{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# A simple introduction to spiking neurons\n", "\n", "Spiking neural networks are considered to be the *third generation* of neural networks, preceeded by McCulloch-Pitts threshold neurons (\"first generation\") which produced digital outputs and Artificial Neural Networks with continuous activations, like sigmoids and hyperbolic tangets, (\"second generation\") that are commonly used these days." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Artificial Neuron (AN) Model\n", "\n", "The standard artificial neuron model used most commonly in ANNs and DNNs is a simple equation\n", "\n", "$\\vec{y} = \\Theta(W.\\vec{x} + b)$\n", "\n", "where $\\Theta$ is typically a non linear activation function such as a *sigmoid* or *hyperbolic tangent* function." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 1, "metadata": { "image/png": { "width": 300 } }, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", "\n", "Image(filename=\"AN-neuron.png\", width=300)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Note that the output depends only on the instantaneous inputs. The neuron does not have an internal state that would affect its output.**\n", "\n", "This is where spiking neurons and spiking neural networks (SNNs) come into play. They add an additional dependence on the current state of the neuron, and include explicit temporal dynamics. They also communicate with each other using pulsed events called \"spikes\"." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Leaky Integrate and Fire (LIF) model" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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BPW39lGWn2nHjWedTj5sU1LXHB+aJJ+u1ZJ3IjHVPPMc9lpw3lTzHvRYR17LoME9HIzXK4WwIP56+lPFbR0fyw5MT+cbX35d//pcPVtl6U1cDSabSLpwA34zMOvY4qGueGMsfaX+H9RTrDdUF3lYu/bhxpp5YhZD0BTL2c6YtelmwnLlveFmC+oUYHRFUeV3tqVutrlkvZ5pCQb2LYOI57rM+/ajjHqe//OijtefbqL+fovg73XU5xqaROnbPcf062kDHmbPnuKeiXTmkOJeC46AkBbMgCn3Pcf9bnowiKagXuVlk1jnGr73Kl75oUO/iB2ar3uqLOFvvonnjEINdgcQg1xUnymsksNfZscWoNsmqFkkM6tpJ4t7I0tOqTh7Hx04J3mkBsVK3+zZ/3EMMJKbffvxxox2UUFkfJ0wfpcrNHY2boBuT81puktbC2K+bZ5ukwJxj07OUMqTVlf8ia8dp1UdVFHmvR1CfuxQR+bOvfLX2HdMZqRaHqsol7LogU1FHxn6b1KpBz5L1x7blOYKu2VzwsmRriufx8czymeUyn0so241qwrW2nue4N0EU7niOu5G1G6/3pstseaCdYdYEUbg3gpPToIcsSKnSHPR3a5K6+jEN6UecVlbPcW88x2Wm+hrEJ+gha7LDXtP0jnJtv4YRT7RRel8M29uAAl/sbaPpKHoszqjj2ZPix9/4+vu1zag0Antk6d0jsDesZBv9SvKcWFRmddDE8bvURD277h33sXwSXq/q3t9xH8s//8sHq8d/+53vNnr8PtKrWhkTph8qBfauzsxkBPUYU5Oz+Dvx248/bvQ45s3UvzB6o3766ael9qtl+71t/pmG32S/kLE3I+zy4Hl7/rZRlrEzJ6OuOkhYEIX7lXbQMs9xt7v+LhWcSrNQx8MSmt4/MC3qZnQjN1H/3//n6xv7zXqcV1c3HTFeZOwjkxUcPMe9HmsAyTP+Tlm//OijtdEdf1eyyiVN15kvxoPAPj2dXzo37FakmTbh+uiO737xS7WMH0NLGgDIIa7W+MHxSemql7ZQBYMmjDlzg2EMvUzzioNln4cE0LL1MB6XCKgDVTEj4jnuhRoJE0pfqzr0chHUUTcC+7jMgig87LoQfaBfmfQtuBtBvddXUMZQAbOuy9Mkc8DCPlWReY57nFQe2/ME9hEpMtvTFPQxuA8lqHuOe6oCxmNtMoyLosGuieCogq5f93577kgbYPC10Wt8YxA8AjtGrU/BfShBXTkwh9rVAkvq/LxD1dfPxHJv7Inea9w2jEMjE20AfaIPwxyP9dK2IQX1jCw7FG3CajPo2IboNmch8yyT0afNHayqgC6M4bRfeI77Is8cC8Zx90SbOD7vnMVq29VcxWnDemcNJ66uNjaG887zvUh6T01k7JgEM3NvK3v/4z/8o0EFdc3S9mSRG73xa02Y1/RUfz5vlY22n5dZA+wlHPei6HG1IKoH9UtjPxdJyyxl883ypZ1QbDO+pe1fhMCOCVE/hJP48TvuY/nG199v5FifffaZvOM+ls8++8w8/lD8e5M7zzs9ZdfHTcqM9eG21bKZtnhjJrm0/Rd5/Z7jnudZj6oY1CZuNdHnoVuDKHwuahYtkYehAuqctPrPvvLVjREmBxbQY8einQSHJquqoqDLpP2bbLPGpZWxRPmeScJUnToCe03G2vmn4OuK6y5rfR9sZVA/nGWgTWCuteIIs/ZpuxTXq0yKBPmkap0Bfx+Wsp6BrnTUBLDQvMD6Z1v1d2mbJlM/Ro7jn9qaIFcpl7k/274I7ANlC2xDUMcJUF0ZXIol+OQJ6sb61rrWKnXwAw7oIvJmDlnLTcwnanndJ+6NTnVqOOB4nmNb9cOfi4iftt+koKwd4yhnEV9V+N4eyMONYv24jSeBBHak6mmQupCHca9XdZnqB1x6kgojgL2WAvWk5vZjYFYp6M+b6xrr7IsRiG3VEhn7vRRtknhLgD4TkYOEK7lzeaiuiN0ayzNfjymIwn39RGc7YSQlCAlXmuZ6hRI0/XV7jnstxmsUYayY2hhv9ky0JlWxtC+2bbntS5H2pTL3rXdokIe2r9b9ZzXdylvutHrHpOPkDRyWMrwUkRf6vscWXMeqq89qiN+RrDInLadVTAPim4cpTa5iO9rywxJNvpa2fVueS8w+9ZNAUjZirBtmva6k5UlNtXK8T2tlUOstzddQlz51Jcd0qKuCbeP799xz3OOk9ZN+MwT2Flmy01vt77OGD79qCaL+Xx2vSBYTNDBgVZlAara8qSsT80Y4wTcG4zKIwluVXF2IiARReKJacm1I+85Txz5y8Q2iIApP9DO/fme9yww1b/Mwvfeh8Xzdo1kyOmbDuqoO6Xs1jNE2vlKjCAL7QMQtEgo4yduWt+svfFYdfYaDGrN1fXS/i6G1OMKwxc11ReS66neaqpgOeY57o/29EdSM515bdjFL2nfC5dut57jP5GG8j9iySEA1gl+bmf6FPIzz0QjLa5k1dSzARt1nCutIVAjsHUuqhsjqZFEgy9Xr8XdE5FyvJ1dZ6W18HFsTt7xlyks/RtYxlaU6/jKpTFVwsxRj0+s6pzEbYtMrm6G/DnXVZO3ZOOTXhWkjY0dpQ8901Q3ZQt3VgSHg5ilyU/Xza70Kh5rVeo67LZZOZMY650EU7rdUJKA2g/xRAlWV6AwGDAYZOyZFZeo3mSsCA0YdOyZDdWYiqGP0uMzEJFS50Ut1DIaGjB2jlxHUX7ZWEKAlZCKYPL2DWNZwysAQkLEDGtvwwUNvr4/pIbBj0lQrmQ1k6RgyAjumLm4lszHAmAruO+0WBwBQSY4ByFbrtVEeoA5k7EAOVM1gSAjsmCw1CBgwOgR2TFk8CBj16BgVAjsmT59UHBgDAjsAjAyBHZPkOe5B12UAmkJgx1SditDaBeNEYAeAkSGwA8DIENgxOZ7jHnddBgBAjfIOIwAMFRk7gA2c+IaNyawBg+e4FyIyM5+PW9DoE3PUcCxfRF70qXUOQR3AoHiOe55VFeM57oW5fEzBLuu1jOm1ThVVMZiaZyLVsm3PcWfmAGJpJ4scJ5JZwt/3nuO6Ketu7DehbBv7t61nKZdLkB8mAjuQwXPcG+OpC3kzgJh4jnsfT8phy/Tj6fY8x32ScIgL/W8tYL8UkWtjnxee4x5oxzQz7Atjf+b+X2j/v5AEap/PROSE4D48BHYggRZgt9My/HhZPJhYHAhV/bm+3mXeY6uTgZ9w3FPtmLbgnrbfvfj/+O+U458EUfi8yP7RDwR2TIbnuNdF1o8zbZVtZ9ZLm+sEUejHy4oeN2MVMyAnBuiiCODjQGDHlLgi5evXbUFP1VWvqltEZKkvV8+FA2s7/9h8ok+tdpCNwA5UcyEPdeGxmblCEIWPaw6MaXXoy6o7D6IwjP82b95iGAjsQIYc7datNyE9x90291FjmQ7U/9d62eJ683jYhJSWOtu259WyU+0Y12Trw0NgxySUCax665Sk4KbfvPQc90ZfL4jCW70KpsYAuScix2q/rrlf9fhIbzljeCoiN7b3RK1/oJadEtQB9NbA6rgTqdcx67oc6DcydgAYGQI7MCwvRSTsuhDoN+rPMHp6FQx1xpgCMnZMBkEdU0FgB4CRIbADwMgQ2DFqY2jiCAAAAAAAAAAAAAAAAAAAAAAAAAAAUL87372/8+mJCYwFQwdARB6Ce9dlAFAdQX3C7nz3xnjsd1QUADUhqE/btojIlr8ah/xFh2UBUAOCOtZQDQMMG0EdIrKWrRPYgQEjqGOFwA4MH0F9orSgvTQWnVnWATAQTNQ7UXHA1rNz2/K0dQD0D5k6rMyqmDvfve6yPADyIagjkZGhu1THAP3HZfUE3fnuTEQuRPJXrRgB/XDLD8/qLxkgMt+dm8nD88XV4qSTwgwQQX2CtAC9t+WHyxLbiQh17aiXJZhvWFwt+M5l4A2aoKybpHm3V263/HCnloJhsoyAvlxcLfbU866ImPdzXi6uFn5LRRscgvoEVQ3q+j5iZO0oSw/oaZm4mcmTtdtxo3Tkmrq5ueWHjywtZLiRikLmu3M//jsrSC+uFo/0dfJU10wRQX3E4iCrB9s7372o8xgqsC/1YxLcUcALkWJZtxnY57vzm7T1p4agPhFaoJ2J1FtdsuWHe+b+VHDnx4ZEVTJtFdjP1MNtsvY3qJMasbSMuck6cMtxuZmKDXEgrlo3nrdOfirI1Ceg7ZuYZn27iGxTLQOdXpdeFfXs6yZ/VhsrVXc+E3kT1Lsaz8UWzGktM211Zem2fSo7i6vFbV37HhIy9fGaiawHz/jvHmTu3FBF7YwTxM1Us3aypZGqoy16UxKCebjlh49bLwxyywqSebPupuvA57vzAxE5bfIYfTapFzslfQ7qsTvfPRKRY/P5Ppd5ikpkvIeLq8VZ1v6aDrZTvYE6mRc6NUMI6rqkqpihlH+s8vbiVG3Ft42nrd352wrq+rHaOl4fTOJFTs2d7/qiOnUMLSje+a4rm2N9iMjwXsvQlQ2IaSeC+e78VEQOiu6ziqkNLzDqFzdVQ8vSk9z57msReZKweGfLDyfZuqEN8935tojciJQPgrZg2maWbpTlXESe6WVp8/htGu0Lm7KxBHXdne+u/ShNY3qtfaAF5L3F1WJZYT+rk4Ouq6A6heqYUb6oqRtjUNfd+a41UMTG+rrbome1dQU+s869y4A69uqYUb0YPBh7UDcxDHC9mqwime/O7/sQROe785mo2b9ExhXYR/NC8ODOd5+JyLkIwQ3FTaF6QjfGrJ0epeNzrv7f67QUGLQxBLc81Otc/VbGMJQvQX2kisw9CkzZ4mqxNE5i2yq4J7W86jWCOgARWauKuOy0IB0xZ1YSkdcquJudqnqNoA5gzeJq8bTrMnTJEtxvVHD3uypTEQT1Ebnz3UFeLgJ9ZAnuL1Rw7/Xoj7/XdQFQq9fq/8NOS4HB0QIVI2Ua4sCuB3Pt76eLq0WvqqsmcYd7KqbWPh316ar7/hAlZep9ee/I1AGggKTp84xgv1xcLTppVtyLMwuA7uhd+PuSbQ7NfHfuSsLoom2/p2TqAAjoFS2uFqFoSXKXN1MJ6jXznPVxSIKof/XbcRmLlK3MNl3xHPc+rZxpy7O2BfLo8gRJk8YaqcC3E0Tho/hf12US2TzRiJQKzrdtvh7Pce9t5a5jv/rraOIYQJcI6jULov5P3FAmOAdRuNNEWermOe5ByrIL4/Fp0rpT0fc21yiO6peaeY77OojCp8ZzG1UX6rlXQRTuq78vRZvlJyOb3IlPHnHmaav28Rx3Jmp4Ub0M6u+XQRT6CfsPgyhca6+s1lkGUbiXsE1WmUVEngZReKmX2zyG+VrU33tBFC5zVm2lBepZvI15jL5cVbVljKMT4gFBvUZxQFIB4ySIwuf685b197WHT/SAowcaW/AT7aaMrUrBc9ztIAqXIvIoow7ZtR0j7+s1jnluvKbVicNW7rT9JtXh5yln3nWmGMwxfgT1mhmB+cgIfDdBFO7YLvv19ZJOAqr6YJa2reZG8jVZvRaRsxzr5bE23Zwe0OviOe5FfLVQcLtrEQnrLs9QkZmPF3XqDdGC+7b2OB7t7aBoyxOVVe7l3G5ZsKyDGFZAvfaZej+KjnPjmlVKwBgR1Jt3VGXj+MZfwWqCWcFjDOZmmdaq6HXmyinSbqj2gee4x2a9f9pjIEZQb5hZBVH1h5hQLVO6yWKTdcqWG56Fllc5Xg4bVWBd1rFbgvQTs0ou7XG8vee4a1VgmB6Ceo20H9a9LUAk3fhME0Thmb5v27b6DdqkdTIyu8dm2fOWL8Ohvj8zKKW9LrOVStZ7a25nces57nHS/rtgHPup8f4Uum+g9Y14Fe87vnmdUYYLs6mnvqxIGaYs7T3M+z6qz8tNWlaheGhKE5fMff2w+1iutDK1XV71XbCOFdLU8VLKce857kY1YR8/wyI8xz1XzXrzrl/69aa9vzm33zauXJ8Yy3OXjUy9JXGWSBO69uStilA/mMZn+9F/mCqrbu3GbY7v3UPT+KEAACAASURBVHHG8iFqtSrKc1zfeFzkJHFjfEbmPaNbW6s5G5o0tueIgN66c9GadZaosqnNEOq6s+4pmCcl83nzOb2Ky9b3wAh6t3qvZXMbc/9ZZdMeX3iOm1jdZqvmS3p9WWUQkRci4tv2n0Zdsd1qj/WyhEEUPlZNoe+FCXAwdV1XIXR9/Cx6laBZVktrm4OUZVnbzoq05inS2iejamlmf+Wbddh5buanHCu1tVIa23uXVZY0VL9glLJuqLZVhq6OXdJJWpnjm/axgq/vIq13cFIDgLTlNUm8r2F+f9LKEPceN56rUmZzqJHcTaOpfsEo9aGqqw9lKCKIwuee4x6ZwSyuy63rJNXAye7SVm1Sx7HLlLWO1xePkaQ5FpFcg+oR1IGadX2FUEXCEBVRvKymwyylYAe5NIEaQC/r6iyjTj9p36Vec97tvAKd4IKcI8BS/QLUSAWKTuamrJNxc9Cvc9+2NvhJ7bML7tcWSM3hJArdaCyZ2S+LbFM3MnWgRkPN0HUpA8rFz52JNn6RMTppbloAnMX7KVNe7URq6+Rz7Dnusdr3rYiceo4r8tCj+ExEDiz7WnXm0l7XS3lo3ZJZziIdx4IoPLM1VbS1Hsq7TwA1GOBN0VJUK5ZZwjK/xP4qjY2U59hmc9KMdWdmx5+sbapKOIHO0pYDo9HXL3hfy4V+8Bz3tee4N57j+rbmminb8b3CuPElx9DYAniT32Pq1AdOXRa+6ODQh2a75bZQx4ihauN721pQ3/8guDh/3xt8q4A+6Em2emq7waNcBsY8rXXrS2DvSznQf57jzoKHKSYb1WamPsu74v4Hwf35+94gfij7HwT3IrJ3/r637LAYL+tudpZGBfODlFWeJJx49tr4UreFgI48tFZCS/O5JlD9MkBdBxI1/V1ie9+UK4kL1ZxM31fp19J1UO36cwBsCOqoXcIkHc/kYdRE83nrqHl5dRXYuz6hAEkI6jXouOplENSMPGtB0HPcG3kzGXf8nB7kT2wDJZkIsMAbBHV0Rh8/W8Qa5I/0zikZ42nfmPuri+rCfqAeLoMoXHISQV8R1GHVRfZrCfKJY3RbbHuO+8Qyul0hOVoWvTDvCyiPgygMqxwbqANBHRv6Up2RNPtMitdiVPHkUVMT0es42PfhvcN0EdSxoadB6alsztu4ocgJyRbMD775Tfm7+d8XKtjvPv1U3v3ilzb229P3ESNHUMeKqtN+nHfc5pZlBvRYVmC3BfNPwsQJcDL9/ttvr7b/tw8/lL/5znfXjkNwR5sYTx267T4G9Dpnn9Gff1sF4yoB3fS1996TT8Jr+dVvfr12TM9xc5+UgCoI6ljpY0ZZpb47bSLgT8JrWf6v/6pavERvvfWWebJI6mUL1IrqF4jnuEPP0FPbs+v7+ccf/0j+9Mtfrly2vOLA/o77eFWWPp48MR4EdYiI3EiJViN1MpsjWgL6TpkTj5mdd+WT8JrAjlYQ1CfOc1y3JwFm1RyxrqDXl4Cul4HAjqZRpz5xfekwo80HuT3GgB7Ty0IdO5pAUJ+wngaVmzpbivQpoMeMwG6bLBkojaA+UT2//K/UUiTe9k++8IX6SlQzLbDPOiwGRoigPlE9DugrVdun//O/fFBvgRrS0ysmDBRBHX2yNJ8oG/D6WO1iGkIZMTwE9YlRNyN7GU2CKLTOYWt2HEpSNeN9x328ap2SZ70862b5heoARbZenppSsrb1qpRj/4NgVuf+ymxHUJ+gIAqrR6MO5A18bWXAdRzn999+u4aSAG+01k69yETSQ5l0Wll2XYAiamouOBORTlptJA2S1VamW0d2bjr45jfl7Cc/6fvNa6shlnns6HxU0fn7nrXKoI88x53pM5qnrLcxzVzfJAWTIWXpsb+b/72c/eQnte2vTXH/AgJ7fxDUJ8L2w6shu93Lc5IookiZ2h7atoksfSwYZvhBH+YrJqhPR1gkYHbx4yx7klFXFq1p4mrgH3/8I/nrv/yrwVdnqM+w1Dg9qAdBfaTyBsihBhDbVHd1BdtffvTRRselOEt/6623ajmGqc2RI+sWV8FoT914jjvY79bQrbV+GUuzKnMc7S7LosqQ2EPSc9wLz3EP6jpGWvO/IAofmf+qHrcueT6npsv9raMjERH5xtffT1xHn/wC6fI2RUW9Om3SOKEP/HUciMwvumqbfVpmp57jXmv72xgvJT5m0UDYp8+lzRPQt46+bX0+ztL/4r33mi7CKBHc2zXK6pe+ZaCW8uxU2F9iyxTb6y76XqgfX+KEE02w/eD79BnG/uf3v9d1EXrLUgWzgZup7UgM6nEwMj6o/SAKX6UsFy0jnYnIhaXu82UQhX68XdoHbWS0j7Tn9sRoJ20eJ2F/T0TLms1jWI5j3X/StknrWdYvVOfoOe6RiBzbltX9A+n4B7dM6lXalThL/0WDU9/1mfodm2zPOQX2Gf8OnuoTo6AeqZm6Hhw9x3VF5Fq0GXLM4BlfZuUJDFntW9UH/yqIwn3L4o2TRc7jbgT0PAE+7TUY2659Qc3nirbpTasbz7t937OioWRvbfb8nFBVxWvPcUWk/5//kGTVqZ/Ef+SZTKGBD+ZZnpXyHNcSwK09Io2brLmaymmB6amlbBvPFdmntp9G65a7CiR9u2Gri7N0Bt5qRh9v2I9BVp36/2mlFBbaTDiVM7mEgDVLWWYe/zaIQms9eJHylQicZ0EUHhbcZoUfyzAN9XMbezPaoaj1RqmqohERkSAKl/GlVVlmi5GyXwYVoLdt+0jbZ1L9eqzkCWctSKsREzc6arT9xeeHtm72xS+JCFl6Xp7jWu/56PiOtaPuJo3X0sEAV3E2nbZO3MOtrjrcuPqm6H6CKDwznnKTrgLK8hz3Wd6saUL1t7nEbdU//fTTjksyOEdJC6hiaVflTN1S97uXtlxE3rUtzxqXJMfyzMCoV6nEX7S8rV8sZuZ6+rYZN4DjsrhZZS7pPGd1kN/Q8QfrW0fflh+ePNxKIkuvhkA+MF11KBhSR4a87XZRTfyd+Oh//+/7IRvSd1un92RW/zKrYurUp0ky+rA/JslogJGNJ9bHk8nUZkckvXt/HeLWMOasR/Hj3378cel9x3X4Q6eugFvtvIZ1BPUG6ME6KXB33TRxiBlhkjZGBPy3Dz8UkYcAHlfLxMH8k/BafvWbX8uffeWrpfcf1+EP+ET/asBlH5XSdepdfYB9/+J4OSei6JLWKxc5/c13visib+rZPwmv1wJ8U6M39h1XnP1Dpl6/TqZ5i+Xtzdv3E08J+yLNTmSh3zit8zhDnnyjDwG9wPSXLxstSPP7BzapdvGjFN+oa+omZtrjv/n/vlP62EO9QYp+IlMfEc9xD3IEB7eNsnSpi8z3Xz/8sNREF0PO0tFPBPVxOe3D5XBXun7t//jjH5XetuuyYzz4ImFUVIeqFyL97zykZ+kEddSFTH1CGuzB2htBFPrx332u2tDb1BPQUSeC+ojkqE/vd+paEz1I/q1qitg3v/zoIxEhoKN+BPWJUNUSk2mbHgfLf/3wQ/nss8+6Ls4a7Qqi8U5TVXiOe653/++6PE3yjMnh+/Z608pjLiOoj0jGMML+CNumZ1mKiPzxH/5RbwK7UY9e6+icdVKB4pk+wmKZQNdEcGwo4G5M3N4XWTO0mQjqGC01YuityENg/+u//KtOyzOUG6O2kVPV35d9y2DrMqbhgUfxIoA0nuOeizY1YtutYswbtn0PHllDRxuZ+0v95nS8XM03MNO31efoNU4Oq33YTiiWY67t01ZGc3nCcVczi5nHNY7pi8iLpGzZeP5GRLbzli9tvbyv3fy8ap35COijQE1eHv8o9DFbmmYE9KU538AQ5RnvJX6dtnUTqhP8PMfWTwxFy5Zw3DzTRW4E9JTH2zneG7MMZznKkHvieqpfMBn6j8EcPrdu5v7V5f3gA3pNzswn6qzW8ZInjL8setyEE8GraiVcP3bSPMSe487K7JegjtqU/RK2Sf1AVz+iuoO7bX99r24podJ46ZYgVttAWOq93rZN1hFE4VNj9dSTbErAf5bSKugsT2uhnNNqXoiaK6AIgnoNPMe9GOMNpBJN2WofodJz3JlZBs9xT23lylvWIArPzB9THIzfcR/LD09+kLt8v/v007VtjeMM9uZbWke1IApPtIfvJq1XwIsa9rGive+J86Yqqd/XlFY/h/ExzM84iMJD9ThMmyBH339GGQo3eyWoD1RLJ5FQ1JC2dVAniVmRbRKaYR7Y9i356kf1fcc/yLVo/MOTk7VAnfbv3c0Zi14NOZgrS7F0VEv4zs205VlBNG0/cUZa6/C1nuMeZBzXzN7XaIE9bvJ4KCKnWccNotB6+RePklrm+5GQyNzIw+90hRulSJT0xeyrIArPSm4XitYSrMQJc29MfQCCKNzzHPcmq5VGfOOuRFXDjqUlx6363/cc90XZ6gvLfs/M8hrLN+rZTfp2QRSe2a4UC7Tld8310gK8tz7pzomIHFluzK5V0Qw5m+iNuPmW8cHuiIh+w2Yn/uImNK/a+GKUbdaVcHMnsdlY3nLY1rOU60y0TDrvMZTnxqW99bUnHPe2rs48nuM+yfNjR3F5Wm+M6bhVZbXmEUtCQfVLc260y/AzWQ/wqw9Lv1RXJ4dM8foFL/PX6i3NIGmU45ltB/oxbScl5YmxL/MEtWde0mr73AjoedUV0JXe9i7EeMW/lSJXirYrRIJ6Q8ybJ5ZVzLrDSzE6a1Shf0EKZihLETlP2p9l3TV6C4Mc7XVT6zNtZci63K5qjDe80X9Jv9O031DSMurUu7PUHwRR+LSugJKSRa9l4aqnXJFAtqxcOINRX1nq8riuy2oCevO6qgIZYtVLWWTq3flz/UHTAUULnuda9Y0fL0tqomWYZTwuXTZJaQImsnafohF5q76AhrzyHNevo+6foN6djeZfel25/rznuJlNqGzyfkHyNEXT6sG3s9bNkBQ8/ylHGdba7NZ882tW036AwoIo3A8eRlKt/H2m+qU7e0ZmutG7TVtubYmRVm2RVgVjW0/vfZf0xdLWjZ9aSoFgqDeBS2v9k6DW9ss6ql0wJpOpZ+qTpKZIQ1O1LrwP0gL6kF8XpovqF+Rm6zo+5MBHho4xovoFRVxrVS8EdKCHBvujBMoqMPAXvw8MDtUvmJQiGbr3MGMSMCgEdUxGiSqXxOESgL4iqGMSqEPHVHCjFKOmWuykTUi6Jw1M7gF0hRtBmDy9vX3WGOJA31H9gknTgvi+CAEcw0dQB0QkiMJX2t9rg5qljS8P9A1BHUigBXaaNmIwCOqYLNuwB6bAMjE10GcEdUxZ3ComNWiriamBQSCoY/II2hgTgjoAjAhBHZNEixaMFUEdU3UuQrt0jA9BHQBGhKAOACNCUMfkeI571HUZAAA18Rz3nqF4MVZk6gAwIgR1ABgRgjomxXPc067L0HdUTQ0bMx9hag5E0tunZ02U4TnufV3t2/UJOurYX85jHgRReNbW8dAugjpgYQZxPZDXGYDb7vyknbDO2jwu2kP1C5DtUH/gOe7MeHysAr9vbug57pFaZh2WwHPcmee42+pvN953Ugsdbflp2vKEbWZp66nnfe1vWgkNEEEdk+E57uuSm54aGfVqomoV9P5JLX+hB0H197FaljTRxoWIPBFZjRZ5obbb1/axtr567tci8tISeG2TaMfPvdCee2FZL35+qV+ZENiHheoXTEkcPDOrPPIGMn1ftomry1TZaOs+UkH7NIjCQ8tyERG/QFn3tDr8vZRVZ3q5CerDQqYOWMTzlObJVj3HfZ1SXXLvOW7V6fAOKm5fCIOcDRtBHciQo6WMa05WHW+nnns21Gw3z5R/6BeCOibBc9ybpvYdROFOxvLOMt8iVwkJN0+vydyHhaCOqdgWKR5gPcfdzptlm+t5jntc5FgFymTejLUuV0E692QgQRQuk46D4eBGKWChB7S0E4F+I9FyU/EoHhGy7rbt2nEO9Y5E8TK1/NYsk748qUxddIgCgELG0uZ6DK8BzaL6BaNHIMSUENQxGSOpTnjZdQEAoFNjqXoB8iBTB4ARIahj1MjQMTUEdUzCSOrTgUwEdQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKAmjGIHTNid726LyE38eMtnZEsAAPqEkXiBabvRH9z57v2d77odlQUAABioRQMmyqxVN1HLDgBA96hZB6YrMVEXeahlb6sgAADAjmQdgIisatLP9OdUs5jrbkoEAAC4zQ1MkK3WXG/2krUcAAC0g5p1ABuJuC0xV7Xsz9orFQAAoKYMmJg73z0WkSP9ubRa86S269S0AwDQPE62wMSYyXfepDulw2m45YePKxcMAABsIFkHJqZssq5tfyMi27Zl1LYDAFAvTqzAhFhqx19u+aFf4/5WSNwBAKiOkykwIVVr1VP2OxORi6TlJO4AAJTDCRSYiLaGY7zzXV9EXiQtJ3EHMATz3bkvKbEsyeJqQYxDrfhCARPRVK16xjFfi8iTpOUk7gD6ZL47PxeRWoeoJXlHVXyBgAmw1Xa3nSirmVDdlFV2tvzwtqXiAMCa+e7c2gcnb7I9350/E5HztHVI3FEGXxpgArqoVU9z57sHInKassrllh8+bak4ACYsIUk/W1wtDivuN/XOIok78uKLAgxUkTbofUvWTWmjyoj0r7wAxsGWqDeRRGc0r9lfXC1e1X1MjAcnQGCgUhLc2y0/3ElZ72zLDyvVGDUpK3EXIXkHUJ0lUT9ZXC2ed3DcFWrbYcOXAhigrI6bytmWHx72vVY9zZ3vbovITcZqaxcnAJDFkjAfLq4WZy2XIS2+7SyuFvThgYiQrAODZEvA73zXFZHrrG2HlKyb7nz3QkRmGauFW374uIXiABggS6K+XFwt9jopjEJtO9LwBQAGKK22PK3z5pATdZscI8yIyPheN4By2mqjXtZ8dz6ThAnm+lROtIsPHhiYvG3QbU1lxp605k3eReRwyw/Pmi0NgD7pe6JuSqltb6VtPfqjt19SAHZDboPetrxNg5SnW3542WBxgMmZ787zXkA32kZ7vjs/EOOOY58Tdd18d34jItu2ZUN5DaiGDxkYkDvfPRWRA/05kvVi8ow2oyGBB3LK6DBZVi1JvFlLPdQkN6W2/eniakGsGqlBflmBqaJWvRkFE3g6sAKatM6RyvPF1eIkYdvMWT8NhZuADK35Sx50SJ0WPlBgQEjW21MwgRfp+fj1QN1SEsZGasMT7C2uFssi+xlTMjvfnbuS3NSv9eEo0YzRfGGBsbMkj8stP+x0uLGpufPdYxE5KrjZ5ZYfPm2iPEAX5rvzjeZ4Is0nwXmSd7MMlm1eLa4W+7UWrCeobR8vPjxgIKhV76+ck1TZvNzyQ7/m4gCN6VOTkhzJ+5kYFxVTSVpJ3MeFDwwYgDvfPRKRY/05kvX+K1kTv8JnjD7pU6Jumu/OfRF5kbZOX8rapvnuPK0iIVxcLeh/MwCT++ICQ2RpAvN4yw/DLsqCehQYE15ESNzRrT4n6jZDK28bMu5EdD6LK5JN+osLDAVNYKbFMgvt/pYfvuqoOJg4S5J3u7ha7HRSGNQiI3Hn8+0ZTvhAz9lGJSFZB9CGKXXQnKqstv9TvyPRB3wAQM9Rqw6gCzQlmZ48nXYXVwuGqG0ZPzqgx+58dyYiF/pzJOsAmmYbnpFEfVrmu/ONgQ0sHi+uFmELxZk0fnhAj1mawOxt+eGyi7IAmI4xTySEcuqapArF8eMDeowmMADaZknKni+uFiedFAa9lTN5p7NqDTjxAz1Fx1IAbaOdOsrKmbyLMExkYfwAgZ6iVh1A22j+grrY+j2k4buWjDcG6KE7390WkRv9OZJ1AE2i+QuaNt+dX4jIrOBmk28Hz8kf6Kk739V74r/c8kO/w+IAGDlq1dGF+e7cFZHrkptP4oKSHyIAABNnqVU/XFwtzrooCxDL2w5+7BeWv9d1AYA8PMd9LSJPtKfCIAofd1WeofIcdxZEzQ/92NZxpsJz3Ccisi0iUvZ99ZyHPhBBlL85VZltMA4k6uiDtCR8vju/FhFXRJ62VqCOEIDRW3GioNkLonDpOa4vIi9ESCJinuMeiMhp0vuhkr3X8eMm3zf9cxvr59N2Equ9p5dBFBY6MWnb7gdR+MqyfCYisyDabGalXSSfBFH4vFChMRiW2sv9xdVi47sCoBujPJFi+KaQ8NWJGtD2dPHdLPv5Zm2XZ798t8aPtupAv9EMBqORN4myrWc+Z9ZE59yvL6rGP+92trsEljsK1n2oGtEL47n7pG20ZS9ttahqnY1RaPK8joQyLIMo3LMty3ite0lNPSzbW0cWKPJ+Z7yGVVlsZTWeWyt3ynt5G0Rh7klCkr4PebezfG9SXwdJ+bTYatU7KQiARCTr6CWVMN+L5K/ZM7bxE27rH+vr2/ZjO17cHCCjLO/anvcc9z5lu6Wo5DEluboRkW1zuUoMH6Vtm1dakt+EjETywnPcrGT6Rh7acC+Nz8kVkesmaoOTLuwSyhevs5GYqyZLZeSeREQ7/ka/DvN1kJxPR57OejR/Afrnc10XAEgSROEjlUicibxJerV/25bN4iGcrDXcInKk/k/snKodV3/uaY6LBWsyZSSTvrFsqT0MbccIonAnoYa8Fmby2VLylvRa877ObVXWtfc8iMKwyfeqhI325UEUnuXdWF18xNstix48iMIwYb9+0X1h/Gj+AvQTNevovSAKD0XkMH4c156KyI1ZAxtE4XPPcY/UevdJiVtSEpNX0mgnOZLDd5MWdD26TZs1rDW81mXG/h91mahrx7/2HHft+YK7Kjz2sN6EJ2W1+GJ2WXT/GC6ScWCYqFnH4FhqT8+N5RsJuue4p7bldTGbupj/6j5eE1QbeNTE+PwPRda/J0X3VWKbZY51UpvWaGUd/dBoANBXJOsYJL0JTBCFGx2iLMnNQcLzdZRl1cmzyv7TkjijyU9THcAuslfpjVnawpROur62zkHCtokdbMsKovDMuIjMfK/Ni9C65L1YiO9QiYgEUXjZRFmGxnPcZ2ZzPMs6dS0/NpcBmCaawaCXLCexpTxMfuDqT6Ylx3FThKY70gVRuGd0hj3RmuMUOuFqr/tERCJz+6zXoI/EIg9jZ2e+ZvU+nYrIgfG+L0XkF/KmyUSfxtq+1MoaykPN9bGsT5yVNOpKKA/fo1Ptjkv8XB77InIusnq/l2K813qNdBCFl+ZIQVk12soz9f8yZ7kK07+vxvOuqO/eUO4M1cHym12bfE2NU5/Z0b3qcnVxfu057pGlE/a1iLhT+lyAqePHjl5TScOpPNSkLkXkB4FlYpeU7eOk6bBIx76yPMd9JiLfFsmdkCWNPuPLQ3L3ynbnIGVf8XYbwyYWESfv8vCe/1Mb710etmEhVfOdOBE+LNIfQdVeP5OU4SxTtt2Wh7sR2/LwvTwxluvl+kXR/VeR5wJVfcbP5KHsvvb8ajjMMSaEbY981ATte1u5/GXeD0YSQlOKfrf0PjplOuEn7DMebaz0JHR1/zb4oWGUvPVx0mv7ETeBE19+tmR9irzNeQAe6xcpZb9TU/guegnDuo5FhWRnJe8dvDF/T/quiSRV23dnF+xFvlv6ELVVB43Ic/wiw/bW/b7RDAajoY0Ss8LJBCP1WkTO1EhJG8p+78fwe1F3t/T2/msXdmNO1EUqf4Z78jDPwb2I7ARReFtTsYBCPMe9Ths1rImkuMA+00Yz2xeRc3M0uqoGH5gBXd0/EKDPqOG08xx3m0QzH1ttofactd9HRu3jgTw0XYxdynpfEhHLhUCRWkvbOnqZ0pr2WMpnlVWzWmb7NGn7LjJ3RNF5JiquHzeXjC3F6Pxf5X1os/Y6aZ9Zfc/Svid1lo+adYwKSQswHUkndhL1arSEd7tIBUiBROvGc9z9Iv2P8qqhGcORiByrdZ+bfVE0qRcydb9v5vI8zWAy+qxslFPbd2YzmKwLunidEndpdkQkcUSuJhN1URMw6tTnf1LkM2oCQzcCwEAFAxrHv276SXuq70GTita4euuz7eb5PBoZmjTp+J42a2/GKGJ6cp5Wo2pNUI33bZZR1NiqWYVKcN2c2+XmGcOOVtyXPqyr9X0w5B4ONymp9xx3u4WR3azNCo11iozIVhtq1gEAg0OC3jxVw34j+WrYV01LvPR5BJZ1la+gF9mrrLwsuH4lqnOkXmNedeZj0fYVe170AizF6iKmyc867gyuRt66Ean/d++tz2GStE6ZiexqHQCBZB0A0FtGG+OnARM0tSqIwp24835awh5o8030caQmvS17jj4NrSXqJltCXaYvlpZgNjE/xqqpSsOf9QsR8aWhRF05yl5lJfV91N7z2pt30QwGANBnp/IwDv4jEvVuBFEYWtpK25zE63iO+zplvcRt1fYbzSaqNt1QXqr/b2zHMI/T1t2bAs1lbLJmQ95IRnN8NqvmILaaZ3Whc6mW33tvJpery1qzIHXMpj6LpD4JNmdJCzxtRuygwNwoeXEbEQCAiSqanObspHksGTWWeUZ8sa2fMmpH7teRVb4yo9EkrJdrDPSMC5HEfWSNkZ+y3/0gCl8VHNVHxDJ5nN4ZNUmZRLvNi6asCwLvzSRJK0mj4tA8DwAGyHuYHh45eI57XEcHOADT5jnuuXnHQj3nWtY9LXuHQOu0u7FfAMBAkHzmoyXqXNwAKMRz3CMVP4605+JE+on5nGX7QnHac1y3zdhOdT0wEOrK/UBE3pWM244tW4rIL+ShIxPjWxu6Hp8XAMZOxdm1Zjq2sfLVc7maJ/UJJw6gBdSsFpI2EcngmJ89Cfsbcdth3hMAVdhGzMn73BCMcujG/Q+CexGR8/e92j6QJvaJB/sfBL768+z8fS/ssChNOpQcU1wXcCkPNdq/FpGwzVoCNTrAE3mo3W+ilv9YJXF5Lfs4VFwSlbyHQRQ+zlx5xLiABVCHpGYteZ4bilEm6xiceEzbpYiE3RWjFnsU3wAAIABJREFUOUEUnnmOK0EUnnVdlqpUU5el1Dy5iZphsMz4xrOcQbhPCbI71Bqeukz5tQOojy2W5H1uKEjWgZaMIVFvkmpr6BfZJs8QcRo3R1K/MTRZFVnjJ6vyXAZR+LSuYwIAxoVkHUApnuOei8izLmsr1Mx8mbPzqREC8jSteeE5bmLtfonXOsuxzpOp1LKrkV5ckWHXcgFAm0jW0Rvn73vLrsuA/JqYpa0pqsNqaqdVNavfk4x1kmrmb4Mo3LE8/+f5StjKTH2d61EzJAAYDJJ1ALn1oTa9KWlNUdQ4vWlTdG/X1XlJ7ecsiMLDzJVbVrDZUR6hiDxlyE8ASEayDiAXLRm97LQgHQii8FIShrot0MSmiAPPcQ+6uChqecQEV0RuPMdNWv5UvfcAMFkk6wByGWNteh1sTWzUtNUHVffddNMYz3FvRGS7yDZ/8oUvyD//yweVj/3Dkx/ID08yh9N/bSbyfA8BTA3JOgDUqIma6bqSds9xLyRHp9d/+P735GvvvVflUJm+dfRt+dbRtxOXv+Pam7czyRSAqSFZB2A1hQ6PdWqj+UiZzySrXHXVlNftk/B67fFnn30mf/yHf7Sxnv76+K4CGCOSdQAbSNTz62JWvKzPJ6sG3UyEh+Ctt95aK7etGQ2JO4AxIlkHsIFEJ1ueoR5bKMNa0p524TDEBD2N3ozmP3/+c/nrv/yrteXae0EnVQCDRrIOQDzHfSYi5yIk6llyDONosxSRwyAKw9oLJMlJ+tgS9CR/+uUvr16rpa173Em1l8NhAkAWknVg4mg6sE69Hzu2sb8tSfFzNRpMJ6aepNvEr/3fPvxQ/uY739UXHXiOeyAPF01n7ZcMAMohWQcmjgR9wyt5M/b3WtLel/eKJD3b1957T7723nvy248/lj/7ylf1Raee45725bMEgCyf67oAANrnOW6hsbWnJIjCfe3hjee496pGtnOe4z6zJeqfhNck6gn+4POfl0/Ca/mDz39+7Xn1ubbeORgAiiJZByZGTYRzQ6JSyGnXyZ069rn+HEl6fv/xs59a3yt+BwD6jmQdmJ5tEbmkGUCytPemi6Q9qTYdxX0SXss/fP97a8+pz/SioyIBQCqSdWBigih8FETh067LMXRx0t5k4u457ra5/4NvfpNEvaKvvfee7T2cUcsOoI/oYApMAJMcFRdE4aO8yZu2Xm0jjXiOOxORtdpekvR6fRJebwz16DnuPb8TtGn/g+BeROT8fa+2793+B4Gv9unXtc827X8QHIiIKyLL8/e9ZaeF6QGSdWDEPMd1ReRahES9Jaee456qv63DP+ahOgB3lqibCWwdxzb3+R8/++lGp88ukLBjpF6o//0uC1FBHEeXXRbCZv+DIJ4h+mVbF0NjTdZf1rmz/Q+CWZ37A9qiJuEZTdKhaptFHgKl7t2ETX6h/R2qfxJE4TLnIQ/lzUmjqHj4R5HiifuN/qDrGvXfffqp/P7bb5fe3kyGf/WbX8tbb71VtVi1SUjYb4Io3OmoSJPgOe4TZpcFso0yWa/7SkfdghlNwtM3dd76Qzc8x/XlTU1On8xsT2pJdFv0xP1lEIV+0opm05u/m/99c6XK6d0vfqn0BUMTtfRNsCTs257jbpe9O4JsQRReMikbBmim/m/tQnOUyTowZVVOfqoJx0HdZcKaF57jri5s9M/I1kb+4JvfbKtcK7aa5jKGkqjHLK/7RqioaZTeN0T7/l/SCR4iq8rSvmrtQp5kHRgRW6KuJvQp25SjiFBE/imt1nhI2rpbkNaJte/JbZqhJepJaL/ePEtn7ifa4zCIwupXjsCAkawDA6Z3ILUsKzsM3VJE9qd8+7+lOwxrSYj5ef3JF77Q8OGbM+REva67CigsqX+IS1MZTB3J+sDpw7sRxETUxCYzEbnN2zms78Maaq+pqseqwylS1Ph+x0qNCvPP//JBjUWo7q//8q/kH3/8o8z1hpyoJ/Ec9zyIwv2uyzFmQRSeaSMpJTIualP7fwBNarOJTmKy3vcEpi5D6PFv1riN/TMpq+x3Nr4F2+Xt7rpqcvluVOM57rU8jO1bxn4Qha9KHtcveczGmDXM//nzn6eu/9lnn8kf/+EfbexjiCy168+6KsuUFJnbQFnr/yFUSGCkJluzPqSZ6kjA0nmO+0xEzkXs71WRto9Nj/5Q4Xt3EkTh84R93ojIdlPfEzXm943IuL+L8fuYc/W6k4K1tvH/8P3v1bjr5o0pUUe3SiTsumtjpKfaJikDulQqWTdrMG0z7aWd1G01oJYfZ2Jilbfph7bP1a0yWxAoe1stoQPa8yAKT2z7z3i9qc02ytYae477WkSeqIfW9zShVjf11r2ewGkK9eDPG5AzPmNf1GdgrmfZv5uSuD8XkWOpafQH433P61WZW+1N3hmaUKKe9l1svYPb1957r83DVfK7Tz+Vd7/4pbXnSNRR0ZnU02dEn6RMRMYdxzBelWrWtRPcrZa4n4rIQZ7kMqlGNL4V3URTHK2cVYa3W9XAJSSIJwnb+fImuV8lw3Eb2bpfb9ZrtH1+6vkn8mZc6LUE3EjS1y5s1PuSW84LrcOM3VgT9fi5vJ9zEIUnnuMeZxzLVk7bRUuWWmp71GsrPUtmHmrfoz65WRJ1ho1L8MuPPlrr+DqlRH1Id2ORzPY5ksCj7yo3gzG/5EEUHorIoT5uasoP4TwhyXocb5tjH12Ib5VvDIifUc4XCa93T6S+15snQU27MFAzysWJ7hNjlrkbbT3f2K5yDa9xAZG6v4IXN6nJV542w2kjryQ4U7+H2mmvvfZEXbsYbfRCoA+m0jenLLPt9je+/v4qGZ9Soo5R2+u6AECWqsn6y1pKkcCYLOGgL23PtHLpY8Eu46S7hv2K57h+0V7uRue4jeY42nr3tr9TvBZVu5owgUXlZKeJobnUHYJ4n1kzja3ueCStEERh6CXMfNlBsrcjDYwBrn0Or8aeqIuQpFcxtUSd70p79LvuNat8nga6MKQOpmHXBdBZmu3U3oylBFdLpo89xz3OKkuZshqv/UAe2gWWumgpm6TnHD3jdd79aWVITVD7csJW5bR2OK243168PvTbGIdnRK/UlagzOgxG4XNdFyCNkcgtbX8nJW2qyUIrgih8nNF5NBfj9folyvFI+z9uD3+vEuqN9eoQROGZ2l+coM/ybOc57o1+cVOiTO8WKGPqvntwkZVbPMRk1+VAs/72O9/tugiJSNTRpIrx7XF8PlH/wrrKBXSp82TdlnyYzyUkUXEN6Au1/hO1bVzLq59BbImd3mmyUHBQxzs2ntNrcRNrluPXpjomxs/dlK1hThJE4Y62n1PzNeodbW2vRy079xz33Hju3uxIahsNKInnuHHn4215eJ/2PMed2f5l7Cr3qClpn6+2rNdj7YuslbW2kUm0z7/wXQjUaq1Pxb9++GFX5diQlIy/9dZbo03Us8aURzPUXeoiliTnmIK0ZjDLHMvCktuv2EZnUVI7t8WdDz3HPZKHIfdeq/bEL7V9JiaQWifKGxHZLlK7Gjc1UcfeeC1Z26qy3Rvtn7Nu1y0Tnr9NWRaX9UId80IeRiIJjbI8E5Fz8/WIZdSSeH9FPy/Nf9PKm9Xmeqk/8LQJrIIovE1qP26Uda19ve0OyBBq1EVWr+egrhOS+twH8/rHLIjCy6zvc5/8yRe+0LsZVuv013/5V+ZTtHNuh5u1AvEKU9TVbI21dybss6m93ibEbeMThsos2t59EmOHY1hsd4DGWnPdd2ZTH+JE89LugI79/d//ILgXETl/36vtdTaxzzb1ufxdlG1IHUwxbacisjGVe8kOsoMaO1w1UTqSmibnUSfFpzlGyEGLzHkBhixOds2hH015lrfNUp7aO3Jjne17P/YEHSiik2R9aj/Cqb3epgQlZvcciSORN/MPlKWPE0+i3lsnoj5vkYfEcWi163qyayv/Lz/6SL7x9fcTl+v7aPv1W5q/SNIQuKiHMcQu50rAovMOpkCWsdQ2lqVOYJXnNAiiMCw58g5aEkThRi1uWs1zn7399tvWRPt3n366+jsrEf+H73+v9nKlMTuW8ltpxWviEpCOHwcA9Ix5gTqkDp16E5i05X/65S/LP/74R6X20QTLRRFjdAPoBWrWgR5TowblGhYzYx+TvjsxNGYt4y8/+qjXY6/HitwFyErU22Q55hmJOoC+IFkHekpLsH9QdR/cYh4e8zP71w8/lD/+wz/qqjiFJNWIFyl/W7XqlkR9GUThYSsHB4AcSNaB/nosD4nDxig4edEWdNjMz+6zzz7rbRv2/7H475nrfPbZZyIi8h8/+6l1+b+1OBnUv334oe29PAyikDHVAfQKJ3EA6DnGYK+X7YKHi1oAfUXNOtBDnuM+8Rx3VmF72qmPiEok1+6wvOM+7m0te18l3ZkgUQfQZyTrQD+9FpGLMgm757jP6i8OuhZE4b4tqXzHfSy//fjjLoo0KO+4j21t5q3vKYBNcSUQFUHtI0gBPUTHUKRRF3EbowTRNGZT0t0HflvlJH33bHiPh0dPxM3PL20Zyp+382zHmw0AA+U57o2IbJvP/8fPfip/8PnPd1Ci/iBJr5fnuNsichM/Tnsf1aykr/OsW7FMg6jU0JLcl0EU+l2WpQqSdTstDl8GUfjUsjzze5q1Ds1gAGCggijcUcH9Vn/+z77y1Um2af/lRx8lvm5GRipP1abHifpe1vsYROGlvk7fmk2oPkEXnuNeV+kb1DbPcU9VM5Tzgtu52uvtvJmk57jHqjx+gW38eN4Rz3Hd5kpXjPpub8vDhZgtUX+9uVVxBC4AGAmzRlN38M1vyt/N/77lErUj7aKEBL26KjWq2rYnQRQ+tzyfWNtsO66aJG6WdsyEC4XnInKs/r6Vh/krXhibrpUxqQyWcs5ENQ0qcpGS57009nEWROGhSnJfiEgYROHjhPX3ZL250kvZfL0bNcFlmsHkueuS8FkeiMhpyvHORSS+uLgNonAn6b1OU+Bi8WkQhZc5140T8Se2shT97LNq1gliADBCWSeLIbdv/+VHH8k3vv5+2io7QRTepq2A/Ko040hJ8Eol67bleZoXFFjvNojCnSLbZyWQdbx/ZRLTMu9L0WQ9x2d0LCJHaeXxHPdURA5SytLI71nb/8ZFT5HtqzRvybve7xUtHACg/7Jq+PTa6LfffluW/+u/WipZcb/79FN594tfylptv8oEYsjl3a4LUFaOZDcUEVcsfUD6QPsNHwZReJa1fo7X+0re1FpXKU/WsY5s2+R0ora/8RxX5GGSwMqTltXR9l7bxzLPcaoiWUdvqFv42yIiQRQuuy0N8vAcd9bEZzWkjkyq/aQrkv291drH3ha53VqVkbhvdEr99NNPN5qSvPXWW/Kr3/y6nQJq/sfiv8vZT36Sa92+fzdGaFZkZb297gA+q6Wo2t0+sVx0n6qa6I3lBf1CKiTrOlWu1NrvMuVUTZKeq2O8FpFZTU2yavs+5rl4yFGrntmunWQdfXIsb04GfQ/spamAUUsNQZfiwOc5bi9PxCqJvpaHDnHLBg+1LW/ahua67Zy2btMXKvotfnW8VbtLXdIEQro/+Pzn5fCbh/K1997LPO4vP/pIzn5yKv/5858XLPEbffyeTUEQhY+03/t9zrbW5/Lme/UyZdUXIuJXLmR2eU6DKDxMWeWgwu5zDWVZle1umee4R0EUnpjreo57ndG04zhlWZmy3KSdC/J+b1KOt2pbX+K72HrlT5HOs5LQ7l1Hsg60qG+jIlQxgMSplUbZQRReqlu0iVI6fZnrrUZ5aOv9TRjB4EC0jl9Jfvvxx/I33/mu/M13vlt3sUq1IUVzzIQ9fs5cz7xzk/I9XnX4NJMuvQ1zHjmTtgPPcQ8s7bDXjmUuz7pQKRjTC1+Y2O5eGnFiI1FX3ITy+qJ1NK0jzli+G6tadsuy3M3VPMe9yKjUep6yLLEtfEvMzrxWedu09/1kiwnRe/mnBRhbx5ZYkY4enuNei2q+kGcfRTvu1DkqgLZ9YqDL+tHrCVhWb/08ZcvZ8Wp1TNs+k8qc1ZEp7bgleuEnJQa5a+QzkpdV5zL1/wvbumVGOeiSedIvYCkPHe2WdZYH7cr4neXuEJiwn3jUk9UoI3niUMwWe9PiiOS406l3lLQdK0f83Wh+liPuu5Jc6WCNTzlfb+LFcNEOpmnlLRBrM4+Xt/zatr7kjE9l4q0tJ7Gss1b+pNeX5/i9PyFgOtKSdbU88YvvPYwdm1orafnhr/XMz6phqZKsW/ZRqBlMjiCZGhSMdZ7rtTHa82ujIGQdN+8yMQKrZwzzlWP7jbIZyzfKbayTmHRr61QabSDvRYf+Pa0SuLuQo5YL6J2+/67qNrXX25SsCw+1Tqn32nPcI1F3lfJuy6RIGKJ9y63KV0byntphI4jCR4ExhFYQhYdFasPbZJTL15d5bzobnWnPPTHW0YPORqKu3o+NhLfM+2EmqGYNSBCFt0WCm61savsz9bDU6A3eeue3JoYF2xh3uOxdkS55jnuvyjfruiwA0CTPcWeq+VCozj2P4qY85nk1Xlb0GEEUnhTdlmQdg5OzvdtGhzlNVu1gX2sP47bF5q29A5GNiw3zYsVV61iT/jghs/2rUN5lxeWpgvTOYnm2fyoq4Tdes192n6opS3wBFY9slKuJU18T9a7LAAAtukiJxbM2C6KjgymwadZ1AWwCrSOjp0Y2SEj0LkXkSdy5SG96Y+wy1PbdRKI4a2CftVIJ/yrpV+/VC89xU9siplG3Tw/ybK83wyl6nCYlJeme4243cRcCaEofL4KbNLXX2wTPGGFHO88mdeZtHDXrmKKsYbaSOqWk9jwXKVQTOcu53hotEB+krLMxuod6fs94fBb/XXMN6mqYNpW4JpnVeMxalL2tabiO95W2ktGmvhcJsOe42xnfhZuUZQAwaCpuv9LutB7UdF6ohJp1TNGtlpCciMi/y0NnD73pzMa00EEUnqgRAfRE61JEbuVN4nkp6U1wbkU1j1D7eCki37a1F8/aR1rzCa2NXWoTC73mXR+1JH7tZTrCqG19tb9rL3lYw6W0k7BfqDK8FJEXllESToKHyTcSRwgqciyRQrVbJ0mdX9tGkxcAEAmiMJSeDcDSq8IATbKNDqINv3QrIk/VjzTv/uLEbiOxz7HtKgkWY3SWLqk21/GFy62I/KDoaytwrFyj69RwHH2Un42RYYwh2Qp/lkNXIknPNd05AKAeJOuYjDxD+aE92ueRe5IM1CdrzOM0Xd8SBoApoRkMgNrlra0l6WufbZx7AEB/caIEgImos106F1oA0A5q1gFg5Og8CgDDRc0IAIyQmm0vdSbfqqhdB4DmEWgBYEQ8x70RNTxoC3b6MkY8AIwVzWAAYAQ6aupyI1T6AECjCLIAMFAJteiXIvLvRcaLtyT6WZN7raE5DAA0hwALABNmq5HXk+88s7qSrANAcwiwADBhZrKelnintYcnYQeAZhBcAWCismrVm9oWAJAfgRUAJqpIrXre/ZCwA0C9CKoAMEFN1Yx7jntPwg4A9SGgAsAE1VWrDgBo1ue6LgAAoF0djckOACiBZB0AJo5adQDoL5J1AJgQatUBYFhI1gFgwqhVB4B+I1kHgImw1KrfdlIQAEBuJOsAMFFBFO50XQYAQDqSdQCYAEutethFOQAAxZCsA8AEBVH4uOsyAACykawDwMhZatWXXZQDAFAcyToATEwQhXtdlwEAkM/vdV0AAEBzLLXqr0rs40JEZmnrpA0BqZehb0NFamXbCaKQ0XEsPMf1ReSFSP8+P2AKSNYBYEKCKNyvuP1GsuY57r2W9N4OdJSZFyLyvOtC1K2mC6UX6v+wcoEAFEayDgAjZalVP2viOEEUPvIc90hEjkVk27a8iePWoc9l6xs6JQPdIFkHgIkIovCwwd0fJy1Iq921XFCYngZReJm1X1PeJFzbx14QhUvt+ZmIXMT7KnOseBu1/amIHBTZR95acf04tm2L7i9pm6T9KmvvH4D6kKwDwAhZkqqThva7UqaWOkcS+tpzXDMR3RaRm7LHzFmupee4ejk22rTH74XnuPdFk2nbPmzHqFD+R/r+k45fhO11eo7risi1iFx4jnsYROFZlWMA2MRoMAAwAUEU1tIeO4jCR/E/EXmqL1Nt15/UcZyMMqwSWs9xb1o43iNbEp1Vk625TUqUjecbfy1FeI67uluifeZrgigMtYenbZQLmBpq1gFgZCyJYyMdJ1XzFDNh3agJT6MSwiPLoqWI3IqlDbw6dtw0Zdt4vZdBFD61bdOh1E69Wc1sOmT7XNJU6rwMwI5kHQBGLojCWprA1C2riUbWkJEJ7d+fZDVL6YCbttBz3OuWylFKgWE5Cw8LCiAbzWAAYEQsNbRNdirVj6s34Sg66VJSO+1ZkZ30LEHXJTYPUXcWXPVw7X0zmtm8Tti+kRp5NbZ61jq9HT8fGBNq1gFgxOru8JeVHBZJ2lKaspjLC5VBjLb0PbBX4X3bkYe27E+KvEe25UWS6yAKfc9xX5jbGYY6pj4wKFwJA8BIWJKqfZomdCdpWEgAKIJmMAAwAmo4wzUk6gAwfCTrADAO5rB/RduNAwB6iGYwADBwamzztQ6IdPgDgHGgZh0Ahs8cKeRxJ6UAANSOZB0ABsxz3Jn5nDGrJABgwEjWAWDYLozHDKUHACNCsg4AA+U57jPzuSAKkyYYAgAM0P/VdQEAAOXc/J/bq/97e9sVkScidCoFAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA0LJHXRcAQHfufPdee/hyyw/9rsoCAAA2fa7rAgDojRddFwAAAKwjWQcm6s53DyzP3VtWBQAAHSFZB6br1Pbkne9et10QAABgR7IOwOR2XQAAAPCAZB3ABprDAADQDyTrAKxI2AEA6B7JOjBBd75rba9uWe9J02UBAADJSNaBaTowHr/a8kPbvAuvWygLAABIQLIOQLb8cF/9v5Gw0xwGAIDukKwDMN2aT9z57nEXBQEAYOpI1gGs2fLDHcvTR60XBAAAkKwDU5Nn0iOawwAA0A8k68D0uMbj5wnrnZhPkLADANAu2+gPAEbMTLgTRoGxrqs52/LDw1oLBgAANlCzDiBRSiJ/QC07AADNI1kHJuTOd2dFtylZ8w4AAGpAsg5My0WZjVTCbm32cue793e+e1ClUAAAwI5kHZi2p3lX3PLDs5Ra9lNq2QEAqB/JOjBhW354WWIbmsUAANASknUAhamE/ZVtmWoW87rlIgEAMEoM3QhMxJ3v+iLyQn8urZa8wH4Ta9Pr2D8AAFNGzTowHS+Mx8s6dprVLEZdJAAAgBKo9QImoshkSCX3fyAip0nLqWUHMDTz3flMskfRulxcLXJ31geK4uQJTETTyXrScQx7W364bOK4AFCn+e68TIf554urxUnthcGkkawDE9FWsq6OdS4iz5KWU8sOoK/mu/NjETmquJtwcbV4XEd5AE6YwATc+e6FiMz059pImDNq2ZdbfrjXdBkAIK+Stelp9hZXi2XN+8TEkKwDE2BJml9u+aHf0rGvRcRNWk4tO4A+yEjUrUn3fHfuy2bn/Q2LqwVxDqXx5QEmoM0mMHnLYCJpB9CVlET91eJqsV9xH7Hl4mrB3UQUxskRmIA+JOuqHKcicpCyyv6WH1onWwKAJsx350cicmw+X7Y2fL47vxGR7aTl1LKjKL4wwMjd+e4TEVmbUbTrWmxq2QH0ha1GvI6EOqOmfWdxtbitegxMA5MiAQOlJhy6z0p8xUjU+0Al44kjJeR8XQBQSVOJurafpGEcb1QNPJCJZB0YgYKJba72l03b8sNQJe2JtUsqaeeEBqB2CTXfZ3UeY3G1eJ6S/G83MPoMRohkHRigO9/1Lc/lCvp9axO+5Yc7Gc1etlXS7rdVJgDTtLhaHDa038SKCRJ2ZKFdKDBAaYm5mfj2pXNpHne+64rIdcZqO1t+SFtPAKU12fwl47iuJMe4/cXVoleVKegHataBkdGT8zvfrToLX6u0pjFnKavdqJr2xNEWAKCgVmYbXVwtwpSLgnPascOmtzVsAJLlafKy5YePLOuFW344mCmwVXv1rKScmnYAuXVVq56nHDGGd4SOmnVgpBIS+qetF6SCHO3ZRahpB1BN0ogtjVIJubXZC+3YoePKDRiYO989EJFT/bmEWvQNfW6vnscUXiOA5sx35xciMtOf67oWe7473xYRa/OXrsuGfqBmHRieU9uTU0hSt/zwUdbr1Mafn7VULADDMTMehx2UYc3ianGblJTPd+f38935QctFQs+QrAPDt2raMoWEXSRf0i4iFyppt17cAJgWW9K7uFr0pg9PSi366Xx3njVKFkaMZB0YuC0/vDQeJwX80Q0JljNpP2ByJQCScFeyT1ISdpd27NNFsg6MkC2B3fLDXsxc2oScSXs8uRInPAC9bQ+uynVmW0bCPk0k68CAFGmHPZUmMbqcSTvt2oGJGVqSq2ZS3bEtG9prQXWTO5kDQ2arFZ5iUp5XgVr02y0/tJ4YAZSj2ojnaXrycnG18BsuixkLni6uFpfWlXsmJTlnxtOJ4CQPDIgl+dzb8sNlF2UZkjvf3RiuLcXjLT8MmysNMG5Va36baJ5ilqmvTWCSpLynYZ86yaIZg/qyAlNnJuvUqhdjG6M+BbXtQAENNM+4XFwtKk/kNt+dn4vIM/25oSXrIsx4OmV8uMCAkKzXp2BH05MtP3zeWGGAAUub1KcuVZJRS5J7ptqED858d34qIge2ZSTs48UHCwzEne8+EZHX+nMk69Xd+e6xiBwV2IRmMoCixv92U1a5XVwtEu9QzXfnr0XkSd7jlUlIh94ExpRxcTSYtvjIb9BfWGBK6FzavKLDOvL+Y8oyOpA+XlwtwoL726iQSJI34Z7vzmciclFm276jHft0jOILC0yBJZHwtVJLAAAgAElEQVQ83PLDsy7KMnZ3vuuLyIsi25C4Y0rSanfrSIZt7czLHMuW0I4lWRehHftU8EECA0F79W7c+W7Wbf4NfDYYu4QkcWdxtbit+Ti+ZF84Jza1GVsTGJu0pkRjfL1TxIcIDATJevdKzn7K8JoYlYRE/WRxtWisE7atOYvFxnjtU0jWRUTmu3NXRK4TFr9aXC1GO4P1FIzySwuMzZ3vbtxyJlnvzp3vupJ8YkzzassPOWlisBIS9dROpDUf/0hEjjNW21lcLW7nu/MbEdnWF4w1WY/RLGac+OCAAbA1xSBZ74cKiTufIQYlqXa7iyQwbQjDFIeLq8VZ/aXpl4zx7mtvqoTmcaIABsDS/OLllh/6XZQFyaok7iKy3PLDvRqLA9Sqj501i0zE1HVZ25QxUk9rd0JQj8l8cYEho736MJVs4x57vuWHJ7UVBqjA1tGzT8lvnqS9T+VtC81ixoEPChgAkvXhu/PdXEPRJeEzR5f6WKtuk5KcXi6uFk9bLUxPZFzITPZ9GZLPdV0AAJiCLT/c3/LDRyrpLtrcpbFRNoAsapbSNX1M1EVW5XppeX6yCal6T5ImSXpSpCkRutHLHxuAN+5890JEZvpz1LKOy53vpnaW4/PG/8/e3cNGkp0Hv3/GUEZgLxl7gSqiFNAKJFKJNrCxzcAKbBge+m7ghQNzHNjXiTUDyHZi9xTbTq5tYEZOBCkQqUBYBfLLMQQpkC/AXtjBKvFQDlYMVJhTgN6YvAswnjfgKe5h9amqU99f/x8wGLJZXXX6g82nnnrOc/o0lqx6mtEN5nB1tVr3PJxBKAjMWfl0oAb/ywbMHZNL5yfd/YdgHX0Za6CObEXtL3l9h4cXBBg46tXn7Tb0/a1Qqb7HgXmyBOtkXyeiqPyFoH04qFkHgAEjUEdfMmrVCdQnQgfjmfNhlnvLt8u9ZdECVOgAwToAALDxU9/TSnRiVlerlwUZ9KdMQO0fwTowYLrdHwD0bnW1oivRRBV0jEmy7ATtPSFYB4Yt3Zf7rI9BAJgXArP5WV2tlA7aVdY2BO39IFgHRmQrVE/6HgOAWZptn/K5WV2tdosmlxK0d4tgHQAA3FvuLf30baur1WUPQ0GPdMC+k7eNDtqvOxrSbBGsAwAA00YXGMzT6mp1o4P2o5zNtsm0t4semsBA2Va1pMc6gLalgy76bSOx3FturKhtw3umWV/oewAAMh2nvl/3MAYAM6JXtwSsVlerQ5HioN044dtdXa1U+yObNspggJHYCtVh32MAMHnpRXBuehkFBm11tTrU2fN1waZvdIkMbYhrIFgHAABWq6tV7gRDzJsRtBctmPWYuvbqqCkCBuo29B98qFGvDqBNy73laxHZN2+j9hhlLPeWCxG5cNxcra5WmQsx4XPUrAMDdBv6Yd9jADA7+6nvz/oYBMZrdbVai04EO2TRfWObs9XVinVEMnDGDAxQOqsuIpdboWJREgCtoQsM2rDcW74REb/EXQjcU/hFBAaIEhgAXSNYR9sq1KxTKiOUwQAAMHusQokuJCeAy73lCxFxaRPqpwL8gzmupstZMzBQt6F/P9mLzDqANlkynk9WV6uzPsaCebFNbHY1l6s/s3iQAAAgGyUwGIKqgfvU36+UwQAAAKB3q6vVfSOF5d4yFJHnDneb/GTUSZ+JAACAfLpefdu8beqZSozLcm+5LSLWeRVzeK+SWcfgBZ7/WETSSxU/i2JVtGIaDIHnL6JYradynDkJPH+hv7yMYlV6+ffAu+8u5Px7k9wnipkvMQPbqe8nn6nEuKyuVjdiJJiXe0tbXDBZfAhjsALPPxaR07xtCCTcGMFaq89ZV8eZmzqBc+D5pyJyXPb+geffZ7J4LaeNenVg2H6j7wEANoHnP5WHgforEdkVkUMRmV3bpiKB578xA2W0J/D8p10+14Hn+zV3cSySHXAHnm9dGrxKBh8A0DzKYDBUL5IvUkGGEhFW8jQ4Bo47cpclVW2OJYrVIz2eKQd6L4o3aZQ1mHaRl5Hn5A4ilRapAdAxgnUMjplJ5PJ7M3SWtJPnktescX6VO+nyl0YEnn8axYo65nk46nsAAB6iDAZDdNz3AIABOim5/bGI08nTYc7PksDtuOSxMVKrq9WrvscA4CEy6xiitbj1Vr0XeP5967Gi4MS4/H+YdC1JlwtklAicRLEKHfabpqJY7ebdxzjusdgn1e5GsVJFx0vddj9e14mfgee/kYxMrkvGXNc/L2zbG2M4iWIV6nkJGyUlObXVG48h4zkvfL4rHCeU1Hsyfeycx5u2U6UePO+9l5aXVbeM6yLwfPM4j4yvX5k/w7TodngABo5gHYMTxWqdBAiB5791CRKjWO0kQUjefVKB2Lpom5Tnged/I4rVTon7iIj4RY9Dt+bLq01+E3j+ZRSrVur1zc4fHXg/7/lyec0Dz98XkdcZPy58vtuW9/g6mrh5rI+VPoFYFNyP+SATRn06ME4E6xiqS9FLDuvAJzNb2iQjyHqQ/TRuz8pEWQNpM1MeeP5xFKuzjPvf94vNydDuB56/nYzLll2uEaCagfpG5lc/jqYs9P8PXlPz6khGsL027vtaJD+b3WTArrPaoXmMnBPCU+N+6fGVymQ2WXeux7MWkUdlrkRhVvJKogD0hJp1DJIOfM0WjX7g+W8LMtjOwXxegBLF6lE6WDW3t40hK+OdCs7zAq9tEbmxjSt1W+PZ73Swb8v85pxkVLVx8mW7YpHH4bnqy3HWDypk1TP3lcV4PfNanFL+gA2rq9W67zEA2ESwjsGKYnWQ1XIuI2BW5ja2+zU+SDdOfeELgtUuesu3fuUikXOVxLXjSGa5RurEKqtUZmzWZe/gWDKV2/nDoWwGANAyymAweEa5x/3kRf29rczhRoqzhmc5PyvbccPKNiGxjihWB0ZN/iKr3r6sVFZdNbHPOqJYnbmUfkSxcj152a85pCoORc8/aKoUJ4pVK+UJUayKOn8kE4Cn3Dd/NliZFBgnMusYjShWh5Ya4IvUNjvGz44z9tNKv+hkFVEdADcWqFv8aYv7Rk3pE6nkPRF4/uOehlRHcrJD720A6AnBOkYnFbAvcja9z9C2XQKj9+8n3+va70d6rI1k6w3UGw+cft3TZU3nZd6HurVl46qUBjV1JQcAUB5lMJiiXRF5k/GzUpMYXTTUjaWMb3VwDNRkrhpbsUvNRg/6Io415n2UBgEAKiJYx1hl1qZHsVJGn/bzKFZHxs9GWXur+4qLSONZzrXkX50Yu0G83lGsHnU0wXlRYtvcKz56gSyRgTyHQ6BPhs4lo+2l5TV+sJCabT2FgXQwAjBglMFgrIpKQZT+/7HxB7TtoGOdcXsT9eutdDUxJy722C2ntPRchdTP7jPSZdtBtqxqOVSZyaVr1w0dVkT19XZDeg47Y54gGy6kXBnaOvX9wuG4yRwHv8RxAEwYwToGJ/D87bzJeHpBl4Q1kLG1Buwg6FikbyizCE5WsJyqMX5WfljuUs/tkC1yntu8Wu918oWt60zJmvKyCxZVOmkreSWlkRafcw0UA8+/NiaJZ50gnxjzUR4w56rof+vUz8PUfJa89ppvxnQCDaA9lMFgiK5FRJJSFm0tlmB4IBPflOgspFmPnMroOwXtxn2O5K7ry4OTlihWL9P3MUss9P9rEVm4Xl5PlWhsG1+fiMj7op/3AV6uv9bvkSRj/SAYzgimDo3Hd6w7Bt2vlqsdiNuVjOT+azGeb2P/L6NYPUvdZo43U0ZWt1AUq5vU703eMd6KyEsR2be0hnyj9ze017xtub+nTT8fthak+vcxlIyTO/26PWlhoTIAA0WwjiFSYnRW0Rap79cOvafNoKu1BX+iWO2mJxAaP76JYrXjmCHbkc9XKD1P/eymxJWBheN29zJqqttsP1lLarwb4yxaoTb1WM35AEnAnXd483USyX6+n1o6uqwdyk9EUnXNLdq4CjHSFpOl6Md4bnmfXDouJtUq/R4J07cbVzxOkys7dU8gzJIyl37+ZbcHXBnvrY8dPyfN+5w0mbxL/kaU+f2qch9Xc8uaYGR0hukP5S6gOivTI11PkPNFussQBp6fTD77vkvmy9ZJRpd3JMH6txwWrjH3lywcdeL6YWfZx0LuAuCFiLwyJ+j2yVwUK7VK6amIHEvJx6wf5wu5OxEqHXTo2vinknHiqN+77+tvn5VYyKkWlz8YOug7l7urPk9sq/9OMaueXlhNRA4HcnXOmf58uD9ZbCBYN09cd4om4ffQ/QozUfa91dZ7sepnIME6UIHxizzYS8b84XOXFazPmW01W33C+FiMMpwS+0vej89sJVdjVzYwHaOyq+amr6gV3ZfPrP7pk+3WStWMRETlpE/F41YN1hs76Tb2af180J+vH9s+H43P3lKJRRdMMMUkpX7pz3ocCtA4YxLkhSXYSq6ElFpUKTBW/J1ioC6yMQF0koG6+X/FfWStUYHhaPs1amVBtial/savG9pnaOzTFqi/FZHHWZ+PxmfvcRPjMRGsY3LI/GDKkqA61VWkCY3UQA9B4Pm+cUIzG8mKyRVfw6SUy29uREApVdrbNtnl7bnIMD8DCdYxGZY/zo1ehgIGwi/aoEoQ33Dg3xv9GTDb7HDVsgUzOzm3kxwMQ4lJpWZCrpErZEbbYpXx864m/VvRDQZTtWtOmgOmIopVGHj+87K1yTM0usmjA7Ar+kQn8PywxiT11/KwHWpC2dbAMFtVFkyMttYoB8bKsLrb07HoK0W2fRqT0m0y5zKkJxBmnNSU6dxl7juUjA5cecdL3fZgsnvBSdfG47R1BAs8/35MttdGB7m2lqcuHdtqafjzL1mV+MH7s+g57+ozmMw6pmRH7iZ2PBpLoN5CKcNkRbE65Lm6o58DRQZ0k/E7te57LGOT+tys1LpVvyfNQH1tfO23/Z7Vky8zFyzTxz/O2cV18HAhurz92GyXfYw6a9toq1xL29i066DEon0Zx3grDwP1tfH1oo3XuqV9hk3vs2lk1jEZOktA6QtmIenvXycDOgWB5z+d6oTYPpjrENTpLJORhU32+6Jsp6I8UazWxtoISQnUxpWVVKC3cfXV+Pm+rdNSejtLxr5qILnQ/2+0yjV661sz7FmvTxSrl4Hnv7Ilroz7X4vRFdCy/8xuMCVe68znMU/R/RpO2mRe1Uk/J30li8isA8CIzTVQDzz/hf4D+qLvsUzQfXmEGSy6yglo1vr/VruN2K6spLLIR7YgNjXu3BrlvMBOH6904J4O1PVtqux+HO5ba1Km+VzmvNbJe6hqrffGlYY5X0kkWAeAkQg8/zqZSK3/cDkvmDUl+rEnAV8ni03NSarm2mmyrksg1XYNs5Y14dBcSCrv96a3q7NBR6sHNzAp87pogyp1+ykL8xvHE4TSAs+3za1Ib5NZVtUVgnUAGIkoVjupXuGDWF22B0mwtRPF6qDXkUzX/UQ7o1OGiyrt9xpTN0g01+XI6QDS1mM8byt7HHj+RepEP7l9UWO3XZx8Jcq8B8tI5iesc7Y5bunYzqhZBwCMyoxPUjoTxUoZdeBlJiI+6CCSpWotcwPKBNqLtgZhMucJiDRXH60nmbZZJnZhvEea8lJSZVJtZdVTXD5TeruSSbAOAAA2VJxseinZpSjmvtc1hzcp+rl+0FJSP/dPqqzCnW6p2OBkWNO6gX2kncjmnIa2sur3XEqDipIEbZbLEKwDAAat704MM7eR6Szw7wOf9PxcRELHbdftDWNTFKsnIvJEZ5KTAPVURM4q7C4J1DM7ujTgpOmTrihWN2a2vqOselOO9f9NrqoqItSsAwAGbM4dIIbAbLHo+FpU6Re+rnCfVpgTDjuaELshitVNqrNMWOb+geffTwpu+cSpi1U9c1cWbVuVHuxNrapqIlgHAAxSHysFYlPquV9nbFZ50mVqNVJrjXUDJ233vfgLFgMqXBCpB++X3N7P+2GJxZCyjtt5BybbyrcdcTr5bLtjDME6AGCQkiCRQH1QFrYbzQxuzcB6o+Qm8PzzGvsTkYdXCCSjBjo17sFMYrZk+ItOjIomQrrWgC8yxnPfganNK1/GvtdtHaNBxyLtfVZRsw4AGCwC9WFIdywp2iYVaH0sd1naRbKd5e73tfEZx7mRcl1pXMd3IiJ/KCJmv+2bgl7sjdGLTiVlKy9F5N9F5FxyHmsUqzDpuGO7+hTF6ij1OC9F5JnYy1YWshkM3z/XOVe3dkQH/RVe61L6KkdKy1m59rjtY5NZBwAALgp72luCs4XclRIskhvMmmrjfs8ku4vMOtU/fZGxXSHL+J7Lw0D9oIEFfcown4unchdQu0yq3ChFSS3wYz6GfTEC9dQ+N0pdXB5/uq5eW8jma123dWTbffuVSHYZi+PJxmmJbSshYwEALQk8/2kUq5fFWyJRokUgRsCYoHcWxUo53mchdwHfyzYm6xnH2ReRx3J3MrBu6ziuqjxuverpft599GtQ6THq+6qi9pG6Dv6p3F2VGNVnnku3KeO1efA+NlpkXrJAGwCMUM4KiLAwVlh0WuIeANICz3+czpQHnn+cN3m5au19nfuWQfYCAFqiP8RvOr6sPkp0fgFQlf782JW7sqK1GDXz+mcPbrPct/TnTpfrPzDBFADaVWtS3NwQqAOo6E2qP/3bdFmdLQueBPRlSvBYqA0AJsIo62BhHwcl+j8DwD3bZ6zrbWNAZh0YCWOCy31brAFYy12rrkFM0BqywPMXPEf52pxMCGDe9N/QUSJYB3qkPzwetLoamYX+9zzwfJftX4rI96NYdb4C3gBcCPOEAKBRtkWzMib3j3bCP8E60IGxXnprwVMReZoT2L8SkWeuLd7GhraEDzEBF0ADHltuW4i9b/+61ZG0ZHLB+tFHUdI3Vc4/DMJ+RwOgpMci8jgjmD8xlzQfq8Dz92d6ZeEBoz0jdeoA6rKtcrpx21BWQy1rcsG63H3wP9dfh03s8OijKNT7XJ9/GIzyhR4y/fxyclXOWnqqFe+xdv55ssR2yrORLcLxWiiHERHxReimAKA+29/BKSVFphisY3waPbkaqbXcZY7XPY+jkB7jusx99Cp4fygPl/VuygvLYhdnUayetHCsRsy9HMZWYwoAVdg+S11vGwuCdaAbZ3KXAZ5ltwtdvhJm/byFibbHgecfp24bVAY+8PyLsV6SrSuK1VHfYwCAsSBYd/MV/b/qcxAYryFneYcgL1uvA/kXUj8rn87AX0axOqi5zzoWPR4bADASUwzWF/r/dYP7TCZAxQ3uE4ADHchvBNU6iD+X6hMU99Nderq+TDr3chgAQLEpBusAZkAH8Rst/3R/3UWVfaaC905aCs4pYNfP7+5UW3MCQBsI1gFUogOvg6HNuLfVges2gX7JXW2ngveXUaye1RlblsDzr2fUa/yN0A0HAJz9Rt8DADBOOhv8uu9xuIhitRvF6lHyT0ROKuzmaeD5b5N/DQ9x2zIhdoqqPO8AMGsE6wAqG2v5RhSrMBW8l+5OYgbugefbVtAr67SBfQxa8rz3PQ4AGBPKYADMXhSrV2KUZgSe/1TuOtC4OjdWXa1cLjPm+nVjsSxT54t2AcDUEKy7Wej/1z2OAejdXCYI6n7s9z3ZA89/Le6tI5/qYL+SoQbsgefvS/myp+fGSYzNie7BDwDIMMVg/X39/8e9jgKYGKNOe3YTBM1+7BWD1lKGELDrTPlFy4d5Hnj+c+P7VyyYBAAPTTFYB9AwczGhvoPIvunuN2bJTNOTTe/320Pf92Ppt3b+sfF8qihWuz2OBQAGgWAdgIunIgTqNuZzUrFFZKauAva2Tjhq8o1xPYliddbnYACgLwTrAApFsXoUeL7f9ziGLskENxn8ttWDXb+eb8re75/+5Z/ljz74oNax//evfy3/z5//hfzy009d73IaeP6p3E1Y3eijDwBTRrAOwMnUJ5U2paUe7K/Nuvk6As/fFpFr1+1/pUrH84V+89135cc//cmD2/7yz/9C/uNnPyu660I/v5TIAJgN+qyXM6iVGgEMS4vlJPs6s1yLHl9hoP4r9eb+X1e+/d3v3B/z+M/+rGhzX/e3DzsYGgD0aorB+kL/v256x+cfBjdN7xMYqpZW6pyswPOds9UVHVcN2F1eyx//9CedB+hZ/m75965jec57FMDUUQYDYAMBUDmB51+IyHYHhzoOPF+iWD1x2dil5GUIwXmeZHxf/fJX5LPPPrNuo9+vN23U9gNA36aYWQdQg5m9pftLMd3ucNHhIZ0y7EUlL0PJorv67//5RdF4tznJBDBFBOsA0p6JEKi70JnrPvqSH+tVVa3ygtYf/PCjUQXpaUUnGbrk57i7EQFAuwjWATwQxeqGQN1Z23XqefbTdfKB5+dml3+l3sjX3nuv/ZF14Ffqjfzghx9l/fi0gzkEANAJgnUAqGAgJRf3wbleZdYaoDqUkIzS1957L+9xURYDYBKYYAoAJbUQBK5F5GO5W/RnXWE8r0Vk3/azKQbpab9SbzL7tHe1CiwAtGWywfr5h8G67zEAY2EEnztRrGhRmqNioP4sitXLxgcj9y0jNzrRvPPOO/Lf//OLNg45SN/+7ndEROSL/uZaSQTsAMZsssE6ADdmbe/cA/WioM4hUG8tKLfJCtT/6V/+Wf7ogw+6Gsag/Eq9IWAHMCkE6wC2Rej+oj3LCuosExZ77eutS182AvX//p9fyDvvvNPDiIaDgB3AlDDBFIBICyv+jlGSFU9n0APPP5e7wPgwitUj/a/PQP1ULDXqv1JvZh+oJ7Jq9Zl0CmBsyKwDM0em0c7MwkaxOup7PAnd2/04ffscJpKWRYYdwBSQWQeADAPNwm60Z5zTRNKycjLsFx0PBQAqIVgHgIceTLIdUsBuG8s//cs/U/pSICNgX3Q8DACohGAdmJnA80O9JPtggtCB2aibGMJzZRvDu+++O9uuL2XZAvYhvK4AUIRgHb06+ija6GaB1j0XoVY9S1b7yj4Du8Dzfdvt6//6z45HMm4/+OFHG7cRsAMYOoJ19M266iLaQWBSj74i8biHQ2+khZlQWt7X3nvPenvg+YtuRwIA7gjWgXk5FCGrXtO5ped6a2wnWEworS7jJIfJpgAGi2AdmJEoVmsCdScnBT/f7vMqBRNK66F+HcCYEKwDQEoUq9Blu7YDPNv+KX9pBic8AMaCYB0AatB17I2XUdgmlf74pz9p+jCzZSslIrsOYIgI1oGJS9o0Bp7PZN72LFoI9DZS6L/1pS81fIh5+/Z3v9P3EAA5+ih6e/RR1Njnx9FHkX/0URQefRSFTe2za2Mff9O+0PcAMHsL/f+6xzHMQhSry77HMHU6YD+o+1zbupN0Vf7yRf9hm/mvvfeeteVh3f3+4IcfZXZn6crvfv3rG7cFnv+WeR0YOV90i14RCfsbRi2DHX9yYnX+YdDZ5wSZdWDCjGxv0YRJbNpYHMnR6way7IPpTvLzTz6pvY90oC6S3Uaxax/Tqx7AwBGsAzPgOmESn4tipercX5ceNbLoV5eTSv/q6dPWjzGkAPk333134zZq1zFyC/3/uscxoEFTLIMhgwhoU7qcnyoNMb9+P+MuSkRi4/u1yF37yuZGVeg68PxSr0PfgeJfPf2G/OvLl43tz5ZVtwXIffrBDz+SP/njD/sexuxQciRy9FG06HsMGL7JBevnHwZhC/uc9YdJy9ZyF2xRTz1xgeeHcvdaL3oawnM9js4PXKeWfWoLIA2x9aStJCfw/BdRrJ71MJw5eUXADhSbXLCOcTn/MFgLl+pGTWe8n0t/QfhYvC7Ksgee/yJ925j7gduy6kP1zjvvyGeffWbe9FRECNZbFMXqKOlWJSI7Uaxu+h4TMEQE68DEBJ5/LSLbTWarAs8/FZHjpvY3ZzowuYxidWD58YOC8XcHVi5S1xCz6on//p9fjOrkYoKuA8+/iWK10/dAgKEhWAemp9KkRp0hH0wXkonb10H7bt5E1vWAJmKWNYXAN/D88yhWR32PY+KORORcf71NWQywiWAdmBDXyYl6xc1Fu6PJtBaRj0Xk1ZB7vweefywipy0f5k1SGqOPN0j/60c/kj/64INa+xhyVj3xf3/wgfzbj35k3vS4r7HMRRSrV+l5JPpzbB3F6rCXQQEDQ7AOTJCZmeowMH8lIt/quNtKm9oO1O/ZTrKGVKt++r3TUsH6WLPq/++//HM6WEd/FmTZK0s6ZH3c6yjQGIJ1YFqeiciLltr/rUXkZELBeCbduaZXfXaB+aunTx+0b/zlp5/W2t8YsupZAs/fZuJju/SVJetnVnL7hIP2hf5/3eMYMHAE68CItTTx81kUq+YabY/T8+JNansSxeos+abv/uqmOr3Wx5pVz3EtIlMNFEdD/37w2YRZIlgHRkS39mtqicmzKFZPGtrXZOgToDZkdroYcr16XWPLqn/7u9+Rv/zzv+h7GHN0I8WT41/o/vecPGFWCNZHzszG8QFW/pJp4PmP5a4TwUkUq7DFoVUSeP6+iLxuYFeDfHwDddzgvl45dhPprD6+Tems+hhbT/7u17/e9xBmKYrVTokJ8lMvjQEesAbrBIDDwuvhpsoHuNGJ4LmIhK0MrKTA81+LyH6NXagoVpOrReiCfu7rcg3QM/34pz9pYBj9G3PrSQwfQTvmYtaZ9cDzj82aUYyXcUKzztlmkBPFAs/flru62Fr4g9WIyidJTT7/v/WlLzW1q86ks+pkqFHBS6lQ5kfQvmGh/1/3OAY06Df6HkBf9C/3JC49z50OdkVExNaXN1nOOidQP0q2a2mIGwLPf2wss102UL+MYvVI/2E6a350m/RYKy22NBZ65deydozXYrY+++yzjdu+/d3v9DCSdgyhO9AcRLF6Vuf+xmfqmCRtFge75gT6N+vM+ljMPRBwcC1S/XmyLcrRhpqL7OxknGyciMhxm+8R44/f1LtiuJ6MzLLM6F9ffkv+6uk3rD/76pe/8uD7v3ra1Bzofrz77g+4bCcAACAASURBVLvy61//2rxpMGVyKDbSTPv/3/cAMFyzzaxjGooyXnpBoN6kMuhlAvWXScZW/7NeFYhipVoO1O9ruEf2h68Ux2zcE/1azCJQTwfcWa0cbVn1rKB+LOqu1opaGvv9GmmmHdhQOrNuvPHvs0uWX4bMlnDmaorJH//A85+KyIvUplmZRKcJl1nbpMea/r5MQGL7EEjfXweTz82fZWRYd6NYqaLjlA2Yyj5XWmHmMPD8NyLip27OfM0s9w/FsZd1wWN+btvG9tp0NVE38HxfRKr0q8t8D/RoX2TagXqRth974PmLNvdflWuv9XRW/Qc//KitIXWmTp951BPFSjV9pdP47H+wtgEwFnXKYPyciXHHevKm7Y/cx2IsfZ5z1nsdeP4gg4S8cgbL8shrMYLSnMf7punHWxSc5ozFz1vmOe81E/cyCddFZzL/Yuq2hoNRJYMzxPe3Sa8sOKjnuWlZr1uHr82io+M07n8/LBUREZGvvfdeDyNBH0qcaLpuJ/J5DXcbTvU6CplrHgBDVLdmPQnU7zOC5h++jIDvxvy5/nJtTgxM7eO6yV8qI7tdp6btPlBPZe3DvF7WtqsSqduznrPSygTqWVlp21hyrlj4UqIfeN5jTB0jb8JRcryNqwANvc6FzCtFrhp8fS+jWB3U3VeRKFazmvjUwwmU1/HxGvP+b//Og+//+39+0dNI2kc5xaRsG6/nYRSrdZ+DAYrUnmCa/sOmM3F5H2oP/vDb/jCm9jGoDhRmJsHy2MP09lGs1qlLehulIg7PWdkx3l/tKAo8ip7/wPPf2EpiLI9diUjtk6oqpSpdl45UKXNpKQCcdMa7C6nfO+cyrob5PRyzNltW/Z133ulhJEAtF/pv9ORKZM4/DNZ9jwHNqBWs5wQghyJSa2JfKmBsNLte06LOnXMmCj7Ky2i70iU6yQlO1tLmLicGr0TksXQYSJQJ1HXAXLS/Rltz6pMg55PHFrP5j9vYr7H/MXZSqKP2IkZzlM6q/0pVmaYB9GsAn3ML/f+6xzFg4FrpBmNeUsqraSvxSzKY7LqZPS+bDe/oQyEJUA+KsoR54ykKXpq+JFwho55EBuucbY5rDKmqgw76bp/r/xs/gZ3Tpf7kpJhAvTxbBxhgRJ508DkNNIY+69XciD6BGFIWMhXwFtYZVwzMdkUHyk3NsA8eLvFeqgbbtgiSxVmpAWUfayfjOes0M6uvwrxuumRDd2W6P0aT+x6iAT3GB5PuxyDdAWYOWfUBvV8mr62kAa8hxoo+6xXokpwHwVlD/VzXNe9/r8UPO1tf79Oqx9NlO0nt9Ukbkxmz2ogaY0i3DXXd76O+MrMtTSx9pf8fSsnZXKz7HkCWdK/1//jZz3oaCVAdWXSMHZn1iqJYvRKRR+n2lTW7uSxqjumRzlLv67E8jWKV2fqwzodXuttK8nXJPvXb8nnZzmVeJ52WJRGJSwDc1yTE1umJuvxB65hlEvpgpPuN/38/+w/5yz//iwfbTDGr/vNPPul7CLPVZKKJAB1TQWa9pihWN/oDYRABXCrjmpsxbqJ/tn7s98csWlE0xexa02imuOQ4kjEUZvWnGqgDLn5t6QAzRWffa3RuOjpGJh1T02uwHnj+efFWIiKS12t7EFy61ehVP128Kt4kdyyZK7amOPdFLzieGeQ6LXbUwWqiruM4buHYrUhKrdruBgNkSWecp5hVF7GW+6x7GMbs6KutlY05SKfNIvL0nVnPDDpSwVy6lOPM2G5jH6kJi7lKnDA0wc8Zh/l4m6iBNrPd6YDdXIDqqTSr8ESjg0C9jNOBjMOZLsFqhHECMJiOSxiHmfVUP+l7ADNhWxG90JiDdMBF38F6EixcGN8vUsHlRreP1ITB8yRjHXh+sirZvrh/uD5O2ku6LJ0ceP6xLVvtWmenH+8b4/v91H0buYqQLukwM8ip1dpeZDye9LiS29+my2fKnGikX1v9etv+tb7gz9wDVPPxU96Dsqa8WmkaK1wOE0E65qLXCabGQkDpAD3xJOdD8kA+L+PwU/dXUazCwPPzSiGO5PN+1ckKZiLFE+xORbKD84Le5cnjTY838TJvQmhZqZVRT8W4IpFeNdXlZMNYZOh1xoS4okA9TN2UuXBW+nlMJs5abt/OCDSfSOq1srw21xm3D45xgqca3G2SxaLP+MD84+of5O+Wf9/3MDK9++67fQ8BE1OyvO+gjc5hwFBlZdbXxr8yP7Nt57IwTzoL/kqfMZ/l3O/SFmTp++2mxmC7/yup0KJOH9OW/X7mEvRl3P9Sjzsrq76Wiq+HPt5aRNbmFYzkZ/rnynLXjedXX9HYtWy71vsqKs94PzXevH/px3EgIuaHc3JSYy150u+dzJaNLZT/tCqK1W7qvd3kvhsrq0Fla/Obs+99r6dhuFn/13/2PQRMj0tJqtKfgwTqE3b0UbToewxD03lGUZeaXIiMI6PZhCEtnDQldZ5XXhMMTfrq1lQnbw7dn/zxhxsTafmcaF/R1d2pvgZHH0VvRUTOPwwae3xt7LNLOli/EBnmY+jj+e29Zh1wYauVr7Mv/SWL/wB4wNJjvbHSRNgVLEx3NNVAHXBFsI7RsFz6PBR5UEtfKPD8pE77jEmVGLL/9aMf9T2ESr7o78oX/V35x9U/iMjd40huS/798tNPrfcx/w1FTnkimmMtS3QsrwQmjxVMMVp68nGpjItLP/yhabJkh/KfQbsRkfsOPX/zzb+WP/rggx6HU8/fLf8+M+j+g9/7ffmVeiO//PRT+YPf+33rNl/0dzsvBfrss886PR4yPWuy2QIwdgTrGLyOe+FP1txbVQ5dFKudJpda79vit39HREQ+/q//lN/U3WM+++wz+eqXvyIid+Umf/LHH4rIw/r8PrPqydjQnfS6KCQSMGR9TX7tvAwmilXSOWQ2v5Bze7wtmO2KnQW1nGUlJUAbaxdgmNLlImPy61//Wn6l3twH6iIPF1KyBeoiIj/44UfdDNDN6K7EjVAyF+mGv5PQFvr/dY9jGBRq1jEWc60bfSpSP9sUeL6ffM0CL+ORVSIyBr/1pS8VbmMrc/nae++1MZxC//vXv964jXktnTkaY4ki0BWCdYzCXOsXdZBe+49YFCul93VQf1Roy9gzi//68lv3X//4pz/J3fZ3v/516+19Tax9X5ftoDuB579lEilQjJp1YOCazO6xmMj4LH77d0azCNG/vnQ/p/72d79jvf1vvvnXTQ2nlrGfOI0Bz3FrvbrTC02OzVr/r3ocw6AQrGPw+EDHzJyJyHHyza8t5RlDd/xnf1Z7H2Z9e9uG1CoSqOv8wyDsewx1nH8YrGWg9ep6bJ3HJJTBABNHF5hxiWL1JH3b3w4k2+zq75Z/b729zOPoeaLpXOfIABgggnVgoPSqrbVa+en7Xweez9r1I/ZvI10gKa3M43CZoNoEW1Z9rnNkAAwTwTowA1GsuM4/IrbSr6TV4VD9x89+5rxtVubd1pGlB+u+BwAAJoJ1YKICzz/uewxozs8/+aTvIeT6yz//C+dts2rauz4hyciqsw4BgEEhWAemS+n/6V88Qrbs+hgmQr5rLIJU1gAm0571PQAASKMbDDBcz0Sk8gqmevEjOumM26V8vsLjKGRNDD373vec95FVJtOkjKz6xuReAOgbf8gBYMBsk4xtK3/C3Ve//BX57LPP0jfvsGIpgCGiDAYAhm2jjGkM5TBDZgnUG118DACaRLAOTFDg+ed9jwHNyAoihz7hdKgyyl+4ygxgsAjWgQEKPD+suphR4PkLEXlct0c7hmOMrRyHKOOKxEHX4wCAMgjWgWF6LiLXFe97of+nBd2EjLU7zFB89ctfsd4exeqy46EAQCkE68BE6W4wmJZ1+gYC9mJ/+82/zqpTp/wFcNTEqtqohtaNwPTciEilEhoMWxSrQ9sfyy/6u3SIyfAfP/uZ/NuPfrRxO4F6PXlBG8/teCWvK69heVWeu8Dz34iILyIHeVf5yKwDExPFaocP2unKem3JsG/65aefWldW5fejOpfsqt7mdVdjQjP0fKfkazLoJRjPV6k5MFGskg/u3N8XgnVggKJYPSKgQBYC9mI//+QT+YPf+33bj466HstUpAK4m+Rzyvi8MufJ7LcZ8CUnDUMPKgPPvxjDOEUonawq8Pww+TqdHQ88f7+J159gHQBGiIA9299+86+zuuWcRbF61fV4piAVbOxEsdro/x/Fap1+Xwae/7T1waExqZMvuHkukvmZ7HyFKfD8zNWqCdYBYKQI2Dd99ctfsdaoy12g/qTr8UxB4PnHxrcnRQtIpd6XL1oZFDAAxknsScGmeV2nXur/MwN7gnUAGLG8gN3WAWXKch4zgXo9p8kXUaxCx/vcBy9Dy64Hnv9ClyaMZvG4wPMXuqTmIvD8xyXvG+rHe1G8dbtSjyMzk2y5X1JOFLY4vMqKfi+iWOXVshcF+sJlDgCYgKyayN/60pfkxz/9SdfD6VzO1YQnUazOOhzK5BjvrVInPeZ70jypzLo96/5Z97XJ2PYkilVYpYONS4cP2+NxqVF2KTXRgXnWScWRWdZlHHOd1Tmq6NjGfQ7TNex5z0XRaxp4/rVkdyl7FsXqpe0HTXQdcq0XL1v6k/d7UXDMdRSrB+ugFL3PyKwDwARkfcj/8tNPJ10Ws/jt38l7fDsE6vUEnn9fxjLiqxPvp4KnE0mtWTDgCaBmoH4gxiTenPkXfurxvJQWH69DoP5WPg/UX1pq4l+kSq1sY3yi7/Mq6zh9sQTqYcH2pRcspM86AExEFKtHWRmsL/q78rX33pMf/PCjHkbWjryTkCH9MR+5QZWw2DLXDq/1Ims73WJyP9lnU+8bY5wXecfPk/MYi/bj6/930vMLAs8/FZHjZP91H69DoH6a9XP9eZU8/6cicmbc79h2vyhWpbs5OVxFqPLa+DnHC0UkrLP/NDLrADAhukuHNXPz808+mUQt+xf9XQL1cVj3PQCD9apAQS3xmL20TQRu8upIquZ/ozuQdqz/t34mmc9/qhb/1LJ5YxoIpJNV6ArrzUVEVdj/AwTrADAxthZ6pq9++SujLI1xGPchgTps8sqhUnXufhfjaVsUq2c5PzMfb6nJqsb99kUkue+BQ4egtcNuzeD/fvxlJqK6aDLj7TjhOrfsxWUCNmUwADBR+jLz/WXvtCTw/ZV6Y/vxYLicWBCkD9Ki7wFUcCoFwVVX9O/vW5FqS9k7OpdqzUaSNoPP0gsBJczuM2Vr5KNYvTTmS7wOPL+Rx67LBBNZVwMaFcVKFWySPM511gZk1gEMjm7vteh7HFMQxepJ0R+5pKzkb7/5110Nq9Bnn31WWO6i7RKot0r1PYCOLfoeQMqDgHIIq6Gmjp/XR39R5ziWBbaSVWuzusrk0omL5L6HRVcD6qjy9ytv4imZdQyG8eZWDmeimLYkIzP4IMz1fWt+ePexrLdLS7l/+9GP7hcU+qd/+Wf5ow8+6Gh0nytRnvOqymQzlBPFatfI7j7NarE3IXmL13ROB5SPdKnEfWDc5GTYiuN6kPUvGkvVserjbIuImRG/Djz/QdvKIrqU5lh/e9bBZ3CjPe3JrGNILvS/457HgQKB57+pm+WYkOR9WzQh6sL4l8l4XlvJnuk/moUR8d9886/vM9tf/fJX2hiKiIj8rXEcx0Bd6dZvBOrdc16NNNWKLz2Jc93EYFryrb4HYBPF6qX+3b3Pvjb0GVHl5CvJ9pt15bbVN9dVBpQWxerG0u7ReUEr/TcqGd9N3Um2fVz1JVgHOhR4/tO+L2E2xDe+HlRrt0Tg+adDea4rruDYWt1sFCtl+eOXySxJMf/94+of5OeffOJ0zH99+a37CaLmvyST7+BMj3l8M2PH775coMR72WzZl85Wf1x056oTH6swH1PWRFSzBWGfmsgIp67yZU5EzRnDjf7fDPT304mbKv3EHVSpM7/PyutuWV3KfX6Nv1G521EGA3REL5TwvO9xNMG8BFpi+fHO9BSkL3J+5pSRDDz/fqZnV6UyRnnMG3l4Elbo7Hvfk7Pvfa+NYd2jHr1/Uax2jN+pF4Hnn+XV+6Z+/zZOrvRqos/1thcZQZ1z5tRFznFE3H4/j8XS/jE1YdGmjbrotRTUgwee/ybnxLaxEg3zb4HcBcWZPc2b+F2OYnUTeL7z9k12fqnCtWysaDsy6wAqKZOZnbOSreCSbTuvC45itTug1/RgQGOBbAQ61+aJZSLw/O1UoH7pMP9okW7N19LJ9sLsTmI7VtH7LR2YZy1AlnIf4JfNzuc8DwuHu/sZr5G5z0ayzKlWkOkxH+T8zBxXmPr+OGM75/dGW4F6mURK3mtue32ykFkHgHYlH8g78nCS1APmH6sql6ablPrjeywtL1AiIuuWLpmjQaksanpJ+7RnBdnCA/m8jvh1OluaOpbN/e9TiaBskbPPrEWTzHGkT0ZE7rrl+FkHTGWCj40g9NAl6Mt7DhwC0LzXKPfqSAVK9PMQeP7rZLGjKFaXgeevRZ9gFLymofH1acHJTe5iVunj1Hwe67h/zS3H8V2PT7COUUj3mM3oHa2yLvsZv6j3QUHGL++TnJrFZPvMD1nbHw3bcdK35f2yuvwhqruNzv7azvKtz4euebwoM3bDib4MXjajlc5g2ZbSLnquN4LCrA/xpj/AHS7fJiVSqsnj1qVf/zPzNv36P5dqrdlOhlg6BTc6eA0lu6Qv83M4tZ/LwPN3xfK5Y/l8WqQ/c/Xv00txnDOjx30hlvesSyeTjM+JA/04rPstuP9Ciidg3khG5t5xzOfy+cJFzvetwuwaJCL7qZ/l/c1NpDu7nEjGe2wkV9yKkjP3MYnLzsbwgDETxpt344+58TPrh7vJ9ouc+pAo/IAv2EftYN3leMY+90VnoJoI1i1/CEuPryhYDzZbbeXJDKAdsmsPTiYcHsuDYzWRbSk4CUp+psw/Zpbt7p+vkfwhAgav73rlrs3t8fYp67O8rfuTWcfYJDWHD3osmx9SgeeHBZm7pyL5QWvg+ad12zsljKA9FJ0pKPMLrjM3ybg2+hynZ+DbZF1OTE1ozAwgA88/zrrikMGcfV/65CC9baosw5fPT9hOxcj62k6QKl5pcK4ldOGQaXQ9selFU5PDAGAMUn+nbFeYd+Ru7kbpz8YqgT4TTDE2vtzVQj7osZx60xd2XLH9kqRuO644vrbZuhYkgd6JSGZ3guOM/fkimc/HjXxekuFcs1wUKFtuU+lt8rbXE9bMSUu1WkdmjLFMe8C17cYqk+SGGBCnJ34BwJTpz+6b6PM1KU7Tn4NV6/2Nvwul1okgWMfouLZCyrl/XkB0H6QF5bp4tO2saAPjakJmpj2VoS7MHpcMWtPOXMYhInHOPqwr1EUP+zY7L9RiY+sQUVJuz2iHevxB9ILPMYl2owBQRH8eq0j3Y9fJoVdi+RyMKnSsSu4TlVh9VYRgHdNyUncH0cM2Y42WQtRRpyQnp0zG1/+vHfezX2abJsqI0ldQWrKoWfai0jcUnQAElhXwBppVN0vDFj0OBQBalfytTCepOvo7lItgHVOy7nsAXQg8/4XxdRJMPUltYy4oUlQPvQiMJe7T/4ztCmvjpWaWu0up4Ni3PF5XynLbwnKMDRklS4NgeS7abt8IAH2yfh4HGT3fu0SwDoxHUiO3UaNtTH5JFrmwLdVddwEMVfP+g6ODaWXepoN258A03RnI8YN9of9PMjmDyqpn1Kn7HQ8DqMUoORjU71db5vZ4O9R7ooJuMEB5LhnmxkUPl/zO2iazl3fOhJizpjrfyF399qKhfXUiueRptqOUjKXFHZ3q/RZl1QvLinpEnTqAuTmTVDMGozSm1xMgMutAtqxg7RudjiKDUWdtHWfg+QvHLK/LNk7MlpkDm6BbKIrVOjUBt+2Jn8nqjXUm8TZuBBNeAaBxSdIq+QzUc4+upXripjEE65idvCAy1XbwLGOzRcVDryveb4OuW/dFrONM2hpeyOeX72xLM6fv17TMSZtTDQhTi3c5SU1q7tVUXxcAcJGURurPwn1dVnTW87AI1jFL1iCyTFmCrcOKQ4nKOu/+jpIgMLO3eKqtYd5t99mChoO0+648tv020CrRRam2WBkq9dEVyQ3A1/r/pMyk94xNwuU9UON9CwCjEMVqVwfpded5NYaadcySEZgcyl2G+sEEkqzFfIz7Xeva8LU8zLSnv89yHXj+Wn/9ccGKq+YYVKomvW5LqR35fJXS5LEd6FVTF3IXVC5KrrgaBp5/X/OcEQSeSYsLT0WxOjIuZb6Vu+B9O4rVoWVcu/p59cU4kavxQZ0XgD+o6R9CxkYke4VbiwuxX6UBALSEzDpmJxV4mqUitp+npQOxRep+uQvkyMPSk4X+937BfTLlLKxgjjMzoI9idWN5vK91IHuhx+e0gFJqv48ku+/9QYMTWl09FuO1Sq16+kY/XvMxVs6oFATg64yve6NPUo4dNx/ypFgAmCTa+2AWUrXo5iTC13IXgJTqiKJrxp/K3UpnpScIGsddm9nevukM67H+di0iz2wlNA0d60Fmu41jpI7zKr24hb568EL0ayEiR1WXkR6rsiVQfXdFAIC54UMXs5AVrKM/yWvC69GfKnMVeL0AoFuUwQDoHF1H+sdrAADjQLAOoHF5gWDg+eaSzll17WhRnUC97PwFAEA9dIMB0AqXgNC1Cw6a00BG3W9iHAAAN2TWAfThkNrn7lH6AgDjwx9LAJiBJgN1TrQAoDtk1gFg4prOqJdYRAkAUBPBOgBMWEulL8ct7BMAYEGwDgATRY06AIwfwToATBCBOgBMA8E6AExMF4E6/dYBoBsE6wAwIR1m1P2OjgMAs8aiSAAwAYHnb4vIdeGGAIBRIbMOACMXeP6F9BCoB57/tOtjAsDcEKwDwIjpspdFhbuuReSo5gJHL2rcFwDggDIYABipjPr0tYicRLFa19gHAGAgWDIaAGbMEqw/iWJ1Fnj+axHZd9jFkyhWZ82PDAAgQrAOALOWDtbTZTEumfeapTQAgBzUrAPATOkOMrl0IH7TwXAAABYE6wAwX04dZKJY7eRlz3U3GgBACwjWAQCJw7wf5gTsi+aHAgAQIVgHAGguHWR0wL7T/mgAACIE6wAwS4Hn+1XvG8XqpspEVABAeQTrADBPb+rugCw7ALSPYB0AICJyUOVOZpad7DoANI9gHQAgUawua97/kVQM+AEA2QjWAWBmAs93WZm0tLoBPwBgE8E6AMzP674HAABwQ7AOANjtewAAADuCdQCYuShWqu8xAADsCNYBYEYCz1/0PQYAgDuCdQCYl4u+BwAAcEewDgAzll6JFAAwLATrAAAAwEARrAPATASef9z3GAAA5RCsA8B8nKa+v+llFAAAZwTrADBTUax2+h4DACAfwToAAAAwUATrADADgec/7XsMAIDyCNYBYB5epL5XfQwCAFAOwToAzFAUq92+xwAAKEawDgAAAAwUwToATFzg+WHfYwAAVEOwDgDT9zz1/WUvowAAlEawDgAzE8XqoO8xAADcEKwDAAAAA0WwDgATFnh+umUjAGBECNYBYNrSiyGt+xgEAKCaL/Q9AABAd6JYHfY9BoxL4Plvk6+jWD3qcyzAHBGsAwBymcFahsu8SavJ/YcW6AWe/1pE9kWGN7aBOul7AMAcUQYDABMVeP55R4faDzz/beD525YxvLV9PRD7fQ9gTKJYhX2PAZgjMusAMF2PU9+f1dzfOl1GE3i+LyJv9LfXIpLOUO8aP9+teXyUEHj+QkQuRKpfObCdgAHoFsE6AMxEFKsnLexTicijJGseeP6peZzk500ftwmUvjh5U7wJgDZRBgMAaNJx3wNAo8isAz0jsw4AExR4/kXfY0jocgyJYrXO+Pm23JXQ3HPNegeefy2fB5S5E12zxmUbm23Mumd90gqzaFJtsu+bKFaX+rb043wWxeqlwz4uo1jduD4G47Z923bmtiXcXy3R761kf0+iWJ2V3BeAEgjWAWCaFqnvM4PCJmUE2cmJw4Of6Qmw6br65Ge5HWQyJqvuB57/tkR5i3lCk77P/ZgDz98Xkde2Y0l2sPpg3xnjfaFPAHYygvFkH4eS3R/f9hhsJ2rp20qVAEWxOjO75xhOdekTJUVASyiDAYAZiGL1rK19V+3yEsXqSH95GcXqUfJPRFTevlOrsr4y7tf4CYnOSCeB+iu5C5xNpw77SPcp30ltci3NWut/l5bbkn+F9OTh5Os3YrS5TAfn+ucAWkBmHQDgapETmKsoVqW7vdgyslGsdjOyuImkFOXGCPiTE5KmT0ps3VQeiXwehLtk882f6yz6I7MspuQVgVxJx55UN5gqi2GZVxN8SV0BiGJlXjHwq4wVQDEy6wAwMTrQ7VqjC+Y41p6/avKYWRoIoq3PjQ58Vc19t8mcXHqUUarDQklAywjWAWB60hnppgKqdapcxSw7OW1r0aPA88OMHx23cbwSnJ7XvMWEzKsRQ5oUnBbFynpixEJJQPsI1gFg4toKqKJYPdNB+32JRZWAPfD8bb0C6oN/Ocd9ZNw3d9uWrRve36Lh/TXFpesNgJYQrAMAaqnQBvCeDrTTEyyVFATClgmOfQbtk6M74IiISNJ6MkPhBFsA9RCsA8CE9NWVI5XtdlpIJ90lxfi36zIh0tZZhYC9Ma7zHvw2BwGAYB0ApsZPfd9ay8YcWV1c7pltAetM4IxidZMO2kccsK8zbl90OIZK6LMOtIdgHQAmLG+FzCbpBY6SY64d7tLoZMqsFT6HLlVuknU14XlHw7FZZ/1gxCdFwKgQrAMAmmBdiTRHbnBtBv9jVxDUVm6zGXh+0WJKebXmrvyMY6cXegLQEoJ1AJiIPjKdgedfpI6bXp3Tyuyjnh63XqE0M/jPWNXUrJM/cxlDlzLGXPS8Pcm6v/5+W3L6tJtXG2q8N/z0DVVebwDVsYIpAEzXUfEmpeStYCqSWuGyDMt+b+TzRXneyM4g9AAAIABJREFUd9j+XhSrJ1k/68mliOznjPmJ7XmLYnUWeP59txXL/S9F5N/FsUzGuP/aYQLvoehSpaxxk1EHukFmHQAmKmshmxaOk3RxKRWo62BvbfnRThQrM2O7SP38LGOXJ0MMIPVVBGsGWj9vZzn3fST27PmO3u+64Ni252ORdx99v7WI7Gb8+MkQn2dgqvhlA4AJ0GUgD2qYCaj6Q003gKaQWQeAaSiabAgAGCGCdQCYpsJFhQAAw0ewDgAT5NjrHAAwcATrADBy5mqgAIBpoXUjAIzfm74HgA0nfQ8AwDQQrAPA9BwUb4I2RbEK+x4DgGmgDAYAJiaKVRPLzAMABoBgHQBGLPD8/b7HAABoD8E6AIzb674HAABoD8E6AExL1hLxAIARIlgHgAmJYqX6HgMAoDkE6wAwUoHnL/oeAwCgXQTrADBeF30PAADQLoJ1AJiIKFaP+h4DAKBZBOsAAADAQBGsA8B40fkFAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAmIFHfQ8AAAD04zb0t0XkOnXz0VaoXvUxHgAAAAAAxoLEOgAAM3Qb+tcisp2zyc5WqG66Gg8AAAAAAGPyG30PAAAA9CIvqS4icn0b+uedjAQAAAAAgJGhYh0AgJm5Df3XIrLvuv1WqIgXAAAAAAAwULEOAMD8OCfVRURuQ//tbeg/bmswAAAAAACMDYl1AABm5Db0w4p3Pdd92QEAAAAAmD2mdgMAMCO3of+2gd2wsCkAAAAAYNaoWAcAYCZuQ3/hsNmlwzbXt6F/UXM4AAAAAACMFol1AADmozAZvhWqAxHZcdjXoqHqdwAAAAAARofEOgAASByKiGyF6mYrVE7t4ljYFAAAAAAwRyTWAQCYAZfWLVuhWqe+fyQizxx2f071OgAAAABgTli8FACAGXBIfL/cClVmEr1E4pyFTQEAAAAAk0fFOgAAE3cb+mHRNnlJdf3zR8LCpgAAAAAAiAiJdQAA5uB5wc+Vy07KLmx6G/qvXfYLAAAAAMDY0AoGAIAJuw39fRHJTXC7LlSa2m/ZnuoHW6FyqXgHAAAAAGDwqFgHAGDaWqka18n4J2XGoavYr9sYDwAAAAAAXaJiHQCACXOoLD/aCtWrmsdYiEiVvuonW6EK6xwbAAAAAIA+kFgHAGCi9CKii7xtqrSBKTjmaxHZr3DXna1Q3TQ5FgAAAAAA2kIrGAAApmtR8POzpg+4FaoDnax3WeTUdM2CpwAAAACAsaBiHQCACboN/aci8iJvm6ar1XPGEorI8wp3rd2mBgAAAACANpBYBwBgghx6q99shapsVXltevHS7Qp3PdgK1WXT4wEAAAAAoAoS6wAATMxt6Psi8qZgs157mt+G/r6IVG37srsVKtXgcAAAAAAAKIXEOgAAE+NQrd5ZGxgXNRY8FWHRUwAAAABAD77Q9wAAAEDnnvQ9ANNWqA6Sryu0irm+Df1kP4O5WAAAADA3y72lLyLHIvK+iCwsm6xF5Purq9VZV2MCgDZxAgoAwITchv65iDzO22YsCWiXyvsMvfSPBwAAmIPl3rJqjObicHW1Wre4fwBozChOrAEAgBuHZPSrrVAddTKYhtyG/raIXFe8O0l2AACAGpZ7yzqxWF1nq6vVoGZbAkCCxDoAABNxG/rHInKat81YqtWzOC7Mmoee7AAAAAV6TqbnWa+uVod9DwIAREisAwAwGWNbtLSu29DfF5HXNXZxuBWqdUPDAQAAGL3l3rLOovImJSLfl7u+6n8od73Xy6yj4+JmdbViZiKA3kzm5BoAgDlzbJeyuxUq1cFwOncb+o9F5LzGLk62QhU2NBwAAIBRqVGhvru6Wqmaxw5F5HmdfWg7q6sVMxMBdIbEOgAAE3Ab+m9ExM/bZkrV6nkaqGRfb4WKKcYAAGAWlnvLwjgypdUE9nJv6ctdLFe5wn11tZpF3AugX3zQAAAwAQ5tYJ5theplJ4MZGJcWOTlu5K7Sn+onAAAwKSWr1A9WV6vLNseTZbm3rDMzUa2uVrtNjgcAEiTWAQDowW3on8pdr0kRkbOtUD1paF9Wc6lWL3Ib+nX7hr7cCtWzpsYDAADQh+Xe8lrcKsIH1cdcV7NXXcj+ZHW1CpsbDYC54yQbAIAO3YZ+7klMlQS4Q0U2rU0sbkP/hYg8rbmbyfatBwAA0zOWKnVXy71l1ZmJ9GMHUBuJdQAAOuK4wKiIuCfYXRbtpFq9WAOLn4pwAQMAAAzYcm95ISILh00HVaXuYrm3rLrGzqvV1eqo6fEAmAdOtAEA6EiFNiQ3W6HKPalx6R9OYr28opkFjg63QrVuYDgAAAC1LPeWha0Dtd3V1Uq1O5p2LfeWVWclUsUOoBROtAEA6EiNRTQvt0J1UHGfB1uhGvQU3qG7Df1jETmtuRsWQQUAAL1Y7i2PxSGWWV2tJpcjKtFL3nS2ulpVXv8IwHxM7kMTAIAhug39pyLyouZuHixy6lIBT7V6825D/42I+DV3Q6IdAAC0brm3XIjIRdF2U0yqm5Z7y0pt/6b+vACohw8IAAA6UKNa3ebZVqheOuzzZCtUYYPHRcpt6Fft55lGoh0AADTKdaHSuSWPK1axP1ldrc5aGA6AEZvVhycAAH1xSILvyl1y1WlxUxdUq3fvNvTPReRxA7sq7K8PAACQZ7m3LCzsmFtS3VSxin10C7sCaM9sP0ABAOjKbehfiMgibxszCd5QFfR6K1SHNfeBmlxee0dK7vrlU9EOAAAKkVQvx+X5smCxU2Dm+BAFAKBlDtXqL7dC9cxyv2OpuGgm1erD1FB/9sSTrVCdNbQvAAAwEY5JYpLCFsu95amIHJe8G4udAjPFSTcAAC26Df3CKaZFSfDb0C8d4JNYH4eGE+3MUgAAYOYck+qHq6vVuu2xjJlrf/o0ZgEA88IvPAAALXJZtNQ1CX4b+q9FZN9h08OtUK1d9olhaTjRLsJ7AQCA2XBMqrMIZ0nLvaVrDG46WF2tLtsYD4DhILEOAECLHBLrpROft6F/LSLbGT9m0csJabBHe+LVVqiOGtwfAAAYgOXe8oWIPC3YjJYlNVRc7PRydbU6aGM8APpHYh0AgJbchv65iDzO26ZOyxa9yOkL/e23tkL1quq+MA51+u7nONsKFSfZAIBRWu4tn4rIc8kuOhARWRtff3+KFdsO1eokeBvEYqcAREisAwDQGodqdaqHUctt6G+LyGtptn2MSMaCugAAdG25t9yXu4vKZVtxVPVK7tqljCYButxb5s1mFBF6f7dlubcsLKSxYOYAMBF8sAIA0ILb0F+IyEXeNiwwijbchn4od5V7TTvZClXYwn4BAHhgubcMpZ2/ZXUcra5Wg5sduNxb+iLypmAz+qq3zPF12MAFD2Dc+AUGAKAFTS5aCtShq9ovpJ1Kv7WIHG2FajRVfQCAYXLsET40h6ur1brPAbi0JCF52y2XGQQWJ6urVdjCcAC0iA9XAABa4JBYP6InOvpyG/q+3CXb/ZYO8WQrVGct7RsAMBHLvWWTi3QrEfm+iPxfsnkxualjFHm2ulq97OhYrpX99PXuyXJveSwV1sbhQggwHvyyAgDQsNvQL6y4olodQ6OT7a+lfIWVK9YUAACIiMhyb3kqIscV7trKApy6j/tzKd8ru8jL1dWqtTVLHKrV1epqtdvW8eGu4mKnVLEDA8dJPQAADXOoVl9vheqwk8EANbisFdCAs61QsYAXAMyATmC/Lnm3V6urVS8XZpd7y6ci8qLBXTbW63y5t3wjBTPPqHwenhrvKWYeAAPEhywAAA3SVb+5CxdRrY6xuw39c2m+qi+NhDsATEjJit1WK73rqFFtb7O7ulqpCmPYFpHrgs2odh64ilXsrczaAFANJ/YAADToNvQLFysisY4pug39Y6nQR7SCMxF5xoKpADAOLpXVht4XAy2rah9ti/XqauU0o5EFS6fFsVe+zcHqanXZ8HAAlMAHLQAADXJoA/NsK1SdLWoF9Ok29LflrpVMehG5tvD7BQADUTLhPJkq3OXe8rGInDewK+tFBsfntVIlPPq33FsWFunYcCEF6Ae/eAAANOQ29EMpqDahWh24b5l0Lt0l3JXcJd1fdXQ8AJi1Mi0upp4QrFGNbLqvZnd4bm9WV6udmsdDz5Z7y4VUW+dmMhepgDGY9B8wAAC65FCtfrkVKgJdIEMPCXcRku4A0KgSSfVZLsZYsjVOaVO/UDFHy73la6kWG9FnH2gZH7gAADTEIbG+Q19ooDzdUuZU2l8w1ealiJzwuwsAxRyT6merqxWLU0utquQsPLcT5rhobZbRrV8AjAGJdQAAGnAb+oWVJLSBAZp3G/qPReSFtFj9l+NS7pLuVLsDmD3HpDoVtDmWe8sLEVlUvT/V6vNR86IMi54CDeFDFwCABjhUq59shSrsYiwA7tyG/lO5S7p3gotnAObKMan+ZHW1Omt7LFOx3Fvui8jrEnchWTpTy73lqYgcV7w7C90CNRD8AwBQ023oH8tdm4pMJNyAYWk66c7vOIC5ckyq04aipoJqdi5aQERq9/Dn4gxQEicAAADU5FCtfrMVqp1OBgOgttvQ35e7pPvC8S4sTAxgdpZ7S19E3jhsOstFSoG+LfeW1yKyXfHuR6urFa3ugAIk1gEAqMkhsX6wFSqqP4CJuA39UESeJ99TrQ5gblz7O9PzGxgGx5klWVgbAcjAHzkAAGq4Df3CRaZIugEAgKlw7f1NUh0YpppJ9pvV1YqZuID2hb4HAADAyC0Kfv6yi0EAAAB0hKQ6MGLm72eFdjHbqcQ86ydg1vhjBwBARbeh/1hEzvO2oVodAABMhUulK0l1YJyWe8vXIrJfYxfr1dXqsKnxAGNAxToAANXlJtUBAACmYrm3DB02e9L2OAC0Y3W1ul+IXf++P8/e2mqRuvj2ZHW1OmtgaMBgcSUZAICKHBYtPdwK1bqLsQAAALTJoVqd3svABC33lr6IvGlgV7urq5VqYD/AYJBYBwCggtvQPxWR47xtaAMDAACmgBYwABINtIxJ7KyuVjcN7AfoDa1gAACo5rjg56+6GAQAAECblntLl0pVKtWBmUi1jPGlejX79XJvmXx9IyIHVLRjbLiiDABASbehvxCRi7xtqFYHAABjt9xbFi7ULiJnq6sVvdUBVO3NnoUe7Rg8TvoBACjJobc6iXUAADB6tIABUMdyb3khIouGdsdFPAwOfwABACjJIbF+tBUqWsEAAIDRIqkOoGkNJ9pFqGpHz/gjCABACbeh/0JEnuZtQ7U6AAAYs+XesnCRdhE5Wl2tKCQAUNlyb3kuIo8b3i2fTegMJ/4AAJTgUK2+3grVYSeDAQAAaNhyb7ktItcFm12aCxgCQBOWe8tjETltYddUtqMVJNYBAHB0G/q+FKx6T7U6AAAYM1rAABgKfaHvtYj4Lez+UkQOV1ermxb2jZngjyEAAI5uQ/9aRLbztiGxDgAAxsqlWpSkOoA+tVjVnni5ulo9a3H/mBD+IAIA4MihDcyzrVC97GQwAAAADXOoVr9ZXa12OhkMADjqINkuIvJK7lrKUOGOeyTWAQBwcBv6oYg8z9uGanUAADBWy73lUxF5kbcN1eoAxmK5t3wsIucdHe5kdbUKOzoWBoQ/igAAOHCoVldbodrtZDAAAAANc6hWV6urFbEOgFFb7i3PReRxh4c8E5FnVLpPE4l1AABqug39YxF5tRUqgiUAADA6VKsDmLPl3tKXu+r2/Y4PzQXLkftC3wMAAGDstkJ11vcYAAAAashNqouI6mIQANCH1dVKichB+vbl3nJb7nq3d1nhjhHhijMAAAAAADNFtToAlKd7uL8QEb/qPvhsHT8q1gEAAIAJCDx/YX4fxWrd8P635eEUaRXFSjV5DAC9oFodAEpaXa1eicgr28+We8t9EXku+ZXu6xaGhY5xZQQAagg8/0JEFhXvfhDF6rLB4WDmAs8/lrupiqadKB5n7/fA8/dF5HXq5sOmk4VAXYG3ubhxFKvO4uzA869FZNu46TKK1cZ05oaO9VoeJtePolhZTyoBDN9ybxnKXfInExWVANCs5d7y6epq9bLvcaA+KtYBoKTA809F5LiBXX1DRJ40sB8gqVRNJ9VFRK5lvBfS00l1EZELGe/jmb3A87fHeqFniGwXn9pO6EexOkhdSDgXfieBMctNqosIRSAA0DCS6tNBYh0ASrBVJWrOFXtJtV8UK5LqEJFmql2jWK0Dz7f9iCQmepPxmTmpJGzg+aHl5mcdHPeNPOzpeRPFasfhfi9E5Gnq5rIzqA7l7iJXss+3XVboA2iGrlbPtbpatTL7BQCAKSCxDgCOMhJET6JYnZXZT1vT84GpJbam9ngwWRvVnlGsWq1Csvw9OoliFTrePZ1Ul7JtyWwX8gLP36e9GTA6VKsDAFDDb/Q9AAAYg4yKRCmbVAcATF6rs0QsSfVD16R6enFT7aziUNL3s7VuAjBQVKsDAFAfFesAgFICz98WkRey2WdeyV3V5FmDxzoWkT8V+wKxlyLy/bYrQ/U4fLl7zLZV3c9E5NmU+0brZNw3JHtV+7XcvfbrjobUCN2f+oVsvr/Wcveatl6pF3j+Y7mrGNxP/ehG7p5T+i9myFnv4lJEvtXFhU+9gHXaYYvHSyfVy7Zw2RhvjbZk35Jm1hsB0A+q1QEAqIkp1gDgKKMVjFNP2xLH8EXkjeVHzj3cU/uz9dK1ttjI6/Od9IUvefhSz03g+U/lLslZh3OSSSeL00mmwyQ5HHj+tYhsVxjDWV6iKuO4ZVnbPmS8R8u0iEj2k+7dXEpTLVx00nKRunkdxSo3cWl5Hu5fk4qv62WZFk4Fv0vbcregbBVl3t+h2FuUlH5tMt5Xh+kLKVnHLGljv8b+j8W+QG+RZ21doGhifYQaxypsRZazLoiLl1GscnvFp/dP+yagf8u95cJhsz+Vggtjq6sVv88AABSgYh0A3B3I5lT37SSx0ERCIYqVCjz/pWwmw8+l2sVQp6R6lqzEvNxVacf66z8VexI2eW4KkzN6XC/18RI3cpcQO7OMy5e71yKdIH0deH6d12I7I/F6IyInIpJc3FjIXQLRt+zjWCcAnR73UDgmfF/JXZXqZRSrG32RYCEP3wOtVevWsMhJqJ8YX2clhff1e3k3ipVyON5aLLMsMpKcl3L3Pl8bz2fWOF7rvtY7U54hYVNm4ej0RboWk+oLy82lL4A6Hiv9+C8dkuqh3L0XE75sfmZdSkbrmjF9fgF4oO7Fe5GHnx0AACADV6EBoCTHitcbuUv4rJs8RsmkuC0RlVm5WVDZ6FR9nlPZ3mbFqK2q2em5KnjMzlXKOS0pKo+jwcriwor1nPf0qyhWR2XH0ZQGK9ZNuTMKHPZRmNTOek8anBc9zhlH7uvaR8W6633LjqHLqvAyuhqXrVK/qdex7nipWAeGZ7m3rDNTRUSoVgcAwBWLlwJASVGsdnTyIC+5ty0iF4HnvzX+hWWOYbs98Pxzl/unKr8TqmJye9e1pYtORJ9ZflS3xUveMa2vg+6fXXWfj8q0/ohi9SQroaQvNgyWToxZL+L0mVRvg35MTv2k9etpS6BXbeNijuGszPYiYhvz8zrvcYxKuv1N6VkhekZK2rrSaPL3CWD8zvoeAAAAY0FiHQAqimK11kmyRznJL9NzI8lemBDLSNQ+dkym2VrA7DrcL23t2PrCPE7VhfDqWFtuy1pos4hzQt3CdgFisMnPjAswU606LX2RoMn1E/T+Kj2vOhFvazEy6Is2bdKfo70ldjMulDb+2Wc7TsWZUBvvlaKZHw5sbcIAjJdaXa0era5WfcRxAACMEj3WAaAhOvl1Zt6W0xLCtRf4rmwuZvpaclp5NTzd/+OK99sQeP6ibEIor8WKg/er3Ml1cciM+97oHtgPBJ4fll1AtCO2xFidCwuDVWXx34at69w5itVRzYUoRyuK1aOMdkXXxu+bkrv2NKqjYdna7Jx1cJwT61bF/JrjsEmPrZV2XwDKoY0LAADdoWIdAFoUxepQJ7WzWrvkJsp0kmgjWZF1P52IThtNO4/A8x+b7XOkelK9T2vLbZWS/H2oc2EBaIvRgmudsYkvIm9Snx9dUl0cpMoFOr2Ya1rjC5Oy2CkAAADmhop1AOiAXuzwkS3ZU1TNHMXqmV687kG1ZuD5p5a2K8ep7y8HUKlbSLd0yOpd7bJYZCiWCtKeLCy3NVb5D8xZun2JXnfC2vbJ+Lwt/AwpQ89ESqvbVsV2nEVDu9po+VR3MWnL3zIuyAEAAGB2SKwDQLfWspl4LaxmjmK1Y0lkHAee/yxJGGW0gBlLW4+NpPqU+nwPtA2MVeD551NbtHQg/Dp3bjDJOinp92pGpfq15LTPqmBhGYdqcP+JttZnUHXubFvnY0R/azAAgefvF82Ocph1clL0t1VfePuF3K0Xsy41SAAAAAe0ggGAbi0stzn1zM1INF+L2BehHEtiOqP6c11yN421Wslom+B636yq+6GyJcMek8RthV/z/rbfk7wF5hqZqRJ4vt/EfrqiP/c2HnvG50xpGb8bZ03s26L24qwZj7vuwoTphVBJquOBwPPPzbZM6X/SwcLLgec/lrvZLM9F5CJjHEX7GOzi4wAAYBioWAeAjmSdxJWsotpYzFQn1dPJ4LEnOhauG+pEuPP2Dl4Env9+2artnNe30gWOwPMft93GJ4rVZeD5Z7LZQugi8PybKFbWtQFQjX6PHJTpY5/TJknlLZapX1vrGFzfk7oFlW3dhqFTjrdVsZGotrTkaspa6re4WqRvqFO5a/mcO2NdhmnTn0Ev5OHfiWd57YSaWGy5geKAbbn7HdqW6rM/Xts+Rw0vWVsAAIB5I7EOAA70oqDHxk2vROSJQ+/vY8lOTJVOXEaxUoHnn8jDZEs6qT6qREcUq8OM3vO5CUBdOdpIFarFYz2m3NeooDd8mcTAS9l8Hc8Dz3+SlzxtQhSrJ4Hnf182n8tt43UpHId+Li5E5KilthhTkSRqchMyBZ8dhS0QRO7ef1m/W3K3/oL1Alzg+a/lYSLqRqpXT2/ct+wFBr39Ot1fPWPb9NhFpNXkd2uiWK0LknqVBJ5/4fJcWu6Xfi+tx/i84v+wd/++cVxX4/+PjKfmQ9YRMJcYN1YRU2msIoFWRVwkCCw+VhEhhZcuEqSJKcDJ0yQRlaTJYwOi0uSTFCZdGHKhhAyCpJALrmAXcmPSLuTGA94BlJr86h/Qt9i71HD2zsyd3z/2/QIEm7OzM3d3Z3dnz5x7TjaHoPhdsTRWj2p71pz5ztoten+XmVtZQXXfU4rvQwAAho3AOgC4Gcf+vi7T4GuhjZX5wRmEesv31FtiLy1x2sdAR0YAsOj9RwWHsyIvguXLrmOIjyfn+tYGtSKyYy7qlNq+w/4nMm2ua5v9kDiOBMdSbT3roZiIyIfyIli+WaDsUJGLcdb3loisuRzbs2OtaPZpQn8IkYRM0PixHSlzNSo4hspmXthKbkn5sip5xzDKmXF+S+abl849l1mfKQlB9cobtqIbEj43UrPUh2b2vZh0uyk1k+U44Tyx9ovmAABUxSRQ7UWXVX0eaMpPRn9vPupLnzIC6wDgIBJcSgo8ZtmtOOB9TWIlYUSmQawK99GoyHNszTi1uFZHMzIzC2E2li1xL8WwWiYzbfbamTrtpWsrFxzDLZkG4oqWATmV6bEJi2gGpe+pY3Gru56YWZ5jv7Pj+UDcLji5BH1G4tgLwQTpUmd3pNz3lu+pUOaDw2lOZfp+TJ1RVMDcZ38DwbH4DKUDyXHhygRCt8uU5Vj0AGvfWWbciUj2xZS2M867LqtUW8KFuJnZxeqVGj6nnKV8LuxX1cTctg+OLQBdlTAjuvS5eGwf1vPxrn42NnUeaGbma3lxzjIypUk7f87ZyRcOAJAsKUDV1S/jLuMHH+qQcMJMhi8KyZtdXuF+lcQu4PL52A+OpdLImm6YOX/bkemsx8z67L6nxnW+RlkX3Kp4v3OeBcwzM150n0p3zpimzmtD/v6o83OrT0F1W4JZE+O0PP+tXoR2QcY6APRIUgZ1F7+MAQAvZGTtp114iZanytWAtihbnf0+z4haNKY+/4a8mHVU9aw5FGACA06Z4LNZY7EybLmaX5fVxGcNsAgSLmL1ItkiIRB8p4Wh9F7PgurxY9ZpJpNt5nmBx3dZRA4jf59Ix5PCX2p7AACAbL6nZvWQ40H10y5+GQMAXjCf37Pg+EoQ6guzfzIta5X4A9sE484FRXP0PMg7zllfieiPohWC6t3he2rT99Rzc6E9URDq3chxRlC9f67G/r7WRnarOdZGTe8XAFo0iS8o+zmYEFTv5O94S1D9co7yYC7lXFPZvuu6/j1ExjoAdJRDTeJGM5cAAPmZH1MiYs/acekVEa3PX6dojwl0R0Lvkdu+p65SYmqYzMWQxi+IJDSuPfA9RTkzAIvijswHwd8Rx95CcSlB9U4lLSTEHpzLsJiZVnFFZzdsy/neRrl6DDWNwDoAdFBG3UvqogJATwShvjb7TDf/vROEeqvdUaEPUs4FOveDHMOREFwfdaE0jO+pTUlvZl2o7JHJhhzFlxf5rE6YTbKb1uDetn/bvn1P7cm0Rn90PefXxNT2vivpzdNLlY6yPH5r88GM1/JIprM0Wqmr7HCcTWTawNGa4JQ1o8h4KyULV7v81jPjfEfSX8+JiKznCI5uxRbZtn017THmfd+YZs9zDeIjMntSVMmUU4svvm5ZNZPvqWOZfw51EOrVItur2bmgetZni+UYmCtXm7DebPvW5caHkn5MdEpnI/4AsMjMNP9xZBGZQjWIZpLO8DyjLPMDIZ5detTkjwJ0jwlo7MUWd74hE9rle+pERJatI9/nAAAgAElEQVSF8wBULKtBX+TYS1yn7D4c7r8m52vt5uX0GVtlD6Oketpps5NsDYdn+84KOqaN0daEuoBcgfa01zyrYW6K2r8rEwKgLuZmEJd4nDPWz/sKtiuSMeO5in04BGTH8qIHSOXbr0IVDUwTjqlOfpdbHu9q2sXAhPvkcct2wS1t+21f2E1DxjoAdFBbU4AXTRdPbNB/BNBhE4R6X0xSSyRgdeJ7irJeSERmOtoShHrFkugxC3akBorLSgkIJ2Z62oLTMv2M7XRARiQxQ7Zw4CrjgoSWaXB1LlCdULJibAKhR0GoLxccj62c1b6I3JsdRxlZ4ie+p2rJ8k0pvWl9vGb9PZk+T0cJ39/x8he2TN5dEQkThqVtCy2zSVKDkwmv52HGeyI+9rfEEhwWkUdJ+00Zz1jsAfXEYLPtPuY5qHvm1pGUqBeeEFTvZCNxy+dM6gwbc581Od+A97bMH2vrImK9IFbn90cbOv0FAwAAAAxNLHu91gAVuscS9GLmAhrnmpGZELAWcQi0Fsn6TAgGVpY1nbD+lrSYsZ5yvxnnoHbSTAPJVys5sc+Tw+uX9jicXseUIHvlgckqMpOL7EMa/O4vU44k4f2Yu6RdwnG5bpIOXO6vxHKxra6LZgmzDJ0ed8Lz3ckygLYZMVV97pV9bfqUsf5S2wMAAAAAhsb31Jrvqee+pw5mdVR9T103PxRmP9b2CaovDt9Th+b1j2eSpjUqB1oVhHqSENBYq6g0xRkT4B7FFl/LG0xNuEDQy/dZEOoLOYLqx5JQvifPxbsg1KdJQayS5VycXkeThW1bd1xw3wstIYCumtq/mbEQPy5XXIPqIiImg9o2gyAe/K5Ewtjeybpfn4LqRrzMVO5ZIQm9AlLLvBTcZmcRWAcAAAAqZqaHr8v0x+RBJKC+a4IcF4JQr7c6SDTC99TYvP7xaeUbs2OhjXEBedQQaLWJZ43rCi8+2rK4u875O8Jkmav48jKfLymv+TjnpiZ5Z+UkNe80M35qZS6KF2pW2ScNBi/jr9lukVlaCWV3mnydUj9DzMU7FVu80dWguin1dU5WCZgEtp5lZctiZl7E6BJqrAMAAAA1MBlPzhlZGCYTINqdTYUnkI6+MjWe5+plV1F33WSrx6kqA/e+p0Z9miWUJ6NX5stWiExrYZdlqzW9I9Ma4a5y1+NOUekFkqRjWkT2YnXvO5d1nFGXvhNMKZm4cYGLM21wrrOeUOqm66X+xrG/u1T/PX7BJF77v1PIWAcAAACAmgWhXiGojr4zZUlsmdQHpl5vUVdL3NfVkBtFjyzLqgho/6OCbXRaEOrL5rM5LbB422Syz/7Vnjlv43vqZDYGSQ+qT2QajJz9a8uoxX2XNfe82bL8E4Lqqx0Pqs9JmiWSJuEz39qINsc2VXxZ1y5qxZGxDgAAAAAlmCnVYwLnWAQmk/qCJZt80/fUWhDqIoEVW2mIrmd8dsmpzAf3Xq1gu01c8OiE2eyi2d8JDSxnDk1G+2rB8hm5zL5jLDdtu5Td8D0115y3LX35ngxCvR+btSAyLVc1mf2REFTvfEPyCssAxWu0SwWf2fEmtbslt1c7MtYBAAAAoADfUzsmuDg2fz+3BBuBQUoIkI1MA7+8bFm1tTQmHChbcLWK+tMjx30NThDq/UhPlAtin/FwbOrb18aUfBlbxnehglrWdbNlfff5fT2a/U9Cs+DOB9WNUdkN2DLLpWT5KXOsn5O3eXUbCKwDAAAAQA6RhqTj2E2X+5KNB1TBHO86tliZoFN8edp2bEHL5YaaSG5XsZEGm0HOSWn2WeQix+y+Jwn7quT56htTBslW977uQHHl5TaaklDC43rdFyMqZC0fZWYQqOgyc6GjD0H1qsw1P5Xyddrjx/pKye01gsA6AAAAAOQT/0G5YX5UD7mGM2AVhHpV5gMqSmKBJ4ft2C5K7ZnmkrVJCoblmX1imjTaGjU2JuH5K9QA1txnLvjJhUNr89SsWvYTy7KyTUed7590gcSR7bHlKiuTcMycmOB0192LLzAX+8bRZT18X0wq2MYovqBMWSTL59RGXy5UEFgHAAAAgBwipQG2zf/vtj0moE1BqHerCC4lbGMt0jRy7Lot31N3XYPKSWOP7FdZbhtFyj+NzOKJ6/jqYB7HXDAq8jhGSfeNPZ64ox4GDzNFnpfMmRGx1/mMQ2NFW7PftRwBb1vW7lrWsT1rdCr2iwFOkh6bec6ct5tw7IxdjkvLvndc39dlJXy378XW6d37oq7eFUUv4lhezzt9Oq/q3QEAAAAAAACKswWmqgoQpQW98uyjwuDZhmuQJqEZoYvTINQrZhu2zMvU/dfxepR4LFFHpgSK6z5tr9kdh+Cz67Yqa2hrZkKsldiEU+NQs6+x2EtnzEm7yOM+tHN2g1BvWO7v2vh0WURcA6apr3XObWVpqnFsJZ9nXWN5XLneW67HdNZzZBnHrb6VmyJjHQAAAABifE8tt1kzGeirhLrrhbYTmR1SpEnjbt4ZJUGoV8z+XGpYa5k2K7wwC6oneNV1/1WaPZbZ7Jocd70Wee6dg+p9Yx7biiTU0U5wJ/LcOB+TkRkdmTWok753Iq/lrsMudyPjTNrnXKPIhP2emv2uOqyeeqzPtpXzscTNZorpAvctwrqfPgfVjfjxm6uUVeSYnhQdgCWovtq3oLoIGesAAADoId9TB0Goe9G8C/1jyfQ8zQicAQAA9IYlsL3SRF1z31ObEusT0OcLFb0dOAAAABZX5MdAIz8CsBhMHeXj+PI+/+ADAADdFjmvvROEesv31JYkNIqNnpOklDRyKuMUD67Xfb5jCebvpsyq6AVKwQAAAKDPTnxPlamRCoiIiO+pY5kPqm8QVAcAAHWJNYL1TPD5v2Nlcy5H1n8eaU57K7beHbNaZoNb41zw3ffUXtKKZfieGtuC+H0PqouQsQ4AAIAesvxYKNQcDYiKNlYjoA4AAOrme+pAREbmz8TSc7Fz30lSScToepzL1O+/2h4AAACYF2tcNIrdfNVyl/g6VTmV+aZORyLy/0X+nsz+J083eaBit31PvUMdbJRhygrxIxQAADRlNPsfx/PYU8c+Q/uFRwRnnDQCAJDCZC+uyfSEZxbQHrU1HshEXgT2JwTyF1fa9FaycwAAANB1JpnqwPy5GoRaJ6w3FpEdkfTzXN9TOyIyzloP1eFJBgAMkgmIj2QaDB+JvakLFttERB4JAfpecqgbmfjjBDDHzzXe+wAAoC2uZVuqXg/VoRQMAGAQHJuzAFEj8++276m8990XkX+IyL4pHYHuOfY9lVh/Eosr8n1xYN77ifVMAQAAGuBatuVO0g2xJqi3yg0Hrrh60QPr94ORvJgaIiIiezf9zr126/eDLRG5HVk02bvp82MWQCNMB/PrbY+jRZOatqvMP5SjReRDmQbi4zXrUUCei2lk7EDkfGPSiO0g1Pz4BAAAjfI9dVdENkWqKe/ie+pQzCxtzn2bQ8Y6gIW3fj+IB2eu7d30J22MBaXckuYC6xOZNvX8cvb/BEurZ2oOzmrcX5V+B/mVTC8+u2THn4rIroh8yHFVDROE3whCvdv2WNCOWA3TGUrBAACAVpgL+5kX94NQb4jIhsN6l6sYF/IhsA4AGIQg1DojYDkRU09bRI4o39F9kYBXJR3tTWBtJNMg/ZpMg/ZdtCzT7JVNhyD8thCAd7Xje2qHDJ7FZD5PLvieOpDp5wA1+AEAAFAKgXUAwGAQMEMaE1ibFLmv7ykl0xkRb8g0KNcVLgH4fRG5N6TMXHORpOh9aVq5wKi5DwAAgKoQWEeVrsb+ftTKKAAAqJjJbN02/5z4nlqTF8H4tXpG5uS6iFxPCb6fyjTwvtXUgDrgwPcUF+MAAAAAFEZgvR9Gsb8nLYwBAADkYMqzHInIlsv6vqc2pZ2M+GWZ1n6/nbLOnY4F3kdVbITa6wAAAACKIrAOAAAa5XvqOZnC84JQO2XE+566LiLvSLMB+LTA+0REbvW4zju11wfG99SyiJxEl/H6AgAAoGoE1gEgZu+mP2l7DMDA3TGZwiIi+0Go11sdTc8Eod6XjIaupgzNOyIybmBIIxE5TCg1o2UadK+kAW1EvPxcaeaYPApCfbnqbaNxJ7G/N1oZBQAAAAaNwDoAAGiUKSmy1fIwBs1kj29ISkDR99RYRG6LiKpxKEpE9hKC7kcism7q13fFmgmwX+5xBv7Ci2an+55aDkJ92uZ4AAAAMEwE1gEAABaQqSu+m3S7KTlzV+oLvK+JyHFC0P2WKY2TZFTHgCIOaW46DATVAQAAUBcC66jSKPY3mV4AsMB8T50EoV5pexwoJqvkjO+puyKyWdPu75rtx20Hob5V0z7nUB6mOr6nRjI9V3xDphdVmjARkUciMglCPWlonwAAAFgQBNb7IV5H9FEro8iPDCEAWECmvveh+f9ZLfXdINTUOR4QE+C2Brl9T23KNNu9aptm202alYfZMFn+iGiopFBRI/PvdsLMiKiJiNwhAA8AAABXBNYBAEBlfE+diMhybPE1glWLxZRxsZZy8T21I800Va3ajhn7yqKVFzHB8522x1GzkYiMUprwbvA5BgAAgCgC6wAAoDTfU8sichJfTo1qxJmZC3OzF0xN9x2ZvzDTNSdDrb/ue0qJyIF0M/u8TUpEDixB9/0g1OuNjwYAAACdQGAdAACUZjJ4L/ie2hOR60LZDOSUVNPdBHv3pLm63E5MeZjTPvcR8D11LC0E0V+5dEleu3JFXrvymly8eFFeuXSpku1+/vixfP3kiXz++HP5+skTefr0aSXbTXE9Uu5qhrJXAAAAC4LAOgAAqAzZm6jBSDoWVI9Y7kuDU3OB4riu7S8tLckvNt+R8dtv17WLTNNg/RXnMfzn6VPZ+WBHdj/4oMphjE3pnBkdhHq1yh0AAACgGwisAwAAoHOSygt11KzBaadKgyT0PChsaWlJ/vj+e/L911+vapOt+tbFi/Lr3/5Gfv3b31hv3/3gA/nD735fdjcqltU+CUJ9rexGAQAA0D4C66jN3k1/0vYYAADV60uGLvrLUl6jL2alQVopB1Jlk9E3b9yQP77/XhWb6q3x22/PZb8/e/ZMfv7Tn8nnjx8X3ewodnyvBqHWRTcGAACA9hBY74dR7O9JC2MAACw431ObInLX/LlGgB1Va6vmdw1m5UBqD7BH+hoUdvHiRZl89mlFIxq2paUl+ejj++eW/efpU7n63e8V3eRxpCnquuk1AAAAgB4gsA4AADIlZBCvmKalQCm+p+6KyGbb46hBLQH2ss/Xa1euzAWHUdy3Ll6Ub/SL8vXPnj2T0Xe/J8+ePcu7qb1IkP1aEOpJJQMEAABALQisAwCAVLagehDqC22MBcPie2pNRA7bHkcDSgfYfU+NROSgyH2XlpZk8tmnsrS0VOTuyGlpaUm++OrLs78/f/xYfvLjm3k3cxAJsnMREwAAoIMIrAMAgFSzILrvqQMR+TAI9W67I8IQ9LiOehmzALtzCaWiDUi///rr8ue//iXv3VCD165cOZfR/p1vv5o3m/3EBNkpvQUAANAhBNYBAICTINTX2h4D+q9ooHhgZj0KToNQr8RvLJqdPn77bfn1b39TwfBQp2g2++i735OnT5+63nUtckGKLHYAAICWEVgHAABA7apostkDk5TbHsX+vipyNhNEglBfM/8/yrPDVy5dkn/++1957oIOiTaNfVmt5rnrLIt9g1lEAAAA7SCw3kN7N/1J22MAAAxPJJN4Pwj1etvjwTD4nrouInstDmEiIkcyDWwfBaHWLY7FyvfUSd7SOF989SU10wdmVi7m6ydP5Ec/+KHr3XZ8T+1IxQ1yAQAAkI3AOgAAiNe7vu576jkNSheb76lREOpJifsvi8hJdSMSEZFtEflHmXF1Sd6yOG/euCF/fP+9GkeELnjl0qWzIHuOeuylG+QCAAAgHwLrAAAssIRsYjLWITLNhFVSoJZzgcak2yJyr4vZ5HXIG1D/57//Ja9culTjiNBVs3rs//vuL+VvDx643IUAOwAAQEPIROuB9fvBuR+nezf9Tr5ufRknEMexi0WVUPOahng4Ew2Qu8xg8D11KCJrlpu2g1DfqnJsfZTy/FjNspaBmZxlYkRE1oNQ79c1HgAAgEVGxjoAAAsqmpXue+ogCPW1NseDbpsF2W0Bdt9TWyLyhkyDeLrZkXVf3jrzBNSRZFYmJkeAfc/3lNOFMQAAAORDYB0AAAhBdSS4JiIH0QWRLPaz2Q1BqLdEZKvRkfVEnrI4BNThahZg//zxY/nJj29mrm+Ow9Mg1Cv1jw4AAGAxvNT2AAAAANBNGU1CT3xPPfc95VzaZJH4njp0Dar/89//IqiOQl67ckW+0cfy5o0bLqsvm/dsvAQYAAAACiCwDgDAAjDBlOe+p+62PRb0zp2M2w/NsbXTyGh6wATUMy84vHnjhnyjj2lMitL++P578o0+lqWlJZfV9wo0GAYAAEAMgXUAAAYuFkDZ9D110tpg0DumzIuLsQmwL+zx5XvKOWD5jT6WP77/Xt1DwoL54qsv5YuvvnRalxknAAAA5RBYB7DQ1u8Ho7bHANTF99TIEuTbpsYuCpjkWHc5MkNiua4BdY15r2WW2Pjo4/uUfUGtlpaW5Bt9LK9dueKy+qHvKQ5IAACAAmheCgDAAPme2pP5IN9qEGrdwnDQc0GorxUsHXHie0pEZD8I9Xq1o+oGc/HAKUufgDqa9NHH90VE5GW1mrWq8j31PAj1hdoHBQAAMCBkrAMAMEBBqNeDUF8wgZJ98/+67XFhYV0fYha776ktcQiq/2Jzk6A6WuNae31o708AAIC6EVgHAGDghpopjMZlpr06OjEBvMOKttcKUz7jdtZ63+hj+cXmOw2MCEj2xVdfyp//+heXVU98T41rHg4AAMAgEFgHAABAphpmPKxFsthHFW+7VqYsjspajyx1dMn3X3/d9Zjc8T21U/d4AAAA+o7AOgAAPed7alZmY6vtsWDw6pr9cDALste0/cq4jHHWPBLoIsdjc+x76qDusQAAAPQZzUsBLDoV+/u0jUEARZmswrH587bvqdsishKEmmMZlQtCvW+akdYmErjWQairKj9TCZeg+mtXrpw1jRyCrMaXv9jc7Eypm78/eCC/eveXmetx0WP6HDg0NR35njoIQn2tiTEBQNPW7wfnvtf3bvqda+K8fj8Yici5C51dHOeQrd8PDkRkFFl0Z++mv9XOaNA1ZKwDWHQq9vdRG4MAijA1nsfRZaZJKUF11Gm7of2oSKmY1jNnXYLqb964Maiguos/bTd1OKT70/Y9guo5OT4XI8rCAAAW3Cj296SFMfTO+v3gYP1+8Dzyb6vtMdWBwDoAAD1kq/EchJrsFdQuCPWtFnY7igTZ95reue+pk6x13rxxQ/74/ntNDKdRr1250vYQMv1p+55TgJ+g+rwcZWG2ah4KAABA7xBYBwCgh0xm+gUR2Z393e6IsGDanN1zvckgu8nWXU5b5/uvvz7IoLqIdKbMSxKXoDo179M5Pje3fU+t1T0WoG5mth/QJ6PY35MWxgAgATXWe6Av9bP6Mk4AGJIg1BsistH2OPrM99TI/O/sv1djfy+qifnvo+jfQagnQagvd6TR6PXIOCZV14L2PXVdYuWW4i5evCh//utfqtxtp7hkrH/y8KF8//XXGxjNeS5B9YsXL8rks08bGlF/OdZcPxQRzvfRa0GoVyPfG5eDUFMGckGZ2uUAUAqBdQALzTQd2Wp5GABS+J5SMi17M5Jp0HvU3mgWyij239siInU3Ly1hVEPj08yMeIK2Irsf7DQeWP/fd38pf3vwIHWdoTWSrZtLcN331HNmSGEAVkTkREQOzXfaaRDqlVZHBADoJQLrAAB0nO+pZRG5HoR6t+2xFGEywkdCUBzNUbGM+pW8TX1dMvIXpbzIa1euyOePHyfennZbHQiq1+fRZ5/K1e9+L3Ud31N7QajXGxoSULkg1Ke+p7ZFZNMsWo585t8JQr3VzsgAYFBGsb8nLYyhdgTWAQDoMJOtfWz+f8cs3mgjyB4JkL8hItTaRZ+cRDLtM4MmvqfuZm3wn//+V/lR9cQvNt+Rn/y42eB5Epeg+lAbyTbhWxcvyvdff10+efgwbbXrvqeW816sArokCPUt31Oblptu+566bf6fUjEA5uzd9CdtjwHdQWAdAICOigbVI64FoZ5UtP01EbkuIu9IRnPGBTUx/z0VkS9jy6Sq16EtkdryIvP15ZX5N0TRoEnS9H9bsOXMK5cuySuXLlU/so5yqbP+9ZMntT8nP/nxzczs+F9sbna+4WrX/fmvf3Gpt34i1FtHzwWhvpAxO+kwclF2NQi1rn1QAIBeIbAOAEAHmaDnQWyx0486k4H1lgw7q3wi06aaE5kGR8koyyl2YWCSsNqcjjQtrcpy7PHckemFplSLlK3uaveDnVqzxF2C6v/3/nvyPzdu1DaGRfLFV1/Kd779auo6vqe2KJmBAViV+SQGm+NIkJ1MdjTpauzvR9a1ALSCwDoAAB0UhHrie2oiLzKJV2VaN/quTLPM++pIIkFxSgn0y8CC6ja3s1b4vwUtMZJVZ/1vDx7UFlh3Cap/9PF9p8x6uFlaWpKLFy/K06dP01a7LTSAR88Foda+p3ZFZJzjbtFM9ltBqLcrHhaaMYr9zcUSALkRWAcAoANMg9LbklyComtdEo9E5B8yDY5PWh4LGjDQoPpEpjXXJyJuj3FRM6LbqrPuElR/9Nmn8q2LFxsa0eKYfPZpZkkY31N3g1DfamhIQC2CUG/4nhoXvPvdSF+OSRDqaxUNC80j2QNAbgTWAQBogAmc35V8GVFNmsg0i3ybLHLE9Tyovl1V4O+jj+9XsZleaiMbfPTd72VlTMsXX30pS0tLDY1o8WTNVJDpxWAC6+g9h3rrLkaxbVCXHQBe0G0PoA4E1oEWJdRQliDUNIMCeshkO92V7jQCPRWReyKyyw87FNWToPqRiKyXOc59T819H8dRaiTdn7bvVdY4lKB6N3z08X2XrPURM5cwEJdF5LDC7UXrspPNDmCh7d30ddtjqEOuwLrthxUBQGDKZKOeRBbR1AaF+Z7aklit37o+b+Of7Xyup7O9Ni3ZF5F7BDNQpw4G1XeDUG/UtO1R2o3jt9+uabf9kZW9/PcHDyoJrLsE1b/RXauOtdAORIRzB/ReEOoj31P7Uk8vm3g2+0YQ6t0a9gMAaBAZ60AFfE/tyfwJ2KHvKR2EOj3NB4ixBLLqvkizIpGLQr6nni96cN331KZMM8/bciTTus/7LY4BC67loLoWkWtNzbQwM8hS/fq3v2lgJN2WVWc9KxjugqB69/z5r3+Rn//0Z20PA2hEEOr1hr7/dnxP7UT+vkayBAD0D4H1BWOmOY+iyxY9gFYRnbCcOsVwZhofnWtc6fr+9D11XaZZ1Gt57mfWPfU9pUVERccy9GZkvqeUiOyJec4aNhGRWyYzKv7j7U4Q6q3mh1Se76nDINSX2x4Hyms4qF5ZDfQSujALpfPqLoXznW+/Ks+ePUtdh6B6877/+uuZ61AOBkNSUb31vA4iZWNEqM+OF0axvyctjAFAAgLri2fU9gCGyAQEbpks1zdE5B9BqLdbHhZ6xHLy7lyHsYoT/yDUq7HtDKYZWUt1z09lGjjfTVvJ8trt9jGoHi2PE3lM62Tc94+lrFnVbnX0+3GUduObN240NIz++/zx40IBeILqvXdbCPZgWNZlmoDRluNYoJ2M9updjf39qJVRAOg1AutAhUywoIsBA3SYJbjqHHgyQeO4O6UHNd32Vp+CvOa52Mlar0JHMn2tJkU3EJ1Z4Htqp8ba0bVJuLCzEoSaGTs9Y2ZxVBm5rLMeeqPGbw/iYVQiq876n7bvyUcf5wusE1Tvvu+//rp88vBh2iqjhoYCNCII9X58RmfL4hntg/mOBYA+62xgPVrrsq0rs10YwyIw2XFnpRiaeq55fZNFnpvTOmt7x2ra6kWc7mgJSuZtZDQXSC4RDN+W86VobotI0W3VxvfUmkwbpTWRga5lGjyvPfO6bz+OTPmheCbXaRDqlTbGg3IqCKqfyrQfhK5kQB3zyqVLbQ+hM7LqrKcF3W0IqvfD+O2NrMA6MDiWGZ1dMo4l2Az6exgAuqqRwLrtyyiWpZf6ZRW7MiuSs5FfdIp6wv7XROQw5xhyNaU0AcSD+PIi9c0Tni9rTV6XE4GMdSqt9VvwuU59nmyvr0SyJV2CBZZ95g4OZR3nVUt43CI5xm6ruW9ZJ76oUENW31OHklHLuorXwWEcJ1JxQLbo65xQW3s3533yrJOVCf8PidV4b1tCY+A6dKHGc6+Yiw0XIu/tupvsoiZJ5ygZnMtVdZ1L41K8UGWd9ZdV9ukEQfVuqLu+PtBVLdVbL2JZ5svHkNUOADVrNWO9xBfUofnCKDzV3GRJb0rxZlVqNn6af2ZzqNk6Mf89l71uZJXEmMj867hm9lm0Lt5yV1/ftOcyR6PLpPfeqYjckxevxxsyH2jNdexnBNSP5EWD11H8xpoyX6vOcs59kUHkLMAfpbMuYpnnsrCs8jJBqCe2C1tNMIGtPak/Cz3vjIBK+Z5SQ8skollpv+UIqg8mkG4xansAi4ig+vCYpA8X8brGVRjVsE2g7+JZ7SIE2wGgUq0F1mOBvdRGHCmBxBPfUy7dsicyH3iNby8zSJ+UbW0eS6vBmiTxwGfTWdURc69fhfvVlmXxIEFmJmXScWaes05ksyYFxHME1G0Z6kcpgbGJmAaWtufHjCfxvWOyjeNB9VZP5iqcJVL4cZgT3HMBZJdZAPHXqer3c1NZm6bJ792ad9PJz2SZzySiFjlak9GXYJHK+tQR5Bs0lzrrv9h8J/H2rKD60tKSfPHVl4XHh9YUTVgC0BxbsH1fpufOnJP2wN5Nf9L2GAC80HaNdafsJ/MBfyGhhMOxiJQJ0Dp31zaB2a54QOQAACAASURBVAu+p+7KfBbvju8pTa3ueQnZK5U0VxQRCUKtU7JsnZtARo4zW93gTd9Toeu2qpZSDsM5KOd76ljmm+843z/y/MSDuSeS/B6cG3OfMiQSAupVBJvigazcGb8JQfCyx2fl2eIJn5dVcn6Pty2hnn4vfsCYse8HoV5veyyoRsIFrvUm+gmg/7LqrP9pezsxsJ4VVL948aJMPvu01PgAAM4WOYN9FPt70sIYAPRcq4H1vFOKg1CvVFzfbL1IIDwI9S2TvTuO3XQg5YL8Q7Uv8xkst31PbdccVCoUcDMd4DdkPvh5V8oHLnNJqUmft8/ASOaD6kWDetckNiPA99SO6wmZ76mTrmdBlp0ZkLHtuUztgnWpbT0bys6qSE4vzKmGWpRHMr0Q2otAdJzl+dAdzag/J3ah8bp5HGmzXNADkR4di5SVjgoVrbedFVR/7coV+ejj+4W2DQDIRJIEAFSszcB6ZRnLvqdGBQPkhbOyglBvWKZQFR7LkAWhPvI9tS3zWasnkUzzyss2lMliDUK963tqbnq876lxU8GwhMBk0efJVj9XV1j6Yywic4H1hGY/y5FlnQrQpTQ2rbJcR/x90KUMkVHs7zKB+suS0ag4RW+y0F2Y4PQ5RRoANy3h/UDpmp7zPbVp+jlstTyULtFtD2ARjL77vdTb37xxQ/74/nsNjQYDNKlhm6ciUkdNoknVG+T3Z7160rw07lSmyVi67YEAwJC1XQpmiEbCFKI5JpP2VkI5EpFpKZ1oIFt3IPA0kflA41sislv3jlNO3nZ8T+1XFNhyaVZXmgmuJ2Xer1kea+OlCMyxN7bcVPtYilwosWW9y3QmQWG+p1R8WcmLU0e+p3bF/rxGOZfj6itzDPVqNlOL/ThQsyFdtKpQ2PYA+iirzvrnjx+fZbb/77u/lKdPnyau+4vNzdSa7OgHvicwRD0Kqt8xF84BAA0isF49MvlSRIPlGQ0MVeQkJlfZkwrFm26KiDxqeAxzZVdkmulfxYWHUoHYPGb9CUTOmqAeiv0Ci4jI3mwmQ90/0FIC/rXUGkzoN1DEXM3yCoLTx7G/S19QMDN7rss06/lUpkH0Nt7LyGn23vM9dSjTfiitN28GajQRmi7mllVn/fPHn8trV67I3x88kL89eJCyHYLqALrJ/F7tqsEnpwBAHxBYr1hSJlgQ6klKg82FZJ6rc89XQkbAoe8pp0a3FbOVBGkqkzpabsFWTmV24aFwWYa2TsTMeM9dFIjU+5XY8ud1BNdNcP/EclPd9Yavlt2ALbNcSs6SsZUEqqr+IvWb+61LpZqAunCOVkxWnfXPHz+WZ8825Ffv/jJxnf97/z35nxs3qh4aavCn7XttDwFoQ1ISWBtWKesCAN3zUtsD6CvfU42U0Vg0QagvJARSR3m3lRCAdL2v9SSqqWzbeLDcPCe2vgQnprxOlrkLPiYTtROCUG+Zx6jjt1U9TnNBYi6obo69PgSBbU1Ly150im+TYGpJvqeu2/pwAOinv6dkXMPu2bNn8p1vv5p4+0cf3yeo3iO8B7BoOlACZnX229j80y2PBwBgsdCB9aJfliaoPoovL5JZm3cMdXzBV9jAsmuOTWZyLiZ72lZqo9W6kZHgc5zyPfU87bEmlHFY61Jw3bCVX7GV5MnN99RhwvtnpcHXtopSUaqCbZyxPCf7lGupxJ5MeyI8N/9U2wOy8T01MuPrUkYW0Dl/+N3v2x5CJ6VlrX/95EnibY8++zQz4x3dklYj37AlgAC95Htqr4XdXiOQ3q69m/6k7TEA6J+FDqyLTINKrsFq31Njs+4ofptLYC5pHTOG1OBhSlBwxrXExMSyrPbs+zz16SqeDXCSFXSO7HdknuO5kiRtB9WjzFgmlptO0gLl5n7xwO6aeX5qOQZiDWld2MZRqpa876m75nU99x6LnLQ22RehU/OofU/FM/d1VSVgFpnleT3q4o8j876fvec2u3wBAGhAalDw2bNnTY2jV4rURv/iqy/lWxcv1jAatImmiRgKcy50vYFd3YkF0icN7BMAULFFr7F+JCbYViITPFeTwyDUtnrZItM64i6bOA1CvVJ0vEGor9num7S9KgLKs20nZEROZPoapAW+i9a93hWRsfn/k4L1U2tpYlmWeR1tdcLX0mqvm2PHdr9RiWMq7RgZp5TDmEh2iZ/CNeTNSXFimZwS7/mNINS7Gfs+kekxfW78ddXxtT2WrPduZIwzVTTEXXjmIum5z7Mu1ikvcswAQxaEesv3VGoD06+fPJFXLl1qaki9kDfr/BvtUr0OXfPzn/6s7SEATarrg6ruXk4AgBYsdMZ6EOrLKbWr05xGriznDrqafeYNtMyuaCd9GY9y7t/aZLUmaYHRkSQH1bfL1L0OQr1hHqutDEqWlaKvb1OCUJ8mZKGLpGSvz+5X8Nh35lBfepRy2+z5L5NNXkuZG4eg+rG8OKYzZwKY0kN59n9BphcFCzNB1ej7bp+gemXeiv3dh6D6KUF1INuPfvDDtofQawTV++uThw+zVtlvYhxA3SyzDsuKZqUTVAd6aP1+MGp7DOi2hfghbWqI2xr+LcTjXwRkX6IvbDMGmjxWLe+Vy9RUX0yz+qGU/wGmzAXh1BJmBIexaD55+DAzY51zbgyBy3eAo9UulgDEvPX7wbnfRXs3/U5+lvVlnENlAuvn4om8Bm4W5dhd6Ix1AKia76kt829ku91k4e/H7lN740gzpnNfbCZ7hqD6ggpCvU5QHXgha0aSiMhPfnyzgZEA3UEZGCyQokH16Gx2mo4CwIIhsA4AFTHNIG+LyO20BkSWYKZzc9+C44o35d0guwwArFJL5X3++HFT40BOXz95Ij/58U15Wa2e+/eH3/3eeRufPHwoP/rBD+e2sfvBBzWOvLscSsCIiFDeAr1XoPfSKSVeAAAiNC8FgCqNXFc0jYy3Zn/7ntoKQr2VfI/8TNb8SCK19KveB6Z8T20GoW6yd4UT02vhnksmLgCRINS3fE+lXuz8zrdflS+++rKpIS28l9X5FiAffXz/rGnqd779qjx79iz1/rsffHAWGP/iqy9laWnp7Lb/PH0qV7/7vcwx/OF3vz8L0Me3MWQu2eol++EArfM95ZqpTvNRAMAcAusAUAHfU9cjf15zuU/dQW6TNT+pcx94keUUKelzpwsXMEwDrmUR2Zn9aGSmAuBkQ1JKAjx79ky+fvJEXrl0qcEhYea1K1fmgu1LS0vy57/+5Szg/off/d6aZf6db78q3+hj+frJk7lmtK9cuiT/769/kW9dvCgiIv/77i/lbw8eWLfx6LNPz9Ybqv9995eZ6/Cdgr4zvY/GaetwnANAfuv3g+W2x9AUSsEAQDX2Zv+TVgYGw2J+kJ3TkaD6c5kG1c/wwxBw4zLDIx6URT1sNe2jQfVv9LF8o4/li6++PAuqi4j8+re/kW/0sXz/9det95+9fktLS2fb+Oe//3UuWP7H99+Tb/Sx9QKKS5Z739kuKsTsZ60A9MBJwvLLs1IvjY4GAIZjre0BNGUhMtZNkIsvxQHjpAcdMml7AGhU/AfZHetaDbLVCeUzEsjHlOtKrbk7+u73ZPLZp00NaSEl1bT/57//5TRj4M9//ctcdvvMN/rYaQz//Pe/ErcxVC6Pl+bX6DvfU/EPgX2OawAWo9jfkxbGgA4jYx0ASorWZgxC7VQGBsPUhWx1E0SfxP4GkF9q34SnT58ubFPLJvzn6VPr8qQs8rzbKDOON2/ccL5/33zn26+6rEadafSa76mxiCjz54rJTieoDgDIbSEy1gGgZuO2B4B2dDVozQUeoDyXRqZ/+N3v5X9u3FiYZpZNspXbyds09leWOuFVbOOP77+Xaxt98Yff/T6zGayIbNOwFAPwTlfP4QAA/cKXCQCU4HtKicgs9a0TTSsBANXJKgkjki8DGm5s5UjyPs9d2UYffP74sbWmfcxpEGqy1QEAQKr1+8FIRA6iy/Zu+oOMQZOxDgAlBKHWwkVKABgsl3rrL6vVQQZb22IrsfPRx/dzbcNWn72KbfxiM3USQy/95+lTl6C6EFQHAAAu9m76E1mQOMlCPEgAAIbI1AjdiSy6Zhp2A6iQ76llmW9WPIfgejW6kmm+CNnq/3n6VK5+93uZ61E2AwAAYB7NSwEAyMn31PPov5bGsCzng+oiIkdtjAUYOlNT+nLWerZALMp77cqVTmxjaAiqAwAAlENgHQCAHHxPHcQW7bcykPns2Q0aygH1CUJ9JCKZjYEJrpfz85/+bG5Z3hIuf9q+14ltdNnfHzwgqA4AAFASJ0oAAOQQz1BvI+hgyZKfBKHODPgBKC/WtDrRP//9L3nl0qX6BzQwXSnhMuQyMD//6c/kk4cPM9cjqA4AAJCOjHUAAHomCPWF2T8RuUVQHWiOaVqd2cTxRz/4ofzhd7+vf0ADUlez0Cq2MZRSMt/59qsE1QEAACrCCRMAAABQgGuPhaFkOtetiizxn/z45lyAvo1tdJFrmSKC6gAAAG44aQIAAAAKcg2uf/HVl7K0tFT3cIA5ux984Dp7grJiAAAAORBYBwAAAEowTY1HWeu9duXKoBpgovtyNNO9FoR6UuNQAAAABofAOgAAPdCFpqkAkrk2NRUZRlkRdNsnDx/Kz3/6M6d1+T4BAAAohpMoAAAc+J7aEpHbkUWNTZn3PXUoImuRRUdBqC83sW8A+biWhllaWpIvvvqy7uFgAeXIUqf0CwAAQAkvtT0AAAB64q3Y348a3Hc0qC4E1YHuMtm/61nrPXv2TF5Wq/L3Bw8aGBUWwY9+8MNcDUoJqgMAAJRDxjoAAA7aKsViyVYnwxDoCdfsdRGam6K4vz94IL9695euq+8Hoc688APUyffUpoi8IfO9KbSI7IvIh0GojxoeFoCSbOc9lBtDHpbfvjoItfNUvBz7qey3PQc4AAAOqHEOoAjfU8sicuK6PvXX4errJ0/kRz/4ofP6fG+hDb6njkVEVbCp1SDUuoLtAMiQkBiQGeAksI6ifE+tichhdFmdx46tN1LR/XGAAwAAADXzPXVXRDZd1yfAjiR5A+pCQBIN8z21IyLjjNW0iHwoIkcisizT4Ptb4hCE73OgzgRzbot5fvr8WLrC99R1mT6nayJyJwj1Vrsj6jfzfO7Zbss6XgmsowjLcZN7hrbvqZGIvBGE+laO+8Sz47fz3H+GAxwAAABoiOUkPhUlYjCTs+SLiMhGEOrdmoYDzDElXu4m3LwehHo/5/a25Hzj+KjTINQrebbXNoKO1fI9dSDz5YQIrFfA99RYRHaiy1yOVY5x5GU5ZpySAWyzoYoca1XMSv+vvHcAAAAAUMys+bDvqROZZmmm+s63XxURkf97/z35nxs36h0cOulHP/ihfP3kSZ677Aah3qhrPIBNSk+JlSDUp0W2aQKkWwkZtMu+p54TtAOqZy7K7rY8DAyYyTA/iC7L+XmuKhrKqUTOx31P7eQ9h3qpooEAAAAAcBSEesX8gHAKOP3q3V/Ky2r1LNCO4XtZrcrLajVPUH03CPUFgupoWlJQ3RyPhYLqse3sJwVc8jSJBgC0z8yIKBxUN7Oj4nKXcDHiDd3HeTfA1V0AAACgZXlLxIiI/Pmvf5Hvv/56TSNCG37+05/JJw8f5r0bJV/QmqTZN3VlkqcF8XPep1DJENdSFwllSnJJ2O5cgz+xlNnJ8Z2S2ZDSpqqSH7as1aRtVXERpY7jMmeD3ltBqLczthd/nHPHao7j61SmpTVyXeBKeK6vBaGe5L2f63OecswezWb7OWxDSawhZYpCx35kX2OJlctJ25eIXK7iQmNsDErcH6+TumcB2WYgFandn0fe7ed9DigFAwAAALQsUiJmS5JrCp/z85/+7Oz/qcXeX588fHjutczhchDqo6rHA7gyQd7GgurGZZkPLIvvqVFW0G8IglAf+Z6KL14TkX3HprFxKhJUcg5gLrq0Bp8Z7opIamDd4qrZ51jcA7kzyyJyYo6ZTr6+CReLRBz7KPieWhaRkwK7jh77ziXUCgZ5lUxf+6pnlNmet84yr1XeoHpm2cQMtc/iI7AOAAAAdESkpnCuH4rREjEE2bvv88eP5Sc/vlnkrr1r2IhBazyokxBYFpkGazrz3ghCfS2+rMbGjlddspwj40j6flkz2ylcF79O8eeqrealSdniDgHCHRG5V2CXI8vrmxoITphJMnt9MzPPm1JkBorD/TMvIPie2hOR65FFY99T44KZ06mzxmZZ5XWUaSt6PlDkcVQk/rmT+ZyYz6Kz18X2/mu71waBdQAAAKBjoj8kLD8AU0WD7B99fF9eu3Kl8vEhvz/87vey+8EHRe8+V+oB6Kg7DexjIvOBzbJZjX02mv2PS4Ap9v1iC8Ce+J5aDUKtKxzjkIziCxyf9yoCq04XPWYB14TyKge+p1otIVZFCakyF6qCUK/btpHWENkEdOMyZ46Z91EnynAnBNQntguBNezbVvJpt8CmRqUHUzEC6wAAAECHzX4AiuSfghzNir548aJMPvu0wpEhzbNnz8o2m+3ktH0gw6SBfTySDgZX2lYkazMI9UpCCZlj6UgwEFMFX9/LptHj3dhNOyKyW8W48kgpZ5NrlkRVsz+CUF+wBNePc9Ref0caKDVSVsK5Y9Mz4EbRP0r0ZIgrdTHXlCIq5aWyGwAAAADQjCDUF8yPkdw/hp4+fSovq9WzfwVLkSDBLJA+e34LBtVPZ68xQXX01KiBfVxtYB99UzhAlpRJbXp+YN4kvsD31HPzT9W0z/XsVeySmqUmZGDXxgR340H1y+b7Lk9QfWxZXGXGtbItTMjqHpvXvdHn0tXsuIwvN895Y0F1M/OyCras962S23Tqa5SGjHUAAACgZ2JT+Qs17vr88WN5WZ1PyqJ0jLu/P3ggv3r3l1Vsisx0DMltEdmqeR8jy7JJzfvstApqou/KfNZ6E69l7wShvpbyvXsc6wFQSZmNCkqB3ZH5AOKo5DadJJSjEZFpz4QCm7RlvB8k9F6olMlwtz0eWx381mrZpzznbTU9j5cz7FKWf+mxEVgHAADIUGPDMaA0l8ZOrmxZ7P/3/nvyPzduFB3eIJSsj25zKymLEOgRW7CuVknT9puoETxwYdsD6JPYxW1bKZ2ZcwHXFs8dJ9LwezUisdSGeW5arfee1+xCuENSQzTY38hjTCm106lzjiLPhXmfxZX63LeVlikyNgLrABDTVod5YBFYAtS7FTVzQg+ZaebxH3qlPm+rbsyUUJu00xdWoo+1aDZ71K/e/aU1M3v89tvy69/+psymO+U/T5/KH373e/nk4cM6Nq9z1GwFeiEI9ZbvqblgXVoDwAocWpYVydb+77IDGZi3LMtomOzAnMeencua791jsTTnNOcobZz72l5f3dTOZ58HCeckO76ndsp8ZrRxThZPahBJPK8VqeAxpjEliI4tN7U+Iy6hLnoR4/iCCmYExEvL3CqyEQLrAACgEQkBz7HvqZALVwtrIvM/QArXzs3b2NNheyPpWVA9zpLNnviDP6/dDz5IzeJ+7coVefPGm53Idv/P06fytwd/k78/eCBPnz5tYpeVTP8Hus7W/E+knuB60me8Q63gicwnzWxKwSBKF/meWi5ZDkbFF0QbZzuOYVQg0PVGzvU7z7wOKyJnMyziF4PGvqfuBKHWrtss+Nye26dlWeG67XlEPwdm5yS+p04kdh6SI3t9XUTO1ezO2XC0Nub3zJaISNJjbPBzsTfnqlkSZipNSm5zLgO+aFY/gXUAwOAkZAsQ5GjfrtizDbaaHkgfJZw4t1a/sQpBqCeWmpiJU4bTZATVRwW2tyz2Jkm9/qES/cE/k5JhVcrnjx/L548fV1WHvOvWK6iBC/TVilhmxpjP5ZWy9b8TgpMi4vyZfEcqqCdd9cXbip1ILHvWVcLjKlKH+aDAGDYL7Kc3glAf+Z6ayPzxN5Z89euLPLcikvj6nrZUa1tEphfDEt7XmZndQaj3LeeOyvfUVpd+U5jHWNtnhi1wb/bb6/PUBHNJLjL9XC/EZPiPo8vKPG8vFb0jAABAHkGoN0wX+nP/2h4XOid3JrXlh0sVU6zngkRDPV6DUG9Z3peUaLLTMm3+Ff8sI6iOhRWE+jTl8/HE99TzpNroaXxPjc3nuy2ovuv6mZx0AdqMK/M7x/fUWl0BMhPgqWpbz02NZdf1xylB19TyEUnPvevz5HvqsILn9B+WZW3VEU8zii8oEgA2r6+tznTS+onHrcMsj9oFoT5KO47SjuWE+93u0sWvPO/FnNs9MI/z3GdXV39XVZQANKp4u/GyOaXeD2SsAwAAoLdMxk7UvpSsG0qz2rPmTbvx5SY4tiMFZxb0yK5Mm32VyrQFFkmkjrItuHUYyzLdF5EP5UV9dCXTOtCjjN0UqhmcVLJGpoH/2f/vyosmnm+JpTyKlGvYeiTzn53HZv/bMg0UKxF5VUTWCs603IkEX/dF5N4sAGU+v2+LyPWU++eZfXNZLBc9Is/zqYjcM///32LPTt+V5MafqYJQb/uemstkjez/jrwoA3S1ipmrlhrhu2L5rjDP9YHYkwWKlCA6NdsaRwK2R2bfk8g+35H057NzfcPMe3Ms8003U7PXzf3mGsfG3ue7Mn3MOn5/U+7vrej90871YhnipzItWzP3XjHHpHUmRplzyZTGpLPbC11U6Ov5rXm8E3mRub7s8tlleZ5Wy57r9fIJBIA6NdG81Jz43I3tR8v05LeRjt2+p67L9ORrFLtpVxJOQPqCUjDlmZO3+A/cU3lxfHQi2GR+4NyW+RPYfZmOs5JprnkCrabZ5Tty/gf5rpQM0tVZCsb8uLgt858HExH50KHeZZl9Fw5i+546lFiQwvzQ2pLYZ0CObS58UL0M8/02+6Fauo57TbRMA3rbXfksA4YoqflzAadVZdhmBaeSRC4ajCRWJizPd4QtEJi1T8s2rN9TJZtVXy56zpRUkiLD2QWSst+7OQKKpc+ZSmZEOzWxTns+SuzfpXZ56hjE4fmr8bVMveBjftfuJd2eg/UxVrD9wu8vs38l9uakZeU6LoqyfEbkbuDrcuxnXBixfT6WLlUmQmAdAOYUDaynnWiXONHN9SWccSI2lgI/JCTnj5kqg3+uJ2dVTPsrmUEwF9wTx5PnyDaUWE6Y8o4r4cfNrawLNr6njsWemZXF+fiwvUdECj3GUhkZRU76M95bRQIHLp8pZY/r1ItJXclsKfojzBaciLwmW1IgsE5QvV3mu3L2Waok+TNpMvufiqYYA2iI+c58S+yzXmYX8O81keBhzr12ZP68X8v0e3q35v0nBdknMj13s/4GyHF+PJbpd6GybP9eHSWszD7vyvy56L5MH5Ouep+RfSuZBj9tx1buQJ7D/kYyTaSwzQA4lelzvFVgu3le33dk/vEemX3v5t33UJhj4bakX8Tal2nySO73gTnPfEPsx9pEanp/9Vn8uC56fp2QQCcyTZawzgaxxUGqPL/nhwIAxFQZWBeRa5ZlM/si8qUkfymfKZNpmTKGiUwz9rTZf9KPnFzjWMTAetIYqsq2yfH6Wy/gZFy9T9qv9ZhPeH+IOATYywbWM15nLdOpgPsy/QE5kulJV/yH3UQsWdlZsxkKvLceichVy77OKfjauLI+rpSLKBOZZgSdRtY9d9GgjiBzwQsdY5m/UHiWdVIksJ5wUaqSTJZFYN7fo65NMQeAoeEi8LDx+mKILIloiYHwivcbP78vVE4sDTXWAaAiQagn/nyH8mjQLSn7fGv2P0mBUd9Tz0ucUEXHkBQkmsi0tuNsf7Yu7WXHUZv4mFoqBXNLYlnLvqdOXLK5fU/FpxbO6ijObh87Zp04B9WLBrlnz6Elw365ruMjpVZhUvbRkfkXPaZnJ1WjCoc2e/6csqBsP5TSnjPLcV36opV5b6jY4sTxm5kOdZenstWcTWSO3XhQ/Vrss20iOWrgmgtG8aD6ZYLqbmI/WrZaHAoAAAAq4jirOTNYHYT6cuy3zKYU6zfgpM7SL3EvVb1BAMC8YNqlO7OkSxDq05RA6FaJIeyaMTh9kQQZXdpLjGOwEkqtuNabPDeF1BKMzyzhY2r/xVkDoiYoHg+q7+YJipupvHMXDfz5RpKlmON+LqhujmfnKb3mOU1a/1Gx0eUbR8p7qtLnLIMt2Fx7tkgG5xNcc5IcP3Y3LBcXdI5tbsn8BZeNMrUwF4XvqWXzndDVWuoAAADIyffUiTnHU/IiljD3z6y+VqQGel1xBbPdc02G88RC8iKwDgA1K5jBa6vJ5px9GXNatKZgSiCwSK32wStSpsZyuzXD3UyfSzPXUCdlep2tlnvuYyTh5KTqANvccV80K76GWpNFGqnZZk00GZS0HRMnprRKW/Jc2IhfhLDWwLXVcDUXlOLLxjJ/jNVeV3cITAZTkxeFAAAAULNo0oRDEtHZbxuXRMCEwHylLBcAKu2vEEdgHQC66V6F21oveX9bIG5ccptDNpflarJs55gSJ1Gns2C15URjLWU7cxc6MkrA2JY/L/Ivzz7yKjlLI8mkqg0VyXpou9GimVlhe0/vRF7XE1MOqimT+ALb/i3H227Oet4qtj0l87NB8m5z4USy1FXC7Xkb+QIAAKADYudxLrXIo799r1Y8nF6gxjoAIFUQ6m0CJe4s9eNEplmdtkD3uRInlhIw+3K+TEzSdsaW+yUZpdzWNbaTs0nTgxiaWd30eGPSiGUROYz1jEjqEVHFeGz9Kc5dRLK8pyYFsk9Gcv74ic/cKLLNheJYZ7PWmpkAsOi62O8I1eH1RcvOfp86nvufzaquuZ9ZZxFYBwCkqir7eMFsSCwT1veUipansAQK5wJ6QajX4+v5nrobLfFiKxEThDrvLIU7ZOkunnhj0pQmsSIvAu23EvoJ1MbyXtFlT9zr2OaQJTXWBgAAwGIys6aV+fNOi0NpFaVgAABZbPXUJzm3MSo/jP5IqM98lh1ru1iRUtN5/9xxugAAIABJREFUNfZ3PPAZL5kRXz/Otp+i9fvrZjtBG5XcZtn7D1YQ6luxmocTy2p3m+yxYGnsehqEOusYz7tNKbvNIbM0gHK5z7ie0QAAAKAu0RkTKWU/Z2UBx2bR6iInaRFYB4DhOyh6R1ODWMWXZ2R2TizLcgduSwbvailZkUdCI1Nl/vcga93IbVpEdGw7h+a/8VIWR7amjZbtzWm4praTpHrktsCoC1vzSiQz73Nbg9ZxE/s3GfTnSsJYyiXl3eamZZtMubbwPTXOar6cggbXAAAAPWTOjY9E7H245EXCxapJyNFtjbULCKwDwAIoEhwxGYfxwK1IpPO3TVLQPU+g3ASOx67rW9iaSo5KbK+oeID/2NKQM7OmsyWbdhYEV7H1XBrMJAUSD7tYSz9hrMt5j2nfU3tiP577xHZcv1XnDos0aK3Issz3IMgbAJ9Ylp07xgmq25n3F8FxAACABRSE+nJ0JmvCP932OLuAwDoALIjIVWaVsd7dlKDKSlIWccyuZdnY7H+Usu8Ts+9Z4LhQUC8l07lo9mUhCYHuaPb+aUoJmLhzddMtj8UpqD6TEFDcNK9R7gB0neVBzFjnjoXIMX1oakDHbx9HMitmTWB1XeNsgK12/jjnRatN8z6be74s66qE90wTtcj3on8UDIDr2N/nZs4QVJ/ne+q4qs9Jy0VEAAAAYFBoXgoAw3dNzpceOTZNCPPYDUKdmVk9E4R6w/fUh2IvQ3PgsP/TINQrGc0Us6yKJUM5IWg0qbFx4Vwj05k8ZS2CUO+nPG+njl3b49u8kNCUMCmgmsr31Jd1NbacPVemDEw8KLwmIicZx9WuOS4PxFLeqA+CUE98T01kfvbF2FbTOiFwPMvYznq+kqw0ncVeIgAe1rDNQTLHT9UXx26LyFbF2wQAAAA6g4x1AFgAkWaEeYLHu5FpXs5B9cg+J2afeWoiXzP7m93nUd79Rvavzf5dOpSPiu7HYRy7CTfZso+ztmUNBpapOx2E+jRyfKxKwVkCMj1eagmqRwWhXomMd12SM9CPROSy4zE8qXiYtQlCfS0pgz8uYXZI7uNORO5Ense6guoT28KSAfA6tjk4lH0BAAAAiuGHBQAMSFLZBsfyLcDg2d4jBFqxiBoqjVXnbCAAAACgVZSCAQAACyGhOWtbzTmBVpjm0GuZK1Zj1NB+AAAAgMZRCgYAAAyeqc0+V6+/TBkdoE9mzXyluaD6bL9F+2QAAAAAnUbGOgAA6DwTnItmnO+KyK20mt++p/ZE5HrCzacE1bEIfE+tichhi0O4KyK1918AAAAAmkZNUQAYEGqsY6gqrAdNQB0LwffUsoictD0Og+8hAAAADA4Z6wAwLBPLMmpIo/dmDUZNsPCuiIwd77ovIhtpme3A0DTUmDSPAyGhBwAAAAPDCS4AAAAwAB0MqEetBqHWbQ8CAAAAqAoZ6wAAAECPdTygPnMsJPUAAABgQDi5BQAAAHqmYzXUXV0OQn3U9iAAAACAKpCxDgAAAPSE76k1ETlsexwFHQqJPQAAABiIl9oeAAAAAIB0vqfGpuRLX4PqIiLie+p622MAAAAAqkDGOgAAANBRvqcORWSt7XFUaE/IWgcAAMAAcFILAAAAdExPGpIWtRuEeqPtQQAAAABlEFgHAAAAOsD31FhEdtoeRxOCUPM7BAAAAL3GCS0AAADQooFnpyciuA4AAIA+42QWAAAAaJjvqbsislnR5k5F5EhEHonIRER0EGrtOI5NEblb0Tjy2ghCvdvSvgEAAIBSCKwDAAAADfA9dV2mzTsnIqJFJBSRSRDqSYtjysqW10GoV31PrYnIYdX7J2sdAAAAfcWJLAAAALCAfE9ticjttHVsgW/fUyMROahqHATXAQAA0EcvtT0AAAAAAK1IDarLtLzMnCDUkyDUF0xAfL3sIEyAHwAAAOgVskMAAACABeNS4z1vJrnvqbGI7BQc0koQ6tOC9wUAAAAaR8Y6AAAAsHiyGqdO8m4wCPVuJJP9Vs67n+TdHwAAANAmMtYBAACABVJHtnrG/rYku+xM5fsFAAAA6kTGOgAAALBYKs9WTxOEeiuSyb6dtq7vqcqaogIAAAB1IiMEAAAAWBC+p3ZEZJy2TlNZ476n9kTkuuWmO0Got5oYAwAAAFAUgXUAAABgQfieep6xyn4Q6vVGBhNhMtVHkUXXglBPmh4HAAAA4IrAOgAAALAAUjLEz3ShxrnvqUMRWROR1SDUuuXhAAAAAFb/1fYAAAAAADQiNaguIrtNDCJLEOrLbY8BAAAAyNJ6RgoAAACAevUlWx0AAADoi5faHgAAAACA2vUiWx0AAADoC7JSAAAAgAGzNAadQ7Y6AAAAkA8Z6wAAAMCwjTJu325iEAAAAMCQkJkCAAAADJTvqUMRWUtbh2x1AAAAID8y1gEAAID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tBNUBADheleqp20xi/UVEzioc+mMbq3tf8wAAAAAAoGlVaqECAICe28ZKichz3j4Va6K7nPtFRE5KHvZqMt4BAAAAAOg1MtUBABinxuupZzHB8YeSh52YcjCqgSkBAAAAAOANQXUAAMbpc5cnn8T6SkQ+Vjj0eRur2PN0AAAAAADwhqA6AADHadn0CSaxXlYsMfPVlJABAAAAAKB3CKoDAHCc/m7rRCaw/lTysH05mFkDUwIAAAAAoDKC6gAAjIxLIHoS67I1z2uZxPpCRK4rHPq4jdUP3/MBAAAAAKAqguoAAIxPZ01K80xivRCR0wqHntPEFAAAAADQFwTVAQAYn8uuJ5BlEutXUw7mtcLhz9tYPfqeEwAAAAAAZRBUBwDg+Cy6nsAk1qciclPh0JnJWj/xPScAAAAAAFwQVAcA4Ph873oCIiKTWMciclbx8JdtrL55nA4AAAAAAE4+dD0BAADgzzZWcxG5y9vHlF/plW2snkVEVTm2jz8PAAAAAGC8+BAKAMCIbGP1Q0TO8/bpaxB6G6tLEbmvePiXSaxvfc4HAAAA7qJpNBORTyIyz9jlVkS+J6vkqa05AUBTevmhGgAAVLON1c+CXV5NPfPe2sbqRUSq1Ezv/c8GAAAwBtE0upPs4HkZCxH5m0A7gKEhqA4AwIg4BNVvTC3zXtvG6rOIVK2ZfjWJ9YPP+QAAAEAkmkaxiHxtaPhFskquGxobALwiqA4AwEhsY3UiIi8Fu51OYv3axnx8cFgkyKInsa7aBBUAAAAp0TSq+ndZWVpELpJVMpi/WQEcH4LqAACMxDZWsRRkDvW1nnqebay+icjnioeTtQ4AAFBDw9npRS4oDQOgjwb3wRoAANi51CIfYlBdxDkLPwu11gEAAEqKplGdv798u05WyaLrSQDA3iA/WAMAgPccSqU8TWJ90cpkGrKN1aOIzCoevpjEmjqdAAAABaJpVOdKwSadJatEdz0JACCoDgDASDgE1a8nsV60MZcmbWN1LiI/agxxNom19jQdAACA0ehZdnoWnawSeucA6BRBdQAARsAl0DzU0i9ZtrF6FhFV8XAamQIAABzwHFBfish38/9PUv1KwzxfklVy28C4AFBoVB+uAQA4VttY3YnIPG+fsQXVRUS2sZqJyGONIUaRvQ8AAFBXNI2KrnrMUqreeTSNLkXkL/EXaD9NVsmrp7EAwMnoPlwDAHCMHEq/jDKovufSpLXA6STWfBgDAABHKZpGVa4AXCar5GPN8yrZXW1Z5+84EZGHZJVc1RwDAJyN9sM1AADHxCGo/jCJ9ag/aHjIWh/9fQQAAJAWTaPPIvKt5GHeG4ZG06hOQ/o9GpkCaAVBdQAARsAhqP5xEutlG3Pp2jZWdT+QXUxi/eRpOgAAAL1VoY564xnh0TT6JiKfawxxm6ySL77mAwA2BNUBABi4bawuReQ+b58xl36x2caqbqMtGpkCAIDRK1lHvdXa5dE0ikXka8XDX5NVcupxOgDwxlF9wAYAYIxcMrOPLai+t41VLNU/jImI3ExiHfuZDQAAQH+UqaOerJLO/paMplGd3jkXySrhCkQA3h3lB2wAAMbk2JuUuvDQyPRoyucAAIDxK1NHvcuA+l40jWZSvXcOTUwBeNf5GyMAAMdmGyslIj9kF+R9FZGrOgFbh6D67STWR19X0kMjUxGR00msW7vsGQAAwLeSddR7leldp5lpHxYHAIzHf3U9AQAAjsk2Vnci8iy/s6ZPROTRbG/K3w2OPRiTWC9Nxv6yxjAv21g9e5oSAABAF1wD6os+BdRFRJJV8lFEKtVKj6bRz2gaXXqeEoAjxSodAAAtcWieuZjE+rrkmIWX7h576RcbD41MRSo8XgAAAF0qUZ+8940+azQypRwMgNrIVAcAoD1F2ejzbaycalse+KvqZI7ZJNavZrGhTlmc+TZWP83CBgAAQK+ZILRTj5m+B9RFRJJVEku1rPVLs7gAAJWRuQYAQEtcGooa15NYLzyNqSexPnM879EyJV1UzWEuJrHu1SXSAAAAe9E0cv1btFd11F1E06jq33KnySqhXw6A0shUBwCgf+62sZp7Got66g7MwsNFzWF+bGP1YkrLAAAA9EY0je4dd70dWkBdRCRZJWciUqUs3wt11gFUQVAdAIB+utvG6jxvh22sVNEgk1jfepvRyE1i/WRKwtzUGOZEds1Mf3iaFgAAgA8ugePXZJXUKY3XqWSVLKRaOZj7EosOACAilH8BAKAV21jNROSxwqGZJUVM/fXcet40Ka1uG6t7cfsAmodmpgAAoFOuDT2TVTKavxujafRDRHITVCx635wVQH+QqQ4AQDs+VTzuR045ERpkNmgS6yuzKKFrDLNvZhr7mRUAAEBphQF1ERlVD55klVyIyMeSh51E0+hnNI0o5QegEEF1AADaMa9xbNU63csa54Rh6q3XzVr6SnAdAAC0zbVeeLJKdMNTaV2ySpZS7W+4l2galc1yB3BkCKoDADAMLxWOoUmpJ5NYv5qs9bIZT2kE1wEAQJtcaoXX/fumt5JV8mrK2ryWPPRHNI2+NTEnAOMwmnpZAAD02TZWP32Ms6+R7lKjnXrqzTFBcZdLqYvcTGIdexgHAADgjWgaKRF5LtpvTLXU85hmpGX75TyZUjIA8AaZ6gAANGwbK2+Xjx4E5//yNSbKm8Q6NosWy5pDkbkOAACa8sNhny+Nz6InklVyJSJXJQ87j6ZRlStGAYzcUaxGAgDQpW2svklxU9EnEfFau5FM9fZsY/UiIj6aWpG5DgAAvIimUeGVkseSpX7INCKtEig/TVZJ2TIyAEaKTHUAAJpXFFCXSawvZBdY92XhcSwUmMT6VETOPAxF5joAAKgtmkaFZV/kSP9erFFnnQamAH4hqA4AQPeWIr8C676yX2hS2rJJrLWnZqYiv4Prcw9jAQCA46OKdkhWyXUL8+itZJWcSvlSfj+iaRT7nw2AoSGoDgBA977v/2MynmsH1iex9pn1jhImsV56DK7fkbkOAADKiKbRncNuuul5DEGySj6KSNnFha/RNHKpVw9gxI6udhYAAG3axkqJSO7lt7ba5wcNSSuhnnp/mGxzlw+3LhaTWB91VhkAAMhHLfXyTFmXsoHyV5PtDuAIkakOAECz5lUOqhkUp4FSj0xivTCPp49g+NxkrrvUSQUAAEcmmkaFvXyEvxXfSVbJU4WFhhOXBQwA40RQHQCAZv1V9cAagXXqqfeQ5+C6MsH1F3M1BAAAgIjIN4d9LhqfxUBVaWAaTaOfNDAFjg9BdQAAmnVScPsy78aKgfXbCsegJZ6D6yci8mwC7JcexgMAAAMVTaOZy37JKtHNzmTYajQwnfufDYC+IqgOAEC3vhftUDawPok1l/QOgOfguojIPU1NAQA4ao8O+1w1PosRqNjA9C6aRi6PAYARoDEFAAANqdqkNGOsExF5cdmXJqXD5LmhqYjIwyTWfHAGAOAIRNPI6W9FGpSWQwNTAFnIVAcAoDlzXwOZ7HOXP86ffJ1qH13MAAAgAElEQVQT7Wogc/1y39TULMoAAIDxcmliftP4LEaGBqYAshBUBwCgOZ98DmYC60WNpT76PCfadxBc9/VYKhF5oe46AACjVriAnqySuIV5jBINTAGkEVQHAKA5quD20lnlk1g/SXZg/Zp66uMxifXSBNfPpOSHuBz7uuv3nsYDAAAdcwzcPjQ+kZEzJV3K/v1OA1NgpKilBQBAQ7axKrrs88sk1rc1xo9F5A8ReZrE+kvVcTAc21g9S/FiTVkfJ7Feeh4TAIDGmWDyVxEpuhJraf59EpHvySoZVbm8aBr9EJHcwDq11P2JplEsu+ddGUvT/BTASPCmCgBAAxwbi56SWY4qtrG6E481+43FJNa+6rkDAOBdNI2U7IKZc09DLkXk72SVDDqL26V+N0F1v2hgCoA3VQAAGrCN1WcR+Za3jyntAVTm8jyr4FVELiax1p7HBQCgtGgafRORzy2dTovITbJKFi2dzwuHoPptskq4qtGzaBq5JNG8wwIHMA68kAEAaMA2VoWX4RJUhy/bWM1E5LGBoW8msY4bGBcAgFzRNGpi4bgMLSIfk1WiO5xDIZdFB4K4zXK5UsDiYmxliIBjwxsrAAANcKinriexPmtlMjga21gp2V2KfOJ5aC277HXKFQEAGlcxSNmkRbJKelkijdIv/eBS197iJlklcQPTAdAC3lgBAGiAQ1CdDGA0ahurRxGZNTA0tdcBAI2o2ACybdd9Kg/jEFR/SlbJRSuTOXIVn788PsBAEVQHAKABDkF1mpSiFdtYzUXkrqHhryexXjQ0NgDgSFStTd2xh2SVXHU5gWgaXYrIfcFulBlpUcUGplxNAAwQL1oAADyjSSn6aBurE9l9yFMNDK9F5GoSaz60AwBKiabRvYhcdj2PGpbJKvnYxYmjafQsBb/XCda2r8YiEQsgwIDw5goAgGcuZTcIqqNL21jF0tzl9Q+TWHeauQcA6L8GstMXIrIRkT9S25U0s6CcpmUXFG3tSkTqqfdbNI1epHyfG+qsAwPBmysAAJ45lH55ncT6tJXJADkabGy6R+8AAMA7ngLqD7ILQJbK7DXn/ioin2ueP8ur7ILruqHxRcT5PvySrJLbJueBfBUbmFJnHRgAguoAAHhGk1IM0TZWdyIyb/AUV5NYPzQ4PgBgIFwyrDNcJavE+++SaBoVlu6r6LSpzHWXsjlkqfdD1ecXjx/Qb7xAAQDwzCGofjaJtW5jLkBZ21idi8ijNJe9roX66wBwtCoG1FurWx5No2/iN4v9NVkl3q9QpPTLsETTSInIc4VDqbMO9BRvsAAAeLSN1VxE7vL2oZ46hqKF7PVXEbkmgx0AjkPFGtNnTZdSsTHlVR6lfOmOLDpZJWeexnIJqj8kq4QeJz1TcVFpkaySa++TAVALH+oBAPCIJqUYI1N7/VGabfRGgB0ARqxCbeneBIWjaXQpIveehqudde9YTqSx0jOop2Kd9UaueABQHR/qAQDwyKH0C0F1DJrL1RgeEGAHgBGpUFKllwFhU8LDV4PvytnHlH4Zvhp1/Du5cgPAe7zJAgDgkUNQ/XYS6y+tTAZo2DZWvuvO2hBgB4ABi6bRTHZXO7nwWiKlKaY0zA/xcwXXdbJKFiXPX/T35iDux2NXo876TbJKYr+zAVAWQXUAADxyCKpf0KARY7ON1YnsLoufNXwqAuwAMCAm+Pziuv8Qs6srlvKwccpAjqbRuewC+nmuklXC78qBqFhnnYUToGOD+4UFAEBfbWNVWG+T0i8Yu22szmWXkejj0vgiXPkBAD1WJlg4xID6oWgaFfbVcVBYN9sliD/0+/IY1Vic6WWpJOAY8EYLAIAnNCkF3mqp/vreUnZZ7Lql8wEAcpTMvh1NYDCaRs9SvyxMZjNT6qmPVzSN5lLt7ybKwQAd4I0WAABPaFIKZNvGqmpDripeReTLJNaLls4HADgQTaMXcb9i6SJZJaMrjVfyPsjyLljqEFS/TVYJV3ENVNmSSQcKr3IA4Bcf7AEA8MQhqL6YxPq6lckAPdZygF2E1x4AtKZk88XSTTqHpEaANO1jskqW0TQqbBBOlvo41FiUGeUiFdBHvNkCAOCJQ1D94yTWyzbmAgxFBwH2J9mVieEDJwA0oETZl0WySo5iwbPkQkOWV3EIshJUHw+XRZQMD8kqufI9HwBv8WYLAIAH21jNZNecMROlX4B8HQTYRUQWsisVM4pavgDQpWgaFTZtN3SySs6ank/flLh/qnpKVslFg+OjZXUWZFhgAZrFCwwAAA+2sboXkcu8fQiqA+46CrCL7ALstx2cFwAGzzVL/diDfTUykItQ+mOkapSDuUpWyYPv+QAgqA4AgBc0KQWas43VXETuOji1ll2QnQ+jAFAgmkaxiHwt2u/YA+qHomn0Q0TOfY3HfTtu0TS6E5F5hUNpYgo04L+6ngAAAEeCoBxQ0STWi0msP5iFqQvZ1UVvgxKR+22sfpqv+22svAU/AGBkCgPqsiu5BcOUajmVXb10IJfpQVClbNJJNI1+RtNo5nlKwFFjFRMAAA9oUgp0YxurqllbPtyKyA312AEcO9cMWjKps0XT6FxEftQY4jpZJQtP00HP1SgHQ919wBN+oQEAUBNNSoF+MGVivkm1D5l13UxiHXdwXgDonGMt9S/JKqFnRQHXMjppLFgcn2ga1ek/Q/19oCbedAEAqMklU5agOtAuU6blm4jM2jgfr3EAxyqaRo/i8F5L0Lcc1/t1j/v3OEXT6EREXioevkxWyUef8wGOyb+6ngAAACMw73oCAN6axPpJRH59UNzG6puIfO5uRgAwWjOHfQjclbQPdjqW+Vg0PiH0UrJKXkXkQ8WmtzNzlclZskq098kBI0ejUgAAmrfsegLAsZvE+kuq2anP5sHa41gAMBjRNHp22S9ZJcuGpzJaySo5lYJFCdPAEkfM1Emvunj1bILyAErg8iAAAGpyaFJ6NYm1zwAeAI+2sbqUXakYVXGI60msF94mBAADUKLsBFmwnljqretklZx1NB30VI0mpiIiH1kEA9wQVAcAoAZTtzk3s4Nay8CwbGNVqvEXr3EAx8gxcPdqMq0BtCiaRpcicl/xcF63gAPKvwAAUM+nricAwK9JrG8PSsWcCrVqAeCNaBopccuEJYsa6ECySh5M89rXCoefRNPoZzSN6EUD5CCrBgCAGhxKv5DFCoyIuTrlm/xuzLecxJoGfACOimluWITSJEAPmOC48xV4FqemISqAA3zIBwCgBoegOgE3YMS2sTqZxJoPmgCORjSNZiLyWLSfyZIF0BOOi2FZlskq4TMNcIDyLwAANOt71xMA0BwC6gCOUGFAXUSWTU8CQDlmoeum4uEzUxJm7nFKwKCxcgwAQEXbWCkRec7bh9IvAABgTFyyXclSB/rNsdFwHkrC4OiRqQ4AQHXzricAAADQlmga3Tnstmh6HgDqSVbJqYhc1RjiJZpGLletAKPF6jEAABVtY1WY4UGmOgAAGAuy1IHxiabRs4ioGkPcJKsk9jMbYDjIVAcAoLqiSyafWpkFAABAw6Jp5FIqgr99gIFJVsmZiFzUGOKrqbc+8zQlYBAIqgMA0ByalAIAgLFwKfVQp5wEgI4kq+TJXGWyrDHMowmu16nVDgwGQXUAACrYxqrwj8VJrG/bmAsAAEALzot2SFaJbmEeABqSrJKPInIqInWakL6YkjLAqBFUBwCgms9dTwAAAKAN0TQqDKgLDUqBUUhWyatpZPqxxjDKZK3TzBSjRQMRAAAq2MaqsKEPTUoBAMAYRNOosDk7DUqBcYqm0b2IXNYcZpGskmsf8wH6gkx1AACqUQW36xbmAAAA0AZqJANHKlklV2bRrE5JmLnJXL/zNS+gawTVAQBoBk1KAQDA4EXTaO6w203T8wDQLQ8lYUR+B9djD1MCOsXlWQAAVLCN1c+CXU4nsa6TzQEAANC5aBoV/c1D6RfgyJig+FcPQ90kqyT2MA7QOjLVAQAoaRurwialBNQBAAAAjFGySmKzmPZQc6ivZK5jqAiqAwBQ3qeuJwAAANC0aBp9c9jtqvGJAOilg3rruuZQ++D6vYdpAa0gqA4AQHnnBbfrNiYBAADQsMKr85JVUjdTFcDAJavkTEROpV4zUxGRSxNcf/YwLaBR/+p6AgAAjBBNSgEAwKBF0+jEYTfd9DwADEOySl5F5DSaRuci8qPmcMr0c3gVkTMzNtArZKoDAODfousJAAAA1HTnsM/HxmcBYFCSVfJkSsL4eH84EZEXk70+8zAe4A0dugEAKGEbq7kUfMicxJrfrwAAYNBMlmguEzgDgEwmGP7occjbZJV88TgeUAm/AAEAKGEbq0cRmeXtQ1AdAAAMWTSNlIgU1TR+SFYJTUoBOGkguK5F5ILSMOgK5V8AAChnVnA7f9QBAIChcwl8XTc+CwCjkaySpceyMCIiSigNgw4RVAcAwK9F1xMAAACoSRXtQHYogCoaCK6LiDya4Pq9xzGBXP/qegIAAIzM964nAAAAUFU0jeYOu902PQ8A45askqWIfDDlpn7IrilpXZcH/SCuk1Wy8DAmYEXNVwAAHG1jdSkiudkP1FMHAABDRoNSAF2IptGJ7ILryvPQTyLykatr4BuZ6gAAuPur6wkAAAAAwNiYoPeZiEg0jR6luJeVq3PZ1V4XEblNVskXT+PiyLG6DACAo22sCjO3yFQHAABDZUq/3BXsRkkFAK2IplEsIl8bGp73MtTCB38AABw5BNVvJ7Em8wEAAAxSNI2epaD0AqVfALQtmkbnsisN04RX2QXYHxoaHyNF+RcAAPz5T9cTAAAAqEEV3E5NYgCtS1bJk5jEYM+lYUR2DVLvTXkYLbsA+9Lj+BgpVpgBAHCwjdVMRB7z9qH0CwAAGDKHJqVfklVy28pkACBHNI0+i8i3Bk9BBjty8eEfAAAH21jdi8hl3j4E1QEAwFC51FOn9AuAvomm0Ynskp/OGz4VNdjxBr8QAQBwQJNSAAAwZtE0epFdGYRMBNUB9Jljs2UfbpNVQi+tI0dNdQAA/Fh0PQEAAIAacgPqQj11AD1nMskXIiLRNCq80riGz6b8jIjIk+yy2J8aOhd6iqA6AAB+fO96AgAAAA266XoCAOAqWSVXIiLRNDoXkXspbsRc1bmI/DCNTkVEbpJVEjd0LvQIl24BAFCAJqUAAGDMXBr+UfoFwNBF0+hSdgH2tmjZNXim2ekI8UsRAABHJrj+SUTm6dsIqgMAgKGinjqAY+OymNiApeyC7JSKGQF+KQIAUMM2Vuci8mkSaxrVAACAQYqmUVFDdp2skrNWJgMALesowC5CqZhBo6Y6AAA1TGL9JLvmNAAAAGNFPXUAo5WsklsRuRVpPcBOA+gBI1MdAAAAAIAjRT11ALCLptFcRO6aGp/31mEjUx0AAAAAgOP1tesJAEAfJatkISILEZFoGp3LLsB+3uGU0CME1QEAAAAAOF65DUpFRLcxCQDoM9Nc9GL/fTSNvonI5xpDUkJ04AiqAwAAAACALNRTB4CUZJV8EZEvIiLRNLqUXRktVWII3lsHjto9AAAAwMCFgTqXt9mmr+uN9poBFQZqdvj9eqOXPscH0D7qqQOAf7y3Hgcy1QHAgzBQLpd+PYjIl/VG6+ZnhGMVBkqJiBpLsCsM1Ins6hZqXjvoq3SwWaTdgHMYqLmkmmitN7qJD2p/ysHvujBQ1+uNXjRwHgDtyQ36AADKS1bJrYjciohE0+hEdu+18y7nBP9YFQGAikwQ5bHi4Yv1Rl97nA4gYaB+pjY9rTf6wrrzAISBepH3mbenXc0HyGJ57bX2XDULTy+pzafrjX5t6HxvftaGgvcAWhJNo/T7V5pOVslZK5MBgCNgGp5+MuVjMGD/1fUEAGCITLCvakBdRGQeBurS13yAMFC25+O5KQkxOGGgYnnfOO3EbAd6w2SJpy1anEI6oP6xqYC6jbk6BsB4UfMXADxKVskTAfVxIKgOACWZLL10sK+09UY/eJgORqhiIHyWsf1rjal0KWveQ/15IKMNwH6ybPvexonNAu+hZQtlZ9JXWdVZYAbQoWgaxUX7JKtk0fxMAAAYHoLqAFCC5RL/Q6+yy+b5aC6HvxCRj2LPWGwtixD9FwbqJAzUXRion+Y55rO+qfY4Vpt0xnZeOwMSBuo8DNT9wXN73vWcGjBLb/DdINTG9PJ4s8C73uiPJceIC36vvWOpoa7KHA+gV1ioBgCgIhqVAoCjjPIaIhm1cw+CKksxmX0HzeSopw4R+VXmxMeH2puMcYZ62fa12DNgr9qeCKox75mzrucxRqaOero5tlMN97JBdMcxz9tYSADQOl7XAABkIFMdANzNLNueyjSjW2/0Yr3RHyj9At/WGx2LSPp51WptZZ9MCYt0rcEvLZS2AIYgXfblweW1boLxacsK508f4/PqGgD9MdSFeQAAGkemOgA4MJfZv7Pe6Iu25wJkWW/0qLK41xt9KyK3Xc8DyBIGambZ3OiiaRiodIZ6mdf+u2OlWv33v+XtQvPMvhuAvnKsp04SCAAAGchUBwA3tkAEHbsB4LjZmpT+3fA504u8ZRbT3s3XUiO9EFdbAaNAPXUAAGogqA4AFZksWgDA8ZqnNzRZoigM1L3lfGUC3MrfbACMHPXUAQDIQVAdAAAAGIbL1PdnnczCIqMUDoDhop46AAA5qKkOABWFgZodY9PEMFBz2V0yrFI3LWTXSNJLY8wwUEpE/pJdJqitud5CRG7WG619nK9gLp/NXFTqJi27n3nUpRDCQMWyKxuhLDdr2dVkvh1aU1Tzc9kuf78xjV+bPv+J7Ep5zC03P8juuaWbnscQhYG6lN1jd265eSEe34v6IiNLXdcctu7xh2ZSrekpgJZF06iwuTD11AEAyPeh6wkAwBCEgfpp2azXG+01SzDjPLfrja5Uvz0M1LNYAqHrjf6Q2u+zpOr0WvZ5FPdmdKdVAlomkP4o5UsUXJetC2y7ry0/s/X+y7BYb/R1lfOWlZ5n3thZ+xbJCTgXcbofHOdQ+uexPU8tj+uL2Bdq0iq9xi3zfhOkN8/z5xJDfiy7gOfruWCyjx9dxmryuX1wjjuxL0JkaWyBJONxXK43+mND50vfv7nPixqvYRFxeizS82nsZwfgVzSNCt+vk1VCrAAAgBxkqgOAmyd5nxGpwkCdtJAN+VmqN0VVlm22y3kz62aabNqXkud9CQN1VSaDu0Sg0+YuDNS39UafVjw+PZdLEXmXFVpgbrL4Ky0o9EVWELWE//U0Fe8qPK7KBA69PaZhoH6IPbs6z2MYKO+LeENTMWj/VURiz1PZm1u2/aeJE5kA+RsOCy22Jqo+2X4vAuhQNI2U+OmdQD11AAAKUFMdANxcZWx/MUFnX6wZvlXOEQbKGuxwzdoMAzWrGFDfu8+aQ4a69+OJCczXYgLjZQPqh3w/J1pjykvUCaj3oYHvP7aNNR/Xus+rwMzhRaoHIZWP5/dQ1ciCX/qcR8q7oHWDz/90xrnLeVQD8ziUXmgiwA50by673+NFX0Wopw4AQAGC6gDgoKBu7Ysti7DieRYZN1UJBtqOycq2zcpIsgXxnmT3YetGdnWf8/wouP1QOhv/QUTO1hv9If0l2R/2TkzwtBKzCHBnuelBdqUWPojIR9nVbM4zuOCnyaBON0E89Cq7+/3wfriS4udA58wih+1xXcrv5/KyYIw6pU2UKUtjW2y5kd19eSq7+zMvO/DElCQ6Kqbki83S8t7wUd7eh1kLoj6oBsf+xbZI51gSbJn6ctln/1VlcWCQi4kA3qOeOgAAxSj/AgDuTiU7WPo1DNRXqVDb22Ip72uXp793oSzbrPVu1xv9Ggbvdk9nMmXWds+rER0G6s6lxvZ6o2/DQH0Th/rRJts+zgh03klx0DtLehHgXT1mM7eliFznlUoJA/ViK0djqe8dy/ss1FZrE5ugZVaWqfVxP3iMfn3wNo9fH6Vft5mliWz9BQ5uq9qcWMn71+OZZbHuwXzl9TBQYaAu+9gc17EPQ5Ua53PLtov1Rr9bgDCPz4U5/92QSzEdyFpUyJV+D7G8X2pqoAMAAADVkKkOAI5McOaiYLe7MFA/czIrXc5jDXKUKaWSU/qlao3Mi7zMyPVG65ymdnPXk5hs02WZ/W3bS5adyXJaFPxbb/Qy5+c+MYsNvWayYOcZN5+WaZJbtaFum8xzLDMgbcp3ZL3Oq5bGUZY56LwDzPtA1mJUnfJEg2IWrtK0y3uZr4a5JTQVwE9fQVL6dZZxP36vNJtsS8/jAejGsusJAAAwBATVAaAEE8hxaRY4N8H1F4+B1TIBPVvQbVHxvFclgvHWsiwNB5eXlm11M6YvSma4ZjVIHUKpDuvVFybwO4Ys30NOjWzN8103MYGcRRjbvgvJKK9Tp8zRwMws2zpfvMm4//9u49wV67b/ZdlWt/77rObxAPqJeuoAADggqA4AJR1kZWuH3U9E5NkE2MvUm7VlWJY5XqU3VM3aLFNmIiez2xbQ8cUWYJvVGO+pbEa/CT4va5yzEzmLHWMsCbEsuUhgzVavuUBUdKXLO+uNzqoJXvlqmIH5w7JNtT0Ji3dNSqWB/gIeSyq965fQwKKZ9jwegA4kq2TZ9RwAABgCguoAUNF6o89kl/nqGph4CQPlVLYhqy67qfecK+My/6p8NfnLa4BZS42SNlnjlQ58muOyyvYUPmYdsl79ULFueK+VrR2dE3Cc15hD1edq55nZHfrHsq0Ptftn6Q2+34uM9PvHsoFz+LLpegIAaiNLHQAARwTVAaCG9Ua/rjf61GSuLx0OuQwDldXsNM02nkswyRa4bzxL/YCtpICqcv6RaDJLvy5l2eZrIWWsbJnTLiqX2sgq9+F5Aa2vsn72dFPhY+GrxEwTpZ2WDYwJoD1XySqJu54EAABD8a+uJwAAY7HPhA0DdSn5jQRPwkC9rDc6t77zeqM/hoH6WWEq78rEZGW+N+QfeZ9dWZupYfynNJj1LvXLN9yIyNfUNlVzzFZVXEgZq6X4qxvdRPbfJxl5IHO90a9hoGw3nZv3x49jvLIiS5XXZ8biy6L2ZFKO6XEA+soExeOOpwEAwFEgUx0APFtv9IPJXM8rN3FStVZuGKjMWsomoJ+mq5ynBi8ZkGGgZqbR608TPLuTZgPqIiL/W/P4hY9JtOGIGl32gof61UvLtvOaYw5F3gLko3mPiNuaTFtBao9XItjqv3+vM2AYqGN57gEAAABWBNUBoCHrjV6a4HpWnV2XbG5b2ZZ5zv62gPugmk6Ggbo0QfRHKdectXPrjdZdz6GEf1u2NVESAn7YaosfRWDTLEgUlbD6aoLrbZSFsZV0qhWkzjDzNM48vcFD/XdboB4AAAA4GgTVAaBhpvGlNYBRlK2e07BUZRxiK/2icyfYI6bevFMzV9RmC8g20WgRqM28F5457HpugutNNjN9d8VMQ6VPqtbvb8OQGqgCAAAA3hFUB4AWmMC6jUu2+tKy7TG9IaP0S+XmiG0z2elZmekPInK23ugPtq8WpwmgI+uN1ub17lKf/nOJptB9NUt9v+xgDq58NVAFAAAABoGgOgC050uVg/YNUFOUZdu70i/rja50zraFgXrOuOnWBM6vhpRxP2BHUU5koALLNt32JPpgvdGxCa5fFex60lI5mLbYSgDlyqjL7r0ZMQ2OAQAAcGwIqgNAS9Yb7TVr3NJoclD1x/dMKRtluelqKIsCex4bC7bBFqAb5HPoSMws2466XM++KbQJsGf1AzjPKZdVWkaDzqWv8QtU6Xnwp2VbrazyvGbZAAAAwLH4V9cTAAA4uZb3meh3IrIQySz9MpQGpe9K2YiIHmjm45Ca9z2IyNeuJwFnyrKtVHPMMFAnpunn6Kw3+tQsNNoCvj9E5NTTqWzvtU00KbWpsojyrsSYh/rv89T3i5rjAW+EgYql4PdTUem3MFCPsls81rL7m2LpaXoAAAAiQlAdAAZhvdGLguxAW+mXZXMz8kpZtmXVoG/anyIS1zh+btnWy7r2641+CgP1bnsYqHlWg1xUFwZq5vs1WWHh6VLKB0Btmc69ZN4nlbwPxvm8AuMv23k9jj84642+7noO6BfzOpzLrtnuzLLLxxb+Rpkdntvy+06vN9ql+TEAAIAV5V8AoCUZ2eRlLHPGTAeN3u07JB1m03qvKT60EjZiz/RFfZXvV4/lNt4FhB24NFPujfVGxw2f4qhLJFH6BY6eZbe4Ncu4veh37dLnZDIM8Wo4AADQIwTVAaA9tmCE8+X8GQ1L72z1gjP2HSVLbflOxstptlpkadk2qzhWWTe2jWGgBhVIHQhV49i5ZVtRQMj23lJq0SgMVBMB5P9uYEy0Z576fmiLhqjJ0+8HW+Pltv0n78YwUOdhoH4efD16SI4AAAAjQlAdAFpgGljaAlRXNYc+EZFvNcfonZLBPN+Zk6XHM4+vstxkDVr3RU5W77eMhoyoIQzUS4Vjfti2rze66L3D2oyyZDPd0vNNsTXDHduCjW7xXLMyO/tunGwbz3cDbvRPGKh5GKiXfXBZ/PzNkfv7Zb3Ry30T4qwvh3PcSE7Gu0P5mXSPlJmI3B8E2eu+PwIAgIEjqA4ADswHKGtwy+HYc7E345T1RuuSw9kCaenMqTFkDjrd11UfE4dxf5bYN+/xjYuOz/pg31CWsE1WUOyH76Ac5KTMc9aU2rAFn5ZFx+bU+bY+Vy3n9hEwqtJYs5Ymn7MZGbptNSntg/RzZ9nFJNC8MFB3B0H0Oylf9mhx8O+VJSje+NV0642O1xv9MSMg79K4eF5w+1GXggIAAATVAaCMw0uB50U7h4E6MSVBsoJopRtkuTQmHGDmoC3wporuYxP0ayyb2uVxDgP1TbIf37rNVlvJgiuo+f5oMhQLgwcmm9F5MeKI7d9Hcu9T8/ye224rEZCy9iYw57e+dsJAzczjWDtglPV+VSZgf1CCobDsgrlPbb5O6LoAACAASURBVIsGvq4YSWeuipRv/FqGTn3/R4PnynXsZcaOyUGT0bx9cm9fb/S1CWBfV2io3DjHvi1F74GtLxoCAIB++VfXEwCAvssIPt2lGrYtD/4/cxj2tkKW+t6DvM9O36s6ZmfWG32REYy9M0Hrj+uNfhL59VjYsne11KtZvfeUGnv/OD/Jrv7qUnaP76eC8y32c3b0KpYP8OZ+eZXfH95nInLjuxnjeqM/5ATET0TkJQyUyO/7Ye8Paa/++9ClH+P9fbqQ32VS/i3F5VFcMixFRGS90ac5j+sPc36R389rm2vxX2LpxMxLm68T2b3uLiyvm/v9vwfPwZvDQJ3JTr+TjNekx9fLu98FNd7HXSzlbXBzVubg9UYvDx7jX8x9v5Td8+4PEXl1KCeU7hmxLDMXDMd6o7XteZNSuMPQHZaYMe8x6carhYt1B++/DyJy3WETdgAA0ACC6gBQzCWgNCsx3m1BdnCu9UZf5QTK6mZHd2Uh9sy4E3kb/LO5FrdgpIt9wDgdPDs3X18dxlisN/q65HnPJDsz/UTePr/+XXJsJwWB9b39/YCScgLccykuM7B3USEocyPFz9tZxvbFeqMXqQXEsvKC8kreBudsmaEq9f25/A6wu3BehOih7+L+3ChrJr8f92XejraFZbLUhysM1KVD9nh6gflBRL40vIjUW6ZM23L/fRgoVXRfpMpFXYrIpXnfIsAOABiUMFD38vbv9H98J3mFgXpztelQ/tYkqA4AxW7kd7ZkXWdNfigd6oe09UZfm8BN2YDt1XqjH0xpiDdB9TBQM4dGZLa5XJgg4rzssfv5VDjnaxioheM5G6vjagLrj1Ij+zwMVOz7j6yxMPfvi1R4DB0b89mOi8NABVL++Xx9UJfdeiWF4/kXYaD+ErfX9rm8DVzVXcA5Hep7okh2pnlJX6S4saStoeyhdImrReXZoDPmA/H+Krei95NrEZkNsJxcKxz/jst63f0KsFd9X/clHcAw/vZVssdcbfjmfXwoQRIAx8n2vuj7fSsMVCyWkn59fX+0fDZ8bWiu/5GD351hoL7VSURsCzXVAaDAeqMfzAefC6leXmXfLKvq8U7naHDsxq03+kLcf4aluT/3H/xspVZmNeZyLbsMV9eA3CI1n6rndMlwV1XP4TiPj+b5vqxw+IKAer71Rp+K2+O8d1038GKeW649HLR5Li8OttWqHWxe2y6vjTeBe1MK5lTKv+/emJ/BW0A9o6b7wtf4TTFB0cqBUfPBLz1m2Stx0JEwUMr0xfgpB2XjMpru/rLe6CcC6o3rw4LfzPLlK4lEZBdQT48PAH02s3z5ti8ndvjVy8b3pofK7HCb+SzjneXvDh9XoTeu09VxABgyU2PzT/n9oUHkd43gf2QXYNQNnftdGYmuM558Mg0HP8vbVfwnEfleslZ53jlspTis9cpNQO2T7IJ+Sn4/xrdNZMJa6rcuzTm/V8m+rzmXw8fiXHb3gZbf98Gy7Tn1XZnXpwlu/Sm/n1ciu8d50dD0DjNkZrJ7XWnZZScumzrnwbnnsnstzcympZR4bZvj/5T3mfON3mddsVzZ8KVqsPPguTaT34tmufeb5blsq3uPnjG/s3KDo2P6m6HPzHuWrQTWx65/d+aUfNPrjXZdiM0b/92VbzzvAPRZ05+xs64I7uN7o/kMmC5P2uhVoJa/ezv/XVmkdw8cACBfGKhneZ+tfD3GgFKTygTVgTLGvuiF9lgCcq9NZQhZzp3+YPNkrjpAzzn0x/ASNEU5h69nl98JLrXba84n73lSewGNoDrwnglUfh1CWQubMFCfx3wlU0bQ21tgN+N9t5eBY8tcG483WJICWvu7tyrKvwDAgISBUmIp/0FAHQCGIwzUzFyRksvy3t5YT4VDJqs9XY6HgPpwXGVs35dGIqDegfVG70vFuQTUYxF5DgP1M6P8VNPSvRQAVBQG6vNBKa4XGUhZC5FdkDMM1P696KcU92kZOlufmZmPgTP6WEhPA+rPqU2vZeINqee8M0sp1Vb+7q2DoDoADEv6F5xIufrMAIAOhIG6O/hQ+igijwfflxlHNTLB3+OfyPsPzb3OEsJblg+lFyaYG3cxH1Ty9eD/92XfJ3wwzW0B1PdNBhAczHAvDfdz6pmlZdu7pqIVzSzberfIbZI+1OE212zx1OKLl+e8SxJKlwiqA8BAmEvx3yFLHQD6zbx/zysenm7gbM108ij9u+ZLk/Uz0Zgr2dU+/UAd/GHJCCB00Yz+0iyyAcBRyMgan9UdNydLXdcduwHpuTol8GX87lpUOH86MaDXV0cQVAeAAbDUtt0jexAAeiwM1J38fv9+2Jd/OCgDkVWqQ0SsH/CU/1nuWBZvn8ZcO3WIXC+nXm/0A4shg/XucWupPIAtcG9N6AAAlDKzbOvd53hb8L9EAt+flm3fK0zj79T35xXGaA1BdQDoOfPh2RZQ5wMzAPTffP+f9Ua/C6BbSnXYvMkSMg0PvUoF/0V29TOpo94TYaDuD/8eCAPV68wtVLfe6Cez4HYquwB7W1nq1isaTH13AEAFGVnqrz39HD9LfV8m8P+uV0CVBeE+1pjP86+uJwAAsDMBjnnGza+24AwAYHxMltCi4XNcCz06esdcTm37QP5ZRL60Oxu0yQRc2sxkPJddAD/9fPsqInGL8wCAMZlZtvWxlnr6yiTd08B/r5CpDgA9c5CNNs/ax7VZCAAAGCbzATezhn4YqF5fEo3hycoQzOrrAwDIFgbqh2Vz74LVpn/Gmyvj1xvdm8B/n5uVkqkOAP2j8m40lwQDAIZBi3lfDwP1k/dwuDDlXbKaRN6sNzpucTo4Dvvn24WIpANBJ2GgZl1elh8GSonIvWTX130VkWvHklrpseP0tiqvMTPHedmxLOfX6TrGGVetfCzzmBRcBSuy+331pcp9aMafSSor1/azOzyWX7rq5+EwN5Gc92BTnk05nMd6vIjbc8/M85uIXBbs6nxf2h6/jP3inJsXZZpvmnPeSfZ99iS713WbDbefJPX4h4E6qRgIf/c86lOw+sBz6nudt3PWe116jJznSqnnieyel8sS+7eGoDoA9M+1vP8wI7JrGEd9WwAYkPVGnx02ljT/v11vNKU7kGm90V/CQKXrk+qefhjHOJzLrl/PUxgo2+2PItL6omBOCaS0ExG5N3O/KhkY/mrZFpc4fk9VHCt9zFIOSn6ZKwWyFtlymeBXOmCWRcnv+7Dq4l36Z/k1hsmGdbnq4ZtZWCz7ONbi0gTa+BoG6qvY35M/iUNgWuzPk70464YwUPdSHEg/tL8vXf7umBXMay9vn6UUBGRFRMzvN5feIOci8sM8J89KBmKrWsr7YPi5lAzqhoGyve5KjdGi9PtLUczhqxQH1ZVkPFcqvLf8UXL/1lD+BQB6JmMl/oKAundLy5fuaC4Yl6XlC0fMZKcfZjh9zrgkGDh0WOrtjIA6WmQtM5jRcK8xJihV5Zz3A3+Pne3/c9iguCxzH7gG1NO+lggy581h31x5Lm4B9UP3JojcqDBQ5xV/VuV7LnnMHMsE1A997ksZJzOPKs22n83VFk37x7JtVmEcld6w3ui2Gk87s73GHLLy583M5pdelcfJQ6Y6APTXq+wu62zzcrej0cc/ajAOPLdgs97o01TG5XkYqHn6En9gb73Rr2GgOiuDgONlnnvvSiCIyKxGGYRSHIKcS9kFm7PKdJyHgfox5KSUOkFQHwHxg3FOHR9z2z7nJlu+ajD0MgxU3HDJq6oLMDdeZ9G8kzBQz10u0Dq+rpVkL1jMw0C9Nny139KyrVSm9MCy1NMLNX1oWv8k1RYyWkdQHQB6iJq7ADA+641ehoE6k9+Zg3dycIk/kEZAHV1Zb/RFRgDsRRouA5MTTM6sIW6yst+VbAgDddlmCRFfwkBdSvUM9bzA5bVtMdecLysr3OkxzygddCL2gPqvBUOz4PxVsoNoX6VaOZ5CZZ9rJuP+TiSzhMV3eZ/pbCuBUSUgv5Tf99GT7MrjaNuOOWWTVE5/BNu2snO3zsfMKet5mVnWJaP00ecwUH83VQrGLCqmN89KDvNugD4m3dgagDome6R/FttzLevnHUwWuguC6gAAAEBL1hutM+oV44js68myiI4eCSzbbsQSVAsD9a2pTFHT2O5dMLnotWIWAebyPoB7Lx3UgvcgHeBeugTlckr05PZmMgsPHzIWJ+o02k7/HBfpq3BNgHe5P49tkAYzrEs910zAcWELRh7c/oapv57eLy4xx70r2f3eKMwkNvfph4z709of4fBx2PM194zn5et6o62lpg7OdZrRYPdZevq6zshSX7Q9D0fp16d2OSi9KGP5u3bZZWPrNlFTHQAAAABaYoJW38z/q9Y7BnxT6Q05wbN0E12fbEE8p+CZCWi+K5toAvVDduYYUD8Re0ZtbkD9kNnPWnqy7v243ugPRWUtcx5rVefcNpZm0CKOwc8uAobrjX51Cainjuk88Jz1vCwKqB/sdy2W7OashY0eUOkNZR+3FqUXlUrPM+N19He16fwyq3l8awiqAwAAAC0JA3WYAbjsah7ohskaPHwOqIwPpEBfZDUt9d70MKMpZamSCRnBY1sJi6G4KFHmwrpIV7aufM7+de7HMlnm1se8gSDqn5Zt3z2fo5da/r1je146BdQP2J4/rTZOdpGxUN7L2vum18EbFReLPlnGGVzJraoIqgMAAACehYH6ab7iMFAnYaCUuYT5V0O0PtbXRDPCQJ3n1JOtVDcZaINpUGnLLj4xdbh9ejdexSDPWGr26qLM7hTbe0nV3zM+A9uvZepf5zzmf1U4d1lZjW+HzBbUfRcIbVD6eflattlxG82RU8q87g6p9IaGm+zW8c3TOG28ZtJ9CnqDoDoAAADQnK+ya/L2LG9rgpbN0sJAmTrPPzJuPu3xB25ARHIzl7MaW5aWuopnr2rd9ndBxIFeEeKcYR4Gyhogq1qmJOc4W9PRIlUC+9qyzfciji1Q5yvQ2CdLy7ZWFg8yXndVF3qWlvGb+jls51J5B2RcvdPXsi8i719Piy4m4WjZ9QSyEFQHAAAAPDN1TBepzU8icmXqyo4lkxLFbEGoV54HGJgr20bTI8CHd8HM9UbfVhxrYdlmK/XRayXfHyrXB89hK+Ggyg5SMtt+r40yLNbnVxOljY6Y7XVdNQv8P5Ztvhda9mwLLpkBfFM33tb0duFxTk3zVaam6uPb9phe/KvrCQAAAABjZBpT9TlLCS1Yb/SHVOkX56aBQF+sN/ohDNSrvA8cnYeBUmXKe2SY1Tz+l/VGv4aBamz8lmgPY9QNkt1Ic0HLIktpuBZ+xvNEZFfa6KeILHrcYPIXE9D9LLuSLqrb2TTKFlj9o6FzLTPOlVUr3FZLfVAl/qq8h5sr8dK8L4j1OQGBoDoAAAAANOtUdmWAvtTIvgU6td7o04zeAM8i8iG1Tdc9X04fgmNQu9Ff3YWO9UY/ZQSdR8Oy6HloboKGWkQ+elg48sYE0h9lgDXgPb+uZx7H+iVjwcV6X+dkqS+9T8yTjGB4FbYmpbX+xmmgIXGjKP8CAAAAAA1ab/S+3AsBdQxdVsmMdPmRTQtzGbP/63oCWYYW9HJQ1ONEicizaT6ump9OPlOe5kUGGFAfuFnG9iFmqfsqhzXzNM6hNhoSe0NQHQAAAAAAFFpvdFbz0DE2eMQR2C96iohLiYnnMFC2IGrjwkCdmyzvd1nRKU+yu9Lh5uBrrJZdnnyIWerGLPX9soM5ZBlSA1XKvwAAAAAAAGdnYsnODAP1uN5onxmaS49j9bYmL/rBlDdSYs88PqTCQP00gfhWhIE6F5GspsBaCsrThIFqtD59SUuPY9mal7bJ9lw5a30W5aUXAnw1Am3iffbvBsb0hqA6AAAAANRgsgev1xu96HouQNPWG63DQD3J+/ITs4P/L6Vmo0nPAXp4MoAs3MpMYPqDiEgYqDsRmWftGwbqZb3RRaVjfMkKqJ/2uYmjzYBe17b3uF8ystRf+1R7v4TS5abCQNmaGNcKgJvFozfWG+0r4N8Iyr8AAAAAQEUHTdfuPDb/AnptvdEXtu1dlcaAfyZoeLTWG31tstGzemGctFFfPgzUvW276dMxqID6wCwLbh9qlrrNssIxttrni3rTkLuax7eOoDoAAAAAVHAQUN8jsI5jcmXZpsy/gw72VQyW9ioIbWkeW1afSoZ0xvQRyMpIf2xhCraM4KFkew/ZP+kNqUxqW5b6oN/3SpqlN3jI0k9nql/XHK9xBNUBAAAAoCRLQF1k96F60fZcgC6sN/pBLMHzMFDPFS7ZX1rG6bL56azCMZ98T6IEWzCv7v1nC8ofU9DwFxMs7U2Ab8gleGwlPnpqadl2IrLrH5G+ocVSQKNk+hm8MYS/pwiqAwAAAEAJOQF1PlTjqGQ851WFob5YttXNtK6jSoDcllHcFq8B35zSL70JLLetiwCfLdBYYYwun5c3lm1tZPfXlpF1Pkv9u6ebnMuRSD8vBrGAR1AdAAAAAByFgXqxbSegjiO2SG8oW1s9K7PdQwkTF0vLNlVmgDZqa+cxVw28k/V+5SDrfc56HjRGeRijszrV642OLZtPfCwWdOTftvek9UYPtZZ6n6jU94MocURQHQAAAADcvQsqmWZ2wFFab7Qte1lVGGph2fathYaZtix5CQMVlxijD9m3C8u2k7J9HnLK7tiyjtGgumVeTKkVr6+fCuVbtGXbUBsan8j7skrLDubhW6nHNGMRcVn15Lb32golxDpBUB0AAAAAHJkA4vXB9wTUAZHamZoZwXkRkZcm6zDnBG++Fp03DNRJRjmo1uXcf84NlM1+1qsDMrKOj0YYqHuPY9XKHneZi1mM+lHnPBlKLSBlZXGHgfrZwoKZbyq9Yb3Rg8ioLuDjcZjVODbdFHkwC3gE1QEAAACgBFNb9yMBdWBnvdFa/NQVvsjY/qNMSZkwUOdhoJ5LlI9Z5pzXGgA1zQqrlldpStb9d2drrnjI3L9Zwd7RlbcKA/XZBHYLg8Qmk9ZWm7xqQHVe4goCW23py7zjzW0+npu2cj8nFRYFsoKkLy73/14YqEvzmKmS569Kp75Pn3fRyiz806nv//AxaJXFT9vzeEgLePwRCAAAAADAEbFkVy99ZFzmZW27LkKZ8iNFwXAtu0D4xnz/h+xKGKQzLp0bCHvIOD8TS1mLop8747w3VQNLJkhVFPS8FZH/E5FAROYF+164lmKw/SxVFh9NeYl3wVafC5kZ9/tSRP4x/yoR+VOyG9A6PbccH49f0j+jyebOC5Dfish/ZDffT+KYMexyXzqc23nMMFA/pLjMyJPsfpa9P8T+8yxyrszwxiwezLNuH+rCuu3nKvuzOL5fFv5esYxT+b2vC2SqAwAAAAAAH2oHutYb/cVhHCW7oNBX8zUTewmDMmUNsrK8nY412fqdM1fSFN1/n2V3v80L9jsdSm1jT2ayu18eZRcIzwqoOzenNo9HZeuNfpX8jOjP8nu+M8vxlQO/5ty2TPkqY11IcWb3ufx+Te9f1zZzH3Ny8E/ObYMpUWLxvaXz5L53ZNRSf7etzwiqAwAAAACA2uoGEFPjtFpyxASPqwTWDwPPS38zqs7D/bdcb/QHE1QdnTBQmcFyB7pCoLrWc9lkZS9KHvZ6MM9ljXN7ex2an6N2/4UWLbNuGFrw91DdBriGy3vl/xXcnq6lPrj69ATVAQAAACClTP1mAG94CcKtN3ofFDyT8vXatYhclQ1+rjf6yRyzdNj9S58Dz6n7z3WOC/MzDS64VcZ6ox/MffOlxGFadgsopYPCB4+FLnvswRiuAelXETlLBcPfZVyXqUte4jXhMtZ+UeJCymfBP8nuqpBWyq7kXH0y5Cx1q7JNYx0XITMz1U05oEOvnoL9rRpk/R8AAAAAaEqqpvNpX4NmwDEy9bZP5Hd95qWIt+zLrPPN9ucaYuDnUOrneZXdz3RMJV4ymftGmS8tu6z0ZUPnmR1sKv28Mk0hz2U316WIPLXxu8oE4+cHm7y8JlL3vUjDr+tjZxIH1MGmWrXMzdUfv96T8x438xx6k7gw1Pr0g5w0AAAAjlsYqMexZ9KhG7YPe7LLeH3oYDoAAABemSD4/eG2tgLbQ29OeuhfXU8AAAAAqGDW9QQwWrayL8u2JwEAAI6XKcnyWUT+EJF/sgLPB1cP/CEi3116W6w3+iEMlKeZugsD9Zja9DrUgLoImeoAAAAYIJPloqvUNgWyhIF6kV1ZiUPXvpovAgAAHAoDFYtp2rnPFrdkc+/9unLOlABK1ybfKyxdZykB0+hVeabEz5ug+lDLvuzRqBQAAABDpco2VgKymA+16efTEwF1AADQoD/2/wkDdZIKqC9T+96b/T7L74C6lvdNQV8czpsuo3jncEwd6Sz1wSfGUP4FAAAAQ/YiXH2JmszizNf09vVGX3QwHQAAcDxm5t8nMcHwdAb3YaDdZHx/k13plNOs/YqsN1qnSsA0lqhimdf1eqN1U+drC5nqAAAAGLQwUPOu54Bhy7hE+tSyDQAAoAnnIpklUa4P/v8oloC68at8iwm+F3mTrW6u2vPKlNY7tBjLVYBkqgMAAGBQLB8S7kRk0f5MMCbrjf4QBupOds2+bopqkQIAAHiWtaCvD7/JCKiLiPyviFy6nmy90Utp+IrPnLkOHpnqAAAAGLwwUOk6jUBp642+ll1zr7jruQAAgHEzzUb3dM6C/mFplrxmov+9/48JmKNBZKoDANAz5o+r/R9OJ2IuBTT+Le/r3Sl527ndp6Vl2z8H/38Skf0ff09kdqJDszBQJzwHURfPIQAA0JLDrPJ049BDf+7/s97oK8fx0DCC6gAAeHRQlmImIoH8DnirLubjwcxxm4iIpJrd5HmVXUBei8hGTPCejArURNNSAAAADMVf+/8UNO6cO46naswFJRFUBwAghwmS7zPH/5CcgDJKOZG39+VXkcKgvDZf/8guCK/H0DUelcyybggDFVO6AwAAAAOQvgLZF666awFBdQDAUTIlVs5lt5pPsHwYlPmaSXEQfikm+E72+9H5KiJx15MAAAAAHC0d98urp37o74rzQAkE1QEAo2QyzGdCwPxYzczX14zAu5a3gXfdyqzQijBQL+uNPu16HuinMFBzEflrvdEXXc8FAAAcpzBQh1nq33P2UwffZgbLzd83e67Bd9RAUB0AMHhhoGIxmcuAIyW72oRzEWvG+1LIdB+ykzBQn9cbfdv1RNBLdyIiYaB+isj1eqMX3U4HAAAcofn+PwV/ixzut8zZ79PBfk/VpwVXBNUBAGOwFILq8Gsm2ZnuTyLyHyHg3qU/HPb5JiIE1fFGGKjH1Ka7MFAP642m9igAAGjTp+JdSu03qzgPVERQfQCu/mf9KLtsORERuf9/YdzdbACgf9YbvSxocAn4tK/Hbwu4P4jI9/VGc8llD4SB+rne6A9dzwO9Mkt9vySgDgAAOnDuuJ9qchKojqD6MMzk7QeAuJNZFLj6n/XPw+/v/1/Ih1gAaMer7LKnmzBraNyxuhSRy4xyMt8pM9G+MFDf1hv9pet5oHthoF7S29Yb/bGLuQAAABiui/tLx/1I7mkJQXUAR+/qf9bx4fdcDYKGLM2//6S+fxpzlqRpGCvyOzj/bxE5keML1s9EZBYG6i61/VZE/kMZmUZ9DgN1M+bXGYqZJl8nqc0stgAAgK5lNh9N+U/WDQefucqMh5oIqgPA+1rccReTwGDss8L/2f+fgGi2g/tmmbPbO2GgTmR3SeRMRP774P9j81l2Qd/DbUshq73IrOT+LyLCFXTH7Tm9gUa2AACgK64lCl32M5+5+Fu3ZQTVAQBj8STudemyjtci8r9CA8rOmazipTgE400GqpJdoPUPGX7wfSbvs9qfZBdoJwhYURioH+uNvuh6HuiNs64nAAAAgOEiqA4AGIv/SH5QfSm77HIC5iOz3mgtuwWRZd5+5rLImQwz8H4uIudhoL4dbFsKGe1lnIeBmvH6P07rjf5g3gMeReTVvG8AAAAAlRBUBwCMxb4hC0FzWJnnxTLrdhNw+1N2zUZVG3OqaSbvM9ofRORvXgOZHoVLY48Wl0YDAADAF4LqAIBRWG/0k+xKZACVHATd3zUvPMhy/1PqlRlq2qWIXB7UaNeyC7JTNsYIA/XTtYYlAAAAANgQVAcAAChwEHCP07eFgZqLyCfpZ0kZJSLfUmVjFiJyc8zlL8JAPa43+mPX8wAAAAAwTATVAQAAajA1zRfp7WGgLmUXbL9seUpF5iIyP8hmP8aSMTPqqwMAAACoiqA6AABAA9Yb/SC/a/3/0sPM9nTJmKXsMtmXHc2nLdRXBwAAAFAJQXUAAIAW2TLbD5qkfm5/Ru/MZJfJvf9+KSJfTN+CUaG+OgAAAIAqCKoDAAB0zNYkNQyUkl2plr9E5KSDae3NROTHQZB9ISOqyR4G6nm90WddzwP+mNfOs4gs1ht93fF0AAAAMEL/1fUEAADA8QgDdR4Gqg/Z2L233mi93uh4vdGn643+YDKqz0TkpuOpzUXkOQzUT/MVdzyfuv4/e/fvG8d1NXz86EFqPlQdAXOJcWMWNuVGLBJ4VVhFgiCircKCCy9VJEhjkYCdNElEJWkcGxDl5sHzFOa6MORCNhUESSEXXCEpqMakXVCNB7wDMDX58h/QW+xdeTicmb3z887sfj8AIe1wduZwf++5556rYgu5ovv2zL998xjdy9wbAAAAyImkOgAAaNKeiNzzPXXoOpAuiiTaL0QS7VcloXd7g+5EEuyHZoHWrlnzPbXkOghUJj6zYz1xLwAAAKAgkuoAZtrKg6DnOgZglkT6VyvfU8+dBjMlglAPg1CvxBLt6yKiHYSjRGQ7kmTvUgU41cxTwPfUdnzbDCy6CwAAgIaRVAcAAI0ySd+h+UENglBvBqFeaEE1+1qsir3nIAZrDPR0XxDqFRG5KD8MKrlulwQAAIApxEKldEHEDAAAIABJREFUAACgcUGor7qOYZZEFkIVkRcLOd6RUX/0pigR2YkseLoehHqzwfNb8T11HIT6ous4UFwQ6hMZrT8AAAAA1IJKdQAAgBljerOvRirZL4pI0wnue5Eq9i3fU/E+2K7M+57acR0EAAAAgPYiqQ4AADDjglCfBKFed5hk74vIsUmw75lKepd6vqf6jmMAAAAA0FK0fwEAAMAZpn3GuvkZt4u5JyLXGzj9kogcmjYxWkRWglDvN3DeuC3fU/uOzj2TIj3352X0OEgzHP+HRUgBAADgAkl1AABQOd9TSyKiglC7WBwTFQtCrUVkZXzZ99R1GfVkz0p8VkGJyF4kwb7e8GNqz/fURTPIgILMoExfRF4XkV4Fh7wTOXbaPicyWpz3SRDqQQXnBAAAAF4gqQ4AAOqwJyJiKn0vuw4G1TKJ7RfJbd9TGxJJdNZEich2RhK1LscicqHpk3aVaZvzrlSTPC9jXkaJ/L7vqa3Y7x6JyH2q3AEAAFAUSXUAAFAp31PPIxeXfE89N326MaWCUG+IyIbIi1kK98R9UrUyPIaTmQr0OzJKXnfJdRG5HhuguWsexwAAAMBEJNUBAEBlEipCRSL9jzH9TA/yq+PLDVWx18731HEQ6ouu43DN99Q9EVlzHUcN7vieGj9OT2TUamjgMB4AAAC02H+5DgAAAEwHU6Hcj28PQn31/N6YFUGoN4JQXzCV3isy6o3eRfO+p/ZcB9E031Pzvqe2fU89N7NQpjGhHjcvo4Vqn5ufe64DAgAAQLuQVAcAAFU5l3CkZQaiglA/CkK9YB4XCxLpy94RSymzMaZKNJEuo57y113H5NgaCXYAAABEkVQHAACl+Z46Tti80ngg6Iwg1DoI9Uqkin3gOiZLfdPSZur4nrpHIn2iaIK97zoYAAAAuEFSHcCs68UuDx3EAEyD+7HL+0Gou1aFDIeCUK9GEuybruOZ4M60JFR9TynfU8cz1NqlSuMWMTuuAwEAAECzWKgUAACUFoR6w/fUpowqXCUI9WXHIaHDglCvi8i6iIjvqTURaWPLjS3fU/tmYdbOMYMCTlrZXFleNj9X5MryciXHPD09lWcHB/J096k83d2Vp7u7lRzXUs8MSoiILASh1k2eHAAAAM0jqQ4AACoRhPpERC74npp3HQumRxDqzRb3sd7zPXW5S4l1c1vWXpE+Nzcnb964IW9ce6OyxPmk842T9SK3z/3+6e6ufPXwS/ny4cO6Qzn0PSUishqEelD3yQAAAOAGSXUAAFApk1wHKhGpAG6rPd9TF9v+uDcLrPbrOv4b165J/9ZqIwn0IsYJ9w8//ujFtq8fP5ZPNu/Ls4ODOk65ZW5zkusAAABTiKQ6AAAAWillAdw2Om5rYr2uZPrLi4vy+z/+obVJdBtvXLsmb1y79uLyVw8fyl/+9Gc5PT2t8jQk1wEAAKYQC5UCAACgdXxP7YlIl1oJtWoAwPfUmqny71d1zLdu3JBvvvtWvteH8vd//qPTCfUkb8b+vpcXF6s8/HhRU1XlQQEAAOAGleqoxMqDoOc6BgAAMB1MZe+S6zjy8j31PAj1BccxLInIXlXHe+PaNfmf//vfqg7XGS8vLsrf//kPERH5z9GRvPP2TTk6Oqri0Ie+p06CUF+s4mAAAABwg0p1AABgzffUPVNt2bmEJ7rB91Rfauz9XTeXPeBNu5zSCfW5uTn5+z//Id/rw5lMqMf9+NIlGf77X/K9PpS/RnqylzBvXkd3qjgYAAAAmkdSHQAAWPE9NS8ia+binu+pbZfxYPqYwZot13GU1XRifTzYJSXb5bx144Z8rw/lm+++rbr1ydR4M3IbXbp0qezheia53qsgNAAAADSIpDoAALAV7xl93UkUmEpm0KaytiWuNZFY9z01b86zNnHnDH/9+CP5Xh/Kh9VUYc+Eubm5F9Xrb924UfZwOx1alBcAAABCUh0AAFgwi0bGrTceCKbZ1CUV60ysm5kipW6zz794IN/rQ3mzfFJ4pn1oBiXeWys1tjFuCcNgJQAAQAeQVAcAAJlMa4J4D/WTINSbDsLBFHLZh7xuVf9tker0wsnXcTL9yvJyhZHhvbXbVSTXt31PHVYVEwAAAOpBUh0AAExybjG9INQXXQSC6TPNCfWxqv5G31MbUqI6nWR6M8bJ9f6tW0UPoVgQGgAAoN1IqgOYda/HLj9xEgXQUil9fi83Hgim0iz1kS6bWDe31Z0i131vbY1kugO//+Mfyt7ue76nOr9wLwAAwDQiqQ4AAFKZivRHkU3DINT7ruLB9DB9+uddx9EkU32c62+OtHvJfVu9vLho2pHczntVVOjzLx7IN999W/Tq/VkafAIAAOgKkuoAACBTEOoVEVkw/7/qOBxMAVN9O6utLY5tE+u+p/pSsN3Lk3//S/7+z38UuSpqMDc3J9/rQ/nrxx8Vufp8kQEZAAAA1IekOgAAmCgItQ5CfcF1HOg+kyjuOw7DteNJ/bJ9T+2ISO7WH/1bt+R7fSg/vnSpcHCoz5s3bsj3+lAuFbt/js3zBwAAAI6RVAcAAEAjTCKZHtEje2mJddPuo5f3gN989638/o9/KBsXGjD897/k8y8eFLnqFn3WAQAA3COpDgAAgNqZ1hV7ruNomb145XGR/ulvXLsm3+tDmZubqzI21OzK8nLR+63ve+qwjpgAAABg50euA8DU6MUuDx3EAAAA2mvaF1s8EZG0RXyfxC6/Kj8kzt/1PXUio89OuW+jJ//+F61eOu6b776Vwaefyl/+9Oc8V1O+p57TlgsAAMANkuoAAEBERHxPrQWh3nQdB6aPqb5uM21+noz/H4R62NTJfU8pyZlQn5ubk2+++7aegNC4/q1b8uaNG/LaK6/muh6JdQAAADdIqrfcyoOg5zoGAMD0M6057vmeuiciF4NQn7iOCdOhBQn1oYyS5cMmE+W2TF/1XG1x3rpxQz78+KOaIoIrc3Nz8r0+lNdeeVVOT0+tr0diHQAAoHkk1QEAgMjZKtlj31OPglCvOIsGU8EsuFm3fRH5m7Q0aZ6lSEL97//8h7y8uFhTRGiDb777Vn73/gfy5cOH1tchsQ4AANAskuoAAMw431PbCZvjPaAxQ3xP7QShvlryGHuSc8HNCYYySp4PpmEmRZGE+jfffctipDPiw48/kjdvvCXvvH3T+jok1gEAAJpDUh0AgBlm2r5cj20+obf6zLvve+o4CPXFIlf2PbUlIkslzj8Qkc+6Vnluq0hC/Xt9WFM0aKsry8vyzXff5uqzTmIdAACgGf/lOgAAcKzKKkqgi8615yiaSMX0CEL9SETmTbV5Lr6n+iLSz3GVoYisBKG+EPlZJaE+Mu6zjdlU5P5vwToGAAAAU4+kOoBZF6+kHLoIAnAhpe0LfdQRtZQnsW4SxlsTdnskIpcjCfSrJok/9czMEOvb8+XFRfnmu29rjAhdQWIdAACgXUiqAwAwu5LavsxEchO5LJl2LpkyEsb7InI1kkRfCUK9X3mU3WC9cOtbN27I3//5jzpjQcd8rw9z9dQnsQ4AAFAfkuoAAMwo03d3GLlM2xdERfvq9y0S69GE8WYkiX55Wlu55JEnwfnWjRvy4ccf1RkOOirvYrW+p6wHcgAAAGCPpDoAADMsCPVVEVkQkXXXsaB17scupybWTcJ4PZJI5/EUQUIdVcqZWC+0NgIAAACykVQHAGDGBaHWQag3J++JWRKEWidsTkysm0Q6j6EEvqesm2GTUIetnIn1Jd9TGzWGAwAAMHNIqgMAACCPPpWvdswAhLLZ9+XFRRLqyCXnIrZ3zELCAAAAqABJdVTl9djlJ06iAAAAVUpbUHSJxHo2k8Ds2+z78uIii5KikO+19UQIkeSFhAEAAFAASXUAAACkifdVj1piEcRMVgnMubk5EuooJU9iPU9/fwAAAKQjqd5+vdjloYMYAAAdRz9dFBGEejBhl3mSdOfluU1ytvAAEuV5HDHLBAAAoDyS6gAATDnfUz0Z9dN97ntq3nU8mD4k1n+QJ2GZs3UHkCrnjIcl31PX64wHAABg2pFUBwBg+u1E/n/se2rbWSSYWgzavBjAsloMkgp1VO3lxUX5/R//YLs77wMAAAAlkFQHAGCK+Z7aSdi83ngg6LJBjn2PzQKdsyrp+XbOXz/+SObm5uqOBTOof+uWvLy4aLUvM0wAAACKI6kOAMCUMlXDvdjm/SDUuvlo0GFZi5Um2ZvFHv62i7a+vLgob964UXc4mGF5Fr71PXWvxlAAAACmFkl1AIjYvukPXccAVOhcki8I9WUXgaC7glDvF7janVlaDNH31JqIWLW+yZPwBIrK0a9/bdbbNgEAABRBUh0AgCmUUim80nQcmGlLttXbU8Cq2peFSdGkz794YLvrrDxPAQAAKkNSHQCA6XQndvkkCPUjJ5FgGuiC15uf9gVMbQcO/uf//rfuUIAzriwv5+mvvlFvNAAAANOFpDoAAFMoCPUFEdmPXL7oMBx0X96+6nHHvqd6VQTSJuZvmjhgcOnSJXnj2rX6AwJicrQbig/EAgAAIANJdQAAppTpn74gIpuuY0G3BaGu4jG043tqu4LjtMmOzU7Df/+r7jiAVN98963VfjPUrgkAAKA0kuoAAEyxINQ6CPW66zgA4/q0JO5sBwhYmBSuzc3N2c6UmPc9tVR3PAAAANOApDqq0otdHjqIAQAAtN+09Fm/PmmHlxcXrXtaA3XK0dN/r844AAAApgVJdQAAANioeqHb464ujmhbbU+VOtrkiWUboq4+LwEAAJpEUr39Xo9d3k/cCwAAoF5lFytNcqdr7WB8TymxWJz0rx9/VH8wQA4/vnTJduYEi5YCAABMQFK9e/6f6wAAAMDsCUI9rOnQXWsHc2iz05s3btQdB5Cb7ewJ31NbNYcCAADQaSTVAQDoOJOQ7FJSEkhy7Hvqnusgsvie6tns981339YcCVDce2trNrv1aw4DAACg037kOgAAAFBcrPftse+pYRDqq67iwdQ7EYvWJyWs+Z7qB6G+WOM5ytiZtMOlS5dkbm6uiViAQt5buy2fbG5O3M/31A7vJwCm1cqD4Hls09Xtm/7QRSxZVh4EG9HL2zf9jeQ9URfuA6QhqQ4AQLfFe98uOYkCs+K+1N9ved731HMRuVpjy5ncbKvUh5aLQXbBO2/flKe7u5n7fK+tuuE04iW1MHGfv378Ea15ROTzLx7IO2/fnLRbr4FQAADZ4p+7NlwEMeO4D5CI9i8AAHSU76lzVbMtrvDFFAhCvdHg6XZ8T+01eL5JJlapvzVlydory8uuQ7A2+PRTq/1IqI/Y3rdJ7zMAAACTrDwInkd/XMdTB5LqAAB0kOmf3ottfuQgFKBOS2a9AOUyCNvzf/jxRzVH0qwry1dch2DtL3/688R9Pv/iQQORdMcTu1kVvZrDAAAA6CSS6gAAdNO5ngtBqFdcBAI04ND31LbL80/aYdqq1EXsqpkntYdpwieb963261LlfRN+fOmS1X6+p7ZqDgUAAKBzSKoDANAxprdzfLHIVQehYDYNHZ33uqlar3Oh1MKmrUrd1tPdp65DsFp007Iqe+ZY3i79msMAAADoHJLqAAB0jFm8Uce2DVzEgpl01/H5j31P3WvqZL6nZrJK3dazgwOn57etUretyp41OarV+/VGAgAA0C0k1QEA6KAg1AsiMl6UdMFlLJgtZlDHtbUGq9bVpB1mtUpdxH37F5sq9W+++7aBSLrr7//8h81utIDBVDCz/QAAKO1HrgPARJ+JyJPI5aGjOHLZvukPXccAANMuCPWJiFxwHQfOSvjCHr8c9aqcb+UzyZOM3w1jl3UQap3z+F1y7HvqUV3rCfie2pi0z8uLi3WcujNOT0+dndumSn1ubk7m5uYaiKa7bB/DvqfmzfsO0GU7vqcGQahpm4e4fdcBAOgWkuott33TH7iOwcb2TZ+kDgCgcyIJ8PG/r5t/lyR/srspvYzf3Ylv8D1V5Bz7InJi/v1/48uRKvUTac/tc9331HMRWahhAOHc7RlnWeXbWVeWl51Xo6ehSr06f/34I/nt+x9M2m1HRC43EA5Qp3URued7qmdm/QEiIrJ902fQEEAuJNUBzLqBWEztB9B+vqfGifCe/JAc77mKp+OWzL+96MaCCfqmHPqe2g9CXUnSr60LojatrUn1301OAMsl+qhbe/PGDZuk+tKkHYC2C0K9adblUL6nngehpjgMAFAISXUAM237ps/UT6DlTDV5T0Q8GQ2C9dxFg5ZbMlXrK0GoH5U81s6kHT7/4kHJU7TfleUrrkNI9OXDhxP3Gf77Xw1EMj1sBlB8T12v4LkFuPZitpV5z7gchJrWHwCAXEiqAwAAZyIJ81fNv1QHowrbvqdOglBfnLxrqolVuVeWl0scvhva+DfaVKm3Me62+/yLB/KSmtgNY1tYywPdtyJnB0736lyfAwAwnUiqAwDQcr6n9qpqadE005LluozasfTcRoMZM28qEHMvSGcet5neunGjcGDT5unubqNJbJsq9VmYRQCgmCDUw4R2ZtdpBwMAyOO/XAcAAADSmb7OS76nnvuemtiOwgXfUz3fUxu+p3ZMnC9+RGRPRos99txGiRnWN4/HXo7rbE/a4cOPPyoe0ZR5uvu0sXPZVKkz4FHcXy0e176n1hoIBahbYrsX835xvelgAADdQ1IdAIB2O478v2cS1Y3zPTXve6qfkjjfERLnaL8d31PHk3cTERawzqXJhUxtqtQZ8CjuTbsBiXt1xwE04GrG77Z9Tx02FgmA1lp5EPRcx4D2ov0LAAAt5XtKJWzO+hJY1Tn7QrsWTKdxS5hhEOrE55JN65ff//EPlQfWZU0l1W2q1N9bo4i6rLm5OTk9PXUdBlCrINQnCS1gohSLmAIAspBUBwCgvc5VSQWhHlZ1cN9TfRF5V0iepxmaf5+Yf7X5qfR+cCXSDmVJflgg9nXzby++/5QZz/pYDUI9iP1ua9KV+7du1RJUW11ZXm60Gj2NTZX6e2u3G4hkun348Ufym1/9OnMf31PXg1A/aigkoC6bIjJpJG7P91TqQCwAYHaRVAcAoIVS+j8X+kIXWSz0tvyQPJ0VQ/PvEzFJ8WlIiFchcjsMM3Y7x1ULopps+Z7aEpGFINTabJtYqT5r2pBUf+ftmxP3YQZBNd64ds1mty0RIamOTgtCvW65RkCPqnUAQBxJdQAA2uncoqQ2yWCTjH9XRi1cptVQRgnyUEZtPIYug5klZnbDNDr0PXUiIguTdpy1KnURkSvLV1yHYJXUn8X7xqFZG6AFREZV6/tBqC+7DgQA4B5JdQAAWialSv1css9UoL8rk6cud8lQRlXlQxHZD0J94jQaxE1sjdJh83J2YeBEs1gNfWV52en5barU/8ripJX6/R//IH/5058z9/E9Nc9rNKbAquR7b1syVetXGdQHgNlGUh0AgJYJQj30PXVVItXqQai1maJ8W0SUq9gqMBSTNOfLaLf4ntpwHQNmk02V+ps3bjQQyezo37o1MakuIndEZL2BcIDaBKEemDZgee34njoJQn2x8qAAAJ1AUh0AgHY6EZGBmDYuHepjrWXUZ/cJi9hNnTuuA3Dt5cVF1yG01tPd3Voq2m2q1D//4kHl54WVNSGpjumgpVjBwrz5fLYZhJrnAgDMGJLqAAC0gO+p8UKiPceh2HokIn8LQj1wHQjqN8VV6neDUG+IjFpZyIT2L7PY+sXW092ntSTVbarUXbenmVZtWKAWaMhVETkscf01M5uQhUwBYIaQVAcAwAGz4OMdaXcrl3G1/N9o1TLzpqVKfSAi6yl9oCeuTUDyNt0o+Xq70mPaVKk/+fe/Kj0nfvDe2m15522S6ph+psVeFYfaoyUMAMwOkuoAADTAVKLfk/Ym0Qci8hnJc8QV7DXbFlpGSXSbVkTVZoSnzKSq5Toqmicdc25uTn586VLl58WIzSCS76mN8WwPoOMeicj1Co4zbgnzKAj1SgXHA4DOWXkQLLmOoQkk1QEAqIHvqZ6Mkuht+0AxFJG/icggpVoXiOu7DiCngaRXo2eZz/rlrPdTb7oVSO8nP524z5Aq9TZ4V0Q2XAcBlBWEeqXi9Wuum+Ot0ioPwAzK/Fw9LUiqAw4lfXALQn3BRSwAyvE9pWSURK+iyqkqQxG5z4KhKMr31I7rGCytB6HerPMEq7dW6zx8611ZvtLo+Y6OjjJ/Pzc3J3Nzcw1FM7suXbo06b5QDYUCdNWWmfG1EIRauw4GAFAdkuoA0FIJgy6VfxiPn4NBnXzM4o1t6TU9FBLoqF7PdQAZKqv+8z01cUbJmzduVHGqzmqyn7xNlfo3333bQCTo31qVv/zpz67DAJqyLqMCiToc+p46kdHneWYKAt3Ri10eOogBLWWdVDeVSr3Y5mEQ6quVRgR0lKlA6JuLPDdQSkJCfbWm6pa7EkkK0xs1m0m8bYn7li5aRgn0WitzMdtaWqW+UtPAUZtmmMy8SVXql+ij3pj+rVsk1TEzglBv+p6qK6kuMmqHcOx7SgehXqjxPACABvyX6wCAaeB7ak/O9pzt+Z46dhQOOi7hsfOorl6MCQn0tlRdt4bvqQ3fU8/NQMeeuEmoPxKRq0GoL5ifBRLqaEDPdQDGauSxX9dMjHdrOu5M+c+EZLgNeql3j++pvusYgAo1UUWuzGfLNg5eAwAs0f4FqEZSkm0mFmZAtXxPbUvssROEeqXhGNQs93w0vdG3xG1CcVNE7jI9GK74njp0HELtPdJjVNYvZ32RUlsHBwfy45JV5JOq1JtsQwNr78pogWBgGqyISFPJ7p4p2mCWMwB0EJXqM8r3lPI9tcXoONAeprXImRYERXqc+57KO6CzHrs8c68Lvqeu+546Nl9sDsVtQn01CPU6CXU4phyccxCpSG/VTIw3rl1zHUInPDt4Vur6r73y6sR9Pv/iQalzoBY91wEAVQlCPXRw2p6pXN9ycG4AQEEk1WeISaQ/jySN+o5DAnDWXuyyVYW676l531P3Is/vXK2HEpJXKs/1u8r31FrkNjs3Q6Bmd82AyblWFnW1+qmbGah13WseFWi4Sl3LaNG2C0GoVxs8by5Xlq+4DqEVJlWJP93dLXzs09NTOT09zdznrRlfLNYVBpUwg/YdnbdPch0AuoOk+mxRrgOYYkmJgEHTQaC7EpJYJza9g31P9WSURF+LbB5UEI8qe4w2MonfcSK9zoWo4jYjFbgXIr3s44sjtqo615Z5vPRFZM+0MEJHmZkuqoFTrUfWB9ANnK8UWo6M1JlUt+ml/uHHHxU+Pop749obrkMAmua6Fcs4uT5zs0cBoEvoqQ5UIAj1wPfUIxkl6U5E5H4XkgRoB1Pdq6LbglBftLx60uJ6nxUIQ8diuCPJg0WdYhKE96T5mTmPZJQ01Gk7+J7aiG8LQh1vxdMV0UGh676nnhdpXYRWqLNKXYvI5ba1NjKDk7BQV8W+TZX6e2trmb9HfRhUwqwJQn3ie8p1GCL0XAeAViOpDlTEJAk6n4SEE/G2L3mqlfvxDQV7QX4mo0R69LidfDybRPqWnK8Cr5OWURJ94uyCsSDUG76n/lt+mGUwrCGu2vmeSmo31OjiuqiGee7U0QbpbmR2Rhv1XAfQFXUlV22q1N9bu13LuTFZ2cVngY7alLMzQV0aJ9e1tHBwGgBmFe1fAMChFlUrDxycszKmr/x2pKd8Ewn1aEuXhTwJ9TGzIOkFEVnpYgWS76k1OZ+E3S9yW6AVcq3HMMGJ/NArfaPC49bhddcBzDKbKvW/0val9ZjxgWnT0tmDSkSOfU8dT2urRgDoEirVAcCtO7HLTqrDg1DrlkxzzcUs5NRv6HRaRFYLzgTI1OEk9Lm+9EGoL7sIBOVU+OW8i1PUWWDXIZsq9TdZoLQLetLRGVdAB82LyKH57L7S4c+RAKZX/PO1dhFE3VqZVDf9hedFCrcxqCKGXuSipj92fVzc1tHHmIwWhHS1wnvrRO+POp9/ps3AixdaV891l1Kq1Ac5rp+UCBoWj6gbGk6kD2TU1oVptjFmVkCc7VoAaJ+yvdQ3W1rVZyOz5Q39pPN5dnAgLy8uWu1rU6X++RcPqggLAIpYlVFLwTbbNsn1trdaAzBb4p+vtYsg6lZ7Ut0kjc5UYiYtXpaWJIlUTp7IqH+YLhBD/Iv/uSoqk+Dbk9higQlxFHqzSkk+XC2SSEw6VsptmnTOuF7WfnUsNJfjtt6X0W2UmczKcXvsSErf1Mg5B0Goc1cKpxy71mo9czumTdW/aJsENEn0xJXlY5XLpT+oJb0epJxrPQh1nr7ieWKweV7ksZonER6Tq0rdMpmc+pzO+3z2PdVry2CHaTNyriq6JrU9/qbMIznbZmeTwYduShmgs1XmNbATbBPEGMmTVH/tlVcn7sOgRmfQRglTJwj1wHz+7oI7vqfuyKgNH7MGAaABTfRUH2b90vfUhkkA9SccZzzFKb6gXxG9WAyHMkpOKovr3vE99Zy+gcWY+8/2tl6SUc+4UtVzvqd2zGOsZ7F739y//TLnbEhaQt1q8RrfU8rcLokJ9QSFH/u+p5bMuRIT6gnu1ZD8rkXRZFLSY8ziWOeuUzOnLRF8T103j7nnUm9CXcto6uy4PzoJdQtBqFdEZMFcPOlwlTLOL5Zs46p5vgyqDqZt5ubmXIfQKpOS3AcHz6yO85+jo4n7UKXeKXUscgy0gXYdQE5L48/P5CyASsQHjZ84iQKt5KT9i+8pZfr37kn+pM2S76nnVVVQl0jc7fieKlTVPKtK3NaFb+MS59zyPXW7raP8GX/XZZtWNiXbZ+R67GdVwjfN91QTi1faile9DFwEMUHjX5BNX+cdsRt4K2NfRol0XfN5ppq5/Sqf0YTmFPjCXWiWXZddWb7iOoRWubK8LE93d1N/n/W7qNcteqlTpd4ek+53YW0CWIi14KzKmZaSFRon0ro8C2/HzAYmbwEANWgiqZ7Byt/EAAAgAElEQVT0JqR8T21LiTc/31OHQagXJu+ZeYyylbB931NU51mYUG2+Lz88TnrxXxb98l7B/bvke2qnbQuuZczWWK0gof5IRO6b/y+JyG1JTm72fU89saxQzEqoDyP/78V+Z3PsvN6t+HiFPmSb1j1nNPBBd1Dz8UtpqE/6Ixk9T5x9OfI9NU+LFLSM7aDnzCXTkWzSIMOzg4OJx7CpUn/y739Zx4R2SForJkEdbWLqSqoC06JvZsmeyOj9nPXEAKACtSfVg1Dvx3oli4ySZ/EPPucWuDIj2WkJRDWueC8Sl++ppNYZiX1BzRtQWi+1Nd9T99tY7Riv5k+pGK6177c577wkJ2ZT+xabatU9KZ60THrcpN2/10VkO+VQPd9T19uyorpJPCZ9abDqaWsey/2EXyXdF0MR2TTXS5pVsiUTErUpz7PM3t7jvut1JJlNu4rc0hK+QaiLLspYqDdjwnN64noRbTbhtbUqzhPpY+Z17dC8J059H2q0n2WrM5LpOKOK6vFJVepzc3Py40uXSp8H1bFsg2Tb5g+AG/Miskf1OgBUw0n7Fzn7geskLTFlRlAvZFQwHkrxaefRStHMxTxM4mNgqq1VxXHMgqQquM2svsVmkKJowlLkbAJYZ81qMAnzCxntiLalBfdvRkJ8kCM5l5TAnLioaRDqy0m3j++p4wmJ5aSK7Mzb0iyGupG1T5MyEuplHhPxNjS5Z7uYhTvj7idsa5VJCxVXpDWJ9JjoYN+W76mtOhaDBnLIGtRi4MegBUm1bKrUh1Spt87Li4vy9ePHrsMAUJ1+ZHCd9/yWWnkQ9FzHACBdEwuVZklNqEeZEdS6kiND277ZJjGbGEdHFrZ05VyiusGWOZkJ9SjzOEicCud61XeTiEyKIU9v86QWPCu2iceU50lqT8SUPr1Dm3O1RR0J9ZTWL0UWxjzXyqYtMyqSRBaltl2oOK+hjAaILgShtn5cNyx+37dyzQbMhozPLYNZWYAUbkyqUr906RKLwwJAs7ZMe14AQA5Ok+o5WyckJkbLJrPztkrIiNlp0hXJ8vbdzxhg6ZePppSkNir7OafsqdjlkwJJ2HPnyxhw6CVs68xK2RkzZMrMoBARuVfy+mNN9A4dlrmy7ynle+rYJNPrmBKuRWTBJACvtjSRLiIivqfO3e9d6Wfpe+qe76nnSQNC6LT4a7c2zyWmgqM2VKkDQOtcHReluA4EALrGZVI9VzIvI1lSZuHBogud3i1xTjSn6AeDxIEW0w+5cSkLrma2LEo4RlLiO3eVbErlYj/HIapeKLQWGQn1yxUkbuPHbW11eVHjJKyMWmNVnYgdL7B0IQj1QhvXs0gRb9czcBFEXiaRPo79OGlwAN2TsJjgQtnF34Gop7u7idsnVam/vLhYRzgAgLPGs9IusG4KABTnLKlecCR0mLCtVyIGXfB6G0nbU3ocI0FKK5JKFW2FkfHBovFkUspCnyd5EupGP76hgWTkIGGbanu1a0bv+tWaKourGqQbVnScF0p8yI73jK/Cqvngf7FrH/6TBuQ6VA0cfw3ifW46jGeO3DXPK+0yGHTPpD7zzw4Ozm07PT2deNy///MfhWMCAEx0lVlpAFAd1z3V86qydUQd1aG3azjmNEjqF61SEsZVKVtNnJQ8rSNRmMosDBpPQFutQ2BBV3CMTBlJmuO2DkD5nrou6b3rB3Wcs0iiPqXt1d/KR1OZqnqFR6toBhUd04WkxZpbz/dUUtxNrYeBmpgq9RPzvNpwHA46anJS/dm5bb0JVeosCAsAtdinKh0A6vEj1wHkNJTq+vLeL3n9u3I+FlXymFMpCPV6ShJ13rSIyNXKxFIV96+zxVpM0jRpgdfcCfWUtjXDlIVEbexLLDbfU72UD2lJzxMRkXumjURrVpr3PbUkyfd53t71WefoV3EcSV6ktMhipy+YAYVKBKE+8T1V9OpaRlU0uqp4WiA+ONb6npXmdaMX23xS9nGGVhiSTM/n6e4uCd+YK8tXMn9/lNA7fVKl+udfPCgVE+qVNPugZYY1HLOOtYD2pXzxzzkkS+uT0Ray7e7yfg/AIS92ubXrn5XRtaR6mwylnoX3ptVlEdlL+d1SpG94K5KsQagflUgKlmLao1S58G1SsrQvDXw4DEK94XvqtqT31d4yH1SHeRcNrpK5zZMen0Va7WSpqqd8r6LjRFU902ZV8j2OW/Hcr8N4MMwMLt4r2pqqYedadFU0SwaOkXhBFSYNMsR7qv/iZz/P3P+tGzdKx4R62bTvCUJ9oYFQgKb1XQeQ01Xe6wG0gIpd/tZFEHXrWvuX1uCNKh/T4sImObnle+p5iSrqaZDaFqdgL3qnPcxNIm5Si5Oeud9r77WfIvE2ryGJ2ItdHlZ8/DJ6sculEr+WCfJpae9iJQj1ZhcSDqb1VJyzQS8A3TepyvnDjz9qKBIAsNf2taAiTmS06DgtXgCgQSTV0Zgg1PsmoaQtdt9xmGBtM1WgH/nrtURyVuZUHlPtbdPyQpnk+rnWN3WJzJI4o6HkZ1XTinVFx4kq20JJJHkw5URELrNIUnuZ52v0vtN8QcMse7r71HUInfbJZvbbyXtrrVxmBTHx2QcJ6ljMHXCtytnDddDmM/XFKWudCLRJL3Z56CAGtBTtX9C4INQLkXYbKmNX5XvqeIZbDmyKSNI3zXu+pwZBqG17UumEbetS4Zcfm8U2TcuLC6av+KQPqHu+p2qfuug4oS5S4A05pS/7Z2WCSKrCqei2vyo/zALYDELNIpcdEYT6shnc2gtCveA6HsAlm7YXSPfJZvZSDO+tVd19DI5MZa9UzLzK1hyqmNPWmQCAEZLqBc14e5LSTEJ4QeSHPsMpu877ntpp+kNDC6b6PTIJyPWUxO+xiNgmfsOEbfOuKk9Nm4+BxcDKjtj/jbn5nkprs9PkII4ucJ2kvuyDcmGkPv9KMQuWXrYZdEH7mPut9e1qgLp1YIHG1pp02/2Vti/TpI5FPQFnzKLtbTNgpicAtAftX4qrYsHBXgXH6LxIn+G7Kbv0GgxnrO/gnGP7QaijrVISPzjlaI8zTNjWREuYTEGoT4JQL2RVhaf0di7NHDdp4ORyjhkApRWcptmr6DhR/djl7LLCHEioA+iAzNd9i7YXM2nSYqUikxcofZMFSqcJleqYNjuuA4gYr0NEQh0AWmSWk+q9ktfvJ2zLm4h6tWQMUyUI9YakLGZaoI942ds2aS7ysOQxrZh+xtHLA0muaLbqr55Skd4rEFptTGI96ctY5b3VfU9tpRx3lQTwCG1aAMwYXvsLsEmqZ/n8iwcVRYKW4HmEaaNcByAk00E/b6DVZjmpXkWleVzWSkxJHzRz92hL6adchqr4eKWYpKZO+NUvcx6qbP87lbCtioUbC8noaXyvBa1qKtFE73zz/Okn/GrTDF7MHDPIgIr5ntqZlucmMANoW1HAleUrmb//za9+PeH65ZLyaBcWtMY08T3lupc6yXQA6IBZTqqroldMS0JNaMEwLHq+mKoTYKri41UhqUq219TJ0wYuzEKbLqUl1tN6g0edqwKftWSqWXQx6W8edKUyO2Uth2HJw/Zjl9PaMMGSSab3ROTY99Rz31PbjkNKReIfEBGqvgqZlBT/+vHj1N89+fe/qg4HNfrP0ZHrEICmufqeRDK9ISsPgp7rGAB03ywn1cv0a+4nbBtOuM5nKTH0bE86Q4ujJrUByd2nMWMhykmSPkTpgseqjBm0GST9zuKxnLTQa39WEmqRRVHj9jv2obWXsK3wdGsz0HCGacOEcuILv7qudsoyTvzPxGsBkIQK2+b9+NIl1yEgB9YVwAxq+nPRkGQ6AHTPTCfVRWQpbzsV31PPk7YHoU5KWkZ/n5b4sloAxSQ8Si2W0qEvjUn9zItUic/nrcbOSMQn9npvWsYHrczHcsbjr+jAQ9ck/Z378f71TUtKahfw/0pcNz7QoEscCz/oxy63ciaE76mNyMXjNlfUA66RVKwOVerd8/Xjr12HADSmhnarWbRJpmfmEgAA7TTrSXURka1YYiFVWkJdUqqHEyRWW0+qqDaJt9qSn3UnUgq0GUmq6iyalOrb/n3mfkiqStgPQp27Ur4uZlHPJFsTqk0T28fUWaVq+9wy+9byOEx53g5cJ9SNKm73pEGoiZLu84ze/SghCHXeRaybcid2ueciCKALnu4+dR3CVJibm6NKvYOyWvkAU6ip1i8X+ewNAN32I9cBtMQd31N3RGQlqW+2SQr3066cY5rWgiQnx+dN4m89mnwxC6QkJRqHUm3y47rvqZ34CLnvqV5F1e19M+J/IiJX06qmTXubxGr8kknt6+b2XU1ajNL31D0RWUu7ckuSr3ErkvzYOBaRxKR7EGrte+qRJA9aHPueOhGRyxPWBhDfU2ti2ltkJPjHj9/xc2szq2+5aV+TVLVdqmojJaG+LyKfFW2nVPGMj56U7+U773tqrUDi9jB2uTUDR13WlbUKkgZzm1gsGOiqrx8/lvfWCo1hImJIlfq0GroOAOiQqx2aQQ4ARanY5anMN8xyUj0pKbnteyrXQbKSign7nvie2pfk5KGIyD2T4M1yUcqNnt+V89WJIiK9hATkIyn5ITlWDTsvInux23gokwcIiiR6kv7OrbwJrzz3b5OCUD9Keyz5ntpLGwgIQr2SkcCeF5HDPM8B31MqIwkfva3XTDJ+bGhiyKrUPinzgTNjBsiSlGullPmYiAw6PApCvRL79VDOPt5fz3nugSQ/f+OvHXezeqOb5+WZ256EamX6scuta/1iBpTiz722VtMDTdGSsXj7s4ODxgLpkivLy9atcS5duiRzc3M1RwRHEteOArrG4rt4GZmfzwFgyqjY5cJrwbXZLLd/OZGSfbKLJFxNsrPoCM1lU7H9bcHr512EsIrWFJOS2L0Jv79cokq9VJKwrQn1sYwK+kn91S9LdQm0pATvWNbjpzfh9ycVJHldLbw4/jCeNCPgSexyL8+BJ80iiBhO+H28Sn0q3+DaoKWtX84NKmXNJAFmBEnBAq4sL1vvS5X69EqaCQp0VOrs5RLGi5Bu1HBsAIBDs5xUlyDU+wUTp3fLJFxNsjBPEuvEvBGPr1Nq2kSO2KtYRDGeRMzjYsYCmxMFoT4xf2ve22vQ9oR6RFriObO/ukmgXZTyU3CyEte64DE3W1w1XTZBWkWCtdRtk1Sl3NIWR53je0pJyxd7TVm7gH6eQLEF0WfeleUrlvvZJ9/RLoNPP3UdAtBVJzL6PssipMAU2b7pD13HgPbI0/4lKblpm/Ac5jhPlpMKj/VCEOoLJhmyIxlTfyWlJ3fBc142Sc+9jHNqGfVc07HtQyl5O5i/eUOyK41LncOcZ1NENs3tuyWTK3OHMuptX1m/pSDUF81tvSPZAwXrJapKiz4/hgXPJyIvWgrdleQ2ItuS0ZPc3MYXRSb3lY8ZyOi2yryPxgvvRHuwT1Dm9j/DLO47rOJYMTaVjOPWQ/HWL+P7q1QA5na/4HvqUFJeOya0zYlXKd8tFRBeMK/V48e9kuTZCk6ZFlDRx47OMQMCmFpBqPcnvT5/9fChvHnjRjMBdYRtsvzzLx7UHAnqMvi0E0uFAKWlFB4URd90AJgBXanGLSVlsULe6KZEyv1Lzzq0UsLjtbLBOotz70hsYKtDszJQIZP0P+T+B36Q8nnihZcXF+Xv//xHU+EArfCSmjiZSY8LKYAum/QeYClpTSW00MqDoCexYqPtm37rPhevPAg25Gwh5HD7ps/shwatPAjOvDa08XHSRvHbTUSuTmOV/0y3fwEAB1Zjl+tcEOkFk0TtRbeRUJ1dQag19z9wTuYMLBYrBRLddx0AUJb5nFzWRRLqADBbSKoDQEV8T22Mf9L2SahKb2pB1fjipCxMCQBnkRwEIp7u7k7cp6ULcgN5lWn9sm7WP6usfSkQEW/zWmbNOgAVI6kOANW5E/nJcuZDd0XVMalMD+2ofb4EA8BZNm3jvn78uIFIgHb4ZJNxJsyMrHW30pyYZDqfqQFgRpFUB4DqTVqk9nLscnzx0MqYqnkV3RaEOn5+AIAFkozt9cnmfXlJLZz56f3kp/KfoyPrY/zu/Q/OHeOdt2/K6elpjZG3l02lOtB1vqeKJNRXglBfrDwYNKkXuzx0EAOAjvuR6wAAYBrEPpB/lrVvEGrteyq6SSXvWY6J6UzVPH20AaA4+qo36+nurrzz9s0z277XZydf9X7yUzlKSZwfHR3J6z/5qczNzck3332buM9/zD5ZMbz2yqssVJuMCl1MgzzFLSck0wEAY1SqA0A1rkf+P7DY/7KI3B3/1NQC5nr0HCLCl4Aa+J7aLljlVLuE1j8Ast11HQB+8HT3aervvn78WF5SC6kJ9ajT01N57ZVXz23/xc9+nplQj3p2cJB4jGk1+PRTm914vmAa2K5vRHU6AOAMKtUBoBq3x/+xWagoCPW+TG4TU4pNf2BU4rqIXB/PPmjLbACTUFe+p56LyDAI9VXXMQFtF4R6w/dU5roYf/nTn+X3f/xDUyHNtLT2I3/5059tk74vnJ6eyn+OjuTHly6JiMhrr7yau63L6empPN3dlSvLy7mu10V/+dOfJ+7DwozoOt9TfYvdqE4HACSiUh0AqmFb5YIp4nuqlfe7iUtFNvVMf30AJeVN5qK4eFL9yvKyfPXw4bn7oH/rlnyvD+V7fSiff/FA5ubmEo83biWTlFD//R//cOYYaeLtaGaYdh0AUIGtCb+/S0IdAJCGpDoAVIuqrdmSWdHq0Lm2L8xcAKzVOosIxb28uCi/ff+DM5e/14dnZg5cWV6Wb777Vl5eXDx3/aOjI/nd+x+cSai/t7Ym3+tD6d+6deYY3+tDuWSq2mfN148f2+y2XnccgGMX+ewEANXYvukPXcdQB5LqAFBSrFr5vrNA4MJa7LLz/rKmP3+8gn7VQShAV018vnyyyUu9C9EK9f6tW5kLh6b97suHD8/s897a7cT9RESG//5XgSi773eRgYs0QagfNRAKUJuMGXz7Qagv0N4IADDJTPRUb0t/W9SD+xctEE2s8iVzhrWkoimpSn3gIA6gk4JQ74/XSEjzyeZmZjIW9Xrrxo3Sfe3/5//+N7GaHZK71zzQUUmzDVf5zAQAsDUTSXUAqNkvx/8xC5ACTpgq9TgWKAXy03J2XQI07KtIRXnU3NycfPjxR6WO/fLiorxx7VqpY0yrtNs9htlPmEYXqU4HAORB+xcAKG/JdQBoXksX/kyqUh86iAPoupVJO9i0yEBxXz78MnH7N999W/rYWW1jZt1v7Vq/DOqPBKiP76noAqUntHsBABRBUh0AgGLejV3edBJFhGmHFa1Mp0odKMBm1tGXdhW9KOjp7u65bVeWl0sf960bN0ofA0Dn9c2/j4JQX3QZCACgu0iqA0B1Bq4DQHOCUC+YyqZxIrsVKxcGoR6OY6JKHShlYmI9KfGL+nz+xYPSxyjbOmaavfP2TZvdJs7iANrM99R4MffVINQ8ntF2vdjloYMYAKSgpzoAlOB7qh+5+JmrOOBWG5PXbYwJ6JirInKctcM7b9+U7/W5rktAJ9kMEgWhZkF2dN22iCwEodauAwEAdBtJdQAo50ULEJKYADA9glCf+J5yHcZMSkru/v6Pf8h1jNPT03Pb3ltby3WM/xwdnds2rQucWi5QymLs6Lwg1LTGg2zf9DdEZMNxGDbuxi5rF0HMuPh9ALxAUh0Ayum5DgAAUJu7InIna4df/OznLHxZscGnW+e29W/dKn2M99Zu5zpG0mKp/VuruY7RFTYLlArrdABAo0zyHw5xHyDLBdcBAAAAAG3le+r5pH1oAVOtl9TCuW15b+PeT34qR7FKcxfH6IJnBwfyi5/9fOJ+Zr0OAAAACAuVAgAAAFkmtrz4nV2VLxoUT4a7OkYX2CTURWQ6S/QBAAAKIqkOAEBH+Z7aiC2WC6BiQagvT9rnS7t+1Cjo5cXF0seYm5urIJLpk9Q3PkkQ6kG9kQAAAHQLSXUAALrrjohs+Z567nvqfANhAI2hWr0azw4Ozm2rYnHQvD3Zk1xZXi59jLZ5/Sc/tdlts+44AAAAuoakOgAAOfie2jZJ7Oe+p45dVYr7nlqKbXISBzAjzjf5jqFavRpfP/763La3bryV6xhfJdwXb1x7o/FjtF2OKvX1mkMBAADoHJLqAADkcz3y/3nz48JO7PKJkyiAGRCEWtvsR7V6eYNPPz237ceXLuU6xpcPvzy3LW8LmaRjVFHt3iaWVerDmsMAAADoJJLqAACUEITa1bT4eDJ/Yt9nAKVcnbQD1erlnZ6elj7G093dVhyjzWz/viDUEx/3AAAAs4ikOgAAHZPUP922khZAMUGohzb79eyqfwGn3nn7ps1uw5rDAAAA6CyS6gAAdE8/dplF5IBmTKzaPTo6qqTaehYl3W5v3bhR+rhVLHQ6NzdX+hht8cnmfav9qFIHAABIR1IdAABLrhYljcWg4ttYRA5ohm21+muvvFpzJNNp8Om5STjyZs5FSpPamvRvrVZwjOnpp/7JptU47KDmMAAAADqNpDoAAPbejV0eNh2AafMyiGxigVKgWQs2O31Ff/Xcvn78+Ny2K8vLuY6RlJjPe4yvEhYpfePaG7mO0Va27YmCUOcbiQAAAJgxJNUBALDXi13+zEUQQahXg1BfkFFyb8VFDMCsMgNbEwezfvv+B/UHM2WeHRyUPkZSYj6vpAVnX15cLH1c1/5zdCRHR0c2u96tOxYAAICuI6kOAIAlk8i+KqOEw76IPHIcj7ZtRwGgOkGoL9rsx6KlaJPX7avUN+qNBAAAoPt+5DoAAAC6xCSxhyKy4TQQAK49EpHrWTscHR3Js4ODqahydiFv25a6jjENfvOrX9vuernOOAAAAKbFBdcBAAAAAF3ke+q5zX7f68O6QwFSnZ6e2i6ee2I7CwMAAGDW0f4FAAAAKOaqzU60gYFLlgl167ZGAAAAIKkOAAAAFGLaQU1ctPTo6KiSBTSBvH7xs5/b7sripAAAADnQ/gUAAAAogTYwaKOnu7vyzts3rfY1C3EDAADAEpXqAAC0nO8p5Xvque+pvutYACRat9npJbVQdxzAC7YJdRGh7QsAAEBOJNUBAGi/e+bfLZNcP3YaDYAzglBvikUbGJFc7TiAwnIM4GwGobZ67AIAAOAHJNUBALDge2rL99Sa76meg9Nfj122qooF0BzbRR6fHRzIVw8f1h0OZliegZsg1LyfAAAAFEDvPAAALMR7JjfZf9bluQHYM4NuOzb7fvPdtzI3N1dvQJg5n2zel082N6325b0EAACgOCrVAQBoMd9T8Sp1AC0VhHooIvs2+772yqv1BoOZ8+zgwDqhLiIrdcYCAAAw7UiqAwDQbndil4cuggBgJwj1Zdt9WbgUVTk9Pc3T9mU/CPWjOuMBAACYdiTVAQBot6XY5btOogBgLU9bDSrWUYU8j6M8Az8AANjwPbXje+p57GfDdVxAnX7kOgAAANrO0eKkiUx7CQDtd1lE9ibtNK4w/vs//9FASJhGeWY80EcdrpnPVO/KaBH2+divhyLytyDU1n2MAADTwffUvIgcxzZfDEJ9UvF5tkSkH9l0teh3bCrVAQCYTLk4qflgwRR9oIOCUO+LyMBm32cHB3ladwAv5GwhRIU6nPA9dX1cuSqjxZz7cj6hLiLSE5F7kSrXrQbDBGD4njqMVZz3XceEmRBPqK9UnVAXEQlCvRrbtFP0WCTVAQCYTMUuD5s4aRDqkyDUK0GoL4x/mjgvgGqYD+3aZt9nBwfyu/c/qDcgTJWcrYPWzUAP0BjfUz2TSN8ueIi+SegVTngAyMf31Lac/+7DABdqZd4roh41uf6LKWbLjaQ6AACTvR67rF0EAaB7glBblxJ/+fAhiXVYee2VV+X09NR2933aaaBpvqeOpUT1X0zPJNdVRccDkO560kb6o6MuZiDnjCDUKzWfdj12udD7FT3VAQCYIAj1VdcxAOiuINQXEipwEn358KGIiHz48Ue1xoTuyplQP2FhUjTN8vXukYh8K6PZfz0ZFTD0Jlzn0PfUahDqQYnwnDJtNO6JyDwzEMsz1aV3RGRNhHUjgK7xPbUksYGcvM9j8zqwFoR6w/Y6Qag3fU/di2xaynPOMZLqAAAAQM3yJtZPT0/lf/7vf+sOCx2TM6EuQagv1hgOcM6E17m7KUmPYewY8UXkorZ8T0nXEuu2r/+wx21am31JTjAy4wl12ItdtqpQNwnxtdjmjTKB+J5SQah1nuvQ/gUAAABohnWC8+vHj1m8FGe8pBbyJtSp2ESjMpKcJ2ZtmA2b4wShXp3w+N0q2v8WQLaU2U2bdSwYidnmeyqeUD/J0Uc9nlAvYhi7fC9ppyxUqgMAAAANCEJ94nvqspyvykn07OBAXnvlVfnmu29rjgxt95Kybs0vIiTU0TzfU4cpv9ov2oLIzPA5FpGkBPqxiPA4B2rAewjqZtbIODMjwnZ2ne+pXsLmIjMp7svZtmOJ6wlkoVIdAAAAaEgQ6n0RsU4wnZ6e5k6oYnoUuf9JhqBpJsGhEn5Vuqd/VpIlaXE7AEAnxAdiBzmuezth29/yBpCjKj4VSXUAAACgQXkT6yL5W3+g+57u7sprr7ya6zok1OHITtLGqnr6Zzyuc1cVAgDcMgs2nxGEejXHIc699gehHpYIqTCS6gAAAEDDiiTWX3vlVXm6u1tTRGiT373/gbzz9s1c1yGhDheSkiPG1YpPdTfl/FsVnwcAUK/463bi67sLKa1lUtFTHQAAAHAgCPV+nh7rIiLvvH1T3rpxQz78+KMaI4NLr73yau5ZCSTU4VBiUrvqqsEg1Bu+p+4k/KovInkqHGeK76k1EfmljNrzKBktzPfEdtFY2PM9tSEir8sPPZqHIvJERAZBqHVN5+yLyLsyWndgKXLOmV9YNHJ/RP0tCHWR3ttZ5+nJ6D5QMrrvhyJyIiKfVfE+aNAAACAASURBVNFeZNqkVKlvNB9Jqp6cX8A0FR++AAAAAId8T83LaNE9a3NzcyxgOmVOT09zt3sRIaEOt3xPPU/YvBqEelDDubZklESPW8hKWibFWOR543tqR84uaiciMgxCfa4qP+V2ycP6uPG/xffUdRGx7Tef+74yycr4AEdivBbHsrpvUs6ZSx2vlSZBaDtbQovI5axkt+X925OUlksJ7uZNWKYdf9Ltl/L8sD5/xnPmou0AQcZrRJJSr1NmcWZluft61cl8E0PZ15m4Qs/jPBJi3gxCvZ6xf0/sH+9JLpvZobbx5LoNaP8CAAAAOGS+LObqPTxewPLZwUFNUaFJn2zeL5JQPyGhDpfSWq/UkVA3x02rSKcFjOF76ljsE+oiIls1JOZmgrmt8zz2lEweQB9anDNPgvGO76nnZvC+tTIeg5mDEJHrXzfH6Oc4baHHfuRcKsfV7pnBrrb7rM6D+55aim/LSqgbSYuSWstKqBvD2GWV5/gk1QEAAADHglAXSpD+4mc/l9/86td1hISGvPbKq/LJZu4Ctv2qFoEESui7DsDouQ6gDUyir1DytAuJ1zYpcVsXrlYuc/+KyHFb798JCfVJCdFxhXyegSTb8yft2yt6ri60gqlrQDQiPiCkLa7T9GCEyrMzSXUAAACgJUxiPVcf1K8fP5aX1ELuPtxw6+nubtH7bRCEOtcit0CD6l5wbljz8TspIzE4lNF9simT31tytSGbVSaJm+RERi1FLpj38qsiciaRalGVm3bOSffvXZmcoGzd/et7Km1NmVXLhPq2JA+qncgoKX8hcn8siEjiMXMk1tPu+4GIXI3c73fl7POt8v72eRfUtNBED/74wE7nP8uwUCkAAADQIkGoL6b0Js302iuvSv/WLfn9H/9QT2CoTO8nP5Wjo6MiV62lVzVQocr7BsfclQ5Upif0wa6kr7uMkqi92LEPY/ucyKjPfDxJtm7235CU/uS+p47bOAvG9OXeiG6r8DbNq5ewbSVeiWwW6x2KiPieUiISv5+S6PgGkziOS1pHYMPs35eUtjS+p563pW2YaR91rh2IWL7PmXYqSVXMiRXu5va6nLaOje+p7SDUKxnnS6xQj9+ekft9w1xvS2poq2LOU2RtiMS+83U/782iyfFzTkzk1/haWgkq1QEAAICWMYskpfUPTjX49FN5SS3If4olbFGzrx4+lJfUQtGE+kUS6miLtCpJ2wUFizKJpKR4VJ3nbTkV+f8gCHXmwo4mQZ2WQJuvoQJ2aiQlBmW0sGFma48g1Noy8RcmbIsmjvdN5bXOONcg61wm6e6USYgnxTHI8T6XlOS+OKnCPaPd3qQ2I+d+b3OfBqFeTXvdalpGQr2JpPS92OXc7XBSXuedttUhqQ4AAAC0kPliWahy6PWf/FR6P/lptQGhsPHCsr99/4MiVz8xSZQmpmYDtnquA4hRrgNogWHGYq5nTFggO89CmLPmlwnbcg+AF3SSp/VXRqLU6cK+plI8KSE+sH38piySvJ7zffJcq6q0xZengZkB2Y9vd1jlXeR500/Ydr9kHHE6z84k1QEAAICWilRU5U6oHh0dyUtqQT7ZrPr7BvL4xc9+Lq+98mrRqw/a2IoBQPuYGU559j8Rx1WeHdSLb8iqGq9SwfeCxDUOfE8ltV1pSlJv933bhLrRj28IQp2r9ZSZsTHxuNPADBb0En7VyOcLMzPhjIKFAu8mHGdYJKaIXuyyznNlkuoAAABAy5kv04UWOPtkc1NeUgvy9ePHFUeFLL97/wN5SS3Is4ODoodYyJlkADC7Cr1WpPWQnuaK3ZJ0fENDt1WhtQpSEscijqrVUxYE3c9TgZ+UoJXmZgt0TlrLFxn1nm9qBlziGg4FqIqOk+VJnp1JqgMAAAAdYKqwClcV/eZXv5aX1II83d2tMCrEfbJ5X15SC/Llw4dFD6En9cwFgKiS6y3ohG39EsebZkkLTvbrrvwOQl1oUN1Imo3QeKW676mkCvVcLW2MeG/uMo//c9fLs6ZAyt/UGmZR4n7Cr1Yn9Z6vWPzxljiDoiVy3S4k1QEAAICOiLSDKTxl/523b5Jcr8E4mf7JZqGCwrGVINQLVcUEABbKJGxnSkbl957vqaQ+4W3gvIrb9POej20+KdjSRpWP6IWkhWF7KfsOE7bN+5563saFks2CtEkV4nkWg61L7g9Kphd/3LB8KGdNWnQ47kdVBwAAAACgXkGoV8wXjMJVUu+8fVNERP768Ufy5o0bVYU2c373/gdlqtLHNMl0dIx2HUBUBX11u2xY5spBqB/5nqomktkwkOTq3+umvckwb3/7OgWhPnF5/5rkbi++vcr1QlLayhT1etLGINRXM85zaG7j1RYkrMc985Na/OTtXV+Lgm1n1hK2Jc0caRSV6gAAAEAHRarWS02j/a3p/f279z+oKLLpd3p6Kr2f/LRsm5exqyTU0UFNtg54IaWfMtAYk5TMSgr2TPXy8zytRJrW0GKl/y0p/dtNsr1rJg0EbJn7faeRaBKYgou9hF8VabVTRTz9ig71y/iGsgMYVcRGUh0AACCD7ynle6oX+2m8FyWQJgj1hkmul1pw6suHD+UltSCvvfJqmcU1p9pXkdvo6Oio7OEemd7pwwpCAxqV1o+3gUTZ7ZqPD0xkqqxt2kTsmCRrUusK15qIKam6eGyrpbdLKlNhbVNhPx5YOdf/vQGJMxirnBmQ07lkeEF1fPcq/X5CUh0AACBbX0R2Yj8uPiQDmcwXptIVz6enp/KLn/1cXlIL8ptf/VpOT08riK67nh0cvKhK/2011fwnJpm+UsXBgJZJ6uFbpV7NxwesmNdw20TlcUcrs+uWq4VdQ0UtmbNwIrMEbfqCr1XcmiZT2rlMvK7E7zMns5xSlF5AlZ7qABCTNE2PKjKgOuYDsS7YTw9TpI7X21l/DQ9CrUXkgvnynjjlOo+vHz+Wr195LCIib1y7Jh9+/JHMzc2VPWzrPTs4kN++/0EdFfsL5j4CppVycM5SLbCAosxn2QuRlhsqY/ct31O6LZ9JGo7jroySqecWc/U9tWfbliQI9X5Cf3gna5IEoV4XkXXfU2syodjG99TzuhPbLU2oi5x/TlT1/a/y5HzGQsSpSKoDwHlJPdBcvxkBnRdP8vmeasMHPbhV6eut6WHZq/iYSV9SLrZ9UMj0mRyYqcdZ06+tRRPsLy8uyntrt+WNa9eqOHQrfPXwofzlT3+uqzL/alsSKUCF1iUhmeR7qlfH4z2tlUKRRAgq13MdgEvmM8GCiIjvqQ1Jn7GxI7P3vXIwfo76ntqX89XBS76n+iX6Y6vioZUXhHpTRDbNwMqhpLTV8T21Vdciob6n0ir+XbV8yfIk7xXMwEXc38oEUdXMEdq/AACAppyrmm1ySiRmQq/Kg6V94G57Qj0qCPW6GbwaVHncZwcH8ptf/VpeUgvyklqQd96+KU93d6s8Re2+evjwRZubcWuXGhLqq/RNx7QyyaQkdS3SV8kAIc5q82KaXTRpnRNHfbZd2Y8mkjMq0jvXXz3OtIW5KCJpf2O/jvP6ntqT5ET+5S59Xp0gqS+7TfudLPHnYaHKdyrVAQBA7XxPXXcdA6abqQyrWlL7FKspym1jvtSuTqigK+zp7q688/bZpHr/1i1549obcmV5uerT5fZ0d1cGn27J148fN3VKKtMxK04kIaHje2opbTHTIjJe42up/EzR1qRfr+T16+6DP5OCUF9MKR5Zk9Esj0Y4TuInVRNflORe6scyBVX8pkXNgoyq1s+o4XVxS5IX8Fyt8jwV0wWu04tvqGDAIP56Xui9hKQ6AGAqmb7dd0Tkukgr+snNummplHDKVE7fETPVlcf1GZUmBXxPqaTtLf6SYsVMwd6oqud6lsGnn8rg00/Pbb+yvGx+rlSWcP/P0ZEcHR3J092n8nR311XV/ImMKsO0i5MDjixIcoJsT6pNkCW+xhdtGVGw3USliyT6nppvSSVpL2FbVtJ3KBW853a9MtlSYnK1YUkzPB41HoURhPrE99SmJMRl2V9dS6zli++pe6bHeSsEodYJvd9FRt9LK/kcaT7H9RN+dbdEK50mOH/NS5qJWvTzPUl1AMDUoaVI+wShHqZ8uNTNRtJdPK7TVdUXMWYvYVuTFZG1ivRcVzJq1aCaOrfDpHddHgWhXnEdBOCCSZClVatbL0CYJeP9r8xr8h3J0RYrbaC1pCUZJahL8z21UaS3fEabs9TWCmmf6QpU4Sa9z06VjORqLr6ndoJQXy1wvbSTO/08E4R63Tz24q8bNv3VV+T8Y6fR6n9LQ6lprQFTPJZUGDEo8jrQsCVxOKhjxG+7wvHQUx0AADQl/sX6JAj1gpNIMG3qqLg+lyBqeeVPIUGodRDqBTPr4a7reDpmxfRLJ6GOmWb6CCdZMgtIF5axAN9JjtfkpESvyhlKHdXGvQqPVbRyPOn9s2glqfV9bZKCquB5ZlGvYGV/4uO2DTMkMl43Mvurpw3cmN7ibVf6dje3TdLfOqhrIdRpkvTYKvM5jqQ6AABoRBDqfZOAGv+0cUV6NGtY9gA21YN5v4imfDGb+oRzZHG1i+K+iqitNiOvYdxGwA/SkhI931OFEtImoZ74+p3zM0Riosk2rozEfh7DhG1Vty3LNaMtY3+bgoek5OC8zaKnGUnB8e8nHiPjuq1azLbimXS5HocZj9vcFe81Sotl0t+aVJW+ZHqMt0UvYdugguMm3TZdSqh7eXY2A3BVir/2lBroIKkOAACALosnRRK/aOU85rn9OzCdtjJBqE+CUK+QYH8hmkhv2/RyoBXMINMg5dfK99Rz2wSj76kNk/BNGxDNNSif0ZJEZVW3+p6anxCHiP37y2cp5+hbXt+KuZ3VhH3mMxLqQ8sq5rS2PjtZi9ObpHcVgxRpal2U0/dUP+fsi6Qkb+Hkp7l/ezb7SfLj9qRNi2ibWHJXnme0J+oXGQSzSdza3vZm38TkftkZAinP27Yn1Iexyyrn9ateeyF+/lItyuipDgAAgNbwPdWz/cKXMoVz0/dU4S/VKV+EBkWP13XmC+CLClTfUxtScXVlC52IyPo0tvsB6hSEetX0j+6n7LJlXmNPROS+nE229MTuteViwcTU3ZTjL5lE1b6I/M1s8yT5b1gRke3YNquETxDqQcr7y5bvqTsyuj32ZXQ7vJ6zf3a8p/2huR/Wo8lHmwWqbc87oVf4tvndIxH51mz7pSQPQFyVHG1jYtYlIYlu7s+BjAYy5s15b1c0Q3Irco4TEVlNmrVkPockVs1X8N6yY27fuzIa9D0x57xu4stqndK6WaJBqC+nJIuXfE9dT5sVFoT6Qsr15i3un3kZPcdvi0my+p5asZiBNr7tBzJ6fp15LTIDWnuSfB+UmvGYMRDWLzE4d7noAp05jF/XxnrJuyXLWMPhuYwGqPT4uJMKYJIGxMouLk9SHQAAAK48kXI9ZSudwmn04xtaXgHUKPOFZUPkxZfHO5KeQOuKExG5P0uzEYC6mMT6E8lO3s7L6LUj1wCdmT1TNK4N31O3JT3huCTZVeeDINSPSi46mbigq4ySemUqrPflh+Rx1L08g8wFbt+Lkl11ft38pF7fLHSb87QjEwbR+1L/e9O8/DCAYKvoWkIDOf/33BGRO7bnL/P8aUDaY2lbRLLiznoM5r1/7kjKzLyEAbG+jJLZtsc+KfMZo+zaFGkaSKiLjAYr62rLFL1fhhb792KXSw8ykVQHAAdMpd+7cnb60SMRudvEm5sZnb8j59/g9mWUWBjUHQPaK5Iouy5nv/wNReSzNj0+TGXGu3L2Q5KWUZwbDuJRMvpiHP0S2frnlXlNiicbTmT0Je5+2SqOGqnY5bTkd08sPmynVPpMvN6sMo+LVYnc7inPybZ5JKPH9dB1IMA0Mu93g6ye6DmdqbguKgj1xbx9x41K2iuUOL/NsS+bdhlF+g/rIgvHm4T4Zcnoj54ha8ZBnsfMqtSzWPk5FbTquVz085TFLJAsJ22sUI8yj6XE2SS+p56nDQiYx9CFil5rsp47/RLHreL275W8vjNpleY5bUrJxHxCWyBdxYK9JNUBoCIJH5LPvIGaRPbEag7zprOaNwFnRrB70W3xDyAW0z6X5Iepubk/YJs+c0nTqnJXRqR86biblCi1+YIyYZ/E49owvSHPVcnk/ZtTponaTEOMHyfp77SaKm3u937GLj0ZLThW9PGRFNvVIokts7iYSvm1klHlzh0ZJYYXIlNjexJ7jFZRuZP2ODCizyurL+ZJz+eU/VIf15P+LjMAkLVI27yMHpNr42ncQajTFqIraijnv0ApmyumTOEs2/v73Otjzin4M2+cTItuM4+16zKa/t9rKBQto8fX31hQFHDDJJHHi1KqAoeoJJkei+mC7XusUbTdTNb5bT63WrdCixz7ctpn8QyFPodFzrnve2pSxXrU0OJ9dUks1/IwbXVEGkism3O9KvmTezZ/s835V03iOc/Cv7m/S7iSNZvE99ReEOrU3tfmtUZJvtsmLuvz+YKkt3XJ0pnbv82CUK+b17asgY8nab8wj40z912RgcQkJNUBoD4vXrgtkpVxW76n7uR8sc9so1BgBF+ZD/18GMhQtn9zRNIH9HtSwQKBk74MmsV58lYZjR8fuQeAyijQz3leRI59T43jrHqxG6tBnYi+76m+6ym4BV6TREaDfksNzKZRlvv1YpeHZU7qJy/spsscEyOmMm/T/KSKLQDWS9lN5If7+qShqcsACjKfQRZEXnzeuC3p7z9DaWBG3DjBmTEgPpCEfsnmuqXfv01ivSejRLBK2OVu0US3ud6FlJlzY5tBhYsuR6qF52X0N8XPeSKjvynxPaDsbRqZGZHWx3xfSvazjpxrXcyC6Ckzj8eGMpoRVel3KPN+Or6t70nyc2kgKY9fy3MMJbvlStr1qhg4KFzRPb5tRKxmzQ1l9N15YDN7wOxz0Ry7J6PXsaTn1niW592qB+OqOlYb+J7ayFvQZgYNlYxaAsWT6/uS/Z05PthSyeuBCEl1AKhdiamYyvfUcRXT9UpONd2OJCRhySROByUPo3KecyNhc2bCKWshJUtbvqeqWHRpohLPJZFRnCclrp+o6HMraypr3czjpF/kum1JYCY91id8mftvi8MmVTelVkXhLN9T82W/QMaSSMOU3QB0lHkPOdMyyiWT5K20Ej7HuYdSvL+2zfG1RBaZbkIQW9i6adGEd0Pn2xCzxkjTzG3dmudS2yTNmqvw2EPhM0pe8TZNt6XAc8e8ruX6bO57Kr64tORN6Gf5r6oOBAA4zyR+kpJ4QxmNkA4nHGLeVNGUiSEt6XdXRK6an0lfKLZMdRGSDRK2WVdTZ93HKdWzaZLOmfrlxlRxJJ173DLlQvQn41hbOePMzSKhvimjKcwXZPSYTqpWOPehqmRMSc8tLaPn1kAmLJpp/iYX0h6bq7H7O347Vp5QLzHlPNfidlJwMKXKKqMZYDv1HwAAADMiofiq8pnDScyMjjMzCqouaqJSHQDqFU/8LKRNMctoz3JPClbRmL7TZ6S8kQxFZH1C3/c9KTAVsAkJvePPJTtrrgpel/OVvyrH9bPax9yTElU/GY+38RTduNR2P2b7hZQE96HU9PjwPXU94Xxj53qBRitIEtrF5E3GpunFLifN5lg1MWxL8hTRpbTq3qSq6yoe10mvCZLSH///s3c/SU5k2Z6AD69rpkEHvQFdTBNmL1hBiRUUrCAjVpCwgcCJDUCuANUK4K0A1axnxJsxkeFaAfEGsh7SAzlZkcL13+X/9H1mWGYqpHtPSAoSjh/97srzeBX1TeX8fdMX1xwUdtRE+Zrn5WQThH1TNgUEAED3bYiNPOiQ42LNtEv0zpFW+xqVf5LFpDpAPe6L6c983R2KmJfSr+942vy05Lb04N/vtjXgZvP8vrhP6XRm2cGAnHyatawZ+4s1nyTINzyk7OLJ812yH4uDgn75nnd8nx6itGFX/ExNNz2w+HjfSSM8ijomG77+MtZ/BLXun6m0esMufxiezfOdMidrUnaY6LFT9KlkzfzINc/Cg0NIAQDoidEwjYuhnqs1d0mjYfpRDGttszokdtKBjJKBmbuqD76O0FQHqMWuuegbmlvHnmh/v+nE9JI61tU7PrKOPvulqbdLdE9JI/rQ/9mXTbuXTrivHAb403SfKI4175Fj36e/KCYjyux81kDRcD1JZuquk+Kzeb4u81Ks0h7WxAztkic63rBm2Xvs6MO2zsiff2lZ83sLAAAdUvwd9eHwz2pM5PTB17ZGAJYMbp3s70DFmWFpZf+TDFlpqgOc3r6/gU+qLuDAw05LG/xrDsOkvLG3S9TIajP8j9U7bGgsPzRevWHD9O4v09FbDnlcp4686auS2yb7fjqgOLyqavs26hs7vKtHyiKtJkeueVWy5vTINc9CEVv20LiJOgAAqMZqTGjZp3KLvztOHzxmU5zpT29X9qn8k47Fp7f/Mth2yhhYTXWAEzsglqDq5t/kkAdtiD6oKpO6V9a8zrt8FO4v9yme99Vm7dUBJeUnuu9Db1dvqPKiy7rDcTdMfW9T6bT6vo36ddE6pnt/MS67cc1HS4/6/XJNZNGh76+zUnwSZ/U12ZiHDwBA6z0cmlg7nLcylLX1E9qzeZ49nHbfJXZ0X7N5freyx0nPhNNUBzit6b4PqDqf+4gGZITm0kmta6bu26xdEzNTusaa+x40Qb0ml+63Q9Zao2zi4eCfjxNNq1dh3OTmZQegttSX1RsqyEYsy2efHLlm7xUXOMp+Psc1lwIAQEVW/n46PfHZYZ2nqQ5wWv+qaqEmplk1l/b2y0WILZPbqw29tQ3CLfnsvzS3Nlz5/73kvsce8vhQqnCtccltbWmMd/UPmJOyG4tDhq7qLWVvaeW/NzXUp9sWW/N76kmy93toa3YmAACd82dM6IHxoGflb00XAED3jIZpLHP4V7N5PinJP38TEdmah6SVxz9sGOcrX38Xuzf8NjV80+oNHZpUbtOFnkMvRNxFg4eTzub59Ybm+Yfi/Ts58hMulRsN08fV2yr45EHZ2QJtuWjTWqNh+uUTAwAAcG5MqgNwiNR0AV23Li/8gZ2ae2vWaVVDlL9ofMJ9h2zBq2Jy/fuaHPMmrB5kdFQG45rva3rMmueguCDT2EUhAABqMW26gC7QVAfgEKnpAlpssnrDmgbe6kT7X5qEZfEta05I/+Xg2FMc+kK/FI31bQ3+i4j43vRkclmE0myebzsHYFv0Vlk+u4+4blD8PvZLBn3J/TTdAU5kNs+frx7C5/9f/VFykOPJD1qEn1aiEfeNsW18cKgJmuoAUKE1sRllB/qtNp52mS4va2iVNdphq9k8fxy7HVJ72XBE0OqFoyrOAEgr/51XsGbf7Zqj7vckAICeW4k9PcsIRZnqABxi2nQBHXMVD5rmZZPra05Wfx1/bcjvEsWxd/SLCZjzVXyq4VExXfw5NrzHRsP040Tvlft1+5YdJjqb5892WDNf94WyQ39n8/zJDmuerdEw7XMw6d9PVggAACcxm+fT0TD9/M9/xPpzwX66evDYySlqajuT6gDszSGlW22bpF2dXC+Na5nN818OJh0NU3rw71clj5lsra7DWpTx3SuzeX43m+ePi6b5dN39RsP0y+GeFdj087K6X77jmpvut/rzd5YfV91VMYW0z8/d+ESlAABQj41xfqNh+vbgP89ySj1CUx2AalURy9AHv0yLP2yGx4Or+uvuv8HDhuAveepn4JcpY6pVZLM+XvPlcY2llNllSn1fptTXKD7BcNV0HQAA1CL/+S+jYfpYdofi9lT8533ZINi50FQHYK2ySehN1kSYnJ3ZPC+7uLC2Ab7leVv9Q8rDvOK08rVdpgSmqzeUxWG0xF7P4zYt/j5bp3hPljbWT3AQZelBSGUHpO76e8y6T9OU/eXA71sbNXpILQAA9VmJRHwxGqbvP+MYR8N0VZyz9OLB/dcN4pwFTXWAnluZkN5X2cGYe0+jH1lDV6026q4iShu7pdEvP83m+c4fp9txSuBtyW1lB6m2QekE/xERMG39PltpQ7O5roMoV5v3VUyUr9b+vII1e6nhw2kBAGjGw0b5RUR8Lv5c+LA3MHUul6Y6wDn4tv0uv9rQCH95wHJlzflNe/eh+bmuGb46ab33waKjYXoxGqaDGpsbJnjHh6x3Smsm/iMOeE+38fvriGkTm5a9v2fzPD9yzV8m7J0PUW7Pg0nLHn9VUSkAANRoNs/vi4Z52cDWp9k8f1TERZ49TXWAM3Bgg6O0cXlgY2u86x2LKeTKYzoObUIfasOBoRcr99slemJ1rTcR8fvKbftk2U1LbjvFAZRVmJTcdlEcnriPtn5/bVf2qYBpxXuUrbca01LFH9xX19z7gtY5OOBg0jK/VVELAADNmM3z10UD/eGvQwbsektTHeA8fNgnB3nDlOIuja11kR27ZvMeNSG5wb5N2MqVXNyY7PK42TxffU4vY+VCxZ4xMaWvYxvjHkq+95+udmmsj4bpoo3fV1VquFjUiunuivZMK2tOKlizV4r301UFS40rWAMAAFpLUx3gfHxZd4L3Tw8akGVTive7NLY2NKouR8O0NrZjNEzZDs3P/71t/0LZ1PZFA5EEq3X8pQm8oWFch7Js9RgN0499n6fRMI1PfAjoszW3X62rt3gvf4vTXaRpi40/06uK5yvb8b61HFK5w+8rp/g5KX3/n7PiU0J7vZ8AAOBc/a3pAgCo1YuicX0XEX9ERF7c/o/YErmy58ne79eslx40zqfFP8dr1ngcvzZEd5q2n83z12uavB+K6eZJLA8SvYyI8akOWdlQxyE+xfoDIif7Ljab59lomP4R5c/pz+dpGhFvV5ueRT756nvmPvaLoNmn1rvRMF3H+k8b/Kx32zqPOj61PomSKeLie8oj4p8R8Z+xfE3z1U8kPDgn4c1omN4Uj3k9m+efKcP+twAAIABJREFUVu73KtYf6lp7fuIpJspn8zyres0e6PsFKAAAqIymOkD/PYuI1YnTy9gjDmXfpvOOzeTxhq89m83z+9Ew7bPtqvtYnwt8dczCFZnsef/rWNNUP3TifTbPnxXTyOsuVowjYrzj63BsBvNGs3k+Keo4NMZnn4tCrTSb59cbPkWQ4q+H4KaS+6xOIaeI+LjHz9ldA9Evp5gon5xgzU47xcWm0TBdbjhsGAAAOk38C0DPFU2NdfEZ29wfOsV9xPT3syoaMXtO1p/StOzGfRvhOx5ourfZPH8WETvnsTdpNs8nxftqn+diWhyqc5LnrwHHRKHsfK5CiU/Fe6VWp5gobzh2qXU2nKFxLIeVAgDQW5rqAGdgNs/vimZkvsfDnhzbmC72nOx495/Nz00N9fEB+zetygbep5LbJscuOpvn7/d8rVbdR0RtJ8HP5vnjHep9X7yfao8rOaUiCuWg57p4zsreQ5vcR8Tj2Tyv7fV9YHKCNacnWLOzRsP0OU73KZNTnrMAAACNakOzAYAKFDnXn1dvL2ssj4bpRUT8Hn9tUk8j4p+nyC/esucfq5nOJ9g7xTIj+mF8yn0sG4x/iCj4VRHf84/49ULGNJYXZ/7r1K/bKZTFXLTk4sve1vxM3cXytcl2eHzZa3wf//65nFZTKW1UHFj7Ztv9jtHVny0AANjGH3QBemKfpjqco6IJvZorftdErAk0ad3/L6rm/z8AAPSV+BcA4FyUTeX+s/YqoEGjYbqIGhrqxV7H5PgDAEBraaoDAOfilwbfbJ6/b6IQaELRUD/VwaRlHFYKAEAvaaoDAL03GqYPTdcALVBnQz3CYaUAAPSUpjoA0GtFBMVVyZfe1lwKNKbskF4AAOAwmuoAQOuNhunbIdPmxeGkX8q+Npvn2bF1QRdoqAMAQLU01QGALkgRcTUaph+jYfpeNMvXGg3Ti6KR+HHNXZ5VXSC00WiY6o58Wd1/488qAAB00d+aLgAAYJPRMKWVmy4i4uNouHrzzq5n8/zumJqgC0bD9C2WPy9N+j0iPjVcAwAAVEpTHQBou3XT5od4Ppvn0wrXg1YaDdOXWH7Co2njpgsAAICqiX8BAFptNs+fRUR+5DLT2Tx/pKHOOSga6pdN1wEAAH1lUh2gP+4jYtp0EXAKs3n+JOLPfOZ3sdsE7n1EvJ7N88npKoN2KQ70bVVDfTRMlyKXAADok0dNFwAAAByvaKhfNV1Hiclsnl83XQQAAFRF/AsAAHRcixvqEe2tCwAADqKpDgAAHdbyhjoAAPSOpjoAAHRUVxrqo2FKTdcAAABV0VQHAIAO6kpDvfCm6QIAAKAqDioFAICOGQ3Tl4i4bLqOfczmub97AADQCybVAQCgQ7rYUAcAgD7RVAcAgI4YDdP36GhDfTRM46ZrAACAKmiqAwBABxQN9Yum6zjCu6YLAACAKvyt6QIAAIDNRsP0o+kaKtDJCXsAAFhlUh0AAFqsJw11AADojf/VdAEAAMCvRsN08X8uLv5f03VU6f9cXPzP9/+5/79N1wEAAMcwqQ4AAC0zGqbLiPjedB0nIFcdAIDO01QHAIAWGQ1TFhFfmq4DAAAo96jpAgAAgKXRMH2J/h/o+Ww2z++aLgIAAA5lUh0AAFqgOJC07w31iIgPTRcAAADH+FvTBQAAwDkbDdNF9DM/fZ1zuHAAAECPmVQHAICGjIbpKs6roR4Rf15IAACATtJUBwCABhT56XVGodxFxKeIeBsRz2fz/FFE3Ne4/0MiYAAA6CzxLwAAUKMTxL1MY9kw/5+ImM7m+XSPxzY1Mf6ioX0BAOBomuoAAFCT0TC9ioh3O959GhH/iog8IvI9m+VVeRsRb06x8GiYLmbzvKlJeQAAONijpgsAAIBzMBqm77GcDJ/Gslk+jWWzPG+oniy2NMyLiJifUTVVHzD6aTbPX1a8JgAAnJymOgAAnKHRMP3Ydp+fTfXi/pcR8aXKGh6uDwAAXeGgUgAAoMzdw/+YzfO7ogmeV7XBaJhSVWsBAEBdNNUBAIAyb8tunM3zJxHxvKI9Pla0DgAA1MbHLQEA4Mzsk6e+ZZ2fOfEHEwEDAEDXmFQHAIDzs7GhvqvZPH8cEUcdNjoapnEVtQAAQF001QEAgFV32++yNJvnn4pp8/sD9xIBAwBAp2iqAwDAGRkN0y5xLaV56psUU+uv96/ouPgYAACom6Y6AACcl63RL7N5/umQhWfz/P0hGelFxjsAAHSCpjoAAJyXV6feoGis7zPtXknGOwAA1EFTHQAAeGhaxSKzeZ7tM7U+GqZUxb4AAHBqmuoAAHAmdmxc752nvknRWH+/w12/VLkvAACciqY6AACcj13y1KdVbzqb568j4vGWuzmwFACATtBUBwCA83HV1MazeX5fTK2vPQR1NEwfaiwJAAAOoqkOAAD8tLbhXZXZPH8Z66fWr069PwAAHEtTHQAAzkATeerrPJhan65+bTRMV3XUAAAAh9JUBwCA87BLnvpdHYU82O95RDxZuVkEDAAAraapDgAA5+Gq6QLKzOZ5Xkyt/9nQHw3TuLmKAABgM011AAAgooY89U1m8/xZRDwr/vNzk7UAAMAmmuoAANBzo2G63OFuteSpbzKb53c/p9Z3zIAHAIDaaaoDAED/tS5PfZNiav2i6ToAAKDMo6YLAAAATms0TD+23aeYEAcAALYwqQ4AAEyaLgAAALpCUx0AAHqsK3nqAADQFZrqAADQb++23WE2z/Ma6gAAgF7QVAcAgH4bN10AAAD0iaY6AACct0nTBQAAQJdoqgMAQE+Nhmm8w91en7oOAADoE011AADorzfb7jCb5/d1FAIAAH2hqQ4AAP01broAAADoG011AAA4X++bLgAAALpGUx0AAHpoNEwvdrjb25MXAgAAPaOpDgAA/SRPHQAATkBTHQAA+umy6QIAAKCPNNUBAOA8iX4BAIADPGq6AAAAoFpFnvrHTfeZzXN/FwAAgAOYVAcAgP7ZmqcOAAAcRlMdAAD6R546AACciKY6AACcH3nqAABwIDmKAADQI6NhuoqID5vuI08dAAAOZ1IdAAD6RZ46AACckKY6AAD0S9ry9fs6igAAgL7SVAcAgPMiTx0AAI6gqQ4AAD0xGqZX2+4zm+fv66gFAAD6SlMdAAD6Q546AACcmKY6AAD0x8WWr8tTBwCAI2mqAwDA+XjddAEAANB1muoAANADO+apT2ooBQAAek1THQAA+kGeOgAA1EBTHQAA+mFbnnpeRxEAANB3muoAAHAe3jZdAAAA9IGmOgAAdNxomLJt95GnDgAA1dBUBwCA7pOnDgAANdFUBwCA/rtrugAAAOgLTXUAAOg/eeoAAFARTXUAAOiwHfPUP9VQCgAAnAVNdQAA6DZ56gAAUCNNdQAA6Dd56gAAUCFNdQAA6KjRMF3scDd56gAAUCFNdQAA6K6t0S/y1AEAoFqa6gAA0F2vmi4AAADOjaY6AAD017TpAgAAoG801QEAoINGw5R2uJs8dQAAqJimOgAAdNMueerTGuoAAICz8remCwAAAA5y1XQBwHkrPjFztXJzPpvnk9qLAYAaaaoDAEA/fWq6AKD33kXEi5XbXjZRCADUSVMdAAA6po156qNhuoyIy4hIEfH34ubLiLh4cLdp8c9/RcRkNs/zivZ+FREXs3meVbHeORgN01UsX6vKXgfO0mpDPWbz3AU9AHrvUdMFAAAA+xkN04fYEv8ym+e1/Fl/NEw/Kljm+pC4iKIx/KGKtc7FaJguIuL7ys13s3n+rIl66Layn/+6fu8BgCY5qBQAALrnqukCKvZhNEw/imn3vR63423822pDPSLismi2AwCwA011AADon67GL3wppvCp36umC+AwO8ZBnWLfccnNXf29BwD2IlMdAAA6ZMdp7lrz1Eu8j4j/ioiYzfPpzxuLJtw4It5seOzVaJhiNs+vT1gfv7prugB2NxqmLP76c9RE5MrvJbf9UXsVANAAWWcAANAho2H6GCWHAz5UZ6bxMZnKW76Xx7N5fr/v3vvsf47WPeees+5oS455W+oAgCaIfwEAgG7Z2FDvktk8fxkR6w7I/LbD4x9FRP7gplxTb7PiOZ+s3Py4gVIAADpL/AsAAPTLpOkC9jGb53ejYZrGMhbmoZ0OzpzN8ydV19R3RbSOeB0AgAOZVAcAgI7oSJ763mbz/HnTNQC7Gw1T2SdmJnXXAQBN0VQHAIDueLftDrN5ntdQRy2Kg02B9ik7pPSftVcBAA3RVAcAgO4YN10AQJT8XjSb59P6ywCAZshUBwCA/pg0XUCVtjXpijic1ez1+9k8v9tnnyLK4vdYf9FiGhGv9113w34XEfEh1h86+342z19XsdeavX+JEdrhuR6v3FT6PBevyYeyPSLi7WyeZ7vWWrLuX17rdTWPhukqIt5ERCr58qdYvpb5gXWMV287pJm85r2bl9W1yyc2ttyndN06jIbpVZR/wuZTRFzP5vl9zSUBQCU01QEAoAN2jEI5SSO2xd7Fr43waURszWgvGukfd9xnHBFfRsMUsWzIvt+1wJU9LyLi+w53fVU0IyMinlc8AXwZEZ9Lbn+05XEbH7Pj8/lmNExvImJ6QI7+bxHxauW2v9Q8GqYPEXG1ZZ0XEfGieC2fHNBsPuS5K1P23n0bEdmOe+5zn3XrnsxomD7H5k/W/HwdcocNA9BF4l8AAKAb3my7Q1enPosG3Kr8hPv9iN0b6qvejYZpl8b46p5XsVtDfdU/DnhMrUbD9CX2ez7HxWuwj//ZUsOP2N5QX/WtaMSzhzWHlL4vvnZRvBbjHZdLB7wXAKBxmuoAANAN46YLOIUiBmO8envLp1cvRsP0bdc7F58yOKh5e6oYmKoUFxjKol52eWwlzdQj17kqLgqwu9JDSouf5UMuHK27sAYAraWpDgAA/XBQJEmTioiTsobmqRvJk9X9ZvP8UdmviLhes0baMZInYn00x7OS/Z7HCaf0qzQapndRkmkfy7iR5xHxMpbZ2ZvWOPQTAzEapnUT73exjM15+JxuysO/HA1TdmgdNZiu/NrlPg9/5RXXMy65LY9ff5bvYhmx8/N1eBbL98euawJAa8lUBwCAllsTt7Dq7ckLqUgRhbJucntyaGb5rmbz/Lp4Tp9si8yZzfNJREzWNG8/x5Y87QfZ6Kvrlj6uyE9/sumxLfKwvvvZPH9ccp9PERvzznd5b0csm8OrEUirDfm72Tx/tvrA4jl9VtTxLcoPMH0TNeeO72o1f77svXhARn3VHk6ol74XioNtH697L4yG6eNsnr88XYkAUB2T6gAA0H6dylMfDdOPTb9ifUP92Wyer5sMr9Rsnj/e5zlb1wQvDh/d5F3JbWXN57I9u/Lpg7s1DfU/Fa/rpOxrxcT7IR4+95OyhnpJHU9izdT6IVn5/GLX90KZXS+wAEDjNNUBAKD9Dsqs7pC3RUTEpoiONshLbtu7IdymCyBV2KWZXdxvXTP12In8u30uxhT1lr0G2y6QnL0tn5op/aTAGm0+MwEAttJUBwCA7utM9MsabzpyUGFZ1vtV3UW0zL7N0crfq3s0ch8+pnSa+piM9zNRdkhpROz3OszmeV5JNQDQEE11AABosV3y1GfzPKuhlFMbF/Ewh0aBnNxsnm88dHNXHchK39m+zdETvFcnRzw2L7lNBMlm4zW37xRptM0eh/8CQKM01QEAoN1a22Rep4hyKf0VES9jTaZ14VXPsq3Lvtd3PWkeTqtaaDRM6ZDHHZnB71DMauR9izQCgG3+1nQBAADARqnpAqpUTHt/iogYDdNVlB9aejEapu/bDjw8hdEwXcZyWvkfUU2W/fOIKLtI8Hk0TPcR8aTDDcl/VbhWivLJ8ZOZzfO70TD9cvtomC46/JrUrjj8FQDOikl1AADots7mqc/m+aSYXi89NLKumJTRML0qomd+RMSXiHgTFR0OWzRn18XGXETE92Lvqyr2oxJ9Pxj4IHW8R2fzfHrqPQCgCprqAADQUrs0sfqQp75hIv2k0TejYfpQNNJPus9snm+LvImI+ND2TPkzMm66gJb6reS297VXAQAtoKkOAADt9abpAmpUGiGxy0Gthyia6Vc73n364NdBZvP8Wez2qYKfU/OmpWmb8eoNs3n+uoE6AKBxMtUBAKC90pav9yb3eTbP87J864j4PdbHpxykaKiv83o2z9dO32557EbFpwqy0TB9ju3T0F9Gw3Q9m+eTQ/eDtloT7bTt0xwA0Bom1QEAoLs6m6e+RtlFgnGVG2xoir+czfNHmxrqVZnN8+dFlvy2Kd8PJtYbMW26gDNQFnN0XXsVAHAgTXUAAGihXQ7prKMBXLOTTqpuyKh/PJvnlU7D72I2z98XzfXS6JvCl7rq4U8mples+dmp9GdmNs897wB0hqY6AAC00znlqdflQ8ltk9k8bzRGZzbP86K5XtpUNK1er5reD+Ma9qhS2SGlfxyyUBF/tGp6yFoA0BRNdQAAaKeLLV/vTZ76A+O6N5zN89ZEThSHmZYpi8rgSLt8GoQ/jVdvmM3zaYVrPT9wLQBohKY6AAB007Y87r6YNF1Azcpe13HdRXTFhkifXZRdrNg7gmQ0TOMjajgro2H6XnLztO46AOBYmuoAANAyO+apT2oopTajYfq45kutuXgwGqay+JiqyZXez0GvyYZG+CET03vVsOG9frDRMG37ZEvjRsP0Lko+gWNKHYAu0lQHAID2Oas89SIz/EXZ15rOO19xVcMeZfnp0xr27awDL3aU5Xrv8n7LS25Lu246GqYUa97rR7o6wZqVKT5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"text/plain": [ "" ] }, "execution_count": 2, "metadata": { "image/png": { "width": 500 } }, "output_type": "execute_result" } ], "source": [ "Image(filename=\"LIF-neuron-full.png\", width=500)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", " Diagram of a simple spiking neuron. Inputs and outputs are series of event pulses called \"spikes\". The neuron implements temporal dynamics when integrating the input spikes, and when updating its internal state.\n", "
\n", "
\n", "\n", "### Internal state — \"membrane potential\"\n", "One of the simplest models of spiking neurons is the Leaky Integrate and Fire (LIF) neuron model, where the state of the neuron, known as the *membrane potential* $V_m(t)$, depends on its previous state in addition to its inputs. The dynamics of this state can be described as follows:\n", "\n", "$$\\tau_m \\cdot d{V_m}/dt = - V_m(t) + I_s(t) + I_b$$\n", "\n", "where $\\tau_m$ is the membrane time constant, which determines how much the neuron depends on its previous states and inputs and therefore defines the neuron's memory; and $I_b$ is a constant bias.\n", "\n", "The linear equation above describes the dynamics of a system with \"leaky\" dynamics ie over time, the membrane potential $V$ slowly \"leaks\" to $0$. This is why the neuron model is referred to as a **Leaky Integrate and Fire Neuron model**.\n", "\n", "Note that there is an explicit notion of time, which does not occur in the standard artificial neuron model above." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Synaptic inputs\n", "Spiking input is integrated onto the membrane of the neuron via a synaptic current $I_s(t)$, which has its own dynamics:\n", "\n", "$\\tau_s \\cdot d{I}_s/dt + I_s(t) = \\sum_i w_i \\cdot \\sum_j \\delta(t-t_j^{i})$\n", "\n", "where $\\sum_j \\delta(t-t_j^i)$ is a stream of spikes from presynaptic neuron $i$ occurring at times $t_j^i$. The values $w_i$ represent the corresponding weights. The synaptic currents decay towards zero under the synaptic time constant $\\tau_s$." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's simulate the synapse and membrane dynamics with a random spike train input, and see how they evolve. First we will generate a random (\"Poisson\") spike train, by thresholding random noise." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# - Import some useful packages\n", "import numpy as np\n", "\n", "import sys\n", "!{sys.executable} -m pip install --quiet matplotlib\n", "import matplotlib.pyplot as plt\n", "\n", "%matplotlib inline\n", "plt.rcParams[\"figure.figsize\"] = [12, 4]\n", "plt.rcParams[\"figure.dpi\"] = 300" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# - Generate a random spike train\n", "T = 100\n", "spike_prob = 0.1\n", "spikes = (\n", " np.random.rand(\n", " T,\n", " )\n", " < spike_prob\n", ")\n", "\n", "# - Plot the spike train\n", "plt.figure()\n", "plt.stem(spikes, use_line_collection=True)\n", "plt.xlabel(\"Time (ms)\")\n", "plt.title(\"Random spikes\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Below we implement the synaptic and membrane dynamics by iterating over time, and computing the synapse and membrane values in the simplest possible way. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# - A simple Euler solver for the synapse and membrane. One time step is 1 ms\n", "\n", "tau_m = 10 # ms\n", "tau_s = 10 # ms\n", "V_m = 0 # Initial membrane potential\n", "I_s = 0 # Initial synaptic current\n", "I_bias = 0 # Bias current\n", "\n", "V_m_t = []\n", "I_s_t = []\n", "\n", "# - Loop over time and solve the synapse and membrane dynamics\n", "for t in range(T):\n", " # Take account of input spikes\n", " I_s = I_s + spikes[t]\n", "\n", " # Integrate synapse dynamics\n", " dI_s = -I_s / tau_s\n", " I_s = I_s + dI_s\n", "\n", " # Integrate membrane dynamics\n", " dV_m = (-V_m + I_s + I_bias) / tau_m\n", " V_m = V_m + dV_m\n", "\n", " # Save data\n", " V_m_t.append(V_m)\n", " I_s_t.append(I_s)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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9r7jiCrdjncWvWrXKo/6lQXh4uK699lrNnTtXUsbK9pdddplGjBihoUOHqnv37ipXrpxX5mrfvr0CAtz/77lt27YqV66cEhMTJUkbN25UcnKygoKCvJJPdp999pnuvPNOJSdnFL8YY/TSSy/pqaeecnuM7IX4QUFBCg4O1r59+zzKo0qVKtq/f7+kjNXlHfnyeAEAAAAlwb5f9+m3F3/TvsX78lxpLr8qN6qsBt0bqH73+qpycRWdOXhGMVExio2KVWxUrGKiYhSzL0apCYV7pbjoLdH68YEfteAfC9RmZBt1uLeDarauWahzAgAAAABKv6S4JP34tx+1YfKGPGPDG4Zr8NTBqtfZ/b//lmXGGNXvUl/1u9TXNf+5Rus/Xa/V769WzN6YXPulJqZq/hPztXn6Zg34eIAuanuRbxIGAACAT1HoDpQxwzrW19QV+/Pd/+aO/DJeGNxZCTu7wMDAHNspKSlu923atKlHczVp0iTHtierx5cm//3vf7VixQqdOHFCkpSYmKiPP/5YH3/8sYKDg9WhQwdFRkaqW7du6tatm6pUqZKveTw9PgEBAYqIiMhasTwtLU0nT55UrVq18jW/K5999pn27NmTtV2+fHlNmTJFQ4YMcXuM9PR0HT58OGs7OTlZF198cYHyOnXqlNN2Xx0vAAAAoDhLiU/R/P+brz/e/sPrY9doVUP1u9dXg24NVL9bfYXWyfuL8dZaxZ+Izyp8z/p331/biTGJXskv+WyyVk9YrdUTVqt+t/rqeF9HtRjcwu2V4QAAAAAAOO/gyoP6dsS3Or37dJ6xbW5to+v+d52CQ4N9kFnpE1I9RF2e6KLOj3XW7nm7teiZRTq8+nCufY6sOaKPOnykLv/oou7/7K4ArlIPAABQqvDuDihjWtUJ02X1w7UuH6u6t6sfrlZ1wryfFOTn5+ezuUJDPVuVPyws5zF3VVhc2l188cVauXKl7rzzTi1atCjHvqSkJC1btkzLli3Tm2++KX9/f/Xq1Uv33HOPBg8eLGOM2/N4enwk58fI24Xu2YvcJen666/XjTfe6NEYp0+fVnq6dy8dGBcX57TdV8cLAAAAKK4OrjyoWbfN0skdJws8lvE3qtWulhp0b6AG3RuoXpd6qlC1gufjGKOQ6iEKqR6i2h1qO41JOpP0VxH8vpgLVoU/d+ycx/PuX7Jf+5fsV0iNELW7q53a391eYfX5fAMAAAAAkLv0tHQt/ddSLX5ucZ5XSAsODdb1E65X6+GtfZRd6Wb8jBr3baxGvRtpxX9XaNEzi5Sa6Poqcemp6Vry0hJtnbFVAz4eoHqdWMAPAACgtKDQHSiDnh/QUje9/7uSUt0vOA0O8NO4AS0LMSv4iqdFvI7xZbkIuFGjRlq4cKFWrFihqVOnat68edq5c+cFcWlpaZo/f77mz5+vyMhITZs2TQ0aNHBrDm88voVxjK688kqtXLlS585lFJV88803uv322/XJJ58oIMC9txPJyclezys3vjheAAAAQHGTlpymX1/8VUtfWSqbnvsf4V3xD/ZX3ci6qt+tfkZhe6d6CqoY5OVMnQsODVbN1jVVs3VNp/tTElIUGxWrHd/v0OoJq91aTe+8c8fPacnLS7T01aVq2r+pOt7XUY16N5LxK7u/5wIAAAAAnIvdH6tvb/1W+5fkfbX0el3qafDUwQqPCC/8xMoYvwA/dX6ss5oPaq45d85R1K9Rucaf2HpCn3T5RFc8eIWufOlKn32eAQAAgMJDoTtQBrWpG673RrTTfZ+vdavYPTjAT++NaKc2dcMLPzkUutjYWI/iY2JicmxXrlzZi9n8JS0trVDGLQyRkZGKjIyUJB0/flwrVqzQ0qVLtWjRIq1Zs0bW/lVMsmLFCl155ZVas2aNwsPD8xzb0+PjrE9hHKNu3brppZde0vXXX6/TpzMKST777DPFxsZq+vTpKleuXJ5jVK1aNcd206ZNtX37dq/n6qgwjxcAAABQnBzfdFwzb5upo+uOetQvqFKQ6nepr/rd66tBtwaq3bF2sb3Md2D5QFVrXk3VmldTp4c7afcvu7X6vdXaMXeH24X9Nt1q++zt2j57u6o0rqIO93bQpaMuVfkq5Qs5ewAAAABASbBp+ibNHTtXSbFJucYZf6Mez/ZQt6e6yS/Ad1fwLouqNK6i2xferrUT12reY/OUHJfLAltWWvnWSm2fvV39Puyni/tc7LtEAQAA4HW80wbKqKta1NTX93RSu/rhuca1qx+ur+/ppKtaOF9JDSXPjh07PIp3XAG7Ro0aTuMcV/VOTXV96ThnzhdPlzQ1atTQgAED9Prrr2vVqlU6cOCAnn76aQUHB2fF7NmzR+PHj3drPE+PT2pqqvbt25e17e/vrypVqng0hrs6deqkX3/9VbVq1cpqmzNnjq699lrFxcXl2T8oKChHEf7evXuVkpJSKLm64u3jBQAAABQH6WnpWj5+uT5s/6FbRe4VqlVQi8EtdM1/rtHda+7Wk6ee1IgfR6jb/3VT/a71i22RuyPjZ9T4msYaNnuYHtzzoLo+1VUVqlfwaIxTu05p3qPz9O86/9bsMbN1ePXhQsoWAAAAAFDcJcUladaoWZoxbEaeRe7hDcM1eslo9Xi2B0XuPmL8jNrf3V73b7lfTfs1zTM+Zl+Mpl49VbPHzFbC6QQfZAgAAIDCwLttoAxrUzdc397XRXP/1lUjIxuofYPKan5RJbVvUFkjIxto7t+66tv7urCSeymzYsUKj+JXrlyZY7tjx45O40JDQ3NsO64En5v9+/fr3LlzbscbU3wvK1+nTh299NJL+uyzz3K0z5w5063+a9as8ehLAhs2bFBiYmLWdps2bXIUbXtb69attXTpUjVq1CirbfHixerVq5dOnDiRZ//OnTtn3U5JSdHixYsLI023FfR4AQAAAEXt9J7Tmtxrsn55/BelJed+paxKdSpp+A/D9djxxzR0xlBF/j1StdrVKhV/kA9vEK6rXr5KDx94WIM/H6x6Xep51D81MVXrP12vjzp+pI8u/0jrJ61XSoJvv5gLAAAAACg6B1ce1AeXfaANkzfkGdtmZBvds/4e1evk2e+e8I7QuqEaNmeYBn8xWBWq5f2F9/Wfrtd7l7ynrd9u9UF2AAAA8LaS/1csAAXWqk6YXhzUSjPu7ayf/t5dM+7trBcHtVKrOmFFnRoKwbx583Ty5Em347/44osc2127dnUa57jS+5YtW9yeY+7cuW7HSrqgkDspKfcVFYrCkCFDFBb213No7969bvU7ffq0fvrpJ7fncff4eFOjRo20dOlStWrVKqttzZo16tatmw4cOJBr32uuuSbH9kcffVQoOXoqv8cLAAAAKCrWWq35cI0mtJmg/Uv25xnfekRr3fvnvWpybZNi/eXhggoIDlDr4a01ZukYjV0/Vu3HtldgSKBHYxxedVizR8/Wv+v8W/Mem6dTu08VUrYAAAAAgKJmrdWSV5boky6f6PTu3K9AHRwarMFfDNYNU25QcGjhLTyFvBlj1PqW1rpvy31qPbx1nvFnj57VVzd+pa+GfKWzR8/6IEMAAAB4C4XuAFDGJCcn66WXXnIrdubMmVq7dm3WdrVq1XT99dc7jb3oootUq1atrO1ly5bp1Km8iwHi4+P15ptvupXPeeHh4Tm2jxw54lF/XzDGyM/vr/9mPVllfdy4cUpPT88z7uDBg/rwww9ztN1+++3uJ1kAtWrV0m+//abIyMistm3btqlr167asWOHy34jR47Mcfy+/vprLViwoDBTdUtBjhcAAADga3FH4vTF9V9o7ti5SjmX+6rj5auW101f36TBUwerfOXyPsqweLio7UXq934/PXLoEV37zrWq1qKaR/0TTyfq9zd/17vN3tW8x+cpJZ4V3gEAAACgtJn32DwtfHqhbJrNNa5el3q6Z8M9an1L3kXV8J2Q6iEa/Plg3fLdLapUp1Ke8VtnbNX/Lvmf1k9eL2tzP+YAAAAoHih0B4Ay6J133tHs2bNzjdm1a5fuu+++HG1jx47NtQD4qquuyrqdnJysF154Idc5UlNTNWbMGO3Zs8eNrP/SokWLHNvz5s3zqL+nFi9e7HEx9ty5c3X69F+rPjjmnJs1a9boySefzDUmISFBw4cP19mzf6040KVLF7Vv396jPAuicuXKmj9/vq6++uqstv3796tr165at26d0z7h4eF6/PHHc7QNGTJES5cu9WjutLQ0ffvtt06/TOHr4wUAAAD40qbpmzSh1QTt+nFXnrFN+zfVfZvu0yVDLvFBZsVXubByuvyBy3Xf5vt0+6LbdclNl8gvwP2PRW2a1e/jf9eENhO0dxFXfwIAAACA0mLj1I1a8e8VucYYf6OeL/TUqMWjFB4R7pvE4LGm/Zrq/i33q/09ef+tNPF0omaPmq3P+36umH0xhZ8cAAAACoRCdwAoYypXrqy0tDQNHTpUL7/8ss6dO5djf1pamr766it17dpVR48ezWpv3LixnnrqqVzHvuuuu3Jsv/XWW3rqqaeUkJBwQewff/yhXr16afr06QoKClKFChXcvg8dOnRQxYoVs7anTZumv/3tb1q4cKF27Nihffv25fgpqPXr16t379665JJLNG7cOK1bt05paWlOY5OSkvThhx9q+PDhOdrdXWm9cuXKkqTx48drxIgROnTo0AUxq1atUrdu3bRkyZKstqCgIL3//vvu3iWvCQkJ0XfffachQ4ZktUVHR6tnz5767bffnPZ54oknchTHx8TEqGfPnrr//vu1fft2l3OlpKRo+fLlevLJJ3XxxRfrxhtv1JkzZy6I8+XxAgAAAHwl4VSCZtwyQzOGzVDCqQt/x8ouqFKQBnw8QMNmD1PFiyrmGluWGGMU0TNCN311k/4e9Xf1fL6nKtXOe7W3807vPq0pV07RnLvmKDEmsfASBQAAAAAUuiPrjui7u77LNSa8YbhGLxmtHs/08OgL0ygawaHB6jehn25ffLuqNK6SZ/zuebv1Xqv3tPKdlbLprO4OAABQXAUUdQIAAN/617/+pSeeeEKxsbH65z//qVdeeUWRkZGqWbOmYmNjtWbNGh07dixHn9DQUH3xxRd5FqN3795dN910k77++uustldffVXvvvuuOnXqpOrVq+vMmTPauHGjoqKismLeeecdvfLKKznachMSEqKxY8fqzTfflCRZa/Xuu+/q3XffdRrvrcvObd26Vc8//7yef/55VahQQa1atVLNmjUVFhamlJQUHTx4UOvWrVN8fHyOfj169LjgSwCujB07Vj/99JPWr1+vL774QtOmTVPHjh3VoEEDJScna+vWrU6Lwd9++221atXKK/fTU0FBQZo+fbrGjh2riRMnSpLOnDmjvn376quvvlK/fv1yxAcEBOirr77Sddddp+XLl0vK+ILFe++9p/fee0916tRRq1atVKVKFaWnp+vMmTM6ePCgtm3bppSUFLfz8sXxAgAAAHxh5487NeeOOTp75GyesQ16NNCgSYNYZS4PlWpXUo9ne6jr/3XV9jnbtfq91dq70L3V2tdNXKed3+/U9ROuV/OBzQs5UwAAAACAtyWcStBXg79SamKqy5g2I9vounevU3Co66tdo3iK6BGhezbeo8XjFuv38b/nWsSeci5FPz34kzZP26z+E/ureovqPswUAAAA7qDQHQDKmKZNm2ru3Lnq37+/YmJiFB8fr4ULF7qMr169uubMmaOOHTu6Nf6HH36oQ4cOZRUwS1JcXJzmzZt3Qay/v7/eeust3X333XrllVc8uh8vv/yydu7cqTlz5njUz1vi4+P1xx9/5Bk3aNAgTZ06VX5+7q3yEBwcrB9++EHXXHON/vzzT6Wnp2vlypVauXKl0/jAwEC9/fbbGjt2rEf5e5ufn58++ugjValSRa+//rokKSEhQTfccIMmTZqkESNG5IgPCwvT4sWL9Y9//ENvvfVWjhXXDx065HQle0cVKlRQcLB7Hy4W1vECAAAAClPy2WT9/OjPWvvh2jxj/YP9ddWrVynyoUgZP+OD7EoH/0B/XXLjJbrkxksUvTVaq99frQ2TNijpTFKu/c4eOavpg6ar5dCW6vt2X1Wsycr5AAAAAFASpKela8bwGYrZF+N0v/EzGjR5kNrc2sa3icGrAssHqs9rfdTyppaac8ccHdt4LNf4A8sP6INLP1CP53qoyxNdWMEfAACgGOGdGQCUQV27dtXGjRs1atQoVazo/I/xFStW1NixY7Vt2zZFRka6PXZ4eLgWLFig559/XuHh4U5jAgIC1K9fP61cuVL3339/fu6CgoODNXv2bM2fP19333232rdvr6pVqyooKChf4+Vm9OjR+vzzzzVixAjVq1cvz/iAgAD17dtXP/zwg2bOnKmQkBCP5qtVq5ZWrFihZ599VnXq1HEa4+/vr759+2r9+vW65557PBq/ML322mv617/+lbWdmpqqkSNH6n//+98FsYGBgXrzzTe1Y8cO3XvvvapZs2ae41etWlWDBw/WpEmTdOzYMdWqVeuCGF8fLwAAAKAw7F+6X++3fd+tIvda7Wtp7Nqx6vRwJ4rcC6B6i+q69q1r9cjhR9Tvg36qeFHexeubv9qs/7X4nzZM2eC1q4kBAAAAAArP4ucWa/fPu13u7/1ab4rcS5HaHWrrrtV3qdeLveQf5J9rbFpymhY+vVBf9PtCiTGJPsoQAAAAeTH8AQaliTGmpaRN57c3bdqkli1b5nu81NRU7dy5M0dbkyZNFBDAxRBQcowbN07PP/981vaiRYvUs2fPrO1z585p6dKlOnDggKKjo1W5cmU1aNBAPXv2VPny5Qs0d0pKilasWKEtW7bo1KlTqlSpkurWratOnTq5VdRcXB05ckRbt27Vvn37dOrUKSUkJKh8+fIKDw9Xs2bN1LZtW4WGhro11uLFi9WrV6+s7eeee07jxo3L2k5PT9fvv/+uPXv26PDhwypXrpzq1Kmj7t27q0aNGt6+a0Vu69at2rhxo06ePKmYmBgFBAQoNDRU9erVU/PmzdWoUSMZ41nhjjePF1Aa8X4HAIDiJTUxVYueXaTl45dLeXxsZ/yNuj/TXd2e6ib/wNz/WAvPJZxO0C+P/6J1H69zK/7iay5Wvw/6KbxBeOEmBgAAAADIl22ztmn6DdNd7m85tKVunHajx3+LQskQvSVac+6co4O/H8wztlrzarrlu1tUpXEVH2QGAABQvG3evFmtWrXK3tTKWrvZV/NTvQIAZVxISIiuueaaQhk7MDBQ3bp1U7du3Qpl/KJSq1YtpyuJFwY/Pz916dJFXbp08cl8Ra1FixZq0aKFV8f05fECAAAACuLo+qOaOXKmjm86nmdstRbVdMOUG1S7Q20fZFY2la9cXgMmDlCrW1pp7t1zdXrP6Vzjd/+8W++1fE9XvXqVLr//clbXBwAAAIBi5MT2E5p520yX+6u3rK4BHw+gyL0Uq35JdY1eMlqr/rdKC/5vgVLiU1zGnth2QhOvmKihM4YqomeE75IEAADABfyKOgEAAAAAAACgLEtPTddvL/+mjzp+lHeRu5EiH47U3WvupsjdRxpd1Uj3/nmvOj3aKc/i9ZRzKfrpwZ/0abdPFb012kcZAgAAAABykxSXpOk3TFdyXLLT/cGhwbp55s0Kqhjk48zga37+frriwSt076Z71ahPo1xjE04l6LM+n2ntxLU+yg4AAADOUOgOAAAAAAAAFJET20/ok66faNE/Fyk9NT3X2LAGYbp94e265t/XKLB8oI8yhCQFVgjU1eOv1h2/36EarWrkGX9g+QF9cOkH+u2l35SWkuaDDAEAAAAAzlhrNXvUbJ3YesJlzA1Tb1DVJlV9mBWKWuWGlXXrz7dq4KcDFRwW7DIuPTVd3931nX5+5Gelp+X+uQ0AAAAKB4XuAAAAAAAAQBHY/t12fXDZBzq08lCesZeOuVT3bryXy2UXsTqX19Hda+5Wzxd6yi8w949W05LTtOiZRfqow0c6vPqwjzIEAAAAAGS37PVl2vrtVpf7uz/bXc36N/NhRigujDG6dNSlumvVXaraNPcvOqz4zwpNGzBNSWeSfJQdAAAAzqPQHQAAAAAAAPCxw6sP65uh3yg1ITXXuJCaIRo2Z5gGfjxQwaGuVxiD7/gH+avHMz00dt1Y1Y2sm2f8sY3HNPGKiZr3+DylxKf4IEMAAAAAgCTt/mW3Fj610OX+Jtc1Uc/nevouIRRLVZtU1R0r7lCj3o1yjdv5w0593Oljnd5z2keZAQAAQKLQHQAAAAAAAPCps0fPatqgaUpNzL3IvcWNLXTfpvtYWa6YqtGyhkYvHa2+b/VVYIXAXGNtutXv43/XhDYTtHfRXh9lCAAAAABlV8y+GM24ZYZsunW6v/LFlXXD1Btk/IyPM0NxVL5yeQ3/Ybg63t8x17joLdGaeMVERS2J8lFmAAAAoNAdAAAAAAAA8JHUpFRNHzxdcYfiXMaUCy+nG6beoJu+vkkVqlXwYXbwlJ+/n6548Ardt/k+NeqT+8pvknR692lNuXKKvrv7OyXGJPogQwAAAAAoe1ISUvTVjV8p4WSC0/2BFQJ187c3q3zl8j7ODMWZf6C/rnv3Ol377rUy/q6/ABF/Il5TrpqidZ+u82F2AAAAZReF7gAAAAAAAIAPWGv1/X3f6+DvB13GNOrTSPf+ea/ajGgjY1hVrqQIjwjXrT/fqoGTBqpc5XJ5xq/9aK3ea/mets/Z7oPsAAAAAKDssNbq+3u/15G1R1zG9J/YXzXb1PRhVihJLr//co34cYTKhbv+/T49JV1zxszRvMfnKT0t3YfZAQAAlD3GWueXaQJKImNMS0mbzm9v2rRJLVu2zPd4qamp2rlzZ462Jk2aKCAgIN9jAgAAFCe83wEAwHdWvrNSPz34k8v9rUe01g2f3UCBewl39uhZ/fi3H7Xlmy1uxbcc2lJ93+6rijUrFnJmAAAAAFD6rXpvlX64/weX+yMfjtQ1/77GhxmhpDqx/YS+7P+lTu08lWtc035NNfiLwQquFOyjzAAAAHxr8+bNatWqVfamVtbazb6anxXdAQAAAAAAgEK2Z8Ee/fzwzy731+5QW/0/6k+ReylQ8aKKuunrmzT026GqeFHexeubv9qs9y55TxunbhSLkgAAAABA/h1YfkA/PeT6C+YNejRQ79d6+zAjlGTVmlXTnSvuVMMrG+Yat2PuDn3S+RPF7IvxTWIAAABlDIXuAAAAAAAAQCE6vee0vhn6jWya8yLmihdV1M2zblZg+UAfZ4bC1OKGFrpvy3267I7L8oxNOJWgmSNn6vv7vldaSpoPsgMAAACA0iXuSJy+GvKV0lPTne6vVKeShkwfIv9Afx9nhpKsfJXyGvHTCLUf2z7XuOObjuujyz/S/mX7fZQZAABA2UGhOwAAAAAAAFBIkuKS9OWAL5VwKsHpfv8gf90882aF1gn1cWbwhfKVy2vAxAEaOX+kKjeqnGf8mvfXaOo1UxV/Mt4H2QEAAABA6ZCWnKavb/paZ4+cdbrfP8hfQ2cMVcWaeV91C3DkH+iv6ydcr75v95Xxc30lvvjoeE25coo2TNngw+wAAABKPwrdAQAAAAAAgEJg061m3TZL0ZujXcZc//71qhtZ14dZoSg0uqqR7tl4jyIficz1j+KStG/RPk28YqKit7o+bwAAAAAAf5n32DwdWHbA5f5r371Wda/gd2/knzFGV/ztCg3/YbiCQ4NdxqUlp2nW7bM0/x/zZdOdX9kPAAAAnqHQHQAAAAAAACgEi59frG2ztrncf8VDV+iy0Zf5MCMUpaCQIF3z5jW64/c7VKNVjVxjT+8+rY8jP9bOH3f6KDsAAAAAKJk2fLZBf7zzh8v9l915mdrf1d6HGaE0a3xNY92x4g5Vvjj3q7Yte22Zpg+eruSzyT7KDAAAoPSi0B0AAAAAAADwsi0ztui3F35zub9R70a6evzVPswIxUWdy+vo7jV3q+fzPeUX6Prj2aQzSfqy35f6/T+/y1pWgQMAAAAAR0fWHdHcu+e63F+7Y21d9851PswIZUH1FtV158o71aBHg1zjts/erk+6fqLY/bE+ygwAAKB0otAdAAAAAAAA8KKjG45q1m2zXO6v3KiyhkwfIr8APporq/yD/NXj2R66bf5tqlCtgss4m24175F5mnPnHKUmpfowQwAAAAAo3uJPxuurwV8pNdH570oVqlfQ0BlDFVAuwMeZoSyoULWCRs4bqXZ3tcs17tiGY/ro8o904PcDPsoMAACg9OGvaQAAAAAAAICXxJ+I17SB05QSn+J0f1DFIA2bM0zlq5T3cWYojhp0b6A7/7hTNVrVyDVu/Sfr9Vnvz3Qu+pyPMgMAAACA4is9LV3fDv9WMftinO43/kZDpg9RWL0w3yaGMsU/yF/9Puina/5zjYyfcRl37tg5Te41WRs/3+jD7AAAAEoPvroKAAAAAAAAeEFaSpq+vulrxUa5viT1DVNvUI2WuRc1o2yp3LCyxiwfo29HfKsd3+1wGbd/6X591PEj3fLdLarZuqYPM0RJFnsgVpunb9aRtUeUmpgqY0xGAYaRjJ/J2nZsk58ujM0W79j//HZQSJBqtaulhlc1VGD5wKK++wAAACilFj27SLvn7Xa5v8/rfdSwV0MfZoSyyhijyL9Hqmqzqvrm5m+UHJfsNC4tKU0zb52p6C3RuvLFK3MtjAcAAEBOFLoDAAAAAAAAXvDT33/SvsX7XO7v9WIvNR/Y3HcJocQIrhSsm2ferIVPL9Sy15a5jIuNitUnnT/R4M8Hq9mAZj7MECVJUlySts7Yqo2fbdTeRXsl6/scAisE6uKrL1bTAU3VtF9ThVQP8X0SAAAAKJW2ztyqpa8sdbm/5c0tFflwpA8zAqQm1zbRHb/foS/7f6mYvTEu45a+slQnt53UoCmDFBQS5LsEAQAASjAK3QEAAAAAAIACWvPhGq1+b7XL/ZfcdIm6Pd3NhxmhpPHz91Pvf/VW9ZbV9d2d3yktOc1pXPLZZE0bNE1XvXKVujzZJWP1bZR56anp2rNgjzZO2aitM7cqNSG1SPNJiU/RtlnbtG3WNhk/o3qd66npgKZqPrC5qjatWqS5AQAAoOQ6se2EZt0+y+X+Gq1qaMDHA/g9CUWiRssauuuPuzR98HTtX7LfZdzWb7fq9N7TuvWnWxVSgy8FAwAA5MVYWwTLuQCFxBjTUtKm89ubNm1Sy5Yt8z1eamqqdu7cmaOtSZMmCgjgOyIAAKB04P0OAAAFF7UkSlOunKL01HSn+2u2rakxy8awUhfcduD3A5p+w3SdO3Yu17g2t7ZR/4/6K6Ac793KqqMbjmrjZxv15+d/6uzRs0WdjluqNquqZgObqfnA5qpzRR35+fsVdUoAAAAoAZLikjTx8ok6se2E0/3BYcG6a9VdqtqEL1aiaKUlp2nuPXO1/tP1ucZVv6S6bltwmypeVNE3iQEAAOTT5s2b1apVq+xNray1m301P38BAQAAAAAAAPIpdn+svrrxK5dF7hWqVdCw2cMocodH6nWqp7v+uEvTBk7T0fVHXcZtnLpRJ3ee1LBZw/jDeBkSdzhOf37xpzZM2aDjfx4v6nQ8dnL7SS1/fbmWv75cFapXUNP+TdVsQDNd3OdiBVYILOr0AAAAUAxZazV71GyXRe6SNHjqYIrcUSz4B/lrwMcDVL1ldf3y+C+Si/VHo7dEa1LPSbp94e2qVLuSb5MEAAAoQSh0BwAAAAAAAPIhJT5F0wZNU3x0vNP9fgF+GjpjqMIbhPs2MZQKYfXDNHrpaM26bZa2frvVZdyhlYf0UcePNGzOMNW6rJYPM4QvJZ9L1raZ27Txs43aM3+PbHrpuFJrfHS81n+yXus/Wa+AcgFq1KeRmg1spqb9mqpiTb68AQAAgAzLXluW6+9FPZ7roab9mvowIyB3xhh1frSzqjWrphm3zFDy2WSncSe3n9SkHpN028LbFFYvzMdZAgAAlAzG2tLxgTggScaYlpI2nd/etGmTWrZsme/xUlNTtXPnzhxtTZo0UUAA3xEBAAClA+93AADIH2utZtwyQ5unu74y4/UTrleHezr4MCuURjbdavG4xfrtxd9yjQusEKhBUwbpkhsv8VFmKGzpaenat3ifNk7ZqC0ztijlXEq+x6rRqobqd68vY4ystRmF8jbj/MraTpfrfQ7bTtvSrA6vPqyEUwkFv/NGqhtZV80GNlOzAc1UrXk1GWMKPi4AAABKnN3zduvzaz93+WXPpv2aatjsYTJ+vF9E8XTsz2P6sv+Xio2KdRkT3jBcty+8XeER4b5LDAAAwE2bN29Wq1atsje1sta6/gOZl1HojlKFQncAAADP8H4HAID8WfLqEi18aqHL/e3Htle/9/v5MCOUdpumb9LsUbOVmpiaa1zP53uq+zPdKQouwY5vPq6Nn23UxqkbFXcoLt/jhNQMUesRrdV2ZFvVbFvTJ+dEemq6Diw/oO1ztmv77O06teuUV8at0qSKmg1opmYDm6le53ry8/fzyrgAAAAo3mL2xejD9h+6/DJl5Ysr6+7Vd6tceDkfZwZ45uzRs5py1RRFb4l2GRNWP0y3LbxNVS6u4sPMAAAA8kahO+BFFLoDAAB4hvc7AAB4bvt32zVt4DTJxcdq9bvV123zb5N/kL9vE0Opd3j1YU0bOE1xh3Mvfm45tKUGfjpQgRUCfZQZCurssbPa9OUmbfxso46sPZLvcQLKB6j5oOZqe1tbNerdSH4BRVcQbq3Via0nsoreD6486PJ10xPlq5ZXs/7N1H5se9WNrFvwAQEAAFAspSam6uPOH+vouqNO9wdWCNQdK+5QzdY1fZwZkD/njp/TlN5TdPzP4y5jKtWppNsX3q6qTav6MDMAAIDcUegOeBGF7gAAAJ7h/Q4AAJ6J3hKtiZETlRyX7HR/WP0w3bXqLoXUCPFxZigr4g7HadqgaTq86nCucbXa19Kw2cMUWifUR5nBU2nJado6c6s2TtmoXT/vkk3L/2f1Eb0i1GZkG11y4yUKDg32Ypbec/boWe2Yu0Pb52zXnl/25Hl1Ane0GNxCV716FUUgAAAApdCvL/yqxc8tdrn/xi9vVKthrVzuB4qj+BPx+qzPZzq63vkXOCSpYq2Kum3BbareoroPMwMAAHCNQnfAiyh0BwAA8AzvdwAAcF/C6QRNvHyiTu065XR/QPkA3bH8Dl106UU+zgxlTUpCiuaMmaNN0zblGlexVkUNmzVMdS6v46PM4K5Dqw7p2+Hfunw9cUe15tXU5rY2ajOijcLqh3kxu8KXfC5Ze37Zo+1ztmvHdzsUfyI+32MZf6P2Y9urx7M9VLFmRS9mCQAAgKISfzJebzV8y+WXzCMfidQ1b17j46wA70g4laCp10zV4dWuv8AeUiNEty24TTVa1fBhZgAAAM4VdaF70V23FACAQrZv3z4ZY7J+Ro0aVdQpASghsr929OzZs6jTkVQ8cwIAoCxJT03XjGEzci1KHTRpEEXu8InA8oEa/MVg9XqpV65xZ4+c1aQek/Tnl3/6KDO4Y+PnG/Vpt0/zVeReoVoFXf63y3XXqrt035b71O3/upW4IndJCgoJUvNBzTXwk4F69OijGr1ktDo/3jlfK7PbNKvV763WO43f0a8v/qrkc86LoQAAAFByLH9jucsi94ieEerzWh8fZwR4T/kq5TVy/kjVjazrMubc8XOa1HNSriu/AwAAlBUUugOAl0REROQoQjz/8/777+d7zE8++cTpmBEREd5LHAAAAACQp1+e/EW75+12ub/b093Ucmj+ryoHeMoYo+5Pd9fQGUMVWCHQZVxqYqq+Hf6tFj6zUDadq3sWpfS0dP3y5C+aeetMpSWlud3PP8hfl9x0iYbNGaZHDj+ia9++VrU71JYxphCz9R0/fz/V71pffV7vowe2P6D7t92v3q/1Vr3O9SQP7mLy2WQtfnax3mnyjtZ8tEbpqemFlzQAAAAKzdmjZ7Xy7ZVO95ULL6ch04fIL4BSF5Rs5cLK6dafb1X9rvVdxiScTNDkKyfr8BrXK78DAACUBbz7B4BC9umnn+a77yeffOLFTACUVj179szxZZiybtKkSTkej0mTJhV1SgAAoITbMGWDVvx7hcv9Tfs3Va8Xcl9ZGygsLQa30JhlYxRaLzTXuCUvLdFXQ75S8llWuy4KibGJmjZgmpa/vtztPvW71le/D/rp0aOP6qavblKz/s3kH+hfiFkWD9WaVVOXJ7pozLIxeuzoYxrw8QA1G9hMAeUD3Op/9shZzb17rt5v+752zN0ha/mCBwAAQEmy5NUlSk1Idbqv8xOdFVIjxMcZAYUjODRYI34coYieES5jEk8naspVU3Rw5UHfJQYAAFDMUOgOAIXsjz/+0ObNmz3ut2PHDi1btqwQMgIAAAAAuOvgyoP67u7vXO6vfkl1DZ46WMaPLxyi6Fx06UW6a9VdqtvJ9WXPJWnbzG36tPunOhd9zkeZQZJO7jypjyM/1s4fduYZW/niyur5fE89uPtBjV4yWu3vbq/ylcsXfpLFVEiNEF025jINmzVMT5x4QkO/HaqLLrvIrb7RW6L1Zf8vNbnXZB1adaiQMwUAAIA3xO6P1Zr31zjdF1IjRFc8eIWPMwIKV1DFIA3/frga9W7kMiYpNkmf9flM+5ft92FmAAAAxQeF7gBQSAID/7pseH5Wdc++mnv2sQAAAAAAvhF3OE7Tb5iutKQ0p/vLVS6nYbOHKTg02MeZAReqWLOibl90u9re1jbXuKPrjmpyr8k6e/SsjzIr23b/slsTL5+oE9tO5BrX4sYWGrN8jP6282/q8WwPVW5U2UcZlhyBFQLV4oYWunv13bph6g0KaxDmVr+oX6M08fKJ+mbYNzq1+1QhZwkAAICC+O2l35SW7Px38K7/11VBIUE+zggofIEVAjVszjA17tvYZUxyXLKmXjNVUb9F+TAzAACA4oFCdwAoJP369cu6PXXqVKWmOr/EnjNpaWmaMmVK1nb//v29mhsAIHfW2qyfxYsXF3U6AACgCKQmpmr6DdN19ojzYmDjZzRk+hBVaVzFx5kBrgUEB2jgpIHq/XpvKZeLDERvjtakHpN05tAZ3yVXxlhrteK/K/R538+VGJPoMs74GfV5o49u+vom1etUT8ZwdYi8GD+jNiPa6IFtD6jP+D4qF17OrX6bp2/W/1r8Tz/9/SfFn4wv5CwBAADgqVO7TmndJ+uc7qtUp5I63NPBxxkBvhNYPlA3z7pZTfs3dRmTci5FU/tO1d6Fe32YGQAAQNGj0B0ACsmYMWOybh87dkzff/+9231//PFHHTlyxOlYAAAAAIDCZa3V3LFzdeiPQy5j+ozvo4v7XOzDrAD3GGPU5fEuumXOLQqq6Hq1w5M7TmpS90mKiYrxXXJlRGpSquaMmaOfH/5ZNt26jAsODdYtc29R58c6U+CeDwHlAtT50c56cPeD6vRoJ/kH+efZJz0lXSvfWqm3L35bS19bqpSEFB9kCgAAAHf8+vyvsmnO3z93f6a7AsoF+DgjwLcCggM09Juhan5Dc5cxqQmp+uL6L7R73m4fZgYAAFC0KHQHgEISGRmpFi1aZG1/+umnbvf95JNPsm63aNFCV1xxhVdzAwAAAAC4tu7jddowZYPL/W1vb6vIv0f6MCPAc037NdUdv9+h8IbhLmNO7zmtSd0n6dSuU75LrJQ7e/SsJvearPWT1ucaV7VpVd258k41ubaJbxIrxcpXKa+rx1+tB7Y/oNYjWrvVJyk2SQv+sUDvNn1X6yevV3paeiFnCQAAgNxEb4nWxs83Ot0X3jBcl42+zMcZAUXDP8hfQ6YP0SU3XeIyJjUxVV/2/1I7vt/hw8wAAACKDl95BYBCNHr0aD3xxBOSpO+//17Hjx9XjRo1cu0THR2tuXPnZm17ezX3LVu26M8//1R0dLTOnDmjKlWqqFatWuratauqVq3q1bni4uK0ZMkSHTp0SNHR0QoLC9Oll16qTp06yc8v9+9aRUVF6ffff9eBAweUlpammjVrqlOnTmre3PU32PNj3bp12r59uw4dOiQ/Pz/Vrl1bnTt3Vr169bw6T0JCgpYuXapDhw7p2LFj8vf31+WXX67u3bu77JOYmKgtW7Zo+/btOn78uM6ePasKFSqocuXKatasmdq3b6+gINer8+XXgQMHtGrVKh08eFAJCQmqVq2aWrdurQ4dOuR53NyRmJio33//Xfv371d0dLSstapevboaN26syMhIBQQU/duTo0eP6o8//tChQ4cUGxurmjVrqnnz5oqMjPTKKnunTp3S0qVLdfToUZ08eVIhISGqXr262rZtq0sucf3Bla+lpqbqjz/+0J49exQdHa2kpCRVr15dERER6tKli8qVc+/y8O46ceKEli9froMHDyo2NlZVq1ZV8+bN1alTJwUGBnp1rsIUFxenLVu2aMeOHTpx4oTOnTunSpUqqUqVKmrVqpXatGkjf/+8VxoEAABFIykuSQueWuByf50r6qjf+/1YfRklQo1WNTRm2RhNuWqKTmw94TQmdn+sJvWYpNsW3KZqzav5OMPS5fCaw5o+aLrOHDyTa9zF11ysG7+8UeUrl/dRZmVDeES4Bk8drE6PdNIvj/+ivQv35tnnzMEzmj1qtlb8e4V6v95bja9p7INMAQAA4GjRs4skFxdD6jmup1tX7wFKC/9Af934xY3yD/TXn1/86TQmLTlN02+Yrpu+vknNB3r37+cAAADFTdFXkgFAKXbbbbfpqaeeUmpqqlJTU/XZZ5/p0UcfzbXPlClTlJKScdnkgIAAjRw5ssB5nDx5Um+88YamTp2qQ4cOOY3x8/NT586d9dxzz6l3795ujTtq1ChNnjw5a3vv3r2KiIjQnj179Nxzz2nGjBlKSEi4oF/9+vX1xhtvaOjQoRfsW7p0qZ566iktWbLE6ZwdO3bUu+++q8svv9ytHJ1JS0vThAkT9O6772r79u0X7DfGqHPnznr99dfVuXNnt8Z09VgcOHBATz31lGbNmqWzZ8/m6DNw4MALCt337Nmjr776Sj/88INWrlyp5ORkl3OWK1dOgwcP1pNPPqk2bdq4lef5+3dejx49tHjxYknS8uXL9dxzz2nhwoVKT79wJbOaNWvq6aef1v3335+vgveVK1fq5Zdf1vz5852eF5IUGhqqW265Rc8++6xq167t8Rzu6tmzp3799desbWttVo4vvviifvrpJ6WlpV3Qr3bt2nrkkUf00EMP5asg/4cfftArr7yi33//3eljLGU8P+666y49/PDDCgkJcTnWuHHj9Pzzzzvdl1vRVfZj7srWrVv10ksvae7cuTpzxnmBRvny5TVgwAC98MILatq0aa7jnRcREaGoqChJUoMGDbRv376s+Z566il9//33Wa9/2YWGhurRRx/V448/rvLlnReC7Nu3Tw0bNnS6b/To0Ro9erTLvM4/X7Nz9TxxZdOmTZo+fbp+/vlnrV271un5c16lSpV066236rHHHlOjRo1yHRcAAPjeiv+sUHx0vNN9lWpX0s0zb+Zy6ShRKtWqpFGLR+mzPp/p2MZjTmPiDsdpUo9JGjl/pGq2runjDEuHTdM2afbo2UpNTM01rtOjndT7X73lF8DFVgtLrXa1NHL+SO3+ebd+eeIXHf/zeJ59jm08ps/7fq5GfRqp92u9VeuyWj7IFAAAAJJ0ZO0RbZ2x1em+as2ruX3VHqA08Qvw06Apg+QX6KcNk51fdTA9JV1fD/laN355oy4ZUnwW0gIAAPA2Pk0HgEJUs2ZNXXfddVnbn376aZ59ssdcd911qlmzYH9gnjJliho1aqTXXnvNZZG7JKWnp2vp0qXq06ePRo4cmWuBdW5++ukntW3bVlOnTnVZzLx//37dfPPNFxTpvvrqq+rRo4fLIndJWrVqlbp165Zj1XtPnD17Vn379tXf/vY3p0XuUkbR87Jly9S1a1c988wz+ZpHkmbNmqU2bdpo6tSpFxS5O3Pq1CldfPHF+r//+z8tWbIkz2OQmJioL774Qu3atdMbb7yR7zwl6ZVXXlH37t01f/58lwXYx44d04MPPqghQ4Z4dH7Ex8dr+PDhioyM1HfffefyvJCkM2fO6IMPPlCTJk30zTffeHw/CuK9995T586d9f3337ssUj58+LAee+wxRUZGKjo62u2x4+LidP311+v666/XsmXLXD7GUsbz45lnnlGTJk20cuVKj+9HQaSlpenhhx9Wq1at9MUXX7gscpcyrlIwffp0tWzZUm+99Va+5/z000/VoUMHzZo1y2mRu5RxXjz33HPq06ePYmJi8j1XYVm7dq1at26tl156SatWrcq1yF3KOB8mTJigVq1aaerUqT7KEgAAuONc9Dktf2O5033+wf66eebNqlSrko+zAgoupEaIblt4m2q1d128e+74OU3uOVlH1h7xYWYln023WvDUAs24ZUauRe7+Qf4aOGmgrh5/NUXuPmCMUeO+jTV23VgN/HSgKtVx77V7zy979GH7DzXztpmKiYop3CQBAAAgSVr0zCKX+3q+0FN+/rx/Rtnk5++ngZ8M1GV3XuYyJj01Xd8M+0abpm3yYWYAAAC+xfJTAFDIxowZozlz5kiSNm/erFWrVqljx45OY1euXKnNmzfn6FsQzz77rF588cUcbcYYNWvWTE2aNFGlSpV0+vRprV69OkfR7tSpU3XkyBH99NNPHq1avXLlSo0aNUqJiYmSpLp16+rSSy9VpUqVdOTIEf3+++9KSkrKih83bpzatm2rQYMGafz48Xrqqaey9rVs2VJNmjRRcHCwdu/erTVr1mStup2cnKxbbrlFW7ZsUb169Tx6TG655RbNnz8/a7tNmzZq3DjjstS7du3Sxo0bs/ZZa/XSSy8pLS1Nr7zyikfzrFy5UrfffnvW/Q0PD1fHjh1VrVo1xcTEaMuWLRf0cVb8XK9ePTVr1kxhYWEqV66cYmNjtW3bNu3evTvr8UhLS9MTTzwhY4wee+wxj/KUpPHjx+vpp5/O2m7WrJmaNWumkJAQHTlyRCtWrMg6ppI0c+ZMPfPMM3rttdfyHDs6Olp9+/bV2rVrc7SXL19el112mWrXri1/f38dOHBAq1atyip0jo+P19ChQzVx4sQCPw/c8fXXX+uBBx7Iekxr1Kihdu3aKTw8XMeOHdOKFStyFOivWbNGvXr10pIlS1S5cuVcx46JiVGvXr20fv36HO3BwcGKjIxUrVq1dObMGW3YsCHHl1GOHDmiXr16afbs2erTp4/37qwLCQkJGjRokObNm5ejPTAwUJdeeqnq1q2r4OBgHT16VH/88Yfi4zNWOU1NTdXf//53nT59WuPGjfNozq+//lp33HFH1uPeoEEDtWrVSmFhYYqOjtaKFSsUFxeXFb9s2TKNHTtW06dPL9id9TLH564xRg0bNlSTJk0UGhqqwMBAnT59Wps3b9b+/fuz4hISEjRy5EiVK1dOQ4YM8XXaAADAiSWvLFHyWedf6uz0SCfVubyOjzMCvKdC1Qq6bf5t+vzaz3VwxUGnMQmnEjTlqika8dMI1b2iro8zLHmSziTp21u/1Y7vduQaV/Giirp55s2qG8lj6mt+/n66dNSlajm0pVa+vVJLX12qpDNJuXey0sbPNmrzV5t1xYNXqNvT3VQurJxvEgYAAChjDiw/oJ0/7HS6r2bbmrrkRlapRtlm/Iz6f9Bf/oH+Wj1htdMYm2b17YhvlZaSprYj2/o4QwAAgMJnzhcWAaWBMaalpKyvqm7atEktW7bM93ipqanauTPnL9ZNmjRxu/A3PTVdZw66Xg0X3hFaN7RYrIQVERGhqKiorO3o6GhVq1ZNqampqlu3ro4dy7g8+D333KMJEyY4HWPs2LH68MMPJWUU2h48eFCBgYE6ceKEqlevnhXXoEED7du3L9d8Jk+erFGjRmVt+/n56f7779djjz2m+vXr54i11mr27Nl66KGHchRh/uMf/9Crr77qco5Ro0Zp8uTJWduVK1fW6dOn1aJFC73zzju66qqrcsRHR0frrrvu0uzZs7PaGjVqpM8++0zdu3dXWlqa+vXrp/Hjx6tZs2Y5+m7atElDhw7V1q1/Xbrw9ttv16RJk1zmt2/fPjVs2PCC/CSpd+/eevfddy+YZ/v27XrggQdyFMNL0rx583ItNnZ8LCpVqqS4uDjVrVtX48eP15AhQ+Tv75+131qrqKgoRUREZLWdOHFCtWvX1qBBgzR48GBdffXVqlKlitP59uzZozfeeEMffPBBVpFwQEBA1srSuTHGZN2uUqWKYmJilJ6erkGDBunVV19V8+bNc8SfPn1ajzzySI7H2t/fX7t27cqRv6P09HRdffXVWrBgQVZb7dq19dJLL2n48OEKDg7OER8TE6PXX39dr732WlbhcLly5bRixQq1bevdD2V69uypX3/9NWv7/LlRs2ZNvf3227rxxhtzHK9z587p3//+t1566aUcq9mPGDEizxW5hw4dqq+//jprOzAwUP/4xz/0+OOPq1Klv1aUs9bqhx9+0P3335/jtaRatWrasGGDateunWPcmJiYrNXNhw0blmP1971797rMp1y5crrooosuaB8zZkyOK0qEhYVp3LhxuuOOO3LkKWUUaL/33nv65z//mfUlCGOMvv/+e1177bUu587+OhkSEqL09HQlJCSoe/fuGj9+/AVfAkpISNALL7ygf/3rXznaf/vtN3Xr1i1HW2pqqg4ezCjW+eabb/T4449n7XvjjTdyLSSvW7fuBf+3Z3+e9OjRQ4sXL3bZf/Xq1erevbuGDRumgQMH6qqrrlLFihWdxm7atEkvvPBCjnOiUqVK2rVrl2rUqOFyDk9z8kRB3+8AAFBaxETF6N2m7yot+cKrs5SrXE4P7XlI5cIpdETJlxSXpC/7famo36JcxgRVCtKIH0aoftf6LmPKulO7TmnawGmK3pL71b5qd6itm2fdrNA6oT7KDLk5F31Ov730m1a/t1rpqa6vtpZdWIMwDZk2hC8qAAAAFILJV07WvkX7nO675btb1LRfU98mBBRT1lr9/PDPWvlWLleDNtKAiQN02RjXK8ADAADkx+bNm9WqVavsTa2stZtdxXsbhe4oVYpboXvMvhi91fCtfM8P9zy09yGFR4QXdRouC90l6bHHHtObb74pKWNl7yNHjqhcuZwFEgkJCapVq5ZiY2MlSY8++qjGjx8vSR4XukdFRalFixZZK1AHBwdr1qxZ6tu3b6734fjx4+rSpYt27dolKaOYeefOnTmKxbNzLO6WpPbt22vBggUKCwtz2ic1NVXt2rXTn3/+mdV2vsh47NixmjBhQo5iztzuV4UKFXT06NELinDPcyx0P2/o0KH68ssv5efn/AsSaWlpuuWWW3IUokZERGjnzp0un//OHotGjRrp119/Vd267v0hNDk5OavY3V2TJk3S6NGjs7bzKv6X5PTxfeKJJ/JcoX3QoEE5vqTwz3/+84IrBmT3xhtv6IknnsjabteunebNm6eqVavmOs8333yjoUOHZhXw9+rVSwsXLsy1j6ccC90l6aKLLtKSJUuyVvj/f/buOjyv+vzj+OfEPU01dXdvqQsVWuqpp95CGTLGkG3I2A8bbAy2MRgwtC3VpO5G3Z26u7skaTzP+f0BlCackyZtcmLv13XlgnPu+zzPp22SNs9zn+/XyuzZs9W/f3+lpPwy/LRs2bJf3dTxs7lz5yosLOzOsbu7u6ZNm6Y+ffrYPseFCxfUtm3bO1+HktS/f/9Un4/3+vVk9t9306ZN08CBA+8cly9fXqtWrUr3RgZJ2rBhgzp27Hhn2L1KlSo6dOiQ7ddW2u+TkjRkyBB999136f7d+sILL+jjj3/5+3TYsGGaMGGCbX/ar4uxY8emuvEnIzIzVB4VFaWUlJR7ru5/t7feektvv/32neM333zzniviM+gOAED2mvPYHO0ct9Oy9sg/HlGrl1s5GwjIRkmxSYoIi9DxZcdtezz9PDV43mBV7GD9mkBBdnzZcU0bOE3xN+LT7as7pK56ftNTnr6eDiVDRl0/el0rXl+hfVMz9l6Mm4ebOrzXQS3/2FKGm/XrVgAAAMicEytOaHzH8Za10s1Ka/TG0bbvGQIFkWma+v7l77XxnxvT7ev+RXc99NRDDqUCAAAFQU4Puuf8EsgAUAA8/vjjd/7/5s2bmjVr1q96pk+ffmfIXVKqIc3M+vDDD+8Mg0vSRx99dM8hd+nHVeQnT5585zglJUUfffRRhp/X09NTERERtkPu0o+rjt+90rL044rhtWrV0ieffJLuC1bly5fXoEGD7hzHxsZq48b0f5BPq0yZMvr2229tB3GlH4eRx4wZo9KlS985d/LkSc2dOzdTzzVu3LgMD7lLkpeXV6aG3KUfB+x79Ohx53jq1KlKSkrK1GO0bt063ZX7f/bee++lOk5v+DwuLk4ffvjhnePg4GDNnz//nkPu0o9D3c8888yd45UrV2rHjh33vO5BffHFF+kOuUs/Dvs/++yzqc7dPYCd1s83uPzshRdeSHfIXZJKliypyZMnp/ocnTlzZrqrtD8I0zT1zjvv3Dn28PDQ3Llz7znkLkktW7ZMde3Ro0c1e/bsDD93lSpV9M0339xzoPqNN96Ql5fXneOsvvHhQQUFBWVqyF368ddUr169O8eTJk3K6lgAACATLu+7rF3jd1nWAksFqunvmjqcCMhePw+xV+1W1bYnKTZJk7tP1tHFR217ChrTNLX5k82a2GVi+kPuxo83yPSZ2Ich91yqcJXC6h/ZX6M3jVa5NvfeucCV7NKyV5ZpUrdJun35tgMJAQAA8jfTNLXidfvX+ju814EhdyANwzDU6YNOav1a63T7Fjy9QFs+3eJQKgAAgOzHoDsAOKBWrVpq1qzZneMxY8b8qufuc02bNr3v3Qhu376d6rEqVaqkp556KsPXN2nSRG3atLlznJnh7gEDBtxzUFiSOnXq9KtzL730UqpBVjudO3dOdbxz584M55OkV155RQEBAffsCwgI0CuvvJLq3L1WSr9bq1atUv0+Zqd+/frd+f+4uLhM/568/vrr6Q7+/6x27dqphp/Te54pU6boypVftm9/4YUXVLJkyQxn+sMf/pDqOLM3GWRW48aNU628np60Q9cLFixI9Wv92cmTJ7VmzZo7x76+vvq///u/DD1HkyZN1Ldv3zvHLpcr3RXMH8TKlSu1d++dzVA0dOjQVAPY9/Lss8+m2qEiM39Wf/jDH+Tr63vPvsKFC6tly5Z3js+fP6/Lly9n+HlyIzc3t1Q3PRw9etTy8wgAADhjxesrZLqsd8V5+K2H5enHoCryHw8fDw2cOVA1etew7UmOT1ZEWIQOzjnoYLLcKTkhWfN+M0+Ln18sM8V+Fy2vQC8NnjdYrV5uxWBOHlCmWRmNWj1Kg+YMUtEaRe/Zf2zJMX1R/wsdX26/GwIAAADu7cjCIzq76axlrUK7CuwsBdgwDEMd3uugh998ON2+Rc8t0saPMrdgHAAAQG7FoDsAOOTuVd1XrFih06dP3zk+fvy4Vq9efef4QVZzX7duXarV3Pv375+hIea7tW/f/s7/nzp1KlXW9HTt2jVDfaGhob8aNs/IivOSVLVq6tXmLl26lKHrpB9/8L97Rfh7GTx4cKo3pdevXy/TtH8z+269e/fO8PNkRFJSkq5fv67Tp0/r5MmTqT48PVMP3Rw4cCDDj+vr66sOHTpkuL9mzZp3/j82NlYxMTGWfd9//32q4/Dw8Aw/h/TjDRrlyv2yotratWszdX1mDRkyJMO9RYoUSXXDhcvlstxZYN26damOe/Toke5uB2mNGDEi3cfLKg/6Z+Xn56emTX9Z4TQzf1bdu3fPcO/dn3uS8syge0JCgq5evapTp0796ms37ZB/Zr52AQBA1jmz8YwOzTlkWStSrYgaPtbQ4USAczy8PdR/an/VDre/2T4lMUXT+k/TvmmO7UKa68RcitH4juP1w7c/pNtXuEphPbH5CVXrXs2hZMgKhmGoeq/qembPM+rxZQ8FhKa/QELMxRhN6DRBK/6yQq5kl0MpAQAA8g/TZWrlX1ba1tu/256bRoF0GIahdm+1U/t326fbt/SlpVr/4XqHUgEAAGQfj5wOAAAFxaBBg/TCCy8oLi5OLpdL33333Z3VnceMGXNngNrX11eDBw++7+dJOwxbqlQpnTx5MlOPkXZl9ePHj6caOraTdhA1PcHBwXeGpAMDA1W6dOkMX3e3qKioDD9n5cqVVbTovVfn+lnRokVVqVIlHTt2TJJ0/fp1HT9+XJUrV77ntQ0bPtgwzIkTJxQZGakVK1Zo7969unDhQoavvXHjRoZ7K1eunKGV9H8WEhKS6vjWrVuWK+Tf/Xno5eUlb2/vTH8eFi5c+M5NFj//GWSXu3dcyGj//Pnz7xxv3bpVvXr1StWzbdu2VMd3r0ieEWn7t27dmqnrMyrt94zChQtn+s8qKCjozv+fPHlSLpfrnjfYBAQEqGzZshl+DqvPvdxo7969ioyM1Nq1a7Vv3z5dvXo1w9dm5msXAABkDdM0tfzV5bb19u+2l5sH60Qgf3P3dFffSX3l4e2hXeN3Wfa4kl2aMWiGUhJSVG9YxneAyg8u7LigiN4RijqT/usPlTpVUv/I/vINufeuVcid3Dzc1PjJxqo7pK4WPbdIO8fttG82pbXvrdXJVSfVb3I/BZfL+I3tAAAABd2BmQd0cedFy1qVrlVUrtW935MEILV9va3cvdy17OVltj3LXl4mn2AfNX6ysYPJAAAAshaD7gDgkKCgIPXr108TJ06UJI0bN05/+ctfZJqmxo8ff6evb9++mVr1Oa0zZ86kOn7hhRf0wgsv3PfjST8OeGdE2kHU9Hh4/PJXUKFChe7rOunHlc4zqlq1zK+oVrVq1VRD1pcvX87QoHvx4sUz/VySdO3aNb388ssaN26cXK77WxUsMwPAmfkzk/Sr1eOtfv9dLpfOnz9/5zgxMTFDv2fpyejn4P3K7OdG2p0FrFYXT3sus89RpEgRFS1a9M6g9M2bN5WUlPSrP4MHlfZ7RvPmzR/o8Vwul27evKnChQun25cdn3s56dSpU3rhhRc0e/bs+36M3Dq8DwBAfnZ08VGdWnPKslaycUnV6lfL4URAznBzd1PY2DC5e7trx9c7LHtMl6lZI2YpOSFZjUY3cjhhztg3dZ9mj5qt5LjkdPuav9hcnT7oxI0x+YRXgJfCxoapYseKWvDMAiXGJNr2nll/Rl80+EJhY8NUI6yGgykBAADyJleKSyvfSGc197+mv0I1gNRa/amV3D3dteTFJbY985+eL58QH9UeYL+bGwAAQG7GoDuQjYLKBOn5E8/ndIx8L6hM0L2bconHH3/8zqD78ePHtXr1asXHx6caNH3sscce6DmuXbv2QNdbiY6OzlDfvVZwzurrMuvuVaczKu1NBxkduA4MDMz0c124cEEdO3bUgQMHMn3t3TIzIJ8dv/c3bty47yF9Oxn9HLxfmf3cyMjnRdrVue/nBpbg4OBUK4Jfv35dJUqUyPTjpCe7vmfca9Ddqa97Jxw4cEAdO3bM1M4LVrL66wYAAKTPdJla/pr9au6PvP+IDDe2SkfBYbgZ6vFlD3n4eGjLf7dYN5nSvCfmKSUhRU1+28TZgA4yXaZWvrFSa99bm26fu5e7un/RXQ0fe7Bd3ZA71RtWT6Wbltb0QdN18QfrFUclKf5GvCJ7R6rpc03V6cNO8vDmbRcAAAA7eybv0dUD1juh1uxbU6Ual3I4EZD3NX+hudw83bTod4usG0xp5tCZ8inko8qdHmxxMgAAgJzAK65ANnLzcFOhCoVyOgZykXbt2qlixYo6ceKEJGns2LGKi4u7Uy9fvrw6dOjwQM+RmGi/ytT9Mk0zyx8zJxjGgw+pZMVj2HniiSdSDbl7eHioZ8+eevTRR9WgQQOVLl1ahQoVko+PT6qV7VetWqX27XPPChfZ8TmY21l9XqT9usmtn398z3gwycnJGjRoUKohdx8fHw0YMEAdO3ZUnTp1VLp0aQUGBsrHx0fu7u53+saNG/fANzcBAID7tzdyry7tumRZq9ixoio9UsnhREDOMwxDXT7uIndvd23850bbvoXPLlRyQrJavNjCwXTOcCW7NGPIDO2ftj/dPv8S/gqfGa6yLcs6lAw5oUi1Ihq9cbS+f/l7bfnE5gaQn2z57xadXnda/SP6q0i1Ig4lBAAAyDtSklK0+q3V1kVDavdOO0fzAPlJ02ebyt3LXfOfnG9ZdyW5FNknUiOWj1CZZmUcTgcAAPBgGHQHAAcZhqFRo0bpzTfflCRNnz5dKSkpd+qjRo164EHWokWLpjresGGDWrTIf288349bt2498DUhISFZFSeVLVu2aOHChXeOixYtqiVLlqhRo3tvBx8VFZUtme5XkSKp38ytVq2aDh06lENpMiYqKkrFihXLcH9GPi/SrmieWz//ihYtqvPnz0v6cUA7NjY2W2/oyG9mzpyp3bt33zmuUqWKlixZokqV7j0Yl9u+dgEAKEhSElO08i/2W6V3/HtHB9MAuYthGOr0QSd5+Hho7bv2K5ovfWmpkuOS1ebPbRxMl/1WvrHynkPuJRuXVPiscAWXzfzOXch7PLw91PXjrqrYoaLmPDZH8TfibXsv/nBRXzX+St3/1131htVzMCUAAEDut3PsTt04fsOyVndIXRWvXdzhRED+0vg3jZWSkKJFz1mv7J50O0mTu03WY2sfU7FaGX9fFAAAIKe55XQAAChoRo0aJTe3H7/9xsbGKiEhQdIvQ/APqkSJEqmODx8+/MCPmV/cz+/FkSNHUh0XL549L7LNmTMn1fEHH3yQoSF3SXeGlHMLLy+vVAPZJ06cUFJSUg4murfMfm5k5PMi7bnMPsf169d19eov23cWKlRInp6emXqMjLj7e0Z8fLxOnz6d5c+Rn6X92v3qq68yNOQu5b6vXQAACpId3+ywfXO9Vv9aKt2ktMOJgNzFMAx1+GsHtX83/d3DVry+QivfWJlvdnU6vvy41r2/Lt2eOoPq6LE1jzHkXgDVCKuhp3c9rbKt0l/FPzEmUbOGz9LsUbOVGFPwdr0DAACwkhyfrDV/XWNZM9wNtXurnbOBgHyq6e+a6uG3Hratx12P04TOE3Tz1E3nQgEAADwgBt0BwGHlypVTx46/Xh2wffv2qlChwgM/fsuWLVMdL1269IEfM784duxYqsHhe7l69aqOHz9+57hw4cIZHmDNrLSD0z169MjwtRs2bMjqOA/s7s/DpKQkrVq1KufCZMCmTZsy1b958+ZUx02aNPlVz0MPPZTqOLN/Tmn7rZ7jZw+yAnt+/J7h5Ir0d3/t+vv7q127dhm+Njd+7QIAUBAk3k7U6nest0o33I17DvYCBUnb19uq0z87pduz5q9rtOzVZXl+2P325duaNWyWZPfLMKQOf+ugvpP7ytMv629CRt4QXDZYo1aNUpu/tJHu8aPnru926auHvtLFXRedCQcAAJCLbftym6LOWu9y2uCxBipcpbBlDUDmPfzGw2r6XFPbevS5aE3oNEG3L992MBUAAMD9Y9AdAHLA448/nqFz96Njx45yd3e/czx37lxdvnw5Sx47rzNNUxERERnunzJlSqo36lu1apVtA7Q3b95MdRwcnLGV4W7duqXZs2dnfaAH9Oijj6Y6/vrrr3MoScZMmTIlw73Xrl1LNQzu5uamFi1a/KqvdevWqY7nz5+vqCjrF3GtTJgwId3Hu5u3t3eq4593isiItH9W33zzTYavza0e5Pcjs+7+2g0KCsrw94ijR49q/fr12ZQKAACkZ/PHm3X7kvUbeQ0ea6Ci1Ys6nAjI3Vr+oaW6fto13Z4NH2zQ4hcW59lhd9Nlavao2Yq5GGNZ9wrw0qA5g9TmtTaO3liL3MnNw00d/tpBw78froDQgHR7rx26pm+afaOtn2/Ns18fAAAADyrxdqLW/c165yR3L3c9/H/2q08DyDzDMNTlP11Ud0hd257rR65rYpeJSojKvvfQAAAAsgqD7gCQA/r27au1a9em+ujfv3+WPHZISIiGDh165zgmJkZ//OMfs+Sx84N//OMfiomxfuP6bjExMfrggw9SnRs5cmR2xVJISEiq44MHD2bourfeekvR0dHZEemBDB8+XIUKFbpzPG3aNC1fvjznAt3D9u3bNWfOnAz1vvPOO0pM/GXr8W7duqlYsWK/6qtQoYLatGlz5zg2NlbvvfdehvPMmDHjzrGbm5uGDRtm23/377UkXbhwIUPPI0ldu3ZV5cqV7xxv2bJFY8aMyfD1udGD/H5k1t1fu5cvX9aNGzcydN3LL78sl8uVXbEAAICN2GuxWv8P65vNPHw81O7Nds4GAvKIps82Vc+ve6a7gvWWT7Zo/tPzZbry3jDvpv9s0tFFR23rfSf3VfWe1R1MhLygUsdKemrnU6r8aOV0+1ISUrTw2YWaNmCa4m7EOZQOAAAg99jy3y22K0c3fqqxgstlbPEnABlnuBkKGxemKl2r2PZc/OGipvSaouT4ZAeTAQAAZB6D7gCQA7y8vNS6detUH2lXIH4Qb731VqrHmzBhgl555RWlpKRk6nH279+vNWvWZFmu3ODs2bMaPXp0ugOmLpdLo0eP1tmzZ++cq1ChgsLCwrItV/369VMdv//++/e85ttvv9XHH3+cXZEeSKFChfSnP/0p1bn+/ftr3TrrFTvspKSkaObMmbp+/XpWxrP09NNP69ixY+n2zJ49W5999lmqc88//7xt/x/+8IdUx//+9781b968dJ/j0qVLGjJkSKqv1z59+qhSpUq219SsWTPV8d0rzt+Lh4eH3nnnnVTnnnnmGc2cOTPDj/GzZcuW6fjx45m+Lqs9yO9HZt39tZuSkqIPP/zwnte8+eabmjVrVrZlAgAA9ta9v852paqmzzVVUJkghxMBeUejJxqp93e9ZbjZT7vv+GqH5jw+R66UvHNT5/nt57Xs1WW29aa/b8qQO2wFlAjQ0IVD9cg/HpGbR/pvtxyYcUBfNvxSZzaecSgdAABAzou/Fa/1H9jccO7roTZ/bmNZA/Dg3D3dNXD6QJVtVda259TqU5o+aLpcyXnn53gAAFDwMOgOAPlQxYoV9dVXX6U698EHH6h169aaN2+ekpPt78o+efKkPvvsM3Xo0EG1a9fWihUrsjuuY35eeXnq1Knq2rWrDh8+/Kuew4cPq0uXLpo6dWqq819++aU8PDyyLVv//v3l7u5+53jKlCn6zW9+o2vXrv2q9+zZs/rNb36jJ554QqZpWq4mnhu8/PLL6ty5853jmzdvql27dnr22Wd16NAh2+uSkpK0YcMGvfLKK6pcubL69eunqKiobM0aEhKiixcvqnXr1po6deqvboS4ffu23n33XYWHh6caQB8yZIgeeeQR28cNCwtTv3797hwnJyerf//+euedd361s4Bpmlq0aJFatGiR6nOzcOHC97yhoX379qmO//SnP+mDDz7Qpk2bdPToUZ08efLOx8WLF391/ZAhQ/T444/fOU5MTFS/fv00dOhQbd++3fZ5U1JS9MMPP+jtt99WrVq11KlTJ50+fTrdrE4oX758qhsDNm7cqKFDh2rx4sU6dOhQqt+PkydPpvs98V7Cw8NTHf/973/XX/7yF8udIw4dOqS+ffveubEgt37tAgCQX0WdjdKW/26xrHkHe6v1q60dTgTkPfWH11e/Kf1kuNsPu+/6bpdmDZullKTM3WyfExKiEzRj0Ay5kqzf0A9tEKpOH3RyOBXyGsPNUKuXW+mxtY8puHz6q5HeOnVLY9uM1bp/rMuTux8AAABk1sZ/b1T8jXjLWtPnmiogNMDhREDB4unnqcHzBqt43eK2PYfmHNK838zjZxQAAJBrZd/EHgAgR40YMUIXL17Ua6+9dmdod9OmTerVq5f8/PzUsGFDlShRQr6+voqOjtbVq1e1f/9+3bx5M2eDZ6OePXvq6tWrWrhwoZYuXarq1aurQYMGqlKlikzT1NGjR7Vr165fXffaa6+lGtjODtWqVdOTTz6p//3vf3fOffPNN5owYYKaNm2qsmXLKj4+XsePH9euXbtkmj++0BAaGqoPP/xQw4cPz9Z898PDw0NTp05Vt27dtGHDBkk/DkZ//vnn+vzzz1W6dGnVqVNHhQsXlsvlUlRUlM6ePauDBw8qKSnJ0az/+9//NGjQIF28eFHh4eEqUaKEGjdurODgYF26dEmbNm1SbGxsqmtq166t//73v/d87K+//lqHDx/Wnj17JP04RP7mm2/q73//u5o3b67Q0FBFR0dr165dqXYRkCQfHx9NmjRJpUuXTvc52rZtq4ceekjbtm2TJEVFRemVV16x7H344Ye1atWqX53/4osvdOPGjVQrjU+ePFmTJ09WsWLFVL9+fRUpUkRubm6KiorS+fPndeDAAcXHW79AndNefPFFPffcc3eOf/61WDlx4oQqVKhwX8/TsWNHde3aVYsWLbpz7r333tPHH3+spk2bqmTJkoqJidHhw4d14MCBOz01a9bU008/ne6OAAAAIGutenuVUhKsB29bvdxKvoV9HU4E5E21B9aWu5e7pg2cZjsgvjdir0yXqb6T+8rNPfeutbLwtwt1/aj1DmKe/p7qF9FPHt68hI6MKdO8jJ7e+bTmPjFXB2YcsO0zU0wtf3W5Tq44qd7jeyugBMNdAAAgf4q9GqtNH22yrHkFeqnVy60cTgQUTL4hvhq2ZJjGth6rG8dvWPbsHLdTPoV91PmfnWUY9je3AwAA5ARepQeAfOzll19WvXr19Nhjj6VaxTk2Nlbr11tvE5jWz6ug5weGYSgiIkJhYWFauXKlJGnnzp3auXOnbf+f//xnvfvuu47k+89//qPTp09rwYIFd84lJCRo7dq1lv0VKlTQ/PnzdeXKFUfy3Y/g4GCtWrVKr776qj7++ONUq6GfO3dO586du+dj+Pn5ydvbOztjKjw8XJcvX9YLL7wgl8ulS5cuaeHChbb9jRo10uLFi1W4cOF7PnZISIjWrVungQMHasmSJXfOx8fHWw6c/yw0NFQzZsxQy5YtM/RriIyMVPfu3XXw4MEM9afl6empGTNm6MMPP9Sbb76ZaoD9ypUrWrZsWYYew9/f/76eP6s9++yz2rdvn7744otsf67JkyerU6dOd240kKSYmBjbHTEaNGig+fPn6/vvv8/2bAAA4EdXD17VzjE7LWsBoQFq9nwzZwMBeVyN3jU0aM4gRfaJtL2BZN/UffIK8lLPr3rmyjfJd43fpd0Td9vWu33aTUWrF3UwEfIDn0I+GjBtgLZ9sU1LXlxi+/UhSceWHtMX9b9Q34l9VemRSrZ9AAAAedX6D9YrMTrRstbipRbyK+LncCKg4AosGajh3w/XmFZjFHPx17sSS9Kmf2+SfzF/dj0EAAC5Tu5dTgcAkCW6dOmiEydO6LPPPlODBg3u+eayp6enWrZsqbfeekuHDx/Od6sNBwYGaunSpfr3v/+tKlWqWPYYhqGWLVtq3bp1jg25S5KXl5fmzp2r//znPypVqpRtX9myZfXnP/9Zu3btUu3atR3Ld788PT31r3/9S4cPH9YzzzyjEiVK3POaIkWKqG/fvho3bpwuXbqkkiVLZnvO5557TmvWrFHnzp3l7u5u2VOqVCl9+OGH2rx5s4oVK5bhxw4KCtLixYs1d+5ctWjRQm5u9v8EK1OmjN5++20dOXIkw0PuklSpUiXt3LlTEydO1MCBA1WzZk0FBwfLwyPj9zUahqGXX35ZJ06c0Kuvvqry5cvf85rAwEB169ZNn332mS5cuKAmTZpk+Pmyk2EY+t///qfNmzfr+eefV4sWLVS8eHH5+Phk+XMVKlRI69at0xtvvJHuzQ/Vq1fXP/7xD23atOmeq/QDAICsteIvK2y3X277Rlt5+Xs5nAjI+6p2raohC4bIw9f+Z44fvvlBy15ZdmdXstzi2uFrWvDbBbb1ukPqqv7I+g4mQn5iGIaaPNNEv9nyGxWtkf7NErcv3daEzhO0/PXlciVb75AAAACQF0VfiNaWT7dY1nxCfNT8xeYOJwIQUilEw5YMk3ew/QJjy19bru1fb3cwFQAAwL0Zue1NBuBBGIZRW9Len4/37t37QEOgycnJOnLkSKpzVatWzdTQIJDbXL9+XZs2bdKFCxd0/fp1JSUlKSAgQMWLF1e1atVUo0YN+fkVnBUUtm/frkOHDun8+fNyc3NTqVKl1LJlS5UrVy5HcyUnJ2vHjh3auXOnrl27Jh8fH4WGhqpKlSp66KGHcuVqeJlx4MAB7d69W9euXdPNmzfl4eGhoKAglS1bVjVq1FClSpWy9dfYrl07rV69+s5x2n8PXbhwQZs3b9a5c+cUHR2t4sWLq0aNGmrevHm6Q+oZdfXqVa1fv/7O16G/v7+KFSumevXqqU6dOg/8+FnpxIkT2rFjh65cuaIbN27Izc1NgYGBKlWqlGrUqKGqVava3hhQECUkJGjz5s3at2+fbty4oYCAAIWGhqpmzZqqW7duTsezxL93AAD53bmt5/RN028sayGVQ/TsgWfl7sm/Z4D7dWrtKU3uNlmJMdYrNUpSh791UJvX2jiYyl5yQrK+bfGtLv5w0bIeUjlET+14St5B2buzGAqGxNuJWvS7Rdo5buc9e6t2q6r+kf3lFcDNVwAAIO9b+NxCbf10q2Wt4987smI0kINOrzutCZ0nKDku2bJuuBnqH9lftfrXcjgZAADIrfbt25d2nqmOaZr7nHp+Bt2RrzDoDgDIiHsNugMFCf/eAQDkd+MfGa8Ty09Y1vpO7qu6g3PnzWhAXnJ201lN6DxBidH2w+7dPu+mJs/k/A5Qi19crM3/2WxZc/Nw0+MbHlfpJuzAhKy1e+JuLXhmQbo3hEhSycYlNWTBEAWUCHAoGQAAQNa7eeqm/lv1v3Il/XrHGv/i/vr98d+zsxqQw44sPKKIsAjbnaXcvdw1ZMEQVXqkksPJAABAbpTTg+4PviQpAAAAAAAAkAsdX3bcdsg9tEGo6oTnrt10gLyqTPMyGjxvsNy97XdHWPjsQu2ZssfBVL92eMFh2yF36ceVJRlyR3aoN6yentzxpEIbhqbbd2H7BX3b4ltdPXTVoWQAAABZb81f11gOuUtS6z+3ZsgdyAWqdquqsHFhtvWUxBRF9I7QuS3nHEwFAABgjUF3AAAAAAAA5Dumy9SyV5fZ1jv+vaMMN8PBRED+VuHhChowbYAMd5uvK1OaPWK2Di847Gywn0Sfj9acUXNs65UfrawWL7VwMBEKmiJVi2j0xtFq+vum6fbdPHFTY1qO0ZkNZxxKBgAAkHWuHbmmneN2WtaCygTpoacecjYQAFv1htZTl0+62NaTbidpUtdJunLgioOpAAAAfo1Bd6TLMIxGhmGEG4bx0k8f4YZhNMzpXAAAAAAAAOnZP2O/Lmy/YFkr/3B5VX60ssOJgPyves/q6v1db8lm1t2V7NK0/tN0as0pR3O5UlyaOWymYq/GWtb9S/ir93e9ufkF2c7D20NdP+6qQXMGyaeQj21f3PU4je84XgdmHnAwHQAAwINb/dZqmSmmZa3t/7WVh4+Hw4kApKfZc8308JsP29bjrsdpQqcJunnqpnOhAAAA0mDQPYcYhlHpp6HxDw3DWGUYRpRhGOZdHydzMJunYRivGoZxVNJ2SRGS/vXTR4SkHYZhHDEM4xXDMDxzKicAAAAAAICVlKQUrXh9hW294987yjAYaAWyQ72h9dTt02629eT4ZE3pOUUXdljfiJId1r2/TidXnrSt95nQRwElAhzLA1TvVV2Pb3hcweWDbXuS45M1tf9Ubf7vZgeTAQAA3L/Ley9rz5Q9lrWQSiFq8FgDZwMByJCH33xYTZ5tYluPPhetiZ0n6vbl2w6mAgAA+AWD7g4yDKOdYRhLDMO4JumYfhwa/6OkhyUF5mi4nxiGUVXSJkl/l5Te0mZVJL0vaaNhGFWcyAYAAAAAADLPNE3FXY/TpT2XdG7rOd2+kv/flNo5bqeuH7luWaseVl1lW5R1OBFQsDT5bRO1f7e9bT0hKkETH52oqwevZnuWMxvOaNWbq2zrLV9uqcqd2OEBzitWs5hGbxyt0Iah9k2mtPj3i7X0T0tluqxXRgUAAMgtVr6xUrL5J8vDbz0sd093ZwMByBDDMNT1k66qM7iObc+1w9c0qeskJUQlOJgMAADgR+wL5awGkjrndAg7hmGESvpeUvk0paOS9unHTYdrK/UAfGNJSw3DaG6a5mVHggIAAAAAAElSUmySos9HK/p8tKLORf34/+eiU//3fLSS45NTXRdUNkilGpdSycYlVbJxSZVqXEr+xf1z6FeRtZJik7T6rdWWNcPNUIf3OjicCCiY2vy5jeJvxGvjvzZa1mOvxmpCpwl6bN1jKlS+ULZkiLsRpxmDZ8hMsZ62Kd20tDq8y/cE5JzAkoEatXqUpg2YpmNLjtn2bfznRkWdiVLvcb3l4cPbOgAAIPc5v/28Ds46aFkrWrOo6g6p63AiAJlhuBnqPa634m/E6+jio5Y9F3ZcUERYhIYuGsrPJQAAwFH8yyN3SJB0VumvoJ6tDMNwkzRbqYfcL0gaZZrm0jS9XSSNlfTzUjMVJc0yDKO1aZosKwMAAAAAwANyJbsUcynmzrC63RB7/M34+3r8qDNRijoTpYOzf3kTOqhMUKrB95KNSyqgREBW/ZIcs+XTLYo+H21Zqz+ivorXLu5wIqBgMgxDnT7spPib8frh2x8se6LORv047L72sSz/fmOapub9Zp5unb5lWfcO8la/Kf1YVRI5zjvQW4PnDdb8p+Zr59idtn37Ivcp5kKMwmeHyzfE17mAAAAAGbDyLytta+3faS83dzcH0wC4H+5e7ho4Y6AmdJqgMxvOWPacXHVSMwbP0IBpA+Tmwdc1AABwBoPuzkvSj6ujb5O09af/7pHUSpL9T3/Zb6ikZncdX5fU0jTNk2kbTdNcbBhGS0nbJYX8dLqlpHBJEdmcEwCAB7Zq1aqcjgAAACBJcqW4dHj+YR1fdlxRp6PuDLTfvnRbpsvZe8mjzkYp6myUDs05dOdcXht+j7sRp3V/X2dZc/dy18NvPexwIqBgMwxDPb7sofib8Tow44Blz/Uj1zWpyySNXDlSPoV8suy5d3y9w/Y5JanHlz0UUinEtg44yd3TXb2+7aXgcsFa/bb1riSSdGrNKY1pNUZDFw3Ntp0QAAAAMuv0utO2K0CHNgxVzb41HU4E4H55+nlq8PzBGtd2nC7vvWzZc3D2Qc17cp56fdtLhmE4nBAAABREDLo76ztJX5im+avl1nLyH3+GYbhLejvN6Zeshtx/ZprmCcMwXtKPK7v/7F3DMKaapunKhpgAAAAAAOQbyQnJ2j1ht9b/Y72uH72e03FsWQ2/B5YOvDP0/vMAfEBo7hh+3/DhBttV7ps824ShQCAHuLm7qe+kvoqIjtCxpccsey7uvKgpPado2JJh8vTzfODnvLzvshY/v9i23uDxBqozqM4DPw+QlQzDULu32imobJDmPzVfZor1DW9XD1zVty2+1dCFQxXaINSyBwAAwCmmaWrFX1bY1tv/tb0MNwZhgbzEN8RXw5YM05jWY3TzxE3Lnp1jd8q3iK86fdCJYXcAAJDtGHR3kGmaN3I6g43WkiredXxO0sQMXDdB0ruSSv90XFk/ruxuvXQaAAAAAAAFXOLtRO34eoc2/HODos9F53Sc+xJ9LlqHzh3Sobl3Db+XCkw1+F6qSSnHV36PPh+tTf/ZZFnzCvRS69daO5oHwC88vD00cOaP25+f3XjWsuf0utOa2m+qBs0ZJHcv9/t+rqS4JE0Pn67k+GTLetEaRdX1k673/fhAdms0upECSwVq2oBpSrqdZNkTcyFGY9uM1cAZA1W5c2WHEwIAAPzixPITOrX6lGWtTIsyqtqtqsOJAGSFwFKBGr50uMa0HqPbl25b9mz850b5FfVT61d4zQ0AAGQvt5wOgFyhT5rj8aZpptzrop960g7E982yVAAAAAAA5BNxN+K0+q+r9Z/y/9GSF5fk2SF3O9Hno3V43mGtfmu1pvScon+F/kvjHh6nA7MOyJXizMZvq/+6Wslx1oOtLf/YUv7F/B3JAcCal7+XhiwYohL1Stj2HF18VLOGz3qg7xtLXlqiK/uuWNbcvd3VL6KfvPy97vvxASdU7VpVo1aPkn8J+7+7EmMSNbn7ZO38bqdzwQAAAO5yr9XcO7zbgZWegTyscJXCGrZkmLyDvW17lr+6XNu/3u5gKgAAUBCxojskqUua41WZuHaVpFfuOu4q6aUHzAMAAAAAQL4QfSFamz7apG3/26bEmMRsfS7vYG8FlgpUUOkgBZYKVGDpwFT/DSodJBnSxR8u6vz287qw/YIubL+g6PPZM3R/as0pnVpzSiGVQtT0903V8PGG8g60f2PsQVw7ck07vt5hWfMr5qfmLzbPlucFkDk/b38+ts1YXT963bJn39R98g72Vo8ve2R6KGb/jP3a/oX9G+yd/9lZofVDM/WYQE4p1biURm8crUldJ+naoWuWPa5kl+aMmqOoM1Fq83obBskAAICjDs8/rHObz1nWKrSvoIodKlrWAOQdofVDNWT+EE3oNMF257QFTy+QX1E/1exT0+F0AACgoGDQvYAzDMNbUpU0p633+ba2Ic1xVcMwvEzTzN537wEAAAAAyMVunLihDR9u0A9jflBKwj03TUuXu5e77eD6neOSgfIKyNgKxUGlg1StR7U7xzEXY1INvp/ffj5LV5y/cfyGlrywRKveWKVGv2mkps81VaHyhbLs8SVp1RurZKaYlrW2/9c22wbsAWReQGiAhn//4/bndt9rdny9Qz4hPur0j04Zftybp25q3hPzbOvVw6qrybNNMp0XyEkhFUP0+PrHFREWoTPrz9j2rfy/lbp1+pa6f95dbh5s5AsAALKf6TK18v9W2tY7vNvBwTQAslO51uU0YPoARYRFWL7+ZrpMzRwyUyNXjVSZZmVyICEAAMjvGHRHdUnudx1fNk0zKqMXm6YZZRjGVUlFfzrlLqmapL1ZFxEAAAAAgLzhyv4rWvf+Ou2ZvMd28NqK4W6oZt+aKl6n+K8G2X2L+GbrCq0BoQGq1r2aqnW/a/j9UsydofefB+Cjzmb45QJLCVEJ2vivjdr0n02q2bemWrzUQmWaP/ibXxd2XNDeCOuXIQpVKKTGTzZ+4OcAkLUKVSik4UuHa2zbsYq7FmfZs+GDDfIN8VXrV1vf8/FcyS7NHDpT8TfjLetBZYLU69terHaNPMmviJ+Gfz9cs4bP0oEZB2z7dny9Q9HnotU/sn+Gb34DAAC4X/un79elXZcsa1W7VVXZlmUdTgQgO1XrXk29x/XWrOGzLOvJ8cmK6BWh0ZtGK6RiiMPpAABAfsegO9Ku5n76Ph7jtH4ZdJekqmLQHQAAAABQgJzbek7r/rZOB2cfzNR17t7uaji6oVr9qZUKVSiUPeHuQ0CJAFXtVlVVu1W9c+725du/Wvk96kzmh9/NFFP7p+3X/mn7VaZ5GTV/sblq9q153yvQLv/zcttau3faycObl7+A3KhYrWIaumioxncYr8QY680hl7+2XD6FfPTQ0w+l+1ir3l5lu9q14Wao76S+8ivi98CZgZzi6eup/pH9tfQPS7X54822fUcWHtF37b/T4PmDFVAiwMGEAACgIHGluLTqzVW29fZ/be9cGACOqTesnuKux2nx84st67cv39bk7pP1+PrH5Rvi63A6AACQn/FOHwqlOb58H4+R9prg+4uSmmEYxSUVy+RllbPiue/K8KtzppnxFfkAAAByO5fL9atzbm5sdQ8AGWGapk6uOql1f1un48uOZ+par0AvNfltEzV/obkCQvPGIJp/cX9V7VpVVbumHn6/sCP1yu+3Tt/K8GOe3XRW08OnK7hcsJr+vqkaPdFIPsE+Gb7+xMoTOrbkmGWteJ3iqjukboYfC4DzSjcprcHzBmtil4lKSUix7Fnw2wXyKeSjOoPqWNZPrDyhte+ttX2Otv/XVuXbls+SvEBOcnN3U5f/dFFw+WAtfWmpbd/5bef1bYtvNWzxMBWpVsTBhAAAoKA4tuSYrh68almr2a+mSjYq6XAiAE5p9vtmun3ltta+a/1z+NUDVzW131QNWzxM7l7uDqcDAAD5FYPuSPtuuvVewelLe03gfWZJ67eS3syix7ovVkNeSUlJ8vT0zIE0AAAAWS8pKSnVsWEYljf7AQB+YbpMHZ5/WGv/tlbnNp/L1LV+Rf3U7IVmavpsU/kUyvhAd27lX9xfVbpUUZUuv2wYd2HHBW36aJP2RuyVK/nXN1RZuXX6lr7/4/da/dZqNXi8gZo/31whldLf5tg0TS1/zX41945/7yg3d27eAnK7Cu0qaMC0AYrsEykzxWKBCVOaNXyWvIO8U+0yIUmxV2M1a9gsyWZdinJtyqntX9pmQ2og57R4sYWCSgdp1vBZSkm0vkHk5omb+rbltxo8d7DKtizrcEIAAJDf7Rq/y7pgSO3fYTV3IL9r/0573Tp1S7sn7Lasn1x5UvOenKewsWG83wQAALIE7/Yh7aB7/H08RtpB97yxFF0GGIYhLy+vVOdiYmJyKA0AAEDWi4qKSnXs6enJC48AYMOV7NLuSbv1Rf0vFBEWkakh98DSgXr0P4/q+ZPPq+3rbfPFkLudko1Kqs+EPnrh1Atq/efW8i2c8a2KE2MSteWTLfqkyieK7BupU2tP2e6sdnD2Qds/g7Ktyqpq96qWNQC5T/We1dV7XG/buivZpan9purU2lN3zpmmqTmPzVH0+WjLa3xCfNR3Ul+5efASOPKf2gNra/j3w9P990TctTiN7zheB2YdcDAZAADI7+Jvxevg7IOWtdoDa6tYrcxu2A4grzEMQz2/7qnyD9vvnrbru11a8+4aB1MBAID8jFf5kZbN+kdZfk2eERiYeoH6qKgo2zfZAQAA8pLk5ORfDboHBwfnUBoAyL2S45O17ctt+rT6p5o1bJYu772c4WsLVy2snt/01PPHn1fz55vLy9/r3hflE4GlAtXxvY568cyL6v6/7ipSvUjGLzalg7MOalzbcfqm6TfaM3mPUpJ+WbXWlezSitdX2F7+yPuPcOMWkMfUG1ZPXT/taltPjk/WlB5TdGHHBUnS5k826/D8w7b9YWPDFFyWf9si/yrftrweX/+4gsvZf54nxydrar+p2vLpFgeTAQCA/Gz/9P1KSbDeVabh6IYOpwGQUzy8PRQ+Kzzd1/tWvbFKuydZr/oOAACQGQy6I+3y5BlfZs3+mqxa8vxzSXUy+RGWRc99R9pB96SkJJ07d45hdwAAkKclJibq1KlTcrlcqc4z6A4Av0iMSdSGf23Qx5U+1oKnF+jG8RsZvrZE/RLqH9lfzx54Vo1GN5K7l3s2Js3dPP089dDTD+nZ/c9q8PzBqtixYqauP7/tvGYOnamPK36sde+vU9z1OO2asEtXD1y17K/avarKtS6XFdEBOKzps03V/q/tbesJUQma2GWi9kbs1bKXl9n2NXm2iWqE1ciOiECuUqxWMY3eOFqhDULtm0xp0XOL9P3L38t08Zo2AAB4MLvHWw+tBpYKVMUOmft5H0De5hviq6ELh8qvmJ9tz9zH5+rUmlO2dQAAgIzwyOkAyHG5dtDdNM3LkjK+TJ6ULau1+fj4yNPTU0lJSXfORUdH69ixYwoKClJAQIA8PDzk5sZ9IwAAIPcyTVMpKSmKjY1VTEyMYmNjf3Xjnr+/vzw9PXMoIQDkLpd2X1JEWIRunryZqevKtiqrNn9uoypdq7CieBqGm6Fq3aupWvdqurT7kjb9Z5P2TNqjlETrleDSij4XreWvLdeav66Ru7fNjQOG1PFvHbMwNQCntXm9jeKux2nTR5ss67FXYjVj8Azb60vUK6HO/+ycXfGAXCewVKBGrRmlaQOm6diSY7Z9Gz7coKgzUer9Xe8CfQMeAAC4fzdP3rQdWK07rK7c3Hm/HChoQiqFaPDcwfqu/XdKjk/+VT0lMUURvSM0euNoFa1eNAcSAgCA/IBBd9xKc1zsPh6jeJrjm/cXJXcyDEOlSpXS6dOnUw2DJSUl6dq1a7p27VoOpgMAAMganp6eKlGiRE7HAIBc4fT605rcfbISbiVk+JoqXaqo9Z9bq3yb8tmYLP8oUa+EwsaEqePfO2rr51u17X/bFHslNkPXJsUmKSk2ybJWb2g9lajH32dAXmYYhjr/q7Pib8Zr59idmbrW089T/SL6ycOHl71RsHgHemvwvMGa/9T8dL9u9kbsVVJckgZMHcCwOwAAyLTdE61Xc5ek+sPrO5gEQG5SpnkZ9ZnQR9MGTLOsx9+I1+RukzV602j5F/N3OB0AAMgPuKUWR9Ic38878mmvSfuYeZ6fn5/KlSvHanwAACBf8vb2Vvny5eXt7Z3TUQAgxx1dfFQTOk3I2JC7IdXqX0tPbn9SQxcNZcj9PgSUCFD7t9vrxdMvquc3PVWs9v3cf/8jN083tXu7XZZlA5BzDMNQz696qmbfmpm6rssnXVSs5v1/HwHyMndPd/X6tpcefvPhdPsOzTmkqf2nKjnh16stAgAA2DFNU7vG77KshTYMVfE6adfGA1CQ1OpfS4988Iht/cbxG4oIi1BSnPXiFQAAAOlh0B2HJN29R3hxwzACM3qxYRhBku7eXyhF+XDQXfpl2N3T0zOnowAAAGSZwMBAlS9fnn/jAICkvZF7NaXXFCXHpT/45ebhpgaPNdCz+5/VgGkDVLJRSYcS5l8ePh5qNLqRntnzjIYtGaYqXapk+jEaP9VYIZVCsiEdgJzg5uGmvpP7qlKnShnqrx1eWw0fb5jNqYDczTAMtXurnXp+01OGu/2iLYfnHda0/tMYdgcAABl2bvM5XT9y3bJWfwSruQOQWv6xpRo/1di2fnbjWc0ZNUemy3QwFQAAyA8YdC/gTNNMkHQszekWmXiIlmmOj/z0mPmSn5+fKleurIoVK6pIkSLy8vLK6UgAAACZ4u7uruDgYJUuXVrVqlVTmTJl5O7OlvUAsO3LbZoxeIZcSS7bHg9fDzV9rql+f+z3ChsTpqI1itr24v4YhqHKnStr6KKh+u2+36rRk43k4eNxz+s8/T3V9i9tHUgIwEke3h4KnxmuMs3LpNtXqGIh9fiyB7sxAj9pNLqRBs8bLE9/+xuaD88/rKl9pyo5nmF3AABwb3aruRvuhuoMruNwGgC5kWEY6vZpt3QXsNg3dZ+Wv77cwVQAACA/uPc7hSgIFkuqdtdxO0lLM3htuzTHi7IgT65mGIZ8fHzk4+Oj4sWLyzRNuVwumSZ3nQIAgNzLMAy5ubkx/AMAFta9v07LX0v/DZbqvaqr59c95V/c36FUKFarmHp+2VMd3u2g7V9u19bPtirmYoxlb8s/tlRAiQCHEwJwgleAl4YsHKJxD4/T5T2Xf1V383BTvyn95BPskwPpgNyrateqGrlypCZ2nqj4m/GWPUcWHlFk30iFzwzP0I1lAACgYEpOSNa+yH2WtSqPVuHncQB3uHm4qX9kf41tM1aXdl+y7Fn//nqFVApR49/Yr/4OAABwN4Ph3NzBMIx2klbedeqUaZoVcui5z0qqYJpmyj2uc5d0SlLpu063NU1zbVZnzCjDMGpL2vvz8d69e1W7du2cigMAAAAAyMVM09SyV5Zpw4cb0u2rP7K+en3TS24ebIyXk5ITkrU3Yq82fbRJl3b98kZZ9bDqGjh9IH8+QD4XczFGY1qP0Y1jN1Kd7/TPTmr5h7SbTgL42fnt5zWh0wTF37Aedpekyo9W1qDZgxh2BwAAlg7MOqCpfada1vpF9FOdcFZ0B5Ba1NkofdPsG0Wfj7asG+6Ghi4cqsqdKzucDAAA3I99+/apTp1U/+6vY5qm9d2w2YB3ACFJayWduOu4jKRhGbhumFIPuR+TtD4LcwEAAAAAkC1cKS7N+828ew65N3u+mcLGhDFEnQt4eHuowcgGeuqHp/Tk9icVNi5MT2x+QuGzwvnzAQqAgNAAjd44WvWG1VNAaICK1S6mHl/1YMgduIdSjUtpxLIR8gmx3/Xg2JJjigiLUFJckoPJAABAXrF7/G7L895B3qreq7rDaQDkBUFlgjR4/mB5+nta1s0UU1P7T9WlPdarvgMAANyNFd1ziaxc0d0wjLR/qO1N01x1j2uGSxp/16nrkhqbpnnSpr+CpB2SQu46Pdg0zYjM5s1KrOgOAAAAALiX5IRkzRo2S/un70+3r9077dT2L21lGIZDyQAAALLHhR8uaMIjExR3Pc62p9IjlTRoziB5+lkPowAAgIIn9lqs/lXyX3IluX5Va/hEQ/X6ulcOpAKQVxxecFgRvSJkuqxn04LKBumJTU8osFSgw8kAAEBmsKJ7AWMYRhnDMCqk/ZAUmqbVw6rvp4+i2RBtkqTNdx0XlrTBMIzOFr+GRyVtVOoh9w2SIrMhFwAAAAAAWSYxJlFTek6555B71/921cP/9zBD7gAAIF8o2bCkRqwYId8ivrY9x5cd15ReU5QUy8ruAADgR/si91kOuUtS/eH1HU4DIK+p1r2aunzSxbYedSZKU3pOUWJMooOpAABAXsOgu/PWSTph8TElTV9pm74Tkv6Z1aFM03RJ6iPp9F2nS0paYhjGYcMwZhmGMdswjCOSFiv1YP5JSX1NtgcAAAAAAORicdfjNKHTBB3//rhtj+FuqM/EPmr6u6YOJgMAAMh+ofVDNXLFSPkV9bPtObH8hCb3mKzE2wyaAAAAadf4XZbnC1UopHKtyzmcBkBe1PTZpmr+YnPb+oUdFzRjyAy5UqxvqgEAAGDQHXeYpnlBUidJP6QpVZXUW1KYpCppajskdTJN81K2BwQAAAAA4D5FX4jWuIfH6eyms7Y9Hj4eCp8VrnpD6zmYDAAAwDkl6pXQiBUj0h12P7nypKb0mMKwOwAABdzVQ1d1bvM5y1q94fVkuLELHoCM6fRhJ9XoU8O2fnjeYS15cYmDiQAAQF7CoDtSMU3zsKRmkl6TZL/EnXTsp57mpmkedSIbAAAAAAD348bxGxrbeqwu771s2+MV6KWhi4eqes/qDiYDAABwXom6JTRy5Uj5FUtn2H3VSU3uNlmJMQy7AwBQUO2euNu2Vm84iwQAyDg3dzf1ndhXpZqUsu3Z8t8t2vTxJgdTAQCAvIJBd4eZplnBNE3jAT9G3eM50vavymTGJNM03zdNs7KkhyQNkfTHnz6GSHrINM0qP/Uk3d/vBAAAAAAA2e/y3ssa03qMbhy/YdvjV9RPo1aNUoWHKzgXDAAAIAcVr1NcI1eOlH9xf9ueU2tOaVK3SQy7AwBQAJkuU7snWA+6l2leRkWqFnE4EYC8ztPPU4PnDVZw+WDbniUvLtHBOQcdTAUAAPICBt2RLtM0t5umOcU0zX/99DHFNM3tOZ0LAAAAAIB7ObvprMa2HauYCzG2PUFlg/TY2sdUslFJB5MBAADkvOK1fxp2L2E/7H567WlN6jpJCdEJDiYDAAA57dTaU7p16pZlrd4IVnMHcH8CSgRo6MKh8g72tm4wpZlDZur8tvPOBgMAALkag+4AAAAAACDfOfb9MY1/ZLzib8Tb9hSpVkSPr3tcRWsUdTAZAABA7lGsVjGNWjVKAaEBtj2n153WpC6TlBDFsDsAAAXFrvG7LM+7ebqpTngdh9MAyE+K1SqmgTMGys3DemQtKTZJU3pO0c1TN50NBgAAci0G3QEAAAAAQL6yf8Z+Te4+WUm3k2x7QhuG6rG1jym4nP1WuQAAAAVB0RpFNXLVSAWUtB92P7PhjCZ2mciwOwAABUBSXJL2T9tvWavWo5p8C/s6nAhAflOpYyX1/LqnbT3mYowmd5+s+Fv2i5gAAICCg0F3AAAAAACQb/ww5gdNHzhdriSXbU/5tuU1cuVI+Rf3dzAZAABA7lW0elGNWjVKgaUCbXvObjyriY9OZNgEAIB87tCcQ0qMTrSs1R9R3+E0APKrBqMaqM1f2tjWr+y7omn9pyklKcXBVAAAIDdi0B0AAAAAAOQLG/65QXNHz5XpMm17qvWopqGLh8on2MfBZAAAALlfkWpFNHLVSAWWTmfYfdNZTew8UfE3GXYHACC/2jV+l+V538K+qtqtqsNpAORn7d9pr7pD6trWjy87rgXPLJBp2r/eCwAA8j8G3QEAAAAAQJ5mmqaW/3m5vv/T9+n21R1aVwNnDpSnr6dDyQAAAPKWIlWLaNSqUQoqE2Tbc27LOU3oPIFhdwAA8qGYizE6tuSYZa3O4Dpy93J3OBGA/MwwDPUa00vlWpez7fnh2x+07v11DqYCAAC5DYPuAAAAAAAgz3KluLTgmQVa9/f03+xo8rsm6jO+j9w9eUMWAAAgPYWrFNbIVSMVVNZ+2P381vOa0GmC4m7EOZgMAABktz1T9tjulFdveD2H0wAoCDy8PRQ+O1yFqxa27Vnx5xXaG7HXwVQAACA3YdAdAAAAAADkSSmJKZo5dKa2f7k93b62b7RV10+6ynAzHEoGAACQtxWuXFijVo1ScLlg257z285rwiMTFHedYXcAAPKL3eN3W54vUq2ISjct7XAaAAWFXxE/DV04VL5FfG17Zo+arTMbzziYCgAA5BYMugMAAAAAgDwnKTZJEb0jtC9yX7p9j370qNq/3V6GwZA7AABAZoRUCtHIVSMVXN5+2P3Cjgsa/8h4ht0BAMgHLu25pIs7L1rW6o2ox2srALJV4SqFNWjOILl7W+/ImZKQosg+kbp15pbDyQAAQE5j0B0AAAAAAOQp8TfjNaHzBB1ddNS2x3A3FDYuTM1faO5gMgAAgPwlpGLIjyu7pzPsfvGHixrfcbxir8U6mAwAAGS13ROsV3OXpHrD6jmYBEBBVa5VOfX+rrdt/fal24oIi1Di7UTnQgEAgBzHoDsAAAAAAMgzEm8navwj43Vmvf02te5e7ho4faAajGzgXDAAAIB8qlCFQhq1epQKVShk23Nx50/D7lcZdgcAIC9ypbi0e6L1oHv5h8urUPlCzgYCUGDVCa+jDn/rYFu/+MNFzR45W6bLdDAVAADISQy6AwAAAACAPGPZK8t0YfsF27pXgJeGLhqqGr1rOJgKAAAgfytU/qdh94qFbHsu7bqk7zp8p9tXbjsXDAAAZIkTy08o5kKMZa3+iPoOpwFQ0LV+tbUaPNbAtn5gxgGtfme1c4EAAECOYtAdAAAAAADkCceXH9fWz7ba1n2L+GrEihGq2KGig6kAAAAKhuBywRq1epRCKoXY9lzec1kTHpmguBtxDiYDAAAPatf4XZbnPXw8VKt/LYfTACjoDMNQ9/91V9lWZW17Vr+9Wvum7nMwFQAAyCkMugMAAAAAgFwvISpBcx+fa1sPLB2ox9Y8ptJNSjuYCgAAoGAJLvvTsHtl+2H3S7svaXL3yUq8nehgMgAAcL8SohN0cNZBy1qNPjXkHeTtcCIAkDy8PRQ+M1zB5YJte2aPmq3z2887mAoAAOQEBt0BAAAAAECut+QPS3Tr9C3LWmDpQD2+7nEVq1XM4VQAAAAFT1CZII1aPUqFqxa27Tm78awi+0QqOSHZwWQAAOB+HJh5QEmxSZa1esPrOZwGAH7hX9xfg+YOkqe/p2U9OS5ZEWERir4Q7XAyAADgJAbdAQAAAABArnZk0RH98M0PtvWwMWEqVKGQc4EAAAAKuKDSQRq5cqSKVCti23P8++OaOXSmXMkuB5MBAIDM2j1+t+V5/xL+qtypssNpACC10Pqh6juxr209+ly0IntHKinO+oYdAACQ9zHoDgAAAAAAcq24G3Ga98Q823rjpxurcmfedAUAAHBaUOkgjVw1Mt2V3Q/MOKB5T82TaZoOJgMAABl168wtnVh5wrJWd2hduXkwUgIg59XoXUMd3utgWz+35Zzm/YafOwAAyK/4qQQAAAAAAORai3+/WNHnrbeeLVSxkDp/2NnhRAAAAPhZYMlAjVg2QkFlgmx7do7ZqaV/XMrQCQAAudCeSXskm7+i64+o72wYAEhH69daq87gOrb1PZP2aP0/1juYCAAAOIVBdwAAAAAAkCsdnH1Quydab58tSWFjw+QV4OVgIgAAAKQVXC5Yw78fLr+ifrY9m/69SWvfW+tgKgAAcC+maWrX+F2WteJ1iyu0fqjDiQDAnmEY6vVtL5VqUsq2Z/mfl+vgnIMOpgIAAE5g0B0AAAAAAOQ6sVdjNf+p+bb1Zs83U4WHKzgXCAAAALaK1iiqYUuGyTvI27Zn5f+t1Ob/bnYwFQAASM+F7Rd09cBVyxqruQPIjTx9PTVo9iAFlgq0bjClmUNn6tLuS84GAwAA2YpBdwAAAAAAkOss+O0C3b5827JWuGphdfxbR4cTAQAAID0lG5XU4HmD5eHjYduz+PeLtWuC9cqxAADAWXZ/JxtuhuoOqetwGgDImMBSgRo0Z5Dtzx1Jt5M0pdcU3b5i/doyAADIexh0BwAAAAAAucreyL3aP22/Zc1wM9T7u97y9PN0OBUAAADupXzb8ho4Y6DcPOzffprz2BwdnHPQwVQAACCtlKQU7Z2817JW6ZFK9qslA0AuUOqhUgobF2Zbv3Xqlqb2naqUxBQHUwEAgOzCoDsAAAAAAMg1Yi7GaOFvF9rWW/yxhcq2KOtgIgAAAGRG1W5V1WdiH8mwrpsppqaHT9eJlSecDQYAAO44uvioYq/GWtbqjajncBoAyLw64XXU9v/a2tZPrzut+c/Ml2maDqYCAADZgUF3AAAAAACQK5imqflPzVfc9TjLerHaxdT+7fYOpwIAAEBm1Qmvox5f9LCtpySkKKJXhM5tOedgKgAA8LPd43dbnvcK8FKN3jUcTgMA96fdW+1Us29N2/rOMTu1+ePNDiYCAADZgUF3AAAAAACQK+yesFuH5h6yrBnuhnp/11sePh4OpwIAAMD9aPxkY3V8v6NtPTEmUZO6TtLlfZcdTAUAAOJuxOnQPOvXX2r1ryUvfy+HEwHA/THcDPUe31sl6pew7Vn6h6U6uuSog6kAAEBWY9AdAAAAAADkuKizUVr0+0W29Tavt1GpxqUcTAQAAIAH1fqV1mr1Sivbetz1OE3sPFE3TtxwMBUAAAXb/mn7lZKQYlmrN7yew2kA4MF4+Xtp8NzB8i/ub1k3Xaamh0/X1YNXHU4GAACyCoPuAAAAAAAgR5mmqbmj5yrhVoJlPbRBqNq+3tbhVAAAAMgKHf/eUY2famxbjz4frQmPTFD0hWgHUwEAUHDtGr/L8nxQ2SBVaFfB2TAAkAWCywUrfFa43L3cLesJtxI0pecUxV2PczgZAADICgy6AwAAAACAHLXj6x06tvSYZc3N0029x/e2fZMCAAAAuZthGOr2WTfVDq9t23Pj+A1N7DyRwRMAALLZ9WPXdWb9GctavWH1ZLgZDicCgKxRtmVZ9fiqh239+tHrmjZwmlKSrHe0AAAAuReD7gAAAAAAIMfcPHlTS/+w1Lbe7q12KlG3hIOJAAAAkNXc3N3UZ3wfVelaxbbn8t7LmtRtkhJjEh1MBgBAwbJ74m7bWr3h9RxMAgBZr8HIBmr5p5a29RPLT2jJS0scTAQAALICg+4AAAAAACBHmC5Tcx6bYzvMVLppabV6uZXDqQAAAJAd3L3cNXD6QJVrU86259zmc4roHaHkhGQHkwEAUDCYpqnd460H3Us9VErFahZzOBEAZL2Of++oqt2r2ta3frpV277Y5mAiAADwoBh0BwAAAAAAOWLLZ1t0ctVJy5qHj4d6f9dbbh68dAEAAJBfePp5avC8wQptGGrbc2L5Cc0YPEOuZJeDyQAAyP/ObDijG8dvWNbqjWA1dwD5g5u7m/pN7qditexv3ln03CKdWHnCwVQAAOBB8G4xAAAAAABw3LUj17TslWW29Q7vdVDRGkUdTAQAAAAn+AT7aNjiYSpSrYhtz8FZBzXvN/NkukwHkwEAkL/tnmC9mrubh5vqDKrjcBoAyD7eQd4aPG+wfIv4WtZdyS5N6z9N149ddzgZAAC4Hwy6AwAAAAAAR7lSXJozao6S45It6+Val1Oz55s5nAoAAABO8S/ur+HfD1dQ2SDbnp3jdmrJH5bINBl2BwDgQSXHJ2tf5D7LWtVuVeVfzN/hRACQvUIqhWjg9IG2O4bGXY/TlJ5TlBCV4HAyAACQWQy6AwAAAAAAR236aJPObDhjWfP081TYuDC5ufOSBQAAQH4WXC5YI5aNkF8xP9uezf/ZrDV/XeNgKgAA8qfD8w8r/ma8Za3e8HoOpwEAZ1RoV0HdPutmW7964KpmDJ4hV4rLwVQAACCzeNcYAAAAAAA45sr+K1rxlxW29Uc+eESFKxd2MBEAAABySpFqRTR86XB5B3vb9qx6c5U2f7LZwVQAAOQ/u8bvsjzvU8hH1XpUczgNADin8ZON1fS5prb1IwuPaNmryxxMBAAAMotBdwAAAAAA4AhXskuzR85WSkKKZb1ih4pq8kwTh1MBAAAgJ4U2CNWQBUPk4eth27P4+cW2A3oAACB9t6/c1tFFRy1rtcNry8PH/u9gAMgPHv33o6r0SCXb+sZ/btTOcTudCwQAADKFQXcAAAAAAOCIde+v0/lt5y1rXoFe6jWmlww3w+FUAAAAyGnlWpVT+MxwuXnav2015/E5Ojj7oIOpAADIH/ZG7JUr2WVZqz+ivsNpAMB5bh5u6j+1vwpXtd9JdP5T83V6/WkHUwEAgIxi0B0AAAAAAGS7i7suavU7q23rj370qAqVL+RcIAAAAOQqVbpUUd+JfSWb+x7NFFPTw6fr+PLjzgYDACCP2z1+t+X5kMohKtOijMNpACBn+Ib4avC8wfIO9raspySmaGrfqbp56qazwQAAwD0x6A4AAAAAALJVSmKKZo+YLVeS9ephVbtVVcPHGzqcCgAAALlN7YG11ePLHrb1lMQURYRF6Ozmsw6mAgAg77py4Irt7nr1hteTYbCzHoCCo2j1ohowdYDtrqK3L99WRFiEEm8nOpwMAACkh0F3AAAAAACQrVb/dbUu7b5kWfMp5KOeX/fkjVUAAABIkhr/prEe+eAR23rS7SRN6jpJl/dedjAVAAB50+4J1qu5S1L94fUdTAIAuUPlzpXV+d+dbeuXdl3S3MfnyjRNB1MBAID0MOgOAAAAAACyzbmt57Tu7+ts613/21WBpQIdTAQAAIDcrtWfWqn1a61t6/E34jWxy0RFnY1yMBUAAHmL6TJtB93LtS6nkEohDicCgNyh2e+bqeET9juM7pu6T+vet39NGwAAOItBdwAAAAAAkC2S45M1e+RsmSnWq9/U6F1DdYfWdTgVAAAA8oIO73XQQ888ZFuPPhetSV0nKf5mvIOpAADIO06uOml7U1i94fUcTgMAuYdhGOr+WXeVa1POtmfF6yt0eMFhB1MBAAA7DLoDAAAAAIBsseL/VujqgauWNb+ifur+RXcZhuFwKgAAAOQFhmGo26fdVGdwHduey3svK6J3hJITkh1MBgBA3mC3mru7t7tqDajlcBoAyF3cvdw1cMZABZcPtm4wpZlDZurqIevXtwEAgHMYdAcAAAAAAFnu9PrT2vivjbb17v/rroASAQ4mAgAAQF5juBnq/V1vVe1e1bbn1OpTmj1itkyX9S5CAAAURIm3E7V/+n7LWvVe1eUb4utwIgDIffyL+WvQ7EHy8PWwrCdEJSgiLELxt9hFCgCAnMSgOwAAAAAAyFKJtxM1Z9QcyWbWqM6gOqrVn5XDAAAAcG/unu4aMHWAyjQvY9uzb+o+Lf3jUgdTAQCQux2cfVCJMYmWtXrD6zmcBgByr9AGoQobG2Zbv3bommYOnSlXisvBVAAA4G4MugMAAAAAgCy1/LXlun70umUtIDRAXT/t6nAiAAAA5GWefp4aPG+wilQrYtuz6aNN2vhv+x2FAAAoSHaP32153q+on6p0qeJwGgDI3eqE11GrV1vZ1o8sOKKVb6x0MBEAALgbg+4AAAAAACDLnFh5Qlv+u8W23uOrHvIr4udgIgAAAOQHfkX9NHTxUPmX8LftWfqHpdobsdfBVAAA5D7R56N1fNlxy1qdIXXk7unucCIAyP06vNtBVbra3wi07m/rtG/aPgcTAQCAnzHoDgAAAAAAskRCdILmPj7Xtl5/ZH1V71ndwUQAAADIT0IqhmjowqHyCvCy7Zk9crZOrDzhYCoAAHKXPZP3yHSZlrX6I+o7nAYA8gY3dzf1m9wv3V2k5oyao4u7LjqYCgAASAy6AwAAAACALPL9y9/r5smblrXA0oHq8p8uzgYCAABAvlOyUUkNnDFQbh7Wb3GlJKYosnekLu255HAyAAByh13jd1meL1qzqEo2KulwGgDIO3wK+WjQnEHyDvK2rCfFJimyd6Rir8Y6nAwAgIKNQXcAAAAAAPDArh68qu1fbreth40Jk08hHwcTAQAAIL+q3Lmyen3by7aeEJWgSV0m6dbpWw6mAgAg513cdVGX91y2rNUfUV+GYTicCADylqI1iqrvpL6SzbfLmydvatrAaUpJSnE2GAAABRiD7gAAAAAA4IGt/3C9ZL0rtho/1ViVO1d2NhAAAADytfoj6qvD3zrY1qPPR2tS10mKuxHnYCoAAHLOkUVHNH3gdOuiIdUdWtfZQACQR1XrUU3t/9retn5y5Ukt/eNSBxMBAFCwMegOAAAAAAAeSNS5KO2esNuyVqhCIXX6sJPDiQAAAFAQtH61tR767UO29Sv7ryiyd6SS45MdTAUAgLOuHb6myT0ma3K3ybp2+JplT8UOFRVcNtjhZACQd7X5cxvV6l/Ltr7lky36YewPDiYCAKDgYtAdAAAAAAA8kE0fbZIryWVZ6/BeB3kHejucCAAAAAWBYRjq+klX1ehdw7bn1JpTmjV8lkyXzfZDAADkUfG34rX0T0v1eZ3PdWTBkXR76w2v51AqAMgfDMNQ2NgwlahXwrZnwdMLdHbzWQdTAQBQMDHoDgAAAAAA7lvc9Tht/3K7Za1QhUKqPbC2w4kAAABQkLi5u6nv5L4q27Ksbc/+6fu1+MXFMk2G3QEAeZ/pMvXDmB/0abVPtfGfG20XH/iZfwl/1epnvyoxAMCaV4CXwmeHy7eIr2U9JTFFkX0iFX0+2uFkAAAULAy6AwAAAACA+7b1861KjEm0rLX4Ywu5efDSAwAAALKXp6+nBs0dpCLVi9j2bPlkizb+a6ODqQAAyHpnNpzR102/1tzRc3X78u179nsHe6vvpL7yCvByIB0A5D8hFUM0YOoAGe6GZT3mQoym9puq5IRkh5MBAFBw8G4zAAAAAAC4L0mxSdr8yWbLml8xPzV8rKHDiQAAAFBQ+RXx07DFwxQQGmDb8/2fvteeyXscTAUAQNaIOhulmUNnakyrMbqw/UKGrmkwqoGePfCsKnWslM3pACB/q9ihojr/q7Nt/eyms1rw2wXsIAUAQDZh0B0AAAAAANyXH8b+oNgrsZa1Zs83k6efp8OJAAAAUJAVqlBIQxcNTXfV2tmjZuvEihMOpgIA4P4lxydrzXtr9Gn1TzN8s1bpZqX1xOYnFDY2TIElA7M5IQAUDM1+30wNRjWwre8cs1NbP9vqXCAAAAoQBt0BAAAAAECmpSSlaMOHGyxrXgFeavLbJg4nAgAAAKTQBqEaOHOg3Dys3wJzJbkU2SdSF3dddDgZAAAZZ5qmDsw8oM9qfqaVf1mppNike14TUDJAvcf31ugNo1W6aWkHUgJAwWEYhrr/r3u6318Xv7BYJ1eddC4UAAAFBIPuAAAAAAAg0/ZN3adbp25Z1ho/1Vi+Ib4OJwIAAAB+VLlTZfUa08u2nhCVoEldJ+nmqZvOhQIAIIMu7bmkCY9M0NR+U3Xz5M179rt7uav1a631u0O/U/3h9WW4GdkfEgAKIA8fD4XPCldAaIBl3UwxNbV/xr53AwCAjGPQHQAAAAAAZIppmlr/j/WWNTdPNzV/sbnDiQAAAIDU6g+vr47vd7Stx1yI0aSukxR3Pc7BVAAA2Iu9FqsFzy7Qlw2+1IkVJzJ0TY3eNfTb/b9Vx791lHegdzYnBAAElgrUwJkD5e7lblmPuxaniN4RSryd6HAyAADyLwbdAQAAAABAphxddFSX91y2rNUfUV9BpYMcTgQAAAD8WquXW6nJs01s61cPXFVEWISS45MdTAUAQGquZJe2fLpF/636X237fJtMl3nPa4rVKqbh3w9X+KxwFa5c2IGUAICflW1RVt0+72Zbv7TrkuaOnivTvPf3cwAAcG8MugMAAAAAgExZ9/4664IhtfxTS2fDAAAAADYMw1CXj7uoRp8atj2n153WzGEz5UpxOZgMAIAfnVhxQl82/FKLnluk+Bvx9+z3KeSjLp900dO7nlalRyo5kBAAYKXR6EZq8jv7m2r3Re6z3RUVAABkDoPuAAAAAAAgw85sOKPTa09b1mr2qami1Ys6nAgAAACw5+bupr6T+qpsq7K2PQdmHNDiFxaz4iIAwDE3TtxQZN9Ije84Xpf3Wu+adzfDzdBDzzyk5448p2bPNZObB6MeAJDTHv33o6rQroJtffmfl+vIwiPOBQIAIJ/ipx8AAAAAAJBh6a1C0+qVVg4mAQAAADLG09dTg+cOVtEa9jdlbv10qzZ8uMHBVACAgigxJlHLX1+uz2p+poOzDmbomgrtKuipH55S98+7y6+oXzYnBABklLunu/pP7a/g8sHWDaY0Y/AMXT101dlgAADkMwy6AwAAAACADLm877IOzT1kWavYoaJKNy3tcCIAAAAgY3wL+2ro4qEKKBlg27PslWXaPXG3g6kAAAXJsaXH9Gn1T7Xub+uUkpByz/7g8sEaMH2ARqwYoRL1SjiQEACQWf7F/DVo9iB5+HpY1hOiEhQRFqH4W/EOJwMAIP9g0B0AAAAAAGTIhg/sV7hkNXcAAADkdoXKF9LQhUPlFehl2zPnsTk69v0xB1MBAAqCAzMPaFK3SYo+H33PXg9fD7V7p52ePfCsavWrJcMwHEgIALhfoQ1CFTY2zLZ+7dA1zRo2S6bLdDAVAAD5B4PuAAAAAADgnm6dvqU9k/dY1kIbhqpSp0oOJwIAAAAyL7RBqMJnhcvN0/otMleyS1P7TdXFnRcdTgYAyK8OzT2k6eHTZabce8CxzuA6+t2h3+nh/3tYnr6eDqQDAGSFOuF11OpV+8VgDs8/rJVvrHQwEQAA+QeD7gAAAAAA4J42/nujXMkuy1rrV1uzuhgAAADyjEodK6W74mJidKImdZ2kmydvOhcKAJAvHVl4RFP7T7V9TeVnJRuV1GNrH1O/yf0UXDbYoXQAgKzU4d0OqtK1im197XtrtW/aPgcTAQCQPzDoDgAAAAAA0hV7NVY7vt5hWQupHKKa/Wo6nAgAAAB4MPWG1tMj/3jEth5zMUYTu0xU3PU4B1MBAPKTY0uPKbJvpFxJ9kPu/sX91fObnnpiyxMq17qcg+kAAFnNzd1N/Sb3U5FqRWx75oyao4u72D0KAIDMYNAdAAAAAACka8unW5QUm2RZa/mnlnJz5+UFAAAA5D0t/9RSTZ9ralu/duiaIvtEKjkh2cFUAID84MSKE4oIi1BKQoptT6MnG+l3h3+nRqMb8doKAOQTPoV8FD47XF6BXpb1pNgkRfaOVOzVWIeTAQCQd/HTEgAAAAAAsJV4O1Fb/rvFsuZfwl8NRjZwNhAAAACQRQzD0KMfPZruDkWn1pzS3MfnyjRNB5MBAPKyU2tOaUrPKUqOt79RqvmLzdXjix7yCfZxMBkAwAnFahZT30l9JcO6fvPkTU0Pny5Xsv2OHwAA4BcMugMAAAAAAFs7vtmhuOtxlrXmLzaXh4+Hw4kAAACArOPm7qa+E/uqXJtytj17Ju/RqjdXORcKAJBnnV5/WpO6TbLdGU+Smj7XVJ3/1VmGYTMBCQDI86r3rK72f21vWz+x4oS+f/l7BxMBAJB3MegOAAAAAAAspSSmaOO/NlrWvIO89dDTDzmcCAAAAMh6Hj4eGjRnkIrWLGrbs+ava/TD2B8cTAUAyGvObj6rSV0nKem2/ZB746cbq8vHXRhyB4ACoM2f26hW/1q29U0fbdLuibsdTAQAQN7EoDsAAAAAALC0Z8oeRZ2Jsqw99MxDbK8NAACAfMM3xFdDFw6Vf3F/2575T87X8eXHHUwFAMgrzm87r4mPTlRidKJtT8PRDdX9s+4MuQNAAWEYhsLGhqlEvRK2PfN+M08XdlxwMBUAAHkPg+4AAAAAAOBXTJep9f9Yb1lz93ZXs+ebOZwIAAAAyF6FKhTS4PmD5eHrYVl3Jbs0te9UXd532eFkAIDc7MIPFzSh8wQl3Eqw7ak/or56ftVThhtD7gBQkHgFeCl8Vrh8C/ta1pPjkxXRO0K3L992OBkAAHkHg+4AAAAAAOBXDs8/rKsHrlrWGoxqoMCSgQ4nAgAAALJf6Sal1W9KP8lmDjEhKkGTu01WzMUYZ4MBAHKlS3suaUKnCYq/EW/bU3dIXfUa04shdwAooEIqhah/ZH/bvweizkRp2sBpSklKcTgZAAB5A4PuAAAAAAAgFdM0te7v6yxrhpuhln9s6XAiAAAAwDk1wmro0Y8eta3fOn1Lk3tMVuLtRAdTAQBymyv7r2h8x/GKuxZn21N7YG31/q633NwZzQCAgqzSI5X0yAeP2NZPrT6lpX9c6mAiAADyDn6aAgAAAAAAqZxee1pnN521rNXqX0uFqxR2OBEAAADgrObPN1fT55ra1i9sv6CZQ2bKleJyMBUAILe4euiqvuvwnWKvxNr21OhTQ30m9pGbB2MZAACpxUstVHdIXdv6lk+2aOe4nc4FAgAgj+AnKgAAAAAAkMr6f6y3rbV6pZWDSQAAAICc8+hHj6paz2q29UNzD2nJS0scTAQAyA2uH72u8R3G6/al27Y91XpWU/+I/nL3dHcwGQAgNzMMQz2/7qnQBqG2PfOfnq9zW885mAoAgNyPQXcAAAAAAHDHpd2XdGThEcta5c6VVbJRSYcTAQAAADnDzd1N/ab0U8nG9v8G3vLJFm36eJODqQAAOenG8Rv6rv13ij4fbdtTpWsVDZg2QO5eDLkDAFLz9PNU+Kxw+RbxtaynJKQosk+kYi7FOJwMAIDci0F3AAAAAABwB6u5AwAAAL/w8vfS4HmDFVwu2LZnyYtLdHDOQQdTAQByws1TN/Vd++8UdTbKtqdSp0oKnxkuD28PB5MBAPKSQhUKacDUATLcDct69LloTes/TSmJKQ4nAwAgd2LQHQAAAAAASJJunLihvRF7LWulmpRShfYVnA0EAAAA5AKBJQM1ZOEQeQd5WzeY0ozBM3Ru6zlngwEAHHPrzC191/473Tp9y7anQvsKGjR7kDx8GHIHAKSvYoeK6vzPzrb10+tOa/GLix1MBABA7sWgOwAAAAAAkCRt/NdGmS7Tstb61dYyDOsVZgAAAID8rnjt4ho4Y6DcPKzfWkuOS9aUnlN08+RNZ4MBALJd9Ploje8wXjdP3LTtKdemnAbPGyxPP0/nggEA8rRmzzdTveH1bOvbPt+mHd/ucDARAAC5E4PuAAAAAABAty/f1g/f/mBZK1K9iGr0ruFwIgAAACB3qfRIJfX4qodt/fal25rUbZLib8Y7mAoAkJ1iLsbouw7f6frR67Y9ZVuW1ZAFQ+Tl7+VgMgBAXmcYhnp82UMlG5e07Vn424U6u+msg6kAAMh9GHQHAAAAAADa/MlmJccnW9Za/qmlDDdWcwcAAAAaPtZQbf7SxrZ+9cBVTe03VSmJKQ6mAgBkh9uXb2t8x/G6duiabU/ppqU1dNFQeQd6O5gMAJBfePp6KnxmuPyK+VnWUxJTFNk3UtEXoh1OBgBA7sGgOwAAAAAABVxCdIK2frbVshZYKlD1htlvnwoAAAAUNO3faa+6Q+ra1k+sOKF5T86TaZoOpgIAZKXYq7Ea/8h4Xdl/xbanZOOSGrZkmLyDGHIHANy/4HLBGjh9oNw8rMf4Yi7EaGq/qUpOsF6oBgCA/I5BdwAAAAAACrjtX21X/M14y1rzl5rLw9vD4UQAAABA7mUYhnqN6aXybcvb9uz6bpfWvLvGwVQAgKwSdz1OEzpN0OU9l217StQvoeFLh8unkI+DyQAA+VX5tuX16EeP2tbPbjyrRb9f5GAiAAByDwbdAQAAAAAowJITkrXp35ssaz6FfNT4ycYOJwIAAAByPw9vD4XPCleR6kVse1a9sUq7J+52MBUA4EHF34zXhM4TdHHnRdue4nWKa8SyEfIt7OtgMgBAftfk2SZq8FgD2/qOr3Zo25fbnAsEAEAuwaA7AAAAAAAF2O6JuxV9Ptqy1uTZJvIOZPttAAAAwIpvYV8NWTBEfkX9bHvmPD5HJ1efdC4UAOC+JUQlaGKXibqw/YJtT9GaRTVi+Yh0v/cDAHA/DMNQ98+7q3TT0rY9i55bpNPrTzuYCgCAnMegOwAAAAAABZQrxaUNH2ywrHn4eKjZ75s5nAgAAADIWwpXLqxBcwfJw8fDsu5Kcimyd6SuHLjicDIAQGYkxiRqUrdJOrf5nG1PkWpFNGL5CPkX93cwGQCgIPHw8dDAGQPlX8L67xpXkkvT+k9T1Lkoh5MBAJBzGHQHAAAAAKCAOjTnkK4dvmZZazi6IW/cAgAAABlQtkVZ9ZnQx7YefzNek7tP1u3Ltx1MBQDIqMTbiZrcfbLOrD9j2xNSOUQjVoxQYMlAB5MBAAqioDJBGjh9oNw8rMf6Yi7GaGq/qUpOSHY4GQAAOYNBdwAAAAAACiDTNLXu/XWWNcPdUIs/tHA4EQAAAJB31epfS50+7GRbv3nipqb0mqKk2CQHUwEA7sU0Tc0eOVun1pyy7SlUoZBGrhipoNJBDiYDABRk5VqXU9f/drWtn9t8Tgt+u0CmaTqYCgCAnMGgOwAAAAAABdDJlSd1fut5y1qd8DoKqRjicCIAAAAgb2vxhxZ66JmHbOvnNp/TrOGzZLoYRgGA3GLf1H06MOOAbT24XLBGrhyp4HLBDqYCAEBq/FRjNXyioW1955id2va/bQ4mAgAgZzDoDgAAAABAAWS3mrsktXqllYNJAAAAgPzBMAx1/aSrqnarattzYOYBff/y9w6mAgDYib0Wq0XPLbKtB5YO1IgVI1SoQiHnQgEA8BPDMNTt024q07yMbc/i5xenuysJAAD5AYPuAAAAAAAUMBd2XNDx749b1qp2q6oS9Uo4nAgAAADIH9w83NQvop9CG4Ta9mz810Zt/Xyrg6kAAFaWvrRUsVdiLWsBJQM0cuVIFa5c2OFUAAD8wsPbQwNnDFRAaIBl3ZXs0rQB03TrzC2HkwEA4BwG3QEAAAAAKGDW/2O9bY3V3AEAAIAH4x3orcHzByuwdKBtz6LnFunwgsMOpgIA3O3okqPaNX6XZc1wNzRk/hAVqVrE4VQAAPxaYKlADZw5UG6e1mN+ty/f1tS+U5UUl+RwMgAAnMGgOwAAAAAABci1I9e0f/p+y1qZFmVUrk05hxMBAAAA+U9Q6SANXThUXoFelnXTZWp6+HRd2HHB4WQAgMSYRM1/ar5tvdXLrVSyUUkHEwEAkL6yLcqq22fdbOvnt53XgmcWyDRNB1MBAOAMBt0BAAAAAChANvxzg0yX9YvdrV9tLcMwHE4EAAAA5E8l6pXQgGkDZLhb/xs76XaSJveYrFtnbjmcDAAKthX/t0K3Tll/7y1SrYgefuNhhxMBAHBvjX/TWI2fbmxb3/XdLm357xYHEwEA4AwG3QEAAAAAKCCiL0Rr1zjrbbmL1Sqmaj2qOZwIAAAAyN+qPFpF3T/vbluPuRCjyd0nKyEqwcFUAFBwnd18Vps/3mxb7/l1T3n4eDiYCACAjOv6cVeVbVXWtr7kpSU6ueqkc4EAAHAAg+4AAAAAABQQmz/erJTEFMtay5dbynBjNXcAAAAgqzV+srFavdLKtn55z2VND58uV7LLwVQAUPCkJKZo3hPzJOuN7tT46cYq37a8s6EAAMgEdy93DZw+UIGlAy3rZoqpaQOm6eapm84GAwAgGzHoDgAAAABAARB/K17b/rfNshZUNkh1B9d1OBEAAABQcHT8W0fVHljbtn508VEten6RTNNm+hIA8MDWvb9Ol/detqwFlg5Up390cjgRAACZFxAaoPCZ4XL3cresx16NVWSfSCXFJjmcDACA7MGgOwAAAAAABcC2/21TQlSCZa3FH1rYvigOAAAA4MEZboZ6f9dbZVuWte3Z9vk2bf54s4OpAKDguLL/ita8u8a23