{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Wang and Buzsaki Model\n", "\n", "\n", "## Voltage equation\n", "\\begin{equation}\n", "\\frac{dv}{dt}=I + g_l(E_l-v)+g_k n^4 (E_k-v)+g_{Na} m_{\\infty}^3(v) h (E_{Na}-v)\n", "\\end{equation}\n", "\n", "## Gate Variables\n", "\\begin{equation}\n", "\\frac{dn}{dt}=\\phi*(\\alpha_n(v) (1-n) - \\beta_n(v) n) = \\frac{\\phi}{\\tau_n}n_{\\infty}-n\n", "\\end{equation}\n", "\n", "\\begin{equation}\n", "\\frac{dh}{dt}=\\phi*(\\alpha_h(v) (1-h) - \\beta_h(v) h) = \\frac{\\phi}{\\tau_h}h_{\\infty}-h\n", "\\end{equation}" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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XeH1CeN1117FgwQKMMS5WlnOPPvoob775pqfdoEEDNm/eXChDYRERERGRgkIjUQWc74Nt27ZRv359Gjdu7OmPjIxkzpw5GGPo1q1bphtZZeU9NBI1dwpliGqM+RDoCxyz1jZN57wBxgA3AtHACGvt6svdVyGqiOSFH374gb59+3r1LV68uFDvan/w4EGuuOIK4uPjPX3ff/89ffr0cbEqEREREZHCzdUQNSt5UE4yo+y+xp+uL148e6/1IYWouRfkdgE59DHwNpDRfNIbgHpJx1XA+KTHIunVxa9ijCEkMCTDo1hgsUzPpz4CAwLd/rJECqTExESeeeYZr74+ffoU6gAVoHr16gwdOpQvvvjC0zd69GiFqCIiIiLZYS0kJKQ94uPT77/ckZXXJSZ6H9am7cuPa/LjfawtuEfyn292jy++gJiYtMFdekHe5cK9QjhIzu+0bet2BZKPCmWIaq391RhTO5NL+gGfWmeY7W/GmNLGmCrW2sO+qbBgeXb+s8QlxuXpPYMCgggLDiM0KNR5DA7NvJ1Bf1hwGBHFIihZrCQRIc5jyWIlCQsOK7TTnqVomzRpEuvWrfPqe+mll1yqJm89+uijXiHqvHnzWLt2LS1btnSvKBEREfFPiYkQFwexsU7AFBt76UjZTn0uNtZ5XXy885jy+eUe8+KaywWbCrkktcRE53tGRAq8QhmiZkE14ECK9sGkvjQhqjFmJDASICQkxCfF+ZK1Ns8DVID4xHjOxZzjXMy5PL83QIAJ8ISqySFrctBaunhpyoWWo2xoWcqFJT2mahcPKrhD6MV/xcXF8eyzz3r13XrrrX4TMrZp04bOnTuzcOFCT9/o0aO1yZSIiIi/SUiAixed48KFtM8v95jRuZiYjAPQ1GFoXN7/DiMiIpIb/hqipjeEMd2P/Ky17wHvgbMman4W5Yb8CFB9IdEmcjbmLGdjzubo9WHBYZ5wtVxYOSqXqEzl8MpUiahClRJVvB5LFSulUa+SJz7++GN27tzpaQcGBvLiiy+6WFHee+yxx7xC1K+++opXXnmFatWquViViIhIEWMtREfDuXNw/jxERTlHdPSl59k9oqMvhZ0KMEUkpZz8vpzd12Tl+vy4Z16/h7U5e18pFPw1RD0I1EjRrg784VItrnv6mqeJTYj1PhJj0/ZlcsTEx1x6nhDj9pd0WdFx0UTHRXPw3MHLXls8qDiVS1T2Clerl6xOrVK1qFW6FrVK1aJKRBUCjHYhl4xduHCBUaNGefXdc8891KtXz6WK8kffvn2pW7euJyyOj49n3Lhx/Oc//3G5MhERkUIgIQHOnHHCz5RHZGTm7dR9kZHOFGApnAICIDAw7REUlH7/5Y6svC4gwDmMufQ8veNy5/PqmuzeI/m5MQXzgJy/9tgxaNAg/eAtq33ZOZ/Va0QkDWML6ZosSWuifm+tbZrOuT7Aw8CNOBtKvWWtbX+5e4aHh9uoqKi8LtXvWGuJTYjlQvwFouOiuRCX9JiddrzzGBUXRWRMJOdizhEZG+lZIuBi/EW3v0wvwQHB1ChVg9qla1O3TF3qlr101ClTh/CQIr9JXZE3evRoHn/8cU+7WLFi7Ny5k+rVq7tYVf545513eOihhzztMmXKcODAAcLD9f+BiIgUAdY6IeapU3D6tHOk9zy9vrM5m2VVZIWEOEexYuk/T+9ccLBzBAV5P6bXl9vH1H0pw8yMgs3kIFAkSW52TBfJjtx8rxljoq21Rf4XvkIZohpjvgK6AOWBo8DzQDCAtXaCceZmvw30BqKBu621Ky93X4WoBUdcQpwnVE0OWZOP0xdPc+rCKU5dOMXJCyedx+iTXu34RN8uzF01oioNyzekcfnGNK7QmEYVGtG4QmMqhFXQUgFFQGxsLLVr1+bw4UvLLj/22GO88cYbLlaVf6KioqhRowanT5/29I0bN44///nPLlYlIiKSQ9HRcPz45Y+TJ50w9MwZZ0SpvwsNheLFs/94uXMZBaKpw9HgYIWNUiQoRBVfUYiae4UyRM0vClH9g7WW87HnPYHq8ajjHD5/mMORh53H84c5cv6Ipx0dF51vtZQNLUvzSs1pWaklLSu3pFWVVjQq34jgwOB8e0/xvU8++YQRI0Z42mFhYezdu5cKFSq4V1Q+e/rpp3nllVc87bp167Jt2zYCArTshYiIFAAxMXDkCBw+nPFjcjganX8/C+ar0FCIiIASJSA8HMLCnMecHmFhzlG8uBNiKsAU8QmFqOIrClFzTyFqCgpRix5rLZGxkZcC1qTH/Wf3s+/sPvad2ce+s/s4deFUnr1nSGAITSo0oU2VNlxV/So6VO9Ao/KNCAwIzLP3EN+x1tK8eXM2btzo6XvkkUd46623XKwq//3xxx/Url2buBQbT8yYMYObb77ZxapERMTvJSY6wefBg3DggHMcPAiHDnkHpClmSxQ4pUo5R8mS3kdERObtlH0REc5ITREp9BSiiq8oRM09hagpKESVjJyPPc++M/vYfXo3O0/tdI7TO9l1ahd7z+wlweZuSldESATtqrWjQ7UOdKzRkWtqXkPp4qXzpnjJV7Nnz6Z3796edkBAADt27KBOnTouVuUbd911F59++qmn3blzZxYsWOBeQSIiUvidPQt79sD+/WmD0uTH2Fi3q3RGbpYp4xxly2b9ealSzlqZIiJJFKKKryhEzT2FqCkoRJWciEuIY/fp3Ww+vpnNxzez5cQWNh/fzNYTW7kQfyFH9wwwAbSq3IoutbvQtXZXrql5DaWKl8rjyiUvXH/99cyZM8fTHjx4MJMmTXKxIt9Zu3YtrVq18upbuXIlbdq0cakiEREp8OLinIB0927n2LPH+/mpvJv9k2XBwVChwuWP8uUvhaEhIb6vU0T8kkJU8RWFqLmnEDUFhaiSlxJtIrtP72bdkXWsPbKWtUfXsvbIWg6eO5jtewWYANpUaUOvK3vRp34f2lVtp+n/BUB6IeJvv/3GVVdd5VJFvte9e3fmzZvnad933328//77LlYkIiKui42FXbtg2zbYuhV27LgUlh444EzJz28BAVCpElSpApUrp32sXNk5X6GCMz1e63+KiEsUooqvKETNPYWoKShEFV84EX2C1YdX8/uh3/nt4G/8dvA3Tl44ma17lA8rT++6vbmx7o30qtuLsqFl86laycydd97J559/7mlfe+21/Prrry5W5Hvfffcd/fr187QjIiI4cuQIYWFhLlYlIiI+ceKEE5Imh6XJj7t35+/u9aVKQY0aUL2685j8vEqVSyFp+fIQqA+cRaTgU4gqvqIQNfcUoqagEFXcYK1l1+ldLD+4nKUHlvLr/l/ZeGzj5V+YJMAEcF2t6xjSeAi3NLqFSiUq5WO1kuzAgQPUqVOH+Ph4T19R3FgpPj6e6tWrc/ToUU/f559/zrBhw1ysSkRE8tTJk7B+/aVjyxYnMM2PqfchIXDFFVCrVtqgNLkdEZH37ysi4hKFqAWDtc5EicRE53PAlM9TtzN6NAYaNHD7K8mYQtTcU4iagkJUKSiORR3j132/Mn/PfBbsW8Dm45uz9LoAE0CX2l08gWqF8Ar5XGnR9eSTT/L666972vXr12fLli0EBAS4WJU7Uv+36NGjB7/88ouLFYmISI7ExcH27bBu3aXAdN06+OOPvH2fqlWdoLROHedI+bxKFWcqvohIEaEQNWes9Q4w03ueOuS8XBiaW8ZAQd4eIj9DVGPMh0Bf4Ji1tmkG13QB3gSCgRPW2s45KsZFClFTUIgqBdWR80f4edfP/LDjB2bvnM3ZmLOXfU2ACaBHnR7c0/Ie+jfsT7GgYj6otGg4d+4cNWrU4Ny5c56+d999l5EjR7pYlXs2btxIs2bNPG1jDHv37qVmzZouViUiIpk6fx5WroTVqy+FpZs3O+uZ5oXq1Z3hOA0bQv36ULeuE5bWrg2hoXnzHiIifqCohajpBZspj/T6M+oriNq0KbjLbOdziHodcB74NL0Q1RhTGlgK9LbW7jfGVLTWHstRMS4KcrsAEbm8yiUqM7zFcIa3GE58YjzLDizjhx0/8MOOHzKc+p9oE/l518/8vOtnyoaW5Y5md3BPq3toUbmFj6v3Px988IFXgFqhQgXuvPNOFytyV9OmTWnbti0rV64EnCUqPvvsM5555hmXKxMREQDi42HTJli+HH7/3XncvDn3v4EWL+4EpclhacrQtESJvKldREQKhOTp7qnDzPj49MPQjAJQfx/Hl5AAQUUwabPW/mqMqZ3JJbcD06y1+5OuL3QBKmgkqheNRJXCaMfJHUzePJnJmyez9sjay17fpkob7mt9H3c0v4MSIfoFJ7vi4uK48sorOXDggKdv1KhRPPfccy5W5b5x48bx8MMPe9p169Zl+/btmIL6MayIiL+yFvbv9w5MV62CCxdyfs/gYGjcGFq0gObNoUkTaNTIWaNUU+9FRHLFVyNRU4ag6QWfqfvSu8bf4yNjnD0JAwJy/hgW5rcjUWOBDSm63rPWvpfqmtrA9xmMRH0TZxp/EyACGGOt/TRHxbhIIWoKClGlsNt+cjuTNzmB6rqj6zK9tkzxMtzf5n4ebv8w1UpW81GFhd+XX37ptWlS8eLFOXDgAOXLl3exKvedPHmSqlWrEptiGujixYvp1KmTi1WJiBQBcXFOSLpoESxe7ISmKTb7y7YqVS6Fpc2bO88bNHCCVBERyXPZCbaS1wFNDjhTPqbuSy8Q9TfJ4WXykZvwM/nwZ/m9sdRlQtS3gbZAdyAUWAb0sdZuz1FBLlGImoJCVPEnG45uYOKaiXy2/jNOXch499yggCBubXorj3Z4lNZVWvuwwsLHWkvbtm1ZvXq1p+/BBx/knXfecbGqgmPw4MFMmTLF077vvvt4//33XaxIRMQPXbgAy5bBr786welvv0F0dM7u1aABtG8PrVo5YWmzZlBBm1KKiOS3ixfh1Ck4fRpiY7dwxRWN0g1C0+vzB0FBGQegqY/0+pP7CuqIz4LK5RD1H0Bxa+0LSe2JwE/W2sk5KsglClFTUIgq/igmPoYZ22Ywcc1Eftn1C5aM/5/vUrsL/7zmn1xf53pNw07H8uXL6dChg6dtjGHbtm3Uq1fPxaoKjh9++IG+fft62hERERw5coSwsDAXqxIRKeTi4pwNoObOdY6lS3O2+VPFinDVVc7Rvj20awelS+d5uSIiRYm1EBUFJ044x8mTmT8/edIJT1OusDJr1hbKly8cG0sZ4wSgqUPN9PoyCkCNUfjpFpdD1EbA20AvIAT4HbjVWpv+Ji8FVBFc7lakaCkWVIwhTYYwpMkQ9p3Zx/ur32fCygmcvHAyzbUL9i5gwd4FXFvzWl7s+iJdanfxfcEF2IQJE7zaffr0UYCaQq9evahUqRJHk6aRRkZGMn36dK/lD0RE5DKshR07YNYs+OUXZ8RpZGT27hEW5mwPnByYtm8PNWvqt1YRkUykDkSzEoqeOJGzz7XckhxqZjUITd3n79PdJeeMMV8BXYDyxpiDwPM4a6BirZ1grd1ijPkJWA8kAh8UtgAVNBLVi0aiSlERHRfNp+s+5X+//Y/tJzNegqTbFd34d9d/c3WNq31YXcF0+vRpqlatysWLFz19P/zwAzfeeKOLVRU8Tz75JK+//rqn3aNHD3755RcXKxIRKQTOn4d58+Cnn5xjz57svb5KFbj2Wue45hpo2rRobg0sIpLKxYtw/DgcO3b54/hxiInxfY3ZHYmaMuBMDjkzekx5bVFY81Myl98jUYsChagpKESVoibRJvLjjh8ZvWw08/fOz/C63nV781LXl2hTtY0PqytYxowZw9/+9jdPu1atWuzatYvAwED3iiqANm7cSLNmzTxtYwx79+6lZs2aLlYlIlIA7d0L333nHL/+6kzbz6pataBrV7juOic4vfJKjTIVkSIhIcEZBZpZEJqyfe6c2xWnLygIypZ1jnfe2UL16o3SDULT69Nf9/mvbt267Nq1i4YNG7JlyxZiY2P56quv+Oqrr9i4cSPHjh2jYsWK9OrVixdeeIEaNWq4XXKWKETNPYWoKShElaJsxaEVPL/geWbtnJXueYPh3lb38nL3l6kYXtHH1bnLWkvjxo3ZunWrp+/ll1/m6aefdrGqgqtdu3asXLnS037ppZd45plnXKxIRKQASEyE1athxgwnOF2/PuuvrVgRunVzju7doU6d/KtTRMTHrIWzZ+HwYThyJOPHY8ec6fMFLcIoVszZk69cOShf3jlSPk/ZLlfOOcLDL4WhWQ22inp46qs/98jISEqVKoW1lqFDh/Lkk08yfPhwNm/enO71lSpVYsWKFYUiSFWImnsKUVNQiCoCSw8s5bn5zzF3z9x0z5cqVooXu77Ig20fJDgw2MfVuWPhwoV06dLF0w4KCuLAgQNUrlzZvaIKsHHjxvHwww972nXr1mX79u3arExEip7ERGcjqEmTYNo0OHQoa68LCYHOnaFXL+jZ05mer79DRaSQiY+Ho0czD0aTH1OsmOWqywWi6YWjYWG5+ytaIWrW+Cq6Wrx4Mddeey0A/fr1Y/78+Vy8eJHBgwfTuXNnSpQowaZNmxg3bhxnzpwB4N577+WDDz7wTYG5oBA19xSipqAQVeSShXsX8uz8Z1m0f1G655tUaMJbN7xFtyu6+bgy37vtttv4+uuvPe3BgwczadIkFysq2E6ePEnVqlWJTbHK/uLFi+nUqZOLVYmI+EhiIixZApMnw9Sp8McfWXtdvXrQu7dzdO7sDFMSESmA4uKc8PPQoUtHeuFoQRg1GhjohKIVK17+qFDBe4SoryhEzRpffS+9/fbbPPLII55206ZNmTZtWpoNhdeuXUu7du2Ij4+nRo0a7N+/3zcF5oJC1NzTivMikq7OtTuzcMRCZu+azd9++hvbTm7zOr/p+Ca6f9qdQY0HMfaGsVQu4Z+jMo8dO8bUqVO9+h544AGXqikcypUrx80338yUKVM8fR9//LFCVBHxX9bCmjXw+efwzTdZC04DAqBTJ+jXD266CerXz/86RUQykTytPmU4mt5x7Ji74WiZMhmHoKn7ypTRZkqSPevWrfM8r1GjBnPnzqVixbTL2bVs2ZLmzZuzevVqTpw44csSxUUKUUUkQ8YYetftzfoH1zN2+VhGLRxFZGyk1zVTNk9h3p55jLtxHEObDPW7KdsfffQRcSk2+6hfvz5du3Z1saLCYcSIEV4h6rRp03jnnXcIDi4aS0CISBGxbx988YUTnm7Zcvnrw8OdKfo33wx9+jhzQUVEfMBaZ0Om/fvhwAHn8eDBtAFpdLQ79YWGQpUqzlG5ctrH5KN8eWfFk6LI7VG9RcXatWs9z0ePHp1ugJosNDQUgIiIiPwuSwoITedPQdP5RTJ35PwR/jn3n3y89uN0zw9sNJDxfcZTIbyCbwvLJ4mJidStW5c9e/Z4+t544w0ee+wxF6sqHOLi4qhSpQonT5709M2ePZuePXu6WJWISB44f94Zbfrpp/Drr5e/vkQJZ6Tp4MHOVP2kX7hERPJSVJQTjiYHpCnD0uT+Cxd8X1eFCumHoqkfIyKK7nT13EyxlryVkJBAiRIluHjxItWrV2ffvn0EZDKUuVKlShw7doz27duzfPlyH1aaM5rOn3saiSoiWVa5RGU+6vcRD7R5gIdnPczKP1Z6nZ+6ZSq/7vuV8X3GM7DxQJeqzDu//PKLV4BarFgx7rrrLhcrKjyCg4Pp378/EydO9PRNmTJFIaqIFE7WwooV8MEH8NVXTpCameTgdMgQZ+SpglMRyYXERGed0b17nQHwqQPS/fvh1Cnf1lSxIlSrdumoWjVtMFqpEmgSkhQmW7du5WLSLmc9e/bMNEA9duwYx44dA6BJkyY+qU/cpxBVRLLtqupXsezeZYxeNppn5z9LbMKlDYSORx9n0ORBDG0ylPF9xlMmtIyLlebOhAkTvNpDhgyhXLlyLlVT+AwaNMgrRJ0+fTrvvPMOQUH6p0dEColTp5zp+u+/Dxs2ZH5tUBDccAPccYcToCo4FZEsstbZxX7vXtizx3lMeezbBzExvqmleHHvcDS9o0qVojulXvxbyvVQ27dvn+m1a9as8Txv1apVvtUkBYt+kxWRHAkKCOLvnf5On3p9GDFjRJpRqd9s+oblh5YzZfAU2lRt41KVOXfw4EFmzpzp1acNpbKnW7dulC5dmjNnzgBw4sQJFi5cSPfu3d0tTETkctauhbFj4csvIWlESoY6dHCC0yFDnHmrIiKpWOtsxpQ6HE0OTPftu/xfNXmhRAmoUQNq1nQea9RIG5CWKVN0p9WLpFwPtXXr1plemzJEvdy14j8UoopIrjSp2IRl9y7jv0v+ywsLXiAu8dImTHvP7OXqD6/mrd5vMbLNyEK16dTEiRNJSEjwtJs1a0bHjh1drKjwCQkJoX///nz88ceevilTpihEFZGCKS4Opk2Dt9+GxYszv7ZyZbj7bueoV8839YlIgRYX50yr37kTdu1yjuTnu3fn/3qkQUFQvbp3SJr6sXRpBaQimUkOUYOCgmjWrFmm1yaHqMYYWrRokd+lSQGhjaVS0MZSIrmz/uh6Rnw7gjVH1qQ5d2fzOxnfZzzhIQV/Ler4+Hhq167NoUOHPH3jxo3jz3/+s4tVFU4//PADffv29bQrVqzIH3/8QWBgoItViYikcOIEjB/vHIcPZ3xdQAD06QP33Qc33ugkFiJSpERHO4FoyqA0OSzdtw9SfP6e58qUgdq1naNmTe/RpDVrOuuP6serwkkbSxUcyRtFNW/e3Gtqf3rq16/Pjh07qF+/Ptu2bcvwuosXL7Jjxw5q1KhB6dKlvc4dOHCA4sWLU8FHM1m0sVTu6ac/EckzzSs157f7fuPx2Y/z9oq3vc59tv4z1hxZw5TBU2hQvoFLFWbN7NmzvQLU8PBw7rjjDhcrKrx69OhByZIlOXfuHOAswL548WI6d+7scmUiUuTt3g2jR8OHH2Y+RKxmTRg5EkaMcOa6iohfO38eduyAbdvSjirN7HOW3CpVCq644lJQmnxccQXUquWcF5H8c/jwYc9GUZdb4zQyMpKdO3de9trx48fz6KOPEhMTQ7FixZgwYQIjRozg4MGDDBgwgJUrnSXxunXrxpdffkmlSpXy6KuR/KIQVUTyVEhgCGNvHEunmp2477v7iIq7NLp747GNtHu/HZ/0/4QBjQa4WGXmUk4/B7j11lspWbKkO8UUcsWKFePmm2/m888/9/RNnjxZIaqIuGfVKnjtNZg82dnyOiPdu8PDDzubRGl4l4hfSUhw1iLdvt0JS7dtu/Q8xefoeSoiIm1ImrKdaoCaiPhYdtZDXbduHcmzujMKUVeuXMlTTz3FhAkTaN26Ne+//z5333035cqVY9SoUURHRzNz5kxKly7NSy+9xP3338+3336bV1+O5BOFqCKSL25teistKrVg4KSBbDmxxdMfGRvJwEkDGd1rNH/r8Df3CszAyZMn+e6777z67r77bpeq8Q+DBw/2ClGnTp3KW2+9RUBAgItViUiRYi3Mnw8vvwzz5mV8XXg4DB/uhKeNG/uuPhHJc9bCyZNpQ9Lt251RpbGxef+elStD3bpw5ZWXjuR22bJaj1SkIMvpplIZhagfffQRf/nLXxgxYgQAY8eOJSoqioEDB1K2bFnWrVvnGXk6adIkqlWrxokTJyhfvnzuvhDJVwpRRSTfNKrQiN//9Dv3f38/X2740tNvsTw6+1H2ntnLGz3fIDCg4Izw+frrr4lN8VN13bp1ufrqq12sqPDr2bMnJUqU4Pz58wAcOXKEpUuXcs0117hcmYj4PWud0PSFFzLfLKp6dfjb35z1TjVnVqRQSR5VumkTbN4MW7deCk5Pn87b9woIcKbWpxeU1qnjfA4jIoVTcogaEBBAy5YtM702KyHqnj176NGjh1ffa6+9xueff85dd93lNXW/ZMmS1KlThz179ihELeAUoopIvioRUoLPB3xOpxqd+OtPfyU+Md5zbszyMew/u58vbvmC0OBQF6u8JPVU/hEjRmA0bCBXihcvzk033cRXX33l6Zs8ebJCVBHJP1kNT5s0gb//HW69FUJCfFaeiGRfQgLs2XMpLE0Zmma2rHF2BQY6gWj9+lCv3qXAtG5dJ0ANDs679xKRgiN5I6l69epRokSJTK9NDlGrVauW4aZQ1apVY9euXV59s2fPJi4ujokTJ/LYY495gtSYmBj2799PNa29XuCZ5HUcBMLDw21UVNTlLxSRHPl5188MnDSQ87Hnvfo7VO/Ad7d+R4Vw3+xKmJFNmzbRtGlTT9sYw969e6lZs6aLVfmH6dOnc8stt3ja1apVY//+/ZrSLyJ5b/58eO65zMPTzp2d8PSGGzS/VqSASUhw9n1LLyy9eDHv3qdiRScobdDAOZKf16mjz1TEt3KzY7oUXD///DPDhw/nm2++oW3btvz444/cc889jBo1inHjxlG6dGnPZlJPP/00a9euZenSpflaU26+14wx0dbaIj/eXiNRRcRnel7Zk0V3L6LPl334I/IPT/9vB3+j48SOzBo2i3rl6rlW3yeffOLV7t69uwLUPNK7d2/Cw8NJ/qDq0KFDLF++nI4dO7pcmYj4jXXr4KmnYPbsjK/p3dsJWPV3j4jrrIX9+53/dTds8A5LY2Ly5j2KF3dGk6YOSuvXhzJl8uY9RETS07NnT26//Xa6dOni6bv//vt59NFH6dmzJz179qRhw4YAVKhQgblz57pUqWSHRqKmoJGoIr5x4OwBbvzyRjYe2+jVXyGsAnOHz6VZpWY+ryk+Pp4aNWpw5MgRT9/nn3/OsGHDfF6Lvxo6dCiTJk3ytB977DHeeOMNFysSEb+wdy88+yx88YWTyqTnhhvg+efhqqt8WpqIOC5cgI0bncA0+Vi/Hs6ezZv7lyvnrM7RuDE0agQNGzphaY0azjqmIgWZRqL6ty1btrBt2zbq169P4xSbVkZGRjJnzhyMMXTr1o2SJUv6pBaNRM0dhagpKEQV8Z0zF88wcNJA5u3x3iW5fFh55g6fS/NKzX1az48//kifPn087YiICI4cOUJYWJhP6/BnkydPZsiQIZ52zZo12bt3r9acFZGcOXkS/vMfePvtjLfZVngq4lPWwqFD3mHpunWwYwckJub+/uXLXwpLUz5WqKCVOaTwUogqvqIQNfc0nV9EXFG6eGlmDZvFn2b+iU/XferpPxF9gm6fdGPeXfN8GqSm3lBqyJAhClDz2I033khoaCgXknZ/2L9/PytWrKB9+/YuVyYihUpcHIwf74SjZ86kf81118Grr0KHDj4tTaQouXjRmX6fenTpqVO5v3eFChmHpSIiIm5RiCoirgkJDOHjfh9Tqlgpxv4+1tN/8sJJun3SjbnD59Kicot8r+PUqVPMmDHDq2/EiBH5/r5FTXh4ODfeeCNTp0719E2ZMkUhqohk3dy58Ne/OosnpqdpUyc81YZRInkqOtoJSVetgtWrncdNm5xNoHIjIgKaN4cWLZz/fRs3dg6FpSIiUhApRBURVxljGNN7DAEmgDHLx3j6T144SfdPuzNn+BxaVm6ZrzV8/fXXxKaYCnrllVfSqVOnfH3PomrQoEFpQtRXX31VU/pFJHN798ITT0CKvz+8VK8O//433HknBAb6tDQRf3P+/KXANDk03bw599Px69RxwtLko3lzqF1ba5aKiEjhoRBVRFxnjOF/vf6HwfDm8jc9/Z4g9c45tKrSKt/e/5NPPvFqjxgxQqFePunTpw/Fixfn4sWLAOzZs4eNGzfSrJnvNxMTkULgwgVnZOmrrzpzh1OLiIB//QseeQRCQ31fn0ghd/EirF0Ly5fDypVOaLp1a8Z7tGVFeDg0a+YdmDZr5vzvKiIiUpgpRBWRAsEYw+heo51A9bf/efpPXThF90+78+vdv9K0YtM8f9/Nmzfz+++/e9UxfPjwPH8fcURERNC9e3d++OEHT9/333+vEFVE0po/H0aOhJ070z8/YgS88gpUruzTskQKq8RE2LYNfv/dOZYvd0acxsfn/J61anmHpS1aOCNONbpURET8kUJUESkwjDG80fMNAkwAbyx7w9N/+uJpbvjiBpbdu4zqJavn6XumHoXarVs3atasmafvId769u2bJkT95z//6WJFIlKgnDrlTN3/6KP0z7drB2PHwlVX+bYukULm8GHvwHTFCjh3Luf3u/JKaNMGWre+9Fi2bN7VKyIiUtApRBWRAsUYw2vXv0aACeC1pa95+g+eO8gNX9zAorsXUbp46Tx5r/j4eD777DOvPm0olf/69u3Lgw8+6GkvW7aM48ePU0G7SIgUbdbCN984G0cdO5b2fMWK8H//B3fdpWFuIqnExTmjSpcuvXQcOJDz+9WrlzYwLV06z8oVEREplBSiikiBY4zh1R6vEh0XzbgV4zz9G49tZMA3A/hp2E8UCyqW6/f55ZdfOHz4sKcdERHBgAEDcn1fyVz16tVp2bIla9euBcBay6xZs7SMgkhRtn8/PPAAzJqV/vkHH4T//EcpjkiSEyfgt98uBaa//+4sIZwTtWo5A7vbtYO2baFVKyhVKm/rFRER8QcKUUWkQDLGMKb3GP6I/IPpW6d7+hfsXcCIGSP44pYvCDC5G4n0+eefe7UHDx5MeHh4ru4pWdO3b19PiArOlH6FqCJFkLXw6afwl7+kP8+4cWN47z3o1Mn3tYkUEImJzmZPKUeZbtuWs3uVLg3t2zuhafv2TnBaqVKelisiIuK3jM3N1ot+Jjw83EZFRbldhoikcCHuAj0+68HSA0u9+h/v+Div93w9x/eNioqiYsWKREdHe/rmz59Ply5dcnxPybrff/+dq1KsZxgREcGJEycICQlxsSoR8aljx+D+++Hbb9OeCwmBZ56Bp56CYrmfeSBSmMTHw9q18OuvsHAhLFoEp09n/z4hIc6o0pShad26YEyelywiubBlyxYaNWrkdhlSBOTme80YE22tLfIjjjQSVUQKtNDgUL679Ts6fdiJbScvDbt4Y9kb1ChZg792+GuO7vvdd995BajVq1fnuuuuy3W9kjVt27alUqVKHD16FIDIyEgWLVpE9+7dXa5MRHxixgwYOTL9tU+vvdYZfdqwoe/rEnFBTAysXOmEpr/+CkuWQGRk9u9TpYozaPvqq52jZUt9BiEiIpKXFKKKSIFXLqwcP93xEx0nduTI+SOe/kdnP0qNUjW4pdEt2b7nF1984dW+7bbbCNBGJT4TEBBAnz59+PDDDz19M2fOVIgq4u/OnYO//Q0++ijtudBQePVVeOghbRwlfi062lnPNDk0XbYMLl7M3j0CApyQNDkwvfpqqFlTo0xFRETyk6bzp6Dp/CIF25rDa7ju4+s4H3ve01cipATL71tO4wqNs3yfEydOUKVKFeLj4y/de80aWrZsmZflymVMnz6dW265FIDXqVOHnTt3YvQboIh/WrEChg6FPXvSnmvf3lkbtUED39clks9iY52Nn+bOdY7ffoO4uOzdo1Qp78C0fXsoUSJ/6hUR39J0fvEVTefPPY1EFZFCo1WVVkwdMpU+X/YhPtEJQM/HnmfANwNY8acVlCxWMkv3mTx5sleA2rhxY1q0aJEvNUvGrr/+ekJCQoiNjQVg9+7dbNu2jYaawiviX6yFN9901jdNnRwFBcFzz8E//+k8F/EDiYnOmqZz58K8ec6aptkdp1GhAlx3nXN07gxNm0JgYL6UKyIiIlmkn1ZFpFDpeWVPxt4wlgd/eNDTt/3kdkZ8O4KpQ6ZmaRTjl19+6dW+/fbbNfrRBSVKlKBr167Mnj3b0zdz5kyFqCL+5NQpGDECZs5Me65RI/jsM2jTxudlieQla2HbNicwnTsXFixwvvWzo1o1Jyzt3NkJThs00NR8ERGRgkYLTolIoXN/m/sZ0XKEV9/0rdN5dcmrl33tvn37WLx4sVffbbfdlpflSTb07dvXq/3999+7VImI5LklS5xFG9MLUB9+GFatUoAqhdbJk/D1185nBNWrO58JPPQQTJuWtQC1Th24+274+GPYvRsOHIAvvnD2W2vYUAGqiIhIQaSRqCJS6BhjeOfGd1h/dD2rD6/29D8z7xnaVGnD9Vden+Frv/rqK692x44dqVOnTr7VKpnr27cvjzzyiKe9ZMkSTp06RdmyZV2sSkRyJTERXnsNnnkGEhK8z5UuDR9+CAMGuFKaSE7Fxzvrmv70E8ye7Szxm52tJapUgW7doHt357FWrfyrVURERPKHRqKKSKEUGhzK1CFTKRt6KWxLtIncNvU29p3Zl+HrvvjiC6/27bffnm81yuXVrl2bpk2betoJCQn89NNPLlYkIrkSGQmDB8M//pE2QG3fHtasUYAqhcbBgzBxovMtXaECdOoE//63E6ZeLkAtXdr5Vh87FjZvhkOH4PPPndGnClBFRAq++++/H2MMxhiOHTvmdjlSQGgkqogUWrVL1+argV/R+/PeWJzfZk5eOMktk25h8d2LCQ0O9bp+w4YNbNy40dMODAxkyJAhPq1Z0urbt6/Xn8v333+vcFukMNq5E/r3h02b0p57/HH4z38gJMTnZYlkVUwM/PrrpdGm6X0rZyQ0FK699tJI01attBGUiEhhtmbNGgCqVq1KxYoVXa5GCgqNRBWRQq3nlT15qdtLXn2rD6/mkVmPpLk29YZS119/vf5BLABuuukmr/asWbOIj493qRoRyZHZs6Fdu7SpU9myzpqor7+uAFUKpOPH4ZNPYNAgKF8eevaE0aOzFqC2aAFPPeVsKHX6tPO/wd//Dm3bKkAVESnM4uPj2bBhAwCtW7d2uRopSDQSVUQKvX9c8w9W/LGCb7d+6+mbuGYiN9a7kVsa3QJAYmJimhBVox0Lhquuuopy5cpx8uRJAM6cOcOSJUvo3Lmzy5WJyGVZ66x/+s9/OmuhptSyJUyfDrVru1GZSLqsdabXz5zpHMuWZX1t03LlnJC1Vy/nsUqV/K1VRETcsWXLFi5evAhAq1atXK5GLscYEwaEAhestdH5+V4KUUWk0AswAXzS/xPavd+O7Se3e/pHzhxJx+odqRJRhaVLl7J//37PudDQUPr37+9CtZJaYGAgN954I5999pmn7/vvv1eIKlLQRUfDvfc6W5SnduutzmKSYWG+r0skldhYWLgQvv/eCU737Mna6wICoEMH6N3bOVq31ghTEZGiIHkqP2gkakFjjGkO9AKuApoDNYCQFOdjgf3AemA5MNtauyGv3l/T+UXEL5QsVpJvBn1DcECwp+/khZPcPeNurLVpNpS6+eabiYiI8HWZkoHUU/pnzpzpUiUikiVHj0KXLmkD1IAA+O9/4csvFaCKq86ehS++cDaFSp6m/9Zblw9QK1WCe+6ByZPhxAlYsgSefdZZrUIBqohI0bB69WrPc41EdZ8xprox5kVjzC5gDfB/wADgSqAYYFIcxYC6wC3Aq8BaY8xOY8wLxpjqua1FIaqI+I2WlVvy767/9uqbvWs2Y5aOYdKkSV79w4YN82Vpchk9e/YkKOjS5Iht27axc+dOFysSkQxt3QodO8KKFd79pUvDjz/Ck0+CMa6UJkXb8ePOAOgbb4QKFeCOO2DKFIiMzPx1LVrAv/4Fy5fDH3849xg0CMqU8U3dIiJSsCSPRC1Xrhy1atUiLi6Ozz//nBtvvJHq1asTEhJC9erVuffeezlw4IDL1fovY0wDY8yXwG7gGeAKvAPTi8AfwAZgCbAxqR2T6ro6wLPAbmPMF8aYBjmuyWZ1EaAiIDw83EZFRbldhojkQkJiAl0/6cqi/Ys8fcE7g4n7PM7TLlOmDEeOHCFEm5wUKD169GDu3Lme9tixY3n44YddrEhE0li4EPr3hzNnvPubNIFvv4W6dV0oSoqyQ4ecb72pU51vz9RL86anWDHo1g1uugn69IGaNfO9TBGRDG3ZsoVGjRpd9jozqmh/QGmf9012Za2ldOnSnDt3jh49evDaa68xfPhwz0ZTqVWqVIkVK1ZQo0YNn9SXG1n9XkuPMSbaWhuexyVl9F7lgVeAETiDP5O/+dcC84HfgOXW2v3pvT7pHrVwpvxfBXQFWiadskAi8BHwtLX2RHZq05qoIuJXAgMC+XTApzQf35zIWGfoSdzaOK9rBg8erAC1AOrdu7dXiDp79myFqCIFyRdfwN13Q5z336n07OnMfS5Z0p26pMjZswemTXOC02XLsvaaSpWcwPSmm6BHDyhRIn9rFBGRwmnXrl2cO3cOgICAALp27UpUVBS33347Xbp0oUSJEmzatIlx48Zx5swZjh49yqhRo/jggw9crtyvbAdK4YSn+4AvgM+ttVuzegNr7b6k104CMMY0BO4AbgdqA/cCA4Fy2SlMIaqI+J3apWsz7sZxDP92OMQC27zP33777a7UJZnr1asXTz75pKc9f/58YmNjFXiLuM1a+M9/nPnOqd17L4wfD8HBac+J5KFdu5wleKdOhRT7fWSqXj0YONAZPN2unbNkr4iISGZSbir1888/07hxY6ZNm0aDBt4zwAcNGkS7du2Ij4/n559/9nWZ/q40TpD6EvCltTYL80wylxTA/ssY8xxOkPovoF5276MQVUT80h3N72Dm9plMnjwZUgyaKl+pPNdee617hUmGmjZtStWqVfnjjz8AiIqKYsmSJXTt2tXlykSKsIQE+POf4b330p57+WX45z+1/qnkmz/+gG++ga++SrsEb0aaNXOC04EDnVUm9O0pIiLZkXJTqerVqzNv3jwqVaqU5rqWLVvSvHlzVq9ezYkT2ZoRLpc3nDwKT1NLuufnSWut3pbd1ytEFRG/ZIxhQt8JzHx5Jhe56OmPaRBDdHw0JUI0j6+gMcbQs2dPPv74Y0/f7NmzFaKKuCU2FoYPd1KslEJC4KOPQKP6JR+cPOmMNv3qK2eN06xs39C+Pdxyi3PUy/aYEhGRwsFXa4IWdSlHoo4ZMybdADVZaGgoABEREfleV1Firf3cB++RiLNMQLZoUouI+K2QhBDsNu8fNiLrRfLCghfcKUguq1evXl7tn376yaVKRIq46GgYMCBtgFqmDPz8swJUyVPnzztL7vbtC5Urw/33w4IFGQeoxsB118Gbb8L+/bB8OTz1lAJUERHJveQQtVatWvTv3z/Ta3fs2AFA7dq187kqKSg0ElVE/Nb3339PzMWYSx2lgOrw5m9vMqzZMFpVaeVabZK+66+/HmMMNuk353Xr1nHkyBEqV67scmUiRci5c87uO7/+6t1fvboToOZwV1eRlGJiYNYsZ8TpzJlw4ULm1xsD114Lt97qjDjNZGCQiIhIjhw6dIhjx44BzuCOgEwW0z527Jjn2iZNmvikPskaY4zBWe80CNhlrY25zEuyTCNRRcRvfZN6BFVjwECCTWDk9yNJSExwpS7JWLly5Wjbtq1XnxZqF/GhEyegW7e0AWrdurB4sQJUyRVrYeVKePhhqFLFGew8aVLmAWqbNvD6686I04UL4cEHFaCKiEj+SDmVv3379lm+tlUrDc7xBWNMqDHm5qSjRgbX3Ab8AWwBNgDHjDEv5FUNClFFxC+dO3eOWbNmeXc2vfR05R8reWfFO74tSrIk9ZT+2bNnu1SJSBFz6JAzR3rVKu/+Zs1g0SKoVcuduqTQO3zYCUKbNYN27WDcODh9OuPrGzaEUaNg2zYndH38cWcgtIiISH5KuanU5YLRlCFq69at860m8dIb+BaYmt5JY0wv4HOgImCSjgjgWWPMG3lRgEJUEfFL3333HTExl0bt16lTh4E9Bnpd88y8Zzh47qCvS5PL6N27t1f7559/JjExzzdmFJGU9u935kpv2eLd36GDszilltSQbLp4ESZPhj59oEYNePJJ2LQp4+tr1oS//x3WrIHNm+G556B+fd/VKyIikhyMBgcH07Rp0yxda4yhRYsW+V6bAE6ICrDcWnsgnfOvcSk8XQlMAc4mtf9qjMn1H5RCVBHxS6mn8g8ZMoS3bniLksVKevoiYyP5609/9XVpchlXXXUVpUqV8rRPnDjh9UmviOSxgweha1fYs8e7v3t3+OUXKFvWnbqk0LEWVqyAhx6CqlVhyBD48UdIyGD1nLJl4c9/dlaK2LMHXn0VWrZ01j8VERHxteSRqE2aNCEkJCTTa5N/P6lXrx4lSpTI8LqLFy+yYcMGzpw5k+bcgQMHOH78eM4LLnraAhb4NfUJY0xrnLmnFhhtrW1vrR0CtAOicILUe3JbgEJUEfE7p0+fTjMFfOjQoVSNqMor3V/x6p+2ZRrfbfvOl+XJZQQFBdG9e3evPk3pF8knhw45Aeru3d79/frB999DJr8UiCQ7dgxeew2aNoX27eGddzKerh8Y6OxbNnUq/PGHM7W/UyfIZO8OERGRfHfq1Cn2798PXH56fmRkJDt37gQyn/Y/fvx4SpcuTfPmzalcuTIff/wxAAcPHqRdu3bUrFmTihUr0r17d44ePZo3X4h/q5D0uC2dc8lrwsUBLyd3Wmt3ApNwQtRrcluAflwREb/z7bffEhcX52nXq1fPM8Xi/jb3c1W1q7yuf+jHh4iMifRpjZI5rYsq4gOHDzubSCX9EuAxaJAzD7t4cXfqkkLBWmelh1tvddYr/fvfnWn4GWnWDEaPdnL7776DW26BYsV8Vq6IiEimsrNR1Lp167DWZnrtypUreeqpp5gwYQLr1q3jT3/6E3fffTczZ86kf//+REVFMXPmTBYtWkRwcDD3339/3n0x/qt80uO5dM4lB6RLrbWpP8pdkfR4RW4LCMrtDURECppJkyZ5tYcOHYpJmhsYGBDIeze9R+t3W5NgnfmFB88d5PkFzzO612if1yrpSx2iLl26lHPnzlGyZMkMXiEi2XLkiDMCdft27/5bboEvv4TgYHfqkgLv1Cn45BN4911n46fMlCsHw4bBiBGapi8iIgVbTjeVyujajz76iL/85S+MGDECgLFjxxIVFcXAgQMpW7Ys69ato1KlSoDz+2u1atU4ceIE5cuXT/d+AjijSQFCvTqdX/Y7ksFUf+BE0mOup1hpJKqI+JWTJ08yZ84cr76hQ4d6tZtXas7jHR/36huzfAxrDmvdzYKiVq1aNGjQwNOOj49n3rx5LlYk4keOHnVGoKZOwPr3h6++UoAqaVgLS5bA8OHOWqePPZZxgBoYCDffDNOmOdP1x4yBVq0UoIqISMGWHIwGBARcdqOorISoe/bsoU2bNl59r732GgB33XWXJ0AFKFmyJHXq1GFP6vXpJbXkBWRTbz3ZHiid9HxpOq8LS3q8mNsCFKKKiF+ZNm0a8fHxnnbjxo3T3Vnxuc7PUbt0bU870Sby6OxHPdMyxH2a0i+SD06ccDaM2rLFu//mm+Gbb+AymyhI0XL2LLz9NjRvDtdcA599BjEx6V9bt66zLuqhQzBjBgwYoG8nEREpPLK6UVTKa6tVq0aFChXSvaZatWrs2rXLq2/27NnExcUxceJErzVQY2Ji2L9/P9WqVcvNl1AUrMUZjXqbMSblaNQ/JT3GAUvSeV2dpMfDuS1AIaqI+JVvvvnGqz1kyJB0rwsPCWfcjeO8+hbuW8iMbTPyrTbJnvRCVIXcIrkQGQk33gibNnn39+kDkyYp8RKP1avh3nudUaePPAIbN6Z/XVAQDB4Mc+Y4I1OfeAJSDKwREREpNLZs2YK1lq1bt1722jVr1mCt5eDBgxleM3jwYF5//XUWLlxIVFQUkydP5v777+eNN96gVKlS3HjjjWzbto0zZ87w6KOP0qhRI6pWrZqXX5I/mpz0WBdYYIz5qzHmPeAenKn8P1hro9J53VVJ5zelcy5bjH4hvSQ8PNxGRaX331tECoOjR49StWpVEhMTPX1btmyhYcOGGb7mhi9u4KedP3nadcvWZdOfNxESqDDBbVFRUZQrV46YFMOetm/fTr169VysSqSQiomBvn2dtCulG26A6dO1w48QH++MIH3zTVi8OPNra9eGkSPh7ruhcmVfVCci4r+2bNlCo0aN3C5D8sFjjz3G//73P0/7/vvvZ/z48WzatImePXty+LAzMLJChQrMnTuXZs2a5Ws9ufleM8ZEW2vD87ik7NYQAPwGtMUJRT2ngBigvbV2Q6rXlASOAcHAY9baMbmpQSNRRcRvTJs2zStAbd68eaYBKsDr179OgLn0V+HOUzt5Z8U7+VajZF14eDjXXnutV5+m9IvkQEIC3Hln2gC1e3dn4UoFqEXa6dPw+utw5ZUwaFDGAWpgoLNs7qxZsGsX/POfClBFREQyM3r0aDZv3sz06dPZtGkTEyZMwBhD06ZN2bZtG9OmTWP69Ons3Lkz3wNUf2CtTQRuAGbghKgm6fgDGJQ6QE0yAkgeITU3tzUE5fYG2WWMKQtcARyy1h7x9fuLiP9KPZU/9YZS6WlSsQkjW49kwqoJnr4XF77I8BbDKRtaNs9rlOzp1auX10Zhs2fP5uGHH3axIpFCxlp4+GGYPNm7v21bZwRq8eLu1CWu27YN3noLPv4YoqMzvq5GDbjvPmd6v5ZqExERyZ5GjRqlO/ozIiKCAQMGuFBR4WatPQkMMMZUwFnrNBrYlBSwpmcrcDeQaK3NYIGirPPZdP6kL/A9oBuwB6gJbAZGWms3+6SIy9B0fpHC68iRI1StWtVrzcwdO3ZQt27dy772WNQx6o2tx7mYc56+v7T/C2NuyNVIf8kDGzZsoHnz5p52eHg4p06dIkRrN4pkzXPPwb//7d3XoAEsWgQZbIQg/sta+OUXZ8r+rFmZX9ujB/zlL84yuoGBPilPRKRI0nR+8ZXCPp2/IPDldP4vgWJAdWttS6AKsB6YZ4zJfOszEZHL+Pbbb70C1FatWmUpQAWoGF6RZ659xqvvnZXvsO3EtjytUbKvadOmXgusR0VFsWRJehsuikgab72VNkCtXh1+/lkBahETHQ3vvgtNmkCvXhkHqMWLw5/+BBs2OGHrTTcpQBURERFJ5pMQ1RhTHugOvGStjQSw1sYATwMVcUaniojk2NSpU73aAwcOzNbr/3LVX6hduranHZ8Yz9/n/D0vSpNcMMbQs2dPrz6tiyqSBV9/DX/9q3df2bJOgFqzpjs1ic+dPAkvvOBMyX/gAdiyJf3rqlaF//wHDhyA996Dpk19WqaIiIgUcsaYD40xx4wxmU6ZN8a0M8YkGGMG+aq2vOSrkajJC26VStVfMenR+KgOEfFDJ0+eZP78+V59gwZl7+/k4kHFebXHq1593237jnl75uW6Psmd1CHq3Lm5Xg9cxL8tXQojRnj3hYfDjz+CpgsWCQcOwKOPOnn5qFFw6lT61111FXz1Fezd62wUVb68T8sUERER//Ex0DuzC4wxgcCrQKEdFeOTjaWstQeNMauA14wxK6y1J5LWSP0SZxetOZnfQUQkYzNmzCAhIcHTbtKkCQ0aNMj2fQY3Hsyb1d9k2cFlnr7Hf36clX9aSWCA5jO6pVs378kKq1at4vTp05QpU8alikQKsF27oF8/iIm51BccDNOmOYmZ+LWtW+HVV+HzzyE+Pv1rgoJg0CBnoHKHDr6tT0RERPyTtfZXY0zty1z2CDAVaJfb9zPGtAV6AY2BMlwavJkZa63tnpv39UmImqQ/MANYb4z5BLgXOAv0stZqNycRybHUU/mzOwo1mTGG0b1G03FiR0/f2iNr+WTdJ9zT6p5c1Sg5V6lSJZo3b8769esBsNYyf/58brnlFpcrEylgTp+GPn3gxAnv/okTIdWIbvEvK1bAK6/At986m0elp0wZZ0r/n//sLI0rIiIi4ivGmGrAAJzlPHMcohpj6uCMeu2U3ZcCGfyUlHU+21jKWnsIeAEoBzwGlAfGWWs3+aoGEfE/Z86c4ZdffvHqy+56qCl1qN6B25re5tU3auEoYuJjMniF+EL37t4fGM6ZowkMIl5iY2HgQNiWakO8556DO+90pybJV9bCnDnQvTu0bw/Tp6cfoFatCm+8Afv2OeueKkAVERGRHAgyxqxMcYzM5uvfBJ6y1iZc7sKMGGMqAYtxAlSTzSNP+CxENcbchTMS9TOgCnAH8KIxZpyvahAR//P9998TFxfnaderV4+mudwR45XurxASGOJp7z+7nw/XfJire0ru9OjRw6utdVFFUrDWGWKYam1obr/d2VVI/EpCAkyZAu3awfXXw7wMlu6uVw/efx9274bHHoOICN/WKSIiIn4l3lrbNsXxXjZf3xb42hizFxgEvGOM6Z/NezwHVE56vgEYBtQCiltrA7Jw5HqNPp+EqMaYUsAE4G1r7X3W2lPW2i9xpvQ/YIxp6Is6RMT/TJkyxas9aNAgjMndB021Stfi/jb3e/W9vOhlLsZfzNV9Jeeuu+46goIurUCzfft29u/f72JFIgXI//0ffPSRd1+nTs40/lz+fSgFR2IiTJoEzZrB4MGwalX617VuDZMnw5YtcN99UKyYb+sUERERSc1ae4W1tra1tjYwBfiztfbbbN6mD86U/I1AB2vtV9baA9ba2LytNmO+GolaAygGvJ+q/wecYbX1fVSHiPiR8+fPM3u298Z+uZnKn9I/rvkHxYMurU19KPIQ763K7odtkldKlChBh1Q7oGg0qghOWvb00959V17pLI5ZPCvr60tBZ62zL1iLFjB0qBOOpqdrV/j5Z1i50tk4KlD7IYqIiIiPGGO+ApYBDYwxB40x9xpjHjDGPJCHb1Mp6fE9a+2FPLxvlvkqRN0BxACtUvW3TXpMtYCXiMjl/fjjj1y8eGl0aO3atWndunWe3LtqRFUebPugV98ri18hOi46T+4v2acp/SKprF8Pd93l3VemDPzwA5Qv705NkmeshZkzoU0bZ7nbjRvTv65/f/jtN2da//XXa/CxiIiI+J619jZrbRVrbbC1trq1dqK1doK1dkI6146w1k5J7z6XcTzp8Wjuqs05n4So1toYnM2k3jbGvGiM6WeMeQz4BhhtrVWIKiLZlnoq/8CBA3M9lT+lpzo9RVhwmKd95PwRJqxM82+A+EjqEHXOnDnYjLahFvF3p07BgAFwIcWH8EFBzpDFBg3cq0tyzVqYNcvZLOrmm2HNmrTXBAQ4+4Vt2uRsKHXVVb6vU0RERMTH1ic91nKrAJ9tLGWtHQ90B8oCI4GGwHBr7RO+qkFE/Ed0dDQ//vijV19eTeVPVqlEJR5u97BX3/8t/j+iYqPy9H0ka9q3b0+JEiU87aNHj7Jp0yYXKxJxSUKCs2nU7t3e/ePHQ5curpQkuWctzJnjLGd7443OtPzUjHH+6Ddvhk8/hcaNfV+niIiIiEvG4ywJOsytAnwWogJYa1daax+21vax1o601v7iy/cXEf8xe/ZsoqIuhZnVqlXjqnwYivNkpycpEXIpuDsefZxxK8bl+fvI5QUHB9O5c2evPk3plyLp2Wch1XrQPPigs4uQFEoLFkDnzs50/GXL0r9myBBnSv8XX2iwsYiIiBQ91tofgI+BlsaYscYYn2aa4OMQVUQkr0ydOtWrfcsttxAQkPd/pZUPK89fr/qrV99/l/yXyJjIPH8vubz0pvSLFClTpsArr3j3XX01vPmmK+VI7vz+O3Tv7mwKtWhR+tcMGADr1sE332jkqYiIiBR5I4FxwJ+BVcaYB40xbYwxtY0xNS935PbNFaKKSKETExPDzJkzvfoGDRqUb+/3WMfHKFmspKd98sJJ3lr+Vr69n2QsdYi6YMEC4uLiXKpGxMc2bYIRI7z7qlRxgtWQEFdKkpzZvh0GD3bWMp03L/1rbroJVq1ylrlt3ty39YmIiIgURNbaeOBNYA3QAngb+B3YBey5zLE77R2zRyGqiBQ6c+bM4dy5c552xYoV6dSpU769X9nQsjza4VGvvteXvc7Zi2fz7T0lfU2aNKFSpUqe9vnz51mxYoWLFYn4yJkzzjbsKZYxITgYpk51glQpFA4fdlZeaNzYyb7Tc8MNzgjV776D1q19W5+IiIhIQWaMGQFsAVoBFmeN1OwcuRKUmxcbY6oBzwM9gfJAJLAX2ISTCq8G1llro3NXpojIJamn8g8YMIDAwMB8fc9HOzzKmOVjOHPxDABnLp7hzd/e5Pkuz+fr+4o3Ywzdu3fnyy+/9PTNmTOHq6++2sWqRPJZYiLccQfs3OndP3YsdOzoTk2SLefOwWuvwejREJ3BT8Xdu8OLLzqrM4iIiIiIN2NMR2Ail8LQSGAlcBSI8UUNOQ5RjTHVcYbMJg8JMkAYUBFoD9yd1G+NMTtwQlXPYa09mdP3FpGiKy4ujhkzZnj15edU/mSlipfiiY5P8K/5//L0/e+3//FYx8eIKBaR7+8vl/To0SNNiPrcc8+5WJFIPnv9dfjhB+++++6DkSPdqUeyLD4eJk6E556DY8fSv6ZNG3j1VSdEFREREZEM/RMne0wEngXesNbG+rKA3EznfwGojPMFJOCMOl0CHMd7qGwA0AAYCvwfMBs4ZozZl4v3FpEiasGCBZw6dcrTLlu2bJod2/PLX676C+VCy3naZ2PO8t6q93zy3nJJ91RJw2+//cb58+ddqkYkny1dCk8/7d131VXw9ttgcj0jSfLRTz9BixbwwAPpB6hXXulsFpW8uZSIiIi46+zZswQGBmKMydFx8qTGCuazNjhT+L+y1r7i6wAVchei9kp6PA20s9a2tdZea62tjDM6tTdOSjwJ2JF0bcpwtXou3ltEiqjUU/n79+9PcHCwT947olgEj7R/xKvvf7/9j9gEn//dXaTVrFmTevXqedpxcXEsymhba5HC7NQpuO02SEi41Fe2LEyeDMWKuVeXZGrDBujVy1nbdPPmtOcrVYJx42DLFhgyBAK0Q4GIiEiBsGzZMhITE3P02vr161OuXLnLXyi5UTrp8Se3CsjNmqgVcRLgcdbadSlPWGuPAz8nHQAYY0rg7JzVKsUhIpJlCQkJTJ8+3atv4MCBPq3h4fYP89+l/yU6zlnU7lDkIb7c8CUjWo7waR1FXY8ePdixY4enPWfOHG644QYXKxLJY9bC3XfD/v3e/Z9+CjVquFOTZOr4cfjXv+CDD5xlbFMLDYUnn3SOEiV8X5+IiIhkrn79+ml+3wRYuHAhb775JgAPPfQQPXr0SHNN5cqV87s8gUPAlTjT+V2RmxD1GFAVZxOpy7LWnseZ7r8kF+8pIkXY4sWLOZZiTmTJkiXTTO3Ob+XCynFvq3sZ+/tYT99rS19jeIvhBBgNJ/KV7t27M378eE97zpw5LlYjkg/GjHG2Z0/p8cehTx936pEMxcXBO+/ACy/AmTNpzxsDd90FL70E1ar5ujoRERHJqjp16lCnTp00/StXrvQ8Hzp0KNdee60vy5JLfsEJUdsAX7lRQG5+49+Y9KjP0kXEJ1JP5b/55psp5sKU1sc6PkagCfS0Nx/fzA/bf8jkFZLXunbtikmxHuT69eu9AnaRQm3FCvj737372reH//zHnXokQ7/8Ai1bwt/+ln6A2rUrrFoFH32kAFVERKSwWr9+ved58+bNXaykyHsTuAjcZ4xx5Ser3IxE/RpnXdTrgIl5U46ISPoSExPThKi+nsqfrHbp2gxtOpQvN1zaIf6/S//LTQ1ucqWeoqhs2bK0adPG61PhefPmceutt7pYlUgeOHMGhg51hjcmK1XK2YEoJMS1ssTb7t3w2GMwY0b65+vXh9dfh759tf+XiIjkjQULivY/KF26WNfee906ZwXLmjVrUqpUKdfqKOqstTuMMXcCXwDzjDF3WGtX+LKG3ISoXwJ/B4YYY0ZZa3fnUU0iImksX76cP/74w9MODw+nV69embwifz159ZNeIeri/YtZemApV9e42rWaipru3bt7hahz5sxRiCqFm7Vw332wZ493/0cfQe3arpQk3i5ehFdfhVdegZiYtOcjIuD55+GRR5R5i4iI+IMzZ86wP2mN+hYtWrhcTdFmjHku6enPwE3Ab8aYVcBy4CRZWCvVWvtibmrIcYhqrY1LSoDnAdOMMd2ttSdzU4yISEamTJni1e7Tpw+hoaEuVQMtK7ek15W9mL1rtqfvv0v+y7e3futaTUVNjx49ePXVVz3tefPmuViNSB744ANINeKeRx6BAQPcqUe8/Pij88exO4NhA/fc46y4UKmSb+sSERGR/KOp/AXKCzgb3JP0aHDWR22TjXvkKkTN8ZqoxphNwBPAfKA5sMoYo5/yRSTPWWsLzFT+lP7eyXvNwhnbZrDl+BaXqil6rr76aoKDgz3tPXv2sG/fPhcrEsmFnTvh0Ue9+1q3htdec6ce8di3z8mx+/RJP0Dt0AF+/x0mTlSAKiIi4m+Sp/KDQtQCwqQ4Urcvd+RabqbzNwIaJj23QE1gijHmIM7Q2t+B1cAGa21srqoUkSJt9erVXuFY8eLFufHGG12syNG1dlfaVm3Lyj8uTSl/fenrTOynZaJ9ISwsjA4dOrBo0SJP3/z58xkxYoR7RYnkRHw8DB8OUVGX+sLDnXVQXdg8TxyxsTB6NLz4Ily4kPZ8xYpOxn3HHRCQm61aRUREssDNNUGLMoWoBUpXtwvIzY98yZ/Fp06AqwP3ABNwgtRIY8waY8yHxpiHjTFXG2PCcvG+zhsZ09sYs80Ys9MY8490zpcyxsw0xqwzxmwyxtyd2/cUEXeknsrfu3dvSpQo4VI1lxhj+PvV3qNRP1v/GYfOHXKpoqKnW7duXu358+e7VIlILrz6Kixb5t335ptQt64r5QgsXeoMBP7nP9MGqAEB8PDDsG2bk30rQBUREfFfGzZsAJyBPPXq1cvSa/bu3Ysxhi5duhAdHc3LL79M06ZNCQsL44orruCFF14gISEhP8v2S9bahbk9cltDjn/ss9bWBUoB1wKPAB8AK4EYvIfLBuNM978LGAMsAs4mLQeQI8aYQGAccAPQGLjNGNM41WUPAZuttS2ALsAbxhgt8S9SyFhr04SoBWEqf7JbGt3ClWWu9LTjEuMYs3yMixUVLV27en8YOX/+fKzVp/RSiKxaBS+84N13001w772ulFPUnTkDDz4InTrBpnR+Ur3qKlixAsaOhdKlfV2diIiI+Nr27dsBqF+/PoGBgVl6zdq1awEoX748rVu3Zty4cTRq1IjOnTtz4MABRo0axf/+97/8KlnyUa4+O7fWnrfWLrHWjrPWjrTWtgdKAE2BYcBrwC/AcbyD1UAuLQWQE+2Bndba3UlLBXwN9EtdHhBhjDFJNZ0C4nPxniLigg0bNrBz505POzg4mJtuusnFirwFBgTyxNVPePVNWDmBsxfPulRR0dKhQweKFy/uaR84cIDdGe36IlLQXLjgzAWPT/HjSYUK8P77YPJk2SbJImth8mRo1AgmTEh7vlw5548leYSqiIiI+L/Y2FjOnDkDQLVq1bL8uuQQderUqfTt25e9e/cyefJkZs2a5RkglHqgkBQOeT4ByVqbaK3dbK39ylr7lLW2l7W2MlAVuBF4GpgEbM/F21QDDqRoH0zqS+ltnHVb/wA2AH+11iamvpExZqQxZqUxZmV8vDJWkYIm9YZS119/PaVKlXKpmvTd1eIuKoZX9LQjYyP5ZN0nLlZUdBQrVoyrr77aq09T+qXQeOop2LrVu+/997U7kY8dOAA33wxDhsCRI2nPjxjh/DHdd5+m7ouIiBQ1JumD7fPnz2f5NcnrqN500028/vrrhIRcmhTdq1cvAI4dO5aHVfoXY0yVgvo+PvtR0Fp7xFr7k7X2/6y1t1prG+XidukNz0g9f7MXsBYnvG0JvG2MKZlOXe9Za9taa9sGBeVmny0RyQ+pQ9RBgwa5VEnGQoNDeajdQ159b//+NolpP7eRfJDelH6RAu/nn5054Sndey/0Sz2xRvJLYiK8+y40aQLff5/2fL16MHcufPQRlC/v+/pERETEXSEhIdSuXRuAxYsX87e//Y1Jkybx7bffEhMTk+HrkkeiPvvss2nOHT16FICqVavmeb1+ZJcx5n/GmMr5cXNjTGVjzFvAzstenEph/Tz9IFAjRbs6zojTlO4GplnHTmAPuVtCQER8bOvWrWxKsShdYGAgN998s4sVZWxkm5EEBwR72jtO7eDnXT+7WFHRoXVRpdA5dQruTrXfZZ06oLWxfGbXLujeHR54ACIjvc8FB8O//gXr10OqvetERESkiHnkkUcAZ6+OMWPGMHToUIYNG0ZwcHC61589e5a9e/dStWpV2rVrl+b8+vXrAWjatGn+FV34FQf+ghOmvm2MuSovbmqM6WCMGQ/swtlHqfhlXpJGYQ1RVwD1jDFXJG0WdSvwXapr9gPdAYwxlYAGgBbKEylEUo9C7dq1K+XKlXOpmsxVLlGZIU2GePWN/X1sBldLXmrXrh1hYWGe9uHDh9m2bZuLFYlcxl/+An+k+Ow3IAA+/RQiItyrqYhISHCy6mbNYMGCtOc7dYK1a+Hf/4bi2f6xWkRERPzNo48+yoQJE2jdurXnd45mzZoRkMEaP8lT+dMLUAHWrFkDQKtWrfKhWr8xECfTCwUeBJYaY7YbY14wxnQ2xoRn5SbGmBLGmC5Jr9sOLAFGJt13L3BLdgvz+fx1Y8yHSU+PA/+z1qaz+lTmrLXxxpiHgdk4m1R9aK3dZIx5IOn8BODfwMfGmA040/+fstaeyJMvQkR8ojBM5U/p4fYP88WGLzztWTtmsfPUTuqWretiVf4vJCSEa665hp9/vjTyd/78+TRsqMkHUgD98AN88YV33z/+4aR3kq+2bIF77oHffkt7rkQJePVVZ2Sq1j0VERGRlO6//37uv//+LF2bPJU/o5BUIerlWWunG2N+xBkt+hRQAagLPJt0JBpjtgDbcDaRPwVEAiWBsklHA5zZ6Mk/2SUvC3oM+D9gvLU24zUZMuDGIqAjuLR+6UPGmDHAf6212drK2lr7I/Bjqr4JKZ7/AfTMXaki4pbdu3d7/oEBZ0Hv/v37u1dQFlxV7SraVm3Lyj9WAmCxvLPiHUb3Gu1yZf6va9euaULUBx980MWKRNJx9iyk/gG8eXN4/nl36ikiEhJgzBh4+mlIb/mynj3hvfegVi3f1yYiIiL+JTlEbd26dbrn16xZQ2BgIM2aNfNhVYVPUsA52hjzDnAX8ADQIul0INAk6chMyv2U1gLvAJ/lJDxN5tZn7SbpCAP+Aew2xjzpUi0iUgClHoV63XXXUamA71htjOHhdg979X245kPOx2Z9J0fJmdTroi5YsEDrokrB8/e/w6FDl9qBgc6uRSl2bJW8tXs3dO0Kjz+eNkAtXRo+/BB++kkBqoiIiOSN5On86YWop06dYv/+/TRo0IDQ0FBfl1YoWWsvWmvftda2ApoDzwGLgAtcyhbTO6KBX3FGrja11ra21n6QmwAV3AlRRyUdrwG/AYlAGZzhtCIiAEyZMsWrPXDgQJcqyZ6hTYdSPuzSNs5nY87yxfovMnmF5IU2bdoQkWI9yePHj3ttSibiunnznOGOKT35JGQwSkFyx1qYMMEZ6LtoUdrz/frBpk3O/l7GpD0vIiIikl3x8fFs2rSJChUqUK1atTTnNZU/d6y1G621L1lrO+NM3a8PXA8MBYYnPV4P1ANKWWu7WGtfttZuzqsafB6iWmtHJR1PWWuvxlmrYADwtq9rEZGC6cCBA/z+++9efbfcku01n11RPKg4I1uP9Oob+/tYjYrMZ0FBQVx33XVeffPnz3epGpFUoqLgvvu8+xo00DT+fHLwIPTuDQ8+6PynT6l0afj8c5g+HapWdaU8ERER8VNbt24lJiYm06n8AC1btvRhVf7JWptord1prZ1rrZ1srf086XGutXaXtTYxP97X9aXzrbWR1toZ1tq/ul2LiBQM06ZN82p37Ngx3U/yCqoH2j5AoAn0tDcd38SCvQvcK6iISD2lXyGqFBj/+hfs2XOpbQxMnKjt3/PBN99As2aQYolkjxtugI0bYdgwjT4VERGRvNe0aVOstfz000/pnn/iiSew1vLEE0/4uDLJK66HqCIiqRXWqfzJapSqQf+G/b36xv4+1p1iipDUIerChQtJTMyXDyBFsm7ZMmdXo5QeeQQ6dXKnHj917hwMHw633gpnznifK1EC3n8ffvgBCtHncSIiIiJSwChEFZEC5fDhwyxZssSrr7CFqACPtH/Eqz1j2wz2n93vUjVFQ4sWLShdurSnferUKdavX+9eQSIxMXDvvc4Cnclq14aXX3atJH+0eDG0aAGffZb2XJcusGGDs5qCRp+KiIiISG4oRBWRAmX69Ole64e2adOG2rVru1dQDl1X6zqaVmzqaSfaRMavGO9iRf4vMDCQzp07e/XNmzfPpWpEgH//G7Zs8e57/31naKTkWlycs1JC586wd6/3uZAQeOMNmDvXya1FRERERHJLIaqIFChTp071ahfGUagAxpg0o1HfX/0+F+IuuFRR0aB1UaXA2LwZ/vtf775774UePdypx8/s2gXXXOMM6k29akfTprBiBTz2GAToJ10RERERySM+/9HSGFPWGNPGGFPZ1+8tIgXb8ePHWbhwoVdfYQ1RAYY1G0bp4qU97ZMXTjJp0yT3CioCUoeov/76K/Hx8S5VI0WWtfDnPztDJZNVqQKvv+5eTX7kq6+gVSv4/fe05/76VydAbd7c93WJiIiIiH/zWYhqjKlgjJkO7AEmApuNMYuNMY19VYOIFGwzZswgISHB027WrBn169d3saLcCQ8J556W93j1fbDmA5eqKRqaNm1KuXLlPO1z586xZs0aFyuSIumzzyDVB0KMGQMp1uyV7IuKcgbz3n47REZ6n6tSBWbPhjffhOLFXSlPRERERPycL0eifgkUA6pba1sCVYD1wDxjjBYHExG/mcqf0sg2I73ai/cvZuuJrS5V4/8CAgLo0qWLV5+m9ItPnToFTzzh3de7Nwwa5E49fmLDBmjXDj78MO25/v1h/Xro2dPnZYmIiIhIEeKTENUYUx7oDrxkrY0EsNbGAE8DFYFuvqhDRAqu06dPM3fuXK++QX4QOjQo34Dral3n1Tdx9USXqikaunXz/idFIar41D//CcePX2oXLw5vv62t4XPIWpgwwQlQU+/RVawYjBsH06ZB+fLu1CciIiIiRYevRqImT6wqlaq/YtKjfrMQKeJmzpxJXIr1Axs0aEDjxv6x2sd9re7zan+y7hNiE2Jdqsb/pV4XddGiRV7fWyL55rff4L33vPuefhquvNKdegq5yEi49VZ48EGIifE+16ABLF/uLD2rfFpEREREfMEnIaq19iCwCngtaVQqxpgKOFP8/wDm+KIOESm4Uk/lHzRoEMZPfjMe1HgQpYpd+gzpePRxvtv2nYsV+beGDRtSufKlvQujoqJYuXKlixVJkRAfDw884N1Xvz78/e/u1FPIbdgAbdvCpHT24hsxAlatghYtfF6WiIiIiBRhvlwTtT9wEVhvjHkF2IQzMrWXtTbKh3WISAETGRnJ7Nmzvfr8YT3UZKHBodzR/A6vvg9Wa4Op/GKM0bqo4ntjx8K6dd5977zjzDmXbPnkE7jqKti+3bu/RAn4/HP46CMID3enNhEREREpunwWolprDwEvAOWAx4DywDhr7SZf1SAiBdMPP/xATIq5mldccQUtW7Z0r6B8cF9r7yn9P+/6mb1n9rpTTBGQekr/vHnzXKpEioSDB+G557z7br8dund3p55C6sIFuO8+Z6TphQve55o3h9WrYdgwV0oTEREREfFdiGqMuQuYAXwGVAHuAF40xozzVQ0iUjD581T+ZC0rt6Rt1baetsXy0ZqPXKzIv6UOUZcsWeIV1IvkqUcfhfPnL7VLlYI33nCvnkJo507o2BEmprPv3r33OsvN1qvn+7pEREREpHAxjseMMUuNMTuNMb8aY94xxvzJGNPWGJPjqWI+CVGNMaWACcDb1tr7rLWnrLVfAvcCDxhjGvqiDhEpeKKjo/nxxx+9+vxpKn9KqTeY+nDthyQkJrhUjX+rW7cu1apV87QvXrzI8uXLXaxI/NbcuTBlinffyy9DinV5JXM//OCsf5p6NYTQUGfq/gcfOM9FRERERLLgOeA1oANQB7gGeAAnl1wORBpjNhhjPjXGPJqdG/tqJGoNoBjwfqr+HwAD1PdRHSJSwPz0009ER0d72jVq1KB9+/YuVpR/bmt2G2HBYZ72wXMH+XnXzy5W5L+MMWlGo2pdVMlz8fHw179697Vtm3aDKUlXYiK8+CLcdBOcPet9rn59WL7cmdovIiIiIpINdwEJwAAgDLgC6AeMAr7D2eC+Cc4M+dezc2Nfhag7gBigVar+5Lmt23xUh4gUMFNSjeC65ZZb/G4qf7KSxUoytMlQr773V6f+bEnyikJUyXfvvgubUi3t/vbbEBjoTj2FyNmz0L8/PP88WOt9bsgQWLECmjVzpTQRERERKdwqAb9Ya2dYay9aa/dZa2daa1+01g6w1tbG2a+pB/D37NzYJyGqtTYGZzOpt40xLxpj+hljHgO+AUZbaxWiihRBMTExfP/99159/jqVP1nqDaZmbp/JkfNHXKrGv6UOUZctW8aF1LvViOTUyZPw7LPefcOHO9vKS6Y2bYJ27WDmTO/+wEAYPRq+/hpKlnSnNhEREREp9HYD5zO7wFp72lo7z1qbrY0MfLaxlLV2PNAdKAuMBBoCw621T/iqBhEpWH755RciIyM97cqVK3P11Ve7WFH+61i9I40rNPa04xPj+XTdpy5W5L+uuOIKatWq5WnHxsaybNkyFysSv/LCC3D69KV2eDi88opr5RQWU6c6OfOOHd79FSrAL784e3T56WQEEREREfGNr4FOxpigvL6xz0JUAGvtSmvtw9baPtbakdbaX3z5/iJSsKSeyj9gwAAC/XwarDEmzQZTH6z+AJt6PqvkiW7dunm1NaVf8sTGjTB+vHffv/4FVau6U08hkJjoTN0fNAiiorzPtW0Lq1ZBqsHjIiIiIiI5MRqIBF7O6xv7NEQVEUkWGxvLjBkzvPoGDRrkUjW+dWeLOwkJDPG0d5zawa/7fnWxIv+ldVElz1nrbCaVkHCpr04d+NvfXCupoDt/3glPX3wx7bl77oFFi6BGDd/XJSIiIiJ+6QdgA/CEMWa6MaZ1Xt1YIaqIuGL+/PmcOXPG0y5XrhzXXXedewX5UPmw8gxoOMCrb+KaiS5V499Sh6jLly/n/PlMl8cRydyMGTBvnnffG29A8eLu1FPA7d0LnTrB9One/cHBzmDeDz7QfzoRERERyVNdgEGAAfoBK4wxB4wx04wxzxpj+hhjquTkxgpRRcQVU6dO9Wr379+foKA8X7KkwEq9wdS0LdOIio3K4GrJqerVq1O3bl1POz4+niVLlrhYkRRqFy/C44979/XoAf36uVNPAbdokbOB1Pr13v0VKsDcufDAA1r/VERERETy3BXAAGAU8C2wD6gG9E/q+w44aIw5Yoz5ITs3zlWIaoypZox5zxiz1xhz3hhz2BizzBjzgTHmIWNMR2NMWG7eQ0T8T3x8PN9++61XX1GZyp+sa+2uVC9Z3dOOioti+tbpmbxCckpT+iXPvPkm7N59qR0YCP/7n5LAdHzwAXTvDidOePc3bw4rVsC117pTl4iIiEhGzp49S2BgIMaYHB0nT550+0sQwFq7z1o7w1o7ylp7i7W2DlAa6Az8FfgYWAOUAnpn5945DlGNMdWBFcC9QA0gDKgEtAfuBt4CFgPnjDFbjDFfGmOeNMb0MMaUy+n7ikjht2jRIo4fP+5plypVKs0GQP4uMCCQYc2GefV9uu5Tl6rxbwpRJU8cPgwvveTd9+CD0LSpO/UUUAkJzmDdP/0J4uK8z91yCyxZArVquVObiIiISGaWLVtGYmJijl5bv359ypVT1JWfjDFlcvpaa+05a+0ia+1Ya+291tq2QAmgeXbuk5u5sy8AlZOexwPrgQtAPaBiiusM0ACoDwz1dBpz0FqrH6NFiqDUU/n79etHSEhIBlf7rzub38mrS171tOfumcuhc4eoVrKai1X5ny5duni1V61axblz5yhZsqQ7BUnh9Pzz3tvKly0Lo0a5V08BFBUFw4Y5y8am9vzz8NxzEKCFpERERKSAql+/PtNTL+QOLFy4kDfffBOAhx56iB49eqS5pnLlymn6JM+dNMZsBUZYa3/P7c2stQnApuy8Jjchaq+kx9NAN2vtuuQTxpgKQKtUR12cQDVZdUSkyElMTGTatGlefQMHDnSpGnc1qdiE1lVas/rwagASbSJfbviSJzs96XJl/qVKlSo0bNiQrVu3ApCQkMCiRYvo06ePy5VJobFpE0xMtfnbiy86QaoA8McfcNNNsHq1d39oKHzyCQwe7E5dIiIiIllVp04d6tSpk6Z/5cqVnudDhw7lWq1L5KYGXBrQ6XO5GQ9QEbDAuJQBKoC19ri19mdr7avW2luttQ1w1hq4FvgL8BGwLs0dRcTvLVu2jMOHD3vaJUqUoGfPni5W5K47m9/p1f50/adYa12qxn9pSr/kyj/+ASmndtWvDyNHuldPAbNuHVx1VdoAtUoVZ3MpBagiIiJSmK1PsUtm8+bZmv0tfiY3IeqxpMcsDX211p631i6x1r6dtP5A61y8t4gUUqmn8vft25fixYu7VI37bmt6G4Em0NPeeGwj647qM6a8phBVcmzBAvj+e+++//s/CA52pZyC5ocf4Jpr4OBB7/4WLeD336FNG3fqEhER8Tc53ezIXw43rVvn/H5Ws2ZNSpUq5Wot4q7chKjJUXyJvChERPyftTZNiFpUp/Inq1SiEr3q9vLq+2zdZy5V479Sr4u6Zs0aTp8+7U4xUngkJsKTqZbX6NQJ+vd3pZyC5p134Oab4fx57/4+fZwRqNW1cJOIiIgUcmfOnGH//v0AtGjRIsuvmz9/PsYY7rrrrvwqTbLIGJNnox9yE6J+hbPGaec8qkVE/NzKlSs9/wABhIaGcsMNN7hYUcGQekr/lxu/JD4x3qVq/FOFChVo1qyZp22tZeHChS5WJIXCpEmQYg0sAF57DVweDeG2xERnhYOHHvJe5QDgkUfg228hIsKV0kRERETyVE6n8q9OWueojablFAQ3GmMijTFLcnujy4aoxpjyGZz6GtgIDDHG1M1tISLi/1KPQr3hhhsIDw93qZqCo1+DfpQsdmmn+CPnjzBn9xwXK/JPmtIv2RITA//8p3ffwIHQsaM79RQQsbEwfDi8+qp3f0AAvPWWcwTlZttSERERkQIkeSo/KEQtQHoYYzoZY7L6sX0IEA50yO0bZ2Uk6lFjzAFjzAxjzAvGmJuNMTWstfHAnUA0MC2TsFVEBGstU6ZM8eor6lP5k4UGhzKo0SCvvs/Wa0p/XlOIKtnyzjuwd++ldlAQvPKKa+UUBGfPwo03whdfePeHhcGMGc4oVBEREckf1toifbglNyFqYGAgLVu2zIeqiryHgF+BM8aYPcaYb40xLxpjBhlj6pu0i+henfQYnds3zkqIaoCqQF/gWWA6sNcYcwz4L/A70BRYZYzpl9uCRMQ/rV+/nl27dnnaISEh9O3b18WKCpbhLYZ7tadvmU5kTKRL1finzp07ey1Kv2HDBo4fP+5iRVJgnT4N//63d98DD0C9eu7UUwAcOgTXXQdz53r3V6jg7L2lv85FRETEH23YsAGA4sWLUy+LPwtGR0ezfft2GjZsSEBAAP/5z39o2rQpYWFhXHHFFbzwwgskJCTkZ9n+zqQ4agE3Ac8A3wBbgPPGmDXGmO+NMQuARwALbM3tG2clRH0fWAnEpCq0PNADuD6pmBo4I1J3G2PGG2PuNsa0NMZoUpeIpBmF2rNnT0qWLJnB1UXPtbWupWapmp72hfgLTN0yNZNXSHaVKVMmzSfBWhdV0vXKK06QmiwiAp591r16XLZ5s7OKQYolwQCoWxeWLYN27dypS0RERCS/bd++HYD69esTGBiYpdesXbuWxMREqlevTtu2bRk7diyNGjWic+fOHDhwgFGjRvG///0vP8v2d28CLwMzgf14Z5UGCAWaAzcA13Ip+3wvt2982RDVWnu/tfYqICKpiLuAMThDZyNTFEnSY21gJPABsAonAV5ljHnfGPNnY0xHY0xYbgsXkcIl9XqomsrvLcAEcEezO7z6Pl33qUvV+C9N6ZfL2rfPWdgzpaeegooV3anHZcuWwTXXwIED3v1XXQVLl8KVV7pTl4iIiEh+i42N5cyZMwBUq1Yty69LXg919uzZ3HDDDezbt4/Jkycza9Ysz+Ci1IOMJFsWWGuftdb2s9bWBsrgbHr/F2Aizoz5s1zKKvcAj1tr38/tG2d5lKi1NgFnI6mNgGexPmPMlUAroHXSYysg5W8aIUDLpCNZojFmu7W2SU4LF5HCY/PmzWzZssXTDgoK4uabb3axooLpzhZ38p/F//G0F+xdwIGzB6hRqoaLVfmXrl27Mnr0aE9bIaqk8fzzzqZSyapWhUcfda8eF/30k7OXVnSq1aNuvhm++spZC1VERETEnxljsNZy/vz5LL8mOUTt378/r7/+ute5Xr16AXDs2LG8K7KIs9aeBRYlHR7GmOCk83F59V5Zmc6fKWvtLmvtFGvt09baG6y1lYHqOGsSPA98CxzAe2htINAwt+8tIoXD5MmTvdrdu3enbNmyLlVTcDUs35B2VS/Ni7VYvtjwRSavkOy69tprCQi49E/fli1bOHLkiIsVSYGyZQt8lmpTtxdfLJJp4VdfwU03pQ1Q778fpk4tkv9JREREpIgJCQmhdu3aACxevJi//e1vTJo0iW+//ZaYlB+6p7JmzRoARo0alebc0aNHAahatWreFyxerLVxeRmgQh6EqOmx1v5hrf3BWvtva+0tScNry+Gsofp34CtgW368t4gUPKmnKgwePNilSgq+1BtMfbb+M1d3o/Q3pUqVok2bNl59CxYscKcYKXiefx4SEy+1GzaEESNcK8ctb78Nw4ZBfLx3//PPw/jxEKTV7kVERKSIeOSRRwCw1jJmzBiGDh3KsGHDCA4OTvf62NhYNm3axBVXXEHz5s3TnF+ftMh806ZN869oFxhjPjTGHDPGbMzg/DBjzPqkY6kxpoWva8wL+RKipsdae9paO89a+7q1dpi1trGv3ltE3LN161Y2brz092hgYCD9+vVzsaKC7damtxIUcCmh2Hx8MxuPpfvvkOSQ1kWVdK1ZA6lGzfPii5DFDQT8gbVOUPrII87zZMbA2LHwwgvOcxEREZGi4tFHH2XChAm0bt2asKSpOM2aNfOa3ZbShg0biIuLo10GO28mj1Jt1apV/hTsno+B3pmc3wN0ttY2B/5NzjZ5cn10kc9CVBEpmlKPQu3WrRvly5d3qZqCr3xYea6vc71X39cbv3apGv+kEFXS9eyz3u2WLZ0FQYuIxER4+GEnN04pKAi++MI5JyIiIlIU3X///axatYqoqCistfz2228ZXpu8HmrLli3TPe+vIaq19lfgVCbnl1prTyc1f8NZBjS7ygA3Autz8No8oRBVRPJV6vVQBw0a5FIlhcetTW/1an+z6RtN6c9D11xzDUEp5iPv2LGDQ4cOuViRuG7pUvjhB+++l1+GDEYY+Jv4eGfVgnfe8e4PC4Pvv4fbbnOlLBEREZFCJzkkzSxEDQwMpFmzZj6sKk8EGWNWpjhG5uJe9wKzsvsia+05a+1sa+3eXLx3rvj8t4OkdRI+NMa8aoyp7Ov3FxHf2b59u2fNF4CAgAAGDBjgYkWFQ78G/SgWWMzT3nV6F6sOr3KxIv9SokSJNNNrtC5qEWYtPPOMd9/VV8MNN7hTj4/FxMDQoWn30ypTBubOhaQNZEVEREQkC5JHoqY30vTUqVPs37+fBg0aEBoa6uvSciveWts2xZGT6fgYY7rihKhP5W15vuHGEIsRwF3AE8BOY8zLxphSLtQhIvks9VT+Ll26UKFCBZeqKTxKFS/FDfW8AxxN6c9bmtIvHnPnQuoQ/eWXi8Tin9HR0L8/TJvm3V+lCixaBB06uFKWiIiISKGUkJDA+vXrqVSpEpUrpx0z6K9T+bPKGNMc+ADoZ6096XY9OeHWPDWTdIQB/wB2G2OedKkWEcknqUPUwYMHu1RJ4XNrk7RT+hNtYgZXS3YpRBUg/VGo118PXbq4Uo4vRUbCjTfCTz9599eq5QSoTZq4U5eIiIhIYbV161YuXLhw2fVQMzrvz4wxNYFpwJ3W2u1u15NTxtfr7Bljnk96GgZcC7QDAgFrrXV1C9zw8HAbFRXlZgkifmPXrl3UrVvX0w4ICOCPP/6gUqVKLlZVeETFRlHx9YpEx0V7+hbfvZhONTu5WJX/iI6OpnTp0sTFxXn69u3bR82aNV2sSnzuu++gXz/vvuXLoX17d+rxkVOnnNUKfv/du79+fZgzB2rUcKcuERGRomjLli00atTI7TKkCMjN95oxJtpaG57J+a+ALkB54CjwPBAMYK2dYIz5ABgI7Et6Sby1tm2OinGRz0eiWmtHJR1PWWuvBsoCA4C3fV2LiOSf1KNQr7vuOgWo2RAeEs7NDW726tOU/rwTFhZGh1RzlTUatYhJTIRnn/Xu69fP7wPUY8ega9e0AWrz5vDrrwpQRURERCT7rLW3WWurWGuDrbXVrbUTrbUTrLUTks7fZ60tY61tmXQUugAV3JvO72GtjbTWzrDW/tXtWkQk70yePNmrPWjQIJcqKbyGNhnq1Z60eRLxifEuVeN/NKW/iJs0CVJsfIcx8O9/u1ePDxw96gSoKb9scHLj+fNBn3OJiIiIiGTM9RBVRPzPnj17WLXq0m7yxhhuueUWFysqnHrX7U3JYiU97WNRx1i4d6GLFfmXLqnWvZw/fz6+XuJGXJKQAC+84N13223QrJkr5fjC4cPOUq+bN3v3X3edM4W/bFlXyhIRERERKTQUoopInks9lf+aa66hSpUqLlVTeBUPKs6AhgO8+r7Z9I1L1fifjh07UqxYMU97//797Nmzx8WKxGe++Qa2bbvUDgxMG6r6kUOHnAB161bv/p49YdYsiIhwpSwRERERkUJFIaqI5LnUIergwYNdqqTwu7XprV7tqVumEpsQ61I1/qV48eJ07NjRq09T+ouAhIS00/bvvBPq1XOnnnx28KAToG5PtQfqDTfAjBkQFuZKWSIiIiIihY5CVBHJU/v27eP3VDuWaCp/znW/ojvlQst52qcunGLO7jkuVuRftC5qETR5sveQzMBAeOYZ9+rJR/v3Q+fOsHOnd3/fvjB9OhQv7k5dIiIiIiKFkc9DVGNMWWNMG2NMZV+/t4jkv6lTp3q1O3XqRLVq1VyqpvALDgxmYKOBXn1fb/zapWr8T3ohqtZF9WOJiWlHoQ4bBnXrulNPPtq3zwlQd+/27u/XD6ZOhRQrWYiIiIiISBb4LEQ1xlQwxkwH9gATgc3GmMXGmMa+qkFE8t/kyZO92oMGDXKpEv+Rekr/t1u/5WL8RZeq8S/t27cnNDTU0/7jjz/YsWOHixVJvpo61XtnpYAA+Ne/3Ksnnxw4AF27wt693v0DBzoDcUNCXClLRERERKRQ8+VI1C+BYkB1a21LoAqwHphnjCnhwzpEJJ8cOHCA3377zatv4MCBGVwtWXVdreuoXOLS4P3I2Ehm7ZjlYkX+o1ixYnTq1MmrT1P6/VRiIrz4onff7bf73Vqohw45AWrqPdKGDIGvvoLgYHfqEhERkYxpJpTkN32P5Y0gX7yJMaY80B24xlobCWCtjTHGPA08AHQDvvNFLSKSf1JP5e/QoQM1atRwqRr/ERgQyODGgxn7+1hP39ebvmZAowE5ul98/HliYw8RE3OIuLhTJCScIz7+rOcxPv4ciYkXgUTAJv2Dm3wEEBgYTmBgBEFBEQQGliAwMILAwAhCQipRrFg1QkKqERRUCmNMHnz1+a9r167MmXNpndn58+dz//33u1iR5Ivp02HjxkttY/xuLdTDh6FbN9i1y7t/6FD4/HMI8slPfSIiIpIdAQEBJCYmEhgY6HYp4scSExMJCCia2yIZYz5Menoc+J+19khO7+WrH6eTty4olaq/YtJj4fhNW0QyNWXKFK/24MGDXarE/9za9FavEHXmtpmcjz1PiZC0A/kTE2O5cGEn0dHbiI7eyoULO4iJOUhMzCFiYg6SkHAu3+sNCAhNClSrUrz4FYSHNyIszDlCQ+tgTMH5ITH1uqgLFizAWltoQmDJgvRGod56KzRs6E49+eDoUejeHbZv9+4fNEgBqoiISEEWGhpKVFQUJUuWdLsU8WNRUVFey5gVMSNwRgQBPGSMGQP811p7Nrs3Mr4a0muMWQGEAl2stSeMMRWAWUBloIG1NsonhWQiPDzcRkW5XoZIoXTo0CGqV6/u1bd3715q1arlUkX+JdEmcsWYK9h/dr+nb9LAb7ip7lVERq4iMnIVUVHrk0LTPUCCe8VehjEhhIXVJzy8KRERV1GyZAciIloREODOTjdxcXGUKVOGlH//b968mUaNGrlSj+SD6dPhllsutY2BTZvAT/6Mjx93pvBv2uTd378/TJqkKfwiIiIF2enTp4mOjtZmvJKvDh06RFhYGGXKlMnR640x0dba8DwuyyeMMYmpuixwBvg/a+1r2bmXL8cl9AdmAOuNMZ8A9wJngV4FIUAVkdyZNm2aV7t9+/YKUPNQgAngtkZ9WLxjPA0joH4ElDg2nN9OxLhdWrZZG0tU1EaiojZy7NjXgBOslijRkpIlO1CyZAfKlOlGSEgln9QTHBzMtddey08//eTpmz9/vkJUf2Ft2lGoQ4b4TYB68iT06JE2QO3bF775RgGqiIhIQVeyZElOnDjB6dOncxxwiWQmOaivXLny5S/2T6OSHsOAa4F2QBng/4CCGaJaaw8ZY14ApgKPAcHAf6y1mzJ9oYgUCpMnT/ZqDxo0yKVK/EdMzBHOnv2VM2d+5ezZX+ldbAO9m3pdkaP7GhNCsWJVCQmpRkhIBQIDSxEUVJKgoFIEBjqPAQGhGBOAs9qKcxhjsDaBhIQoEhIiSUg473mMjz9DTMxhz1qriYkXslWTtbFERv5OZOTvHDr0FgDh4S0oW7YXZcv2pGTJTgQGFr/MXXKua9euaULUP//5z/n2fuJD330Ha9d69z37rCul5LWzZ6FXL1i/3rv/hhtgyhQICXGnLhEREcm6wMBAatWqxb59+4iOjiYiIoLw8HACAgK0vJTkiLWWxMREoqKiiIyMJDo6mlq1ahXZdXettaNSto0xETh7M3XL7r18OZ3/LuBD4CPg70BvYALwmbX2IZ8UcRmazi+SM4cPH6ZatWpeO/7t3r2bK664wsWqCp+EhAucObOQU6dmcerUbC5c2JbjexUrVp2wsIaEhTUkNLQBxYv/P3v3HRbVlT5w/HsYOqIoKKKi2MCCWDEmMbElxhY1xlRTNCam974pm3U3fdObazSmaJqaaCzRJEbzi9FYAbvYFbELgiB1zu+PGcodQIEZuAy8n+eZ53ree+49r7tG4eWUCHx8muPj0wIvr2B7gbRqaK3JyztDTk4y2dmH7HuzbicjYzuZmdvJzT1e4Xd6ePgRFNSf4OARhISMwcfHtT9FXbduHb179y5sh4SEcOzYsTq7+XqtoTX06gUbNxbFxo4Fhx/6uKOMDBgyBFauNMavvNJWN/atup85CCGEEKIK5Ofnk5aWRnp6OufOncNqdVyBLET5eXh44OfnR2BgIPXr13e6gOrOy/ldqVqKqEqpBsBRYKrW+uFi8euAb4HOWusdVZ7IBUgRVYjK+eijj3jggQcK2z179mT9+vUmZuQ+MjN324umP5OauhyrNatCz+dqCyFBF1OvXk8CA3sQEBCNn18knp4lD5yqKXJzT5GRsY309PWkpa0hLe1vsrMPVOANiqCgfjRufJ3LCqp5eXkEBweTllZ06NamTZvo0qWL0+8WJlqyxDYts7hNm8DN/3/Nzoarr4ZffzXGBwyAhQvB39+cvIQQQgghRO0kRVSb6lrOHw74AJ86xBdhWycaCZheRBVCVM6cOXMM7euuu86kTGo+rTVnzyZw8uRcTpyYS2bm9go8rdBebflx3252pEPiWUjLD+Dok8vwtrjPul0vr2CCgi4jKOiywlh29lHS09dw5sxqUlOXk56+jqIDFB1pUlNXkJq6gl27HqBBg8tp0uRGQkNvwtOzQaVy8vT05PLLL2fhwoWFseXLl0sR1d29+qqxfc01bl9Azc2FG28sWUC9+GLbDFQpoAohhBBCCFE1qmsmqg+2k68maa2/Kha/HFgBdNRaV37dqovITFQhKu7YsWM0a9bMsNxk9+7dtG3b1sSsahatNenpazlxwlY4zcraW84nLQQG9iAoqB8NGvSjQYNLUZZAmr3VjBOZJwp7/TzuZ4a0G1I1yZskN/cUKSnLOH16KSkpv5CdnXTBZzw8/Gjc+DrCwu6y/W9VwT2k3n77bR5//PHC9ujRo/nxxx8rnLuoIf76C/r2NcbWrbMt73dTVivcdhvMmmWMd+sGy5dDUJAZWQkhhBBCiNpOZqLaVMtMVK11tlLqMeBDpVR7YAPQFngSeLsmFFCFEJXz448/Ggqo3bt3lwKqXUbGdo4dm8mxY7PKvVzdxyecRo2G0qjRUBo2HIinZ/0SfUZ3GM2nG4sm9s/dNrfWFVG9vIJp0uR6mjS5Hq01mZnbOXlyPidOzObs2bhSn7Faz3Hs2JccO/Ylfn5RhIXdSdOmt+Ht3aRcYw4YMMDQ/uOPP7BarbIvqrtynIV65ZVuXUDVGu6/v2QBtUMH+OUXKaAKIYQQQggBoGyzaR4FxgJNgGRgCxBn/2zWWlfqlOZqO1gKQCnVCxgPtAYOA7O11r+e96FqJDNRhai4QYMG8fvvvxe2X375Zf7xj3+YmJG5srOPcvz4txw7NpOzZzeU4wkLQUH9aNRoKMHBQ/H373TBGZRLdy9lyKyiommwXzBHnziKp0d17dBirszM3Zw4Mfu8BdUCSnnRpMmNhIc/Tr16Xc/b12q1EhISQkpKSmFs48aNdO/e3SV5i2qUkGCbnlnc77/bNg11Q1rD00/Dm28a461bw59/QvPm5uQlhBBCCCHqBneaiaqU+ifwIrbtQ4srKIDmAzuxF1W11u+U+93VWUSt6aSIKkTFnDhxgqZNmxpmou7cuZPIyEgTs6p+VmsOp04t4MiRaZw+/Qtw/pM0lfKmUaPBhIRcS0jISLy8GlVovJz8HEL/G0pqVmphbNltyxjYemAlsndvmZm7OX58FkeOfEZ29sHz9g0KGkR4+GM0ajQEpUqfXXrNNdcwb968wvZbb73FY4895sqURXW46Sb49tuidp8+sGoVVHCLh5ri9dfhmWeMsWbNbAXUNm3MyUkIIYQQQtQdblZE3Qu0AK4DlgKhQAzQvdinpb271lpbyvtuWaMohKg0x6X8MTExdaqAmpmZyJ49T7F6dThbt47l9OkllFVA9fDwpXHjsXTs+A2XXnqCLl0WEBY2vsIFVABvizejokYZYnO3za3Mb8Ht+fu3IyLin/Tps5eYmCU0bjwWpbxK7ZuauozNm4ezbl00ycmfkp+fVaKP45L+5cuXV0neogrt3g3ff2+MPfus2xZQp00rWUANCYHffpMCqhBCCCGEEKUIBX7VWs/XWmdprQ9orRdorSdrra/RWkcAwcAVwFMVebHMRC1GZqIKUTGDBw/m12JHRP/73//m+eefNzGjqpefn8WJE3M4cuRTzpz5vwv0VjRsOIjQ0FsICbmm1P1NK2vBzgWM/HZkYbtpvaYcfuwwHmXMsKxLcnKOc+zYVyQnT+Hcud1l9vP2bk6rVs8SFnYnHh4+AGzevJmYmJjCPvXr1+fUqVN4etaNrRJqhUmT4NOiPYPp3Bk2bQI33Nv2hx/guutsB0oVCAyEFSugRw/T0hJCCCGEEHWMm81E3Qxs01rf4PJ3u6KIqpQKxFbpzQaStdb5Tr/UBFJEFaL8Tp48SdOmTcnPL/rPffv27XTo0MHErKpOVlYSycmfcOTIp+Tmnjhv34CAroSG3kJo6E34+FTNZoVZeVk0frMxZ3POFsb+nPAnfVv2Pc9TdYvWVk6dWsihQ2+dt+Dt49OCli3/QVjYHYAXoaGhnDx5svD+2rVriY2NrYaMhdOSk20bhebkFMVmzoRx48zLqZKWL4chQ4y/FR8fWLoU+vUzLy8hhBBCCFH3uFkR9R/A/UArrXWeK9/t1LQMpVQfpdRKIAXbpqz7gXNKqS1Kqa+UUo8qpforpYKcT1UIUZPMnz/fUECNjo6udQVUrTWpqX+wZctY/v47goMHXymzgGqxNKBZs/vo2TOO2Nh4WrZ8osoKqAC+nr6MiBxhiNXVJf1lUcqDkJCRdO/+Bz16rKNJk5uAktvdZGcnsWvXfaxZ056jRz+lX7/LDfdlSb8befttY9WxdWu4weU/gK5yGzfCqFHG34qHh22bVymgCiGEEEIIUUQpNUMp9YBS6mKllB/wNrY65cuuHqvSRVSlVC9gOXCx/T3K/vEEOgE3A/8FlgGnlFJ7lVJzlVLPK6WGK6WaOZ29EMI0s2fPNrTHjh1rUiauZ7Vmc+TIZ6xf35X4+P6cPDkX2wF+JTVo0JcOHb7gkkuSiYz8iMDAbtWW57UdrzW0f9jxA7JFS+nq1+9Fp05f06fPPlq0eBQPD98SfbKzD5GYeA+tW/9hiEsR1U2cOgVTphhjTz0FbrYVQ2KibQZqerox/umnMHq0KSkJIYQQQghRk90OvAesBM4Aa4CDwBNKqTlKqc6uGqjSy/mVUguBYYDGVuFdCpwCIoBo+9VR8cG01rpGfWcjy/mFKJ/Tp08TGhpKXl7RzPitW7fSqVMnE7NyXm7uaZKTp3D48Afk5Bwts5/F0oCwsAmEhU0iIKBjNWZolJGTQeM3G3Mu71xhbO2da4ltLkvPLyQ7+wgHD75OcvIUtM423DtwAMaPL2rXq1eP06dP4+VV+oFVoob417/gpZeK2k2bwr594FuyYF5TJSfDJZfY/gwW9/rrtnqwEEIIIYQQZqjJy/mVUv2BHsU+kRgnjWpgH7AOiLd/4rTWxys6ljNFzEvsiRwAemutTxa/qZRqAHQDuhe7dgDku1Ah3Ny8efMMBdSOHTu6dQH13Ll9JCW9w5Ej07FaM8vs5+/fmRYtHqRJk3F4etarxgxLF+AdwND2Q/lh+w+Fsbnb50oRtRx8fMJo3/5dWrZ8ioMHXyM5+X9obVs73bIlNGwIKSm2vmfPnmXVqoX063eNiRmL8zp7Ft5/3xh79FG3KqCmpcHQoSULqE8+KQVUIYQQQgghyqK1XgGsKGjbl/R3o6io2h3oDLQBbsA+wVMpdQxbMXV4ecdypojqbb9+4FhABdBanwH+sH+wJ+iNbZZqN2y/CSGEG/ruu+8MbXddyn/2bAIHDrzKiROzAWsZvTwICRlN8+YPEhTUD6VUdaZ4Qdd2vNZQRJ2zbQ6vDnq1xuVZU/n4NKN9+/cJD3+KgwdfJjn5U5TKp1s328E+BWbNuo4WLR6nVasXakQBXTiYPh1Ony5qBwXBPfeYlk5F5eTAmDGwaZMxPmGCbRaqEEIIIYQQony01ueA1fYPAEopL6ALRUXVHkAMMKQi73ZmOf8WoCNwk9b6+0q9pIaR5fxCXNiJEycICwszHCq1ZcsWOnd22TYjVe7MmdUcOPAyp08vKrOPxVKPsLC7aNHiYXx9W1VjdhWTlp1G4zcbk5NfdAJN/N3xdG3a1cSs3FdGxnb27n2KGTMW8s47RfFeveDNN8HHpwXt2r1HSMg1UqiuKfLyoF074