtm/tHHSXcPn948fcyq49E7Tl7YhXbV0CZJzIMLN+6dK6VyN1uNOoPmdZuhM2hK3yF34y6P7D89pH4b+x7OhPm9u7f7vFeHIUt+n9in88ja1RsuCv8mJz/jA1HuOoM6Jz99zfyjWXkpa7bOWTQ18tb985t2/fz7otPwYm4npjzcfXzD2yv3x0l36tdqOqwfymuKAXCrNs/Q6lU/fLvx+LntFovp0+5fHT69+c7DS8Ur93uPrnza7asOLULta2TGksEN6rQY0X+qfW6vi5yXnB7/9sp9/PCFaGPKrkB4pAA5tSYkx1bGlikfbLQNAHgk39G9+O1hWZYDjuVYgiAdjZd5JB/HCMcStEeJTKxePmFH9XAcx+cJpWIFjyfACT6fL8IwnCxUM8FjOZZhGQywN/gS5DgObcdjACKhtKDBNcbj8fl8EY5hYqFMKlZggDEsw7AMjmHlaMPLcSzLcSzH4hguFStEAgkBBJ8vIggehmGOjyAUiAG4V3Xyy7AsiyZGaYKDIslSBplCbQDAhAKxYwsxDCMI1Mm4SCCRihU4TrAs+4F0MsMyqEvFQhmOAZ8vIkg+QIFOFgml2IsHxDH8DU4R7auGJHmONZMED+eejyyPJ5CKFXyeEHVOkbMdtYHjOAFfVLCTcV7BmgmCeJtV49jCQj4K9ilUoamoyh3DcJZlhk5qCgBtm/QaN3zhu6o5Myf5l/Xj0fnYMIfE6gDQsF5LhbyAIUSNqsG7j689e2U/ADdp5LKPG3Wy/xT3NGZh+NcsSwMH8yZFAIBQIN51dO3eY+EYYF3bDnSsp06Nxmu3zt68d4lM4jTrm/DXtSjYcXjVsbPbAIMqXkGFwh75eFRZvXkmAAj4QhzDAaBuUOPvFvYFgED/enPGbyiXV3iVJveX9ePSshIBoHfH4QBA4MSTlPtoQAuF4a7iHZiSET9kUhMAGNp3cq/2w4qpWSSQRl3cHXVhFwBELI6WS4szXNEZVGEzOgAAAPb1kPnFt/nYucjtB1YCBm7O3lW8v3X8KcCn1t7ja/ceX0uSfPTnp05Q4/mrv8QA/LwDZ30djoxq3jNmi3Hh2rGJqQ8BoE2TngCAY7hSk4s62d+7hqOwm7OXzWZBndyrwxdDQye91r2epT1atG6c3qgBgPEFF2OTjzr8vmM+uinyPgmu1fSn38IOnorAcWLOuA2Oqaiv3Tn92+bpACAWSTu2KBD7oeX/uhVaF7WrN/pt83QMMHcXn5lfr33VycobsD7yh39uHgP0N6/COjEBVxJ9+vQ5ePBgiWLvGZ1BPXJam7Ko+db984vXT3jdq45Fb9+8d6ljyf6Tm3YeWeNYsuPwqgNREcXXsy7yh+grr93bP6wc9fDJreJlJv7UJz07ybFkzOzO+ers173XOyEhOXbGksGOJbFPbs77bVTxV12OOfnrH9OKlzl+bvufe5e8bnv+3Lvk+Lntxcv8+se0yzEni5eZ99uo2Cc3HUtmLBmckBz7uu15J+Srs8fM7uxYkp6dNPGnPsVf9fDJrR9WljAQLxN95eC6yB+KlzkQFbHj8CrHkp1H1uw/ucmxZPPepceiSxiIl1m8fsKt++df96rSMHJaG51BXRY1vwcq6pv762I06Z6nQ3y+gwdSiaKQbYPeoKEZymDSUpQNuV3IZS4l7gOgY1WTxWC1mh2dNcwWo+15PZiz4oPYe0XYKCvy4WRZVqtX4hgu4IuKDMtVFqCB0BvUDEOj7np5IP4FULQN5RtgGFpvUKu1eXye4L3FHzWZDVabGc1M1MkSsZz/IYUIVWvzATiL1cSyjOOqsVhNZotBrc3DcbzIKGaOMCyDHGUp2mYwadXaPJLgFQoCaB8I+8J/nwNRvlRU5Y5hWGDVeqUUVmpylm6YqNHnA4Cfd2B6ViLLMk0bdho9cLZdJj07aeWf0wxGLUXbSII3Y+lghqG7thk4oNgjprinMWu2zWZZ2mozkzj/dtwFs9WEY4SAL7DazAD4tTtRFEWN+2JBSHAbqVhR4tmAk9ytUJCT0uDl7ocTJQylv3cQ2pZZvXXWk8S7GI5xHLd4/XgMw12dveaO//097M8oNTlLf5+k0eUxDI3j5Iylg1mWafpRx9GD5pD4K+3K7fBIgauiBLs9kUBcKEJvaZBLnUUlHcK7KjxfFW3GjqdbFZQNasu+pdfvnUVvBmsj5xIE4SR3/37Mb6WxO3xLzBbjwvCxSnU2y7HAwYylgzmOrVmt0dTRK3AM9/cu4dAeJ0gvd7/XvSmfJyzx9FgslKLOiYm9EL5tDo/Ht1E2lmMu3DhqtVlZjhEJxDRNsyx9+tJeHCcnfPGz447Nyxw4ufHkxd0kTgLA1gMreCRPKnGaPGqpn1d1u8yW/ctu3D2D44SfV1B6dgIAOMncvh+7qpQDERhQr+I6MVVU5c5xXGLyw1IK6w0almN///mMvSQ+6e72QwUClirV2S4KjxWz9sc8+OfM5f3Tx66+fvdMiVEB0rISQ4LbhA2cdfzcjjxl5oj+0xav/1arV/3y/fYDURFWm2Vw7/F7jq9PSo0LCW5jMGmRc0cxaHT5bxDRLDsvHYXLKIbUrAR06Jqc9njBlK2ebn5j53T5eWqkq5Pn6JkdbJTlPSh3g1HLsszvP59JTHkYsfvnX77fGZ90L/LgCgCgWTonv4QgghRtVWpfGYwQYbaadAb16zZMZ1CLhCUod6U251XRZuzk5D/330nJeDJt9G+1qn80c+nnYQNnBwbUm/bLZwaj9j0odxtlyVNmbvolWqnJmb182IaFp3Ly0xesGQMALMemZiUUfznL0Nl56W9wU40uv3gZk8WA7NyTUuO6tR38Wc+v/zq6VsAX9usaNnPpUIXMZcbXq7fsW+bu6tOz/ZCI3YvSshKLV+6pmQlfDZzTrGGnJRu+7dTy05D6bX8O/1qpznZU7qkZT6aOXukY8nfaL5/pDZpSDkRiykOuJDfPD5aKqtwBgONYlPPF1dkTuZAp1dl6oxYA3F280ZdXnirLaNJl5iS/bA5BUVZ0OY7jLMvm5KfbZaxWc3J6fK4yszRGFAaTLjk9XqXJ1RnUyenxZovBSpmT0+PVunyKsiWnx2v1SvRSw3GcWpufnB6P47i/T4HjLIZl0jITAMCIkqO+JizLZOeliUVSkVDi6VbgtctkNiB3SuaF9uc4Nj07yWwxss9tP4DjuLSsRLU2Xy51LqOjPzQQWbkp9i6laFtyenxWbqq9xPZiRLw9Agp94mTmJCMvULYUUZwMBg2qJ8C3RvGnYRzHpmQ8BQC9UePp5lt8tSzH5ikzk9Pj+TxBobM7q82SlZuCHuG5MMtk5aYK+EL6hdEFy7KZOckcx0nE8tfyCSo9aBIajFp7rCuWZZLT45WaHHsJw9CoczxcfQvtxeXkp5stxuy8tNInqHPEaNajmqv4BBXazEzNfMqyrFqbj4zHAUCrVyanx2v1Kh7JT06Pt1Fms8WQnB6vM2gIgkxOjzeYdCXekWOZXGVmcnq81Wp+8bxsTn46WmLoKV7+e4wGAgDsA2E06VDASJlE4ersBQB6o0apzgGAihs1DCquchcLpU0/6hAeOZdlGYXM5YdvN+kNmmUbJzMswzC0u6vvzK/XKDU5yzdNZlmWZdkOzQuET/D1qubi7BUeOddsNpitRhcnT4ZlQjuPBIDAgHo4SYZHzmUYZmCvb4pvRqN6Lc9fPxweOddg1ACGpWUlWKwmHCPCI+fqDWoMwxJTYmmGmjZ6JQC0/l+PX/+c9ighxmqzDOv7naN1/N/ntkdd2CMSSgQCcf3aH79ub7T7uM/xc5E4TmAYPmnkYkfVs37HvPTsJJLgBQbUQ28rHVr0++vIGgzDGtRuLpc4AUDHlv227FuGYRiO4z9N3vzO4wMrNTnLN33HsgzLPR8ILw9/L3f/8Mi5LMd0azMIAPy9g+QSl/DIuTbKGlyz6ehB/79j9vTZ/Y1/LQAMYxh6cEnO6yHBbS9cPxYeOddkNvbt+iXK44H4c98SABjVf7q95OyVQwdPRYiFUgInBvYsYazbNu218/DqS7dOAMd9NXhuDYdEtZEHVzyIv8HnCVydvNC+R/vmoUfPbsFxwtM9wMvDHwA6NA/df3IjhuEEjk8bU9ptgdJjtZmX/P4ty7Icx3Vs2R8A5BKnBrWbh0fOZTmuQ4t+AODq5BkYUC88ci7N0H6e1aaMXmG/PDMnedXmGciysGf7oa979/q1P46+eig8cq7FauzSemDvjl/Yf7p5/3zkwRUCvohiqMkjlwJAy5BuyzZNfvLsvt6o5Tj2ceJtmqZV2rzwyLkGkwY47P7jqyTJ+/yTCcXftHXT3ruPhV+4cUwhdw0MqAcAbZv1PnRq8+lL+1TqHJFQIhJJ3V19fb0KeOR2aB66/+QmHMdxHP9+zCpXJ8/VW2bnqTIIgiRwYva49TKp08o/pmn1Khwnmn7UQSx8T8dR754Sj1w/TGsZOypN3uiZHTmOy1NljZ3TleO4rNzU8fN6cRyXlpU4aUFo8ZcfOxs5Ymqrt29Gaaxl7Gzdv/zIma2OJRv/WnDq4p63b8asZcPik+45lkz5uX9yenwpLx8xtZXBqH37ZhQiPStp0k8lDISdu3FXFqwZ41hy7c6ZZRsnv+5Nj5zZsu3ACseS+b99Of+3Lx1Lth1YceTMltetednGydfunHEsWbBmzN24K6W8fNJPoelZSSXLvSYGo7b0Mzk5PX7Kz/0dS+KT7s1aNuztm3Hq4p6Nfy1wLDlyZuvW/cuLFH5X1jIvM2Jqq2NnI4uXmbQgNC0rkeO48fN6ZeWmchw3dk7XPFUWx3GjZ3ZUafLevhnlS0V9c3eEZZl7j67qDGqKtt17dFWtzbNvOHyYcByXmZNy79FV+8ejWptX1a/W29fMsPTT5FizxUgSJAqnRVElbBN/gJgshnuPrgIAQRAMwySnxzNvNKD56mxUD/I8NJh0wMG9R1ftjoj56mwneQkmGS/DsExyerxQIEbNQw1+g+aVLxRle9HJJMPQGdnPSjwQKiVqbT6qGU3vzJwU+27MhwnDso8T7+Tkp1O0LS7htkLq/Gbz7UOjwit3udSpTbNeR89upRgbgRNHz27lWDa06ygAwDHcw8Wn+MtJkhQXzNLwZgh4QrGowIGkkC96Vayuzq0H/L7zx6Nnt/J5QhRsjyR4TT/q8PbN+KTjF2cu77/z8IKrs5dSnQ0A9Wt/7OXuX8rLfbyqQRlE0sBw3N21hIGwU6NqfV+PqkfPbgUAFFeEYel+XUe/7k1b/a/HvbirqB4cJ1iW4ZM8DrCjZ7fiBMEyDABwgLX6X4/XrblHu88PnNz0NPm+XOaq0ysBwNezavHO9I64u/pgZRKOCvMpdYA5L3f/+rWboc5BU4VlmU8c9lLemKYfdYh5cAHVjKY3Tdu++nxekcIioaSQF7FYJBG8vrXYy4jFMpIsQbl5uPgg+7F+XUdevHkMw3ASJ85e3scj+W2b9X6DCEUfGhVeuRME+UXfKQCQr86e++uIOeM32H9iOTZXlVn85TRNm0xvcoZZCCtlMZkLRLyz2MxWm6VIYR+PgB8n/fn2N32ZFiHdWoQUHfq8NGRmP4MyiKTBsWyesoSBsCMWScd98Q78jZ0V7nMmbChZ7vWpX6tZ/VrN3vjyPGUm90YnliXBZeY8K6WogC8MGzirDNoACpnrjK/XlFLYbDGy/ALvyCazUSIuetW8FiaTnqZL+BDJfXE+36ll/04t+wPA13O7TRi+qJCPd8Wlwit3R2jadvHmcQCoVb2hh6svABjMuojdPwNAu+ahQf4F7OIfxF/X6PKT0uJslA3J9Gw31Nsz4I3v/ighBtUDGA4cm5T2KLjmm6uA98n9+Gs37p4FgEL5/N4hRtOLgWj2SVCpX3L/TSQkP0AJtY3v4mWiSCiGRp3ctGHHBrVe+1j+/cOybMyD8ypNDloyAPD0WWzpP/JeJisn5fj57QBgo6xJaXEXbx53krsV+kuckPrw/NVDAGA3yMlVZsQn3QUAmi6r+V8u/HuUu7PCvWf7YXfjLlttluPROxZP34kBzjHs3bjLNpvl0s0TW5Zfsgs/S3u07cByf58aaq2Sz+ffjbsMAM0adn5j5c4j+PnqbKNZBwA4RrIcbTIbGtdr/U4eraxJTnuMeoDHE5SFywaGYSzHolvUqvbRf1O5Z+WmoB5gObaMOplPPp/JHq6+FUK583n8rLxUrV6F4yTL0gBgtph4xJu7K+drclAPCARCtS7/btzllMyn44b+5BiUZuGaMXxSwOcLOI7DAAeAXyOmubl4Cviinu2HFpmkvoLy71HuBE6EdhkJLzIxAQAHrEzqtHLOwSsxUeHbf3AUtlFWoUA8Yfiih09u7jvx+7yJEW95d4qxtW7Sc0T/afYS5MT0ltW+Hz7pNOKTTiMAYOS01lwZuGxwHCeTOK2ce/Cd11yBaN20V+umvQBg8oK+ZdTJHMeu/fHvd15z2UEzdK8OX6BsfIgt+5ZRzJuHY6xfqynqgR9XhX3adXS9mk3m/jrcVtCmgKKprwbNbRHSdfLCvihis9GsnxS65A2cBz9w/j3K3RErZT4WHanVK40m/bHoyOS0eJZljkVHAoCQL7LYzHnKTOqlT7DLMSdRmAseT4CMTNo27S17/XOVE//8xTB0fNJdhqWORUdigPXs8NqGw2VHRvazO3GXAEAkkKCkCgG+Nd9mE/m1iHnwD0pwIRSIULKIZg07lZFTTzmSp8q6fvcMODymt7t/SP227+fuD+Kvp2Q8AYchblS3VSFz7/LlePR2DriElFiSII9FRxIE2b3t4NetRG/Q/HPjKDgsWGeFe8uCZ04UTV2OOfk0+QFa+ADAsfTthxdV2lyjSf/P9SMKmWtFeQl7XSpsNMtX4+nmN7jXBKUmR6tXYhim1OTIZPLeHb9QanKUmhytXqXU5GA4/jzEK4bxeAIAeBB//dCpP57L6JRKTU5cQszGXaU92SNwnCAIADhxfueVmCilJsdsNVosZqUm5/q9s4dOlcnx6ZuxdOPE9KwkpSZHa1Ch512zdRZy2RcKRFAmOwYg4AsAIC0zYeuB5S86WaXU5CSmPly9ecY7v2O5s2rzjMTUOPtjKjU5Ww8sR07IAr6gTKKVYBjKUaMzqFdvmf28kw0qpSYnPTtxycbXC+Fbphw69ef1e2eVmhyb1WS2GpWanCsxUSfO7wQAnCCIUpsSbdy1MC7hln3BKjU5h0798SD+OgDweALAcAD4esh8HCfsC1+pyendcbhUIldqcjAM1+iUSk3O4N7jCvl1/zv4F765YxjWvnkfAEjPTnqaHDu839TipDkO/c1nWcZJ7uYoXJrYMnYYlkUmzxRN1az20bC+kx1jy1AfUuB/hmH6dv3ScTZfuvk3crO2WM1QJjsGYLVZAYDlWAFf5NjJ9tgy/zq4bm0G1ar+kf3/sfE3kG2G1WYtk2glHIfSCXEcC8A6dnJOfnps/JgyuOUbQtG24JpNHWPLRB5cib6kWYZhXsOUiGvbtHezhv+fROHn8K+RjwtFWdEJbYBvzRGfTivy4rtxl/t0HukYiOZfxr9QudvBMMxms6IQ0q2b9gjwqclx3Lmrh9C2QLtmn/h6VcMwyMxNmb18mMliQNlYOI49cX6XWpeXnZeSlZO64/AqAK5HuyFFnrSwLLs/KsJmMyemxGXkPnuafF+tzXdRuO84vOpp8oO6QSEAgOE4/iHF+ydJXqG0kDRDL1o3niRIhmXK4s0dAPQG1ezlw6w2C0qOagcDIAleWdyxfCFJXqF+tFDmNVtnC/jCN4hrViowjGbo2cuH0QxNF4wihwFGkh9QJ+M4wXIcAJAEcf/xNbPF+CjpjkaTd/3umXx1rq9nVY0un88Xftp1dJH5ldTavL/P7wDAMnNTLt78OyHlobPcvXu7QRiGW6zmLfuXiYXSfHUWmsgZ2c/OXTuMYZi3u3/75qEYhqVkPEEvbTabpeJGfCwNH5DSeef4elYb0f97iUhGUdaVf3wPAImpDw+e/lMikpnMhjVbZwEAxwEGmEQkE/BE6O31duzF89cOS0QyPk+I4bhEJMtXZf+x55cib3H60r4Hj69KRDKNPt9qMUtEMhtlUWpyJSJZwzotBvQYAwAcy35QHrM0TRVKC8lyrFgolYhkLEuXxZs7AHCASUQykVBS6CyRK0v7y3KEpqlC/cixnEgokYhkZRVjkOM4jpWIZGKhtFB4NQ64D8rIj2UZjmUAoH/3MQ3rtJCIZCp1jo2ySkQyq9Wk0edLRLIHj6+dvrSvyMv/2PNLvipbIpLhGC7gCyUi2flrh2/HXgQAjmMFPJFEJMMwHE20NdtmWSxGiUh28PSfKCnVys3TbTaLRCQb0X+6b6ndvioi/+Y3dwBo0qBdkwbtktPj4xJiUIlULA/tMio+6W5q5hNU4u3hP2vcunuPrqATVwBwdfYM7TLq+t0zNsoa2mXU5ZiTN++de9Ut/H1qhHYZ9TQllsR5s8atQyF/Q7uMKutHe4fwSf6kUYsVMteR08rKdlMudZ41bl1KxpO12+aU0S0+cEQCcdjAWQG+NScv6Fuy9BvBI/mzxq3T6pVTFw0oo1u8WzAMRyvl+t1oFPL3+18Gubv5hHYZla/OftVVJMH7X4N2LUO6JaY+bPpRh2YNOyErdQAQCSW9Ogz7qE6LH1c9t8DhkfzWTXvWqt7w+r2zz0sIXvvmoe8k2scHzr9cuSNIkscw9Prt8/RGjc6gXr99ns6oQbEPMRwXC2UAwOcJtDrV+u3zlJqcfHU2+gcKPELgxKuCY4iE4qSUuPXb56WkP7baLOu3z0vPTqIZ2/rt81DlHMumZiRwwOWrspATPABQjI1lWAFfyCP5aDuex+MPDZ0sLClfxDtBJJTsPLJayBcp5G5aXT4A8HlCHCMAwEnuVhbhBwDDpBInACAJHk3TqHNkMme9Xq3Tq7R6JSqRSpwMRg1NUyRJomZIRHKjWceyTK+OwwN8axR/k/dGSsbTY2e34TiOmgcAABxNUyTJl0qdDAYNAGj0qkOnIuRSF5nMSa/XAABNU2gDSiZxKpu9L0whdwMAHCP4PCHqUjTEFpv5vWXKtVhN2w+tpKjns5qibFabBSdwZL2OlkBK5lMAUKqz0QIBAI0ux2DUrN8+T63LNVl067fPS8tMrOkQd9MRgUCEQgoLeMLTl/bdjr2YnZd24p+/btyL1upUKOGUWCRDMR4EfNHh05tlEiedQX3g5CaZxIlh6A9qk6rs+E8odz+v6iMHTM9XZeUqM9KyEmsHNgKAhnVbAgDHsiaLHgDqBIUM7D1Op1elpMfrjWokg+K9MCxjeREwuhBtmvYicMJGWZMznrAsVzuwUe3ARvYpi1J7oRDztQMbYRiOdn72n9goEkl7tPscwwn0fXrp1omLN493bvU+Xrimjl4R9zQGAAR8odW9CgB0bPkpsvjU6PLLIvwAcJzBqAEAX69qXw6cgUIRIPO17Ly0zNwU1NtIF9yOvXTzwbmR/acDAEnyaJpKSn206+jq6WNL69Re1uw6usbN2bu6fx3UPADYvG/pR3VaBNdqhh4BAB4n3fH3qenlXsVupde6aU9kjKg3aspm74tDf6plUqeJIxdnZCeBwxCXGD73XXHx5vGs3NRW/+sOAGh6nzi/02AxDOj2FQCgJWAwajkMagc2sue+q1MjBC2ZB/E3JWJF7cBGDWp/3PJ/3Yu8hdVqRoG9Rg6YfuNeNAAkp8f7eVYL8KvVtGHHOkEhAGAy61GF44YtQG5NcYkxAb41PVx9WzXp8S8+RHXkP6HcAQDZcSekxN59dKV9wdjudkKC2wBAzIN/cpQZr5J5GTQFb8Ve4FiuyKvyVFkYhjn+FHVhj7PCzbEkISW21I/ytni6VSkxoV3ZEVyzqeN/45PuPXx607ErNDrVw4QCJWKRDEWV+EAgCDK4VtNmDTvaSyIPraxepa5jm89eOdA4uI2jtcz7pGa1Bq967X0PeLlXceyKG/eicW2+YwlKy17kYjlxfpebi3cpV59ELEeSN+5F16/9cZFuBM4KdyRz6tLekPptgwKCX/dxKi7/FeWOEPBFNE0t3jCBZZlOLfs3/agDjuOpWQmjZ3ZgObZHh6GfdgkTi2UqTd7iDRNslAXHCZLg6QzqoID6AJCVl6LTqmoFNbJXqDOoN/71E83QqelPdAb16JkdAGDVvCNioVSjyw+PnEsQpFKV3a2gg4ari5dzwYSTcpnL2csHYmIvCHjCsEGzUWKp98a+k79H/bMbAHCcKIttGRzDdEYN6pzBvcZ3aNnParPsOPRbrirDbDHKC+ZBVshdChkmScXyPFXm4g0TGIbu332MY8q090l80t19J34nCFKtzZMWzLDsrHBXyF0cS+Qy151HVomEEncXn6GhkwV8YfTlA38dWwsALMfhZbMtg+ME6uSubQf27/ZebR/1Rk3Erp+tlEWjy29UMOqGq7NXoQS/LgqPkxf+SkqLYxh63LAFTnI3k8Uw8cdPAMBsMepN6sUbJpAE76vBcx3T4cYn3JErXLzdA+Qyl+Pntl+8eZxhKIZl+DyhSpuHYrvuPxVx8ux2wHGWY5GlzY170Wcu78Nxgqapd56F5gPnv6Xcq3gHjvn8B61elZGddOjUH00/6sCyrFY2QqcAACAASURBVEysaB7S9XHinWPR2z7tElYnsPHIAd8bzfpzVw89Soj5ZtgCAAiu2QQAjpzeGvvkxpr5x+wVXr19mmHZzq0G3Lx/Pj0rsX7tZgDAJ4UAEH31kEQkb920JwZY4+AC033a6F8LNaxf1zD0ThH1z65b98+X/rvhnVC/5sfISP/Y2ciy2JZhOY5HkO1b9AWAoKrBAJCelRj75PqQ0MkAULNqgXfMDs1DC6XNqlezyYhPp5ksxkeJt49Gbysv5X40OjLAr1adwMZioQR9+9tZMauwXcfXn897knwfAHYcWpmelRgYUC+oanCnVv0B4NyVg2zZbMtQlLVnx2EAUL/m+w4sc+v+ebPF2LXtIABoUDCV2MvhJzu27OescOeAu3jjePTVQ/26hvFJIeqcB49v+HlXb9Kg3ZnL+6/ePt21zWf2q9Zunxtcs+mYz38Y0ufb2Cc3AWBd5Nw6QSHtm4dKRDK0s3f8zLaqfrVqBTa6evsUypRw6NSfHzfq5OtVXSFzqeIdWMbd8GHx31LuAIB0qFQsv3n/uQGMs8J9YM9vDkZFpGY+RSVoojxKuJWQEov2aorB1ckzJLhNdl6akC8qlKrN071KiZcjeCQfSaLojO+ZWtU/QhsIJ8//VUa3EAmlhTpHwBeVsnMAAClTq81c+tDB7xwCJ6pXqVPKNsukTkhy39/Pww77+9b0960JANduny6rFhJkickCyw5nhXvpBxS97jx5dh/9lySft9xsNrq7+oQEt7nz8NKrrrXPHB5P4OXu53hTDMfr12rWt2vY44TbqIQgiFrVG5bXC0H58p9T7gipWGGjrDOXDTFbjTabdeayIQajBjhu5rIhAODi5KHS5OoMKpqhUIlC6qI1qFSaXJ1ePWxKcwBAhi4Mw3Rq/ikACPki9Kmeq8z49c/vMQCtXgkA9x9fpWlqStgKx7BEz9Ifh0fO5ZF8e7wLmqZolhbyRTqDJi4h5tSlvWKhdPwXC183Rt3ZyweiLu0hcMLTzS8nPx0AvN39Rw+aU0pjCX+/mmVhyIHjmI+HPwCYLcZNuxZm5aVabRaLxThz2RCWZbq0HtixRamsA0mS7yR77cRJ7wonmStZ6oCFZ68cjLq4m8AJjV4Vvv0HAV9oHwhvD38cLxOTpAC/mqWUtQ8EAKCpwrJMl1afdXRIOVsa1Nq8tdvmmCwGg1HLcuzMZUMsVjNJkMgcBU1viraNG7agml9t+1XZeWnLI6bwSJ5WpwQMbt4/x3Hw3ZdLPVx9pRK5kC8CABwjth5Ytv3wSrtFGUPTtx9enLlsCFqMAEDTtqt3Tj98GoMWLABgHERfPXTj/jmdXrVpzyKRQMyyDHJO/A/yH1Xuvl7VJo5YbLIYklLjoq8c/PKzmQCAYwTLMfDiTB8AcAxnn/8DYznuduzF2Cc3OrQItQs/iL9JsxQAWGxmFB762p0zfh7VurUbdO7aYRtl69p6wNnLBy7ePD6gx1j73S/eOFavRpPWTXpggCF/olV/Tvf29P+s57gDJzcF+NYMqd92398bYp/caN2k52s915nLB7q1GeTvE2Q3u1y7dU6uMiPAt1TLPjX9SVkYcrAsl5mbCgC5yoxnaY/HfbEgPTvpyOktX342MyXj6dnL+0up3GnaptEr33nzSolGr6RLHbDw7OX9XVsPDPCtsS7yh086Dvfzrh6+bS4aiKzcVJYtE5OklPQnpZTNVWYkpT4aP3whvDBPTM1MOH1x3+sq99gnN3gk78vPZsY8+Ccl40m/bqN3H1uXnZcy8fMlAICm98Wbf1+8ccxRuV+8ebxGQHDHlv1OXdzL4/Hbf9zn5Pld1+6c+aTTcINRJxJKAYBmqOaNu9av1cS+KqOvHAyu1axxvdZoMYLD8nRYsM+FI3Yt7NCiX3X/umKh1DFf/H+K/6hyBwA05FarWSSUlPIMPSP7Wa4yo12zPvYSq9WalpVQSEwhdw0KCL7/+JrVZgkKCEa+cwXB3Jy9HG/K4wmkYqeggGCZxMnD1TcoIFhS8MiulOA47udV3bHmD82klyR5QQHBGGACvjAoIJhhmCJdzCs69oEQ8IVVvAMDA+p9mANh/y/Lsm82EBKxPCggOC0zQaXJDQoIlkkUSrXAseZHCbdRsFVHnBXuQQHBN++fR9NA8VImWxzHa1Zt4LjWYuNverr6lXKpioRSX89q/ynbmJf57yp3hJPCzWDUjfuhO8uyfbuFdWk1QKnJ+TViqkaXz7DM559826Zpr1xlxopNUw0mDUXberUvELzX16vq0bNbx/3Q3WQxmC3GqAu7OI7r2200AIiEkj3H1x05vZkD7ou+UwEgIeXBso2TSYLHsuzYIQWySvp5B12JOXn19ikcxxvUaY5KIg+u3HV0rUziNCVsRfHpaY5Hbz92LhLHcIlYoZA5O/7k7xP0y/rxBE74eQdOHLFYLJJuP7TySkwUhmEBfrUnjvhFwBf+uXfxrfvnMQzz9vQnyTdPlfAqMAxX6/IHfxsCwPl4BQIAjuOZOSmDvw0BgGr+dUqqAMJmtDeadBxw7yTT7JvBcezqzTPXbJklEcsjFr/SY9kuPP+3kQAYnydESpPjuBlLBgFgAoEIK4NYQyTJ9/bwH/dDd+C4kAbtRg2YYbVZVm2ZmZL+mOO4Fo27Du072WQ2rNoyIz0rkWWZQmfCCpkzRdvQQujdYViPYoNU5ykzV0RM1RvVFG3r3m4IAPD5wku3/r5w4xiwXNPGnRyF/X2C/j634/rdMzRDTftqZVBAfYlIvvXA8oNRERxwwz+dBgB8gXDn4d/+OrKaw0AkEP99bjuG4R83KliPd9COw6v2HF8nFTtNGb3cw9X3wo1jO4+sJnDCWe4+OWyZq5PnqUt7D57chOOEWCRzUhQwSPsP8l9X7r6e1WaPX0dRtkcJMRduHuvSakBy2mORUDJp5JK7cZdv3Itu07TX0+QHrs4eU0evAAAXZ0/Hy4NrNv1x0h8sy/7+18I8VcY3n8+/FHPSajUDgNlibPW/Xp1b9D177TDyY7xx71zrJj27th6I4XihPI3fDl+U2HYwABw6u9lmswDAJ52GtwrpBgCb9y5OSCkh99j1e2eHhX5Xo2p9Pl+gKLgrPebzeTq9CgAWrB2j1uWJRdKrt09PGP6zm7P37F+/MJi0Ar7wSkzUrG/WyiTOIpFEwH8H6YkLwXGsTKyYOWZ1dl7a4ehtAMCyrJuz11eD5qRmJpy7XnISjznj11st5gdPbqS8OPR+/3Ac17/7mPo1mwqEJVvUcRw3qv9Mf5+gjbsWIrMNluPGDp7v5V5lbeRcjit94MPSIuALZ41bZzYb9Ub1onXjRw2YYTBpE1MeLPxuW746e23knKF9J6t1eVm5KfMn/gEAclkB201Ptyqzx4XbbNanyQ9OXthVvHJPSIl1VrhNCVsOL1aEzWZpUKdFaMcRABBYMNPWR3VaLJiylWPZqIu7b9w7FxRQ32jWtWv2SYeP+5y+ctBsMQKA1WLu3OqzViHd1u2c7+7iO2bwHBzHXQuukZ4dhzVv3AUANu9d+jT5gYer74170Z92DWtYt9XvO39KTnvs6uR5/e6Zwb0n1AkK4fH4TvJK5f6fB02CzNxk+/sUj+S7u/rIZc72oHF8nvBV6hVNQYFAKOCJagU1ik++r9WrXvzkUSuo0b34a3ZhiVheZD0kSSLzefm1Q6iEwAkkicLNFw+G4U5ytyJrFvCftxzHiRfCmIuTp7urjz1WJYZhrs5eirI8qyRJXq2gRkKRxB6tm88X1ApqBDiO3yx5Elb1qw0ASl1uWnZi2TWyeHCc8PGq6ujlULywv1/NWtU/4vOfDx+B41X9awf41iy7/RmpWCEVK/j8/8+ViGG4u6sPy7H2OKD4i3n1MmgC5KmySvNhwecJCtUjlzi9qnPQq4xELEeqHABcnT1rBTW6/ejyi3Zi7q4+tYIaCXgigaDotWZfEfYuxTBMLnNxd/Xh8Z5/buIYrpC7vk0W1n8Tlcr9OR6uvnmqrKGTm3EcKxRIh05uxnEcOgXl8wSuBV/YX0YilFhlCgAICghesvHbqAu7GJbBcfx4dCTHcSgfvEws55fkRuGkcC8k4+rsxStpq8TbowpKFVIMAb410P5Ajar1p/zcDwATCsTfzu+NYVhV31pl6t+B4Zi/bxAAyKUuGIajThaLnncySjxfGngk39WphIEoO1ydPEscCDuB/sE/rR6NYZhQKP5h5UgMw3w8q8mlLgDg71sDKwtrmRcI+CIPN7+hk5sBxwmF4qGTmwFwTRp0AAAcx0sM0UMQhLdHCQ7MPJJf6LWazxeWuA0iFkpJnACA2oGNFq+fcOTMFo7jWI49cHITSfC+H7MKAOQyhaQkyy5XZ08UQKa6f73VW2Zh2GyBQHTv8VUcw91cvD1cfYu//L9DpXJ/jrdHwLKZe1iWvfPw4rmrh78LWw4AaA7ZKKtSnVP85UaLUafXAkDdGiGbFkVzHHf4zBYbZR3QfQyGYagevUknKin2r0ab51UwKYxSnV1iro+s3DTkhVQMKRlP0f7AhOGLUIUTf+q9fPY+F4UHSZAEUYYzgWO51IwEAHBWuC2aFskwTFLqo637l/w4eQsA8Hml1ZgUbVNqShiIskOpySl90pUR/ad+3udbAJi3csTwL6dX969DEAQKHJaa8ZQrC2uZFwgF4p8m/UkztEqbO/+3L/9YchIA0J8llmVTMkrY12IYJis3rXgZirb9H3vnGRDF1T38MzPbd+koKCpiAXvD3nssscaGxqhJ1OSxRBM1ahJjNEVDYo/GEjX2CnYRRREVLIAooPS6wC5srzO7M3PfD6P7rIBgT97nz+8TnDlzuXPvncvMmVPUz2ZttNlInV5V9VncdykAaB3UZU/oDYTQ8YvbBXzhqIHTHfeIwagXCqvZ3NVaJVcWdfSgGcP6TgaAdTsX9es+qn3LXjiOv/g/4P95ajb3/8ItCz5PABg8tYoiLhzfTtt0BhUAuMo8yzkVUDYSIZZlGJalOR3OzsMjeDYbiRDrHNBPkhadQYXjOPcQ5wAhRNmsAMA83f1ZljWYNABQsdZrJSCw2UmSshA4Uc6MQ9O0yaIDAEeObwSIuzoEIOAL34aRvSIsy3KDI5O4CwUibkN/0g1UvW+9zU6xLGN/ttLxOwYhsNspkrLgOCGozlaGkGMJYQK+QCgQ0fST5cG+BYN7OQiCRxA8AV/oWMmODP7OE8HjPXP72+0UwzI2+wsVFLXT9nJ3BMMyXCkooUBcrgiGwaRhWZakzA4JQixCCBDiETxuBT4ZHJZhWYakLBiGl1uZld0RT1Yy4MDnCd7NSv7/iJrNvTz16jQuVRfNXDYAIfaDobPHDP5YwBMmpNy4t3wgAHRpP/CrT35zKGfkPvx1xwKKstKMnWXpWcsHAsCuNdGuMvfWQV1Wb559KeYoi9ivZ29s06yrUCQ+euaP8Mi/cMCmj188pM9kRzvRt0/vOvYLjuEuUrdRA6cDwOPsRC4nNQ8nqnUDb9Ws0287v8IwzNe73pLPNjnXm/7q57ElpQUAIBSKuZtw897l8SnXMcAa+7eUil3e3Mg9FwzHtIYybnA+GDJz4vtzvDx8MJw3c9kAhNCA7mNmjP/aofzwcdyNu+fnTPtv9drC4qxfdyzQGdQIsdOeUzLtHdA6qNPOIz/vOvqLh6v34lnr69dt4jj0x9/f9uo8nHNz4vj7ZGhUbDiGYfXqNOZseicjtp+M2AkAIqHkrZplHEjFLnVq+c9cNgAABbfus2DGWhzHHRNRp3aDjSvOOJTLNCW//jlfoZIjQKMGTa+6ZQFfmPToBtfO91/satm0YxP/Vscv/Dlz2QDEsp9MXOacPyPi+qE9J0K5Ii0TR84BgIdpt3/d/gWG4RiGfTdvOwAYTDquNQzwotLcmcsGCAXiJbM3OKc/W797CVdzHCeIvl1GAMCpy3tPXtyOYbi3Z516/8dSC7wQqDpGjRoVHh5erdr/HrfvX/5t55cIoZvxF9f/tQQh9OfBH+Z+P9xZJ+L60Z1HfkIInbt6YM/xXytt5+i5rcfOb0MIHTy9MezSLoTQ12tC1myb56yz4/DqyBvHKj193a5FsQmXXrDPy0Onpuc8cJZM/qJzXGIkQuiLVaPkihyE0JwVwxRlhS/Y4BtBXpKzYNXoSg+lZSd989tUZ0lYxF8zlvR2lty+fyV0x8K32L+XJHTHwtv3rzhLZizpHRbxl7Pkm9+mpmUnVXr6glWj5SU5b7F/FVCUFc5ZMQwhJFfkfLFqFEIoLjFy8hednXXScx4sD51a+fkViE24tG7XokoPRd44tuPwamfJmm3zvl4TghAKu7SLq3l57Py2o+e2Vnr6nuO/nrt6ACG088hPEdePOh+a+/3wPw/+gBBa/9eSm/EXEUK/7fzy9v3LL9jn/4PUPLlXhc1OKlVyvVFD2qxKldxKmhmG5sL6uaA4o0lXMdNWmbr4aeAchhAyW40AoFTJLVYjdzpN2yibVamScwoAwL3Pvj4IIY2uVKmS4zjOWdgRIJ1RrVTJaYZWaxWcl/0b+Vuvht6o5pLjc+GFGn2pnbY9GVLAEbAmsx4h1nmQuWf2f7DP5eC6pFTJHYGRLGJMZr1SJccBZ4EFADtt0+hLlSq5I4pSJBS/VX+kqmERq1TJ1VoFtwJ1RjUA4gaZWyoaXembGmSSsj6dPgwhRNlImrYrVXKTWc8tey6W23n94xhewcUFGUxa50GmWcZKmpUqOWmz6o0apUpu+0fNdP9+ngxuFYwePXr69OmjR7/TPIX/BlRaxfpdi/UmDUWROIHzeQKbnRIIhNxm7iJzM5r0DEN/NuX7ts27R8WGaw2qcUNm3k+9uePIagLnAQBO8FiGtpJmACQWySjKwiIkFkkZxk4zjFAgEgulVsoMAAK+cPGs9XVq+1fsxt8nQ1sEdurUuu+L9PlM1N6I6KM4jtfzCZArcwGAhxMUbeMqihA4QRA8f7+m86b9/G6qPnEUK/MPn9301ae/q7WKX3csNFsMAMD10E7bMAAucsq3dgNFaQFN0wKhkGUYAKjtVbdUXcywTMiIeb07v1wmhrdHzN3zh89uJnCitledUnUJAOAEYaNIHo/PXQIA0LQNAcbn8f18AoqUuQAglbgumbXey8P3911fhYyYX9enkrl+S5CUZfPfy/OLMhmGYVhawBfSLC3kCbkPPFwPEcu+13fiyAHTX6TBe8nRjzLuVWoiKynND92xkNt2ueVN2UkC5/EIntVqBgIXC8QWqwnDMbFQShA8hqEBgGHpWZO+a9+y54mInZ6u3v27j3nwOPbPgz8QBI+70QAAwxBlswn4QrvdxiJWKBC5ybwWfvpruZCRGhzUPLk/F28P358W7wcArobqgo/XVqFMUhauvlphSXb3DkOmjlnoOHTs/DYMw8YP++zQmU1ikXTM4E9eqhsaXSltf1EnjZEDpj/v/lywevTiWev/kYrACLHykhwAMFkMLMts+eG/lTfScx7sD//9x6/2vftevTK9Ow+v9j/Nt79/NHXMV87FOhb/MsFkMXh5+MpLct7xi4hIKFk8awMAFClzQ3cs3PDdqddskLbbuERdFalT23/dt2GVHgqP/MtKmiePnH/8wp8IoQnDP3cc2h++vrAku33LniaTTiyUAEDb5t23/Xip0nY27P66U9t+PYKHvOZV/M9Ts7m/EBarMTP3IQA0rN+Mc6rJladxe24j/5ZcRcciZd7VW2HZecneXk++Z2blpyCW5W6DzNyHGl2ZSGDMzH2I40Rj/5YAwLJsdn4KPH01BgAeX8ClWLLTtrzCNAAwWfSK0vzM3IeO6n0iocT5a96z/TRx9dWkElcueY7ZYihW5gEAzdBvcYCqg7KRV2+FqXVK+kWcf/4XoWn73aSo7LwUyvZC7ihvqxsMza3kuj4NufxFxco87l3Kz7eRRCyr9KzC4izOcsgtwpLSApNZ/7w7wrGYG/u34r7hZ+ensiyj1iooO5mZ+1CjVSIAbkk/Tf/CZuclX70VVqTI5ewzDMvk5KdCZXcEZ+esoVpqNvfqadm0Y/TtM3tPhlqspm4dBk0Y/p8Hj2P/DlsnForNVuOAbmNGDJwmEoofZ8Wn59xnGHrUgI8A4FZCxLFz22RSV51BhQAKS7J0Rg0glCtPs1hNk0bM7dJuQMT1Q5duHJdJXJXqIj7B93SvTdksU8csatu828mLO+4+iBKLZHqjRq1VxqfEuLl4640qALDbbbMnr+D+PZRj55HVckWugC+kGfuCj3+tU6vBHwe+V2mK+TxB88bt/6kXWBzHSJt5b9hvCLG+3s+YIwiC8P5fjCes5VWXwJ8JK+MRgjNRf2MYThC8t5Ly9wXw9vBt0bj93pOhdtrm7Vl3yaz1JWUFG/cs5fH4Njvl5xuwYEYlr6fZ+anbD6/idnBuEZoseoZh9p4MtZCmLm0HThox58HjuP1hvwuFYo2ulGZttT3rmS2Gwb0mDOs35U5S1JGzWyRimd6gRgDFijzHHWE06ye+/58ewUOEPGF8Ssz9x7EsS3fpMBAALlw9EBUXLhW7WCnrtLFftm3ePfzSrrj7lyUimVTs0rJpx3c9dv8fUrO5V4+7q/c3c7YCwPU7Z5PT7wCASqsIbNj6synfX4o5xmWFJCnrwB7jpo9bfObK31z6AaVK3rXDoJARcyuaZfaF/V6qLgIApapoSO+JQ/tO/vLHsQ3rBc2f/su2A99rdEoAKNMUj3nv016dhq//a3HX9oO4rBocv2yb68hwUI5SdcnMSd8GBrRZ+utki9UEAKUq+bxpP71gyt+3BMsiN5nX+u/C84sytuz71vkQwzCqf67+xtujTF3MlAtYw9CPX+3z9wtcuHrMW0n5+wIIBWKuslh+Ucbmv78BAIvVhOH4T4v2Z+Q+/Pvkb5WepTdqPNxqLft8i0MSlxh5+/7lhZ+E3rh3nis/rdEpG/u3/PzDHzbtXZYnT/9p0f6L0YcUZYUAUKouat+y50djv6poljl8dgv36ZWi7RPfnzNy4LS9J0K51ExKddHQPpPf6z3hz4M/qLQKAChVF48e9HGfLiPe+jD9r1Czub8cWoMqPjk6ryhdrVXEJ0cXFGeiCt4ypeqi+OToImWu3W6LT44uKc0vl1EaISQvyY5Pji5TF9nsVHxyNElZNDplfHK0Wq/Mk6fFJ0dzMR3OWElzauY9ADCYNZl5ySxieDiPZmkAIHA+w9oBwGI1pGUnGkwaK2l6nJWg1Ze+YEzKKyBX5CjKCgCATwjsjA0AeISAy3juKLDA4/Fp2q7WKknKGp8cXaYuNpp0R85tAQAeT0jTlFpb+qZ8Hh48jrPTFDyThf9Jdm8A7Fmnpie/OhQcp/B5wrZO7uqvjM1OXbl14v6jG9xlAoDJpEvNjC/TFFOUNSXjbklZPjc44DxcjgF8OqS+tRrU8230+v2ppIc2Kj45WlFWaCFN8cnRxco8s9UYnxwNAI7vnNwCy85/ZDBpuUMtm3YqV/hFx90R8nS1ThmfHK3RKUnKEp8cXVCSpder4pOjC0uyK4ZTlJTmxydHl5QW8Pn8+OToUlWR27OJzFjEFhRnxCdHq7UKvkBQ6R1RQ9XUbO4vQXDr3kmPb0XFhmt0SpuNiooNp2n7tLFfAYCALxSLJADQp8uIx1kJUbHhSpUcEIqKDaft9kE9xwGASCDhguiG9Jm08+jPUbHhClVhqVahM6rr+jZkaTYqNlylURpNulJNibuLd4eWvQBAJnUjCD4A7A/7vaAk20XmbjabHqbfzitKT8u+7+3h6+1Zx8PFS2tUA4CdtsenXJdm36dp+t7DaIlY1rFV37qVOeG8JjY79ev2BX6+AQBQy7NOmaaEtFkzspO4QB5vzzoqTYnZaszJf9S6WReKtAAGUbHheqNGb9JExYYDgIvE3WjRMQxdLt3Cq3H7/uWwyL+4zDMCvtBmp/KLMlmG5vIJEwTBMExuYRoABNRvRuAE91idU/CIIHj+foHcKQCg1iqtpKlr+0Gv2R8ejx+ffJ3H43OXCQAms/5m/EU3F08EcDvpikgoSUm7G+DfXCp24YYLAB6mxQU2aisSSGp51C3TFgNAkSL3t+XHqw2IfVnq1vbv2LpPVGy4xWpmaHtUbLjFaqRpipsaD1cvrUGt0irUGkVQ43YGk9ZsMUbFhhvNusTkmFmTVxA8vkzqBgAdWvZKSr3J3RGUjYqKDccxXl3fhlGx4WWaEpaxR8WG22n7B0NmAoBQIOLyLgzqOe6PfSuiYsOVZUUYhixWE7CIeyQXiSTcxQ7rE/J32O9RseEqrUJv1qo0CheZe3DrFy3jVwNATRDTK3Hl1sltB1Y6SyoGMZ2M2HnozGZniSOIycHuY2suXDvoLNm6f8XV2GdG2xHE9Ov2BXeSohBCP2+dk5AcgxCasbhXeORuZ2VHENPXa0Oy8lNf9fqqx0qaP1zY1VmSL0+fMLe9syQl486k+cHIKYgpLjFyyoJnYmcqBjG9Gpdiju44/KOzZM22uUvXTnaWrNzwycoNnzhLlq6dvGbbXGfJjsM/Xop5Jnbm1agYxDRlwZNoMkcQ06T5wSkZd5x1Jsxtny9Pd5Z8uLCrlTS/fn+eR1Z+6tdrQ1BlQUzhkbtnLO6FEEpIjvl56xyE0J2kqF+3L0CVBTFdjQ3fun+Fs+TCtYO7j61xljiCmBwcOrP5ZMROZ4kjiMnBtgMrr9w6+arX93+amif3V0SpKoyKDQOA3p2Gc+lcUjLubtn/LQDMClkh4AkAIL8oIyo2zBGpkV+c2ezZQr0sy2TkPhAIRI4X4VJ1EVee2wFpIyNuHElIjSkoznyYdtto1umfX2qOoqwnIna4ytx1hrdVji674FGePM1O26rw53ucnViszCsuzUUIRcWG6fQqg0mzZf+3Kk0JWyGuwmw1ciPZoWVvj5cvsHArIYKkLGk5SUL+c1OLXLt9mmUZrUEFAFGxYThO9Os6qlJNlmXS2Au+fAAAIABJREFUc5IIgicSSl7B2U6rVyWmxgCA2VLeowMhFBFzJD7lusGkvX3/srubN0IoMfWGokxe16dh88YdKm0QITb6zhk+T9CwXrPGDVq8bH9eBJ1BvWX/twaTljN2V65j1ETFhuUWphUUZ27Z/22ZukRcIU5CqS7i5pEg+Axjz8h9ULF4aX5xJqfD3RT5RRlcggEbbdtxeBUA5BWmc6kL7HYq5t55AFCq5E0DWkMNLw+xcuXKqjWOHDnSrl27Zs2aVa32fwo/n4CC4sxSdXFqZnxxaX7b5t1y5Y/vp94wmfTZ+Y8eZd/r03lEw3pBadn3NbrSa7dPp2Um8ngCsVAybugsPk+wetOsh+m3u7QdEFC/eWpGvFavirxxPK8wDcNwb3efYf0+5BG8Jb9MKNUUt2nWNS4xsrA422jUqrUKmqZYFvnXC+zXdSRB8C5eOxzYpG1QwH//YVyJC1eri/UGDWmz9uk8/GXra1cLw9BLfw0RCsQ6g3p4vw8bOHlkusjcOrcZ4O7mpdWr1m6fz8P5FEU1ahCk1pbKFblFihybjbKSlpGDpjt7f7u7elmt5sKS7NzCtDsPol42UulWQsS5qwcYhgbAJgz/3NmTr1Vg527tB0vEsojrR6Jvn6Zp2lXq4eFaS2/UJD26abfbmjRs1b5Fz05t+znHcwXUa5aaGa/Vq+49vCYWSRs8x+X0eaz7a5GirNBsMTZv3KFb8CDcyWGGxxOkZcRr9GU6QxlBCKykKaBeIEnZtPrS89cOdGv/nlgk6dS6X/26jZzTqft410/PTtLoSo9f2Da835Q3XpJQb1Bdv3vWZNJr9SqRUMLZDzky8h9mFzwe0X+qt4evRl9WrMzLzk9Vqoso0qozqL3cfXt0HHLw9MYD4esG9Rpf16ehvDirVF0UlxiZmBIj5IswwCa8P0cskmze903k9aN9uoxo6BeUlp2k0ZVev33mUVYCnxCIhOJxQ2fzeYIf//j8Ufpdi9VsNOlaNevcxL/VoTObkx7dstkoL/faw/tP5b3NrKX/q9QM2asgFIi4XFcObxmapnsED50+bvGabfM5VxaxSPr5lJUAsHLDJ4BhznX1zFaTQCACAA837zkfrQYAzlvGWcdCmqykCQD4PP70DxZ16zB41vKBbZp3nzLqC4eOjSZZ5pnHZz7B/+LjXzlvmYrPyK8PAmSyGMrVCOTAcV7D+oEAwLI0Q9POOokpN1LT725YUUnsDI/gfzB0JgCkZsYfv7DtZftD2awN6japtD+OQjxW0tQqsHPIyHmOQ4fPbObGtmKafi8PnzlTVwPAtoMruTydL4WdpkYP/rhSR71RA6eNGjgNAKZ80XlIn4kdWvVyHPr82/dYlgYAbgCd6dFxSI+OQwAg5IuOFT/dvz4sQt4evmuWHKroLcMyrN1GAgCfLwwZMRcADp7eqDWoNqw4xXnLAICVNFlIEwAIBaLp45cAAOct88xKthjNVhM8uSO+B4CVGz8FhJx1SKulWePgpZ9v2nsilKZpAKBs1m4d3nuv94Q3fsn/d6jZ3F+XguKM8Eu70nMeWKym8Eu7FKoCymYNv7QLnqZG4Ry5wi/twnACsQwA6I1lKm3xT1s+I3Aew9IAoNYpeAQv/NIuPk/IuXxYrMbE5Os/lRUWFucUK/OuxoZZrIbM3Afhl3YJ+BKb3QIANtqWmnEXsYxQKKUoMwDoDKrrd86kZtzVGzXRcacePo6t6xPQpd2A17/Mx9mJaVmJLMuwLOKurlVQl6YN38D78q2EiFKVXKku0uhKuZaFAjG3sQoEIq7o4IAeH7jKnqkNG3njmNliyCl4pNIpubOG9fuwXNLXs1F/07T9UWY8w9CcDkdG7gPuSZDH448YMM35FMpGXrh2AAAKirPMVoPeoJZKXAf3emaLMZi0UbdOAoBAILbZrM4dVutKb947n5GTVNu73hsJoczMS05JvwMACLGnL+/GMaJZkw7Ps+G8FHeSooqVuRpdqd6oCb+0S6VV6AyqJ+MvlFKU+VFWoo22cRKBQGKzWTJzH1qshp+2fKYzqI0m/U9bPitS5pKUhdPhlq5cka3WKX/a8hkAcMs7R57OI/hP7gicQCyj0pQAoPBLuxzhTjqjykqawi/tyilMVZQV2GzWguLM+nVe7rWphnL8Dxaef5cM7jWuXfMe5JOUvwxJWbu07den8wiSspKUlbJZSMrarcN73TsMJikrSVk4uae7r1AoISmr1U5yErFI5uFai6SspM3KSTzca/P5IpKyMsDYaTtJWSUSFxepJ0lZbfYnOqMHfxxQr7mzBAPMZreRlBUAo2wUSVn3ha0rLM56/StdtXEWSVkpG