diff --git a/examples/optimisation/adadelta.ipynb b/examples/optimisation/adadelta.ipynb new file mode 100644 index 000000000..bdfb7895d --- /dev/null +++ b/examples/optimisation/adadelta.ipynb @@ -0,0 +1,378 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# AdaDelta local optimiser" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "XXXXXXXXXXXXxx" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example 1: finding the bottom of a parabolic valley" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As a first test we optimise on a parabola, centered at the origin:" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pints\n", + "import pints.toy\n", + "\n", + "# Create a parabolic error function\n", + "error = pints.toy.ParabolicError()" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "# Evaluate the error function on a grid of points\n", + "X = np.arange(-2, 2.1, 0.1)\n", + "Y = np.arange(-1, 1.1, 0.1)\n", + "Z = np.zeros((len(Y), len(X)))\n", + "for i, x in enumerate(X):\n", + " for j, y in enumerate(Y):\n", + " Z[j, i] = error((x, y))\n", + "X, Y = np.meshgrid(X, Y)\n", + "\n", + "# Define a function to create a contour plot\n", + "def create_contour_plot():\n", + "\n", + " # Create figure\n", + " fig = plt.figure(figsize=(16, 8))\n", + " ax = plt.subplot(1, 1, 1)\n", + " ax.set_aspect('equal')\n", + " plt.xlim(-2, 2)\n", + " plt.ylim(-1, 1)\n", + "\n", + " # Plot the contours\n", + " plt.contour(X, Y, Z, levels=20)\n", + " \n", + " # Show where the optimum is\n", + " plt.plot([0], [0], 'x', color='red', label='optimum', markersize=20)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We choose a starting point and make a plot:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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JS0+g89FZ9AnRMHzifFi/3ighOu/BNjaFHmFBSjX8B4yW7CdNl86X18bhY+PDuJJjJa9nk7XxTLsznFJO1enu94nU6XMgbBzh6st0L7Qea3n2U3q1+mROhzXG2aoy5T3nZdtOFA2ERzUCwMczECGb2ZQWEfoKouMGoc44iq/3eeSy7O+03Y+fzJPk5dTIvxtbZaFs2xlEHRuDeyMXVHQquCTbL14WeyOWcyJmGyOL/Y6Xjb8kW4BZ9//kWtINfi3/M64q6ak2D1PDGH5h2t+7RkYy8cpG9obfYEO9ERSyN/5L6F5SDO32L6RZ/pLMrJX9HZnXMeXCMf68eob5jTvQwj/70e038ceZk8w6d4bJjZvRvYz0yPXr0BsMDF63jdPBISz9sDPVCpr/rKTeYODzNbvZf+M+v3ZrQZtK2d8tMwaDQeSPrcdYcfgSTSoWY1KfFlgpc+tY+t9cexDOuNk7SE7PZEL/prSombOP21iu3QljxuJA7j6MolwJH8YMaETJojkfpX5X0esN3LsXycVLwVy6EszNm2FotXrkchmlS/sQUMmfiuX98Pd3/0+m0L6rZKX23n8Q+VTwX35MaOjTjmwuzrZUrPhUkFYOKIiXl3PeTjYP0esN7D58g/mrjpOUoqZN43IM6lHnndwwytBombI8kJ0nblK7fCG+H9ISR7vc3wx8FBnHiDlbSErP4PeBbalZ0riN7+yi0xv4dPVOAm8/5LcPWtGyvGkb26/jx32HWXHhCj+3bkqXiv86oWY0BlGk/7ZNnA0LZWPXHpT1MH2jQxRFRh7ezt7g+2xt14ty7qb9xsRlpNFi71/42jmxoXE/yQUatVotoaGhZGRkkKrNIEWXQYErNyn0+VjCpk0jvXp1Sf4MoojuZCClx35N2LRpqGtIF9oZ+gxSdWk4KO2xkknPdFPr08jUp2OvcEYhk5Zxoxe1pOviUMnssJJLyxjTGVLQGZJRyfMhE7KfRWcwpGMwxCOTuSGT/TP70NraGl9fX5QvFce0iNCX0GjvEh7VECeH0bg4fZVt35m6KE6HNcXDrjWl3SdLmte9pN0ci5pME59J+NvXk2SbqInlj7sjKOdcmy4FRkuyBbidfIdf7vxGp/wdaJ9f+rlJURT5+PJMwtWxLK42DgelcYu483FBDDqzmIFF6zOyRBOjfMBTgdT10DKepCWyt8Vg3KxN+yE/F/mEbrvW0K14OabUbWmSryyOPw6m37ZNdCpVhilNmps1BeuXg8dYfPYiP7RszAcB5tnxfBFRFJm0/TBrzlzli1b16FfXPGdjX4feYODbVfvZee42PepX5PNO9XPkbOubEEWRLUeuM3VlIJ6uDkwZ3Y5iBYzfJMkpomKfpvgdPPE0xW9Y73o0qVPynU3xyylEUeRxSByXLgdz6VIwV68+IS09E4AihT0ICPAnoFJBypcrgM1/oErp+0R0dPLT1+XyYy5dDiY+Pg0Ab29nAioVpHKAP5UqFvy/3AxITctk6cbTbNh1CWurp6nzXVq+e6nzoiiy6fA1pq06jJebA1NGtaNoHnwfRiWmMnLuFoIi4/mlfyuaVMx+IRVjyNDqGLx4M1efRDCvXwdqFjW/8NUZDAxcu4Xzj0NZ3qsLlQuYr/NgXHo6bdesQCWXs71HbxzNcPwnMVNN881LsFOq2NWhLzYK044m7Ai5ycent/JVhcYMKilN9AUFBeHg4ICbmxsi8Cg1GlEUKXLhJrLuH0iPiB4+jKFbN8KWzsa+aStcVNKP/oiiSLg6HAMi+W18JNdaMYh6ojJCUMqscFN5S4+masLQGNJwtSosqdCpKOpJ1dxDLrPBVukvwU5Eq7sLyFAqij2fryiKxMXFkZKSQqFC/wzQWUToS8TEjyBdvRdfr3PI5dmvGnk37nvCU9ZTI/9ebJQF3m7wDL2oZWNwT6xkjrT3WyD5TbbpySyuJZ7gkxKzcVZJ+yEwiAa+ufE9ar2ayeV/QiWTviA7FHWRX26v5LMSH9DCW9pOUxZag47ux+eQqdexqf4orOXGf5EtvHOGyVcPMb1mB9r6mVa5LVmTScstS5ALMvZ07Ied0vQFa0RKCm3XrMDd1pbN3Xtia8aWKZuv3uSrnfvpVaUi3zSXnn6SHeYFnmXWgVP0r1eZz1tK2zCRit5g4NuV+9l5/jbDW9dkUPPquS6oMjU6pqw4xI7jN6lV3p8fhrTKk53/N5H5rNjJyheKnXzYoSo2eVDJMq94UdxcvvyYuPhU4J/ipmKFgjg7//+Jm3eV55sFl4K5dPmfmwVFi3hQqdL/52ZBSFg8s5c9KyLm7cLo/g2oVdm0yu45wbX74Xz15w5S0zOZMKAZzWtkv/2duUhRZzJy7hZuPo7KFSGapM6g7/z1hCUks2xwV0rnN3/qdJI6g65L15CckcmmAR+S30l6ddXXcTEijB6b1tOoUGHmtmpnlt/Tk+GP+XDPOnqXqsRPtZqa5EsURYae3MjxyEfsaj6IQg6u2ba9ffs2JUv+vemapsskODWWfNYOeJy+CN26ZV+IHj4M3bohrltHWI2yZOg1+Nt5ozCi1olaryYyIwoXpTPOKmfJ9qnaRJK0sbhZ+WAtl/b7pTNkkqAJwkbuir1SWtp6pi6WTH0ktspCKGTZD+bo9fHo9E9QKAohl/393hVFkTt37lCq1D8zyCwi9AW02keERdXF0X4Irs7fZNuvWhfGmdDmeNt3oqT7D5LmdDtxGyejp9I8/28UsJO28xOpfszs+59S270dLX2kV+A6HH2EpcErGFF0KNVcq0q2V+szGXB2Mi4qB2ZX/sSoiroAix8cY+bdA8yq2pu6HsanuwalxNN63wLqehVmXm3Tiwd9cnQX2x7eYmObngR4mF75VKvX8+Hm9dyOjWFb954UcTVfa4yLT8Los2oTVQr4sKhHJ7P3GgXYeP46324+SLtKpZjUpXmOngd6UYCOaF2LQS2M2+Awhci4ZMbO2sGd4Cg+aledgR1q5noU9k2Iosjh0/f4c9kRomJTaFizOMP71Mf7HW77YC6Sk9VcuRryXHhmpXk6O9tS6VmaZ0Clgnh7O+ftRC1kG73ewN27EU+jpC+kTSsUMkqVepo2XbmSPyVLer+T57DNzelLj5i15Agh4fHUqFSIUf0aUPAda6cUm5jGuDk7uXovjB7NAxjVNffPyKeqMxmRi0I0KimVnvPWotHpWTm0e470xX4YG0+3pWvJ7+TImr7dzFLVNouFly7w84mjTKzbgAGVzJPJ9NPZwyy4cZ4lzTrTqIBpGyZR6hRa7PmLEs75WN2wd7Z7tN6+fftfAicsPZ4kbQZF7PNhdexE9oToMwGadb9MvZbH6ZE4Ke3wtM6+KP7HY8qIRq1X42uTH4VM2lEiUTQQlfEEQZDhYeUreV2bogkn05CCi1Vh5EL2gx6iaCBVew8ZKmyVhbI9riga0GrvgqBAqSj6D7tXvUYWEfoCsfGfkJa+lfzeZ1HIs79rcDt2AlGp26nhewBrRfbz4nWGTDYEf4idwoO2BeZIfnMtC/qJkPS7fFZiDrYKaakCWYemvW28GV/yS6ME27KgPax8vJ8/Ko2irJNx1fKyDpHX9ijG75V7GOUDnubvf3h4BXcSo9nXcojJjY93PLrNyMM7+LhSLT4JkN5z9VVMPnGUBZcuML15K9qVMN95wvCkZDovWYO9SsWG/j1wtjF/pC7w1kPGrNxB7WIFmdWnHUoTyqi/jXdBgJ67FcLEubvQ6vR8P7gl9Sq9W5GI+0HRzFgcyJVboRT1z8eYAY2oVCb7GRj/RR4FRRMYeJsLF4OeFxOytlZSobyfpeDNe0hGhpYbN/9dQCqryFGN6kVo0KAUTo6mVT5/l9Fq9Wzee5nF60+RkamjS8tK9OtWE4d3KBtDp9MzY90x1h24TEAJXyYNb53r1cJzW4g+io6n9/x1OFhbsXJod9wdzP94jz0MZvC6rTQuXoRZndtkW4y9DVEUGbprG4eDg1jbuTsB3qZvsGfqdbTbtoJYdRr7OvXH3ca052Pjo6t8eX4n3wU0p3ex7OmTVwkcnUHPg5RorOVKCtq5IRw58mYh+pIAzSI6I4FEbSoFbT2xkkvfENAatISpw7GT25LP+u+MxenTpzN48GBsbZ9GOFu1asXq1atxdnb+h326LoUETRQuKk/Ja329QUO8JggbuTP2SmmRe40+jgxdBLZKfxQSuoTo9XHo9KEoFYWRyf6er0WEvkGEanVPCIushYN9X9ycf8q2z3TtY86GtSS/w4cUd5soaT43EjZyJmYGrXyn42MrbUfqUeoNFj36hhZefajr0UGSLZhePjoqI54B536hlntZJpTuI9k+izHnV3IuLogt9UfjZWN8BGfF/Qt8d2kfv1ZtQ5fCxrd2AYhIS6HZ5sUUcXJlY5ueZokqHnj4gCG7ttGzXAV+bGj8mdeXSddo+WDZOkKTktjQrwdF3I3bqXsTF4PDGLRoE8W98rF4UBdsVTnXkiKvBagoiqzcc4E/N5ygoLcrU0a3o2Ae9cV7FQlJ6SxYc4Kdh67jYGfNoA/r0LZxOeQ50Ej9XSA+IY1DgTc5cOAGDx5G/6OYUEClgpQs4fPOnZmzkDP8I/p9KZjQsAQUChnVqxehWZOy1Khe9L19LyQkpfHX6pPsPHQNJwcbBvWoQ5t37HO/59Qtfl56ECc7a34Z2ZayRbxzdfzcFqLXQiIYsHAj/vlcWTqoC/bW5muxlsWSs5eYfPAoI+pUZ0z9Wmbzm5yZQds1K9EZ9Ozo0RtXG9OPKdyJj6Hd9uXUze/PwiadTMpEE0WR/sfWcjH2CXtaDMbXzvmtNq8SOADxmWlEqBPxtXXBSWX7WqH52usBvUFPUFokVnIlvjb5jHps8ZoEkrRJeFt7YS1/uonk7+/PhQsXcHd/c69zURSJyQzFIOrxsPaTnHWYoo0gU5+Mi6owcgkFjkTRQJr2PgIKbJXZ7yv+NBp6BwQVKmXR59ebU4S+O998ZiI5ZTYgw8l+uCS74MQ/EQQlBZ2GSLLTGTK4Gr8Cb5tKkgWoKIrsjViOk9KdGu6tJNnC00a6B6MDqZevjlECFGDhw50IwKDC0osZZXE48jZHo+8ytFhDkwRoaFoiU64FUterMJ0LmVaMxyCKfHp0FzqDgekN2phFgIYkJfL5gb2U9fBkYt0GJvvLwiCKfLljL/diYvmjQ6scEaD3I2MZuWwbPi6OzO3X4b0WoGlqDePn7GLW+uM0rFKMJd/0eGcEqE6nZ/3Oi/QYuYhdgTfo0iqANbM/okOzCu/UQtQcaDQ6jhy9zfiJG+j2wWzmzgtELpcxakRTNq4byYxpvejbuw7lyhZ4b0WHhX/j6GhDvbol+Hh0c5YvHcKCef3p2L4yt26F8+33W+jafRYzZu3n9p1w/oub5G/CxcmOL4c1Y9GU3hTM78Zv8w/w0dgVXLn5JK+n9pyWtUqzaMIHyOUyhkxez9Yj13J1fHsbK/4c1pEyBT35asluDl65n6Pjlffz5o+ebbgXGcOYlTvQ6HRmH6NftUp0qVCGP0+cZdetu2bz62hlzexWbYlLV/PZ/r0YzPB5Kemajy+r1OdgyEPW3L1qki9BEJhUpRUCAhPO7zbp8+yissVGriQyIwm9wfBUYK5f/1RwHj789E5vEKAAcpkcdytH1PpM0nTqf93+ItOmTaNs2bKULVuW6dOnExwcTMmSJfl40BhaVW9J5y5dSEtLY+bMmYSHh9OwYUMaPhvT39+f2NjY5zYDBw6kbNmy9OrViwtHr9K2UWeKFS/GuXPnAPjuu++YOnXq87HLli1LcHDwv+yH9P2Uo4GnqF2nNsWK/W3/NgRBhkqeD72oRmdIzZZNlp1cng9RTMMgwU4Soij+5/4qV64svgqtLlwMeuInxsR/8crbX0eq5qF4KKikeD/uV0l2oiiKV+NWiQvu1hEj0q9Ktr2WcEIcf7WjeDEuULKtKIri73f+EIdcGCEmahKNsr+W8EBscvhjcdmjPUbZi6IopmszxRaHfhM7H50pavQ6o/0YDAaxz+FVYrmNU8TQVOMez4v8de2c6LfwV3HNHemvy6vI0GrFtmtWiOXnzhIfJyaYxWcW04+cFIv9NE1cdOaCWf1mEZaQJDb8+S+xwc/zxbD4pBwZIwudXi9OWLZHrDBymvjXnjM5OtarCI6IF7uNWypW7zdNXL7rnGgwGHJ9Dq8j6Ems+NEXy8XanX4TP/lhgxj0JDavp2R2DAaDeP36E3HqtN1im/bTxIZNJotdP5gt/rXwsBgUHJPX07PwDqPT6cUzZx+IP/y0VWzWcorYsMlksW//v8RVq0+JUVE5+72VFxgMBvHgidtix8HzxNqdfhOnLTgoqjM0eT2t5ySmpIujftsoVu37u/jTon1iRqY2V8dPSc8Q+/y+Rqw8erp44PK9HB9v68WbYumvpomfrtop6vXm/93I1GrF7kvXimV/mSFeC4swq+8VVy+LhWZMFWefO20Wf3qDQfxw91qxxNJp4sPEOJP9rbx/QSy89idx/cPLb73vrVu3XntbujZTvJkQKoanJ/x9ZWCgKLq7i+LXXz+9DHzzetpgMIhBqeHio5QwUf+a9cGFCxfEsmXLiqmpqWJKSopYunRp8dKlSyIgnjhxQkzWpIhdencVf/rlJ1EURbFgwYJiTMzfv29Z/w8KChLlcrl47do1Ua/XiwEBAWL//v3FaHWouHjdfLFd+3aiKIrit99+K/7222/P7cuUKSMGBQW90r5X3w/EqPTb4ubNG8T27du/5dl88XHrxZTMO2Jq5n1J6yKDQS9mZN4QNZoHz6971WsEXBCN0HPv1dZ7UsqfgAEnh1GS7B4nzkcmqPBz+kiSncaQztX41fjaVsPLRlrkTmfQsj9yFZ7WBanoIr066bXE61xNuk47nzY4KaVHHw2igbkPtpLPyplufo0k22cx//5hItRJTCjbDqURFcey2Bh0lRNRQXxZoRH57UwryHI7PpopF47RvGAxuhc3T+/On44f4UZ0FFObtsDPydksPgF237rLnyfO0rl8GfpXCzCb3ywS09QMWbyFdI2W+f074eNivgp9L5PXEdBjlx/S7/tVJKSkM/OLzvRuVfWdaGtiMIis3X6BAZ8vJyI6mR8/b8vvEzvj/44VJzGFiIhElq04Qe9+8xn9yUoOBd6iVs2i/PbrB6xZOYxBHzXAv+CbU5Us/H8jl8uoXq0IX09oz6b1o/jsk5Y4OdmwcPFRevSaw2dfrGH/geuo1Zq8nqpZEASBxrVLsnrmALq1qcymPZfp99lybtwNz+upAeBkb8Mfn3akf9vqbDt2gyGT1xEVl5Jr4+d2RLR9QGk+a1mXvdfv8cvOI2aPwqsUCv7s0hY3W1uGb9xBdIr5Iks9y1WgbfGS/HHmFKefhJjsTyYITKvXCiu5nI+P7ERr0Jvkr0eRAKrn82PSlYNEqY1/D9koVLhY2ZGQmYZa9+x7oGFDGDYMfvzx6eVbquYKgkA+Kxe0op5EzavncuLECTp27IidnR329vZ06tSJ48ePU6BAAWrXro29wo6uPbpw7MQxDKLhjeMVKlSIcuXKIZPJKFOmDI0bN8ZZ5U6JMkV5FPTwrY/5ZftmTVogEwSKlPYlODj4rfZ/P+6saGgGeiOioQYxFYMhLdt22eW9EaF6fQypqauwt+2CUpH9wh5q7ROi0naQ3+EDVBJauQDcTNhIpiGJyu4DpU6X8/EHiNdE0tyrNzJBmnjTGXSsDlmHp5UnzTyNO5e4P/I891NDGVi4LdZGHNAGeJASxcqgU3TwDaCSq/G9tqLUKUy6cpBq+fzoUcQ0IZah0zHmyE6crKz5pY55enduv3ubVdevMrBSZZoWKfp2g2xyMyKKr3bsJ8DXm+9bNjK7YErXaBm+bBuhCUnM7tOO4l45JwLyUoDqDQbmbz7J5zO24eflwvLvelKttF+ujf8mwqMSGf3tOmYvO0K1iv6smN6PhjVLvBPi2FRS0zLYvecqYz5dSc8+81i+4gSeHk58+UVrNq0fxbgv21I5wP+9SzO2kPPY21vTulUFZvzRixXLhtCndx0io5L4ZcouOnebxeRfd3DpUjB6/ZsXgP8FrK2UjO7fkJnfd0On0zN84hrmrzqORmv+tFCpyGUyhnWuzZRR7XgckUCf71Zy4bbpIie75LYQ7V+3Mn3rBLDq9BUWHj1vdv9udrbM7daelIxMhm/cQaaZUn8FQeDnRk0p5OzCmH27iE4zXeB62jnwc+3mXI2NZOblUyb5kgkCP1dtjdag5+sLe0wS+B5WjshlMiLUiU/9HD4Mc+fC118/vcxKzX0Ddgpr7OTWxGmS0b1CYL9uflm/24Ig4Kh4uqGfpE1641hWL/RxlclkWFlZoZRZYat0QKvVoDNoUSgUGAx/f5dlZGS81t7G2g5ruQta0tDptG99rC+ilDkjE5Rk6qMlvQZymRsgR6+PkjRednhvVgdJKfMQ0UiPgib9hYAcP8cBkuwy9SlcT1iDn10d8llLq5CaoU/ncNR6CtuVpbhDJUm2AIHRR4jIiKCHXzfJZaIB0nQZLH60i9KO/jT0kD4+PP2Q/nxjB3YKK8aUamaUjyw/X1/Yg9agZ3LV1iZXjpty4Sh3E2KZWq8lrtamH9J/GB/H+MADVPb24YtadU32l0V0SirDNmzH1daG2Z3bolJIfx3fhFav5/PVu7geGsnUD1pRpZCvWf2/SF4K0PQMDZ/P2Mai7WdpW7cMf43rjpdbzkV7s4soiuw4eI2+ny7jXlA040e