xTO556D//zHvJwqwGqF226DWbOM8REj4Mcf3W5LVyGEEEIIUQvVhOX8SqmGWusUF77PA+igtd5W3mcqfbAU8Jv92taJdwgh3MwPP/xgKKB27tzZLQqoWmtSUpYRHz+QuLhLyiygens3o02b1+nT5xDt2r1dowuoAPV96jO47WBD7McdP5qUjfsLCOhIly4LuOmmzw3xLVsgNxeys5PYuvVaNm8ewblze81JUhjNmWMsoPr4wIMPmpdPBT37bMkCau/e8O23UkAVQgghhBCimFNKqW1Kqd6ueJnW2lqRAio4V0T9GNtx1bcomY4jRJ3huJT/hhtuMCmT8tFac+rUEuLiLiEh4QpSU0s/aT0gIJoOHT6nT599tGz5FF5eQdWbqBOu6WDcq3P+zvkmZVJ79Op1G82aNStsZ2XBjh1F90+fXsy6dZ3Zv/8/WK3ZpbxBVAutbVOEi7v9dggNNSefCvrgA3jjDWOsXTtYuBACauS2/UIIIYQQQpgqCmhq1uCVLqJqrROBf2Fb0u8ea+aEEE45evQof/zxhyFWU4uoWmtOn15KXNwlbN48lLS0v0vtFxh4EdHRP9Gr1yaaNr0dDw/vUvvVZFdHXo2HKvrrPP5oPPtT95uXUC2glGLAgAGGWHy88Z9MqzWL/ftfYN26rqSm/lmd6YkCK1bAxo1FbaXgscdMS6ci5s6Fhx82xpo0gSVLoHFjc3ISQgghhBBClM2ZmagArwDTgGeUUu8ppdznGFwhRIXNnTsXq7XoAKZu3boRGRlpYkYl2YqnvxIXdymbNg0ps3gaFDSQrl2X0aPHakJCrnbr/S0bBzTm0vBLDbH5O2Q2qrMci6i7d/eiQYPLSvQ7d24n8fH92LXrYfLzZV/tauU4C3XkSIiKMieXCli5EsaNs02kLRAQAIsWQVvZJEkIIYQQQogayakiqradSvU+sB14ANillPqnUuoipZT7TecSQpxXTV/Kn5Kygri4y9i0aTBpaatL7RMcPILu3VfTrdsyGjYc6NbF0+JGRY0ytGVJv/Mci6hr1iTQocNSOnT4HC+vEIfemsOH32fduhhSU/9AVIMtW+Dnn42xJ580J5cK2LULRo2C7GK7QFgstq1de/UyLy8hhBBCCCFqI6WUl6veVekiqrJ5H0jAtqQfoBnwIrAKSFdKxSulZiilHlRK9VVK1XM+ZSGEGQ4fPszKlSsNseuvv96kbIzS0taTkHAVCQkDSEv7q9Q+wcFX07PnBrp0WUCDBn2qOcOqN6qDsYj6fwf+j1OZp0zKpnZo3bo1LVu2LGxnZ2ezZs0amja9nd69dxIWNqnEM1lZe4mP709i4gPk5Z2tznTrnrfeMrb79IFLLjEnl3I6eRKGDYPTp43xadNgyBBzchJCCCGEEKKWG6aUSldKlV4sqABnZqLegW32qSrj4wV0AW4D3gX+AFKVUjuVUt8opWr+dBEhRKHZs2eji609jY2NpU2bNiZmBBkZ29my5Vo2bowlJeWXUvsEB4+gR491dOnyE4GBPao5w+rTrlE7optEF7bzdT6Ldi0yMSP3V9q+qMuX2w4m8/JqRFTU/+jadTm+vq1LPJuc/BHr18us1Cpz+HDJI+2ffNK2J2oNlZUFo0fD7t3G+EsvwfjxJiQkhBBCCCGEe7pCKXWpUiqwnP29gQDA6dlUzhRR77VfNTALGAL0AsYALwE/AUkYC6seQHvgeuA1J8YWQlSzmrSUPyvrANu3j2fdumhOnvyh1D6NGg2jR4+1dOmygPr168YaWVnS73qORdTff//d0G7YsD+xsZtp3vzBEs9mZe0jPn4Ae/c+i9WaU5Vp1j0ffAC5uUXtdu1sa+RrKKsVJkyAvxx+9n3bbfDii+bkJIQQQgghhJu6H/g/bBM19yml5imlJiulxiqlIlXJPfsKlqtlOjuwKj6zrEIPKnUGqAfM11qPOU+/RkAPoLv90wNoZx/bUqnBq0hAQIDOyJBDQYRwdODAASIiIkrEii91rg65uakcPPgqSUnvoXV2qX0aNOhHmzav0KBBzV7WWxXWJ68n9tPYwra/lz8nnzyJn5efiVm5t0OHDhn+nHt6epKSkkK9eiV3p0lN/YMdOyaSlbWnxL3AwF507DgLf/+adRCbW0pPh/BwOHOmKPbxx3DvvWU/Y7LnnoNXXjHG+veHpUvBW3aQF0IIIYQQNZxSKlNrHWByDlZsEzkdi6SOhc0sIBE4jK1u2df+zEatdSxOcGYmakEF46fzddJan9Za/6a1flNrfbPWugPQACh5xLEQokb6/vvvDe2LL764WguoVmsOSUkfsGZNOw4deqPUAmq9ej2JiVlKt27L62QBFaBnWE+aBzYvbGfmZvLb3t9MzMj9hYeH0759+8J2Xl4ef/75Z6l9g4L6ERubQIsWj+D473p6+nrWr+9OcvI0KvvDS2E3bZqxgBoSArffbl4+F/DZZyULqB06wA8/SAFVCCGEEEKISngXeBlYAByk5PaifkAMMBRb7bGg9jnV2YGdKaIm2q95FX1Qa52htV7lxNhCiGpk1lJ+rTUnTvzAunWd2b37IfLySh6U5O/fgc6d59Cz5zoaNRpMyZn7dYdSSpb0V4FBgwYZ2o5L+ouzWAJo1+4dunb9DW/vZoZ7VmsmiYl3sXXrWHJz5dCvSsnNhXfeMcbuvx/8/c3J5wJ++w3uvtsYa9wYFi2Chg3NyUkIIYQQQgg3t0Jr/YLWepTWOgJoCPQDHgKmA2uBMxTNbNkHPK61/tTZgZ0pon5nT6huTvkSoo7YvXs3GzZsKGwrpbjuuuuqfNy0tDXExV3G1q3Xcu7c7hL3vb2bERU1ndjYLTRufG2dLp4WN7rDaEP7p50/kW/NNyeZWsKxiLps2bILPtOw4UBiYzcRElJyt5uTJ39g3bqunDnj9OGQdc/s2XDoUFHb19dWRK2BduyAsWMhr9iPmn19YcECMPlMPiGEEEIIIWoNrfUZrfWfWusPtdZ3aa37aK0bAT6Ar9a6rdb6XVeM5UwRdTq2au6tSqnmF+oshHBPjkv5L7vsMpo1a1ZGb+edO7eXrVtvZOPGPqSllSwyeXgEEBExmYsuSiQs7A6UqlFbK5uuX0Q/Gvg0KGyfyDzB6qTVJmbk/vr3729ox8fHc+rUhWeSenkF07nzHKKipuHhYZwpmZNzmLi4fhw69JYs7y8vrUvOQh0/3ja1s4Y5dQpGjDDuOqAUzJwJF11kXl5CCCGEEELUFVrrXK117oV7ll+li6ha60zgJiAfmGc/QEoIUctU11L+3NzT7N79OGvXduDEie9K6eFBWNjdXHTRbiIiXsBiMXVP6xrL2+LNsPbDDLH5O2RJvzNCQkLo1q1bYVtrzfLly8v1rFKKsLCJ9OoVR2BgL4e7+ezZ8wRbtlxDbm6K6xKurf76C9avN8YefdScXM4jJ8c2A3WPw/lir78O115rTk5CCCGEEEII51W6iKqU2gX8A/gb6AmsV0qNcFViQgjz7dixg02bNhW2PTw8uNbFVQCrNYdDh95hzZp2JCW9TWk/KAoOHkFs7Gaioqbg49PUpePXRo5L+n/c8aPMdnRSZZb0F+fvH0n37n8RHv5kiXunTs1nw4aepKWtL+VJUejdd43tESMgMtKUVMqiNTzwAKxYYYxPmABPPGFKSkIIIYQQQtQWpn9T68xy/rbA1cCV2H4jEcB8pdRepdQnSqk7lFLdlFKeLshTCGECx1moAwYMIDQ01GXvP3VqCevWxbBnz2Pk5ZWciVevXne6dl1Gly4LCAjo5LJxa7sh7YbgbSk69ntPyh62ndhmYkbuz9kiKoCHhzdt275BdPR8PD2DDPeysvYRF3cphw9/LAXv0uzbBz/+aIzVwFmo774LnzpsV3/55TBlim05vxBCCCGEEKLSGgLDgE0X6lhVnCmibges2A6XKvjWQAGtgEnAp8AG4KxSaoNSappS6j6l1MVKqZp5jK4QopDWmm+++cYQu/76613y7szM3WzePJLNm4dy7tzOEvd9fMLp0OFLevZcT8OGA10yZl1S36c+A1sb/3ebv1OW9Dvjsssuw9Oz6GeCu3bt4lDxA44qICRkJD17llzer3UOu3bdz44dE8jPz3Iq31rnww/Bai1qd+kCAwaYl08pFi2Cxx83xtq0gblzwdu79GeEEEIIIYQQ5aO1TtNaL9Va7zcrB2f2RO0M1AN6YyuafgysBjIoKqwqwBvoBkwAPgBWAmeUUludSVwIUbXi4+PZubOowOnp6en0Uv68vLPs3fss69Z15tSpBSXuWyyBtG79Kr1776Rp01tRypmf89Rto6NGG9rzdswzJY/aol69evTp08cQ+/333yv9Pj+/CLp3X0nz5g+UuHfs2BfEx19GVlblirS1Tno6TJtmjD3ySI2a2rllC9x4o205f4H69WHBAggJMS8vIYQQQgghhOs4VaHQWmdrrddrradprR/QWl+qta4PRAE3AK8BS4BjGAurFqCDc6kLIaqS4yzUq666iuDg4Eq9S2vNsWOzWLs2ioMHX0PrHIceirCwu7joot20avUMFotfJbMWBUZGjTS01yWv43DaYZOyqR0GDjTO7q3Mkv7iPDx8aN/+Azp1+g6LJdBwLz19PRs29CI19f+cGqNWmDED0tKK2o0bw803m5ePg5Mn4eqr4ezZopiHB3z3HXSSXUiEEEIIIYSoNapkmpfWepfWerbW+h9a62Fa62ZAU2Ao8CzwHZBYFWMLIZxntVr59ttvDbGbbrqpUu9KT99AXFxftm+/hZyc5BL369e/hJ491xEVNRVv7yaVGkOUFBYYxkXNLzLEZEm/c0rbF9UV+5c2aXI9PXqsxc8vyhDPzT1OQsIgDh/+qO7uk5qfD++/b4zdey/4+pqTj4PcXLjuOti/3xh/5x0YMsSUlIQQQgghhBBVpNrWymqtj9v3Lnhda32T1rpjdY0thKiYVatWGfZ79PPzY9SoURV6R07OCXbunMSGDbGkpa0qcd/bO4yOHWfSvftKAgN7Op2zKGl0h9GG9k87fzInkVqiT58++PsXbemdnJxs2PLCGQEBHejZcw3BwSMMca3z2LXrAXbunFg390lduBD27Clqe3vbiqg1xKOPwooVxtjdd8ODD5qSjhBCCCGEEKIKyYaDQogSHJfyjxw5knr16pXrWas1l6Sk91mzpj1HjnwKGGfQKeVNy5bP0Lv3TkJDx6Fq0L6GtY3jkv7l+5eTnp1uUjbuz9vbm8suu8wQc3ZJf3Geng2Ijp5Pq1Yvlrh39OgMEhIGkZNz3GXjuYV33zW2b7oJmjY1JRVHn34KH31kjPXrBx98UKO2axVCCCGEEEK4iBRRhRAGeXl5zJ492xAr71L+1NSVbNjQg927HyY//0yJ+8HBVxMbu5U2bV7F0zOwlDcIV+oY0pG2DdsWtnPyc/h1768mZuT+SlvS70pKedC69b/o3PlHLBbjDy7S0laxceNFZGTUkXMZ4+NLTvN85BETEilp5Uq4/35jrFUrmD0bvLzMyUkIIYQQQghRtaSIKoQwWLZsGSdOnChsBwUFMeQCm/vl5Jxgx44JxMdfRkbGlhL3/fwi6dJlMV26/IS/fzuX5yxKp5Ti6sirDbEFiQtMyqZ2cDxcasWKFeTn57t8nMaNR9Ojxxr8/Nob4llZ+9m48WJOnVri8jFrHMdZqP37Q7duJiRidPAgXHutbT/UAv7+MH++7cwrIYQQQgghRO0kRVQhhIHjUv4xY8bg4+NTal+t80lO/h9r10Zx9OjnJe5bLIG0bftfYmM3Exw8tCrSFRdwdZSxiLoocRH5VtcX/eqKbt260bBhw8J2SkoK8fHxVTJWQEAnevRYQ1CQcfZrfn46mzcPJynpwyoZt0Y4ehQc/i6qCbNQMzPhmmvguMOuCp9/Dl27mpKSEEIIIYQQoppIEVUIUSgrK4sff/zRECtrKX96+gY2bryExMR7yMtLKXE/NPRWevdOJDz8cTw8vKskX3Fhl7W8jAY+DQrbJzJPsPbwWhMzcm8Wi4UBAwYYYq5e0l+cl1dDYmJ+Jizsboc7VnbvfpDExPuxWvOqbHzTfPIJ5OQUtdu2hREjyu5fDbSGO++EjRuN8eefh+uuMycnIYQQQgghRPWRIqoQotDixYtJS0srbIeGhpYoGOXmppKY+AAbNvQmPb1kMc7fvxPduq2gY8cv8fGpGQfA1GVeFi+GtDNuxyBL+p1T1fuiOvLw8CIy8hPatn0Hx3+2k5M/ZvPmEeTl1aIDw7KzYcoUY+yhh8BiMScfu7feKjk5duRI+Ne/zMlHCCGEEEIIUb2kiCqEKOS4lP/666/HYi9caK05enQma9dGkZz8EWA19PXw8KdNmzfo1SueoKB+1ZWyKAfZF9W1HIuof/75J9nZ2VU6plKK8PBH6NLlpxIHTqWkLCU+vh/Z2UeqNIdqM3u2cb18YCBMmGBePsCyZfD008ZYp07w1VfgIV9JCSGEEEIIUSfIl/5CCADS0tJYsMBYXLv55psByMjYRnz8AHbsuJXc3OMlng0JuZbevXfQsuWTeHjI0dQ1zdD2Q7Gooll8W45vYV/KPhMzcm+RkZE0a9assH3u3Dn+/vvvahk7OHg43buvwsenpSF+9mwcGzf2ISNjW7XkUaU++MDYnjDBVkg1yYEDcMMNYC32c6OgINtBUvXrm5aWEEIIIYQQoppJEVUIAcC8efMMs+lat25Nr15d2LPnGdav78qZM3+UeMbXtw1duiwmOnoOvr7h1ZmuqIBGfo24tOWlhpjMRq08pVS1L+kvrl69LvTsuZbAwF6GeHb2QeLiLiU1teR/q25j7Vrbp7j77zcnF+DcORgzBk6dKoopBV9/De3amZaWEEIIIYQQwgRSRBVCACWX8o8a1Zv167tw6NDraG08uEYpH1q1+iexsVsIDh5anWmKSpIl/a5lZhEVwNs7lG7dVtCo0XBDPC8vlYSEwRw79m215uMyjrNQhwyByEhTUtEa7r235EFSkyfDUPlrTwghhBBCiDpHaa3NzqFSlFJDgPcACzBNa/1aKX36A+8CXsBJrfV5N2oMCAjQGRkZLs9ViJruxIkThIWFkZ+fXxibPh3atCnZt2HDq2jf/gP8/dtXY4bCWYmnEon6MKqw7eXhxcmnTlLfR9YjV0ZSUhLh4UWzry0WC6dPn6Z+Na/vtlrz2LXrAY4c+V+Je23avEnLlk9Uaz5OOXYMwsMhN7cotmgRDBtmSjoffQQPPGCMjRoFP/wg+6AKIYQQQoi6RSmVqbUOqAF5fFasqbXWE13Z/0Lc8tsApZQF+AgYCnQCblJKdXLoEwR8DIzUWncGrqvuPIVwF3PmzDEUUCMiShZQvb2b06nTbGJifpYCqhuKDI4kMrhoRl+uNZelu5eamJF7a9GiBVFRRUXp/Px8VqxYUe15eHh4Ehn5Ca1bv1Li3t69T7J79xNobS3lyRpo6lRjAbVdO9tMVBOsXAmPPGKMRUXBl19KAVUIIYQQQggTjQdut3/GV0H/83LqWwGl1GfFPtNd3f88egO7tdZ7tdY5wLfAKIc+NwM/aK0PAmitS56GI4QAYOZM43+OxpXKiubNH6J37+00aTIWpVS15iZcR5b0u9aVV15paP/666+m5KGUolWrZ+nQ4SuUMh7slpT0Fjt2TMBqzS3j6RoiNxemTDHG7r/flIplcjJcdx3kFdvFJDAQ5s2Tg6SEEEIIIYSoAZT9U1X9y+Tp5PPjgeL7AVxoWmxF+5elOXCoWDsJuMihTyTgpZRaAQQC72mtv3R8kVJqEjAJwNvbu5LpCOGerNZsVq16mlWrNhjiAwbYrgEBXYmK+pT69WNNyE642tWRV/PW6rcK24t3LSbfmo/Fw2JiVu7ryiuv5MMPPyxsm1VELdC06S34+DRjy5bR5OenF8aPHfuS3NxTdO78PRaLv4kZnscPP9iqlwUCAmDChGpPIzcXrr8ejh41xr/8Ejp0qPZ0hBBCCCGEEEb/quL+5+VsERWKqrnl3Vy1ov3P947iHN/nCfQEBgF+wGql1N9a60TDQ1pPBaaCbU9UJ3ISwq2kpv4fiYl388UXOwzxzp0hPNyfiIh/0aLFI3h4uOKvCVETXNryUhr6NiQlKwWAU+dOsTppNX1b9jU5M/fUv39/LBZL4VYYO3fu5NChQ4a9Uqtbw4YD6dbtDzZtGkJubtECjNOnF5GQcCVduizAy6uRafmVyfFAqdtugwYNqj2Np5+Gv/4yxp57DkaPrvZUhBBCCCGEEA601hUqila0/4U4u07uX8U+k6ugf1mSgOLfpbYAkkvps0RrnaG1Pgn8H9DViTGFqBVyc0+zY8edxMf3IyNjB46T50aO7Ehs7BZatnxCCqi1jKeHJ0PbG48V/2nnTyZl4/7q169Pnz59DLHffvvNpGyKBAZ2p3v3v/D1NW5snJa2iri4y8nOPmxSZmWIiytZuXQ80akazJ4N77xjjA0eDP9y6ZddQgghhBBCCHflVBFVa/2v4h9X9z+PdUB7pVRrpZQ3cCPgWAmYD1ymlPJUSvljW+6/3YkxhXBrWmuOHfuatWs7cvSobQ/U3bvhwIGiPp6eFh55ZAV+fq1NylJUNdkX1bVqyr6ojvz929G9+0oCAow/O8zM3MrGjZeQmbnLpMxK4TgLddAg6NSp9L5VZOdOuOMOY6xlS5g1Cyyy24UQQgghhBAC52eimkJrnQc8ACzFVhj9Xmu9VSl1j1LqHnuf7cASYBOwFpimtd5iVs5CmOncuX1s2jSU7dvHGZb4Ok6aGzJkKE2aNKnm7ER1GtJuCJ7FZhjvOLmD3ad3m5iRe3Msov72229YrVaTsjHy8QmjW7cVNGhwuSGenX2QuLjLOHt2k0mZFXPyJHz9tTH24IPVmsLZszBmjO1awMvLNjM1JKRaUxFCCCGEEELUYG5ZRAXQWi/WWkdqrdtqrV+2x6ZoracU6/Om1rqT1jpaa/2uackKYRKrNZeDB99g3brOpKQsNdzLz4fffzcu1x83blx1pidMEOQbxGUtLzPEFuyU2aiV1bt3b+oXO7L9xIkTbNpUA4qTdl5eQcTELCEkZLQhnpt7jPj4/qSlrTEnsQLTpkF2dlE7IgJGjKi24bWGSZNg2zZj/L33oHfvaktDCCGEEEIIt6aU+kwpdVwpVerkRWXzvlJqt1Jqk1KqRxXmopRSkUqpTkopH1e+222LqEKI80tLW8uGDb3Yu/dprNZzhntKeXPkyG2cPJlXGKtXrx4jR46s7jSFCUZGGf9/liX9lefp6cmAAQMMsZqypL+AxeJHp06zadrUeNp9Xl4K8fGDSElZbk5ieXnwySfG2H33Vev6+Y8/hm++McZuuQXuuafaUhBCCCGEEKI2+BwYcp77Q4H29s8k4JPz9C2VUspPKTXS/in1NF+l1E3YzkzaDmwGjiulXqroWGWp8iJqVVaAhRAl5eWdZdeuh9m4sQ8ZGSVnxDVo0I/Y2E389psyxMeMGYO/v391pSlM5Lgv6p8H/+RM1hmTsnF/NXVf1OI8PDyJippG8+YPGeJWawabNg3l5EkTCumLFsHBg0VtPz+YOLHahv/7b3j0UWMsOhqmTAGlSn9GCCGEEEIIUZLW+v+A0+fpMgr4Utv8DQQppcIqOMwQYB4wt7SbSqmrgJlAE0DZP4HAC0qptyo4VqkqXUStCRVgIYTR6dNLWbcumsOH3we04Z6nZ0Oioj6jW7flQDg//PCD4f4tt9xSfYkKU7Vt1Jao4KjCdp41j1/31rzCn7twLKL++eefZGVlmZRN2ZTyoF27d2nV6gVDXOtstm4dw7Fj31ZvQh9/bGzffDM0alQtQ586BddfD7m5RbHAQJg7FwICqiUFIYQQQggh3ImnUmp9sc+kCj7fHDhUrJ1kj1VEwUzXNVrrQ6Xcf5Oi4ul6YA5wxt5+WCnVtZRnKsSZmaimV4CFEDa5uafZvn08mzYNITv7QIn7TZqMo3fvHYSFTUApxYIFC0hPTy+837RpUwYOHFidKQuTDW8/3NBetGuRSZm4v/bt29OyZcvCdlZWFitXrjQxo7IppWjdejJt2rxpiGudx/btN3PkyPTqSSQxEX75xRi7775qGdpqhdtug0MOX3Z9/jlERlZLCkIIIYQQQribPK11r2KfqRV8vrS1XrqU2Pn0sj/zfyVebttjNdp+/22tdW+t9fVALJBhH/+OCo5XgrNFVDCxAixEXae15vjx2axd25Fjx74ocd/XtzUxMb/QqdNMvL2bFMZnzpxp6HfTTTdhqcZ9CIX5hkcai6iLdy3GqmvGqfLuRinlFkv6i2vZ8gkiI/+H8WsZzc6dd5Kc/L+qT2DKFGO7Tx/oUWV7yxu8+SYsXmyMPfYYjBlTLcMLIYQQQghRFyUBxVext8C2cr0iGtuvO0u5d5X9mgu8XBDUWu8Gvsf2jU/fCo5XgjNFVNMrwELUZdnZyWzdOoZt264nN/e4w10PWrR4jNjYzTRqZCzunDx5kiVLlhhispS/7unbsi+B3oGF7eMZx9mQvMHEjNybuxVRAZo1m0THjrMA4w9QEhPv4fDhj6pu4MxMmDHDGKumWagrV8JzzxljffrAa69Vy/BCCCGEEELUVT8Bt9nPTeoDnNFaH6ngO0Ls17RS7hUUSFdprVMc7q2zX1tXcLwSnCmiml4BFqIu0lqTnDyNtWs7cfLkvBL3AwKi6dFjNe3avYXFUnJzv++//568vLzCdseOHenevXtVpixqIG+LN4PbDjbEZEl/5TluhxEXF8eJEydMyqb8QkNvIjp6Lkp5GeK7dj3AoUPvVs2g334LqalF7ZAQuO66qhmrmBMn4IYbID+/KNaoEXz3HXh5lf2cEEIIIYQQ4vyUUt8Aq4EopVSSUmqiUuoepdQ99i6Lgb3AbuBToDKzKAqW0fk5jK2Aiyljoidw0n6tV4kxDZwpoppeARairjl3bg8JCVeQmHgX+fnG09SV8iIi4l/07LmB+vV7l/kOx6X848aNQ8lR1HWS7IvqOo0bNy7xw4hly5aZlE3FhISMIjr6R5TyNsT37HmUgwffLOOpStIaPnKY5TpxIvj6unYcB1Yr3HorJDssGPrySyi2na0QQgghhBCiErTWN2mtw7TWXlrrFlrr6VrrKVrrKfb7Wmt9v9a6rda6i9Z6fSWGKZil4niSQW8gyP7rVaU852+/On36rzNFVNMrwELUFVZrHocOvcW6dV1ITf29xP369fvQq1ccEREv4uHhXcobbPbs2cPq1asNsZtvvtnl+Qr3MLT9UEN7ffJ6jp49alI27s8dl/QXCA4eTpcuP+HhYSxm7t37FAcOvOK6gdauhY0bi9pKwd13u+79ZXj1VVi61Bh7+mkYPrz0/kIIIYQQQogaJx5bLfImpVTxWuRd9msu8Fcpz7WxXyu6fUAJzhRRTa8AC1EXnD27mbi4S9iz5wms1nOGex4e/rRr9y7du68kIKDzBd/19ddfG9p9+/aldWuZFF5XNa3XlF7NehliP+/62aRs3F9pRVStK3rgpHkaNbqKLl0W4uFh+Nko+/Y9x/79k10zyMcfG9vDhkEV/x20fDm8+KIx1rcv/Oc/VTqsEEIIIYQQwrVm26/tgBVKqYeVUlOxnbmkgUVa64xSnrvIfn+rswk4U0SNx+QKsBC1mdWazb59L7JhQw/S09eVuN+w4ZXExm6hRYuHUcpSyhuMtNalLuUXdZss6Xedvn374ltsWfqhQ4dITEw0MaOKa9hwEF26LMbDw7if8v79/2TfvhecKwqfPGnbgLS4Kj5Q6vhxuPlm23L+AiEhtm1ZPT2rdGghhBBCCCGEa80C1mOrRfYC3gYm2u/lAC85PqCUqg8MsDf/cDYBZ4qopleAhaitzpxZzfr13Tlw4N9onWe45+kZRFTUDGJiluLnV/4ZXGvXrjUUdLy8vLiuGg5zETWbYxH1lz2/kJOfY1I27s3X15fLLrvMEHOnJf0FGjbsT0zMEiwW4647Bw78h717n618IXXGDMjOLmq3bg1DhlQ+0QuwWmH8eDhabIcKpWDmTGjevMqGFUIIIYQQQlQBrbUVGArMx1ZXVPZPMjBWa725lMfGAwV7Hjp9aIUzRVTTK8BC1DZ5eWfZteth4uIuJTNze4n7jRuPJTZ2O2Fh4yt8GNQXX3xhaA8bNozg4GCn8hXur2eznoQGhBa203PSWXlwpYkZuTd33he1uKCgvsTE/ILFUt8QP3TodfbseaLihdT8fPjkE2Ps3nvBw5kvQ87v3XfhZ4fdKZ59Fq66qsqGFEIIIYQQQlQhrfUprfU1QBi285i6Ai211mUtqdwBTADGa623ODt+pb97qQkVYCFqk9Onf2HdumgOH34f239SRby9m9K581w6d56Nj0/TCr87Ozubb7/91hC7/fbbnUlX1BIeyqPEAVOLEmVJf2U5FlGXL19Obm6uSdk4p0GDi+na9Vc8PYMM8aSkt9m9+5GKFVKXLoV9+4raPj4wYYJrEi3Fhg3wzDPG2CWXwL/+VWVDCiGEEEIIIaqJ1vqE1nqN1nqzvT5ZVr9ftNZfaK2/csW4Tk0BMbsCLERtkJt7mu3bx7Np01VkZx8ocb9p04nExm6jceMxlR5j4cKFpKSkFLYbNWrEsGHDKv0+UbvIvqiuExMTQ5MmTQrb6enprFmzxsSMnFO/fm+6dl2Gp2dDQ/zw4ffZtet+zvP1ipHjgVI33GDbnLQKpKfDjTdC8dp1UBB8/bXsgyqEEEIIIYS7UkpZlVJ5SqmRFXzuKqVUvlIq78K9z88l6+jMqgAL4c601hw/Poe1azty7NgXJe77+rYmJuZXOnSYhpdXw1LeUH5ffvmloX3TTTfh4+Pj1DtF7XFlmyvx9CiqLu08tZM9p/eYmJH78vDwKDEbdcmSJSZl4xqBgT3o1m05np7G7T+Skz8hMfGeCxdS9+2DxYuNsfvvd3GWxlfv3m2MTZsGrVpV2ZBCCCGEEEKI6lGxfQ2Nz1X22UJVtxmZEKJM2dnJbN06hm3briM397jDXQ9atHiM2NjNNGp0hdNjnThxgsUOBQxZyi+Ka+DbgMtaGg9EWrxrcRm9xYUMcTgsaenSpSZl4jr16nWlW7fleHk1NsSPHPnUPiP1PEv7P/0Uit/v2RNiY6skz6++sn2Ku/tuuPbaKhlOCCGEEEIIUYdIEVWIaqS15siR6axd24mTJ+eVuO/v35kePVbRrt1bWCwBLhnzm2++IS+vaNZ6hw4d6NWrl0veLWoPWdLvOoMHDza0169fz/Hjjj8scT/16nWhW7cVeHmFGuLJyVPYvfuh0gupOTkwfboxds89UMGD8cpj1y7bWVXFde4M77zj8qGEEEIIIYQQ7iPQfj3n7ItcUkRVSlmUUjcqpT5TSq1WSu1QSpVYC6qUilZKXaKU6uyKcYVwJ+fO7SEh4Qp27ryT/PwzhntKeRER8RK9em2kfv2LXDruF18Ytwq4/fbbUVVQwBDubVh74x65K/avICMnw6Rs3FuTJk3o2bOnIfbrr7+alI1rBQR0onv3P/D2Nh5wd/jwh+zZ83jJQuq8eVC8gFy/Ptx0k8vzys627YOaUeyPrK8vfPcd+Pm5fDghhBBCCCGE+xhkvx519kVOH7GglOoPfAG0KB7G8Xhxm1HAZCBdKRWmtXa6CixETad1PklJ77Fv3/NYrSX/yAcGXkSHDtMJCHD9zxa2bNnCxo0bC9tKKW655RaXjyPcX4eQDrQOas2+VNsJ6tn52Szbt4yRURXas1vYXXXVVWzYsKGwvWTJEsaNG2diRq7j7x9F166/Ex/f37AdSVLSOyjlRZs2rxX9oGbKFOPDt90GAa6ZZV/cs89Csb/qAHj3XdtMVCGEEEIIIYR7UUr1A/qVcftGpVS3C70CCAB6AAOw1ShXO5uXU0VUpdTVwA/YZrQqIA84CwSV8cj/gJewTaUdDsxxZnwharqzZzezc+edpKevLXHPw8Of1q1fpkWLB1HKUiXjOx4oNWjQIFq0aFFGb1GXKaUY3n44H677sDC2KHGRFFEraciQIbzyyiuF7aVLl2K1WvHwqB276AQEdKRr12UkJAwgN/dkYfzQoTdQyovWrf+N2rkTli83Pnj33S7PZfHikkv2r70WJk1y+VBCCCGEEEKI6tEfeLGUuAJuqOC7CuqV7zuZU+WX8yulQoCZgAVIAyZiK55OKOsZrfVJ4E970/kTc4SooazWbPbt+ycbNvQotYDasOEVxMZuITz8kSoroObl5TFz5kxDTA6UEuczPNK4L+ri3YvPf2CQKFOfPn2oX79+YfvEiRPExcWZmJHr1asXTdeuv+Hp2cgQP3jwZQ4cmAxTpxof6NsXoqNdmkNyMjj+tdaype0sK9m1RAghhBBCCLemHD5lxS/0iQNGaq3XOZuQMzNRH8Q2ozQHuEJrvQEoz16Lf2OrKHd3YmwhaqwzZ/5m586JZGZuK3HP0zOItm3fpmnT8VW+L+myZcs4cuRIYbtevXpcc801VTqmcG/9I/rj7+VPZm4mAElpSWw6tomuTbuanJn78fLy4oorruCHH34ojC1durTEXqnurl69rnTt+isJCYPIy0stjO/f/xIq3ZdWxTvfc49Lx87Ph1tvhZNFE2GxWOCbb6BhQ5cOJYQQQgghhKhenwMrirUV8Du2ZfkvAH9d4HkrtpXy+7TWqa5Kypl1hUOxJf9dQQG1nHbZr22cGFuIGicv7yy7dj1CXNwlpRZQQ0KuJTZ2G2FhE6rlYCfHA6XGjh1LQBXsRShqD19PXwa1HmSILdq1yKRs3N+QIUMM7SVLlpiUSdUKDOxBTMwvWCz1DfF947I4eKO9ERxsW2PvQq+/Dr//boz9619wySUuHUYIIYQQQghRzbTWB7TWfxT7rCh2e4vDvdI+f2qt41xZQAXniqht7dfl5+1VUpr9Wv+8vYRwI6dP/8r69V04fPg9HM9U8/IKpXPnOURHz8HHJ6xa8jlz5gw//vijISZL+UV5DG9vXNIvRdTKu+qqqwztVatWcebMGZOyqVr168cSE7MUiyXQEN97NxwaC0yYAL6+Lhtv1Sp40WGHpAED4JlnXDaEEEIIIYQQomYZAAzkwrNQq4wzRdSCKW3pFXzO337NcmJsIWqE3NzT7NgxgU2bBpOVtb/E/aZN76B37+00buzaGVgXMmfOHLKyiv4Ta9WqFZdffnm15iDc07D2wwztv5P+5lTmKZOycW8tW7akY8eOhe38/HyWLVtmYkZVq0GDPsTE/IwHfob4nvsh6WbXFVBTU+Hmm23L+QuEhMDMmbbl/EIIIYQQQojap9gsU9O+QXWmiFqQdNMKPlfwHeUJJ8YWwnQnTsxl7dpOHD36eYl7vr4RxMT8SocO0/Hyqv7N+RyX8t9666215lRwUbXCG4QTExpT2LZqK0t2185l6NWhrizpL9CgwaXE/D4Yj3PG+O4z/+Hw4U+cfr/WcNddcOCAMf7559CsmdOvF0IIIYQQQogyOXOw1FZsBdRBwEfleUDZNoK8Ftt6Z6dPxRLCDNnZR9i1635OnvyxlLuKFi0epnXr/2CxmLP/6N69e/nzzz8NsVtvvdWUXIR7Gt5+OJuObSpsL9q1iHEx40zMyH0NGTKEd955p7C9ZMkStNbVsi+yKdLTCXpnGV0WwuZXwepTdGvXrvtQypNmze6q9OunT4c5c4yxRx6B4cNL7S6EEEIIIYSohZRSXkBvoBPQECjX0jet9WRnxnWmiLoIuAIYoZTqobXeWI5nHgXaYyui/uTE2EJUO601R4/OYM+exw2nUBfw9+9EVNR0GjToU/3JFfP5558b2hdffDGRkZHmJCPc0vD2w3l15auF7SW7l5BnzcPTw5l/Muqmyy+/HD8/P86ds03NPHToENu3b6dTp04mZ1ZFvvkGzp6lYRxEPwebXwHtXXQ7MfFuPDy8adq04ns0795tK5gW1707vPaacykLIYQQQggh3IO9ePoc8AC24mlFOVVEdWZ97zTgOGABFiqlyjwPVynlp5T6N/AGtgLqXuA7J8YWolqdO7eXhIQr2blzYokCqlJetGr1T3r12mh6ATU/P79EEVUOlBIV1adFHxr5NSpsp2Sl8HfS3yZm5L58fX3p37+/IbZ06VJzkqlqWsOUKYXNRhsgeusNKOVdvBM7dtzB8eOzK/TqvDy45RbIyCiK+fvDt9+Cj0/ZzwkhhBBCCCFqB6WUBVgAvICtgKoq+HFapYuoWusMYAJgBUKBP5VSq4FJBX2UUi8opb4FDgP/sI+XA4zTWludSVyI6qB1PocOvc26ddGkppY8ECYwsDc9e26kdeuX8PAw/zv533//nUOHDhW2/fz8uPHGG03MSLgji4eFIe2Me3kuSlxkUjbur87si7puHcTFFbWVInjM63TuPBfbD4wLWNm+/WZOnlxY7le//DKsWWOMvfsuyCR7IYQQQggh6oxJwGBsBdF8YBYwERgCDCjHZ6CzCSittXMvUOpaYDpQH9ss01K72a+pwI1a61+cGrSKBAQE6Izi01xEnXb27CZ27ryT9PSS2/d6ePjTuvV/aNHiIWw/DKkZbrrpJr799tvC9q233sqXX35pYkbCXX29+WvG/VC0D2qXJl3YdO+m8zwhyrJz5046dOhQ2Pbx8eH06dP4+/ubmFUVmDgRPvusqD18OCy0FUpPnPiRrVuvw/a1jo1SPnTpspBGja4472v//hv69oX8okcZORLmzYPaurWsEEIIIYQQNYlSKlNrbc7BL0U5/AVcDJwFBmmtq/2sJaeP69ZazwWigQ+BFEqfMpsGfAJ0qakFVCEK5OdnsXfv82zY0LPUAmpQ0CBiYzcTHv5ojSqgnj59mh9/NB52dccdd5iUjXB3Q9oNwUMV/ROx+fhmDp05dJ4nRFkiIyOJiIgobGdnZ/PHH3+Yl1BVSEuzra0v7u67C3/ZuPE1dOz4BcVX0WidzZYto0hNXVnma8+etS3jL15ADQ2FadOkgCqEEEIIIUQd0wnb5M0pZhRQwQVFVACtdZLW+iGtdQjQBbgauAUYDcQCjbTW92utD7tiPCGqSmrqSjZs6M7Bgy+jdZ7hnqdnEFFR0+na9Vf8/NqYlGHZvvnmG7Kzswvbbdq04fLLLzcxI+HOGvk14uIWFxtii3ctNikb96aUqv1L+r/+GjIzi9rNm8PQoYYuoaHjiIz8nyFmtWayefMw0tLWl/raRx+FPXuMsc8+g8aNXZK1EEIIIYQQwn0U7BFW+jcP1cAlRdTitNZbtdaLtNZfa61/0lpvkP1PRU2Xl5dGYuL9xMdfRmbmjhL3GzceS2zsdsLC7kDV0OlPnxVfRgtMmDABDw+X/ycu6pDh7Ycb2ot2yb6olVXri6iffmpsT5wInp4lujVrdhdt275jiOXnp7Np01WcPbvZEJ83zzbjtLj77oNhw1yRsBBCCCGEEMLNFCyNNO1AmkpXWJRSVqVUnlJqZAWfu0opla+UyrtwbyGq3qlTi1i3rjPJyR+XuOftHUbnzj/QufNsfHyampBd+cTHx7Nx48bCtlKK22+/3cSMRG0wPNJYRF22bxlZeVkmZePeBg4ciGexomJiYiL79u0zMSMX2rABiv39g1Jwnq1EwsMfoXXr/xhieXmnSUi4gszMnQAcOQJ33ml8LioK3nzTZVkLIYQQQggh3MtibPuD9TErAWenqVV2Sl7BXqlCmCYn5wTbtt3M5s0jyM5OKnE/LOwuYmO30bjxNSZkVzEzZswwtAcPHkx4eLhJ2YjaokuTLrSo36KwnZmbyYr9K8xLyI0FBgbSt29fQ+znn382KRsXc5yFetVV0KrVeR9p1eo5WrZ81hDLzT1OfPwgMjP3cccdcOpU0T1PT5g1C2rbWVxCCCGEEEKIcnsXOAPcrpQyZY9FWesr6hytNUePzmTt2o4cP/5Nift+fu3o2vV3oqKm4uUVVP0JVlB2djYzZ840xORAKeEKSqmSS/oTZUl/ZTku6V+0qBb8b3n2rG0/1OImTSrXo61bv0zz5g8ZYjk5h1m5chDr1xu3UJ88GXr2dCpTIYQQQgghhBvTWh8CbrQ3f1NKXVLdOSitdeUeVMqK7VSsa7TWP1XgubHA90Cm1rpepQavIgEBATojI8PsNEQVyso6QGLiPZw+Xdp+hBbCwx8nIuIlLBa/as+tsmbPns31119f2G7UqBHJycn4+Ji2TYioRRbsXMDIb4t2bWkd1Jo9D+2psXsD12Rbt24lOjq6sO3r68upU6fwd+fpldOnG9fdh4bCoUPg5VX2M8VorUlMnMSRI8bNTw8c6MAjj/xBamoT+vaFFSvAYnFh3kIIIYQQQohyU0plaq0DTM7hRfsvuwOjsNUk44C/gZPABc9j0lpPdiaHkqc+VL1B9utRE8YWdZTW+Rw+/DF79z6L1VqyUF6vXjeioqYTGNjDhOyc47iUf9y4cVJAFS4zsPVAfCw+ZOdnA7AvdR87Tu6gY+OOJmfmfjp16kSrVq04cOAAAFlZWfz++++MGDHC5Myc4LiU/447yl1ABdts58jIKeTnZ3L8eNGM1latdvDf/17JCy8s56uvGkkBVQghhBBCCPEStsIp9qvCVlDtXoF3VH0RVSnVD+hXxu0blVLdLvQKIADoAQzA9ptdXc4chXBKRsY2du68k7S0kn/klPIhIuIlwsMfx8Oj/N/41xRJSUksXbrUEJOl/MKVArwDGNB6AEt2F83eXrRrkRRRK0EpxfDhw/n446JD7BYtWuS+RdRNm2DNGmNs4sQKv0YpCx06fM7mzZmEhs4rjLdtu4kZM4bQosVvQH3nchVCCCGEEELUBo5LIiuyRLJyS/GLKe9M1P7Ai6XEFXBDBcdUQB7wfgWfE6JCrNYcDh58lQMHXkbr3BL3GzS4nKioT/H3jzQhO9f48ssvsVqLZqx3796dbt26mZeQqJWGtx9eooj6xCVPmJiR+xoxYoShiLpw4UI+/vhj99wewXEW6qBB0LZtpV61cqUXt932LZMnj+aii4r+rPn4rGPz5hHExPyMxWLq6iEhhBBCCCGEuQaYnUC59kRVSv0T+KeLxowDntNal7YppalkT9TaIy1tDTt2TCQzc2uJexZLfdq2fYOwsLtQyn3PVtNa0759e/bs2VMY++CDD3jggQdMzErURvtS9tHm/aLDDz09PDn55Eka+DYwMSv3dO7cOYKDgzl37lxhLCEhgZiYGBOzqoTMTGjeHFJTi2LffQfF9mcurzNnICYGDh4EH59MXnttGN26/WHo07DhlURH/4TF4utk4kIIIYQQQoiKqgl7otYE5a0gfY6t4lvwGWiPa+B5h3ulffoBPYFGWuueNbGAKmqHvLyz7Nr1CBs3XlxqATU4eCS9e2+jWbO73bqACvDnn38aCqje3t7cfPPNJmYkaqvWDVvTMaRo+X6eNY9f9vxiYkbuy8/Pj0GDBhliixYtMikbJ8yZYyyghoTAqFGVetUDD9gKqADZ2f784x8L0LqPoU9Kyq9s23YDVmvJVQVCCCGEEEIIUR3KVUXSWh/QWv9R7LOi2O0tDvdK+/yptY7TWqdWye9CCOD06V9Yty6aw4ffw3GrCy+vJnTq9B3R0fPw8WluToIuNm2a8TTra665hkaNGpmUjajthrUfZmgv2uWGhb8awnEP1IULF5qUiRMcl/KPHw+VONDuu+9g5kxj7N57A+nbdzH16nUzxE+d+ont229F6/wKjyOEEEIIIYQQzirXcv5SH7QdNgW2Iuop16VkHlnO755yc0+xe/djHDv2Zan3mzYdT9u2/8XLK7iaM6s6KSkpNGvWjKysrMLY0qVLGTx4sIlZidps+b7lDPxyYGG7SUATjjx+BA83n9FthkOHDtGyZcvCtoeHB8ePHyc42E3+jtq2DTp3NsZ27ICoqAq9JjkZoqMhJaUo1qULrF0Lvr6Qk3OC+Ph+ZGZuNzzXtOkEoqKmuf1qAiGEEEIIIdyFLOe3qfR3IMVmmdaKAqpwP1prjh2bxdq1HUotoPr6RhAT8wsdOsyoVQVUgJkzZxoKqBEREVxxxRUmZiRqu74t+1Lfp+iE9OMZx9mQvMHEjNxXeHi4YQ9Uq9XKkiVutMuNwyx4+vWrcAFVa5g40VhA9faGWbNsBVRbuzFdu/6Gr6/xsKqjR2ewa9dDVPaHwEIIIYQQQghRGZ5mJyBEZZw7t5fExHtJSSltX0YPWrR4mNat/10rT3PWWjN16lRD7M4778TDQ2ZliarjZfFicNvBzNk2pzC2aNciYpvHmpiV+xoxYgSbNm0qbC9cuJBx48aZmFE5ZWXBlw4/tLrrrgq/Zto0cKwbv/KKbSZqcT4+zejWbRlxcZeRnX2oMJ6c/BEWSwBt2ryGUqrC4wshhBBCCCHcm1LqEuAioAVQH7Bc4BGttZ7o1Jgyk6OILOev+azWPJKS3mH//n9itZ4rcT8gIJqoqOnUr9/bhOyqx99//83FF19c2LZYLBw8eJBmzZqZmJWoCz6P/5wJ8ycUtns168W6u9aZmJH7WrVqFZdeemlhOygoiBMnTuDpWcN/tvnNN1D8ALuGDW3r8gumj5bDvn0QEwNnzxbFLrsMli8HSxlf9mRm7iI+/nJyco4a4hERk4mIeKEivwMhhBBCCCFEBdWk5fxKqVHAf4E2FX1Wa32hQut5uey7NTMqwKJuSUtbR2LiJM6ejS9xTykfIiJeIDz8STw8vKs/uWrkOAt1xIgRUkAV1WJou6GG9vrk9Rw9e5Sm9ZqalJH7uuiiiwgODubUKduOOKmpqaxevZrLLrvM5MwuwPFAqdtuq1AB1Wq1nUFVvIAaEACff152ARXA3789MTG/Eh/fn7y8ol2E9u9/EYulHuHhj5Y7ByGEEEIIIYR7UkrdB3xQ0LxAd+3Qx+lZpE4XUZ2pAANSRBUXlJd3lv37XyAp6X3AWuJ+UNAAIiOn4O8fWf3JVbMzZ87w3XffGWJ3VWIprRCVEVovlF7NerE+eX1h7OddPzOh+4TzPCVKY7FYGDp0KDOLHU2/cOHCml1E3bXLNl20uAr+/fPee/B//2eMvfUWtCnHVxD16kXTtetS4uMHkp+fVhjfs+cxLJYAmjWbVKFchBBCCCGEEO5DKdUGeBdbYfQo8A9gNbAdW4H0bmAV0Aq4CpgA1AO+BCZTWkGpgpzaRNFeAf4BWwFVXeBDKW0hzuvUqUWsW9eJpKR3cfzz7unZkKioz+jadVmdKKACfP3112RmZha2W7RowZAhQ0zMSNQ1w9sPN7QX715sUibub/hw4/+WixYtMimTcnI8UOqSS6Bz53I/vn07PPusMXbVVTCpArXPwMCexMT8jIeHvyGemHgPx47NKv+LhBBCCCGEEO7mPmyTQfOBwVrrz7XWO4vdP6613qa1/llr/QjQGYgHbgOe0FofcDaBShdRHSrAx4A7gI722xqYBEQDw4H3gbP2+BdAWyo3c1XUEdnZR9m69QY2bx5hOEykQJMmN9O79w7CwibUqUNFPnVYSjtx4kQs51sDK4SLORZRf9nzC7n5uSZl496uuuoqw3+/W7duZf/+/eYldD45ObY198VVYBZqXp5t5X92dlEsKAimT4eK/hXeoMEldOnyE0r5FItqtm+/nRMnfqzYy4QQQgghhBDuYgC2uuICrfWWC3XWWicBw4AzwD1KqUHOJuDMTFTTK8Ci9tHaSnLyp6xd24ETJ74vcd/XN4KYmCV06jQLb+8mJmRong0bNhAXF1fY9vDw4I477jAxI1EX9WzWk9CA0MJ2WnYaKw+uNDEj99WwYUPD4VJQg2ej/vQTHD9e1K5fH667rtyPv/oqrF9vjH3wATRvXrl0GjYcROfOc1Cq+K5E+WzbdgOnTi2p3EuFEEIIIYQQNVmE/bqqjPslDsjRWh8DZmCbAHqnswk4U0Q1vQIsapeMjO3Ex/cnMXES+flnHO5aCA9/ktjYLTRqdJUp+ZnN8UCpIUOG0LJlS5OyEXWVh/JgaHvjAVOLdtXQwp8bcJsl/Y4HSt1yi+1EqHKIi4PJk42xMWNg3DjnUgoJGUHHjjMp/qWM1rls3XoNqal/OPdyIYQQQgghRE0TaL86LlfOcrjvaKP9epGzCThTRI2wX02rAIvawWrNZt++l1i/vhtnzvxZ4n69ej3p2XMdbdu+gcVSvm/aa5uzZ8/y9ddfG2KTKrKRoBAu5LikX4qoledYRP3999/JyMgwKZsy7NsHv/xijJVzKX92tm0Zf15eUaxxY5gypeLL+EvTpMkNREUZ92q1WrPYvHkEaWlrnR9ACCGEEEIIUVMUfKPkWMtMtV8jynjOy35t6mwCzhRRTa8AC/eXmvon69d348CBf6F1juGeh0cAbdu+Q48efxMY2N2kDGuGb7/9lrNnzxa2w8LCShRfhKguV7a5Ek+PomXUO07uYG/KXhMzcl+dOnUiIiKisJ2dnc3vv/9uXkKlmT7d2I6NhW7dyvXoP/8JWxzWqkydaiukukpY2ATatfvAEMvPP8umTUM4e3aT6wYSQgghhBBCmGmf/RrqEN+BbbJmvzKei7Vfc8q4X27OFFFNrwAL95Wbm8LOnZOIj7+czMwdJe43ajSM3r23Eh7+CB4enqW8oW5xPFDqjjvuwNNT/ncR5mjg24C+LfsaYot3LTYpG/emlCrxA5EFCxaYlE0p8vLgs8+MsXLOQl21Ct580xi79VYYPdo1qRXXosUDtGnzmiGWl5dCQsKVZGbuLOMpIYQQQgghhBvZiK1YGuMQX2G/XqaUGlz8hlIqFrgD23akF9yK9EKcKaKaXgEW7kdrzdGjM1m7NoojRz4tcd/LK5ROnb6jS5eF+Pq2MiHDmichIYG1a43LUidOnGhSNkLYyJJ+1xkxYoShvWDBAqxWq0nZOFi0CI4cKWoHBMCNN17wsYwM2zL+4r+NFi3g/ferIEe7li2fplWr5w2x3NzjxMcP4ty5fWU8JYQQQgghhHATBUv2rnCIfwFk23+9QCn1nVLqFaXUd8CfgI/93lfOJuBMEdX0CrBwL5mZO0lIuIIdO24lN/dEifthYXfRu/d2mjS5HuWKzfJqCcdZqIMHD6Z169YmZSOEjWMRdfm+5WTk1LC9PN3EgAEDCAws2gHn6NGjJX5wYhrHA6VuvhkCy9qtp8jTT8OePcbY9OkQFOS61EoTETGZFi0eMcRycg6TkHAF2dmHq3ZwIYQQQgghRFVagG1CZovi9Uat9QHgWWw1Si9gLPC0/VpwXtNyoORMvgpypohqegVYuIf8/Cz27fsn69bFkJpacq8/P78ounX7g6ioqXh5NTQhw5rr7NmzfPnll4bYXeVcSitEVeoQ0oHWQUXF/Oz8bH7fV8P28nQTPj4+DB061BCbN2+eOckUd+gQ/PyzMVaOv39++w0++sgYu/deGDy49P6upJSibdu3CQsznl2ZlbWXhIQryMkp+QM8IYQQQgghRM2ntU7Hdv6SH/Cbw713gVuBvdiKqQWfDOBtYLjW2unlfs4UUU2vAIua7/Tp31i/PoYDByaXODhKKR8iIiYTG5tAUNDlJmVYs82aNYv09PTCdmhoKCNHjjQxIyFslFIMaz/MEJMl/ZU3atQoQ3v+/PkmZVLMZ58Z1+N36wa9ep33kTNnYMIEY6xtW3jjDdenVxalFJGRU2jS5CZDPDNzB5s2DSY3N6X6khFCCCGEEEK4jNY6V2udXVpBVGs9S2vdDmgLXAJ0AxpprZ/QWmc79q+MShdRa0IFWNRcOTnH2LZtHJs2Xcm5c7tK3G/Y8ApiYzcTEfECHh4+pbxBaK35+OOPDbE777wTb2/vMp4QonqVti+q1tqkbNzbsGHDDIfF7dixg507TTwQKT/ftv6+uLvuggtstfLww5CUVNRWCj7/HOrVc32K56OUhQ4dviA42FicPns2ns2bh5GXl17Gk0IIIYQQQgh3prXep7X+W2u9SWud68p3OzMT1fQKsKh5tLZy+PAU1qyJ4vjxr0vc9/IKpWPHr4mJ+QV///YmZOg+Vq9ezaZNmwrbHh4eTJo0ycSMhDDqH9EfP0+/wnZSWhJbjst215URFBRE//79DTFTZ6MuXWpbzl/Azw/GjTvvIz/9BF98YYw98QT07VsF+ZWDh4cXnTt/R8OGxn0E0tL+ZsuWUeTnnzMnMSGEEEIIIYRbcqqIWh5VWQEWNcvZswnExV3Krl33kp9/xuGuolmze+ndewehoTfJwVHl8MknnxjaI0aMoGXLliZlI0RJfl5+DGozyBCTJf2VN3r0aEPb1H1RHQ+UuuEGaNCgzO4pKXDPPcZY584weXIV5FYBHh4+REf/SIMGlxniqanL2bp1LFZrThlPCiGEEEIIIWoSpZRVKZWnlKrQHodKqauUUvlKqTxnc6h0EbUmJC9qhry8s+ze/QTr1/ckLe3vEvcDArrSo8dqIiM/xssrqPoTdEMnTpzg+++/N8Tuu+8+k7IRomylLekXleO43/Hff//N0aNHqz+RI0dgwQJj7AIHSj36qO2xAhaLbVaqr28V5FdBFos/XbosJDDQuJ/r6dOL2b59HFarfDkihBBCCCGEm6jsjLyCbUad4uxMVFOTF+Y7eXI+69Z1IinpLSDfcM/DI4C2bd+iZ8/11K9/kTkJuqkZM2aQk1M0Q6pt27ZceeWVJmYkROkcD5dadWgVp8+dNikb9xYeHk7Pnj0L21prFjgWM6vDjBm2PVELdO4MF19cZveffy65jP+ZZ6DYb8V0np71iYlZSkBAF0P8xIk57Nw5EdmmXQghhBBCCHEhVb6cX9ROWVkH2bx5NFu2jCY7+1CJ+yEho+ndezvh4Y/h4eFZyhtEWaxWK1OmTDHE7rnnHjw85D9XUfO0bNCS6CbRhW2rtrJ091ITM3Jvpi/pt1ph2jRj7DwHSp05A45bNXfuDC+8UEX5OcHLqxFdu/6Kn59xP+5jx75k164H5FA0IYQQQgghaqdA+9XpQxHMqMq4LHlR/azWXA4deou1aztx6lTJQ098fFoSHT2f6Ogf8fUNNyFD97d06VL27dtX2Pbx8WHChAkmZiTE+cmSftcZNcp4mvyyZctIT6/Gk+SXLYNif//g4wO33lpm9yefhKSkoraHh20iq49PFeboBG/vULp2XYaPTytDPDn5E/bufUoKqUIIIYQQQtQ+BQd5OL1XmhlTBF2WvKheqakr2bXrPjIyNpdy10J4+KO0avVPPD3rVXtutcnHH39saN9www0EBweblI0QFza8/XBe/+v1wvaS3UvIt+Zj8bCYmJV7io6Opk2bNuzduxeA7Oxsli5dytixY6snAccDpcaOhUaNSu36228luz/xBMTGVlFuLuLrG07Xrr8RH385OTlFG7keOvRfLJZAIiJeNDE7IYQQQgghhFKqH9CvjNs3KqW6XegVQADQAxgAaGC1s3mVq4haU5MX1SMn5xh79jzNsWNflHq/fv0+REb+j3r1Yqo5s9pn//79LFpknMV37733mpSNEOVzcfjFNPRtSEpWCgCnzp1i7eG1XBxe9j6aonRKKUaNGsU777xTGJs/f371FFGPHwfH7QPKOFAqPR3uvNMYi4yEl16qksxczt+/HV27/kZc3OXk5Z0qjO/f/08slnqEhz9mYnZCCCGEEELUef2B0mY3KOCGCr5LAXnA+07mVO6ZqP2pgcmLqqV1PsnJU9i79zny88+UuO/pGUSbNq8TFnYnSsl+na4wdepUw3LS7t27c9FFciiXqNk8PTy5qt1VfLvl28LYol2LpIhaSaNHjzYUURcuXEhubi5eXl5VO/AXX0BublE7MhIuv7zUrs88AwcOFLWVsi3j9/Or2hRdKSCgE127/kJ8/EDDv3F79jyOxVKPZs0mnedpIYQQQgghRBUr60D6ih5UHwc8p7Ve52Q+FdoTVTl8yopf6BMHjHRF8qLqnDnzNxs2xLJr1wOlFlBDQ2+hd+8dNGs2SQqoLpKdnc00hwNd7rvvPlQZB7oIUZMMazfM0JZ9USvvkksuMWzhkZqayp9//lm1g2pdcm1+GQdKrVgBDruO8PDDcMklVZdeVQkM7EFMzGI8PAIM8cTEezh6dKZJWQkhhBBCCFHnfY5tJXvBZ6A9roHnHe6V9ukH9AQaaa17aq2XuCIpVZ5DFJRSrYCI4iHgd3vyLwB/XeAVVuAssE9rnVqZRKtDQECAzsjIMDsNU+XknGTfvmc5cmRaqff9/TsTGfkxQUGlz04SlffNN99w8803F7YbNGjA4cOHCQgIOM9TQtQMJzJOEPrfUDRF/6YkPZpE8/rNTczKfU2YMIHPP/+8sP3ggw/y/vtVuIBjxQoYMKCo7eUFhw9D48aGbhkZEBMD9i1bAWjbFjZtAn//qkuvqqWk/M6mTcPQOrtY1ELnzt/TuPEY0/ISQgghhBCiJlBKZWqtTS1OKKWs2OqQ12itfzIjh3JNIdRaH9Ba/1Hss6LY7S0O90r7/Km1jqvJBdS6TmsryclTWbs2qtQCqsVSj7Zt/0uvXnFSQK0ijgdK3X777VJAFW6jcUBjLmph3Hpi8a7FJmXj/kaNGmVoz5s3r2pPjp861di+5poSBVSA554zFlABpk937wIqQMOGA4mOnotSxXc5ymfbths5dUr+HAshhBBCCFEDFMxIvdBEzirjzDps05MXrpGevoGNGy8mMfFu8vJOl7jfuPEN9O69g/Dwx/HwqOI9+eqo+Ph4Vq5caYjdc889JmUjROUMbz/c0JYl/ZU3ePBg/IptMHro0CHi4+OrZrBTp2DuXGNsUsn9QP/6Cxwnw95/P/Qr69hJNxMcPJyOHWdR/EsjrXPZsmUMp0//al5iQgghhBBCCIpN1Dx1vn7KJlIp1Ukp5ePKHCpdRC1v8qLmys1NITHxPjZsiCU9fW2J+/7+Heja9Tc6d/4WHx9ZkluVPvjgA0N7wIABdOzY0aRshKgcxyLqb3t/Izsvu4ze4nz8/f258sorDbF58+ZVzWBffQU5OUXtNm2MS/uBc+fgjjtsW6cWiIiA116rmpTM0qTJ9URFTTfEtM5my5ZRpKb+YVJWQgghhBBC1GxKqSFKqZ1Kqd1KqWdKud9AKbVAKZWglNqqlJpQiTH8lFIj7Z/wMvrcBCQD24HNwHGl1EsVHassciJQHaS1lSNHZrB2bSTJyZ8AxiWiHh7+tGnzGr16JdCw4SBzkqxDTp48yaxZswyxhx56yKRshKi8bk27EVYvrLCdkZvB/x34PxMzcm+jR482tH/88UfXD6J1yaX8d94JHsYvD158ERITjd2mTYN69VyfktnCwsbTvv0nhpjVeo5Nm4Zz5swqk7ISQgghhBCiZlJKWYCPgKFAJ+AmpVQnh273A9u01l2B/sBbSinvCg41BJgHzC3tplLqKmAm0ISiw+0DgReUUm9VcKxSVVkRVSnlo5S6TCl1g1JquFKqdVWNJcovPT2euLjL2LnzDnJzT5a4HxJyLb17b6dly6fx8Kjon2dRGZ9++inZ2UWz9Vq1asXVV19tYkZCVI5SimHthxlisqS/8kaMGIFHsWLm5s2bSXSsZDpr1SrYvr2o7ekJE4w/FF6zBt5+2/jYpEkwqBb/jK1583to1+5dQ8xqzWDTpqGkpa0zJykhhBBCCCFqpt7Abq31Xq11DvAtMMqhjwYClVIKqAecBvIqOM4Q+3WN1vpQKfffpKh4uh6YA5yxtx9WSnWt4HgllLuIap8266+U8i1H3+eA48AK4GvgJ2C3UupPpVSXyiYrKi8v7wy7dj3Mhg09SUsrOZPGz68dXbr8THT0HHx9W5qQYd2Ul5dX4kCpBx54AIvFYlJGQjhH9kV1ncaNG9O/f39DbM6cOa4dxHEW6tVXQ9Omhc2sLFtN1Wot6hIeDm++6do0aqIWLR6mTZvXDbH8/DQ2bRpMenqcSVkJIYQQQghhCk+l1Ppin+KHKDQHihc1k+yx4j4EOmJbar8ZeFhrbaViemErxpZY7qiU6gFE2++/rbXurbW+HogFMrAVUu+o4HgllKuIqpQKAdLtn/9doO8MYDK2KbPK4XMpsFIp1d2JnEUFaK05enQma9ZEcfjw+4Dxz6iHhy8REZPp1WszwcFDSn+JqDLz5s0jKSmpsO3v78/EiRNNzEgI51zR5gq8ih1At/v0bhJPuXj2ZB0yduxYQ3v27Nmue3lqKji+z+FAqcmTjRNVAT79FOrXd10aNVnLlk8RETHZEMvLSyUh4UrOnt1iUlZCCCGEEEJUuzytda9in+KzMVQp/bVD+yogHmgGdAM+VEpV9LuKxvbrzlLuXWW/5gIvFyah9W7ge3uOfSs4XgnlnYl6RbG+U8rqpJQaC9xeLJQHbMP2P1S+PRYIfK6Ukv1Yq8H+/f9kx45byc09VuJecPDVxMZuIyLiBSyWC04wFlXgfYejrm+99VYaNmxoUjZCOC/QJ5B+Ecbj2hclymzUyhozZgy2FS828fHx7N692zUvnzXLdmJUgZYtodhhVhs2wBtvGB+ZMAGuuoo6JSLiBVq2fM4Qy8s7RULCIDIydpiUlRBCCCGEEDVGElD8oKcW2GacFjcB+EHb7Ab2AR0qOE6I/ZpWyr2CAukqrXWKw72C/bic3ma0vIXMPvZrstZ69Xn6PV/s1yuB1lrraK11D6A9sNF+LxrbhrOiijVtegceHn6GmK9vBNHRP9Gly0/4+clWtWaJi4vjzz//NMQeeOABk7IRwnUcl/Qv3r3YpEzcX2hoKJdffrkh5pIl/aUdKDVxIti3EsnJsRVM8/OLbjdrVnJv1Lqidet/06LF44ZYbu5xEhIGkpnpoqK2EEIIIYQQ7mkd0F4p1dp+WNSN2Lb1LO4gMAhAKRUKRAF7KzhOwewSQ5HLvs/qxZSx1B8oOBDI6WNxy1tE7WpP5reyOiilOgIx9n5pwCit9eGC+1rr/cBooGDai+Mms6IK+PlF0KqVbQaNUt60avUCsbHbCAmRg4vM9sEHHxjaAwcOJDo62qRshHAdx8Ol/tj/B+nZ6SZl4/6uu+46Q9slRdR162DTpqK2hwfcUbRF0CuvwObNxkf+9z8ICnJ+aHeklKJt2zdp3vxBQzwn5wgJCQM5d26/OYkJIYQQQghhMq11HvAAsBTYDnyvtd6qlLpHKXWPvdu/gUuUUpuBZcDTWuuSp52f3wn7NdIh3hsIsv+65CFA4G+/ZlVwvBLKW0Rta7+e7ySF/sV+PauU6bNorZOAediqxz3KObZwUnj4E4SF3UVs7FZat56MxeJ34YdElTp58iRff/21IfbQQw+ZlI0QrhUZHEm7Ru0K27nWXH7bW+bP4MQFXHPNNYYl/Rs2bGDfvn3OvdRxFuqwYdCiBQAJCfDyy8bbt9wCI0Y4N6S7U0rRrt17hIUZ943Nzj5EQsJAsrJKOyBUCCGEEEKI2k9rvVhrHam1bqu1ftkem6K1nmL/dbLWerDWuot9xfrMSgwTj62eeJNSqnhh6y77NRf4q5Tn2tivRyoxpkF5i6iN7Nej5+nTp9ivfzlPv4LtAFqVc2zhJA8PH6KipuLv3+7CnUW1+PTTT8nOzi5sR0REMKKuVyhEreK4pH/RLtkXtbKaNWvGpZdeaog5NRs1PR2+/dYYsx8olZtrW8afl1d0KzQU3nuv8sPVJkopIiM/oWnT8YZ4VtY+EhIGkZ3t9NdlQgghhBBCiNIVnIrbDlihlHpYKTUVuAPbqvhFWuuMUp67yH5/q7MJlLeI6m2/Op6uVVyvYr/++zz9Ck44Cizn2ELUKrm5uXz88ceG2AMPPIDFvhehELVBaUVUq7aalI37c+mS/m++gYxiX1s0awZDbduUv/EGxDmsOfn4Y2jUCGGnlAdRUdNo0uQmQ/zcuV0kJAwiJ+e4SZkJIYQQQghRq80C1mObjdoLeBuYaL+XA7zk+IBSqj4wwN78w9kEyltELTj5Kqy0m0qpetg2hdXAYa31+b6DKBjzfAVZIWqtefPmkZSUVNj29/fnjmJ7EQpRG1ze6nLqeRft23307FE2JG8wMSP3NmbMGEN77dq1HDhwoHIvK+1AKU9Ptm6FyZONt66/HhyGFoBSFjp0+JKQkGsN8czM7fZC6okynhRCCCGEEEJUhtbaiu2Q+vnYaorK/kkGxmqtN5fy2HiKJoYuczaH8hZR99uvfcu436/Yu1aX0adAY/v1TDnHFqJWef/99w3tW2+9lYYNG5qUjRBVw8fTh8FtBxtiCxIXmJSN+2vRogWXXHKJITZ37tyKv2jjRthQrJitFEycSF6ebRl/Tk7RrZAQ+PDDSiZcB3h4eNKp09cEBxsPaszI2EJCwkAppAohhBBCCOFiWutTWutrsE3yvBjoCrTUWpe1f9wOYAIwXmu9xdnxy1tEXY2tujtSKdW+lPt3Fvv1hU4P6Wa/7i/n2ELUGhs3bmTlypWG2IMPPlhGbyHc29WRxuLSwsSFJmVSO4wdO9bQnj17dhk9z+PTT43twYOhVSvefhvWrTPe+vBDaNwYcR4eHt507jybRo2GGOK2QqrMSBVCCCGEEKIqaK1PaK3XaK0322eoltXvF631F1rrr1wxbnmLqAWnZnkBS5RSVyqlfJRSLZRSrwOj7PezgAtt1HY5tmm3TleAhXA3b7/9tqE9cOBAOnfubFI2QlStYe2HoSg6VT7uaBxJaUnneUKcz7XXGpeO//333xw6VIET4TMyYNYsY2zSJHbsgBdfNIavuca2lF9cmIeHD507/0jDhsaZ1xkZm+2F1JMmZSaEEEIIIYRwpXIVUbXWa4C52GajRgBLgEzgAPBEQTfgE611SlnvUUr1xHaKFsDKsvoJURslJSXx3XffGWKPPvqoSdkIUfWaBDShT4s+hpjMRq28li1bctFFFxliFVrS/913kJ5e1A4NJX/Y1dxxB2RnF4UbNbIdJqVUyVeI0lksvkRHz6NhwysNcSmkCiGEEEIIUXt4VqDvRCAc6F3G/TXA8xd4xz32qwZ+qcDYQri9Dz74gLy8vMJ2VFQUw4YNMzEjIare1ZFXszqpaKvsBYkLuKfXPed5QpzPddddx5o1awrbc+bM4ZFHHinfw45L+SdM4P1PvFjtsJP5e+9B06bO5VkXWSx+REfPZ8uWUaSk/FoYz8jYRELCFXTrtgwvr2ATMxRCCCGEEKJ2UEp5YatPdgIaAr7leU5rPfnCvc4zrta6/J2V8gQeAG4GOgAWYA/wDfCO1jrrPM82AdZhOxVrk9b6KifyrhIBAQE6IyPD7DRELZSenk54eDhnzhSdpzZlyhTuvvtuE7MSouptPraZmCkxhW0fiw+nnjpFgHeAiVm5r/3799O6dWtDLCkpiebNm5//wc2bISbGENr9235irm7FuXNFsREj4KefZBaqM/Lzz7Fly0hSUoxbxAcEdJVCqhBCCCGEcEtKqUyttenfxNmLp89hq01W+IRurbXFmfHLuydqwWB5Wut3tda9tdb1tdYBWusYrfWr5yug2p89rrVupbUOq4kFVCGq0owZMwwF1ODgYG677TYTMxKiekQ3iaZVg1aF7ez8bJbtW2ZiRu4tIiKC2NhYQ+yHH3648IMOs1CtAwYxcbKxgNqgAUyZIgVUZxXMSA0KGmSIZ2QkkJBwBbm5p0zKTAghhBBCCPellLIAC4AXsBVQVQU/TqtQEVUIUXH5+fm8++67hth9992Hn5+fOQkJUY2UUlwdebUhtmDnApOyqR3Gjh1raM+ePfv8D2RmwpdfGkIft3qd//s/Y7d33oELTWgV5WOx+NOly08EBQ00xM+ejSch4Upyc0+blJkQQgghhBBuaxIwGFtBNB+YhW3r0SHAgHJ8BpZ8ZcVUaDl/bSfL+UVVmDt3rqHo4e3tzcGDBwkNDTUxKyGqzy97fuGqmUULEJrWa8rhxw7joeTneJWxd+9e2rZtW9hWSnHo0KGyl/R/8QWMH1/Y3NeoJ12y15GRUfTD2Kuugp9/llmorpafn8nmzSNITV1uiNer152uXX/Dy6uRSZkJIYQQQghRfjVhOb9S6i/gYuAsMEhrva66c5DvYIWoYm+//bahfcstt0gBVdQp/Vr1o553vcL20bNH2ZC8wcSM3FubNm3o2bNnYVtrzXfffVf2A//7X1Ff4K563xgKqIGBttX+UkB1PduM1AUEBfU3xM+ejZMZqUIIIYQQQlRMJ2zf0kwxo4AKUkQVokr9/fffrFq1yhB77LHHTMpGCHP4ePowuO1gQ2xh4kKTsqkdbr75ZkP766+/Lr3j5s2wenVh81PuYtnB9oYu//0vhIe7PEVhZ7EE0KXLwlIKqRvthdQUcxITQgghhBDCvXjZr+vNSkCKqEJUIcdZqFdddRWdO3c2KRshzFNiX9RE2RfVGTfccAOq2NTRDRs2sHPnzpIdp04t/OVBwnnC8o7h9qBBcNddVZamsCsopDZo0M8QLyqkyoxUIYQQQgghLuCQ/epjVgJSRBWiiuzbt4+5c+caYjILVdRVw9oPQxU7EDHuaBxJaUkmZuTemjdvTv/+/Q2xb775xtgpMxO++gqwrXmZxFTS84u2MQoIgGnTZBl/dbFYAoiJWUSDBpcb4mfPbiA+fiA5OSdMykwIIYQQQgi3sBjboVJ9zEpAiqhCVJH3338fq9Va2I6OjubKK680MSMhzNMkoAl9Whj/rZMl/c5xXNI/a9YsDIdFzp4NZ84A8DnjWcoQQ//XX4eIiKrOUhRnm5G6iAYNLjPEMzISiI8fQHb2UZMyE0IIIYQQosZ7FzgD3K6UamNGAlJEFaIKpKamMm3aNEPsscceMyy/FaKuGRE5wtCWIqpzrr32Wry8vArbu3fvZv36YtsD2Q+UOkwzHsW4jP/yy+Hee6slTeHA07MeXbosLrG0PzNzK/Hx/cnOPmxSZkIIIYQQQtRcWutDwI325m9KqUuqOwdlmLVSxwUEBOiMjAyz0xC1wBtvvMHTTz9d2A4NDeXAgQP4+Ji2dYcQptt8bDMxU2IK276evpx66hT+Xv4mZuXeRo8ezfz58wvbjzzyCO+8847tQKmYGDQwkp9YSNGetH5+sGkTtGtnQsKiUH5+Jlu2jCIl5TdD3Ne3Ld26/Y6vb0uTMhNCCCGEEMJIKZWptQ64cM8qzeFF+y+7A6Ow7VoWB/wNnASsZTxaSGs92akcpIhaRIqowhWysrJo3bo1R48WLcv897//zfPPP29iVkKYT2tN6/dac+DMgcLY/BvnMzJqpIlZubfZs2dz/fXXF7abNm1KUlISlkcegQ8/ZCbjuJWZhmfefhsefbSaExWlys/PYuvWazl9erEh7uPTim7dfsfPz5RVSkIIIYQQQhjUkCKqFVvhtDDk0L4grbXFmRxkOb8QLvbVV18ZCqgBAQHcK+tmhUApxdWRVxtiC3YuMCmb2mHEiBHUq1evsH306FFWLFkCX33FUUJ5iPcN/S++GB56qLqzFGWxWHyJjv6B4OBRhnh29gHi4/uRmbnLpMyEEEIIIYSokVSxj2P7Qh+nVbqIqpT6WinV3xVJCFFb5Ofn8+abbxpid911F8HBwSZlJETNUmJf1F0LseoLrroQZfDz82PMmDGG2Nevv44+c4b7+JgUGhXGfXzgs8/A4tTPXoWreXj40LnzbBo3vs4Qz85OIj7+cjIytpuUmRBCCCGEEDXKACc/A51NoNLL+YtNo90LfAp8rrU+7mxCZpLl/MJZc+bM4brrir4R9vT0ZO/evYSHh5uYlRA1R3ZeNiFvhnA252xhbM2da+jdvLeJWbm3pUuXMmTIkMJ2A4uFD/JHcxtzDP1efx2eeqq6sxPlZbXmsWPHeI4fn2WIe3k1pmvXZdSr18WkzIQQQgghRF1XE5bz1wTOLudXQBvgVeCQUmq2Uuoq59MSwv1orXn99dcNsXHjxkkBVYhifDx9GNJuiCE2b8c8c5KpJQYNGkSTJk0K22fy87kf44zf2Fh47LHqzkxUhIeHJx07fkHTpuMN8dzcE8THDyA9Pc6cxIQQQgghhBCAc0XUnsD/gHRsxVQvYAywWCm1Xyn1vFKquQtyLJVSaohSaqdSardS6pnz9ItVSuUrpcZWVS5CACxfvpz169cbYk/JtC8hShgVZdz/cf7O+WX0FOXh6enJDTfcYIils7Dw197eMGMGeHpWd2aiopSyEBU1nbCwuw3xvLxTJCQMJC1trUmZCSGEEEIIISpdRNVax2mt7wXCgInAKoo2a20J/AvYr5Sar5QaoZRy2SFWSikL8BEwFOgE3KSU6lRGv9eBpa4aW4iyvPbaa4b2yJEj6dSpxB9LIeq8Ye2HYVFFG3NuO7GN3ad3m5iR+7v55psdIguBMwC8+CJ07lztKYlKUsqDyMhPaN7ceAJYXl4qCQlXcObMKpMyE0IIIYQQom5zurCptT6ntZ6hte4LdAbeA05hK6ZagBHAfOCgUmqyUqqVs2MCvYHdWuu9Wusc4FtgVCn9HgTmAm69V6uo+TZu3Mivv/5qiD3zTJkTpIWo0xr5NeLyVpcbYvN3yGxUZ1x00UW0Cm5cLJIN/Ej3blbZB9UNKaVo1+5dwsOfNMTz89NJSBhMSspykzITQgghhBCiZlBK1VdKjVVKvamUmmmfxDlTKfWGPV7f1WO6bHYogNZ6u9b6UaA5cDPwu/2WApoBzwF7lFJLlFJjlFKVXVzYHDhUrJ1kjxWybyVwDTClkmMIUW6Oe6FedtllXHzxxSZlI0TNN7rDaENblvQ7RylFYOYgY4xZzPjcAy8vk5ISTlFK0abN67Rq9bwhbrVmsGnTUE6eXGBSZkIIIYQQQphHKeWjlHodWy3wO+Ax4CZskzhvAh63x5OUUq8ppXxcNbZLi6gFtNY5WutvtdZXAO2wHTx1BFsx1QO4EpiN7Tf0ilKqZQWHUKUN69B+F3haa51/3hcpNUkptV4ptT4vL6+CaQgBe/bsYc4c4ynYMgtViPNz3Bf1r0N/cSLjhEnZuL+FH+5ny7kXjEH1O6GhR81JSLiEUorWrf9NRMRkQ1zrbLZsuYZjx742KTMhhBBCCCGqn1KqEfA38ARQj6JtRUv71AOeBFYrpRq6YvwqKaIWp7XeByzH9psEW7Gz4DfUBHga2KWUmqKUCirna5OA4keetwCSHfr0Ar5VSu0HxgIfK6VGl5LfVK11L611L085dUNUwn//+1+sVmthu0uXLgwdOtTEjISo+VoFtaJraNfCtlVbWZi48DxPiLKkpsLdzwRh2yK86H9Tra3MmjXLpKyEK0VEvECbNm86RPPZvv0WDh/+xJSchBBCCCGEMMFcbN/0KCATmA7cAHQH2tuv1wPTgAx7v67AnNJeVlFVVkRVSoUppf6hlNqN7WCn0QW3gO3AB9iW5CvAC7gLWK+UalzK6xytA9orpVorpbyBG4GfinfQWrfWWkdorSOw/Y91n9Z6ntO/MSGKOXr0KDNmzDDEnnrqKZQqbbK0EKI4x9mosqS/ch57KI/kjCB761bDvRkzZqC140IN4Y5atnyCyMipGBfjaHbtuo8DB141Ky0hhBBCCCGqhX1iZD9skzPXA5201ndprWdrrRO01nvs1zla60nYZpmsw/YFdH+lVGlnKVWIS4uoymaEUmoecAD4N9AGW8I5wNdAP611Z631w0AEtgOh1tv7tAZevNA4Wus84AFsxdntwPda661KqXuUUve48vckxPm89957ZGdnF7ZbtWrFDTfcYGJGQriPUR2M/4b9sucXMnMzTcrGPS1ZAjO+Kr6KYhyq2D/tW7duZcOGDdWfmKgSzZrdRadO3+C4pfy+ff9gz55npGAuhBBCCCFqs5vs12PAYK31wfN11lofAobY+wOMczYBlxRRlVKtlFKTgYPAfOBqwBNbYXQ38BTQQmt9i9b6z4LntM0CoA/wq71/udZBa60Xa60jtdZttdYv22NTtNYlDpLSWo/XWrtk6q4QBU6fPs1HH31kiD3++ON4ySkuQpRL96bdCa9ftDPLubxz/Lb3NxMzci9paXDXXcZYR04zrE0bQ8xxtrxwb02a3EB09Hw8PHwN8UOHXicx8V4usBW8EEIIIYQQ7uoibLNQP9Nap5bnAa11Cral/cr+vFMqXURVSnkqpcYqpZYCe4DngOb2xPKw7VNwpb3Q+V+t9amy3qW1tgKf25sVPWRKCFO8//77pKenF7YbN27MxIkTTcxICPeilCq5pH+HLOkvryefhKSkorYH+cxgAnc89oih3zfffENWVlb1JieqVHDwMGJilmKxBBriR478j+3bb8FqzTUpMyGEEEIIIapME/t1cwWf22K/lmf70PNyZibqYeA74Ar7exS2JfzPAy211tdprZdV4H2n7VeLEzkJUS3S0tJ47733DLHHH38cf39/kzISwj05LulfkLiAfKvMpLuQZctg6lRj7DHe5qJBgYy46y6Cg4ML4ykpKfz000+I2iUo6HK6dVuOp2ewIX78+Lds2XIN+fnnTMpMCCGEEEKIKpFjv/pV8LmC/jnn7VUOzhRRG2MrnFqBBcBwoI3W+hWt9bHzPlm6w8AXwJdO5CREtfjwww9JTU0tbDdq1Ij77rvPvISEcFP9WvWjgU+DwvaJzBOsTlptYkY139mzcOedxlgkO5nMizBpEt7e3owbZ9zuR5b0106BgT3p3v3/8PZuboifPr2ITZuGkJeXZlJmQgghhBBCuNwh+3VABZ8b6PB8pTk7E3UyEKG1HqW1/lk7caKB1nqL1nqC1nqCEzkJUeUyMjJ4++23DbFHHnmEwMDAMp4QQpTFy+LFsPbDDDFZ0n9+zzwD+/cXtRVWPuMO/BoHwujRAEyYYPyn9JdffuHw4cPVl6SoNgEBnejefSW+vm0N8TNn/o/4+IHk5Jw0KTMhhBBCCCFcahm2yZw3KaUuLc8DSqlLsB1Ipe3PO8WZImorrfVLWmv5rkzUKVOmTOHUqaItfuvXr8+DDz5oYkZCuLfRHUYb2vN3zpdTxsvwxx/gcJ4dD/E+l7IKJkwAb28AunXrRrdu3Qr7WK1Wvvrqq2rMVFQnP78Iunf/k4CAaEP87NkNxMdfTna2fKkmhBBCCCHc3hQgH9s2oD8rpSYppTxL66iUsiilJgKL7f3z7c87pdJFVPthUELUKefOnePNN9807ATnVAAAov5JREFUxB588EGCgoLMSUiIWmBIuyF4eXgVtned3sWOkztMzKhmyswEx7Pr2rCHl3nO1rjrLsO98ePHG9ozZsyQ4nQt5uMTRrdufxAYaDx0NDNzOxs3Xkpm5k6TMhNCCCGEEMJ5WusdwCvYZqMGAJ8AyUqp75VS/1FKPWu/fgckA1OB+thmob5if94pzsxEFaLOmTZtGseOFW35GxAQwCOPPGJeQkLUAvV96jOw9UBDbP5OWdLv6LnnYM8eY2w6EwkgEwYNgnbtDPfGjRuHl1dRcToxMZG///67OlIVJvHyakTXrr8RFGT87yk7+wAbN15KWtoakzITQgghhBDCeVrrfwKv25sKCAGuBZ4F/mO/jrXHC85xek1r/ZIrxi912mtxSqnbXDFQabTWcoiUcBvZ2dm88cYbhth9991HSEiISRkJUXuMihrF0j1LC9vzdszjmb7PmJhRzbJqFbz3njF2Hx/Rnz9sjUmTSjwTEhLCiBEj+PHHHwtjM2bM4OKLL67KVIXJPD3r0aXLIrZtu5FTp4p+GJGXd4r4+AF06vQ9ISEjTMxQCCGEEEKIytNaP6uU+gl4EhgK+JTSLRtYBLyptXbZTAJ1oaV9Sikrtqmvrqa11hcs4langIAAnZGRYXYaooaaOnUqd999d2Hb19eX/fv3ExoaamJWQtQOh9MO0+KdFoZY8mPJhAWGmZRRzXHuHHTvDjuLrcZuxX62EE09MqBJEzh0qHA/1OIWLFjAyJEjC9uBgYEcPXoUf3//6khdmMhqzSMx8W6OHv3M4Y6FqKiphIXdYUpeQgghhBDC/SilMrXWAWbn4Ugp5Q10BcKAQCAdOAIkaK1zXD1eeZfzqyr6COEWcnNzefXVVw2xSZMmSQFVCBdpXr85sc1iDTFZ0m/z0kvGAirANO60FVDBtlFqKQVUgCFDhhj+nkpPTzfMTBW1l4eHJ1FR02jV6nmHO/ns3DmR/fv/I3vkCiGEEEIIt6a1ztFar9Na/6S1nmW/rquKAiqUYzk/MOEC90cBo+2/3g4sA3YDGdg2em0HDAQ6YZvROg/4qeKpCmGeWbNmsX///sK2t7c3Tz31lHkJCVELXdPhGtYlrytsz90+l3t63WNiRuZbuxb++19j7C6mcgXLbA2lSl3KX8DLy4tbbrmFt956qzA2Y8YMxo0bVxXpihpGKUXr1v/G2zuMXbseoPjCov37XyAnJ5n27T9AKYt5SQohhBBCCFEKZfsi9VJ7M0drXaEDHpRSfYCC2SYrtdZWp3NyZhaCUupJbBu6HgXu1FovPk/focA0oCnwpNb67UoPXEVkOb8oTV5eHh07dmT37t2FsXvuuYdPPvnExKyEqH12ntxJh486FLYtysLxJ4/TyK+RiVmZJzsbevaErVuLYi38T7Elsw0NSLMFhg+HhQvP+54tW7bQpUuXwrZSin379tGqVauqSFvUUCdO/MC2bTejdbYhHhIyho4dZ2Gx+JqUmRBCCCGEqOnMWM6vlHoQeNfefFRr/X4Fn3/I/rwG7tNa/8/ZnMq7nL+0ZPoAr2KbcdrvfAVUAK31z0B/IBN4XSnVu7JjC1GdZs6caSigenp68swzcuCNEK4WFRJF58adC9v5Op+fdtbdhQuTJxsLqACf5o4vKqAC3HvvBd8THR1Nr169Cttaaz7//HMXZSncRePGY+ja9Vc8PYMM8ZMnf2DTpsHk5qaYk5gQQgghhBAOlFJeQMG+VL9WtIAKYH/mN2zbib6olKp0DbSAMy94wP78dK31rvI8YO/3GWABHnRibCGqRW5uLpMnTzbExo8fLzO4hKgiYzqOMbR/2P6DSZmYa/16eP11Y2x8ry0MyS026zQiAoYMKdf7Jkww7swzbdo08vLynMxSuJugoMvo1u1PvL2bG+JnzvxJXNxlZGUlmZSZEEIIIYQQBsOBxvZfO27yXxH/sF+bAsOcygjniqiXYpsSu7aCz62xX/s6MbYQ1eLzzz9n3759hW0vLy+ef96Z/36FEOdzbcdrDe1f9vxCena6SdmYIzsbJkyA/PyiWLNmmrdP3W7sePfdYCnfXpbjxo3D39+/sJ2UlMTixeddQCJqqXr1ounRYzX+/p0M8czMrcTFXUxGxjaTMhNCCCGEEKLQUPt1i9Z6fWVfYn92s7053NmknCmiNq3kOwr6y7HmokbLzs7m3//+tyF25513yixUIapQTGgMbRq2KWxn52ezeFfdKvb95z+wZYsxNvXeeBru21gU8PKCO+4o9zsbNGjAzTffbIhNmTLFmTSFG/P1Dad79z9p0MD48+zs7CTi4vpy5sxfJmUmhBBCCCEEALHYJm4uccG7lmBb0h/r7IucKaKm2q+Xnq9TKQq+Yk87by8hTDZ9+nQOHTpU2Pbx8eEf//jHeZ4QQjhLKVViNurc7XNNyqb6bdgAr75qjN12GwzfaPyBDmPHQpMmFXr3PffcY2gvWbLEMNNe1C1eXo2IifmFkJDRhnheXgoJCVdw/PgccxITQgghhBACWtive1zwroJ3tHT2Rc4UUddhq+SOV0p1K88DSqmuwO1UbhsAIarNuXPnePnllw2xu+++mxYtWpTxhBDCVRz3RV28azHncs+ZlE31ycmB8eONy/jDwuDdJw/D/PnGzuU4UMpRz549Sxww9emnn1YyW1EbWCx+dO48h2bNjAV2qzWLbduu4+DBN9Bam5SdEEIIIYSowxrYr6dc8K7TDu+sNGeKqFPtV29gmVLqFqWUKq2jshkHLAN87GFZRyhqrKlTp5KcnFzY9vPz49lnnzUxIyHqjt7Ne9M8sOjgm4zcDH7Z84uJGVWP0pbx/+9/0HD2VLBai4LR0dC3ctuKO85GnT59Ojk5OZV6l6gdlLLQvv3HRET8u8S9vXufJjFxElZrrgmZCSGEEEKIOizDfnW68AnUt18znX1RpYuoWuuFwJfYZqMGAV8AyUqpb5RS/1ZKPWu/fgMctvdtZH/8S6113drkTriNzMxMXnVYT3vffffRtGnTMp4QQriSh/Lgmg7XGGI/7PjBpGyqx8aN8Morxtitt8LVQ3LBcbbovfdC6T+zvKAbb7yR+vXrF7aPHz/OvHnzKvUuUXsopYiIeJ6oqOko5Wm4d+TINDZvHkZubqo5yQkhhBBCiLropP0a4YJ3Fbzj5Pk6lYczM1EB7gA+sf9aAU2A64F/AP+xX6/HdohUwXd8HwMTnRxXiCrz8ccfc+zYscJ2QEAATz/9tIkZCVH3XNvJuC/qTzt/Iie/ds6YzMmBCROMy/ibNoV33wV++gmOHCm6ERAAt9xS6bECAgK47bbbDDE5YEoUCAu7g5iYJVgsxh/4p6T8RlzcpZw7J3voCiGEEEKIarENWx3xShe860ps24puc/ZFThVRtdZWrfX9QH/gJyAX22/S8ZMLzAMu01o/oLW2lvpCIUyWnp7O66+/bog9+OCDNG7c2KSMhKib+rbsS4h/SGE7NSuVFftXmJdQFXrlFdi0yRj73/+gUSPgk0+MN265BYrNJK2Mu+++29Bevnw5O3bscOqdovZo2HAQPXqsxte3tSGembmNjRv7kJa2xqTMhBBCCCFEHbLMfu2tlOpd2ZcopS4CLnJ4Z6U5OxMVAK31n1rr0dj2GbgIuAa41X69CKivtR6jtf7LFeMJUVU+/PBDTp4smuEdGBjIE088YWJGQtRNnh6ejI4abYjN3TbXnGSqUHw8OJxhx7hxMHIksGMHLHP4d74SB0o5io6Opq/DnqpTp04to7eoiwICOtKjx9/Ur3+xIZ6be5z4+P4cPz7HpMyEEEIIIUQdMRfItv96ilKqXkVfYH/mf/ZmDuD0F7EuKaIW0FrnaK3Xaa3na61n2a/rtNa1cw2mqFXOnDnDm2++aYg98sgjBAcHm5SREHXbmI5jDO15O+eRb80vo7f7yc2F8eMhL68oFhoK771nb3z8sfGBiy+Grl1dMrbjAVOff/45586dc8m7Re3g7d2Erl2X0bjxDYa41ZrFtm3XceDAa2itTcpOCCGEEELUZlrrZGAattXtXYGflVItyvu8UiocWALEYFvKP93+Tqe4tIgqhDt74403SElJKWw3aNCARx991MSMhKjbBrUZRH2fYocgZRznr0O1Z0HDK69AQoIxNmUKBAcD6enw+efGmw884LKxr732WsMPiFJSUpg9e7bL3i9qB4vFj06dvqZly3+UuLdv37Ps3HkXVmuuCZkJIYQQQog64Dlgp/3XlwBblFJvK6V6KKVK1DOVUh72e+8Am4GCZVWJ2M5scpoUUYUAjhw5wrvvvmuIPfHEEzRs2NCchIQQeFu8uTryakPsh+0/mJSNayUkwH/+Y4zddBOMHm1vfPWVrZBaIDQUxo512fi+vr5MmDDBEJMDpkRplPKgTZuXiYr6DKU8DfeOHp3Opk1DyM1NNSc5IYQQQghRa2mt04CrgSRsM1IDgYeBdUCaUmqrUuov+2crkGa/9xC27UaV/dmr7e9ymnLVUiyl1CXY9j9tgS1ZywUe0VrriS4Z3EUCAgJ0RkaG2WkIE9x33318UuwAl9DQUHbv3k29ehXedkMI4UI/bv+RMd8XLesPrx/OgUcOoJQyMSvn5OZC7962/VALNGkC27bZZ6FqDZ07w/btRR1eeAEmT3ZpHrt27SIyMtIQi4+Pp6uLtgwQtU9KynK2bh1DXl6qIe7v35EuXRbh59e69AeFEEIIIYRbU0plaq0DTBq7Ef/P3n2HR1G1bxz/nvSEhN57L9KriL2gIjYsCDZULFiw997F+lNUVPAVXgW7WLCXV0Wk9w4C0ntJSEjPnt8fE5KdNFJ3Uu7Pde21O8/M7DxgXJI7Z86B94GzcuzKGWjm/CHxe2CEtXZfqfVS0hDVGHMe8BLQuqjnWmuPFLQGlELUqmndunV06tSJdL+JCd944w1uvvlmD7sSEYDEtETqvViPxLTErNrca+fSt0lfD7sqmaeegkcfddemToUhQzI3fv8dTjkle2dwMGzaBE2alHovAwcO5Ndff83avuGGGzQiVQp06NBqli0bTHLyBlc9JKQOnTt/Tq1aJ3nSl4iIiIiUHS9DVL8ejsEZiXoqkN/iNfuA34DXrLWzSruHEt3Ob4y5CZiKE6CaIzzIY1vEc4888ogrQG3dujXXXXedhx2JyGFRoVEMajvIVftsZcWdu3PpUidE9TdsmF+ACvDGG+4DhgwpkwAVci8w9cEHH7B///4yuZZUDtWqdaRXr9lUrz7AVU9P38fSpQPZtm2cFpwSERERkVJnrZ1lrR1mra0HHAUMBIZlPgYCna219TKPKfUAFUoQohpjWgOv4gSiu4BrgE6Zuy1wPdAFGAyMBRIy6/8F2lCMkasipW3hwoV8/PHHrtpTTz1FWFiYRx2JSE4XdrrQtf3pik8rZEiTlgZXX+08H1avHrz+ut9BmzfDV1+5TyzFBaVyOvfcc2naNHuRy8TERN59990yu55UDmFh9eje/Tfq1x/mqlubzj//3MzatTfg86V61J2IiIiIVHbW2tXW2t+stZ9mPn6z1q468pklU5KRqDcBIUAGcLq1dpK1do3f/t3W2pXW2h+stbcDnYHFwJXA3dbaTSW4tkipePBB9wJtPXr0YNiwYfkcLSJeOKfDOUSGRGZtb4rbxJxtczzsqHjGjIGFC921t96CunX9Cu+8Az5f9naXLnDCCWXWU2hoKLfkCGlff/110tK04roULDg4gk6dPqRly9xz9e7YMYHFi08hNXWXB52JiIiIiJSNkoSoJ+OMLJ1mrV1+pIOttVtxJoGNA0YZY04twbVFSuz333/np59+ctWee+45goJKNMuFiJSy6LBoBrcf7Kp9uuJTj7opnsWLc68LNXQoXOg/yDY5GcaPdx90yy1QxotoXXfddURGZofUW7duZerUqWV6TakcjDG0bPkIXbp8RXCweyHGgwf/ZsGCPsTHL/CoOxERERGR0lWStKhl5vPMfPbnuh/aWrsLmIgzBcC1Jbi2SIlYa7n//vtdtRNPPJEzzjjDo45EpCBDjxrq2v50xaf4rC+fo8uXlBS48krwm3qZevVyT33KZ5/B3r3Z2zVqwGWXlXl/tWvXZsSIEa7aq6++WubXlcqjbt3z6NVrNhERbVz1lJStLFp0HLt2feRRZyIiIiIipackIWpM5vOWHPXkHPtzOnwz49EluLZIiXz55ZfMnTvXVRszZgymjEd8iUjxDG4/mGqh2YtBbovfxswt+f0Or3x54glYtsxdGz/eCVJd3nzTvX311RAdTSDcdtttru3Zs2cze/bsgFxbKodq1TrTu/dcatU6zVX3+ZJZtepS1q+/H2szPOpORERERKTkShKiHsrnPWIzn1vmc15o5nPDElxbpNjS09NzzYV6/vnn079/f486EpEjiQqN4pwO57hqnyz/xKNuCm/2bHj+eXftiivg/PNzHDhvHszJMc/rTTeVZWsuHTt2ZNCgQa6aRqNKUYWG1qZr1x9o2vT2XPu2bHmeZcvOJT09LvCNiYiIiEiZMsacaYxZY4xZZ4y5P59jTjLGLDbGrDDG/BnoHktDSULUfzOfG+Sor8a5Xf/EfM7rm/msZVvFE++99x5r1mSvgRYUFMSzzz7rYUciUhiXdL7Etf35qs/J8JXfkW2JiTBihHudqCZN4LXX8jg45yjUM86Adu3KtL+cbr/9dtf2559/zpYtOW82ESlYUFAIbdv+Hx06TMQY98xO+/d/z4IFR5OYuCafs0VERESkojHGBANvAoOAo4DhxpijchxTExgHnGut7QxcHOg+S0NJQtSFOGFptxz1PzKfjzfGnO6/wxjTF7gGZ0GqIy5GJVLa4uPjeeSRR1y1q666ik6dOnnUkYgU1pltzyQmLHummJ0JO/lr818edlSwBx+EtWvdtf/8B2rVynHg3r3w8cfu2i23lGlveRk4cKDrszAjI4M3c4a7IoXUqNFV9OjxJ2FhjVz1pKQ1LFhwNPv2/eBRZyIiIiJSyvoB66y1G6y1qcDHwHk5jrkUmGqt3Qxgrd0d4B5LRUlC1P9lPp+Wo/5fICXz9TRjzCfGmGeNMZ8AfwHhmfs+KMG1RYrl+eefZ/fu7P9XIyMjeeKJJzzsSEQKKyIkgvM6uv8tLq+39P/+e+4Rpzfc4AwwzWX8eGf1qcNatYIct9YHgjEm12jU8ePHc+jQobxPEDmCGjX607v3fGJi+rnqGRlxLFs2mI0bn8JWkAXiRERERCRfTXCvl7Q1s+avPVDLGPOHMWaBMebKgHVXikoSok7DuSW/qf+IU2vtJuABnFGqocBFwH2Zz4fv6/odmFCCa4sU2ZYtW3j55ZddtbvuuoumTZt61JGIFFXOW/q/WPUF6b70fI72Rny8syaUv5Yt4cUX8zg4LQ3GjXPXbrwRgoPLqr0CXXHFFdSpUydr+8CBA7z//vue9CKVQ3h4Y3r0+JMGDXJ+n2zZuPFRli07m7S0fZ70JiIiIiKFFmKMme/3uN5vX14rdNuc5wO9gcHAGcAjxpj2ZdRrmSl2iGqtjQdigEjg1xz7XgWuADbg/GUefhwCXgEGWw09kAB76KGHSE5Oztpu0KAB9957r4cdiUhRnd7mdGpG1Mza3pO4h9///d27hvJw112waZO7NmkSxMTkcfAXX8C2bdnbUVFw7bVl2V6BIiMjueGGG1y11157DZ9P/2RL8QUHR9Cx4yTatHmFnN967t//A/Pn9+bgwfneNCciIiIihZFure3j9xjvt28r0MxvuymwPcf5W4EfrbWHrLV7gelA97JtufSVZCQq1to0a21KXoGotXaKtbYt0AYYAPQAaltr77bWpuQ8XqQsLViwgA8+cM8g8dRTTxGTZ6ohIuVVWHAYQzoOcdU+WVF+bun/4QeYkOM+i9tvhxPzW2rx1Vfd2yNG5DFpamDddNNNhISEZG2vWbOGn376ycOOpDIwxtCs2R106/YToaF1XftSUjaxaNGxbN/+DtbmHLQgIiIiIuXcPKCdMaaVcVYWHQZ8k+OYr3HWTgoxxkQBRwOrAtxniZUoRC0Ma+2/1trZ1tql1tq0sr6eSE7WWu666y5XrUuXLlxzzTUedSQiJTG081DX9tRVU0nNSPWom2z798PIke5ahw7w7LP5nDBnjvPwd+utZdJbUTRp0oShQ91/x//3f//nUTdS2dSufRq9ey+ievVjXHVrU1m7dhSrV19FRkaiR92JiIiISFFZa9OBW4CfcILRT621K4wxo4wxozKPWQX8CCwF5gLvWmuLveC8MSbYGDPMGPOeMWaWMWa1MWZ9Hsd1McYMMMZ0Lu61XO+n3/hnq1atmtUCGpXP119/zfnnn++q/fjjj5yR5wovIlLepWWk0ejlRuxLyp5H8ftLv2dQu8AvxuTv8sthypTs7aAgmDkTjj46nxMuvRQ++ih7+8wznaGs5cD8+fPp27evq7ZgwQJ69erlUUdS2fh8qaxffw/bto3Nta9ata507vwFUVHtPOhMRERERHIyxiRaa6t53QeAMeYknEXt/Re4MYC11gbnOPYh4EkgHmhkrU0qybXLfCSqiJfS0tJyzXt6xhlnKEAVqcBCg0O5oNMFrprXt/R/8YU7QAW4//4CAtRt2+Czz9y1224rk96Ko0+fPhx//PGu2pgxYzzqRiqjoKAw2rV7jU6dPiIoyP39+KFDy1iwoA979nzpUXciIiIiUh4ZY84BfsEJUA2QAcQVcMo7gA9nTafBJb1+qYSoXg2jFTmSt99+m7Vr12ZtBwUF8dJLL3nYkYiUhks6X+La/mr1V6SkezPd9u7dMGqUu9atGzz6aAEnjRsH6enZ2x06wOmnl0l/xXX//fe7tj///HPWrFnjUTdSWTVoMIzevecRFdXJVc/IOMiKFRewfv09+Hzp+ZwtIiIiIlWFMaYuMBkIBg4CI4GawNX5nZO5iNVfmZunlbSHEoeomcNoNwBTgBFAP6A90DKPw8/Daf5vY0xkSa8tUpDY2FieeOIJV23kyJF06dLFo45EpLSc2PJE6lern7UdlxLHT+sDv/iRtXDDDbB3b3YtNBTefx/Cw/M5KSkJ3nnHXbv1Vuf+/3Jk0KBBdO+evWCmtZbnn3/ew46ksqpWrRO9es2lfv1hufZt2fISS5acSkrKDg86ExEREZFyZDTOiNJU4DRr7URrbWEm05+NM2q1Z0kbKNFPbF4PoxUpyFNPPcW+fdlzJkZHR/Pkk0962JGIlJaQoBAu7HShq/bx8o8D3seUKfDVV+7aY4+BX/aY24cfgt9nEzVrwpVXlkF3JWOM4YEHHnDVPvjgAzZv3uxRR1KZhYRE06nTh7RtOxZjQl374