v1/3eUd5O1gIgAA7l/ppqXV/YvutvWLP1zUvCfncSMtACBfYNAdAAAAAIB8Ljk+WZv+s8my5lvYV42eaORwIgAAAKDg8fDx0KA5gxRSOcS2Z8lLS3Ro7iEHUwFA/udKcWnuE3PlSnJZ1muH11b1ntUdTgUAwINp+FhDNfldE9v6nkl7tOkj6/cFAADISxh0BwAAAAAgn9v53U7dvnTbstb0uaby8vdyOBEAAABQMPkV9dOQBUPkE+Jj3WBKMwbP0IUdF5wNBgD52NbPt+rsxrOWNd/Cvur6SVeHEwEAkDUe/fejKt+2vG39+z99r+PLjjuYCACArMegOwAAAAAA+dz2L7Zbnvf081TT3zV1OA0AAABQsBWtXlThM8Pl5mn9Nl1SbJKm9JyiqLNRDicDgPzn5qmbWv7actv6ox89Kv/i/g4mAgAg67h7umvAtAEKKhNkWTddpqaHT9eN4zccTgYAQNZh0B0AAAAAgHzs6qGrurjzomWt0W8aya+on8OJAAAAAFRoV0E9v+5pW48+H60pPacoMSbRwVQAkL+YpqkFTy9Q0u0ky3rlzpVVb3g9h1MBAJC1/Iv7K3x2uDx8PCzrcdfjFNE7gp8tAAB5FoPuAAAAAADkY/si99nWmj3fzMEkAAAAAO7WYGQDtXm9jW394s6LmjF4hlwpLgdTAUD+sWfSHh1dfNSy5unnqR5f9pBhGA6nAgAg65VqXEo9vuphW7+857LmPDZHpmk6mAoAgKzBoDsAAAAAAPmUaZraG7HXslamRRmFVAxxOBEAAACAu7V/p71qh9e2rR+ef1hLXlriYCIAyB9uX7mtxS8stq13eK+DClUo5FwgAACyWf3h9dX8xea29f3T92vd++scTAQAQNZg0B0AAAAAgHzq8t7LunrgqmWtzqA6DqcBAAAAkJbhZihsbJjKNC9j27Plky3a8ukWB1MBQN635IUlirsWZ1kr3ay0mj7X1OFEAABkv04fdFLFDhVt6yteX6EjC484mAgAgAfHoDsAAAAAAPmU3WruMqRa/Ws5GwYAAACAJU9fTw2aM0iFKhay7Vn8/GIGUgAggw4vOKw9k/dY1tw83dTrm15yc2dUAgCQ/7h5uKl/ZH/7XUtMacaQGbp2+JqjuQAAeBD89AYAAAAAQD5kmqb2ReyzrFV4uIICSwU6nAgAAACAHf/i/hqyYIi8g70t66bL1PTw6bq466LDyQAgb0mITtCCZxbY1lu/1lrF6xR3MBEAAM7yK+qn8Nnh8vTztKwn3EpQRO8IJUQlOJwMAID7w6B7LmAYRkXDMPoYhvGsYRivGIYxwjCMhw3DsP4Xh3O5ChuG0dkwjKd+yvWqYRjPGIbR0zCM0JzMBgAAAABI34XtF3Tj+A3LWu3w2g6nAQAAAHAvxWoW08AZA+XmYf32XWJMoqb0mKLo89EOJwOAvGP5a8sVdSbKsla0ZlG1+XMbhxMBAOC80PqhChsbZlu/euCqZg2fJdNlOpgKAID7w6B7DjIMo79hGBskHZc0U9Knkt6X9J2kVZIuGobxuWEYRR3MZBiGMcgwjLWSrklaIumLn3L9XdLnkuZKumAYxg7DMJ40DMPDqXwAAAAAgIzZG7HX8rzhbqhmv5oOpwEAAACQEZU6VlL3L7rb1qPORmlKzylKvJ3oYCoAyBtOrz+trZ9vtS4aUq9ve8nDm7e2AQAFQ+2BtdXq1Va29UNzD2n1O6sdTAQAwP1h0D0HGIYRYBjGFEnTJLVIp7WwpGck7TUM41EHcoVKWi5piqTWGbikoaQvJW0yDKNKdmYDAAAAAGSc6TK1b+o+y1qljpXkX8zf4UQAAAAAMqrR6EZq9Yr9QMqFHRc0c+hMuVJcDqYCgNwtOT5Z856YJ9ksTNv0d01VtkVZZ0MBAJDDOrzbQVW62o90rX57tQ7OPuhgIgAAMo9Bd4cZhuEuKVLSoDSlK5KW6sfh9x1K/SN4CUlzDMPIyPD5/eYqJmmlpPZpSkmStvyUK1LSeknxaXoaS1ppGEb57MoHAAAAAMi4MxvP2G7TXXtQbYfTAAAAAMisjn/rmO5OTIfmHNL3L3/vYCIAyN3WvLdGVw9etawFlwtWx791dDgRAAA5z83dTf0m91PhqoVte2YNn6XL+y47mAoAgMxh0N1570vqdtdxkqTnJJUxTfNR0zQHmqbZWFIdSRvv6vOWNNswjJLZlOs/kmqkOffFT7ma/ZRrkGmarSWV/OnXcfdSIWX04+ruAAAAAIActi/SejV3N0831eid9kc/AAAAALmN4Waoz/g+Kt20tG3Ppn9v0rYvtjmYCgByp0u7L2n9++tt6z2+7CGvAC8HEwEAkHv4FPLRoNmDbP8uTIxJVGTvSMXdiHM4GQAAGcOgu4MMw6gk6fk0pweYpvmpaZqJd580TXO/pI5KPexeRNKb2ZCrgqQhaU7/3TTNZ0zT/NUte6Zp3jRN8zX9+tfyqGEYzbI6HwAAAAAg41wpLu2ftt+yVqVLFfmG+DqcCAAAAMD98PTz1KA5gxRcLti2Z+HvFurokqMOpgKA3MWV4tLcJ+bKleyyrNcbVk9VulRxOBUAALlLsVrF1GdCH9v69aPXNXPITLlSrP8+BQAgJzHo7qw3JXnedTzONM05ds2macZJGiXp7iH40T8NzGelnmmOL0l6OwPXfSZp9z0eCwAAAADgoFNrTinmYoxlrc6gOg6nAQAAAPAgAkIDNGTBEHkHeVvWzRRT0wZM0+W9v1q3CAAKhM0fb9b5recta35F/fToR486nAgAgNypRu8aevjNh23rRxcf1Yq/rHAwEQAAGcOgu0MMw/CV1D/N6X/c6zrTNA9Lmn3XKQ/9evX1B5V2cH6paZoJ97rINE1T0rw0p6tmWSoAAAAAQKbtjdhred7Dx0PVelZzOA0AAACAB1W8TnENmDZAhrthWU+MTtTk7pNtb3gFgPzqxvEb6Q7kdfmki/yK+jmYCACA3O3hNx5W9bDqtvX176/X3kjr9xgAAMgpDLo751FJd/8UvdE0zYMZvHZsmuO+WRPpDv80x2czce2ZNMchD5gFAAAAAHCfUpJSdGDGActatR7V5B1ovQokAAAAgNytcufK6vZZN9v6rdO3NKXXFCXFJjmYCgByjmmamv/UfCXHJVvWq3avys52AACkYbgZ6jO+j4rWLGrbM+exObq466KDqQAASB+D7s7pkuZ4VSauXSvp7p/QGxqGUeKBE/0i7b9OfDJxbdre6w+YBQAAAABwn04sP6G4a3GWtdrhtR1OAwAAACArPfTUQ2rxhxa29fNbz2vWiFkyXaaDqQAgZ+z6bpeOLztuWfMK8FL3z7vLMKx3wgAAoCDzDvLWoNmD5B1svTBOclyyIntHKvZqrMPJAACwxqC7c9LeLr4xoxeapnlb0p40p7NyQmFtmuNGmbi2cZrjrQ+YBQAAAABwn/ZF7rM87xXgpardqjqcBgAAAEBWe+Qfj6h6WHXb+oEZB7T8z8sdTAQAzou5FKMlLy2xrXd8v6OCywU7mAgAgLylSLUi6je5n2RzT9jNkzc1PXy6XMkuZ4MBAGCBQXfn1ExzfDST1x9Lc1zrAbKktVzSobuO2xiGUe9eFxmGUVpSv7tOJUmakoW5AAAAAAAZlJyQrAOzDljWqveqLk8/T4cTAQAAAMhqbu5u6jupr0o2Lmnbs/4f67Xjmx0OpgIAZy16bpHib8Rb1sq2KqsmzzRxOBEAAHlP1W5V1fFvHW3rJ1ac0NI/LXUwEQAA1hh0d4BhGIUlFU5z+nQmHyZtf5YtxWeapkvS45ISfjrlJmm6YRgV7K4xDKOEpNmS/O46/a5pmuezKhcAAAAAIOOOLTmmhFsJlrXag7JyUzAAAAAAOcnL30uD5w5WUJkg254FzyzQ8eXHHUwFAM44OOeg9k/bb1lz93JXr296yXCzWZ4WAACk0uqVVqo1wH6t1c3/2axd43c5mAgAgF9j0N0ZhdIcx5qmeTuTj3E5zXGW7rVmmuYGST0kXfnpVFVJuw3D+MgwjEcNw6hhGEZ1wzA6GobxN0n7JD1010N8KemvWZkJAAAAAJBxeyP2Wp73DvZW5c6VHU4DAAAAIDsFlgrUkAVD5BXgZVl3Jbs0td9UXdl/xbIOAHlR/K14LfztQtt62/9rq6I1ijqYCACAvM0wDIWNDVOJeiVse+Y9OU/nt7HuKQAg5zDo7oyANMdx9/EYaa8JvM8stkzTXCappqR3JZ346TlekLRY0gFJByUtk/SapCI/XXZQ0kDTNJ82TdPMyjyGYRQ3DKN2Zj4kMb0BAAAAoMBJik3SobmHLGs1+9aUh7eHw4kAAAAAZLcS9Uqof2R/25WLE24laHL3ybp9ObNrLwFA7vT9y98r+ny0Za143eJq9XIrhxMBAJD3efl7KXx2uHwL+1rWUxJSFNknUjGXYhxOBgDAjxh0d0baQff4+3iMtIPuaR8zq/w8/WC9331qGyT9XtL0bMryW0l7M/kxJ5uyAAAAAECudXjBYSXdTrKs1Q6v7XAaAAAAAE6p2q2qunzSxbZ+8+RNRYRFKCnO+ucFAMgrTq4+qR1f7bCsGW6Gen3bS+5e7g6nAgAgfwipGKL+U+1voo06G6Vp/acpJTHF4WQAADDonlPuZ+XzLF0t3YphGL+RdEzSXyTVyMAlLSUtlbTbMAxujwcAAACAHLIvcp/leb+ifqrYoaLDaQAAAAA4qemzTdXs+Wa29bObzmrOY3NkurL9rSYAyBZJcUma98Q823qzF5qpdJPSDiYCACD/qdSxkjr9s5Nt/fS601r8wmIHEwEA8CMG3Z2Rdu8W671e0pf2mizdD8YwjNclfSXJ/67T2yQ9LqnqT+d9JVWUNFjSyrv66khabRjGyKzMBAAAAAC4t4ToBB1ZcMSyVrNfTbl7spoZAAAAkN91/ldnVetRzba+L3KfVr6x0rYOALnZ6rdX6/rR65a1QhULqf077R1OBABA/tT8heaqN6yebX3b/7Zp+9fbHUwEAACD7k7J1YPuhmF0kPTXNKffktTUNM2xpmkeNU0z1jTNeNM0T5qmGWGaZgdJT+mXlebdJX2bxSu7f64fh+gz8xGWhc8PAAAAALneobmHlByfbFmrM6iOw2kAAAAA5AQ3dzf1m9JPoQ1CbXvWvrdWO8ftdC4UAGSBCzsuaMM/N9jWe37VU17+Xg4mAgAg/zIMQz2+6qGSjUva9ix8dqHObDjjYCoAQEHHoLszbqU59jMMw9+y017xNMc37z/Or7wnybjr+DvTNN82TTPdPSxN0/zqp2t/5i7p46wKZZrmZdM092XmQ9KxrHp+AAAAAMgL9kXsszwfEBqgcm3KOZwGAAAAQE7xCvDS4HmDFVgq0LZn3pPzdHLVSedCAcADcCW7NPeJuTJTrN+2bvBYA1V6pJLDqQAAyN88fT0VPitcfsX8LOuuJJem9puq6PPRDicDABRUDLo7wDTNa5JupDmd2WmD8mmOrfelzyTDMEpLap7m9NuZeIj3JcXdddzYMAz7PWwAAAAAAFkm7kacji45almrNbCW3Nz5sR8AAAAoSILKBGnw/MHy9Pe0rLuSXIrsG6mrh646nAwAMm/LZ1t08YeLljX/Ev7q/K/ODicCAKBgCC4brIHTB8rNw/o9hpiLMYrsG2m72ywAAFmJd7ydcyDNcZVMXp/2VvS0j3e/GqQ5Pm6a5omMXmya5m1Jm9KcbvagoQAAAAAA93Zw1kG5klyWtTrhdRxOAwAAACA3KNmwpPpN6SfDzbCsx9+I1+TukxV7NdbhZACQcSmJKdrwwQbberdPu8k3xNfBRAAAFCzl25ZXl4+72NbPbT6nBc8ukGla77wCAEBWYdDdOXvTHLfI6IWGYfhLSrtKetrHu1+F0hxb3xKfvrTXFL2/KAAAAACAzNgXuc/yfHC5YJVpXsbhNAAAAAByi+o9q6vzv+1XOr5x7IYiekewAiOAXGvP5D2KPh9tWaseVl01+9V0OBEAAAXPQ888pIZPNLSt7xyzU1s/2+pgIgBAQcSgu3MWpzlul4lr20jyuOv4B9M0Lz1woh/dTHPsfx+PEZDmOOb+ogAAAAAAMur2lds6vvy4Za3WwFq2qzcCAAAAKBia/b6ZmjzbxLZ+Zv0ZzR09lxUYAeQ6pmlqwz+tV3P38PVQt8+6yTB43QMAgOxmGIa6fdot3YV1Fr+wWCdWnnAwFQCgoGHQ3TlLJMXdddzCMIwaGbx2VJrjWVmS6Efn0xxXNwzDL5OP0SjN8f2sCg8AAAAAyIQDMw7ITLEeSKkzqI7DaQAAAADkNoZhqMt/uqhK1yq2PXsm79Hqt1c7mAoA7u3ooqO6su+KZa3BYw0UVDrI4UQAABRcHt4eGjhjoAJKpl0H9UdmiqlpA6bpxokbDicDABQUDLo7xDTNWEnT05x+5V7XGYZRTVKfu04lS5qchdF2S7r7Xxo+koZn9GLDMHpIKp3m9LosyAUAAAAASMfeiL2W50Mqh6hko5IOpwEAAACQG7l5uKl/RH8Vr1vctmf126u1e+JuB1MBQPo2fGi9mrsMqcWLLZwNAwAAFFgqUOEzw+Xu5W5Zj7sWp4iwCCXGJDqcDABQEDDo7qz/Z+/Ow6ss7/yPf+6sJIGwL4ksCbIKKgqioKiggoDsawLuttpql1/HTmc6Tju2M9N2amtbW7u4oCJhl31RAUURUAFR2RUCCAkQ9iV7zv37A6wxPk+AkNxnyft1Xbngeb7fc86nvXpVk3zOff5LUkm56/uMMUP9lo0xdSRNkhRX7vYL1tqdlb2IMcZW+LrVb9daW6ZvFvB/bYw57/F/xpjWkv5W4fZ71trc8z0WAAAAAFB1p3JOac87ezxnXcd35eO7AQAAAPxTfHK8Mhdmqm4L7xMYJWn+g/O1513v7zEAwKWcdTna/fZuz1nnkZ3VqF0jt4EAAIAkqeUNLTX4r4N954c+PaQ598yRDXh/Ei0AAFVF0d0ha+0uSX+scHuWMeYxY0z5MruMMZ0lLZfUu9ztI5KerIFov5BUUO66gaTV53IlVlw2xsQZY+6VtF7fPM3932sgHwAAAACgnM0zN0s+PyvuMq6L2zAAAAAAQl791vWVsSBDMQkxnvOy4jJNHz5dRz474jgZAHyd72nuknr/uLfvDAAA1LxrHrhGPb/X03e+bc42rfzFSoeJAAC1AUV39/5N0pJy17GSnpH0hTFmiTFmhjFmnaTN+nrJvVjSiJo4Ld1au0/SBEll5W7XO5frsDHmXWPMdGPMVGPMWzpbuH9JUpMKT/Uf1tp3qzsfAAAAAODrNk/f7Hm/6RVN1axrM8dpAAAAAISD1B6pGpU1SvL5AKiCowXKGpyl/CP5boMBwDnHdh3TlllbPGet+7RWy+tbOk4EAAAq6v+7/krvl+47X/nkSm2Z7f3PcwAAqoKiu2PW2jJJYyVNrzBqJulOSWMkddfXf8x4SNKwmiyRW2vnSBom6WCFUYKkm3Q283hJt0qq+NmWZyR9z1r7vzWVDwAAAABw1vE9x7VvzT7PWZdxXWSMT2sFAAAAQK3XaXgn3fHbO3znRz87qhkjZ6i0qNRhKgA4a83Ta2QD3h9hx2nuAACEhujYaI2eMVoN2zb03Zl7z1wd/KRiBQ0AgKqh6B4E1trT1trxOltqX1vJ6lFJf5XU1Vq71EGuRZKukPRTSTsv4CEHJT0lqYu19s81mQ0AAAAAcNbmGd6nuUtni+4AAAAAUJleP+ql7g93953veWePFnxrgaz1LpsCQE3IP5KvjS9u9Jw16dREHQZ3cBsIAAD4SmycqPHzxiuubpznvCS/RNOGTVP+YT4tCgBw6WKCHaA2s9bOkjTLGJMu6VpJqZKSJB2QtEfSe9ba4io8b5WP77PWHpX0K0m/Msa01NnT5VMkNdDZU+ZPSMqT9JG19vOqvg4AAAAAoGo2T/Muurfo1kJNOjZxnAYAAABAuDHGaOAzA3U8+7h2vuF97tEnkz9Ro/aNdMt/3uI4HYDa6sNnP1RJfonnrNfjvWSi+AQ7AABCSbOuzTTi1RGaPny65/z47uOaOWamJr4xUdGx0Y7TAQAiCUX3EGCtzZaUHewcFVlr90naF+wcAAAAAICzjnx2RLkbcj1nXcZzmjsAAACACxMdG63RM0brxRtfVN7mPM+dt3/2thq1a6QrM650nA5AbVNSUKIPnvnAc1a3RV1dNfEqx4kAAMCF6DSsk279xa16+2dve853v71bS3+4VIP/MthtMABARIkKdgAAAAAAAHBhNk/3Ps1dkrqMpegOAAAA4MLVqV9HmQszldQsyXdn3n3ztPe9vQ5TAaiNPn7lY+Xn5XvOen6/p2LiOb8PAIBQdfMTN+uK0Vf4ztc9u07r/7HeYSIAQKSh6A4AAAAAQJjwK7pfdv1lapje0HEaAAAAAOGuQVoDjZ8/XjF1vEukZcVlmj58uo7uPOo4GYDawgas1vxujecsNilWPR7p4TgRAAC4GMYYDXtpmJpf3dx3Z/Gji7Xn3T0OUwEAIglFdwAAAAAAwsChTYd0aNMhz1mXcZzmDgAAAKBqWl7fUiMmj/Cd5x/OV9bgLBUcK3CYCkBtsX3+dh39zPvNNNd+61olNExwnAgAAFysuKQ4jZ83XolNEj3ngdKAZoyaoeN7jrsNBgCICBTdAQAAAAAIA5umb/IeGKnLWIruAAAAAKruitFX6LZf3+Y7P7L9iGaMmqGy4jKHqQDUBqt/u9rzvok2uuGHNzhOAwAAqqpBmwYaO3usomK864j5efmaPny6is8UO04GAAh3FN0BAAAAAAhx1lptnr7Zc9b6ptZKvizZcSIAAAAAkebGf71R1zx4je9891u7tfCRhbLWOkwFIJJ9sfoLfbH6C89Z13Fd1aBNA7eBAADAJWlzcxsNfGag7/zAxgOa/8B8vqcAAFwUiu4AAAAAAIS4Ax8d8P0Y767juzpOAwAAACASGWM0+K+DlX5buu/OxkkbterXqxymAhDJ/E5zl6TeP+7tMAkAAKguPR7poe6PdPedb56xWat+xfcUAIALR9EdAAAAAIAQt2n6Js/7Jsqo86jOjtMAAAAAiFTRsdEaO2usmnRu4ruz4qcrtHmG9ydOAcCFOrLjiLbN2+Y5a3t7W7Xo1sJxIgAAUF0G/nGg2tzcxne+4okV2r5gu8NEAIBwRtEdAAAAAIAQZq3V5uneJZL0fumq27yu40QAAAAAIlmdBnWUuShTiU0TfXfm3DNH+9buc5gKQKRZ/bvVkvWecZo7AADhLTouWmNmjVH91vW9F6z02oTXlLclz20wAEBYougOAAAAAEAI2//+fp3Yc8Jz1mVcF8dpAAAAANQGDdMbavy88YqOj/aclxWVaerQqTqWfcxxMgCR4PTB0/r45Y89Z82vbq62d7R1nAgAAFS33mMS5gAAxJ1JREFUpKZJGj9vvGITYz3nxaeKNXXoVBUcLXCcDAAQbii6AwAAAAAQwjZN2+R5PyomSp1HdnacBgAAAEBt0apXKw1/ebjvPD8vX1PvmqrC44XuQgGICB/8+QOVFZV5zno/3lvGGMeJAABATWjRrYWGvTTMd35s5zHNGjdLgdKAw1QAgHBD0R0AAAAAgBAVKAto84zNnrPL+1+uhEYJjhMBAAAAqE26juuqvv/d13eetyVPM8fMVFmJd2EVACoqPlOsdc+u85wlt0rm0+sAAIgwXcZ0UZ8n+vjOdy3bpTd+/IbDRACAcEPRHQAAAACAELV31V6dzj3tOesynl/8AgAAAKh5fX7aR1ffe7XvfNeyXVr86GJZax2mAhCuPnrxIxUcLfCc3fDDGxQdG+04EQAAqGl9n+yrjsM6+s7f/8P72vjSRneBAABhhaI7AAAAAAAhavN079Pco+Oj1WlYJ8dpAAAAANRGxhgN+ccQpd2a5ruz4bkNWv3UanehAISlQGlAa3+/1nMWnxyvax+61nEiAADggokyGjF5hJp2aeq7s/DhhfpizRcOUwEAwgVFdwAAAAAAQlCgNKAts7Z4ztoPaq/45HjHiQAAAADUVtFx0Ro7e6wad2jsu7PsJ8u09bWtDlMBCDdbZm/R8d3HPWfdH+nOzzoAAIhg8fXiNX7eeCU0SvCclxWXacbIGTq5/6TjZACAUEfRHQAAAACAEJT9Vrby8/I9Z13GdXGcBgAAAEBtl9AoQZmLM5XQ2LuYIiu9NvE17f9gv9tgAMKCtVarf+v9yQ9RsVG64Qc3OE4EAABca3R5I42eMVom2njOTx84renDp6ukoMRxMgBAKKPoDgAAAABACNo0bZPn/djEWHW4q4PjNAAAAABwtpgyfu54RcdFe85LC0o1dchUHcs+5jgZgFC3++3dyl2f6zm7asJVqpdaz3EiAAAQDG1va6sBvx/gO89Zl6MF31oga63DVACAUEbRHQAAAACAEFNWXKZtr23znHUc2lFxSXGOEwEAAADAWa1vaq1hk4b5zs8cOqOswVkqOFbgMBWAUOd3mrsk9Xq8l8MkAAAg2Hp+r6e6PdDNd/7plE+1+in/f3cAANQuFN0BAAAAAAgxO9/YqcLjhZ6zLuO6OE4DAAAAAF93ZeaVuvXJW33nh7ce1oxRM1RWXOYsE4DQdWjTIX2+5HPPWftB7dWsSzPHiQAAQDAZYzT42cFq1buV786ynyzTZ0s+c5gKABCqKLoDAAAAABBiNk/f7Hk/Pjle7e5s5zgNAAAAAHzTzf95s666+yrf+e63dmvBtxfIWuswFYBQVNmJrL1/3NthEgAAECpi4mM0dvZYJbdM9l6w0uyM2Tq8/bDbYACAkEPRHQAAAACAEFJSUKJtc7d5zjoN76SYOjGOEwEAAADANxljNOS5IWpzSxvfnY9f/ljv/Pc7DlMBCDUn95/Up1mfes5Se6RW+v8hAAAgstVtUVfj5o7z/b1H0YkiTRs6zfcTcAEAtQNFdwAAAAAAQsjnSz5X8eliz1mX8V0cpwEAAAAAfzHxMRo3Z5yadGriu/P2z97WJ69+4jAVgFDy/h/fV6Ak4Dnr/ePeMsY4TgQAAEJJavdUDX1xqO/8yI4jmp0xW4Ey73+fAABEPoruAAAAAACEkE3TNnneT2iUoLa3t3WcBgAAAAAql9AwQZmLMpXYNNF3Z94D87R75W53oQCEhKKTRVr/9/WeswbpDdR5ZGfHiQAAQCi6MuNK3fiTG33nny/9XMt+ssxhIgBAKKHoDgAAAABAiCg+XawdC3d4zjqP6qzo2GjHiQAAAADg/Bq2baiMBRmKqRPjOQ+UBDR9xHQd3n7YcTIAwbT+ufUqOlnkOev1o16KiqGuAAAAzur3P/3UfnB73/ma363RR5M+cpgIABAq+M4RAAAAAIAQsX3BdpUWlHrOuozr4jgNAAAAAFy4lte31IhXR0jGe154rFBZg7J0Ju+M22AAgqKspEzv/+F9z1lCowR1u7+b20AAACCkRUVHaeSUkWrSqYnvzsKHF2rPu3scpgIAhAKK7gAAAAAAhIjN0zd73k9qnqS0W9PchgEAAACAi3TFqCt0x//d4Ts/tuuYpg2dppKCEoepAATDpmmbdHLfSc/ZdY9ep7ikOMeJAABAqKtTv47Gzxuv+PrxnvNASUAzRs7QsexjjpMBAIKJojsAAAAAACGg8HihPl/yuefsitFXKCqab+EBAAAAhL5e/9JL3R/p7jvft3af5t4zVzZgHaYC4JK1Vqt/u9pzFlMnRj0f6+k4EQAACBeNOzTWmBljZKK9Pyoq/3C+pg6ZqqKTRY6TAQCChd+SAwAAAAAQArbN26ay4jLPWdfxXR2nAQAAAICqMcZo0DOD1G5gO9+dLbO2aNm/L3OYCoBLO9/YqUOfHvKcXX3v1UpqluQ4EQAACCeX979cA54e4DvP25yn2ZmzFSgLOEwFAAgWiu4AAAAAAISAzdM2e96vd1k9terdynEaAAAAAKi6qJgojZ4+Ws2vbu67s/r/Vmvd39c5TAXAFb/T3GXOfuoDAADA+fR8rGelnxT12aLPtOwnvHkWAGoDiu4AAAAAAARZ/uF87Vq2y3PWZVwXmSjvj+gEAAAAgFAVXy9emQszVe+yer47ix9drM+Xfu4wFYCalrshV9nLsz1nnYZ3UuP2jR0nAgAA4cgYo4F/Gqj0fum+O2t+t0YfTfrIYSoAQDBQdAcAAAAAIMi2vrZVgVLvj9jsOq6r4zQAAAAAUD2SWyYrc1Gm4urGec5tmdXMMTN14OMDjpMBqCmrn/I5zV1S7x/3dpgEAACEu+jYaI2ZOUaN2jXy3Vn48ELteXePw1QAANcougMAAAAAEGSbp2/2vN8gvYFSr0t1nAYAAAAAqk+Lq1to9IzRMtHen1RVfLpYWYOzdHL/ScfJAFS343uOa/MM759xtLqxlVr1auU4EQAACHcJjRKUsSBD8fXjPeeBkoBmjJyhY9nHHCcDALhC0R0AAAAAgCA6feC0dr+923PWZVwXGeNdBgEAAACAcNF+YHsN+vMg3/mp/ac09a6pKjpV5DAVgOq29um1smXWc9b7cU5zBwAAVdOkUxONmTHG982z+YfzNXXIVBWd5PsJAIhEFN0BAAAAAAiiLbO2yAa8fwncdXxXx2kAAAAAoGb0eKSHej3ey3d+YOMBzR4/W4HSgMNUAKpLwbECbXh+g+escYfG6ji0o+NEAAAgklze/3INeHqA7zxvc55mZ85WoIzvJwAg0lB0BwAAAAAgiDZN2+R5v3HHxmp+VXPHaQAAAACg5tzxmzvUeVRn3/lniz/Tku8vkbXebwYGELrW/XWdSs6UeM56/UsvmSg+sQ4AAFyano/1VPeHu/vOP1v0mZb9ZJnDRAAAFyi6AwAAAAAQJCe+OKEv3vvCc9Z1fFcZwy+BAQAAAEQOE2U0YvIIXXb9Zb476/66Tmt+v8ZhKgCXqrSwVO//6X3PWVKzJF19z9WOEwEAgEhkjNHAZwYqvV+6786a363RR5M+cpgKAFDTKLoDAAAAABAk2+Zu8511GdfFYRIAAAAAcCM2IVYZ8zPUIL2B786bP35TW2ZvcRcKwCX55NVPdObgGc9Zz+/1VEydGMeJAABApIqOjdaYmWPUqF0j352FDy/Unnf3OEwFAKhJFN0BAAAAAAiS7OXZnvebX9VcTTs3dZwGAAAAANxIapakCYsnqE6DOt4LVpozcY72vb/PbTAAF80GrFY/tdpzFpsYqx7f6eE4EQAAiHQJjRKUsSBD8fXjPeeBkoBmjJyhY9nHHCcDANQEiu4AAAAAAARBoCyg3W/v9px1GNLBbRgAAAAAcKxJpyYaN3ecomK9f11ZWliqqUOmUk4BqshaK2ttjb/OjoU7dGT7Ec/ZNQ9eo8TGiTWeAQAA1D5NOjXRmBljZKKM5zz/cL6mDpmqopNFjpMBAKobnxEGAAAAAEAQHPjogIpOeP+ANf22dMdpAAAAAMC9tFvSNOzFYZpz9xzPeX5evrIGZemB1Q8ooWGC43RAcFhrVVpYqqITRSo6efar8EThP/9e8X7xyWLfeVRslBq1a6QmnZqoccfGatKpydmvjk0Un+x9AurFWv1b79PcTZTRDf/vhmp5DQAAAC+X979cA/4wQEu/v9Rznrc5T7MzZ2v8vPGKiuY8YAAIVxTdAQAAAAAIgl3Ld3nej6kTo1a9WjlOAwAAAADBcdXEq3R051Gt/K+VnvPD2w5rxqgZmrh0oqLjoh2nA6rX8T3HtWPhDuVtyVPRcf8ie6A0UC2vV1ZUprzNecrbnPeNWd2Uup4F+Pqt6/uejFrRvrX7tHfVXs/ZFWOuUMP0hpeUHwAA4Hx6PtZTeZvztP7v6z3nny36TMt+skz9n+rvOBkAoLpQdAcAAAAAIAh2r9jteb/Vja0UU4dv1wEAAADUHrf87BYd33VcH7/ysed891u7teBbCzTspWEy5sIKuEAosNYqb3Oets7Zqm1ztunARweCHemfTuee1unc09r91u6v3Y9JiFHjDo2/UYJv3KGx4pLivra7+inv09wlqfePe9dEbAAAgK8xxmjgMwN1ZMeRb/x7zZfW/G6NmnZpqmvuv8ZtOABAteA35wAAAAAAOFZWXKY97+7xnKX3S3ecBgAAAACCyxijIc8N0Ym9J7T77d2eOx+/8rEatG2gW39+q9NswMWyAat9a/dp29xt2jZnm45+fjTYkS5KaUGpDn58UAc/PviNWXKr5H8W4Ou3qq+tr231fI60vmlK7Z5a01EBAAAkSdGx0Rozc4yev/55Hdt5zHNn4cML1ahdI7Xp08ZxOgDApaLoDgAAAACAY/vW7lNpQannjKI7AAAAgNooOi5aY18bqxd7v6jD2w577qz8r5Vq2Lahrr77asfpgMqVFZcp+61sbZuzTdvnbdfpA6eDHalGnPzipE5+cVK73txV6R6nuQMAANcSGycqc2Gmnr/heRWdKPrGPFAS0IyRM/TQBw+pYXrDICQEAFRVVLADAAAAAABQ22SvyPa8H1cvTqk9OPEMAAAAQO2U0DBBmYsyldg00Xdn/oPzfU99B1wqPl2sLbO26LUJr+m3zX6rKXdO0fq/r4/YkvuFata1mdrd2S7YMQAAQC3UpFMTjZkxRibKeM7zD+dr6pCpKjr5zSI8ACB0caI7AAAAAACO+RXd025JU1QM70kHAAAAUHs1bNtQGQsy9PKtL6u08JufhBUoCWj6iOl64L0H1PSKpkFIiNos/3C+ti/Yrm1ztmnXm7s8/zdaU+LqxSk+OV516tdRfHK84uvHn/2zwt//OU+OV8HRAh3eflhHth3R4W2HdWTHEZXkl9Rozl6P95Ix3uUyAACAmnZ5/8s14OkBWvqDpZ7zvM15mp05W+PnjVdUNL+PAYBwQNEdAAAAAACHis8Ua9/afZ6ztH5pbsMAAAAAQAhqeX1LjXh1hGaOmSnZb84LjxdqysApenDNg6qXWs99QNQqJ/ae0La527RtzjbteWePbMDjf5QXqcU1LdSiW4vKi+rli+z14n1PJr0YNmB1ct9JHd52WIe3Hz5bfj9Xgj+Vc+qSn7/eZfV0ZcaVl/w8AAAAl6Ln93oqb0ue1v99vef8s0WfadlPlqn/U/0dJwMAVAVFdwAAAAAAHNq7aq8CJQHPWXq/dMdpAAAAACA0XTHqCt3x2zv05uNves5P7D2hrMFZuu+d+xRfL95xOkQya60Obz2srXO2atucbcpdn3vJz2mijFrf1FqdRnRSp+Gd1CCtwaUHrWKO+q3rq37r+rq8/+VfmxWdLNKRHUf+WYL/5ynwnx1RWVHZBT3/zf95s6LjomsiOgAAwAUzxmjgMwN1ZMcR7X5rt+fOmt+tUdMuTXXN/de4DQcAuGgU3QEAAAAAcCh7Rbbn/cQmiWp+ZXPHaQAAAAAgdPX6US8d23lM6/66znN+YOMBzRw9UxkLMxQdS7kWlyZvS54+fuVjbZuzTUd2HLnk54uOi1bbO9qq04hO6ji0o5KaJlVDypoTnxyv1B6pSu2R+rX7gbKATuw54XkK/JlDZyRJUbFR6vWjXur+7e7BiA4AAPAN0bHRGjNzjJ6//nkd23nMc2fhwwvVqF0jtenTxnE6AMDFoOgOAAAAAIBDu1fs9ryf1jetWj6GHAAAAAAihTFGA/80UCe/OKkdC3d47ux8Y6cWPrxQQ18YKmP4ngoXr/BEoZb/+3LfN1RcjLh6ceowuIM6jeikdgPbRcSnDURFR6lh24Zq2Lah2g9q/7VZwbEC5eflK7FpohIaJgQpIQAAgLfExonKWJChF254QUUni74xD5QENGPkDD30wUNqmN4wCAkBABeCojsAAAAAAI4UHCtQzvocz1l6v3THaQAAAAAg9EXFRGnUtFF6ue/LyvnQ+/upjZM2qn6b+rr157e6DYewZq3VtjnbtPixxTqde7rKz5PUPEkdh3VU5xGdldY3TTHxtedX8AkNEyi4AwCAkNa0c1ONnjFaWYOyZAP2G/P8w/maOmSqHlz9oOKTw/9NigAQiWrPd9kAAAAAAATZnpV7pG/+HFUSRXcAAAAA8BOXFHf2JMZeL+h49nHPnZX/tVL1W9XXNQ9c4zYcwtLJfSe1+LHF2j5ve5Ue37BtQ3Ua0UmdRnRSyxtaKio6qpoTAgAAoLq0G9BOA54eoKU/WOo5z9ucp9mZszV+3nj+vQ4AQhBFdwAAAAAAHMleke15P7llshq1b+Q4DQAAAACEj7rN62ri0ol6ofcLKjhS4Lmz4NsLVO+yemo3oJ3jdAgXgbKA1v11nZb/dLmKTxVf1GObX91cnUZ0UucRndXsymYyxtRQSgAAAFS3nt/rqUObD2nDPzZ4zj9b9JmW/WSZ+j/V33EyAMD5UHQHAAAAAMARv6J7er90fkEOAAAAAOfRuENjZczP0Cu3vaLSwtJvzG2Z1czRM3XfO/cp5ZqUICREKDv46UEt+NYC7X9//4U9wEitb2x99uT24Z3UsG3Dmg0IAACAGmOM0aA/D9LRHUe1++3dnjtrfrdGjTs0Vvdvd3cbDgBQKT5rAwAAAAAAB04fOK28zXmes7R+aW7DAAAAAECYatW7lUZOGSn5vFe4+HSxsgZn6fie405zIXSVFJRo+U+X6x/X/uOCSu4N0hrorr/fpX/J/Rfd/+796vWjXpTcAQAAIkB0bLTGzBqjhpf7/7vdou8u0s43djpMBQA4H4ruAAAAAAA4kP2W92nu0tkT3QEAAAAAF6bzyM4a8PQA3/np3NOaMnCKCo4VOEyFUJS9Ilt/u+pvWvWrVQqUBirdNVFGvR7vpe9s+o66f7u76jav6yglAAAAXElsnKiMBRmKT473nNsyq5ljZurQpkOOkwEA/FB0BwAAAADAgewV3kX3Ru0bqX6r+o7TAAAAAEB4u+EHN+iGH93gOz+89bCmj5iu0qJSh6kQKvKP5Gve/fP0ym2v6OjnR8+7n3Jtir714bfU/7f9FZcU5yAhAAAAgqVp56YaPWO0TJT3x0QVnSxS1l1ZOn3gtONkAAAvFN0BAAAAAHAge7l30Z3T3AEAAACgavr/tr+uGHOF73zPyj2ad9882YB1mArBZK3VJ1M+0V86/UUbX9p43v3YxFj1/11/PfT+Q0q5NqXmAwIAACAktBvQTgOfGeg7P7HnhKYOnaqS/BKHqQAAXii6AwAAAABQw45lH9Px7OOes/TbKLoDAAAAQFWYKKMRr4xQ65ta++5smrZJy/5tmcNUCJZj2cc0ZeAUzZk4R/mH88+73+7Odvru5u+q1496KSqGX5sDAADUNtd99zrd8P/8PyUq58MczblnDm+cBYAg4zt2AAAAAABq2O63dvvO0m5Nc5YDAAAAACJNTJ0YjZ83Xk06NfHdWf3b1frgLx84TAWXAqUBrX5qtZ7t8qx2vr7zvPtJzZI0auooZS7OVIO0BjUfEAAAACHrjt/eoY5DO/rOt87eqmX/zhtnASCYKLoDAAAAAFDDsldke95vflVzJTVNcpwGAAAAACJLQqMETVgyQUnN/b+/Wvr9pdo2b5vDVHAhZ12Onuv5nN788ZsqLSg97/41D16jR7c+qq7ju8oY4yAhAAAAQllUdJRGZo1UyrUpvjur/2+11j+33mEqAEB5FN0BAAAAAKhB1lplL/cuuqf1S3MbBgAAAAAiVIO0BspclKnYpFjPuQ1Yzc6YrX1r9zlOhppQfLpYr//odT1//fM68NGB8+437tBY9751r4Y+P1QJjRIcJAQAAEC4iEuKU8aCDCW3TPbdWfSdRdr55vk/PQgAUP0ougMAAAAAUIMObzus0wdOe87a3tbWcRoAAAAAiFyp3VM1ZsYYmWjvk7pLC0o1dchUHf38qONkqE6fLf5Mz3Z9VmufXisbsJXuRsVEqc8TffTIx48o7dY0NwEBAAAQduql1lPGwgzF1Y3znNsyq5mjZ+rQ5kOOkwEAKLoDAAAAAFCDsld4n+Zuoo3a3NzGcRoAAAAAiGztB7XX4L8O9p3nH87Xq3e+qjN5ZxymQnU4ffC0ZmfMVtbgLJ3Yc+K8+y17tdTDHz2sfr/sp5g6MQ4SAgAAIJy1uLqFRk8fLRPl/cbZopNFyhqcpdMHvQ83AgDUDIruAAAAAADUoOzl3kX31B6pik+Od5wGAAAAACJf9291V58n+vjOj+08pqlDpqokv8RhKlSVtVYbXtigv3T6izZN23Te/bh6cRr07CA9sOoBNevazEFCAAAARIr2g9rrzj/d6Ts/seeEpg2bppICvpcAAFcougMAAAAAUEMCZQHtfnu35yz9tnS3YQAAAACgFun7i766+p6rfef739+v2ZmzFSgLOEyFi1V4vFCvDnhVCx5aoMLjhefd7zyysx7d+qiu+851vidxAgAAAJXp+WhPXf+D633n+9/fr7n3zJUNWIepAKD2ougOAAAAAEANOfjxQRUe8/5FfHo/iu4AAAAAUFOMMRry3BC1vb2t7872edu19AdLZS0FlVBUeOJsyX3Xm7vOu1vvsnoaN2ecxs4eq+TLkh2kAwAAQCTr/7v+6jCkg+98y6wtWv7T5Q4TAUDtRdEdAAAAAIAasmu59y/jo+Oi1ap3K8dpAAAAAKB2iY6L1tjZY9X8qua+Ox/+5UOtfmq1w1S4EEWnijRl4BTt/2B/5YtGuu7R6/TolkfVaXgnN+EAAAAQ8aKiozQqa5RaXNPCd+e937ynDc9vcJgKAGoniu4AAAAAANSQ3St2e95v1buVYhNi3YYBAAAAgFooPjlemYszldzS/5TvZf+6TJumbXKYCpUpPl2srEFZ2rdmX6V7Tbs01QPvPaBBfx6k+OR4R+kAAABQW8TVjVPGggzVu6ye786i7yzyPfQIAFA9KLoDAAAAAFADyorLtOfdPZ6z9NvSHacBAAAAgNor+bJkZS7OrLQMPffeudq9cre7UPBUfKZYWYOztHfVXt+d6Pho9f3vvnp4w8Nq1YtPSwMAAEDNSb4sWZkLMxWb5H14UaA0oBmjZihvS57jZABQe1B0BwAAAACgBuz/cL9KzpR4ztL7UXQHAAAAAJeaX9lc4+aMU1Ss969Hy4rLNH34dAoqQVSSX6JpQ6dpzzvebxqXpPpt6uuRjx/Rzf9xs6Ljoh2mAwAAQG3VolsLjZ4+WibKeM6LThQpa3CWTh887TgZANQOFN0BAAAAAKgB2cuzPe/H1Y1T6nWpjtMAAAAAANL7pWvYpGG+88LjhZoycIpO5ZxymAqSVFpYqmnDpyl7hff30pKU3CpZ9751r5p0bOIwGQAAACB1GNxBd/7xTt/58d3HNW3YNJUUeB+ABACoOoruAAAAAADUAL9fzre5uY2iYzl1DgAAAACC4aoJV6nf//bznZ/Ye0JZg7NUdKrIYararbSoVNNHTNeuN3f57tS7rJ7uXXGvGqY3dJgMAAAA+ErPx3qq5/d7+s73v79fc++dKxuwDlMBQOSj6A4AAAAAQDUryS/RvjX7PGdp/dLchgEAAAAAfM1N/3aTuj/S3Xd+YOMBzRw9U2UlZQ5T1U5lxWWaMWqGPl/6ue9O3ZS6unfFvWrUrpHDZAAAAMA3Dfj9AHW4q4PvfMvMLVrxxAqHiQAg8lF0BwAAAACgmu19b6/Kir0LEen90h2nAQAAAACUZ4zRoGcGVVpQ2fnGTi14aIGs5TTGmlJWUqaZY2fqs0Wf+e4kNU/SvSvuVeMOjR0mAwAAALxFRUdp1NRRatGthe/Oql+t0kcvfuQwFQBENoruAAAAAABUs+wV2Z73ExolqMXV/j/8BAAAAAC4ERUTpVHTRin1ulTfnY9f+VjL/m2Zw1S1R1lJmWZnzNb2edt9dxKbJuqe5feoSacmDpMBAAAAlYurG6eMhRmqd1k9352FDy/UruW7HKYCgMhF0R0AAAAAgGq2e8Vuz/tpfdNkoozbMAAAAAAAT3FJccpYkKEG6Q18d1b/32qt/cNad6FqgUBpQHPunqOts7f67iQ0TtA9y+9Rsy7NHCYDAAAALkzyZcnKXJip2KRYz3mgNKAZo2Yob2ue42QAEHkougMAAAAAUI0KTxQqZ12O5yy9X7rjNAAAAACAytRtXlcTl05UQuME353X/9/r+nTqpw5TRa5AWUBz752rzdM3++7UaVhH9yy7R82vbO4wGQAAAHBxWnRrodHTRvsecFR0okhZg7N05tAZx8kAILJQdAcAAAAAoBrtWblHNmA9ZxTdAQAAACD0NO7QWJkLMxWTEOO7M/feudr55k6HqSJPoCyg+Q/M16dZ/m8aqNPgbMm9RbcWDpMBAAAAVdPhrg4a8PQA3/nx7OOaNnyaSgpKHKYCgMhC0R0AAAAAgGqUvSLb83691Hpq3LGx4zQAAAAAgAvR8oaWGjNzjEy092mMgZKAZoycoZz13p/ghcrZgNWCby/Qx6987LsTnxyviW9MVMq1KQ6TAQAAAJfm+u9fr57f6+k737dmn+bdN8/3kCQAQOUougMAAAAAUI38iu7p/dJljHdhAgAAAAAQfB0Gd9CQ54b4zotPFytrUJaO7jzqMFX4swGrhY8s1MYXN/ruxNWL08TXJ+qy6y5zFwwAAACoJgOeHqD2g9v7zjfP2KwV/7nCYSIAiBwU3QEAAAAAqCZnDp3RoU8Pec7S+qW5DQMAAAAAuGjX3H+N+v1vP9/5mUNn9Gr/V3X64GmHqcKXtVaLH1usDc9t8N2JTYrVhCUT1PKGlg6TAQAAANUnKjpKo6aOUvOrm/vurPrfVfpo0kcOUwFAZKDoDgAAAABANcl+y/s0d+nsie4AAAAAgNB307/dpJ7f6+k7P7brmLIGZanoVJHDVOHHWqulP1yqdX9d57sTmxirCYsnqPWNrR0mAwAAAKpffL14ZS7MVL3Uer47C7+90PeTgQEA3ii6AwAAAABQTfx+ONnw8oZq0KaB2zAAAAAAgCoxxujOP9ypLmO7+O7kbsjVjJEzVFZc5jBZ+LDW6o3H39AHf/rAdycmIUYZCzPU5uY2DpMBAAAANSe5ZbIyFmQoNinWcx4oDWj6iOk6+OlBx8kAIHxRdAcAAAAAoJpkL/cuunOaOwAAAACEFxNlNPyV4ZV+P7dr2S7NvW+ubMA6TBb6rLVa9m/LtPb3a313YurEKGN+htL78v0yAAAAIkvKtSkaNXWUTJTxnBedLNKUgVN04osTjpMBQHii6A4AAAAAQDU4vue4ju085jmj6A4AAAAA4ScmPkbj5oxTi24tfHc2Td2k1//ldVlL2V06W3Jf8cQKrf6/1b470XHRGjd3nNre3tZhMgAAAMCdjkM6qv/v+/vOT+0/pSkDp6jweKHDVAAQnii6AwAAAABQDXa/tdt3ltY3zVkOAAAAAED1iU+O14QlE9QgvYHvzvt/eF+rf+tf7K5NVj65Uqv+d5XvPCo2SuPmjFO7Ae0cpgIAAADcu/771+u6x67znedtztP0EdNVWlTqMBUAhB+K7gAAAAAAVIPsFdme95t1baa6zes6TgMAAAAAqC51W9TVxNcnKrFpou/Osp8s08aXN7oLFYLe+e93tPLJlb7zqJgojZ01Vu0HtXeYCgAAAAgOY4zu/MOd6jiso+/O7rd3a95982QDfEIUAPih6A4AAAAAwCWy1ip7uXfRPa1fmtswAAAAAIBq17h9Y01YPEGxSbG+O/MfnK/PFn/mMFXoWPXrVXrrP9/ynZtoo9EzRqvjUP+SDwAAABBpoqKjNCprlFre0NJ3Z9O0TVr2b8scpgKA8ELRHQAAAACAS3RkxxGdyjnlOWt7W1vHaQAAAAAANSG1R6rGvTZOUTHev2K1ZVYzx8zUvvf3OU4WXKt/t1rL/32579xEG42aOkqdR3R2mAoAAAAIDbGJscpYkKFG7Rv57qz+7Wq9/8z7DlMBQPig6A4AAAAAwCXKXuF9mruJMmpzcxvHaQAAAAAANeXy/pdr2EvDfOcl+SXKGpylw9sPO0wVPGv/uFZvPv6m79xEGY2YPEJdxnRxmAoAAAAILYlNEjVx6UQlNUvy3Vn6g6Xa+tpWh6kAIDxQdAcAAAAA4BJlL/cuuqd0T1GdBnUcpwEAAAAA1KSrJlyl/r/r7zsvOFKgVwe86vvJX5Hiw2c/1Os/fN1/wUjDXx6uKzOudBcKAAAACFEN2zZU5qJMxSbFei9Y6bUJr2nve3vdBgOAEEfRHQAAAACAS2ADVrvf2u05S78t3W0YAAAAAIATvX7US70e7+U7P7HnhF6981UVHi90mMqdPe/u0eLHFvsvGGnYi8N01cSr3IUCAAAAQlxqj1SNmTFGJtp4zksLSzVt6DQd3lY7PiEKAC4ERXcAAAAAAC7BwU8OquBogecsvR9FdwAAAACIVHf85o5Ki9yHPj2kacOmqbSw1GGqmld8uljz7psnWf+dIf8Yom73dXOWCQAAAAgX7Qe1111/v8t3XnC0QFMGTtHpA6cdpgKA0EXRHQAAAACAS5C9ItvzflRslFrf2NpxGgAAAACAKybKaOiLQ3X5gMt9d/a8s0evTXhNgbKAw2Q1682fvKlju475zgf/bbCufehah4kAAACA8HLtg9fqlp/f4js/vvu4sgZnqehUkcNUABCaKLoDAAAAAHAJspd7F91b9Wql2MRYx2kAAAAAAC5Fx0Zr7KyxSr0u1Xdn62tbteR7S2RtJUegh4ldy3Zp3bPrfOcDnxmoHg/3cJgIAAAACE+3/PwWdXugm+88d0OuZo6ZqbKSMnehACAEUXQHAAAAAKCKykrKtOedPZ6z9NvSHacBAAAAAARDXN04ZS7KVKP2jXx31v11nd7573ccpqp+hScKNe+Beb7zbg90U8/HejpMBAAAAIQvY4zu+ttdandnO9+dna/v1MKHF0bEm2YBoKoougMAAAAAUEU563JUfLrYc5bej6I7AAAAANQWSU2TNPH1iarboq7vzts/e1vrn1vvMFX1ev1Hr+vkFyc9Z/Vb19edT9/pOBEAAAAQ3qJjozVm5hilXJviu7Nx0ka9/V9vuwsFACGGojsAAAAAAFWUvTzb835sYqwu63mZ4zQAAAAAgGBqmN5QE5ZMUFy9ON+dRY8s0rZ52xymqh47Fu3Qxhc3+s6HvjhU8cnx7gIBAAAAEeLLT4hqkNbAd+edX7wT1m+aBYBLQdEdAAAAAIAqyl7hXXRvc3MbRcdFO04DAAAAAAi2Ft1aaPy88b7fE9qA1ezxs7X3vb2Ok1VdwdECLfjWAt95j+/2UNvb2jpMBAAAAESWui3qasLSCUpolOC7s+g7i7Rj0Q6HqQAgNFB0BwAAAACgCkoKSvTF6i88Z2n90tyGAQAAAACEjPS+6Ro5ZaRkvOelhaWaetdUHdp8yG2wKlry/SU6nXvac9awbUPd8Zs7HCcCAAAAIk+Tjk2UsSBDMXViPOe2zGrW2Fna/+F+x8kAILgougMAAAAAUAX71uxTWVGZ5yy9X7rjNAAAAACAUHLF6Cs08JmBvvPC44WacucUnfjihMNUF2/ra1v16ZRPvYdGGvbSMMXVjXMbCgAAAIhQrXq30sgs/zfNluSXKGtwlo7uPOo2GAAEEUV3AAAAAACqYNfyXZ736zSooxbdWjhOAwAAAAAINT0f7ak+/9HHd35y30m92v9V5R/Od5jqwp3JO6OFjyz0nd/wwxvUpk8bh4kAAACAyNd5RGcN/JP/m2bz8/I1ZeAUnck74zAVAAQPRXcAAAAAAKpg94rdnvfT+qYpKppvtwEAAAAAUt9f9tU1D17jOz+87bCmDJyiopNFDlOdn7VWi76zSPl53iX8xh0bq9//9HOcCgAAAKgdej7WU73/tbfv/OhnRzVt6DSV5Jc4TAUAwcFv3gEAAAAAuEhFJ4u0/8P9nrP0fumO0wAAAAAAQpUxRnf97S51GNLBdydnXY6mDZum0sJSh8kqt2naJm2dvdVzZqKMhr88XLEJsY5TAQAAALXH7b+6XV0zuvrO963dp9mZsxUoCzhMBQDuUXQHAAAAAOAi7Xlnj2yZ9ZxRdAcAAAAAlBcVE6XR00arZa+Wvju7396tWeNmqaykzGEyb6dyT2nxo4t95zf+5Ea1vN7/PwsAAACAS2eijIZNGqa0vmm+O9vnbdeS7y2Rtd6/swKASEDRHQAAAACAi5S9Itvzft0WddWkcxPHaQAAAAAAoS42MVaZCzPV9Iqmvjvb52/X/AfnywaCV1Kx1mrhtxeq8Fih57zZlc10y89vcZwKAAAAqJ1i4mM0bs44Nbuyme/Our+u03u/ec9hKgBwi6I7AAAAAAAXya/ont4vXcYYx2kAAAAAAOEgoVGCJr4xUQ3SGvjufDL5Ey394dKgncj48csfa8fCHZ6zqJgoDX95uGLiYxynAgAAAGqvOvXraMLiCUpumey7s/zfl+vjyR87TAUA7lB0BwAAAADgIpzJO6ODHx/0nKX1S3MbBgAAAAAQVpIvS9bdy+5W3RZ1fXc+eOYDrXxypcNUZ5344oSW/mCp77zPE32Uck2Kw0QAAAAAJCm5ZbImLJmg+PrxvjvzH5ivXct2OUwFAG5QdAcAAAAA4CLsfnu376ztbW3dBQEAAAAAhKVGlzfSxNcnqk6DOr47K59cqbV/XOssk7VW8x+cr6KTRZ7zlGtT1OenfZzlAQAAAPB1zbo207g54xQdF+05D5QGNH3kdB34+IDjZABQsyi6AwAAAABwEbJXZHveb5DeoNKPnwcAAAAA4EvNr2quzMWZik2M9d15/Yeva+PLG53kWf/39dr1pvfpj9Fx0Rr+8nBFx3oXagAAAAC4kd43XcNfHu47Lz5VrKxBWTqx94S7UABQw2KCHQCSMSZdUjdJqZLqSsqVtEfSamttSRCjSZKMMTGSrpXURVJTSXGSTkvaL2mHpM3W2tLgJQQAAAAAd3av2O15P71futsgAAAAAICw1qpXK42bM05Zd2UpUBLw3Jn/4HzVqV9HnYZ3qrEcx3Yd0xuPv+E7v/UXt6pZ12Y19voAAAAALlzX8V11ct9JvfnjNz3np3JOacrAKbr/3fuV0CjBcToAqH6c6B5ExpjRxpjVknZJek3SnyX9WtLLkt6WdMAY86wxpkmQ8rU3xvxD0hFJ70t6UdJvJP1S0tOSZkjaKOmkMeYNY8yIYOQEAAAAAFdO7jupIzuOeM4ougMAAAAALtbl/S/XqKxRMlHGc27LrGaNm6Vdy71PW79UNmA174F5KjnjffZWyxtaqvfjvWvktQEAAABUTa9/6aWe3+vpO8/bkqeswVkqPlPsMBUA1AyK7kFgjKlrjJkqaaakXpWsNpL0HUmbjDEDnITT2RPcjTG/kLRF0rckJZ/nIQmS7pA0rqazAQAAAEAwZa/I9p1RdAcAAAAAVMUVo6/QXf+4y3deVlymacOmaf8H+6v9td9/5n3tWbnHcxZTJ0bDXhqmqGh+pQwAAACEEmOMBjw9QJ1Hdvbd2bd2n2aOnqmy4jKHyQCg+vFTCceMMdGSpksaX2GUJ+kNnS2/b5Bky82aS5pnjLnJQb4ESfMk/aekmHIjK2mTpMWSsiTNP3ddWtOZAAAAACBU+BXdm17RVHVb1HWcBgAAAAAQKa598Frd8ds7fOclZ0o0ZeAUHdp8qNpe88iOI1r+78t957f96jY16RiUD54GAAAAcB5R0VEa8eoItbqxle/O50s/19z75soGrO8OAIQ6iu7u/VrSoHLXJZK+J6mltXaAtXastba7pK6S1pTbi5c01xiTUlPBjDFG0rQK+Qol/UJSK2vtldbawdbaCdbaYdbaKyXVlzT83OOKaiobAAAAAASbtVbZy72L7mn90tyGAQAAAABEnN6P99ZNP/U/96rgaIFe7f+qjmUfu+TXCpQFNPfeuSot8D7Tqs3NbXT996+/5NcBAAAAUHNiE2I1ft54Nenk/wbVTVM3ackPlshayu4AwhNFd4eMMW0l/aDC7THW2j9ba4vL37TWbpF0m75edm8s6ec1GPG7koaWu86VdK219ufWWs/PQrTW5ltr51lrMyQ9WIPZAAAAACCojn5+VCf3nfSctb2treM0AAAAAIBI1O+/+6nHd3r4zk/lnNLkOybrVO6pS3qd1U+t1r61+zxnsUmxGjZpmEyUuaTXAAAAAFDzEhsnauLrE5XcMtl358M/f6h3fvmOw1QAUH0ourv1c0mx5a5fstbO81u21hZIuk9S+RL8g+cK89XKGNNaZ0+b/1KhpNuttVsv9Dmstd5HPgAAAABABMhe4X2au4zU5pY2bsMAAAAAACKSMUaD/jxIXTO6+u4c23lMrw54VQXHCqr0Goc2HdLbP3vbd97/qf5q2LZhlZ4bAAAAgHv1W9fXxDcmKqFxgu/O2z9/Wx/+9UOHqQCgelB0d8QYkyBpdIXbvznf46y1OyTNLXcrRlJm9SX7p/+QVLfc9f+cO1UeAAAAACBp94rdnvdTrk1RQkP/HxwCAAAAAHAxTJTR8JeHq/2g9r47hz49pKzBWSo+U+y746WspExz752rsuIyz3nbO9qq+8PdL+o5AQAAAARf085NNWHxBMUmxfruLH50sTZN3+QwFQBcOoru7gyQlFjueo21dtsFPnZSheuR1RPpLGNMPX29PH9G0h+r8zUAAAAAIJzZgPU90T29X7rjNAAAAACASBcdG60xM8eodZ/Wvjv71uzT9BHTVVp04R+6vOpXq5S7IddzFp8cr6EvDJUx5qLzAgAAAAi+y3pepnFzxikq1qcWaqU5d8/Rzjd2ug0GAJeAors7d1a4fvsiHvuupPI/obrGGNP8khN9ZZy+fpr7bGvtqWp8fgAAAAAIa4c2HVL+4XzPWfptFN0BAAAAANUvNjFWGQsy1KJbC9+dXW/u0pyJcxQoC5z3+XI/ytU7v3zHdz7gDwNUv1X9KmUFAAAAEBouv+NyjZwyUvJ5/2qgJKDpI6Zr3/v73AYDgCqKuKK7MaaFMWa0MeZbxpgxxpirjTE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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "spike_times = np.argwhere(spikes)\n", "plt.plot(spike_times, np.zeros(len(spike_times)), \".\")\n", "plt.plot(I_s_t)\n", "plt.xlabel(\"Time (ms)\")\n", "plt.ylabel(\"$I_s$\")\n", "plt.title(\"Synaptic current $I_s$\")\n", "plt.legend([\"Input spikes\", \"Synaptic current\"])\n", "\n", "plt.figure()\n", "plt.plot(spike_times, np.zeros(len(spike_times)), \".\")\n", "plt.plot(V_m_t, c=\"purple\")\n", "plt.xlabel(\"Time (ms)\")\n", "plt.ylabel(\"$v_m$\")\n", "plt.legend([\"Input spikes\", \"Membrane potential\"])\n", "plt.title(\"Membrane potential $V_m$\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spiking neuron output\n", "The output of the LIF neuron is binary and instantaneous. It is $1$ only when $V$ reaches a threshold value $V_{th}=1$, upon which the membrane potential is immediately reset by subtracting one.\n", "\n", "$V_m(t+\\delta) = V_m(t) - V_{th} \\text{, if } V_m(t) \\geq V_{th}$\n", "\n", "$V_m(t+\\delta) = V_m(t) \\text{, otherwise}$\n", "\n", "This instantanious output of $1$ is typically referred to as a \"spike\" at time $t$. A series of such spikes will hence forth be referred to as $s(t)$.\n", "\n", "$s(t) = 1 \\text{, if } V_m(t)\\geq V_{th}$\n", "\n", "$s(t) = 0 \\text{, otherwise}$\n", "\n", "We can include spike generation and reset into the LIF simulation:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# - A simple Euler solver for the synapse and membrane, including spike generation. One time step is 1 ms\n", "\n", "tau_m = 10 # ms\n", "tau_s = 10 # ms\n", "V_m = 0 # Initial membrane potential\n", "V_th = 1 # Spiking threshold potential\n", "I_s = 0 # Initial synaptic current\n", "I_bias = 0 # Bias current\n", "\n", "V_m_t = []\n", "I_s_t = []\n", "spikes_t = []\n", "\n", "# - Loop over time and solve the synapse and membrane dynamics\n", "for t in range(T):\n", " # Take account of input spikes\n", " I_s = I_s + spikes[t]\n", "\n", " # Integrate synapse dynamics\n", " dI_s = -I_s / tau_s\n", " I_s = I_s + dI_s\n", "\n", " # Integrate membrane dynamics\n", " dV_m = (1 / tau_m) * (-V_m + I_s + I_bias)\n", " V_m = V_m + dV_m\n", "\n", " # - Spike detection\n", " if V_m > V_th:\n", " # - Reset\n", " V_m = V_m - 1\n", "\n", " # - Save the spike time\n", " spikes_t.append(t)\n", "\n", " # Save data\n", " V_m_t.append(V_m)\n", " I_s_t.append(I_s)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.plot(spikes_t, np.zeros(len(spikes_t)), \".\")\n", "plt.plot(V_m_t, c=\"purple\")\n", "plt.plot([0, T], [V_th, V_th], \"k:\")\n", "plt.xlabel(\"Time (ms)\")\n", "plt.ylabel(\"$v_m$\")\n", "plt.legend([\"Output spikes\", \"Membrane potential\", \"Spiking threshold\"])\n", "plt.title(\"Membrane potential $V_m(t)$\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The code above solves the dynamic equations of the neuron and synaps using a **Forward Euler** solver. This is a very simple fixed time-step solver, which uses the state at $t$ to to produce the state at $t + dt$.\n", "\n", "The dynamic equations are converted into temporal difference equations to solve for $\\dot{I}_s(t)$ and $\\dot{V}_m(t)$, then uses these to produce $I_s(t+dt)$ and $V_m(t+dt)$.\n", "\n", "Forward Euler solvers are convenient for their simplicity, but they have draw-backs in terms of numerical accuracy. In particular, the time constants $\\tau_s$ and $\\tau_m$ must be at least 10 time longer than $dt$ to produce an accurate simulation of the dynamics." ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:wavesense]", "language": "python", "name": "conda-env-wavesense-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.11" } }, "nbformat": 4, "nbformat_minor": 4 }