0YPKXHXB1zt1qk+ZGrzdw7vwjfpy0jS7dZjN12h4SE9P5qH89Vq8cxu+/9aB5s3L/V/0gLeQs+X1c6Nu7DiuXDWHGHz1p3Kg0p0494PMv1/Jh77ksXHSUkJC4vJ6myQSU9WPZtL60bFCGFZvPMujLVTwIjsnraQHQoHJRln77Ic4ONoz6bRPrD17OtbFzU4gKgsDnLevRpmJJpu87yZYLN80+RinPfExp14Jr4ZFM2HXAbBFXO5WK2a3akqrRMGbv03oYptK6UAm6FivL7KtnuBAVZpIvfwdXPi3XgEPh99kRcstoP3KZDC9rJ9R6LSn79/x9BvSHH/59RvQN5LNyRkQkNvPfIrJevXps3bqV9PR00tLS2LJlC3Xr1iUkJITTp08DsGn9JmrVrkWSNhl7B3tSUqRFeO0VzgCk6OLx9/fn0qVLAFy6dImgoKA32toqXBEQMIjSItRPo6Hu6EU1ejH7UU1BkD+LhqZgMKRLGvNtvBciVK+PIyVtKXY27VEqs99iJEMXTkTqFrwdumClkFby+EbCOjSGVCq7S0vhBTgRs400fTLNvftIjoik69LZFr6D0o6lqOhsXPXY1Y8PkKBNYXjRjkZHZLaHXuZS/GM+LtkcF5XxC+sdIbc4FH6fT8s1wF9CQ+NXcTwsmEU3L9KvdAANfI1rNfMiaq2WEbt3YC1XMLNFG7O1M8nU6RixcQdJGRnM6doOd3vzChNRFPl280GO3g3i6w6NaFzGfNHbl8lLARqfnM6wXzdw+lowY3s3YuKAZlipzCvmjSE2IZUvJ2/h17n7KVXUi+XT+tKqUdn/dPTz4aNo5s4PpPuHf/LV+PVcvBhEyxbl+XNWH5YuGkTPD2vh+X/Q19RC3iEIAuXKFuCzT1qycf1IvpnYnsKFPFi7/gz9PlrAsJHL2LrtIknJby448i5jZ2vFuBEt+OWrjiQkpTHwyxWs2HwW3TsQ8S3o7crirz+kdoXCTF15mNnrj+da4ajcFKIymcCPnZtRq1hBvt1ygCO3H5l9jGYli/Jx/Vpsv3GHBadf325QKiXc3PmxYRPOhoUy/Yxp0cssvq3RmPz2jnx8dCepmkyTfPUrVpWKrj78cGkfsRnGp3Y6Km1wO3Ue25690a1d83cK7quKFb0GlVyJi9KBZF0aGfp/pvgHBATQr18/qlWrRvXq1Rk4cCAuLi6UKlWKZcuWUb58eeLj4/lk5CcA9Ozfk5YtWz4vTJQdFDIlMkFOui6Fdh3bEB8fT8WKFZk7dy7Fixd/o61MUGAtc0JEj86Q8cb7voxS5oIgKMjUR0uyk8vcyYlo6HvRoiUh6VeSUqbj43kElbJEtv3ci/uRsJR11PTdj7Ui+z2WMvSJrHvUDV+7GjT2+UHS3JO18Uy7M4KSjlX4oOBnkmwBNj7ZzI6IXXxf5hv8jaiIG5Yew6Dzv9LQszJflDSun2eSJp0OR2fgZ+fOkpofSS4znUVcRhot9v6Fn50z6xv3RW5CBduEDDXNtyzBQWXFrvZ9sFaYVv1VFEXGHtzH5ts3Wdq+M3UL+pvk7x9+d+xj2/XbzOrchuYlzV9+/o+9J1h49DwjmtRkeOMaZvefRV4K0NDoREZP3URMYho/D2tN3Xek/+ehk3f4/a+DZGh0DOtVj84tK/1n+12q1Rr27rvOnr1XefAw+v+mjYaF/xbx8akcOnzrefufrPdpuzYBVKns/5/d/ElMTmfqXwc5cvoeZUv4MGFkSwr45H2Vb73BwG8rAtl8+Bota5Xi6wHNUChy57sgN9u3pGVqGLBwIw+i4lj4UWcqFTS9D+eLiKLIp1v3sPvWXeZ2bUej4ub7Dfvq4D7W37rB4nadaOBfyGR/56NC6bZrDZ2LlmVqvZYm+bqfFEO7/Ytomr8EM2t1/Nftr2vR8g8OH0bs1o3Hi+egaNwYX1vXf93+xj6iz9CLBoLTIlAKCgrYerzxuyI4OJg2bdpw48aNf1wfr4knSZuMj7U3VnJp7X30op6ojMeoZNa4W0l7fxlEPfGZD1HJ7HBU5Zdkq9HFkqGPxFZZCIUs+0EQnS4SvSGKhw8ESpf+Zx2c/9sWLXpDEsmpi7C1aS1JgGbqoglPWY+XfQdJAhTgWvwatGIGAW79pU6XwKj16EUdTb16SraN1ySwL+oANd2qGyVAAf56uB2FTMGAQtJbwmQx8+4BkrUZTCjb1mgBCvD9pf2kajP5pVobkwSoKIqMO7mP+Ix0ZtRvY7IABVh/6wabbt9kZLUaZhOgAAvPXGDb9duMqVczRwTo8hOXWHj0PN2rl2dYo5wThXkpQG8FRfLRj2tISc9kztgu74QATUpR8+20nXw7bSf5vZ1Z8ltvurYO+E8K0JSUDFasPEmPXnOZ9eeB521VNqwdyY/fdaZunRIWAWrhncHV1Z6unavx17wBLJg/gI4dqnDrVjhfjlvHsBHLOHb8DgbDf2+z3dnRlh8/a8s3H7cmODSO/p8vY9Oey3n+WOQyGV/2acyQTrXYc+o2n0zfSlouFYvKzYionZWKuX074Oloz/BlW3kQZd6Ub0EQ+LlNU8p4efDZtj3ci441m+/vGjSilHs+Pt2/m7CUZJP9VfX0ZWSFGmy4f53dQaa1mCnmlI+RZeqw68kt9oXeke7gmcAU1q/HtmlzkjRq0rQvRWizGRGVCzLcVU5kGDSk6IxLM3VSOiFDRoI2UbKtXJDjoHAhU59Opl5aBodMkGOjcCXTkIJWajRU7oqAHI1eWrq/XO4OyDAYTH9PZfGfF6EpqYsQxRScHD6WZBeSvBgRPQWdBkuyS9fFcTNxE0UdmuJiJW2HKSYjjIvxB6nm1gw3Ky9JtgBbw7ahF/V09v337lF2uJRwj1NxN+jh1wQ3K+NS564lPGFTyAV6+tekuKP0x5DFvtA77Hpyi5Fl6lDMKZ/RfgA2PbjJnuB7fF65LmXdpaVVv4rbMdF8dySQmr5+jK5W02R/WRy+/4ipgSdoWao4w+uYX7TtunKHX3cdpUmZokxo1zDHIgB5KUBPXw9m2C8bsFYpWTjhA8oVNe/utFFzuviIPh8v5ciZewzsUZu5kz6k4H+w8m1cXCrz/grkg55zWLLsOKVL+zBzei/m/tmPjh0q4+Rk+hlrCxZykiKFPRg2pBFrVg7j809bkpaWyXc/bKX/wAXs2XsNrda0Kp+5jSAINKtbihV/9KN8KV/+WHiIT3/cSFSs+RaBxs7ro3Y1mNC/KRduhTDs1w3EJZm/cuaryE0h6mpvy18DOqFSyBmyZDMRieatDmyjVDKna3tslUqGbthGfLp5UsmtFUpmt2qLTm9g9J6daPSmv+9HV6pFBXcvxp3cR1Saac/D4JI1Ke3sybcX95KYKeExvxThdLeyRyVTEJGR+O8eqdkUoo5KO6xkSmIzk95Y6dbf3/9fUVB4KiSdlU6o9WrUb+k9+irsFE7IBQVJ2jjJ6e02chdkyEnXSROTWWdDdYZU9BLOeAqCArnMHVFUo9Ga53P3nxahBkMqyakLsbFuhpWqbLbtNPp4wlLW4mnXBlultCqaV+NXYRB1VDIiCro/ciUKmYqGnl0l24apwzkWc4LGHg3JZyVdtOkNeuY+2IqXtSudfetLtgfQGfT8dGM7HtaODC2e/dz3l0nSqPn24l5KO3syuKRpIi8kOZFvTh+ghlcBBpWtapIvgJTMTEbs2YmTtRXTW7QyKUL7IvdjYvl06x5Ke3nwS9tmZheIp+4/ZvzGfVQt5MuU7i3NNu+XyUsBuuvkLT6dvhVfD2cWff0BBb1NO0NsKulqDb/O3c8XP2/GydGGBb/0pF+Xmij+Y9VgwyMS+WP6Xj7sPZeNm85Ts0ZRFswfwM8/dqVsmZwraGXBQk6hUilo1bICSxcP4puJ7bFSKfjt99307jufTZvP/+favORzc+D3iZ35fEhTbt4Lp+8ny9hz5Gauncl8He3rl+O30e0JCo9j4E9reRKVkCvj5qYQ9XV1Yn7/TqRmaBiyZDOJ6dKiTm/Dy9GeOV3bEZ2SxuhN5hGMAIWcXfilSXMuR0bw68ljJvtTyuRMb9CGTL2ez47t+bfok+jr12ptSMhUM+nKwewZvSLFVibI8LZxIlOvIy7zFRWBsyFEn7ZscUYn6kl4TcuWt+GgdEAhyInXJkj+TMoEGQ5KV7SGDNR6aRs5WdFQjSENrUGaAFY9i4ZmGhUNFUhKmSnJ7nX8t1ZLL5GStgKDIQFnx48l2T1JXoZBzKCg0xBJdum6WO4kbaOYYwucVNIWZ0/S73Mr+Sx183V4XhVLCptDt2Att6adTxvJtgB7I88SnBbB4CLtUcmNS1fdGHKee8mRjC3dCluFtNz3F/nlaiAJmWp+rdbGpN6iBlHk8+O7kQsyptVvbRbh9f3RQEKSEpnZog35bM1TMChdo2XExh3YKhXM7doOG6Xp6cIvcj8yljErd1A4nyuz+rTDSpkzxXlEUeSntYfyRIBuOHiF7xfspVLx/Mwf1w13Z/tcG/tV3A+KZsDny9l56BofdqjKwim9KF7Y9Ch8bhITk8zUaXvo028+e/dfp0WzcixbMpiJ49tRpLBHXk/PggWTkctlNKhfivlz+zN5Ulc8vRz5c+4hevWZx5atF/9TkVFBEOjQrAJLf+9LIT93Js3aw3d/7CI9jwV1nYqFmTO2C6nqTAZNWsfDMPOllb6Jl4XoiZtvrihqCiW98zGrTztC4pIYs3I7WjMJxSwq5Pfm5zZNORcSytTAE2bz26pYcfpVqMSSK5c4Emz681PYyZVvqjfkeHgwK29fMclXaRcvhpSqyebga5yMfMvc3nDG015pjaPShtjMFDSGV7S8yYYQtVVYY6+wIV6Tgu5VPt6CTJDhonRBY9CQppee1msrd0AhsyLZiGio9fNoqLTPnSDIUcnd0BlS0EtI5xUEJTKZHWnpW9Dqnkga81X8Z0WoKOpITl2EtVUtrFTZbzOiN2QQnrIWd9vG2KmknSW7mbARg6ijgmsvqdPlSNQGbOT21HZvK9k2ND2UCwmXaObZBAelg2R7jV7LqscHKO3oTx33cpLtAVK0Gcy/f5iqboVo7FXaKB8A1+LD2fDoCn2LV6W0i/HpvADr7l3jbGQoE6s3JL+96W05ToQ8ZvOdWwypXJVq+c0XAZp6+ATB8YlM69gKL0fpr9+bSEzPYNSK7dhaKZnXryMO1sZvDryNubtPs+X0DT5qVi3XBehvKwOpV6kI0z/tiL1tzj3G7LDz0HWGjF9NhkbHrO+7M7x3fVQ5JPxzgqRkNXPnB9Kr73z2H7hO+3YBrFo+lE8+bkH+d6DwiQUL5kYQBKpXK8KMab2YPq0nfn5uzPrzAH0H/MX+Azf+U/1G83s5M/uH7gzqUYfDp+8y6MuVPArJHeH3OsoV9WHB+A8QBIERv27MdSFa1Medzxfv5MbjyBwbq1rhAkzq0owLQWH8svOo2f23K1uKDwPKs+zcJc49DjWb3y9r16OoiytfHz5IulZaX8lX0aNEBerl9+fXC0eJNDEtd0TpOvjZu/Dj5f1oX9GvE8hWkSFPm6frv5iM18wnG0LU3coJEZF4I6Ohdgo7lIKSJE2iZCH5tO+oC3pRi1ovrcerTJA9j4ZKrpQrf9rqRaOXdt5ZEJ6uY1NSF0uyexX/WRGart6LXh+Gg/1ASXZRaTvQGhIp4NBHkp3GkM7tpG3429eXHAUNVwdxJ+UCtd3bYiW3kWQLsD18F9YyK5p5NZFsC7Ar4jQxmYn0K9TK6DTQpQ+Pk6BJ55NSzY32YRBFfri0HzdrO0aVMa3nZow6jZ/PHaGGVwG6FTNOWL9Ihk7L14cPUtDJmVHVzFdR9lRQCCsvXKFftUpUL1jAbH7haWrsF2t2EZmUyoyebfF0yrno4MYT1/hr71na1yjDyDa1cmycl3lRgE4e0SZPxV5Gppaf/9zLL3P2Ua6ED0um9qZiGfO+pjmJWq1hxcqT9Oo9j02bz9OoQSmWLxnMqBFNcXc37+aIBQvvKuXLFWDa1A/59edu2Ntb88uUnQweuoSTp+7neXprdpHLZfTtUoPp33QlOTWDwV+tZP8x43svmgN/H1fmfdU1T4To7GEdcLW3ZdS8rYTEJObYWK0rlmRAvSqsPXOVDeeum93/F43r4uvsxFc795GaaZ4It5VCwaTGTQlLSWbGWdPbtgiCwE+1mqI1GPj2zCHT5iZXMLFiE+4nx7LywcVX3+n8+bdWuVXJFLiq7EjSpKPWveZ5yxKi58+/xocSJ6UdSdpUtEZEQwVBwFnphEbUki6xyBCAtdwOhUxFik56Sq+13BkBGem6eEl2MkGBQuaMzpCIQcz+YxYEObY2bUhJW43BYNpZ8P+sCE1OXYBC7oetdbNs24iiyJPk5dgrS+JsXU3SeHeTtqMxpFLeVXpbk6PRG7GS2VLDXXpF2gh1JOfiz9PYsxH2CukiQ63PZM3jg1R0LkolF+OqsUapk1gZdIpWPuUp7SStFPSLbA2+zuW4MMaWb4SD0rRo1q/nj6LWaZlU2zznK2efO8vjpER+atTELNV1AVIyMhm/cz+F3Fz4tEEds/h8kXmBZzn1IISv2zeiopnLx7/IkesP+Xl9ILVL+zPxg8a51vLgZQGqzKU2AK/iSXgCQ8atZnfgDfp1qcG0r7vg4mTe/q45hUajY/PWC/TqM48ly45TsZIfC+YP4MuxbfDycs7r6VmwkOsIgkDVqoWZ92c/vpnYHq1Wx9ffbmLUxyu5ejUkr6eXbQLK+bFkah9KFPbihxm7mTr/AJka6Qtoc1HQO2+EqLujHXNHdAJg+JzNxCXnXJGkj5vXpnaxgvy84zC3w6X1WnwbdioVv7RtRlhiMlMOmX6OM4uqPr58UKYciy9f5FaM6XMu6OjCmEq12Bt8jyOhpvVRbeRTjHpehZlx49ire4eOHftGAZqFu5UDMkFGdMYbinY1bPjU32twVT2NqH7z47eUKVOG8uXLU7FiRc6ePQvA9OnTSU9/fbqtncIOhaAgSfvPaOjSpUsJDw9//v+BAwdy69Y/N40EQcBB4YLOoCHDiLOh1nJnMg0p6A1vjna/PLZK7oaIiFb/t4DdunXrv+b3Mo72gxDFZFLT10ua67/mbpJ1HiGKajI153Cw/whByP7CNCHjDGnae/g69pG0kDaIOm4kbMDbphL5rN/Sv+glojOecDPpDDXdW2Ejl75o3RmxG6VMSQuv7IvtF9kedoIEbQp9Cxnf22nOvUAMiIwoYVwkFiBFm8mUa4FUdPWho79pkcvL0eFsuH+DgWWrUtTZ9Cqkd+Ni+evSeTqVLE3tAsa1vnkVkw8eJTIllSltm2Nt5gjeuUdPmBd4lnaVStG5avaLcknlalA4Xy3ZTakCHkwd0AalPHeE4LskQA+fvstHY1cQE5fCbxM6MbBHHeT/geJDer2B/Qeu03fAX8z+8yAFC7oze0ZvfvyuM4X8TatIbcHC+4BMJtCgfikWLxzIp5+0ICoqiU8+X81X49dz/0HOpXaaE3dXe2Z8340PO1Rl6/6rDJuwhvCoxDybT14J0YIeLswc0p7Y5DRGzdtKupkiiS8jl8n4pVsLnG2t+XzNbtLMPE5VP1/6V6/M2svXOf4w2Gx+v6xdDxcbG8Yd2o/eYHr6+cCyVSjk6MIPZwJNKqYkCAJfV2qGWqfl9+tHJNnOO/qQUw+fvr/kMhn5rB04+TCWmYHGtZFRyhTcu3iLvbv2cub8Wa5du8bBgwcpUOBpxtPbRGhWNDTToEGtf5oaq9fr/yVCFy5cSOnS/z7WZiO3RyEYFw21kT89SqPWvzka+vLYcpk1Cpk9GkM84rPqwNkRodZWlVGpAkhOXfjczhje/ZXUK9DrYxAEOxzsPpBkF5q8DKXMFU87acV9HqYcJE0XTXnXDyXZARyJ3oRSZkUtd+kFhWIyYzgVe5oG+erjqJR+5jFNl8G6kECqupairFNhyfYA95Mj2R56mR4Fa5Df1vjzYn/eOkFMRhrfBjRHZkIkzSCKfHv6IB62doysYHrarEEUmRh4AAeVivF1jasa/CoO33/Exqs3GVyzKhXye5vNL0B8ajpj1+7Bz82Zie0bmdX3iwRFxjN63jY8nO2ZNbQDNlbmLaj0Ot4VAarV6pmxOJCvp+7A39eNxVP7UDPAuM9RbiKKIidP3WPQ0MX8MmUXTo62/Dq5O7//1oPSpY3PZLBg4X1FoZDTplVFVi4bwpDBDblzJ5whw5by46RthIZKS3HLCxRyGcN71+eXrzoQHpnIgC9WcOL8gzybT14J0XL+3kzp35q7YTF8vmin2QsIZeFqb8uv3VsSEpfIT9sCze7/kwa1KOLuyvhdB0hSm6car5O1Nd/Ua8j16ChWXLtisj8ruYJvajTiYVI8S2+9JpU2mxR2dKNf8WpseHQFzevOhr6C8r5OjFx9+bkQvfMkg1+3PsYnn9zo1Pr02GRc3FxJFZ72HnV3d8fHx4eZM2cSHh5Ow4YNafgsMjts2DCqVKlCmTJl+PbbbwGwV9hTr3Rdvv3+G+rUqcOaNWu4cOECPXv2pGLFiqjVaho0aMCFCxee3t/engkTJlChQgVq1qxJWrwGrSGTW/dvUKNGDapWrco333yDvf2/MyGDg4MpWbIkffv2pVLFygz68DPiUyIxiHoOHTpEpUqVKFeuHAMGDCAz8+njedXYNaq0pVHd7oRFPODUqVNs376dL774gooVK/Lw4cPXPleO9gPR6R6hznh9C5y38Z8UoQZDIvZ2HyCTZV+YpWsfE6s+Qn6HHshl2U8FFUWRa/FrcFEVxtdWWjGWuMwIriWeoJprc+wU0kXkrvA9yAQZLb2bS7YF2Bx6lBRdOv1MiIJOv7MfB6U1A4sZL9AeJcex9N45uhaqQHk309JGN96/wdXYSMZVbYC9yvQCNWtuXONiRDjj6zbA1cY8fRAT0tVM3HWAEh7ujKxr3gI+BoPI+A37SFJnMLVHK+ysVGb1n0V0UirD525BIZcxZ3hHXB1yp0fkuyJA4xPTGPXtOjbsukSXVgH8+eMHeOUzvfhVTnPl6mNGjVnB199uRqcz8O3XHZj7Z1+qVimUa2nUFiz8V7GyUtK9a3VWrhhKr561OH3mAf0+WsC06XuJiTVvj8icoE7Voiz6rTc+ns589ctW5q86jsGQN+dc80qI1itbmK8/aMKp24/5fvWBHDvnW61wAYY1qs72y7fZevGmWX1bKRRMaduc2NQ0fjpwxGx+WxcrQf2Chfj99AnCU0zvNduoQBEaFSjMjMuniE6XVlDnZUaWqYObtR1JGnW2X7NaRdyZ/WElRq6+zLT9dxm15jJTu5elVAEbkrTG9Vxt2aIl0eGR1CpXlSHDhnL06NMiVKNHj8bHx4fDhw9z+Flxo0mTJnHhwgWuXbvG0aNHuXbtGoIgIBNkyK3kHDh6gF69elGlShVWrVrFlStXsLH5Z12YtLQ0atSowdWrV6lXrx6rFq9BLij5+ONPGD16NOfPn8fH5/Xr5rt37zJ48GCuXbuGs5Mbi+evIjEtgn79+rFu3TquX7+OTqdj7ty5/7J9PvaVa9SuU5W/FsyjZs2atGvXjt9++40rV65QpMjrC7ja2bRBLvMiOfUvY55q4D8qQgEc7T+SdP/Q5BUIKMjvIO1MZ2j6ORI0jyjv2kPyIu5EzHbkgpza+aRXxI3XxHM89iT18tXBVSU9ApmsTWPjkyPUdi9HcQfjiqeciX3IyZj7DCxaH0el9IJK8Kytx5UDWMmVfF6+gVE+skjWZPLr+aMEePjQsYjxFXqziEpN5deTx6jp60enkqb7y+L7fYEkqjOY0q4FKoV503CXnbjI8XvBjG1Vn1I+OdNGI1Wdyci5W0lKUzN7WAd83Z1zZJyXeVcEaEh4PEPGreZBcDTff9qGjz9qhFKZd+nA2eHho2i+HLeOTz9fQ0xsCp9/2pIlCwdSv15Ji/jMQ0RRJEOtITY6mcePYrh17QnnTz3gyP4b7N5ykX3bL3Mi8DZXzgdx/3Y4YU/iSUxI+0+1DnkfsbezZkC/eqxcPpT27QLYu+8avfvOZ/6Cw6SlZeb19N5Ifi9n5k7qQdsm5Vix+Sw/ztyNRps350TzSoh2qFmW4a1rsvPcbWbtOJlj4wxpVJ2qhX35aVsgj6LNGzEv5+PF0NrV2Hb9NvvvmCeqLQgCPzZsjEEU+e5IoFkE+jfVG5Gp1zHlgmlnWB2UVnxRviEavZ5ETfYFZK0i7vSq7sfMwAf0qu5HkxI+2MiVRGckYzAiTdTe3p6LFy7y48xfsXNxoHv37ixduvSV912/fj0BAQFUqlSJmzdvPk9hFRBo16U9iZqkt46nUqlo0+ZppmTlypV5/Pgx9kpnLpy9SPvOT7XDhx++PguzQIEC1K5dG4A+vfty/vRVrt+6RKFChShevDgAffv25dixf78+WWMLgkDVKjUIDn6MXsz+cy8IShzs+5GRafxr/9/pK/ACckV+lIpC2b6/zpBCROomPO1aYaWQdhbqWvxqbBX5KOzQWJJdqjaRSwmBVHRpgKPSVZItwO6IvYiItPI2Loq58ckR1PpM+vq3