0ngBElZzRbj6s2fVa6KYeUShQMOz0tym5n78Nj5P0nKardRCICkrMnpdw+f3cJdjs1GkZQ1tzDtz4Mrnc+6GX/x2u3TJGW10zRCiKSsadlJ+8KeefA8f/XA3QfXSMpKMzTNsiRljboZFnUzjKSsDMsyDE1S1rsPrp2/esD5rH1hv6VlJ5GUFbEsY7eTlPVa3Omb8Reddf48uDK3MI0bDa6fh89uSU6/S1JWQIjr87ELf3IBnJUMD46Vu+14PP7zUtqv3vKZ2WIkKSuOERRFkpR11caZlWq+FIXFWfvCfycpK+cjRFJWymYDwJ4Mu91KUtaGfkGjBn38dCVbScoqk3hKJK4kZbXTNgaxJGXl8wQe7j6cDrd0PVy9xUIpJ+GWt1gg8vJ4qkNZSMraI3hwtw5DnO+IPp3e79y2H0lZWYahGTtJWds17z6414uW6KqhUmqe3F8LDMPHDpkJAOevHSxTFzu/+1fBvrDfPdxqjRjwkUOy88iPDesFDeo53iFRaUvatejhHMQUumNhr87DOrftX0XLKRn3BvUcFxjQ5kFa3Ht9JjZu0CIhJeb1q0MghBiWDhk5j2bsZ6/uDxk5j6Qsl24ce54292b9X1h4Xu0hFiEXqWvIyHmpmfFqvTJk5LzwS7vzitKdR/JOUtSNe+efOYtl6tZuGDJy3tW48PScByEj50XeOFauxhCLmMCANiEj54Vf2kVS1pCR8zJyHwBAyMh5h89sFgnFY977dH/4uqeO8A6w4Na9B/eaoDOqgxq17d9tjEqrYJ8NR8JxokfHoc7vQ5dvnWgd1HXMex+n5yb17zG2ZdOOqZn3nmcWQyyCZyeEpu3wXGV23LDZIqHkTNTfE97/D4/gh0f+hRDCqq1vUiUsYsVCacjIedkFj/KLM0NGzsvIfVhSmlf1Ar774CoCevGs9eWCmJzPunzzuLdn3ZmT/huqdjZqn1Zf9oK3xt4TobW86g7vN+WVL60GBzWb+5uBz+Nn5SfvPRHKskzIyLlikcxO2w6e2gCAIcR8OOZLPk9AUdaDpzfiOJGVn9Kr0zDn03GcuJN0tUiRBxjQDM3DecWl+R1b9wUAHMdj7p5Pz3mg0pZwddqqAMexi9GHYhMukaSZC3/HcfzMlX0uUjc/34CBPca+SO1jZ+49uJaaGQ8AIqEYADDAhHzR3hOhDEs76hSXg/sTe0+EAoBM5m4y6VTaEvREgnoED2ka0IZl2cgbxxRlhVqDSm9U7z0RqtGXanTKvSdCcwvTGJreeyIUITSkz4Q6tRvyePxSdfHeE6EsS/MIPotQSWm+m6sHAPB5gsLirL0nQuUl2XV9AwCAZuxHzv5B0/b8oozARm0AgM8X3k+9ufdEaKm6CBC290RoTkFq53YDAIDH4yem3FRrS3k8/qQRc3gEnyCIu0lXi5X5hSVZrQI7AQBBELcSInIKHuM4RtN2HOeVakq4ItclpXkR149hGEYz9qRHt/RGtVpXeun60XsPrumN6ovRh+ISI31r1R/cawKO45m5D28lRABgCNDV2PCHabe5wXEetIoIBcKDpzYSBI/7RAkAIoGYM463bNqxU9t+LzWbCLFXboUVKXKNZj33bZbACZK07D0Rqjeoq02KwCP4Km3J3hOhSpVcKBRxkuLS/L0nQmmWJggehkCuyKlTu4HzWQK+MCP3AXdrTBn1hVAottO2A+HrMIwAQFNGL+DzBFbSdPjMFhwnsvKT32W+zP9tarxl3gyN/VvSjF0kkuYVZRQUZ7Vt3u305T3ZhY8a+7fMzE8pUxe3bNrx6PmtJWX5AfWbB9Rr9l7vic6nt2zayUqapRKXyzFH7TaSs6ty/wBaBXXmDrUO6tq1/cCqu9E6qKuVskglLt2DB7do2hEA2jR7Ijl1ZXeHlr3KWa6r5aufP+jSbpBM6jr2vU+93H1wHG/eJJiyWWVStw+GzKzUG0cskvr7BdKMXSpxcZW6CgTiWp51O7ftJxSIbXbqzJW9Q/pMyil4dODU+jbNuzEsU1Ka37Z5d5q2l6rlbZp18/MN6NCyl1Ao1ujLbsZf7NP5/bq1/UVCCY/Hf5Sd8OBxXKc2/Xxq1R8z+BM+X+DvF4jhmEAgqlPbf/SgGTyCFxFzJCXjXtOGrev6NBw1cDqO44EBbUmbVSKWNQ1o0zSgjVTi0sCvKfds2KJJsIU0SyUujzLvWSlz04ZtWjTtaKXMUolLUKO2fbuMdJ6aC9GHAMMCA9q0CerCTcTGPUuFQnGd2v7BLXv71q4vlbjkFKb6+wX5eNfLyk8JqN+itlfdiOuHgxq183Sv/eMfs+v5Nvby8O3ctp+HWy2pxMVF6ioUiKUSl4E9P2hYL+g5E9qFm75Rg2ZwGbVaBXUhKYtYJN1xaNW4YbNfajaLS/O2H17VvmVPD7da44bOlEnc3F29vT19EYCnh8/YITOrrsxV5+lE1Pb2G/veJwK+qH6dxjyCz+cLkx/HpmUlBrfuU6d2g9GDP3Z2bmni38pO28Uiaa78cZEyt02zrmERO/OKMhr7t8zIe6jVlzVv0uHQmS2l6qKA+s0a1W9e7gtHDa9MzZP7G4NblAxDOxK/NG7Qcni/KVzKPQDAMCyoUbtKXzmFAhEnj4w5Wq9OY2cdmcTtxd9Sa3nWKafs412fk1y+efylLwkAA2xY3xDn8tlBjdo6+zJWSuugLq2DulSU5xdlPHgcy/0sFbsM7zclPedBdn7y8H5TUjPjC0synTufkBLj6DP3f65MU1Sqkpe7wP7dytcgbFC3aTmdoX1CKu0nQfA4TS7VDzhNhAOJWMZJzl3dF1AvyPkoj8fv1KZvcKv/hk3ee3i1a/uBLZt2jEu81L3D4KBGbW8+NSjxCEGvTsNeNslPQP3mAfWbO0uaNmzdtGFrhqEPnd7wUk1xCAXichfY8cVKBXCUe+MEgL5dRwJAQVGGyWJ43kLlnF5sdpIrkA0ATRu2Ht5visGk5X7FMax54/Y11pg3S83m/oaRSV3jEi9t3LusWJnLsmypuqikNJ97BhTyRQJeNXHkQqGYz38r5dvdXb3Lf8h7AWp51a2+fPULw+PxWZbduHeZyaI3mPUb9y4zWQwSkQwAcJyQSdydlQmCkIpdnzmd4Iv41dQY4RECzoL0UoiEYh5RzbCL+JJyZjGp2JUgnkn9KJO4c+YOiUh2ImKHTOJqMOuPnP9DJnFjWZYz5rwZMKxC6aIXOAlwd5eXDhN7Efh8gbC6YefzhCyfAQAXqXv0nTMlZQVFJTmAY4Ul2YqyAmcX+xreCDWb+xumf7cxYqGUYRmWZey0PbhVbwygR8ehAEDZSfzZvaAiFGW1v3BpjpdCZ1CV/5D3ApSpi5/3re8V8PMJ+HTScrVWqVTJlaUF3DMvZ9pmWcZk0TkrMwxjthqcJTRjJ+3V1COkGc5Z6OUgKSuXsasqHbuFZp5JRm+2GhjmmW+tJouO8+37z9RVKRn3ACA7L6VZo/Y+3vUG9xr/JiulIFT28tk0EbA641tJv2W326oIcH2iQ1OUnQSAIX0muUjdEABlI/k8fnCr3gROOOc9reGNULO5v3m4ZVqqLqJsZM+OQ//p7vy74Hy0s/NT4x9e+x8eHHdXb+7qzl/d365590qT7/9fhnvcKSzJFgpE/8PL4J+lZnN/W3i5+5y+sjcrL9lO276Y/ouXhy+fJwqL2HX2yj6Ewffztjes999v1HmFj/ecCOXx+AaL/mZ8xL2H0TKp66bvz75+Ny7FHDt67g8AwDDA8WreGyoikbjOXDYAALp1GOTs3/aaiEQShmVWb57NsMygHuN6dByC43hBUebHS/ogxBJ8AUvTNEM3a9QWAIxm3c6jP5nNBqW6SG/UfrykDwCsmLezYjwnAAj5omtx4TfungeALSvPSiSuFXUcWCyGuStHAADNPMnuWZG8woxVm2cCAGkjE5JjCouzpVLXmRO/cZG6swy7ec8ynOARPJ6dtuGAAyDOLHMrPuLKrRM4TjAsKxK9yXK1O4/8GJd4GQCkkqo+flYKjhNGk44bwInvz3kj8Z/zfxhhMhtsNlIgEK7ePJumbTPGLWno9J0gT572w+ZZGMLsNDVy4AwAUGsVG/cs4/MFOr1q5KDpr9+HGiqlZnN/W/TpMsLLwwchdP3O2atxp8YP+8xmtzZv0qFVYOcL1w8fPbf16882OZQv3Twe0KB5cKveZy7vlYhdGvu3FIsqL3j2srQK6kTZPgaAi9cOlPPXfhHMZn3IiHkYjjdt2OqN9IfDzyfgPx+uMpp1hSU5567t79FxCMuybq6e/bqOSc249zgzYdzwz4qUuZzl4VFmgsGo/WDIzNTM+PupN7nIT2+vyqtKUXYyoH7L4Fa9AEAgqGZXFQgkowd/DAAJKTeo5yS+9/by5XRuJkR0aNmzZdOOJyN2PspM6NJuAMPSndsPrOfb6NiFP1s0CW4V2OlaXDhnljl3bV+vTiPq12nkInV/s3Vre3Yc6uNdHyHmyOk/XvZclmX4fMGwvlMAoFVQpzfSnxEDpltJU3ZBisVqGjlwekLK9Us3j88OWeFQOHpuq4gvHtp3cmrmXS6O92rcqdrefn26jMAwrFVg5zfSjRoqUrO5v0W4hfs4K5H7FcOw5k06jBw4LTahfOVfHMP9fBq2Dupy896FZo3bc4nx3gh+PgHc5nI1LvwVTscw7P0BU4m3kLaJc/4T8EWxCU/iP91cvEYOnMYwTGZ+8siB05y9ZWQS19ZBXYxmXUlp/siB057b6JOWA6vV4eDxeJymWqd8no5M4srpZBekNqjbpHVQl0sxR7lDfL6gS7sBwa16n7q8u3njDiMHTuNSQgIAgfMaN2hRrVvRK9C8SXDzJsEMQx85+9KbOwCIhJIXHJwXZFDPDwDgWtyptOz7rYO6KMoK8uTp5XSezCxLO7xlanv5VepPVcMbpGZzf+vUq9PoQPiGO0lRJrMBAXsrPkJnUKt0ikU/jxcJJVzdYTtt79x2AAC4uXjyBSIASEy5sT/8d4Lgu7t6cfl7XWUe86b9/ApJcTn8fALwl4xgAoAmDVsDYACw4/DqjNyHAFC/buPC4mwAaBXUefoHi1+tMw4IApcrcqcs6IJYhPGwKQu6IGB4hGDRz+NJysKyzKKfx1M2skv7AQDA5wk4z3q1VrFhz1Jup5BJXU1mA83YZ4V816JJsEggdqnSFFMpLhI3kUACAI+yEnYcXs0j+DKJq8liAACxSLpgxhovD18Pt1pcHVGf2g0OnNpw/MKfFqtpz7E1h89sZhj7sQvbTlzcDjj205bPMQzn8wUE8QZye+w9GZqSdhew/w57YECbWSHfAWBNXv5dCsfw13mN0OpVm/9ezvkvcsuSYeipY77s0KoXXyDkSinV9qp37trBRT+PBwCRUExSVr1RhRC26OfxRrMOw7DElBsWq+nDMQteuRs1vCA1m/tbp3uH97g76mL0YaFQ1L/bGEeGdy6zGADwCD5X1Uhv1HCp+G7Gn+/dZUSHlr0cyZX2ha/LzHtYdfqBKihS5r5CHoKsvGSuoMuVWydDlx0DABwnWJahbOTqTbNff3NnGNbLvfb4YZ8VlmTfTro8fuhnefL05LTbsyaveJSVcDvpysfjvgYArpiUnbZp9WUAkJoZ7yJ1+3TicnhaIS8uMfLmvYstmgSTNqvRYqj6j1bEaNFLJDIAuHnvYtd2A7t1GOyYmqPn/kjNjO/d+X2tvowrhjdp2Oe9Ow4DgN0n1nZtN7BFk+Adh1e1DurWsF7g8YvburYbXL9O4+MX/mSY1836AABXbp5cMX+HUCDihh0AFv8yYeakbwFQVl7Ky7bGIrZImfvKncnMe4hh+LxpPwEAtywTU2/cjD/foVUvu43iwjvaNu+2ZOZ6zq3IMYbcgr8aF05R1qF9JwPAP1vU9/8INZv7u4Bbyq4uHlz05oucgmG4t4evs7JI8NLu228W586QlAXekPu7WCTt2n6Qi8wjNfNe1/aDxCJZVn6Kv1+gSqsQCyXPGy6xSOZ8KD0nyWjWv35nMAzzdK/t3HLFjx98vpBTEAsltb38/P0CxSJZ8yYd2jbvFhFzpEXTji2bdjx3df/rd4brT4O6TUQVKmP8U4iEYufBKSjOlJdkl9PhHlMq4u7qbSXNNdv6O6Nmc393NGrQYvvBVReuHSII3rLPN/v7BT54HLtpz3KcIERC8defbarn2wgA+/Pgqj8PrcJxolPb/gAQffv0/vD1OE5gAI8yE3Ye+cnLw2fRzHXeHpV8UTx5aefFa4cwDK/r0/CrT39zlXkcPrM5KjYcwzBvDx/Zy9srpBLXyQs6A0D5qjoYFhjwBgzKBEHUqd0QADzdapnM+pnLBthoykaRE+d1AEAioWTmsgEsy04ZNb9/9zECniD+YfTEeR0QQj07DQWAImXur38usJAmu50ieLy7D67a7BSB82ITLrEs89Unv7UI7JgrT/t56xxAwGVA5Ep0Lp/zR0C9ZqkZ8b//tYjACZalaYYOv7SbRczN+IvHL2yXiGVLZm/w8wlAgLbs++6P/St4BNGr41AAiIoNP3R6I44TNjt1P+UmYBiB41n5qXyewM3Fw9OtFgDUqd2QqC6m4UUIbNSmXBCZTOI2aX4wALjIXno2ZRJXsVAyc9kABGz/bmMnj5xnMGl/37WoWJmHEDu03+QP3qsk5aRKq/ht55dqrZKm7Xw+f+ayASzLTB2zsG/XUXy+MDbx8s34CISgX9cRACBX5Kz5cz5FWRmWmT/953bNu+cXZfyydR7D0jRjnz15RcX2a3hL1Gzu746u7QZyZfaOX9j+MO22v19gYsqN4f2n9O8+5uDpjY+zEur5NkKImTBsdqe2/Y6c+8NupwAgMeVGyMh5HVv32Xrg+27tB7Vv2XPzvm8KijIr3dwTHsb858MfGjVo8fPWOWWaEleZR3zy9QUfr6nn20jAFzkXKnpBzBbD2iUHMQxfvOaZZDiAEJdk8TVhGKakNA8A6tT2X7ngL5q2X4g+fPnG0R8W7I64cezOgyuhy44mpt5ISInp332Mjba1Cuw8ZdT8hJTrBcW5AJCek9TYv8VHY7+6fueMXJE7ZdQXUbFhZeqSSSPmRN44lpAa0yKwY1LqzR4d3hs9+OPfd30FAF99+vupyN1JqTcD6jVLSLk+pPeEwb0mHDm3tZan74DuYw+e3ljPN6BPl5H7wtal5yT5+QQgFkJG/Ce4VZ+DpzfZaBsAJKbETBn1RYdWvb76ZdyAjh8M6TVhxcZPBvecMKxvCI/H5/4LlpTmlYtvejUych6WCyIzWfShS4+yiFkeOvVlW3Nz8fpu3g6bnZQrcvYc/3XyyHllmhIraQpddjSn4NGJiJ2Vbu4FRZlSicvSzzbdT70Zl3T5P1N+iE++nphys2/XUXY71b5F90nvz7n74FqZRg4Aj7MSmjduP2XUF1djwxKTY9o17/4w7XZw697jh80GpwoqNbwDajb3dwq3uJ1rSohFUndXb0d5ewzDPT18GvgFikXSpxJMKnZxd/Xm8wRSiau7q3cVuSExDJNJ3d1dvR0u7RiGuUjdX+emql+36Ss4yL8C3LYoFkoxnGjgF+jm4okD7u7qLRW7Yk9tQCKRpIFfYF5RhlyRx0n4fKG7q7dYJBPwRe6u3mKRVCgUcz9QtifejUKB2DFu7q7ewqcGLgzDuPEXCkRPJ0IkFsncXb0dSSBwHPPyqNPAL9Dhro5hGDcROOBuLp4N/AJxDBcLpe9s52rgF/gKXq0cErFMIpbpjRpH0mAcJ9xdvWVSd+z5hjYewXd39ZZKXPmEwN3VWyp2cbxOiEXSBn6B2QWPyjRPImYFT2dEb3ySOkYoENVs6++ems39H6B5kw6/7fzywKn1Ap6Aom17T4ZKxS79u48FAA+3WgKBGACCGrXZsu/bLfu+lYhcbidd2bDna28P38kj5wNAbS8//nOylDRt2Oa7ddMAQCZxWx46BQD8/YLcXb1evatNgzEMMAxr0SR44rz2ANCiSfCjrAQAaNu8+ys368Dbw8dCmrmW/esF5cvTAZBU7MZJCILP/TB51BcAIOAJvT18AMDfL/DAqQ3cIZFAHH37NADM+ehHABALpa4uHgAQGNDuxy2zz13djwAIjDh1eTcgAAwmzmvPfYM9cu4PAV/47dztAODm4iEWSgEgqHG7P/Z9+9exX4QCcfTt09sPreLc+ADAy8OXSw3UNKDNur8Wcd0Li9gZFrFTKnY9cm7zkXOb/f2C8ovSAcDPt5F3hRp+r0DzJh2mLeoBAC2aBj/KTACAFk06YhiGYdC8SfArN+vu6oXjxMR57QGBVPZktIf1qTxvF5/Hr+3pBwB+PgF58rSJ89ojAJlINnFeewTokwlLAUAgEHGOTI0atDx8dvOVWycBgM8TRMQcQQgWz1r3yl2t4dVB1TFq1Kjw8PBq1Wp4KViWYVlm97E1568eYFmGZVlOvnX/iqux4c46v+9cdCs+wlnn561zEpJjqm756zUhmXnJzme9GpPmdaBpO0KIZVmuZccPr9OsMxVb5n44fHbLJ0v7Of+tWwkR6/5a7HxW1K2Tf+xf4axz/tqB3cfXOuucvLjj0OlNT1tmWJY5eGpjWMQO58HZfXzt+WsHnp7FsCyz9cD3V26ddNZx0v53AAAgAElEQVRZ99fiWwkRzjqfLO13+OyWij1//WF/dnwqaZmm7ZPmdXi9ZlmWZTLzkr9eG1L1hCYkx/y8dY7zWbfiI9btWuR81tXY8K37VzjrXLh64K+jv7zZpVLDS1Hz5P7PwBVnQAjZbKTJbMBw7OkXS1avV5co83k8Xi0vP06ZpCwmswEwjDO/VmHMZRjaYjUBAItYDMNftjRHpZQoCwiCcHHxcPoe+8byRAIAhmFODWIAoNYqbTbSbDEgxJrMBgCQSly5sH7SRpYo8wHAp5YfjvMAwxiG5nQAA0DgnL6KaxnDMJudfKIDAAB2mhKDxHlwEEIUZTWadFwjAEDTdgzDMAxnWVpRWgQADiMPy7JcGmcWkNlsUJQWCgQip1rbb3Jw4Jk6HhgAmCwGo1H7+gb9p4ODs+yTQZaIZc+LVmMYxsjVFcEwQIikLAghrmNl6iKapvUGNXrqaGu2GhCLKBvJDeBr9rOGV6Zmc/8nad+q56Y9S89e3cfnCxfMWNuscXsA/PC5zYfPb8Fx/LOQlX26jmjfsse+sN8Pnt4AgNE0xeMJPN1969dtAgDr/lrcv9vodi16OBrcc3ztrcQIHMP9fBrV8qzz+j2UiF2/+uUDAGjfotfSzzdVq/9G+HptiNGsBYREQumC1aNYlh3e/8NxQ2cLeMKHj2MXpN4AhIJb9lny+caggHbhl/5asHqU3U4RPD6O4QzLfDFjLQCcubLXbDGEjJzftnn3n7Z+HnP3nM1OAUICgQgDWD5nGwAcPrNJKnEdOXB6+5Y9N+35+tzV/SxiGdrO5wslYpex730KAKE7vuLiTgmcGNh9LACERe46H7UPxwmWoS/dPBp585iL1GPXmqvvZnC2/P3t/Uc3AMClnP/SK1HLs45IIFqwehRi2W7BQ2ZO+sZxKOnRratxp778JLR+3SZ6o3rB6lE0bSMIIYYhlmU/GvsVAFy/fXbboZUIsQCoT9dRAJCWfX/Dnq/tdophmS9mrHn9Htbw6lT7bF9jlnkH7Di8OvLGMeRklpmzYujOIz8668xcNuDAqQ3OkhmLe4VH7naWLA+dmp7z4A12zGGWeffEJ1//ZdtchNDt+1dCdyxETmaZHYdXz1kxzFl5w+4lC1ePdZas2TZ36drJzpKVGz5ZueETZ8nStZPXbJvrLFm4euyG3UucJXNWDNtxeDVyMsuE7lh4+/4VhNAv2+bGJ19/3et8JV7fLFOO9JwHy0OnOkvCI3fPWNzLWXLg1IaZywY4S3Ye+XHOiqHIySwTeeMYN1w1/OPUPLn/K0AIaQ0quSLHbDVq9WVyRQ7DMiaLQa7IwTGMK7XMsLTRrHOWcAGHCSkxGEYgxADAK6QyBwCzxaA1qAAAxzGW5UJnn8TQAqAiRS5OEG4yTxeZe5XNgM6g4kL2HaGJ3KdL5x+83H0cjkDPo0xdTNlJlVZBkRa5IketU+qNmoSUmJzCxzpDWUJKTJmmhKZpuSIH4ImhwEKa7bSNk3CWFZKymEljQkoMAGCAIUBclFNCSgz3KwBYrEaRUCRX5Dw1xgBN2y2kWa7IcRjBaIYu05QkpMToDWW5hY+FArHeqFbrlHJFDklZVFqFXJEj5IuqLZ1hJc1cBpuKY+IYLpnEtVqvEqNJpzdpGIYBBE+u9+lkOabPw9Vb+vIxDSRlfTJcGIEQU6TIZRmG+xPckjOadSz7jMRkNTAMI1fkaPVlZqtJrsjRGlTozRUAqOF1wKqdidGjR0+fPn306DeWyqqGiqSk3dl+dDWP4JOkFSFWLJYihOy0TcAXerjV4mLuEcJomuTzhd4edVTaEgDQGdVW0oxjuFTsYrYaAYDPF3w3b3uTBi+XdWTV5llqrRLH8QZ1mxYUZwKAWqvwcKuN47jBpHWVeAAOAr5o7deHq2jEYjX9sHmmzUYCQH3fxoWKbDttM5v07u61AKCeT4BcmcswdED95gs//rWKdvKLMrbs+5Zm7CRlxQAJhRKTWc99lkAswnECAcsgJBPJOK8YF4m70aKz2aw8QsDVQhEJpKTNbDTpLFYDYDg83f4YhkYYxsMJ539dEpHMRebBnQIALEPbGbtQIHaRuBktegAwGLVm0ohjOAYYixgMwxGLZDJXmcSNs+8LhWIewZ/70Y9Vx16u370kp/Axj+DV82kkV+YAgFavcpG68niC+nUaF5ZkA4CAL/p+/s6qwxG+Xhtis5MAYDRpXWQeLGI1ulIu6IGbPhaxXu4+K+btqKKRimQVpKzePJsrFMMtJ4QYsUjm5uIFANySs9lsAr6A+6bALUsbbeMTfAzDrKQJA0IkEtOMffbE71o1q0kK9i+g2mf7GrPMu8TZW6ZaVm2a9eBxnLPk1cwyny7tpzOonCUT5rTVG9XoqVmGZdnxc9pW3YhWX/bp0v7OkpSMO5PmBztL8uTpi34eX3U7SY9iV2+ejZzMMvvD1s9aPhA5mWWu3zm7ae/yqts5c2XvvrDfnSUVzTL7wn4/c2Vv1e1s2rv8+p2zyMksM2v5wP1h65GTWWb15tlJj2KrbmfRz+Pz5OnOkknzg1My7jhLPl3aX6svq7qd8XPasizrMMvojeoJz06NzqD6dGm/qhupSEWzzIPHcas2zXrB0529ZWr4l1Bjlvl3wSK2SJmXmhkv4AubNmwNAJSNzMpPAQCRUNK4QQsAsJLmnMLHAGClzOVPZ5ncwjQ7bXORujWo27Tqv6XVq4pL8wCAqTKh2KOsBM7nITUzHgB4BI9maADw9a7n5eELAIqyQrVOabLoHf4Sxco8rUGVJ08HhLiz6tdp7CrzAAC73cZJ/P2acg5C+UUZnDGHy0WVX5RhthhTM+MLijOZCqE6JrMhNTO+SJlrMGi4dhxGqmaN2nHOHuk5STRDK1RyIf9JsNjjrAQWIe7lJjUzHscwzkkcIaRUyVMz43kEL6hROwBgGDotJ8m5Wb1RXaTITc2MN1nK565hGLqgOEsklJitxvyiDB6P78jyJpO4cg/yJos+vygTAGxPqycaTFruOR0QypOnA+Aert51fRoCAIvY9JwHMqmbl7uPb636AKDWKhQqufOwc5eAqpwylmW4walbu2G1aUQLijONZr28JKdiYJSVMnPtNKrfnDOmZRc84vKYNvFvxcXiZeYl2+xUsTKPu/Aa/j3UmGX+XaTnPNh/6ncewTdbjFPHfNmmWde9J0NTM+9JxS4Wi+njCUubNW6/4/Dq7PwUsVjm4Vbr0wnLna2rN+6dv3zzBI7jFqtpwYy13JbxPFasn4EQSxA8/7pBH4390tkNLiLmyOCe43Ccd/TclsfZ9wGgsDirft0mLLBZuSmBAW0QYq2k5delR62k+dt101ykbgihDi17jRo0w2DSrt40Syp1ZVkaEIYThJ22SUSyb+Zso2zWPcd/VagKbDbS0632olnrC0uyN//9jUQsNRg1Wr3Gv14Ts9VosZprefoyDD160MfBrfuUKPPlytxObfoaTNrth34wW40Gk5ambZ7uPip1CWWn/HwbGs26nh2Gjhny6Z2kK8fO/+kic7PTts+nrKzn2/jGvQthl3a6uXharSYAEItleqNm7Hsze3UaJldk/3lwJY8nMJn044d/1qXdwPCIXTcTL7pI3YsUeUK+0Nurjkar5PP5LjJPqdh19uQVrjKPew+j6/kE1PHxT0i+furyboLglWkUUpFUInHJl2d5uHm6unharOZ5036qX6fxbzsXanSlAoHI17vBjPFLhALxT398biFNfJ6AZRjAEI7zzGbjd/O3u8o8Tl/em/goBgPMaNb/+OXfYpF0yZqJYpEUw7CM3IdNAlrhgBcUZTfwa4wQtGjSfuL7c1mWjrx5YkjvSY65Yxh6X9i6/OJ0hqExwFd9uaeKNVCszNuw52uJWMayzKCe43t1Gu44ZLYYdh39WWsos5Lmxg1azgr5Li37/u7jayRimdlqbNm08/QPFj1Mu70/fJ1U4kLT9qljvnob+etreHWqfbavMcv8I2zauyzm7jmE0Lpdi2ITLiGEft2+4E5SFKouiInj67UhWfmpVevM/maQSqt4kc44zDJWyvzkB9L84cKuCCGjWTf9WZ8Klabks28GO0vkJTkLVo12lmTlpSxdG4IQSstO+ua3qQihc1cPTFvcAzmZZarAYZb5Y/+3838YiRC6FHN0x+Ef0bNBTBxhETsPnd7kLDl0elNYxE5niSOIacfhHy/FHEUIzf9h5B/7v0VOZpkqcJhlpi3uce7qAYTQN79NTctOQggtXRuSlZfirLxg1Wh5SY6z5LNvBqs0Jc6S6Yt7Gc06hNCHC7taSTNCaPyctlbqyQ8vGCGl0ipmfzOoap2s/NSv14ZUreMIYrqTFPXr9gUIodiES+t2LUIIxdw9t2nvshfpTA3vnhqzzL8UhqGz8pJ5BF+jK+WqZHD5sv9B4hIjucxZcYmRdjuF3pBThJU0xSVG5snTGYaOS4zML8pw2B+qQKsvi0uMLFUXk5QlLjEyp/AxBm8gXoZlmdzCx3GJkVbKUqoujkuM1OhKqz2LZuyPsxIsViPD0Hny9LjESEfJodcEIXQ3KYrPFwLAnaSrAp7gjTT7yuiNmrjEyIzchxpdWVxiZFZeMvMCk1XDP0LN5v4vZex7nx47v+32/ctGiz4rL0WjU/rXa8pVJpNJ3Kqt8uPu4olj1YRKenn4YNXpcGAYNu2DxbfvX2ZZFsfw2/cvIwQfjf0SADDAykdLYZjXs2lVMAwrZ/nFMczN1QsAAuo3a9ei1+37lxWlcgDs9v3LLMtMGP551f3p2Lrvo8z42/cvqzRKu912+/5lhrFPGb0QAPh8gUj4TOJ7AV/EPvt/SCAQCfgiZ4lIKOYyhY0cOO3AqfW371+m7TaVRnn7/mUfb7+OrftW3Z8Jw/9z8drBktJ8AKxAnmmzWdu16BlQvxkAuLl6lZsIDzfvcsPu6eFTLq9vLc86XBqvj8Z+ybkn4hge/+AajuPTPlj84rPmWV1+GxzD3F08q9YhCJz7OtI6qMuDtNjb9y9rdKVGi/72/csMQ1c7WTX8U9Rs7v9SGvgFLpq1HgDW/7W4a/tB3ToMdhwyWfTVVvnRGTVsdU/Waq3yxZ++h/ebMrzfFNJm+ejL7gs/CXXIEaAyTckzqgiptcpnBUirVzlLWIT0BjUACPjCqWMWAsD5awePX9zm3HIVSMSyz6asBICtB75Lz3nofJbdbivn7G+zkzbbM8WvbTay3IZLUlbOC7BObf/FszYAwBerRgU1avOfD1e/SH9aNAlu0SQYAKYv6dm76/vD+/03A5feoC43EVp9eU9wjVZZLq9vmaaE88Qf3GvC4F4TAGDC3HZzpq0WVVfy2xmEkEb73NqwHCxCuureCBmG5T4mi0XSmRO/BYC4xMjb9y+/4GTV8E9Rs7n/22EYe9KjWL1R4yJz7xE8BACspOVU5O7oO2dqe9X5cPSXzspqreLew2gA4DLMVI2dtu08/JNAIGzWqMOwfiFVK0ffOZ2YcpNlaUAQcf0IADRr3J4rcm2nqXV/LQaAXp2Gd2rTl2uZ0+GKxOoNaq7uGgCciNheUJRlthg4pwsAiE+OVmkUj7Pv22w2rp1xQ2Y2qK5ez84jPxrN+uyCFMpGcX+rf/cxXObkB2mxXDtzp64WCEQAkFv4mNPhyC183LxJBwCw2cgt+78DgIKSrME9xwGAzU5djQ0HAJPFkJoRv+6vxS5St5mTvq26MwVFGScidgKAzUalZd8ncMLb05d73rdS1kOnN0mlrg38mowbMhsAaIa+ce+Cu6sXV2KUGy6unXsPo2/cO+8syZOnp2Xf537e8ve3OE50aNWzb5dRVffnwrXDaTmJNjvJlQSoGovVxA1OpzZ9vZ4tEnDg1LpSdYlOr8LwJ/8LbyVEGE263MI0x4TW8K+lZnP/t/PhmC/PXt1fpMzNvP1QIpK1b9mT4PFKy+Rm0piYHOPpVsd5X960d7mbq5ebi+d7vSdwO28V8Ai+QlVIEISne61qu6FSK4qUuYAQXyAoUuYyLB0WsWPHL1cBMB7BL1Lm2mnbvQdXD29K8HSvHTJyXp48XadXxadED+wxDiH0+Yc/AMC9h9FhETvr1G5os9u4YtPZ+amHT29uEdgRsbRYKOEqfHI+i1VTpMwzmnU0S7vJPIqUuUWKvJLSghnjlxA4z2I1FSlz1VrFj1s/X7Vgz/D+UzU6VZEyNyE1BhAEt+rt491geP+pAPDjls8LirO8PH2sVgOB8wDg4KmNhSVZfr4Bbi6eFquxSJnrIq0mLpfrMNdzkUjKsnSRMvfyjeMerrUa+7ckcKJMU6wzqeMfRvvXDerUpu/nH66MTbhkthqibp0MbtXb3a1WyIh5nu61AWDdrq+8vf0EPAGPILg0YT/98XmnNv0IgifgC0pK8wHDGtRpUm1/SjWFRcpclqF51dnoG9YLeq/3hCJlrt6kjU2MXLVwt+PQhWuHL0Yf9a1dn6QsPt71AeB+6s0zV/4ODGjD4/Onjvny+a3W8O+g2k+uNd4y/xIqesu8Zm6ZF/eWcWCnbVxcUkVvmXx5+oS57Z2VKwYxxSVGTlnQGVXmLZOSce/7DR+/VGcQQlGxYVsPfI8q85Z5qdwyFb1lth74Pio27GX78/2Gj1My7qHKvGWmLOgclxjprFwxiGnC3Pb58nRUmbfMpPnB/6+9ew+PojwXAP5+M7O72exms7lsrkMyAZJFuQkiNyMgGK2cqi0a0dpTqcfWnqKnR1o5PbVeTrV61BzqpU0r0RxRUMJNig2XRCQQCCAk3BJCSELut02y2ewte5lL//hg3UBA8Hi0mef9/bXP5JtvZr93nzfzzHzzfkExcE0nczWzZUKuUFvm0tkyaFTAK/dRQ5LFA5U7m9rP2Ho7yo9ur285FRQDp+oO+QNDep2BvtDk9jquvuAsIcwVFt8ZeRcgzIUX+gGUouL8YNAvioGi4nyn205AKSrOBwCD3uQZcvb2dyqKfGFLlGfIRWvmFBXnDwz2DrrsRcX5/Q6bKAZpz3Dt013Cz6els66oOL+xudo75C4qzu+wtQYCQ/TotIpLT38HABQV54eKugw4bV6fq6g4v7GlutPW7PIMtnTWCXwW7flaBwfChlSUgrsPbjlee2DQZS89sPlo9V5ZliuqdrV01hsiojw+FwAoirzn4Lbqs0fpcAEAEGXX/g0mY6wkBraWFGo0OgCFPj5lvlKwrr7iLgFwex10uOjP6WzTiaAYKCrO7+5ts/V3FBXnd9qaJRnnxowamNxHjX996PnS/ZsAABhggLAMu/SflvsCXgBgGIZlWAC4786fZWZMucoOFUVW4NqmMyqg0LSo0+pXPvZG3bnjEsMoACzDxpgsD9/7FL2jwhKGZdgky5gfLfklvftPzzA9JfO6sdO8PjdDGACFZdiE2OR773iU9gxwza84hs4nJzvXH/D5/F7CECCEZdh5Ny1mCCsrEtCcq5CFc86/iMcwDJEJANyRvVQ634AwhLAMO/uGnJzsXNrztQ4OhA3pk4+8Ru+eAyi05x9+79+9PjcAMOz5YP1oya+8YcMFAMuWnB9A+cKIrXzsDboooPyVgnXlF1nDZWZMue/On/X0tcGFQ183bvq067J9AS99+Mwy7JikcTnZ913TOaBvESb3USM6Ku6+Ox8DgPrmUzfPuHP6pFu+3fOZbJ012TrL7R0s3b+ZntjVa2ypaWqrvda9ruy7C/8ZALaXrevp67jWnl2ewcT41MULRl5n7itIjOfpOVSe2rto7pJx6ROvaffiPevuvm2Z8euo2H71brlp8Yjbq6rL3V7n1xss9A3A5D76cJymdP/Gyuq9sdGWe25/hGM1ja3Vuw9sIYSxxKXctfBHI66nc+rM4YPHSgghJmOs020HAFkSP9r2pk6rz+AnLLp5CSHM58c/O157gBBCgJFkkWEY69ip82beBQD7jhTXNR5TFFmr0RWsfxEAzKY4h7M/KAUZIAXrXwRQpk2aN2PSfEWRS8o3tnbWy7LMMRoZJEVR5k67fdKEWZIsbd+zrru31ekZcHkctB9af9E+2Gd32ArWvygr8h3Z9wtjJgTFwJZd7zhddlEKsqyGAMiydPdty5IT0oNBf1Fx/pDP02lr9nhdtB8Npw2KgbauxkDAV7D+RUmSfnDPv5mMMf7A0JrNeYQQOiFSq41QFOXhe3+l0+qd7oEPt73JMmxDS3VTW21HdxPtBACa2k739rc3ttTodYal3/25RqPrsrVs+/Q9hmEVAEkMcJzWFBW75I5HNZy2qe1Myf4NDGHsjp7izz6oqNwZKirp8ji2lhaajDFJlrTFtz7EMmz1mcMVx0oIIQxhRSlIi3HefksuIczR6r3HqvcBEALk/c2rNBoNHWQA0Gq0hRteJoSZMG4aLRKw7/NP6PMVhmHpFfrUCXNn3rBQUeTdB7Y0tZ/xB4ZkSaSDQ4OuKMqcabdPHqlkoySJn3z2Pr2TtmjuknHpk0Qp+NfSQruj1+6wXW7NXvSPDBfBGn0ee/DZ6ZNuEXjroeO76aLJhRtejdAZBN5advCTxtbTI+719voXYqLjBd6anJAm8FaBtwYlkU8eK/DWddvedLoHAOBPHzyTmigIvLW0fENKUrrAW/PXPidJoqIof1zztMBb01Oz/AEf3T0pfozAW9OSxwXEgMBbE+L5/A+eAwC7w7Zx+18E3qqP0JdWbBJ4a0x0/Or1LwBAe1djSXmRwFuT49MB4Hw/iYLAW5MtPMOwAm/Vcrr3Nr8GACfPHDpWUy7wVvuAraJqF538s/avbwDAwWOlZ8+dEHhrnDkxQhdJ+xmTkkmPFRlpEnirZ8i5taQQALbvWdc/0CPw1vrmU/XNpwTe2j/Qs33POgD4uKTQ43UKvNUQGU0Hh3Yi8FZ9hCHWnCjw1rNNJw8eKw0dWuCtFVW7+h02gbceqy4/eeYQAKzZ8ppWoxN4K8NwiZYxAm9NThRoP0BIckK6wFtLyje0dzVeCIRF4K2lFRsjIvQCb924/W36HuyfP3guMZ4XeGtQDKSljgsNssBbfUFfemqWwFvfWvO0oiiSJOavfU7grckJY0rLNwi8NTkh/U9rfwsATvfAum1vCLyVTx4blES6Ow16THT86vW/G/Hn0dh6uuzgJwJvjdAZCje+CgCn6ysPHdst8Nbpk2756YPPfo0/YPTNwCv30cdkjKH3hQ8d+5Ru4TjNjMkLrs+8sezQJ5fbi2O5uTd+JzUxI7Rl886CW276bpw5cUPxn+kWhmEWzL7HEGl6Z/3v58+8y2SMLdzwxUppOdm5ohR8b3MePTrl9g5u3vlOTnauw9n3t91r6UYNp83Jzq2p/3zH3qKc7NyO7qaKyhL6pwidISc7t7Gl5lTdofB+auqPnmurzcnOPVF7kE4rBACzKT4nO7ent6O1qyEnO7eiatfh47vpnyxxqTnZuSzLseyJ8H6CYqCnryMnO9fn99JrXgAQeGtOdm5F5S76Lfrs3ee/LyFZGVNysnPbu5sS41PD+2loqbGOnbpwzvfPNB4PDeDkCbPnTr9j047VQuqEnOxc+u4oAHCsZvrEeVOvm3OgcueMyQsmZs4I9fNZxcezpi4alz6xpHxjqPHc6XekJmUUbnxlxuT5EzNnbtn5zoXxZ+fNvMtsiv9w21sLZt8TflumcOMri26+l2M1Bet/T7cQIDnZuU63fe3Hr+dk53q8zs07VocOkZOd2+/o2bm3KPxLdfQ0HajcBZdhiIzKyc49XV8Zuj4I/dLQaITJfRQzGqK37CooKd9gd3QXFf8pymAOBH20EOul4qITmOFzJ+JjkugEDLMp7s/rnudYDctp3lrzW47jWJbLX/s8x3J6vXHVu08REqoxQJItaeGdEGAS4lIBgGW5SH1UXsGKQNAvK1JewQr3kJNl2LyCFT6/1xfw0g902jhhGHP0sMn1DMOajLEAoI8wuNyOvIIVg65+p8uRV7Ciq7dVlIJ5BSsGBnu9XldewQqHs2+8MBkANKzmoqUtNJyOFqc1GWP3H92RV7Ciq68NZLmjp6m7tw0A8gpWdPa2MkAaW0/32jvpfXZ9hEHD6cL7MeijOFYDAFFGc0n5hs9PfNbefa7P3lVRuUuUgsdq93f3tXbZWraWvLvn4FaX2xE6KH00GmKOthCGAYAog/mDj1dF6CL9AW/hpv/W6wwsw27csXpH2XpJlt7+6AWtRhcZGUVvqSXEp15UKifJkkZnvltik//nnV8qoOj1xryCFaIksiyXV7BCuvBBlIJmUxwAECDxw19KYoCJjR65IIFOGxEI+vIKVrg8DvuALa9ghdszSEtEoFEKk/so9pMHnq45exQAumytU6xz+OSxZlPc5dYD6h+0ycPnTvQNdNMJGE/99PWmtjMAcLL24NzpOTpd5MK536ev41eeLMuecSfDsA/e/QQAAChdva3hnSgg2/o7ACDKYH7ykVd6+tpdbse5lhp6X1iz8OGgGLA7bB3dzXRLVsZUAFBk2THYG96PLEv0SUBWxpSH733K5XE0tp4+VXeQ7sWynCSJdeeON7RU0y03XD8XAIJS8KJ3cYOinxbtmj/rLkNklCRJh49/GhSD2TPuDNWz3X9kh0ajmXXDbSzLnn+P1OcJisNe5vQMuehLmA/e9fjx0xUA8Lc9azPTJ1nH3rBg9j20WtbW0nevGz9jXNr1UQZzVsYUAHC67RfVoHcM9iqyDABPPPzS2aYTANDYUjNj0oJYc8LCOd+n9/fPNFTNnLIwymhOjOfpPz9bX4cyfO5Qd28rXQrwN8vzae31ypN76Te6/ZbcYDDg93trzh6hW2hZGwWUvoHuYYMMsn1w5IIE6alZjy79jcPZ397VWHGshPYzMWvGiI3RqIDJfRQzRkbPumERAGwv+/C68dOvz7zxq/WTEJdKr77/su75GyfPH7b8JiEzpy4c8Qntpejt3f6B7s07V9MTozq6m0rKN4RvuTL6RThO09p5NnwvSRb7HbXTUr0AAAggSURBVD1X3w9N3J09TT7/UPhe51pPR+j0V9mPTnu+ZUXVrvHCpPC99hzaah079cZJ866mn5joeLrv+k/+OGXC7NSkL+6Pvbfp1WkTb77o1f/LSU3MSE3MkCSREBJ+Mh6v8383vXr1g3MpulxJlMF8su7w/6Uf9A8Ck7saxMcmvbf5VZ1Wb4lLefT+34Tfqfjs4NbpE7PNpviE2JQ/rnma47SyrADIDMOaDDFaTgcAO/etXzD77ghtZHJC2kv5jzMMI4kiy7EAJDlRoC/CbPv0vbtvW0YIk5IgPLNqGSggKSLLcLIs0Rs1voC37NC278x7QKPRGQ3mZ1Ytk2WJEIYQEhSDdP1oh7Ovqmb/wjnfi9QbZUV6ZtUyUQwyHMcA8QeGxiSPB4Ce/rb65prsG79jMsbYB2zPrFoWCPpZlmUZzjvkmXr9HABo7Tjb099505QFsdEJjS01z6xa5vN5GY7Vcjq3Z3DR3HsB4GzzKZ/fM8U6OyEuddOOt083VNJr/Ei90e1x0Il9J+sORegMWcJkS0xyafmmg1WlAckvB6WIiMghn2fOtBwAOHKyLDEuJS01Ky4mafOOgh1lH0myKEmSVqPz+4fo8lL7K3dmChMT48bExSSt2fyaTquXQZFFkeM0siLRcIQCYYlPeev9pzVhgTAazbSo7xeBsKS9nP84w7CSLLKEAwIpCZcJBCiyKDEcJ8tyUsKwQGg5nWl4IEQxkBA7LBCh34l3yP3Ohpd6+ztDgUCj3pe+w4rlB/7xebyu2oaq2oaqX72Ue1H5gR/84vxb707XAG2z9Inp28s+rG2o6rK10jZLH5/W2lmvKIrdYaNt7l8+tfJUWW1Dla2/U1EUSZJCa6ja+jtrG6qOnNyTu3wqbWx39CrDyw902VprG6q2l6174InptI3TNaCElR9QFKWtq7G2oer9LaseenIWbePxuhRF2bLz3R+vnEfbNLfX1TZUvV7460dWzqdt/AGfoiirP3ph+bOLaZuG5urahqrfvfmTnz+7mLaRJEkZXn7gTOPx2oaqlS8vXfny0tqGKloYQAkrPyBJEt13+bOLf/fmT2obqkIrbCx/dvHqj15QFMUf8NE2j/zH/NcLf13bUBVaE/XHK+dt2flueCAeenLW+1tW1TZUtXU10jah8gOhQDzwxPTtZevCAxEqP2B39NI2ucunHjm5JxQIRVFyl0+lX5AGovJU2f1fBMKmKEprZ/3SiwPx4dJLAvGDX8wM/53UnTvxy5dywwOBRju8cleDSL1xwrhpAHBRmfJwUUbzBOM0ACBA0lIyafuLxERbYi485xwvTKZPOC9iiU22xCY7nH0AMGInAJBkGZNkGSPJQSDkcm34pLEA0NZ1jiHM5drQ5wdHT+7lOM3l2tD3g0zGmIHB/su1ocu/0SvoEdswDBMaQJMxZsQ2Wo2ObudYTZw5ccQ2oUAwhEmypI3YJhQIICQtZfxlAhEfqoA/Pn2S2TTCOqg0EPRBxZcFQiJw2UCE6DQRX9oGjSK4hqqq5K997vTZIyzLpSQKnT3NAOD0OPRavUajG5M8jq7L7HQPREYYOU4zJjWzraMeABzO/iijmWXYtNSs1o6zAOBw9kVHxRLCCLy1ub0OAOyDttjoBABI560t7XWyIjtddpp06F6yJDm9g3TlB9qzKAa9Phf9D8Enj2vvagyIAX/AGxVpBoDkRKGrp9kf9AWDfjrnL9Eypqe3zef3iJJkjDQBgCUuube/a2jII4Fs1EcBQEy0ZWCw1zvkVkAx6KMAwGg0u90Oz5BLAcWoN8GFOsNu9yAwhPZDn8e6PAOgQJQxJrTYtNvrBEUxGqLpLgDgHnISBQyRJtotAHi8TkKYSL3RHG2hD4HdXjfLEH2EwRKbTGvZu72DHKuJ0EXSr0C3aDidThtBvyYAuLwOnUavHTEQKZltnfUA4HDZowzRIwaCDjsA2B02WkKShkZW5EGXPYYGgs9qbT8ry7LT46CBSEvJbO0cIRDBoH8oMGQymAGA/lRESZyYddPPf/hf/98/UfSNwSt3VfmX+//T7ugBAIZh6Gr0hDD09UVCzv8jD30YoQ3D0KkdodJahCGKrIz4IazN+b1C/YT1HDpo6DQubXPp0Yk8fC8gDAz/QICcr7VCyIWVLgidT/LFhgtbwjdd6y4EmPMTVy49h9B3CZ3wlYbi4hH4lgJxcURCbWLNX7JsExpdMLmrik4bkZyQ/m2fBULo24flBxBCSIUwuSOEkAphckcIIRXC5I4QQiqEyR0hhFQIkztCCKkQJneEEFIhTO4IIaRCmNwRQkiFMLkjhJAKYXJHCCEVwuSOEEIqhMkdIYRUCJM7QgipECZ3hBBSIUzuCCGkQpjcEUJIhTC5I4SQCmFyRwghFcLkjhBCKoTJHSGEVAiTO0IIqRAmd4QQUiFM7gghpEKY3BFCSIUwuSOEkAphckcIIRXC5I4QQiqEyR0hhFQIkztCCKkQJneEEFIhTO4IIaRCmNwRQkiFMLkjhJAKYXJHCCEVwuSOEEIqhMkdIYRUCJM7QgipECZ3hBBSIUzuCCGkQpjcEUJIhTC5I4SQCmFyRwghFcLkjhBCKoTJHSGEVAiTO0IIqRD3pS2CweDhw4e/gVNBCCF0NW699dbo6OgrtyGKoly5xb59+1555RWNRvP1nRhCCKGv7g9/+ENGRsaV23x5ckcIITTq4D13hBBSIUzuCCGkQpjcEUJIhTC5I4SQCmFyRwghFcLkjhBCKoTJHSGEVAiTO0IIqRAmd4QQUiFM7gghpEJ/B50oi6H1MIoAAAAAAElFTkSuQmCC"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "function plotcrecursivetailcalleliminated!(p, order, x, y, dx, dy)\n for i in order: -1:1\n x, y = plotcrecursivetailcalleliminated!(p, i - 1, x, y, (dx + dy) / 2, (dy - dx) / 2)\n dx, dy = (dx - dy) / 2, (dy + dx) / 2\n end\n\n plot!(p, [x, x + dx], [y, y + dy])\n x + dx, y + dy\nend",
"execution_count": 4,
"outputs": [
{
"data": {
"text/plain": "plotcrecursivetailcalleliminated! (generic function with 1 method)"
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"scrolled": true,
"trusted": true
},
"cell_type": "code",
"source": "p = plot()\n@time x, y = plotcrecursivetailcalleliminated!(p, 12, -50, 50, 100, 0)\np",
"execution_count": 7,
"outputs": [
{
"output_type": "stream",
"text": " 22.997004 seconds (6.69 M allocations: 381.542 MiB, 1.75% gc time)\n",
"name": "stdout"
},
{
"output_type": "execute_result",
"execution_count": 7,
"data": {
"image/png": 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"
},
"metadata": {}
}
]
}
],
"metadata": {
"_draft": {
"nbviewer_url": "https://gist.github.com/cdcc657728cf1f53a77410aee16c2d39"
},
"gist": {
"id": "cdcc657728cf1f53a77410aee16c2d39",
"data": {
"description": "C-curves.ipynb",
"public": true
}
},
"kernelspec": {
"name": "julia-1.3",
"display_name": "Julia 1.3.1",
"language": "julia"
},
"language_info": {
"file_extension": ".jl",
"name": "julia",
"mimetype": "application/julia",
"version": "1.3.1"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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