uKmM39+Tw4c+MOb5kRERESkPBgEWOATa+2CIpz3T+Zz65I2UOwQtTwMoxXJz+rVqxk71r1YxX333UfDhg096khESltet/THp8QH7Ppbt8Itt7hrffvCffcVcJK18Npr7tq110J0dKn3Vxouuugi2rZtm7Wdnp7Oyy+/7GFHUpkZY2jadDQ9ekwnPLypa19a2i6WLDmVf/99TLf3i4iIiFRNbTKffy/ieQczn6uXtIGSjET1fBitSF6stdx2222k+8032KxZM+68804PuxKR0nZ8i+NpWj07aElKT+Kr1V8F5NrWOtlnnN+9FxERzm38ISEFnPj777BsWfZ2UFDuJLYcCQ4O5r4cqfCECRPYs2ePRx1JVVCjRn96915IrVo5f9/uY9OmJ1my5GSSkzUiWkRERKSKObwaaVFHzkRlPieXtIGShKieD6MVycu0adP4+eefXbWXX36ZqKiofM4QkYooyARxWdfLXLXJyyYH5NrjxsFPOaZgffZZ6NjxCCfmHIU6ZAi0aFGqvZW2K664giZNmmRtJyUl8VrOP4dIKQsLq0e3bj/SosXDOL97zxYXN4P583uwZ8+X3jQnIiIiIl44PCdaUW8xPryCaYlHgpQkRPV8GK1ITsnJydxxxx2u2kknncRFF13kUUciUpYu73a5a/vXDb+yI75sF6BZtQruvttdO/54uO22I5y4fj1Mm+auHfEk74WHh3PXXXe5am+88QYHDx7M5wyR0mFMMK1aPUW3bj8RFub+Xjk9/QArVlzA2rU3kZGR5FGHIiIiIhJAKzKfTy3sCcYYA1yIMwh0XkkbKEmI6vkwWpGcXnnlFTZs2JC1HRQUxNixY3H+vxGRyqZL/S70aNgja9tnfWW6wFRqKlx2GST7/QsWE+Pcxh90pH9RX3/dmQfgsJ494bjjyqTP0nbddddRp06drO24uDjeeustDzuSqqR27YH06bOE2rXPzLVv+/a3WLiwH4cOrcjjTBERERGpRL7DuUXpbGNMr0KecwfQLvP1NyVtoCQhqufDaEX8bd26lWeeecZVu/HGG+natatHHYlIIFze1T0atSxv6X/sMVi0yF17801o2fIIJx44AO++667ddhtUkF/wREdHc+utt7pqr7zyCklJGgEogREWVp+uXb+jTZuXMSbUte/QoeUsWNCX7dvHY/1/USEiIiIilcm7wG6cBe6/NcYMyO9AY0ykMeYp4AWcUagbgE9K2kBJQlTPh9GK+LvvvvtITMxe26x27do8+eSTHnYkIoEwvOtwjN+ciQt3LGTlnpWlfp3p0+H55921oUPh8svzPt5l/Hg4dCh7u1EjGDasVPsra7fccgvR0dFZ27t372bixIkediRVjTFBNGt2Jz17ziQysq1rn8+XxNq1N7By5VDS0g541KGIiIiIlBVr7SHgasAHNAD+MsbMAq4/fIwx5hFjzMfANuBBnNwzFbjMWusraQ8lCVE9H0YrctiMGTP48MMPXbVnnnmG2rVre9SRiARK45jGnNra/fu8KUunlOo14uLgyivdd+M3aQJvvVWIwaSpqTB2rLs2ejSEh5dqj2Wtdu3ajBo1ylV74YUXSEtL86gjqaqqV+9D794LadAg928w9uz5nPnzexAXN9ODzkRERESkLFlrfwCG4UwtaoB+wJk4gzUBHgcuBmpm7o8FzrPWzi2N65ckRPV8GK0IQEZGBqNHj3bVunfvznXXXedRRyISaDlv6Z+ybAq+kv+iMcvo0bBpk7v23/9CoX5P8/HHsH179nZUFNxwQ6n1Fkh33nknYWFhWdubNm3iv//9r4cdSVUVEhJDp04f0LHj+wQFVXPtS0nZzKJFJ7Bx49P4fOkedSgiIiIiZcFa+wXQBXgDOIATluZ8HATeArpaa38urWubkswdZYwZhDOi9HAYOxfYDwzCCUsfBzoDpwM1cP4gKcCJpZUCl6Zq1arZQ/63W0qF8M477+QaHTV9+nSOP/54jzoSkUCLT4mnwUsNSErPnqNz+lXTOb5FyT8HPvkk9533d9wBr7xSiJOthe7dYdmy7Nro0blHplYgN954I2+//XbWdrNmzfjnn38Ir2Aja6XySEz8h5Urh5GQsDDXvurVj6Fjx/eJimqbx5kiIiIiUhjGmERrbbUjHxl4xpjOQEuc3DEB51b+RaVx+36ua5V0An5jzIXAf4DqZA+fzXVY5nMsMKw0U+DSpBC14tmzZw8dOnTgwIHs+c+GDx+e69Z+Ean8Lv3iUj5a/lHW9nW9rmP8OeNL9J5bt0LXrhAbm13r0gXmzYOIiEK8wS+/wOmnZ28HBcE//0Dr1iXqy0tbt26lbdu2pKSkZNVef/11brnlFg+7kqrO50thw4YH2Lr1/3LtCwqKok2bl2nc+AZMBVnMTURERKQ8Kc8haiCV5HZ+wNthtCL33nuvK0CNiorihRde8LAjEfHK5d3ct/R/uuJTktOTi/1+Ph9cdZU7QA0LgylTChmgArz0knv7ggsqdIAK0LRp01yj/5955hnXwn4igRYUFE7btq/Qtet3hIbWde3z+RL5558bWbbsLFJStufzDiIiIiIiBStxiApgrd1qrb3VWlsX6AqcA1wOnA/0BWpba2+21m4rjeuJAPz1119MmjTJVXv00Udp2rSpNw2JiKcGth5Ivah6WdtxKXF8/8/3xX6/116D335z1557Drp1K+QbLFsGP+f4veFddxW7n/Lk/vvvJyoqKmt7586djBs3zsOORBx16pxFnz7LqFPn7Fz79u//kXnzurB7t6blFxEREZGiK5UQ1Z+1doW19jtr7YfW2m+stQvKYh4CqdrS0tK48cYbXbWjjjqKO+64w6OORMRrocGhDOvinrx08tLJxXqvZcvg/vvdtVNOgdtvL8Kb5Jw09dhjoX//YvVT3jRs2DDXgn5jxowhPj7eo45EsoWHN6RLl2/o0OFdgoOjXfvS0w+wcuUwVq4cTlrafo86FBEREZGKqNhzohpjfIAPuMBa+00RzjsD+B6w1tqQYl28jGhO1IrjhRde4L777nPV/vzzT0444QSPOhKR8mDutrkc/e7RWdthwWHsuGsHtSNrF/o9kpOhXz/3WlA1azrbhR7ovn07tGwJaWnZtalTYciQQvdR3u3bt49WrVq5gtOnnnqKhx9+2MOuRNySkv5l9eoRxMX9lWtfWFgjOnR4jzp1zvSgMxEREZGKo7zNiWqM6QOcARwF1AIKM+GatdaeWpLrlnQkanFn5z88V6pIkW3atIknnnjCVbvqqqsUoIoIfRv3pV3tdlnbqRmpfL7y8yK9x0MPuQNUgLffLkKACvDGG+4AtW1bOPfcIvVR3tWpU4c777zTVXvppZdc81SLeC0yshU9evxOmzYvYUyYa19q6g6WLRvE2rU3kpGhX6KLiIiIlHfGmNbGmOnAHOBJYBhOmHriER4nZT5KpNRv5xcpa7fddptrAZNatWppMSkRAcAYk2uBqQ+WflDo83/7Lfdd+JdfDpdcUoQmEhLgrbfctTvugODgIrxJxXDHHXdQq1atrO24uDheyrmYlojHjAmmWbO76N17AdHRPXLt3779bebN605c3MzANyciIiIihWKMaQDMAI4l70XtC3qUCi9C1JjM5yQPri0V3LRp0/j6669dteeff5569erlc4aIVDU5Q9QZm2fwz75/jnjegQMwYoS71ry5M6i0SCZOhNjY7O06deCqq4r4JhVDjRo1uPfee1211157jd27d3vUkUj+oqO70KvXHJo3f4ic3wInJ69n0aLjWb/+XjIy9C2qiIiISDn0KNAw8/Uy4DKgBRBhrQ0qxKPEo1q8CFEPzz+w04NrSwV26NChXAuZHHPMMYwcOdKjjkSkPGpdqzXHNT/OVZu4eGKB51gLo0bBtm3ZNWPggw+gRo0iXDw9PfdQ1htvBL+V7Cub0aNHU79+/aztQ4cO8fzzz3vYkUj+goLCaN36aXr2/JvIyHY59vrYsuVF5s/vTmzsn570JyIiIiL5GgxYYDnQ31r7kbV2i7U2NVANFGphKWPM4TkE/D2O0/wnwOojvQVQDegFnJxZ+9Bae0VRmi1rWliqfHvggQcYM2ZM1nZwcDALFiyge/fuHnYlIuXRxEUTueaba7K2G0U3YvMdmwkJyns9w/ffzz0K9f774bnninjhKVOc+/8PCwuDTZugYcP8z6kEXnvtNW6//fas7fDwcNavX0+TJk28a0rkCDIyDrF+/X1s3/5mnvsbNx5F69bPExJSPcCdiYiIiJQv5WFhKWNMEhAG3GqtzfsbuLLuoZAh6mM4w2Zd5cznI79B7vPSgWOttfOKeG6ZUohafi1dupTevXuTnp6eVbvjjjt4JeeILxERICE1gUYvNyIhNSGr9u3wbxncfnCuY9etg549nalMD+vZE2bPdjLQQvP5oHt3WL48u3bDDc6qVJVccnIybdu2ZZvfUN6RI0fy7rvvetiVSOHs3/8za9aMJCVla6594eFNad/+berUyf3ZISIiIlJVlJMQdTPQBLjEWlu01YNLSVFu589vUtaiTua6CDi3vAWoUn5lZGRw7bXXugLUJk2a8MQTT3jYlYiUZ9Fh0QzrPMxV+8+i/+Q6LjUVhg93B6iRkTB5chEDVIDvv3cHqEFBcM89RXyTiikiIoJHHnnEVXvvvfdYsmSJRx2JFF7t2qfTt+8KGje+Kde+lJStLFt2NitXXk5q6l4PuhMRERGRTEszn1t41UBhR6K2AFr6l4D/4YxCfQT4+whv4QMSgH+ttbHFaTQQNBK1fHrllVe46667XLWpU6cyZMgQjzoSkYpg1pZZDHhvQNZ2SFAIW+/YSoPoBlm1e++FF190n/f2284A0iKxFo47Dmb6re49bBh89FExOq+Y0tPT6datG6tWrcqqnXrqqfzyyy8YU2oLYoqUqdjY6axZcy1JSbkXowsNrUvbtq9Tv/4l+poWERGRKqWcjEQdDEwDFltre3nSQ2FC1DxPNMaHE6IOsdZ+U6pdeUQhavmzYcMGunTpQlJS9kq5F154IZ9/7snIbRGpQKy1dB7XmVV7s0O9lwa+xF0DnF/K/PwznHGG+5wLLoDPP3cWlSqSv/6CE05w1xYtgh49it54Bfbdd99x9tlnu2rffvstgwfrVmipODIykti06Uk2b34RyMi1v06dc2nffhzh4ZrzV0RERKqG8hCiZvbxHnAV8CZwm7XWF9DrlyBEPbzQ1HJr7b7Sa8k7ClHLF2stp59+Or/++mtWrWbNmqxatYqGlXyRFhEpHS/NfIl7fsm+pb5T3U6suGkFe/YYunWDXbuyj23aFJYsgdq1i3Ghs86CH37I3h40yLm9v4rJ63O7Y8eOLF26lNDQUA87Eym6+PiFrFkzkoSExbn2BQdXp02bl2jU6FqNShUREZFKrxyFqCHA/wE34dzePx6YC+zDuQu+QNbazSW6fnFD1MpIIWr5MmnSJK6++mpX7d1332XkyJEedSQiFc2uhF00/b+mpPuy51T+++pZPD2qvyvzDAqC33/PPZi0UJYsyT3idPp0OP74YvVc0S1dupQePXrg//3FG2+8wc033+xhVyLF4/OlsWXLi2zc+ATWpubaX7PmSbRrN45q1Tp50J2IiIhIYJSXEBXAGNMG+AToRdEWu7fW2pASXbusQlRjTDjQD2iMMx/qSmvtv2VysVKiELX82LVrF506deLAgQNZtVNOOYVff/1VIz5EpEiGfDKEr1Z/lbXdP/RaZj80wXXMY4/B448X8wLDh8PHH2dvDxgAM2YUY06AyuPaa6/lP//JXsirbt26/PPPP9SsWdO7pkRK4NCh1axZM5KDB2fm2mdMKM2a3U2LFg8THBzlQXciIiIiZau8hKjGmKtwRp8GHy4V4XRrrQ0+8mEFXL+wIaoxJhKnOZ+1NvkIxz4E3AtE59g1E7jJWrusGL2WOYWo5cfQoUP57LPPsrYjIyNZtmwZbdq08bArEamIvl37Led8dE52ISUaXt4Bqc4/UcceC3/8ASHF+Z3kunXQoQP4/O4cmTYNcswLWtXs2LGDdu3a4f9v6j333MMLL7zgYVciJWOtj23bxrFhw/34fLm/XwwPb0G7dq9Tt+45eZwtIiIiUnGVhxDVGHMMMIPs4DQemA/sAlIK8x7W2quPfFQBPRQmRDXG1AV24jQ62Vo7ooBjJwJXkn8aHA+cZK1dVPR2y5ZC1PLh66+/5vzzz3fVXnzxRe6++25vGhKRCi3dl07z/2vOjoQd2cWvJsLiq6hZExYvhhYtivnmo0bBO+9kb3fp4tzeHxRUgo4rh6effppHHnkkazssLIzVq1fTqlUrD7sSKbnk5E2sXTuK/ft/zHN/nTrn0q7dWCIiivvBIiIiIlK+lJMQ9RvgbJy5Tx8BXrZ5zbdUhgr7U95pfse+nd9BxpiLAP+ANR1YCSwme3nTGGCSMUY/YUoucXFx3HTTTa5a7969uf32271pSEQqvJCgEK7snuN3fz2dW80nTChBgLpjB0yc6K7df78C1Ex33nknTZpkr16emprK/fff72FHIqUjIqIFXbt+z1FHfUpYWONc+/ft+4a5czuxadMYfL6Afl8vIiIiUpn1xpkD9SNr7XOBDlCh8CFq/8zn7dbaWQUc97Df6xlAK2ttF2ttL6AdsDBzXxdgUJE6lSrh9ttvZ/v27VnbwcHBvPvuu4QU6z5bERFHzLocd220mMHQG9dy0UUleNNXX4VUv3+3W7aESy4pwRtWLlFRUTz33HOu2qeffsrff//tUUcipccYQ/36F9Ov32qaNr2T7Gm5HD5fEv/++wDz5/fgwIE/POlRREREpJKpmfmc9+1AAVDYELU7Ttr7a34HGGM6Ad0yjzsInGet3XZ4v7V2I3A+kJRZOq/o7Upl9u233zJp0iRX7d5776VHzlWvRUSKYPlyeObO9rDpeFe92bnvFf9N9++Ht95y1+65p5gTq1Zel112Gb1793bVRo8eTXp6ukcdiZSukJAY2rZ9mT59FlC9+jG59icmrmLJkpNZteoKUlN3edChiIiISKVxOGP0FXhUGSpsiHp4NZ+C5jE9ye/1FGvtgZwHWGu3Al/hzJfaq5DXlipg3759XHfdda7aUUcdxaOPPupRRyJSGRw6BEOHQlISsOga174pK/5LWkZa8d74tdcgPj57u359uLpEc5RXSkFBQbzyyiuu2qJFi3grZwAtUsFFR3enZ88ZdOjwLiEhtXPt37VrMnPmdGDbtnFYm5HHO4iIiIjIEfyS+dy7wKPKUGFD1MPfDe4s4Jj+fq9/LuC4w9MBaLZ9yTJ69Gh27sz+8goODub9998nIiLCw65EpKIbPRpWrcrcWHExpERn7duZsJNpa6cV/U1jY50Q1d+dd0JkZLH7rMxOOOEEhg0b5qo9/PDD7NixI58zRComY4Jo1Ggk/fqtoWHDkbn2Z2TE8c8/NzN/fm9iY//0oEMRERGRCu1VIBm41hjT5AjHlonChqhhmc+2gGP6+L2eXcBxh+9liinktaWS++KLL/joo49ctQcffDDXLaAiIkXxwQc51n1Kq0b7lEtdx4ybN67obzx2LMTFZW/XqQM331y8JquIV155herVq2dtHzx4kDvvvNPDjkTKTlhYXTp2fJeePWdQrVrXXPsPHVrC4sUnsXz5RSQl/etBhyIiIiIVj7X2H+AKIBz4nzGmb6B7MNYWlItmHmTMXqAWcIe1dmwe+6OBWJzb9LdZa5sX8F6XAB8BKdbacjVsp1q1avbQoUNet1Gl7N69m86dO7N3796sWo8ePZgzZw5hYWEFnCkikr/Vq6FPH+d2/sM6doT3vl/MgPd7uo5ddfMqOtbtWLg3jotzFpCKjc2uPfssPPBAiXuu7F5//XVuvfVWV+3nn39m4MCBHnUkUvZ8vnS2bXudjRsfJSMjIdd+Y8Jp1uwumjd/gJCQ6DzeQURERMR7xphEa201j3s4PN9jb+AcnIGeC4A5wD4KMVeqtfbJEvVQyBB1PtAT+MJaOzSP/YOBaTh/gM+ttfkuT2yMuQUYC+y21jYsbuNlQSFqYFlrufjii/niiy+yaqGhocyfP59u3bp52JmIVGSJidC/Pyxbll2LiIC5c6FrVzj2vWOZuWVm1r5b+93Ka4Ney+Od8vDMM/Dww9nbtWrBxo3gN8pS8paenk6/fv1YtCh7evV27dqxbNkywsPDPexMpOwlJ29lw4Z72b37ozz3h4U1onXr52jQ4AqMKeyNYiIiIiKBUU5CVB/uO+QNBd8xn4u1NrgkPRT2u7RZOM2da4xpl8f+a/1e/3qE9+qR+byxkNeWSurjjz92BagAjz32mAJUESmRW25xB6jg3IHfNfOu2pv7um+9n7RkEodSC/ELtPh4yLFIEnfeqQC1kEJCQnjrrbcwxmTV/vnnH1544QUPuxIJjIiIphx11If07Pk3MTF9cu1PTd3B6tVXsXBhf+LiZuXxDiIiIiKCk00efuTcPtKj5Bcv5EjUo3GCVIsTfo4CpgP1gNHAPZmHJgFNrbUHCnivtUAbYKK19tr8jvOCRqIGzo4dO+jcuTMHDmR/qfTt25eZM2cSEhLiYWciUpG99x6MzLGey7Bh8OGHcDi7S0lPodn/NWNP4p6sY8afPZ7rel9X8JuPGeO+bb9mTWcUao0apdJ7VTFq1CjeeeedrO3w8HBWrFhBmzZtPOxKJHCs9bFr1wds2HA/qal5r9lav/6ltG49hoiIZgHuTkRERCS3cjIS9cSSvoe1tkSrexYqRAUwxnwGXEjeQ2UPD6H9P2vt3QW8R29gXuaxI621k4racFlSiBoYPp+Ps846i59++imrFh4ezqJFi+jUqZOHnYlIRbZkiXMbf3Jydq1DB5g3D2JyLGX44G8P8tyM57K2uzfozqIbFrlGSbokJDhzoe7bl117/HF47LFS67+qOHDgAB06dGDPnuwQ+8wzz+T777/P/+9fpBJKT49n8+bn2LLlFaxNybU/KCiS5s3vo1mzewgOjvKgQxERERFHeQhRy4OiTLo0EphL/kNi5wAP531qllGZzxb4uQjXlkrkjTfecAWoAE8//bQCVBEptrg4uOgid4AaGQmff547QAW4ofcNBPnNO7hk1xJmbS3gFtq33nIHqNWrQ45FkqRwatWqxUsvveSq/fjjj0ydOtWjjkS8ERISQ+vWz9Kv3yrq1r0w136fL4mNGx9nzpz27NjxHtZmeNCliIiIiBxW6BDVWnsQOA64E5gPJODcvr8ceAg4xVqbnN/5xpj6wOnALuA3a+32EvQtFdTy5cu59957XbXjjz+eO+64w6OORKSis9a5hX/dOnf9nXegS5e8z2lRswVntz/bVRs3b1zeBx86BC++6K7ddpuzqJQUyxVXXMEJJ5zgqo0ePdo1xYtIVREZ2YouXT6ne/ffqVate679qanbWLNmJPPmdWfv3mkU9i4yERERESldhb6dvyrQ7fxlKzk5mX79+rHMb8WXGjVqsGTJElq0aOFhZyJSkb32Gtx+u7t23XUwfnzB5/28/mfOmHxG1nZYcBhb7thC/Wr13Qe+8grcdVf2dnQ0bNoEtWuXrPEqbsWKFfTo0YP09PSs2hVXXMH777/vYVci3rI2gx07/sO//z5MWtqePI+pUeN4Wrd+nho1jglwdyIiIlJV6XZ+h0JUPwpRy9add97J//3f/7lqH374IcOHD/eoIxGp6GbNghNOAL8cjp49YeZMiIgo+Fyf9dHhjQ6s2589hPXZU57lgeP9Fo9KSoJWrWDXruzaAw/As8+W0p+ganvkkUd4+umnXbVvvvmGc845x6OORMqH9PQ4Nm16mq1bX89zvlSAunUvoHXrZ4mK6hDg7kRERKSqCWSIaox5L/OltdaOzKNeXK73Kw6FqH4Uopadn3/+mTPOOMNVu+yyy5g8ebJHHYlIRbdnD/TqBVu3Ztdq1IAFC6CwC72/MusV7vo5e5Rp8xrN2XDrBoKDgp3CSy/BPfdkn1CtGmzcCHXrlvwPIKSkpNCnTx+WL1+eVWvYsCErVqygtkb6ipCcvIl//32UXbs+IO+1XYNp1OhaWrZ8jPDwRoFuT0RERKqIAIeoPjK/8bHWBudVLy7/9yuOoiwsJVIse/fu5aqrrnLVWrRowZtvvulNQyJS4aWnw7Bh7gAVYOLEwgeoAFf3uJrIkMis7c1xm/n+n++djYMHYcwY9wk336wAtRSFh4czadIkgoOzv5fZuXMnt912m4ddiZQfEREt6NTpv/Tps5jatQflcUQGO3a8w5w5bdmw4WHS0w8GvEcRERGRMmAKqBf3UWIKUaVMWWu5/vrr2bFjR1YtKCiIDz74gBo1anjYmYhUZA8+CP/7n7t2550wZEjR3qdWZC2Gd3FPKTJufuYCU//3f7BvX/aOmBjIsTCelFzv3r154IEHXLXJkyfzzTffeNSRSPkTHd2Nbt2+p3v3/xET0zfXfp8vkc2bn2HOnDZs3foaPl/eUwCIiIiIVACtMh+t86kX95Hz/YpMt/P70e38pW/ChAlcf/31rtpDDz2Uaw48EZHC+uwzGDrUXTvxRPjlFwgNLfr7Ldi+gD4T+rhq/1w+l7Y9T4X4+Ozi44/DY48V/QJyRKmpqfTt25elS5dm1XRbv0jerLXs2fM5//77IElJ6/I8Jjy8KS1aPEzDhlcTFBQW4A5FRESkstHCUg6FqH4Uopau5cuX069fP5KSkrJqffv25e+//ya0OEmHiFR5K1dCv37g/1HdpIkzD2qDBsV/3/7v9mfOtjlZ26PTejH2mYXZB9SpAxs2QPXqxb+IFGjRokX069ePdL9VwjR3tkj+fL40duyYwMaNT5CWtjvPY8LDW9Cy5SM0aHAlQUH63ktERESKJ9AhqjHmysyX/7PWbi3w4ADS7fxSJg4dOsTQoUNdAWpUVBSTJ09WgCoixRIX59yu7x+ghobC55+XLEAFuKXfLa7t/9iF7I/0K9x/vwLUMtazZ08efPBBV23KlCl8/fXXHnUkUr4FBYXSpMlNHH30elq2fJygoNw/16SkbGLNmmuZO7cTO3e+j8+Xnsc7iYiIiJQ7k4CJQC+P+3BRiCplYvTo0axatcpVGzduHO3bt/eoIxGpyHw+GDEC1q5118eOhf79S/7+QzsPpXFM46ztxDB4p3fmRqNGzoJSUuYeeughunfv7qrdcMMN7Nq1y6OORMq/kJBoWrZ8jP7919OkyW0YE57rmOTk9axePYJ58zqza9eHWJvhQaciIiIiFZtCVCl1H3zwARMnTnTVRowYwYgRIzzqSEQqujFjIOeAxKuvhhtuKJ33DwsO47aj3SvCjz0aUoKBRx6ByMi8T5RSFRYWxqRJkwgJCcmq7dq1ixEjRuDz+TzsTKT8CwtrQLt2r9K//3oaN74ZY3Lf+ZOUtJZVqy5j3ryu7N79Kdbq/ysRERGRwtKcqH40J2rJrV69mj59+uD/99ixY0fmzZtHdHS0h52JSEX1449w1lng/89Vr14wY0bpZpuxybE0e64eCUHZt7u+N6MOV3+3HcK0MEsgPfnkkzyWYxGvF198kbvvvtujjkQqnuTkzWza9Aw7d76HtXnfxl+tWldatnyCunXPxxgT4A5FRESkovBgTlQfYIEh1tpvAnXdI1GI6kchaskkJSVx9NFHs2zZsqxaREQEc+fOpWvXrh52JiIV1dq1zkJScXHZtTp1nIWkWrQo5YutWsUddx7Fq37TA3QObcKyB7YoXAiw9PR0TjnlFP7666+sWkhICDNnzqRv374ediZS8SQl/cumTU+zc+d/gbxv469WrTstWjxIvXoXYkxwYBsUERGRck8hqkO380upueOOO1wBKsDYsWMVoIpIscTFwXnnuQPUoCD46KMyCFABHn2U22ZDkN/drSvStvHT+p/K4GJSkJCQEKZMmUKtWrWyaunp6QwbNoyDBw962JlIxRMZ2YqOHf9Dv36raNDgCvL69v/QoSWsXHkJc+cexY4dE/H50gLfqIiIiEg5pxBVSsUnn3zCO++846oNHz6ca6+91qOORKQiy8iAyy6D1avd9RdegIEDy+CCCxfC55/TMhYuXune9fKsl8vggnIkzZo147333nPVNmzYwKhRo9BdNCJFFxXVjk6d3qdv3xXUrz8cyD3CPilpLWvWXMOcOW3ZuvUNMjKSAt+oiIiISDml2/n96Hb+4lm9ejV9+/YlISEhq9a2bVsWLFhA9erVPexMRCqqhx6CZ5911y6/HN5/H0r9znprnWT2t98AmNcY+l3vPmTRDYvo0bBHKV9YCuPmm29m3Lhxrtp7773H1Vdf7VFHIpXDoUMr2LjxCfbs+RznbrncQkPr06zZnTRufCMhIfqeTkREpKry8Hb+34HNpfS21lo7siRvoBDVj0LUoouPj+foo49m1apVWbWwsDBmz55Nz549PexMRCqqTz6BYcPctT59YPr00l1IKssPPzgrV/k58eUuTI9fnrV9RbcreH/I+2VwcTmS5ORkjj76aJYuXZpVi4qKYsGCBXTs2NHDzkQqh0OHVrF58/Ps2jWZ/OZMDQmpSZMmt9K06a2EhtYJbIMiIiLiOQ9D1FJlrS3R5O+6nV+KzVrLyJEjXQEqwKuvvqoAVUSKZfFiyDnAsEED+PLLMgpQ09PhnnvctVNO4a6znnaVPlr+EVsPbi2DBuRIIiIi+Pjjj4mKisqqJSYmMmzYMJKTkz3sTKRyqFatE506TeLoo9fRuPFNGBOe65j09Fg2bXqSWbNasG7d3aSkbPegUxEREamCTCk+St6MRqJm00jUonnllVe46667XLUrr7ySSZMmaSVrESmyPXucEaeb/W7WCA2FP/6AAQPK6KLvvgvXXZe9bQwsWICvR3c6vdmJtfvWZu26d8C9PD/w+TJqRI7kP//5T655tkeMGMHEiRP1b45IKUpJ2cHWrf/H9u1vkZGRkOcxxoTRoMHlNGt2J9WqdQ5whyIiIhJoHo5EfQNYWFrva639b0nOV4jqRyFq4f3555+ceuqpZGRk3/bVvXt3Zs6c6RotJCJSGCkpcOqp8Pff7vq778LIEs1aU4CEBGjXDnbuzK5dcYUz8Srwzvx3GPXdqKxdNcJrsOWOLcSEx5RRQ1IQay3Dhw/nk08+cdXHjh3L6NGjPepKpPJKS9vPtm2vs3Xra6SnH8j3uNq1B9Gs2V3UrHmKfqEhIiJSSXkYog6x1n4TqOseiW7nlyLbtm0bQ4cOdQWoNWvW5IsvvlCAKiJFZq0zGDRngDp6dBkGqAAvv+wOUCMi4Ons2/iv7H4ldaPqZm3HpcQxYeGEMmxICmKM4Z133qFDhw6u+h133MGff/7pUVcilVdoaG1atnyM/v030br1C4SGNsjzuP37f2DJktNYsKAXO3dOxudLC3CnIiIiIoGhEFWKJDU1laFDh7J7925XffLkybRp08ajrkSkInvuOfjgA3ftlFOcjLPM7NgBL77ort1xBzRvnrUZGRrJzX1vdh3y0syXSE7XPJxeqVGjBl999RUxMdmjgTMyMrj44ovZvLm0Fu0UEX8hITE0b34P/ftvpF27cUREtMrzuISExaxefQWzZ7di8+YXSEuLDWyjIiIiImWswoaoxpgzjTFrjDHrjDH357H/MmPM0szHTGNMdy/6rGzuuusuZs6c6ao9+uijDB482KOORKQi+/xzeOghd619e6ceGlqGF37sMfCfvqVuXbjvvlyH3dz3ZqJCs0fY70jYwbsL3y3DxuRIOnbsyOTJk121PXv2cMEFF5CUlORRVyKVX3BwBE2a3MjRR//DUUd9RvXq/fM8LjV1Gxs23Mfs2c1Yt+4OkpI2BrZRERERkTJSIUNUY0ww8CYwCDgKGG6MOSrHYf8CJ1pruwFPAeMD22Xl89577/HGG2+4ameccQaPPvqoRx2JSEU2fz5ceaW7VqsWfPut81xmVqyA//zHXXv8cahRI9eh9arV48Y+N7pqY2aMISU9pQwblCM599xzeeyxx1y1BQsWMGrUKDTXu0jZMiaY+vUvolevWfTs+Td16w4hrwVvMzIS2Lr1VebMacOKFZcQFzdb/3+KiIhUUkca6Oh3XF9jTIYx5qJA9ldaKuTCUsaYY4DHrbVnZG4/AGCtfS6f42sBy621TQp6Xy0slb+///6bk08+mbS07HmuWrRowYIFC6hTp46HnYlIRbR1K/Tr59xVf1hICPzyC5x0UhlffPBg+P777O327WH58nyHvu5M2Emr11q5buN/a/BbjOozKs/jJTB8Ph9Dhgzhm2/c88y/9tpr3HrrrR51JVI1JSauY+vW/2Pnzon4fPmPCI+J6UOTJqOpV28owcERAexQRERESqKghaUyBzquBQYCW4F5wHBr7co8jvsFSAbes9Z+XsD1tLBUKWoCbPHb3ppZy89I4Ie8dhhjrjfGzDfGzE9PTy/FFiuPzZs3c8EFF7gC1MjISKZOnaoAVUSKLCEBzjnHHaACvPVWAALU335zB6gAzz9f4NwBDaMbMqq3OzB9bsZzpGaklkWHUkhBQUF88MEHuRaauvPOO/ntt9886kqkaoqKakv79m9yzDFbaNXq6XwXoYqPn8/q1SOYPbs5GzY8RHLyljyPExERkQqlH7DOWrvBWpsKfAycl8dxo4EvgN157MtL7ltdPFZRQ9S8/iLzHFJrjDkZJ0TNPdkdYK0db63tY63tExISUootVg6JiYmcf/75uRaSmjhxIr169fKoKxGpqDIy4LLLYPFid/3uu+Haa8v44unpzuJR/o4/Hs7L6993t3uOvYfw4PCs7c1xm/nv4v+WdodSRNWrV89zoakLLriAZcuWediZSNUUGlqHFi0eon//jXTo8B+ionLOtuVIS9vD5s3PMnt2K5Yvv4jY2D91q7+IiEj5FnJ4AGLm43q/fUcc6GiMaQIMAd4u5PVaZT5+KUHPpa6ihqhbgWZ+202B7TkPMsZ0A94FzrPW7gtQb5WGtZZrrrmGRYsWueoPPfQQl1xyiUddiUhFZS3cdhvkuPuac8+FMWMC0MDbb0POYO2ll8Ac+RecjWMac12v61y1Z2c8S1pGWj5nSKDktdDUwYMHOeuss9i2bZtHXYlUbcHBETRqdA19+y6na9cfqF37rHyOzGDv3i9YvPgk5s/vzvbt48nI0NRaIiIi5VD64QGImQ//dYcKM9DxVeA+a21GYS5mrd2U+ShXK8dW1BB1HtDOGNPKGBMGDANcP5YbY5oDU4ErrLVrPeixwnvuuef45JNPXLXzzjuPJ5980qOORKQie+UVePNNd617d5gyBYKDy/jie/bAI4+4a5df7kzMWkj3HXcfYcFhWdsbYzcyeenkAs6QQDn33HN5/vnnXbWtW7dy1llncfDgQY+6EhFjDHXqnEm3bt/Rr98/NG16B8HBuRfxAzh0aBlr197ArFlNWbfuLpKS1ge4WxERESmmwgx07AN8bIzZCFwEjDPGnB+Q7kpRhVxYCsAYcxZOkh2MMyHtM8aYUQDW2reNMe8CFwKbMk9Jt9b2Keg9tbBUtq+//przzz/fVevcuTOzZs1y3TYpIlIYn30GQ4e6a02awOzZ0LRpABq44QYY7/fL0uhoWLsWGjUq0tvc9N1NvDX/raztNrXasPqW1YQEaToYr1lrueWWWxg3bpyrPnDgQL777jtCC5j3VkQCJz09gV27JrNt2xskJq4o8NhatU6ncePrqVPnXIKC9P+wiIiIV46wsFQIzsJSpwLbcAY+XmqtzfMfemPMJODbghaWKq8qbIhaFhSiOpYuXcqxxx5LQkJCVq127drMmzeP1q1be9iZiFREM2bAaadBSkp2rXp1p961awAaWLAA+vZ15hM47IUX4J57ivxWm+M203ZsW9J82bfxv3/++1zR/YrS6FRK6PB8qN/kmDNixIgRTJw4EVOIqRtEJDCstcTG/sG2bW+wd+9XgC/fY0NDG9Co0TU0anQtkZH6XlRERCTQCgpRM/cXONAxx7GTUIha8SlEhe3bt3P00UezdevWrFpwcDC//PILJ598soediUhFtGYNHHMMHDiQXQsJgR9+cILVMufzwXHHwaxZ2bUOHWDpUggLy/+8Alw/7XomLJyQtd2+TntW3rSS4KCynpNACiMxMZGTTz6ZuXPnuuqPPvooTzzxhEddiUhBkpM3s337W2zfPoH09IKXMahVayCNG9+g0akiIiIBdKQQtapQiOqnqoeoCQkJnHDCCbkWknrzzTe56aabPOpKRCqqXbucAPXff931SZNgxIgANfH++7kv9sMPcOaZxX7Lfw/8S/s32pPuS8+qTblgCpd2vbTY7ymla/fu3RxzzDFs2LDBVX/nnXe4/vrr8zlLRLyWkZHMnj2fsG3bm8THzyvwWGd06tWZo1PbBKhDERGRqkkhqkMhqp+qHKJmZGRw/vnn8+2337rqN998M6+//rpugRSRIklIgFNOgXk5fgZ+4gl49NEANXHwILRv76S5h517Lnz9dYnfeuTXI3lv8XtZ2+3rtGf5jcsJDdaoqPLin3/+4ZhjjmHfvuxRbcYY3n//fS6//HIPOxORwoiPX8yOHePZtWsyGRnxBR5bq9ZAGjW6nrp1zyUoqHh3GYiIiEj+FKI6FKL6qcoh6q233srrr7/uqg0ePJivvvqKkBAtmCIihZeaCmefDb/84q5fcw28+y4E7Hcyd98NL7+cvR0eDitXQinM7bx+/3o6vNGBDJuRVXtr8FuM6jOqxO8tpWfWrFmccsopJCcnZ9WCgoL45JNPuOiiizzsTEQKKyPjELt3f8L27e8QHz+3wGNDQ+tSv/5lNGx4FTExPQLToIiISBWgENWhENVPVQ1RX3vtNW6//XZXrWfPnkyfPp3o6GhvmhKRCsnng8sug48/dtdPPx2+/RYCtkD6qlXQrRukZ99yz8MPw1NPldolrvvmOt5d9G7WdoNqDVh36zqiw/S5WZ5MmzaNCy64gHS/r4WQkBCmTp3KOeec42FnIlJUzujUCZmjUw8WeGx0dA8aNryK+vUvJSysXoA6FBERqZwUojoUovqpiiHq119/zZAhQ/D/OmjatClz5syhcePGHnYmIhWNtXDbbZBjUDu9e8Pvv0NMTAAbOeMM91DYZs1g9WqIiiq1y2yP307bsW1JSk/Kqj150pM8cuIjpXYNKR2fffYZw4YNw+fLXv07LCyMb7/9loEDB3rYmYgUhzM69dPM0alzCjzWmFDq1Dmbhg2vonbtQVqMSkREpBgUojoUovqpaiHq/PnzOfHEE0lMTMyqRUdHM2PGDLp37+5hZyJSET3zjDPY01+7djBjBtSvH8BGpkyBnHNefvopXHxxqV/qod8e4tkZz2ZtR4dFs/7W9dSvFsg/sBTGBx98wIgRI1y/NIyMjOSHH37gxBNP9LAzESmJhIQlbN8+gd27p5CeHlvgsaGh9WnQ4HIaNrya6OgugWlQRESkElCI6lCI6qcqhaj//PMPxx57LHv27MmqBQcH8+2333JmCVatFpGqacIEyLnoeaNGMHMmtGwZwEb27YNOncDvs42TT4bffiuTyVjjkuNoM7YN+5KyFy+6pe8tvH7W6wWcJV6ZMGEC1+f4Qo2Ojubnn3/mmGOO8agrESkNGRnJ7Nv3DTt3TmL//p8AX4HHR0f3pmHDEdSvP0y3+4uIiByBQlSHQlQ/VSVE3bFjB8ceeyz//vuvq/72229zww03eNSViFRUU6c6gzz97pSmRg2YPt2ZljSgrrkGJk7M3g4Ph6VLoX37Mrvkq7Nf5Y6f7sjaDgkKYdXNq2hbu22ZXVOKb+zYsdx2222uWkxMDN9++y0nnHCCR12JSGlKSdnGrl2T2bFjIklJa45wdDC1a59OgwaXUbfu+QQHV/mfD0VERHJRiOpQiOqnKoSocXFxnHjiiSxZssRVv++++xgzZoxHXYlIRfXbbzB4MKSkZNciIuDnn+H44wPczO+/wymnuGtPPZV7joFSlpKeQsc3O7IxdmNWbWjnoXxy0Sdlel0pvueff57777/fVYuIiGDq1KkMGjTIo65EpLRZazl4cA47d05k9+6Pj7gYVVBQFHXrnk+DBpdRq9ZAzZ8qIiKSSSGqQyGqn8oeoiYnJzNo0CD++OMPV33EiBFMnDgRUwa3uopI5fX333D66eA3rTLBwc7I1HPPDXAzycnOsNd//smuHXUULFoEYWFlfvkPl33IZVMvc9XmXjuXvk36lvm1pXieeOIJHn/8cVctNDSUKVOmcHEZzJ8rIt7KyEhi794v2blzEgcO/AoU/DNQaGg96tUbSoMGl1G9en99nywiIlWaQlSHQlQ/lTlEzcjIYNiwYXz++eeu+uDBg/nyyy8JDdVv2kWk8BYudKYaPZhjUM9//uPcUR9wjzwCTz/trs2YAcceG5DL+6yPPuP7sGjnoqzaSS1P4n9X/k8/eJdjL7zwAvfdd5+rFhQUxIQJE7jGky9kEQmE5OQt7No1mV27ppCYuOKIx0dEtKZBg0upX/8yqlXrGIAORUREyheFqA6FqH4qa4hqreWWW25h3Lhxrnr//v357bffiIqK8qgzEamIVqyAE0901nDy98orcMcdeZ9T5g317Alpadm1UaPgrbcC2sYv63/h9Mmnu2rfXfodZ7U7K6B9SNG89dZb3HTTTbnqr776aq65U0WkcrHWcujQUnbtmsLu3R+RkrL1iOdER/egXr2LqVdvKFFRmvtaRESqBoWoDoWofipriPrUU0/x6KOPumodO3ZkxowZ1KlTx6OuRKQiWr/emet0xw53/cknncGgAefzOQ3NnJlda9gQVq2CmjUD3s7pH5zOLxt+ydruUr8Li25YREhQSMB7kcL74IMPuPrqq8nIyHDVn3jiCR555BGNJhapAqz1ERs7nd27P2TPns9IT4894jnR0T2pV28o9etfTGRkm7JvUkRExCMKUR0KUf1UxhB1woQJXH/99a5akyZNmDlzJs2bN/eoKxGpiLZscfLKTZvc9XvugeefB09ypnfecUad+vvsM7joIg+agUU7FtFrfC9X7fVBr3NLv1s86UcK78svv2TYsGGkpqa66iNHjuStt97StDciVYjPl8K+fT+we/cU9u6dhrUpRzwnOro39esPpV69i4mMbBWALkVERAJHIapDIaqfyhiifvfdd1x88cUkJSUBULNmTWbMmEHnzp097kxEKpKdO51b+NeudddvvBHefNOjAHXrVujSBeLismtnnw3ffONRQ44rvryCyUsnZ23XCK/BmlvW0CC6gWc9SeH8/PPPnH/++Vn/Zh526qmn8vnnn1PTg9HNIuKt9PQ49uyZyq5dU4iN/R3wHfGcmJg+1Kt3OFBtWeY9ioiIlDWFqA6FqH4qY4gKMGvWLM4++2wSExP59ddfOTZAC62ISOWwa5eziNSqVe76lVfCxIkQFORBU9bCmWfCzz9n16pVg5UrweNR9tvjt9PhjQ4kpCZk1a7qcRUTz5voYVdSWH///Tdnn302sbGxrvpRRx3Fd999R8uWLT3pS0S8l5q6mz17prJnz6fExv5J4QLVvtStO4S6dYdoUSoREamwFKI6FKL6qawhKsCqVavYuHEjgwYN8roVEalA8gtQL7wQPv4YQrya6nP8eLjhBnft1VehnCwE9MqsV7jr57tctb+v+ZsBzQZ41JEUxapVqxg8eDD//vuvq16/fn2mTZtGv379POpMRMqLlJSd7N07ld27PyUubjpw5J+poqI6ZQWqMTG9Nd+yiIhUGApRHQpR/VTmEFVEpKjyC1AHD4apUyEszJu+2LABunUD/8/rE0+E//3Po2GxuaVlpNHznZ6s2LMiq9ajYQ/mXzef4KBgDzuTwtq9ezfnn38+s2bNctUjIiKYPHkyF154oUediUh5k5Kygz17vmDPnk+Ji5tBYQLV8PDm1K17PnXrDqFGjeMI0gKEIiJSjilEdShE9aMQVUTEsWsXnHKKc3e8v7POcgLU8HBv+sLnc5Ld6dOza9WqwbJl0Kp8LeTxx8Y/OPm/J7tqbwx6g5v73exRR1JUSUlJXHXVVXz66ae59j3yyCM89thjBAcrFBeRbCkp29iz5wt27/6Ugwf/LtQ5oaF1qVPnXOrWHUKtWqcRHBxRxl2KiIgUjUJUh0JUPwpRRURg924np8wZoA4a5ASoEV7+bPfqq3DHHe7aO+/A9dd70s6RXPrFpXy0/KOs7RrhNVg7ei31q9X3sCspCp/Px8MPP8xzzz2Xa98ZZ5zBlClTqFOnjgediUh5l5Kyjb17v2bv3i+Jjf0Da9OPeE5wcDS1ap1OnTrnUKfOWYSF6d8LERHxnkJUh0JUPwpRRaSq273bGYG6YoW7fuaZ8OWXHgeoq1dDz56QnJxdO+MM+OEHKKfzyuW1yNTVPa7mvfPe87ArKY733nuPG264gfR0dwjSokULvvjiC3r37u1RZyJSEaSlHWDfvm/Zu/dL9u//EZ8vqRBnGapX70+dOmdTp845VKvWRfOoioiIJxSiOhSi+lGIKiJV2fbtcOqpTlbpr1wEqOnpcOyxMHdudq1GDVi+HJo29a6vQnh55svc/cvdrtrMa2ZyTLNjPOpIimv69OkMHTqUXbt2uerh4eGMGzeOa665xqPORKQiychIZP/+n9i790v27ZtGenpsoc6LiGiZFajWrHkiQUFeza0jIiJVjUJUh0JUPwpRRaSq2rTJCVDXr3fXzzgDvvrK4wAV4Nln4aGH3LX334crrvCmnyJIy0ijxzs9WLkne34ELTJVcW3fvp2LL76YmTNn5tp37bXXMnbsWCIjIz3oTEQqIp8vjdjYP9m790v27v2S1NQdhTpPt/2LiEggKUR1KET1oxBVRKqif/5xAtQtW9z100+Hr78uBwHq4sXQrx+kpWXXzj/fmaC1gtzW+Pu/v3PK+6e4ai8OfJG7B9ydzxlSnqWmpnLPPfcwduzYXPs6d+7Mhx9+SLdu3TzoTEQqMmt9xMcvZN++aezb9y0JCQsLeaYhJqY3tWsPonbtM6le/WiM0S/pRESk9ChEdShE9aMQVUSqmhUr4LTTYOdOd/3cc+GTT8pBgJqQAL17w9q12bW6dZ3b+Bs08K6vYhj+xXA+Xv5x1nZ4cDiLRy2mY92OHnYlJfHhhx9y3XXXkZiY6KqHhYUxZswYbrvtNoKCgjzqTkQqupSUbZnzqE4jNvY3fL7kI58EhITUyhylOohatc4gPLxhGXcqIiKVnUJUh0JUPwpRRaQqWbjQGW26b5+7fskl8MEHEBrqTV8uV10F//2vu/bZZ3DRRZ60UxI7E3Zy1JtHcSD5QFbtmKbH8NfVf+m2/gps2bJlXHDBBaxbty7XvoEDBzJp0iQaN27sQWciUplkZBziwIHfskappqbuPPJJmaKje/qNUj2GoKCQMuxUREQqI4WoDoWofhSiikhVMWsWDBoEcXHu+tVXw4QJEFweMr0PPoArr3TXrr3WabCCmrJ0Cpd/ebmr9tLAl7hrwF0edSSl4eDBg4wePZr3338/1746deowYcIEhgwZ4kFnIlIZObf9L2Dfvm+LeNs/BAfXoHbtgdSq5TwiI1uVYaciIlJZKER1KET1oxBVRKqCH36ACy+EpCR3/eabYexYKBd3H69dC716gf9ncqdOMH8+REV511cJWWs5/5Pz+WbNN1m1iJAIFt+wmA51O3jYmZSGTz75hFGjRhEbG5tr34gRI3jllVeoXbt24BsTkUotNXUX+/f/xP79P7B//8+kp+8v9LkREW2yQtWaNU8hNLRm2TUqIiIVlkJUh0JUPwpRRaSymzzZGW2anu6u33svjBlTTtZpSkmBY46BRYuyaxERMHcudO3qXV+lZEf8Do4adxSxybFZtQHNBjD9qum6rb8S2LJlC1dccQV//vlnrn3169fn9ddf5+KLL8aUi//ZRKSysTaDgwfnZQaqPxAfPx8o7M97QcTE9KV27dOpVWsg1av3JyioPMztIyIiXlOI6lCI6kchqohUZq+8Anflcdf4E0/AI4+UkwAV4Pbb4bXX3LW334YbbvCknbLwwZIPuPIr91QFL5/+Mncec6dHHUlpysjI4KWXXuLhhx8mPedvLIBzzjmHcePG0bRpUw+6E5GqJDV1DwcO/My+fT9w4MBPpKXtLfS5wcHR1Kx5Uuat/6cRFdVJvwASEamiFKI6FKL6UYgqIpWRtXDfffDii+66MfDGG3DTTd70ladp0+Dcc921iy6CTz8tRylvyVlrOe/j85i2dlpWLSIkgiWjltC+TnsPO5PStGDBAq666iqWL1+ea19MTAwvvPAC119/PUHlYg4NEansrM0gPn4BBw78wv79v3Dw4EysTSv0+aGhDTJD1VOoWfNkIiPbKlQVEakiFKI6FKL6UYgqIpVNejpcdx1MmuSuh4Y6t/YPHepJW3nbuhV69IB9+7JrLVrA4sVQs6ZHTZWd7fHb6Tyus+u2/mObHcufV/2p2/orkdTUVMaMGcPTTz9NWlrusGLAgAGMHTuW3r17e9CdiFRl6ekJxMVNzwpVExNXFOn88PCm1Kx5MjVrnkKtWicTEdGijDoVERGvKUR1KET1oxBVRCqThAQYPhy+/dZdj46Gr76CU0/1pK28paTASSfB7NnZteBgmDED+vf3rK2y9v6S9xnx1QhXbcypY7jvuPs86kjKysqVK7n22muZNWtWrn3GGEaOHMkzzzxD/fr1PehORARSUrZz4MCvHDjwCwcO/Epq6s4inR8R0ZqaNU/OGqkaHt6ojDoVEZFAU4jqUIjqRyGqiFQWO3bA2WfDwoXuer168MMPUO4Gvd1wA4wf766NGePMQ1CJWWs59+Nz+XZtdtIdbIKZfvV0BjQb4GFnUhZ8Ph/jxo3jgQceICEhIdf+GjVq8Pjjj3PzzTcTGqrFXETEO9ZaDh1anhmo/kZc3HQyMnJ/bhUkMrIdNWqcQM2aJ1CjxglERrYsm2ZFRKTMKUR1KET1oxBVRCqDZctg8GDYssVdb9kSfv4Z2rXzpK38TZgA11/vrp15Jnz3HVSBuSK3x2+n61td2Z+0P6vWvEZzFt2wiNqRtT3sTMrK5s2bueWWW5g2bVqe+zt16sSrr77K6aefHuDORETy5vOlER+/gNjY34mN/R9xcX/j8yUV6T3Cw5tnBao1a55AZGR7zakqIlJBKER1KET1oxBVRCq6n3921mGKj3fXe/SA77+HRuXtzrrZs+HEEyE1NbvWujXMnw+1annXV4BNWzONcz92L6h1fsfzmTp0qn7ArMR+/PFHbr/9dtasWZPn/lNOOYXnnnuOfv36BbgzEZGC+XwpHDw4h9jY3zlw4H8cPDgba1OPfKKf0ND6maHqidSseQLVqnXBmMr/y1MRkYpIIapDIaofhagiUpG9+y6MGgUZGe76WWfBxx9DTIw3feVr505nXoHt27NrUVFOsNq1q3d9eeSun+7ildmvuGpjzxzL6KNHe9SRBEJqaipvvPEGjz/+OPE5f/uR6YILLuDpp5+mU6dOAe5ORKRwMjISiYubmTlS9Xfi4+dhbXqR3iM4uAbVq/enRo1jqVFjADEx/QgJKW/fvIiIVE0KUR0KUf0oRBWRisjng4cecqYQzemmm+C11yAkJPB9FSg11VnZasYMd/2TT2DoUG968lhqRirHvXcc87bPy6qFBYcx85qZ9G5c3iaxldK2a9cuHnzwQd5777089wcFBTFixAgef/xxmjdvHuDuRESKJiPjEAcPziY2djpxcdM5eHA2Pl9yEd8liOjo7lSvPoAaNQZQo8axhIc31x0aIiIeUIjqUIjqRyGqiFQ08fFwxRXw9dfuujHw0ktwxx3O63LnllvgzTfdtXvugRde8KafcmLDgQ30fKcnB1MOZtXa1GrDwhsWUj28uoedSaDMnz+fBx54gF9//TXP/aGhoVx11VXcd999tGnTJsDdiYgUj3P7/zzi4qYTGzudgwf/LvJCVQBhYY2pUWMA1as7o1Wjo3sSFKSF+EREyppCVIdCVD8KUUWkItmwAc49F1ascNcjI2HKFBgyxJu+jmjiRLjmGnfttNPghx/K4ZDZwPtsxWcM/dw9GveSzpfw0YUfafRNFfLbb7/xwAMPMG/evDz3BwUFMXz4cB544AE6d+4c4O5ERErG50snIWFRVqgaFzeD9PT9Rz4xh6CgSGJi+voFq8cQGlqnDDoWEanaFKI6FKL6UYgqIhXF//4HF18M+3P8vFG/PkybBuV2HZrff4czzoC0tOxay5bOQlJ19EPPYTd9dxNvzX/LVXtr8FuM6jPKo47EC9ZavvzySx5++GFWrVqV73FDhgzhwQcfpE+fPgHsTkSk9FhrSUxcw8GDM4mL+5uDB2eSmLi6WO8VGdmB6tWPpnr1o4mJ6Ud0dDeCgsJKuWMRkapFIapDIaofhagiUt5Z69wFf/vtuReQ6tkTvvoKyu10iStXwoABEBeXXYuMhJkzoUcPz9oqj5LTkzn63aNZumtpVi0kKIRfr/iVE1ue6GFn4oX09HQ++OADnn76aTZs2JDvcSeeeCK33XYb5557LsHBwQHsUESk9KWl7SMublZWsBofP7cY86qCMWFER/fMDFb7ERPTj8jItrq7Q0SkCBSiOhSi+lGIKiLlWWqqM5XohAm59w0d6twlHxUV+L4KZedO6N8fNm1y1z/+GC65xJueyrk1e9fQe3xvDqVl/7tUJ7IOc6+bS+tarT3sTLySnp7Oxx9/zHPPPcfKlSvzPa5ly5aMHj2akSNHUqNGjQB2KCJSdny+VBISlmSNVI2L+5vU1O3Feq+QkFrExPTLClWrV+9HWFj9Uu5YRKTyUIjqUIjqRyGqiJRXW7Y4t+/PmZN73zPPwAMPlNMFpAAOHYKTTnJu2fc3Zgzcd58nLVUUX6z8gos+u8hV61yvMzNHztRCU1WYz+fjq6++4plnnmHhwoX5HletWjWuvvpqbrrpJjp16hTADkVEyp61lpSUzcTFZU8BkJCwBPAV6/0iIlpmBqrONAAxMb0IDi6vv50WEQkshagOhah+FKKKSHn0yy8wfDjs2+euR0c7C0ide643fRVKRgZccAF88427fv318Pbb5Tj5LT+e+vMpHv3jUVft7PZn89UlXxEcpFu2qzJrLT///DNjxozhjz/+KPDYY489luuuu46LL76YqHI7ZF1EpGTS0+OJj19AfPxcDh6cQ3z8XFJSthbz3YKpVq0LMTG9iInpTXR0L6KjuytYFZEqSSGqQyGqH4WoIlKe+HzOKNPHHnPmQvXXurWTS5b7Rblvuw3GjnXXzjzTWf0qJMSbnioYay3DvxjOJys+cdXvHXAvzw983qOupLxZsmQJY8eOZcqUKaSkpOR7XI0aNbjsssu47rrr6KG5iEWkCkhJ2U58/DwOHpzDwYNziY+fR0bGwWK+WxBRUZ2IielNTEwvoqN7Ex3dg5CQ6FLtWUSkvFGI6lCI6kchqoiUF/v3w+WXww8/5N43eDC8/z7Urh34vorktdecFbD8de8Of/0FMTGetFRRJaYlcsLEE1iwY4GrPum8SYzoMcKjrqQ82rNnD++88w5vvvkmO3fuLPDYnj17ctlllzF8+HAaN24coA5FRLxlrY/ExDWZo1XnEh8/l4SExVibXsx3NERFdSA6OnvEakxMT0JCNCe1iFQeClEdClH9KEQVkfJg/ny46KLcazAFBcFTT8H99zuvy7X334cROcK9Jk1g9mxo2tSbniq4bQe30XdCX3Yk7MiqhQWH8fuI3xnQbICHnUl5lJqayueff8748eP5888/CzzWGMMpp5zC5ZdfzgUXXED16ppvV0SqloyMZBISFrumAUhKWlei94yMbEt0dG+/6QB6EBpap5Q6FhEJLIWoDoWofhSiioiXfD74v/9zFolKS3Pvq1sXPvoITjvNm96KZOpUZxUsn9/CDjExMGMGdOvmXV+VwNxtczlx0okkpydn1epE1uGvq/+iUz0tHCR5W7t2Le+++y6TJk1iz549BR4bERHB2WefzYUXXsjgwYOJ0ahxEami0tL2Ex+/kISEhcTHLyAhYWGJg9Xw8KZUq9ad6OjsR2RkW4zRHOciUr4pRHUoRPWjEFVEvLJrlzNw86efcu/r3x8++6yCDOD88UdnpSv/FDg0FL79Fk4/3bu+KpGPln3EpVMvddWaxDTh72v+pkXNFh51JRVBamoq33zzDRMmTOCXX37hSN8DhoeHc/rpp3PhhRdyzjnnULvczyEiIlK20tJiSUhYlBWsxscvJClpLVD8n6mDgqKoVq0L0dE9soLVatW6ERKiX2KJSPmhENWhENWPQlQR8cLPP8OVVzpBak6jR8NLL0FYWOD7KrLp051Fo5KSsmtBQfDpp3Dhhd71VQk9+vujPDX9KVetXe12/HX1XzSIbuBRV1KRbN++nY8//pgpU6awcOHCIx4fEhLCSSedxNlnn83gwYNp27ZtALoUESn/0tPjM6cCWJAVriYmrgZ8Rzy3IBERrTND1R6ZwWp3IiJaYIwpncZFRIpAIapDIaofhagiEkipqfDII/DCC7n31aoF//kPDBkS+L6KZd48OPVUiI931ydNyj03qpSYtZZR345i/MLxrnqPhj34fcTv1Iyo6U1jUiGtWrWKKVOmMGXKFDZu3Fioc9q3b8/gwYMZPHgwxx9/PGEV4jc9IiKBkZFxiISEJa7pABITV2Ft2pFPLkBwcA2io7tRrVpXqlXrkvUIDa1VSp2LiORNIapDIaofhagiEiirVjmjT+fPz73vuONgyhRo3jzwfRXL8uVw4omwf7+7/uabcNNN3vRUBWT4Mrh06qV8uuJTV/245sfx0+U/ERUa5VFnUlFZa5k7dy5ffPEFX3zxBRs2bCjUeTExMZx00kmcdtppnHbaaXTq1EkjpUREcvD5UklMXEVCwpKsx6FDS0hL21vi9w4La+wXqh4OWDsRHFzl8w4RKSUKUR0KUf0oRBWRsubzwWuvOYtHpaS49wUFOSNTH34YQkK86a/IVq6EU07JPRfBmDFw333e9FSFpGakct7H5/Hjuh9d9UFtB/HVsK8IC9boQCkeay1Llixh6tSpfPHFF6xcubLQ5zZq1IhTTz2V0047jZNOOokWLTRXr4hIXqy1pKbuICFhsStYTUxcS0mnAwBDRERr14jVatW6EBXVnqAgfX8gIkWjENWhENWPQlQRKUsbN8LVV8Mff+Te17SpM/r0hBMC3VUJLF4MAwfC3hwjKB56CJ5+2pOWqqLEtERO/+B0/t7yt6t+SedLmHzBZEKCKkoiL+XZmjVr+O677/juu++YPn066enphT63efPmHH/88Zxwwgkcf/zxdOzYUSNVRUQKkJGRyKFDK7JCVSdkXUpGxsESv7cxIURGdsgMVTtTrdpRREV1IjKyrcJVEcmXQlSHQlQ/ClFFpCxYC++9B3fckXvKUHDWXHrnHahTJ/C9FducOc4iUrGx7vqtt8Krr4ICkoCKTY7lpEknsWTXElf9wk4X8uGFH2pEqpSqgwcP8ssvv/Ddd9/x/fffsyuvVfEKUK9ePQYMGMDRRx9N//796dOnDzExWoVaRKQg1lqSkzdy6NAyDh1anvVITFxd4rlWwQlXIyLaZIWqUVGdqFatE1FRHTUtgIgoRM2kENWPQlQRKW1bt8KNN8K33+beV7MmvPEGXHppBcscp0+HwYMhIcFdv+kmeP11Z14CCbhdCbs4buJxrNu/zlU/q91ZfH7x50SGRnrUmVRmPp+P5cuX8+uvv/Lrr78yffp0ivq9VFBQEJ07d+boo4+mX79+9O7dmy5dumixKhGRQvD50khK+scVrB46tIykpPVA6fysHx7eIjNQPcovXO1EaGjtUnl/ESn/FKI6FKL6UYgqIqXF54Px4+Hee/MefTpwoDM6tWnTwPdWIr/8AuedB0lJ7vpdd8GLL1awNLjy2Ri7kZP/ezIbYze66qe0OoWvh31NdFi0N41JlZGamsqcOXP45Zdf+PPPP5kzZw4pOSeALoTQ0FC6du1K79696dWrFz179qRz585ER+trWESkMDIyEklMXJUjXF1OSsrWUrtGaGiDrEA1KqojUVEdiIzsQEREM4wJLrXriIj3FKI6FKL6UYgqIqVhzRq47jr466/c+6Ki4KWXYNSoCpg3TpsGF10Eqanu+iOPwBNPVMA/UOW0JW4Lp31wGmv3rXXVBzQbwHeXfkfNiJreNCZVUnJyMvPnz2f69On89ddf/P3338Tn9ZulQmrZsiWdO3emc+fOdOnShc6dO9OpUyciIzXSWkSkMNLSYklMXEFCwjISE1dlBq0rSU3dVmrXMCacqKh2REZ2ICqqA1FR7bNeh4bWKrXriEjgKER1KET1oxBVREoiLc0ZjPnkk5DXwKsBA+C//4W2bQPfW4lNnuysipVzMZlnn4UHHvCmJ8nXzoSdDPxgIMt3L3fVezXqxU+X/0TdqLoedSZVXXp6OsuWLWPOnDnMnj2bOXPmsHr16hK9pzGG1q1bZ4Wqhx/t2rUjKiqqlDoXEanc0tMPkpi4mkOHVmaFq4mJq0hK2gD4Su06oaH1iIxsnxmudsgcvdqeyMg2WthKpBxTiOpQiOpHIaqIFNesWc7cp0uW5N4XHQ3PPedMGVrhpgu1Fp55xhltmtOrr8JttwW8JSmcfYn7OGPyGSzYscBV71yvMz9c9gPNajTzqDMRtwMHDjBv3jxmz57NwoULWbBgAVu3ls7tpo0bN6Zt27a0adMm13PNmjVL5RoiIpVZRkYySUlrs0asZgesa7E29chvUGjBREa2yhyx2o7IyLZZj/DwFgQFhZTitUSkqBSiOhSi+lGIKiJFtWcP3H+/M79pXgYNgrffhubNA9tXqUhLc5Lh//zHXTfG+UNdf703fUmhxSXHcdaHZzFzy0xXvWF0Q6YNn0afxn086kykYLt372bRokVZoeqyZctYt24dPl/pjYaqXbu2K1ht3bo1zZo1o1mzZjRt2lSjWEVECuDzpZOcvCEzXF1FUtIaEhPXkJi4lvT0faV6LWNCiIho6QpWDz8iIlppBKtIAChEdShE9aMQVUQKKyMD3n3XuZP9wIHc++vUgddeg0svraBThR48CEOHwk8/uethYc6cBMOGedOXFNmh1EOc+/G5/O/f/7nqkSGRTL5gMhd0usCjzkSKJjk5mdWrV7NixQqWL1/OihUrWLFiBRs2bCiT69WpUycrVPUPV/1fh4XpB3cRkZzS0vZlBarZ4eoakpLWlfLoVYAgIiKa5xOwtiY4WHNmi5QGhagOhah+FKKKSGHMm+fcmj9/ft77L7sM/u//oF69wPZVarZtg8GDc89NUKsWfPUVnHCCJ21J8SWnJzP8i+F8tfqrXPueP+157hlwD6ZCpv0icOjQIVatWuUKV1euXMmWLVtKdeRqXurWrUuDBg1o2LBh1nNer+vWrUtwsFaqFpGqzdoMkpM3+YWqa7Nel+bCVv7Cw5tmhqr+UwS0ISKiNSEhMWVyTZHKSCGqQyGqH4WoIlKQnTvh4YedW/fz+ujs1AnefBNOPjnwvZWaJUvg7LMh53yELVvCDz9Ax46etCUl57M+7v/1fl6c+WKufSN7jmTc4HGEBWtUnVQeqampbNy4kXXr1rF+/XrWr1+f9XrDhg2kppb2aKj8BQUFUb9+ferXr0+dOnWoW7cuderUyfd13bp1qV69un65ISJVRnp6AklJ/5CUtJakpHWuR2rqzjK5ZkhIHSIjWxMR0YqIiFau1xERzTVNgIgfhagOhah+FKKKSF6SkuCVV5zFofL6iKhWDR59FG6/3bnbvcL66CMYOdL5A/vr0we+/RYaNPCmLylVExZM4KbvbyLdl+6qn9zyZD67+DPqRNXxqDORwMnIyGDbtm2uYHXTpk1s2bKFLVu2sG3bNjIyMjztMSQkhNq1a1OrVi1q1KhBzZo1sx4FbVevXp3o6Giio6MJDQ319M8gIlIa0tMTSE5enytcTUpaR0pK6SxEmFsQ4eFNM8PVVkREtHa9DgtrqF90SZWiENWhENWPQlQR8Wetkyvefz9s2ZL3MRdfDC+/DM0q8kLnaWlw333OHAQ5nXOO85dQrcr/e1mp/LbhNy789ELiUuJc9WbVm/HJRZ9wTLNjPOpMpHzIyMhg586dWaFqXo+dO3dS3r+PDg8PzwpUY2Jisl4XdjsyMjLPR0REBEFBQV7/8UREyMhIIjl5gytYTUz8JzNg3QyUzed0UFAEEREtc4SrTsAaGdmKkJAaZXJdEa8oRHUoRPWjEFVEDpsxA+6+G+bMyXt/x47OwlGnnx7Yvkrd7t3OAlJ//pl73y23wKuvgubxq5RW7VnF2R+dzYYD7kV5QoJCGHPqGO485k6NsBApQFpaGnv27GHXrl3s3LmTnTt35vs6NjbW63ZLXXh4eL4ha16PsLAwwsPDCQsLy3r4b+f3ujDHBQcH6/NKRHLx+VJISvo31+jV5OT1JCdvwtq0Mrt2SEgtIiJaEB7egoiI7Ed4eHMiIloQGlpPn1tSoShEdShE9aMQVUQWL4aHHoLvv897f5068MQTcP31UOHvkpw7Fy68MPf8p+HhMG4cXHONN31JwOxN3MuQT4YwY/OMXPvOaX8Ok86fRO3I2h50JlK5JCcns3v3bvbs2cO+ffvYt28fe/fuzfP14W19T1p4xhjCwsIICQnx5BEcHExwcDBBQUFZj/KwbYwp80dQUFCxzxXxkrUZpKRsIzn5X5KS/iU5eYPrdWrqjjK9flBQZFagGhHRPFfYGhbWhKCgkDLtQaQojhSiGmPOBF4DgoF3rbVjcuy/DLgvczMBuNFam2Ml4/JPIaofhagiVde6dfDII/Dxx3nvDw2F0aOdhaVq1Qpsb6XOWhg/Hm69FXIurNKsGXzxBfTt601vEnBpGWk88NsDvDzr5Vz7WtRowScXfcLRTY/2oDORqi0lJYV9+/YRFxdHbGwssbGxrtd5bcfGxhIfH09CQgLx8fH4fD6v/xgiBSppeJvzvfJ6XVH2lde+jrSvvCm9/iw+XyrWpub5DGX/+RoUFIoxoRgTRlBQWOZzaNYzlM20KlXnv3HZWLRokdctlImCQlRjTDCwFhgIbAXmAcOttSv9jhkArLLWHjDGDAIet9ZWuB8yFKL6UYgqUvVs2wZPPQXvvgv5rSEyZAg8/zy0axfY3srEvn1w7bXw1Ve59518spMi168f8LbEe9+s+YYRX40gNjnWVQ8NCuWpk5/irgF3EaIRESIVhrWW5ORkEhISskLVw69zbue3LykpKc9HcnKy1388ERGRcqmyZmxHCFGPwQlFz8jcfgDAWvtcPsfXApZba5uUVb9lRSGqH4WoIlXHli1OMPruu5CSkvcxxx4Lzz0Hxx8f2N7KzG+/wZVXwvbtuffddReMGQMhCsmqso2xG7nk80uYu21urn39mvRj0nmT6FSvkwediUh54vP5SElJyTdkzeuRlpZGSkoKqamppKamluprjbgVEZHyorJmbMaYVGCZX2m8tXZ85r6LgDOttddmbl8BHG2tvSWf97ob6Hj4+IpEIaofhagild/GjU5W+N57zqL0eenWDZ59Fs46C8r53SKFk5rqzEPw0kvOrfz+qlVzkuRhw7zpTcqd1IxU7vvlPl6d82qufeHB4Txx0hMalSoi5UpGRgapqamkp6eTnp5ORkZG1utAPXw+Hz6fj4yMjKzX+dUCsZ2RkYG1NiAPn89XpONFRCqzyvo5d4SRqBcDZ+QIUftZa0fncezJwDjgOGvtvrLsuSwoRPWjEFWk8tqwwQlG//tfSE/P+5g2bZxb+y+5BILKZoqhwFuzBi69FBYuzL2vb1/48ENo2zbwfUm59+WqL7lu2nXsS8r9vY1GpYqISEmURnCb8/3yel2e9pXXvkqyr7wp7/1B4XvMyEgmNXUnqanbSUnZQWpq9sPZ3kUg5mU9LCSkFqGh9QgNrU9YWH3CwuoREuI8h4XVJzS0PiEhNct8vtLy/t/YWkuvXr28bqNMlMbt/MaYbsCXwCBr7doybrlMKET1oxBVpPJZsABefBE++wzyu9uveXN48EFnMfrQ0MD2V2bS0+Hll+HxxyHn3HXGwAMPOPsqzR9YysKuhF3c+N2NfLn6y1z7woPDeeSER7h7wN2Eh4R70J2IiIhI1eTzpWcGqltJSdmS+dhKcvKWrFpq6g4gcHmPMWGEhzcmLKwJ4eGNCQ9vkufr4OCogPUkpecIIWoIzsJSpwLbcBaWutRau8LvmObA/4ArrbUzA9BymVCI6kchqkjlYC38/DO88AL873/5H9eqlROeXnklhIUFrr8yt2gRjBzpPOfUtClMngwnnhj4vqRCstby8fKPueWHW9iftD/X/ja12vDama8xuP1gD7oTERERkbz4fGmZQat/wLrFFbw6I1oDmwmFhNTMDFSbZIaujQkLa0R4eCPCwhoRFtaQsLBGBAdHBrQvKVhBIWrm/rOAV4Fg4D1r7TPGmFEA1tq3jTHvAhcCmzJPSbfW9injtkudQlQ/ClFFKrbUVPjkE2fqz6VL8z+ubVt46CG47LJKNhAzKQmeeML5C8jIyL3/ootg/HioVSvwvUmFV9CoVIDB7Qbz6pmv0ra2pocQERERqQh8vlRSUrbnGtGakrKF5OQtpKZu8yRoBQgOrkFYWMNc4erh14frISG1ynwaATlyiFpVKET1oxBVpGLasQPeecd57NyZ/3GdO8N998Hw4ZVwEfo//4TrroN//sm9r3ZtePVVuPzySrJSlnjl8KjU0T+MznOu1LDgMO4+5m4ePP5BqoVV+e+xRERERCo8Z0TrLlJTt5GS4jycuVrdrzMy4j3pz5iwrIDVCVbdYevhemhofYKCKtMImsBSiOpQiOpHIapIxWEtzJ4Nr7/uzHea32JRACedBPfcA4MGVcIMccsWJxn+6KO8919yCYwdC/XrB7YvqdT2J+3nkf89wtsL3sZnc0823Ci6EY+c8Agje40kLLgyzZUhIiIiInlJT4/PM1z1305N3YG1BfzgVqYMoaF1c4xqbZj5aJD1CA1tQGhobYypLCsNlw6FqA6FqH4UooqUfwkJzi37b73lLBqVn6AguPBCJzzt2zdw/QVMUpKzYtaYMc7rnJo0cf6Szjkn8L1JlbF452JG/zCaGZtn5Lm/Vc1WPH7S41zW9TKCg4ID3J2IiIiIlCfW+khN3Z0jbN2R+diZOYfrDtLSdnkYtgIEExZWPytUzRmyurfrYkzl/z5XIapDIaofhagi5deCBTBhAnz4IcQXcKdITAxcdRXcdhu0aROw9gLHWvj8cycd3rQp72NGjXLC1Ro1AtubVEnWWj5c9iH3/HIPOxJ25HnMUfWO4qmTn2JIxyGas0pERERECmStj7S0fbnC1cOv/esZGQkedxuUOcLVGdHaseN/CQ9v5HFPpU8hqkMhqh+FqCLlS1ycc5f6+PF5LzTvr0MHuOUWuPJKqF49MP0F3Jw5zq37f/6Z9/4ePZxb948/PqBtiQDEp8Tz7F/P8uqcV0lOT87zmF6NenH/sfdzQacLNDJVREREREosPT0hz3A1Z+ialraXQCyQdeyx+wkNrXwL+SpEdShE9aMQVcR76enwyy/w/vvw1VeQnHcWAzjzm551FoweDQMHOrfwV0pLl8LDD8O0aXnvr1sXnnkGRo6EYAVT4q3t8dt5ZvozjF84nnRf3rdhtanVhrsH3M2I7iOIDI0McIciIiIiUtX4fGmkpe3OEa7uJDV1F2lpuzIXz3IeGRlxxbqGMWGccEJypbzzSiGqQyGqH4WoIt5ZssQJTqdMgV27Cj62YUO4+mq49lpo3Tow/XlizRp47DFnEti8hIQ4CfKjj0LNmgFtTeRINhzYwBN/PsHkpZPzXHwKoH61+tza71Zu6nsTtSIr32/sRURERKTiychIzhWs5rednn4g67zw8KYcc8wWDzsvOwpRHQpR/ShEFQmsdeucfPCTT2DZsoKPNQbOPBOuuw7OPhtCQwPToyfWr4dnn4VJk8CXd/jEGWfA//0fdOoU0NZEimrlnpU8+vujfLHqi3yPqRZajcu6XsaNfW+kR8MegWtORERERKQEfL6UzMWyduHzJVGzZuWcWk0hqkMhqh+FqCJlb+NG+PRTJzhduPDIx7ds6cxzes010KJFWXfnsUWL4Pnn4bPP8g9P+/d3bt0/5ZTA9iZSQqv2rOLFmS8yeelk0nxp+R7Xv2l/buxzIxcfdbFu9RcRERERKQcUojoUovpRiCpSNtasceY3/fJLZ22kI4mJgaFDnfD0uOMq8VynANbC//7nhKe//JL/cd26OeHp4MHOsFyRCmrbwW28OvtV3lnwDvGp8fkeVzuyNld1v4prel5D5/qdA9ihiIiIiIj4U4jqUIjqRyGqSOmwFubPzw5OV6068jlBQc7iUCNGwHnnQVRUmbfprdRU+OILeOUV5y8rP+3bw5NPwsUXV/I0Waqa2ORY3pn/DmPnjmV7/PYCj+3ZsCdXdLuC4V2H0zC6YYA6FBERERERUIh6mEJUPwpRRYrv0CH47Tf4/nv47jvYuvXI5xgDJ57ojDq98EKoX7/s+/Tc5s0wfjxMmAC7d+d/XJcucO+9MHy4s4CUSCWVlpHGtLXTeGv+W/y64dcCjw0yQQxsPZDLu13O+R3PJzosOkBdioiIiIhUXQpRHQpR/ShEFSma9eudwPT77+GPPyAlpXDnHXssXHIJXHQRNGpUpi2WDz6fkzCPGwfffJP/fKcAxx8P990HZ52l2/alylm7by3vzH+HiYsnciD5QIHHhgeHc0bbM7ig4wWc0+EcakfWDlCXIiIiIiJVi0JUh0JUPwpRRQp24IAzfeevvzrTd65fX7jzQkLgpJNgyBA491xo2rRM2yw/Nm6E9993Hkf6yzr3XCc8HTAgIK2JlGdJaUl8vvJz3l/6Pr9t+A1Lwd+rhASFcHLLk7mg0wWc2+FcGsc0DlCnIiIiIiKVn0JUh0JUPwpRRdySkmDWLCc4/eUXZ+rOggZR+ouKgjPPdILTwYOhVq2y7bXciI935jqdNAn+/LPgY2NinElgb7oJOnUKSHsiFc22g9v4aPlHfLD0A5buWlqoc7o36M6gtoMY1G4QxzQ9htDg0DLuUkRERESk8lKI6lCI6kchqlR1hw7BzJlO9vfnnzB3rrP+UWG1auUEpoMHO3OdRkaWXa/lSnIy/PwzfPYZTJ0KiYkFH9+1K9x8M1x2GURrTkeRwlq6aymTl07ms5WfsTF2Y6HOqR5enYGtB3JGmzM4udXJtKnVBqOpMkRERERECk0hqkMhqh+FqFKVWOuscTR7dvZj/nxITy/8e4SGwnHHZQenHTpUoWk8k5Lgp5+c4HTaNGcEakHCwuCCC5zw9Nhjq9BflEjps9ayeOdipq6aytTVU1m5Z2Whz21avSkntzyZk1qexMktT6ZlzZYKVUVERERECqAQ1aEQ1Y9CVKnMDh1yQlL/0HTnzqK/T9euMHAgnHYanHACVKtKH6P79sGPP8K33zqPhIQjn9O/v3PL/iWXVKE5DUQCa/Xe1Xy56ku+XvM1c7fNPeIcqv6a12jOgGYDGNB0AAOaDaBbg266/V9ERERExI9CVIdCVD8KUaWy8Plg3Tp3YLp0KWRkFP29WrVybs0/9VQnOG3YsPT7LbeshWXL4LvvnMesWYWbFLZpU7jiCic87dCh7PsUkSx7E/fy8/qf+WHdD/y07if2JO4p0vmRIZH0a9KPY5oeQ98mfendqDfNazTXaFURERERqbIUojoUovpRiCoV0aFDsHw5LF4MS5Y4z8uWFW6QZF7atIGTTnKC0xNPhObNS7HZimDHDmclrd9+g19/hS1bCndew4Zw4YVw0UVw/PEQHFy2fYrIEfmsj4U7FvLjuh/5Y+Mf/L3lb5LTk4v8PnWj6tK7UW/n0bg3PRv2pEXNFgSZoDLoWkRERESkfFGI6lCI6kchqpRn1jr5nn9YumQJrF3r7CuOyEjo08e54/zwo3Hj0uy6Ati3D/76ywlNf/sNVq0q/LmNGzvB6cUXw4ABCk5FyrmU9BTmbJvDHxv/4PeNvzNryyxSMlKK9V7RYdF0rd+VrvW70q1BN7o26EqX+l2oHVm7lLsWEREREfGWQlSHQlQ/ClGlPPD5YOtWWL3a/Vi2DPbuLdl7t2vnDky7dnUWh6oyrHXmOfj77+xHUUJTgG7dnFW0zj7b+UsM0kg0kYoqOT2ZhTsWMmvLLGZuncnMLTPZmVCMyaL91ImsQ4e6HWhfpz0d6mQ/t63dlvCQ8FLqXEREREQkcBSiOhSi+lGIKoGUlAT//JM7LF2zBhITS/7+tWpB795wzDFO1tevH9StW/L3rVD27oUFC2DePOcxezbs3l2094iMdCaEPftsOOssaNasbHoVEc9Za9kUt4mZW2Yyd9tcFuxYwMIdC0lMK/mHcpAJokWNFk7AWrt9VtDasmZLmlVvpoBVRERERMothagOhah+FKJKabLWuVN8wwbn8e+/2c/r18OmTcW/DT+ntm2he3fo0SP7uWlTqDLroBye62DpUmeOgwULYP585y+7qIKCoG9fJzg95RTnNv3IyNLvWUQqhAxfBmv2rWHB9gVZoeqy3cuITY4ttWsYDA2jG9KiZgta1Mh81GxBy5ots15Hh0WX2vVERERERIpCIapDIaofhahSFNZCXJxz6/2mTbmD0g0bir+4U34iI527yf0D065dISamdK9TrsXFOUN2V650QtPDj+LOdRAU5PwlnnSSE5qeeCLUqFGqLYtI5WKtZVv8NpbuWsqyXctYutt5XrtvbbHnWD2S2pG1aVGjBU2rN6VRdCMaxTSicUzjrNeNohvRILoBIUEhZXJ9EREREam6FKI6FKL6UYgqh1kL+/c7AWnOx5Yt2a/L6sulZk3o2DH3o23bKrJ2UWpqdjK9bp0zb+nhx44dJXvvatWc+Q2OPdZ59O8P1auXTt8iUqX5rI/NcZtZs3cNa/etZc2+NazZ57zeHLe5zK9vMNSrVi87XI1uRMPohtSrVo96UfWoV60edaPqUi/KeY4M1Sh7ERERETkyhagOhah+FKJWfsnJsGuX89i5M//nbducOUvLkjHQsmXeYWm9epX8Vvyccx2sX5/9esMGJ6H2+Up+nZAQZ5Rpnz7OLfp9+jjbIRqpJSKBlZiWyLr961izNztYXbd/HZviNrEjfgeWwH8/Vi20Wq5gtV5UPWpH1qZmRE1qRdaiZkRN53VE9muFryIiIiJVi0JUh0JUPwpRKxZrIT7euYt7714nk8v5et8+2LMnOyCNjQ1sj1FR0Lq182jVKvfrSjnV5uFhvNu3O2n09u3u14dHmMbHl+51o6KcgPTwfAd9+jivK+VfsohUJqkZqWyJ28KmuE1sit3kPPu93hK3hTRfmtdtZgkPDs8OV/MJWmtF1KJGRA1iwmKICY8hOiyamLDM5/AYIkMiMZX6t4UiIiIilYdCVIdCVD8KUQPPWmfe0AMHnIAzNjb/14e39+3LDknT0z1sHoiIcBZrb9o075C00owotRYOHsxOqffscZ5373Zur/cPS7dvh5SymRMQcEaRtmsHnTrBUUc5gWn37s5feJWY60BEqpoMXwY7E3ayKW4T2+O3syN+BzsSnIf/9t7EYs4N7YEgE0R0WHSucNW1nfl8+BEZGklUaBSRIZnPfts5XweZIK//iCIiIiKVhkJUh0JUPwpRj8xaSEtzBhGW1qM07touC1FRTkB6OCTN61G7dgULSX0+5y89NtZZoMk/oY6Lcw/nPRyUHn5OC/AoqMaNsxPpDh2yQ9M2bSA0NLC9iIhUAKkZqexK2OUKV3cd2sXexL3sSdzjPB/ak/U63efxbyLLUHhweFbQmlfommtfZvgaHhxOeEh4iZ7DgsM0ylZEREQqFYWoDoWofipjiJqWBn/9BYmJ2Y+kpJJtZ2R4/acqvuBgqF8fGjaEBg3yf27UyFncyfOfgdLTnf8AycnOX35CgvsRH5+75r/PPyiNi3Me5eX/ef+5DnI+WrbUbfgiImXIWktcSlxWsHo4aN1zaA+xybHEJsdyIPlArtcHkg6Uq6kFyquw4LB8A9aw4DBCg0MJDQrNes635rcdGlyyWmhQKCFBIVmP4KDg7NcmOM99GtErIiIioBD1MIWofipjiJqQADExXndRdqKioG5dqFPHec7v9eGAtE4dCMrr5wFrnVGaGRlOcJmW5qwQf/g556Mo9aSk7CD08Ouc2/nt83q+guKKjoYmTZzRpI0bu183beoEpfXrl4OUWkREisJaS1J6Una4mpQ7aM2qp8SSkJpAQmoC8SnxznOq85ycnuz1H0UKwWBcYWtBgWtx9wWZIIJNMMEm2HkdFJxVq0jbQSYIg8l+bYyrlnO7OMdohLOIiHhFIaqjwoaoxpgzgdeAYOBda+2YHPtN5v6zgETgKmvtwoLeszKGqBlpPkLCyvcogsiQVGqFHaJmWBI1wxIzXx+iZsghaoUmUDM4npohCdQKiqNmcDy1gg9SL2gfdYIOEGkTs4PPjAz365zPR9onBTucWNet60z2evh1o0bZIenh58qc3IuISImlZaRxKO1QrnA1v+2E1ASS0pNISk8iMS2RpDT368S0xKxtBbRSmeUMXAsKYQN1zOFw9/Br/2cgV+1I+/J7r9K+Tta+ct734XOzvgb8wvScx5XnY490flkdW9n+vHnxPy7P/Uf4BUxB55fk3PJ87bLs+8SWJxZ4bkWlENUR4nUDxWGMCQbeBAYCW4F5xphvrLUr/Q4bBLTLfBwNvJX5XKUEB0MYKaQSXnrvSTrRJBBDfKk8wtLTIB0n6payV62aM1dBzZpQo0b268OPwwFpzueoKC+7FhGRSiQ0OJSawTWpGVGz1N/bZ30kpye7wtWcQWvO7cPha0p6CikZKdnP/q8L+VyZ55oV71ksGTYDKuY4GBGRSs8+pg/oyqxChqhAP2CdtXYDgDHmY+A8wD9EPQ943zpDbWcbY2oaYxpZa3cEvl0PGcNAfsFHEFEkuh6RJBWrFop+OAgYY5y5QQ8/YmKcW+Xze/jvr1Ytd0havboWZRIRkUotyAQRFRpFVGgUdagT8Ov7rC/fgDU1I5W0jDTSfGmkZaQ525mvi1pL8xX9/AxfBhk2g3RfOum+dDJ8fq/96ocfIiIiIpKtooaoTYAtfttbyT3KNK9jmgCuENUYcz1wfeamNcYklW6r5UoIKAGtUKzNXtGrYtHXmgSKvtYkUPS1JoGirzUJFH2tSaDoa00CxfOvNfN4pZ2/Wis/U3FD1Ly+KnOOmS7MMVhrxwPjS6Op8s4YM99a28frPqTy09eaBIq+1iRQ9LUmgaKvNQkUfa1JoOhrTQJFX2tS1sr3ikP52wo089tuCmwvxjEiIiIiIiIiIiIiBaqoIeo8oJ0xppUxJgwYBnyT45hvgCuNoz8QV+XmQxUREREREREREZESq5C381tr040xtwA/AcHAe9baFcaYUZn73wa+B84C1uGs+361V/2WI1Vi2gIpF/S1JoGirzUJFH2tSaDoa00CRV9rEij6WpNA0dealCnjLF4vIiIiIiIiIiIiInmpqLfzi4iIiIiIiIiIiASEQlQRERERERERERGRAihErYSMMRcbY1YYY3zGmD459j1gjFlnjFljjDnDr97bGLMsc99YY4wJfOdS0RljPjHGLM58bDTGLM6stzTGJPnte9vjVqWCM8Y8bozZ5vc1dZbfvjw/50SKwxjzojFmtTFmqTHmS2NMzcy6PtekVBljzsz83FpnjLnf636k8jDGNDPG/G6MWZX5M8JtmfV8/y0VKa7MnwGWZX5Nzc+s1TbG/GKM+SfzuZbXfUrFZozp4PfZtdgYc9AYc7s+16SsaU7USsgY0wnwAe8Ad1trD//jdRTwEdAPaAz8CrS31mYYY+YCtwGzcRblGmut/cGL/qVyMMa8DMRZa580xrQEvrXWdvG4LakkjDGPAwnW2pdy1PP9nAt4k1IpGGNOB/6Xuajl8wDW2vv0uSalyRgTDKwFBgJbgXnAcGvtSk8bk0rBGNMIaGStXWiMiQEWAOcDQ8nj31KRkjDGbAT6WGv3+tVeAPZba8dk/pKolrX2Pq96lMol89/QbcDROAuK63NNyoxGolZC1tpV1to1eew6D/jYWptirf0XWAf0y/zGqrq1dpZ1UvX3cb6xEimWzJHMQ3HCLJFAyvNzzuOepAKz1v5srU3P3JwNNPWyH6m0+gHrrLUbrLWpwMc4n2ciJWat3WGtXZj5Oh5YBTTxtiupYs4D/pv5+r/oZ00pXacC6621m7xuRCo/hahVSxNgi9/21sxak8zXOesixXU8sMta+49frZUxZpEx5k9jzPFeNSaVyi2Zt1i/53dbWH6fcyKl4RrA/y4Nfa5JadFnlwRE5ij6nsCczFJe/5aKlIQFfjbGLDDGXJ9Za2Ct3QFOqA/U96w7qYyG4R68o881KTMKUSsoY8yvxpjleTwKGrWQ1zyntoC6SC6F/Nobjvsfsh1Ac2ttT+BO4ENjTPVA9i0VzxG+1t4C2gA9cL6+Xj58Wh5vpc8zKVBhPteMMQ8B6cCUzJI+16Q06bNLypwxJhr4ArjdWnuQ/P8tFSmJY621vYBBwM3GmBO8bkgqL2NMGHAu8FlmSZ9rUqZCvG5Aisdae1oxTtsKNPPbbgpsz6w3zaMuksuRvvaMMSHABUBvv3NSgJTM1wuMMeuB9sD8MmxVKrjCfs4ZYyYA32Zu5vc5J5KvQnyujQDOBk7NnPZGn2tS2vTZJWXKGBOKE6BOsdZOBbDW7vLb7/9vqUixWWu3Zz7vNsZ8iTNdyS5jTCNr7Y7MqeR2e9qkVCaDgIWHP8/0uSZlTSNRq5ZvgGHGmHBjTCugHTA385aKeGNM/8y5LK8EvvayUanQTgNWW2uzpogwxtTLnPAbY0xrnK+9DR71J5VA5jfghw0Blme+zvNzLtD9SeVhjDkTuA8411qb6FfX55qUpnlAO2NMq8xRNcNwPs9ESizz+/v/AKusta/41fP7t1SkWIwx1TIXL8MYUw04Hefr6htgROZhI9DPmlJ6XHdA6nNNyppGolZCxpghwOtAPeA7Y8xia+0Z1toVxphPgZU4tyTe7Ldi9Y3AJCASZ763H3K/s0ih5JyTBuAE4EljTDqQAYyy1u4PeGdSmbxgjOmBc7vrRuAGgCN8zokUxxtAOPCLk0Mw21o7Cn2uSSmy1qYbY24BfgKCgfestSs8bksqj2OBK4BlxpjFmbUHgeF5/VsqUgINgC8z/70MAT601v5ojJkHfGqMGQlsBi72sEepJIwxUcBA3J9def6MIFJaTOZdaSIiIiIiIiIiIiKSB93OLyIiIiIiIiIiIlIAhagiIiIiIiIiIiIiBVCIKiIiIiIiIiIiIlIAhagiIiIiIiIiIiIiBVCIKiIiIiIiIiIiIlIAhagiIiIiFYQxZpIxxmY+WnrdT2VkjGlqjEnI/Du+0Ot+yoox5j+Zf8a/jTHG635EREREyjuFqCIiIiJ+jDFv+AWVTxXj/ChjzMHM89ONMY3Los98rt3SGPN45uOkQF23knkJqAYsBaZ62Ygx5iK/r8W/ivkev/m9x1C/XU8D6cAA4PLS6FdERESkMlOIKiIiIuL2nt/rK4sxSu9CICbz9U/W2u2l01ahtAQey3ycFMDrVgrGmF7A4aDxcWut9bIf4BtgX+br44wxbYtysjGmOXBy5uYB4OvD+6y1/wLvZ24+ZYwJK2GvIiIiIpWaQlQRERERP9bahTijEAGaA6cU8S2u8ns9sTR6koB5EjDAKuArb1sBa20qMMWvNKKIbzEC588D8KG1NiXH/ucyn1sA1xS9QxEREZGqQyGqiIiISG7+4Wehg6scI//244wklArAGNMROCtz84NyMAr1MP+vxaKOjL4yn/cBwFq7DpiZuXm75kYVERERyZ9CVBEREZHcpgBpma8vNMbEFHSwH/+Rf1MyRxJKxTAK57+dxT3601PW2sXA4sxN/5C+QMaY44HDt/8vs9YuyOfQw3/WDsCpxetSREREpPJTiCoiIiKSg7V2D/Bt5mYUcHEhT/UftZpr5J8xppkxZowxZqExZr8xJsUYs80YM80Yc5UxJrg4/RpjTjLGWOB3v/JjfgsKZT3yOLe5MeYWY8xnxpg1mSvTpxpjdhtj/jDG3GeMqVGEXk7OfK9txphkY8wWY8yXxpjT/XvNfDx+hPcKMsYMNcZ8Yoz51xiTaIyJN8asNsa8ZYzpWti+jnCdYGB45uYMa+3mAo7N1b8xpr0x5k1jzD+ZPW7P/G86II/zBxvz/+3de7BVZRnH8e+DNxBJgeQiOiBMTDnqAJZUihwpb+MoKpSXlEtMmWVKjeN0GUVrNJvGzDSDyRFQCknQHLxmIoNOgJdM8YLmBca8oIIoooCe8/TH+27Xy2avtdc+B+HE+X1mzux37fWsd717n/MHPj7ree2O+L1sMLOVZnadmfUpWGL6tzSh5MdK44raSswhbDAFcFbJuUVEREQ6HGs/TyqJiIiItB9mdgLZ4/iL3H1knfgRwKJ4+IS7D6k6fzZwFdClYJplwInuviLnHjPIErX7V+LMrInNE6i53P2TR7bjdQvIqmfzvAWc4u4PFQWZ2VXA5IKQqwm9RitrvdTdL8mZaxAwFxhSMF8LcJm7X1y0rnqqfne/cPcpBbFNJOsn/M5uJCTbqzkwyd2nm9kuwDRgYs7UbwAj4iP21ffsCbwG7AqsB/q4+/sFa9w9zteNUFHdL/6Pgbz4fwFDCS0oerl7c16siIiISEe18/ZegIiIiEg7dTchEdUHGGFmA939pYL4Ccl4s8q/mECdmrw1H7gTWAsMJiTW9gcOAh4ys6FFSa8angJOBg4EfhnfmwPcXOe6zoQE6tOExOCzhN3gOwP7AScBhwB7A3eY2ZCCBO8UsgRqc7z3/cCGuK5JwPnAPvU+TEygLgE+G99aSthZ/mVgJ2AY4fvuAVxkZi15ydiSjkrGDzdw3TDgJ8Am4HfAo4QnvY4lVLYa8Ccze5Dw2ScSNi2bBawEegPfJXw/fYAZwOHVN3H31WY2HxgDdCVURhdVl44hJFAB7izxt7SEkETtAXyR8H2LiIiISEKVqCIiIiI5zOw3wAXxMLdCsUbl3z7u/nY8NwB4hlCB2gyc4e5/rbq+C3ALcHx8a667b9FCIK8SNTnfRIkqzyS+P/AZd19WEHM6IenXCZjh7ltUUsZNmZ4EdgE+BI539weqYnoA/yAk6yq2WKOZdQIeISQom4HvuHut1gi9gHsJlaotwMHu/nTR5y34jPcCR8fDXnWqNpvYvOr3RWBUdQsAM/sZcFk8rFR6TgXOdfeWJG53QhKz0ppguLtvkcg1s+PJWkwUVkab2QKy3qmj3b1wgzMzG09I4AKc7+6/L4oXERER6YjUE1VEREQkX9md0ceSVf7NryRQo/PIHuG/sjqBCuDuHwJnAK/Ht8aY2eDWL7scd19ZlECNMbMJSVSAU+Nj6dXOJSRQISRGt2gt4O5rgNPINuzKcxIhgVqZq2bFpbu/CZxKSLR2IlR6ttaB8XVNgxXAAGfm9FC9ElgXx8MI1cLnpQlUAHf/ALgieeuYnPvcQ/b3McLMBtYKionxpni4Crir3gcgVCBXHFwiXkRERKTDURJVREREJIe7P0P2ePcAIK/6b0Iyrk76nRJfPyYk1vLu9R5wXTw0QjKxvfhnfO1C7STb6Pi6kc3bFmzG3Z8ntEkoUtncaBNwTVFgnK/y+zm6KDaPme0K9I2Haxq8/DF3X5Kzto2Ex/srprn7x7VigbTX7AE58zUDN8VDA8blzDWerMftrIJ7pt5Jxv1LxIuIiIh0OOqJKiIiIlJsOnBoHE8AFqYnqyr/3iBJEsZHzitJqSdi9WSRv5P1NB3e2gU3ysyGA2cCXwYGEqpqa1WcAuwLPJZc2zu+B/C4u79b53YLgRMLzo+Ir28CTfnFv5+obILU38y6xKreRuxFlnRsNIlar3foqmRc1Gs1jeteEDcduDCOx5nZpb5lb65xVfFlrC55fxEREZEOS0lUERERkWKzgd8SqjDHmtm5VTujp5V/N1btbN43GT9f4l5pTN/cqK0kVmFeT1b9WcZnqo7TjaKKNt6qG2NmewA94+G+wG0NrAtCArDRJOpuyXhdblRtq+uc31gm1t03JsnizgVxy81sMfAVwkZkI0mS+mZ2BDAoHj7cQI/Y95Jxl9woERERkQ5MSVQRERGRAu7+rpndRuhZ2pWw8/nMJCSt/JtRdXm3ZLy+xO3S5Gy33Kit5w9kCdSNhP6ZjwCvEtZbSQiPAn4YxztVzdE1GX9Q4p5F38OeJa4vsmsrrkkTndUJ4npa6oe0KrbIdEISFUICf2FybkJVXFnp995oElpERESkQ1ASVURERKS+6YQkKoRE1UzYovJvibs/W3VdWtnYlfr2yLl2qzOzAcCkePhfYKS716wSNbN+BVOlSdHdS9y66HtIk8gL3f3I3Mit5x1CgrMT0GMb3K+t5gBXs3ll9Hoz60rY4AxgA3BzA3Omn7vRlgYiIiIiHYI2lhIRERGpbwFQ2YF9ZExAAkxMYmpV/r2ejD9X4j5pzGulV9c6o8jaEFyRl0CNijYbStdZc8f4KrkxsZ9qJZF6gJVoiNpW7v4R2e+p3SdR4wZk8+LhHmSJ07Fk1cu3ufvaBqZNP/fKNi1QREREZAelJKqIiIhIHe7eQvYIvxE29Ukr/z4kVAhWX/cmWVJqiJntXedW6Q7zRRsR5UkfGa+XgOydjF+sE3tM3gl3X0WoZAUYamb1HslvqnN+UXztBXy1TuzW8lR87R43A2vv0oT9+Pg6Ied8GV9Ixk+2ZkEiIiIiOzolUUVERETKmQFUdkIfD3yD7PH7Wwt2pa9UDe4MTM6b3My6Ad+Ph07jmyrB5o/D12sfkPYvHZQXZGajgYPrzHV7fN0N+F7BXIOB4+rMlfabvdzMqnuwfhqWJuNDt8H92uoBYEUcN5lZE2GTKYBXgPsbnG94Ml6aGyUiIiLSgSmJKiIiIlJCfNy9UiU5ELg8OV1U+XcN2WY9F5rZmOoAM+sMzCLb6X6eu/+nFct8ORkPqxP7SDK+wMy611jXcOCGEve9FvgojqeY2Ra9TM2sBzAb2KXOXHOTtR0B/DkmmGsys85mNt7MTiuxzjz3JeN2n0R1d2fzyui/kFUez4yV042oJFFXA4+2fYUiIiIiOx5tLCUiIiJS3nSyir++8XUloWdqTe6+wsx+BEwl/NtrrpndDtwFrCX0Qf02Wa/QV4EftGZx7v6OmT0ODAWONLOphKrEdUnMPXG4GHgMOAQYACyP8c8RNi0aBZxKlqSrbKxV677Lzewy4JJ47X1mNpvwvWwADiRsYtUbuIVQxQs1dqx395aYaF4M9ItrONrM5sT1riVsYLVfXPtRhIrgi8p9SzUtBlbF9TW1YZ5taQZwMeH307fq/dLMrCdwUDyc34oErIiIiEiHoCSqiIiISHlzCZWlaWXkzFgZmMvdp8VNkq4COgOj40+1p4ATYi/V1vo5MB/YCTg7/qQsrslj9eYCQkKyFyEpl9pIaDHQQkESNc53aaxmPT/e+8z4k7oauIMsibqOGtz9FTP7EnAT8DWgOwVtAoBm4I2i9dVZe3NM+k4GDjez/u7erjdYisn5hUBa9bvI3ev1t632TbL/Jpi1NdYmIiIisiPS4/wiIiIiJbn7ekIl5SdvUbLyz92nAoOBXwP/JlRUbiLsDH8XMBEY4u4r2rjGu4HDCNWjL5O1EqgV+wKhavVXwLOEqtH3CdWo1wLD3L3M4/yV+SYTKljnET7XJkJl7d+AY+P5nsklawrmet3dv06oDJ0GPE34zpqB94BnCJt5nQPs5+7Xl11njj8Sfp8GfKuNc20r1W0kGt1QCrJE93MUVFSLiIiIdHRWp3BCRERERGSrMbMrgR/Hw2Hu/vj2XE8qtlk4EVgOHFCvwvj/nZkNAl6Ih+fERL+IiIiI1KBKVBERERHZJsxsT+CsePg2sGw7LqeWSwjVqJ8HTt6+S9kmfhpfV1JuAzERERGRDktJVBERERFpMzPrY2aDC87vRWiFsHd86wZ3/3hbrK2sWBU7Jx5OiX1sd0hmNgAYFw8vcvdN23E5IiIiIu2eHucXERERkTYzs8OBRcBSQm/N54H1wJ7AMOB0wgZRAC8R+r/W3FhqezKzfoT+oF2Bse4+bzsv6VNhZtcDk4DFwGE7eusCERERkbZSElVERERE2iwmUR8sEboMOMHdV37KSxIRERER2WqURBURERGRNjOzzsBxwLHAcMJj+z2BFuAt4FHgVuBmd2/eXusUEREREWkNJVFFRERERERERERECmhjKREREREREREREZECSqKKiIiIiIiIiIiIFFASVURERERERERERKSAkqgiIiIiIiIiIiIiBZREFRERERERERERESnwPypPQg+khIv/AAAAAElFTkSuQmCC\n", "text/plain": [ "<Figure size 1584x864 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "from mrth import *\n", "\n", "v = linspace(-100.,80.,180)\n", "phi = 5\n", "\n", "am = lambda v:0.1*(v+35.)