MMreIBqYfnsfPjbOfFDQ+Gje8chHHI14yLgKjXG3Nq1664zLJ4nLSGdp8y5mWVj/cOwwGr2enxo1MdtCfdetu+y+dY9P6teilKd5z91dDYlg+r6TNC1blA9qlDer7yz0BgPjlu3hUUQcM4d2oFSB3Ol9+a4I0Ot3wvjql60IAsz8vjuli5k3ldrcaDQ6Vqw6xdp1Z7Czs2Lo4Ia0bxeAVS6lTv8/kJ6WSUxUMmmpGaSlZpKWmkF6aiZpaX///+llJukv3Cct7emlQW/cQk9lpcDOzgo7e2ts7Z9e2tlbPft7+m9bO+t//N/O3hp7R2s8vZyRK/6ze8zvDK4udowa0ZQunaqybMUJ1m84S+DhW3wypjk1qhfN6+m9FiuVgrFDm+Hj6cz8VceJjU/l5y/b42BnnetzyRKiQ3/ZwIhfN/Lnl10okt89x8cd1Lw60YmpLD5wnkKerrStbr6N5izkMhlTurek08yVfLZmF2uG9zBr/Ydhdapz+H4Q3+w5SJUCPrjamZ6R5OvoxMc1ajH5xDH2PXxAi6LGFazMopCTKwPLVmXutbP0LFmRSh7GZ7t18i/PiYQLRKpTcFJZIxPe/h126mEsK8+GMLpRUVaeDaFGETcqFHQiODWW+Mw03K2lV363Uqpo0bgZ1erWoErFyqxZsYp+/fr94z5BQUFMnTqV8+fP4+LiQr9+/cjI+Dt12svRkwxDBhn6N6dTK5XK5+tPuVyOTqfDVu6AAKToErCzevP8X167KmQq9KI+W9VuXxxbpXBEr9Oj1UvbKHKw64VMsAMGSbLL4r8pQmXSitFEpGxCL6bj6yitLUtMxh0i1Jeo5j4CuSBtUXc6bjd6UUcd93aS7ACStEkciT5GLbca5LOS/mWdoElhS+gxGnhUopC9cV8Ie8KucSc5gp8rdkElN+5tojcY+OVqIH52zvQpVtUoH1ncT4xj6c1LfFCiPOXcTesvCnAo6CF7Htzjs5q1KeRsnt6IMalpfL83kHLengyqZdrjfZlkdQZfrN2Nh6M9P3RqmmPRrTm7TnP8ZhDjujaiVinzFWl6E++KAD165h7fz9iNh6s9v3/dhfzveOXYGzdCmTptDyFP4mjerBzDhjTC0dG4jAULoNcZCA2JI+hBFMEPowl6EE3wgygiwxNfayOTCdjaPRWGtvbW2Ntbk8/TEf8iHs+E4z8Fop3d0/s9FZBWGPSGfwrZtJeEbmoGqSnP/p+WSVxM8vPbM9Svr4KoVMnx88+Hf1EPChX1pNCzS1d3e0tk3Ai8vZ35amwb2rcLYOrvexg/cSONGpZm5PAmODvnzlEFqQiCQO9O1fFwc2DynL0Mn7CGqRM74+me+8cK8kKICoLAl10b8jg6kR/XHsTf05Vy/qavHV7Gw9GeyV2bM3TpVqbsOso3HaQFLN6ESi7n13bN6bR4Nd/sOcSszm3M8vntX7Ey2+7c5vujgdQq4IejlWlHm0ZWqMGmBzf49vRBtrbrbXTdD5kg4KiyRmcwEJuRhofNmwXYqYexjFx9mdkfVqJWEXdqFHF7/n9fL2tiM1NwVtmikGV/TXH37l1kMhmFixQhUZPC2YvnKFjw6VrIwcGBlJQU3N3dSU5Oxs7ODicnJ6KiotizZw8NGjR47sdeaU8GGSRqk57bZf95kFG1elW2bNrCwF5DWbt27WvvGxISwunTp6lZsyZr1qyhbp36lCpZmuDgYO7fv0+xYsVYsWIF9eu/+UidIMiQCVZoDcnY29tme75yuRuODgP5vxKhUhBFPU9SVuBkVRlHK2lVRK/Fr0Els6ekk7R02ky9mrNxeynpWJV81tILgeyN2I9O1NHGp7VkW4B1IYFoDFr6+Bt3ljRTr2X2vYOUcvShhY/xlWy3PL7O3aRoZtTsiMqEqqqiKPLDmUPYKpV8Ubme0X6ySNNo+PbIIYq7ujEowDxiURRFJu46gFqrZUq7Fihk5otCiKLIN5sPEJWUyvIh3XC0yZnd7P2X77Fo/zk61ixLt7o5E2l9mXdFgG7cfYkZiwMpXcybX77qiIvTu7mwBEhPz2Th4qNs234JT08nfp3cnapVsp8Z8v+OKIrExaQ8FZkPo56JzWhCgmKep8HK5AK+fm6UKJOf5u0r4Z3fBXt76+cCMktY2tiq8kzU6XUG0tJeir6mZpKclE5IUAxBD6K5cj6IQ7uvPbdxcLKhUBGPF8SpJ/5FPLCxzZmz5e8bpUr6MG9OP9asPc3K1ae4cDGIkcOb0LhR6XdW3DevXxo3Fzsm/LaNIeNWM3VCZ4rmQXXsvBCiSrmcKQNa0/O31Xy2aAerv/gQd0fzt9aqW6IQ/etWZsnxi1QvUoDm5YqbzXcJD3fG1KvJ1MMn2HnzLm3LljTZp0ImY1LjZnRev5rfT5/g+wamCWd7lRXjqjbgk6O72Hj/Bt2KG79utJIrsFVaEZORhouVLco3CMhroUnPBSj8fUb0WmgSAf5+PEqJJjYzFS8bp2yPn5qayqhRo0hMTESQy8hfqACLFiwEYPDgwbRs2RJvb28OHz5MpUqVKFOmDIULF36eEpuFTJDhqHQkQZtIzz49GTp0KDY2Npw+fTpb85gxfSYf9vyABbOW0r5NB5ycXv0YSpUqxbJlyxgyZAjFihVj+PDhyK10zPhrEl27dUGvM1C1alWGDh361jFlz+rldOragpHDvmLmzJls3LjxjedCTUX4rzRnfpEqVaqIWdWd3kZM+kGuR4+gbL6ZeNhlX5Qla8LZENyDci49qJbv7S/ei5yK3cWu8EUMKTIZP7sSkmxTtal8enUsAS4VGVpksCRbgNjMRPqe/ZkGHpX4oqT0nqYASx+eYPqdfSyo3p+q7sZVA83QaWm8ey4eNvZsbtLfpB/o/Y/vM+jgFr6r0Zj+ZSob7SeLn44dYfGVi6zv8gFVfMxTLXTz1Zt8tXM/45rUp3/1ALP4zGLtmav8uC2Qz1rWZUC9Kmb1ncXd0Bj6/rGWEvnzsWBUF1RmbinzKt4FAWowiMxdcZQ12y9Qt2pRvv2kNdbvcCrr2XMP+WP6PmJik+nYoQof9a+HjY1FQLyO9LRMgh8+FZlBD6OeXUaTkvT3uRe3fA74F/GgcDHPp+KsiCcF/N1RWb0fe7TJienPIrvPBPfDp3/q9L9bS3j5OOP/QsS0UFEP8hdws6T0voGg4Bh+n7aHW7fDqV6tCJ+MaY6Hx7tbvOxBcAxfTNpEmlrDz2PbU6V87mS6vMzjiHiG/rIBURRzLTU3N37fNDo9ff9az6PoeDaN7oWva/aFz9vQGwz0WL6eR3Hx7BrcB08H0442ZfHDscMsu3KJDV17EOBtWtFIURTptHMVIcmJHO46CEcjC0fevn2bwsWLcS8pBjcrW3zsjH8ew9MTSdSmU9Tew6iMPr1oIDgtAiuZEl9b6TU4DKKBJ+mhWMut8bSWZp+enk6mPJV0fQpHtp5m/boNbNu27R/3CQ4Opk2bNty4ceMf14uiSILmETIUOKn8JK2/07Uh6A1p2KtKILwmHfr27duUKvXPdpWCIFwURVHyAvW9F6GXInuj1oZS0/cAMiH7b8JTUX9wJ3kH3Qutx06R/S9Jvahn2p3hOCndGVx0UrbtstgcupVt4Tv4udyP5LeR/qUw895GdkecZkm18XjbSO+hmahJp83hP6jo4sfsar0l22cx99ZJpl4/wuqGvajuYfyPXYZOR5PNi7CRK9ndse8bd8Wyw/XoKDquW0X3MuWY1KipSb6yCE9Kps2CFZTyzMeKXl1NakHzMnciYugxZw3VCxdgTt8OyGTm321PSFXT87fV6AyGHNspfpl3QYBqtDomzdrDoZN36dSiImMGNHpn+38mJauZM/cgBw7epKCfG59/1ooylnYr/yAhLpVrlx7/LbZeSqW1sVXhX8QD/yIeFCrm+Swi6Imj0/9fCrPBIBIdkcijB8+E+bOocGhI3PMzrP9M6fWgaAlvylTwe2/EuTnQ6w1s3XaRRUuOIZMJDBrYgLatK+XI97Q5iI5L4fOfNvE4LJ5xw5vTokGZPJlHXgjR/ZfvMXbxLjrWLMs3PcxXB+JFwhKS6DxzFf7uLiwf0g2VGX/XguISaL9wJdUK+rKgewezzD9Vo6H5yiU4WFmz44NeJvcBvx4bSdtty/mobBW+rm5c+7gsgROWlkRCZjrFnPJhZeSRMK1Bz4OUKBwU1vjaSa/NAhCvSSY2Mwlfm3zYKqRnoSVoEknUJpLf2geVPPsbxsePH2fEyBFo9RpcXFxYvmQFRYv+8xz660QogFqXQKouCmelH0p59jO7dIY00rVBWCt8UMlf/ZyZU4S+178mKZm3Scw4R1GXsZIEqFqXwN3kXRR1aCZJgALcSDxFojaGNj7SqvcCpOvSORB1kCoulY0SoJHqePZEnKGldw2jBCjAogdHSddl8nGpZkbZA8RlpDHv9ika+xQzSYACLLhxnicpSaxq2d1kAaozGBh/aD9uNrZ8WbuuSb6yMIgi43cdwGAQmdymmVkFaFqmhs/X7MLJxpqfuzbPkYWNVq9n7OJdxCansfjjbv83AjQ5NYPxU7Zy5WYow3vXo0f7qu9kOp0oihw5eodZfx4gJSWDPr1q82GPmqhU7/VXd7YwGEQe3Ing3Ml7nD1xn3u3njYDz0qlLV76aSptoSJPI3se3s7vrDjIbWQyAa/8Lnjld6FW/b/T+zSZOkKCY56L+JdTeq2slVSqVpjqdYpRrXYx3N/hyF9uIJfL6NypKrVqFmPa9L3MmLmfwMO3+OyTlvgVMO43OCfxcHNgzk89GD9lKz/N2kNMfCq9OlbL9e++vEjNbVapOHebxbBo/zlK+nrQvV4Fs4+R38WJHzo35ZNVO5m5/ySftzL9+FAWhdxc+LxRHX7af4QNV27QrZLxKa9Z2KtUfN+gMYN3bmPh5QsMq2JaS7ly7l58UKL8s/odFSjmbPxnwMPGnkSNmkh1CgXtjavboZTJcbOyJyYjBVedBluF9KwhZ6U9CZoU4jRJ2MitJH9WHJUOJGuTSNQm4SHPfhp83bp1uXb1GvGZUWQY0vCy/vda2t/f/5UCFMBa7kS6LpZ0fTxOEkSoXLBFLlij0cehlLnk+HfDe72SCU1Zjkywwdu+iyS7W4lb0IuZlHP5QJKdKIocj9lKPqv8lHCUnjZ5MDqQdL2adkaeBV31eD8CAh/6GRfhC0tPYO3js7QvEEBRB+Orov556yTpei1jKxi3E5ZFeGoyf149Q0v/4tTxMT11aOmVS9yMiWZ2yzY4WpnnXOWai9c4FRTCDy0b4+fibBafWfy0LZDg2AQWfdQFV/ucOaM4bcsxzt9/wo+9mlO2oPmLNrzMuyBAI2OS+fynTYRGJvDtx61pWrfU243ygJiYZKbP3M/pMw8oUcKbqVM+oHChnGnL818hPS2TS2cfce7kPc6ffEB8XCqCACXL+tJ3aEMq1yhCoaKelmidkaisFBQt4U3REv+sCp2cmM7tG6GcO3Gfcyfvc+bYXQCKFPd6KkjrFKd4aZ93NpMgp/H2dmbKL93Zf+AGc+YdYtCQxfTtU4duXaqhyKNz7q/D3s6K3yd2YfKcvcxfdZyomGQ+HtgYRS6/dnkhREe0rsW9sBh+23SEoj5uVC7qa/YxmpUtRvfq5Vly/CLVChegXknzndfvVaUiB+8+ZPLBo9Qq5Ievs+kpv00KF6V5kWLMPHuGVkVLUNDZ2SR/X1Sux66gu/xw5hDLm3c1WsQoZXLcre2IVqeSptVgpzTu2ImblT0JmjSiM5IoaOcueT4yQYabypHozETS9ZnYSYyGygU5DkoHkrTJaAzOqGTSjvvYK51RZ6SQpkvGQZl9MS4IMqwVLqTrYtEZMlHIspceLQgCSrkbGbow9GIqCkF6dWEpvLe/GBp9HJGpO/C274hSnv0Pqs6Qwa3EzfjZ1cHFyl/SmA9TrxKREUSdfB2yVVr6RTL0GeyLPEBF5woUtJMuuELTY9gfeZ62+WuRz9pZsj3ArLsHkCNjaHHjxWNwSjyrHlykW6GKFHU07Qdl8vkjGESRCdUamuQHICw5mT/OnKShf2FaFjVP0YDH8YlMCTxG3cIF6W6GXckX2XbpFtsv32Zow+pUL2Jcn9e3sfXMTdYcvULPBpVypHz9y2wKvJrnAvR+UDRDxq0iNj6VaRO7vJMC1GAQ2bnrCgMGLuLS5WCGDWnE7Bm9/28FaFhIHJtXn+GrESvo2mQKP365nhOBtylbqSCff9eBtfs+Z/rij/jwo3qUKJPfIkBzAEdnW6rXKc6or1qzfPsY5q8ZxoARjbG2VbF26Qk+HrCIHi1+57fvtnL0wE1SU97cluB9RBAEmjcrx5KFA6lZoygLFx1l+Mhl3LsfmddT+xdKpZyJo1rRq2M1tu6/yoQp21BnaN5uaGZe7iP6OMK8vTZfRiYT+LlvS3zdnfh80U7C45NzZJwvW9enuJc74zbsJSop1Wx+ZYLA5LbNAIGvduzHYKbjdN/Wb4hSJmPi4QMm9w51s7Hl04A6HAsL5kCIcf1Ns+bgbm2HQiYjUp1s9Lzkgox8Vo6k6TSk6oz7XnJU2qMQ5MRlJhk1DyeFEwICSdq39w19GZXMCiu5Lam6JESJfU9t5M4ICKj10j5XSpkTgqBAo4/7123mPsL53orQsJS1iGjxdZR2rvFe8m4yDUmUd5Ve1Od4zDYcFC5UdJaeghEYfYRUXSptjYyCrgzeh0qm4AO/JkbZ30uOZG/4dT4sVBNPa+NTrH6/fgSVXM7HZU1LQzkb8YTtj+4wvHx1CjiYttsniiLfHDkEwA8NGpslvUBvMPDljn0o5XImtW5m1pSFoJh4ftwWSJVC+RnaqIbZ/L7ItaAIJq07RPXiBfikg/lShl5H4Pl7TFlxiDoVCueZAD1/NZgRX69FLpMxZ9IHBJTzy/U5vI3Q0Hg++2I106bvpXhxLxb+9RFdu1T7v4owabV6Lp97xPw/9vFR59kM6Dyb+X/sIy4mmQ4fVGfKvL6sP/AFEyZ3oWnrCji75HwKuYW/EQQB/6IedO9Xh2kL+rNu/xd8+WMnAqoX4eyJe/w8fiNdm07hiyFL2bDiFCFBMWZfuLzLuLra8903Hfn+247EJ6QxfOQy/lp4hMzM17fUyQtkMoGhverx6aDGnL70iNHfrichKS3X55ElRAFGT91MbKL5RNurcLCxYvrgdmh1ej5dsAO1xvyvi5VSwe89WpOp1fHluj3oDdLEw5vI7+TIhKb1ORcSyorzl83i08vegc9r1eHkkxC23b1tsr/epSpR3NmdH84GkqF7e7/KF7G2tiYuLg5RFJELMjytHUjXaUnWGr+x5aKyxUquIDojxajvIpkg4KZyJMOgIc0IISuXyXFQOJCqS0VrkP5+s1c4YxB1pOulfTZkggJruTOZ+mT0YvbHFQQZKpkrOkMqekPm8+tFUSQuLg5ra/N1aHgvCxMZRA2nQhvhoCpFBc8F2fZrEHVsCO6JjdyVtgXmSBIW4epH/Hn/c5p79aKeR6ds2wFoDBo+v/olvja+jC35mSRbgOC0CAaf/43ufo34qHAbyfYAn1xYzfm4IHY3+hRHpXGFOq7EhdH54FJGl6nLGBNEqM5goM22ZaRoMjnU+SOsFaZVK919/y4j9+xkfJ36DAwwT3XZRWcu8Ouh4/zWrgXty5kvmpap1fHBnDVEJ6eyeXRvPJ3MUwXvRaKTUuk5ZTUqpZxVX3yIs13OFma5fDeUUb9tooS/B39+0SVPqs/uOXyDX+bux9/XjakTOpHPLWdTTKSi1xvYsPEcS5efQKmUM2xII1q2KP9OnlPNCRLiUjl38mmq56WzD0lP06BUyilf2f/Z+cPiePuap5+vhZxDrzNw52YoZ4/f49zJ+wQ9iAaeVt+tXrc41WoXo3yA//9NtDolJYP5fwWye+81fPO78NmnLalQ/t3b/Dp+7gHf/bETNxc7fp/YhQI+uf9ZuxUUybBfNuDr4cz88d2wtzGtd+XbOH4ziNHzt9K8Ugkm92uZI9+12y7dYvyGfQxvXIMRTWqaza8oigxZv43TwSFsG9iLwm7GFd15Eb3BQLeNa3mcmMiB3v1xsTFtXXAy/DEf7lnH55XrMqpi9h+7VqslNDSUjIynYk8URaIznoovD2vj+xyrdRoStek4q2yxkVAgKAtRFInTJCMg4GrlgIC0eRhEAwmaBKzkVtgrpK/rUrQJiIg4KF0kjW0Q9aTrYlDK7LCSZ3/dI4p6MvVRyAVblHLn59dbW1vj6+uLUvnPdZylOu4LRKZu41bsWCp4LsLNpk62/T5KCSQw4lua+EzC316aiFoX8gd3ks8zttQCbOTSduYPRB1i5ePVjCs5lpKO0lq6APxwYwkXE+6xosZEHJXSowI3E8PoeXIeI4o3ZlCxBpLt4ekH9IPAFQSnxhPYarjR+fsAK25fZuKpA8xt1J5WhaQ/Hy+SnJlB0xVL8bSzY3P3nmbp33k/JpYOi1bToGghZpupeXQWP24LZO2Zq8zt28GsZ0my0Gh1DJy5kfvhsSz/7AOK+eTsGZyHYbEMnrQONyc7/prQHWf73K1EKooiyzadYeGak1Qu58ekL9pjb5ezixupPHwYxZTfd3P/fhS1axdjzMhmuLu/WyLZ3LyuqJBbPgeq1S5GtTrFqFS1sKV/5X+c6Mgkzp54KkivnA9Ck6n7vyxudOlSML9P30tERCJt21Ri8MAG2L1j30M37oXz1eQtiCL8Or4jZYub1rLDGE5fD+bT6VsJKOHL9E875njGzKL955i14yRj2tehfxPz9Ax/mXHr97Lzyh0WDexMtcLmO1oTnZJK67+W4+/qwpq+3c2ytrkTG0O7tSvpULIUU5q0MNnfsEPbOBz6iMDOH+Fjb/znPDD8PoOOr+f7gOb0KmZcIMEgGuh2/E90BgMb641EYUShy4ORF/j1ziq+Lt2Xeh4VJdsvC17BsZgT/FZhMq4qaRsHVxOOsf7JdHr5j6OUo7T3amDEtzxJO0uPQptQSdAnt2PHEZW2h9q+R996rNFYEfre5XiJosiT5GXYKovgal377QYv2F2LX42TsgAF7bIvXAESNNHcSDxJNddmkgWo1qBld8QeijsUM0qA3k95wvHYa3QpUN8oAQow594hnJW2fFjI+J26g+H3uBD7hDFl6pkkQBMy1Ey9eJxa3n609Df97OavJ48Tp07n58bNzPIlrdXrGbt9H/ZWKn5oaZ7U3iz237jP2jNX6Ve3co4IUFEUmbQ+kGvBEfzYu3mOC9CouBTG/L4ZK5WCGZ91ynUBqtMbmDLvAAvXnKR5/dJMndD5nRKgGo2ORYuPMnTEMmJjUvj26w788G2n91qARkcmsWxuIL3a/MGovgtYueAocrmMvkMbMmflEFbt+oSPJ7SlVv2SFgH6HuDh5UTbLlX58Y8P2XhwLD9O/5CmrSvw6F4kM37eSc/Wf/DxgEUc2HmFzIx3K13VnAQE+LNw/gC6dq7Krt1XGDBoIafPGHdeLqcoW9yHeT9/iL2dFaO/Xc/xc7k/v5rl/Jk4oBnnb4Xw/cK9GAw5GyQZ0LQqzSoVZ+b2E5y8FZwjY0xs34iC7s6MXbuH+NR0s/n1cLDn2xaNuRoeycLT2WtZ+DZKuudjYKUqbLx1k9NPQkz2N6FaAwyiyOTzR0zy09C7KNU9CjLj5nFStJlvN3gFMkHG8OKNCU6LZXf4NePm4RmAn60ny4L3opd4PhOglXdLRER2R+yVbFvWuRbOynwcj94q2ba8y4doDWncSdouyc7XsS8GUU1E6kbJY2aX906EJmVeIkVzkwKOfSQJhAj1ZWIz71LO5YPXNmh9HSdjdgACtdylp8KejD1FvCaBdj7GpdEuC9qLg8KWTr71jbK/HP+YkzH36V+kLnYK4xboOoOBKVcPU8TBjW6FKxrlI4vfL50gRZPJdzVMF3gXwsNYc+Ma/SoEUNbD+Gq/LzLv5DluRkbzQ8vGuNmZr2JtaHwS32w6QDlfL8Y0y/7miRTWHrvCtjM3GdS8Ok0qFsuRMbJITstgzLTNpKk1TP+0E97uuRvtSFdrGPfLFnYcvEafzjWYOKolSuW7U6Xy+o0nDBq6mFVrTtOkcRmWLBpE/Xol38v0W4NB5MLpB3z3+Vr6tp/BmiXHKVLC619FhYqU8HovH7+Fp1hZK6lWu9i/ihulpmQw9ftt9GzzB39N30/Yk5wtTpNX2NioGDa0MbNm9MbezpoJX2/kp5+3k5hoPmFiKr7eLsz7+UOKFHRnwm/b2LTHPGcOpdC6dmlGdKnD/jN3mbX+WI6OJQgC3/dsRjGffHy5dDePoxPMPoadlYqpPVqTpM5g3IZ9ZhXWrUsXp2WpYsw6dpo7UTFm8Tm6eg38HJ2YcPggmRLPc76Mr4MTw8tXZ/ujO5yNeGK0H0EQ+KpCI+Iz01lw57TRfhp6lqKUow/z7x1Ga5D+2OSCjL7+LQhJj+Jw1CXJ9vms3KnlVoMj0cckFymSCwpq52vH4/TbhKTdlWTrbl0CH5sAbiSsl3Q21EFVEmfraoQmr8IgmvZeeB3vnQh9krwMhcwJL7v2kuyuxa/GRu5KUcfmkuzSdSlciD9IBZe6OKmkRZb0op6dEbspbFeIso7Sm0bfSgrmbPwtuvk1wk4hPcokiiKz7x7E3cqebv7VJNtnsf7RZR6lxDG2QiOToo234qJZdecKfUoFUMI1+/2UXoVGr2dC4AF8HBz4pEYtk3xlcSMiirknz9GubEmalzSfiNPq9XyxdjeiKPJbj5ZmbXCdxfl7T5i6+Sj1yxZmWCvznU15FZkaHV/M3EZIZAJTRrWjuJ9pr6VU4hPTGP3tOs5eCebzIU0Z/GGdd0bcqNUaZszaz5hPVqHR6Ph1cne+/KI1jo65GyXODVJTMtiw4hQDOs9iwuhV3Lr2hK59arN06xh+/ONDS1Gh/2NeLG60YP1wfp3bh4pVC7F17VkGdJrF+FErOX30bo5HwvKCUiV9mDenH/361OHY8Tv0+2gBhwJv5fW0nuPiZMus77tTM6Awfyw8xJwVR3O9sFSf1lXp2rgiq/ZeZNXeizk6lo2Vkj8GtUUhE/j4r+2kqo2LtL2Jkt75GNuqPifuBbP0hPkejyAIfNuiMY421ozdvg+NXm+yT2uFkh8bNSE4MYE5F86a7G9o+Wr42jvy7ZmD6Ewo0FTe1Ye2fmVYdPcskenGVTUWBIERJRoTpk5g2xPjNljq5CtPEfv8rAjeh84g/flu49Manahjb+R+ybaVXRphI7fneMxWybblXT8kXR/Lw+QDkuwKOPQlQx9GbPohyWNmh/dKhGbqoohNP4iPfVfksuwv6hI1IYSmn6W0c+ds99LJ4kL8AbRiJnXcpYlegPPxF4jJjKWtj3HnClc93o+z0p72+aWlD2dxJSGEi/HBDChSz6iD2gCZeh2zbp6ginsBGvuYJsx+PncEJ5U1nwSYHglcfvUy9+Pj+L5BY+xUpqf16Q0GJu46iKutDV83M71lzIssOHyOa08i+aFzUwq4OpvVN0B8SjpfLd2NXz4XJvVpgUyWc4JMFEV+WXaQy3fD+G5QC6qWzt0iHHEJTwVo0JM4Jn/ZgQ7NzN+Q3Fji4lL55LPVbN9xiU4dKrN4wUCqVjF/2nVeExeTwoIZ++nV5g8WzjyAWz4HvvqpEyt3fsKAEY3x8nHO6ylaeIcQBIGKVQoxcXJXVuz8mD5DGvD4UQzffb6Wwd3nsG/7ZbRa0xfX7xJKpZw+veswf25/fPO7MGnydub9FfjOiG5rKyU/j21Ph+YVWL31PL8vOJirQlQQBD7t2YBGVYoxc91RTl59lKPj5Xdz4reP2hASk8BP6w7lyGP9oEZ5mpYtyox9J7kXGWs2v662NvzYsgl3omNYdMY8Areunz/tS5Ri/oXzhCQlmuTLWqFkfLWG3I6PYdODGyb5+qxcA/SigTm3Thrto3a+YpR3LsCih0eNEpGyZ9HQ8IxYDkdLj4Z6WXtS3bUagVGHUevVkmyt5DZUd2vB7eRzxGuiJNnmt62Gi6owNxOlpda62zbEWuFLaMoqSXbZ5b0SoRGp2xDR4+PQTZLdvaRdCMgp4SStPYpBNHAu/gCF7MrgZSO9t+eBqEA8rTyo6Fxesm1wWgTn4m/TIX9dbOTGpdEue3QCF5UtHf0qG2UPsDHoKtEZqYwpW8+kaNOZiBCOhwczokINnKxMK/+cmKFm9vkz1C/oT+NCRUzylcWaS9e4FRXN+Kb1cbIxX3nq+5GxzD9yjlYVStC8nHn6l76IKIp8s3I/KepMpgxoneMVBzcdvsauk7cY2L4GzWqUzNGxXiYuIY0x360jMiaZ3yd2pnYV87z25iAoOIYRo5cT8iSOn37owsgRTbGxeb/OPD4JjuWPn7bTt/0MNq8+Q/W6xZmzcgi//9Wfhs3LoVL9f1REtWA8bu4O9BxYn+XbxjBuUmdUKgXTftxOvw4z2LjyFOlp5o9S5SWF/PMx449etG8XwPoN5/jhp63vTCsXuVzGZ4Oa8GGHqmzddzXXhahcJuO7QS0o6puPb+bvITQ6MUfHq1qsAENb1mTvxbvsOm96m5KXEQSBbzs0wdHGiokb96PTm69tS5MSRWhaoihzT5wlPMk8vU+/rF0XuUxg6qkTJvtq5V+cCu5ezLh0iky98WmdBeyd6eRfng1BV4lWpxjlQxAEBhStS4Q6iQMRN43yUcOtDP62Xmx4ctioz0Rzr6ZkGDI5HiNdTFdzfdon9kKctIimIAiUdGpHXOZ9YjPuSbCT42PfhcSMs6i1xqdUv473RoSKokhE6iacrapiq8y+IDSIOu4n76WAXU1sFW6SxnyYepUETRRVXZtJnS5BqcE8SH1AE8/GyCSeQQXY+OQI1jIVbfMbFzUMTo3hSNQduhWsbnQUVGvQM//2aSq55aemh3QRnoUoiky9eAJPW3t6l6potJ8sZp87S6pGw1d1jDsn+zJxaelMP3qKmv4FaFnKfEJRpzcwcdN+HKytGNemgdn8vsi6Y1c5cSuIj9vXzfFCRNfuhzNt1WFqly/EwPY5m/L7Mi8K0KkTOlOxjPmqEJrKpUvBjB6zEp1Oz/Tfe1KzRtG8npJZuXMzjB/GrmdQtz8J3HudFu0rsXjTKMb91JkiJbzyenoW/oPIFTIaNCvLnysH8/OsXuT3c2PBjAP0bjudpXMDSYzP/X6WOYVcLmP0yKYMG9KI4yfu8tkXa96Zc6KCIDCsV708E6LWVkqmjGqLIMDYmdtR57BAH9CsKpUK+zB5w2FCYxPN7t/Fzobx7RpyMyyK5SelR9HexPimT9c7kw8eNYs/L3sHBgZUYef9u1yOCDfJlyAIfF65LmFpyay9a1xRoCyGlqqFXjSw8K7xqcL1PErgb+fO8kcnjXo/C4JAlwINCUqL4GKCtPOZAIXtC1HUvggHowIxSCxw5KRyp4RjZS4kHEInsedoEcemyAUV95J3SbLzsu8IyIhI3STJLju8NyI0KfMial0w3g5dJNk9STuLWh8vOQoKcC5uP7ZyR8o41ZBseyDqENYyK+rmky4iYzOTOBR1kebe1YyuiLsi6BRWMgXdCxp/FnTb4xuEpScxorRpZ+6OhQVzPiqUURVrmtwT9HFiIiuuXaZr6bKUcDOP6JoaeIJ0jZavmzc069nCFScvcSM0ivFtG+Jqb74iR1k8iIhl2tZj1C7tT4/6Fc3u/0ViE9P46s8deLk58P2Qljma8vsy77IA3bvvGl+OX08+Dwf+nNWH4sXfD1Emik+LDY0dtowx/RZy9UIQPfrXZcX2jxn5ZWtLT08LZkEQBCrXKMKUuX2ZsXQgFaoUYu2S4/RuN53Zv+4iItT8hWTyAkEQ6NqlGt9+3ZEHD6MZMXo5T0LfjQJNeS1E83s48+OQVjwMi+XnJQdydGy5TMakvk97ho5fttes0cosWpQrTqPSRZh94BTBMeZ7/+Z3cmRY7Wrsu/OAE48em8Xn4ICquNva8vMJ088F183vT3UvX2ZdOY1aZ/xmgp+9C239yrL6wSXiM43brJEJMnoXrs3t5HAuxAUZ5aORZwBuKic2PDlslH0Tz8ZEZUZxPUl6NLaaa3PSdEncTj4vyc5a7khB+7o8TD6AzpD9rBJrhRduNnWISN2CKJr3aMR7I0LDUzYiF+zwsJUWlbyXtBMbuSsF7KQJySRtHHeSz1PZtREKmTThlKxN5mz8Oeq418ZGLr0gybawExhEA52NrIgbl5nKjtArtPWthKuV9Ka58PSM5Nxbpyjj7EkDb+PTHp9GQY/ja+9E9+LS05JfZsqp4yhkMrMVI7ocGs6mazfpXz2Aou7SIuVv4nFsArMOnKJhqcK0LG/+NNxMrY5xS/dgb2PFDz2b5WhhHp1Oz7g5O0lNz+TXUe1wtDNfuvLbSE7NYMx36985ASqKIkuWHmPK1N1UrODHzOm98PR4c5+t/wJ6nYEj+28wotdfTBi9irCQOAaNacqKHR/Td1gjnF0thYYs5Awly+TnmyndWLB+BI1alGPP1ksM6DyLyRM38fBeZF5PzyzUq1uCab/1QK3WMGr0cq5dN3/6mzG8LERnLz2Sq+PXLF+IIR1rs+/MHdYdyNmKvT6ujkzs3phrwRH8tfeM2f0LgsDX7RuhUij4ZvMBs54D/qhGZQq6OPPjvsNoTKxsC2CnUvFpjdpcjAhn78P7JvnKiobGqNNYcdu013BY6Vpk6LUsuXfOaB9t8lfAVWXH0kfGpRsrZQo6+NblUsI9HqaGSbav6lIZZ6UTB6IOSrYt5lABF6UH5+L3SbYt4diGTEMKj1OPS7Lztu9Mpj6SeLXx53FfxXshQnWGVKLT9+Jp1wa5LPsRpXRdHCFppynm2AKZIO280sX4QxgwGJWKezj6KDpRRxPPxpJtM/UadoefpqZ7WbxtjIv0rQs+i9agp3ch44Xa7tDbBKfGM6KMaVHQ/Y8fcC02ko8r1UIlN60q7MWIMPY8uMfgylXxsDNOXL+I3mDgu72BeDrYM7xOdZP9ZWEwiHyz+cDTH6EO5u01msWM7Se4Hx7L9z2b4eaYs8JgxrpjXL0XxoQBzShWIPcq4WZqdIz/dSthkYlMGdfpnRGgGo2Oyb/uZMWqU7RoXo7Jk7pin4vCPCfIzNCyY+N5Puoym8kTNpGZqeXTr9uxdOsYuvSqhe071H/VwvtNAX93PpnYjuXbP6Zzz5qcPX6P4T3nM37USq5eDM71Sq7mpnTp/Mye2QcnZ1u++HLtO1M5N0uIdmlViXU7L7Juh3l6U2aXfm2qUa9SEWasPcqlOzkrzltULkGbaqVYuO8clx9KFxhvw8PRnrGt63ExOIx1Z01LT30RlULB180bEhSfwOKz5kn37VK6LMVd3Zhy8rjJ1XereRWgfv5CzL12llSN8ee7izq607JAKZbfv0CyJsMoH1ZyJT38a3Ay5j4PUqQV+cmitXdNrGUqtoZKE3QACpmCRh4NuZ50g0i1tE00mSCnqltTHqVeJyZD2vvTxzYAe4UX95J3S7Jzt22EUuZi9pTc90KERqXtxiCq8XboLMnuQfI+RPQUd2olyU4v6rkQf4Ci9hVxs5KWXqcz6AiMPkw5p7J420hPzTscfZlkXRodfetJtgVQ6zWse3yWBp4lKWhvnIg1iCJzbp2kmKM7TfOXMMpHlp/fLx2niJMrHYtKb1HzIqIo8vPxo3jY2TEooKpJvrJYc+kat6NiGNeknlkq7Gax/tw1LgSF8UWreng4mi6WX+bkrWBWH7lMj/oVqVsmZ6uv7jl1i3UHLtOjeQDNc7EQkcEgMmnWHq7cCmX8yBYElMvdKryvIyUlgy/HrePgoZsM6FePLz5rhSIHWu7kFqkpGaxZcpw+7Wcw+9fdODrbPo9GNW9X6Z3qvWrh/wu3fA4MHP00Ct9veCMe3otk7NBljOm/iJOHb78zlWaNwcfbmVnTe1OqpA+TJm9n1epT74S4FgSBUf0aUr96MWYvO8Lh09LPwxmLTCbw3aAW5PdwZvycXUQnGFeYJruM69oIHzdHxi/fS3K6cULnTXSsXIZaRf2Ytvc44QnmKSYEUK+IP01LFGWOmYoUKWQyxtWpz+OkRFZdv2qyv88q1yE+Q83im6ZV8h1eqjap2kyW3zd+M6RrwWpYy5WseHTKKHsHpS1NvKoQGH2JJE2qZPsGHvVQCAoORgdKtq3s0hgZcs7HS2v1Iggyiju1Iiz9Aina7ItfmaDCy74dMemH0OjNd1TgvRChEambsFMWw1GV/XROURS5m7wbT+tyOKukFdW5l3yRJG0c1dykR0EvJFwkUZtEUyOioKIosiX0GIXsvCnvZFwK7LYnl0nSqulT2Pg2KAfD7nEvKYZhpWojMyGKt+PRbe4mxPJJQG2T+osC7Hlwj8uREXxaoza2StPOlULOFSMKT0zm9z3HqVnUj05VTBPeryI+JZ1vVu6jqLcbH7eva3b/L3LvcTQ/Lz1IQAlfRnXN2bFeZu6KowSeusvw3vVoWrdUro79OiIiEhk1ZgW3bocz/qu29OpZ653pTyoVvd7Ajo3n6dthBkvnBFK0hDdT5vVlxpKPqN2wVK6e+bVg4U04ONrQo39dlm8bw8gvW5GcmM4PY9czut8C7tw0fxQrt3B0tGHKL91p3Kg0i5Yc4/dpe9Dp8r5VjVwu45sxrShb3IcfZ+zm6u3QXBvb3taKKaPakaHR8tXsnWi0pqecvg47axWT+7YkOjGFn9cHmn0TQBAEvuvUBBH4bot5z9mau0hRvYL+1ClQkFnnTpOUYZogr5DPm+YFi7HgxnmSMo33VcrFk0Y+RVly7xxpWo1RPpxVtnTwDWBX2FWiM4wT7O3z10Fj0LInQnrqtpPSiWquVTkec0JyuxZ7pTOlnapzKeEwWoO0x1/MsSUA95P3SLLztu+CiJaotB2S7N6EWUSoIAgtBEG4KwjCA0EQvnrF7V8IgnDl2d8NQRD0giC4PrstWBCE689uk7ylkaZ5QHLmFbztO0ta8EVn3CBJ85jixhQkit+Pg8KFko5VJNtmtWUp51RWsu31pEc8SgunQ37j2qHoRQMrg05S3rkAlVyNq2YriiJ/3jqBn70Lrf1KG+UDQGcw8Melk5R0yUfrQqZF0DJ1OqacPE4JN3c6lzKPsMuJYkSiKPLDlqc9yL7r2MTsAuXFdiyT+7XCSplzLTGSUtWMnb0DJztrJg1vnavRvg27LrFm+wU6t6xEj/bmiXqbyu074YwcvZyExDSmTO5Ok8bm32DILW5fD2V0v4XM/nU3RYp78efKwUya2ZMKlf3/s6LawvuPlbWStl2qsmjjSL74vgNxMSl83H8hf/y0naR3pNqsVFQqxfMNrd17rzFuwgbS3oE2NVZWSn4Z1xHPfI589ctWHofG5drYhfO78c1HzbnxMILfVx3J0bHK+XvnaNuW/C5OfNK8NifvP2b7ZfP5f7FI0fGHwSb7EwSBcXXqkZSRwZwLxlelzeLTgDqkaDKZf934M50Aw0vVIVGjZvVD41OPexWuhUE0sDbYuPO//nbeVHIuxvbwk+iN6Dva1LOx8e1a3Jqj1qdyM+m0JDsHpRc+tpW5l7QbUUJ1XntVcRxU5QhP2Wi2TROTRaggCHLgT6AlUBroIQjCP9SJKIq/iaJYURTFisA44Kgoii/Gcxs+u12yqgtP3YSAAi/79pLs7ibtQiHYUMihoSS7BE0091MuU8W1CXKJ50hNbcuyNew4DgpbGnkGSLYFCIy8RWh6An1NiIIei3zEjYRIhpWqZVL0ctODGwQlJ/BZ5TomRVMBVl6/SkhyEuPr1EduYkQVcq4Y0Y7Ltzl+L5gxzWvj62r+IjXrjudOOxa9wcDX83YTk5DKLyPb4uaUe8Vojp65x8wlgdStVpTR/c1brdhYjp+4y6efr8baWsmsGb2pUOHdSA2WSmJCGtN+3MbHAxaREJfKuEmd+XVOH4qW8M7rqVmwkG3kChlNWlVg4YaRdPqwJvt3XmFA51ns3HQBfQ5UO81pBEF4ltrfkitXQxjzyUqio82XvmksTg42/D6xMwq5jM9+2kRcQu61zWlUtTh9WlVly5FrbDt6PUfHyum2LT1qVKRiQW9+2XmEmBTzPYfPixTtN0+RolL5POhcugzLrlzmSVKSSb5KuuajbeGSLLl5kVi18Y+5knt+ansWYuHdM2QYWXHX19aVxt6lWf/4PGk64zZ4OvjWIyYzkVNxNyTbmtKupbBdWdxVPpyLM6ZAUWtSdZGEp0sT8D4OXUjT3iNFI/2xvgpzREKrAQ9EUXwkiqIGWAu8SRH2ANaYYVwMopbI1K242zZCJXfNtp3WkE5QSiCFHRqhklDICOB8/AFAoIprE4mzNa0tS3RGAidjrtPSuwbWRvT1FEWRZY9OUsDWlQZexqUvZkVBvW0d6VCwnFE+ADL1OmZcOkUFdy+a+pnWMzExQ83sc2eoX9CfugX9TfIFOVeMKDYljV92HqWinzcf1qxoNr9ZPIiI5Y9casfy15bTnLnxmC96NaRskdwTKNfuhPH9jN2UKe7Ddx+3Ri7P29MEoiiyYdM5vvthC4ULeTB7Zh/8Cphv0yK3yEq9/ajzbA7uukaXXjVZuGEEDZqVfSdEvgULxmBnb8Xgj5sxd+VQChf1ZNYvuxjTf+F/NkW3ZYsK/PJzN6Kikhkxajn3H+R9RWAfT2d+G9+JpBQ1X/y8mXS1cWmRxjC0c22qlfHjtxWB3HqUc8/FP9q2LDd/2xaZTODHTs3I0OqYtF362cDXkVWkKDg+0WxFij6tURu5TOC3U9IL8bzMJwF1yNDrmHPVtMjqiNK1ic1IY0OQ8edV+xSqTaougy1PjDunWt2tNF7WrmwxokARGN+uRRAEqro143H6HSLV0tryFLSvi5XMgbvJOyXZedq1RiZYm61AkTlWcfmBF0uVhT677l8IgmALtABenL0I7BcE4aIgCINfN4ggCIMFQbggCMKFmJgYAOLSj6A1xONtL603aFDKYbSi2oiCRDouxh+iuEMAzippVUBNbcuyI/wkINIuv3FRzCsJIdxIDKV34drIjYjCApyLCeFibChDStY0qZLturvXCUtL5vPKdU1e5M4+d5YUTSZf1TGuXc3LrL10PUeKEf284zDpGi0/dG5qlmjti2S1Y7Gzzvl2LEcuPmDJjrO0r1eWDg1Mb6mTXULC4vlq8hY83Bz45asOWFmZfu7XFPR6A7P+PMDceYHUqV2caVN74OLy32tP8o/U2xJezF09lEFjmlmq3Vp4b/Av6sGUeX356qdO//kU3coB/syc3gu5XMaYT1Zx5uzDvJ4SJYt68cOnbXkYHM3Xv2/PtXOrCrmMn4a2xtXJli9n7yAhOedez+dtW4Jypm1LYQ9XhjeuwYEbD9h/w7RWKC9i7iJFXvYODAyows77d7kcEW6Sr8JOrnQuWpaVdy4TmWZ8kalq+fyo4l6A+XdOG129t5xLAQJcC7Iq6BQ6I1Jq5YKMdvnrcD3pYa63awlwaYhCUHJOYoEihcyKIo5NeZx6nAx99t8bCpkDHrbNiUrdid5gesEuc6yGX7XifV2ycFvg5EupuLVFUQzgaTrvCEEQXln2VRTFv0RRrCKKYpV8+Z4KwPDUTajkHrjaSBNmd5N346T0w9NaWjTvdtI5UnWJRhUkMr0tyxlquZfD0zr7Ed8XWfboBC4qW9r6VjTKHuDPWyfJZ21H10IVjPah1mmZdfUU1b18qZvf32g/AI8TE1lx7TJdS5elhJvp6acpGZnMOHaK6gV9zVqM6MS9YPZdv8/QRtUp4mH+SFlutWN5HBHP9wv2UrqQJ5/3apRj47xMXEIan/20Eblcxu8TO+PsKC17wdyo1Rq++W4zW7ddet5gPq9FsVRel3pbsHDutdixYCG3EASBhs3LvRcpuoUK5WP2zN4UKODKxG82sm2HeaJcplCzcmE+H9KUs5eD+W3+gVyr5OvsYMOvo9qRkJzOhLm7zB6lfJGcbtvSr25lSnjn49edR0jLNF9EeXzT+hhEkT+OGlcB9mUGB1TF3daWn08cNfl1HlOpFgZRZNYVaWcaX0QQBEaUrk1EejJbHxufmt23cB0i1EkciJAWjcyihVf1PGnXYqtwoKxTLa4kHEUjURQWd2yNXtTwKEWa+PW274xOTCEmXZrwfRXmEKGhwIsN+nyB122RfMBLqbiiKIY/u4wGtvA0vfetZOqiiFMfxdu+o6Qen4maEKLU1yju1EpyxOhc/H6cle4Ud6gkyc5cbVk6+BpXgTQ4NYYjUXfoVrA6Nkak8gJcjg3jZFQQA0vUwFph/IJ7xe3LRKen8VmA6VHQ304dRymX80kN4/udvsi8U+dIUmcwrkl9s0UTNTodP28/jJ+bMwPqVTaLzxfJrXYsaWoNY2dtR6WU8+vIdlipcq7o0YukqzWMnbyZhKR0pozvSH4v51wZ93XExaXyyWerOXvuIaNHNmXYkEb/qUqxltRbC//PvC8puu7uDkz/vSfVqhZmxsz9zPsrMM9b0rRtUp5+XWqwK/AGSzYYLyqkUsrfk6/6NuHC7SfM2XgiR8fKybYtSrmcie0aEpmUyvzDphf/ySK/kyP9qgew7fptbkQY1w/zRexUKj6tUZuLEeHse/jAJF8FHJz4oEQF1t69RkhKotF+6noVppyLN3Nvn0JnMG4joq5HcQrZubP80UmjxHVetmup5taMTEM61xKlvf/drYvjZlWMu0nSUnKdratirShAeOpGSXavwhwi9DxQTBCEQoIgqHgqNLe/fCdBEJyA+sC2F66zEwTBIevfQDMgW6ddI1K3AQa87aX1Br2XtBsBOcUcW0iyi80M52HqNaq4NkMmSEtFzeu2LCuCTmElU9C9YLb0/SuZc/sEziobehQxrigSQKomk7nXzlIvvz/VvQu83eANXI4IZ/eDewwOqIqHnem9NkMTk1h27jLty5WitJeHyf6yWHbiEo/jEhnftiEqhXmFW0KqOlfasYiiyI+L9vE4IoFJw1vj6eaQY2O9iE5v4Jvfd3A/KJrvP21LqaJ5WyAnKDiGEaOXE/Ikjh+/70yH9ubfVMhJLKm3Fiw85X1I0bWxUfHj951p3zaA9RvO/Y+9sw6P4mzf9jm7cXd3TwgJCRDcKdri0BbaQt3d3d3daaEOlBZ3d0KMOHEj7p7s7nx/0PTj5VdhZmcToDmPo0fft+3zzJPN7jL33Nd9Xbzw0u90dsozZ1GKG68axfTxA1j+y2E27jKsYdDZXD5mAAsmRvP9lhPsPH7KYNc5O7bltdV7FN8/1s+TOYMjWHEwkfwq5bIYbx0xFHsLc17ftV+RLvXCiEhCHJ14/dB+umVKYHu4O3o4apWK95Pkd2oFQeCOiFEUt9SzqThD1h4qQcW1AaPIbDrNidoCWXv0VVyLj0UYrmY+sgyKQmxmUtuZQ03H+X9uBEGFh9V8GjqO0d5d8u8L/gG9i1BRFDXAXcA2IBNYJYpiuiAItwmCcNtZ/+lcYLsoimdbYbkCBwVBSAGOA5tEUdx6Ptctb/kVO9OhWBiff9SITtSQ07QFb8sRWBhJk0XG125HhZrBDtJliPrEsqTpGctS29nChtJkrvCKwcFUXrGWXl/B7tO5XB8Sh6Wx/DnJ5ekJ1HW089Bg/Qumt44cxMnCgptipcfk/BXv7j2MIMD94+U7B5/L6YYmPtt9jMkDghgT6qfYvj28+eteGts6eGXpdIPGsXy35QS7T+Rw96IxDAnvHedXURR5+4sdHE0q4IGbJzNqiLwHMEqRmFjIPfd+j1aj4713ljBiuH6GWr1Jv/S2n37+L5eCRFetVnHP3WcUGQcOZvPgwz/R0IeFtCAIPHr7FIZG+/LmZ9s5miTvZl4O9y8ez8Agd178eht5ZTUGu85AP3dumjqMzSey2J+Wr/j+D0wbg7mxMa9s2KOYrNnazJS7xwznWFEpe3L0P7NapeKRkWMoamxgTaY8+WoPrpbWXBcew9rcdHIb5Ef9TPYMIcTWmU8yD6GT+brN9IzGwcSSb/PlddT7Kq5FEASGOkyhrD2P0jZp3elAm8tQCyacatokaZ2b1VxApbdBkSIOKaIobhZFMUQUxUBRFF/+4599JoriZ2f9N9+KonjVOevyRVGM/uOvAT1r/w2t2Ea7phB3a2mGRCWtx2jX1hEqMRu0W9dFQv1uwm2HYmMsbSZT31iW3/SMZfml8BjdOi3X+suXrH6acQgrY1OuC5Zf8DV2dvBlWjxTfIKIdtavo3W4pJgjpSXcMWQYFsb6z+KdPF3BhvQsbhg2GHcb5bp8b2w6ExT96ExlTJPOZn9aPptPZHHjlDhCPA1XTBxLK+KT1QeZHBfC4mm91/lb8etRNuxM5br5w5kzRf4MshJs3XaSR59YhYuLDR99eC0hwdIl9X1Bv/S2n37+nYtdoisIwp+z6bl5Vdx5z0pKSpXroknFyEjNSw/NIsDXmaffWk92vv4S0PPB2EjNa3degbmpMY98sJ7mVmXlsmdz05Q4gj2ceOmXXTS3K5vb6mhlwd2XjeRIbrGiJkVXxgzE39Ge13cf0Lt7CTDBz59YN3c+On6ETj0jYG6PGoa5kRHvJsqXU6v+6IbmNtWwvTRb1h6mamOu9hvOoeoccpvlvW/7Kq4lxn4cxoIp8RINiszUNvhajSGvaQca3fm/l82M3HA0H015y2+Iovz3U99mHMikW1uPWrDExUKaQdCpxo2Yqx3wthwuaV164xHatS3EOUyVtA76NpalXdvFL0XHGO8ahq+VPOOe3KYatpZmcV3wEGxMzGTtAfB56nGauzp5UM8uqCiKvH3kIO5WVlwdqb87qyiKvL5rP46WFtw8Yqje+/Vw6FQRO9JyuWVCHB72NortC9Dc3slLv+wiyN2Rm6bIl1j/G6erG3nqs034eTjw1A2Gdd09m8270/jqp0NMGx/BzVcr15mWiiiKfPPtft54azODon14/70luLoon+9qCPqlt/30I42LXaI7dkwo77x5Ne3tXdx9z0pOpuonk9MHSwtT3nxiHjZWZjzy8lrKq/TLlTxfnO2tePXOyzld08RzX2412JyssZGaZxdfRk1jK+/+vl/x/a8cFkWouzNvbNqnmEmRsVrNIxPHUFBbz+pk/TMeBUHggRGjKW9p4ce0k3rt5WhuwQ0DhrCxIJuM2irZ+8zwCsfPyoFPMg7K7iIv9I3DTG3Md/ny5MF9FddiprYkym40JxsO0qGVlr0aYjOTTl0zRS3SzuxuNZ9ObQV17dI6t2dzcRahukZcLS9HLSHjs01TS3HrEYJtpkkyMgI4XrsdRxN3AqykuenqH8tyGH1iWdaVJNHY3c51AfJv5D/NOIyZ2pjrQ+QXOzXtrXyTnsAVAWGEOejXtdtTWEBSRTl3x43AVIEZy12n8okvLuOeMcOxMlUmkqVLo+GVDWfMiK4fo3z38L11B6hpbOW5JVMwNpIflfNPdHR189hHG9Bodbxx9ywszJSLq/knjicX8vpn2xkS5cujt03ts46dRqPl1dc38t0Ph5k+LYpXX16IlaX8hzC9Rb/0tp9+5HOxS3QjIjz56IPrsLWz4OFHf2b3HnnzcUrg5GDFW0/Np7Nbw0Mv/UpTs7Q5N7nEhHpx31XjOJCczzcblDP4OZdIXzeunRjL2sNpHM8uVnRvI7XqT5OiL/YcV2zficEBxPl48cH+I7R06t/BHentwwgvHz6JP0Zbt37zyDdHDsXGxJR39OiGqlUqbo8YSXpDJXvL5cUX2ZlYMMcrlk1lKVR1SI+16cu4ljjHqXTpOkiul/ZgxNNiMFZGrpxq2ixpnZPFRIxV9npJci/KIhR0uFtLMyTKbdqGiFZyNmhlRxFFbZkMdbxMspx2X/UBNKKGSa7S50jPxLIckR3LohV1fF9wiCg7b2Iczn9u9myKWurZUJzG4qBYHEzlx2J8knKMDq2G+2L062rpRJF3jhzE19aO+eED9NoLoFur5c3dBwhwdGBhjLQHDP/EioOJFNbUG8SMKP5UCb8eSuWaibFE+hpGFiqKIq+v2EVWURUv3DoDHzd7g1znXHIKqnjyzXX4eTny8sOzMDY2TIH9b2g0Wl56ZT07d6Vz/bIxPPTAdIwMVOwrRb/09uKjq1NzURQ2/0UuZomuh7sdH753LWFh7rz86np27NS/6yUXf28nXnt0DqcrG3ns9d/p7NJPtnm+LJo8iOkjwvni98McSlF+brOH22eMxMfZjud/2kG7wqZQPSZF3x5MoKBaGXm1IAg8OmkMdW3tfHH4hCJ7PjhiFLXtbaxI0S8qyNbUjFsGxrGjOJekKvkZpLN9I/G0sOVjPbqh1wSMRCfq+LlQXiasvnEtE1zGk9qYRmWHtK6wl0UQHuaBHK/bLulnFwQVwTYzKGs7QXP3+UfEqAQT3KxmUd22S9I5z6Z3chYURi1YYWNy/lJMURTJbtqMq9lA7EykFWTHa7ejFoyItZdWSOpEHXur9hNhE4aHufQZSH1jWXZXZFDaVs/9YdIlxD18nnkYtaDiptBhsveobGvh+6wk5gdFEminX0bm1twcMmqqeWfKdIzV+hcFPyemUlBXz+eLZmOkUuZ5zOmGJj43kBlRe2c3z/+0A29nO26fMULRvc9m3f40Nh3K4KbZwxkzKMBg1zmbiqpGHnr5V6ytzHjryXlYWvSNbLSnAN1/IJs7bp/EgnnKSbQNRWV5A68/vZb0lBKih/hx58Mz+jufvURXZzctje00N7bT0tROc0MbLU3ttDS209LU9sff//+/P/ufd3WeuSG3sDLDytYcKxtzrP/4u9Wff7f48/+f/e+sbS2wtDFHrb5InyNfJPRIdPduT+OL97Zz3/VfsfDaUSy9fcIF/WDKxsac11+5kieeXs1rb5yJX7hssnRjRCUYNMCbp+6ZzrPvbOTFDzbzwgNXGDzWShAEHl82mbyyGp75fAs/vHgtbo7KjsUAmJkY8eziy7jx/dV8tPEQD88fr+j+D0wbw670PF5Zv4cvbpinyAPFgR5uzIoM45vjCVw9OEpvH4xYdw8m+AXwRcIJlgwchI2p/D+7bxgwmOXpJ3gn8SDfTVskaw9jlZrbwkfwdMJWjlQVMdLVT/IeXhYOTHKPYFVRPDcGjcPSSNrP1BPXsr0inpsCLsfWRJop6DjnMawr28De6n1c6b1Q0to4hyn8XvYpxW3Z+FqGnfe6ENsZJNV9S07TFmIdrz/vde5WC2jsSALkGVRdlEWohbGfpA9jVUc6jV1FRLk+Juk6Z9ra+4i0HYGlkbQvsNTGdGq6aljkLc08CZSJZVmZfwhvCwfGu4XLWl/e1sTawpNcGRCDi7n8L6kvUo+j0em4Z5B+RZNWp+O9o4cIsnfgipDz/2D9Hc0dnXx44AjD/bwZH6RcvuYbm/YhYhgzok82Haa0ppGv712IuYn+hkx/RVFFPe/8sIehET7cNNtwhe7ZtLR28tDLv9LZqeGTl6/GuZciYM5Fq9VddAXo0f3ZvPnc7+h0Oh5+fg6Tpkf1dz4VoqOti6yUYjISCjldVPOPheTfcW6B6R3g/D8FplajPbNvY9uf+5fkV8ve38rGHBt7SwIjPIgY7IdvsCsqhR6w/VfpkejGjQrhy/e3s2rlIU4mFvLkqwtxcbtwZ8TNzIx55cWFfxaiKpXApIn6K4jkMGlUGFW1zXy8Yh8fr9zL3csmGPyaZqbGvHbXFVzzzHc8+8UWPn10kUGK38FBXiwaE82P+5KYEhtCtL+HYnv3mBS9smEP29NymDowRJF9Hxg/iq2ZObyz9xBvzpIWV/hX3D98JLN+/p6vk05w/3D5ijdLYxNuHRjHq/H7SK4uZ5BME8v5/tF8mH6QjzMOyipCAa4LGM2O8nTWFidwbYB0Y8/ZnqPZePowW8qPcpXvZElr7U3sibEfxIHqg8zznIOx6vzv96LsRrOl/FuO126TVIRaG7vhYTGYU42biXFYinCeyk8rkxCGeKwG5H22LsoiVCp5TTtQC6b4W0v74stsPE6Hro0hDpdJvuahmkNYG1kx2D5G8tpTzSXkt57m3pCFsm4oMxrLSG0o5bEBM1HLcOQF+D43Aa0ocnOYNBOns2np6uTn7JNcHhCGj42d7H0AdhbkkVtfxwfTZqJW4Kbq+xPJNLR38MjEMYrdtKcUl7MjLZc7J49Q3Iwor7yWH/clMX/UQAYHeSm6dw+iKPLatzvOmC7cPNXgT6t7rvnyR1soKW/g3acXEOAjz0BLiXN89MlO9h/I5vZbJ17wBagoiqz5/ghff7iDoDB3nnhlAR5e0mX7/fx/aioayUgsJCOhkIzEQvIyy9FpdQiCgLO7LVa2Fn9ZSP5Pp/KP/8bKxhxLazPUenbLzu20tjSe3Wn9v/+8JL+ahtp8tvxyZhbO0tqM8BhfImL9iBjsS2iUD2YWvTPffalhaWXKfU9eQeywAN59aT33Xv8Vz799NSERyhUdStNTiD7+5Cpee2MT9vaWxMb49clZrrpiCBVVTfyyIYHwIHcmj9b/YfK/4eVix4NLJvDi19v5fV8q8ybob2b4V9w7azR7U/N4ffUevn9osaJ/dl45LIo18am8t+0QEyMCFVGBedjasDQuhq+OnOCOUcPwd9Rv5CbSxZUpgUGsSEniltihWJrI/465JmwQH6cc5eu0E3w44QpZe5iqjbghdBivpewio76CCHvpo0sD7bwYZO/D6uLjXOM/QvJ9op+lO4PsgthScYwrfSZJXj/OeSwJ9YmcbExlsP35p2OYqs2JshtDcv1eZmlvwVSCH02IzXT2VrxIZUcabuaG+aycyyVfhOpELQUte/G2HI6JBCMjgJSGA9gaO+JnGSFpXbu2naSGFMY4jcJIJf0l3lEZj4nKmAku0gtYgN+KEzBTGTPDU160RadWwy95SUz2CMHL0k7WHgBrczNo6e7i+gj9zXm+SjyBt40t04P0fxLY1tXNN8cTGR/kT6S7q9779fDB9kM4WJqzdLS8OJ1/4t3fD2BuasKdM+VH7fwbmw9nkpBVymNLJ+Ni3zvdyJ83nODA8VzuXjae2IG9k0H6V6xZG8+69YksXBDHwgWGcxxWgu5uLR+9vomt65IYMzmCh5+dg6mZYTrjlyparY7inErS/yg4MxILqSytB8DUzJjQaG8W3TKeiMF+hMf4YmUj3VhOCUxMjXFwMcbB5fwfaomiSEVJHRmJhaSfOPOzrXzvTIi52khFQLgHEbF+DBjsR0SsL46uF24370Jk7OQB+Pg588wDP/LQLd/w8AtzGTNR2j1Cb2JmZsyLz8/n7vu+59nnf+PD96/Fz7f3H/YJgsDdy8ZzKr+S1z/dRrCfM75e+o3onA+Xjx7A5sOZfLz6AONiA3G0tVT8GpZmJtw7azRPrtzK5hOZXB6n3PvBSK3inikjuWvletYlZrBgqDL+FTcMG8x38cl8cTieV6+QljTxV9wSO5Ttebn8mpnOddHy7l0BrExMWRgcycrMJKraJuBiIS/fflFANO+l7eO73AReHSotlrGH+T5DeDplLQl1hQxxlK6Ym+IWxxtZP5LeVECkrbTRpkjbCKyNrDlSe0xSEQowyH4c8XXbyWw6ziD781fl+ViNRi2YUNC8p9eK0Etep1PZfpJ2bR0B1tJmOts0zeQ0JxNlN0ayIVFifTJdui6GO0qfpezSadhdmchIp0gsjaTf+LRruth8+iST3QdgYyzvxmlTcQb1Xe1cEyy/eBRFkZWZiQx0cpUtqeghuaKchPLTLBsUq0gX9OekkzS0d3D7KOWKjWN5JRzNK+Hm8XFYKuSy28PhzCIOZhRw89Q4HKzlG0T9E40t7bz/8z4iA92ZM045k6Z/IiWzlM++28+4YcEsurz3MkjPZf+BbD77fDdjx4Ry682Gl4npQ3NTO0/e8z1b1yWx+IYxPPHygv4C9DzoaOsi+UguP360k6du+IpFQ57jjive5ePnfiP5SC5BA7y45YnLeW/NXaxJfIHXv7+NpQ9MY+i4sD4rQOUiCALuPo5MmjOYe16az2ebH2TVied4/svrWXDzeMzMTdj6yzFeued7rhn9MssmvMobD/7Exh+OUJBdjk7Xb5b0b/gFufD+NzcREOLGS4+u5udvDsg2QekNrKzMePXlhZiaGvH4k6uoq2vpk3MYGal54cErMDUx4qm31tPeoUz8yD8hCAKPXTeJji4N7/+8z2DXmT44jAgfVz7YcEhxk6LxYQFEebvx6a5jdOmZydmDo6UFi2IiWZeWSVmjdBfYc4l19yDGzZ3lSQlo9fwOuTY8hm6djp+y5Ue/2JqYM8s3kvVFaTR2yXNmnuw+ACsjM9YWyzNxGu0UhZnKhO0V8ZLXqgU1wxyGklyfQrtW2vl9LEKxM3YipUGaMZKJygIvi2EUNO9FlJhTKpdLvggtaN6LWjDF21LafFta42F0aImyk24MdLT2GE4mjgRZSZ/nPFabQbOmjSmu8uSA28rTaNV0Mt9niKz1cEaKG2jtyEgXP9l7HK0oIaehluvCY/WWu36VeAJrE1MWRuhvrNCp0bD8aALDfb2J8VJGRiWKIh9sP4SbrRVXDlP26ZFGq+Pt3/bh7WTL1WMHKbr32Xy8+iDNrR08vmxyr8hw6xtbefadjbi72PL4ndP6bI4xM/M0r7y2gfAwDx5/9PJe+dnlUlZcy33Xf01GSgkPPz+HpbdPvKDP25fUVDSyf3MKn724jnvmvs/82Gd4/Lov+P6DHdRWNjH+8mgeevNKlu96lB8OPcVTH13L3OvHEhrtg1EfuTIbEmtbC+LGh7PsgWm88cNtrE54nvfW3MXNj19OUIQnyYdz+Pi537jj8ndZNOQ5nr7xa376eBcpR3PpaDN8oXAxYu9oxRufLmX81Ei++WQ3b7+wnu5u+aHthsbN1ZaXX1hAY2M7Tz69hvb2vvm9Ojta8+x9l1NYWstbn+/sleLd192B62YMYeuRLI5nKBun0oNKJfDwvHFUNbSwYpcyzrM9CILAvVNGUdHYzKpjqYrte9PwIQjAl0eUOe+NMUMobmpkR768eJQe/G0dGOvpx49ZyXTr5H+mrg0aTIdWw68F8opZc7UJMz2j2VmRQWOX9LxgcyNTxjhHs68qmU6t9M/bCMdhdIvdJNQnSVqnElRE2Y0htzmZVo20jF5/6wm0aWuo7OgdV+1LWo57thTXWCXtaXZKwwGcTb1wN/OTtK6pu5m0xnSmu0+T3EEF2FERj4OJDbEOoZLXAqwtPkGAlTOD7OVJG0/Wnial7jTPxk7RqzBYkZGInakZswL0m/sobWpka14ON8UOwUqPOYMe1qakU9XSypuz9R/G72FfVgHJxeU8O3cSpsbKfqR+P5JGXnktb994OSYK791DSk4Zv+9L5Zppgwn2Nryrqlar47l3N9HU0sGbry7GyrJvnHBPlzfw5DNrcHS04sXn52NqeuF2FE8mFPLCo6sQgFc/vpaBMfJily5VNN1aju/N5ODW1P8jrQ2J8mbhLeOJiPUlPMYXa1vDqAkuJoxNjAiN9iE02od5N4xFFEXKi+v+Zya2R8KrUqsIjPBgYFwAk2bHEhB+4c5A9jYmpkY89uI8vH0d+e6LfVSU1fP0G4uwtbsw32Ohoe489cQsnnluLa+8toHnnpnbJw7LQ6N9uWHRSL7+5TBR4Z7MniJvdEgKyy4fxrajWby+Yic/vngdpibK/3kaE+jJZTHBfLvrBHNHDsTVTp6U9K8YHuRDXIA3X+w9zryhkVgoYE7oZmPN3KgI1iSncceoOFys9Tvv1MAgvG1s+TrpBNOCgvXaa2lELDfuWMv2olxm+su7H46wd2Owkxff5SawLCQOlYx72nk+g/ml6BibylJY7C/drHGK21B2VMZzqCaNia7SZLWBVoE4mThxtPYYo52kjWJF241hf/VvpDUeYZjj+d/v+liN6lVJ7iXdCZUrxW3oqqGwNYNoO+mmNfF1J9ChY4QMKW5DVwvH6zKY7DpYlqFQbnMlJxtKmOs9WHYB+V1uApZGJsz1k//mK29tZntRDleGRGFmpN8X5TfJiagEgaVR8mcMeujWavnyyAkGeboz3Ndb7/0AdDqRD3YcxtvBlrmDlXUebG7v5ONNhxkc5MnE6CBF9+5Bo9Hy2oqduDpYc9Oc3nHD/WbVYRJSi3ngpkkE+7n0yjXPpampncefXIVWq+PVlxdib6/8nJBSbFufxON3fYedvSXvf3tTfwF6FsW5lXz12kauHfMyL96xkoQDp/5HWrs64Xne+OE2lj0wjbjx4f0F6N8gCAIevo5MnnuWhDf+OZ7/4noW3jwOUzNj1q88xJ2z3uOeue+z8YfDtDTJk7hdagiCwDU3j+exl+aRlV7Kvdd/RUlhTV8f628ZOSKYO26fxKHDOXz6+e4+O8fSBSOIG+THe1/vJju/0uDXMzUx4pHrJlFS2cDKzdLlkefLvbNGo9WJfLThkPJ7TxlJbUsbPxyW1hn7J24ZORSNTsc3x/XL+QRQq1RcPyiWhPLTJFeU67XXBK8AvKxsWJmp37muCRpCcUs9Byrk5cWG2rgzwNaTtSUnZHXto+wCcTW1Z4cMSa4gCIxwHEZ6YwZN3dIk065mvriYepNSf2FLci/pIlSuFDe14SCAbCmul7kn3hbSHUx3VyWgFXVc5iZPiru2OAEjQc3lXoNkra/rbGNjcTpz/QZibSy/O/VDVjI6UeSacHnn6KGps4NV6anMDA7F3Vp/o5wN6VmUNjZx+6g4xeSf29NOkV1ezZ2TRyjiWnc2X28/TkNrOw/OHWcwueqP2xPJK63loWsmYGFmeNfMo0kFrPj1KDMmRnL5pN6ZPT2Xri4Nzz6/loqKRl54bh4+3oY3x5CDTify9Yc7eefF9QyM9eO95Tf2O+ACbS0dbF11jPsXfsSt09/m9xUHCY/15bnPl/Hj4f+V1hoboNvxX8HazoK4CeEse3A6b/54Oz8ceorbnpqFRqPj4+d+Z8nIF3n9gR9JPpLbP0cKTJg6kNc/WUpbayf33fA1Scfl3fT2BvPmDGH+vCGs/e0Ev641XEH2T6hUAs/cOwN7WwueenM9TS0dBr/m8Eg/pgwL5duNxymqqDfINbyc7FgyPoYNxzPIKFa2uB7k68G4UH+W7ztBU7syr5ePvR2XDwjlp4ST1Lfp/2BpQUQk1iamfJWon8RXrVJxTVgMR8tLOFUv/6HONK8wnMws+S5H/nnm+Qwht7mK1IZSyWtVgorJbkNIrM+mplOaNBZguOMwdOg4Xift/IIgEG0/hqK2TBq6qiWt7U1J7iVbhOorxfW2CMbRVJqtc01nDadacmQZEsEZKW6wlRd+ltKNfDq13WwqS2aiWzj2JvK6Oqvzk+nSaVkSJN8kpkur5efsk0z0DsTH2k72PgA/p6XS2t3NTTH6m9ZodTo+PxxPmIuzYrmgGq2Oj3YeIdDFgRnR8uQif0dZTSM/7E3i8qERRPgo5+B7NqerG/ny9yOMjQlkXKxhOq1nU1HdxIvvbybAx5kHbppk8Ov9FaIo8tY7W0g5WcIjD80gOqrvHHn/iY72Ll56dBWrVh5ixrzBvPT+Yqyszfr6WH2GKIqkxRfwzqOrWDzyRd5/8ldamzu46bGZfHfgSZ75ZCnDJkboHYnSz99jY2/J7KWj+Xj9fXzw2z1MWTCU+L1ZPH7dF9w46Q1+/GgnVacNc2N/sTAg2psPvr0ZR