/(1.0-exp(-(v+35.)/10.)) \n", "bm = lambda v:4.0*exp(-(v+60.)/18.) \n", "ah = lambda v:0.07*exp(-(v+58.)/20.) \n", "bh = lambda v:1.0/(1.0+exp(-(v+28.)/10.)) \n", "an = lambda v:0.01*(v+34.)/(1.0-exp(-(v+34.)/10.)) \n", "bn = lambda v:0.125*exp(-(v+44.)/80.) \n", "\n", "minf = lambda v:am(v)/(am(v)+bm(v)) \n", "ninf = lambda v:an(v)/(an(v)+bn(v)) \n", "hinf = lambda v:ah(v)/(ah(v)+bh(v)) \n", "ntau = lambda v:1. /(an(v)+bn(v))/phi \n", "htau = lambda v:1. /(ah(v)+bh(v))/phi \n", "\n", "figure(0,figsize=(22,12))\n", "ax1=subplot(111)\n", "lns1 = ax1.plot(v,vectorize(minf)(v),\"r-\",label=r\"$m_{\\infty}$\",lw=4)\n", "lns2 = ax1.plot(v,vectorize(ninf)(v),\"b-\",label=r\"$n_{\\infty}$\",lw=4)\n", "lns3 = ax1.plot(v,vectorize(hinf)(v),\"g-\",label=r\"$h_{\\infty}$\",lw=4)\n", "ax2 = ax1.twinx()\n", "lns4 = ax2.plot(v,vectorize(ntau)(v),\"y-\", label=r\"$\\tau_{n}$\",lw=4)\n", "lns5 = ax2.plot(v,vectorize(htau)(v),\"k-\", label=r\"$\\tau_{h}$\",lw=4)\n", "lns = lns1+lns2+lns3+lns4+lns5\n", "labs = [l.get_label() for l in lns]\n", "ax1.legend(lns, labs, loc=1, fontsize=30)\n", "ax1.set_ylim(0,1.1)\n", "ax1.set_ylabel(r\"Steady States: $m_{\\infty}$,$h_{\\infty}$,$n_{\\infty}$\", fontsize=30 )\n", "ax2.set_ylabel(r\"Time Constants: $\\tau_{h}$, $\\tau_{n}$ (ms)\", fontsize=30 )\n", "ax1.set_xlabel(\"Voltage (mV)\", fontsize=30 )\n", "show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Part I: Complexity reduction.\n", "\n", "---\n", "\n", "## Piecewise linearization" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "\"\"\"\n", "Two useful functions for curve fitting.\n", "\"\"\"\n", "linreg = lambda x,y: polyfit(x,y,1)\n", "def pwlfit3(x,y):\n", " #First we want first order approximation, i.e. the liear regression\n", " b,y0 = linreg(x,y)\n", " # Another approach is a line from the beginning to the end of the interval\n", " #b=(y[-1]-y[0])/(x[-1]-x[0])\n", " #y0 = y[0]-b*x[0]\n", " #We are looking for maximums of mean squared deviation between original curve and first order approximation\n", " drv = (diff(sign(diff((y0+b*x - y)**2,n=2))) < 0).nonzero()[0]+1\n", " #For each interval between maximums we want to find linear approximation again\n", " pwl = []\n", " li = 0\n", " for ri in drv:\n", " b,k = linreg(x[li:ri],y[li:ri])\n", " pwl.append( [b,k,x[li] ] )\n", " li = ri + 1\n", " b,k = linreg(x[li:],y[li:])\n", " pwl.append( [b,k,x[li] ] )\n", " #These linear regressions do not intersect in x[ri].\n", " #We have to recalcuate intersections\n", " for i in range(len(pwl)-1):\n", " pwl[i+1][2] = -(pwl[i+1][1]-pwl[i][1])/(pwl[i+1][0]-pwl[i][0])\n", " return pwl\n", "\n", "def pwlfun(pwl, txt=False):\n", " #To minimize conditions, let's remove b and k for all 'right' slopes\n", " for i,(b,k,x0) in enumerate(pwl):\n", " for j in range(i+1,len(pwl)):\n", " pwl[j][0] -= b\n", " pwl[j][1] -= k\n", " #Now we can build a function:\n", " fn = \"lambda x: ({}+{}*x)\".format(pwl[0][1],pwl[0][0])\n", " for pro,pst in zip(pwl[1:-1],pwl[2:]):\n", " b,k,x0 = pro\n", " fn += \"+({}+{}*x)*(x>{})\".format(k,b,x0)\n", " fn += \"+({}+{}*x)*(x>{})\".format(pwl[-1][1],pwl[-1][0],pwl[-1][2])\n", " if txt: print( \"PWL function :\\n \",fn )\n", " return eval(fn)\n", "\n", "def polfun(pol, txt=False):\n", " \"\"\"\n", " custom Polynomial function to be sure that both methods has the same realization\n", " \"\"\"\n", " \n", " fn = \"lambda x: \"\n", "#### This gives the same speed as numpy version\n", "#### So PWL is faster that 5th order\n", "# for i,c in enumerate(pol[::-1]):\n", "# fn += \"{}\".format(c) if i == 0 else \"+{}*x\".format(c) if i==1 else \"+{}*x**{}\".format(c,i)\n", "\n", "#### This is a much faster implementation\n", "#### So PWL is slower than 5th order\n", " for i,c in enumerate(pol[::-1]):\n", " fn += \"{}+x*(\".format(c) if i != len(pol)-1 else \"{}\".format(c)\n", " for c in range(len(pol)-1):\n", " fn += \")\"\n", " if txt: print( \"POL function :\\n \",fn )\n", " return eval(fn)\n", "\n", "##Here the check that numpy and custom functions yield the same results\n", "#coef = np.polyfit(v,vectorize(minf)(v),pol_N)\n", "#print coef\n", "#fn = polfun(coef)\n", "#plot(v, fn(v),\"k-\")\n", "#plot(v,vectorize(pol_minf)(v),\"r--\",lw=3)\n", "#show()\n", " \n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fit $m_{\\infty}(v)$, $h_{\\infty}(v)$, $n_{\\infty}(v)$, $\\tau_h(v)$, and $\\tau_n(v)$" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Minf PWL function :\n", " lambda x: (0.03130775058256407+0.00032794170234354405*x)+(0.9842163211176729+0.015406668782715469*x)*(x>-63.88248718774637)+(-0.0960057625861479+-0.014137559007364468*x)*(x>-6.790830194670598)\n", "\n", "Hinf PWL function :\n", " lambda x: (0.9617652153589281+-0.0003716762849926477*x)+(-1.3260628344211058+-0.016255777747902645*x)*(x>-81.57486248802813)+(0.39706401188385465+0.015850902635657273*x)*(x>-25.0499306576171)\n", "\n", "Ninf PWL function :\n", " lambda x: (0.09648374083111982+0.0009522189020595808*x)+(0.7430146812436749+0.01046053058520931*x)*(x>-71.03030531685094)+(-0.034312191505870615+-0.008532156604714406*x)*(x>-4.0215145004384425)\n", "\n", "Htau PWL function :\n", " lambda x: (3.8998698682317046+0.03655767153938257*x)+(-4.738575320359597+-0.07845808930076661*x)*(x>-60.39626203735879)+(1.090615245017874+0.040795134400668065*x)*(x>-26.733953963882847)\n", "\n", "Ntau PWL function :\n", " lambda x: (1.7804683137736268+0.00985969575027651*x)+(-1.2984598906696285+-0.022548487217297717*x)*(x>-57.58523302057867)+(-0.049917117102098674+0.00889622764886577*x)*(x>5.611043137870116)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1584x864 with 7 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# m_inf\n", "pwl_minf = pwlfit3(v,vectorize(minf)(v))\n", "print( \"\\nMinf \", end=\"\")\n", "pwl_minf = pwlfun(pwl_minf,txt=True)\n", "\n", "#h_inf\n", "pwl_hinf = pwlfit3(v,vectorize(hinf)(v))\n", "print( \"\\nHinf \", end=\"\")\n", "pwl_hinf = pwlfun(pwl_hinf,txt=True)\n", "\n", "# n_inf\n", "pwl_ninf = pwlfit3(v,vectorize(ninf)(v))\n", "print( \"\\nNinf \", end=\"\")\n", "pwl_ninf = pwlfun(pwl_ninf,txt=True)\n", "# tau_h\n", "pwl_htau = pwlfit3(v,vectorize(htau)(v))\n", "print( \"\\nHtau \", end=\"\")\n", "pwl_htau = pwlfun(pwl_htau,txt=True)\n", "# tau_n\n", "pwl_ntau = pwlfit3(v,vectorize(ntau)(v))\n", "print( \"\\nNtau \", end=\"\")\n", "pwl_ntau = pwlfun(pwl_ntau,txt=True)\n", "\n", "\n", "# =============== PLOT IT ! ==================\n", "f1=figure(1,figsize=(22,12))\n", "suptitle(r\"Original functions vs. piecewise-Linear fit\",fontsize=30)\n", "subplot(321)\n", "plot(v,vectorize(pwl_minf)(v),\"k-\",lw=3,label=\"piecewise-Linear fit\")\n", "plot(v,vectorize(minf)(v),\"r-\",lw=1,label=\"Original\")\n", "ylabel(r\"$m_{\\infty}$\",fontsize=15)\n", "xlabel(r\"Voltage, v (mV)\",fontsize=15)\n", "legend(loc=0, fontsize=15)\n", "subplot(322)\n", "plot(v,vectorize(pwl_hinf)(v),\"k-\",lw=3)\n", "plot(v,vectorize(hinf)(v),\"r-\",lw=1)\n", "ylabel(r\"$h_{\\infty}$\",fontsize=15)\n", "xlabel(r\"Voltage, v (mV)\",fontsize=15)\n", "subplot(323)\n", "plot(v,vectorize(pwl_ninf)(v),\"k-\",lw=3)\n", "plot(v,vectorize(ninf)(v),\"r-\",lw=1)\n", "ylabel(r\"$n_{\\infty}$\",fontsize=15)\n", "xlabel(r\"Voltage, v (mV)\",fontsize=15)\n", "subplot(324)\n", "plot(v,vectorize(pwl_htau)(v),\"k-\",lw=3)\n", "plot(v,vectorize(htau)(v),\"r-\",lw=1)\n", "ylabel(r\"$\\tau_{h}$\",fontsize=15)\n", "xlabel(r\"Voltage, v (mV)\",fontsize=15)\n", "subplot(325)\n", "plot(v,vectorize(pwl_ntau)(v),\"k-\",lw=3)\n", "plot(v,vectorize(ntau)(v),\"r-\",lw=1)\n", "ylabel(r\"$\\tau_{n}$\",fontsize=15)\n", "xlabel(r\"Voltage, v (mV)\",fontsize=15)\n", "\n", "ax1=subplot(326)\n", "lns1 = ax1.plot(v,vectorize(pwl_minf)(v),\"r-\",label=r\"PWL:$m_{\\infty}$\",lw=4)\n", "lns2 = ax1.plot(v,vectorize(pwl_ninf)(v),\"b-\",label=r\"PWL:$n_{\\infty}$\",lw=4)\n", "lns3 = ax1.plot(v,vectorize(pwl_hinf)(v),\"g-\",label=r\"PWL:$h_{\\infty}$\",lw=4)\n", "ax2 = ax1.twinx()\n", "lns4 = ax2.plot(v,vectorize(pwl_ntau)(v),\"y-\", label=r\"PWL:$\\tau_{n}$\",lw=4)\n", "lns5 = ax2.plot(v,vectorize(pwl_htau)(v),\"k-\", label=r\"PWL:$\\tau_{h}$\",lw=4)\n", "lns = lns1+lns2+lns3+lns4+lns5\n", "labs = [l.get_label() for l in lns]\n", "ax1.legend(lns, labs, loc=1, fontsize=15)\n", "ax1.set_ylim(0,1.1)\n", "ax1.set_ylabel(r\"Steady States: $m_{\\infty}$,$h_{\\infty}$,$n_{\\infty}$\", fontsize=15 )\n", "ax2.set_ylabel(r\"Time Constants: $\\tau_{h}$, $\\tau_{n}$ (ms)\", fontsize=15 )\n", "ax1.set_xlabel(\"Voltage (mV)\", fontsize=15 )\n", "#f1.savefig(\"WB-L.svg\")\n", "show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Polynomial Fit of $N^{th}$ order" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "MinfPOL function :\n", " lambda x: 0.9538819789279149+x*(0.007644362915280276+x*(-0.00017688704951621557+x*(-1.9510874110134658e-07+x*(1.663851989829773e-08+x*(1.671055702310625e-11)))))\n", "\n", "HinfPOL function :\n", " lambda x: -0.031090447817729232+x*(0.0019265041362290661+x*(8.722279603254817e-05+x*(-2.946886003553351e-06+x*(6.872964597465991e-11+x*(2.7067846046614394e-10)))))\n", "\n", "NinfPOL function :\n", " lambda x: 0.8244944478680174+x*(0.0071982650648073805+x*(-0.0001107302403251294+x*(-1.5311947856190683e-07+x*(9.398640449080108e-09+x*(3.033694426726568e-12)))))\n", "\n", "NtauPOL function :\n", " lambda x: 0.4924037413884465+x*(-0.012052097973031212+x*(0.00010471373932039199+x*(1.6932665618325388e-06+x*(-1.4444933773685304e-08+x*(-1.1246206399456204e-10)))))\n", "\n", "HtauPOL function :\n", " lambda x: 0.16235026078929446+x*(-0.007686694069833764+x*(0.00029871171894912344+x*(-8.228229274590399e-07+x*(-3.456921372430771e-08+x*(1.430040407066584e-10)))))\n" ] }, { "data": { "image/png": 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r7Ric1p4QtTVzRtSGyNamP+EkwmL6DB9F5Li3JbjxFrdJ8Yi19s/ohdban4DnXat+wP9i2PY5InsQPGet/SF6BWvtGZzXYsRs8f2NMXmiVVvjcTtKa01jTAEin8vRHvuJ3qrzNpwfxKLvL8KrOC1UI35Mu+4xu+JdDES8lmqb+CehnG+tfS+eOolxDee6bhTO2Nr34VwvfY7zYz1ARWC9671HRERSmBKdIpIa5fO4fe4G9+G53XUTikQzPilJThfPxN9H1tqwOOqOS+KxovsXp3tdbFZ73K6ShONs9LhdJwn7SQuS+pw+4PobzvXdFr3ONTHHHa7V36y1S2Ora639mcjHVwonKRObMCKTMjGJ73mK+AJc3hgTGMd+bpi19ihOSzKAJsaY2H748ExYRO+2HuxxOymvoZSQzRjTwWPpaJzJdSKGXIjohvs7TnfqlDwfYjOJyCRf31jqPEDksB+TY6njKdb3UWvtfuCoazWm/1cnj9sfWo9uuTF4m8jYO8VRD2CRKzkcU0zHcZKqEcbHVM9lvcftlD7fIt7Xyxpj8qfwsVIzz//tO9ET6NF4JqjjOyeS2654fhj7FKdFOjjDdbh/mDDGZAbuca2exun6HiPXeTzbtZodaBWtyi843efh+gRmE5xk6jWc944NcdSLECXRaZwJ3SKGClnoek3H5XOP29Fjje7DeO5PjPU4LVWbWGtfsdbOtNbOs9ZOsNY+hDM8xC+uujlxhq5I1I9FIiKSeEp0ikh6ZeKv4vZjMhyvpsftmFomeFqbDMfztCWexOpxj9uxzgZtjClonJmzVxhjjhln5mXPmc5DPKoXj20/6cQNP6fGmHxEJid+t9YeSO7gbkBtj9srElDfs05cSe0/Ymm9FiG+c2+l629lnPHV2hpjssZQL6kivgT7AT2i32mMyURka8LDRE00Ya09D/zsWm1hjJlvjGmWUsnZRCqA01U7YvkGZ4KnHkSOBbwJaO3RajGlzocYWWv/Ar53rXaIJaEWMVZrCFGTFrH5KZ77I869mM67BD9+a+0RIsePrGTing39uhbg0fzjcfvnWGtFrRfre3ZCGGNaGGOmGGN2GGPOGmOuRXtfH+JRPb7eD+lZxDlhiXxfis1GnG7f4P0f/b6P605XC+qIxGI2oibKq+GMUQlOl/qr8Rwr1te9q6dNxHEaRnsvbOL6u8Vae5HIa6LYxu28StQfUsEZCzXie2pItB9zrltcjy1CZWIXhvN+mCystfuttSfiuP8ozli8f7uKKhH5WSMiIilEiU4RSY3OeNzOc4P7yO1x+3Q8dY/Hc39CFPW4HWdiy5UYOpcMx4xw3UQb0Xh2ycwSUwVjTDfgD+AdoCXOF95sMdV1ievLfnqQlOfUM1mwJ3nCSbIiHrdj7SIeS50isdaK53mK1h04pnPvBZzxCMGZTONb4KwxZr0xZrQx5q5kSibOI7JVZkxdTdsQmVD6PJbWXAOInMynA07C4awx5ntjzAhjTCNjTGq4rrLAReBPnBZZHYCGrhaFEVLqfIjLRNffTESbwMsYU4PIFqZfu7rOxiehr9HMMdzn+Rhi7A4bTcTjNziT0sQmvs8az9dDXHXjfc+OjzEmtzFmOU7S7lGcbsJ5cLrDxya9v6/HJeKc+NuVnIuVqwfIX67VfK4fSrwlvpaN0et4Xpsk9+t+retvNqImQiMSmGui/S1hjCkH4HqvjJi4bXMMrapLe9x+mKg/5sS0zPWoH9ePA6ettSFx3J/sXMO4eLZAvze2uiIikjxSwwW5iEh0xzxul77BREcFj9txJjLj6baYUNldf68lcEzRy/FXSbAkdbs3xtyJ0007Ijm8Dae75mM44/N19FgipPeuV0l5Tj2TBZdireVdOT1uJ+Tc84w7Z6y1knjuWWsP4SS4PiIy+Z8ZpzXP88Ay4Jgx5hljTGJaaUc/zgWcJCrAbcaYqtGqeCY/Y2xNaK3dAtyOM1N5xHtGdqAZ8ArOWId/GWO8PWbfYWut8Vj8rLW5rLUVrLU9rLULYxiaI6XOh7gsxJlZHCJbb0bw7M7+SUJ2lsThRiIew7WYxuaMQbK/HpJhuJT4zCOyC+9FnPf453HG4uxM5Hv6lx7bpPf39bhE/F8T+tmcHK+JGxEUf5UojyGHx+3kft1fN06nMaYQkS0qI+7f4rGviCRoNSITkjH1gskdQ1lCxZV4To7rvRux1uN2RR/FICKSYSjRKSKp0V4iW3VmIbKlT2LU87i9IdZaySfiS0NAAhOz2eOv4jXDifw86GetreGaPGeytfZLa+0Ca+0C4u/Ol9p56zPvgsftHLHW8i7PFkoJOfc8446zdVNSWWtPWWufxJltuj7OTNALiHweCwLv4YzzmBSe4266k5GuSTYixq37Ja6JhKy1B621PXHGEW6GM/7qMiK/PJcGPjPGvJjEWFOa188H12Rcn7pWK7smSsIYkw3o7ir/w1qbEpO1RRfxGAIS2BrPa6+H5OD68SpiEqMdQFlr7QPW2nestZ9ba7/xeF8/GuuOMpaI/2tCP5t9dU7E1dMigudj8ExWJvfrPqYEZsRfd9d212t/fbT7m3jsJ6ZEp2fcvaL9mBPf0iSG/fmaZwvuJA1HISIi8VOiU0RSHVe3Uc9xqBI1G6wxpghRZ6pdlRxxxcNzjKab46roGmQ/T4pGk0CuL/mNXKtbrLVxtaYqFcd9vuLZGiu+hIW3Jto4TuTkJXGNFeZNJz1ul09Afc86sY4/lpystaHW2k3W2nettR1xxp58hMj/cd8YWmImxnKcSaYAenh0M+9KZPfmhIwNibU2xFq7xlr7urX2bpxk7AtE/t9fMcbENwmaL/nqfJhMZKvHiFad3YhsBZ2g1pzJ4EYfvyVyrL3UzPPz7yVr7b+x1kyd7+u+EHFOFDbGxNlC09W6vKxr9XQCxrpMTuUSWcfz9Zqsr/toCcx6rsmOIhKZm621nq1Po4/TGfH3CjGPt+vZE+eWGO5Pazw/D875KggRkYxCiU4RSa0+8Ljd2xiTmC9jLxM5CcdKa603xknc4nE7+oD70TVJwTgS6yYin6u/4qoI3JXCsdyIcx63i8ZWycUrk0a4xhfc7Vq91RhT5gZ35dm19Ya7bbt4TnzSMgH1PWetjWvSlBRjrb1qrZ1G1BlyGyRhf9eAOa7V4kBj1+2I1p2e9yd235estW8DX7uKMgO1bjBUb/DJ+eCa2GeZa/U+Y0xuIruthwIzbnTfiZTgx2+MKYEzgQjAXtcwCKldIY/bsb6vu37oapLi0SS/5HxvjBBxThigeTx16xPZ2tHb749xxub6n0a8T14m8rMInNa9ET8cNUlA75OEvO7Xuv5mwelJE3H9szpavYhEZ2FjzC1E/sC6KZYxM38g8oej9qlk/OOkaOxxOyHjo4qISBKk9Q8NEUmnrLXrcVpggdPF6nNXF8c4GWPaA/1dq2E43bK9YaHH7QHGmLjGOns6pYNJBM8WF2Vjq+Rq4fJsyoeTaJ5f4prFVsmVbGyb8uG4ec7y/foN7sOz616ShjpwjYW5zbVazRjTKra6xpiaRD6Xh4GtSTl2MjjkcTsgtkoJFKX7uusHlIau9eXW2lNJ3P8hj9tJjTXF+Ph8iJiUKBvOayNimJEF8bQ8TE7feNx+0hgT14Q/zxF5vfx1HPVSkwS9r+N8VhZI4VhSQrK9N3rw/N8OjmdM4Bdi2c4bbjHGxJWc70Vk1+hvrbVhEXe4xqNd7FrN76obI1eCP2JIictEnYHdk2e38weJbAUavTv6NuC86/azRPZqianbOq734ogfRSrgTKiVJhlj8hH1um+Jr2IREckolOgUkdSsJ5HdBBsCK40xMXa3Msb4GWMG4My8GfEFZYS1dmPKh+meqCSiC9etwAcxtUAwxgwn6i/7PmWtPU/krMM1jTEdo9cxxuQAvgJKeDO2hLDWHiZyZvNGxpjrkpnGmAI4E3Mkx+zdCTWByK5+3V0ziMeY+DLGZI0l0XTQ43b1ZIhptMft6caYStErGGNK4rRqjDh33/H8opycjDFFjDFj4mrx6vpxo6dH0Y6kHNNa+wuwz7XaGefLc8T7Razd1o0xdxhjhrkm2oitTn7gvohDATtjqGM9ltI38BCSk6/OhyVEjgs5wKPcW93WsdbuBJa6Vm8GpsU0Vqcx5iEiY7wIfOydCJPsF4/br7i6FEfheq98y3shJR9Xq/mIpNntSZmozMNiYJfrdgPgnVg+w18k8kezo8CsZDh2Yn1qjLkugW2MqQ2841oNxxnbOLp3iGwR+64x5rpW8q7hdeYRmUSeYK09F0ssW4kcvzPivTqEaN3RXe8bP0arB1En6YnuZZyW3gAfxjfRmzGmpDHmHWNMwbjqJRdjTD1jTJ+YXl8edYrjvNdEzFr/J1FniBcRkRSQalsbiIhYa/9xtVxYgpNkqw/8boxZhtMK4CROq6CKQCeijic1FnjNuxHzGM4XzGzAEzhjVn2OM4t8IZyx6BoAm4CSQDGSOGt1MvmQyKEC5hljZuEkbS/iJG174XQLnwk87IsA4zEGmOq6/bUx5lOcbm8GZyKr3jitR74iMhGVoqy1540x3XAmcMqCM9txZ2PMlziJ2atAYZzuzW2BX7m+xYznOLVvuxK2+3C6WAMct9b+loiY5hpjOuC00ikCbDPGTMc5H8OAmjiJv4jxEleQsomdzMAgYJAx5hecL8F7cIYjyI3zuu6B8zrBdf/663eTaJ8Do1zHiGiZdZGorbKjyw2MBF41xmwANuJ0P7yIMzFRVVes+Vz1Z7m6aadavjofrLVhxpgpwAiP4oN4ZyxlT/1wWpkVAO4HqhtjZgD7cd4v2gH3etTvb609GX0nqdR8nDEOiwG1gd3GmKnAAZzHdg/O+04QTuvWTr4JM0lW48waXxb40hjzDVGHMllnrU3wDNvW2nBXYnsDkBXnvamp6/Mw4jO8K5EtwEOBh2Ppdp2SFgAdgF9d/9NfAH/gTpzP54gf9N5z/bAThbX2J2PMaGAozkzq64wxs3Gez2Ccz/w+RA5/sBN4JbZgXK/nH3HOqYjvlbF1R18DtPGoFwxsjmPf24wx/XF+BMmMM9HbIJz36v043fDz4Awt0QDnXDfAuNj2mcwKuWJ71xizHCfpexwn0XuTK6YuOOcTOC2Ru7mGURERkZRkrdWiRYuWVL3gfAmfg5MUtPEsx4CHErDPtRHbJDCG0h7HmB5HvabA2Tji+w0naXvMtb4jlv0M99imyY3Gk5C6OF8MPo/neV2Ac7Eesb42lmNN96hTOgn/8yYe+xkeT10T7bjRlys4X9x6eZT1Ssnn1KNeHZzuzPGdt6tj2f6LOLaZHq1uvOc0zhfMTxIQz1dA1jj2E+d5kJC6OJOgxBeH+/kBbrrR8ymG/13095JP49nmzkTE+mVsz120ekl5fXief4eSsJ/kOh8OJSYWnB9OQj32/2ICt4v3HE/k66ECsDeex34ZJ6EV2z56edTtlRzxk4D3l/heg0Bd4Ewcj+ssTnJquEdZkxuJJRHnW0Iff5wxuercjpOoje3x3dDrC2cohRPxnBOngbvi2U+C3yMTEFOUcwznB5qwOOKbAvjFs8+ROD+axfU415KA912c4R08txsWS707otVblcDH3xand09C3n//A/LHsI9DJPH9MoZ9dkhgTBbn2u+25Dq2Fi1atGiJe1HXdRFJ9ay1J6219wPVcFpi/YTzReQqTve1P3GSCz2B8tbaz2LblxdiXYPTumAMTuu7YJxWJluAwTiJr2NEtvw64/0oo7KOB3FapK3BifcqTpzf4bRA6GAT0TrGm6y1FqfVZnechNhZnOTmIeBToKa1doqPYtuMk0zph9M1MuK8vYIz3uEiYCBOq4+YPIQzjt5anC9wSWoJYq29Zq3ti/NlfipOq5jLOOfpQZyEd3Nr7X0p/f+2zrADJXH+dzNxvgiex/kCH4Tzup4NtLXWNrPWnk6m4x7i+pahcc62bq39AaeFaX+cbod7cVrnhLv+7sY51xpba7ul1tdKdL46H6y1J4gccuIaMC259p3IOP7AaY3bF2dM6L9xErBncVp7voHzmTLTF/ElhbX2J5zPzI9wJiSK+Lz8HWfYgmrW2jQ7VqC19legBk5Sbx9RxyVNyn434fQO+R+wDvgX55w4jdPa+SWgrLV2eaw7SWHW2tE4P77MAY7g/G//xfm8vsda28daG2dvEWvtK8BtOD06duO0Tr+C87n/NdDZWtskge+7a+JZj7AD57UVYW0C9o21dhFQBngc+BZnyIBgIh/3JtfjaAsUtdb+l5D9JoNVQHucISBW47TyP4PznnYO5z1uBk7r8GrWGTJDRES8wDjfD0VExFuMMVWJHL/vA2vt076MR0TEm1xjLUfMPLzQWtvBh+GIpGrGmF5E/hjQ21o73XfRiIiIpH5q0Ski4n0DPW7H1vJBRCS9etzj9iSfRSEiIiIi6Y4SnSIiycgY0yimmVo97h+A040ZnEHrv/NKYCIiqYAxpiiR74F/Ast8GI6IiIiIpDOadV1EJHlNA7IYY5YC23HGjwrEmRm2I85g/BEet5p9U0TSOWNMYyAbzpis/wNyuO4aYTWGkoiIiIgkIyU6RUSSXzGcWb5jEwz0tdaqNaeIZAQzgFLRyhZaa2f5IhgRERERSb+U6BQRSV5dgTZAc6AEcBNOS6azOJNvrAImWGv/8VmEIiK+EYIzA/gM4AMfxyIiIiIi6ZBmXRcREREREREREZE0T5MRiYiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeUp0ioiIiIiIiIiISJqnRKeIiIiIiIiIiIikeQG+DiC55M+f35YuXdrXYYiIiIjEa+vWrf9Zawv4Og5JPF1zioiISFqS0a47002is3Tp0mzZssXXYYiIiIjEyxhz2NcxyI3RNaeIiIikJRntulNd10VERERERERERCTNU6JTRERERERERERE0jwlOkVERERERERERCTNU6JTRERERERERERE0jwlOkVERERERERERCTNSzezrouIiIgkxaVLlxg8eDCPPvootWrV8nU4Il515coVjh07xtGjR7l48SIAxhjy5MlDiRIlKFq0KIGBgT6OUkRERCRuGSbReeHCBU6dOkVoaKivQ5F0LDAwkIIFC5IrVy5fhyIiIomwfv16evbsyYEDB1i3bh3btm0ja9asvg5LJMWcOHGCZcuW8eOPP7J+/Xr2798fZ30/Pz8qVqxInTp1qFu3Li1btuTmm2/2UrQiIiIiCZMhEp0XLlzgn3/+oVixYmTNmhVjjK9DknTIWktwcDDHjx8HULJTRCQNuHLlCq+88grvvPMO1loA9u7dy5w5c+jdu7ePoxNJXiEhIXz99dfMnDmTVatWER4enuBtw8PD2bNnD3v27GH69OkA3HbbbXTs2JGHH35YSU8RERFJFTJEovPUqVMUK1aMbNmy+ToUSceMMWTLlo1ixYpx4sQJJTpFRFK5H3/8kb59+7Jv3z53We7cuRk/fjw9evTwYWQiySskJITJkyfz1ltvcfLkyRjr+Pn5UaxYMUqUKEHevHkBJ7n533//cfToUf7+++/rttm5cyc7d+5kxIgR3HXXXfTv3582bdrg7++foo9HREREJDYZItEZGhqq7mfiNVmzZtUQCSIiqdiZM2cYOnQokydPjlLeokULPv30U0qUKOGjyESSl7WWWbNm8cILL3DixIko9xljaNy4Ma1bt6Zhw4bUrFmTzJkzx7qvoKAgtm3bxk8//cSaNWtYtWoVV69edd+/fPlyli9fTuXKlRk2bBhdu3ZVwlNERES8zkR000rratasabds2RLjfXv27KFy5cpejkgyMp1zIs4X7AsXLnD+/HkuXLjAhQsXuHjxIhcuXODSpUtcvXqV0NDQKH+ttfj5+V23ZMmShaxZs7qXbNmykT17dvLkyUO+fPnImzevftCSeF27do3JkyczbNgwzpw54y7PmTMnb775Jv3798fPz88rsRhjtlpra3rlYJKs4rrmTE0OHz7M448/zrJly6KUFylShIEDB/Lggw9SsmTJG97/xYsXWbp0KTNmzGDp0qVE/05RqVIl3nnnHe69914NGyUiIuJDGe26M0O06BQRkeR16dIlDh8+HGU5efIkp06d4p9//uHUqVNenwAuS5Ys5M2bl3z58rmTnwULFqRo0aLXLQULFlRLowzEWsuyZct44YUX+O2336Lc1759ez766COKFy/uo+hEkt/s2bPp168fly5dcpcVLlyYoUOH0q9fP7JkyZLkY+TMmZOuXbvStWtXDh48yMSJE5kwYYJ7xva9e/fStm1bWrVqxXvvvUeVKlWSfEwRERGR+CjRmUYMHz6cESNGuNeLFClCvXr1ePvttylbtmyC91O6dGm6dOnCmDFjUiLMFLN27VqaNm3Kb7/9xq233prg7Zo0aUL+/PmZN29erHXCw8N58sknmTdvHqdOneLVV1+ldOnS9O7dm4sXL5IjRw5OnTrFxx9/TK9evShdunQyPCKR1O/atWscOHCAvXv3smfPHvbu3cvevXv5888/OX36tK/Du05ISAgnT56Mdfw5T35+fhQuXJhixYpRunRpypQpE2UpVapUnF04Je346aefGDJkCOvWrYtSXqZMGd577z3at2/vo8hEkt+1a9d44YUXGDt2rLvMGMPAgQN5/fXXyZkzZ4oct0yZMowePZoXXniB999/n3HjxnHhwgUAVqxYQbVq1XjxxRd56aWXyJQpU4rEICIiIgJKdKYpuXPndnc/OnDgAMOGDaN58+bs2rWL7Nmz+zi6lFW9enU2bdqUqKRuQn3zzTd8/PHHTJ06lSpVqlC8eHEyZ87Mpk2b3BNYnTp1ihEjRtCkSRMlOiVdCgoKYufOnWzbto3t27ezbds2fv/99yjjr92I7NmzkzdvXnLlykWuXLnImTMnuXLlIkeOHGTKlIlMmTIRGBjo/uvn50d4eHiUJSwsjJCQEIKDgwkODiYoKIjg4GAuXbrEuXPnOHPmDGfOnElU69Hw8HBOnDjBiRMn+OWXX6673xhD0aJFKVOmDOXKlaNChQpUrFiRihUrUq5cOSVB04AffviB1157jZUrV0Ypz5YtGy+++CKDBg1KllZtkroZYz4F2gCnrLXX/VJqnD7V44B7gCCgl7V2m3ejTB5nz56lc+fOrFmzxl1WoUIFpk+fTr169bwSQ758+Rg5ciRPPvkkr7zyCpMnTyY8PJxr164xcuRIvv76a6ZNm0atWrW8Eo+IiIhkPF5PdGakC87kFhAQQN26dQGoW7cuJUuWpFGjRixZsoT77rvPx9GlrFy5crkfe3Lbu3cvefPm5ZFHHolSXqBAgRQ5noivWWs5dOgQGzZsYP369WzcuJFdu3YRHh6e4H0EBgZSsmRJSpUqRalSpShdujTFihWjUKFCFCpUiIIFC1KgQAH3jwUpzVpLUFAQZ8+e5cyZM5w9e5bTp0/zzz//uBOanst///0X7/6OHz/O8ePHWb9+fZT7/Pz8KF26tDvx6bkUKVJEY9H5UFhYGAsXLmTs2LFs2LAhyn0BAQH07duXYcOGUaRIER9FKD4wHfgImBnL/XcD5V1LHWCC62+acurUKVq1asWOHTvcZe3bt2fmzJnkypXL6/EUKFCACRMm0L9/f/r378/GjRsB2LVrF/Xq1WPkyJG88MILGkJEREREkp0vWnROJwNccHpDjRo1ADh06BAA//33H4MGDeK7774jODiY2rVrM2bMGGrWjHnM2cWLF9O2bVv++usvypQp4y4/ePAgZcuWZcGCBbRr187d/btTp0688sornDp1igYNGvDJJ59EGdMsIceP6DqfP39+xo0bR1BQEH369GHMmDEsXbqU5557jiNHjtC8eXOmTZtG3rx5gZi7rr/77rvMmTOHP/74gyxZslC7dm3ee+89ypUrl+DnsEmTJu7ujBHJiYMHD7J27Vp31/X//vuPqlWrAtC0aVP3tullIi9J/6y17N+/n5UrV7J27Vo2bNhw3ey7sSlevDiVKlVyL5UrV6ZChQoULVrUa5O2JIQxhuzZs5M9e/YEjbV45coV/v77b44ePcrBgwevW44dOxZr4jc8PJwDBw5w4MABli5dGuW+nDlzup+nypUrU6VKFSpXrkyZMmUICFAnipRy4sQJPvvsMyZNmsTBgwej3Ofn50f37t0ZPnx4oj4fJH2w1v5gjCkdR5X2wEzrfKj/ZIzJY4wpYq2NfwyMVOL48eO0aNGCvXv3ustGjhzJSy+95PP36dtuu40ffviB8ePHM3ToUIKCgggLC+Oll15i5cqVfPbZZxofV0RERJKV1791ZYQLTm+JSHAWLlwYgA4dOrB//37GjBlD/vz5eeedd2jatCnbt2+P8ctd69atKVq0KDNmzGD48OHu8unTp1OgQAHuueced9nmzZs5ceIE7777LsHBwTz99NP069ePJUuWuOsk9Phz5syhdu3aTJs2ja1bt/Lyyy8THh7ODz/8wKhRowgODmbgwIEMHTqUiRMnxvr4jx07xsCBAylVqhQXLlxg4sSJNGjQgD/++IPcuXMn6Dn8+OOPGTt2LPPmzXMPCxC9pU+RIkWYNWsWDzzwAOPHj6d69eoJ2reIL505c4bvv/+elStXsmLFCg4fPhxnfWMMFStWpHr16u7l9ttvd//YkN5kzpzZ3Rq1YcOG191/9epVjh49yoEDB/jjjz/4448/2LdvH/v27ePw4cOx/tBx8eJFfvnll+u6w2fKlIkKFSpclwCtUKGCuk/foCtXrrBo0SKmTZvGsmXLrktMBwQE8NBDDzF06FDKly/voyglDSgGHPVYP+Yq8+1154gRsGoVBAY6S0BAjH8vX73K6kWLeOzCBa4B14C727almrXw1luQJQtkzQrZssX81/N2jhxO/WTm7+/PU089Rdu2bXnwwQfdrTvXrl1L9erV+fLLL6P8kCwiIiKSFKmxeUnqvOBMJa5duwY4Y3Q+8cQT5MyZkxYtWrBs2TI2bNjA2rVrady4MQDNmjWjdOnSvPPOO0yaNOm6ffn7+9OrVy9mzJjBq6++ijEGay0zZszgoYceitL66MKFCyxevNid9Pj777959tlnCQ4OJmvWrIk6fpYsWfjqq6/w9/endevWLFy4kA8//JA///zT3bJ0x44dzJgxI85E53vvvee+HRYWRsuWLSlYsCALFy7k4YcfTtDzGTEmp+ewANFlzpyZ2267zV0/pbrQiyTVn3/+ycKFC1m4cCEbN26Msyt6zpw5qVevHg0aNKBBgwbUrl07xSapSJXCwyEszFmuXYu87VrPFBZG2YAAypYtS8tSpaBZM/f9IZcucezIEY4cOuQshw9z7MgRjh45QtDlyxjAD6L+vXoV8/vvXP79d7YB2133+RtD4YIFKV6sGCWLF6dY0aIUd80Mny1zZrDWiTWhf8G5HdPfuO5LI9uEhYVx9OhR/vzzT/bs3k1ISAiNgSauXRicz5hq1apxx+23kyNHDpg0KepxPMVWPnq0k0ySjCCmsSauOzGMMf2AfgAlS5ZM6Zige3do2hRCQ533qBj+Bp0/z9jRo/nnwgUCgMx+fjzYrRtVK1Vy6gUFwb//QnCwczumv563L14EPz/Ikwdy53b+Rl/y54dChaIuBQo4idd4lClThnXr1jFq1Chee+01wsPD+ffff2nZsiVvv/02zz77rIb+EBERkSRLjYnOBF1wQtIuOlPDhVRiuz6fPn2aQI8vXiVLluTLL7+kSJEifPLJJxQoUMCdZARnEpA2bdpcN76cp0ceeYQ33njD3TV8zZo1HD58mN69e0epV6tWrSgtu6pUqQI43aXKlSvHzz//nODjN2nSJMqYTOXKlePMmTNRus+XK1eOf//9l6tXr8Y6O+dPP/3EsGHD2LZtG2fOnHGX//HHH7E+XpH0xFrLzz//zIIFC1i4cCF79uyJtW6OHDlo2rQpLVq04M4776Rq1aopNzZaWNj1X6CjL57lISHOl/KrV+NfElIvNPS6xOV16wD+/s6Xc3//yCUB61n8/Snn50c5f38wxkkM5M2LvekmQkNDuRwSQlBQEJeCg7l8+TIXL18m5OpVwoFwnA80919rsf/8Q/g//2C3beMf4G/X/VmyZiVn7tzkzp2bXHnzkjtPHvLkzUuWrFkxnsf2/Bvx2Rbb37ju88Y2ccUYyzZBQUHs++MP9uzZwx9//knIlStA5IVBxN+bb76ZWrVqUfW222L+3Ijtcz8VXA+ITx0DSnisFweuG9vDWjsZmAxQs2bNlB+7pkIFZ4nFlStXuLd1a9YePw44LZi/+eYbqrZte+PHtNZ5Pz5/Hs6du345exZOnoRff4V//oFTp5y/Z886Cc9SpaBkSedvqVJw881QuTIUL+5+nQUEBDBixAiaNWtG165dOXXqFGFhYQwaNIht27YxZcoUtXIXERGRJEmNic4EXXCCDy46fSx37tysWrUKYwyFCxemaNGi7oTtyZMnKVSo0HXbFCpUKEoSMLqbb76ZJk2aMG3aNJo2bcq0adOoXbs2t9xyS5R6efLkibIe8SUyJCQk0cePaV8xlVlrY010HjlyhFatWlG7dm0mTZpE0aJFyZQpE/fee687JpH06rfffmP27NnMmTPnuvEIIxhjqF27Nq1ataJly5bUrVs3yg8l17EWLlyAM2ec5exZ5++FC04rn4Qsly87ictr167vGhnXeubMzpIpk7Pkzu38DQyMLPNcYiuPuC8gIGqCMqbkZQqMW2eATK4leof/c+fOsXfvXvbs2eNedu/ezcGDB2P/0SsiEfz331GK8+bN6+76XrliRXd3+JIlS/p8PL7kcOLECTZs2MDGjRvZsGEDW7dujbV1csmSJenVqxc9e/bk5ptv9nKkkk58Cww0xszBGRP+fGofLslaS69evVi7dq27bMqUKbRNSpITnGRkxPuza1ikBAkNhePH4fBhOHLE+bt1K8ydC3v2wKVLUKmSk/SsXBmqV6dx7dps27aNLl268NNPPwEwa9YsDh06xPz58zUhpIiIiNyw1JjoTHMXnN4SEBAQ68RCRYoU4dSpU9eV//PPP+TLly/O/fbp04e+ffvy5ptv8s033/Duu+8mOrakHP9GLFu2jKCgIBYuXEj27NkBp1t/XEldkbTs0KFDzJo1i9mzZ7Nr164Y62TNmpWWLVvSvn172rRsSUFrnSTZP//A9OmRLXAikpmeSc2zZ53EY758kDdv5N/cuZ1x23LmdLoslinj3I5pyZ7d2UemTGolF02ePHmoW7fudUNfBAcH84ertaJnAvSPP/4gNDQ0xn2dPXuWDRs2XDereNasWSldujSlS5emTJky7tsRS/78+VNFb4YIYWFhHDhwwP2Yd+7cycaNG+MdT7ZUqVK0bduWjh070qRJk3SR3JWUY4yZjTO6QX5jzDHgVSAQwFo7EVgC3APsB4KA3jHvKfWImIwxwhtvvEHPnj19F1BgIJQu7SwxOXsW9u51lt27nbFDt26lWOHCrK9Zk7nG8O6mTWwHNmzYQN26dVmyZAkVK1b04oMQERGR9MLric7UcsGZ3mbMrlOnDq+++io//PADd955JwBBQUEsXryYjh07xrltp06dGDBgAPfffz/h4eHcf//9Xj3+jQgODsbPzy/KOKJz5851j2Ga3KK3YBXxhpCQEObPn8/UqVP5/vvv3eXZcZq9lwQqZs1Ki/Lluf2mmygWFob/vn0waJDTNbxgQadVTsQ4aoULQ9myUKuWk8j0XPLk0ZiEPpA1a1aqVatGtWrVopRfu3bNnQT0TIDu3buXS5cuxbiv4OBgd92YZMuWjeLFi1OkSBEKFy5MkSJF3Ldvuukm8uXLR968ed1LbMOGJERoaCgXL17k9OnTHD9+nBMnTnD8+HH3EjG50xVXN/S4GGOoV68ebdu2pU2bNtxyyy2pKmErqZu1tns891tggJfCSbJ169YxZMgQ9/rjjz8eZT1VypsX6tVzlghhYbBnD/6bN3P/5s20PHAA/vmHFcCyAwfo1KABn69cyR133OGzsEVERCRt8sWs6+nqgjO1uOuuu2jQoAHdunXjrbfe4qabbmLMmDEEBwfz3HPPxbltlixZ3DOKd+/e/bpu5Cl9/BvRrFkzwsLC6N27N48++ii7du1izJgxNxR7QpQsWZKsWbMyY8YMcufOTWBgYKyta0WS6tdff2X2Rx/x69y5FL54kWbA40A5nORmFuBszpwE3nwzN91+O/5lyjjjopUoAcWKOUnNvHnVqjINCwgIoEKFClSoUIH27du7y621HDt27LoE6J49e/jvv//i3GdQUJB7BvmEyJo1q3vJkiWL+7afnx/WWsLDwwkPD8e6Jgm6dOkSFy5c4OLFiwlKYMZ13Dp16lC/fn0aNGhA3bp1U6RngEhac+LECbp160ZYWBgA9erVY9y4cWkz8e/vD7feCrfeinn0UfJPnszyKVNYP2AA7a5eZdzp0xypWZPDDz9MqRdecLq+i4iIiCRAauy6Ljdo/vz5DBo0iGeeeYaQkBBq167N6tWrKVeuXLzbdujQgfHjx/PII4/45PiJVbVqVaZNm8aIESOYP38+1apV46uvvqJbt27JfixwksGffPIJI0aMoHHjxoSGhqa7VsHiA9bCiROwYwfXtm/nyPLlXN6+nRKXLjEU+MO17APmAQXq1aNJz57c1aMHxTLSDOniZoyhRIkSlChRglatWkW57+zZsxw+fJhDhw5dtxw8eJALFy4k6ljBwcEEBwcnZ/jXKVq0KJUrV3aPOVqrVi2qVasW93iyIhlQWFgY3bt3559//gGgQIECzJ07N0ktr1Obu/r0Idctt3DPPfdw6dw56oaH0/Wzz+j77bdkKVkSHn7YWW66ydehioiISCpm0kuypmbNmnbLli0x3rdnzx4qV67s5YjSlueff54vv/ySgwcParyzZKBzTq5jLezfD5s3O5M07NgBO3YQ5ufHoVy5WPH33/wSFORObv7r2qx06dI88sgj9OrVixIlSsRxAJHYWWs5d+4cJ06c4OTJk1GWv//+m7Nnz3LmzBn333PnzsU6AVBC+Pn5kTNnTvLkyUOxYsXcS9GiRSlWrBhlypShcuXKKdYKPy0wxmy11qprQBoU1zVnSnn33XcZPHgw4Ly+Vq5cSbNmzbwag7fs3LmTVq1auZO6mfz9WfbiizQ9eBAWLYJ77oGnnoJoYx6LiIhIzDLadadadGZw+/btY/fu3UyYMIFXX31VSU6R5HL+PGzcCD/95CQ3f/7ZmbCnTh2oWZO/KlRgbN68fLJoEaHRuhwHBgZyf+fO9OnTh6ZNm+p1KUlmjHGPvXnLLbfEWz88PJygoCCCg4MJCQmJ8jc8PBw/Pz+MMfj5+bmX7NmzkytXLnLmzEnWrFnTZndakVRo9+7dvPTSS+71l156Kd0mOQFuu+021q9fT8uWLTl06BBXw8Jo/tprTJo0ib4ffAAzZ0KPHlC0KAweDO3agT4nRURExEWJzgzuscceY/PmzbRr146nnnrK1+GIpF0XL8L69bB2LaxZA3v2QM2azuQL/fvD9OnYQoVYs2YNo0ePZsWKFdftokiRIvTv35++fftSuHBh7z8GERc/Pz9y5MhBjhw5fB2KSIZ27do1evbs6R739o477uDll1/2cVQpr1y5cu5k5549e7DW0q9fP0JDQ3ni6adhwACYPx9eew1GjIBRo+DeezU2tYiIiCjRmdGtXbvW1yGIpE3Wwm+/weLF8N13Tlf0WrWgSRMYMwZq14YsWQBnbLX58+czevRoYuru2KBBA5588kk6deqksQlFRMTN83MjU6ZMzJw5M12NyxmXYsWK8cMPP3D33Xe7n4MBAwaQOXNmHn30UbjvPujSBRYuhKFD4fXXYdw45/NXREREMiwlOkVEEiokBFavdhKb330HAQHQpg288grceSdkzRqlelhYGHPmzGHUqFHs27cvyn1+fn506dKF5557jpo1M8xwKSIikkAHDhxg1KhR7vVRo0Zx6623+jAi78ufPz/ff/89rVq1YvPmzQD07duXzJkz8+CDDzotODt0cLqvf/aZc7t1a3jzTShUyKexi4iIiG9oQBsRkbhcuwYrV0Lv3s54YG++CaVLw/Ll8Ndf8MEHcNddUZKcYWFhfPHFF9xyyy08+OCDUZKcmTNn5vHHH2ffvn18+eWXSnKKiMh1rLU89dRT7i7rNWrUYNCgQT6Oyjdy5crFsmXLqF69OuA8Nz179mTu3LmRlfz8oGdP2LvXmZX9ttucxGc6mXRVREREEk4tOkVEorPWmUToiy/gq6+gRAln4oPXXoNixWLdLCwsjK+++oqRI0eyZ8+eKPflzp2bgQMH8uSTT1JIrUxERCQOixYtYvHixYAzmdiECRPw9/f3cVS+kydPHlasWEHTpk357bffCA8Pp0ePHmTKlIkOHTpEVsyVC955x/nM7t0bvvwSJk2K87NbRERE0he16BQRiXD+PIwf77QE6dULChaEH3+EX36BZ5+N9YuStZalS5dSvXp1unfvHiXJmStXLl599VUOHTrEa6+9piSniIjEKSgoKMoEkX379qVWrVo+jCh1uOmmm1i1ahWVKlUCnB8Xu3btypIlS66vfMcd8PPPzqSANWrA0qVejlZERER8RYlOEZFt26BfP6dL+rp1Tnf0vXth2DAoXz7OTX/55ReaNWvGPffcw86dO93lOXPmZNiwYRw6dIjhw4eTJ0+elH0MIiKSLrz55pscPnwYcJJ7b7zxho8jSj0KFizI999/T7ly5QAIDQ2lc+fObNy48frKmTLB8OEwd67zGT90qDMcjYiIiKRrSnSKSMZkLSxaBPXrO5MXlCwJu3c7X4iaNnUmOIjDn3/+SdeuXalduzZr1651l2fPnp2XXnqJQ4cOMXLkSPLmzZuyj0NERNKNS5cuMWHCBPf6W2+9xU033eTDiFKfokWLsnr1akqXLg1ASEgIbdq0Yffu3TFvcOedzg+a27Y5ExWdPeu9YEVERMTrlOgUkYwlLAzmzIHbb3dabD7zDBw8CC+/DEWKxLv52bNnefbZZ6lSpQpfffWVuzwgIIAnnniC/fv389prr5EvX76UewwiIpIu5ciRg19//ZWuXbtSp04dHnnkEV+HlCqVKFGClStXUrBgQcD5bL7rrrs4duxYzBsUKACLF0PVqlCvHuzf78VoRURExJuU6EyDpk+fTp06dciePTu5cuWicePGfPvttwnadvjw4eTPnz/Rx+zVq1eKzQ59ozGJJMrVqzB1KlSqBB9+6Myevn07dO0KCZjgISwsjIkTJ1K+fHnef/99rnl0f7vvvvvYvXs348ePp3Dhwin5KEREJJ0rXrw4X375Jd9//z1+frpUj025cuVYsmQJOXLkAODYsWO0bt2as7G12AwIgPfec8bcbtgQYuruLiIiImmerp7SmP79+9OnTx/q1KnDggUL+PLLLyldujTt27dn9OjR8W7fp08fli9fnujjDhs2jOnTp99AxCI+Zi188w3ccosz++rUqbB+PdxzT7zd0yOsXr2aO+64g/79+3P69Gl3+Z133snmzZuZO3cu5eMZy1NERCQxsmfP7usQUr0aNWrwzTffEBgYCMCuXbto164dwcHBsW/02GMwfbozbM2qVV6JU0RERLwnwNcBSMItWLCAiRMnMmHCBB5//HF3+d13303hwoV58cUXadmyJdWrV79u29DQUPz8/ChevDjFixdP9LHLli2bpNhFfGLzZhg0CC5ehI8/hpYtE7X50aNHefbZZ/n666+jlJcqVYoxY8bQuXNnTAKTpSIiIpL8WrZsyYwZM+jRowcA69evp0ePHnz11VcEBMTyVad1a/j6a+jcGSZPdpKeIiIiki6oRWcaMm7cOMqVK0ffvn2vu+/FF18kZ86cfPTRRwA0adKELl26MHnyZMqWLUuWLFk4ceJEjN3Ed+7cSf369cmSJQu33HILS5YsoWbNmvTq1ctdJ3rX9enTp2OM4bfffqNly5Zkz56dSpUq8c0330TZ9+LFi2nZsiUFCxYkV65c1K1blxUrViTjsyISg4MH4f77nS8wjz7qTECQiCRnaGgo7777LpUrV46S5MyWLRuvvfYae/bsoUuXLkpyioiIpALdu3dn7Nix7vUFCxbw9NNPY62NfaNGjWDZMnj8cafnh4iIiKQLSnSmEdeuXWPTpk20bdsW/xjGE8ydOzdNmzblhx9+cJdt2LCBCRMmMHr0aBYtWkTu3Lmv2y4oKIi77rqL4OBgZs+ezcsvv8yzzz7LkSNHEhRXjx49aNeuHfPnz6d8+fLcf//9UQaCP3jwIG3btuWzzz7j66+/pn79+tx9991s2LDhBp4FkXiEhsLrr0PNmlClCuzbB717J2gMzggbNmygRo0aDB48mMuXL7vLH3jgAf744w9eeuklsmbNmhLRi4iIyA169tlnGTx4sHv9448/Zty4cXFvVL06LF0K/fs7f0VERCTNU9f1NOK///7jypUrlCpVKtY6pUqVYtmyZe71c+fOsX379jgnR5k2bRqnT59my5YtFCtWDHC6qdepUydBcT377LPuGUFr1KhBoUKF+O6779xd6wcOHOiuGx4eTtOmTdm1axdTp06lQYMGCTqGSIJs2eK03ixa1GnBGcdrJSanT5/m+eef59NPP41SfssttzBhwgQaNWqUnNGKiIhIMhs9ejTHjh1jzpw5APzvf/+jbNmytG3bNvaN7rgDFiyAdu3gq6+gSROvxCoiIiIpI2O36DTGd4sX1KhRI94ZoH/55Rdq1KjhTnIC1K5dm0KFCiXoGK1atXLfvummmyhYsGCUFp3Hjh2jZ8+eFCtWjICAAAIDA1mxYgV//PFHIh+NSCyCgmDwYLj3XnjuOViyJFFJTmstX375JZUrV46S5MyWLRtvv/0227dvV5JTREQkDfDz82PatGnUq1cPcD7ju3fvzvbt2+PesF49mDsX7rsPduzwQqQiIiKSUjJ2otNa3y2JlD9/fjJnzszhw4djrXP48OEoCcuEJCv//vtvChQocF15TGUxyZMnT5T1TJkyERISAjgtONu1a8fGjRsZOXIka9as4ZdffuHuu+921xFJkjVroGpVOHECfv8dHnwwUT8kHDt2jPbt23P//ffz77//uss7dOjAnj17eO6559wzuYqIiEjqlyVLFhYuXEiZMmUAuHz5Mm3atOH48eNxb9i0KXz0EbRtC/HVFRERkVQrYyc605CAgADq1avH4sWLCQ8Pv+7+CxcusHbtWu688053WUImSilcuHCUBE+EmMoSa//+/Wzfvp0PP/yQRx99lMaNG1OzZk2Cg4OTvG/J4K5eheefdxKb48bBF19AApPz4CThJ02axC233MKiRYvc5cWLF+fbb79l/vz5lCxZMiUiFxERkRRWoEABFi9e7B6f/sSJE7Rt25ZLly7FvWG3bvDEE9CmDcRXV0RERFIlJTrTkKeffpo//viDKVOmXHffW2+9xYULF6KMiZkQtWrVYsuWLVF+5f7555/5559/khxvREIzc+bM7rLDhw9rIiJJmj/+cLqY7d0Lv/7qfBlJhL/++otmzZrx+OOPc+HCBXd5//792bVrV9zjeImISJpijGltjNlnjNlvjBkSw/25jTGLjDE7jDG7jDG9fRGnJL/KlSvz9ddfExDgTEmwfft2evToQVhYWNwbvvCCM6lhjx4QQ+MCERERSd18kujUReeN6dChA48//jgDBgzgmWeeYdWqVSxbtozevXvz5ptv8vrrr1O9evVE7bN3797kz5+fNm3asGDBAmbPns2DDz5IgQIF8PNL2ulRqVIlihcvzqBBg1i8eDFz5syhVatWUbrXiyTKV19Bw4bOpEMLFyaqFae1lokTJ1KtWjXWrVvnLq9QoQLr1q3j448/JleuXCkRtYiI+IAxxh8YD9wNVAG6G2OqRKs2ANhtra0GNAHeNcZk8mqgkmKaN2/OhAkT3OuLFi3ipZdeinsjY+Djj+HsWXjttRSOUERERJKb1xOduuhMmo8//phPPvmETZs20b59e+677z4OHDjAwoULGTLkupxxvLJly8ayZcvImjUr3bp1Y/jw4bz99tvkyZMnyUmfzJkz88033xAQEECXLl0YNmwYQ4cOpXHjxknar2RAV6/CM884rSyWLnW6lSViLM6jR49y11130b9/fy5fvgyAv78/Q4cOZceOHVGGfBARkXSjNrDfWnvAWnsVmAO0j1bHAjmNM95PDuAMcM27YUpK6tOnD88//7x7ffTo0cyePTvujQIDncmJJk92rjtEREQkzTD2BibGSdIBjakHDLfW3uVaHwpgrX3To85QoAROwrM0sBKoYK2Ntf9IzZo17ZYtW2K8b8+ePVSuXDm5HkK6d/DgQSpUqMDkyZPp3VuNaW+Ezrlk9O+/0Lkz5M4NM2dC3rwJ3tRay2effcZTTz3F+fPn3eVVqlRh5syZ1KhRIyUiFhGJlzFmq7W2pq/jSM+MMV2A1tbaPq71h4A61tqBHnVyAt8ClYCcQDdr7eK49hvXNaekTmFhYbRv357Fi51/bZYsWVi/fn381wEbNkCnTrBpE9x8sxciFRERSX4Z7brTF13XiwFHPdaPuco8fQRUBk4AvwFPx5XklKR58803mTFjBmvXrmXmzJncc889FChQgM6dO/s6NMnoduyA2rWhcWOnq3oikpz//fcfnTp1omfPnu4kpzGG5557jq1btyrJKSKS/sXU9D/6L/x3Ab8CRYHbgY+MMdd1aTHG9DPGbDHGbEmOCRvFu/z9/Zk1axYVK1YEICQkhA4dOsQ/Jn2DBvDyy9C1q9O7RERERFI9XyQ6ddGZyhhjGDFiBK1bt+bJJ5+kbNmyrF69WuMVim99+y20bAlvvQWjRkEixoz9/vvvue2221iwYIG7rGzZsvz444+8/fbbZMmSJQUCFhGRVOYYTg+hCMVxfkT31Bv4xjr2AwdxWndGYa2dbK2taa2tWSAR40NL6pE7d24WLlzonon92LFjdOnShavxJTAHDoSiRWHYMC9EKSIiIknli0SnLjpTmSFDhnDgwAFCQkI4f/483333HZUqXfd0i3jPRx/B44/D4sXQrVuCN7t69SpDhgyhZcuWnDx50l3+xBNPsGPHDho0aJAS0YqISOr0C1DeGFPGNdb7/Tjd1D0dAZoDGGMKARWBA16NUrymYsWKzJ49G+Ma53v9+vU89dRTcW9kDHz6KcyaBatWeSFKERERSQpfJDp10SkiMQsPh8GDYfx4Z1ysWrUSvOmff/5JgwYNGD16NBFjDxcoUIDvvvuO8ePHkz179pSKWkREUiFr7TVgILAc2APMtdbuMsY8box53FVtFFDfGPMb8D3wgrX2P99ELN5w991389Zbb7nXJ02axMSJE+PeKH9+mD4devZ0xg4XERGRVCvA2we01l4zxkRcdPoDn0ZcdLrun4hz0TndddFpSIaLTmut+9dbkZTk7Qm+0o3QUHjkETh40Ely5suXoM2stcyYMYOBAwe6Z1QHaNWqFTNmzKBw4cIpFbGIiKRy1tolwJJoZRM9bp8AWnk7LvGt5557jl9//dU9+/qTTz5JlSpVuPPOO2PfqEUL6N4dnngCvvrKS5GKiIhIYvmiRSfW2iXW2grW2rLW2tddZRMjLjyttSesta2stVWttbdaaz9PyvECAwMJDg5OjtBF4hUcHExgYKCvw0hbgoOdmdVPn4YVKxKc5Dx37hzdu3end+/e7iRnYGAgY8eOZenSpUpyioiIyHWMMUyZMoXq1asDcO3aNbp06cLhw4fj3vC11+D335XoFBERScV8kuj0toIFC3L8+HGCgoLU2k5SjLWWoKAgjh8/TsGCBX0dTtpx+TLccw/kyAELFkC2bAnabNOmTVSrVo0vv/zSXVaxYkU2b97Ms88+i18iJi8SERGRjCVbtmzMnz/ffc3277//0qFDB4KCgmLfKEsWmDYNnnxSXdhFRERSKa93XfeFiNnDT5w4QWhoqI+jkfQsMDCQQoUKacb6hAoKgjZtoEwZmDIlQTOrW2sZN24czz33HNeuXXOX9+vXj7Fjx2osThEREUmQkiVL8vXXX9OsWTNCQ0P59ddfefTRR/niiy9iH/Kqbl146CFnNnaPH1tFREQkdcgQiU5wkp1KPomkIsHB0K4dlCwJn3ySoCTn+fPnefTRR/n666/dZXnz5uWTTz6hc+fOKRmtiIiIpEMNGzbko48+4rHHHgNgzpw51K1bl6effjr2jUaOhNtvd3qidOjgjTBFREQkgdS3U0S8LzgY2reHwoXh00/B3z/eTX799Vdq1qwZJclZq1Yttm/friSniIiI3LB+/fq5E50AgwcP5scff4x9g6xZYdIkeOopuHjRCxGKiIhIQinRKSLeFRICnTrBTTfB9OnxJjmttUydOpV69eqxf/9+d/nAgQP58ccfKVWqVAoHLCIiIunduHHjqF27NuBMTtS1a1dOnjwZ+wZNmkCzZjB8uFfiExERkYRRolNEvOfKFWd29Zw54bPPICDu0TOCgoLo3bs3ffr0ISQkBIAcOXIwZ84cPvzwQzJnzuyNqEVERCSdy5w5M/PmzSN//vwA/P3339x3331xj+//zjvw+efw66/eCVJERETipUSniHhHWBj06OHMWDprVrxJzn379lGnTh1mzJjhLrv11lvZsmUL3bp1S+loRUREJIMpUaIEc+bMwc81bviGDRt47rnnYt+gQAF44w147DEID/dSlCIiIhIXJTpFJOVZC08/DWfPwhdfQGBgnNW//fZbatWqxe+//+4u69mzJ5s3b6ZixYopHa2IiIhkUM2bN+eNN95wr48bN47Zs2fHvkHv3s6Pt9OmeSE6ERERiY8SnSKS8t5+G374AebPhzi6m4eHhzN8+HDat2/PRdfg/pkzZ2bKlClMmzaNbNmyeStiERERyaCef/55Onbs6F7v06cPv/32W8yV/fzggw/g5Zfh/HkvRSgiIiKxUaJTRFLWZ5/Bxx/D0qWQO3es1S5cuEDHjh0ZMWKEu6x06dJs2rSJRx99FGOMN6IVERGRDM4Yw/Tp06lQoQLgjBneqVMnzseWyKxRA+65B0aO9GKUIiIiEhMlOkUk5axcCYMHO0nOYsVirRYxHue3337rLmvevDlbtmzhjjvu8EakIiIiIm65cuVi/vz5ZM+eHYD9+/fz8MMPEx7bWJxvvAEzZsC+fV6MUkRERKJTolNEUsb27fDAAzBvHlSpEmu1RYsWUbt2bfbu3esuGzx4MMuWLeOmm27yRqQiIiIi16lSpQqffvqpe/3bb7/lrbfeirlyoUIwdCg8+6yXohMREZGYKNEpIsnvyBFo0wYmTIBGjWKsEh4ezqhRo2jXrh0XLlwAIGvWrMyaNYt33nmHgHhmZRcRERFJaV27duV///ufe/3ll19mxYoVMVd+8kn44w/4/nsvRSciIiLRKdEpIskrKAg6dHBaNHTuHGOVixcv0qVLF1555RV3WalSpdiwYQM9evTwUqAiIiIi8Xvrrbe48847AbDW0r17dw4dOnR9xUyZ4PXX4YUXILYu7iIiIpKilOgUkeRjLTzyCNx6KwwaFGOVQ4cOUb9+febPn+8ua9asmcbjFBERkVQpMDCQuXPnUrRoUQDOnDlDly5dCAkJub7yffc5f+fN82KEIiIiEkGJThFJPm+9BQcOwKRJEMMs6Rs2bKB27dr8/vvv7rJnn32W5cuXkz9/fm9GKiIiIpJghQoV4quvvnIPrbN161YGDhx4fUU/Pxg9Gl58EUJDvRyliIiIKNEpIsnju+/go49g/nzImvW6u2fOnEmzZs34999/AciUKRPTp09n7NixGo9TREREUr369evz3nvvudenTp3KlClTrq/YvDmUKweTJ3sxOhEREQElOkUkOezZ43RZ//prKFYsyl3h4eEMHTqUnj17cvXqVQAKFCjA6tWr6dmzpy+iFREREbkhAwYM4MEHH3SvDxw4kK1bt15f8a234LXX4OJFL0YnIiIiSnSKSNKcPQvt2zvdtOrWjXLXpUuX6Ny5M2+99Za77NZbb+Xnn3+mQYMG3o5UREREJEmMMUyaNImqVasCcOXKFTp37szp06ejVrz9dqdl59ix3g9SREQkA1OiU0RuXFgY9OgB99wDvXtHuevIkSM0bNiQBQsWuMvuvfdeNmzYQOnSpb0bp4iIiEgyyZYtG19//TW5cuUC4PDhwzz44IOEhYVFrThqFHz4Ifzzjw+iFBERyZiU6BSRG/fGGxAUBGPGRCn+6aefqF27Njt27HCXDRo0iIULF7q/FIiIiIikVeXLl2fmzJnu9WXLljFq1KiolcqUgYcecrqwi4iIiFco0SkiN+b772HCBJg9GzwmE5o3bx5NmjThH1frhYCAAKZMmcKYMWPw9/f3VbQiIiIiyap9+/YMGTLEvT5y5EiWLl0atdJLLznXSn/95eXoREREMiafJDqNMa2NMfuMMfuNMUNiqdPEGPOrMWaXMWadt2MUkTicPOm0UPjsMyhaFABrLe+++y5du3blypUrAOTLl49Vq1bx6KOP+jJaERHJoHTNKSlt1KhRNGvWDHCuhR544AEOHjwYWSF/fnjmGXjlFd8EKCIiksF4PdFpjPEHxgN3A1WA7saYKtHq5AE+BtpZa28B7vN2nCISi2vXoHt3ePxxZ5B94Nq1awwcOJDBgwdjrQWgQoUKbN68mcaNG/syWhERyaB0zSneEBAQwOzZsylWrBgAZ8+epUuXLoSEhERWevppWLUK9uzxUZQiIiIZhy9adNYG9ltrD1hrrwJzgPbR6vQAvrHWHgGw1p7ycowiEptXX4VMmZyuWDgzq3fs2JGPP/7YXaVhw4Zs3LiRcuXK+SpKERERXXOKVxQsWJB58+YRGBgIwLZt2xg4cGBkhZw54X//g5EjfRShiIhIxuGLRGcx4KjH+jFXmacKQF5jzFpjzFZjzMMx7cgY088Ys8UYs+Xff/9NoXBFxG3pUpg5Ez7/HPz9OXnyJI0bN+a7775zV+nWrRsrV67kpptu8mGgIiIiyXfNKRKfunXr8v7777vXp06dypQpUyIrDBgAa9bArl3eD05ERCQD8UWi08RQZqOtBwA1gHuBu4BhxpgK121k7WRrbU1rbc0CBQokf6QiEunoUejd2xlQv2BBdu3aRd26ddm2bZu7ypAhQ/jiiy/IkiWLDwMVEREBkvGaUz+uS0L079+fBx980L0+cOBAtm7d6qzkyAGDB8OIET6KTkREJGPwRaLzGFDCY704cCKGOsustZettf8BPwDVvBSfiER37Rr06AHPPgsNG7J69WoaNGjAkSNHAPD392fSpEm8+eab+Pn5ZI4zERGR6JLtmlM/rktCGGOYNGkSVatWBeDKlSt07tyZ06dPOxX694cff4SdO30YpYiISPrmi4zEL0B5Y0wZY0wm4H7g22h1FgKNjDEBxphsQB1Ao3eL+Mrrr0OWLPDcc8ycOZPWrVtz/vx5AHLkyMGiRYvo16+fj4MUERGJQtec4nXZsmXj66+/JleuXAAcPnyYBx98kLCwMMieHZ5/Xq06RUREUpDXE53W2mvAQGA5zoXkXGvtLmPM48aYx1119gDLgJ3Az8AUa+3v3o5VRIANG2DCBOyMGYwYNYqePXsSGhoKQNGiRfnxxx+5++67fRykiIhIVLrmFF8pX748M2fOdK8vW7aMUaNGOSuPPw6bNsGvv/omOBERkXTOWBt9qKK0qWbNmnbLli2+DkMkfTl3Dm6/ndCxY+n77bfMmDHDfVfVqlVZvHgxJUqUiH17ERGJkTFmq7W2pq/jkMTTNack1Isvvsibb74JON3aFy9e7Pw4/MEHsHo1LFjg2wBFRCRDyGjXnUlu0WmMudkYM8IY87IxplByBCUiqYC18PjjXL3rLtpOnhwlydmyZUt+/PFHJTlFREREYjFq1CiaN28OgLWWBx54gIMHD0K/frBlC0RMVCQiIiLJJjm6rk8ERgNTgEnJsD8RSQ1mzODajh202LaN5cuXu4t79+7N4sWLyZ07tw+DExEREUnd/P39mT17NsWLFwfg7NmzdOnShRCAIUNg+HBfhiciIpIuJUeiMwcQCOQGTDLsT0R87c8/CRs0iE4hIfzo0T3vlVdeYerUqQQGBvowOBERyYjUi0jSogIFCjBv3jz3tdO2bdsYOHAg9OnjjNP5yy++DVBERCSdSY5E50BgM86slY8nw/5ExJeuXiWoY0deCQtj0aFDgDOu1Pjx4xkxYgTG6PcMERHxCfUikjSpTp06vP/+++71qVOnMuXzz2HoUBg50neBiYiIpEPJkegcBgwA/gcMT4b9iYgPHe3blx/37eON8+cByJQpE19++SVPPPGEjyMTEZEMTr2IJM3q378/Dz74oHt94MCBbLvjDqdVpya3EhERSTbJkejMZ639HlgOlE2G/YmIj6x/+20CZs7k4WvXAMiZMydLly7lvvvu83FkIiIi6kUkaZcxhkmTJlG1alUArly5Qqfu3bn05JMwYoSPoxMREUk/kiPR+b4xZizwLvBKMuxPRHzgswkTKPzCC/QHTgEFCxZk7dq1NGvWzNehiYiIgHoRSRqXLVs2vvnmG/eEjocPH6bHqlXY7ds1A7uIiEgySXKi01o731r7P2vtM9bajckRlIh4j7WW0aNHE/zEE/yA00zm5ptvZsOGDVSvXt3X4YmIiERQLyJJ88qVK8fMmTPd64tWrmTRLbeoVaeIiEgySXCi0xiT2RjzuDHmPWPMMGNMR2OMLjJF0rDw8HAGDRrE+iFDaAk8A1SrVo0NGzZQrlw5H0cnIiIShXoRSbrQrl07XnzxRfd61xUrCNqwQa06RUREkkFAIup+AXQAfgeyA6UBY4y5DOwCdlhrNV6SSBpx9epVHnnkEVbMmsUOoCtQvXFjFi5c6O5SJSIiklpYa+cD830dh0hyGDlyJNu2bWPZsmVcAYZdusSrgweTa80aX4cmIiKSpiWm63or4ElrbTVrbTkgJ1APZ5ykX4BKKRCfiKSAy5cv065dO2bNmsVkYAZQsFMnli1bpiSniIj4nDGmvTFmsDGmlzGmljEmq69jEklO/v7+fPHFF5Qt63SQG3/1KkE//siFtWt9G5iIiEgal5gWnUeAgxEr1tpg4GfXIiJpxOnTp7n33nvZvHkzvXGaZq989FHmTpqEv7+/j6MTEZGMzhgzGXgU+BvIA2QFwowxB4CdOL2IXvNdhCLJI2/evCxYsIC6dety+fJlXg8Lo0fXrtQ+eVLXZCIiIjcoMS063wKeSKlARCTlHTlyhIYNG7J582bKAKOBDY8/zkeffKILahERSS26Aq9Ya4tZa7MD5YFuwGzAH+jpy+BEktOtt97KjBkzAPgEKPnvv3zcp49vgxIREUnDEpzotNZ+Bhwyxqw0xjQzxgSmYFwiksx27dpF/fr12bt3L37ATGBfx44MmDABY4yvwxMREYlwCfgpYsVa+5e19htr7XBrbSdrbXkfxiaS7Dp37sxLL73EFZwfoUtMn87cuXN9HZaIiEialJhZ1wcBA4DmwCrgkjFmhzFmpjFmkDGmZUoFKSJJs3HjRho1asTx48cBGOLnR/lbbqHhvHk+jkxERASMMZ7dCmYA9/gqFhFfGDFiBPfccw+fALWA93v2ZOfOnb4OS0REJM1JTNf1l4DPcYb0uwV4GFgM5AOeBpYld3AiknSLFy+mRYsWnD17FoD6WbPyas6cFFqyBPwS8xYgIiKSYi4bY35xjc/5H9DRGPN0tASoSLrl7+/PrFmzKFG+PKOB50NC6NChA2fOnPF1aCIiImlKYrIcocB0a+0Ra+0ea+2X1toXrbVtrLUlgZtSKEYRuUEzZsygffv2BAcHA1A8f35WFSlCpg8/hJIlfRydiIiIWy9gJVAcGIzzw/p7wCljzDfGmOHGmI7GmLK+C1EkZeXJk4cFCxYwO3t2agO5Dx7k/vvv59q1a74OTUREJM1ITKLzc5xu6zGy1p5LcjQikmzeeecdevXqRVhYGABlypRhZ5s2ZK1RAx580MfRiYiIRLLWznH9gH6PtbYYUBBoBbyBM2ZnJ+BL4E9jzEUfhiqSoqpUqcInn3/OaOAVYOXKlQwZMsTXYYmIiKQZiUl0Hga6G2MGqBuRSOoVHh7O4MGDef75591l1apV45c33yTvqlUwcSJo8iEREUnFrLX/WWtXWWvftdY+bK29DcgO1AAG+jg8kRTVoUMHbhoyhDrA7cC7777Lp59+6uOoRERE0gZjrU1YRWMuAdlcq2eB9cCvwA5gh7X2r5QIMKFq1qxpt2zZ4ssQRHwuNDSURx55hM8//9xd1rhxY76dPp1cjRrBp59CS80bJiLia8aYrdbamr6OQxJP15ziDeHh4UyrVo18v/9OJyAwMJBVq1Zx5513+jo0ERFJYzLadWdiWnTmBMoDnYFxwFXgfmAu6kYk4nOXL1+mffv2UZKcnTp1YtnSpeQaMgQ6dVKSU0RERCQN8PPzo9vq1TQICKAazo/ZnTp14sCBA74OTUREJFVLcKLTOv6y1s631o601t5nra0I5ABqA08mdF/GmNbGmH3GmP3GmFgHnTHG1DLGhBljuiR03yIZ0enTp2nevDlLly51l/Xr14+5c+eS5ZtvYOdOeOstH0YoIiIiIomRo0ABAocO5fXMmQHneq9t27ZcuHDBx5GJiIikXolp0Rkja22ItXaLtXZ6Quq7xvccD9wNVMEZ97NKLPVGA8uTGqNIenbkyBEaNmzI5s2b3WXDhg1j4sSJ+B8/Ds8+C59/Dlmz+jBKEREREUmsvEOG0DJHDmoGBACwe/duunfv7p5sUkRERKJKcqLzBtQG9ltrD1hrrwJzgPYx1HsS+Bo45c3gRNKS3bt306BBA/bu3QuAMYaPPvqIkSNHYqyFXr2cRGf16r4NVERExAfUi0jSvGzZyPTSS3x9++3uoiVLlkSZdFJEREQi+SLRWQw46rF+zFXmZowpBnQEJnoxLpE0ZdOmTTRs2JBjx44BziD1c+bMYcCAAU6F996Dq1dBF8IiIpIBqReRpBuPPUbJY8cY98gj7qKxY8cydepUHwYlIiKSOvki0WliKIs+9fv7wAvW2jj7ZBhj+hljthhjtvz777/JFZ9Iqrd48WKaN2/O2bNnAciRIwdLly6la9euToWIMTk/+wz8/X0YqYiIiM+oF5GkD9mywfPP8+S//9KhQwd3cf/+/Vm3bp3v4hIREUmFfJHoPAaU8FgvDpyIVqcmMMcYcwjoAnxsjOkQfUfW2snW2prW2poFChRIoXBFUpeZM2fSvn17goODAShQoABr166lefPmToWQEHjwQXj7bShTxoeRioiI+JR6EUn60b8/5tdfmfXEE9zu6sYeGhpK586d+euvv3wbm4iISCrii0TnL0B5Y0wZY0wm4H7gW88K1toy1trS1trSwDzgCWvtAq9HKpLKvPPOO/Ts2dM9AH3p0qXZsGEDNWrUiKz08stQrpwzPqeIiEjGpV5Ekn5kyQIjRpBt5Ei+XbiQQoUKAZEzsZ87d8638YmIiKQSXk90WmuvAQNxxkHaA8y11u4yxjxujHnc2/GIpAXh4eEMHjw4ysDzt912Gxs3bqR8+fKRFVevhi++gMmTwcT0/U5ERCTDUC8iSV8efhjOnKHEzp0sWLCAzJkzA7Bnzx46derE1atXfRygiIiI7/miRSfW2iXW2grW2rLW2tddZROttdd1G7LW9rLWzvN+lCKpQ2hoKL169eLdd991l91555388MMPFClSJLLiv/86F8DTp0P+/N4PVEREJHVRLyJJX/z94Y03YOhQ6taqxbRp09x3rVmzhj59+mBt9EbLIiIiGYtPEp0ikjCXL1+mQ4cOfPbZZ+6yjh07snz5cnLnzh1Z0Vro3RseeABatfJBpCIiIqmLehFJutSuHeTKBbNm0b17d15//XX3XZ999hnDhw/3XWwiIiKpQICvAxCRmJ0+fZo2bdrw008/ucv69u3LhAkT8I8+k/q4cXDqFHzzjZejFBERSb2stUuAJdHKYpx4yFrbyxsxiSSJMTB6tDPxZNeuDB06lIMHDzJlyhQARo4cSalSpXjkkUd8HKiIiIhvqEWnSCp09OhRGjVqFCXJOWzYMCZNmnR9knPbNnj9dZgzBzJl8nKkIiIiIuJVDRtC1aowYQLGGD7++GNat27tvvuxxx5j5cqVPgxQRETEd5ToFElldu/eTf369dmzZw8Axhg+/PBDRo4ciYk+wdClS9C9O3zwAdx8sw+iFRERERGve+MNeOstOH+ewMBA5s6dy+233w7AtWvX6Ny5Mzt37vRtjCIiIj6gRKdIKrJhwwYaNmzIsWPHAAgMDGT27NkMHDgw5g2efBLq13eSnSIiIiKSMVStCq1bw5gxAOTMmZPFixdTvHhxAC5evMjdd9/N4cOHfRmliIiI1ynRKZJKLFy4kBYtWnD27FkAcuTIwZIlS+jWrVvMG3zxBWzaBB9+6MUoRURERCRVGDkSPv4YTp4EoGjRoixZsoRcuXIBcOLECe666y7+++8/X0YpIiLiVUp0iqQCkydPplOnToSEhABQsGBB1q1bR4sWLWLeYO9eePppmD0bcuTwYqQiIiIikiqUKgWPPAIvv+wuqlq1KgsWLCCTa9z2ffv2ce+993Lp0iVfRSkiIuJVSnSK+JC1lhEjRvDYY48RHh4OQNmyZdm4cSPVq1ePeaNLl6BzZ2dspjvu8GK0IiIiIpKqvPwyLFniTE7p0rRpU2bNmuUe2/3nn3+mS5cuhIaG+ipKERERr1GiU8RHwsLC6N+/P8OHD3eX1ahRg40bN1K2bNmYN7IW+vaFOnWgTx/vBCoiIiIiqVPu3E4X9qefdq4TXbp06cL48ePd68uXL6d3797uH9ZFRETSKyU6RXwgODiYLl26MGnSJHdZq1atWLt2LQULFox9ww8/dLqtjx8P0WdgFxEREZGM55FH4OJF+OqrKMX9+/fn1Vdfda/PmjWLwYMHYz0SoiIiIumNEp0iXnbmzBlatmzJggUL3GUPPPAAixYtIkdc421u3AivvQZffw1Zs6Z8oCIiIiKS+vn7w7hx8PzzEBQU5a5XX32Vxx57zL3+3nvv8eabb3o7QhEREa9RolPEi44ePUqjRo3YsGGDu2zw4MHMnDnTPWh8jP75B7p1g08/hZtv9kKkIiIiIpJmNG4Mdes6Y7h7MMYwfvx4OnXq5C576aWX+OCDD7wdoYiIiFco0SniJbt27aJ+/frs3r3bXfbuu+/yzjvv4OcXx0vx2jW4/37o1QvatEn5QEVEREQk7Rk7FiZNcoY58uDv78+sWbNo3ry5u+zpp59m6tSp3o5QREQkxSnRKeIF69evp2HDhhw7dgyAwMBAZs2axf/+97/4Nx4yBAIDwWPSIhERERGRKIoWdWZhHzAgysREAFmyZGHhwoU0aNDAXda3b19mz57t7ShFRERSlBKdIils7ty5tGjRgnPnzgGQI0cOFi9eTI8ePeLfeMoU+PZbmD3bGX9JRERERCQ2AwbAmTPOtWM02bNnZ/HixVSvXh0Aay0PPfQQCxcu9HaUIiIiKUaJTpEUYq1lzJgxdOvWjStXrgBQsGBB1q5dS8uWLePfwZo18NJL8N13cNNNKRytiIiIiKR5AQEwYQIMHuwkPKPJnTs3y5cvp0qVKgCEhYXRtWtXVq5c6e1IRUREUoQSnSIpICwsjCeffJLnnnvOXVaxYkV++uknatSoEf8O/vjDGZdz9myoUCEFIxURERGRdKVuXejSBWIZIil//vysWrWKsmXLAnD16lXat2/P6tWrvRmliIhIilCiUySZXb58mY4dOzJ+/Hh3WaNGjdi4cSNlypSJfwdnzjiTDr3+OjRrloKRioiIiEi69MYbsG4dLFsW491FihTh+++/p0SJEgAEBwfTpk0bvv/+e29GKSIikuyU6BRJRv/88w9NmzZl0aJF7rJu3bqxYsUK8uXLF/8Orl6Fzp2hXTvo0ycFIxURERGRdCtHDpg8GR57DC5ciLFKqVKlWL16NcWKFQOU7BQRkfRBiU6RZLJv3z7q1avHL7/84i57/vnn+eKLL8iSJUv8O7AW+veHXLlg9OgUjFRERERE0r2WLaFFC3jhhVirlCtXjrVr11K8eHEAQkJCaNOmDatWrfJWlCIiIslKiU6RZLB+/Xrq16/PwYMHAfDz8+Pjjz9m9OjR+Pkl8GX2+uuwbRvMmqUZ1kVEREQk6d59F5YscZZYxJTsbNu2rSYoEhGRNEmJTpEkmjVrFs2bN+eMa2bLbNmysXDhQvr375/wnUyaBNOmwdKlTlcjEREREZGkypMHZs50hkQ6dSrWamXLlmXt2rXuMTsjkp3Lly/3UqAiIiLJwyeJTmNMa2PMPmPMfmPMkBjuf8AYs9O1bDTGVPNFnCJxCQ8PZ9iwYTz44INcvXoVgIIFC7Ju3TratGmT8B3NmwcjR8KKFVC4cApFKyIiIiIZUuPG8PDDTrLT2lirRU92XrlyhXbt2vHNN994K1IREZEk83qi0xjjD4wH7gaqAN2NMVWiVTsINLbW3gaMAiZ7N0qRuAUFBdGtWzdee+01d1mVKlX46aefqFmzZsJ3tHw5PPEELF4MZcumQKQiIiIikuGNHAnHjjm9iOJw8803s3btWkqWLAnA1atXue+++5g+fboXghQREUk6X7TorA3st9YesNZeBeYA7T0rWGs3WmvPulZ/Aop7OUaRWJ08eZLGjRszb948d1nr1q3ZuHEjZcqUSfiO1qyBhx6CBQvg9tuTPU4REREREQAyZYLZs2HYMGdM+DjcfPPN/Pjjj1SoUAFwejH17t2bcePGeSNSERGRJPFForMYcNRj/ZirLDaPAktTNCKRBNq+fTu1a9dmy5Yt7rKnnnqKRYsWkTt37oTvaP166NYNvvoK6tdPgUhFREREwyWJeKhYET76CO67D86di7NqyZIl+eGHH6hWLfIl8cwzzzBy5EhsHN3fRUREfM0XiU4TQ1mMn5bGmKY4ic4XYrm/nzFmizFmy7///puMIYpcb8GCBTRs2JBjx44B4O/vz/jx4xk3bhwBAQEJ39GPP0KnTvD5586YSSIiIpLsNFySSAy6dYN774VeveIcrxOgUKFCrF27lvoeP8q/+uqrDBo0SMlOERFJtXyR6DwGlPBYLw6ciF7JGHMbMAVob609HdOOrLWTrbU1rbU1CxQokCLBilhrefvtt+nUqRNBQUEA5M6dm6VLl/LEE08kbmfffw+dO8MXX0CrVikQrYiIiLhouCSRmIwZA3//DW++GW/VPHnysGLFClp5XLe+9957PPTQQ+7JOEVERFITXyQ6fwHKG2PKGGMyAfcD33pWMMaUBL4BHrLW/uGDGEUACA4OplevXrzwwgvuX65vvvlmNm3aRMuWLRO3s6VLoXt3Z5b1Fi1SIFoRERHxoOGSRGKSKRN8/TVMmADz58dbPXv27Hz77bd07tzZXTZr1ixat27NuXi6wIuIiHib1xOd1tprwEBgObAHmGut3WWMedwY87ir2ivATcDHxphfjTFbYtmdSIo5cuQIjRo1YubMme6yRo0asXnzZipXrpy4nc2a5XQRWrgQ7rwzeQMVERGRmGi4JJHYFCvmTIjZrx9s3x5v9cyZMzNnzhz69evnLluzZg0NGzbkyJEjKRioiIhI4viiRSfW2iXW2grW2rLW2tddZROttRNdt/tYa/Naa293LTV9EadkXOvWraNmzZps3brVXda7d29WrlxJ/vz5E7ezsWNh6FBYvRrq1UvmSEVERCQWGi5JJC41ajitOtu3h+PH460eEBDAxIkTeeONN9xlu3btom7duvz6668pGKiIiEjC+STRKZJaWWv54IMPaN68OREtNgICAhg/fjxTp04lc+bMCd9ZWBj8738wZQps2AC33JJCUYuIiEgMNFySSHy6dIEBA6B1azhzJt7qxhiGDh3K559/TmBgIAAnT56kUaNGLF++PKWjFRERiZcSnSIuISEh9O7dm6effpqwsDAAChYsyOrVq3niiScwJqYecLG4eBE6dIAdO2D9eihRIt5NREREJPlouCSRBHr+eWeSzDZt4PLlBG3ywAMPsHz5cnLnzg3ApUuXuPfee/nggw80I7uIiPiUEp0iwNGjR2nUqBEzZsxwl9WqVYutW7fSqFGjxO3s0CFo0ACKFoVlyyBfvuQNVkRERBJEwyWJJIAx8M47UKGC08LzypUEbda0aVM2bNhACdcP+mFhYTz99NP06dOHKwnch4iISHJTolMyvB9++IEaNWqwZUtkI45evXrxww8/ULx48cTtbNkyqFMHHn0UJk4EV5ceEREREZFUy8/PGW4pWzbo3BlCQhK02S233MLmzZupXbu2u+zTTz+ladOm/P333ykVrYiISKyU6JQMKzw8nLfffptmzZpFGY/zo48+4tNPPyVLliyJ2RmMGOEkOOfNg6efdn4dFxERERFJCwICYM4cyJoVOnaE4OAEbVakSBHWrVvHww8/7C7btGkTNWvWjNKQQERExBuU6JQM6cyZM3To0IEXXnghynic33//PQMGDEjceJzHjkGLFs6s6lu2QGK7uouIiIiIpAaBgTB7NuTJA23bOuPOJ0CWLFmYPn06Y8eOxc/P+Yp5/PhxGjVqxMyZM1MwYBERkaiU6Eyg//77jw8//FCDa6cDP//8M9WrV2fRokXusnr16rFlyxbuvPPOxO3sm2+gRg1o1sxJdBYpkszRioiIiIh4UUAAfPYZ3HwzNG4MJ08maDNjDM8++yxLliwhT548gDPZZ8+ePXn00UcJCgpKwaBFREQcSnQmwKFDh2jYsCFPPfUUY8aM8XU4coOstXz44Yc0bNiQw4cPu8sHDRrEunXr3AOpJ8jp0/Dgg/Dcc7BwIbz8Mvj7p0DUIiIiIiJeFhAAkyY5Xdjr14c9exK86V133cXPP/9M5cqV3WWffvopderUYe/evSkRrYiIiJsSnQkwevRo9u3bB8Dzzz/PZ5995uOIJLHOnDlDly5deOqppwgNDQUgd+7czJ8/nzFjxhCY0EmDrHXG4KxaFQoUgJ07oW7dFIxcRERERMQHjIFhw+DVV52WnYsXJ3jT8uXLs3nzZnr06OEu+/3336lZsyZffPFFSkQrIiICKNGZIO+99x6NGzd2rz/yyCMsXbrUhxFJYqxZs4bbbruNb775xl1Wo0YNtm3bRocOHRK+o/374d574ZVX4Kuv4L33IHv25A9YRERERCS16NULFiyAxx6DUaOcSTgTIGfOnHz++edMnjyZzJkzA3D58mUeeOAB+vXrp67sIiKSIpToTIAsWbKwYMECqlatCsC1a9fo0qULmzZt8nFkEpfQ0FBefPFFmjdvzvHjx93lAwYMYMOGDdx8880J29GFC07X9Lp1nbE4f/0VGjRImaBFRERERFKb+vXhl19g2TJnkqJTpxK0mTGGvn37snnzZsqXL+8u/+STT6hevTo///xzSkUsIiIZlBKdCZQnTx6WLVtGyZIlAQgKCuLuu+9m27ZtPo5MYvLXX3/RsGFD3nzzTfcEUjfddBMLFy7ko48+cv+qHKfQUBg/HipUgKNHnQTn4MGQKVPKBi8iIiIiktoUKQJr10K1anD77bBkSYI3rVatGlu3buX+++93l+3bt4/69evz6quvuoeWEhERSSolOhOhaNGiLF++nPz58wNw/vx5WrZsyW+//ebjyCSCtZYpU6Zw++23R/mFuEWLFuzcuZN27drFv5PQUPj0U6hUyZloaNkymDEDihdPwchFRERERFK5wEB44w2YPRv694d+/eDcuQRtmjNnTr744gumTp1Kjhw5AAgLC2PkyJHUrVuX3bt3p2DgIiKSUSjRmUiVKlVi1apV5M2bF3AmuWnRogW///67jyOT48ePc++999K3b18uXboEQGBgIO+88w7Lly+naNGice8gOBgmToSKFWHWLJg2DVascH6xFhERERERR+PGzqScAQFwyy3OZJ2uXlRxMcbwyCOPsHPnTho1auQu37ZtG9WrV+fdd9/l2rVrKRm5iIikc0p03oBq1aqxYsUKcuXKBcCpU6do0qQJW7du9XFkGZO1ls8++4xbb701yiRRFStWZNOmTQwePBg/vzhO9b//huHDoXRppwvOjBnw/fdw550pHruIiIiISJqUOzd8/DHMnevMzN6qFSSwp1uZMmVYs2YNY8aMIZNrWKgrV64wePBg6tSpo+9VIiJyw5TovEE1a9Zk2bJl5MyZE4DTp0/TrFkzNm7c6OPIMpa///6bjh078vDDD3PO1W3GGMOzzz7L9u3bqVGjRswbhoc7ycz77oPKlZ1k57p18O234PHrsoiIiIiIxKFBA2cs+w4doEULpzv70aPxbubv78+gQYPYunUrt3v0oNq2bRu1a9fmmWee4eLFiykWtoiIpE9KdCZBvXr1+P77793d2C9cuEDLli1ZvHixjyNL/8LDw5k6dSpVqlRh4cKF7vKbb76ZdevWMXbsWLJmzRp1I2th61ZnQqGSJeF//4MmTeDQIafLeqVKXn0MIiIiIiLpQmAgDBgAe/dC3rzOhEUDBiQo4XnrrbeyefNmXn/9dfeEoeHh4YwbN44qVaqwYMGCFA5eRETSEyU6k6hWrVqsXbuWggULAs5s7O3bt+eTTz7xcWTp1549e2jSpAl9+vTh7Nmz7vInnniCHTt2RBnvB2th926na3qlSk4LzixZYPly2LHDuQDLndv7D0JEREREJL3JmxdGj3YSntmzOwnPhx+G7dvj3CxTpky8+OKL/P7777Rs2dJdfuzYMTp27Mg999yjyYpEJF05c+YMX375pa/DSJeU6EwGt912Gz/++COlS5cGnNkD+/Xrx8svv0x4eLhvg0tHQkJCeOWVV6hWrRo//viju7xMmTKsWrWK8ePHOzM4XrgA8+fDY485427edZczG+TMmfDXX/Daa86g6SIiIiIikvwKFoS334b9+53r7nbtnAmMZs2CkJBYNytXrhzLly9n1qxZ7oYkAEuXLuW2227jiSee4NSpU954BCIiKWbHjh3UrFmT7t27R5lnRJKHEp3JpEKFCmzatInq1au7y15//XU6d+6ssWWSwfLly6latSqjRo0iNDQUgICAAIYMGcLv69fT/No1p9Vm48ZQrBhMmODMnr50KRw5Au+/D3XqgDE+fRwiIiIiIhlGvnzwwgtw4AA8+aTT8KB4cXjiCVizBmKYYd0YQ48ePdi7dy/9+vXDuK7fw8LCmDBhAuXLl2f06NGExJEwFRFJrWbPnk29evU4ePAg1loeeOAB93wjkjyU6ExGhQsXZu3atbRu3dpdtmDBAurVq8dff/3lw8jSrr1793LvvffSunVr9u/fT2bgduC1smX5p3173vzuO7JVqABvvAFXrjgXUn//DStWOGNwVqmi5KaIiIiIiC8FBkKXLs7wUVu2OOPlP/ccFC3qTF60YgW4GjNEyJs3L5MmTWL79u00b97cXX7hwgWGDBlCpUqVmDp1qrsRhIhIanb16lX+97//0aNHD4KDgwHImTMnn376KXny5PFtcOmMsdb6OoZkUbNmTbtlyxZfhwHAtWvXeOGFFxg7dqy7LFeuXEydOpUuXbr4MLK048zx40weMoRfvviCSuHh3AZUBcoAwUWLkvfOOzH160O9es7YP4GBPo5YREQk4YwxW621NX0dhyRearrmFEnzDh6Er7+GefOcbu7Nm0PTptCsGZQv726wYK1lyZIlDB48mL1790bZRenSpXnppZfo2bMngfpOICKp0N69e+nRowfbPcYrrlixIvPnz6dy5copfvyMdt3pk0SnMaY1MA7wB6ZYa9+Kdr9x3X8PEAT0stZui2ufqfGic+bMmfTr148rV664y/r378+77757/YzgGc3ly3DsmLMcPer8PXSI8P37ubxjB4HnznEQ+AvYDfwGlOvYkcfff59CJUv6NnYREZEkymgXnOlJarzmFEkXjh2D77+H1audxVon4dmkCdSqBZUrE2otkydPZvjw4fz3339RNi9dujQvvvgiPXv2JFOmTL55DJKuWWu5evUqQUFBBAUFERwc7L4dEhLinp/DWktEnsXzdkBAAFmyZCFr1qzX/c2aNSuBgYHuoRokfQgPD2fixIkMHjzY3YoToF27dsycOZPcXpoYOaNdd3o90WmM8Qf+AFoCx4BfgO7W2t0ede4BnsRJdNYBxllr68S139R60bllyxa6du3KwYMH3WWVKlVixowZ1K5d24eRJZOwMLh0CS5edCYBungRzpyBf/+F//6L+jfi9qlTTjfz4sXdS3jRovx08iTjly9n/T//cAyImMbpzjvv5P333+eOO+7w5SMVERFJNhntgjM9Sa3XnCLpirVOC881a2DdOqe7+/HjcNttULMmwVWqMHvPHl75/HOOnzkTZdPixYszcOBA+vbtS758+Xz0ACS1u3z5MidPnuTEiRP8/fffnDlzxr2cPn06yvqZM2e4ePEiQUFBpGT+xM/Pj7x585I3b17y5ctHvnz5rrtdsGBBihYt6l5y5syZYvFI0uzevZu+ffuyceNGd1mmTJl4++23efLJJ/Hz895IkhntutMXic56wHBr7V2u9aEA1to3PepMAtZaa2e71vcBTay1J2Pbb2q+6Dx//jx9+vRh3rx57jI/Pz+GDBnCsGHDyJIlS/w7sdZZwsOd5dq1uJfQ0Ljvv3rVSTaGhMS/BAdfn8yM+BscDNmzQ86ckUu+fFCgAOTP7/z1XPLnd2ZhzJsXjCEsLIw5c+YwYsQI/vzzzygPuUyZMrzzzjt06tRJv2yJiEi6ktEuONOT1HzNKZKunT8P27fD1q1O4nPnTuyBA5zPlo1fLl5kZ2goe3B6hB0CTmfJQo+ePXn66ae90jVUUo+LFy9y8OBBDh48yKFDhzh27Jg7qRnx98KFC74OM1nkyJEjSuKzaNGilClTxr2ULl06YfkGSTYXLlzgjTfeYOzYsVHGEK5SpQqzZ8/mtttu83pMGe260xeJzi5Aa2ttH9f6Q0Ada+1AjzrfAW/Z/7N33+FRVG8bx78nFUILvfceOoSiVEUREEFUBJQiioiCDSygvlaw/FRsqIiAgGABpKqAUhQE6b33XkIJnfTz/jHLmkACCSmbcn+ua66dPTN75slmk5w8c4q1/7iezwdettYm2KpM9UbnqlXQrVvchGMS9m1MDOFhYVy6eBEvwLg2b2Pw9/PDx8sr4XqufI+McTYvL/Dxceal9PFJeLvecV9fyJYt8VvsRGbu3P/t58jhxJNEUVFR/PLLL7z99tts2bIlzrH8+fPz8ssv8/TTT+uXsoiIZEpZrcHpKVlluiSRLCsqCvbu5fKaNSwfN46jCxdSNCyMMkBR4BhO0jOqaFFKNmxIuVtvxadECShS5L8tMFCLl2Ywly9fZt++fe5EZuyk5t69ezl9VS/flOTr60tAQIB7y549OwEBAWTLlg0vLy93Bx1jzDX7kZGRhIWFcfnyZS5fvnzNflRUVKrEfCX5Wa5cOcqWLUuFChWoXLkylStXTrOh01lBZGQkY8aM4f/+7/84ceKEu9zHx4dBgwbx6quveiy/kdXanT4euGZ8f0WuzrYm5hyMMX2APgClUnvexqAgmDbtv0Rj7KRjIvaNMWQzhuMHD9L/6adZvGQJMbjm7AgPp32HDgwZOpRy5csnXE8mcP78eUaNGsVnn33G/v374xwLDAzkhRde4JlnnlEXfBEREUkW13RJXxJruiRjzMzY0yUBbYCKrq0h8LXrUUQyAh8fqFiR7BUr0qJzZ8LDw/npp594/tNP2bRuHcWBMkDpo0cpMn06ZefMoUGpUlTKlYucFy7AsWPOCLUiRZyRZ3nzOqPTYj9e2Q8M/K+zR86c/21aAClVxMTEcPDgQbZv337NdvDgwWTX7+fnR9GiRSlWrBhFihShQIEC5M+f3z1M/OotV65cBAQE4OOTeimUiIgIQkNDCQ0NdQ+Zv7IfGhrKqVOnCAkJ4ciRIxw5coTDhw/HWQ8kIVfOX7JkyTXHihQpQpUqVahcuXKcx1KlSuHt7Z0aX2amExkZyfjx4xk6dGicKQsBbrnlFkaOHEn16tU9FF3WpKHrHhATE8M333zD4MGDOXv2rLvc19eXvn378n//938ULFjQgxGmvIMHD/L5558zcuTIa4YJ5MqVi+eee44BAwYQGBjomQBFRETSUFa7s+4JanOKZF3WWhYvXsynn37K9OnT451XsXbt2vTs2ZMH7r6bEj4+zloCoaHOegOhodfuh4Y603ldmdLryr6Pz39Jz9hJ0OzZ/xsdF3v/Rpufn5M8TeqWhvP9paSzZ8/GSWLu2LGD7du3s3PnzjiLtySFv78/pUuXdg/fLlmyZJyh3UWLFiVfvnwZfno0ay1nzpxxJzKPHDnCwYMH3T1c9+7dy4EDB9yLJCWFv78/lSpVokqVKlStWpWqVasSFBREpUqVNOrSJTQ0lNGjR/PFF19w4MCBOMdKlizJ+++/T5cuXdJ0Ls6EZLV2pycSnT44ixG1BA7jLEb0kLV2c6xz7gb6899iRJ9ba6+7ck9GbHQeP36cl156ifHjx8cpDwgIoG/fvgwcOJBixYp5KLrki4yM5Pfff2fs2LHMmjWL6OjoOMcLFCjAU089xTPPPEP+/Pk9FKWIiEjay2oNTk/IsNMliUiK2rNnD2PGjGHcuHEcOnQo3nPq16/Pfffdx3333UelSpUSX7m1zroHVydAz5+//voH1zsWEeGst5DUzcsr/gSot3fczcvr2rKklt/o3KtGJsYAZ86d43RoKKdCQzl1+jQnT53i5OnTnL94EYuzEK11bTFXPV5dZowhb758BObPT/78+clboIDTI7NgQfIXKEDuPHnw8vFJeNTl1aMmM/FjVFQUx0NCOOKam/Tw4cMcPHSIffv2ceDgQSKjotxDZ2/0COBlDCVKlIgzFL5s+fKULVOGHDlyEK8bJZQz0HFrLevWrWPatGn8+uuvXA4Li/P+BObJQ69evejZs+d/CeHr1Z87NxQtev3rp4Cs1u5M80QnuFdV/xRnvqQx1tqhxpi+ANbaEa75koYDrXHmS+p1vQYnZOxG57///stLL73EP//8E6fcz8+P7t27069fvwy14vjGjRsZO3YsEyZMICQk5JrjlStX5vnnn6dHjx5kz57dAxGKiIh4VlZrcHqCMaYTcNdVic4G1tqnY53zG/DeVYnOl6y1q6+qK/Z0SfWunn5HRNK/6Oho5s+fz9ixY5k2bRphYWHxnhcUFMQ999xDy5YtadKkScb4f8VaiI6OPwEaHR13i4lJXNlNnHvx3DlCjh4l5PhxToSEcML1ePrUKWxMDAbirFfhlcDjlf0c2bNTIF8+8uXN62yBgeTNm5c8uXLhbUzctS2ufkxM2ZX3Los+WmsJDw8nLCyMMNc8oeFhYYSFhRHtmi/0Rn1eYx/39fUlW7ZsZPP3xz9bNve+z/WGwN8oH5UOjlsgPCyM8+fPc+7cOSJiLTB05ev39vYmX758BAYG4h27B+eN6m/fHj788PrnpICs1u70SKIzNWTkRCc4dwZmzZrFa6+9xsaNG685fuutt/LYY49x//33p7sJg621rF+/nlmzZjFt2jTWrl0b73ktWrRg4MCBtG3bNl103xYREfGUrNbg9AQNXReRhJw5c4ZJkyYxZcoUFi5cmOAiMP7+/tx66620bNmSli1bUrduXfz8/NI42vQlIiKC3bt3xzt35qlTp5Jcn5+fHxUrVnQvjhN7y5s3byp8BZIYoaGhbN++na1bt7q3LVu2sHfv3ningrieggULEhQU5B7+fuWxaNGi6Xb6gJMnT7Jw4ULmz5/PnDlzrllf5IqaNWvy7LPP0rVr13R9UySrtTuV6ExnrLX8+uuvDB06lOXLl19z3N/fn3vuuYeOHTvSpk0bj/3yDwsL46+//mLWrFnMmjUrwQmhixcvTo8ePXjkkUeSNgxEREQkE8tqDU5P0HRJIpIYoaGh/Prrr0ydOpU5c+Yk2NMTnP/FateuTYMGDdxbhQoVMl0njvPnz7Nnz5442+7du9m9ezd79+69ZkqyxChWrFi8yczSpUtr0ZsM5PLly3ESoFu2bGHr1q3s2LEjyavG58iRgzJlylC2bFnKlCkTZytbtix58+ZNk0RoSEgImzdvZtOmTaxYsYIVK1awY8eOBM/PnTs3Dz74ID179qRx48bpNlkbW1ZrdyrRmU5Za1m6dClffvklU6ZMITJW9+grvL29ufXWW2nRogXNmjWjUaNG5MyZM1XiOXr0KKtXr2b58uX8/fffLF++nIiIiHjP9ff3595776VXr17ccccd+sMlIiJylazW4PQUTZckIklx8eJF5s2bx7x585g/fz5bt2694Wty5coVZ8GWK1uZMmXSZe/PyMhIjh07xqFDh9zb4cOHOeSat3HPnj2cOHHipuoOCAigUqVK1yQzK1WqRK5cuVL4K5H0JDIykt27d7sTn1eSoNu2bbvpRaVy5sxJkSJFKFy4MIUKFaJQoUIULlyY/PnzkzNnzjhbjhw58Pb2JiYmBmstMTExxMTEEBkZyZkzZ9yr2F/Zjh49yr59+9i7dy+hoaE3jCVPnjy0a9eOe++9l7vvvjtd996MT1ZrdyrRmQEcO3aMH374gQkTJiQ4LBycSZkrVqxI7dq1qVq1KuXLl6dcuXIUKVKEggULkitXrgTvNly+fJnQ0FCOHj3KoUOHOHDgADt27GDbtm1s3ryZo0cTHMEFQGBgIG3btuWee+6hdevWWj1dRETkOrJagzMzycxtThGJ6/DhwyxYsID58+ezaNEi9u7dm+jXGmMoXLgwJUuWdG8lSpQgf/785MuXL86WO3du/P398fHxSXT90dHRXLp0yb2dPXuWkydPcurUqWu2kydPcvLkSQ4fPsyxY8eSPPT4aqVKlYqTyKxSpQqVK1emePHima53qyRPTEwM+/fvv6YH6JYtWzh79qynw0uQj48P9evXd09b0bhxY3x9fT0d1k3Lau1OJTozmM2bNzNt2jRmzZrFihUrkvRaX19fsmfPTrZs2fD19SUyMpKoqCguXrxIeHh4kmOpXLkybdu2pX379hn+B19ERCQtZbUGZ2aSVdqcInKtkydPsnLlSlasWOF+vNnej/Hx9vbG39+fbNmy4e/vjzHmmh5qUVFRXL58OcHRdSnBz8/Pvap2uXLl3B1oypYtS4UKFQgICEi1a0vWYK0lNDTU3aty37591+xfvHgxTWLJkSMHQUFBVKtWjVq1atGwYUPq1Knz36rpmUBWa3cq0ZmBHT9+nL/++otFixaxaNEitmzZQsyV1eNSWEBAAHXq1KFevXo0adKEpk2bUqRIkVS5loiISGaX1RqcmUlWbHOKSPystYSEhMRZsGXr1q1s27aNw4cPJ7vnZGq40tO0RIkSFC9enBIlSri3kiVLUr58eYoVK6aemeJRVxKhx48fJyQkhJCQEPf+6dOnuXjxIhcuXIizWWsxxuDl5eXevL29CQwMvKYXdcGCBd3zgRYuXDjTf96zWrtTic5M5PLly2zatIn169eza9cu9uzZw969ewkJCeHkyZNcunQpwdf6+vqSN29eChUq5B5WUb58eapWrUqVKlUoX7685toUERFJIVmtwZmZqM0pIokRGRnJkSNHOHjwIAcPHnTPhRkaGnrNfIHnz58nPDw8SZ1WjDEEBAQQEBBAjhw5yJkzJwUKFCB//vzXbFfKixUrRtGiRdPl3KEiknqyWrsz8ZOASLqXPXt26tevT/369eM9HhYWRlhYGOHh4URERODr64uPjw/Zs2cnICAgQ6wWJiIiIiIikt75+vpSunRpSpcunejXREVFuf9fu7L6+9U91Ly8vAgICHAPbRcRkbiU6MxCsmXLlqnmmRAREREREcksfHx83KtIi4jIzcncExGIiIiIiIiIiIhIlqBEp4iIiIiIiIiIiGR4SnSKiIiIiIiIiIhIhqdEp4iIiIiIiIiIiGR4SnSKiIiIiIiIiIhIhmestZ6OIUUYY04A+1P5MgWAk6l8jYxK70389L4kTO9N/PS+JEzvTfz0vsQvvb8vpa21BT0dhCRdGrU5If1/hj1F70vC9N7ET+9LwvTexE/vS8L03sQvvb8vWardmWkSnWnBGLPKWhvs6TjSI7038dP7kjC9N/HT+5IwvTfx0/sSP70vktHpMxw/vS8J03sTP70vCdN7Ez+9LwnTexM/vS/pi4aui4iIiIiIiIiISIanRKeIiIiIiIiIiIhkeEp0Js1ITweQjum9iZ/el4TpvYmf3peE6b2Jn96X+Ol9kYxOn+H46X1JmN6b+Ol9SZjem/jpfUmY3pv46X1JRzRHp4iIiIiIiIiIiGR46tEpIiIiIiIiIiIiGZ4SnQkwxnQyxmw2xsQYY4KvOjbYGLPLGLPdGHNXrPJ6xpiNrmOfG2NM2keedowxPxtj1rm2fcaYda7yMsaYy7GOjfBwqGnOGPOmMeZwrPegbaxj8X5+sgJjzIfGmG3GmA3GmGnGmEBXeZb/zAAYY1q7Phe7jDGDPB2PpxhjShpjFhpjtrp+Dz/rKk/w5yqrcP2u3ej6+le5yvIZY/40xux0Peb1dJxpzRhTOdbnYp0x5pwx5jl9ZiQjUJszcdTujJ/anAlTuzNhanP+R+3OhKndeS21OTMGDV1PgDGmKhADfAO8YK298oMdBPwINACKAfOAStbaaGPMCuBZYBnwO/C5tXa2J+JPa8aYj4Gz1tq3jTFlgF+ttdU9HJbHGGPeBC5Yaz+6qjzBz0+aB+kBxphWwAJrbZQx5gMAa+3L+syAMcYb2AHcCRwCVgJdrbVbPBqYBxhjigJFrbVrjDG5gNXAvcCDxPNzlZUYY/YBwdbak7HK/gectta+7/pnJa+19mVPxehprp+lw0BDoBdZ/DMj6Z/anEmndud/1OZMmNqd8VObMy61OxOmduf1qc2ZfqlHZwKstVuttdvjOdQB+MlaG26t3QvsAhq4fkHmttb+a53s8XicX5CZnqsXwYM4jSm5vng/Px6OKc1Ya/+w1ka5ni4DSngynnSmAbDLWrvHWhsB/ITzeclyrLVHrbVrXPvnga1Acc9Gla51AMa59seRRf72XEdLYLe1dr+nAxFJDLU5k0btzkTL0m1OULvzOtTmjEXtziRTu/M/anOmU0p0Jl1x4GCs54dcZcVd+1eXZwVNgePW2p2xysoaY9YaY/42xjT1VGAe1t81VGZMrC79CX1+sqJHgdi9T7L6Z0afjXi4el3UAZa7iuL7ucpKLPCHMWa1MaaPq6ywtfYoOI11oJDHoksfuhA3AZLVPzOScanNGT+1O6+lNueNqd35H302EqB25zXU7rw+tTnTqSyd6DTGzDPGbIpnu94drfjmQLLXKc/QEvkedSXuD/hRoJS1tg4wAPjBGJM7LeNOCzd4b74GygO1cd6Pj6+8LJ6qMvznJLbEfGaMMa8CUcBEV1GW+MzcQKb/bCSVMSYn8AvwnLX2HAn/XGUlja21dYE2QD9jTDNPB5SeGGP8gPbAZFeRPjOSLqjNmThqd8ZPbc6Eqd15U7LEZyOp1O6Ml9qdCVCbM33z8XQAnmStveMmXnYIKBnreQngiKu8RDzlGdqN3iNjjA9wH1Av1mvCgXDX/mpjzG6gErAqFUNNc4n9/BhjvgV+dT1N6POTaSTiM9MTaAe0dA25yzKfmRvI9J+NpDDG+OI0Nidaa6cCWGuPxzoe++cqy7DWHnE9hhhjpuEMPztujClqrT3qGtIa4tEgPasNsObKZ0WfGUkv1OZMHLU746c2Z8LU7rwpWeKzkRRqd8ZP7c7rUpszHcvSPTpv0kygizHG3xhTFqgIrHB12z5vjGlkjDFAD2CGJwNNI3cA26y17iFUxpiCxpmYF2NMOZz3aI+H4vMI1y/9KzoCm1z78X5+0jo+TzHGtAZeBtpbay/FKs/ynxmcieArGmPKuu4QdsH5vGQ5rt+ho4Gt1tphscoT+rnKEowxOYwzST7GmBxAK5z3YCbQ03VaT7LG356ExOnpldU/M5Lhqc15LbU7r6I2Z8LU7kyQ2pyxqN0ZP7U7b0htznQsS/fovB5jTEfgC6Ag8JsxZp219i5r7WZjzCRgC84QiH6xVi98EhgLZMeZAyYrrH559bwUAM2At40xUUA00NdaezrNI/Os/xljauMMA9kHPAFwg89PVjAc8Af+dNoULLPW9kWfGVwrgvYH5gLewBhr7WYPh+UpjYHuwEZjzDpX2StA1/h+rrKQwsA018+OD/CDtXaOMWYlMMkY8xhwAOjkwRg9xhgTgLOCbOzPRby/i0XSE7U5k0TtzmupzZkwtTvjoTbnNdTujJ/anQlQmzP9M64e/CIiIiIiIiIiIiIZloaui4iIiIiIiIiISIanRKeIiIiIiIiIiIhkeEp0ioiIiIiIiIiISIanRKeIiIiIiIiIiIhkeEp0ioiIiIiIiIiISIanRKeI3BRjzK/GmI3XOT7cGBNqjPFPRF0tjDHWGFPd9dzPGPOmMaZ2CoacLhljihtjLhhjyiWznuHGmFPGGN8Ejr9gjIk2xhQ1xgS7zs2TnGuKiIiIpDa1OVOG2pwiklUo0SkiN+tHoLoxptrVB4wx3sADwFRrbfhN1O0HvAHUTlaEGcNrwCxr7Z5k1vMjkA9olcDxLsBf1tqj1tpVwDrg+WReU0RERCS1qc2ZMtTmFJEsQYlOEblZM4BLOI2Zq90GFMZpCEkCjDG5gZ7AmBSobimwn3i+H8aYCkA94n4/vgP6GmN8UuDaIiIiIqlFbc5kUptTRLISJTpF5KZYay8AvwKd4zncBTgOLAQwxtxujFlujAkzxhw3xnxljMl5nerPux6/cw0vssaYMq663jfGbHQNvTlkjJlojCkS+8XGGH9jzNfGmDOu4TIfGmOeM8bYq87LZ4z5xhVTmDFmqTGmYVLeB2PMba74ql1VntcYE2GMeew6L38QuAwsiPW6Mq76uhhjvjPGnHN9nd1cx18yxhwxxpwwxnxgjPECsNZa4GeggzEm21XX6QJEAr/EKpuJczf+rqR8vSIiIiJpSW1Odx1qc4qIJIISnSKSHD8CFY0x9a4UuObr6QhMstZGG2OCgDnASeB+nOFBDwFTrlPv7a7HIcAtru2oq6wQ8C5wN/AcUA5Y4Bq6dMX/gEeAt4CHgVLAwNgXMM48TvOAO4EXgXuBE8C8qxuxN/C3K7YHryrv6Hqcdp3XtgRWWGuj4zn2gave+4HFwDhjzMdAA+BR4FPgpauu+yOQC+e9ia0LMMdaG3qlwFp7DtgM3HGd+ERERETSA7U51eYUEUkUdR8XkeSYDZzBadSsdpXdhXPX9sqQlddxhre0v9K4MsacBn42xtxirf03nnpXuh53W2uXxT5grX30yr6rofkvcAhoDCwyxuQH+gCvW2s/cZ03F9h01TW6AdWBatbana7z5gHbcRqoLybmDbDWxhhjJuP0Mngj1qHOwB/W2tPXeXk9nOFY8VlgrX3FFddynPmn2gNVXO/jHGNMB5zG7U+uWNYZY7bifD9+cb22GlANGBrPNdbjNGJFRERE0jO1OdXmFBFJFPXoFJGb5pr0fRrwoDHGuIo74zQyrzQWGwDTrrqD/AsQBTRJ6jWNMW1cw33Ouuo45DpUyfVYA8iGM0zmSpwWmHVVVXfgNJT3GmN8zH/zBv0NBCcxrJ+BysaYWq4YC+D0EPj5Bq8rgtPrID7zr+y47oSfAP6+6n3cBRS/6nU/AXfHGqbVBWdeq5lc66QrBhEREZF0S21ON7U5RURuQIlOEUmuH3GG6dzimqenA/Cjq6EHUBRn7iQ3V8PpFM5d+EQzxtTHaTwdArrjDC9q5Dp8ZY6gK42oE1e9/OrnBVyvjbxq6wWUTEpcOHf4D/Df3FH34zSIp9/gddmAhFYIPXPV84gEyq6eG+lHIDvOnXhcMc201l6M5xrh8bxeREREJD1Sm1NtThGRG9LQdRFJrgU4jcouOA3MXMRdafEozhxHbq7hP/mB6w2xiU9HnMZj5yuNWmNM6avOOeZ6LHhV/QWvOu80sAp4Mp7rJNQQjJe11hpjJuE08F5xPc621p6//is5DQQm5VqJiGWnMWY10MUYsx2oCLyQwOmBJP17ICIiIuIJanOqzSkickPq0SkiyeK6Uz4Z6IQz4ftWa+2GWKcsBzpeNXH7fTg3Wv5JoNoI1+PVd36zA5Gx7tyDM/F7bBuBMJy7/AC4hjjdc9V584EKwAFr7aqrto0JxHU9PwHljDHtgOau5zeyHSh7E9e6kR9x5q3qi3NHfk4C55UBdqTC9UVERERSlNqcbmpziohchxKdIpISfsQZvtMR+OGqY0NwGjfTjTFtjTF9gJHA3AQmhcdaGwHsxZmHqYkxJtgY4wf8CZQyxnxqjGlpjPk/oOdVrz0FfAu8ZYx53hjTGqcBmBuI3Vgd77rGX8aYR40xLYwx9xtjPjDGPH/lJGPMWGPMvhu9Adba1TjzF40ELgO/3ug1wBKcyeFT2s+AL/AY8Ivr/YxPsCsGERERkYxAbU61OUVErkuJThFJCf8C+wDDVXeVrbWbgTY4Q4mm4jRCf8RZ0fF6+uLMaTQPZ0XMYtba34GXceYjmolzF7tdPK99CRgLvOm61nFgNHAuVlxhwG04Ddm3gD+Az3CG3ayIVVcAEHKDWK/4GWco1Sxr7aVEnD8VCDLGlEpk/YlirT0ELCae78cVxpg6OEOrpqbktUVERERSkdqcDrU5RUQSYOL2xhcRyZyMMfMAX2tt8yS+bj/wurV2XCrFtQ6YaK39MDXqv8513wPqW2vvSMvrioiIiGRmanNec121OUUkTSnRKSKZjjHmNqAhsAZnOE1nnBUzO1lrpyShnmI4k8eXuc5QnOTG2gn4EKhgrY1KjWvEc80cwH7gAWvtX2lxTREREZHMRm3OG15TbU4RSXNadV1EMqMLwL3AYJzJ5XcCjySlwQlgrT0CFEvx6OKaApQDiuM0BNNCKeBtNThFREREkkVtzutTm1NE0px6dIqIiIiIiIiIiEiGp8WIREREREREREREJMNTolNEREREREREREQyvEwzR2eBAgVsmTJlPB2GiIiIyA2tXr36pLW2oKfjkKRTm1NEREQykqzW7sw0ic4yZcqwatUqT4chIiIickPGmLRaCCLTM8aMAdoBIdba6vEcfxF42PXUB6gKFLTWnjbG7APOA9FAlLU2+EbXU5tTREREMpKs1u7U0HURERERycjGAq0TOmit/dBaW9taWxtnZeS/rbWnY51ym+v4DZOcIiIiIpK+KdEpIiIiIhmWtXYRcPqGJzq6Aj+mYjgiIiIi4kFKdIqIiIhIpmeMCcDp+flLrGIL/GGMWW2M6eOZyEREREQkpWSaOTpFRERERK7jHmDJVcPWG1trjxhjCgF/GmO2uXqIxuFKgvYBKFWqVNpEKyIiIiJJluY9Oo0xY4wxIcaYTQkcN8aYz40xu4wxG4wxddM6RhEREcmatmzZwtKlSz0dhqSOLlw1bN1ae8T1GAJMAxrE90Jr7UhrbbC1NrhgwSyzaKmIiIhIhuOJoetjuc6E8UAboKJr6wN8nQYxiYiISBZ1+vRpvvrqKxo0aEC1atV47rnnPB2SpDBjTB6gOTAjVlkOY0yuK/tAKyDeG/EiSRYdDWFhno5CREQky0nzoevW2kXGmDLXOaUDMN5aa4FlxphAY0xRa+3RtIlQREREMrtz584xc+ZMJk2axNy5c4mIiHAfW7lyJVu2bCEoKMiDEUpiGWN+BFoABYwxh4A3AF8Aa+0I12kdgT+stRdjvbQwMM0YA06b+Adr7Zy0ilsymdOn4ccfYcYM2LMHDh50ygsWhAoVoEkT6NMHNPWBiIhIqkqPc3QWBw7Gen7IVaZEp4iIiNy0K8nNyZMnM2fOnDjJzSt8fX1p3749zv1WyQistV0Tcc5YnFFFscv2ALVSJyrJMvbtg1dfhd9+gzZtoF8/qFrVSWj6+sKhQ7BzJ8yaBXXqQNOm8OabULu2hwMXERHJnNJjotPEUxbvfxuaGF5EREQSYq1l06ZNzJ49m9mzZ/PPP/8QFRUV77n16tWjV69edOnShfz586dxpCKS4UREwLBh8NFH8NxzMHw45M177XmlSzvbHXfA0KEwbhy0auW85qWXwCc9/jsmIiKScaXHv6yHgJKxnpcAjsR3orV2JDASIDg4WF0vREREsrgjR46wePFi5s2bx5w5czh06FCC59auXZsHH3yQTp06UaFChTSMUkQytH374N57oVgxWLECypVL3Oty5nR6fLZvD716wa+/wuTJULx4akYrIiKSpaTHROdMoL8x5iegIXBW83OKiIjI1ay17N69m8WLF7N48WIWLVrE7t27r/uaOnXq0KlTJyU3ReTm/PMPdOoEgwbBM8+AiW8w2g2ULAl//AHvv+8MZZ8/H8qWTflYRUREsqA0T3QmYsL434G2wC7gEtArrWMUERGR9MVay57du1m7fDmbVqxg65o17Nqwgchz58gGZAPKAUGu/Stb3mzZqFGxIkHly1OpZEly+vg4i4S8+66zInJYGISH/7cfFgZLl4K/vwe/WhFJlyZOhOefh/HjoXXr5NXl5QWvvAKBgdC8uZP4rFIlRcIUERHJyjyx6vp1J4x3rbbeL43CERERkZRgLVy6BBcuxN0uXYLLl53Hq/fjeR5z6RLhoaGEh4YSdf48XLyIV3g4flFRlMGZ2+YOnDuhl4DLri3MtUV4eZEzf34CixShSJkyFCpVCq/s2SFbtsRvmjNPRK42YQK8/DL89RcEBaVcvU89BTlywO23O71FEzsMXkREROKllryIiEhWFBEBZ88629XJyQsX4Pz5xJVdKb940UkS5srlzEOXMycEBDj/wAcEQPbsEBBApK8vF6KjORcVRWhEBCcuXODomTMcCg3l4MmT7D9xggsxMXESmbH3o6/6MvLly0fDhg1p1qwZzZo1o169evirN6aIpKSffnIWDpo3L2WTnFf07On8Lr3nHvj3X8idO+WvISIikkUo0SkiIpIIMTExREdHExUVRVRUVLz7MTExGGMwxuDl5ZXofS8vL7y8vPD29o7z6OXldW0g1jq9IM+d+y9RefV2vWNXjkdHQ548zj/UsZOTOXNe+7xQIfd+dPbshPv5EebjwyUvLy57e3PeWk6FhXH67FlOnz7N6dOnCQ0NjbN/fMcOjhw5wvnz52/6e5AvXz7q1avn3oKDgyldujTmZubIExFJjBkznBXS//wzdZKcV/TrB5s3Q9euMHMmeHun3rVEREQyMSU6RUQk07l8+TInTpzg9OnTnD17ljNnznD27Nk4+2fOnOHcuXNcvnyZS5cucfny5Tj7Vx4jIyOJiorCmVkl5XgBeYB8V215r3qeH8hrjPPcWvLi9Go8Zwznvby44Ho87+3NBS8vLnh7O5uPD5dc20UfHy75+nLJz49LxYpxuUwZonx88PbxwcvL67+k7enTRIWEuBO4V7bw8HD3exIeHp6i70N8ihQpQtWqValatSpBQUEEBQVRtWpVChcurKSmiKSd1auhd2+YPRtq1Ej96332mTP356BB8OGHqX89ERGRTEiJThERyRCstZw8eZIDBw5w4MABDh06REhIiHs7fvy4ez85vQZvVgBQ0LUVus7+lQRmbuAccDqeLRQ4CKy/UmZtnGMR4PTsjL56IHf65+fnR9GiRSlWrBhFixaldOnSlC1blnLlylG2bFnKlClDQECAp8MUkazu8GG4914YMQKCg9Pmmr6+MHky1KkDt90GbdumzXVFREQyESU6RUQk3Th58iQ7duxgx44d7N+/353UvLKFhYWlaTz5gaKxtiJeXhQxhoLGOIlLa8lvLQWsxQs45eXFaS8vTnp7c8rLi1PGcNLLi/XGcNK1nTaGU9ZyBqdnZkxMTJwtOjra/ZheBQQExNmyZ89O3rx5yZcvn/vx6v0CBQpQrFgx8uXLp16ZIpK+XbwI7ds7CwXdf3/aXjtfPhg3Dh56CNavh4IF0/b6IiIiGZwSnSIikqbCw8PZvn27O6EZe//06dMpcg0fHx8KFSpE/vz5yZMnD3ny5CEwMNB5zJWLYr6+FI6JoWBkJLkvXSLX+fPkOHeO7GfO4H/qFL6nTuF98iQEBGCLFsUULQrFimEKF3b+6SxY0Jm3MvZ+jhwUN4biKfIVOOJLfl55jK8sMceuPicmJgZvb298fHyu2a6U+/n5kSNHDrJnz062bNmUqBSRzMtaePJJZz7OQYM8E0OLFvDww9CnD0ydCvqdKyIikmhKdIqISKoJCQlh/fr1rFu3jvXr17N+/Xq2bdtGVFTUTdWXJ08eSpUqRalSpShRogRFihShUKFCFCpUiMKFC1OoYEEK+/mR5+xZzKFDcOCAsx08CPv2OY9Hj0JgIBQt+t9WokTc58WKQZEikC0bnvz38sqCRD4++nMtIpImxoxx5uZcscKzCcYhQ6B+ffjuO3j0Uc/FISIiksHoPycREUkRx48fZ9myZSxbtox169axbt06jh07lqQ6AgICqFSpEpUqVaJs2bKULl2a0qVLU6pUKUqWLEmeXLmcedP27IG9e50k5po1TgLzSlLT1xdKloRSpZytZElnEYkrZcWLg59fKr0LIiKSYW3Y4PTiXLQIcuTwbCz+/jBhArRs6czVWaSIZ+MRERHJIJToFBGRJIuMjGT9+vX8+++//Pvvvyxbtoy9e/cm+vXlypWjSpUqVK5c2Z3YrFSpEsWLF8dcvOgkMffscbbff/9vf98+Z/6y8uWhTBkoXRoaNHDmULuS1MydO9W+bhERyaQuXIBOneCTT6BqVU9H46hZE3r1ghdecJKeIiIickNKdIqIyA1dvnyZpUuXMn/+fBYvXsyqVasStTBQQEAANWrUoFatWtSuXZtatWpRo0YNcmXL5iQut293tokTncddu+DcOShbFsqVc7aKFaF1a2e/TBnQitwiIpLSnn8ebr0VunXzdCRxvf46VKsGCxc6K7GLiIjIdSnRKSIi14iMjGTVqlXMnz+fBQsWsHTpUsLDw6/7mmzZshEcHEyjRo2oX78+tWvXpnzevHjv2PFfQnPOHOdx3z5nCHnlylClitMrs0cPqFDBmSPTyyttvlARyfCMMWOAdkCItbZ6PMdbADOAK93Op1pr33Ydaw18BngDo6y176dFzJLOzJwJ8+c7q5ynNzlzwmefOSvAr1+vqVdERERuQIlOEREBYMeOHfz222/Mnz+fv//+mwsXLlz3/DJlynDLLbc4W5061PLzw3fbNti4EUaPdh4vXHCGAF5JaPbo4exXqADZsqXRVyYimdxYYDgw/jrnLLbWtotdYIzxBr4E7gQOASuNMTOttVtSK1BJh44fhyeegMmTIVcuT0cTvw4dnL+rH38Mgwd7OhoREZF0TYlOEZEsKjIykiVLljBr1ixmzZrFzp07r3t+lSpVaHn77dxdrRqNAgLIe+iQk8z86iunh2b58s6iPzVqQP/+ztxipUp5dtVaEcn0rLWLjDFlbuKlDYBd1to9AMaYn4AOgBKdWYW10Lu3Mw9mkyaejiZhxsCnn0LDhs4K7IULezoiERGRdEuJThGRLOT06dPMnj2bX3/9lTlz5nDmzJkEzy1VsiRdGjTg7qJFqRMTQ65t2+CHH5yVaGvWdBKa99wDr7zi9Nb090+7L0REJGluMcasB44AL1hrNwPFgYOxzjkENPREcOIhEyfCgQPwyy+ejuTGypd3RkW8+SZ8/bWnoxEREUm3lOgUEcnkTp48yS+//MKkSZP4+++/iY6Ojve88tmy8XiNGtyVNy+VLlwg+9atmOXLoV49Z2vXznksVCiNvwIRkWRZA5S21l4wxrQFpgMVgfi6m9v4KjDG9AH6AJQqVSqVwpQ0deIEDBwIv/2Wcea9fO0158bi009DUJCnoxEREUmXlOgUEcmEQkNDmTZtGj///DPz58+/JrnpC9QC7g4MpF2BAlQ7e5ZsMTGYwoWdhYGuJDc1PE5EMjhr7blY+78bY74yxhTA6cFZMtapJXB6fMZXx0hgJEBwcHC8yVDJYJ59Frp3h+BgT0eSePnyOXN0vvwyzJrl6WhERETSJSU6RUQyibNnzzJjxgx+/vln/vzzTyIjI93HcgNNgOZAq1y5CAoPJ7pMGbK1aIG59Va49VZngSDNpykimYwxpghw3FprjTENAC/gFHAGqGiMKQscBroAD3ksUEk7v/0Gy5c780xnNE89BcOHw4IFcPvtno5GREQk3VGiU0QkA4uOjmb+/PmMGTOG6dOnEx4eDjiJzTuBFq6tmpcXp8qXJ0+HDuS+6y6n12bu3B6LW0QkpRhjfsT5VVfAGHMIeAOn4zrW2hHAA8CTxpgo4DLQxVprgShjTH9gLuANjHHN3SmZ2blz8OST8N13EBDg6WiSzt8fhgxx5sf+91/doBQREbmKEp0iIhnQrl27GDt2LOPGjePQoUNkB24Dbsf5b78qsDVXLiJuvZVSvXsTcM89BGixIBHJhKy1XW9wfDgwPIFjvwO/p0Zckk4NHgx33gktW3o6kpvXuTO8+67TM7VdO09HIyIikq4o0SkikkFcuHCBKVOm8N1337Fo0SKqAp2A1sAtwFpgU5Ei7OjQgfzPPkv9qlU9Gq+IiEi68s8/MH06bNrk6UiSx8sL3nnHWZyobVvnuYiIiADOHEUiIpKOrV+/nj59+lClSBFm9erFw4sWsR+YDVQGJubKxbtPPkng+vU8dfQoD48YQTklOUVERP4TFga9e8Pnn0PevJ6OJvk6dABfX/jlF09HIiIikq6oR6eISDoUERHBtGnTmPTxxxRduZLOwMfAEmAO8LmXF2XbtKHXo4/ybbt2+Pn5eTZgERGR9OzddyEoCO6/39ORpAxjnLk6n3sO7rsPvL09HZGIiEi6oESniEg6cuTwYaa9+y7nx4+n5YULjAR+xZlc7g+gdNWq9OrViz+7daNo0aKeDVZERCQj2L4dvvoK1q/3dCQpq1UryJ8ffvoJHn7Y09GIiIikC0p0ioh4mI2JYd2337L/00+pum0b7YHpwMvAYgAfHx544AHm9utH48aNMVphVUREJFFsTAxRTzzB8Z492bZ1K+eWL+fChQvExMTg7e2Nj48PgYGB5M+fnwIFClCiRImMM0rCGHj9dadXZ9eumqtTREQEJTpFRDwmeutWtr/+OjlnzSJneDibgSHAatfxokWL8toTT9CnTx/13hQREbmBmJgY1q9fz7///svatWtZs2YN1bdsYUBYGPX+/pvoYcNuWIeXlxelSpWiQoUK1KpVi9q1axMcHEzlypXT543GO++EnDlh2rTMMyxfREQkGTyS6DTGtAY+A7yBUdba9686ngeYAJTCifEja+13aR6oiEhKO3qUiO+/58yXX8Lhw/wRHc1EYFWsU5o1a0a/fv3o2LEjvr6+nopUREQk3bt48SIzZ85k5syZzJ8/nxMnTriP5QJmAJ2B6ETWFxMTw759+9i3bx/z5s1zlxcsWJCmTZty++2307ZtW8qWLZuSX8bNM8ZZff2NN5y5OtNjMlZERCQNGWtt2l7QGG9gB3AncAhYCXS11m6Jdc4rQB5r7cvGmILAdqCItTYioXqDg4PtqlWrEjosIuI558/DlClEjh1L1IoVzLCW0eHhLOS/f7z8/f3p0aMH/fv3p2bNmp6MVkTSgDFmtbU22NNxSNKpzel51loWLlzIqFGjmDFjBpcuXYr3vI+BQOCZHDkoXbo0hQoVIk+ePOTKlQsvLy+io6OJjIwkNDSUU6dOcezYMY4cOZKoGIKCgujQoQOdO3emZs2anu3tGRMDdeo4Cy7dfbfn4hARkXQpq7U7PdGjswGwy1q7B8AY8xPQAdgS6xwL5DJOiyEncBqISutARURumrWwfDmMGkXM5MlsLlCA/x0+zJTwcMJinZY3b1769etH//79KVy4sMfCFRERSe/CwsIYP348n3/+OZs3b473nAIFCji9LkuUoOuYMZxbupReVaokOhEZFhbGvn372Lp1K2vXrmXt2rUsXbqU06dPxzlvy5YtbNmyhffee48qVarQrVs3HnnkEYoXL57srzPJvLzg1VfhnXegbVv16hQRkSzNEz06HwBaW2t7u553Bxpaa/vHOicXMBOogjPqpLO19rfr1au76yKSLpw8CRMmwKhRRF66xK+FCvHM6tUciop7r6ZkyZIMGDCA3r17kzNnTg8FKyKektXurGcmanOmvYiICL777jveeecdDh8+fM3xqlWr0rVrV9q1a0etWrXwAmjWDLp3hyeeSPb1Y2Ji2LJlC3/99RezZ89mwYIFhIWFXXOel5cXbdq0oX///tx1111p28szOhqqVYMvv4SWLdPuuiIiku5ltXanJ5bmi+8v/tXZ1ruAdUAxoDYw3BiT+5qKjOljjFlljFkVez4eEZE0t3Il9OwJFStycfFiPi5fnhwHD3Lf8uVxkpw1atTg+++/Z/fu3Tz33HNKcoqIiCTAWsv06dOpWrUqffv2jZPkzJEjB/369WPdunVs3ryZ//u//6NOnTp4eXnB+PEQGQm9e6dIHF5eXlSvXp3+/fvz22+/cerUKaZPn07Xrl3JkSOH+7yYmBh+++032rRpQ40aNRgzZgzh4eEpEsMNeXvDK6/AkCFpcz0REZF0yhOJzkNAyVjPSwBXT4bTC5hqHbuAvTi9O+Ow1o601gZba4MLFiyYagGLiMQrPBy+/x4aNoQHHyS0eHFeuPde8s6axQszZxIZK8HZpEkTZs+ezfr16+nWrZsWGRIREbmO3bt3065dOzp27MiePXvc5YULF+bjjz/m8OHDDB8+nFq1asXtOXn6NAwaBF995ST/UkFAQAAdOnTghx9+ICQkhAkTJnDbbbfFOWfz5s089thjlClThqFDh3Lq1KlUiSWOhx6C/fvhn39S/1oiIiLplCcSnSuBisaYssYYP6ALzjD12A4ALQGMMYWBysAeRETSg+PH4fXXoVQpmDiRE088wVOtWlH4o4/4eOxYIiMj3ac2btyYefPmsWjRIlq3bu3ZxQpERETSuZiYGD7//HOqV6/O77//7i7Ply8f//vf/9izZw8DBgwgT5488Vfw6qvwwANQr16axBsQEMDDDz/MggUL2LlzJ88++2yc0RrHjh3jtddeo1SpUrzyyiuEhoamXjA+PjB4sHp1iohIlpbmiU5rbRTQH5gLbAUmWWs3G2P6GmP6uk57B7jVGLMRmA+8bK09mdaxiojEsX079OkDVavCyZOcnj6dZytXpnjfvnw9cmS8Cc7FixfTsmVLJThFRERu4NChQ9x11108++yz7jkwjTH07duXnTt38uKLLxIQEJBwBStXwvTpHkv0VahQgU8//ZSDBw/ywQcfxFmY6NKlS7z33nuUK1eO9957j4sXL6ZOED16wObNznshIiKSBXmiRyfW2t+ttZWsteWttUNdZSOstSNc+0esta2stTWstdWttRM8EaeICNY6Q8A6dHAWNihenAurV/NO0aKUuesuPv/8cyU4RUQ8yBgzxhgTYozZlMDxh40xG1zbUmNMrVjH9hljNhpj1hljtMKQB/3xxx/UqlWLefPmuctq1arF8uXL+frrr8mXL9/1K4iOhiefhP/9DwIDUzfYGwgMDOSll15iz549fP/999SsWdN97MyZM7zyyiuUL1+e4cOHExERkbIX9/eHl15Sr04REcmyPJLoFBFJ96yFefOgeXN45BFo3ZrIHTv4qmBBKtxyC6+//jrnz593n37LLbfw559/KsEpIpL2xgKtr3N8L9DcWlsTZ9TQyKuO32atrZ2VViNNT6y1vP/++7Rp04bTp08DTi/Ol19+meXLl1O/fv3EVfTNN5AjB3TrlorRJo2fnx/dunVj7dq1/PTTT1SsWNF97Pjx4zz99NNUrVqVWbNmYe3Va7MmQ+/esHw5bIo39y8iIpKpKdEpIhKbtTB7Ntx6Kzz9NDzxBHbrViblz09QcDD9+vXj+PHj7tODgoKYMWMGS5Ys4Y477lCCU0QkjVlrFwGnr3N8qbX2ysSIy3AWwpR0ICwsjC5dujB48GBiYmIAKFasGH/99Rfvv/8+/v7+iasoJATefNNZgCgd/h328vKic+fObN68mZEjR8YZ0r5nzx7at2/P3XffzY4dO1Lmgtmzw3PPwfvvp0x9IiIiGYgSnSIi4CQ4Z82CBg2cIV/PPQebNrGwWDEa3HornTt3ZteuXe7TS5QowejRo1m/fj3t27dXglNEJGN4DJgd67kF/jDGrDbG9PFQTFlSaGgorVq1YtKkSe6yJk2asHr1apo1a5a0yl54wRl9Ua1aygaZwnx9fXn88cfZtWsXH3/8MXnz5nUfmz17NtWrV2fQoEFcuHAh+Rd78kmYMwf2aD1XERHJWpToFBH5+2+nB+errzqrla5fz5769bmvUyduv/12Vq36b9q2wMBA/ve//7Fjxw4effRRfHx8PBi4iIgkljHmNpxE58uxihtba+sCbYB+xph4M2zGmD7GmFXGmFUnTpxIg2gzt4MHD9K0aVMWL17sLnvqqaeYP38+RYoUSVplf//tbK+/nsJRpp5s2bIxYMAAduzYwRNPPOG+WRoZGckHH3xA5cqVmTJlSvKGs+fJA0884cxZKiIikoUo0SkiWdeaNdC6NTz6KPTvD+vWcf7OOxn86qtUrVqVadOmuU/19/d3Lyzw4osvkj17dg8GLiIiSWGMqQmMAjpYa09dKbfWHnE9hgDTgAbxvd5aO9JaG2ytDS5YsGBahJxp7du3j6ZNm7J582Z32UcffcSXX36Jn59f0iqLiHB6Ln76KeTMmbKBpoECBQowYsQIVq1axS233OIuP3LkCJ06deK+++7jyJEjN3+BZ5+FSZPg6NEUiFZERCRjUKJTRLKeXbugc2do1w7at4etW4np2pWx48dTqVIl3n///TiroHbv3p2dO3fywQcfxBlmJiIi6Z8xphQwFehurd0RqzyHMSbXlX2gFaDVW1LRvn37aNGiBfv37wecodwTJkxg4MCBN1fhsGFQrhzce2/KBekBdevW5Z9//mHcuHEULlzYXT59+nSCgoIYPXr0zfXuLFQIund33icREZEsQolOEck6zpyBgQOhUSOoVQt27oSnnmLJypU0bNiQXr16cezYMffpDRs2ZNmyZYwfP56SJUt6Lm4REUmQMeZH4F+gsjHmkDHmMWNMX2NMX9cprwP5ga+MMeuMMVfmIykM/GOMWQ+sAH6z1s5J8y8gi7g6yenv78+MGTN4+OGHb67C/fvho4/g88/T5QJESeXl5UWPHj3Yvn07ffr8N13s2bNn6d27N3fccQe7d+9OesUvvACjR8PpBNfrEhERyVSU6BSRzC8qCr7+GipXhgsXYPNmeOUVDp85w0MPPUSTJk3izMNZrFgxvv/+e5YuXUrDhg09GLiIiNyItbartbaotdbXWlvCWjvaWjvCWjvCdby3tTavtba2awt2le+x1tZybdWstUM9+5VkXsePH+eOO+6Ik+ScPn06bdq0uflKn3kGnn/e6dGZieTJk4dvvvmGhQsXUr58eXf5ggULqFGjBl9++WXSeneWLOn0eB0+POWDFRERSYeU6BSRzO2PP6B2bZg82dn/5hui8udn2LBhVKlShR9//NF9qr+/P6+99hrbt2+nW7dueHnpV6SIiEhynD9/nrZt27p7I15JcrZu3frmK505E7Zvd3orZlItWrRgw4YNvPjii+72yOXLl+nfvz9t2rRJ2tydL78MX3zh3OwVERHJ5PRfvIhkTgcOQMeO8NRTMHQozJ8PtWqxZMkS6tWrx8CBA7kQq8HfqVMntm3bxjvvvEPODLiggYiISHoTERHBfffdx5o1awBnePZPP/2UvCTnxYtOb84vvwR//xSKNH0KCAjgf//7H8uXL6d69eru8rlz51KjRg2mTJmSuIoqV4bbboORI1MpUhERkfRDiU4RyVwiI+HDD6FuXacn56ZN0KEDJ0+d4rHHHqNJkyZs2LDBfXrVqlVZuHAhkyZNokyZMh4LW0REJDOx1tK3b1/mzZvnLhsxYgT3JnfhoKFD4dZboWXL5NWTgQQHB7Ny5UpeeOEFjGs+0tOnT9OpUyd69OjB2bNnb1zJ4MHw8ccQHp7K0YqIiHiWEp0iknksXgx16ji9N5ctgzfeIMbPj1GjRlG5cmXGjBnjPjUgIID333+fdevW0aJFC8/FLCIikgl99tlnfPfdd+7nb7/9No8//njyKt26Fb791knYZTHZsmXjww8/ZMGCBZQqVcpd/v3331OrVi2WLl16/Qrq1IGaNWH8+FSOVERExLOU6BSRjO/0aXj0UXjoIXjzTZg9GypUYP369TRp0oTHH3+c07FWG7333nvZsmULL7/8Mn5+fp6LW0REJBOaO3cuAwcOdD9/5JFHeO2115JXqbXOdDSvvw5FiyYzwozrytydPXr0cJft37+fZs2a8d577xETE5Pwi195BT74wFmkUUREJJNSolNEMrZp06B6dciZE7ZsgQce4HJYGIMHD6ZevXr8+++/7lPLlCnDrFmzmDZtGqVLl/Zg0CIiIpnTrl276Ny5szvh1qhRI0aMGOEecn3TJk6Es2edZGcWlydPHsaNG8fkyZPJmzcvANHR0bzyyivcddddHDt2LP4XNm3qJIknT07DaEVERNKWEp0ikjGFhMCDD8KgQTBpEnz+OeTKxd9//02tWrV4//33iY6OBsDX15dXX32VzZs3065dOw8HLiIikjmFhYXRqVMn95yRxYsXZ+rUqfgnd9GgM2fgpZdgxAjw9k5+oJnEAw88wLp162jcuLG7bN68edSqVYs//vgj/hcNHgzvvef0kBUREcmElOgUkYzFWvjhB6hRA8qWhXXroEkTzp49yxNPPEGLFi3YuXOn+/RmzZqxYcMGhgwZQkBAgOfiFhERyeQGDBjAunXrAPDz82PatGkUTYlh5q+8Au3bQ4MGya8rkylVqhR//fUXr776qrvXbEhICHfddRevvPIKUVcPU2/TBry84LffPBCtiIhI6lOiU0QyjpAQ6NjR6Ynw66/OPFPZszNjxgyCgoIYOXKk+9TcuXMzYsQIFi5cSJUqVTwYtIiISOY3adIkvv76a/fzYcOGUb9+/eRXvGQJzJjh/O2XePn4+DBkyBD+/PNPihQp4i5/7733uOuuuwgJCfnvZGOcxPHQoerVKSIimZISnSKSMfz2G9SuDVWqwKpVUL8+x48f58EHH+Tee+/lyJEj7lM7dOjAli1beOKJJ/Dy0q85ERGR1LR371569+7tfv7AAw/wVErMpRkeDr17O9PTuOailIS1bNmS9evXc9ddd7nLFixYQJ06deKuyn7//XDqFPz9tweiFBERSV3KAIhI+nbxIvTtC/37w08/wfvvY/38+P7776latSqTY02oX6hQISZNmsS0adMoXry4B4MWERHJGqKjo+nZsyfnz58HoFy5cowaNSr5iw8BvPuuc4PzvvuSX1cWUahQIX7//Xfeeust9/fgyJEjNG/enM8//xxrrTPP6csvq5esiIhkSkp0ikj6tXy504vz8mVnLs5mzTh27BgdO3akR48ehIaGuk995JFH2Lp1K506dUqZf65ERETkhj755BMWL14MgLe3Nz/++CN58uRJfsWbN8NXX8Hw4c5wa0k0Ly8vXn/9dWbPnk2+fPkAiIqK4tlnn6Vr165cuHABuneHLVucUTIiIiKZiBKdIpL+xMQ4vTjat3d6G4wbh82dm59++olq1aoxY8YM96llypThjz/+4LvvvnM35kVERCT1bdq0iVdffdX9/NVXX6VBSiwYFB3tDFkfMgQ0QuOm3XXXXaxZsybOXKk///wzDRo0YOvu3fDCC+rVKSIimY4SnSKSvhw/Dq1bw+zZsHo1PPAAJ06c4MEHH6Rr166cPn3afepTTz3Fxo0bufPOOz0YsIiISNYTGRlJjx49iIiIAKBu3bq89tprKVP511+Dry88/njK1JeFlS5dmsWLF9O3b1932datW6lfvz5TAgNh8WLYutVzAYqIiKQwJTpFJP1YsADq1oUGDWDhQihRgqlTp1KtWjWmTJniPq1UqVL8+eeffPnll+TMmdODAYuIiGRNw4YNY+3atQD4+/vz/fff4+vrm/yKDxyAt96Cb78FLSiYIvz9/fn6668ZN24c2bNnB+DixYt0euQR5lSqRMz773s4QhERkZSj1oOIeF50NLzxBnTrBmPHwpAhnD53jocffpj777+fEydOuE/t3bs3Gzdu5I477vBcvCIikm4YY8YYY0KMMZsSOG6MMZ8bY3YZYzYYY+rGOtbaGLPddWxQ2kWdse3evZs333zT/fydd94hKCgo+RVbC08+Cc8+C5UrJ78+iaNHjx4sW7aMChUquMu6LlnChR9/5Oz69R6MTEREJOUo0SkinnX8ONxxB/zzjzNU/c47mTt3LtWrV+eHH35wn1a8eHFmz57Nt99+S+7cuT0YsIiIpDNjgdbXOd4GqOja+gBfAxhjvIEvXceDgK7GmBTI1mVu1lr69u1LWFgYALVr1+b5559Pmcp/+MHp0fnSSylTn1yjZs2arFq1invuuQeAM8AXkZHMbdqUzZs3ezQ2ERGRlOCRRGdi7p4bY1oYY9YZYzYbY/5O6xhFJA0sWwbBwdCkCfzxB5cDA3nmmWdo3bo1R48edZ/Ws2dPNm3aROvW1/s/VkREsiJr7SLg9HVO6QCMt45lQKAxpijQANhlrd1jrY0AfnKdK9cxYcIE5s2bBzire3/77bf4+Pgkv+IjR+D5552RHX5+ya9PEpQnTx6mT5/unlP1Y+D28+d5qEEDpk+f7tHYREREkivNE52JuXtujAkEvgLaW2urAZ3SOk4RSUXWOgsNtG8PX30F77zDmvXrqVevHl988YX7tEKFCjFjxgzGjh1LYGCg5+IVEZGMrDhwMNbzQ66yhMolAWfOnGHAgAHu588++yzBwcHJr9haZ+Ghp56CevWSX5/ckJeXF++88w6TJ08mIkcOvgAGXrpEx44defPNN4mJifF0iCIiIjfFEz06E3P3/CFgqrX2AIC1NiSNYxSR1HL5MvTq5SQ4lywhum1b3n//fRo1asTWWKt+tm/fno0bN9K+fXsPBisiIpmAiafMXqf82gqM6WOMWWWMWRV73uis5s033+TkyZMAlCxZkrfffjtlKh4zBo4ehVdfTZn6JNEeeOAB/v33X6aXLk0boDLw1ltvcf/993P+/HlPhyciIpJknkh0JubueSUgrzHmL2PMamNMjzSLTkRSz7590LgxhIfDsmXs8/XltttuY/DgwURGRgKQI0cORo4cyfTp0ylUqJBn4xURkczgEFAy1vMSwJHrlF/DWjvSWhtsrQ0uWLBgqgWanm3evJnhw4e7nw8bNoycOXMmv+L9+2HQIBg3DlJi1XZJsho1arBg9Wpmli/Pm66y6dOn06hRI3bt2uXJ0ERERJLME4nOxNw99wHqAXcDdwH/Z4ypdE1FursuknEsWgSNGkH37tiJExn/yy/UrFmTxYsXu09p2LAh69at4/HHH8eY+H5ViIiIJNlMoIdr9fVGwFlr7VFgJVDRGFPWGOMHdHGdK1ex1vLss88SHR0NwG233cb999+f/IpjYuDRR2HgQKhRI/n1yU3Lnz8/PVetom1AANVdZVu2bKF+/frMnTvXo7GJiIgkhScSnYm5e34ImGOtvWitPQksAmpdXZHurotkEN9+Cw88AOPHc/bRR3no4Yfp2bOne0iUt7c3b775Jv/88w8VKlTwcLAiIpKRGGN+BP4FKhtjDhljHjPG9DXG9HWd8juwB9gFfAs8BWCtjQL6A3OBrcAka62WnY7HtGnTmD9/PuD8zf7ss89S5obk11/DxYvwwgvJr0uSzScwkNzvvMOv9erh7+8POPOytm3blg8//BBr453ZQUREJF1JgSUSk8x99xw4jHP3/KGrzpkBDDfG+AB+QEPgkzSNUkSSLyrK6aUxZw4sXszyM2foWqcOe/fudZ9SoUIFJkyYQMOGDT0YqIiIZFTW2q43OG6Bfgkc+x0nESoJiIiI4MUXX3Q/f/LJJ6mREr0vd+2CN96AJUsgJVZtl5Tx5JOU/vhjVo8cyV2vvMLhw4eJiYnhpZdeYt26dYwaNYrs2bN7OkoREZEEpXmPzoTunse+826t3QrMATYAK4BR1tpNaR2riCRDaCi0bQvbthGzdCnvT5tGkyZN4iQ5e/fuzdq1a5XkFBERSadGjBjBnj17AMibNy9vvfVW8iuNjoZHHoHXXoPKlZNfn6Sc7Nlh8GCq/fwzq1atonHjxu5DP/zwA82aNePw4cMeDFBEROT6PDF0HWvt79baStba8tbaoa6yEdbaEbHO+dBaG2StrW6t/dQTcYrITdq1y5mPMyiIo6NG0apzZwYPHkxUVBQAefLkYdKkSXz77bcps5CBiIiIpLhz587xzjvvuJ+/9tpr5MuXL/kVDx0K/v7wzDPJr0tS3uOPw8aNFNm7lwULFvD444+7D61atYrg4GCWLVvmwQBFREQS5pFEp4hkYv/+C02awIAB/N6qFTXr1nXP6wVwyy23sG7dOjp16uTBIEVERORG/ve//3Hy5EkASpcuTb9+8c4AkDT//ANffQXffw9e+lckXfL3d3rb/t//4efnxzfffMPw4cPx9vYG4NixYzRv3pxx48Z5OFAREZFrqXUhIinnl1+gQwciR45kwPbt3H333e5/kIwxvPrqqyxatIgyZcp4Nk4RERG5riNHjjBs2DD38yFDhrgXqLlpoaHQrRuMGgXFiiUzQklVvXrBgQPwxx8YY+jXrx9//PGHu0dvREQEjzzyCAMHDnSP2BEREUkPlOgUkZTx6afw7LPs/+YbGr31Fp988t/6YUWLFmXevHkMGTIEHy04ICIiku698847XL58GYDatWvz0ENXrx2aRNY6Q6I7dIB27VIgQklVvr7w3nvw0ksQEwPA7bffzsqVK6lWrZr7tGHDhtGuXTtCQ0M9FamIiEgcSnSKSPJER8Ozz2K//ZYpzz9Pte7dWbNmjftwu3bt2LBhA7fffrsHgxQREZHE2r9/P6NHj3Y/f//99/FK7jDzUaOcObw/+CCZ0Umaue8+CAiAiRPdReXKlePff/+lQ4cO7rK5c+fSqFEjtm/f7okoRURE4lCiU0Ru3qVL8MADRK1bR9/q1en0wgtcvHgRAD8/Pz777DNmzpxJgQIFPByoiIiIJNbQoUOJjIwEoEmTJrRq1Sp5FW7dCq+8Aj/+CNmypUCEkiaMgQ8/dObrdPXuBciVKxdTp07ltddec5ft2LGDBg0aMHv2bE9EKiIi4pbsRKcxppwx5i1jzGvGmMIpEZSIZAAhIXD77ZyJiqLu8eOMnDTJfahSpUosW7aMZ555BmOMB4MUERGRpNi7dy/fffed+/lbb72VvL/lYWHQpYszDLpq1RSIUNJU48ZQrx58/nmcYi8vL9555x1+/vlnsmfPDsC5c+e4++67+fDDD7HWeiJaERGRFOnROQL4ABgFfJMC9YlIerdjB9x6K+sKFqTYvHlsjDVU6ZFHHmH16tXUqVPHgwGKiEhGYox5xRhzxBizwRgz3hgzwBijOU88YMiQIe7FZZo1a8Ztt92WvApfeAEqV4bHHkuB6MQj3n8fPvoIjh+/5tCDDz7IkiVLKFmyJADWWl566SV69OhBWFhYWkcqIiKSIonOnIAvkAdQ1y2RzG7VKmKaNWNMoULU+fVXLrsasQEBAYwbN47vvvuOnDlzejhIERHJYJ4GagN3AT8C2YC+ngwoK9q9ezfjxo1zP092b84JE2DuXBg50hkGLRlTpUrQsye8+mq8h+vUqcPKlStp3Lixu2zChAk0b96cI0eOpFWUIiIiQMokOvsDy4EZqEEqkrnNn0/UXXfxjJ8fj/37r7s4KCiIlStX0qNHDw8GJyIiGdgGa22ItfaotXa2tfZda+2Dng4qq/nggw+Ijo4G4LbbbqNFixY3X9mGDfD88zB1KgQGpkh84kH/93/w66+wenW8hwsXLsz8+fN5LFbP3RUrVhAcHMyKFSvSKkoREZEUSXT+H9APGAC8mQL1iUh6NGUKYR070vbiRb48eNBd3KNHD1asWEFQUJAHgxMRkYzIGPOXMeYjYLMxZpgxRivVeMiRI0fi9OZ8/fXXb76yM2ecFbs//xxq1Eh+cOJ5efLAkCHw7LOQwPyb/v7+fPvtt3z++ed4e3sDcPToUZo1a8b333+fltGKiEgWlhKJznzW2vnAXKB8CtQnIulMxPDhnOnZk0bnz/NneDgA2bJlY/To0YwdO5YcOXJ4OEIREcmg+gMbcKY/qgfsN8b8a4z5yhjTx7OhZS2ffPIJERERADRq1IjmzZvfXEUxMdC9O7RrB127pmCE4nG9esGlS/DTTwmeYozh6aefZu7cueTNmxeA8PBwevTowYsvvujuMSwiIpJaUiLR+akxZhjwMZCMW78iku5Yy4nnnydkwACCL11ivau4cuXKrFixgkcffVSrqouISJIYY9ztT2vtJmvteGvt89ba5tbawkB3YCFQxlMxZjWhoaGMGDHC/Xzw4ME3//d96FCnR+eHH6ZMcJJ+eHvDF184C0ydO3fdU1u2bMnKlSvjjPj56KOPaNeuHWfOnEnlQEVEJCtLdqLTWjvNWjvAWvuctXZpSgQlIulATAzb7r6b459/Tv3ISHa7ih9++GFWrVpFDQ1FExGRm3POGJPgHxFr7S5r7WRr7SuJrdAY09oYs90Ys8sYMyie4y8aY9a5tk3GmGhjTD7XsX3GmI2uY6tu7kvK2L788ksuXLgAQLVq1WjXrt3NVTRnDnzzDUyaBL6+KRihpBuNG0Pr1s6cnTdQvnx5/v33X+655x532Zw5c2jUqBE7duxIzShFRCQLS1Ki0xjTwRjzgjHmEWNMfWNM9tQKTEQ8J+LiRVYEBXFy9myaxsRwDGfepZEjR/L9999rVXUREUmOACDF2pDGGG/gS6ANEAR0NcbEmTjaWvuhtba2tbY2MBj421p7OtYpt7mOB6dUXBnFpUuX+Oyzz9zPBw0ahJfXTfSF2LMHHnnEGdZctGjKBSjpzwcfON/nNWtueGru3LmZPn06r7zy332L7du306BBA+bOnZuaUYqISBaV6FaMMWYkMBV4HqcxuRznjvx2Y8xkY8xrqRSjiKShQzt3srJECU5s304r4AxQsWJFli9fzuOPP66h6iIikhLiXc3EGFPSGNM/iXU1AHZZa/dYayOAn4AO1zm/K/BjEq+RaY0dO5aTJ08CUKZMGbp06ZL0Ss6ccebkfP11aNIkZQOU9KdAAXjvPXjySUjEnJteXl4MHTqUH3/8kWzZnPXGzp49S9u2bRk2bBg2gcWNREREbkZSbtc+CLxurS1urc0BVAQ64zQUvYGeqRCfiKShv3/9lX3VqrHvzBnuBS4DDzzwAKtWraJWrVoejk5ERDKRd40xbxljOhljqrp6ZQLUBZI6uWNx4GCs54dcZdcwxgQArYFfYhVb4A9jzOqstgBSTEwMn376qfv5888/j4+PT9IqiYyETp3gzjvhqadSNkBJvx55BPz8INbcrjfSpUsX/vnnH0qUKAE4n7+BAwfyyCOPEBYWlkqBiohIVpOUROd5YNmVJ9ba3dbaqdbaN62191lrK6Z8eCKSFqy1fPrmm/jdcw9bIiPpAVhvbz7++GMmTZpE7ty5PR2iiIhkLtmBh3F6X24CLhpj9gITidXeTKT4hhok1EXsHmDJVcPWG1tr6+IMfe9njGl2zQWM6WOMWWWMWXXixIkkhpd+/f777+zcuROAPHny8OijjyatAmuhf3/w94dhw1IhQkm3vLxg5Eh4803Yvz/RL6tXrx4rV67klltucZeNHz+eFi1acPTo0VQIVEREspqkJDrH4twBF5FM5OzZszxy9900f+stlgNPAAULF2bBggUMGDBAQ9VFRCQ1DLDWVgByAY1w/vyMAF4GOiWxrkNAyVjPSwBHEji3C1cNW7fWHnE9hgDTcIbCc9U5I621wdba4IIFCyYxvPTrk08+ce/37t076XNwf/IJLFsGP/7orMgtWUvVqjBgADz+uJP0TqQiRYqwcOFCevXq5S5bvnw5wcHBrFy5MjUiFRGRLCQpic5DQAdjzDPGmCSOaRGR9Gjjxo3cXacOL82eze84E/A2btyYNWvW0KzZNR1aREREUpS19pK1dqW1dpy19gNr7ZfW2pNJrGYlUNEYU9YY44eTzJx59UnGmDxAc2BGrLIcxphcV/aBVjg9TDO9DRs2sGDBAsCZQ/Hpp59OWgUzZsDHH8OsWZArVypEKBnCCy/AqVPw3XdJepm/vz+jR4/m008/dS9+deTIEZo2bcrEiRNTI1IREckikpLo/BioAHwKnDDGzDTGvGOMud8YUyFVohORVDNx4kQ6NWjA2L17mQi8Bjz33HMsXLiQYsWKeTo8ERHJvL4EQlOqMmttFNAfmAtsBSZZazcbY/oaY/rGOrUj8Ie19mKsssLAP8aY9cAK4Ddr7ZyUii09iz035/3330/p0qUT/+I1a6B3b5g+HUqVSvHYJAPx9YUxY+Dll+HQoSS91BjDs88+y5w5cwgMDAQgPDycbt268fLLLxOdiIWORERErmYSu8qdccavlgNqAjVcW02gPE7C9KK11mO3c4ODg+2qVas8dXmRDCMiIoKBAwcyZ/hw/sS5czEqRw5Gjx5N586dPRydiEjWYIxZba0N9nQcknSZoc0ZEhJCyZIliYiIAGDp0qVx5ky8rn37nJXVP/sM7r8/9YKUjOWdd2DRIpg715m/M4l27txJhw4d2Lp1q7usTZs2TJgwgXz58qVkpCIiWU5Wa3cm+q+Qdey21k6z1r5tre1kra0M5MSZyyiJ411EJK0dOnSI5s2bs2D4cP4ChgJzKldmxYoVSnKKiIhkEWPGjHEnOevXr0+jRo0S98Ljx53V1V9+WUlOiWvwYLh4ET7//KZeXrFiRf7991/uvvtud9ns2bMJDg5m3bp1KRSkiIhkBUm/3XYVa22YtXaVtXZsCsQjIqlkwYIF1K1bl/Bly5iHs9pD6P33s2LFCoKCgjwdnoiIiKSB6OhoRowY4X7ev3//xC08eOYM3HUXdOsGSZ3PUzI/Hx/4/nsYOhQ2brypKvLkycOMGTMYNGiQu2zv3r3ccsstjB8/PqUiFRGRTC7ZiU4RSd+stXzwwQfceeedlD9xgjnA015e1PnoIyZPnkzu3Lk9HaKIiIikkdmzZ7N//34A8uXLx4MPPnjjF126BO3aQfPm8PrrqRyhZFjly8P//gcPPwxhYTdVhbe3N++99x5Tpkwhl2uRq7CwMHr27Em/fv3cPZFFREQSokSnSCZ29uxZ7rvvPgYNGkSzmBhmAs8FBvL0ggUMHDgwcT04REREJNP46quv3PuPPfYY2bJlu/4LIiLggQegXDn45BNQ20Gu55FHoGpVeP75ZFVzv2vUUdWqVd1lX331Fc2bN+dQEhc9EhGRrMUjiU5jTGtjzHZjzC5jzKDrnFffGBNtjHkgLeMTyQw2btxI/fr1mT59Oq2BScDb1arx0ebNNG/e3NPhiYiISBrbs2cPc+Y4i8obY3jiiSeu/4LoaOjZ01lZe/Tom1pkRrIYY+Dbb2HePPjhh2RVVaVKFVasWEGnTp3cZcuWLaNevXosXLgwuZGKiEgmleatFWOMN/Al0AYIAroaY66ZINB13gfA3LSNUCTjmzhxIo0aNWLnzp10BMYBEx98kGFr11KsWDFPhyciIiIe8M0332CtBaB169aUL18+4ZNjYuCpp+DoUfj5ZyfZKZIYuXPD5Mnw7LOwbVuyqsqZMyc///wzH3/8Md7e3gCEhIRwxx138OGHH7o/zyIiIld44rZsA2CXtXaPtTYC+AnoEM95TwO/ACFpGZxIRhYREcHTTz9Nt27duHTpEg8BXxvDuvfe47mff8ZX/6SIiIhkSeHh4YwZM8b9/Kmnnkr45JgYeOIJ2LwZZs6EGw1vF7la7drw7rvOtAcXLiSrKmMMAwYMYP78+RQqVAiAmJgYXnrpJTp27EhoaGgKBCwiIpmFJxKdxYGDsZ4fcpW5GWOKAx2BEYhIohw6dIjmzZszfPhwAHoDw3x8uDB9Oq0GJThDhIiIiGQBM2fO5OTJkwCUKlWKNm3axH9idDQ89hjs2AFz5ji980RuRu/e0KgR9OjhJM+TqXnz5qxZs4ZbbrnFXTZjxgzq1KnD8uXLk12/iIhkDp5IdMY3g/nVYw4+BV621kZftyJj+hhjVhljVp04cSKl4hPJcBYsWEDdunVZtmwZAM8A7wYEkGPFCsq3b+/Z4ERERMTjRo0a5d7v1auXexhwHNHRzmIy+/fD779DzpxpF6BkPsbAl1/C8ePw9tspUmXx4sX566+/ePbZZ91l+/fvp0mTJgwbNkxD2UVExCOJzkNAyVjPSwBHrjonGPjJGLMPeAD4yhhz79UVWWtHWmuDrbXBBQsWTKVwRdIvay0ffPABd955J1eS/a8aw5v581Ng82Zy1qnj4QhFRETE0/bv38+ff/4JOMOAe/Xqde1JUVHQvTscOwa//go5cqRxlJIp+fvD1KkwZgxMmZIiVfr5+fHpp58ydepU8uTJA0BUVBQDBw7k3nvv5fTp0ylyHRERyZg8kehcCVQ0xpQ1xvgBXYCZsU+w1pa11pax1pYBpgBPWWunp3mkIunY2bNnue+++xg0aBAxruFAnwYEMLhUKfJu2IApU8azAYqIiEi6MHbsWHdPtzvvvJPSpUvHPSEyEh56CE6fdubkDAjwQJSSaRUuDNOnw5NPgmv0UUro2LEja9eupX79+u6ymTNnUqdOHfcoJxERyXrSPNFprY0C+uOspr4VmGSt3WyM6WuM6ZvW8YhkRBs3bqR+/fpMnz4dcOaDmFS0KE+WK0eOVatAK6uLiIgIEB0dHWcRosceeyzuCRcvQocOcOmSk4zKnj1tA5SsoW5dGDcO7r3Xmf81hZQtW5Z//vmH5557zl124MABmjZtqqHsIiJZlCd6dGKt/d1aW8laW95aO9RVNsJae83iQ9baR6y1KTPOQSQTmDhxIo0aNWLnzp2A80P8b9Wq3F+mDH6LF0OBAp4NUERERNKN+fPnc+DAAQDy589Phw4d/jt44gTcfrvT427aNK2uLqmrbVt45x1o08aZtzOF+Pn58cknnzBt2jQCAwOB/4ay33PPPYSEhKTYtUREJP3zSKJTRJIuIiKCp59+mm7dunHp0iUAAgMC2NuwIQ2LFcPrzz/B1bgTERERARg9erR7v3v37vj7+ztP9uyBxo3hzjud+RN9fT0UoWQpjz8O3bpB69YQGpqiVd97772sXbuWBg0auMt+++03atSowezZs1P0WiIikn4p0SmSARw6dIjmzZszfPhwd1nNihU5EBxMqcKFtWiAiIhkacaY1saY7caYXcaYQfEcb2GMOWuMWefaXk/sazOyM2fOMGPGDPfzRx991NlZswaaNIHnnoMhQ5zVsUXSyptvQvPmTs/O8+dTtOoyZcqwePFiBgwY4C4LCQmhbdu2PP3001y+fDlFryciIumPEp0i6dyCBQuoW7dunEnVH27fntVFipCreHFnBUsNNRMRkSzKGOMNfAm0AYKArsaYoHhOXWytre3a3k7iazOkyZMnEx4eDkDdunWpUaMG/Pmn05vuiy/gqac8HKFkScbAJ59ArVrQrp0zP2wK8vPz4+OPP2bu3LkUKVLEXT58+HCCg4NZt25dil5PRETSFyU6RdKpmJgY3n//fe68805OnDgBgLe3N1+8/TbfHz+OT+XK8P33GmomIiJZXQNgl7V2j7U2AvgJ6HCD16TEa9O977//3r3fvXt3GDHCGTb8yy9w//0ejEyyPGPg66+hTBln7s4U7tkJ0KpVKzZu3BhnXtotW7bQsGFDPv74Y2JiYlL8miIi4nlKdIqkQ2fOnKFjx44MHjzY3QgrXLgwi6ZMof8vv2BuvRVGjgRvbw9HKiIi4nHFgYOxnh9ylV3tFmPMemPMbGNMtSS+NsPZu3cvixcvBiCblxd91q6Fzz+HJUugaVMPRycCeHk588NWqgStWsGZMyl+iQIFCjBt2jRGjhxJQEAA4Mx7/8ILL9CqVSsOHz6c4tcUERHPUqJTJJ1Zt24dwcHBzJw5013WuHFj1v36K7cOGgQdOsDHH2s+LREREUd8fxDtVc/XAKWttbWAL4DpSXgtxpg+xphVxphVV0ZZpHcTJkwAoCCwMk8eAkJDYdkyqFDBs4GJxObtDd98Aw0bwm23QSqskG6M4fHHH2ft2rXUq1fPXT5//nxq1qzJTz/9hLXX/NiLiEgGpUSnSDoyduxYbrnlFnbv3u0ue/7551k4ahRFOnWC3r3hrbeU5BQREfnPIaBkrOclgCOxT7DWnrPWXnDt/w74GmMKJOa1rteMtNYGW2uDCxYsmNLxpzhrLePHj6c2sAIwLVrA9OmQO7cnwxKJ35U5O9u3h1tvhR07UuUylSpVYunSpQwePBjjakufPn2arl278sADDxCSCklWERFJe0p0iqQDYWFh9OnTh169ehEWFgZAzpw5mTRpEsN698b3jjvg5ZfhhRc8HKmIiEi6sxKoaIwpa4zxA7oAM2OfYIwpYlyZDWNMA5w28KnEvDYjWr58OcG7dvEH8Gb27JSbONEZJiySXhnj3MwfNAiaNYOlS1PlMn5+frz77rv89ddflCpVyl0+depUqlWrxqRJk1LluiIiknbU4hHxsL1799K4cWO+/fZbd1lQUBArV66kU4kScPvt8P770LevB6MUERFJn6y1UUB/YC6wFZhkrd1sjOlrjLnyx/MBYJMxZj3wOdDFOuJ9bdp/FSno0iWiHnuMt4E7AZ+HHiJ79uyejkokcXr3hrFj4d57nUU3U0mzZs3YuHEjffr0cZedPHmSzp078+CDD5JRpqgQEZFrKdEp4kG///479erVY82aNe6yrl27snz5cqrs3u0M4fnuO2eFVBEREYmXtfZ3a20la215a+1QV9kIa+0I1/5wa201a20ta20ja+3S6702w9qyBdugAcd376YesB7opjaEZDStW8OCBU4Pz+efh6ioVLlM7ty5+eabb5g7dy4lS/43g8XkyZMJCgpi4sSJmrtTRCQDUqJTxAOio6N5/fXXufvuuwkNDQXA19eXL774gokTJ5Jz6lR47DGYNQvatPFwtCIiIpKuWeusXt28OVtateKB8HDOA8WKFaOpVliXjKh6dVi5ErZuhTvvhKNHU+1SrVq1YuPGjTz22GPuspMnT9KtWzfatGnDvn37Uu3aIiKS8pToFEljJ0+epE2bNrzzzjvusuLFi/P333/Tv39/zEcfweuvw8KF0KiRByMVERGRdO/cOWfkx8cfw19/8fGZM+5DDz74IN7e3p6LTSQ58uaF335z5uysWxfmzEm1S+XJk4dRo0bx+++/x+ndOXfuXKpVq8awYcOISqWepSIikrKU6BRJQ8uXL6du3br8+eef7rKWLVuydu1abmnYEAYOhHHj4J9/oGpVD0YqIiIi6d68eVCjBuTIAStXEl6hAlOnTnUf7tKliweDE0kB3t7OEPYff4THH3cW5nQt3Jka2rRpw+bNm3n66afdK7NfunSJgQMH0qhRI9auXZtq1xYRkZShRKdIGrDW8tVXX9G0aVMOHjzoLn/11VeZO3cuBfPkgR49YPlyWLwYSpTwYLQiIiKSrp0/D08+Cb16wTffwMiREBDA3LlzOXv2LABly5alQYMGHg5UJIW0aAFr18K+fU7vzhUrUu1SuXLl4vPPP2fp0qVUr17dXb569WqCg4Pp378/Z2L1nBYRkfRFiU6RVHb+/Hkefvhh+vXrR2RkJACBgYHMmjWLIUOG4H35srPo0Llz8McfzjAdERERkfgsXAg1a0J4OGzc6Czc4vLTTz+597t06eLukSaSKRQoAJMnO1M83XMPvPQSXLyYapdr1KgRq1ev5p133sHPzw+AmJgYvvzySypVqsS4ceOIiYlJteuLiMjNUaJTJBWtX7+eevXq8eOPP7rL6tSpw+rVq2nXrh2EhEDLllC8OEydCgEBHoxWRERE0q1z56BfP+jeHYYPdxYfCgx0H7548SIzZsxwP9ewdcmUjIEuXWDDBjh8GIKCYPp0Z0GuVODn58drr73Gxo0bufPOO93lJ06c4JFHHqFZs2asX78+Va4tIiI3R4lOkVRgrWXkyJE0bNiQnTt3ust79+7NkiVLKFeunLOKZKNGcNddMGoU+Ph4MGIRERFJl6x15iesWtWZm3DjRrj77mtO+/XXX7l06RIAVatWpUaNGmkdqUjaKVwYJk6E776DQYOgTRvnZyOVVKpUiblz5zJlyhRKxJpiasmSJdStW5e+ffsSEhKSatcXEZHEU6JTJIWdP3+ebt268cQTTxAeHg5Ajhw5mDBhAt9++y3Zs2d3hp21aAFvvAFvv+3cnRYRERGJbds2uOMO+OADZ8ju6NEJTnEzZcoU937nzp01bF2yhttvd3p3tm3rjJJ6/HE4dChVLmWM4f7772fbtm0MGjQIX19fwBnO/s0331CxYkX+97//EZaKiyWJiMiNKdEpkoI2bNhAcHAwP/zwg7usevXqrFq1iocfftgpGDfOGXLz00/Qs6eHIhUREZF069IleOUVaNLEmcd71Sq49dbrnH6J33//3f28U6dOaRGlSPrg5wfPPAM7dkC+fM4cts88A0ePpsrlcuTIwXvvvceGDRviDGc/d+4cL7/8MkFBQUyePBmbSsPpRUTk+pToFEkB1lpGjRpFw4YN2bFjh7v8scceY/ny5VSpUsUZevb66/DWW/DXX3DbbZ4LWERERNKv555zVpfesAGeffaG09vMmTPHPWy9SpUqBAUFpX6MIulNYKDT+3nLFudnplo1p4fn5s2pcrkqVaowd+5cfvvtN6et77J3714efPBBmjRpwqJFi1Ll2iIikjAlOkWS6cKFC3Tv3p3HH3/cPVQlICCA8ePHM2rUKAICAuDyZXj4YfjzT1i2zJlnS0RERCQ+w4fDDz9AsWKJOv2XX35x799///2pFZVIxlCkCAwb5kz9ULKkM/3DXXfBnDkpvmiRMYa2bduyYcMGvvjiC/Lly+c+tnTpUpo3b07r1q1Zs2ZNil5XREQSpkSnSDJs3LiR4OBgJk6c6C67MlS9e/fuTsHBg87QM2NgwQIoVMhD0YqIiEiG4OeX6FPDw8P59ddf3c8feOCB1IhIJOMpVMgZTbVvHzz0kLNoUbVq8NVXcPp0il7K19eX/v37s2vXLgYMGOCevxNg7ty51KtXjwcffJDt27en6HVFRORaSnSK3IQrQ9UbNGgQp8Hy6KOPsnz5cqpe6bG5ZAk0bOjMyTlhAmTP7qGIRUREJDOaN28e586dA6BcuXLUqlXLwxGJpDP+/s68+GvXOknORYugXDm47z6YNg1ci4emhLx58/Lxxx+zY8cOevbsiZfXf/9uT548maCgIHr27KmEp4hIKlKiUySJzpw5Q+fOna8Zqj5u3DhGjx7tDFUHGDUKOnZ0Vkh98UWtrC4iIiIpLvZq6/fff79WWxdJiDHQooWzIOj+/XD33fDZZ1C8ODz5pDPyKjIyRS5VpkwZxo4dy8aNG7nvvvvc5TExMYwfP56qVavStWtXNm3alCLXExGR/yjRKZIES5YsoVatWkyePNldFhQUxMqVK+nRo4dTEBkJTz8NH34IixdDmzYeilZEREQys8jISGbMmOF+rvk5RRIpTx547DFngdDVq6FUKWdoe6FC0LmzMxLr1KlkXyYoKIhffvmFFStWcMcdd7jLrbX89NNP1KhRg/vuu09zeIqIpCCPJDqNMa2NMduNMbuMMYPiOf6wMWaDa1tqjNEYHPGo6Oho3n77bZo1a8aBAwfc5X369GHlypX/rW565Ai0bAm7d8Py5VC5sociFhERyTqS07Y0xuwzxmw0xqwzxqxK28iT5++//yY0NBSAkiVL0qBBAw9HJJIBlS4NgwfDihWwdSu0agW//OIMb2/SxJnnc/58uHTppi9Rv359/vzzT/755x9at24d59i0adOoV68ed9xxB7NnzyYmJia5X5GISJbmk9YXNMZ4A18CdwKHgJXGmJnW2i2xTtsLNLfWhhpj2gAjgYZpHasIwMGDB+nWrRuLFi1ylwUGBjJ69Og4Q1GYPx+6d4ennoJXXgEvdZgWERFJbSnUtrzNWnsyzYJOIbF7c3bs2FHD1kWSq0gRp6fnY49BWJgzn+dffznJzvXroWZNaN4cmjaF4OAkLzLauHFjZs+ezapVqxgyZEicn+H58+czf/58qlatyoABA+jWrRvZsmVL4S9QJPmstZw/f57jx4+7t2PHjhESEsKZM2c4e/Ys586d4+zZs5w9e5YLFy4QFhZGeHg44eHh7v2YmBi8vLwwxsR5zJ49Ozly5CAgIIAcOXKQI0cOcuXKRYECBShYsGCcrVixYpQpU4b8+fPrb6C4GWtt2l7QmFuAN621d7meDwaw1r6XwPl5gU3W2uLXqzc4ONiuWpWhbsJLBjB16lR69+7t7i0B0LRpUyZMmECpUqWcgpgYGDrUmdx8wgSnR6eIiMh1GGNWW2uDPR1HZpDctqUxZh8QnNhEZ3ppc1prKV26NAcPHgScJMntt9/u4ahEMrFLl+Dff+Hvv50FR1evhty5nYRncDDUqwe1akHhwomem3/Dhg28++67TJ48+ZqenAULFqRv3748/vjjlCxZMjW+IpF4nTlzhv3797Nv3744j4cPH+bYsWMcP37cvVZFepEjRw7KlClD6dKlKVOmDFWqVKF69epUr16dggULejo8j8tq7U5PJDofAFpba3u7nncHGlpr+ydw/gtAlSvnJyS9NDolc7h48SIDBw7km2++cZd5eXnxxhtv8Oqrr+Lt7e0UnjwJ3brBxYvw889QrJiHIhYRkYwkqzU4U1Ny25bGmL1AKGCBb6y1I693vfTS5ly7di1169YFnJEmISEh+Pr6ejgqkSwkJgb27IFVq5yk56pVsGGDcywoCKpVcx6DgqB8eShZEnziH1C5b98+Pv/8c0aNGsX58+fjHPPy8uKee+6hb9++tGrVKs5K7iI3w1pLSEgI27dvZ/v27ezYsYMdO3a4E5pnz571dIgpqmDBglSvXp0aNWrQoEEDGjVqRLly5bJUD9Cs1u5M86HrQHyfpnizrcaY24DHgCYJHO8D9AH+610nkkzLly+ne/fu7Ny5011WqlQpJk6cSJMmsT6Kf//tDFXv0sXp0al/LkRERDwhuW3LxtbaI8aYQsCfxpht1tpFV70u3bU5Z86c6d5v27atkpwiac3LCypUcLYuXZwyayEkBLZsgc2bncepU52E6PHjTqeIsmWv2cqUKsWwDz7gjTfeYNSoUXz22Wfu3toxMTHMmDGDGTNmUKZMGZ544gl69OhBMXWwkBu4dOkSO3fuZMeOHe6k5pXEZnKTmdmzZ6dw4cLurUiRIhQqVIh8+fKRO3du8uTJ495y5cpFtmzZ8Pf3j7N5eXlhrcVaS0xMDNZaoqOjuXz5MpcuXeLixYtcvHiRS5cucfbsWU6ePMmJEyc4ceIEISEhnDhxgkOHDrF3714uXLiQYKwnTpxg4cKFLFy40F1WsGBBGjVqRKNGjWjcuDG33HILfn5+yXpPJP1It0PXjTE1gWlAG2vtjhvVm17urkvGFRkZyZAhQxg6dCjR0dHu8k6dOvHNN9+QN29epyAiAt54A8aOhVGj4O67PROwiIhkWFntznpqSsm2pTHmTeCCtfajhK6XXtqcdevWZe3atQD8/PPPPPjggx6OSESuKyICDhyAvXuv3Q4ccEaKBQZC0aLEFC7MgYgIlu3fz7L9+zkGnAJOux7PGEOjO++ke48e3HvvveTIkcOjX5p4VmRkJDt27GDjxo1s3LiRTZs2sXHjRvbu3XtT9WXPnp3SpUu7h4FfeSxZsqQ7qZkzZ8500yPSWktoaCj79u1j37597Nmzhy1btrBp0yY2b97MpUQsJJYjRw5atGhBq1ataNWqFZUrV043X19KyGrtTk8kOn2AHUBL4DCwEnjIWrs51jmlgAVAD2vt0sTUm14anZIxbdu2je7duxP7M5QzZ04+++wzevXq9d8vuW3b4OGHnbuxo0cneQJyERERyHoNztSUnLalMSYH4GWtPe/a/xN421o7J6HrpYc254EDByhdujQAvr6+nDx5kty5c3s0JhFJpuhoJ9l59CgcO+ZsR48SunUrB5Yv58yePeSKiiI/kA/IhjPnxhljMAUKkLdsWfKVLo1X7tyQMyfkyhV3i12WMydkzw7ZssXdMlFiJzOy1rJ///44ycxNmzaxbds2IiMjk1RXrly5qFSpEpUrV6Zy5cpUqlSJ8uXLU7p0aQoWLJhpknwxMTHs27ePzZs3s3r1apYtW8by5cs5c+bMdV9XokQJ2rVrxwMPPEDz5s3xSWDaiYwiq7U70/y7Za2NMsb0B+YC3sAYa+1mY0xf1/ERwOtAfuAr1w9YVFb6pkjaiYmJ4auvvuLFF1+MM6Fy06ZNGTduHGXLlnUKrIVvvoH/+z945x144gk1BERERNKBZLYtCwPTXGU+wA/XS3KmF7NmzXLv33777UpyimQG3t7OQkaFC8cpzuvawsLCmDx5Mt999x0LFy7E11Wez1rynzhB4IkTFN26laa1atGgalUq5M6Nz4kTzrD58+f/2y5ccLawMLh82XkMC4PwcPD3vzb5efXm6/vf5uNz/f2Ejnt5OV+vl1f8W0LHkvIaY/7b4Pr7NzqeEq9L4rmnTp1iy5YtbN26la1bt7Jlyxa2b9/O+XiGaOdK6CPl5UXp0qWpUKECFSpUoHz58s5+xYoULlw44WRmrIV4b1pa/K+ciGt4AeXy5aNc06bc07Qp4OQAdu3axapVq1i+fDl//fUX+w8ciPO684cO8eOIEfwwYgT58ualXbt2dOjQgWbNmqXsEHdfXwgISLn6BPBAj87Ukh7urkvGcvjwYXr16sWff/7pLvPz82PIkCEMGDDgvwWHDh2Cvn2du6sTJ0KVKh6KWEREMousdmc9M0kPbc5WrVq52y9ffvklTz31lEfjEZG0tX//fiZOnMj48ePZvn17vOcEBgbSvn177r33Xlq2bHnjGyIxMc7w+iuJzytb7GRoWBhERjpbVFTi92OXRUY610poi45OmfKYGKezCjiPCe3f6HhKvO46x21MDFFRUURHRxPteoyKiiKpeRovLy+8vb3x9vbGx8fHvX9NKjAt8j8Z8BrRru9DVFSUu3dsfGlUA/j6+eHr6xv/+5tUnTvDyOuugZgislq7U4lOyXKstfz444/069cvTpf1GjVqMGHCBGrWrOkUxMTAt9/Ca6/B00/DoEGgCYpFRCQFZLUGZ2bi6TbnuXPnKFCggPsfsYMHD1KiRAmPxSMinmOtZdWqVXz//fdMmTKFo0ePxnuej48PTZo0oXXr1rRp04YaNWpkmqHJGUVkZCTbt29n06ZNcYad79mzJ0n15MuXjxo1alCjRg33SuLVqlUjT548qRR51hMVFcWSJUv45ZdfmDp1KocPH473vBo1avDoo4/SrVs3ChQokMZRJk1Wa3cq0SlZypEjR3jyySfjrFRqjOHFF1/k7bffxt/f3ynctQsef9y5gzl6NFSr5qGIRUQkM8pqDc7MxNNtzilTptCpUyfAWZBo9erVHotFRNKPmJgYli1bxpQpU/jll184cNVQ3NiKFy/ObbfdRrNmzWjevDkVK1ZU4jOFxMTExDuP5vbt25M0j2b27NmpVq2aO5l5JbFZpEgRfa/SUExMDMuXL+eXX35hypQp7N+//5pzfH19uffee3nuuee45ZZb0uX3J6u1O5XolCzBWst3333HgAEDOHv2rLu8TJkyjBs3jmbNmjkFUVHw6afw/vvw6qvwzDPOfC8iIiIpKKs1ODMTT7c5H330Ub777jsAXn/9dd566y2PxSIi6ZO1ltWrVzNt2jRmz57N2rVrr3t+kSJFaNasGU2bNqV+/frUqlWLbNmypVG0GdP58+fZsWMH27dvZ9u2be7HnTt3cvny5UTX4+3tTaVKlahevXqcpGbZsmX/m0pN0gVrLYsXL2bMmDFMnjw53tXcGzZsyIABA7jvvvvS1QJGWa3dqUSnZHr79u2jT58+cebiBHjyySf54IMPyJXLNX3zokXOEPUCBZwh6+XKeSBaERHJCrJagzMz8WSbMyYmhmLFinH8+HEAli1bRsOGDT0Si4hkHEePHuWPP/5g9uzZ/PHHH4TeYLEZHx8fatSoQf369QkODqZ27dpUrVqVnDlzplHE6UNYWBj79+9n79697Nixw53Q3L59e4LDma+ndOnS7mTmlcRmlSpV/htVKBnGuXPn+PnnnxkzZgzLli275nipUqV45pln6N27d7qYViCrtTuV6JRMKyYmhq+//pqXX36ZixcvusvLly/P6NGjad68uVNw6BC89BL88w989BF06qQV1UVEJFVltQZnZuLJNufq1asJDnY+NgULFuTYsWN4eXl5JBYRyZiioqJYu3YtixYt4u+//2bx4sVx1i24ntKlS1OtWjWqVatG1apVKV++POXKlaNYsWIZ8nfRhQsXOHr0KIcOHWLv3r3XbAnNeXojBQsWjNNDs3r16lSrVu3GC0JJhrRx40Y+++wzvv/+eyIiIuIcCwwMZODAgTzzzDMe/f5ntXanEp2SKe3YsYPevXuzePFid5mXlxfPP/88b7/9NgEBARAeDsOGOcnNJ5+EwYMhRw4PRi0iIllFVmtwZiaebHO+/fbbvPHGGwB0796d8ePHeyQOEck8YmJi2LhxI3///TfLly9n1apV7NixI0l1+Pn5Ubp0acqWLUvp0qUpUqTINVv+/PnJlStXqiZEw8LCOHPmDKGhoXG2kJAQjhw5wtGjRzly5Ih7//z58zd9LR8fHypUqECVKlWoXLkylStXdu/ny5cvBb8qySiOHz/O119/zVdffcWJEyfiHMuXLx8vvvgi/fv390jP6KzW7lSiUzKV8PBwPvroI4YMGUJYWJi7vGrVqowZM4ZGjRo5q6n/8gu88gpUrQqffALly3swahERyWqyWoMzM/Fkm7Nhw4asWLECgJ9++onOnTt7JA4RydzOnDnDmjVrWLlyJatWrWLz5s3s3LmTqKioZNVrjCFXrlzkyZOHPHnykDt3brJly4a/vz9+fn74+/vj7++Pj48P1lpiYmKw1rq3iIgIwsLCuHz5MmFhYYSFhXHp0iV3QjP2/38pwcvLi5IlS1K2bFnKly8fJ5lZtmxZfH19U/R6kjlcvnyZiRMn8sEHH7Br1644xwoUKMBLL71Ev379nM5XaSSrtTuV6JRM46+//uLJJ59k27Zt7jJvb28GDx7Ma6+9hr+fH8yb5/TctNZZcOjOOz0YsYiIZFVZrcGZmXiqzRkSEkKRIkWw1uLt7c2JEyfImzdvmschIllTREQEO3fuZPPmzWzevJlt27a5h3ifPHnS0+HdFD8/P4oVK0axYsXcPVJjbyVLllQyU25aVFQUEydO5O2332bPnj1xjhUvXpyhQ4fSvXv3NJn2Iau1O5XolAwvJCSEF1988ZrhW3Xq1GH06NHUqVMHVqxwEpwHD8LQoXD//ZAB55EREZHMIas1e0uOjwABAABJREFUODMTT7U5x48fT8+ePQFo2rQpixYtSvMYRETic/78eXfS8/Dhwxw7duyaLTQ0lAsXLqRqHD4+PuTNm5e8efMSGBjo3i9QoIA7oVmsWDGKFi1KsWLFyJs3L0ZrM0gqi4yMZPz48QwZMoR9+/bFOVa7dm0++ugjWrZsmaoxZLV2Z/pZ714kiaKjoxk9ejSDBg2Ks3Jgrly5GDJkCE899RQ+a9dCx46wciW88QY88gjorpyIiIhkML///rt7/+677/ZgJCIiceXKlYuaNWtSs2bN654XHR3NuXPnOHv2LGfPnuXcuXOEh4cTERFBeHi4e4uKisLLywtjTJzNz8+P7Nmzky1bNrJly0b27NnJnj07gYGBBAYGkiNHDiUuJd3x9fXlscceo3v37owZM4Y333yT48ePA7Bu3Toeeugh9u7dm6ZD2TM7JTolQ1qyZAlPP/00a9eujVPeqVMnPhk2jOLbt0Pr1rBjB7zwAkycCPrFISIiIhlQVFQUc+fOdT9v27atB6MREbk53t7e7l6WIlmNn58fffv25eGHH+bDDz/ko48+4vLly7z11ltKcqYwJTolQzl06BAvv/wyP/zwQ5zysmXL8uUXX9AmMtIZln72LAwaBA89BH5+HopWREREJPlWrlzJmTNnAGder+rVq3s2IBEREfl/9u47PKqiC+Dwb9JDCKFDCCU06b1L74J0BJEmKCBN/AQVAUGaiogFRaki0kE6SBFCkV6F0HvvvaVn5/vjbkI22YQkJNmU8z7PfTY7t83ebLKz586ciRd3d3dGjx7NBx98wK+//kqPHj1sXaVURwKdIkUICAjg+++/5+uvv8bPzy+83MXFhS8HDGBg5sw4/e9/4OFh5OJs1Qrs7W1WXyGEEEKIhBKxN2fjxo1laKYQQgiRwnl5efH111/buhqpkgQ6RbJmMpmYN28eX3zxBVeuXLFY90nDhozImhX3adOgSRP480+oVg2k8S+EEEKIVCRyoFMIIYQQQlgn006LZOuff/6hfPnydO3aNTzI6Q584eXFw1Kl+O7ECdyLF4eTJ2H+fHj9dQlyCiGEEGmQUuoNpdRppdQ5pdTnVtYrpdTP5vW+Sqnysd3X1h4+fMi+ffsAsLOzo0GDBjaukRBCCCFE8iU9OkWyc/jwYT777DM2btwIGNH4+sAHzs40s7PDsWJF7N59F5o3Bwd5CwshhBBpmVLKHvgVaAhcA/YrpVZprU9E2KwJUNi8VAEmA1Viua9N+fj4YDKZAKhUqRKZM2e2cY2EEEIIIZIviRLF0rNnz3B1dcVe8j4mmmPHjjFq1CiWLFmCwvgW0hbopBSmnDnJMnAgzt26Qdastq2oEEIIIZKTysA5rfUFAKXUQqAlEDFY2RKYrbXWwB6lVEallCfgHYt9bSrisPVGjRrZsCZCCCGEEMmfDF2Ppd69e1OzZk1OnTpl66qkOidOnODtt9+mXKlS3FuyhJ+BK8DvQPFy5XDcsoXcN27g+sknEuQUQgghRGRewNUIz6+Zy2KzTWz2tRmtteTnFEIIIYSIAwl0xsLq1auZN28eu3fvpmzZsnzzzTeEhITYulop3smTJ/mgTRu+KlGCposXcx34DrgJjKtfH7sTJ3jz0CGy1a5t45oKIYQQIhmzlqBbx3Kb2OyLUqqXUuqAUurA3bt341HF+Dl9+jRXrxpx2AwZMlClSpUkO7cQQgghREokgc5YuHTpEo6OjgAEBgYydOhQqlSpwoEDB2xcs5RHBwbi+9tvLCpShGfFizN++XLaA3swxp2Nbt6ctw4eZNKmTRQrVszGtRVCCCFECnANyBPheW7gRiy3ic2+aK2naa0raq0rZsuWLUEqHRsRe3PWr18fB8lNLoQQQggRIwl0xsKHH37IwYMHqVixYnjZoUOHqFy5Mn369OHBgwc2rF0y9/w5+PhgGjGCu6VK4Z8uHSH9+nHhzBk+BbIBrYCrb77Jkv37WbVqFeXLl4/5mEIIIYQQL+wHCiul8iulnIAOwKpI26wCuppnX68KPNZa34zlvjYjw9aFEEIIIeJGbgvHUqlSpdi9ezc//PADI0aMIDAwEK01U6ZMYfHixYwYMYLevXvj7Oxs66raTmgonD4N+/eHL/r4cW5mz87qR49Y8fAhu4AnEXZp3rw5X3zxBZUrV7ZVrYUQQgiRgmmtQ5RS/YENgD0wU2t9XCnV27x+CrAWaAqcA/yA7jHta4OXEUVQUBDbtm0Lfy4TEQkhhBBCvJwyJp9M+SpWrKiTaij5uXPn+Oijj1i7dq1Fef78+RkzZgwdOnRI/bOz+/nB8eNw9Kix/PcfHDoEOXJApUpcy5mT+WfP8q2PDw/8/S12dXJyokuXLgwaNEiGpwshhEiTlFIHtdYVX76lSG6Sqs25fft2atWqBUCBAgU4f/58op9TCCGEEKlPWmt3So/OeChUqBBr1qxh9erV/O9//+PixYsAXLx4kc6dOzNmzBi++OILOnTokLJzKWkNt2/D2bMvljNnjMDmtWtQpAiUKmUsTZvytEgRlm7ezOTJk9m3YEGUw3l4eNCnTx8GDBiAp6enDV6QEEIIIUTK4OPjE/5z/fr1bVgTIYQQQoiUQ3p0vqLAwEAmT57MmDFjouTq9Pb2ZsCAAbz//vtkyJAhyesWK8+ewdWrL5YLF14ENc+dAxcXKFz4xfLaa1CypPGzoyPBwcFs2LCBuXPnsmrVKvwj9d4EY9h/nz596Ny5M+7u7jZ4kUIIIUTyktburKcmSdXmrFmzJjt27ABg4cKFvP3224l+TiGEEEKkPmmt3WmTQKdS6g1gIkYupBla63GR1ivz+qYYeZS6aa0PxXRMWwU6wzx69IgffviBiRMn8uTJE4t17u7udOnShR49elCuXLnEr4zWxiRAd+4YPTLv3Hnxc8Sg5tWrEBQEefK8WLy9LQObGTNGOXxISAg7duxg8eLFLF68mPv370fZxsnJiXbt2tGnTx9ef/11jF+pEEIIISDtNThTk6Rocz579oxMmTIREhICwJ07d0jK2d6FEEIIkXqktXZnkgc6lVL2wBmgIXANY7bLd7TWJyJs0xT4ECPQWQWYqLWuEtNxbR3oDPPo0SMmTpzIL7/8YjUAWL58eTp16kT79u3JnTt3zAcLCYHHj+HRI2N5+DDmn+/dexHUtLOD7Nktlxw5IHduy8BmpkwQiyDkw4cPWb9+PatXr2bdunU8evTI6nalS5emc+fOdOvWTRrkQgghRDTSWoMzNUmKNufatWt58803AaNtdeTIkUQ9nxBCCCFSr7TW7rRFAsnKwDmt9QUApdRCoCVwIsI2LYHZ2ojC7lFKZVRKeWqtbyZ9dc1MJvD3h8BACAgwHq0sGQMC+LJkST7/7jt2b93Ktn/+4cGtWzgDLoDLoUPYHzrE+kGD8M6SBe9s2cjp7o4boJ4/N4aShz0GB4OHh9GrMmNGIygZ8TFjRsiV68XPWbO+CGq6ub3Sy/Xz82PPnj1s376dLVu2sGPHDkJDQ61umydPHjp27EinTp0oVarUK51XCCGEECKtk/ycQgghhBDxY4tApxdwNcLzaxi9Nl+2jRdgu0Dnrl3QqBE4Oxt5K52dLZdIZc7OztRxcaF2ixZcv3+fwydOcPTMGZ6FhnIbeA743L/Ps/v3eQ64ZctGsUqVKFu9OuVr1qRw2bLYp08fq96Wryo0NJSLFy9y9OhRdu3axfbt2zl48GD4cClrcufOTbNmzejQoQM1a9bEzs4u0esphBBCCJEWSKBTCCGEECJ+bBHotBa5izx+PjbboJTqBfQCyJs376vXLCY1aoCfX5x3U0Bu81L94UOWL1/OwoUL2bx5s2UPybt3WbN2LaxdC0C6dOkoV64cpUqVomjRohQpUoR8+fKRJ08e0qdPH+d6BAcHc+vWLW7cuMH169e5cOECx44d49ixY5w4ccLqJEKRVa5cmebNm9OsWTPKlCkjeTeFEEIIIRLY3bt3w4eqOzg4UKtWLRvXSAghhBAi5bBFoPMakCfC89zAjXhsg9Z6GjANjHxJCVvNhJcpUybee+893nvvPe7evcu6dev4+++/Wb9+fZQJjPz8/Ni5cyc7d+6MchwPDw+yZMlClixZ8PDwwMXFBRcXF7TWBAYGWiz+/v7cunWLu3fvEtd8rCVKlKBmzZrUrFmTevXqkTNnzld6/UIIIYQQImZbtmwJ/7lKlSq4u7vbsDZCCCGEECmLLQKd+4HCSqn8wHWgA9Ax0jargP7m/J1VgMc2zc+ZCLJly0bXrl3p2rUrISEhHD58mK1bt7J9+3YOHDjAjRtR4rrhHj9+zOPHj7lw4UKC1SdnzpyULFmSsmXLUrNmTapXr06WLFkS7PhCCCGEEOLlNm3aFP6zDFsXQgghhIibJA90aq1DlFL9gQ2APTBTa31cKdXbvH4KsBZjxvVzgB/QPanrmZQcHByoWLEiFStW5JNPPgHg5s2b/Pfff5w6dYpTp05x5swZrl69yrVr1wgKCorzOZRS5MiRg1y5cuHl5UXu3LkpUaIEJUuWpESJEmTNmjWhX5YQQgghhIijbdu2hf8sgU4hhBBCiLixRY9OtNZrMYKZEcumRPhZA/2Sul7JiaenJ56enjRt2tSi3GQy8eDBg/DlyZMn4UPUlVI4mydCirhkz56dnDlz4uBgk1+3EEIIIYSIpX379rFt2za2bNlC1apVbV0dIYQQQogURSJfKYydnR1Zs2aVHphCCCGEEKmQh4cHLVq0oEWLFrauihBCCCFEimNn6woIIYQQQgghhBBCCCHEq5JApxBCCCGEEEIIIYQQIsWTQKcQQgghhBBCCCGEECLFk0CnEEIIIYQQQgghhBAixZNApxBCCCGEEEIIIYQQIsWTQKcQQgghhBBCCCGEECLFU1prW9chQSil7gKXE/k0WYF7iXyOlEqujXVyXaIn18Y6uS7Rk2tjnVwX65L7dcmntc5m60qIuEuiNick//ewrch1iZ5cG+vkukRPro11cl2iJ9fGuuR+XdJUuzPVBDqTglLqgNa6oq3rkRzJtbFOrkv05NpYJ9clenJtrJPrYp1cF5HSyXvYOrku0ZNrY51cl+jJtbFOrkv05NpYJ9cleZGh60IIIYQQQgghhBBCiBRPAp1CCCGEEEIIIYQQQogUTwKdcTPN1hVIxuTaWCfXJXpybayT6xI9uTbWyXWxTq6LSOnkPWydXJfoybWxTq5L9OTaWCfXJXpybayT65KMSI5OIYQQQgghhBBCCCFEiic9OoUQQgghhBBCCCGEECmeBDqjoZRqp5Q6rpQyKaUqRlo3RCl1Til1WinVOEJ5BaXUUfO6n5VSKulrnnSUUouUUofNyyWl1GFzubdSyj/Cuik2rmqSU0qNVEpdj3ANmkZYZ/X9kxYopb5TSp1SSvkqpZYrpTKay9P8ewZAKfWG+X1xTin1ua3rYytKqTxKqS1KqZPm/8Mfmcuj/btKK8z/a4+aX/8Bc1lmpdRGpdRZ82MmW9czqSmlikR4XxxWSj1RSv1P3jMiJZA2Z+xIu9M6aXNGT9qd0ZM25wvS7oyetDujkjZnyiBD16OhlCoGmICpwCda67A/7OLAAqAykAvYBLymtQ5VSu0DPgL2AGuBn7XW62xR/6SmlPoeeKy1Hq2U8gbWaK1L2rhaNqOUGgk801pPiFQe7fsnyStpA0qpRsBmrXWIUupbAK31YHnPgFLKHjgDNASuAfuBd7TWJ2xaMRtQSnkCnlrrQ0opd+Ag0Apoj5W/q7REKXUJqKi1vhehbDzwQGs9zvxlJZPWerCt6mhr5r+l60AVoDtp/D0jkj9pc8adtDtfkDZn9KTdaZ20OS1JuzN60u6MmbQ5ky/p0RkNrfVJrfVpK6taAgu11oFa64vAOaCy+R9kBq31bm1Ej2dj/INM9cy9CNpjNKZEzKy+f2xcpySjtf5Hax1ifroHyG3L+iQzlYFzWusLWusgYCHG+yXN0Vrf1FofMv/8FDgJeNm2VslaS+BP889/kkY+e2JQHzivtb5s64oIERvS5owbaXfGWppuc4K0O2Mgbc4IpN0ZZ9LufEHanMmUBDrjzgu4GuH5NXOZl/nnyOVpQU3gttb6bISy/Eqp/5RS25RSNW1VMRvrbx4qMzNCl/7o3j9p0XtAxN4naf09I+8NK8y9LsoBe81F1v6u0hIN/KOUOqiU6mUuy6G1vglGYx3IbrPaJQ8dsAyApPX3jEi5pM1pnbQ7o5I258tJu/MFeW9EQ9qdUUi7M2bS5kym0nSgUym1SSl1zMoS0x0tazmQdAzlKVosr9E7WP6B3wTyaq3LAQOB+UqpDElZ76TwkmszGSgIlMW4Ht+H7WblUCn+fRJRbN4zSqlhQAgwz1yUJt4zL5Hq3xtxpZRKDywF/qe1fkL0f1dpSXWtdXmgCdBPKVXL1hVKTpRSTkAL4C9zkbxnRLIgbc7YkXanddLmjJ60O+MlTbw34kranVZJuzMa0uZM3hxsXQFb0lo3iMdu14A8EZ7nBm6Yy3NbKU/RXnaNlFIOQBugQoR9AoFA888HlVLngdeAA4lY1SQX2/ePUmo6sMb8NLr3T6oRi/fMu0AzoL55yF2aec+8RKp/b8SFUsoRo7E5T2u9DEBrfTvC+oh/V2mG1vqG+fGOUmo5xvCz20opT631TfOQ1js2raRtNQEOhb1X5D0jkgtpc8aOtDutkzZn9KTdGS9p4r0RF9LutE7anTGSNmcylqZ7dMbTKqCDUspZKZUfKAzsM3fbfqqUqqqUUkBXYKUtK5pEGgCntNbhQ6iUUtmUkZgXpVQBjGt0wUb1swnzP/0wrYFj5p+tvn+Sun62opR6AxgMtNBa+0UoT/PvGYxE8IWVUvnNdwg7YLxf0hzz/9DfgZNa6x8ilEf3d5UmKKXclJEkH6WUG9AI4xqsAt41b/YuaeOzJzoWPb3S+ntGpHjS5oxK2p2RSJszetLujJa0OSOQdqd10u58KWlzJmNpukdnTJRSrYFfgGzA30qpw1rrxlrr40qpxcAJjCEQ/SLMXtgHmAW4YuSASQuzX0bOSwFQCxitlAoBQoHeWusHSV4z2xqvlCqLMQzkEvABwEveP2nBJMAZ2Gi0Kdijte6NvGcwzwjaH9gA2AMztdbHbVwtW6kOdAGOKqUOm8uGAu9Y+7tKQ3IAy81/Ow7AfK31eqXUfmCxUup94ArQzoZ1tBmlVDqMGWQjvi+s/i8WIjmRNmecSLszKmlzRk/anVZImzMKaXdaJ+3OaEibM/lT5h78QgghhBBCCCGEEEIIkWLJ0HUhhBBCCCGEEEIIIUSKJ4FOIYQQQgghhBBCCCFEiieBTiGEEEIIIYQQQgghRIongU4hhBBCCCGEEEIIIUSKJ4FOIYQQQgghhBBCCCFEiieBTiFEvCil1iiljsawfpJS6qFSyjkWx6qjlNJKqZLm505KqZFKqbIJWOVkSSnlpZR6ppQq8IrHmaSUuq+Ucoxm/SdKqVCllKdSqqJ5W49XOacQQgghRGKTNmfCkDanECKtkECnECK+FgAllVIlIq9QStkDbwHLtNaB8Ti2E/AlUPaVapgyfAGs1lpfeMXjLAAyA42iWd8B2Kq1vqm1PgAcBj5+xXMKIYQQQiQ2aXMmDGlzCiHSBAl0CiHiayXgh9GYiawukAOjISSioZTKALwLzEyAw+0CLmPl96GUKgRUwPL38QfQWynlkADnFkIIIYRILNLmfEXS5hRCpCUS6BRCxIvW+hmwBnjbyuoOwG1gC4BSqp5Saq9SKkApdVsp9ZtSKn0Mh39qfvzDPLxIK6W8zccap5Q6ah56c00pNU8plTPizkopZ6XUZKXUI/Nwme+UUv9TSulI22VWSk011ylAKbVLKVUlLtdBKVXXXL8SkcozKaWClFLvx7B7e8Af2BxhP2/z8Toopf5QSj0xv87O5vWfKaVuKKXuKqW+VUrZAWitNbAIaKmUcol0ng5AMLA0QtkqjLvxjePyeoUQQgghkpK0OcOPIW1OIYSIBQl0CiFexQKgsFKqQliBOV9Pa2Cx1jpUKVUcWA/cA9piDA/qCCyJ4bj1zI9jgWrm5aa5LDvwNfAm8D+gALDZPHQpzHigGzAK6ATkBQZFPIEy8jhtAhoCnwKtgLvApsiN2JfYZq5b+0jlrc2Py2PYtz6wT2sdamXdt+bjtgW2A38qpb4HKgPvAT8Bn0U67wLAHePaRNQBWK+1fhhWoLV+AhwHGsRQPyGEEEKI5EDanNLmFEKIWJHu40KIV7EOeITRqDloLmuMcdc2bMjKCIzhLS3CGldKqQfAIqVUNa31bivH3W9+PK+13hNxhdb6vbCfzQ3N3cA1oDrwr1IqC9ALGKG1/tG83QbgWKRzdAZKAiW01mfN220CTmM0UD+NzQXQWpuUUn9h9DL4MsKqt4F/tNYPYti9AsZwLGs2a62Hmuu1FyP/VAugqPk6rldKtcRo3C401+WwUuokxu9jqXnfEkAJ4Csr5ziC0YgVQgghhEjOpM0pbU4hhIgV6dEphIg3c9L35UB7pZQyF7+N0cgMayxWBpZHuoO8FAgBasT1nEqpJubhPo/Nx7hmXvWa+bEU4IIxTCasnhpYHelQDTAayheVUg7qRd6gbUDFOFZrEVBEKVXGXMesGD0EFr1kv5wYvQ6s8Qn7wXwn/C6wLdJ1PAd4RdpvIfBmhGFaHTDyWq0iqnvmOgghhBBCJFvS5gwnbU4hhHgJCXQKIV7VAoxhOtXMeXpaAgvMDT0AT4zcSeHMDaf7GHfhY00pVQmj8XQN6IIxvKiqeXVYjqCwRtTdSLtHfp7VvG9wpKU7kCcu9cK4w3+FF7mj2mI0iFe8ZD8XILoZQh9Feh4UTVnk3EgLAFeMO/GY67RKa/3cyjkCrewvhBBCCJEcSZtT2pxCCPFSMnRdCPGqNmM0KjtgNDDdsZxp8SZGjqNw5uE/WYCYhthY0xqj8fh2WKNWKZUv0ja3zI/ZIh0/W6TtHgAHgD5WzhNdQ9AqrbVWSi3GaOANNT+u01o/jXlPHgAZ43KuWNTlrFLqINBBKXUaKAx8Es3mGYn770AIIYQQwhakzSltTiGEeCnp0SmEeCXmO+V/Ae0wEr6f1Fr7RthkL9A6UuL2Nhg3WnZEc9gg82PkO7+uQHCEO/dgJH6P6CgQgHGXHwDzEKfmkbbzAQoBV7TWByItR6OpV0wWAgWUUs2A2ubnL3MayB+Pc73MAoy8Vb0x7sivj2Y7b+BMIpxfCCGEECJBSZsznLQ5hRAiBhLoFEIkhAUYw3daA/MjrRuL0bhZoZRqqpTqBUwDNkSTFB6tdRBwESMPUw2lVEWllBOwEcirlPpJKVVfKTUceDfSvveB6cAopdTHSqk3MBqAGYCIjdXZ5nNsVUq9p5Sqo5Rqq5T6Vin1cdhGSqlZSqlLL7sAWuuDGPmLpgH+wJqX7QPsxEgOn9AWAY7A+8BS8/W0pqK5DkIIIYQQKYG0OaXNKYQQMZJApxAiIewGLgGKSHeVtdbHgSYYQ4mWYTRCF2DM6BiT3hg5jTZhzIiZS2u9FhiMkY9oFcZd7GZW9v0MmAWMNJ/rNvA78CRCvQKAuhgN2VHAP8BEjGE3+yIcKx1w5yV1DbMIYyjVaq21Xyy2XwYUV0rljeXxY0VrfQ3YjpXfRxilVDmMoVXLEvLcQgghhBCJSNqcBmlzCiFSBaVUKaXU+0qpYUqpMeYbR28qpTLF+5iWvfGFECJ1UkptAhy11rXjuN9lYITW+s9EqtdhYJ7W+rvEOH4M5/0GqKS1bpCU5xVCCCGESM2kzRnlvNLmFEJYUEoVwMhb3AnIAZgw0l8EYuT0TWcu2wbMABZprU2xPr4EOoUQqY1Sqi5QBTiEMZzmbYwZM9tprZfE4Ti5MJLHe8cwFOdV69oO+A4opLUOSYxzWDmnG3AZeEtrvTUpzimEEEIIkdpIm/Ol55Q2pxDCglJqBkaAcwewFNgFHDfnYQ7bJitQCSMHcFvAD3hfax1dvmULMuu6ECI1ega0AoZgJJc/C3SLS4MTQGt9A8iV4LWztAQoAHhhNASTQl5gtDQ4hRBCCCFeibQ5YyZtTiFEZAFAUa11tP+HtNb3gHXAOqXUQIxJ6Lxie4Ik79GplJqJkd/kjta6pJX1nTDyoYDxwdFHa30kCasohBBCCCGEEEIIIYRIYkqpjFrrR/Hd3xaTEc0C3ohh/UWgtta6NDAGYzY5IYQQQgghhBBCCCFEKqCU6qOU+izC87JKqWvAfaXUQaVU7ngd1xY5OpVS3sAaaz06I22XCTimtX5pF9WsWbNqb2/vhKmgEEIIIUQiOnjw4D2tdTZb10PEnZ2dnXZ1dbV1NYQQQgghYsXPz09rrW3R0TFGSqkTwM9a6ynm5/9ipAH5AWOk93Gtdee4Hje55+h8H2Nc/kt5e3tz4MCBRK6OEEIIIcSrM8+uK1IgV1dXnj9/butqCCGEEELEilLK39Z1iEZe4DSAUiobUB2or7XeqpQKAibF56DJLqIbxjyD3fu8yNdpbZteSqkDSqkDd+/eTbrKCSGEEEIIIYQQQggRHwEBsCRO85YlGqXUTKXUHaXUsZdsV0kpFaqUeiuBTh0IOJl/rosxu/p28/MHQMb4HDRZBjqVUqWBGUBLrfX96LbTWk/TWlfUWlfMlk1GfwkhhBBCCCGEEEKIZOzyZahRA9q1g7/+snVt4OVz6aCUsge+BTYk4Hn3Af2UUiWAAcB6rXWoeV0B4EZ8DprsAp1KqbzAMqCL1vqMresjhBBCCCGEEEIIIcQr27ABypeHgweN5927w8mTNq2S1vpfjB6UMfkQWArcScBTDwKKA0eBPMCwCOveBnbG56BJnqNTKbUAqANkNc+m9CXgCGBOQDoCyAL8ppQCCNFaV0zqegohhBBCCJHaXXx4kc0XN3P87nEuPbrEpUeXeBr0FACFIpNrJvJ55MM7ozelspeiRt4aeGf0xtxOF0IIIURsmEzw9dcwYgREnBT8+XMYPBhWrbJd3V5CKeUFtAbqAZUS6rha6xNAIaVUFuCBtpwt/RPgVnyOm+SBTq31Oy9Z3wPokUTVEUIIIYQQyZhSqgDwLhAMTNda37ZxlVK8Y3eOMf3gdFafWc3FRxdfuv2+6/ssnnu5e9GkUBM6lOxAHe862NvZJ1ZVE4TJZOL69evcuXOHhw8f8ujRI7TWODg44OjoSJYsWciRIwc5c+YkXbp0tq6uEEKI1ObGDejSBTZvjrquZUv488/EroGDUiri7N3TtNbT4rD/T8BgrXVoYtzotJayUmt9NL7HU5YB05SrYsWKWmZdF0IIIURKoJQ6KCNWYkcp9Q/QCsgATNFat7Jlfdzc3HRKnHVda82SE0v4ae9P7Lq6K8GOmzN9TrqV6caHVT4kl3uuBDtufJlMJo4dO8b27dvZuXMnx44d4+zZswQEBMRqfy8vL4oVK0aJEiWoVq0a1atXJ3fu3IlcayGESFxPnjzhzp07BAcH27oqaY+fH9y/b/TojCxjRsiQAeIZPHR0dCR79uxkyJAhxu2UUn5aa7eXbOMNrNFal7Sy7iIQVsmsGJMG9dJar4hPva0cvwjgBbhEXqe1Xhvn40mgU6QpJpNxN+XsWTh3zvj5xg24fRuePIGnT8Hf39hOa3BygvTpjSVbNvD0hFy5oFAhKFIEChQAhyTvGC2EECKFk0Bn7CmldgFNgJzAeK11S1vWJyUGOrdf3s4nGz+J0jMzITnaOdKhZAeG1BhCsWzFEu081oSEhLB161aWLFnC8uXLuXMnIdOHgbe3N02bNqVZs2bUrVsXF5co38OEEMmJ1vDsGTx6BI8fG4GmoCBjCQw0HoODjeCSnZ2x2Nsbj46OkC6dsbi5vfg5Q4YU+73vyZMn3L59Gy8vL1xdXSX1SFIJCYGrV40gZ2QODkYs4SUByphorfH39+f69evkyJEjxmDnqwY6I203y7zdK08Zr5QqBSwAivEikBqR1lrHediIBDpF6qU1nDkDu3bBgQNw+DD4+hofWK+9ZgQrc+c2Apc5chj/ZDJkABcX40NOKeMD8NkzIwB65w7cvAnXrxuB0tOn4dYtKFECKlWCqlWhbl3Ik8fWr1wIIUQyJ4HO2FNKlQfmm5/W1VrftGV9UlKg84H/A/qt7cfCYwuj3cbJ3olquatRO19timQtgndGb7KmywqASZu4/ew2lx5d4sz9M+y8upO91/cSEBJ970g7Zcf75d5nZJ2Rid7D8/bt20ydOpUpU6Zw82bSvC3Sp09PmzZt6Ny5M/Xq1cPePnkP2xciVQkIgIsXjSWsw8rNmy+Wu3eNwOajR9Z7z72qDBkgc2bLJWdO8PIyvlNGfEyfPuHPH0/nzp0jV65ckpojqWhtvAevXDHiCZG5u0P+/EanqgTg5+fHjRs3KFSoULTbvCzQGXEuHeA2UefSibjtLBIu0LkfI6XmUOAcEBR5G6315TgfVwKdIlW5eRPWr4e1a2HrVuPuW/XqRiCyXDkoUwYyZUq48z1/bgRQ9+83AqpbthjHb9wYWrWCWrWMu4JCCCFEBBLojD2l1HJgEuAMtNRaf2DL+qSUQOeWi1vosrwL159et7q+rnddPqjwAc2LNCedY+y//AaGBLLl0hYWHFvA8pPLwycuiszVwZXhtYbzyeuf4GifsG2hy5cvM3r0aObMmRPrYZiZMmUib968ZMqUiYwZM2Jvb09ISAhBQUHcvXuX27dvc+PGDUJDQ2NdDy8vL3r16kXPnj3x9PSM78sRQkSktdGxxNcXjh41OpicP2+Mxrt+3XISl+TM3d0IeObObfTcK1jQ6GhTsKCxJGEg9OTJkxQtWlR6ciaFwEAjwPn4cdR1ShmB8Jw54z1U3RqtNadOnaJYsehHU8SmR6ctKKWeAW211hsS9LgS6BQpmskEe/cagc21a427ew0bQtOmUK9e0veuNJmMD+S1a2H5cuNDuXVrePddqFEjQf+hCSGESLkk0Bl7SqltWuvaSil7YIPWuoEt65PcA51aa0ZuHcmYf8egidrOb120NV/V+ypBhpf7Bfvx5+E/+XHPj5x9cNbqNqWyl2Ja82lUzV31lc93584dxo4dy5QpU2IMcGbIkIFatWpRs2ZNqlatSvHixcmSJctLv+QHBQVx7tw5Tpw4wYEDB9ixYwf79+8nKChKBxMLDg4OtGvXjs8//5zSpUvH67UJkSaZTMYIvN274b//jOCmry88fGjrmiW+7NlfBD2LFIHixaFYMSMYmsAdZU6ePBljEEwkgNBQY7TnrVvWg/GuruDtbYwuTQQv+x0n40DnZmCB1np6gh5XAp0iJQgICODKlStcunSJy5cvE3zoEEX276fsqVM8s7dnd+bMbHF15YCjIzg4YGdnh729PXZ2dtjZ2eHu7k6WLFkslqxZs+Lt7U3BggVj1fiNl6tXYcECYxa1gADo2RN69ICsWRP+XEIIIVIMCXTGnlKqNVATsAMWa60TbiadeEjOgc7AkEDeX/U+847Oi7KubM6y/NLkF2rkrZHg5zVpE0tPLGXY5mFWA54KxWfVP2N03dE42cd9qJ7JZGLmzJl8+umnPHr0yOo2bm5utGvXjnbt2lG/fn2cnZ3jfB5r/Pz82LJlC2vWrGHlypUvHSL/5ptv8sUXX1C16qsHdoVIdZ4+NUbB7dljBDf37jWG+CYGV1djohcPDyO45OxsDBUOe3RyMgJSJpMRpAp7DAoy5mx4/tzI7fn8ubE8fZo0vUkdHIw0a8WKGcHPsKVo0XgPdZZAZyLSGu7dM9IoWLsBp5TRg9PT00iPl0hScKCzEEaOzp+ALcCjyNtorf3ifFwJdIrkxN/fn2PHjvHff//x33//ceTIES5cuGAkTwY6Ap2BjMA883I8Ac6bIUMGChYsSMGCBXnttdcoV64cFSpUwNvbO2ECoFobeUJ/+w1WrDB6eX7yifGhJYQQIs2RQGfKlVwDnY8CHtF6UWu2XtpqUf6qQca4CA4NZsahGQzfMpz7/lEnX6jgWYH5befzWpbXYn3Ms2fP0qNHD/7991+r6wsVKkT//v3p1q0bHh4e8a57bISGhrJ161bmzJnDkiVLiOl90KJFC8aOHUupUqUStU5CJGtBQUZQ08cHNm2CffuMCVriSyljKHjBgsbIPU/PF5PFenoa8y5kymQENxMo/2G40FBjOPKDBy+We/dezOFw48aLxxs3jNeekBwdjeBnmTKWS7ZsL91VAp2JQGtjkqGbN43h6takTw958xrp9KwwmYw4v6OjkengVaTgQGdGYDrQJrptZDIiCXSmODdu3GDz5s1s3ryZffv2cerUKYvcSApoCPQFagBLgbnADrAyGCvhZcqUifLly1O+fHmqVq1KnTp1yJw586sd9O5dmDYNfv7ZyB86bBhUqJAwFRZCCJEiSKDTOqVUS6AwcA/jXuYxrbX/KxxvJtAMuGNtFlFl3M2cCDQF/IBuWutDMR0zOQY6Hwc8pv7s+hy8edCiPFu6bCxut5g63nWStD73/O4x6J9BzD4yO8o6N0c3fm/xO2+XfPulx5kzZw59+vSxGlDMly8fo0aNonPnzjaZEOjx48f8+eef/Pbbb5w+fdrqNkopunbtytdff02uXIk7MZMQyca1a7BqFaxZA9u2Gb0i48rNDUqVMpbixY3h3IUKGUN/XVwSvMoJLiwIdv06XLpkpDOLuFy69GoB34g8PaMGP197zWKGeAl0JiCTyQhw374dfYDTwcEIyGfJYjV1nZ+fcYgHD4y3QYYMxq/sVaTgQOcaoBowg+gnI/ozzseVQKdISo8fP2bTpk3hwc1Tp05Z3S4j0B3oAzwHJivFNi8vchQoQL58+ciTJw+ZM2fGw8ODDBkyhD+6uLhgMpkIDQ0NfwwNDeXx48c8ePCA+/fvhy+3b9/mwoULnD9/PsY78hEppShbtix169alXr161KxZkwwZMsTvYvj5wYwZMH48VK4MX31l3KUTQgiR6kmgMyql1DTgfeAWRlPAFQgFLgC+wBGt9dg4HrMW8AyYHU2gsynwIUagswowUWtdJaZjJrdA5/Og5zSa24hdVy1H9BfOXJh1ndZRMHNBG9UMNp7fSPeV3a1OiPTp65/ydf2vcbBziLLu+fPn9O/fn1mzZkVZly5dOkaNGsWHH36YYMPTX4XJZGL16tV888037N271+o2bm5uDB06lIEDB+KSEoI0QsSF1nDkiBHcXLkSDsV4rygqDw+oWhWqVDEmjy1d2ghoJuIwX5sLCTFSnIVNsnTyJJw4YSw3brz68V1coEQJI+hZtiwna9SgWKlSFsHPlGjkyJGMGjUq/LmnpyfVqlVj/PjxFCxo+Vk3a9YsJk+ezLFjx7C3t6dcuXIMGjSIFi1aWBxv0qRJ3Lt3L9pzzpo1i+7du0cpn/z55/Ru29ay0M7O6FWcMydEugEXGGiknn3wwHrsv3TpV+uEnIIDnc+Bnlrr+Ql6XAl0isT24MEDVq1axZIlS9i4cWOMCd0LAWMyZKC5vz+Xihfnadeu5Gzdmtx58uCQSP+YtdbcuXOH8+fPc/78eY4dO8bBgwc5dOgQD1+SCNve3p6aNWvSqlUrWrZsibe3d9wr4O8Pv/5qBDybNzcCnjlzxu/FCCGESBEk0BmVUuoR8J3W+ivz84JAGaC0eSmltS4cj+N6A2uiCXROBbZqrReYn58G6mito03EmJwCnQEhATSb3wyfiz4W5a/neZ1VHVaRJV0WG9XshQf+D+i5uifLTi6Lsq5BgQYsfmsxmVwzhZddu3aN5s2bc/jw4SjbN2nShN9++y1+7a1EprVm8+bNfPHFF+zZs8fqNkWKFGH69OnUrFkziWsnRCI4dgzmz4eFC40JYWPrtdegVi2oVs1YihRJ3UHNuHr82DLweeKEMdnttWvxPuTJdesoljWrEUlLl85YXF2NRyenFDNh7siRI/npp59Yv349ABcuXGD48OGEhoZy/Phx3MwT/fTp04fp06fTt29fmjdvTkhICAsXLmT27NmMGzeOwYMHhx8vxkCnycSsKVPo3q8fmydPxjXCzbUCXl5kDxvpqZTRezNXLotoZVDQi+Dmy5oNuXIZS3yl4EDncWCY1npFQh43ZYf0RbL15MkTFi9ezJIlS/Dx8SEkmq75zs7OvP7663QqUoQWp06R5ehR7Pr0gf79KZEjR5LUVSlFjhw5yJEjB6+//np4udaaS5cucejQIfbt28e2bdvYv38/JpMpfJuwXE1bt27lf//7H2XLlqVVq1a0bt2aUqVKxS6/p6urka+zZ08jyFmyJAweDB99lPC5ZYQQQojk6ykQHiHSWp8HzgNRI2QJxwu4GuH5NXOZRaBTKdUL6AXglEw+m7XWdFvRzWqQc0PnDaR3Sm+jmlnK7JqZJe2WMO3gNAasH0BQ6Isb3psubKL6zOqs7bQW74zeHDp0iObNm3MjUo8mFxcXJk6cSM+ePRNn8sgEoJSifv361KtXjzVr1jBkyBCOH7fMJH/69Glq1apF7969GTduXKLnFBUiwV26ZEy0umCBEXyLDU9PqF8fGjQwHnPnTtQqpnhhPVwjT2h2/74xI/2RIy+W48fjlgs0KMhYIk4AZW//IugZ8TGZBp8dHBzCJ3urWrUqefPmpWbNmqxdu5Z27dqxYsUKpkyZwuTJk+ndu3f4fk2aNCFnzpwMHTqUhg0bUr58eesn0NqISoblYb19G4BKxYuTPnKuzbAAp6cnODujNfg9N2LVjx+/PLgJxuXPksVILZtGfQqMUkod1lpfSqiDSo9OkWC01uzZs4fp06ezaNEi/KLJx1KuXDmaNGlCvbp1qREYiPOPP8Lp0zBwoBHsS588GubWPHnyhO3bt7N582a2bNnCf//9F+22JUuWpGvXrnTq1ClueZnOnDGuxblzMHUq1K6dADUXQgiRnEiPzqiUUmMAF631pwl8XG+i79H5N/CN1nqH+bkP8JnW+mDkbcMklx6dX2//mmGbh1mUlfcsz+aum/FwSZ4BtL3X9tJ2cdsoQ9mzu2VnmOcwhvQaEqX9WKxYMRYtWpTiJvUJCQlh2rRpjBgxgvv3o07MlCtXLn777Tdatmxpg9oJEQf+/rB0KUyfDtFMCmZBKSNI17IlNGtm5NhMpjcoUrzgYON7dMTg55Ej4cG5MOE9OuPCxeVF708XFyP4aePen9Z6YPr7+5MuXTrGjx/Pp59+St26dbl27RqnTp2Kkr/58ePH5MuXjzZt2jBz5swXx7t9G54+NaKTjx5ZzJ4+a/Vquo8ezdNt214EOu3tjUmgsmcnWDnx7NmL4GbYriaTidq13enb92tu3brMunVzCQkJpnv3oXTp8imbN8/h99+/4fr1KzRq1Ih58+bh6uoa72uTgnt07gfyApmAS1ifdb1yXI8rPTrFK3vw4AFz585l+vTpHDt2zOo2VapUoW3btrRt25YC+fMbs+4NH278Ixk8GDp2TBG9FzNkyMCbb77Jm2++CcDNmzdZvXo1K1aswMfHx2JY/rFjx/jss8/4/PPPadCgAV27dqVVq1bhXeqj9dprRvLu5cuhc2do3NgY1v6qkyAJIYQQyds1YJBS6irwm9Y6gWZqeOk580R4nhtIgARpiWv16dV8sfkLi7Li2YqzofOGZBvkBKiSuwoHex2k7eK27Ly6M7z8zqE7fLT4IyMjawQtWrRg3rx5pE/GN8Gj4+DgQN++fXnnnXf4/PPPmTZtmsX6Gzdu0KpVK9566y0mT55M1rgGIYRIbEePGsHNOXMsewBa4+ICjRpBixZGcDOJRualeY6OxmjAkiWhU6cX5bdvvwh6Hj5sbBdRpUpJWs1oJUCnu0uXLgGQM2dOQkJC2L17N3379rU6SZ2Hhwd169bl33//Nd7TT55AaKhxjV5Sl4KtW3P/8WMK5POmd99BvNWuD0/PGvcBDh7cSu/edZkyZQsVKtQB4Pr1CwQE+LFgwY80avQOY8bMZ8OGWfz882cEBV3mypWL/PDDd1y8eJEBAwbwxx9/0Ldv31e+HinQMfOSoCTQKeLt8uXLfP/99/z+++9We2+WKlWK7t2707ZtW/LmzWsUbtkC774Ld+7AyJHQvn2URL0piaenJ7169aJXr148efKE9evXs2zZMlatWoW/vzFJrMlk4p9//uGff/4hQ4YMdO/enb59+/Lay6ZWa93aGN4xdKiRSHrmTGjYMAlelRBCCGET3wPpgJ8whjFtB44AhzEmIjqXCOdcBfRXSi3EmIzocUz5OZODU/dO0WlZJzQvvpRlds3M6ndWkzVd8g+W5Uifg01dN9F9ZXcWHlsIJ4AlgMlyu4EDBzJ+/HibzKiekDJlysTUqVPp2LEjPXv25OzZsxbrlyxZwq5du5gzZw716tWzUS2FMAsKgr/+gkmTIJpcs+Hs7Y3vJu+8A61aGVNHi+QhRw4j8NyokfH85EkjF6q/v/WZcFKYsLR4Fy5coG/fvri7u9OgQQPu3btHYGAg+fLlMzY0mYxZgAIDISAA/PzI5+bG+mvXjNGTz54ZAc5ogpyh2OGRLR+fDRhC8TI1eB4Af/+9kEGf9OXa9QA6dvzYvKUyf1a96O169qwvAN26DWTAgAFkygTNmhVm9ep5nDlzkk2bNoWnYpk2bRqnT59OlGuV3Gmto870lAAk0CnizNfXl/Hjx7Nw4UJCQy1vvbu5udGhQwd69uxJ5cqVX+RR2rEDRoyAK1fgyy+ND8QUPutbZBkyZKB9+/a0b9+ep0+fsnTpUubMmcOWLVsISxHx5MkTJk6cyMSJE2nYsCH9+vWjWbNm0TfiM2QwGhqtWkH37tCmDYwbZwwdEEIIIVIXd6AA5omHzEt7YAhgp5R6rrV2j8sBlVILgDpAVqXUNeBLwBFAaz0FWIsx4/o5wA9IlAZ3QgkKDeKdpe/wNOhpeJm9suevdn9RIFMBG9YsblwcXJjXZh5Bx4JY9tcyiPQds9Nnnfj+2+9tU7lEUrt2bXx9fRkzZgzjx4+3yF9/48YNGjRowODBgxk9ejSOkXtfCZHY7t0zUmb9+ivcfMm9nmrVjN6D7dpB9uxJUz/x6uzswM3NWJKLO3eMgHnkRamoC4DJxP379y3+R+bNk4dF06fjaWfHrevmtCh37xo9kgMDo54zUvwCjI+gAFwIwAV/XPFX6fC3cyMg1JE8VcuTJ0K61MqVmxIUFMjMmWPp0OEj7OzsqFChNnv2GP/T7eyMr/D37h0lY8aMjBrVJ7xDbVjam88//9wi3/Tz58/JLKM3E1TqijSJRLVr1y7Gjh3LunXroqwrXbp0+PCcDBHv5p08aQxN9/U1Ap1dukTtOp8Kubu7061bN7p168aVK1eYN28ef/zxh8Vd/I0bN7Jx40by5s3LgAED6NWrF+7u0Xx/a9DAGHrQty9UqABz50J0CZSFEEKIFEgbdwXDJiBaHlaulHIBSpqXuB7znVics19cj2srwzcP5/CtwxZlPzb+kXr5U15PwH+3/cvf3/wdJchJc5iXbh51D9Xl/fLv26RuicXFxYWvvvqK9u3b06NHDyLOL6C1Zty4cWzevJn58+dTsGBBG9ZUpBnHj8PEicbw9ICA6LfLmtUYldejBxQtmnT1E6nblStx2/7WLTzSp2fTr7+ilCJnlizkypbNCBpevUrWkBCcnZy4fPFilCBnKHYE4cS5W/fImS0nV8jDfTITigOHKI8mwuRLmiipVCKqX/8tNm1azI0bl8iduwDp0oG7uzGPVPr0RrDzwoWj1KhRwyIo6+vri4ODA7Vq1Qov8/Pz49KlS5QsGecmToqllOoCzNdax3CVo+xTCPDUWm+PzfYS6BQvdfToUYYNG8bq1aujrKtbty6DBw+mUaNGlrNg3rpl9Nxctgw+/xwWLzZyt6RBefPmZciQIQwePBgfHx8mTZrEmjVrwmdvv3LlCp988gljx46lX79+DBgwgOzW7o5mzvxilsM33oCPP4bPPkvRQ/+FEEKIl9FaBwAHzEuatfXSVr7b9Z1FWfsS7elfub+NahR///33Hy1atCAw4hdRBbQCyhhPe6zugUbTo3wPG9QwcZUpU4Zdu3YxcuRIvvnmGyJODrtv3z7Kli3LlClT6BQx554QCWn/fvjqK1i5MubtGjQwJott2RKcnZOmbiLxxTc3ZnCwERD39zcew5a4zPz+ihzs7alYvDgmFCE44I8DoTgQgj0hDg5UKFWBlTv20vejfITaOROMI0E4YcKeZ8+e8O/BA9Sp05o75CAQFzRYBjljIexPIX9+RYkS1geq+vr68vbbb1uUHTlyhKJFi+Ic4W/p6NGjmEwmSpcuHddLkZINAsYopeYAS7TWR6xtpJTKArwBdMAYnRPru58S6BTRunjxIl9++SVz5861aIAppWjbti2fffYZlSInMn72DCZMgF9+MYZanz4tk+iY2dnZ0bBhQxo2bMjly5eZMmUKM2bMCJ817tGjR3z11Vd8//33vPfee3zyySfkz5/f8iBKGRM31ahh9I7dtg3mzYMsWWzwioQQQoikoZSqBdzRWp+ydV1s4VHAI7ou72qRlzN3htxMeXOK5Y3mFODSpUu88cYbPH361KK83+h+TNPTCDa9mO225+qeAKky2Ono6MhXX31FgwYN6Ny5MzduvJgD69mzZ3Tu3Jndu3fzww8/4JQCJuwUKcT27UaAc8OG6Ldxc4P33oMPP4TChZOubqlEaKgx+/bTp8ZcN5Efw36OGCsMSyEZOXYYGmqkmXzZo8lkfE20tzd6E0ZefvzRiG1G/LgI+znio7Uyy3WOKOWIUsYoROUCuIBCgykUFRqKCg2B8McQVEgIaBPmrdDmPJbGY8SyFz+bsLO63CY7oThwMHIPzAhad/iMTz9tzcwVy2nTppfFuj//HMfz509o3z72NwjDJp8PG/Xv6goTJiwla9aslCqVDzsr1fD39+f8+fOUKVPGotzX19dqmZubW3gv/mXLlvHTTz+RKVMmRowYQf/+/XFzc2PKlCkUKlQo1vVOzrTWZZVSbwMfAsOUUs+Ak8A9IBDICOTHmI39ITAX6K21vh7bc0igU0Rx7949xowZw+TJkwkOftHYVErRqVMnRowYQeHIH3ohIfD77zBqFNStCwcPgrd30lY8BcmXLx/ffPMNX375JXPmzGH8+PGcO2fMsRAQEMBvv/3G1KlTeffddxk+fDjeka9l3rzg4wNDhkDFirBkiTGkXQghhEidtgJaKbUV+EFr/bdtq5O0hmwawtUnV8OfKxSzW80mk2smG9Yq7p49e0bLli25c+eORfm3337LZ599RuPTjWm7uK1FsLPX6l54OHvQrkS7pK5ukqhbty6+vr68//77rIzUu+7XX3/lyJEjLF68GE9PTxvVUKQKPj4wejT8+2/02+TNCwMGwPvvQ8aMSVa1lCAgAK5fh2vXjOXuXWO5dy/q44MHRuAxOQkKSuw5iBRGaMkBSLyev6E4vLQHZp06rWjbtjfjx/fj4sUT1KjRjNDQEDZuXMSaNbPo1+8bihZ9kQIuJCQIH58l2NuDk5ORZc/ZGerWrU2ePNl4++22VK5cmdKlSxMaGsqiRYtYtGgRP//8M3bmKOe2bduoX78+Pj4+1K5dm+PHj2MymawGNQcMGBClrESJEuHH2r59O//++y+bNm2iY8eO7N69GycnJ8aPH8/o0aMT6EpGpZSaCTTDuKkcZRy9UqoTMNj89BnQJ7qemLGhtV4ELFJKFQQaAOWBnIAbcBv4F9gJbNVaB0d7oGhIoFOECw0NZcaMGQwdOpQHDx5YrHvzzTf5+uuvrXep/vtv+OQT8PSE1asl4BYHLi4u9OzZk/fee4/ly5czbtw4Dh48CBi/j5kzZzJnzhx69OjBsGHD8PLyerGzgwN89x1UqQJNmhiTFL33no1eiRBCCJGo6mLMyF4FGACkmUDnnmt7mHpwqkXZoGqDqJu/ro1qFD8mk4muXbvi6+trUT5o0CA+/fRTAJoXac7S9kstgp0aTadlnfBw8aBRwUZJXu+kkCVLFpYvX86UKVMYOHAgARFyJe7YsYMKFSqwZMkSXn/9dRvWUqRI+/YZHSM2b45+m4oVjXRYrVunusliY0NrIzh59qwxEfelSy8CmmHL/fu2rqWIi8GDf6NEiSosXTqZFSumY2dnR9Gi5Zk4cSWNG7fA2dkIZmbKBM+fP+Xzz6PeSNuyZQv589ehSJEizJw5k6tXr6K1pnjx4syePZsuXbqEb6u1JjQ0NHwU7NGjR0mXLp1FruWHDx9y7dq1KPEUX19fi7LQ0FBCQkIICgpCa83t27fJlCkTDon/tzkLmATMjmb9RaC21vqhUqoJMA2jTfZKtNZhudkTlNLxzc+QzFSsWFFHTOgt4mbfvn307ds3PMgWpnr16nzzzTfUrFkz6k6nTxt5Is+fhx9+gKZNLfvDizjTWuPj48M333zD5kgNEmdnZ3r37s2QIUPIkSOH5Y6nThkzsteoAT//nGbzoQohREqhlDqota5o63qIuHNzc9NhM6cmthBTCBWnVeTI7RedJgpnLoxvH19cHFLWZ/3IkSMZNWqURVnbtm1ZvHhxeE+WMKtOr6LNojaERpinIJ1jOny6+lA1d1VSs0OHDtGmTRsuX75sUe7o6MjEiRPp3bt3iktXIGzg+HH44gtYsSL6bWrWhGHDoFGjNPEd7skTOHECzpwxAprnzr0Ibj56ZOvaJa51606SNWsxW1cjQSllxOUdHIwh+5F/dnR8sTg5vZjMPbnbuXMnI0aMoECBAowcOZI+ffoAMHXq1Bh79p88eZJixaL/HSul/LTWbjGdWynlDayx1qMz0naZgGNaa6+YtrMlCXSmcffu3WPIkCH8/vvvFnk48+fPz48//kiLFi2iNqYeP4YxY2DWLOMO4YcfGv89RILaunUrw4cPZ8eOHRblbm5ufPbZZwwaNAg3twj/q54+NYaaXLpkJBaXIU5CCJFsSaAz5UrKQOf3u77nk42fWJRt7LKRBgUaJMn5E8q6deto2rSpRVmZMmXYuXOnZVsmgjlH5tB1RVeLskwumdjefTslspdItLomB/fv3+edd95h48aNUdb16NGDX3/9VfJ2CuuuXIHhw41Z1KP7nt+okRHgjDDzc2oSEmIEM3194ehRY/H1hUj3DhJVhgwvFnf3qD+7uxt5H11cLBdn5xc/hwXnwvJuxvSolPHrDsvXGXEJDQWlTlKokBEEC3tbWHuM7ueYtotNWZjo8oBG/tlanlFrS0oIXCaVJA50fgIU1Von2wTaEuhMo7TWzJ8/nwEDBlgMU3dxceHzzz/ns88+w9XV1XInk8kIbg4bBm++aSSyjtyzUCQorTUbN25k+PDh7Nu3z2Jdrly5GDt2LF27dsU+bOZ1reHrr2HaNCONQNqavU0IIVIMCXTGnlKqAPAuEAxM11rftmV9kirQef3JdYpMKsLz4Bfn6lSqE3PbzE30cyekGzduUKZMmfDJFwGyZcvG/v37yZcvX4z7Ttwzkf9t+J9FWS73XOx8byfeGb0TobbJR2hoKF988QXjxo2Lsq5u3bosXbqUTJlSVo5WkYiePYNvvzUmhY2Q+sBC/frG97cqrzzaNNkIDoZjx2DvXmP57z84eTLhJwG3t4dcuSB3bvDygpw5IVs2yJrVWCL+nCVL8usD9LIgmEj5YhHoDAKORiiaprWeFmkbb14S6FRK1QV+A2porZNtUgcJdKZBN2/epHfv3qxatcqivHnz5vz0008UKFAg6k67dxvJqR0djaHRFeW7WVLSWrNmzRqGDRvG0aNHLdaVKVOGCRMm0KBBhN4dixYZPW1nzTJSCgghhEhWJNAZe0qpf4BWQAZgita6lS3rk1SBzvdXvs/MwzPDn2d0ycipfqfIkT7l3GQODQ2lQYMGbN26NbzMzs6OzZs3U7t27VgdY8SWEYz5d4xFWaHMhdjRfUeKuhbxtXTpUrp168azZ88syosUKcKaNWtSzSy8Ip5MJqP35pAhcPOm9W0qVzY6QtSvn7R1S2BaGx1Ww4Kae/fCoUPG7OWvysUFChUyloIFjXmZcud+seTIYQQ7UyoJdKZ+SdGjUylVGlgONNFan3mF6ia6JM82HIvZnBQwEWgK+AHdtNaHkraWqZPWmrlz5/LRRx/x8OHD8PJ8+fIxadIkmjVrFnWnW7eM5NSbNxt3CTt2lD7iNqCUonnz5jRt2pRZs2bxxRdfcOvWLQCOHDlCw4YNadasGT/99JOR9Pjtt41P6LZtX6QXEEIIIVKm9IAj4IExtWuqd/T2UWYdmWVR9lW9r1JcYG/s2LEWQU6A0aNHxzrICTCqzige+D/g1/2/hpede3COFgtbsPXdrbg6usawd8rXtm1bihUrRvPmzblw4UJ4+enTp6latSrLly+3nktfpH47dsD//geR5lgIV7w4jB0LrVqlyO9vWhtTQmzZAlu3GhPGm7/+xIudHbz2GhQrBoULG0HNsMdcuYz1QgjrlFJ5gWVAl+Qe5AQb9OhUStXCmI5+djSBzqbAhxiBzirARK31S/vXS4/OmN24cYMPPviANWvWWJT37duXcePG4e7ubrlDaChMngyjRhkzeQ8fDunTJ2GNRUyePXvGhAkT+O677/Dz8wsvd3Z25rPPPuPzzz8nXbp0cPEiNGsG9erBjz+myZkUhRAiOZIenbGnlCoPzDc/rau1jqbbUtJIih6dTec1Zd25deHPi2QpwrG+x3CwSzmf4/v376dq1aqYTKbwsvr167Nhw4YXKXdiyaRNdF7WmQXHFliUtyvejoVvLcROpf4Ixd27d2ndujU7d+60KHd0dOT333+3mAFYpHJ37sAnnxg9Oa3JkcMYot6tW4rqhqi1MTHQli0vgpvxDWx6ekKpUi+W0qWNAGdana9VenSmfq/ao1MptQCoA2QFbgNfYtxkRms9RSk1A2gLhGW7DUnO7VibDF2PqUusUmoqsFVrvcD8/DRQ52WNWgl0Rm/VqlV0797dIhent7c3M2fOpG7dulF32LsX+vY1MiX/+qtxN1AkS9evX2f48OHMmjXLYjKpfPny8dNPP9GyZUvUkyfQrp2R3XrRIiPztRBCCJuSQGfsKaWWA5MAZ6Cl1voDW9YnsQOdPhd8aDDHcrKhFW+voGXRlol2zoQWEBBA+fLlOXnyZHhZ9uzZOXLkCDlz5ozXMYNDg2m2oBn/nP/HonxYzWGMrTf2leqbUgQEBPD+++8zf/78KOtGjx7NF198ITOyp2ahoUYe/qFDrU8T7uwMAwcao7kid2JJph49gn/+gbVrYdMmuH497sfImdNIO1qlijFKv0wZI1emeEECnalfQgxdTy6UUkOB/sA94HDYorXeHNtjJMfbn17A1QjPr5nLRBwFBATw4Ycf0rJlS4sgZ79+/Th69GjUIOeDB9C7N7RubXxIbt4sQc5kzsvLi5kzZ7Jnzx4qRsibevnyZVq3bk3Tpk05f+8e/P03ZMxozLIY4b0ghBBCpACZtdY+wAagoK0rk5hM2sSnGz+1KKuZtyYtirSwUY3i58svv7QIcgL88ccf8Q5yAjjaO7L4rcUUz2bZNv1q+1f8efjPeB83JXFxcWHu3LmMGjUqyroRI0bQt29fQkNDbVAzkegOHYJq1YzOKNaCnO3bw6lTRi7OZBzk1BqOH4fx46F2bSMg+fbb8OefsQtypksHNWsaHVr/+svI2XnjBqxYYcR369eXIKcQqcCHQFmgMbAAcAF6x+UAyXH8i7XbkFa7nSqlegG9APLmzZuYdUpxTp06RYcOHThy5Eh4We7cuZk9e3bUAKfJZHy6DBli9Pw7ccIIiokUo3LlyuzZs4eZM2cyZMgQ7t83JkBbv349JUuWZOTIkQycMQPHoUOhVi1Yv97IrC2EEEIkfz8ppX7AuEE/wtaVSUwLji7gv1v/WZRNaDQhRfXS2717NxMmTLAoe++992iaAJMjerh48HfHv6kyowp3nt8JL++5uifeGb2p7R373J/WmExBBAbeIDDwGsHBdwgJeURIyGPzo7GYTIFoHYzWIRGWUOzsHLGzc0EpZ+zsXLCzc8bePh0ODplxdMwS/ujomAUnpxw4OeVEqbgPK1ZKMWLECAoXLkz37t0JDAwMXzdlyhRu3brF/PnzcXVN3blL04xnz2DYMJg0yfjOFlmpUsYIvGScpzUwEHx8jH4Xf/8Nly+/fJ8wbm5QowbUrWss5ctLJi4h0oBjWuuwD/mbwLqYNrZGhq6nMlprZs6cyYABAyxyN7Zs2ZLff/+dLFmyWO7g62vcGQwOht9+gwoVkrjGIqE9ePCAL774gilTplgMZy9dujTTp0+n8rZtRmNp/XojWY0QQogkJ0PXU67EHLr+5ZYvGbt9LCZtBDTal2jPorcWJcq5EkNQUBBly5a16M2ZO3dujh07hoeHR4KdZ8+1PdSZVYfA0BdBvsyumdnz/h4KZykc7X5aa4KD7+Hndwo/v9P4+Z3C3/8sgYHXwoObSUUpB5ycvHBxyYuzcx5cXPLi6lqYdOmKki5dURwdM7/0GDt27KB58+Y8itTDr3r16qxatYrMmV9+DJGMbdoEPXvCpUtR17m5wejRxoSjjo5JXrWXCQw0hqQvXgyrVsGTJ7Hbz9UVqld/EdisWDFZvrwUR4aup36pbOj6eIxOmcO01v7xOkYyDHS+iTEeP2wyop+11pVfdkwJdIK/vz+9e/dm9uzZ4WXOzs788MMP9OnTx7I3wNOnMHKkkcR6zBjjQ1SmmktVDhw4QM+ePTl8+HB4mVKKAQMG8E3RoriOHAkrVxoJbYQQQiQpCXSmXImdo/PE3RMM3jSYDec2cKr/KQpkKpBo50po33zzDUOHDrUo27BhA40aNUrwcy06togOSztYlBXOXJi9PfaSyTUTWofi53eap08P8PTpQZ4+PYif30lCQlJGCh9Hx2zmoGcx0qcvh7t7BdzcSmFvbzmbyvHjx3njjTe4du2aRXnx4sVZv349efLkScpqi4Tw6JExNvv3362vb9sWfvop2Y3OCgtu/vWX8RUjtsHNYsXgzTeNpVo1I9WoSFgS6Ez9UlmgczpQBiNd0RngP4wcndNifQwbzLr+stmcFEbC+TcAP6C71vqlEcy0Hui8ePEibdq0sQhqFStWjIULF1K6dOkXG2oNS5YYOTgbNoRvv4Vs2ZK+wiJJhISE8NNPPzFixAj8/V/cDMmTJw8revak/C+/wLx5xntBCCFEkpFAp3VKqZZAYYwE9Mcxhi/F625+YkmKWdcBLjy8kKKCnBcvXqREiRIW7Y333nuP36ML1iSAsf+OZfiW4QC42UMpD2jtnZ8GXl48e/YfJlPi/56Slj1ubiVwd6+Au3tFPDxq4OZWguvXb/LGG29w/Phxi61z587Nxo0bKVq0qI3qK+Js9WpjzoQbN6Ku8/Y2hqknQBqIhBISYgQ3Fy6MfXDT2Rnq1TMCm02bQv78iV/PtE4CnalfSg10KqXstNZW8nIY64AiGEHPMlrrIbE+ri16dCaGtBzo/Oeff3jnnXcsJhzq1q0bkyZNws0twnv5zBno3x9u3oTJk42EJyJNuHjxIn369GHDhg0W5d82b84nu3djN3MmNG9uo9oJIUTaI4HOqJRS04D3gVtARsAVCAUuAL7AEa21zafXTqpAZ0qitaZFixasWbMmvCxLliycPn06atqkBBIS8pRHj7ax4MBgHINOUNgd7F85lanCySknzs65cXLyxMEhEw4OGc2LBw4OHtjbu6GUA2CPUg7mxQ6tgzGZAjGZAsyPgYSGPiUk5AHBwQ8IDr5v/vkegYE3CAm5nwBXAeztPfDweB2oQO/eq9i929difbZs2fjnn38oW7ZsgpxPJJLHj41h6HPmRF2nFHz0EYwdawxZTwaOH4dZs2DuXLh16+XbZ89uzHfbrJkR5EyXLtGrKCJILYHOkSNHWkzG5unpSbVq1Rg/fjwFC1rOVThr1iwmT57MsWPHsLe3p1y5cgwaNIgWLVpYHG/SpEncu3cv2nPOmjWL7t27RymfPHkyvXvHaX6cRJWCA53PgGpa66MJeVxJ5ZuCaa0ZN24cw4YNC8/F6OjoyC+//EKvXr1eDFX394dvvjFycA4dmmxzuYjEkz9/ftatW8f8+fP56KOPwicrGrx6Nf9mz87Srl1xnjrVmLFRCCGEsI32wAit9VcASqmCGHfxS5uXdwGbBzpFVCtXrrQIcgKMHz8+wYOc/v4XuH//b+7fX8OjR1vROohSLhjzscaSnZ0rrq6vmYeFFyFduiK4uOTH2dkLJydP7OySpo0cGvqcgICrBAZeJTDwCgEBl8Lzhvr5nUHrwJcfBAgNfcyDB+uAdYwcCV99Zce//77oHHP37l3q1KnDunXrqFatWuK8GPFqtmyBd9+Fq1ejritWzBjCngx+dw8eGD03Z82C/ftfvn327MYo+3btjLlQ7eM+95YQUXh4eLB+/XoALly4wPDhw6lfvz7Hjx8P7+TVp08fpk+fTt++fRk7diwhISEsXLiQli1bMm7cOAYPHhzn827evNlikrcCBVLOiItkLh3Gje0EJYHOFOrZs2e8++67LFu2LLwsV65cLF26lKpVq77YcO1aI7BZoQIcPpzscrmIpKOUolOnTjRs2JC+ffuydOlSAP6+c4dKwL/du+P84AGuyejOlBBCiDTlGbAn7InW+jxwHlgW7R7C5gIDAxk4cKBFWfXq1enWrdsrH1trzdOnB7l79y/u31+Dn9+JOO2v7DORyaMK7u4VSZ++AunTl8XFJS/GaDjbsrd3w82tKG5uUYeVax1KQMBl/PxO8uyZL0+fHuTZs0MEBFyM8ZhOTjBihIkffzRmtw7z+PFjGjSoy/Lli2nUqEX0BxBJKyDA6ITy449R19nbw+efwxdfgEscIvkJLDQUNmwwgpsrV0JQUMzbS3BTJDYHB4fweEfVqlXJmzcvNWvWZO3atbRr144VK1YwZcqUKD0umzRpQs6cORk6dCgNGzakfPnycTpvpUqVSJ8+fYK+FhHO6jBzpVQeoKXWelJcDyiBzhTo2rVrNG/e3CIfZ82aNVm8eDE5c+Y0Cq5ehf/9z5hV/bffoHFjm9RVJD/Zs2fnr7/+YvHixfTr14/79+9zFKjq58fm/v25fu4chSZMsHU1hRBCpAFKKXutdaj56Z8Yk1H62LBKIo5++eUXLl58EYCzt7dn8uTJ2L3CJJfPnh3jzp2F3LmzkICA87He7+JzOPwIfB/DySfgkT4r+3osxMMl4WZ8TwpK2ePqWgBX1wJkyfJmeHlw8AOePfuPp08P8PjxTh4/3hllciV7exg0yBga/NdfL8r9/AJp1qwl331Xlrfe6kGWLM1xccmbVC9JRPbff9ClizEGPLJSpeDPP6FcuaSvl9mdOzBjBkydCleuxLytu7sxKKxTJwluiqRXoUIFAC5dugTAxIkTKVSoED179oyy7dChQ5k6dSqTJk1i5syZiVovk8mEu7s733//PdeuXWPWrFk8ffqU9u3bM3Xq1Ff6jEyFvlZK7QKOmZcz5rZheeA7jDl84kSubgpz6NAhqlSpYhHkHDBgAD4+PkaQMzgYvv/e+GAsVQqOHpUgp4hCKcXbb7/N8ePHadOmDQCngZqhodh//z1rGzQgODjYtpUUQgiRFjxXSu035+e8B7RWSn2klJKvyinA3bt3GTNmjEVZnz59KFWqVJyPFRh4ncuXv2b//lIcOFCKK1e+emmQ08WlILly9aV48b94/fXb+GWbxM/nYOtduB0IZ+6fpcvyLpisz3OQ4jg6ZiZTpvrkzTuYUqVWUb36XSpVOs5rr00lR44uODsbI7eUgj59IHKn2uBgGDjwMFOm9GfPnnwcOFCBy5fH4e8fc09RkYBMJuO7WpUqUYOcSsGnnxrjwm0Q5NQadu0yApa5c8OwYdEHOZWCBg1e5OicMQPq1pUgZ0qhVPJYEkJYgDNnzpyEhISwe/dumjdvjr2VN6OHhwd169bl33//jfN5ChYsiIODA0WKFGHq1KkW67Zu3YpSiq1bt4aXXbhwAT8/PyZMmIC/vz9//PEHn3zyCTNmzGDlypVxPn8q5wp0AhZiBDqfK6UuAvOIMNInLqRHZwqycuVKOnbsiJ+fH2B02548eTI9evQwNti502jV5MwJu3dD4cI2rK1ICXLkyMGSJUtYtGgRffr04cKjR9QCfHx8mOHtTT0fH4rITJ1CCCESTzeM/JtlgTcBT+BHYIRSahvmSYgAX/NQdpGMjBo1iicRpln28PDgyy+/jPX+JlMwDx6s5ebNGdy/vxZ4WUDSnowZa5IlSzOyZGmGq+trL3LSA30r9eXAzQPMOjwrvGz1mdWM2TaGL+vEvl4phVJ2uLkVx82tOLly9UJrjZ/faR4+/IeHDzfy3ntbSZfuGb/99mIfkwm++gr8/KB580M8e3aIixeH4O5eiezZ3yZbtva4uOSx3YtKze7cMaLP69ZFXZcvn9GLs3btJK/W8+cwf74xCDBCXxqrChUyXkKXLpBXOgQLGwkJCQGMYGLfvn1xd3enQYMG3Lt3j8DAQPLlyxftvvny5QvP8Rkbnp6ejBkzhsqVKxMaGsqCBQvo3bs3fn5+fPzxx4DRicje3t7i88jX15gYrl+/fuHbNWzYkMmTJ3P27Nk4v+ZUbqDWep9SKh1QAigO5MRIabQoPgeUQGcKoLXmhx9+4NNPPw2fdMjDw4OlS5dSv359uH8fBg82PjR//NFIipJQt0hEqqeUokOHDtSoUYN3332XzZs3UwvYeOMGq0qVwv3nn/mgd2+Lf9xCCCFEQtBaL8S4gw+AUiorRtCzjHlpAwwFHJRSz7XW7raop4jq1KlTTJkyxaJs+PDhZM2a9aX7+vtf4ObN6dy6NYugoJinbFbKiSxZmpItWzsyZ26Co2OmGLZVTH5zMsfuHOPAjQPh5aO2jaJanmo0KtjopXVLyZRS4Xk/c+cegMkURKlSu8mV62uGD/8H89cItIYffjDmKw2bh/Lp0/08fbqf8+c/wcOjBjlydCV79vY4OKSsYf/J1ubN0Lkz3LwZdd2778LPP0OGDElapcuXYeJEmDnTmPQ9Oq6u0KEDvPceVK8uXzOFbd2/fx/HCBMr582bl0WLFuHp6cmtWzF/nsRH48aNaRxhhGyTJk0IDAxk7NixfPTRR9jZ2VG7du3w4GuYo0ePkiFDBvr16xdeprXm0aNHsfqcTIu01n7AfvPySmToejIXEhJC3759+eSTT8KDnAUKFGDPnj3Ur1vX+GQqXhzc3ODkSaO1Ip8+Ih5y587Nxo0bmTBhAg+dnKgD1AsJIaBvX1o0b86dO3dsXUUhhBCpnNb6ntZ6k9b6e611V611acANI09TfxtXT0QwbNgwQkNDw58XKFCA/v2j/xVprXn4cCtHj7Zi795CXLkyLoYgpz2ZM79B0aKzeP3125QsuZwcOTrGGOQM4+LgwrL2y8iWLtuLc6PptKwT155ci/XrSw3s7JzImLE2w4ZtYP78BTg4WPZxmTzZ6EQY2ePHOzhzphe7duXkxIl3uH9/HSZTSNQNxcuFhBgTCjVoEDXImTEjLFlizPSThEHOw4eN4ekFCxp9ZKILchYqZIyyv37d+MpZo4Z8zRS25+Hhwf79+zlw4ADXrl3j0qVLNGnSBICsWbPi7OzM5cuXo93/8uXLeHl5vVId3nrrLR48eBA+bN6ao0ePUrNmTZycnMLLzp8/j7+/PyVKlHil86cyvwIPE/qgEuhMxgICAmjXrp3F3fLq1auzd+9eigYHG9mep041enJOnJjkdwFF6mNnZ8egQYPYt28fniVKUB+oBjT4+29KlSzJmjVrbF1FIYQQaYzWOhjIAOy1dV2E4eDBgyxbtsyi7Ntvv8XZ2TnKtqGhAdy8OYsDB8px5Ehd7t9fSTQTrOLmVppChX7m9ddvUrr0OnLmfBdHx4xxrl8ejzwsemsRdhFmV7/nd48OSzoQHJo2c5B36NCB5cuXR/kdzZplBLG0lV+JyRTAnTsLOXq0KXv25OHChSGSzzMurl83Eld+9VXUC/z660bEsW3bJKmK1rBxIzRqZKT/nD/fmFE9MqWgeXNYvx5On4aBAyHTy+8viBRG6+SxxIeDgwMVK1akQoUKeHl5WYw6dHBwoFq1avz999+YTFFToTx58oStW7dSq1at+F46CzGNePT19aVMmTIWZUeOHMHOzo6SJUsmyPlTA631h1rrBB/LL4HOZOrRo0c0btyYFStWhJd17NgRn5UryTp+PNSvbwx/2LULype3XUVFqlSmTBn2799Pt48+ohFQFRh29y7Nmzfnf//7H4GBgbauohBCiLRlK3BcKeWjlHrzZRuHUUq9oZQ6rZQ6p5T63Mp6D6XUaqXUEaXUcaVU94SsdGr1xRdfWDyvVKkSbSMFbEJCHnP58lfs2ZOP06e78/z5EavHsrdPj6dnL8qX30fFiofJnftDnJyyWd02Lurmr8uoOqMsynZe3clQn6GvfOyUqlmzZqxbtw43NzeL8jlzYMmS+ri7V4l236CgW1y5Mo69ewvi69uEe/dWSi/PmGzebHxH27HDslwpY5afbduMvJyJLCTECGqWL28EOTdutL5dlixGJrQLF2DVKmMuW5kUWqREH330EWfOnGHGjBlR1o0bN44nT57EOPogNpYuXUrWrFmjzQXq7+/P+fPnKVu2rEW5r68vBQoUCP8fvGzZMmrVqkXLli05ePAg1apVo0GDBpw7d+6V6hcfSqmZSqk7Sqlj0axXSqmfze0pX6VUsg5CSY7OZOjmzZu88cYb4QlsAQYNHMj46tWxK1/e6Ml59CjkyGHDWorUztXVlZ9++ommTZvStWtX/rx9m1+ADydOZMeOHSxatIiCBQvauppCCCHShrpAOqAKMAD4+2U7mGdu/xVoCFwD9iulVmmtT0TYrB9wQmvdXCmVDTitlJqntQ5K8FeQSuzYsSPKRA5jx44N79kSFHSPa9d+4vr1SYSGRp/4L336snh59SdbtrdxcEifKHUdWnMoO67sYMP5DeFlE3ZPoEbeGrQs2jJRzpnc1a1bl40bN/LGG29YTCT1228+pEv3CaNGzeX27Tncvj2bgIBLVo6gefBgPQ8erMfJyQtPzx54evbAxSV3kr2GZM1kgm+/NYarR+5RljOnMU15/fqJXo2AAPj9d/juOyMXZ3SKFDEmeu/UCVxcEr1aQiS6Vq1a0bt3b/r168eJEydo1qwZISEhLFq0iFmzZvHNN99QPkJHsaCgIJYsWRLlOLVr1yZbtmy0bduWypUrU7p0aUJDQ1m0aBGLFi3i559/xs58N2Dbtm3Ur18fHx8fateuzfHjxzGZTFF6dPr6+lK6dOnw59u3b+fff/9l06ZNdOzYkd27d+Pk5MT48eMZPXp0Il2haM0CJgGzo1nfBChsXqoAk82PyZIEOpOZs2fP0qhRI4t8D1OHDKHX0aOwdq0xvqRuXZvVT6Q9jRo1Ytfx4/Tr0oWP1q1jEtD/4EHKlSvHjBkzaB+WxV4IIYRIJFrrbeYfrUxXHK3KwDmt9QUApdRCoCUQMdCpAXdlROnSAw8A6aYWDa11lN6ctWrVomHDhgQG3uDq1QncuDEVk8kvmiMosmZtRe7c/8PDo2aiT3Rop+yY22Yu5aaWs8jP2W1lNw7lOET+TPkT9fzJVbVq1di4cSONGjXicYQEjRMmTCAkJIQffvgBb+8vefx4B7duzebu3cWEhj6NcpygoOtcvjyKy5fHkCVLc7y8+pApU6O0O4Hlw4fQtStYS/XUqJHRdTZ79kStQliA85tvjJHz0alRwwhwNmsmPTdF6vPbb79RpUoVJk+ezPTp07Gzs6N8+fKsXLmSFi1aWGz79OlT2rVrF+UYW7ZsoU6dOhQpUoSZM2dy9epVtNYUL16c2bNn06VLl/BttdaEhoaGz6ly9OhR0qVLR6FChSyO6evrS9euXcOfh4aGEhISQlBQEFprbt++TaZMmaLkU04KWut/lVLeMWzSEpitjRe5RymVUSnlqbW2MsOa7Skd3+QIyUzFihX1gQMHXr5hMnbw4EGaNGnC3bt3AXCxs2NnmzaU37LFSJDyyScQIZmtEElJa82U8eMpO2QI/2lNf4xvhx988AE//vgjrq6utq6iEEKkGEqpg1rrirauR2qmlHoLeENr3cP8vAtQRWvdP8I27sAqoCjgDryttY6xt6ibm5t+/vx54lU8GfPx8aFBgwaRylaRN+8Wrl//Da2tp7axt3fH07MHXl79cXUtkBRVtbDr6i5qz6pNSISh1hU8K7DzvZ04O0TNK5pWHDx4kIYNG/LwoeU8EP379+fnn38OD1iGhj7nzp2F3LgxhadPY/6+lS5dMXLn/pgcOTpjb5+G2oaHD0ObNnAxUg5TpWDECBg+HOztE+30sQlwKgWtWxsBzqpVE60qIhk6efIkxYoVs3U1RCQ7d+5kxIgRFChQgJEjR9KnTx8Apk6diqenZ5yO9bLfsVLKT2vtFu0GxjbewBqtdZQkokqpNcA4rfUO83MfYLDWOlkG4eT+TTKxa9cu6tWrFx7kbOTkxB0vL8r7+8P+/TB0qAQ5hU0ppegzeDDOmzdTxdmZXwGF8Y+4atWqnDp1ytZVFEIIISKy1q0s8h3+xsBhIBdQFpiklIoyu6NSqpdS6oBS6kBISNrt8Dl27FiL57VqFcTRsSPXrv1oNcjp4JAFb+8xVK16hUKFfrBJkBPg9Tyv822Dby3KDt48yKcbP7VJfZKLChUq4OPjQ+bMmS3KJ02aRN++fcMn87C3d8PT830qVNhPhQoH8PTsiZ1dOqvH9PM7yZkzvdizJy8XL44gMPBWor8Om1uwwJhcKHKQM3NmY0TeyJGJFuQMCIBJk4wZ1Pv3tx7kdHaGDz6AU6dg6VIJcgqRXFSvXh0fHx+mT5+Ol5cXq1atYtWqVXEOcsaSQ1g7xrz0iuP+sWlTJRsS6EwGtmzZQqNGjXjy5AnZgPlOTqzKlAn3iRNh9WrInzaH1YjkqXydOhQ6d466WbLwG8Z/PF9fXypWrMicOXNsXT0hhBCpjFKqgFJqlFLqC6VUXBKUXwPyRHieG7gRaZvuwDJtOAdcxOjdaUFrPU1rXVFrXdEWQ8qSg127drF161aLsrffPk9o6LMo2zo5eVKw4PdUrXoJb+8v4jVzekL7uOrHtCrayqLsl32/sOr0KttUKJkoV64cmzdvJmvWrBblU6ZM4YMPPogyc7G7ewWKFJnG66/foHDhX3FzK2X1uMHB97h8eQx79uTj1KnuPHvma3W7FC001JjBp2NH8Pe3XFepEhw6BG+8kSinDgx8EeD88EO4Efk/G0bOzY8/NuKvU6bAa68lSlWEEClDSFg7xrxMi+P+sWlTJSilVC2lVJQ2WWxIoNPG1q9fT9OmTQl4/tzIhq8UDTp0wPncOWNsQVrNcSOSNY/cuSly4QItCxZkmp0dCnj+/Dldu3blvffewz9yY08IIYSIvynAt8AMYGoc9tsPFFZK5VdKOQEdMIapR3QFqA9gDqIWAS68co1Toa++suzNWaECFC9uuY2zc24KF/6NKlUukCfPwESbZCg+lFL80fIP8me07EDQfWV3i/ydaVGZMmXYsmUL2bJZznY/Y8YMevToQWhoaJR9HBw88PLqS8WKRyhXbifZs3cAovZa1DqIW7dmceBAGY4caciDB/+QKlKnPXwITZvC+PFR1/XpA9u3J8qs6iaTMYt6sWKxC3D+8AMkTucwIUQaswroap59vSrwOAnyc24FjiulfJRSb8ZlRwl02tDy5ctp0aIF5QMCOAB0dHLiycqVZPvzT0iffBqGQlijMmTA87//6FCmDAs9PML7sv/xxx9Uq1aN8+fP27R+QgghUo30gCPggfWhU1ZprUOA/sAG4CSwWGt9XCnVWynV27zZGOB1pdRRICzf1L0ErX0qsH37LNautZwHqnPnFz87OmalYMEfqVz5LF5efbC3T57TN2d0yciCtgtwsHvRK/eB/wM6L+tMqClqMC8tKVmyJFu3biVHDstO03/88Ue0wU4wAsgeHq9TvPgCqla9QJ48n2Jv72F124cPN+Hr25iDBytx9+4ytDZZ3S7ZO37c6LH5zz+W5U5OMHMm/PabMV48gf3zj3GDoVOnqKPkAVxdjWkdwgKcOXMmeBWEEKmUUmoBsBsoopS6ppR6P1J7aS3GjeBzwHSgbxJUqy7QDNgODIjLjjIZkY0sXLiQQZ068bXJRH3g26xZ+XjPHgoULGjrqgkRN0+fEtq4Mdvv3qXeuXPhiTo8PDz4888/admypU2rJ4QQyZFMRhR7SqnywHzz07q2nuEzLU1GFBBwmfPnB9Ov3yK2bXtRXqIE/PILODhkIE+eT8id+384OLjbrqJx9O2Ob/nc53OLstF1RjO89nAb1Sj5OHXqFPXq1ePmTcs/s3fffZfff/8d+1jkmgwJecqtW7O4du0nAgKi7yCdLl0x8ub9nOzZ38HOzvGV654kVq82hqo/i5SyIVcuWLYMqlRJ8FMePGiMkPfxsb7e1dXoRPrppxLcFNbJZESpX0JMRpSaSI9OG5j355/s7diRwyYTt4A3CxTgs0OHJMgpUiZ3d+z/+Yfanp6cqF4dZ0ejofr48WNatWrFkCFDSMsTNwghhHhlw4F+wEBgpG2rkjaEhvpz8eKX7N1bhEOHFvHvv5brO3d2IE+eQVStegFv7+EpKsgJ8Gn1T2lQwHL2+JHbRrLjyg4b1Sj5KFq0KNu2bcPLy8ui/M8//+T999+PtmdnRA4O7uTO/SFVqpyhRInleHjUtLqdn99JTp16l717C3P9+m+Ehibj1Edaw48/QsuWUYOc1arBgQMJHuQ8dw46dICKFa0HOR0coF8/uHABvv9egpxCCBFGAp1JbNPw4ZTu1o2mWlMTmF28OOt37CBPnjwv3VeIZCt9etTatRS1t+dqkyZ4580bvmrcuHE0atSI27dv27CCQgghUrDMWmsfjCHoclc4kd2/v5b9+0tw+fJotA5kyRIjxhOmSBEPBgw4SaFCE3B0zGK7ir4CO2XH7FazyZbuRU5KkzbRcWlHHvo/tGHNkofChQuzZcsWq8HO9957L1bBTgCl7MmWrRXlyv1L+fJ7yZq1tdXtAgMvc/ZsP/bsyc+VK+MJCYk6wZVNBQcbXSYHDrT8YwDo2RO2bEnQRJgPH8JHHxl5OBctsr7N22/DyZPGhEQS4BRCpCZKqaFKqRtKKV+l1Gyl1EClVL24HEMCnUnlxg0uV69O4bFjGQk0AhzNuXA8JUO0SA3Sp4e//ybbo0ecrFGDJo0bh6/asmUL5cqVY+fOnTasoBBCiBTqJ6XUD8D3wAhbVya1Cgi4zLFjrTl69E0CAowEgI8fw4YNltuNGPEb6dIVskENE5anuyezW8+2KLv65Co9VvdIHZPlvKLChQuzdevWKMHO2bNnxynYGSZDhsqULLmMSpWOkSNHF6xNXBQcfJsLFwazd29+rlyZQGhoMkgR8egRvPkmTI00D5q9vRFlnDo1wfJxhoQY6T0LF4affzaeR1avHuzfDwsXQqGU/2cohBDWfAiUBRoDCwAXoHdMO0Qmgc7EFhQE331HYNGizNu9m+LAMqB48eL4+PhEmd1QiBQtfXpYuxaX69f5O2dORn/5JUoZ80bcvHmTOnXq8NNPP8kXCCGEELGmtV6utR6otf6f1nqXreuT2phMwVy58i379hXn3r0VFutWr4bAwBfPc+fOTbt27ZK2gonojUJvMKjaIIuyZSeXMfXg1Gj2SFsKFSoUbbCze/fucQ52Ari5laBYsdlUqXKWXLn6oFTUIGFw8D0uXPiUPXsKcPXqD4SG+sX7NbySCxfg9ddh40bL8gwZ4O+/jXHjKtbzo8XIxwfKlTMOef9+1PVlyxo3HTZtMoayCyFEKuartb6jtb6ptV6ntf5aa90+LgeQQGdi8vGBMmW4tXAhZf38GKY1fkCxYsXYvHkz2bNnt3UNhUh4bm7w99+oK1cYfuEC69asIUsWY2hbSEgIH3/8MZ06dcLPz0aNViGEEMmSUsrZPMPnj0qp4Uqp1kopGaqeiJ48OcDBgxW5cOFzTCbLz+XgYMXq1ZbzFnz44Yc4OqaQSWNi6ev6X1PBs4JF2ccbPubYnWM2qlHyEhbszJ07t0X5nDlz4h3sBHB1zc9rr/1G1aoXzTO1p4+yTXDwHc6fH8TevQW5evWnpM3huWuXkXPz5EnLcm9vY12EkUuv4sIFaNMGGjSAY1bect7eMG+eMSFRo0YJFlcVQohkRym1VSk1ATiulPpBKeUS32NJoDMxXL4M7dtDjx7sbd2aPEeOcMrcCChSpAibN28mR44cNq6kEInIzQ3WrIGbN2k8bx6H9u2jcuXK4asXLFjA66+/zsWLF21YSSGEEMnMfOBXoB7wLvAXcEYp9UQptVspNcWmtUtFQkP9OH/+Uw4dqsLz575R1ru7V+HixVHcufNi6LCbmxs9e/ZMymomCSd7Jxa+tZD0Ti8CbQEhAXRY0gG/YLkpC4kX7ARwdvakYMHxVK16mXz5vsDePurEVkFBtzh//mP27i3ItWs/ExoaEO/zxcr8+cYY8Xv3LMurVoW9e6FEiVc+xdOnMGSIkYdz+fKo693c4OuvjThrx45gJ9/ahRCpX3/AF1BABeCyuf33m1KqV1wOJP8yE9Lz5zB8OJQvDyVKsHHiRGpOmECI+cO/cOHCbN68mZySMVqkBenSwapVcO8eeYcM4V8fHz744IPw1UeOHKFixYpsjDwcSAghRFrVCPhQa11Ga10IcAeqYcy2vh8oasvKpRYPH25h//7SXL06ATBZrHNwyMxrr02jXLmdTJ68zGLde++9R6ZMmZKwpkmnUOZCTH5zskXZ8bvHGbhhoI1qlPwULFgw2mBnt27dXinYCeDomJn8+cdQtepF8uYdgp2dW5RtgoJucu7cR+zb9xo3b87EZLKSxPJVaA2jR0OnTpY5G8CY/WfzZnjFEXlaw4IFUKQIjBtnZDmLrGtXOHPGCIS6xLs/kxCpz8iRI1FKhS+5cuWibdu2nD9/Psq2s2bNokqVKri5uZEhQwZq167NqlWrohwva9asMZ5z1qxZFucMW6ZMefm914ULF+Ls7ExwcHDcXmgaopQKj0lqrY9prWdrrT/WWtfWWucAugBbAO+4HNcmgU6l1BtKqdNKqXNKqc+trPdQSq1WSh1RSh1XSnW3RT1jzWSCuXOhaFFj/MHhw+yoX5+WHTqEv6kLFSrEli1byJUrl40rK0QScnWFlSvh6VOcu3Vjyi+/MH36dJycnAB48OABb7zxBuPHj5e8nUIIIa4A4V39tdb+Wut9WusZWusBWus6tqtayhcS8oTTp3tx5Eg9AgKifinMkaMzlSufJleunuzatZvDhw+Hr1NK8dFHHyVhbZNe59Kd6Vqmq0XZ1INTWXFqhW0qlAyFBTvz5MljUT537twECXYCODpmoUCBr6la9RJ58gzGzi5dlG0CA69y+vT7HDhQirt3lyVMGzIkBD74AL78Muq64cONXp6urq90ijNnjOHnHTvCzZtR11epAnv2wJ9/gnxlFMI6Dw8Pdu/eze7du5kwYQKHDx+mfv36PH/+YgRCnz596NGjB1WqVGHFihUsWrQIb29vWrZsybfffhuv827evDn8vLt376ZNmzYv3efIkSOULFky1aV8SWBPlFKloluptT6ntf5Laz00Lgd1ePV6xY1Syh5jWFJD4BqwXym1Smt9IsJm/YATWuvmSqlswGml1DyttZV7Xja2bx989JHx4bhoEbz+OocOHeLNN9/E39/II5M3b158fHyiJPIWIk1wcTHG5Lz1FrRvT49FiyhVqhRt2rThxo0bmEwmBg8ezMGDB5k5cyZublHv4AshhEgTxgF9gXW2rkhq8/DhVk6d6kZg4OUo65yd8/Daa1PJkqVJeNnkyZa9G5s3b07Bgqk/XeqkJpPYfXU3Zx+cDS/rsaoHVbyq4OnuacOaJR8FCxZky5Yt1K1bl6tXr4aXz507F601f/75J/b2UWdUjysnp6wULDiOPHkGcvXqd1y//ismk2WOTj+/Uxw/3hZ398oUKPANmTLVi9/J/PygQwdj9i3LSsDvv0PnzvF8FYaAAPjmm+h7cObKZazr1EmGqAvxMg4ODlStWhWAqlWrkjdvXmrWrMnatWtp164dK1asYMqUKUyePJnevV9M1N2kSRNy5szJ0KFDadiwIeXLl4/TeStVqkT69FFzCcfk8OHDlCtXLk77pEHpgFe7i2SFLf6VVgbOaa0vmAOXC4GWkbbRgLsypmtODzwAEnhswiu6ft0YV9C6NfTubeRref11Tpw4QaNGjXjy5AkAOXLkYNOmTeTNm9fGFRbChpydYelSY7zOW29RpWxZDh48SI0aNcI3Wbx4MdWqVbM69EAIIUTqp7WeA1xSSm1UStVTSkkXiFcUGurP2bP/48iRulaCnAovr/5UqnTcIsh5584d/vrrL4st+/fvnwS1tT13Z3cWtF2Ag92LviD3/e/TbWU3TNoUw55pS3Q9O+fNm0fXrl0TpGdnGCen7BQs+B1Vq14kd+7/oZRTlG2ePt3HkSP1OXKkEU+eHIjbCe7dg/r1owY5M2c2pjh/xSDnhg1QsqQxIj5ykNPJCYYOhdOnoUsXCXIKER8VKhiTyV26dAmAiRMnUqhQIas5pYcOHYq7uzuTJk1KkrodOXKEYsWKMXToULy8vPDw8KBnz56YTPJ5EonVbvlKqTxKqXg1QJK8RyfgBVyN8PwaUCXSNpOAVcANjPxMb2udTFoX/v7www/w44/QqxecOgXuRtLsCxcu0LBhQ+7fvw9ApkyZ2LhxI4ULF7ZljYVIHpyc4K+/4J13oE0bci5dio+PDwMHDuTXX38F4OjRo1SsWJEFCxbwxhtv2LjCQgghkpJSahDGqB6A+kCwUuoUcMS8+GqtJbFzLD15speTJ9/F3/90lHWurkUoWvR3PDyqR1n3+++/W+QTK1SoEPXr10/UuiYnFXJVYEzdMQzxGRJe9s/5f/hl7y98VDV1D9+PiwIFCrB161bq1Klj0bNz/vz5APz55584OCTcV00npxwUKvQjuXN/zKVLI7l1608i55h9+HAjDx9uJFu2duTPP4Z06YrEfNBLl+CNN4xIY0R58xoRyqLxTwt84wZ8/DEsXmx9ff368OuvRq5OIZKaGqVsXQUA9JevnnYiLMCZM2dOQkJC2L17N3379rXas9zDw4O6devy77//xvk8BQsW5P79+xQsWJCBAwdazD2xdetW6taty5YtW6hTpw4Ad+/e5ebNm/zyyy+0bt2aWbNmsWfPHkaMGEHTpk1p3bp1vF5vKvW1UmoXcMy8nNFahwLlge8w4oNxYov7Rtb+qiK/wxsDh4FcQFlgklIqQ5QDKdVLKXVAKXXg7t27CV3PSDXUsGQJFC8O//0H+/cbU+GZg5zXr1+nQYMG3LhxA4D06dOzfv16SpWKNt2AEGmPo6ORgd3NDVq1wik0lEmTJjFz5szwvJ2PHj2iadOmfP3115K3Uwgh0pZhwFyMhPMlgK7A30Bm4CNgvc1qloKYTCFcvPglhw69biXIqcid+2MqVvzPapAzNDQ0ygQLffr0wS6NdTX79PVPqZWvlkXZ4E2DOXr7qI1qlDyFBTsjj1ybP38+7777LiEhCT8gz8UlL0WLzqRSpaNkzWo9UHD37l/s21eC06d7EhBwzfqBDh+GatWiBjlLl4bdu+Md5DSZ4JdfjN2tBTlz5IB582DjRglyChFfISEhhISEcObMGfr27Yu7uzsNGjTg3r17BAYGki9fvmj3zZcvH9evX4/1uTw9PRkzZgxz5sxh9erVVKlShd69e/Pjjz+Gb6OUwt7eHmNAsiEsz/WAAQP48ccfadiwIcOHD8fT05OzZ89GPk1a5wp0whjtfQx4rpS6CMwD9sTngLZotVwDIo5zyI3RczOi7sAybTiHkZg+yqeN1nqa1rqi1rpitmzZEq3CABw8CGPGwB9/GAHP/PnDVz18+JDGjRtz8aKRP9/FxYXVq1dTuXLlxK2TECmRo6OR0D1TJmjRAvz86N69O9u3bw/PY6u1ZtiwYbz11ls8ffrUxhUWQgiRRIKBWVrrK1rrk1rrRVrroVrrZlrrvEAWW1cwufP3v8Thw7W5fHk0kXu7ubh4U7bsFgoV+gF7e+vpsNauXcuVK1ci7ONCt27dErHGyZO9nT1zWs/Bw9kjvCwwNJBOyzoREBJgw5olPwUKFGDLli1Wg51du3ZNlGAngJtbcUqWXEb58nvImLGulS1CuXlzBvv2FebChaGEhDx5sWrzZqhVC27dstylbl349994zwR08iTUrAkDBkDk5qtS0K+fMRiwY0fjuRAi7u7fv4+joyOOjo4UKVKECxcusGjRIjw9EyePcuPGjfniiy9o1KgRTZo0Yfbs2bRv356xY8eGD0GvXbs2ISEh1K5dO3y/I0eOkDFjRj788MPwMq01jx49eulM72nQQK11IYzR3FWBD4ApwGCgXXwOaItA536gsFIqvzKSrHTAGKYe0RWMIUsopXIARYALSVrLyCpWNHpymrsih/H396dly5YcP34cMJLjLl26NLzLshDCCgcHmDMHcuaEZs3g+XMqV67MwYMHqVXrRQ+KZcuWUa1aNc6dO2fDygohhEgiczG3/6zRWj9KuqqkPHfuLObAgbI8ebIryjpPz15UrOhLxoy1rez5QuRJiN555x0yZ86coPVMKfJ65GXym5bX4+idowzZNCSaPdKu6Hp2LliwIFGDnQAZMlShTBkfSpf+h/TpK0RZbzIFcOXKN+zdW8iY0GjhXGO4euRI5Ntvw7p14OER5RgvExwMX30FZcvCrqh/flSoYEznMGkSZMwY58MLISLw8PBg//79HDhwgGvXrnHp0iWaNDHyTGfNmhVnZ2cuX4468V6Yy5cvv/Ik0W+99RYPHjwIHzZvzZEjR6hdu7bFjOvnz5/H39+fEiVKvNL5UyuttZ/Wer/W+k+t9bda61+11vfic6wkz9GptQ4xJxTdANgDM7XWx5VSvc3rpwBjgFlKqaMYQ90Hx/cFJqhIw3ZCQ0Pp1KkT27dvDy+bNWsWTZs2TeqaCZHyODjArFnw/vvQtCmsWRM+edegQYP45ZdfADh+/DiVKlVi4cKFNG7c2LZ1FkIIkZguA/9TSt0AppjzM4mXCA19ztmzA7h1a2aUdU5OOSlSZKbFZEPRuXLlCuvXW2YH6Nu3b4LVMyV6p9Q7/H32b+YdnRde9tPen2hSuAmNCjayYc2Sn/z584fnqYsYZFiwYAFaa+bMmZOgOTsjUkqROXNDMmVqwN27S7l4cRj+/mcstgkOvsvZs/25FgQFKkPWnRHyqX38MUyYEK/ZgA4ehPfeA1/fqOvc3Y1MZ336QAJMRC9EgkmI3Ji24uDgQMWKFaNdV61aNf7++28mTJgQJe3KkydP2Lp1a4Llx1QxdM0+fPhwlPMcOXIEOzs7SpYsmSDnT0hKqTeAiRgxuhla63GR1ntg3JDOixFHnKC1/iMBTv0r8DABjmPBJgl3tNZrtdavaa0Laq2/MpdNMQc50Vrf0Fo30lqX0lqX1FrPtUU9Y6K1pl+/fixfvjy8bMKECXTq1MmGtRIihbG3h5kz4bXXoGFDePAAR0dHfv75Z2bNmoWzszPwIm/nd999J3k7hRAi9foaIz/nL8AdpdRKpdQopVQbpVRB21YteXr69D8OHChvNciZOXNTKlY8EqsgJxg36yN+xpYvXz7aL5Npya9NfyWfh2W+t24runHPz/Z9MJKbsGBn5Px4CxcupEuXLonasxOMoEP27G9RqdJxXnttGk5OOaNs458Xjo+Fwz/Bk6IYAc4ffohzkNPfHwYPhsqVrQc5mzWDEyegf38JcgqRlD766CPOnDnDjBkzoqwbN24cT548oX//eE3kHW7p0qVkzZo12lygQUFBnDp1ijJlyliU+/r6UqBAAdzc3ABj9GKtWrVo2bIlBw8epFq1ajRo0CDJRzMqpewxAo5NgOLAO0qp4pE26wec0FqXAeoA35tHaL8SrfWHWusET1pqi1nXU4XRo0czderU8OeDBg1i0KBBNqyRECmUnR1MmwaDBhm5kf75B3Lk4N1336V48eK0bt2a69evYzKZ+Oyzz/jvv/+YMWMG6dKls3XNhRBCJCx3oABQGihlXjpgTFJkp5R6rrV2t2H9kg2tTVy7NpELFz5H6yCLdUo5UbDgeLy8BsTY2yQik8nEH39Ydszo0aNHgtU3JfNw8WBO6znU+bMOJm3kY7v57Ca9Vvdiafulsb7GaYW3t3f4bOwRe3YuXLgQIFF7doaxs3MgV66eZM/+DteuTuDK+a8xOQRbbPO4DByaDNmzHyC//0VcXfNHc7Sotm2DHj3AWiwia1ZjMqK335Y8nELYQqtWrejduzf9+vXjxIkTNGvWjJCQEBYtWsSsWbP45ptvKF++fPj2QUFBLFmyJMpxateuTbZs2Wjbti2VK1emdOnShIaGsmjRIhYtWsTPP/8c3mN027Zt1K9fHx8fH2rXrs3x48cJCQmhdOnSFsf09fW1KNu+fTv//vsvmzZtomPHjuzevRsnJyfGjx/P6NGjE+kKWVUZOKe1vgCglFoItARORNhGA+7K+NBLDzwAEvfu1SuQQGc8TJ06lZEjR4Y/79SpE+PHj7ddhYRI6ZSC77+HUaOM5PAbN0LevFSqVIkDBw7w1ltvsXPnTsAYAnXy5ElWrFgR44x6QgghUhZtdCc8b17Ch8wopVyAkuYlzQsKusupU+/y4MG6KOvSpStKsWILcHcvG6djbt682SLXmIuLC++8884r1jT1qJmvJkNqDOGr7V+Fly0/tZyZ/83k/fLv27BmyVNMwU6tNXPnzk30YCeAg3LFe+xVPFcEc6k73GyCMSgzgjt3FnL37jK8vD4kX75hODpmivZ4z5/D558buTat6dwZfvzRCHYKIWznt99+o0qVKkyePJnp06djZ2dH+fLlWblyJS1atLDY9unTp7RrF3W+my1btlCnTh2KFCnCzJkzuXr1KlprihcvzuzZs+nSpUv4tlprQkNDw0dFHDlyhHTp0lGwoOVgFF9fX7p27Rr+PDQ0lJCQEIKCgtBac/v2bTJlypQk/x8j8QKuRnh+DagSaZtJGHPr3MC4Mf221tpEMqVSyzDQihUr6gMHDiT6eVasWEHbtm3DZ9hq1KgRq1evxsnplXvtCiHACHj+8osR7CxcGDDutA0YMMCiF3XWrFn566+/ZOIvIUSKpJQ6qLWWccEpkJubm37+/LlNzv348W5OnGhPYOC1KOs8PXtSqNCP2Nu7xfm477zzTniPOzBu4s+dm+wyR9lUcGgw1WdWZ/+N/eFl6RzTcfiDwxTOUtiGNUu+Ll26RN26daNM2PH2228nfrAzMBA6dYKlS8OLnnvD+X4OPKhovROSg0Mm8uUbjpdXX+zsnC3W7doF775rvRdnnjwwZYqRcl6I5OjkyZMUK1bM1tUQkezcuZMRI0ZQoEABRo4cSZ8+fQCjY11cZ5F/2e9YKRUEHI1QNE1rPc28rh3QWGvdw/y8C1BZa/1hhP3fAqoDA4GCwEagjNb6SZwqmkRskqMzpdqxYwfvvPNOeJCzQoUKLFmyRIKcQiSkQYNg6FCoUweOGv+LnZycmDJlClOmTAmfue7evXs0aNCAX375RfJ2CiGESNW01ly7NpHDh2tFCXI6OGSkePG/KFJkWryCnA8ePLDIOQ/w/vvSSzEyR3tH5raZSzrHF6lz/IL96LSsE8GhwTHsmXZ5e3uzZcsWvL29LcoXLVpEp06dEi9n5/Pn0KKFRZATwM0vO6UbHqBMmU2kT182ym4hIQ85f34g+/YV486dxWitCQw0enHWrGk9yNm3Lxw7JkFOIUTcVa9eHR8fH6ZPn46XlxerVq1i1apVcQ5yxlKI1rpihGVahHXXgDwRnufG6LkZUXdgmTacAy4CRROjoglBAp2xdOzYMZo3b05AQAAAhQoVYu3atf9n777Do6i6AA7/bgoJqfQeei/SQkKVXlVAuiD6IYggzYodsSDYFRFpIkWlIyBSBOkQCL230HsLEEgv9/tjkiWb3UASkt2U8z7PPNm59+7MybAJkzO34OkpU0UJke4GDjQmh2/VCgIDTcWvvPIK69evp3DhwoDR3X/48OH079/f9LMphBBCZCcxMSEcOdKDoKDX0No8MeTl1Qhf3/0UKtQtzcf/888/iYyMNO2XKVOGpk2bpvl42VnF/BX5oe0PZmU7L+/k0402nUstS0kYxp402Tl//vyMSXbeuQNt2hhzvifm4wObN0PNmuTN25K6dXdTufJMXFxKWBwiIuIMR470ZMuWRnTrFsCXX0JckgGaZcsac3X+/DN4eaXvtyCEEDa2E6iglCoTv8BQL4xh6omdB1oCKKUKA5WA0zaNMhUk0ZkC58+fp127dty5cweAwoULs3r1agoVKmTfwITIzp57DqZONZat3LjRVNyoUSN27dpFvXr1TGW//fYbTZs25dKlS/aIVAghhMgQ9+8fZPfuety4YblQgo/P29SqtR5X15KPdY4ZM2aY7b/00kumBRaEpQF1BtCpUiezsi+2fMGW81vsFFHmV6pUKTZs2ECZMuYL/syfP5/evXunX7Lz2jVjRNC2bebllSrB1q1QsaKpSCkHihR5AT+/E5Qp8wWOjpadV2JjA3jzzYaMGtWTokUf/D0/eDDs329MKy+EEFmdNp6iDgVWA0eB+Vrrw0qpQUqpQfHNPgMaKqUOAv8B72itb9on4keTOTpT4JVXXmHKFKNnr6enJxs3bqR27doZci4hRBL//Qe9esHMmWbjgiIiIhg0aBAzZ840lRUpUoRFixbRsGFDe0QqhBApJnN0Zl22mqPz6tVZnDgxiLi4cLNyR0cvKleeScGCnR/7HEePHqVq1aqmfaUU586dw8fH5yHvEjfDblLjlxpcvX/VVFY6T2n2vbIPb1dvO0aWuZ07d47mzZtz5swZs/Lu3bvzxx9/mKYnSpOLF6FlSzhxwry8Vi1YvRoe0UElKuo6Z89+yuXLk4BYK/W5WLNmGK1bf0ibNnnSHqcQdiBzdGZ/KZijM0xrnfr5bWxAKfUkxpqUm5OUN8HIWW5K7THlcW0KjB8/nu7du+Ps7MzixYslySmELbVsCcuWQb9+RrIznqurK7/99hs//vgjjo7GEppXr16lWbNmTJ061V7RCiGEEI8lNjaC48cHcuzYixZJTg+PWvj67kmXJCdgseBQixYtJMmZAgXcCjCj0wyzsrN3zjJ05VD7BJRFJNezc8GCBfTp04fo6DTOdXruHDRtapnkbNQI1q9/ZJITwNm5EP/+O4EBAw6zZUsni/pcuaJ46qlvcXMrz8WLPxEXJ/OyCiFEOtmA0Us0qXXA+rQcUBKdKeDi4sLcuXPZtm0brVq1snc4QuQ8DRrAhg0wahSMGwfxPdGVUgwfPpw1a9aQP39+AKKjoxk4cCCvvvoqUVFRdgxaCCFEaimlnox/gp+0vEn8E/9sLTz8NHv3NuTKFcsHdkWLDqB27W3kzl0uXc4VFxfHH3/8YVb2/PPPp8uxc4K25dsywn+EWdnvB35n7qG5ybxDAJQsWTLZZGfv3r1Tn+w8dcoYQ346yVRx7doZ83TmyfPIQ1y7ZsyUNGwYnDpViY8+WsJrr63nxIk6Fm1jYm4RFDScnTurcePGElkQUwghHl9zwFqirSXQIi0HlERnCjk4OODrKyPMhLCbKlWMOZf++ANee81sVvjmzZuza9cuatasaSr75ZdfaNWqFdeuXbNDsEIIIdJoA+n8VD8rCQp6nfv395qVOTi4UqnSb1SqNBVHx9zpdq4tW7Zw7tw5076rqytdunRJt+PnBONajaN6oepmZYOWD+L83fN2iihrSEh2li1b1qx84cKFPPfccylPdh4/biQ5zye53s8+C0uXgpvbIw/xzz9QowasWGFevn9/M/79dyfFi8+yumBRePhJDh9+ln37mnPv3u6UxSuEEMKC1nqjteHpWutNWuuN1t7zKJLoFEJkHcWLGytm7ttnLFaUaJXY0qVLs23bNnr27Gkq27x5M76+vmTU/L1CCCHSXbo+1VdKtVNKHVdKBSml3k2mTTOl1D6l1GGlVJpuqNNLxYqTcHYubNrPnbs8dersoGjR/6X7uZIOW+/cuTNesnx0qrg6ufJHlz/I5ZjLVHY38i59/+pLbJzlPI/igZIlS7J+/XqLZOeiRYtSluw8fNgYrn75snl5z54wbx7kymX9ffHCwmDIEKMn540b5nWenjBrFixY4ECFCn3x8ztOmTKf4+joYXGcu3c3snu3L0eP9iUi4sLDYxZCCJEiSqk8j/N+SXQKIbKWPHmMSeVjY41hSXfvmqrc3NyYM2cOX375JUopAC5evEiTJk2YPXu2nQIWQgiRUun5VF8p5Qj8DLQHqgLPKaWqJmmTB5gIdNRaVwO6pzX29ODiUpSqVecADhQo0JW6dXfh4fFEup8nIiKC+fPnm5XJsPW0eaLwE4xrOc6sbNO5TXy97Ws7RZR1JNez85HJzn37jNXVk47a6dvXGPnziEWN9u0DX1+YONGyrlEjY0X1vn0h/lYSR0c3SpX6AD+/kxQtOhBrf0Jfu/Y7gYEVOX36A2Ji7j30/EIIIQxKqcFKqZGJ9msppS4Ct5RSu5VSll3qU0ASnUKIrMfV1XhaX62aMWQp0dN8pRQjR45kxYoV5ImflykiIoIXXniBN954g5iYGDsFLYQQIi0e46m+HxCktT6ttY4C5gJJVxnpDSzWWp8H0FpfT3Og6SRv3ubUqbOdatUW4OSUMSt4//PPP9xN9KCwYMGCtGnTJkPOlROMqD+CVmXNOyJ/tP4jdl+WIc2P4uPjk2yys1evXpbJzl27oEULuHnTvHzAAPjtN4hfoNKauDj45hvw84OjR83rHB3h00+NKeGTTB9q4uJShEqVJuPru598+dpZOX4E589/wY4d5bl8eTJxcXLPKYQQjzAMCEm0Px64DPTByFeOs/amR5FEpxAia3J0hJ9+MoYoNWpkzNOUSLt27QgMDKRq1Qedd77//nvatWvHrVu3bB2tEEKIR8iAp/rFgcRjSS/GlyVWEcirlNoQf44X0hR8OvPyqmcamZAR/vzzT7P9Xr164fyIXnAieQ7KgZmdZ5I/d35TWUxcDL0X9yY0KtSOkWUNCcnOcuXMF9pavHixebIzIABatoTbt80P8OqrMHnyQ5Oc165B+/bw9tuQNHdarhxs3QoffQROTo+O18OjOk88sZInnliNu3sNi/ro6OucODGIXbtqcevWSlmwSAghklcSOA6glCoINAJGaq3nAp8hixEJIXIcpeD9943V2Js2hS1bzKorVKjA9u3b6dy5s6nsv//+w9fXlwMHDtg4WCGEEI+Q3k/1rWUKk2YcnIC6wFNAW+AjpVRFiwMpNVAptUsptSurjwy4d+8eK5KsvNKnTx87RZN9FPMsxtRnppqVnbh1gjdWv2GniLKWhyU7e/bsSfT69dCmDYSEmL/x9ddhwgRwSP7P2v/+g1q1jEXYk3rpJdi7F/z9Ux9zvnxt8PXdS8WKU8mVq4hFfVjYYQ4e7MCBA225f1/uO4V4XKNHj0YpZdqKFStG165dOXXqlEXbGTNm4O/vj7u7O15eXjRt2pRly5ZZHK9AgQIPPeeMGTPMzpmwTZo0KV2/txwsEkiYVLk5EAZsjt8PBvKk5aCS6BRCZH39+sGMGdClizE3UyKenp4sWrSITz75xFR29uxZGjRowIIFC2wcqBBCiIdI76f6FwGfRPslMBKnSdus0lqHaq1vApuAmkkPpLWeorX21Vr7OqWky1cm9vfffxMREWHaL126NH5+fnaMKPt4tsqzvFznZbOyKXumsOTYEvsElMWUKFHCarLzr7/+omfr1kTev2/+hvfeg2+/fTCZZhIxMfDhh9C6NVy9al6XNy8sXAi//mosPpRWSjlSrNgA/PxOUqrURzg45LZoc/v2Gnbtqs2xYwOIjLyS9pMJIfD29iYgIICAgAC++eYb9u3bR8uWLQkNfdB7fvDgwQwYMAB/f3+WLFnCvHnzKF26NJ06deLLL79M03nXrVtnOm9AQABdunRJr28ppwsEhiilqgHDMe7JElbzK4vlfVuKpCnRqZR6Xyl1WSl1QCk1Syn1hlIqTV1KhRAiXbRrB+vWwQcfwOjRkGiYkIODA6NGjWLJkiV4eBgrZoaFhdGjRw8++OADYmNlZVQhhMgE0vup/k6gglKqjFIqF9ALWJakzVKgiVLKSSnlBvgDSWbvy17mzZtntt+jR48MHSaf03zf9nsq5jfvFDxg2QAu30vT32o5TkKys3z58mblf8XG0gnjlwJg3OuNGZNskvPiRWje3GiSdOR4kyZw4AB07Zp+cTs5eVCmzKf4+Z2gcOEXsexQHsfVq7+yY0cFzp79lNhYmdJAiLRwcnKifv361K9fn969ezNz5kzOnTtnGqmwZMkSJk2axIQJExg/fjytW7emffv2zJw5k5EjR/L++++zZ8+eVJ+3Xr16pvPWr1+fQoUKpfe3llO9hbFg5EGMh9MfJKrrCWxNy0HT2qNzGFALY4jPHMAVGJTGYwkhRPqoXh22b4eVK+H55yFRjxWATp06sWPHDipUqGAq++KLL+jYsSN37tyxcbBCCCGSSNen+lrrGGAosBojeTlfa31YKTVIKTUovs1RYBVwIP7807TWh9Llu8mE7t69y6pVq8zKevToYadosif3XO780eUPnBwe9Py9FX6L/y35H3E6zo6RZR0lSpRg/fr1lC9hPi3vaqAdcPejj+Djj5NNcv79N9SsaTGjEUoZsx2tWwcl0rSO76O5upagSpUZ1K27mzx5mlvUx8WFcvbsx+zYUZErV2ag5TMhxGOpW7cuYIzYA/jxxx8pX748L7/8skXb999/H09PTyZMmJDhcQ0dOtTqkHelFG5ubrJAbjyt9WGtdXmgIFBaa30iUfVbwJtpOW5aE52HtNbXtdZXtNYrtdZfaK3lLkkIYX9FihhLZkZHQ6tWcOOGWXXVqlUJDAykffv2prIVK1bg7+/P0aRLcAohhLClN0nnp/pa6xVa64pa63Ja6zHxZZO01pMStflaa11Va11da/3DY30HmdzSpUuJiooy7ZcrV446derYMaLsybeYL582+9SsbM3pNYzfMd5OEWU9Jc6dY0NwMEknzN0MtFyxgptJV10HIiONKTs7doTgYPO6IkVg7Vr45JOULTj0uDw9a1Oz5n9Ur76M3LkrWdRHRV3m+PF+7N5dl9u312V8QEJkUwkJziJFihATE0NAQADPPPMMjlYWJ/P29qZ58+Zs2rQp1ecpV64cTk5OVKpUicmTJ5vVbdiwAaUUGzZsMJUNGzbMNMy9YcOGtGjRwmzoe1afBie9KKVGKaWKaa1vacuV224Cr6bluGm9unuVUt8BH2itw9N4DCGEyBi5c8PcucbETPXrw5IlUOPBqph58uTh77//5sMPP2TcOGNtixMnTuDv78/vv/9Ox44d7RS4EELkXFrrI0B5pVR+IDjJDe9bwFXr7xQpJcPWbWdko5GsOrWKTece/EH9ztp3aFGmBU8UfsKOkWUB27ZBu3YUDwtjM9AG2J+oevfu3TRt2pQ1a9ZQrFgxAE6dgp49Yfduy8O1bQuzZoGtR5oqpShQ4Bny5WvHlStTOHt2NNHR5gna+/f3sX9/S/Lnf5qyZb/G3b2ybYMUOdKGDZnj936zZknzWimT0Bvy9OnTvPrqq3h6etKqVStu3rxJZGQkpUqVSva9pUqVshjZ8DBFixbls88+w8/Pj9jYWObMmcOgQYMICwvj9ddfB4yfdUdHR7P/TytVevCA4+rVq/Tu3Zv69eun9lvNCT7GGFljbdROsfj6T63UPVRae3TmBRoDF5VSAUqpiUqpgWk8lhBCpD8HB/jiC+PRfYsW8NdfZtWOjo6MHTuWefPm4ebmBhgr0Xbq1InPPvuMuDgZSiSEEHZSGHg+fk74hKWMw4GIh7xHPMLt27f5N8my0z179rRTNNmfo4Mjs5+djbeLt6ksKjaK3ot6Ex4t/USSFRBgzLsev/BQIWA90MDHx6zZkSNHaNKkCWfOnGHuXKhd2zLJ6eQEX34JK1bYPsmZmIODM8WLD8HfPwgfn5EYUwabu3VrOTt3VufEiSFERd2wchQhBMCtW7dwdnbG2dmZSpUqcfr0aebNm0fRokUz5Hxt27blww8/pE2bNrRv355Zs2bRo0cPPv/8c9Pfi02bNiUmJoamTZtavD80NJQzZ85QvXr1DIkvG1BAchnvEsDttBz0kYlOpZRFG631y1prP4xx9C9hrFBZJi0BCCFEhnr+eWPOzhEjjKRnkgRmjx492LZtG6VLlzaVjRo1iu7du3Pv3j0bByuEEDmXUspDKTUfOARMw1hpvVh89RcYT/VFGi1ZssRsTrCKFSvyxBPSszAjlfQuyeSnzYc4Hr5xmHfWvmOniDK5gACj+2WS+6+8n37Kv0eO0LJlS7Py06dPU716Y5577mjSt1CqFGzeDCNHGs++MwMnJ2/KlfsSP7/jFCrUy0qLWC5fnsiOHeU5f/5LYmPl2Y4QSXl7e7Nz50527drFxYsXOXv2rGlKsgIFCuDi4sK5c+eSff+5c+coXrz4Y8XQrVs3goODTcPmH+bw4cNorTN9olMp1U4pdVwpFaSUejeZNs2UUvuUUoeVUhsf41wvKqXWKaXWYSQ5f0nYT7RtA34H0nSelPzaD1FK1bBWobWO01of1VrP1Vq/l5YAhBAiw/n6QmAg/PsvdOtmcQNds2ZNdu7cSYsWLUxlixcvpkGDBgQFBdk6WiGEyKm+AxoCLQFPzJctXoGxDolIo8WLF5vty7B12+hZvScv1HzBrOynwJ9YeXKlnSLKpLZvt5rk5JNP4KOP8PDwYPny5RbTC4WFXQaeBB6sotylC+zda8xelBnlzl2aqlXnUKfOdry8GlrUx8aGcPr0uwQGVubatTlYTlsnRM7l5OSEr68vdevWpXjx4mb/jzk5OdGgQQP++ecfq6PzQkJC2LBhA08++WS6xJKS/0OPHDmCs7MzFSsmnXEYBgwYwNtvv02rVq0oXLgwn3/+ebrElVpKKUfgZ6A9xlzpzymlqiZpkweYCHTUWlcDuj/GKcOAW/GbAu4m2k/YzgBfAWkaOZ6SOTrdgNxpObgQQmQaRYoYy2wOGQINGxrzdpYrZ6ouUKAAq1ev5u233+aHH34AjCdw9erVY+7cubRt29Y+cQshRM7RBRihtV4ff9Od2Dkg+Um3xEPdu3ePNWvWmJV17drVTtHkPD+1/4nN5zZz5s4ZU1m/pf04MPgAhdztOKY6s9ixI/kk56hRpl1XV1cWLlxIq1b/Y9OmPxM1vAk0x8lpOT/+2ITBg5NdkD1T8fLyp3btLdy4sYjTp98hIuK0WX1k5DmOHu3NxYs/UL78d3h7N7JTpCK7SevcmFnBiBEjePbZZ5k2bRoDB5rnyMaNG0dISAhDhw59rHMsWrSIAgUKPHQu0ARXr16laNGiODs7W9Tt37+fRo0a8e+//3Ljxg1q1arFhx9++FixpZEfEKS1Pg2glJoLdAKOJGrTG1istT4PoLW+ntaTaa0XAAviz/Ub8KnW+szD35U6Ke3Ib/UnQSnlo5RK9afElt1ihRDCxMUFpk6FQYOgQQP4+2+zaicnJ77//ntmzpyJi4sLAHfu3KFDhw58/fXX8kRdCCEyVm6Mp/jWeAKxNowlW1m5ciWRkZGm/TJlylCzZk07RpSzeLl48XuX33FINCPYtdBr9F/WX+4tduyANm0gJMS8fPRosyQnQEwMfPSRM5s2zQZeSXKgEBwd21Cs2JIskeRMoJSiUKFu+PkdoVy5b3FyymPR5t69QPbubcyhQ10JDT1m+yCFyEI6d+7MoEGDGDJkCK+99hpr165l1apV9OvXj7FjxzJmzBjq1Kljah8VFcXChQstths3jLlyu3btypdffsnKlStZvnw5ffv2Zd68eYwaNQqH+HkxNm7ciJOTExs3WqatPDw8uHHjBkuWLOH8+fOm8tjYWIKCgvj8889xcHAgNjaW/PnzZ/DVSVZx4EKi/YvxZYlVBPIqpTYopXYrpV4gHWit+6V3khNSnuj8Qin1iVKqu1KqSqKn7HWAr1NzQjt0ixVCiAeUMnp1Ll0Kr74K779v3Dkn8sILL7BlyxZKlCgBQFxcHCNHjqRPnz6EhYXZI2ohhMgJdgLJ3Th3A7bZMJZs5a8kC/I9++yzMmzdxhr6NOSjJz8yK1t+YjmTdk2yU0SZQGCg9STnxx8bWyJXrkDLlsbiQsafsL8Ab5u1iYyMoGvXrkyebD4valbg4OCCj88b+PsHUbz4CJSyHHh58+Zidu6sxrFj/YmIOG/lKEIIgIkTJzJ16lQCAgLo1KkT3bt35/Tp0yxdupR33zXvZ3fv3j26d+9usR0+fBgwVk+fPn06Xbt2pXv37hw5coRZs2YxbNgw0zG01sTGxlp9cNWzZ0/8/Pzo2bMnS5YsMZUfP36cihUr4uHhAcC+ffuoVatW+l+MB5yUUrsSbYm7u1q7IUj6zTgBdYGngLbAR0opy/H4aaSUqqiUaqGU6pB0S9PxHvUUUSkVh3FjWYQHCw5FA1cwFiPaqbVunopvoAEwWmvdNn7/PQCt9dhEbV4FimmtU9xv19fXV+/atSulzYUQAq5fh+eeM17PmWOxJOe1a9fo1q0bW7ZsMZXVqlWLJUuWpGioghBCJEcptVtr7WvvODITpVRjYC2wBWNI00SMBYgqYSQ6n9Ra77RfhAZ3d3cdGhpq7zBSLDIykoIFC5otsLd582YaN25sx6hyppi4GJr81oTtF7ebylydXNk9cDdVC1Z9yDuzoT17oEULuHvXvHzUKGPIeiIbNkCvXnDtmnlTR0dN27ZjWbHiA4vDf/zxx3z88cdZNqEfFnaS06ff4ebNv6zWK+VC8eKvUrLke+TKVdDG0Yms5ujRo1SpUsXeYYhE5syZw8aNG5k0yXjYNWbMGFxcXHjrrbfSdLxH/RsrpcK01u7J1KUkR/cu4Kq1Hh2//yuwKn4YeprFd3qch9EJ0mrCVWuddDqjR0ppj843tNblMYYN1ccYKzAJeIfU97a0W7dYIYQwU6iQsUBR/fpQty5sM+8sVLhwYf777z8GDRpkKtu3bx++vr5s2LDBxsEKIUT2prXegrEQkQswAeOG9xOgLNAqMyQ5s6J169aZJTkLFy5MgwYN7BhRzuXk4MQfXf7AI5eHqSwiJoLnFj1HREwOWmH74EFo3doyyfnRR8aQ9XhxcUYPzpYtLZOcxYrBxo2Kf/55n2nTpuHoaP538CeffMKgQYOISTJqJ6twc6tA9eqLqVVrI56els/EtI7k4sXv2bGjHGfPfkJMzD0rRxFCZFb79+8368G5d+/ejO7R+TA7gQpKqTJKqVxAL2BZkjZLgSZKKSellBvgDxxNh3NPBnJhzNNeCaNzZeKtbFoOmtJEJwBa6zCt9U6t9Uyt9Zda65+11jdTec506xarlBqY0PU2YQ4FIYRIFUdHGDMGJk6Ezp3hm2+MO+t4uXLl4pdffmHy5MmmSaRv3rxJq1atmDBhgsytJYQQ6UhrvVVr3QTwAkoAnlrrRlrrrXYOLctKutp6p06dLJJCwnbK5i3Lzx1+Nis7cO0Ab//7djLvyGaOHjUyl8HB5uUffmj05IzvgXn7tnFb9u67ZrdlgPH2vXuhUfzaPP3792fJkiXkzm2+fu6UKVPo1q0b4eHhGfTNZLw8eZ6kTp1AqlZdQO7clSzqY2PvcfbsaHbsKMuFCz8QG5uDEuZCZGHjxo0z60xjLLTWyi6xaK1jgKHAaozk5Xyt9WGl1CCl1KD4NkeBVcABIBCYprU+lA6nrw28qbVeqrU+qbU+l3RLy0FTkuj8GbidloMn4yLgk2i/BHDZSptVWuvQ+ETqJsBixnSt9RStta/W2rdgQemyL4R4DM88Y8wVtXgxPPWUMaw9kYEDB7J+/XoKFy4MGBNIDxs2jP79+xMRITeVQgjxuJRSo5RSxQC01uFa68ta67D4uqJKqVEPP4JIKjY2lqVLl5qVdenSxU7RiAR9n+hLr+q9zMom7JzA0mNLk3lHNnHypJGlTNpBZeRI+PRTU5Jzzx5joE2SNSMBo9Pn6tUWsw3x9NNP899//5EvXz6z8qVLl9KqVSuCkyZWs5CEBYvq1TtEpUrTcHEpYdEmOvomp069TmBgJa5c+Y24uKzZk1UIYR9a6xVa64pa63Ja6zHxZZO01pMStflaa11Va11da/1DOp36FOCaTscyeWSiU2s9TGt9Mh3Pac9usUIIkbzSpWHjRqhd29jWrjWrbtSoEbt378bPz89U9ttvv9GsWTMuXbpk42CFECLb+RjjAbg1xeLrRSoEBASQeNSTt7c3zZuneGp9kUGUUkx6ahJl8pQxK39p2UtcDLlop6gy2JkzxpycV66Yl48YAePGmZKcM2ZAw4ZG88Ty5YMVK4x8aHIdkhs0aMDWrVspWbKkWfm2bdto0qQJFy5csP7GLMLBwYmiRfvj53cyfoV2yxWaIyPPc/z4S+zaVYPr1+ejdZyVIwkhRKbxJvC+UipNQ9STk6qh6+nBzt1ihRDi4Zyd4YsvYNYsePFFY1X26GhTdfHixdm4cSP/+9//TGU7duygbt26Mm+nEEI8HoXldEYJSpC+I4xyhL+TdInr0KEDuXLlslM0IjFvV2/mdpuLk8OD1bWDw4Pps7gPsXGxdowsA1y4YCQ5LyZJ4g4aBN9/D0oRFQVDh0K/fhAZad7Mz88Yqt6+/aNPVblyZQICAqhRo4ZZ+ZEjR2jQoAH79u17vO8lE3B0dMXH5w3q1z9NqVKjcHT0sGgTFnaMI0d6smtXTa5fXygJTyFEZjUWY82eY0qpE0qpwKRbWg5q80Qn2LVbrBBCpEzCBFD79sGTT0JQkKnK1dWV6dOnM378eNM8Z9euXaNly5aMHTuWuKSTSQkhhLBKKfWiUmqdUmodRpLzl4T9RNs24Hdgo32jzXqSJjo7duxop0iENX7F/RjTYoxZ2aZzm/h80+d2iigDXLliJDnPnjUv79cPfv4ZlOLqVeO26+efLd8+dChs2gRJOmk+VLFixdi0aRNNmzY1K7906RKNGzfmn3/+Sf33kQk5OXlRpswn+PufonjxERiDJc2Fhh7iyJHu7NpVmxs3/pK55YUQmc0hYAXwB7AVOGxlSzWVXX7Z+fr66l27dtk7DCFEdhMXBxMmwGefweefw8CBpuFVAOvXr6dnz55mQwM7dOjArFmzyJ/fckiREEIAKKV2a60tl9LNYZRS3YEe8btdgfVA0sn0ooBjwESt9S0bhmeVu7u7Dg0NtXcYj3Tq1CnKly9v2nd0dOTmzZvkyZPHfkEJC3E6jvZ/tOffU/+ayhyUA+tfXM+TpZ60Y2Tp4Pp1aNbMWIAosd69jZEzjo5s3w5du8LlJCs25M4NU6dCnz5pP31ERAR9+/Zl4cKFZuUODg78+OOPDB06NO0Hz4QiIs5x9uwnXL06E7D+0N3DoxalS48mf/6OKGVtjWCRHR09epQqVarYOwyRgR71b6yUCtNau9swJLuyS49OIYTIMhwcYPhwozvB1Knw9NNm80s1b96cvXv30rhxY1PZihUrqFOnDjt27LBHxEIIkWVorRdorbtrrbsDM4GXE/YTbX201p9lhiRnVrJ8+XKz/SZNmkiSMxNyUA7M7DyTQu4PVteJ03H0WdyHW2FZ+CN/6xa0amWZ5OzaFWbOBEdHpkwxBs0kTXKWLg3btj1ekhOMEThz585lxIgRZuVxcXEMGzaMESNGEBubfaYJcHUtReXK0/HzO0KhQn0wZgMxd//+Pg4d6szu3b7cvLlMengKIbIlSXQKIURKVKkCAQHGMqC1a8OiRaaq4sWLs379ekaOHGkqO3/+PE2aNGH8+PFyEymEECmgte6ntT5t7ziyi6SJzmeeecZOkYhHKeJRhNnPzjYruxhykf7L+mfNe4g7d6BNGzh40Lz8mWfgzz+JjHVi4EB45RWzadABIze6axfUqpU+oTg6OvLDDz8wYcIEHBzM//QdP348zz77LPfv30+fk2USbm6VqFr1d+rVO0KhQs9hPeG5h0OHOrFrV02uXZuL1tkn4SuEyFqUUj2VUmuVUueVUteTbmk5piQ6hRAipZydjeU+ly6F994zuhrcvAmAk5MTX375JUuXLjX1mImOjmbEiBH07NmTkJAQOwYuhBBZQ0bc7OZEISEhbNxoPqXp008/badoREq0KdeGkQ1HmpUtPb6UiTsn2imiNAoJgXbtYM8e8/J27WDBAi7dyEWzZsYgmaTeeQdWrYKMmPlnyJAh/P3333h4mC/c8/fff9O4cWPOnTuX/ie1M3f3ylSt+if16h2kYMEeVtuEhh7k6NHnCAyswpUr04mLi7JxlEKInEwp1RtjRE8QxsKTy4DlGLnKEGBCWo4riU4hhEgtf39joaLChaFGDZg/H+J7XHTs2JE9e/ZQt25dU/MFCxZQt27dbLHSpxBCZJSMutnNiVavXk10oq5yFStWpGLFinaMSKTE5y0+x6+4n1nZm/++yf6r++0UUSqFhsJTT0HSqXtatIDFi9my04W6dWH7dvNqNzeYNw/GjYP4NR4zRIcOHdiyZQvFixc3K9+/fz/16tVj8+bNGXdyO3J3r0a1avPw9T1AgQJdrbYJDz/J8eP92bGjPBcv/kRsbLiNoxRC5FBvA58BQ+L3J2qtXwLKADeBsLQcVBKdQgiRFu7u8N13sHgxjB4NXbqY5u4sU6YMW7du5dVXXzU1DwoKwt/fnwkTJmTNYWhCCJHxMuRmNydKOmxdenNmDc6OzszpOgcvFy9TWWRsJL0W9eJ+VCYfXh0eDh07wpYt5uWNG6OXLuPn6blp3hyuXTOvLlfOSHz2sN7hMN3VrFmTHTt2ULt2bbPyGzdu0KJFC6Za62qaTXh41KB69YX4+u6nYMGeWBvSHhl5gaCg4WzfXprz578kJuau7QMVQuQkFYCt2pg/IxbwAtBa3wO+BNK0apwkOoUQ4nE0aGD07qxWDWrWhBkzQGtcXFz4+eef+fPPP3F3Nxa4i4qKYtiwYXTu3Jlbt7LwAgNCCJExMuRmN6eJjY1lxYoVZmUyP2fWUTZvWSY/Pdms7NjNYwxaPijzPiiNjIRnn4V168zL/f2JWPQPLw1zZ+hQiIkxr27fHnbuNAbH2FLx4sXZtGkTXbp0MSuPiYlh4MCBDB061KxHdHbj4fEE1arNxc/vKEWK9EMpJ4s20dHXOX36XQICfAgKeoOIiOw3tF8IkSncBVziX18CEi8dr4A0TWYiiU4hhHhcLi7w+eewejWMHw8tW8KxYwA899xz7N69m1qJZtVftmwZNWvWtJg/TQghcrgMudnNaXbt2sXN+PmjAby9vWnUqJEdIxKp1at6L16q9ZJZ2R8H/2DK7il2iughoqKM7pirV5uX16nD+amrafKUFzNmWL7tww/h778hb16bRGnBw8ODBQsWMHr0aIu6n3/+mbZt23Ljxg3bB2ZDbm6VqFx5Ov7+QRQrNgSlXCzaxMbe4+LF79m+vRxHjvTm3r3ddohUCMPo0aNRSpm2YsWK0bVrV06dOmXRdsaMGfj7++Pu7o6XlxdNmzZl2bJlFscrUKDAQ885Y8YMs3MmbJMmTUrX7y0H2wU8Ef96GTBKKfWyUupF4GtgR7LvfAhJdAohRHqpXRsCA6FTJ2jcGD76CMLDqVSpEtu3b2f48OGmppcuXaJFixaMHj2amKRdHIQQImfKkJvdnGblypVm+23atMHZ2dlO0Yi0+qnDT1QvVN2sbPiq4ey5sieZd9hBTIyxMGOS5AE1arD+o3XUbeHNrl3mVR4exqw/n32WsfNxpoSDgwMff/wxCxcuxM3Nzaxu/fr11K1bl8DAQDtFZzuurqWoWHEC9eufxcfnbRwdPay0iuX69Tns3u3Lvn3NuXlzOVrH2TxWIby9vQkICCAgIIBvvvmGffv20bJlS0JDQ01tBg8ezIABA/D392fJkiXMmzeP0qVL06lTJ7788ss0nXfdunWm8wYEBFj0CBdpNhY4H/96FBAITAR+w5i26JW0HFQSnUIIkZ6cnGDECNi/3+jVWb06rFqFi4sLP/74I8uWLSN//HKicXFxfPLJJ7Ro0YILFy7YOXAhhLC7DLnZzWlWrVpltt++fXs7RSIeh5uzGwu7L8Qj14OkU1RsFN0XdOdOxB37BZYgLg769YOFC82KdeUq/NB9K627eZOoYzEAlSoZz4OffdaGcaZA165d2bZtG6VKlTIrv3DhAk2aNGHSpEmZd9qAdOTiUoRy5b6ifv1zlC79Kc7Ohay2u3NnA4cOPcPOndW4fHkyMTGZfP5Yka04OTlRv3596tevT+/evZk5cybnzp0zTdmyZMkSJk2axIQJExg/fjytW7emffv2zJw5k5EjR/L++++zZ0/qHxjVq1fPdN769etTqJD1nw+ROlrr7VrrefGv72itOwEeQB6ttb/W2rK7bgpIolMIITJC8eKwYAFMmACvvgrdu8O5czzzzDPs37+fpk2bmppu3ryZWrVqsXTpUjsGLIQQ9pVRN7s5ya1btyx6oLVr185O0YjHValAJaY+Y744zunbp3lp6Uv2TbxpDYMGwe+/mxWHla3O81V28fooT2Jjzd/SsaOxGHuVKmRKNWvWZOfOnTz55JNm5VFRUQwePJh+/foRFpYz1kNzds5H6dIfUb/+OSpVmoabm/V/tLCwY5w4MYiAgBKcPPkaYWEnbBypEFC3bl0Azp49C8CPP/5I+fLlefnlly3avv/++3h6ejJhwoQMj2vo0KFWh7wrpXBzc5MRffGUUqOUUsUSl2mtI7XWIUqpokqpUWk5riQ6hRAiI7VvD4cOGYsV1akDo0dTPG9e/vvvPz799FMcHIxfw8HBwXTu3JmXX36Ze/fu2TloIYSwvYy62c1J1qxZY5YAq1mzJkWLFrVjROJx9arei1d9XzUr++vYX/yw/Qf7BKS1MXIlyerkZ4o1opHrbv78y83iLZ98An/9Bd7etgoybQoWLMjatWt5/fXXLepmzpxJw4YNrc4FmF05OrpStGh/6tU7RI0ay8mTp7nVdrGxd7l06UcCAyuxf39bbt5chrGmnBAZLyHBWaRIEWJiYggICOCZZ57B0crcGN7e3jRv3pxNmzal+jzlypXDycmJSpUqMXmy+YJxGzZsQCnFhg0bTGXDhg0zDXNv2LAhLVq0MBv67uRkuQiYPSml2imljiulgpRS7z6kXT2lVKxSqls6nfpjoEQydcXi61NNEp1CCJHR3Nxg9GjYsweOHoUqVXBcuJCPPvyQjRs34uPjY2o6bdo0atWqxbZt2+wXrxBC2Ee63+za8cbdLpIOW5fenNnDd22/o27RumZlI9eOZNsFG98raA3vvgs//WRWvCZfT3zDNrLvSC6zci8vY8GhUaPAIYv81ens7Mx3333HvHnzcHd3N6vbv38/devWZWGS4frZnVIO5M//FLVqraNu3d0UKtQbsD7B6u3b/3LoUCe2by/H+fNfER19y7bBihRJrqehrbe0iomJISYmhhMnTvDqq6/i6elJq1atuHnzJpGRkRbTUCRWqlQpLl26lOJzFS1alM8++4zZs2fz999/4+/vz6BBg/j+++/Nrqejo6PZ91SpUiXTMPerV6/SsGFD037NmjXT9o1nEKWUI/Az0B6oCjynlKqaTLsvgdVJ6x7n9EByQxRKALfTctAs8l+OEEJkA6VKwbx5MHs2jB0LTZvS2M2Nffv20aNHD1Oz06dP06RJEz744AOioqLsGLAQQthUut7s2vnG3ebi4uIk0ZlNuTi5sKD7ArxdHnSJjImLoefCntwMu/mQd6azTz+Fr74y7WrgK/dPaHdnDsF3zBNfVavCzp3w9NO2Cy899ejRg507d1K5cmWz8rt379K9e3cGDRpEeHi4naKzH0/POlSt+gf165+hZMkPcHYuaLVdZOQ5Tp9+h23binPkyHMEB6+RxYtEurh16xbOzs44OztTqVIlTp8+zbx58zJs9ELbtm358MMPadOmDe3bt2fWrFn06NGDzz//nLg44zPdtGlTYmJizKYmSxAaGsqZM2eoXr26Rd3BgwetvscO/IAgrfVprXUUMBfoZKXdMGARcP1xTqaUelEptU4ptQ7jv5JfEvYTbduA34GNaTmHJDqFEMLWnnwSdu+G55+Hp54i37BhzB07lj/++APv+HFdcXFxfPHFF9SvX5/Dhw/bOWAhhMgYGXyza9Mbd3s7cOAA165dM+17eHjQsGFDO0Yk0lOZvGWY2XmmWdnFkIs8v/h54myRQPrqK2N0Srz7uNMr12LeCR1FXJx5z6yuXWH7dqhYMePDykhVqlQhMDCQbt0sO3pPnjwZPz8/jhw5YofI7M/V1YeyZT+nQYMLVK48Gy+v+lbbaR3J9etzOXCgDdu3l+Xs2U+IiDhn42hFduLt7c3OnTvZtWsXFy9e5OzZs6ZF9woUKICLiwvnziX/GTt37hzFixd/rBi6detGcHCwadj8wxw+fBittdVE5549e0xzjNpZcSDxyrgX48tMlFLFgWeBSelwvjDgVvymgLuJ9hO2M8BXwMC0nEASnUIIYQ+OjjBwIJw8CRUrourVo/fu3RzetIkWLVqYmu3du5e6devyww8/mJ4aCiFENpKRN7u2vnG3q6S9OVu1akWuXLmSaS2yok6VO/FWg7fMylafWs3YzWMz9sTjx8M775h2gyhHA4cdzI8yXz5dKfjiC2MtRk/PjA3JVjw9PZk/fz4//PADzs7OZnWHDh3C19eXX3/9NUesym6Ng4MLRYo8T506AdStu4siRfrh4OBqtW1k5DnOnh3N9u1l2L+/DdeuzSU2NsLGEYuszsnJCV9fX+rWrUvx4sXNhos7OTnRoEED/vnnH6t/N4WEhLBhwwaLRcfSKiXD748cOYKzszMVrTz52bt3L1pr2rRpQ+HChfn888/TJa5kOCmldiXaEt9TWftGkv5S+wF4R6fDBLxa6wVa6+5a6+7ATGBAwn6i8iFa68+01mma/0ISnUIIYU8eHvDxx3D4MISFUbxlS9a0acP4L7/ExcUFgMjISF5//XVat27N+fPn7RywEEKkn5Tc7Gqt+6TxZjfdbtyVUgMT/jjIrCulyrD1nOGLll/QyKeRWdmoDaNYd2ZdxpxwyhRj8aF4K2lHPXZyKK6aWbO8eWHFCnjvPSPhmZ0opRgxYgQBAQGUL1/erC48PJwBAwbQs2dPbt3K2fNRenrWpXLl6TRocJGyZb/C1bVsMi01t2+v4ejR5wgIKMaJE4O5c2eTDG23Ia11ptgywogRIzhx4gTTpk2zqBs3bhwhISEMHTr0sc6xaNEiChQo8NC5QBNcvXqVokWLWjwoAaNHp9aaVatWceDAAX7++efHiusRYrTWvom2KYnqLgI+ifZLAJeTvN8XmKuUOgt0AyYqpTqnQ1w7ge4JO0qpmkqpi8AtpdRupVRyc7c/lCQ6hRAiMyhSBH75BbZswSEwkGE//siZN9+k3hNPmJqsW7eOatWq8csvv0jvTiFEtqO17qe1PpOOh0y3G3et9ZSEPw4y20qpAPfu3WPr1q1mZW3btrVTNCIjOTs6M7fbXAq4FTCVxek4ei7syfm76fwwdPZsGDTIOAeKMbzPU/zDHfKaNatRw5iPM7vn1uvWrcuePXvo06ePRd2CBQuoXr06K1eutENkmYuzc35Klnwbf/+T1Ky5nsKF++LgkNtq25iY21y+PIl9+5qyfXspTp16m3v39uTYHrLi8XXu3JlBgwYxZMgQXnvtNdauXcuqVavo168fY8eOZcyYMdSpU8fUPioqioULF1psN27cAKBr1658+eWXrFy5kuXLl9O3b1/mzZvHqFGjcIhfZW3jxo04OTmxcaPlDDseHh7cuHGDJUuWmHVY0Vpz7NgxxowZg4ODA7GxseTPnz+Dr06ydgIVlFJllFK5gF7AssQNtNZltNaltdalgYXAq1rrJelw7iFASKL9nzDu1fpg5CvHpeWgkugUQojMpFIlWLQI/v6bovv3s+P2bRa1b0+u+O4R9+/f59VXX6VFixYEBQXZOVghhMgYSik3pdQwpdTPSqlRSqlHd5uwZM8bd5vatGkTiXuaVqxYkdKlS9svIJGhSniV4I8uf6ASdVq+GXaTLvO6EB6dTgvkLFgA//sfaE0InnRlER8yBp3kz8devSAgAMqVS5/TZnaenp7Mnj2b3377DTc3N7O6q1ev0qFDBwYNGsT9+/ftFGHmoZQDefM2o0qVWTRseIWKFSfh6Vkv2faRkRe5cOEbdu+uS2BgZc6cGU1Y2HHbBSyyjYkTJzJ16lQCAgLo1KkT3bt35/Tp0yxdupR3333XrO29e/fo3r27xZawRkKlSpWYPn06Xbt2pXv37hw5coRZs2YxbNgw0zG01sTGxlpN0Pfs2RM/Pz969uzJkiVLTOVBQUGUKVMGd3d3APbt20etWrXS/2KkgNY6BhiKsSjjUWC+1vqwUmqQUmpQBp++FHAcQClVEGgEjNRazwU+A1o85L3JUtnlaYmvr6/etWuXvcMQQoj0FRAAo0YRceQIo+Pi+PbqVRL+lM2dOzefffYZr732Go6Ojg89jBAic1FK7dZa+9o7DntTSn0LPKO1rpiozJP4JCXGSuveQCjgp7U+kcrjd8AYnu4ITNdaj0m4addaT0rSdgawXGu98GHHdHd316GhoakJI8O9/vrr/PDDD6b9IUOGMGHCBPsFJGzis42fMWrDKLOy/9X6H9M7Tk/R3HHJWrbMWFEoJobjVKQzSzhGFbMmDg7G+kRvvJH9hqqn1LFjx+jTpw979uyxqCtXrhyzZ8+mQYMGdogsc7t//yBXr07n6tXZxMQ8eri/h0ctChR4lgIFOuHu/sTjfbZzqKNHj1KlSpVHNxQ2M3/+fNatW8ekScatyJgxY3BxceGtt956xDute9S/sVIqTGvtnqaDZyCl1C2gt9Z6tVKqB/ArkEdrHauUagas0Fq7PewY1kiPTiGEyMwaNIA1a3D980++qFCBa97eDFKKXBjzQr311ls0bNhQVmYXQmRVzTFWVE/sLaAi8LLWugBQDDgLfJTag2utV2itK2qty2mtx8SXTUqa5Iwv/9+jkpyZ1dq1a832W7VqZadIhC198OQHdKzU0axsxr4Z/LLrl7QfdPVq6N4dYmJYxjP4EWiR5MyfH/79F958M+cmOQEqV65MQEAAH330kcUD51OnTtG4cWPeeOMNMtuDEXvz8KhB+fLf07DhZapXX0ahQs/h4JB8HuP+/X2cPfsxu3bVYseOspw8+Rq3b68nLi5zzpcsRErs3bvXrAdn0v0cJBAYopSqBgwHViWaN70sllMOpYj06BRCiKxk61buvvMOEYGBfBEdzVQgHHB2dubDDz/k3XfflVV2hcgCpEenQSkVDPTVWv+TqOwQgNa6eqKyvsAnWuvkVrewmczWozNhoYMEDg4O3Lp1izx58tgvKGEzdyPu4jfNjxO3HnR2dnJwYv2L62lcsnHqDrZhA7RvT1xEJJ/wMZ/ysUWT2rVh8WKQmRHM7dixg759+3Ly5EmLujJlyjBlyhR5APEQsbGh3Lz5N9ev/0lw8Cq0jn7ke5yc8pI//1Pkz9+JfPna4OTkZYNIsybp0Zn9ZeEenVUxphUqC1wAWieM3lFKrQauaq1fTO1xpUenEEJkJY0a4b1lC/k2b2Zw1aqcBt4HPKOj+fjjj/H19SUgIMDeUQohREo5AREJO0qpfEAVIOkS0meBIrYLK+tI2puzXr16kuTMQbxdvVnScwkeuTxMZTFxMXRf0J3L91LRESYgAJ5+mjsRLnRiqdUkZ9++sHWrJDmt8ff3Z+/evQwZMsSi7syZM7Ru3Zp+/foRHBxsh+gyP0dHdwoX7kWNGsto2PAqFStOJU+eFkDyXYZjYm5z7drvHDnSnS1b8rFnT2POnv2Eu3e3SW9PIbIIrfURrXV5oCBQOskURW/Fb6kmiU4hhMiCnP39qXz4MKFLl1K/YEFOAhOA8IMHadiwIQMHDpSbaSFEVnACaJZo/+n4r6uTtCsEyC81K2TYuqhSsAozO880K7t6/yrd5ncjMiby0QfYvRvateNIaEn8CGQ5z5hVOzrCjz/CzJmQ2/ri2QJwd3dnwoQJrF69mlKlLNdPmzFjBlWqVGHevHmyqvhDODvno1ixAdSq9V/8IkZTyZ//aZRyeci7YgkJ2crZs6PZu7cRW7fm59ChZ7l0aSJhYSfleguRyWmtb+kkP6ha64Na6xtpOZ5dEp1KqXZKqeNKqSCl1LsPaVdPKRWrlOpmy/iEECKrKNexIx2uXGHB6NHcd3JiG7AEODZ1KpUqVmTmzJlycyeEyMwmAO8qpcYrpT4AvgbOAP8madcGOGTr4DI7rbUkOgUAXap04b3G75mVBVwMYPA/gx9+H3DgALRpw6KQVvizg5NUNKsuWBD++w+GD8/Z83GmRps2bTh06BAjRoywWDjn+vXr9OrVi1atWnHkyBE7RZh15MpVmGLFBlCjxt80bnyLatUWU7jwCzg55Xvo+2JjQ7h5cwknTw4hMLAi27eX5siRPly6NJH79/fzYApAIURmoJSqqJRqoZTqkHRL0/Fs/QewUsoR4+l9a+Aixqqaz2mtj1hptwZjONP0R00OL3N0CiFyunPnzvHWq69SYMUKXgfuAt8B1xo35qdJk6hWrZqdIxRCJJA5Oh9QSr0HDAHyAHuAIVrrg4nqCwIHMebofIxVVtJHZpqj89ixY2ZzcuXOnZvbt2/j4vKwnk8iu4qNi+WpP59i9SnzDtHftvmWNxq8YfmGY8eIbdKMj24OZyzvW1TXqweLFoGPT0ZFnP1t376dAQMGWF000snJieHDh/Pxxx/j5SXzS6ZGXFwMISFbuXlzKcHBKwkLO5aq9zs6euHlVR9v70Z4ezfC09MfJyePR78xi5I5OrO/LD5H5zygKtbnqtBaa0cr5Q8/rh0SnQ2A0VrrtvH77wForccmafcaEA3UA5ZLolMIIVJm6dKlDB86lJoXL/ImUAaYphRxL73Em19/Td68ee0dohA5niQ6s67MlOicMGECw4YNM+23bduWVatW2TEiYW/B4cH4T/MnKDjIVOagHFj+3HLaV2j/oOGpUwQ37kjvq9+ymnYWx+nXDyZOBFdXW0SdvUVFRTFu3Dg+//xzoqMtF9kpUqQIX3/9NX369LHoASpSJiLiArdvr4nf1hIdfTOVR3DAza0Knp618fBI2Grh7Jw97pkl0Zn9ZeFE52aM6YlGAkeAqKRttNbnUntcewxdL46xmlKCi/FlJkqp4sCzwCQbxiWEENlCp06dOHz0KJXffptWTk50AkpozZu//sqmIkX4+/XXiY2RSdqFECKrk2HrIql8ufPx93N/4+XyoIdgnI6j16JeHL1x1Cg4f569jYdR9+pyiySns7Nm4kT49VdJcqaXXLlyMWrUKA4ePEjr1q0t6q9evUrfvn1p0KABmzdvtkOEWZ+rqw9Fi75E1apzaNjwGnXr7qFs2S/Jm7fVI+b2TBBHWNhhrl37nVOn3mT//hZs3ZqPgIDSHDr0LGfPfsrNm0sJDT1GXJxFHiZLkKmssq8s/m9bG3hTa71Ua31Sa30u6ZaWg9qjR2d3oK3WekD8fl/AT2s9LFGbBcC3WuvtSqkZJNOjUyk1EBgIULJkybrnzqXpGgghRLZ16NAhhg8fzvr16/ECngcGAx4uLsQOGEC5Tz+FfA+f50gIkf6kR2fWlVl6dMbGxpI/f37u3r1rKtuzZw+1a9e2Y1Qis1h5ciVPz3maOB1nKiuXtxyBT/3FPw1nMvD6Z0RgvrJQkSKahQsVjRrZOtqcQ2vNX3/9xeuvv8758+ettunYsSPjxo2THnjpJDY2gvv3d3P37lbTFhNz6zGO6Eju3GVxc6tE7tyVcHN7sDk7F8qUvXKDgoIoVqwYbm5uGXJ8rTU3b97kypUr3Lp1i+DgYLPt7t27hIeHm7aIiAjCw8OJjY3FwcHBtCmlcHBwwN3dHU9PT9Pm5eWFt7c3RYsWpWjRohQrVoyiRYtm2PeT1YSFhXH58mXKly+fbJtM3KNzP/DZo0Zwp/q4mXHoulLqDA/G5xcAwoCBWuslyR1Xhq4LIYR1WmsWL17Mm2++ScIDoUYYCc/Ozs7EPP003m+9BQ0ayEoDQtiIJDqzrsyS6NyzZw9169Y17efLl48bN27g4GCXtUZFJvR9wPe88a/53Jwlzlfl4ox9EOdsVt6ggZHkLFbMhgHmYGFhYYwdO5avvvqKqCjLHoIODg4MGDCA0aNHU7RoUTtEmH1prQkPP2GW+AwPP54ux3ZwcMXFpSQuLj64uib+arx2cSmOo6OHzZOhISEhXLt2jeLFi5M7d+5Unz88PJyzZ89y+vRp03bx4kUuXbrE5cuXuXLlitXPcUbz9vamZMmSVKpUyWLz9va2eTy2ZnyWw7l06RKFCxd+6Fy/mTjR2Qr4CuimtT6dbse1Q6LTCWMxopbAJYzFiHprrS1naDbaz0Dm6BRCiMcWHh7O119/zbhx4wgPDweMJ0kDHBx4zcuL/Pny4dS/P/TtKysPCJHBJNGZdWWWROe3337LW2+9Zdp/9tlnWbx4sR0jEpmN1pr+y/rz277fzCt2DoZ/fiahX8mrg+L4/kcHcuWyfYw5XVBQEG+99RZLly61Wu/m5sbgwYN5++23KVy4sI2jyzmio+8QGrqfe/f2cv++sYWGHgHSf3V2pVzIlasgzs4PtsT7Tk5eODp64ujoafba0dETBweXNCdJQ0JCuH79utV5YsH4fXH9+nVOnTrFqVOnTAnNs2fPcuPGjcf5lu2iWLFiVK9enRo1alCjRg2qVauGu3umy/M9NmdnZwoVKvTIBc0ycaJzJ1ASyAucBe4kbaO19kv1ce0xnj9+ifgfAEeMFdXHKKUGAWitJyVpOwNJdAohRLo5f/4877zzDnPnzjUrb+HmxtfVqlE7KAjl6wv/+x907gwyLESIdCeJTktKqaeBFVonGmubCWWWROczzzzD8uXLTfs//vgjw4cPt2NEIjOKjImk3g9NORi6w7xi9be47hjCpCmOvNjfyT7BCZMtW7bw9ttvs337dqv1uXPnZtCgQYwcOZIiRYrYOLqcKTY2grCww/HJz32EhR0lLOw4UVGX7BaTUk44OLjh4OASn/TMZfY14bWRDE3YAFSiMggOjuL48XscP36PU6fucebMPc6cCeX+/ew7h79SiqpVq9KsWTNat25Ns2bNckSvzwSZONH526PaaK37pfq4WXziUhNJdAohROrs3LmTt99+m40bN5qVlylShInt2tHm8mUcdu6Erl3hxRehYUOQIZFCpAtJdFpSSsUC14FZwAyt9VE7h2RVZkh0xsbGki9fPkJCQkxl+/fv54knnrBjVCKz0Rp+HneP18aEEPtyQ8iTaE5Irfi6zhze6tjTfgEKMwlTDb377rsEBQVZbePq6sqgQYN4++23KSbzDNhFTMx9wsNPEBZ2PH47Rnj4ccLDg4iNvW/v8MzExcGVKxAUZL7dTO2i9Cng7g7580OePODpaWxeXsZXDw9jcbNcuYzNxcXYHByM31NaG7EmfA0Ph7AwY0t4HRICwcFG7MHBcOsWxD5Gh1tHR0f8/Pxo3bo1bdq0oUGDBtl66pfMmujMKJLoFEKIHExrzT///MPIkSM5etQ8p+Dj48PYYcPoFROD4++/w/370KMH9OoFderIfJ5CPAZJdFpSSpUG+gEvYAxjCgSmA/O01iEPeatNZYZE565du6hXr55pP3/+/Fy/fj1b/5EmUicsDAb1i2D2/Pil0wsdhP6NwOWeqY2rkyvrX1xP/RL17RSlsCY6OpopU6YwZswYrly5YrWNs7MzvXv35o033pAHHJmE1pqYmLtERp4nMvICERHniYw8T0TEhfiv54mOvkZcXEQGnd9IAh45AseOwdGjRlIzPf67cnCAQoWgaNEHW+HCULCgkdwsUABy5370cdJTXBzcvQuXLsGFCw+28+eNstQmQYsWLUrXrl3p0aMHjRo1ynb/n2b2RKdSqhjQAMgH3AK2a60vp/l4kugUQggRExPDjBkz+Pjjj7l82fz/lLJlyzLqo4/oU7MmTosWwdy5RpKzZ08j6Vm9up2iFiLrkkTnwymlWmAkPZ/FGGu3GGO6o/V2DYzMkej85ptvePvtt037Xbp0YdGiRXaMSGQmp09Dl04x7D+UZEh62TU4PN+eOIcHGYCCbgUJ6B9AuXzlbByleJTw8HCmTZvGuHHjLO7NEmvVqhVvvPEG7dq1y5QrfosHtNbExoYSHX3DtEVF3Ui0f5PY2HvExNwjNvYesbEhZq+1fjC0PDQUjh83EpoJic1bj7OYPMZsVSVLQqlSD7aSJaFIEXDKQjNcREXBqVPGdUnYLlwwksEpkZD0fO6552jQoEG2+Ll6VKJTKdUO+BFjeslpWutxSer7AO/E794HBmut96dDXI7AT8DL8edOEAtMAYalZUojSXQKIYQwCQ8PZ9KkSYwbN47r16+b1ZUvX56RI0fyQt++uBw+bCQ8580zxqT06gXdu0PlynaKXIisRRKdKRP/hH8u0BjQwHlgPPCTTvwXnw1lhkTnU089xYoVK0z7P/30E0OHDrVjRCKzWLUKej8Xx+075r2RPAlhZs3vCZ5cmAGrBpvVVcxfkYD+AeTLnc+WoYoUioiIMCU8L11Kfn7IqlWrMnjwYJ5//nny5MljuwBFhouOjubAgQPs2LGNHTsC2LlzN8eOnSStuZxcuZyoXLkUNWqUoUqVMlSuXIqKFUtSrFghlHJEKQfA4RFfVQrbPforKLSOJi4ugri48CRfI4iNDSc29j6xsXeJjr5NTMxtYmLuEBNzm6io60RFXSEq6gqxsfesfLeG+/fh4EHYtQt274Zz51J2rapUKc8rrwzlhRdeIG/evGm63pnBwxKd8cnGE0Br4CLGguHPaa2PJGrTEDiqtb6tlGoPjNZa+6dDXJ8DbwEfAfOAa0BhoCfwKfC11npUqo8riU4hhBBJhYaGMmHCBL788ktu375tVlesWDHeeustBg4ciHvu3LB9u5H0XLzYmITn2WeNRYzq1ZM5PYVIhiQ6H04p1RSjR2dXIBr4A1gCtAUGYSxU2dsesdk70RkTE0O+fPm4d+/BH3QHDx6kuvSuz9Hi4mDsWPjoI43W5r2PKnOUvxp8TeX/fobcuflw3YeM2TzGrE2Tkk1Y03cNLk4utgxbpEJkZCTTp0/nu+++S3YOTzAWLurevTsDBw6kYcOG2aI3Wk6itebMmTMEBgYSGBjIjh072LNnDxERaRvynidPHmrVqkWtWrWoXbs2tWrVokqVKjg7O6dz5PYXGxtKZOQVoqIuER5+hoiIU4SHnyI8/DQREaeIjn4wOemNG0bCc+dOCAgw5gJ9GBcXRzp1asaQIe/TpEnzLPdz9YhEZwOMxGXb+P33ALTWY5Npnxc4pLUung5xnQfGa62/sVL3FjBca10y1ceVRKcQQojkhISE8MMPP/D9999z584ds7r8+fMzYsQIBg8eTIECBYy/snbvhr/+giVLjIlzOnUyEp9NmxqzjwshAEl0WqOUKgW8GL+VBjYA04DFWuvIRO2eBX6311xT9k50BgYG4u//oBNFgQIFuH79epb7o0uknzt34H//g6VLLeu6spDfmvyG56oFxrhUjETK8389z58H/zRr261qN+Z2nYujg6PlgUSmERsby/Lly/n222/ZvHnzQ9tWrVqV/v3706tXL1m8KJO6desWO3fuNCU1AwMDuZnG1YJcXV2pU6cO/v7++Pn54efnR5kyZeT/h3hRUTcIDT3A/fsHuH9/P6Gh+wkNPUJERBQ7d8KGDbBt26OTnpUr5+Wttwbx4oujcXLKGn/fKKWigIOJiqZorafE13UD2mmtB8Tv9wX8tdZWh4rEJyArJ7R/zLgigI5a63+t1LUBlmmtXVN9XEl0CiGEeJSQkBAmT57Mt99+y7Vr18zqXF1deeGFFxgxYgRVq1Z9UHH8uJHwXLLEeN2+PTz9NLRpY8xcLkQOJolOS/Grrl8GZmDMx3kmmXYVgcla6+Y2DM/E3onOr776infeece0361bNxYsWGC3eIR97dljzBxz+rR5uQOxfMH7jHxyB2rFP8aSyIlExkTSenZrNp83T5QNqjuIiU9NlMRIFrFz506+//575s+fT+xDVl9RStG0aVN69+5N165dyZdPpimwh/DwcPbt22fWW/PUqVNpOpZSiipVquDn52dKbNaoUSNb9tTMSHFxUdy7t5u7d7dw9+4Wrl/fTEDAbf79F7ZuNfpxJKd4cUcGDWrBoEFjKFCgXvINM4FH9OjsDrRNkuj001oPs9K2OTARaKy1fsxZYUEpdQDYpbV+yUrddKCu1rpmqo8riU4hhBApFRERwW+//cZXX33F2bNnLerbtGnD66+/Tps2bcxXK7x8Gf7+G1asgPXroUYN6NDB2GrVkhXcRY4jiU5LSqkOwKq0TDpvS/ZOdCadn3PChAkMGTLEbvEI+9Aapk6F4cMhMtK8Lj83mUsvWjWOhJUrjWllrAgOD6bhrw05fuu4WfnHTT9mdLPRGRS5yAiXLl3it99+Y9q0aZx7xOSDTk5OtG3blm7dutGhQwcKFSpkoyhzlri4OI4dO2aW1Dxw4AAxMWmbXrpo0aKmhKa/vz9169bF29s7naMWWscRFnac27fXcuzYYubN28zy5bFcvZr8e/Llg969izJ8+PuULTsAR8dUd0DMcOkxdF0p9QTwF9Bea30ineLqgTEX+zpgIcYcnYWA7kBzoJfWOtVPcyXRKYQQItWio6OZN28e3333HXv37rWor1SpEgMHDuSFF14whrUnFhEBmzcbSc8VK+DePWjXzkh6tmoFMoG+yAEk0Zl12TPRGRsbS/78+bl7966pTObnzHlCQ2HQIPj9d8u6uuxiEV0p1aA4rF5tLBj4EOfunKPR9EZcume+yM1P7X9iqJ8scJXVxMbGsmbNGqZOncrSpUsf2ssTjF6B/v7+PP300zzzzDPUqFFDevOmQVxcHCdPnmTv3r3s3buXXbt2sXPnTrO5lFPD3d0dX19fs8Rm8eLF5d/GDmJi7hMcvIa//57CrFnr2bw5MtnV2/Plg5de8mDgwNcoVWoouXIVtm2wD/GIRKcTxmJELYFLGIsR9dZaH07UpiRGMvIFrfW2dI6tDfAJUAdwxpibfTfwsdZ6TZqOKYlOIYQQaaW1ZsuWLXz//fcsWbLEYvXHXLly0a1bN1555RWaNGli/QYtKMjocfLPP8YYkWrVoHVrI+lZvz64yMIIIvuRRKdBKfVkatprrTdlVCwpZc9E5/79+6lVq5ZpP2/evNy8edO8B73I1o4ehW7d4MgRy7pX+ZnveAMX/9rw77/g5ZWiYx6+fpgmvzXhdsSDxQcVij+7/kmv6r3SK3RhY1euXOHPP/9kzpw57N69O0Xv8fHxoUWLFjRr1oxmzZpRunTpjA0yC4qKiuLw4cPs3buXPXv2sHfvXvbv309a/19wdHSkRo0a+Pn5Ua9ePfz9/alatSqOjjJXbmajdRyBgbP56qsxLFt2kuQ65/r4wMCBTnTt+jw+Pm/i4WH/h5EPS3TG13cAfgAcMaYPGqOUGgSgtZ6klJqGsUBkQpfxmPS+j1VKOQAFgJuPO7pHEp1CCCHSxenTp5kwYQK//vorISEhFvWVK1emX79+9OnTh+LFk1mkLyLCmAV87VpjO3YMGjUykp6tW0P16rKSu8gWJNFpUErFARpIeAqS+MZUJdlHa233v/zsmeicMGECw4Y9mDLrmWeeYdmyZXaJRdjen3/CwIFGj87E3LnPVF7mOeaCn5+R5EzlkNaACwG0mt2KsOgwU5mzgzPLey+nTbk26RG+sKMTJ04wZ84c5syZw/Hjxx/9hnilS5emWbNmNG7cGF9fX6pVq4aTk1MGRpp5REdHc/LkSY4cOcLhw4dN24kTJ9I8/BygTJkypoWC/Pz8qF27Nu7udllbTzyGc+dOMnbsCGbN+pfwcOs9p6tVg1degRYtulGq1Md2TXg+KtGZ3UiiUwghRLoKDQ1l7ty5TJkyhcDAQIt6pRQtWrSgb9++dOnSBc+HDasLDjaWQFy7FtasMVZyb9oUnnzS2GrUkMSnyJIk0WlQSlVLtFsUmA6sAhYD1zHmaeoKtAVe0lqvtXmQSdgz0dmzZ0/mz59v2v/qq694++237RKLsJ3ISHj9dfjlF8u6qhxmId2owjFo2NAYIZHCnpxJrTy5ko5zOxIT9yCJ4+7szurnV9OoZKO0hi8yEa01+/btY8mSJSxfvpw9e/ak6v2urq7Url0bX19f6tatS/Xq1alcuXKWTdTFxcVx5coVTp8+zalTpzh9+jTHjx83JTSjo6Mf6/j58uUzS2rWq1dP5kTNZoKDgxk3bhTjx08mMtJ6ArxdO2O6kQoVnqNMmTHkzl3GxlFmrkSnUio/MAVj5ffVybRpCwwEBmutr6f6HJLoFEIIkVH27dvH5MmT+eOPP6zOU5Q7d246depE9+7dadeuHW5ubg8/4PnzsGmTsW3cCNevQ+PGD5KftWuDrDYpsgBJdFpSSi0FDmqtP7RS9zlQS2v9tO0jM2evRKfWmuLFi3PlyhVTWUBAAPXr17d5LMJ2zpwxVlW3NvK4L7P4hcG4EwZNmhhTwDxiTs5H+ePAHzz/1/NmZZ65PFn7wlr8ivs91rFF5nPp0iX++ecfli9fztq1awkPD0/TcXx8fKhSpQqVK1emUqVK+Pj44OPjQ8mSJcmbN6/d5paMiIjgypUrXL58mcuXL3Pp0iXOnDljSmqeOXOGiIiIdDlXvnz5qFOnDrVr16Z27dr4+flRtmxZmVczh7h06RIfffQ+M2fOJi7OMsfm5WX07mzf3hkfn+GUKvUBzs55bRZfJkt0fgY8DdTRySQklfGDsxtYo7V+J9XnkESnEEKIjHb//n0WLVrE7NmzWbduncVcngBubm60b9+erl278tRTT+GVkh4pV68aCxslJD7PnjXm9Uzo8VmvHuTOnf7fkBCPSRKdlpRS94FnrU08r5RqDfyltba+fLQN2SvReerUKcqXL2/az507N3fu3CFXrlw2j0XYxrJl8OKLcOeOebkLEfzEMAYwzZjzoVkzWL4c0qlX3Y/bf+S11a+ZleVxzcN/L/xHnaJ10uUcIvOJiIhgx44dbNiwgfXr1xMQEEBUVNRjH9fNzQ0fHx8KFy5M/vz5yZ8/P/ny5TN9zZ07N7lz58bV1dW0OTs7ExcXh9batMXFxREREUFYWBhhYWGEhoYSFhbG/fv3uXXrFsHBwWZfr1+/zq1bt9LhylgqUaKEWVKzdu3a+Pj4SFJTcPjwYd57713+/nu51fonnoDXXoOKFQtQtuyXFCnyP4ypKTNWJkt0Hge+01pPfkS7V4DXtdaVU30OSXQKIYSwpYsXLzJnzhxmz57NwYMHrbbJlSsXrVq1on379rRv355y5cql7ODBwbBly4PE5+HDxgQ5DRoYCdD69aFMGZAbUWFnkui0pJQ6DyzTWlss9ayUmgg8rbUuafvIzNkr0Tljxgz69etn2m/evDnr1q2zeRwi40VFwXvvwXffWdaV5RQL6UZt9hkFrVrB0qXwqBERqfT5ps/5aP1HZmX5cudjw4sbqFG4RrqeS2RO4eHh7Nixg02bNplWEb969aq9w7KpYsWKUbVqVapVq2baqlSpQt68tuuJJ7KmjRs3MmTIEA4fPmxR5+gIvXtD376QP399KlT4GU/PjH2IlMkSnRFAa6315ke0exL4V2vtmupzSKJTCCGEvezfv58FCxawaNEijh07lmy7ChUqmJKeTz755KOHuCcIC4M9e2D7dmMLCIDo6AdJz/r1jV6fjznUT4jUkkSnJaXUq8AEYAWwjAdzdHYC2gNDtdYTU3nMdsCPGKuITtNaj0tS3wdIGBJ1H2MuqP0PO6a9Ep39+/dn+vTppv1Ro0bxySef2DwOkbGCgqBXL+tD1TvzF7/RjzzcNQratYPFizNs5MJH6z7i882fm5UVdCvIxv9tpErBKhlyTpF5aa25fPkyu3btYteuXezbt49jx45x+vRp4uIea4Fku8qTJw/lypWjbNmylC1blnLlylG1alWqVq0qCU3xWKKiovj+++/55JNPrE4LUbas8VCrfHkHSpX6kDJlMu7/9EyW6LwNPK+1/ucR7ToAf2itU/2DKIlOIYQQmcKRI0dYtGgRixYtYv/+5PMMzs7O+Pn50bRpU5o1a0bDhg1TPgm+1nDx4oPE5/btsG8flC9vrFRbt66x1agBrql+eChEikmi0zqlVCfgfaA24ATEAPuAL7TWS1J5LEfgBNAauAjsBJ7TWh9J1KYhcFRrfVsp1R4YrbX2f9hx7ZXorFixIidPnjTtr1mzhlatWtk8DpFxfv8dBg+G+/fNy52I5kve4XW+xzQe4amnYOHCDP2/SmvNyDUj+SbgG7Pyoh5F2fi/jVTIXyHDzi2yjsjISE6ePMmxY8c4evQoZ86c4cKFC6YtLCzMbrE5ODhQpEgRihUrZtpKlixpSmyWK1dOkpkiw505c4ahQ4eyYsUKizonJ2OKktGjp1OiRD8r704fmSzR+R8QpLV+5RHtJgPltdYtU30OSXQKIYTIbM6cOcOKFStYuXIl69ate+jk+E5OTvj6+uLv74+fnx/+/v6pm/w9Kgr274cdO4wuNHv2wMmTUKnSg8RnnTrGpDoy36dIJ5LofDhlTFhVELihtU5TVyGlVAOMxGXb+P33ALTWY5Npnxc4pLUu/rDj2iPRefXqVYoWLWrad3R05M6dO3h42H3KUpEO7t+HoUNh5kzLupIOF5kT14OGBDwo7NQJ5s8HG8zPqrXmtVWvMT5wvFl5Mc9i/PfCf1QukOqp00QOorUmODiYixcvcvPmTYu5NG/fvk1ERAQRERGEh4ebXkdHR+Pg4IBSCqWU6bWLiwvu7u64ubnh5uZmep14zs+EeUALFChAoUKFcHR0tPdlEAKtNX/99RdDhw41W1QwQa9evZgzZ06GnT+TJTq7APOB/lprK//zgVLqBWAa0FNr/VeqzyGJTiGEEJlZREQEmzZtYuXKlfz7778cOXLkke/Jly8ffn5+1KlThxo1avDEE09QsWJFnJycUnbS8HA4cMBIfCZsJ05AhQoPkp81axo9P729H/M7FDmRJDoznlKqG9BOaz0gfr8v4G9tDtD4+reAygntk2OPROfChQvp3r27ab9evXoEBgbaNAaRMfbuNYaqnzhhWdfF+W+mRb9AXu48KOzaFebMAWdnm8WotWbwP4OZvNt83YhC7oVY23etzNkphBApdPv2bYYPH87vv/9uKlNKsXnzZho1apRh581MiU4ApdS3wOsYK6uvAs4DGigJtAV8ge+11m+l5fgp/ItPCCGEsA9XV1fatGlDmzZtALhx4wabNm1iw4YNbNy40eqCRsHBwaxatYpVq1aZynLlykWVKlWoUaMGlSpVonz58lSoUIHy5cvjnTRZmTs3+PsbW4KICDh48EGvz1mzjMWOChY0ens+8YSR/HziCShXzphpXAiRKkqpnsDLQEXAYkyu1rpQag5npczqE36lVHOgP9A4mfqBwEDALqucb9261Wy/SZMmNo9BpC+tYfx4GDnSGFiQmItzLD+oN3glarz5h/jFF2HaNGOsow0ppZj41ESiYqP4bd9vpvLroddpNrMZ/z7/L3WL1bVpTEIIkRXlzZuX2bNn8+yzzzJo0CBu3LjBm2++maFJzsxIa/2mUmoD8BrwFuASXxUJbAU6aa2tL12fAtKjUwghRJZ28+ZNduzYQWBgoGkLDg5O1TEKFixI2bJl8fHxwcfHhxIlSlCiRAl8fHwoUqQIBQsWxN3d3XI4fGwsnD5tDH0/cMDY9u+HGzeM1d4TEqDVq0PVqlCokKz4LgDp0WmNUqo3MB2YgZFUnA44AB2BO8AsrfWnqTheioauK6WeAP4C2mutrfSrM2ePHp3+/v5mPTgXLVpEly5dbBqDSD/XrkH//vCPlWUYqvjcY97VZtSI3mNeMWwY/PADODjYJEZr4nQcg5YPYuqeqWblXi5erOqzigY+DewUmRBCZD3Xr19n7NixjB07FtcMXhsgs/XoTEwp5QTkj9+9pbWOeexjSqJTCCFEdqK15vTp0wQGBrJ//34OHjzIwYMHuXDhwmMd19XVlYIFC1KwYEEKFCiAl5cXnp6eeHh44OnpafY6j1IUun4d73Pn8D53Do9z53A7exalFBFlyxJVrhxRFSoQWbYs4aVLE1mgAHFaExsbS1xcHHFxcabXib/GxMQQHR1NTEyM1S0tdbGxsTg6OuLs7Jzsljt3bry9vfHy8jLbChYsSL58+XCw4x/eWZUkOi0ppfYCC4FxQDTgq7Xeo5TyBNYAC7XW3zzsGEmO54SxGFFL4BLGYkS9tdaHE7UpCawDXtBab0vJcW2d6AwPD8fb25vo6GhT2eXLl83m7BRZx7JlMGCA8TwsqZebB/HDpjq4xd4zr/jwQ/j000zxoCy5OTvdnd1Z3ns5zUo3s09gQgghkpWZE50ZQRKdQgghcoQ7d+5w6NAhDh8+zMmTJwkKCuLkyZOcOnWKyMhIm8RQEKhqZcsNHAWOJNkSJqvJzJycnChcuDBFihShSJEiFC1alLJly1K+fHnT5unpae8wMx1JdFpSSt0HntZab1BKRQOttdYb4uuexZirqXQqj9kB+AFwBKZrrccopQYBaK0nKaWmAV2Bc/FviXnUv4utE51btmwxG6pepkwZTp8+bbPzi/Rx/z689hr8+qtlnZcXTOmxlp6/tjHGtCf29dfwVpqmKMswWmve++89vtz6pVm5q5MrC7sv5KmKT9kpMiGEENbktESnzNEphBAiR8iTJw+NGzemcWPzKfji4uK4ePEiZ8+e5cKFC1y8eJGLFy+aXl+7do0bN26kSzL0BrAxfkssH1AlfqsKtAaqxZefwuiSdjLJ1+uPHU36iImJ4dKlS1y6dCnZNoULF6ZSpUrUqVOHOnXqULduXSpVqiQroYqk7vJgjqZLGD8SG+L3FQ+GNaWY1noFsCJJ2aRErwcAD118yN62bTPvaNqwYUM7RSLSKiAAnn/emOkkqfr14c9mUygz7hXzCqVg8mR4+WXbBJkKSinGthyLm7MbH2/42FQeERNBp7mdmPLMFF6q/ZIdIxRCCJGTSaJTCCFEjubg4EDJkiUpWbJksm201oSGhnLjxg1u3LjBzZs3uXfvHvfv3zf7mvh1RETEI4eNOzg4mLZQR0f2ODiw39HRVOYB+ERGUjIigpKRkfiGh1M8PJzioaE4xcVx1cuLa15eXM+Thxt583Irb15uFyxItLs7Tk5OFpuzs7NFmaOjoylGa1tUVBTh4eGEhISYbXfu3OH69evcvXv3kdf42rVrXLt2jU2bNpnK3NzcqFWrFg0bNqRly5Y0adIEd/cc86BZWLcLeAJYDSwDRimlYoAoYBSww46x2Y0kOrOu6GhjxPkXX0BcnHmdkxN8PCqOd++8h9O4rywrZ882lmPPpJRSjGo6itxOuRm5dqSpPFbH0n9Zfy7fu8wHTT6wnNtaCCFEpqOUagf8iDECZprWelySehVf3wEIA/6ntd5jcaBMwi5D11NwEfsA78Tv3gcGa633P+yYMnRdCCFEjhIcDCdPwokTll9dXaFsWWMrU+bB67JloUSJdF2xNyIigmvXrnH16lWuXr3KhQsXOHXqFEFBQQQFBXH69Gmiki4pbIWzszMNGjSgZcuWtGrVCn9//2zd41OGrltSStUHSmmt5yml8gAzMW6oHTHm13xOa233Mdu2HLqutaZw4cLcSDSh4969e6lVq5ZNzi/S7vhxoxentT9PKlWC33+LxvfnfvDHH+aVrq6wcCE8lXWGf0/aNYlX/3kVnWSylUF1BzGhwwQcHbLv73IhhMgKHjZ0XSnliDFgrDVwkQf3XEcStekADMO4L/MHftRa+2d44Glk80RnCi9iQ+Co1vq2Uqo9xoqZD72IkugUQgghMOZ3u34dzpwxxkkm3a5dAx8f8+RnQjK0TBnImzddF7yIjY3lwoULHDx4kN27d7Nnzx52797N5cuXH/q+ggUL0qlTJ7p06UKrVq1wdnZOt5gyA0l0poxSygVw0VqH2DuWBLZMdAYFBVGhQoXE5+bOnTs4pePDCpG+YmNh/Hj44AMID7esHzIEvvroHm59u8KaNeaVHh7w99/QrJlNYk1Pi48upvei3kTGmk/z0rlyZ/7s8ie5nXPbKTIhhBCPSHQ2wMi5tY3ffw9Aaz02UZvJwAat9Zz4/eNAM631lXSKrypQF/DBmFP9qlKqPHBNa33v4e+2ZI+7JD8gKOGJvFJqLtAJY90FAJKserkdKGHTCIUQQoisSikoXNjY6te3rI+MhHPnzJOf27c/eK01lCoFJUs++Jr4dbFiqeoR6ujoSOnSpSldujTPPPOMqfzq1asEBgaybt06/vvvPw4dOmT2vhs3bjBt2jSmTZtGwYIF6dWrF3379sXX11eGQmZz6X2zm5UFBASY7fv7+0uSMxM7ehReesn4lZpU0aIwfTq0q30NOnSAPUlG/BUuDCtXQu3atgk2nXWp0oU1fdfQcW5H7kTcMZUvObaEVrNb8VfPvyjkXsh+AQohhEhOceBCov2LGL02H9WmOPBYiU6llAcwHWNhyBiMHOUq4CrwBcbarKlekc8ed0opuYiJ9QdWZmhEQgghRE7h4gIVKxqbNXfvGonQ8+cffD1w4MHr69eNv9gTJz8TJ0RLloQUrLJepEgROnbsSMeOHQEj8ZmQ9FyxYgVXr141tb1x4wY//fQTP/30E7Vq1eKVV16hT58+spp7NpNRN7tZmczPmTVER8M338Do0WBtpo6uXY11hfLfDoKGbS1XJSpfHlavNnrWZ2FNSjVhS78ttPujHRdDLprKt13Yht9UP5Y9t4wnCj9hxwiFECLHclJKJR4CPUVrPSX+tbUeBEmHfqekTVp8BzQEWgFbgYhEdSsw7vtSfe9nj6Hr3YG28atcopTqC/hprYdZadscmAg01lrfslI/EBgIULJkybrnzp3L0NiFEEKIHC8qCi5dMk+EJn3t5ATFi5tvJUqY7xcqBA4OVk8RFxfH9u3bWbRoEXPnzrU6zN3Ly4uBAwcyfPhwfHx8Mvq7TncydN2SUmoKxtxPfXlws+urtd6jlPof8JbWurodQwRsO3S9Zs2aHDhwwLS/YsUK2rdvb5Nzi5TZv9/oxZm0gyZAnjzw44/Qty+ogG3QqRPcvGneyNcX/vnH+J2YTVwMuUj7P9pz6Lp5T313Z3d+7/I7nSt3tk9gQgiRQ2XWoetKqZvACK31H/HTXEbz4N6vObBMa53qng32SHQ+8iLGlz8B/AW011qfeNRxZY5OIYQQIhPQ2ugVevGikRBN2JLu37kDRYpYJkATtqJFoUgRYt3c2LhpE7NmzWL+/PmEJ5n0zsnJid69e/Phhx+azWWY2Umi01JG3eymN1slOkNCQsiTJw+J79WDg4PJmzdvhp9bPFpUFIwZY6yoHhNjWd+pE/zyi/GrjHnz4MUXjalDEmvb1lh4yMPDJjHb0p2IO3Sd35V1Z9ZZ1I1pMYb3Gr8n05AIIYSNPCLR6YSxjk5L4BLGOjq9tdaHE7V5ChjKg8WIxmut/dIhrlCgq9Z6lZV7v47ALK11ntQe1x5D13cCFZRSZTAuYi+gd+IGSqmSwGKgb0qSnEIIIYTIJJQyujHlyQPVH9L5LjISLl+2TIbu2mW8vnYNrlzBMS6OFkWL0qJIEaa0bMmxO3dYd+wYh27e5CpwNSaGtbNmMXf2bHr17cuoUaMoV66cjb5Zkc5yAxYjeOJ5ArE2jMW+Tp5kx5IlZknOqlWrSpIzkwgMhP79IcnUwgAUKAATJkCPHqDQMHYcvP++ZcO+feHXXyGbLbSWII9rHlb1WcXrq1/n550/m9V9sO4DDl0/xK8df5VFioQQws601jFKqaHAasARY370w0qpQfH1kzCGkXcAgoAwoF86nX4n8ALGVEVJdQO2WSl/JJsnOlN4EUcB+YGJ8U/6YqTXgxBCCJGNuLgYq7yXKfPwdvfvw9WrcPUqua5c4YmrV6lx5QoXdu3i8u7d5AoOpghQUGvuzJrFtVmzOF6yJKXr18elVCmj12iRIsaw0IStQIFULagkbCZDbnaznH/+gT592BERYVZc39riYsKm7twxcpaTJhmd15Pq2RN++gkKFsSYuHPwYCOZmdSoUcaEntm8R6OzozMTOkygWsFqDFs5jFj94FnFnENzOHrzKAu6L6B8vvJ2jFIIIYTWegVGMjNx2aRErzUwJANO/SGwVim1FliAMe9nB6XU6xj3fk+m5aA2H7qeUWTouhBCCJHzbNu2jdGjR/PfmjUUAIrEb2Xd3Hi+ZUsalC6Nw/XrcOOGsZDS9esQHAze3kbSs3Bh8yRooULQrx/kypWhccvQdUtKqcbAWmALxs3uROBjoBLxN7ta6532i9CQoUPXv/gCPvwQtOYZYHmiqilTpvDyyy9nzHnFQ2kNf/4Jb75pdDZPqkgRmDgRnn02vuDOHejeHdauNW/o7AxTpxrD2HOY9WfW021BN4LDg83KPXN5Mr3TdLpV7WanyIQQIvt72NB1e1NKNQLGAfUxOkNqYDswUmu9NU3HlESnEEIIIbK6rVu38s4777B1q/n9UO3atfnll1/w9/d/UBgbayQ7ExKf1649eH39upGxyOAen5LotC4jbnbTW4YmOr/9Ft56Cw0UBm4kqtq/fz9PPCErVtva8ePw6quwznKqScDIWX73HeTLF19w7JgxQeeJJLNv5ckDixdD8+YZGW6mdir4FM/MeYajN49a1A3zG8bXrb/GxcnFDpEJIUT2lpkTnQmUUrmBvMAdrXXYYx1LEp1CCCGEyA601vz111+88847BAUFmcqVUgwbNoyxY8fi5uZmxwgfkETnw6XnzW56y9BEp9bQuzdn5s6lbOJz5srF3bAwHB0dM+a8wsK9e0YH2+++MxYeSqp8eeOZSOvWiQpXrIDnnoOQEPPGZcoYdZUrZ2jMWUFIZAgDlg1gwZEFFnX1itVjXrd5lMn7iClNhBBCpEpmT3QqpSoBxQHXpHXxw+pTxSE9ghJCCCGEsDelFF26dOHQoUN8/vnnuLoa90paa8aPH0/NmjXZsmWLnaMUyVFKjVJKFQPQWodrrS8nJDmVUkWVUqPsG6ENKAXTprGjZEmzYt+oKBzXrLFTUDlLXBzMmgWVKsG4cZZJzly54OOP4eDBRElOreHLL+Hppy2TnA0awI4dkuSM5+Xixbxu8/ip/U84O5gvxLTz8k7qTKnD3ENz7RSdEEIIW1JK1VBKHQKOYExftDzJ9ndajiuJTiGEEEJkKy4uLnzwwQccOXKEdu3amcqDgoJ48skn+fDDD4mJibFjhCIZHwMlkqkrFl+f/bm7s6NFC7MifzBWurG2zLdIN9u3G3nJF1+EK1cs61u1MhKco0eDa0Kfk7Aw6NMH3n3XcoWi//3PGPNesGAGR561KKUY6jeUrS9tpXSe0mZ1dyLu8Nyi5+i1sBe3wm7ZJ0AhhBC2Mh2IBp7GmJO9TJKtbPJvTZ4kOoUQQgiRLZUpU4YVK1bw66+/4uXlBRi9O8eMGUOzZs04f/68nSMUSSiMOTmtKQHctmEsdrXj+HGzfX8wego+/bT11XDEYzl3Dvr2NZKcgYGW9cWKGYsR/fsvVKyYqOLMGWjSBObMMX+DgwN8/z1Mn54oIyqSqle8HnsG7qFTpU4WdfMOz6PGLzVYeXKlHSITQghhI1WAd7XWK7XWJ7XW55JuaTmoJDqFEEIIkW0ppXjppZc4dOgQLVu2NJVv3bqVWrVqsXr1ajtGJ5RSLyql1iml1mEkOX9J2E+0bQN+BzbaN1rbiIqKYs+ePWZlpqW0zp2Djh2NXoTisd28CW+8YSQvf//dst7FBT74wFiQ6LnnjJkFTP7+G+rUgST/VuTNC6tWwWuvJXmDsCZv7rz81fMvvmvzHbkcc5nVXbl/hQ5/duCVv1/hftR9O0UohBAiAwUCJR/ZKpUk0SmEEEKIbM/Hx4fVq1fzxRdfmBZ0uX37Nh06dODLL78kuyzOmAWFAbfiNwXcTbSfsJ0BvgIG2ilGmzpw4ACRkZGm/eLu7hRP3CAwEHr0gOhom8eWXYSGGgsNlStndLy0tthQ165w9Ch8/jl4eCSqiImB994zEs537pi/qUoV49/HbIUi8ShKKV5v8Dp7Bu6hdpHaFvVT9kyh+sTqLD+x3A7RCSFExth1eRfDVw4nTsfZOxR7GggMVEr1UUoVU0q5Jd3SclBZdV0IIYQQOcq2bdvo0aMHly5dMpX16NGDGTNmkDt3bpvEIKuuW1JK/QZ8qrU+Y+9YHiZDV10HBg78malTh5r2u3TuzKKwMGPcdGLPPw8zZxrDpEWKREQYo8k//9z6HJwANWrADz9AkmlSDVevQq9esNFK5+LOnY1/j/hpMkTaRMVG8fmmz/li8xfE6liL+mcrP8uP7X7Ex9vHDtEJIUT6WH5iOT0X9iQsOox3G73L2FZjM/R8mXXVdaVUHmAq0CW5Nlprx9QeV+6MhBBCCJGjNGzYkN27d9OkSRNT2fz582nRogU3btywY2Q5m9a6X0KSM/4p/jCl1M9KqY+UUqXsHZ8t3LwJs2fvMCvz8GoA8+dDzZrmjX//HV5/3XIBHGEhPBx++snowTlkiPUkp48P/PYb7N2bTJJz/XqoXdsyyenoCN98A4sXS5IzHeRyzMWnzT9lW/9tVMxf0aL+r2N/UeXnKny77VuiY6VXsxAi6/ll5y90mtuJsGhjGppxW8cxeddkO0dlN78DLYBvgEHAS1a2VJNEpxBCCCFynMKFC7N27VpeffVVU9n27dupX78+J06csGNkOYtS6lul1IkkZZ7AHuAHoCcwCtivlLLMemQzr70GERHmic5Zs/zpO9SbG7+vNjJ1iY0fD++8I8nOZISFGb0zy5aF4cPh8mXLNnnzGnnKEyeMRdIdk/YbiYoyVlRv2dLo0ZlY0aJGAvTNN2U+znTmV9yPva/s5Y36b+CozP9RQqNDeWvNW9SdUpeNZ3PE1L1CiGwgTsfxzpp3eHXFqxbD1c/dTdOaO9lBc2CY1vodrfVUrfXMpFtaDiqJTiGEEELkSLly5eLnn3/mhx9+QMUnKU6fPk2DBg3YunWrnaPLMZpjPM1P7C2gIvCy1roAUAw4C3xk29Bsb9Cg20DivK8DUJfff4fKTQszrX8AcYWLmr/p668l2ZnEzZvG8PQyZYxOr0nzk2Ashv7uu3D6tJGntLo4+vHjxlLsX35peX1btDC6fybqGS7Sl5uzG9+2/ZZdA3fhX9zfov7g9YM0m9mMZ+Y8w5EbR2wfoBBCpNDt8Nt0nNORr7Z9ZVbuoByY2GEiX7T8wk6R2d1ZjPna05UkOoUQQgiRo40YMYLFixeb5ueMiIjAxcXFzlHlGKWB3UnKugJHtNbTAbTWN4BvgUa2Dc32QkMDk5RUB4yVcIKD4eX3C9K4yEm2e7Uxb/b11zByZI5Pdh47BoMGGcPQP/oIrl+3bJM7t5H8PH0axo6FPHmsHEhrmDzZGKqedFV1pYyl2P/9FwoXzohvQyRRq0gttvXfxqSnJpHHNY9F/fITy6nxSw0G/j2QK/eSmXxVCCHsZP/V/fhO9eWfk/+Ylbs5u7G011IG1xtsp8gyhbeBD5RSpdPzoLIYkRBCCCEEEBgYSOfOnZk8eTLPPPNMhp5LFiMyKKVCgGe11v/F7+cDbgA/a62HJ2rXBFittU7T6pvpKSMXI1q2bBnvvfceR48eRWtNvnwvExw8xWrbXs6L+CL6Lcpw9kHhgAEwaZKV8dfZV1wcrFtnDFH/55/k27m5wauvwltvPSI/ee0avPIKLF1qWVe8OMyeDc2bP27YIo2u3b/G22veZvaB2Vbr3ZzdeKP+G7ze4HXy5c5n4+hEVqe15n7Ufa6FXuN66HWCw4MJiQwx2+5F3iMk6sHr6LhoomOjiYmLsbppNE4OTjg7OOPk4GS8dnQmt1Nu3HO54+4cv+VyxyOXB/ly56OAWwHy585Pfrf8ptd5c+fFQUk/tawkTsfxc+DPjFw7koiYCLO6wu6FWd57Ob7FbHMrmIkXI9oJlATyYvTuvJO0jdbaL9XHlUSnEEIIIYQhLCwMN7eMz6VJotOglNoFrNRafxS//wLwG9BRa/1PonZdgR+11iXsE+kDGb3qOkBISAg7d+7Eyys/69fXYvRoY0GdpJyI5iWm8wFjKMkFo7BLF/jjj2TGYmcfly/DjBnw669G78zkeHgYCxC9+SYULPiQA2oNs2YZ3T1v37as79bN6OWZT5JnmcG2C9t4e83bbLuwzWq9Ry4PBvsO5o0Gb1DEo4iNoxOZUWhUKOfvnufc3XOcv3ueC3cvcPX+Va6FXjMlNq/dv0Z4jJVftpmAg3Igr2teCnsUpoRXCXy8fPDx8jFee/uYyjxdPO0dqgAuhVzipWUv8e+pfy3q/Ir7sbD7Qny8fWwWz+MkOuMfQs/DGIVzFuihtb6dpI0PMAsoAsQBU7TWP6bg2L89qo3Wul+qY5ZEpxBCCCGEbUmi06CU+h8wFfgFuAYMB+4BVbTW0YnaTQZKaa3b2SPOxGyR6Ezq7FkYMQKWLbNe70wUfZnNm3xLVY7Ck0/CokVQoIBN48xoMTGwahVMnWr03oyNTb6tj49xzQYMAG/vRxz43DmjF+fq1ZZ1Hh7Gku0vvigLDmUyWmuWHl/KO2vf4cQt64vIuTq50r92f95u+Dal8pSycYTClqJiozhz+wwng08SFBzEmdtnOB9ynnN3jMTmrfBb9g7RJrxdvCmXrxzl85WnQr4KZl8LuRcyzUkuMkZsXCyTd0/m/f/e527kXYv6V+q+wo/tfsTFybZTJD1movMrIFhrPU4p9S6QV2v9TpI2RYGiWus98YtK7gY6a63tMoGyJDqFEEIIIWxMEp0PKKXeA4YAeTBWWx+itT6YqL4gcBD4RGv9i12CTMQeic4E69YZPRP37Uu+TXtWMISfaVf2JI7/LIPKlW0WX0aIiYGNG2H+fCN3e+sRuYp69Yxr1LUrODk94uBxcTBxorEqkbV/U39/o3ds0tXuRaYSHRvNtD3TGL1xNNdDrUzMCjg5ONGzWk+G1BtC/RL1JdmTRcXpOM7fPc/RG0c5cesEQcFBnAw+ycngk5y7c45Y/ZCnHwLPXJ5UyF+BivkrUq1gNaoXqk61gtUom7csjg45Z8qTjLLr8i6GrBhC4KWk822Dl4sXP3f4meefeN4OkT12ovM40ExrfSU+oblBa13pEe9ZCkzQWq9JyzkflyQ6hRBCCCFsTBKdtkz6vRwAABclSURBVKGUagf8CDgC07TW45LUq/j6Dhirfv5Pa73H4kCJ2DPRCUYvxj/+gE8/hVOnkm/nw3n6u/xBn58bUr5/U9sFmA6iomDLFliwwEhu3rjx8PYuLkZic/BgaNQohR0vd+2CYcNg+3bLOldX+OwzeO21FGRLRWZxL/Iev+z6he8CvuNa6LVk29UqUotXfV+ld43euOfKdFPWCYzeuhdDLnLo+iEO3zhsbNcPc+TGEUKjM/b3by7HXBR2L0xhj8IUcCuAt4s3Xi5eeLl44ZnL0/Tay8ULTxdPXBxdTHNvJp6DM+E1YJqvM2Euz+i4aMKiwwiNCiU0OtT09V7kPW6F3zK2sFvcDLtpem2td2B6cXVypUqBKlQrVI3qBasbXwtVp6R3SZkXNAVOBZ/ig3UfMO/wPKv1TUs1ZWbnmXbtVf6Yic47Wus8ifZva63zPqR9aWATUF1rHWKlPhDjfutI/BydD01KyhydkugUQgghRBYgic6Mp5RyBE4ArYGLwE7gucTDqJRSHYBhGIlOf4x5QP0fdlx7JzoTREfD77/D558/fI5KgHrFLtLztWI808mBihVtE19qaA0nTxoLma9eDevXW+9gmVT16vDyy/D886mYOvPaNXj/ffjtN+ur1DdtCtOmQfnyqfoeROYRHh3O9L3T+WrbV5y/ez7Zdl4uXrzwxAu8WOtF6hatK7087UBrzeV7l02JzISk5pEbRwiJtMiPPBYnBydKeJWglHcpSnqXpKR3SYp5FqOwe2EKuReisEdhCrsXxsvFK1N+FqJjo7kVfosr965wIeQCF0MucuHuBS6EXDDtXwy5SFRsVLqd093ZnWqFqlGjUA1qFKrBE4WfoEbhGhRwy17ToqTViVsn+GrrV8zaP4vouGiLeo9cHnzW/DOG+Q2ze49ZpVQUxuiYBFO01lMS1a/FmF8zqQ+AmSlNdCqlPICNwBit9eJk2vwGfKq1PqOUmsGjE50yR6cQQgghRGYnic6Mp5RqAIzWWreN338PQGs9NlGbyRhDsObE75uGZyV33MyS6EwQGwt//QXffAM7djy6fcWK0K6dsXB406aQN9k+GRknKgoOHoTAQGPbsMGYhzQl8uQxem8OGGCMLE9xPiIqCsaPN7rC3rtnWe/paVzEAQPAQXowZQdRsVH8ceAPxm0dl+wcngkq5KtA7xq9ea76c1Qq8NARmSINtNZcC73G4euHzXppHrlxhDsRd9LtPMU8i5nmoyyfrzylvEtRKo+R2CzqUdTuyaaMFqfjuHr/KkHBQcaw/lsnCbod/zU4KN16wxb1KGokPRMlP6sUqGLzeSftQWvNpnObmLBzAouOLEInk6PrWqUrP7T7gRJedl9DEbDN0HWllDOwHFittf7uIcd7Etijtb6flnhSFLMkOoUQQgghbEsSnRlPKdUNaKe1HhC/3xfw11oPTdRmOTBOa70lfv8/4B2tdbI3lZkt0ZlAayPROWWyZu4fMYRHOz/yPUpBpUrGvJa+vlCtGlSpAkWLps+6OzExcP48BAUZ27FjsHMn7N0LkZEpP463N3TuDD16QKtWkCtXKoLQGpYsMebhPJFMsqtTJ5gwAUpkjj9IRfqK03GsObWGibsmsvzEcuJ03EPb1ylahx5Ve/BUxaeoVrBapuzdl5ldD73+oHdmol6aweHB6XJ8bxdvqhWqRuX8lamQv4JZYlOmIkie1pqr969y4tYJjt48aiSdbxzi0PVD3Ay7+djHd1SOVCpQyTwBWqgGJb1LZoufoUshl5h3eB5T90zl2M1jybarVaQWX7X6itblWtswukd7zETn18CtRIsR5dNaj0zSRgEzMRYteu0Rx4sFGmitLSczTSfZJtGplLoBnMvg0xQAHv+3QPYk18Y6uS7Jk2tjnVyX5Mm1sU6ui3WZ/bqU0loXtHcQ2ZlSqjvQNkmi009rPSxRm3+AsUkSnSO11ruTHGsgMDB+tw4QboNvwQmIscF5shq5LsmTa2OdXJfkybWxTq5L8uTaWJfZr0turXWahisopfID84GSwHmgu9Y6WClVDGP+8w5KqcbAZozh8QlPk97XWq+wcrw4oH5GJjqzzezatvhjQSm1S3pfWCfXxjq5LsmTa2OdXJfkybWxTq6LdXJdBMa8nD6J9ksAl9PQhvh5rKYkLc9I8hm2Tq5L8uTaWCfXJXlybayT65I8uTbWZefrorW+BbS0Un4ZY45z4h8YZ5quu9km0SmEEEIIIUQiO4EKSqkywCWgF9A7SZtlwFCl1FyMxYjuPmx+TiGEEEII8dg6KKUqp6Sh1npWag8uiU4hhBBCCJHtaK1jlFJDgdWAIzBda31YKTUovn4SsAKjN0IQEAakemVPIYQQQgiRKqNS2E4DkujMYDYdspTFyLWxTq5L8uTaWCfXJXlybayT62KdXBdB/NxQK5KUTUr0WgNDbB1XCsln2Dq5LsmTa2OdXJfkybWxTq5L8uTaWCfXJXWaAxm2mni2WYxICCGEEEIIIYQQQgiROdliMaI0rbokhBBCCCGEEEIIIYQQmYkkOpOhlOqulDqslIpTSvkmqXtPKRWklDqulGqbqLyuUupgfN14pVSmWXUqIyil5iml9sVvZ5VS++LLSyulwhPVTXrEobIdpdRopdSlRNegQ6I6q5+fnEAp9bVS6phS6oBS6i+lVJ748hz/mQFQSrWL/1wEKaXetXc89qKU8lFKrVdKHY3/PTwivjzZn6ucIv537cH4739XfFk+pdQapdTJ+K957R2nrSmlKiX6XOxTSoUopV6Tz4zICuSeM2XkvtM6uedMntx3Jk/uOR+Q+87kyX2nJbnnzBpk6HoylFJVgDhgMvCW1jrhB7sqMAfwA4oBa4GKWutYpVQgMALYjjEf1Hit9Up7xG9rSqlvMVYq/VQpVRpYrrWubuew7EYpNRq4r7X+Jkl5sp8fmwdpB0qpNsC6+AUivgTQWr8jnxlQSjkCJ4DWwEWM1YKf01ofsWtgdqCUKgoU1VrvUUp5AruBzkAPrPxc5SRKqbOAr9b6ZqKyr4BgrfW4+D9W8mqt37FXjPYW/7N0CWMF7X7k8M+MyPzknjP15L7zAbnnTJ7cd1on95zm5L4zeXLf+XByz5l5SY/OZGitj2qtj1up6gTM1VpHaq3PYKzS6Rf/C9JLax0QP7H9LIxfkNlefC+CHhg3U+LhrH5+7ByTzWit/9Vax8TvbgdK2DOeTMYPCNJan9ZaRwFzMT4vOY7W+orWek/863vAUaC4faPK1DoBM+NfzySH/N/zEC2BU1rrc/YORIiUkHvO1JH7zhTL0fecIPedDyH3nInIfWeqyX3nA3LPmUlJojP1igMXEu1fjC8rHv86aXlO0AS4prU+maisjFJqr1Jqo1Kqib0Cs7Oh8UNlpifq0p/c5ycneglI3Pskp39m5LNhRXyvi9rAjvgiaz9XOYkG/lVK7VZKDYwvK6y1vgLGzTpQyG7RZQ69ME+A5PTPjMi65J7TOrnvtCT3nI8m950PyGcjGXLfaUHuOx9O7jkzqRyd6FRKrVVKHbKyPeyJlrU5kPRDyrO0FF6j5zD/Ab8ClNRa1wbeAP5USnnZMm5beMS1+QUoB9TCuB7fJrzNyqGy/OcksZR8ZpRSHwAxwB/xRTniM/MI2f6zkVpKKQ9gEfCa1jqE5H+ucpJGWus6QHtgiFLqSXsHlJkopXIBHYEF8UXymRGZgtxzpozcd1on95zJk/vONMkRn43UkvtOq+S+Mxlyz5m5Odk7AHvSWrdKw9suAj6J9ksAl+PLS1gpz9IedY2UUk5AF6BuovdEApHxr3crpU4BFYFdGRiqzaX086OUmgosj99N7vOTbaTgM/Mi8DTQMn7IXY75zDxCtv9spIZSyhnjZvMPrfViAK31tUT1iX+ucgyt9eX4r9eVUn9hDD+7ppQqqrW+Ej+k9bpdg7Sv9sCehM+KfGZEZiH3nCkj953WyT1n8uS+M01yxGcjNeS+0zq573wouefMxHJ0j840Wgb0+n97dx5sdVnHcfz9yQWVNFNxLVJGqxEddcQtndzIPRQNuG5hOhlOTum4lWNuo6VSaaPWZONW6QUUUNxAEaHI3cKAiDRFI9FQNDFFFL/98TwHDj/Ouevh3ns4n9fMnXPvb3me5/7uuZcvz+/5fn+SeknaDtgBeDov214saW9JAr4J3NudA+0iA4G/R8TyFCpJfZQK8yKpH+kavdRN4+sW+Y9+yWBgVv684vunq8fXXSQdBlwADIqI98u2N/x7hlQIfgdJ2+U7hE2k90vDyX9DbwbmRMTPy7ZX+71qCJJ6KxXJR1Jv4BDSNZgADM+HDacx/u2pZqWVXo3+nrG655hzVY47CxxzVue4syrHnGUcd1bmuLNVjjl7sIZe0dkSSYOB64E+wAOSZkTEoRExW9IY4G+kFIjvlj298AzgNmB9Ug2YRnj6ZbEuBcBXgcslfQwsA0ZExKIuH1n3ukbSrqQ0kHnAdwBaef80ghuAXsAjKabgyYgYgd8z5CeCnglMAtYCbomI2d08rO6yL3AyMFPSjLztQuD4Sr9XDWQLYHz+3VkbuDMiJkp6Bhgj6TTgVWBIN46x20jagPQE2fL3RcW/xWY9iWPOdnHcuSrHnNU57qzAMecqHHdW5rizCsecPZ/yCn4zMzMzMzMzMzOzuuXUdTMzMzMzMzMzM6t7nug0MzMzMzMzMzOzuueJTjMzMzMzMzMzM6t7nug0MzMzMzMzMzOzuueJTjMzMzMzMzMzM6t7nug0sw6RdL+kmS3sv0HS25J6taGtAySFpJ3y1+tKulTSrjUcco8kaRtJ70nq18l2bpD0lqR1quw/V9IySVtJGpCP/Uxn+jQzMzPrKRo9NpV0jqTHOtnGOpIWSbq+hWNmSXowf36jpJs706eZWa15otPMOqoZ2ElS/+IOSWsB3wDGRcSHHWh7XeASYNdOjbA+XATcFxEvdbKdZmAT4JAq+5uAqRGxICKeBWYAZ3eyTzMzM7OeomFjU0mfBi4ArupMOxHxETAWGJKvWbGf/kB/0rUGGAmcKGn7zvRrZlZLnug0s466F3ifNIFWdCCwBSuCIKtA0kbAcOCWGjT3OPAKFX4eOfjcnZV/HrcCIyStXYO+zczMzLpbI8emxwMfAg/XoK1m0rU6oEo/S4B7ACJiHjAdOKMG/ZqZ1YQnOs2sQyLiPeB+YFiF3U3AG8BjAJIOkvSUpCWS3pD0y3znuZrF+fXWnDYUkrbNbV0laWZO954v6Q5JW5afLKmXpF9JeienaI+UdJakKBy3iaRf5zEtkfS4pL3acx0kHZjH17+w/bOSlko6rYXThwIfAFPKzts2t9ck6VZJ7+bv86S8/3xJr0laKOlqSZ8CiIgARgNHS1qv0E8TULpDXzKBtAL00PZ8v2ZmZmY9UYPHpsNJq1WXt5dT7d+UtJekZyV9IGm6pO0kbS7pnjzmOZIOKmtrKrCAyhPGw4D7I2Jx2baxpFWdnlswsx7Bf4zMrDOagR0k7V7aoFQjcjAwJiKWSdoRmAi8CRxHSvs5Abi7hXZLwdYVwD75Y0HetjnwY+BI4CygHzClkF5zDXAKcBlwItAXOKe8g1yfaTLwNeA84BhgITC5GJy2Yloe29DC9sH5dXwL5x4MPB0Ryyrsuzq3exzwR+B2ST8D9gROBa4Dzi/02wxsSLo25ZqAiRHxdmlDRLwLzAYGtjA+MzMzs3rScLGppN7AXqTsnqINgJuAa0mrMfsCvyNdp+nAscC/gbskbQAQEZ8AY4BjVVb7XdIAYHtWXRX7OGkF6M7Vxmhm1pWcsmhmnfEQ8A5pIu25vO1Q0krBUhB0MSmlelBpQk/SImC0pH0i4okK7T6TX/8ZEU+W74iIU0uf5wDyCWA+sC/wB0mbAqcDF0fEtfm4ScCsQh8nATsB/SPihXzcZGAuKfA8ry0XICI+kXQX6Q73JWW7hgEPR8SiFk7fnZRmVcmUiLgwj+spUl2pQcCX83WcKOloUuA+Ko9lhqQ5pJ/H2HxuqZbSlRX6eJ40cWpmZma2JmjE2HQX0v/ri+0BrA98LyKm5fa2Bm4ELomIn+Zt80k3v/cnXT9I1+r7pNrvD+RtTcC7wIOFPmYDy0gx5fNVxmhm1mW8otPMOiwXcx8PDJWkvHkYKXgsBYF7AuMLqxbHAh8D+7W3T0mH5zSe/+Y25uddX8yvOwPrkVKzS+MM4L5CUwNJAfDLktbWilqV04AB7RzWaOBLknbJY9yMdOd/dCvnbUlaTVDJo6VP8urLhcC0wnV8EdimcN4o4Miy9KsmUr2qCazqzTwGMzMzs7rXoLFpKZarFFMuJWUGlbyYX6dU2LY8poyIp4CXyGUA8rUcSrpuS8o7iIiPSZPLjinNrEfwRKeZdVYzKQ1mn1wb8miguaxG0FakmkjL5cDyLdLd9TaTtAcpSJwPnExKG9o77y7VpSwFWQsLpxe/3iyf+1Hh41vA59szLtKd+1dZURPqOFKge08r561HKhxfyTuFr5dW2Vasx9lMuns/KH89DJgQEf+r0MeHFc43MzMzq2eNFpuW+qkUUy7OqeglS/PrO6UNEVHaVowJR7Gi9vtX8hiqPczJMaWZ9RhOXTezzppCChabSIHjhqwcBC0g1S5aLqf1bAq0lNZdyWBSUDisFKxK+kLhmNfza59C+30Kxy0CnqXyUyKrTT5WFBEhaQxpUvHC/PpQoVB7JYuAjdvTVxvG8oKk54AmSXOBHYBzqxy+Me3/GZiZmZn1ZI0Wm5ba3JhVb4p3RjMprj2C9NT6hZRlHBVsjGNKM+shvKLTzDol3wG/CxhCKuQ+JyL+WnbIU8DgQkH2Y0k3WqZXabbaneX1gY/KnyhJKuhebiawhHT3HliebvP1wnGPkgqqvxoRzxY+ZlYZV0tGAf0kHUWqcTSqDefMBbbrQF+taSbVoxpBCngnVjluW+Afq6F/MzMzs27RgLHp3Pxa05gyImaR6n6eQKoVf1dOU1+JpD6khx45pjSzHsETnWZWC82ktJzBwJ2FfVeQJtTukXSEpNNJT3+cVKXYeymF5mVSfaX9JA2QtC7wCNBX0nWSDpb0I2B44dy3gN8Al0k6W9JhpEnHjYDyIPS3uY+pkk6VdICk4yRdLens0kGSbpM0r7ULEBHPkWoc3QR8ANzf2jnAn0gPJKq10cA6wGnA2LKUpKIBeQxmZmZma5I1NjatMLaXSatUV0dM2UyaBN6S6mnrA0jfR6WnvpuZdTlPdJpZLTwBzANEYSVjRMwGDielCI0jBZfNpDvDLRlBqlU0mfSky60j4kHgAlINzAmklZNHVTj3fOA24NLc1xvAzaQnRZbGtYSUhvMIcBnwMPALUqr302VtbQD8p5WxlowmpUjdFxHvt+H4ccCOkvq2sf02iYj5pMLzq/w8SiTtRkqZGlfLvs3MzMx6gDU5Nq1kXP6eaq2ZdA3/RfWb44eRHpj51mro38ys3bTyKnszszWTpMnAOhGxfzvPewW4OCJuX03jmgHcEREjV0f7LfT7E2CPiBjYlf2amZmZWcdj0ypt7UaafP1cRLze2vG1ktP/XwF+EBG/76p+zcxa4ocRmdkaR9KBwF7An0kp3MOAg0m1mtrTztb5/GqpOrVwJTBS0rWV6h6tDpJ6A9+m9ZULZmZmZtZJtYpNq4mIv0iaBJwJXFSLNttoCKlkU1tq05uZdQlPdJrZmug94Bjgh6Si8S8Ap0TE3e1pJCJeA7au+ehWdjfQD9iGdEe8K/QFLo+IqV3Un5mZmVkjq0ls2opzSA+j7EoCTuuqm/VmZm3h1HUzMzMzMzMzMzOre34YkZmZmZmZmZmZmdU9T3SamZmZmZmZmZlZ3fNEp5mZmZmZmZmZmdU9T3SamZmZmZmZmZlZ3fNEp5mZmZmZmZmZmdU9T3SamZmZmZmZmZlZ3fs/xm51L5gtTpAAAAAASUVORK5CYII=\n", "text/plain": [ "<Figure size 1584x864 with 7 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "pol_N = 5\n", "print( \"\\nMinf\", end=\"\")\n", "pol_minf = polfun(np.polyfit(v,vectorize(minf)(v),pol_N),txt=True)\n", "print( \"\\nHinf\", end=\"\")\n", "pol_hinf = polfun(np.polyfit(v,vectorize(hinf)(v),pol_N),txt=True)\n", "print( \"\\nNinf\", end=\"\")\n", "pol_ninf = polfun(np.polyfit(v,vectorize(ninf)(v),pol_N),txt=True)\n", "print( \"\\nNtau\", end=\"\")\n", "pol_ntau = polfun(np.polyfit(v,vectorize(ntau)(v),pol_N),txt=True)\n", "print( \"\\nHtau\", end=\"\")\n", "pol_htau = polfun(np.polyfit(v,vectorize(htau)(v),pol_N),txt=True)\n", "\n", "# =============== PLOT IT ! ==================\n", "f2 = figure(2,figsize=(22,12))\n", "suptitle(r\"Original functions vs. Polynomial fit of power %d\"%pol_N,fontsize=30)\n", "subplot(321)\n", "plot(v,vectorize(pol_minf)(v),\"k-\",lw=3,label=\"Polynomial fit\")\n", "plot(v,vectorize(minf)(v),\"r-\",lw=1,label=\"Original\")\n", "ylabel(r\"$m_{\\infty}$\",fontsize=15)\n", "xlabel(r\"Voltage, v (mV)\",fontsize=15)\n", "legend(loc=0, fontsize=15)\n", "subplot(322)\n", "plot(v,vectorize(pol_hinf)(v),\"k-\",lw=3)\n", "plot(v,vectorize(hinf)(v),\"r-\",lw=1)\n", "ylabel(r\"$h_{\\infty}$\",fontsize=15)\n", "xlabel(r\"Voltage, v (mV)\",fontsize=15)\n", "subplot(323)\n", "plot(v,vectorize(pol_ninf)(v),\"k-\",lw=3)\n", "plot(v,vectorize(ninf)(v),\"r-\",lw=1)\n", "ylabel(r\"$n_{\\infty}$\",fontsize=15)\n", "xlabel(r\"Voltage, v (mV)\",fontsize=15)\n", "subplot(324)\n", "plot(v,vectorize(pol_htau)(v),\"k-\",lw=3)\n", "plot(v,vectorize(htau)(v),\"r-\",lw=1)\n", "ylabel(r\"$\\tau_{h}$\",fontsize=15)\n", "xlabel(r\"Voltage, v (mV)\",fontsize=15)\n", "subplot(325)\n", "plot(v,vectorize(pol_ntau)(v),\"k-\",lw=3)\n", "plot(v,vectorize(ntau)(v),\"r-\",lw=1)\n", "ylabel(r\"$\\tau_{n}$\",fontsize=15)\n", "xlabel(r\"Voltage, v (mV)\",fontsize=15)\n", "ax1=subplot(326)\n", "lns1 = ax1.plot(v,vectorize(pol_minf)(v),\"r-\",label=r\"POL%d:$m_{\\infty}$\"%pol_N,lw=4)\n", "lns2 = ax1.plot(v,vectorize(pol_ninf)(v),\"b-\",label=r\"POL%d:$n_{\\infty}$\"%pol_N,lw=4)\n", "lns3 = ax1.plot(v,vectorize(pol_hinf)(v),\"g-\",label=r\"POL%d:$h_{\\infty}$\"%pol_N,lw=4)\n", "ax2 = ax1.twinx()\n", "lns4 = ax2.plot(v,vectorize(pol_ntau)(v),\"y-\", label=r\"POL%d:$\\tau_{n}$\"%pol_N,lw=4)\n", "lns5 = ax2.plot(v,vectorize(pol_htau)(v),\"k-\", label=r\"POL%d:$\\tau_{h}$\"%pol_N,lw=4)\n", "lns = lns1+lns2+lns3+lns4+lns5\n", "labs = [l.get_label() for l in lns]\n", "ax1.legend(lns, labs, loc=1, fontsize=15)\n", "ax1.set_ylim(0,1.1)\n", "ax1.set_ylabel(r\"Steady States: $m_{\\infty}$,$h_{\\infty}$,$n_{\\infty}$\", fontsize=15 )\n", "ax2.set_ylabel(r\"Time Constants: $\\tau_{h}$, $\\tau_{n}$ (ms)\", fontsize=15 )\n", "ax1.set_xlabel(\"Voltage (mV)\", fontsize=15 )\n", "#f2.savefig(\"WB-P.svg\")\n", "show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Solving with _SciPy_" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x1080 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from scipy import integrate\n", "#DB>\n", "#print help(integrate)\n", "#<DB\n", "I=2.\n", "El=-65.0\n", "Ek=-90.0\n", "ENa=55.0\n", "gl=0.1\n", "gk=9.\n", "gNa=35\n", "# 0 1 2 3 4 5\n", "#Y=[v0,n0,h0,v1,n1,h1]\n", "def rhs(Y,t):\n", " return[\n", " I*float(t>50.)+gl*(El-Y[0])+gk*Y[1]**4*(Ek-Y[0])+gNa*minf(Y[0])**3*Y[2]*(ENa-Y[0]),\n", " (ninf(Y[0])-Y[1])/ntau(Y[0]),\n", " (hinf(Y[0])-Y[2])/htau(Y[0])\n", " ]\n", "\n", "def pwl_rhs(Y,t):\n", " return[\n", " I*float(t>50.)+gl*(El-Y[0])+gk*Y[1]**4*(Ek-Y[0])+gNa*pwl_minf(Y[0])**3*Y[2]*(ENa-Y[0]),\n", " (pwl_ninf(Y[0])-Y[1])/pwl_ntau(Y[0]),\n", " (pwl_hinf(Y[0])-Y[2])/pwl_htau(Y[0])\n", " ]\n", "\n", "def pol_rhs(Y,t):\n", " return[\n", " I*float(t>50.)+gl*(El-Y[0])+gk*Y[1]**4*(Ek-Y[0])+gNa*pol_minf(Y[0])**3*Y[2]*(ENa-Y[0]),\n", " (pol_ninf(Y[0])-Y[1])/pol_ntau(Y[0]),\n", " (pol_hinf(Y[0])-Y[2])/pol_htau(Y[0])\n", " ]\n", "at=np.arange(0, 150.0, 0.01)\n", "asol = integrate.odeint(rhs, [30.32243, 0.5407895, 0.1174041], at)\n", "pwl_asol = integrate.odeint(pwl_rhs, [30.32243, 0.5407895, 0.1174041], at)\n", "pol_asol = integrate.odeint(pol_rhs, [30.32243, 0.5407895, 0.1174041], at)\n", "\n", "f3=figure(3,figsize=(20,15))\n", "v = linspace(-100.,50.,180)\n", "subplot2grid((5,5),(0,0))\n", "plot(v,vectorize(minf)(v), \"k-\")\n", "plot(v,vectorize(pol_minf)(v),\"-\")\n", "plot(v,vectorize(pwl_minf)(v),\"-\")\n", "subplot2grid((5,5),(0,1))\n", "plot(v,vectorize(hinf)(v), \"k-\")\n", "plot(v,vectorize(pol_hinf)(v),\"-\")\n", "plot(v,vectorize(pwl_hinf)(v),\"-\")\n", "subplot2grid((5,5),(0,2))\n", "plot(v,vectorize(ninf)(v), \"k-\")\n", "plot(v,vectorize(pol_ninf)(v),\"-\")\n", "plot(v,vectorize(pwl_ninf)(v),\"-\")\n", "subplot2grid((5,5),(0,3))\n", "plot(v,vectorize(htau)(v), \"k-\")\n", "plot(v,vectorize(pol_htau)(v),\"-\")\n", "plot(v,vectorize(pwl_htau)(v),\"-\")\n", "subplot2grid((5,5),(0,4))\n", "plot(v,vectorize(ntau)(v), \"k-\")\n", "plot(v,vectorize(pol_ntau)(v),\"-\")\n", "plot(v,vectorize(pwl_ntau)(v),\"-\")\n", "\n", "subplot2grid((5,5),(1,0),colspan=5,rowspan=4)\n", "plot(at, asol[:,0], \"k-\",label=\"Original model\")\n", "plot(at, pol_asol[:,0], \"-\",label=\"Polynomial power %d model\"%pol_N)\n", "plot(at, pwl_asol[:,0], \"-\",label=\"piecewise-Linear model\")\n", "\n", "legend(loc=0)\n", "xlim(0,150)\n", "\n", "savefig(\"2.1-o-vs-l-vs-p.svg\")\n", "show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Part II Dimensionality Reduction\n", "\n", "---\n", "\n", "## Standard $h$-to-$n$ linearization\n", "\n", "Let $\\kappa$ is a slope and $h_0$ is an offset of $h$ vs. $n$ - linean regression. The system became 2D\n", "\\begin{equation}\n", "\\frac{dv}{dt}=I + g_l(E_l-v)+g_k n^4 (E_k-v)+g_{Na} m_{\\infty}^3(v) (\\kappa n+h_0) (E_{Na}-v)\n", "\\end{equation}\n", "\n", "\\begin{equation}\n", "\\frac{dn}{dt}=\\phi*(\\alpha_n(v) (1-n) - \\beta_n(v) n) = \\frac{\\phi}{\\tau_n}n_{\\infty}-n\n", "\\end{equation}\n", "\n", "Let's find voltage nullcline by solving \n", "$$\n", "I + g_l(E_l-v)+g_k n^4 (E_k-v)+g_{Na} m_{\\infty}^3(v) (\\kappa n+h_0) (E_{Na}-v) = 0\n", "$$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### h-n slope and offset" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-1.3046604849549275 0.8481147186576385\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "hn_slp,hn_ofs = linreg(asol[:,1],asol[:,2])\n", "print( hn_slp,hn_ofs )\n", "plot(asol[:,1],asol[:,2],\"k-\")\n", "plot(asol[:,1], hn_ofs+asol[:,1]*hn_slp,\"r-\")\n", "savefig(\"2.2-h-n-linearization.svg\")\n", "show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Nullcline approximation - mix model" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "I=0#2#7.\n", "El=-65.0\n", "Ek=-90.0\n", "ENa=55.0\n", "gl=0.1\n", "gk=9.\n", "gNa=35\n", "hn_slp, hn_ofs = -0.886966463871, 0.639251647788\n", "\n", "def vfun(n,vm,I):\n", " return I+gl*(El-vm)+gk*n**4*(Ek-vm)+gNa*minf(vm)**3*(hn_ofs+hn_slp*n)*(ENa-vm)\n", " #return I+gl*(El-vm)+gk*n**4*(Ek-vm)+gNa*minf(vm)**3*(1.-n)*(ENa-vm)\n", "\n", "for I in 7,2,0.5,0.2,0:\n", " v0c=[]\n", " for vm in linspace(-89,40,200):\n", " n=sp.optimize.fsolve(vfun,0.5,args=(vm,I),xtol=0.01)[0]\n", " v0c.append((vm,n))\n", " v0c=array(v0c)\n", " plot(v0c[:,0],v0c[:,1],\"-\",label=\"v-nullcline,I={}\".format(I))\n", "\n", "vm=linspace(-89,40,150)\n", "plot(vm,ninf(vm),\"k-\",label=\"n-nullcline\")\n", "legend(loc=0)\n", "#ylim(0,1)\n", "show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### piecewise-Linear and Polynomial approximations" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "v0c=[]\n", "I=0.13\n", "for vm in linspace(-89,40,2000):\n", " try:\n", " n=sp.optimize.fsolve(vfun,0.5,args=(vm,I),xtol=0.01)[0]\n", " v0c.append((vm,n))\n", " except:pass\n", "v0c=array(v0c)\n", "\n", "plot(v0c[:,0],v0c[:,1],\"k-\",label=\"2D-recuded nullcline\",lw=2)\n", "vc=v0c[:,0]\n", "heav = vectorize(lambda x,x0:float(x>x0))\n", "L2 = vectorize( lambda x,s0,x0,y0,s1: (y0+s0*(x0-x)) if x<x0 else (y0+s1*(x-x0)) )\n", "L3 = vectorize( lambda x,s0,x0,y0,x1,y1,s2: (y0+s0*(x0-x)) if x<x0 else (\n", " y0+(y1-y0)*(x-x0)/(x1-x0) if x<x1 else y1+s2*(x-x1)\n", " ) )\n", "\n", "plot(vc,sqrt(sqrt((6e-4*(vc+60.6)**2*(55-vc))/(gk*(vc-Ek) ))),\"g-\",label=\"Only polynomial approximation\")\n", "plot(vc,sqrt(sqrt((6e-4*(vc+60.6)**2*(55-vc))/(gk*(vc-Ek)*L2(vc,1.0,-60.6,1.,0.0)))),\"r--\",label=\"piecewise-Linear and Polynomial approx.\",lw=3)\n", "#plot(vc,sqrt(sqrt((0.5e-6*(vc+60.6)**2*(55-vc)) )),\"b-\",label=\"Only polynomial approximation\")\n", "#plot(vc,sqrt(sqrt((0.5e-6*(vc+60.6)**2*(55-vc))*L3(vc,2.,-80,0.7,-60.6,2.5,-1.6e-2))),\"r--\",label=\"Piecewise and Polynomial approx.\",lw=3)\n", "legend(loc=0)\n", "ylim(0,1)\n", "savefig(\"2.2-pl-reduction.svg\")\n", "show()" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 2016x1152 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def mixV0(vc,I):\n", " v0 = (I-0.13+6e-4*(vc+60.6)**2*(55-vc)/L2(vc,1.,-60.6,1.,0.0))/(gk*(vc-Ek))\n", " if v0 < 0: return nan,nan\n", " return vc,sqrt( sqrt(v0) ) \n", " \n", "\n", "mixV0 = vectorize(mixV0)\n", "figure(1,figsize=(28,16))\n", "Iapp = [0., 0.13, 0.2,0.5,2,7]\n", "for i,I in enumerate(Iapp):\n", " subplot(231+i)\n", " v0c=[]\n", " for vm in linspace(-89,40,501):\n", " n=sp.optimize.fsolve(vfun,0.5,args=(vm,I),xtol=0.01)[0]\n", " v0c.append((vm,n))\n", " v0c=array(v0c)\n", " plot(v0c[:,0],v0c[:,1],\"k-\")\n", " #print mixV0(v0c[:,0],I)\n", " v0m = array(mixV0(v0c[:,0],I)).T\n", " plot(v0m[:,0],v0m[:,1],\"r-\")\n", " ylim(0.,1.)\n", "show()\n" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x360 with 3 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "figure(1,figsize=(20,5))\n", "ax = subplot(131)\n", "v0c=[]\n", "I=0.13\n", "for vm in linspace(-89,40,2000):\n", " try:\n", " n=sp.optimize.fsolve(vfun,0.5,args=(vm,I),xtol=0.01)[0]\n", " v0c.append((vm,n))\n", " except:pass\n", "v0c=array(v0c)\n", "\n", "plot(v0c[:,0],v0c[:,1],\"k-\",label=\"2D-recuded nullcline\",lw=2)\n", "plot(vc,sqrt(sqrt((6e-4*(vc+60.6)**2*(55-vc))/(gk*(vc-Ek) ))),\"g-\",label=\"Only polynomial approximation\")\n", "plot(vc,sqrt(sqrt((6e-4*(vc+60.6)**2*(55-vc))/(gk*(vc-Ek)*L2(vc,1.0,-60.6,1.,0.0)))),\"r--\",label=\"Piecewise and Polynomial approx.\",lw=3)\n", "#plot(vc,sqrt(sqrt((0.5e-6*(vc+60.6)**2*(55-vc)) )),\"b-\",label=\"Only polynomial approximation\")\n", "#plot(vc,sqrt(sqrt((0.5e-6*(vc+60.6)**2*(55-vc))*L3(vc,2.,-80,0.7,-60.6,2.5,-1.6e-2))),\"r--\",label=\"Piecewise and Polynomial approx.\",lw=3)\n", "legend(loc=0)\n", "#ylim(0,1)\n", "\n", "subplot(132,sharex=ax, sharey=ax)\n", "#title(\"Classical model\",fontsize=32)\n", "for I in 0.,0.13,0.2,0.5,2.,7.:\n", " v0c=[]\n", " for vm in linspace(-89,40,200):\n", " n=sp.optimize.fsolve(vfun,0.5,args=(vm,I),xtol=0.01)[0]\n", " v0c.append((vm,n))\n", " v0c=array(v0c)\n", " plot(v0c[:,0],v0c[:,1],\"-\",label=\"v-nullcline, I={}\".format(I),lw=3)\n", "\n", "vm=linspace(-89,40,150)\n", "plot(vm,ninf(vm),\"k-\",label=\"n-nullcline\",lw=3)\n", "legend(loc=0,fontsize=22)\n", "ylim(0,1)\n", "\n", "subplot(133,sharex=ax, sharey=ax)\n", "#title(\"Mixed 2D model\",fontsize=32)\n", "for I in 0.,0.13,0.2,0.5,2.,7.:\n", " vm = linspace(-89,40,2000)\n", " v0m = array(mixV0(vm,I)).T\n", " plot(v0m[:,0],v0m[:,1],\"-\",label=\"v-nullcline,I={}\".format(I),lw=3)\n", "\n", "vm=linspace(-89,40,150)\n", "plot(vm,pwl_ninf(vm),\"k-\",label=\"n-nullcline\",lw=3)\n", "legend(loc=0,fontsize=22)\n", "ylim(0,1)\n", "savefig(\"2.2-2DPL-nullclines-reduction.svg\")\n", "show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### voltage time constant $\\tau_v$\n", "\n", "Consider equation for voltage\n", "$$\n", "\\dot{v}=\\frac{1}{c}\\left[\n", "I_{app}-\\bar{g}_{Na}m^3_\\infty(v) h (v-E_{Na})-\\bar{g}_K n^4 (v-E_K) - g_L (v-E_L)\n", "\\right]\n", "$$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Open parentheses and group terms to separate $v$\n", "$$\n", "\\dot{v} = \\frac{\\bar{g}_{Na}m^3_\\infty(v) h +\\bar{g}_K n^4 + g_L}{c} \\left[\n", "\\frac{I_{app}+\\bar{g}_{Na}m^3_\\infty(v) h E_{Na}+\\bar{g}_K n^4 E_K + g_L E_L}\n", "{\\bar{g}_{Na}m^3_\\infty(v) h +\\bar{g}_K n^4 + g_L} -v\n", "\\right]\n", "$$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Therefore we can define:\n", "$$\n", "\\tau_v = \\frac{c}{\\bar{g}_{Na}m^3_\\infty(v) h +\\bar{g}_K n^4 + g_L}\n", "$$\n", "\n", "and \n", "$$\n", "v_\\infty=\\frac{I_{app}+\\bar{g}_{Na}m^3_\\infty(v) h E_{Na}+\\bar{g}_K n^4 E_K + g_L E_L}\n", "{\\bar{g}_{Na}m^3_\\infty(v) h +\\bar{g}_K n^4 + g_L}\n", "$$" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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Ou0suiWw/+qhUnb4HGEf06xTero83bQIAgDBvBagkFhNOu2OPlQYMCG1v2SI9/7wrZQy67iVX7gsAQDbzWIDKohYon0+aODHyOs3deAAAoP28FaAavmdDfpIUG6BefVVavTptt55/0ylpuxcAAF7jqQCV6GLCrhs4UDruuNB2MCg99FDabl1SEAhvL17v0mB6AACylKcCVPgpvGwaGB09mHzKFFeaz07+y9tpvycAANnMUwGqsQWqPmv68CRNmCCVlYW2lyyR3n8/bbce2K0kbfcCAMBLPBWgGmfZDgYTO2/04G4pqCZOxcXSt74VeT1tWtpu/b+fjE3bvQAA8JJA24dkD39DHEy0BerMEb1TUE0CLrtM8vtD3XmHHZa22wb8kfz8/Jw1OnO4y78HAACyhKcCVGMXXjDBAHXK/j1TUU78DjssrcGpOVc/NpsABQBAnDzahZdYgOpYlJeKcrLC94/Z2+0SAADIOp4KUOFB5Nn0FJ7Lrj11qNslAACQdTwVoMItUNn0FN6etm6V7rpLuu++tNyucfZ2SfrdSwvTck8AALKdJwNUfYJP4WWMDz+UevWSrrxSuuWWxB8nTNK/3/4qrfcDACBbeSpAJTIPVEZOtjlypFTSMDfT119Lb76ZltveeMZ+abkPAABe4akAlcgg8uq6DGymKiiQLrww8jpNCwxPOmpAWu4DAIBXeCtAJTCIvKq2PtXltE/00i5PPSVt357yW0aPg/rN8/NTfj8AALKdpwKUL4GJNCszNUCNHCkNHx7arqqS/vvftN7+gfeXp/V+AABkI08FqES68DK2BUpqusBwGtx05v5puQ8AAF7grQCVwCDyqtoMHAPV6IILpEDDJPEffigtTP30At85sn/K7wEAgFd4KkD5EmiBytguPEkqL5fOOCPy+oEHUn7L6HFQ/5rxZcrvBwBANvNUgEpkEHl1JgcoKbYb76GHpLq6tN369pcXpe1eAABkI08FqMYWqPo4pniqqsvwAHXaaVKPHqHt2lppyZKU35J18QAAiI+nAlRig8gzeAyUFBoDdfvt0pNPSmvWSMOGpfyWrIsHAEB8Am4X4KREBpGv2VaZ6nKSN2lSWm8XPQ7qxblr9I2Deqf1/gAAZAtPtUCF54GKowXqgy83p7ia7PbDR2e7XQIAABnLUwGqsQUqni68d5ZsSnU5WenowV3dLgEAgIznrQDli78Lr6Y+w8dARautlZ5/Xjr7bOmzz1J6qwcuOSyl1wcAwAs8FaCMMTImvhaorHLVVdL48dKzz0r335/SW+X5I38kvt68O6X3AgAgW3kqQEmhbrx4WqCyyjnnRLanTpWqq9Ny22P+8FZa7gMAQLbxXIDy+YyyqXcuLscfL+21V2h7yxbphRfcrQcAgBznuQDlN0ZBr7VA+XzSxImR1yleYPjzm05J6fUBAMh23gtQPhPXNAZZJ3pOqFdeCU2umSKlBZHpwWo915wHAEDyPBegfCa+eaCyzt57S8ccE9oOBqWHH07LbYdc/3Ja7gMAQDbxXIDy+zzYhdcoeoHhKVMkr/6cAABkOE8GKE+2QEmhp/FKS0PbX3whffhhym41/ZpjUnZtAACynecClM+Lg8gblZRI550XeZ3CweSDu5em7NoAAGQ7zwUoT7dASZFuvLw8qa4uLbf85ZNz03IfAACyhecClM94cB6oaEcfLd1zT+gpvBTPSt7ovzNXpuU+AABkC88FqEQHkQ/r1SGF1aSAMdL3vid165byW119/OCU3wMAgGzkyQCVSBfeiH4dU1hNdvvxifu4XQIAABkp5wPUQX07pa6YdEnRoHmfz4S3F63bkZJ7AACQjTwXoAI+k9Ds2Qf1zdIWKGulWbOkq66SDj00NLlmCp3613dSen0AALJJoO1DskvAn1gL1KDyLH1cv6ZGOvFEaevW0OsZM6TjjnO3JgAAcoQHW6B8qk0gQBXm+VNYTQoVFEgXXBB5naI5oebceHJKrgsAQDbzXIDK8xvVp7g7K2NEL+3y5JPSDufHKXUsynP8mgAAZDvPBSi/z6i23sMTaUY7+GDpwAND25WV0uOPp/R2o347PaXXBwAgW3guQOX5farz9EyaUYyJbYVK8cSam3ZVp/T6AABkC88FKM8v5bKniy6SAg3PAnzwgbRokeO3+NO5wx2/JgAA2cxzASrg8+VOF54klZdL3/hG5PUDDzh+i7NH9nH8mgAAZDPPBag8v1FdrgwibxTdjffQQ44vMhw9oeasFVsdvTYAANnIcwHK7zOqy6UuPEk67TSpe/fQ9tq10muvpexW37zr/ZRdGwCAbOG5ABUaRN56gAp6LWDl5UkXXxzaPvzw0GsAAJAyngtQ8Qwi92QL1Y9/LM2fL334oXTSSY5ffu5vmFATAIBGnlvKJc/f9lp4nnxKr2/flF6+QyGtWgAANPJcC1TA52uzhSnnBpk77PQ7WVgYAJDbPBeg/D7T5kSanmyB2pO1odnJU2DBWueXjAEAIJt4LkCFpjFoPSB5ep6o9eulO+6Qhg2TJk929NKTTxvq6PUAAMhWngtQfl/bT+F5ugVq7lzp2mulL76Qpk6Vamocu/RlY/Z27FoAAGQzzwWoeCbS9PQYqOOPl/r1C21v2iS9+KJjl46eUHP1ttR0DwIAkA08F6D8PqOgbX2uJ0+3QPn90sSJkddTpqTkNkff/kZKrgsAQDbwXIDK84d+pNbGQXlyHqhokyZFtl9+WVq3zrVSAADwIs8FqEBDN1Nr3XSeboGSpEGDpLFjQ9v19dLDDzt26Q8mH+/YtQAAyFaeC1D+hgDV2pN2bQ0y94ToBYanTAlNa+CAXh2LHLkOAADZzHMBqrELr7VWJs+3QEnSOedIJSWh7YULpY8/dvwWf39jiePXBAAgG3guQDW2QLU2maann8JrVFoqnXde5HUKBpP/8bXFjl8TAIBskFSAMsZ0MsY8aYxZZIxZaIw50qnC2ivP39CFl+stUFJsN95//uPYzOR7l5c4ch0AALJVsi1Qd0p6xVo7VNJwSQuTLyk5AV9DF15rY6ByJUCNHi0NHhyaF+qqq6TqakcuO+2qMY5cBwCAbBVo74nGmA6SxkqaJEnW2hpJzk173U6BcAtUK114uTCIXJKMkaZPl/r2Dc0P5ZCi/Mi1rLUyxrRyNAAA3pNMC9TekjZKmmKMmW2MudcY43rfTmMLVGshKSfGQDXq39/R8LSngZNfStm1AQDIVMkEqICkgyX901o7UtJuSdfueZAx5nJjzExjzMyNGzcmcbv4+JkHCgAApFgyAWqVpFXW2o8aXj+pUKCKYa2921o7ylo7qry8PInbxadxEHnrLVA5HKBWrJAcaIH747nDHSgGAIDs1O4AZa1dJ2mlMWbfhl0nSFrgSFVJiCzl0nJIsA5NKplVnnlGOvFEacAA6e23k77c2SP7JF8TAABZKtmn8K6SNNUYM1fSCEm3JV1RkhoDVHVda1146aomg0yfLr3+emhGcgfmhGrsKpWkFZsrkr4eAADZJKkAZa39rKF77iBr7VnW2q1OFdZe+YHQj9TaUi71udgCFT0n1JNPSjt3OnbpsX9407FrAQCQDTw3E3l+QwtUTSstUK3NUu5ZhxwiHXBAaLuiQnr8cXfrAQAgi3kvQIVboFoOSbur69JVTuYwpukCw0l65xfHJX0NAACykecCVONTeK21QG3a5fp8n+646CIp0DB36nvvSYuTW8uuX5diB4oCACD7eC5ANbZA1bTSArVplzNLmmSd7t2lceMirx94wLFL3/vOV45dCwCATOe9ABXHGKjNudoCJcV24z30kFRf78hlfzvN9WUQAQBIG+8FqDjGQG3enaMtUJJ0+umhlihJWr1a+t//krpcl5J8B4oCACC7eC5A5cXRArVxZw4HqLy80FioRkkOJmcgOQAgF3kuQMXTApWzg8gbXXKJVFIiTZokXXVVUpcqKQiEt3NyhncAQE4KtH1Idgn42n4Kb1cuTmMQ7YADpA0bpGJnn6IbftNrmvubUxy9JgAAmchzLVDGGOUHfKppZSZyyPHwJEk7qnI8mAIAcobnApQUehKvtRYoOGvyaUPdLgEAgLTyZoAK+FodA4U97NwpffRRu0+/dPRAB4sBACDzeTJA5fkNLVDx2LpVmjhR6tlT+sY3pJr2Da4P+CN/jHL6CUcAQM7wZICiBSpOHTpIb7wRWlx40yZp2rSkL3nordMdKAwAgMzmyQCV5/epmgDVNr9f+s53Iq8dWGAYAIBc4MkAle/3qZYuvPhMmhTZfuklad26dl3m5R+NcaYeAACygDcDFF148RsyRBo9OrRdXy898ki7LjO0Z5mDRQEAkNm8GaD8PtUQoOIXvcDwlClSO2YUN8aEt5/7bLUTVQEAkLE8GaDy/D7V1jGRZtzOPTcyseaCBdInnyR1uR/957PkawIAIIN5MkDlBxhEnpCyslCIasRgcgAAWuXJAJXHIPLEffe7ke3HHpMqKxO+xJxfn+xgQQAAZC5PBqiCAGOgEjZmjDRoUGh7+3bp2WcTvkTH4rzwtm3HOCoAALKFJwNUnt/wFF6ijAm1Qp14ojR1qnTWWUldbvw/3nOmLgAAMlDA7QJSIT/AYsLtMnmydN11jlxq7qrtjlwHAIBM5MkWKOaBaqeoqQja6+Ij+jtQCAAAmc2bAcrvV3UtAcoNv/rGMLdLAAAg5TwZoArzfKqqq3e7jOxWXy+9+qr0+ecJnVYQ8Ie3t1fWOl0VAAAZwZMBqiDgV229VX2QJ8Ha5fnnpQEDpFNPlf70p3ZfZvhNrzlXEwAAGcSTAaowL/RjVdMK1T49e0qrVoW2n3hC2rXL3XoAAMgwHg1QoW6kKsZBtc+hh0r77Rfa3r07FKIS8Oj3Dk9BUQAAZA5PBqiCQOjHqqqlBapdjGm6wHACjti7q8MFAQCQWTwZoBpboKqZC6r9LrpI8jcMCH/nHWnp0rhP9fki0yHMWLzR6coAAHCdRwMULVBJ69lTOv30yOsHHmjXZSbe/7Ez9QAAkEE8GaAaH6UnQCUpuhvvwQdDUxsAAACPBqhwCxRdeEkZN07q1i20vWqV9PrrcZ/60XUnpKgoAADc58kAFRkDRYtJUvLzpYsvjry+//64T+3RoTC8bS3zcQEAvMWTASryFB4tUEmL7sZ78UWpoiLhS1zxyKcOFgQAgPsCbheQCrRAOejAA6Xzz5dGjgy1RhUXJ3yJV+evT0FhAAC4x9MBikHkDnnssXadNnafcr3NNAYAAA/yZBdeYaBxKRe68Nz0zwsPdrsEAABSwpMBqoAWqIxQUhBp4NxVXediJQAAOMuTAaqQQeSpM3++9KtfSbW1CZ12wI2vpqggAADSz5NjoAJ+nwI+QwuU084+W3r22dD2oYdK48e7Wg4AAG7xZAuUFJrKgDFQDhs2LLId5wLDd54/IjW1AADgIs8GqMI8Py1QTps0KbI9bZq0YUObp4w7sFfq6gEAwCUeD1DNt0B1LclPczUesc8+0tFHh7br6qRHHmnzlIA/8kfs06+3pqoyAADSyrMBqiDgU1ULE2lGLzOCBEXPTD5lipTAMi0T/vl+CgoCACD9vBug8vyqbqEFqnuHgjRX4yHnnReZjfzzz6VPWaYFAJB7PBugivJ8LY6B6lFGC1S7lZVJ55wTeR3HYPLXf3pMCgsCACD9PBugivMDqqhpfvLGHrRAJSe6G+/RR6WqqlYP37tbSYoLAgAgvTwboIry/aqoab4FqjtjoJIzdqw0cGBoe9s26bnnWj3cGBPe/vVzn6ewMAAA0sOzAaqklQBVVujJ+UPTx+eLbYWaMSPuUx/64OsUFAQAQHp5NkkU5QdaDFABn2dzY/pMnCht3BgKUiNHtnl4vy5FWrmlMg2FAQCQep5NEqEWqObHQPk9+1On0V57SX/7W1zhSZJe/OGYFBcEAED6eDZKFOf7VVlbL9vMPEW+qDE5SI+OxXnh7ZaCLQAA2cKzAaooPyBr1exs5H4fAcpN+/36VbdLAAAgKZ4dA1VS4Jck7a6pU1G+P+Y9HwHKWRs3SlOnSrt3S9df73Y1AACknHdboPJCoamymYHkfrrwnLN4sdS7t/STn0i33y7t2tXioZNPG5rGwgAASB3PBqiSglDj2u5mxtvQheegIUOkwYND27t2SU8+2eKhk44ekJ6aAABIMc8GqMZuu+amMmAQuYOMabrAcAsKApGu1PlrtqeyKgAAUsqzAaq4tS48WqCcdfHFkr8hHL39tvTll22eMu5v76a4KAAAUsezASrchVfdXBdeuqvxuF69pFNPjbx+4AHXSgEAIB08GyUau/Aqa5u2QDETeQpEd+M9+KBU3/ws8K/8mAk1AQDZz7NJoiQ/1ALV3BioPJqgnHfGGVLXrqHtlSulN95o9rB9e5SlsSgAAFLDs0misQWquS68PD9joByXny9deGHkdQuDyU3UAP7/N/XTVFcFAEBKeDZAFee3PIicFqgUie7Ge+YZadu2Vg9/ad661NYDAECKeDZJ5Pl9yvf7VNHMGKi8gGd/bHeNGBH6kqROnaRFi5o97MzhvdNVEQAAKeHZpVykUDdeRXNdeExjkDq33RYaQH7qqVKg+T9et084UM/PWZPmwgAAcI6nA1RJvl+76cJLr9NOa/OQ4vzIH7vtFbXqWJyXyooAAHCcp5NEWWGedlU10wJFF17GGH7za26XAABAwjydJEoLA9pZXdtkf4AuPAAAkARPB6iywoB2NtcCRRde6lVXS088IZ1+ujRtWpO3X/vJWBeKAgDAGUmPgTLG+CXNlLTaWvuN5EtyTmlBQCs2VzTZz1p4aXDrrdItt4S2CwulceNi3h7SvdSFogAAcIYTTTE/krTQges4rqwwTzuaaYFCGkRPqvnCC9LGjTFvR0+oefMLC9JVFQAAjkgqQBlj+koaJ+leZ8pxVofCgHY1MwYKabDvvtKRR4a26+qkqVNbPPT+95alqSgAAJyRbAvUXyX9QlKwpQOMMZcbY2YaY2Zu3KMVItVKCwKqqg2qtr7F8pBK0TOTT5kiWRvz9vgRTKgJAMhO7Q5QxphvSNpgrW11QTNr7d3W2lHW2lHl5eXtvV27lBWGhng1N5AcafCtb0lFRaHtuXOl2bNj3r5jwkEuFAUAQPKSaYE6WtKZxpjlkv4j6XhjzCOOVOWQ0sLQBI3NzQWFNOjQQZowIfJ6jwWGC/P84e012yrTVRUAAElrd4Cy1k621va11g6QdL6kN6y1FzlWmQMaW6B2VLU8Doq/uFMsuhvv0UdD0xs046jb30hTQQAAJM/TEyKVFYQC1K5m1sNr9PrC9ekqJzcde6w0YEBoe8sW6fnn3awGAABHOBKgrLVvZdocUFJoGgOp9TFQry0gQKWUzydNnBh5vUc33geTj09zQQAAJM/bLVDhQeQtd+G9s2RTusrJXY0BqrBQ6tpVCkaeiuzVsSi8bfd4Sg8AgEzl6QBVWth2Fx7SYOBA6ZlnpLVrpYcfDrVKNXfY5JfSXBgAAO2T9FIumYxpDDLIWWe5XQEAAI7xdAtUQcCvfL+PAJXhHrn0cLdLAAAgIZ4OUJLUoSig7ZUs55Jx6uvDm0cP7upiIQAAJM7zAapjUZ52EKAyg7XSBx9Il18emtpg925JsQsL/+b5+S4VBwBA/DwfoDoV52trRY3bZaDRJZdI99wjrVolPfVUk7cfeH95+msCACBBng9QnYvztK2CFqiMYEzTBYYbXDp6oAsFAQDQPp4PUB2L8hkDlUkuvjgyjcFbb0lffSVJuva0oe7VBABAgjwfoDoV52kbXXiZo3dv6dRTI68ffFCSlOeP/FF8df66dFcFAEBCvB+givK0u6ZeNXXBmP3H7lvuUkWI6cZ78MGYmckl6fsPf5rmggAASIz3A1RJviRpW2VsK9TJ+/V0oxxI0hlnSF26hLa//lp6801J0pDupS4WBQBA/LwfoIpCCwpv32MgeZeSPDfKgSQVFEgXXhh53TCY/Nkrj3apIAAAEuP9AFUcCkrb9hhIXpjnd6McNIruxnvqKWn7dpUURFYWWrphlwtFAQAQH+8HqKJQF97W3bFdeNF/WcMFI0dKw4eHtquqpP/+N+btE/88w4WiAACIj/cDVAstUCX5BCjXNbZCjR0r9e3rbi0AACQgZwLUnmOgSmmBct/EidKSJdKMGdLpp0uSZt1wkstFAQDQNs8HqNKCgAI+02Q5l5ICxkC5rlMnafDgmF1dGp6alKT1O6rSXBAAAPHxfIAyxqhzSb627DEGqrSQFqhMd/htr7tdAgAAzcqJFNGttECbdlXH7CsI0AKVcYJBaft2t6sAAKBNnm+BkqRupfnatIvlXDLWhg3SzTeHuvO+9z3N+fXJblcEAECrcqYFatmm3S2+X1sfjFmLDWm2ZYt0442h7VWr1LEi0gq1amuF+nYudqkwAACalxOpoWtJvjbtqpa1ttn3X/6cxWtdNXSodMQRoe3aWmnq1PBbo+9406WiAABoWU4EqG5lBaqqDaqipr7Z9+9956s0V4Qmomcmb1jaBQCATJUbAaq0QJKaDCRvNHcVA5dd961vSUVFoe05c7Tg7O7u1gMAQCtyIkB1LQ3NLcRA8gzWsaP0zW+GXxZPfTi8PXvFVjcqAgCgRTkRoMrbaIFChojuxps6Vfl1odnjz77rfZcKAgCgeTkRoBpboDbTApXZjjtO6t8/tL1li85f/5mr5QAA0JLcCFAltEBlBZ8vtD5egxs3fexiMQAAtCwnAlR+wKeORXnavEeAGjOkm0sVoUWTJoU3/a+9qu47N0uSps1d61JBAAA0lRMBSgp14+05iPzcUf1cqgYtGjhQOvZYadAg6aabVBPIkyRd+egsd+sCACBKTsxELkk9ygq1fkdVzL7OxXkuVYNWPfGE1LWrZIyO/c9sPfvZGrcrAgAgRs60QPXqWKi122MDVKeifJeqQau6dZOMkST9/pzhLhcDAEBTOROgenQMtUAFg5HlXDrRApXx8gORP6Lf+vcHLlYCAEBEzgSoXh0LVRe02rQ7MpC8IwEqKwzYslqFtVX6aNkWt0sBAEBSDgWonh0KJUnrt0cCVFlBzgwBy07PPiuNGaO37vm+TvuCyTQBAJkjZwJUr46hddbWbq8M7zMN42yQoRYtkt59V5J07rzpkqSq2uYXhAYAIJ1yJkD16BiaTHPdHk/iNfr0a7qHMs53vhOaXFPSUSvmqu+2dRp6wysuFwUAQA4FqG4lBQr4jNZtbz5AXXDPR2muCG3q3Vs65ZTwy3M+f93FYgAAiMiZAOXzGfXoUNhigKquC6a5IsQlaoHhc+a9LmP5nAAA7suZACWFnsRbEzUGClngzDOlLl0kSX13bNARK+bpqU9XuVwUACDX5VSA6tO5SKu3EaCySkGBdMEF4Zfnzpuunz4xx8WCAADIsQDVr3Ox1myrUl19pBvooL4dXawIcYnqxjvti/dVVr3bxWIAAMi1ANWlSPVBG7Oky/fHDnKxIsRl5EjpoIMkSUV11Rq38B2XCwIA5LrcClCdiyVJK7dUhPeVlxW4VQ7iZUxMK9S586ZrwLXTXCwIAJDrcitAdWkIUFsjAapbKQsKZ4ULL5TKyzV1xKm65YTL3K4GAJDjcipA9epYKL/PaAUtUNmnvFxas0anvfucPuu9r9vVAAByXE4FqIDfp96dCrVyS+RJvFLWw8segYC6lERaDP8940sXiwEA5LKcClBSaBxUdBde9Hp4j360wo2S0E6/e3mR2yUAAHJUbgaoLc3PBXXdM/PSXA3a418XHawOVbt0zFeful0KACBH5Vz/Vf9uxdq0q1o7q2pVVpjndjlIVHW1TvntT3Tck0/LWKvtK76njnv1drsqAECOybkWqEHlpZKkrzYyGWNWKiiQWb5cBfW1yg/W6S/fvcntigAAOSjnAtTg7qEAtXTDrvC+bx/Wz61y0B57zAkFAEC65VyA2qtLsQI+oy83RgLUyfv3dLEiJOz882ULCyVJ+2/4Snb2bJcLAgDkmpwLUHl+n/p3LY5pgerTqcjFipCwjh1lvvnN8MsHLrvRxWIAALko5wKUFOrGi26B6tWx0MVq0C5R3XjjF8yQampcLAYAkGtyMkANKi/V15srVFsflKSYp/G2V9S6VRYScfzxCvbbS5LUpXKH9MILLhcEAMglORug6oJWX2+uaPLe8Jtfc6EiJMznk2/SxPDL1395h4vFAAByTU4GqOaexEMWmjQpvHnsV59Ka9e6VwsAIKfkbIAyRlq8fqfbpSAZe++tmtFjJEl+G5QefdTlggAAuSInA1RJQUADupZowZod4X03nbm/ixWhvfK/f7leH3Sorjhrss7PO8TtcgAAOSLnlnJptF+vDpq3env49YF9O7pYDdrtoot06eedQ9trmF0eAJAeOdkCJUn79e6gFVsqtKMq9NTdwK4lLleE9vrouhPcLgEAkGNyN0D16iBJWrQ2NA6qc0l++L1Nu6pdqQnt06NDZB6vsb9/08VKAAC5IncDVO9QgFqwZnuT90b9lvXVslGgvk77fPSmNGOG26UAADwuZ8dAdS8rULfSfM1bvaPtg5Hx5o32q+r8i1S+e5u07T3p9dfdLgkA4GE52wJljNGIfp302cqt4X17dSl2sSIko2z4/uq6u6E18Y03pOXLXa0HAOBtORugJGnkXp315cbd4eVbbjv7QJcrQrv166d3B4yIvH7wQddKAQB4X24HqH6dJEmfrdomSRraq8y9YpC0Q2/+aXjbPvCAFAy6VwwAwNNyOkAd1K+TjJFmfR3qxutWWhB+772lm9wqC+1UdO4EbS8ITUdhli9nMDkAIGVyOkCVFgS0b48yzV65rcl7F977UfoLQnIKC/XcfsdGXk+Z4lopAABva3eAMsb0M8a8aYxZaIyZb4z5kZOFpcvIvTpr9oqtqg9at0uBA86/64bwtn3ySWkHT1kCAJyXTAtUnaSfWmuHSTpC0pXGmP2cKSt9jti7i3ZW1Wl+w3xQf79gpMsVIRn5hx+mRd36S5JMZaX0+OMuVwQA8KJ2Byhr7Vpr7ayG7Z2SFkrq41Rh6XLkoK6SpPe/3CxJOnivzm6Wg2QZo8oLL468phsPAJACjoyBMsYMkDRSUtYNHOpeVqjB3Uv1QUOA6tUxsizIfe8uc6ssJGHkdVep1ueXJNV99LG0dq3LFQEAvCbpAGWMKZX0lKQfW2ubDDgxxlxujJlpjJm5cePGZG+XEkcN6qpPlm9RbX1Qxpjw/lteXOBiVWi37t1136jxuumEy3To/3tQ6tXL7YoAAB6TVIAyxuQpFJ6mWmufbu4Ya+3d1tpR1tpR5eXlydwuZY7cu6sqauo1p5mn8ZCdzn/zMU0ZNV5bizsqyAMCAACHJfMUnpF0n6SF1to/O1dS+h05qKt8RpqxONRC9sQVR7pcEZLVqTg/vL33dS+5WAkAwIuSaYE6WtLFko43xnzW8HW6Q3WlVafifI3q30XTF26QJA3v2yn83ifLt7hUFZJ1SH8eCAAApEYyT+G9a6011tqDrLUjGr6y9p/6JwzrroVrd2j1tkrlByK/lnP/9YGLVSEZj3//SMla7b9uqeafM0naQhgGADgjp2cij3bCsB6SpDcWrne5EjjF7zP607Q/a9qDP9b+Tz0oPfqo2yUBADyCANVgUHmJBnQtDnfjPXvl0S5XBCeceMmZ4W3LnFAAAIcQoBoYY3TisB764MvN2lFVqwN6dwi/d+XUWS5WhmR0/O5EVfvzJElm1ixp7lyXKwIAeAEBKsq4g3qppj6oVz5fp4A/8quZNo+JGLNW586af9hxkde0QgEAHECAijKiXyf171qs5z5bLUm6/ZsHulwRnDDyxmvC21vuniLV1LhYDQDACwhQUYwxGj+8t97/crPW76jSuIMiM1gvXNtkknVkCXPiiVpT1k2S1KViuzRtmssVAQCyHQFqD+NH9pG10gtz1qisMC+8/7Q733GxKiTF71f3Ky8Lv1z713+6WAwAwAsIUHsYVF6qA/t01FOzVstaq7NG9Ha7JDggcOl3w9vl77wurVvnYjUAgGxHgGrGtw7tp4Vrd2jWiq268Yz9w/uf+nSVi1UhKYMHq/ao0NQUARvUjnvud7kgAEA2I0A14+yRfVRWENBDH3ytziWRNdV++sQcF6tCsvK+d2l4e/p/p7tYCQAg2xGgmlFSENCEQ/rqpXlrtXFntf547nC3S4ITzj1X675/tU689C5d842fqqYu6HZFAIAsRYBqwcVH9ldtvdV/Pl6hM4dHxkENuJYnuLJWaal6/utOLe22lyRpn1+97HJBAIBsRYBqwaDyUo0Z0k0Pffi1gta6XQ4cdOf5I8LbwSCfLQAgcQSoVvzgmEHauLNaT3y6Sm//PDKb9Ytz17hYFZI1fkSf8Pbe173kYiUAgGxFgGrFkYO66uC9Oulfb32pXp0Kw/t/+OhsF6uCE/54dLmu+PBJ3frq31VPKxQAIEEEqFYYY3TV8UO0elul/vvJSj162eHh97ZX1LpYGZKyebPOmTBa1854QN/+7FWN+eEDblcEAMgyBKg2HLtvuUb176w7X1+i4X07hfcPv/k194pCcrp2lY49VpLkk9WEea9rV3WduzUBALIKAaoNxhhNPn2oNu6s1n3vLtMdEyILDG+rYFHarHXJJeHNcz5/XQf+mifyAADxI0DF4ZD+XXTq/j31z7e+1Ogh5eH9I27+n4tVISlnnSV17ChJ6r9tnQ5bOV+ffr3V3ZoAAFnDUwFq9mzJmNDX889L27Y5d+3rxw2TldUtLyzQPy44OLz/lc/XOncTpE9RkXTBBeGX586brgn/fN/FggAA2cRTAaqhQUGSNH681KVLKExdc4302GPS8uXtv3a/LsW66vghemX+OhXlR35tVzwyq/0XhbuiuvFO/+JdlVRX6PsPz3SxIABAtvBUgNp7b8laqbJSmjFD+vnPpQEDpLvuCjU2DBwYClT9+4e+jxiR2PUvG7O39ulRqslPz9NTPzgqvJ/ZybPUqFHS/qHFootrq3X6F+/q1fnrXS4KAJANPBWgGhUWSmPHSnfcIS1bFurKu+uuyPsrVoS+z5kT6fIzRurTp9nLheUHfPrzeSO0eVeNHnx/ecx7rKuWhYyJaYU6d15ogWECMQCgLZ4MUHsqLJR+8INQ65S1UkVF88etWRMbqEaNanrMAX066kcnDNHzc9bo9m9GnshjXbUsddFFkt8vSTps1QIN2LJakrSbaQ0AAK3IiQC1p6KiSJiyVrr++uaP+/TT2EB1cMPY8R8cO0iHDeyim15YoOtPHxY+npaLLNSjhzRuXGi7b1/13b5BkrT/ja+6WBQAINPlZIDa029/Gxuobr21+eMan/LLC/j0xBVHatVDR+ixj1fEHPPukk1pqBiOuv566dVXpeXL9Zv/+1F495l/f9fFogAAmcxYm751wEaNGmVnzsy+p5wuu0y69962jyscsFE9vvWxlv3udBljUl8YUiK6JXH57eNcrAQA4CZjzKfW2mYG9NACFZd77oltofrJT5o/rmp5ub6+Y5x8PiNjQnM1Ivt8edvp4W26ZQEAzSFAtcOf/xwbqPY/Ylezxz33XOwYqokT01wo2sXvM/rnBSPDry+69yMXqwEAZCIClAPmvV+iXz3zufr/cpr6/3KaSg5c2exxDz0UG6haasmCSyoqpKlTpRNP1GnvPx/e/e7STaoPpq+rGwCQ+RgD5ZBg0OqG5z7X1I9WNHlvr/fH6Z132r7Gdde1PIAdaXDXXdKVV4a2R41S/Ucfa9B1L4XfZjwUAOQWxkClgc9ndMv4A3TxEf2bvLfiqGkxXX5nn938NW67LbaF6sYbU1w0Yp1/vpSfH9qeOVP+BfP13JVHh99mPBQAoBEBykE+n9HN4/fXz07ep8l70X/5Pv107Biqo45qcrgk6eabYwPVzTenqnJICi2eGD3yf8oUDe/XKeaQp2etSmtJAIDMRIBymDFGPzx+iP5wzkHK88dOZTDg2mmqqq1vcs5778UGqiOPbP7aN94YG6juvDMVP0GOi1raRY88ItXWxnTdXfP4HMZDAQAIUKly7qh++s/lR6pHh4KY/UNveEX/fOvLVs99//3YQDV0aPPH/fjHsYHq9tsdKj6XnXRSZFHEDRukl0JjoBb/9rTwIdHjogAAuYkAlUKH9O+sF68aoyP27hKz/45XFiU0nmbhwthANXBg88dNnhwbqO6/P5nqc5TfL33nO5HXDb/E/IBPr/1kbHg346EAILcRoFKsvKxAU793hK49rWkz0oBrp+mrjc3PIdWar76KDVQ9ezZ/3KWXxgaqu+5K+Fa5adKkyPa0adL69ZKkfXqUaew+5eG3CFEAkLsIUGng9xldccwgvfyjMRrWq0PMe8f/aUbSfxGvXRsbqMrKmj/uyitjA9UTTyR1W+/aZx/p6Ian7+rrQ2OhGjz03cNiDj31r2+nszIAQIYgQKXRsF4d9MIPj9avxg1r8t6Aa6fp8oecmSNrx47YQNWxY/PHnXdebKCaOtWR23tD9GDyKVNCv8gG0YPKF63bqT//b3E6KwMAZAACVJoF/D59b8ze+nDyCTpzeO+Y915bsF4Drp2m95ZucvSe27bFBqqWXHRRbKB6+WVHy8gu550nFReHvkaNkiorY95e9rvIenl/e32JXpy7Jt0VAgBcxEzkLpu3artuemG+Zn69tcl7D333sJgxN6liTNvHSKHhQKef3vZxnvH229LIkS32idYHbcwTefdNHKUThvVIV3UAgBRrbSZyAlSGeH/pJv3mhflavL7poPKrjx+sa07eN221xBuo3nhDOu641NaS6apq6zX0hlfCr++++BCdvH8Lo/oBAFmFAJVFZq/Yqt+8sEBzVm5r9n031mOLN1C9/37Lk4B6WUVNnfb79avh19edPlSXjx3kYkUAACcQoLLQsk279Y83l+rJT5tfOuSP5w7XOYf0TXNVIfEGqg8+kI44IrW1pFVVlVRY2OxbNXVB7fOryKCxkXt10jP/7+hmjwUAZAcCVBarqq3X85+t0S+emtviMTN+fqz6dy1JY1Wx4g1Us2dLI0aktJTUePvt0ISaTz8tzZ8v9evX7GHBoNXee8xS7kaLIQDAGQQoj1i5pUJ/fO0LPfdZy098PfWDI3VI/y4tvp8O8QaqmTOlQw5JbS2OOOkkafr00PZvfytdf32Lh1prNXAyIQoAvIAA5THWWi1Yu0Pj/vZum8dmwl/e8QaqBQukYU2nyHLfo49KF14Y2h48WFq8uM0fas/JUZfcepry/MwaAgDZhADlcSu3VOjb93yoVVsrWz3uhKHddd+kQ9NUVcuyLlBVVkq9eknbt4dev/22NGZMm6d994FP9MaiDeHX15y0j64+YUiqqgQAOIwAlUOqauv14ty1+tkTc+I6PhNaRuINVF991fJCyil3xRXSv/8d2r7kkrhXal62abeO++NbMfsyoVUQANA2AlQO21ZRo+uf+VzT5q2N6/geHQr04eQTZOJNNSkQ762XLZMGDEhpKREffRR5pLCkRFq3TiotjevU5gaXP//Do3VQ304OFwkAcBIBCmFVtfV64P3luv3lRQmd5+Ys2/EGqlWrpD59UlSEtdL++0sLF4ZeT5kiTZqU0CXO+sd7+myP+b1ojQKAzEWAQqu27q7RGX9/t80xVM3Zr1cHvXjVaPl86WuxijdQrV0r9XRyUvA//EH6xS9C22PHSjNmJHyJLbtrdPAt/4vZd+nogbrhG/s5USEAwEEEKCSsrj6ohz/8Wje9sCCp67zy4zEa2rODQ1U1L95AtWGDVJ7M0oLr1kl9+0r19aHXS5dKg9o34/g5/3y/yfqHb/3sWA3o5t58XgCAWAQoOCYYtJr59Vad9+8PHLnepKMG6Nff2M/RFqx4A9WmTVLXrgle/IwzpBdfDG3/6lfSLbckeIGIPRcjbjT/plNUUhBo93UBAM4gQCEtquvq9dxna/SLJ1ueNb29fnrSPvrh8YPbNbg93lO2bZM6dmzjoKefls45RzrhBOnqq0OBKklbd9do5B7depI07zcnq6wwL+nrAwDahwCFjFBXH9RLn6/T1Y/NTvm97jx/hM4c3rvZwBVvoNq+XeqwZ+9jTU2oK2+vvZIvcg9vLtqgSx74pMn+F68arQP6tJXsAABOI0Aha1hrtbWiVpOmfKy5q7an5Z5f3xHfk3BxtVA5YNrctbry0VlN9peXFeiT609MfQEAAEkEKHhUMGi1taJGk5+ep9cWrHfkmtZKK34f/9QC1xw8Wd1K16k6L19VgXydfMgAjT5oL+WXlUhFRaGvwsLQ9733lvLi75JbumGXTvxz80/6Tb/mGA3uHt88VACA9iFAAQ1q64PaurtGd7zyhZ6atarN4xMNVACA9Fi5MvRgdCoRoAAH1NUHtXprlQaUF7tdCgDkvNWrpd69U3uP1gIUz0oDcQr4ferfrVjhf3NUV0u33hpabLiyUqqqimxHfzXunz1btrhYlbX1euuLjbrvnpf01P99L657784r1P7XPBmz7/AV8/TfxybHdf7XnXrqmO/fG7Nv3MJ39I/n74jr/E97D9WEi/8Ys2/ipy/opun/bvvk/Hzp3HOlRx6J3X/vvdJ//9u0q3PPr8JCaeRI6eijY89fvlzaubPp+YWFks/d9R0BeB8BCmivggLp5psTOsVIKs4P6PQDe+n0v14i3TwhrgBWEgxq+SV7dCUuGChbuFj1uyv1+uzlKqyrUWFdjQrqqlVQV6vCumoV1ob2bSssa1JLYV1N3HVX5eU3c351fCfX1Oi5Wav0o2unxey+/o1puuyT6XFd4r5R43XLCdti9v3lhT/q7AVvNXt8bV6+VFQkf3GxTFGhzHXXSd/bI6zedpu0ZEl8Ae7QQ5uuE7RhgxQIRI5xcf1IAOlHgALc4vNJnTqFvtpjv/1k7r9fAUmnRO1esblCY//wZpunv7bPEZr1w3d0cHlhs+EtuLtCdRWVqt65W/W2VEM6l2rJhl3h81d36K63B4xUQV2NCuprwmGtsK46HOYaQ1pVoLkAlkCAS/D8vNoaqbZG2hF6kvOm/3ysKUt7xRzzxCNTdejq+Gba/+GZv9CLw8bG7Hvr35dpwLbIIt1VgfyorwJVB/JUFShQVSBfN550hRZ1Hxhz/s9nPKig8akqkB8+trrh/KKOperctaO6de+o7uWd1OHwgzWwd1f16lSofL9P4ahGaANcQ4ACPGavrsXhRYqttbr/veW65cWmQWFnQYm+OWO7pOjpIvw6qG8fPXnFUcoP+JQvKV/SWElNp/ocJ6mNLkBrpepqfctafauoKPa9SwZLy6+OaX2r310R/tq0aZtWrtmqtWu3aHbvoU0uvbasm77otlckrNWGgltBfW2TY6sCBU32xd2CFuf50YGx6bFN93//o6cUsMG47j/6ivu0qmNkMe9OlTs0628XhgNXKIQ1bOflq7ohuDXuu2bcNarzR/5336Viu86e/2azYa8qLz+8XR3IV2VegTaVdI6rzmxQWhBQeVmByksL1K0sX91KQ9tdSwvUrTRfXUsj7xXl+ds1eS9yAwEK8DBjjC4dPVCXjo60fny1cZeO/1PLCyHPXbVd+/zq5Wbfm3LJoTpu3+6JFBDq3mrOvvuGvqL4G74kqV/DlyRNaPYCLTwdGQyGxqdFtab9rls3/W7Plr6xJjQpaltj1yorde9142UPPlj1Qau6oFV1bVBFz5SrZk2dTHVVqMWrFdWB2OkrAvV1cYcnqWkLXGFtjXyyKqqrVlEcQfDqM34e87r3jo264Y17Wzg61sbiTjr0qtjxa0cv/0x/nPaXcNiqbqHlrSovXys69dJ9h54Vc37/rWt0wLovo86POifQEADz8lXtz1eNP+BoS9uu6jrtqq7Tsk27HbsmWrZvjzIdu2+5jh7cTYcN7KLCPH/bJ2UJnsIDoF3VdTrgxleTvs5vzthP3zlygKNrG2aFYLBpEIt+PWqUVBK1UHRtrfTXv8b38EFlpfTWW1JZ1Di2pUulIUPiq62wMHSNaO++K40ZE9/5/fsr+NUy1QaDslYKWivz1FMquuD8uE5f3H+YvnP5/2ndjqrwvotmTdNv//fPuM7/3+DDddmEG2L2XTT7JU2Y93pDAMuPCXDRIaw6kKc5vfbRewNGxJw/aPNKdazcFZq/zZ8fnset8fzo1jpklm8ftpeuO31o2pa5YhoDAAmz1mr55gqdfuc7qqytd/z6/774EJ00rEfuhS2n1Ne3Htoav+rqpPPOiz136VLp73+PL8D17Su9807s+Y88Il18cXx1HnNMKABG+9OfpJ/9LL7zzzsv9LRmtF/8QvrDH+I7/6qrpL/9LXbfxInSQw+1fI7fH3k44Ne/Dl0j2g03SAsWNP/AwZ77Ro+WBsaOf9Py5aFWtehzEphkNx7WWgVtaNHyoLWyVqq3DdtBqS4Y1NaKGi3bVKGlG3ZpyfqdWrpxl77auFu7quscrSUVenQo0JNXHKV+XVI7rQzTGABImDFGA7uVaOEtpzb7fk1dUA9/+HWz46vi8f2HP213bd8bPVDfPLivhvYsy90A5veHWrWiW7biNXhwqAWsvSZMkMaOja/1rGfP5u8/YUJ85+85dk5q2qLWmvacX18v7doV+qptOqZOb78d+orHI480DVCnnCItXhy7rzG07RnG7rkn9BRotB/9KPS9ladHTWGh/EVF8h9xhFQcFTKslXbvloqK1LW0QIO7l+mk/XooGbuq6/TJsi165fN1em3BOm2taOZ35rD1O6pdf4aCAAWgXfIDvibjq/ZkrdWSDbt043Pz9cFXmx27973vLtO97y5z7Hot2b93Bx0+sKsO7t9JQ3t20F5dipUfYI4pFRUlt6D2+PGhr3gEmxkr9vOfSxdc0PYUIJWV0rHHNj1/yBDpiCNaPq8+qsU1FQGuqqrpvujQFuWFT5bp49VFWr55t5Zt2q1VWyv1xT/+2ezDEs055vK79XXnyGyTHap2ae6doe7XGl+gyROgVXmNDxCE9v+/syarOmoMXpeK7bp41rSYhw2iu1GHRo1/q8grjLl3sk7ar4cmHTVA+/YsU7fSpg92pBsBCkDKGGO0T48yPXb5EXGfEwxard5WqcdnrtT/vbE0hdW1bf6aHZq/Zofuf8/VMtCmwoavPZ4WNJJmBKUZ0/Y4/ijpmKNavJo/WB9+qrNiSaEq95jD7LAhE9St9wkqqNtj6o7ahnnY6mvD59/7/ErN/zj2/KfritSjrDxmyg9/Cw8V/OvjtZrfM9LKaGww7vAkNX0AoaAucm5+sE75NXUqq2k5ENb5Ygd999y5WT9579G47r2lqIMOvjr22KOXf6a7n/udAiXF8hUXyRQVyRQXyVdcLLNn69ugQdKNN8Z1LzcwBgqAZ1lrVVtvta2yRovW7tQbizbo+TlrtGV3/HNQASlnrfKCdQ0T4TZMiFsbCmZfdu2rqrzIk6y+YL3On/taw7xroUlzC2LmXouEucK6al024QbtLAgFsIHdSnR8cZUm//Sb8ldXybT1938g0LQL88MPpSOPjO/n6ts3tGBdtGeflc4+O77zDzlEcjkzpGwMlDHmVEl3KvTk8b3W2tuTuR4AOMkYo/yAUfeyQnUvK9TYfcr1mzP3d7usVllrw9Ml1Aet6hsGAFtrVVMXVHVdUDur6rStokbbKmu1raJWO6pqtbOqVjurQo/o766uU0VNvXZW1amypl6VtfWqqKlXdW29qurqVVuf+n84+31GPiP5jJG/YZxa47bPhD6b0Gsp4PMp4DcK+Izy/L7QHGQN3wvz/CrMC30vyQ+oON+v0oKASgoCKi0IqLQw9L1jUZ5KCkLv5wd8CvhMwz1C9/UZIxPeVvh1ds7zdGbcR85rbuf/qwiNhaqtbX38WU0z/9Do1Uv61a/iG7/Wo5mxVc11X7akue7PDNLuFihjjF/SYkknSVol6RNJ37bWtjiilBYoAAByWF1daA3LeAJY167SGWe4Wm6qWqAOk7TUWvtVw03+I2m8pPY9kgMAALwtEJA6e2Nm+2QeJ+kjKbpzc1XDPgAAAE9LJkA113HcpD/QGHO5MWamMWbmxo0bk7gdAABAZkgmQK1SZKkqSeorac2eB1lr77bWjrLWjiovL0/idgAAAJkhmQD1iaQhxpiBxph8SedLet6ZsgAAADJXuweRW2vrjDE/lPSqQtMY3G+tne9YZQAAABkqqXmgrLUvSXrJoVoAAACyAos6AQAAJIgABQAAkCACFAAAQIIIUAAAAAkiQAEAACSIAAUAAJAgAhQAAECCCFAAAAAJIkABAAAkiAAFAACQIAIUAABAgoy1Nn03M2ajpK/TdsPM103SJreLQLP4bDITn0vm4rPJTHwuyelvrS1v7o20BijEMsbMtNaOcrsONMVnk5n4XDIXn01m4nNJHbrwAAAAEkSAAgAASBAByl13u10AWsRnk5n4XDIXn01m4nNJEcZAAQAAJIgWKAAAgAQRoFxijLnKGPOFMWa+Meb3UfsnG2OWNrx3ips15ipjzM+MMdYY0y1qH5+Li4wxfzDGLDLGzDXGPGOM6RT1Hp+Ni4wxpzb87pcaY651u55cZYzpZ4x50xizsOHvlR817O9ijPmfMWZJw/fObtfqFXThucAYc5yk6yWNs9ZWG2O6W2s3GGP2k/SYpMMk9ZY0XdI+1tp6F8vNKcaYfpLulTRU0iHW2k18Lu4zxpws6Q1rbZ0x5g5Jstb+ks/GXcYYv6TFkk6StErSJ5K+ba1d4GphOcgY00tSL2vtLGNMmaRPJZ0laZKkLdba2xsCbmdr7S/dq9Q7aIFyxw8k3W6trZYka+2Ghv3jJf3HWlttrV0maalCfzEgff4i6ReSov9lwefiMmvta9bauoaXH0rq27DNZ+OuwyQttdZ+Za2tkfQfhT4TpJm1dq21dlbD9k5JCyX1UejzeLDhsAcVClVwAAHKHftIGmOM+cgYM8MYc2jD/j6SVkYdt6phH9LAGHOmpNXW2jl7vMXnklm+K+nlhm0+G3fx+89AxpgBkkZK+khSD2vtWikUsiR1d7E0Twm4XYBXGWOmS+rZzFvXK/R77yzpCEmHSnrcGLO3JNPM8fSxOqiNz+U6SSc3d1oz+/hcHNbaZ2Otfa7hmOsl1Uma2nhaM8fz2aQPv/8MY4wplfSUpB9ba3cY09xHBCcQoFLEWntiS+8ZY34g6WkbGoD2sTEmqNB6Rask9Ys6tK+kNSktNMe09LkYYw6UNFDSnIb/4fSVNMsYc5j4XNKitf9mJMkYM1HSNySdYCODN/ls3MXvP4MYY/IUCk9TrbVPN+xeb4zpZa1d2zBOakPLV0Ai6MJzx7OSjpckY8w+kvIVWuzxeUnnG2MKjDEDJQ2R9LFbReYSa+08a213a+0Aa+0Ahf5iONhau058Lq4zxpwq6ZeSzrTWVkS9xWfjrk8kDTHGDDTG5Es6X6HPBGlmQv/yu0/SQmvtn6Peel7SxIbtiZKeS3dtXkULlDvul3S/MeZzSTWSJjb8i3q+MeZxSQsU6qa4kqeJ3Get5XNx398lFUj6X0ML4YfW2iv4bNzV8FTkDyW9Kskv6X5r7XyXy8pVR0u6WNI8Y8xnDfuuk3S7QsNELpW0QtK57pTnPUxjAAAAkCC68AAAABJEgAIAAEgQAQoAACBBBCgAAIAEEaAAAAASRIACAABIEAEKAAAgQQQoAACABP1/gGwu5A/EecAAAAAASUVORK5CYII=\n", "text/plain": [ "<Figure size 720x576 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Using simulation above let's find tau and linearly approximate it.\n", "vtau = 1./(gNa*minf(asol[:,0])**3*asol[:,2]+gl+gk*asol[:,1]**4)\n", "vinf = (2.+gNa*minf(asol[:,0])**3*asol[:,2]*ENa+gl*El+gk*asol[:,1]**4*Ek)*vtau\n", "xvtau = vectorize(lambda v:0.4+(-38-v)*0.032*float(v<-38))\n", "\n", "figure(figsize=(10,8))\n", "\n", "plot(asol[:,0],vtau)\n", "plot([-38,30],[0.4,0.1],\"r--\",lw=3)\n", "plot([-60,-38],[7.8,0.4],\"r--\",lw=3)\n", "plot(asol[:,0],xvtau(asol[:,0]),\"b--\")\n", "#plot(asol[:,0],ntau(asol[:,0]),\"y-\")\n", "#legend(loc=0,fontsize=16)\n", "show()\n" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x1080 with 3 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from scipy import integrate\n", "xvtau = lambda v:0.4+(-38-v)*0.032*float(v<-38)\n", "\n", "I=2.#1.#7.\n", "El=-65.0\n", "Ek=-90.0\n", "ENa=55.0\n", "gl=0.1\n", "gk=9.\n", "gNa=35\n", "# 0 1 2 3 4 5\n", "#Y=[v0,n0,h0,v1,n1,h1]\n", "def rhs(Y,t):\n", " return[\n", " I*float(t>50.)+gl*(El-Y[0])+gk*Y[1]**4*(Ek-Y[0])+gNa*minf(Y[0])**3*Y[2]*(ENa-Y[0]),\n", " (ninf(Y[0])-Y[1])/ntau(Y[0]),\n", " (hinf(Y[0])-Y[2])/htau(Y[0])\n", " ]\n", "\n", "def mix_rhs(Y,t):\n", " return[\n", " (I*float(t>50.)-0.13+6e-4*(Y[0]+60.6)**2*(55-Y[0])/L2(Y[0],1.,-60.6,1.,0.0)+gk*Y[1]**4*(Ek-Y[0]))/xvtau(Y[0]),\n", " #(I*float(t>50.)-0.13+6e-4*(Y[0]+60.6)**2*(55-Y[0])+gk*Y[1]**4*(Ek-Y[0])/L2(Y[0],1.,-60.6,1.,0.0))/xvtau(Y[0]),\n", " (pwl_ninf(Y[0])-Y[1])/pwl_ntau(Y[0]),\n", " ]\n", "\n", "at=np.arange(0, 150.0, 0.01)\n", "asol = integrate.odeint(rhs, [30.32243, 0.5407895, 0.1174041], at)\n", "mix_asol = integrate.odeint(mix_rhs, [30.32243, 0.5407895], at)\n", "\n", "\n", "figure(3,figsize=(20,15))\n", "subplot2grid((5,5),(0,0))\n", "title(\"Classical model\",fontsize=22)\n", "for Iapp in 0.,0.13,0.2,0.5,2.,7.:\n", " v0c=[]\n", " for vm in linspace(-89,40,200):\n", " n=sp.optimize.fsolve(vfun,0.5,args=(vm,Iapp),xtol=0.01)[0]\n", " v0c.append((vm,n))\n", " v0c=array(v0c)\n", " plot(v0c[:,0],v0c[:,1],\"-\",label=\"v-nullcline, I={}\".format(Iapp),lw=3)\n", "\n", "vm=linspace(-89,40,150)\n", "plot(vm,ninf(vm),\"k-\",label=\"n-nullcline\",lw=3)\n", "ylim(0,1)\n", "legend(loc=0,fontsize=12)\n", "\n", "subplot2grid((5,5),(0,3))\n", "title(\"Mixed 2D model\",fontsize=22)\n", "for Iapp in 0.,0.13,0.2,0.5,2.,7.:\n", " vm = linspace(-89,40,2000)\n", " v0m = array(mixV0(vm,Iapp)).T\n", " plot(v0m[:,0],v0m[:,1],\"-\",label=\"v-nullcline,I={}\".format(Iapp),lw=3)\n", "vm=linspace(-89,40,150)\n", "plot(vm,pwl_ninf(vm),\"k-\",label=\"n-nullcline\",lw=3)\n", "\n", "\n", "\n", "\n", "subplot2grid((5,5),(1,0),colspan=5,rowspan=4)\n", "ylabel(\"Voltage (mV)\", fontsize=20)\n", "plot(at, asol[:,0],\"k-\",lw=3,label=\"Original model\")\n", "plot(at,mix_asol[:,0],\"r--\",lw=3,label=\"Mixed 2D model\")\n", "legend(loc=0,fontsize=14)\n", "savefig(\"2.2-orig-vs-pl-traces.svg\")\n", "show()\n", "\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Lookup Table" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x864 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tbl_x = array([\n", " (v,minf(v),hinf(v),ninf(v),htau(v),ntau(v)) for v in linspace(Ek, ENa,201)\n", "])\n", "tbl_stp = tbl_x[1,0]-tbl_x[0,0]\n", "def tbl_rhs(Y,t):\n", " tbl_idx = int( floor((Y[0]-Ek)/tbl_stp) )\n", " tbl_v0,tbl_minf0,tbl_hinf0,tbl_ninf0,tbl_htau0,tbl_ntau0 = tbl_x[tbl_idx ,:]\n", " tbl_v1,tbl_minf1,tbl_hinf1,tbl_ninf1,tbl_htau1,tbl_ntau1 = tbl_x[tbl_idx+1,:]\n", " tbl_ras = (Y[0]-tbl_v0)/tbl_stp\n", " tbl_minf0 += (tbl_minf1 - tbl_minf0)*tbl_ras\n", " tbl_hinf0 += (tbl_hinf1 - tbl_hinf0)*tbl_ras\n", " tbl_ninf0 += (tbl_ninf1 - tbl_ninf0)*tbl_ras\n", " tbl_htau0 += (tbl_htau1 - tbl_htau0)*tbl_ras\n", " tbl_ntau0 += (tbl_ntau1 - tbl_ntau0)*tbl_ras\n", " return[\n", " I*float(t>50.)+gl*(El-Y[0])+gk*Y[1]**4*(Ek-Y[0])+gNa*tbl_minf0**3*Y[2]*(ENa-Y[0]),\n", " (tbl_ninf0-Y[1])/tbl_ntau0,\n", " (tbl_hinf0-Y[2])/tbl_htau0\n", " ]\n", "at=np.arange(0, 150.0, 0.01)\n", "tbl_asol = integrate.odeint(tbl_rhs, [30.32243, 0.5407895, 0.1174041], at)\n", "\n", "\n", "figure(3,figsize=(20,12))\n", "\n", "ylabel(\"Voltage (mV)\", fontsize=20)\n", "plot(at, asol[:,0],\"k-\",lw=3,label=\"Original model\")\n", "plot(at,tbl_asol[:,0],\"r--\",lw=3,label=\"Lookup Table\")\n", "legend(loc=0,fontsize=14)\n", "savefig(\"2.1-orig-vs-tbl-traces.svg\")\n", "show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Part III: Accuracy Benchmark\n", "\n", "---\n", "\n", "## F-I curves" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Solving Original model\n", "Solving piecewise-Linear model\n", "Solving Polynomial model\n", "Solving Mixed 2D model\n", "Solving Lookup Table model\n", "Getting FI curves\n", "DONE\n" ] } ], "source": [ "xvtau = lambda v:0.4+(-38-v)*0.032*float(v<-38) \n", "L2 = lambda x,s0,x0,y0,s1: (y0+s0*(x0-x)) if x<x0 else (y0+s1*(x-x0)) \n", "\n", "I=4./10000. \n", "El=-65.0\n", "Ek=-90.0\n", "ENa=55.0\n", "gl=0.1\n", "gk=9.\n", "gNa=35\n", "# 0 1 2 3 4 5\n", "#Y=[v0,n0,h0,v1,n1,h1]\n", "def rhs(Y,t):\n", " return[\n", " I*(t-20.)*float(t>20.)+gl*(El-Y[0])+gk*Y[1]**4*(Ek-Y[0])+gNa*minf(Y[0])**3*Y[2]*(ENa-Y[0]),\n", " (ninf(Y[0])-Y[1])/ntau(Y[0]),\n", " (hinf(Y[0])-Y[2])/htau(Y[0])\n", " ]\n", "\n", "\n", "def mix_rhs(Y,t):\n", " return[\n", " (I*(t-20.)*float(t>20.)-0.13+6e-4*(Y[0]+60.6)**2*(55-Y[0])/L2(Y[0],1.,-60.6,1.,0.0)+gk*Y[1]**4*(Ek-Y[0]))/xvtau(Y[0]),\n", " (pwl_ninf(Y[0])-Y[1])/pwl_ntau(Y[0]),\n", " ]\n", "\n", "def pwl_rhs(Y,t):\n", " return[\n", " I*(t-20.)*float(t>20.)+gl*(El-Y[0])+gk*Y[1]**4*(Ek-Y[0])+gNa*pwl_minf(Y[0])**3*Y[2]*(ENa-Y[0]),\n", " (pwl_ninf(Y[0])-Y[1])/pwl_ntau(Y[0]),\n", " (pwl_hinf(Y[0])-Y[2])/pwl_htau(Y[0])\n", " ]\n", "\n", "def pol_rhs(Y,t):\n", " return[\n", " I*(t-20.)*float(t>20.)+gl*(El-Y[0])+gk*Y[1]**4*(Ek-Y[0])+gNa*pol_minf(Y[0])**3*Y[2]*(ENa-Y[0]),\n", " (pol_ninf(Y[0])-Y[1])/pol_ntau(Y[0]),\n", " (pol_hinf(Y[0])-Y[2])/pol_htau(Y[0])\n", " ]\n", "\n", "def tbl_rhs(Y,t):\n", " #tbl_idx = int( floor((Y[0]-Ek)/tbl_stp) )\n", " tbl_idx = int( (Y[0]-Ek)/tbl_stp ) \n", " tbl_ras = (Y[0]-tbl_x[tbl_idx ,0])/tbl_stp\n", " tbl_cur = tbl_x[tbl_idx ,1:] + (tbl_x[tbl_idx+1,1:] -tbl_x[tbl_idx ,1:])*tbl_ras\n", " return[\n", " I*(t-20.)*float(t>20.)+gl*(El-Y[0])+gk*Y[1]**4*(Ek-Y[0])+gNa*tbl_cur[0]**3*Y[2]*(ENa-Y[0]),\n", " (tbl_cur[2]-Y[1])/tbl_cur[4],\n", " (tbl_cur[1]-Y[2])/tbl_cur[3]\n", " ]\n", "at=np.arange(0, 10000.0, 0.01)\n", "print(\"Solving Original model\")\n", "asol = integrate.odeint(rhs, [30.32243, 0.5407895, 0.1174041], at)\n", "print(\"Solving piecewise-Linear model\")\n", "pwl_asol = integrate.odeint(pwl_rhs, [30.32243, 0.5407895, 0.1174041], at)\n", "print(\"Solving Polynomial model\")\n", "pol_asol = integrate.odeint(pol_rhs, [30.32243, 0.5407895, 0.1174041], at)\n", "print(\"Solving Mixed 2D model\")\n", "mix_asol = integrate.odeint(mix_rhs, [30.32243, 0.5407895], at)\n", "print(\"Solving Lookup Table model\")\n", "tbl_asol = integrate.odeint(tbl_rhs, [30.32243, 0.5407895, 0.1174041], at)\n", "print(\"Getting FI curves\")\n", "def getFI(rec):\n", " sp = where(rec[:,0]>10.)[0]\n", " sp = [ r for l,r in zip(sp[:-1],sp[1:]) if l+1 != r ]\n", " sp = at[sp]\n", " return array([ ((0.5*(t1+t2)-20)*I,1000./(t2-t1)) for t1,t2 in zip(sp[:-1],sp[1:]) ])\n", "\n", "clsfi = getFI(asol)\n", "mixfi = getFI(mix_asol)\n", "polfi = getFI(pol_asol)\n", "pwlfi = getFI(pwl_asol)\n", "tblfi = getFI(tbl_asol)\n", "print(\"DONE\")" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 648x648 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "figure(5,figsize=(9,9))\n", "plot(mixfi[::20,0],mixfi[::20,1],\"x\",label=\"Mixed 2D\", ms=15,mfc='#7e0021',mec='#7e0021')\n", "plot(polfi[::20,0],polfi[::20,1],\"+\",label=\"Polynomial\", ms=15,mfc='#579d1c',mec='#579d1c')\n", "plot(pwlfi[::20,0],pwlfi[::20,1],\"d\",label=\"piecewise-Linear\",ms=15,mfc='#ffd320',mec='#ffd320')\n", "plot(tblfi[::20,0],tblfi[::20,1],\"o\",label=\"Lookup table\", ms=15,mfc='#ff420e',mec='#ff420e')\n", "plot(clsfi[::20,0],clsfi[::20,1],\".\",label=\"Original\", ms=20,mfc='#004586',mec='#004586',c='#004586')\n", "\n", "ylim(ymin=0)\n", "xlim(xmin=0)\n", "legend(loc=0,fontsize=12)\n", "savefig(\"2.3-fi-curves.svg\")\n", "show()" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The maximal absolute error of Tbl approximation:0.2683051166180235 Hz\n", "The maximal relative error of Tbl approximation:0.0016393442625362797 \n", "The maximal range error of Tbl approximation:0.178870077745349 %\n", "\n", "The maximal absolute error of PL2D approximation:4.88657517734892 Hz\n", "The maximal relative error of PL2D approximation:0.2425207260518269 \n", "The maximal range error of PL2D approximation:3.25771678489928 %\n", "\n", "The maximal absolute error of Pol approximation:52.120395580391346 Hz\n", "The maximal relative error of Pol approximation:0.32001922886357254 \n", "The maximal range error of Pol approximation:34.746930386927566 %\n", "\n", "The maximal absolute error of Pwl approximation:37.085772992998756 Hz\n", "The maximal relative error of Pwl approximation:0.22993179255661927 \n", "The maximal range error of Pwl approximation:24.72384866199917 %\n", "\n" ] } ], "source": [ "mixAerr = abs( (interp(clsfi[:,0], mixfi[:,0],mixfi[:,1])-clsfi[:,1]) )\n", "polAerr = abs( (interp(clsfi[:,0], polfi[:,0],polfi[:,1])-clsfi[:,1]) )\n", "pwlAerr = abs( (interp(clsfi[:,0], pwlfi[:,0],pwlfi[:,1])-clsfi[:,1]) )\n", "tblAerr = abs( (interp(clsfi[:,0], tblfi[:,0],tblfi[:,1])-clsfi[:,1]) )\n", "\n", "for t,err in zip(\"Tbl,PL2D,Pol,Pwl\".split(\",\"),[tblAerr,mixAerr,polAerr,pwlAerr]):\n", " errmax = argmax(err)\n", " print(f\"The maximal absolute error of {t} approximation:{err[errmax]} Hz\")\n", " print(f\"The maximal relative error of {t} approximation:{err[errmax]/clsfi[errmax,1]} \")\n", " print(f\"The maximal range error of {t} approximation:{err[errmax]/1.5} %\")\n", " print()" ] } ], "metadata": { "celltoolbar": "Raw Cell Format", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 1 }