2drnrznBzb/ltDXR/pbbrtlIqNGBfPJZ7s4dPhUn5zBzsaCFx66gqraZl75aEuvzIfed/V4TI2NeGPlLoNd76YpcdhbmfP2b/sUv8bdU0bS1NHJtwf071z2cOvIobR1d7MyXv8Oq5WJCVcPjGJrXg4ljdKLrrO5MnQgpmo1KzLk/6wmajVXBcSwtzyXkpYGWXtM8xiIudqE30rkfZ4nuw5Fh8iuSumFsJeFJ97mXhypPSZ5bU8j7eQfjbXz5WxJrqG5ZItQuVLcqo4SyjsKiLIbK/max2qPAzDcUbrrakHLaXJbypgiswu6uyKTxu525sk0JNKJIj/mJTLMxZcQW/lzgVsKs6lub+W6CP3ks91aLStSEhnh5c0AF/2LsO3ZuRTU1nP7aOW6oBuSMymorueeKaMUce09m/fWH0CtErjrCvnBz/+EKIq89f0eVILAQ9cY3hFWq9Xx4vub6dZoeemhWZj10fzltysOsHNXOjcsG9tnwe3/Rm11Mw/d+i2H92Vx6/1TueexmRj9R4uruqomVn2+h5unvMnDiz/l4LaTTLgihndW3cnnWx5k/o3jsHfqnTihfs4gCALBkV7c+dxcfjj8NI+8fTVuPg589/52lo1/jadu+Ir9m1Po6lTGxfNiw83Djne/voGYuADef2UjX7y3Ha32wusUq9UqnnxsFiEh7rz0ynqysvWTT8olMsSDu5aO52B8Hr9uUU5m+nc42Vlyx4JRxGcUs+1IlkGuYWVuyp0zR5KQW8bulFxF9w73cGHawBC+O5RIXYt0s5y/ItjZiSmhQXx3Ipnmjk6991saFYNKEPg2Rb9C2cHMgisCwvktL53mLvnnujrwzHl+zJN3HksjU6Z5DGTr6VRaNdLP4WXhTISNHzsq4mU9lBjuOIzcllyqO6V1NB1MXPGxCL2gXXIv2SJUrhQ3peEAAioG2krPYzxSe4wgq0CcTaUXcdsr4jES1ExwkZcxubbkBJ7m9sTJyDICOFRZQGlrI1cH6lc8rshIws/GjrGe+nUbN+eeorylhRtj5Lv89iCKIp8ePI6/oz1TQpXp+HVptHy66ygDPF2ZFCHdBfmfSMorY0dSDssmDVHU2OBs9ibmcjAln1vmjMDN8fwzCOXyy8YEUjJLuf+mSXh76BeMLZctW0/y3Q+HmT4tiiWLe2f+VSq52eXcs+xLSotqee7tq5m3eHifOQf3FZpuLYd3pPHsLd9w7dhX+OatLdg7WfPA64v48fAz3PvyAsJjfP9zr8uFiKmZMRNmxfDqilv4ZvdjXH3nJIpzq3j13h+4ZvRLfPbiOvIzT/f1MXsdSyszXnjnamYtGsqvPxzhhUdW0X4BugybmRnz8osLsLe35MmnVlNR0dAn51gwI4bhMf58+t1+ik/XGfx6cydEMSDAjfd+3kdTq2FkwHNGRBLo7si76w7Q1a3sA5k7J4+go1vDV/uUk1LfNiqOpo5OfkhI0Xsvd2trLg8OZVV6Kk2d+r2+14XH0Nrdza+56bL3cLOwYYJHML8WnKRLK89td573YNq1XWw5Lc9pd4rbUIraKjnVXCJ57bA/GltH/2h0SSHKbgwVHYVUdkhzhe4tSe4lWYTKleKKosjJhgMEWg3E2ljajXJpWykl7aWypLhanZZdlQkMc4zA1kR60VHcWkt8bQFzfQbLcuQFWJWfjL2JOVM85ctK02oqSagq49rwGFkuZD2IosjXiScIsLdnvJ/+0tm9uQVkVVVz68ihinUsf41Po6y+iXumjFT0ZlinE3lr7T5c7KxYOkn/AvyvaG3v4u3v9xDk7cSVl+lv+PRv5BfX8OWPBxkTF8S0cX0T6p6YWMg7721lcKwf99879YIsYA7vy+KBm75BEATe+eoGho8J6esj9Srnmgzlppey4KZxfLn9Yd786XYumzcEMwvDzy33Iw83bweuvXcK3+x5jJeW30TMqGA2/XT0P2tmpDZScefDM7jj4ekcP3iKB2/+hupK/fMYlcbB3pJXX1pIt0bL40+upqUXZjPPRRAEHrtjKiYmRrz0wRY0Bu4cq1UqHls6mYbmdj5eLU2qeL4YqVU8OHccpTWN/Lxf/8LubAJcHJgVG85PR1OobFQm8zXS3ZUxAX58ezyR9m79c05vjBlMa3c3P6fpFykT7ezOIGd3VmYk6iVtvipgELWdrewpz5G1PtLOi2BrV9YWy5PkjnOOwVgwYkel9AcHzqZOBFsFcVSGJHeg7UhUqC5YSe4lWYT2SHH9raXJDEvbc6jrqiRaliHRcVSoiHOQXjicqM+mvruZy2Rmg/5WkoBaUDHbS14XtbajlR1l2cz1G4ipWr6Rx8rMRMzURiwM1s9w5lhZKWnVVdwYM0SvYhb+6IIeOo6XrQ1XDNAvLqaH9q5uPt9zjMF+nowKVtapdEtCFunFldxzxSjMDSRZ/eL3w1Q3tPD40skGl3lqNFpe+nALlhYmPHLbZX1S/BUUVPPs87/h4+3Is8/MueCkraIosvq7w7zw8C/4Bjjz/rc3ERBsmDngC43W5v9rMhQR68fzX1zPyn1PcP1D0/HyN3xsUD/KoVarGDwmhMffW3LGzOjp2Wj/w2ZGsxfF8cK7iykvq+OeZV9yKuPC6wz7+jrxwnPzKDtdzzPPr+2TvFMnBysevHkyGTnl/Pi79I6PVEJ9XbhySgy/7T3JyVzD/E5GhvsyOsKfL7Ydo65ZGelsD3dMGo5OFPl8j/TC5O+4fXQcdW3trErSP4t0gIsrI7y8WZGSSLfM7mMP14XHkNdYx6Fy+RmvY90CcTO35uc8eZJvQRCY5z2EjMYyshqlS9etjM0Z5TSQ3ZWJdOmkd8ZHOA6jtL2MkjZp5khWxnYEWkWR0nBAUhHfW5LcS7II7ZHi+kiV4tYfwEgwJsJWWjdTFEWO1B5jgG0Etsa2ktYCbK84jq2xJXGO4ZLXduu0rC9NYoxLCM5m8maj1ham0q3TsShgkKz1AI2dHazLy2ROYAS2pvoZqHyVeAJHc3Pmhkl/Pc7laFEJyWXl3DxiiGLutT8dTaG6uZV7Fe6Ctnd188H6g0T4uDJjiP4/+1+RXVTFL9uTmDMuioFBhs/7W7HmKKfyK3n4tinY2/Z+DEptbQuPP7UaMzNjXnl5AVaWF5a5T3e3lvde3sBXH+xg9KQI3vp8GY7/gRnH9IRC3nl0FUtG/a/J0PcHn+LpT64jbkJ4v8nQJYCNvSWzrxvFR+vv48Pf72HqwjhO7Mvm8eu+4IZJr/PDhzuoqdDPvORiYOjIIN796kaMjdU8dMs3HNid0ddH+j8Mivbl4QdnkJxczNvv9o5J0LlMHh3GxJGhLF91mJzCKoNf75Y5I3FxsOK1FTvRaAxTeD8wdwztnV18tuWoovt62tuyYOhAfo1Po6SuQZE9h3h7EufjxVdHE+jS6C8hvjFmCOUtLWzK0c/4aqZ/GA5m5qzUw6BIrVKxMCCaAxX5lLXK+86Z6RWNqcqItSXynHanuA2lWdPGsVrpn/+hDkNRoZJlUBRtP4b6rkpK2qT9HnpDknvJFaH/K8U9/0w4ragltfEQoTaDMVNLu1nOa8mjpqtGlhS3ubuNIzVpTHCJxVglvQu5vzKL2s4W5nnLk26Kosiq/GRiHb0I1sOQaNWpVDq0Gr0NifLr69hdmM+SgYP0zhgF+PTgcVysLJkXrYwJTUtHJ1/tjWdUsC+D/aXH8PwT3+1OoLKhhYfmjkWlUr5jqNXpePXbHdhZm3PnwtGK738umbnlrPz1KFPHRTBumH7B1XJob+/iiadX09TUzssvLcDVRfoDIkPS3NTOk/d8z9Z1SSy+YQxPvLwAU7O+MWzqLXLSSnl86Rc8dNUnHNyWyoRZ/2syZOdomBnofvoWQRAIGuDFHc/O4ftDT/HoO1fj7uPI9x/s4IZJr/Plaxtpqm/t62MaFL8gF97/5iYCQtx46dHV/PyNtM5Eb3DZ5EiWXTea7TvSWPm98jmX58ODt0zG1sqcl97frPgs5blYmpvw4JIJ5JbU8MsOw5giBbg5smBUFL8eOkleea2ie986IQ61SuCTncoVuLePiqOyuYW1J/V/UDLez59AeweWJ8nL2OzBzMiIq0Ki2FGcS1mLfEn7Qv9BAKwuSJa13sbYnMnuA9hcdpJ2rfQZ71iHUBxMbGRlhtoYWxNpO4BjtcfQSexMhtsMw0gw4aREg6LekOReckWoXCluQUsaLZoGomW44h6pPYaxYMxge+kF2N6qJLpFrWxX3LUlCbiY2TDSWZ7hTnx1CfnNtVwZOEjWejjjrPtdZhJDXD0Z4KifjPDrpARM1GquiZJ/nh6SSk9ztKiEG4YPxtRImbzAlQcTaWzv4J4p0o2r/omqxhaW74hn8qBgYoOULW57+G3PSTIKKrnvqnHYGLgj2NnZzUsfbMHR3or7bpTmUK0EWq2Ol15ZT15eFU8/OZuQYGlxS4amrLiW+67/moyUEh5+fg5Lb59okAcPFwqni2p49b4fuGfuB+RnnuaWJ67gx8NPc+9L/SZD/zVMzYwZf8UZM6Plux5l/BWD+P2bA9ww6XVWfb6HjvYLz8BHKewdrXjj06WMnxrJN5/s5u0X1veJ9PWfuPaaUUy9LJIVKw+yfYf+skyp2Fqb8+gdU8grrmH5L4cNfr3xsUGMjg7g898OU1FrmJnd22aMwNzUhHd+36/ovi42ViweMYgNyZnkVipT4I7092GguytfHjmBRk/JvEoQuCFmMGnVVRwrk56xeTZLwgYBZ3Lo5eJpactotwBW56eglfmzzfMeQoumg53l0o2S1IKKya6DOV6XQUOX9Fne4Y7DqOmqJbclT9I6M7UFYTZDONl4CK14/t83vSHJveSKUNlS3IYDmKosCLGWNlepFbUcq4tnkH005mppeaQAOyrj8bN0J8hKeuFxuq2Bw9W5zPGKxUglT7r2S34SVsamzPCWL//cV1pAUXMD14Xr1wWtbWtjbWYGc8MicLI4/y723/HpoePYmZtxVUyU3nsBNLS28+3BRCYPCCLSS9mi5qMNh9DqRO6bbZgOZU1DKx+vOcjQCB+mjlBmNvaf+PzHgxSV1fH4ndOw7mUJrCiKfPzpTo4czeXuOy9jxHDDZ6BK4WRCIffe8DVNjW28+vG1TJ4R3ddHMhj1Nc188vzv3DLtLY7tzuDqOyexfNdjzL1+TL/JUD+4+zjywGuL+HjD/UQO9eebt7Zw02VvsHXVMbQGkkf2NSamRjz24jyuvWUcOzYm8/id39HUoOy8oD4IgsAD908nZpAvb72zhaTkol4/w8jBgVwxeSA/rosnNavMoNcSBIGHrz3zoPSt7w3T8bG3MufWacM4lFHI4cxCRfe+cdxQLExM+GinMgW7IAjcPmoYJQ2NbErP1nu/uWHhOJqb81WiPAlrD17WtkzyDuTn7JN0auV3yK8KiKGivZn9FdIKuR5iHXzxtXSUbVB0mdtQtKKO3VXS18faD8JEZSLLoCjabgytmkbyW6Q9WDK0JPeSKkLlSnG7dV2kNx5lgO1wjFXSbowyGjNp1jQzQoYUt6StisymIqa4DpXVCVhXekYfP8d7sOS1AI1d7WwpzWK2zwAsjOTfEK7MTMTZ3JLpfvKddQF+SE2hU6vhxhh5P8/ZZFRUsTe3gOvjYrEwUUbi+PX+E7R1dXH3ZcrGe2SWVLLheAaLxw3Cy8lO0b17eO+nvXR1a3nkukkG7zolphWzamMC86YNYmi0ssZN58Ovv53g93WJLFwQx+xZ8sy6DMX+nek8ftd32Nlb8v63NzEwpvdfn96graWD7z/Yzg2TXmfTT0eZtmgYy3c+ynX3TcXS+sKay+2n7/ELceO5z6/nzR9vx8XDnvef/JXbZ77Loe1pF5xkVQkEQeCam8fz2EvzyEov5d4bvqbqApqNNTZW8/yzc/H0dOCZ59ZSWFTT62e4e9kEXJ2seenDLbR3GLY77u5kw01zRrA/KY99icrmevZw5ZhovJ1sefu3/Yq6/9pbmrN0dCw70nLJKKtUZM+JIQGEujjx2eHj6PT8/JkZGbNk4CB2F+aTV6dft3ZpRCy1HW1sKpBfHE/0CMbR1JKf85NlrRcEgbneQ0iqLyK/Wfrcsp+lO8FWXrIkueZqc2LsojleF49GorlRiHUsZioLUhqkdeMNLcm9pIpQuVLc3OZkOnVtRNmNknzNI7XHsFCbE2Ur3RF2R0U8KgQmukq/UdaKOtaVJDLCORAPCzvJ6wHWFaXRqdVwpR7ZoMVNDewpyefq0ChM9DD+6dRo+O5kMuP9/AlycJS9Tw+fHTqOlakJS4Yo02WqbmrhxyPJXB4dRpCrkyJ7wpmu3Vtr92Nnac5NU6U/yDgfjqYVsv1YNssuj8PXzbAZna1tnbzy0Va83Oy4/Vrp0nZ9OXAwm08/28XYMaHcerO07wFDs29HOq8+9SuhkV68t/xGPLwc+vpIitPdpWH9d4f+MJ3ZydBxYXy+5UHuen4uDi6Gz6Pt5+Imcqg/b/9yB09/ch0AL925kgcWfUxafEEfn8wwTJg6kNc/WUpjfSuP3LbigipErazMePXlhZiaGvH4k6uoq1MmCuR8sTA34Ym7pnO6soFPvlNWxvpXLJ4SS6CXI299v4c2AxS9JsZG3D9nLHnltfx2RFmZ89LRsdiam/HBdmW6oSpB4NaRceTV1LEjW/+i/JqoQZio1SxPlm8sBDDKw5cAW3tWZsif3zVRq5nvH8We0zlUtTfL2mOW1yCMBDW/lcjrhk5xG0puSxkFLdJdmYc7DqdZ00J6U6akdUaqM6arGY3H0ejOP4LH0JLcS6oIlSvFTW08jLnaigAraYVkl66LhPoEhjgMwVglrdumE3XsrDzBYIcwHE2lG6Ycrs6loqNRL0OiX/KSibR3Y4C9fGnpd1lJqAThT72+XH7PzqS2vU2RLmhuTS3bsnK4ZvAgbMyU6bp8sTcejVbHHZOV7YLuOZlHQm4pd8wcgbW5qaJ7A3R0dfPGyl14u9px3Qx5c8dS+PDbvVTVNvPUPTMwN+tduWVm5mleeW0D4WEePP7o5RfUjOW+Hem89vSvhA/05uX3l2B1iXUDdTodezcmc8u0t/j0hXX4Brvy3pq7eOKDa/ojVvqRhCAIjLwskk833c99ryyguryBhxd/yrO3fEPhqYq+Pp7iDIj25pWPrqWpse2CK0TdXG15+YUFNDa28+TTa2jv5XndmAHeLJo5mN+2JhOfUmjQaxkZqXls6WQq65r58vcjBrnGhKhABgd58cmmIzS3dyq2r5WZKTeOG8KBU4UkFiojX54eHoyfgx2fHjyutxrBycKCuWERrM3MoLZNvvRcJQhcGxZDUvVpUmvkfxcsChiEVhT5teCkrPUOplaMdw1jQ2kyXTKkwRNcYjES1GyX0Q2Nso3EUm3B0VrpZlSRtqPo1LWR2yItt9aQktxLpgjVR4qb1RRPhM0w1II085rkhhQ6dJ2ypLjJDblUdzbINyQqPoG9iSXjXOVJYE/WnSarsYorA+R3Qds13fySncpU3xDcLOXHSoiiyPKkBMKdnBnp5SN7nx6+OByPmbERy+L0m1Ht4XR9E6uOn2TukAH4ONopsidAt0bLu7/vJ9Ddkbkj9MtW/TtWbDxOaVUjj143CVMTZcyZ/o7DCXls3JXK4tlDiQw1fPzL2Zwub+DJZ9bg4GDFi8/Px9RAGatyOLcANb/EZiGTDuVw77wPef3+H7GwNOXFr2/kte9uJTRa/89yP/9d1EZqpi6M46sdj3D9Q9NJP1HAHZe/yzuPrqLqdH1fH09RwgZ4XrCFaGioO089MYuc3EpeeW0DWgWlpOfDLYtH4+flwCsfbaW5tcOg14oO9mT22Eh+3p7IqeJqxfcXBIGH5o2lobWdr7crm4W6eMQgnKwt+GD7YUUk7GqViltGDCWjsor9eYV673djzGA6tRp+SJVWAJ3L/OBILIyMWaFHN9Tf2oFhLr6syk+WLTee5zOEhu429lRK60gC2JpYMcwxgl2VCWh10mbfjVRGDHEYQkJ9Ep1aaQ8yAq0GYqa2JK1RWsfckJLcS6YI1U+K285AO+lup0dqj2FnbEuYtfRCcEdFPJZqM0Y6RkpeW93RzP6qbGZ5xciKdQH4OT8Zc7UxV/jKjy5Zn59JY1eH3rEs+4oKyamr5aaYIXrPKxbXN7AhLYsrY6JwsNTf3Ajg091HUQkCt01UVi778/5kSmoaeXDuWIzUyn8UC0/XsWJTPNNGhBE3wLCzhw1Nbbz2yTYCfZ254UplnYP/jebmDp54cjVarY5XX16IvX3v55H+HZdyAZqTVsoTS7/kiWVf0tzYxsNvXcWH6+5lyNjQfrfbfhTDzNyERbdO4JvdjzHvhjHs3ZjMTZe9yVevbaT5AjL00ZcLuRAdOSKYO26fxKHDOXz6+e5evbapqTFP3T2DuoZW3vva8Ne+a9EYrC3NeG3FTnQ65eeRw71duSIugh/2JlFa06DYvuYmxtwyfhjxBaUcyS1WZM9ZA8PxsLHm00PH9C5sgxwcGe/nz3cnk+nUI4PU1tSMuUERrM/PpL6jXfY+V/oPori1gSNVhbLWD3cKwMPcjrXF8gyXLnMdSn13Myfqpc+3jnAcRqeuk+QGaQW9kcqYCJu4C0qSe8kUoQUt8qS4aY1HZElxWzVtnGxIZZhDHCpB2svYrunkYPVJxrvEYKKW3rHZWJaEVtQxT6YhUWt3FxuL05npE461sXwJ6HeZSYTYOTHczVv2HgDLkxJwtbRiZoh+xkYAy48moFKpuHG4/rJegKKaen5PyODKYVG42crv9p5LU1sHn289xqgIP0aG+ym2bw+iKPLm97sxNzXm3qvGKb7/ubz39W6aWjp46p7pmBgbtuN6NjqdyPMv/kZ5RQMvPDcPH2/954mV4si+7EuyAG2sa+WtR37hnrkfkJdZxq1PzuKLrQ8zcXYsKtUl80dKPxcY1nYW3PTY5Xy142HGXz6ItcsPcP3E19jw/WF0ekZJXCicW4g21F042anz5gxh/rwhrP3tBBs3JffqtcOC3LhuwXC27cvgwHHDGAf1YGtlzr1XjSMtr5z1+w0TUXPXFaNQqwQ+WK9sFuvCuEjc7awV64aaqNXcNGIIiaXlxBfrL/O9KWYIte1trMuW3j08m+vCY+nUaliVI//3M807DFsTM1bJNChSCSrmeg/mWG0+ZW3SlRlxjuHYGFnKMigKtQ7B3tieIzJcci80Se4lcccgiiLFLUfwtBgiSYqrE7Wcak4k1HqwZCluWmMaGlHDUAfpM5nxdZl06LqYIMOQCGBHeTpRdt74WskzyNlTnkubppt5fvKjS07V15BaU8nVoVF6dT1Kmxo5WFLE1ZH6GRsBtHR28ntqJrMGhOFqrUzo/cpDSahVKm4cp+w85U/7kmlp7+TeWYaJZDmeXkx8RjG3zB2Bo61hO4PJ6SXsPJjFtfOGEeznYtBrncuGTUkkJhVx912XER114cg/c7LKefWpXwkO87hkClBRFNn1ewK3THuTfRuTufK2CSzf9Shzlo3GxLT3Hjz089/GxcOeB15fxCcb7yckyptPnv+dh676lKKcS2NeNGyAJ698eA11Nc0899DPdHXK7xopzW23TGRwrB+ffr6bisre7dQunT+cAB8nPvhmD51dhn1NZowMJyrIgy9/P0JH1/l3jM4XF1srrpkQy47kU+RXKJPvCWBiZMQt4+NILa1QbDZ0QXQkduZm/JCQrPdeI7y8CXZwZFW6fsV9mIMzMc4e/JYrPauzB1O1EZd7R7CrLIc2jbxZ5xmeZ4wv5WSGGquMGOsSzbHaDDq10q6vElQMcYglrTFdliTXRGVGdrM0UyUfy5EIqClpVXZe+pIoQpu6S2jRlONlKU0uWdaeT5u2WXI2KJyZB7U2siLQKkDy2sM1adgaWxJp4y95bUV7IxmNp5ngJj/Xc3NJBs5mlgxxkt/B/D0vA5UgcHmAfpmTazLSEYD5EfJlwT2sS82irbubqwcrkwva2N7BuoR0Lh8UhrO1coVcW2cXP+5NYvzAAEI8lTdtEUWRT349iLujDXPHK/Na/B1arY73lu/G1cmaJXPiDHqtc6mqauKLL/cyONaPmdMvnKzNmqomnn3gJ2ztLHjurasuiQK0vLiWJ6//irce/gVPP2c+Wncvyx6cjqW19GzkfvpRAr8QN17+5iYeevNKygqruWv2+6x8bxtdncoXDb1NWKQXj7wwj8zUUt5+cd0FE1OjVqt48P5piKLIe+9v69VzGRmpuef6CZRXNfLLBv0yJ/8NQRC4Y8Eoqhta+XWXfjOMf8eS8bGYGhuxfIf0Ttg/cUVMOLbmZqw8JH9m8mzMjI2YGxXBjuw8qlv068wLgsCCiAEkVpSTq2dcy5ygCDLrqsmukz+7O907nHZtN3vL5WWGelrYE2rjJmsuFGCU00A6dF0k1edIXjvILppusZvM5ixJ64xUxgRYDSSnKUnS59dEbYmreSSlrdK7r//EJVGElvzxonhLLEJPNSciIBBkLe0GVifqSGlIJco2SrIUt1un4WhtOsMdB6BWSe/87ak482af6CqvCG3t7mJveR7TvMJQy5TOiaLIurxMRnv44mIhv+OoE0V+zUxnpLcPntb6xTeIosjPSScZ4ObCQHdXvfbqYc3xVNq7NVwzShmDoz/3PZhKY1sHN04xTNG2NyGXzIJKbp4zwuDS2I27UsktrOaO68Zh1otmQKIo8t4HZ26CHrhv2gUzg9jR3sWzD/5MW2snz79zNQ5OynTk+wqtRsuar/Zx+8x3yEou5s7n5vDWz7fjGyzfUbuffpRCEAQmzRnMF1sfZtzMaH76eBd3znqP1OP5fX00vRk9MZwb7pzE3m1p/PDVvr4+zp+4udlx043jOB6fz85d8jtRchgS5cvYYcF8t/YY1bXy4jXOl9gwb4ZH+vLtpuO0KOhk24O9lTkLRkWx5UQWZbXKdZXNTYxZNGwguzPyKK1TZt+rYqLQ6HSsSdH/9z0nNAK1ILAmU7+9LvcPRS0I/J6XIXuPOGcfHE0t2VIiXx48wTWclPoSajulRxhF2wVhoTbjUI30znCodQhmKlOSG6Q7/IZYx1DfXUVNp7SIGC/LYdR25tCmUa57f0kUoaWtx7A19sHaWJojZ05zEl4WQVgaSSuAclvyaNW2MsheepfpZEMerdoORjrJc0PdU5lJgJWzXlLcTq2GGd4RstYDnKgqo7SlkTmB8vcAOFpaQllzEwsipJsznUti6Wmyq2q4OlY/eXAP3VotPx5JZligN2HuynUrO7s1rNx9gmEh3gz0c1ds3x60Oh2frT2En7sD00bK75afD82tHXz500Giw72YOFL/eV4p7N6TwdFjedxw/Vjc3e169dp/h04n8vozv5F/qoLHX55PQLAyD0P6iuryBh648hO+fn0TsaND+HzLg1y+ZGT/3Gc/Fxy2DpY89OZVvLT8JjRdWh5Z8hlfvroBrUaa8+SFxqKlo7hsZjTffbGPPdsMM58oh9lXxBIR4cnHn+ykvr5351bvvG4cGo2Oz344YPBr3b5gNI0tHfy4VV4e5L9x7cTBqFQqvt2pbGf36uGDUAkCPxxOVmQ/f0d7Rvh580viSbR6zl87W1oy3s+f3zIz0Oixl5O5JWM8/VmXlynb4VatUjHNK5Q9p3NlS3InukUgIrK3UlpHEs5Icoc5RnCkNg2tRMMfY5UxkbYDSGlIkaxICLY+01jJaZHWLfe2GA5Aaatyzs4X/d2ERtdJeXuSZClum6aZ0rZcgq2kd7mSG1JQC2oibaRLSA/VpGKmMmGwfYjktQ1dbSTUFTJBZhcU/r8Ud7CTl+w9fs/NwExtxFTfYNl7AKzJSMPaxJSpgUF67QPwU+JJrExNmDlAmWJoZ3ouFY0tXDdK3tzu37H+WDo1TW3cNFVZp90eth7JouB0HbfOG2kQx92z+XbVERqb27n3hgm92olsaGjjo092Eh7mwdzZyhhQKcHyj3dyeG8Wt9w3hWGjpX++LyQyEgu5d94HlORV8cQH1/D0J9fhfIEU+/3083cMHhPCp5se4PIlI1i7/ADP3PwNzY0Xr4OuIAjc++QVDIzx5e0X1pGeUtLXRwLOyHIfemA67R3dfPTJzl69tqebHVfNGsK2fRmknZLWyZFKuJ8rE4cE8+O2BBqa5Tux/h2udlbMGhbBuqPpVDdK76T97b62VkyLCuHXE2m0dCjTxb06NorTTc2KxLUsiIikuq2V/UX67TUnMJyy1iZOVJbK3kNfSW6wtSue5vbsrpDXkR3lNJDG7lbSGwskr422i6auq57iNmnfCw4mrjiZenKqWVoR6mAahLnagdI25SS5F30RWtGejFbsklyE5rakIKL784mAFJIbUgi1DsbCSFoEiE7UcbgmjSEOYZiqpc+JHajKRivqmOgmrwOphBS3W6dlU0E2l/kEYWUi31m3qbOTrXk5XB4SipmRfjLOurZ2tmbmMDsyHEsTZebvVh5MxNfRjrGh0ud2/45urZZvdpwgys+dIcHyHwL87f4aLV/8dpgwXxcmDNbvAcG/UVRay5otSVw+KYqQgN7t+H386U5aWzt56MHpqA1caJ8v29YnsXrlYWbOH8ycqwzzgKG32LY6nkev+RxzS1PeXX0XY6Yroy7op5/ewMzChDufm8t9ryzg5LE87l/wEcW5lX19LNkYG6t5+o1FOLnY8PzDP1NxuqGvjwSAn68T1yweyZ69mRw6LH2mTR+unTcMR3tL3l++2yAxKmdzy9yRdHRqWLFJ2VzPHpZNGoJGq+O7PYmK7nvtqBhaO7tYe0IZyfSkkECcLS34OVG6/PNcJvgF4GBmzpoM/ZxWp/gGY25k3KeSXEEQmOgWzvHafFq6pefYDnUIw1gw4rAMSW603RlFpdSoFoAQ60EUtKTTrTv/hxSCIOBlGUdZazw6URmVyYVxB6cHJa3HUAsmuJsPkrTuVHMS5morvCykdeGqO6spaz9NtJ10I5RTzSXUdjUySqYUd3dFJq5mNkTYSpMd96CEFHd/aSH1ne3MDtRP6rk5J5sOjYaFCkhxfzuZTpdWy9WxypjwpBSXc7KkgmtGxaBSKXfzvS0hm9N1Tdw4ZahBburX7UulvKaJ2+ePUvTc5yKKIh98uwdzU2NuWWwYd9+/4+ixXHbtzmDJ4pH4+ylv6iSHlIRC3n9lI7HDArjjoekXbcGm1Wj57KX1vPfEagYODeC9NXfje5FLivv57zJ1YRyvfXcrrc0d3L/wY47v1S8Woi+xtbPgxXcXo9XoeOb+H2ltkX6zawiuunI4Af7OvPfBNlpae+9MFuYm3H7NWDJzKti2z7BzqQGejkwfGc7qnclU1ik/h+rtbMfUwaGsPnCSRgVfw0gvN2L9PPjhcJLeEloAY7WaBYMi2ZtbQFljk157majVzA4LZ1dBHnXt8pUKlsYmXOYTxKaCbLq08ooiJSS5E9zC6dZpOVQt/WGMhZEZsfYhHKpJlSyrtTW2JcDSnxQZc6HB1jFoxC4KWqV9frwshtGpa6KmQ7r8+K+46IvQ0tZjuJvHYKQ6/66cTtSR05xEsNUgVII0c6CeIeBBMorQQzWpqAUVwxylF4Ht2i6OVOcywTVc9k2uIlLcvAzsTM0Y5yXdFfhs1mSkEWTvQLSrfgYnOlHk58RUBnt7EOIib072XFYeTMTGzJTZsfrNvJ6NTieyfEc8IR5OjI3U77X7Kzo6u/l6/TEGhXgyfKCf4vufzZHEfI4lFXL9ohHY20pTA+hDa2sn776/DT8/JxZfJS0P2FCUFdfywiO/4OnjwJOvLsTISL+Yob6iuaGNp29czroVB5mzbDQvfn0D1na997vtpx9DMGCwH++vvRt3Hweeu+VbVn2+54JxmpWKt58TT722kNKiWl554le0mr7PRjU2VvPQgzOor2/liy/39uq1p4yNICLYnc++P0Bbu7zi4Xy5ac4IdKLI8vXKOoP2cONlQ2nv6ubHfco42vZw3ahYSuub2JOpjFHXlTEDEQSBVUn6zycviIikW6djfbZ+xcycwAgaOjvYXyZdztqDvpLcaHsf7E0sZbvkjnQaSEVHHfmt0uXlg+yiyW8toLFbmgmVv+UAjAQTciRKcj0thyKg+tMQVl8u6iK0ufs0jd3FkqW4FR1FtGgaZElxUxpO4m7mhpuZ9A7BoZpUou2CsDaWfnN3pDqXDl237GgWJaS4rd1d7CjOZaZ/qF6Znnl1tSRWlLMgIlLvrtGRwmKK6hsU64KebmhiR3oO8+MisTRVLlpj98lc8ivquGFKnEE6Zat2JVPb2Mrt80cZtBPX3a3lg2/24uPhwLxpyroG/xtffr2XmppmHn5gBsbGfV/sNTW28/T9P6JWqXjhncVYWZv19ZFkUZRTyb3zPyQ1Pp/7X13IrU/OQn2RFtP99HMuLh72vPXzHYyZEcU3b23hjQd/orPj4oxxiYkL4K5HZ3DiSC6fvbu1r48DQFioO/PnDWXjpmSSU4p67boqlcC9N0yktqGVlb8eNei1PJ1tmTt+IOsPpFFSWa/4/kEeTowfGMhP+5Jo7VCuoJ4YEYinvQ0rDyoj9fWwtWFcoB+rk9Poltl57CHcyZlIZxe9JbljvfxwMDPn99y+k+SqBRXjXcM4UHWKLq30DNsRTgMQEGRJcgfZRSMicrJB2lpjlSn+lhGcak6WtM5MbYuzWbhic6EXdRHa49AktQjtqfylRrN0aDvIbMoi2k56wVPcWklJW5UerrhZ2BibE+vgJ2+9AlLcbUU5tGu69XbFXZOZjloQmBumf6fxp4ST2JmbMTVMmRnIn46c0dYvGaFcgSWKIsu3H8fb2Y7LYpSf1Wxp62TlpuOMjPIjJlT5WdOzWbMlkdLyeu6+fnyvFoIpJ4tZvyGJ+fOGEh4uT46uJN3dWl58dBVV5Y088+aVuHvZ9/WRZHFsdwb3L/yIjrZO3vjhNqYsGNrXR+qnH8UxMzfhsXcXs/SBaezbmMLDiz+lpkK5WIzeZMbcwcxfMoL1q+JZt8owc4pSuX7pGNzd7Xj7na109mJO64AQd6aNj+CXDQmUVTQY9FrXXzEMI7WKL38/YpD9b5wSR1NbJ2sO6T9z2YNapWLJyBgSCsvIKFNmLvqq2ChqWtvYeUpe1/BsFkREklFTTUZ1lew9jFVqZvqHsaM4l5YueSZMikhyXcNp1XQSXyu9I2tvYs0AWz8OVksvQn0svLE3tpcX1WITS01nGXVd0t4bXpbDqO7IpEOr/3foRV6EHsPKyB1bY29J63Kak3A388fG2EHSuvSmDDSiRpYUt+cJx0hH6TOQGp2W/ZVZjHUJwVhGtigoI8Vdl5eJp6UNQ1zl76HR6fgtK4Pxfv44W1rK3gegsrmFXafyWBA9AFMj/fMwuzQa1p5IY0J4IO521nrv10NSXhkZJVUsnThYdhf6n/hh6wmaWju5fb5h5zPrGlr5dvURRsT6MyJWeUnx39HZ2c3b72zB3c2W65eO6bXr/h2iKPLhaxs5mVDI/U/NInKQT18fSTKiKLLq8z08f9sKvPydeH/tPYTH+Pb1sfrpx2AIgsBVt0/kmU+XUppfxT3zPiAzqfc6d0py492TGT42lM/e3kr84dy+Pg5mZsY8eP80yk7Xs2LlwV699m1LxmJkpOKjb/ca9DpOdlZcdVkM245mkVtSrfj+A/3cGBLsxU/7ktFolZNazxsyAHNjI345pkxxOzbQD09bG35SwKBoVmgYJiq13t3QOYERdGg1bCuSb5ClryR3mFMAFmoTdlfKdcmNIr/1NOXt0jI4BUFgkF0UaY1paHTSurA96SA5EruhXhZxgEhZa7ykdX/FRVuEasVuTrcl4GUpTd7YoW2jqDVLnitufQoWanOCraRHihyqSSXU2gdnMzvJa5PqimjsbpcdzaKEFLemvZUDZQXMDgxHpYfcc39RIVWtrYpkg65JTkMrilwZo4wUd3tqDg1tHVw1XJn9evh+TxK2FmbMjFM+t7OuqY0ftyUyOS6EUF8Xxfc/my9+PEhHp4a7r59g0Oucy8rvD1FaVs8D90/H3Fw5ibRc1nx/mG3rk1l8wxgmzVD2vdIbdLR38cYDP/HNW1sYNzOaN3+6oz9+pZ//DMMnRfDu6rswNTPmkSWfsWOtshmNvYFareKxF+fhH+TKK0+spjBXfidJKWJj/JgxPZpVa46TnV3ea9d1crDiuvnDORCfS3xKoUGvdc30IViamfLZ2sOG2X9CLBX1zexKUc5t2NrMlBnRYWxKzqJZgbgWtUrFopiBHC0sIb+2Tq+97MzMuSwwkHXZmbKNhQAGu3jgbW3bpy65pmpjRrkEs7cyC53EzE+AkU5n7onlSnI7dJ1kNWdLWudk6oG9sQunmqXJtZ3MwjBV2Soiyb1oi9DK9lS6xXa8LYdLWpfXchIdWkIkFqE6UUdK40kG2kZipJLWdavpbCCrufjPN5lUdldmYqoyYqSzPCmnElLcjQXZaEVRfyluRhoOZuZM8NOvk6bR6fglKZVR/j74OtjptVcPvxw/ia+jHcMClOtsldY0sCc1l/mjBmJuol8UzV+xYtNxOrs03Dp3pOJ7n01WXgWbdqeycGYsPh7SFAT6kJNbwS+rjjF9WhSDY/167bp/x+G9WXz94U7GTh7Atbf2bjGuBNXlDTyy+FP2bUrh+oem88g7V2Nqpvz7sp9+LmR8g914/9e7GTDEn3ceXcWXr25Aq1EmcqC3MLcw4fl3rsbM3IRnHviR+lrlciblctstE7C3s+TNdzaj6cXXc9Hlg/FwteX95XsU7SKei62VOddMH8L+pDzS8pQvtMcM8MfbyZYf9iprUHTl8CjauzVsSFLGIXpB9ACMVCp+TlTAoCg8kvqODnYVyJf3CoLA7IAIDp4uoqpN3udAKUlubWcLJ+ul55Z6mDvhb+nOoRrpXeFwmzCMBWPJUS2CIBBsHUN+Syoa3fnL6FWCGi/LoZS2HkeUUXD/z156re5DSluPocIId4tYSetympMwVZnjYxkqaV1haxGN3U2yolkO//GmGuUkvWsiiiJ7KjIZ4RyEuZG8LpAirri5GYTZOxPqID8Wo669jV0FecwOC9fL2Ahgf24BFc0tXKWQIVFORQ2JhadZNCxK0XiTn/YloxZUXDl2kGJ79lBV38yvu1KYOToCX3fDFYaiKPL+8j3YWpuzbEHvudJqNFrefGszdnYW3HbLxF677t+Rk1XOa0+vJSTCk4eenW3QGBxDkJFYyL3zPqC0oIZnP1vKolsnXLRxMv30oy829pa8vPxGZl83irXLD/DMzd/Q3Cg/LqIvcHa14fm3r6ahrpXnH/6Frk7ppihKYmVlxr33TCE/v5pfVhnGSfavMDUx4q6l4yksrWXdtmSDXuuqKTHYW5vz2dpDiu+tVqlYPD6GkwXlpBYqV+QO8HRlgKcrq46dVMQd2tnKkstCA/ntZDqdGv3ec6N9fHGztGK1npLc2YHh6ESRTQXSuoFno68kd4xLKEaCWrZL7iingaQ35tPQJa2QNlWbEmETTnJDiuTfb7B1DF26DorbpLkUe1kOo11bR22nfuMAF3UR6moehYnq/J1mRVEkpzmJQKso1IK0bmZyQwoCAlG20ruZh2pS8TJ3xsdCulwys+k0FR2NjO9DKW5xUwNJ1af17oKuz86iW6dTRoqbko6jpQUTg5WZTfzl2ElMjNSKxrK0tHfy+9F0psSG4Gpnpdi+PfywNQGtTscNs6SpAaSy61A2qVll3LpkDFaW5x+FpC+r1hwnN6+Ke+6agnUfO8/WVDXx7AM/YWtnwXNvXXXRdQ+3rY7n0Ws+x9zSlHdX38Wwicq9z/vp52JFbaTmtqdnc98rCzh5LI/7F3xEca4yBi69RUiEB4+8MI/M1FLefnFdn0fQjB4VwrixYaz8/hDFxdLm2/RhTFwQgwf68NUvh2lsbjfYdSzMTLh2xlCOpxeTnq98N3T28AFYmZvywx6Fu6HDosiprCWxSHoMyF+xaNBAGjs69TYoUqtUzA2PYH9RIZUt8rv5IfZORDi49Kkk19rYjKGO/uyuyJD1ORzlNBAdIkdrpWffDrKPprqzhvIOae/JQKuBqAUjTkmNarE4Y2KoryT3oixCdaKGuq48vCzjJK2r7iylobtG3jxow0mCrAKxNpZmWNPS3U5KQy6jnAbK6jrsqchEhcA4V2md2z/XKyDF7flQzwrUb6ZxTUYakc4uhDvJ76YC1La2sTe3gNmR4Rjr2VEFaO3sYn1SJlMjg7G3NNd7vx5+P5pOa0cXSyYoH2XS0NzOb3tOMmV4GJ7Otorv30NHZzefrNxHiL8LMybo//DgfCkprWPFyoOMGR3C2DHy3vtK0dHexbMP/kxbayfPv3M1Dk7KP1AwFFqNls9eWs97T6xm4NAA3ltzN77B0uOl+unnUmbqwjhe++5WWps7uH/hxxzfq4xssbcYPTGcG+6cxN5tafzw1b6+Pg5333UZZmbGvPXOFnS63imKBUHg3hsm0NbWyVc/K9+lPJu546OwsTTlmw3KuxNbmJowb0QkO5JPUVHfrNi+06NDsTYzZZVCBkXD/bxxt7FmbYr0gulc5ocPQCeK/JYlv4AEmBMUQXJ1OQWN8mZVFZHkuoVT0lZHXov0Oe1AK09cTe05JGMuNNr2jCpQqkuuqdocX4swyUWohZEjjqbBlOqZF3pRFqFdulZAejRLz4ssdR60rqueorYiWa64x+oy0Io62dEsuysyiXHwxd5EnpOsvlJcURT5PS+DYW5eeFrZyNoDIKO6ioyaakW6oOvTstDodMyPVqabs+VkNq2dXVw5XPrv9+/Q6nT8tC+JmAAPBvi4KbZvDz9vT6SzW8Oyy6U9iJHKD78dp6q2mXtvnIha3TtfFzqdyFvvbMbU1Ih77prSK9f8p7O8/sxv5J+q4PGX5xNwERVwzQ1tPH3jctatOMicZaN58esbsLaTnlHcTz//BQYM9uP9tXfj7uPAc7d8y6rP9/R5V1EKi5aO4rKZ0Xz3xT72bNN/Vk8fHOwtueO2SaSll7J+gzIZledDgI8zc6YOYt32FPKKlHew7cHS3IQrL4tlf1KeQZxyrxo3CFGEX/YnK7anhYkxs2LC2ZaaQ32r/p1itUrF3IERHMwvoqJJv2I5wN6Bwe4erMlM0+szNzsgHIEzSQ5y0VeSO941DDjTQJKKIAiMdBpIQl027RppJlKOpg74WHhLnguFM5Lcyo4iGrulKRe8LIdT2Z5Gl1Z+B/uiLEK7da1YqJ1wMAmUtC6nOQkXU2/sTKR14k7+8WRhkIx80EM1qTiY2BBmI93spqi1lryWKia6ySu2lJDiptVWktdYp4ghkYlKzazQML32EUWRtSfTGejuSrCzk1579ez3y9GThLg5McjHXe/9etiXmk9ZbRNLJkibWT4fWto7WbUzmfGxQfh7OCq+fw8VVY38sC6eSaPCiA43bP7o2WzYlERqaim33zoJR8e+7Tou/3gnh/dmcct9Uxg2OqRPzyKFopxK7p3/Ianx+dz/6kJufXIWaqPey3Xtp5+LERcPe976+Q7GzIjim7e28MaDP9HZ0Xu5l/ogCAL3PnkFA2N8efuFdaSnlPTpeaZcFsmQwf58+fU+Kqt6L5P1xitHYmVhyvvLdxv0IcKiyYOwMDNmxSb9YyrOxcPBhonRQfx6OJV2BXNXFw0bSLdWy28J+ncvAeZFRyACv6XqrxxYEBFJfn09SRXyJc5ultYMd/fh9zx5cljQX5LrYmbDQDsv+XOhzgPpFjWcqJc2owkQbRdFTnMuLRppRWFPY05qVIu3xTBEtJS1JUhadzaKFKGCIEwTBCFbEIRcQRAe+4t/P14QhEZBEJL/+OuZ8137V3TpWvGyHCZJ3tql66CgNZ1g60HnvaaH5IaTOJk44WnuKWldp7aL+NpMRjpFohKkv9Q9T1J6nqxIXq+QFNdYpWKGv3xJZJdWy7rsTCYHBGJnpp/cNb2iiuyqGuZHD9Brnx7SSivJOF3ForgoRU1avt+TiIeDDROipD0oOR9+3ZVCS3sny66QpgSQyiff7UcAbr92rEGvczZVVU18+dVeBsf6MW2qPPWAUmxbn8TqlYeZOX8wc64y7GutJMd2Z3D/wo/oaOvkjR9uY8qCoX19pH76uWgwMzfhsXcXs/SBaezdkMzDiz+lpqL3iih9MDZW8/Qbi3ByseH5h3+m4nRDn51FEAQeuG8qoijy7nvbeq2rbGNtzo1XjSIxrYT9xw2XoWprZc68CdHsOJZNSWW94vtfMyGWprZO1h/TT6J6NkGuTgz282TVsZOKyKR97O0Y6uPJ2pR0vX+/M4NDMTcyUiQztKCpnpM1FbLWKyHJnegWTkbjacrbGySvjbTxx8bIkkPV0tUMMXaD0KEjtVHaQwZXM1+sjezJkSjJdTEfgLHKUq+5UL2LUEEQ1MDHwHQgArhaEIS/qnoOiKI46I+/XpC49n8QRZ1kKW5+SxpaUSNZitul6yK9KYNBdtKLlKT6HDp0XbKluHsqMwmzccfTwl7Wen2luFqdjg35WUzwCsDOVH7xuKsgj/qODkWkuL+mpGNqpObyAcrMCf5y7CTmJsZcEaNfh/ZsMoorScwr4+pxMbI70H9HR2c3P25LYHikL+F+hpOGJqeXsPtwNkvmxuHmLF+GLQVRFHnvg23odCL33zetT51bs9JK+eDVjcQOC+COh6ZfFC6yoiiy6vM9PH/bCrz8nXh/7T2Ex/j29bH66eeiQxAErrp9Is9+tpTS/CrumfcBmUlFfX2s88LWzoIX312MVqPjuYd+7tNOrpubHTfdMI7j8fns3KVM9+18mD0lGn9vRz76di+dXYZzDF48NRYjtYrvNiufNRvt706krxs/7ktSdK520bAoSuoaOZJbrMh+86MHUFTfQEKpfoZHViYmTA8KYeOpbNq75b9np/uFYKJSs04PgyJ9JbkT/jAS3VshvZupVqkZ7jSAo7XpaHTSYo78Lf2wNrImRWZUS25LClrx/K+pEozwtBii11yoEnfIcUCuKIr5oih2AT8Dsw291tNiiKRD5jQnYSyY4msprSuY2ZRFl65L1jzo0dp0zNWmRNsFSV5b09HMyfoSJrj1nSvu0YoSKttamK23FDcdN0srxvjod0PcqdGwMT2Ly0KDsDHT3y21sb2DLSezuXxQGFZmyrm+/rA3EQtTY+aMUKZbezbr9qdR39xu0C6oVqvj/W/24OJkzeLZvddF270ng6PH8rjh+rF4uNv12nXPpaW5g1ee/BVHZ2ueeGUBRheBjLWjvYs3HviJb97awriZ0bz50x049+Fr2M8/I4oitRUNdLTqHx7fj+EYPmkA766+C1MzYx5Z8hk71ipfbBgCbz8nHntxHgU5lXz5/vY+PcvsWbFERHjy8Sc7qa9v7ZVrGqlV3HvDRMqrGvllg+F+Z052VlwxNpKNB9OprFPORAjOFAZLxsdQVFXPwYwCxfadEhmEvaU5q44rY1A0LSwESxNjRQyKFkRE0tLdxba8HNl72JqaMcE7gPX5WWh18jIs9ZXk+lk5E2DlzO5KeYXwCMcBtGo7SG+U9ntXCSqi7aI42ZAqqZgECLGOpUPbSmnbKUnrvCyH0aqRbsLUgxJFqCdw9vBB6R//7FxGCIKQIgjCFkEQeu7Oz3ft/2CmtsVULc2lNrc5BX+rARirpGVtpjSkYqIyIdRGWudNFEWO12Uy2D4UE5W0OBiA/VXZiIh/PlGRyr6KPDq1GqZ7y3e03ZCfiZWxCZN95EtKa9va2FdUwJywCL27gntzC2js6GR+lDLF3abkLDq6NSyKU072WdfcxrbEU8wZEYm1ubJxJlqdjh+3JhAd7EFsqOFmNHccyCSnoIo7rxuHmWnvRJG0tnby8ae7CA/zYO7swb1yzb/js3e2UV3ZyGMvzcfaRjm3ZEOh1Wh54bYV7NuUwvUPTeeRd66+6CJkLiVEUaSxtpnck8Uc3ZrChuV7+eal33jj9q95ZPZbXD/0SWZ53cmSyEeY43s3C4Lu47axz/P0VR/w/gPf8ePbm9j+02ES92VQklPRX6j2Mb7Bbrz/690MGOLPO4+uYvNPR/v6SOfF0FHBzF8ygg1rTnDiiOFkqf+GWq3ioQem097RzRdf7um16w6J8mVMXBDfrT1GkwEjW66dPuSMt8R25Q2YJscE42pnxc8KGhSZGBkxd/AA9mTmUdOs/0MBCxNjpoeHsCXzFB3d+nWd4zy98LGx1d8lNzCC6vZWjlbIm4s+W5LbqZX3M413DSexroimbunvvcH2oRgLao7VSX8dBtlF0aptI68lX9K6IKsoBFSS50K9LOLwsRwlac3ZSK+O/i9/pVM7VzuQCPiKotgiCMIM4Hcg+DzXnrmIINwC3ALg4yPN5Kelu4GartMMcZgsaR1AdnM2odYhmKik3dRVdNRS3dnA1T7SrwlwvDYfJ1Mrgq3lSS4PlOdhbWzKYCdvWetFUWR3ST7jvPwxM5J/Q7u/qBCdKDI9WH9Tlx3ZudiZmzHMT97PdC7bUk8R5OpIhKdystbtiafQaHXMG6l8nMnxtCLKa5u4+0rDzWiKosjqzYn4eTkwcWTvRaOs/vU4DQ1tvPLSwl5z4f0r0lOK2bExmUXXjSIiSpn3maH58tWNJB3O4b5XFjJ1Yf/8pyERRZGmuhaqy+qpOV1P9ek//l5WR83pempON1BTXk/XORJItZEKR3d7nDzsCBnkx8gZMTRUN2HnbENXR9ef+51KLqKx5v92VKzsLHDysMfZw/7M3z0d/vi7PU7uZ/65WS9m+P7XsLG35OXlN/Lcbd/yyQu/4xXgTNQw5ef9lWbZHRM5duAUn7y1hc9+uh0TEyVu+aTj5+vEnNmDWfPrcRYtGoa/n34xbefLDVeO5MDxXDbuTjOYqsfD2ZaxMYFsPJTB7QtGY6ygcsZYrWbWsAF8vf04NU2tONnIS0k4l1kx4Szff4Kd6blcpUAqwPTwENakpHOksJgJemS3qwSBqUHBrEhOorWrC0sTaU2jHsZ7+WOqVrOrOI9RHvIUeBM8gvghL5ET1SWMcvOXvH6kcxDL8/aTUFsoWdFobmRKmI0fJxuky4HDbc6MlmU1ZxNiHSzhmla4mflS1Cqt+2tl7MoUz9eA1yWt60GJb6RS4Oy7NS/gf8Thoig2nfW/NwuC8IkgCE7ns/asdV8AXwAMGTJEkkC+qO2MLtvHUtrcX3N3M6XtZQx3lC59TPnjzTPQTvoHUhRF4msLiHMMkDWLJooiByoLGOnqh5HM7mNGXRWVbS1M8JL/hQKwpzAfJwsLBji76LVPt1bL3twCJocEyv6Zzqa6qYWEwjLumDhc773OZmN8JqFezgS56+/cey7r9qdhZ23O2Bj9fif/RFr2abLzKnnolsm9NgfZ0NDG6jXxjB0TSliocg7FUtFqdHz0+macXGxYclPvmTHpw7bVx1m38hBzlo3uL0AVRhRFTiUVsn9dAjnJhedVYAYP8mXEjEFnikMPe5w9HHDysMPexQbVeX5vdXV0U1PeU9zW/+//Po9C1dXLkZjx4Yy+IhYnd3l+Av38X9RGah57dzH3LfiIl+/+ng/W3o2rl0NfH+sfMTEx4o6Hp/PE3d/z6w9HuPr6MX12lsVXj2Dz5hSWf7ufF5+b3yvXDPZzYVCEF2u3JHHl5YMN9oBz9riB7EnIZX9SHpOGKuuiPmNIGF9uO8aWE9lcO1EZt/0gV0cCnB3YmnpKkSJ0mJ83VqYm7DyVp1cRCjDe158vE09wuKSYywKlj7IBWBibMNzNh72l+TzDRFl7xDn7YqxScaAyX1YRGmXnjanKiOO1+bLG6qLsAvipaBdtmg4sjM5//MzKyAovcy+ymrKZ5XG5pGv6WoaRULcbrahBLfTOAyslrhIPBAuC4A+UAVcBi8/+DwRBcAMqRVEUBUGI44wMuBZo+Le1SlDcmoWRYIynubQnl6dazujSQ62lf6mkNuZjY2SJj4X0Llt+SzW1nS3EOcr7MBc011He1sQd4fJb5HtKzrTyx3vL/0LR6HTsLy5kSmAQKj0LmvjiMpo6OpkUoszT5+1puYgiTBmo3B8YRVX1pBVV8MAc5QuYuqY29iXlceXkGEyMDfflsGZzIlYWpkwZq0wG6/nww0+H6ezs5vqlfXeDBLBx7Qnycyp56rWFmJnLewLbm6QnFPLRs78RMyqYmx6d2dfHuSQ4u/A8sD6BqpJajIzVBA/yVaTAPB9MzIzx8HfBw//vH9ydXajWnG6g+nTdn4VqaW4Fx7af5PMnVxExLJAxswb3F6QKYWltzrOfLeO++R/y/O0rePvnOzC/wDvQg4cHMnpiOD99vZ9J06NwcbPtk3PY2pizaGEc36w4QEZGGRER0tIG5LJgRixPvbWeQyfyGDvs/DtDUhgW6YuLgxXr9qUqXoT6uzkQ4ePK5hOZihWhgiAwZWAwX+w5Tk1zK07W+nVYTdRqxgb6sTsnH61Op9fo1RAPT6yMTdhTmC+7CAWY4B3Ac0d3UdRUj6+N9O8+S2MTYp28OViRD9GTJK83URsxyMGXE7Xy5nkH2gbyAztIbypkqIO0BlqodQgHaw6h0WkwkjAO6GsZztHaLZS3F+JlIf+1l4Led7OiKGoEQbgL2AaogeWiKKYLgnDbH//+M2ABcLsgCBqgHbhKPOPn/Jdr9T3TuRS1ZeFpHoiRREltdtMpjAVj/C39JF8ztSGPgXYBsqJZ4mvPFIBxTvIKwAMVZ9aPcZNfQO4uySfKyQ1nc/lfTkkVp2nq7GS8r/6du12n8jAzMmJ0gDJun9vTzkhxg1yVy9ncFJ+JShCYNkR5GevmQxlotTpmjVVe5ttDdW0ze4/msGBGDBa9VIRVVjWyfkMSU6cMxNdX+e7x+VJf28KKT3cTExfA6Iny56h7i+ryBl66cyUuHnY8/v6S/gxQPfi7wjNmXDjXPHIFI6ZHY22njAxOKf6tUC3JKf/z5/nsiV/6C1IF8fJ35vH3l/DMTct5+9FVPPHBEkUfQhiCW++fSvzhXD57ZxvPvLGoz86xYP5QfluXwFfL9/H2m1f3itpmdFwQLk7W/LolyWBFqFqlYtaYSL5ef5TymibcnZR1lJ85NIw3f91HXnktge7K3LNMGxjCZ7uPKSbJnRwSxOaMU6ScriDWy0P2PsZqNaN9fNlbWIAoirLfIz1F6O6SfK4fIM9nYoyrP2+l7qWmowUnM+mZ5XGO/nyYvZO6zhYcTKWtj7D1Qy2oSG3Ik1yEhtmEsKtqN0VtxQRanf/9t4/FmesUt2X1WhGqyDenKIqbRVEMEUUxUBTFl//4Z5/9UYAiiuJHoigOEEUxWhTF4aIoHv6ntUrSrevkdHu+ZCkuQHbzKQKtAjCWWLxWdzRQ3lFLlK28rt3xmnw8zO1kR7McrMzH18oebys7WevrO9pJqj7NBD26oAB7CgowUqkYracrriiK7DyVxyh/H8yN9Tdc6ZHiTo1U7g8kURTZfCKLuFBvXGylf1n9297r9qUSFeRBgKdyRfO5/L49BZ1Ox7xp0mKM9GHFyoMAXHet/K69Enz90S46O7q54+ELP46lo72LF25fQWdHN89+tgxrW4u+PtJFhyiKZCcW8OWza1ga+wT3TnmVdV/swjfUnQc+XMZPmW/x4s/3MOXqkRdcAXo+eAe7s+Shy/ls/7N8eeR5rnn0Clqb2vnsiV+4NuoxHrz8DX7/Yhe15Q19fdSLksFjQrnx0Zkc2pbKTx/v6uvj/CsubrYsvmEMh/Zk9qlJkbm5CdcsGUlySjEnEgp75ZpGahXzpg0iIbWY/OJqg13nijFnHhBvOKBfzuVfMS02FLVKYPMJ6ZEff8fZklwlGBfoh7FKxa5T8mJNzma8nz8VrS1k1dbI3sPPxp4AW3v2lEoz6Dmb0X80cg5VFMpa36NmjJfRDTVXmxJs5U1qo/TXM8TqTDc+u1na79bOxAlbYyeKWpV7n/0bF/bjOwUoa89DK2rwtZBWhLZp2ihqK5YpxZU/D6oTdZyoK5Qtxe3SajlaVcRoV+ka9h72lRWgE0Umeusnfd1bVMAQd09sTPWTK2VWVlPe1MzkUGWezBhCinuysJzSmkZmDlG+i5Z8qoyiinrmjFPOxfdcOrs0rNuewqghgXi62RnsOmdTVFTD9h1pzJ4Vi6tL30jEANJTStixMZn5S0bg49d33djzQRRF3n18NXkZp3ns3cX4BBkuK/ZS40zhWciXz65h2eBLr/D8O/6pIL0m6lEevPwN1n25u78glcjc68cwae5gvv9gB4e2SQ+W723mLRmBl48jn7y1hS4DZmf+G5fPGISrqw1fL9+naP7lP3HF5ChMTIxYsznJYNdwd7Jh2ABfNhxIlx0N8nc42lgyPMyXzSeyFHvNeiS5CQVlirjkWpuZMszPm53ZyhShAHsK5BeQABO8AjlaXkxbd5es9QPs3bA3MedApbxzhNt6YGlkKqsIhTNzodlNxXRqpZ3fzsQWNzNXyUUogK9FGEWtWZwRqxqeS74I7anopXZCc1ryEBFlFaEnG/KwUJsRYCV95uFUUwVN3e0MdZRXRCbVltKm6f7zCY4c9pTk42hmQZSTm+w9ypubyaqp/vPLRB92ZOeiEgQmBOm/FxhKipuFmbERE6OVlzCs25+GpZkJk+KUnTU5m92Hsmhoamf+dGVmTs6H5d/ux8zMmMVXjei1a56LVqPj4zfOmBEtvvHCNyNa9fke9m9KYdmD04ibcOHLhvua/1t4vsK6L3bhE3JpF55/x98VpJ8+/nN/QSoRQRC458V5hEb78NYjv1CQVd7XR/pHekyKyorr+PWHI316juuXjuFUTgX7D2T3yjVtrc2ZMiacbfsyaGrpMNh1Zo8bSGVdM8fSihTfe+bQcMrrmkjOL1Nsz2kDQ9CJIjvTlemOTwoOpKCunryaOr32cbG0ItLZhb1F+uWjTvQOoFOr5Uh5saz1KkFgpKs/ByvyZRVlRio1sQ6+f47YSWWgbSDdopasJunnD7UO4VTzKXSitAciPpZhNGvqaOg2nGrgbP4TRaiTqSeWRtI0+tnNp1ALaoKspHcDUxvzibT1Ry1jHvT4H09MhugxD6oWBEa4yJPAanU69pUWMM7LXy8zoZ4vDyWK0F2n8onxcsfBUn/ZoSGkuN0aLdsSshkfFYilmbKzlM2tHeyKP8WU4WGYGyizUxRF1mxJws/LgSFR0uKP5JKVXc6Bg6dYuCAOO7u+k5NuXHuCvFMV3PbA1AvejOjorgxWvLON8ZcPYuEt4/v6OBcs/YXn+dFfkOqPiakxz3xyHZbWZjx/+7c01unfUTIkZ5sUVVU09tk5Jk0cgJ+fE8u/3Y9Wq2zX8O+YPyOGzi4NG3cZrms9NiYQO2tz1u1T/hoTBgZibmLMxnhpERr/hNKS3EkhZ+5bd57Sv6gd7xdAYvlpGjvkPzQY6uaFhZExu0vkd1THuPlT3dHKqUZ5RVmcYwBFrbVUtkv/vEXaBiAgcFKGJDfUOpQ2bTul7dIeWvhannm4LTWqRS6XdBGqE3UUt2VJluLCmSLU39IPU7U0KWl9VzPFbZUMtJM/D+pn6YSrmbzB9kOVBQxy9MTa5Pwtnc8mubqc+s52vaNZ9hbm42ltQ7CDft3GkoZGsqqqmRxy4UpxD2UW0tjWwcyhynemth3LprNLw+xxhjMk6ollWTAjttfmIb/6ei+2tuYsnN93sSINda0XjRlRUU4Fbzz4I0EDPLjv1YUX/NxqX1BZUstXz/UXnnI4n4J04/K9/yeeph9wcLHh6U+WUlfVzMt3f4emW9vXR/pHbr1/KggCn72zrc/OoFaruPH6sZSW1rG1l6TMPXEtv21NMljha2ykZuaoCPYn51PbqOwDCXNTYyZFB7E9KYfObmXk1EpLct1srIl0d2XXKf1ktAAT/PzRiSL7iwtl72GqNmK0hy97SuR1MgFG/aEqPFgprys7VI+5UCtjcwKsPEiVkRca9oeKM7tJ2gMGNzMfTFXmf0ZbGppLugit6TxNu7ZFshS3U9tJQWuBLCluWuOZD58cU6JunZbEusI/37RSqe9sI7WuXC9X3D2l+agEgXFe8juYnRoNh0qKGe/nr/fN8u4/htwnKxbNYhhXXHsrc4aHKd9FXL8vlWBvZ8L9DDf719uxLAmJhSQmFbFk8UgsLPou3uCrD3deFGZEzQ1tPH/bCszMTXj6k6WYmhmmI36x0tLYxtfP/8pNw5/m98/7C099+buC9KNHfuTmkc+wd+3xXpsXulgIjfLmvlcWkHo8n89eWt/Xx/lHLhSTopEjgokI92Dl9wfp7OydhxsLZsRSXtXE4QT9i6S/Y9bYSLRaHZsPZSi+94yh4bS0d3IwXT+Z6tkoLcmdHBJIclk5Vc0teu0T5eqGvZkZewv1leQGUtbaRE5Draz1HhY2BNk4/Zk6IZUQG1dsjc05LluSG0BGUyHdOmkPHhxNHXEycSSrWZrkXSWo8bYIobiXzIku6SK0p50stROa15qPVtQSai09auNkQx5mKhOCrb0kr81oLKNN20Wck7wC8HBlISIwSg9Toj0l+Qx28cTWVF4nFeD46VLaursVkeLuPJVHsLMjvg52eu9lCCluc3sn+1LzmTY4FGO1sjEZWYWVZBVVMWfcQIMVST2xLDMnRfZKLIsoiny1fB8uLjbMurz3XHjPpceMaN7iC9uMSKvR8sq931Nd3sDTnyzF2d2ur490waDp1rD+q93cMPRJ1ny0nXFzh/JNwiv9haeCnF2QvvLrfVjamPPaLV9x39RXSTua09fHu6CYODuWBTeNY9OPR9j0Y9/NXJ4P85aMwNPHoU9NigRB4KYbx1Fd3cy69Ym9cs2euJY1mw13PX8PR6JDPFm3P03xhzVxId442ViwKf7CdcntaRjsztGv0FerVIz19Wdf4RmjTLn0ZN3vLpFvmDTK1Z/j1cV0aqV/VlSCiqGO/sTXyuvGRtkF0anrJqe5VPLaUOtQsptPSb6uj2UYlR3FdGgNP15wSRehxW1ZWKhtcDKVllmU3XQKAYFgmfOg4Ta+GEsIiO2hp10/RKYp0cGKfKyNTYlykJfRVNnWQlptpd7RLHsLCzBRqxnppV9nsL6tnRPFZUwKVqoLqrwUd1dyDl0arUGkuOv3p2FqrGbqCOly8vOlt2NZDhw8RXZ2OUuvHY2Jid4xxbK4mMyIvnx1I8mHc7n7hXmExyiTkXuxI4oihzcnceuo5/jksZ8JGODNh7ue5KGPrsfZoz//0lDEjovgw11P8eBHy6gtb+Chy9/kxWWfUpZX2ddHu2BY9tB0howL5dMX13HymP4uoYbCxMSIOx7qe5OiQdG+DBnsz48/H6W1tdPg1+utuJbZYyMprqgn+ZRyJkJw5vzTB4dxIKOAxlZlDJaUluQGOzvibWermCS3rqOdk5UVsvdwt7Qm3MGZPXrOhXZqNZyoLpG1fqhjAOXtjZS110teO9D2zP24rLlQmxCaNc2Ud0h7/XwtwhARKWlT5sHEP3FJF6FFrVn4WIZK7iJlN5/Cx8IHCyNphikt3e3kt5yWPQ8aX5NPiLUr9ibSn+CLosiBygJGuvphJDM4e+8feUoTFShCR3h5653puTe3AK0oMjn0wpXibozPxNfFngE+ysplOzq72Xoki4lDQrCxlN+V/id6YllGDu6dWBatVsc33+7H18eRKZcZbsb13zjbjMjc4sI1I9q2+jjrVh5izrLRTFnQd7OzFxLZiYU8fMVbvHDdp6iN1Dz/4128uvZ+gnrJUOu/jlqt4rKrRvLVsRe57vHZJOzJ4JZRz/LpEz/TWNvc18frc9RqFY+9uxh3H0devvt7Kkv1cwk1JENGBF0QJkU33TCOpqZ2Vq853ivX64lr+XVLssGuMWloCJbmJvxuAIOimUPD6dZo2ZGkXIGgpCRXEAQmhwZyuLCYlk550Sg9jPHxQyUI7CnUr6Cd6B1IfGUpTV3yHnTEOftirFLJjmrpSbs4XiN9vZ2JFT4WrrLmQntGCqVGtXhbhCCg6pW80Eu2CG3RNFDbVS5Zitut6ya3JU/2PKiIKGsetFPbTXJ9MUNluuIWNNdR3tbEaFf9olncLKwIs3eWvUdhQz0FDfUKueLm4WJlSaS7/gWeIaS45XVNnMgpZebQMMXlsrtO5NDS3mlQQ6Ldh7NpaGpnwYzeiWXZviONouJarl82FrW6b756LhYzovSEQj569jdiRgVz06Mz+/o4fU5FcQ2v3fIV9055hdK8Cu5+awmf7n+GYVOiLuh53ksVMwtTFj84k+XHX2LqktFs+GoPNwx9itUfbvvPmxdZWpvz7GfL0Gq0PH/7Ctp7ocMnlwvBpCgkxI1xY8NYteY49fWGl//1xLVs3ZtusLgWc1Njpg4PY3f8KZoV6lj2EOrlTICbA5sM4JK7LVUZif3kkEC6tVoO5hfqtY+9uTkxbu56z4VO8ApAK4ocKJO3j6WxCbFO3hyUORfqb+WMk6mVXnOhaY0FaCXGrbiaumBrbEu2xLlQU7U5bma+vWJOdMkWocWtZ170Hrvh86WgtZBusZswG+lFaGpjHsaCmjAb6U/lTzaU0qnTECfTlKhnaHq0m7ziT6PTcbCskPFeAXrd1PV8WUzw06+b2tGt4WB+EZNDAvWKiunBEFLcrQln3mMzhigvl123LxVvVztiQqXPFp8PoiiyZnNir8WyaLU6fvjpMCHBbowZbbi803/jYjAjqjpdz0t3rsTFw47H31+C2kjZWeOLiR7ToZtHPMPhzUlc9cAMvj7+EjOXjftPvy4XCg6uttzz9jV8sv9ZIuICz/yu+s2L8PJ35vH3l1B0qoK3H12FTtc7MSRSuVBMiq5fNobOzm7WrI3vlev1RlzL7HED6ezWsu2osjfygiAwc2g4SfmnKatRpoPdI8k9UVCqiCQ3xssDewtzdp7SX5I+3i+A1KpKqlvlnyvGxQMbE1P2lcovZke7+pPZUEVNh3TDJUEQGOoYQHxtgey50DZtB/kt0uTdgiAQZh1CVpP0uVBfyzBK23LQioZ1+75ki9Ci1iyMBGM8zaV1JXva1iFW0jtmJxvyCbXxwVQtXeIXX5uPCoFYBz/JawEOVubjY2WPj5W8majk6nKau7sY6yXv+j3sLSwgwN4eH1s7vfY5UlhMW3c3ky5QV1xRFNkYn0m0vzteTnaK7NlDUXkdyafKmDU20mCFUk8sy/zpvRPLsm9/FqdPN7Bk8Yg+K/4uBjOijvYuXrh9BZ0d3Tz72TKsbfsuQ7Uv0XRrWPflWaZDc4by9fGXWPbEHCytzfv6eP2cg1+YBy/+fE+/edFZDB4Tyo2PzuTQtlR++nhXXx/nb7kQTIp8vB0ZNzaM9euTaFG4c/hX9EZcS5ivCyE+zqzbn6b43tP/ePC9OUG5AldJSa6RSsWEIH/25hbQrdWviJnwh6puX5H8AtJIpWKkhy8HygplPxzrafAcqiiUtT7OMYDazhYKWqTPIvfMhaY2SO+khlqHUN9dT01XjaR1vpbhdOk6qGgvlHxNKVyyRWhxWxae5oEYqaTNJWY3n8LT3ANrY2tJ69o1neS0lDBQhhQXIL6mgAg7T6yNpc//dWm1HK0qYowerrgHygoQgFEe8s1P2rq7OVpWwnhf/bqgcMYV19LEhGG++ncCDSHFPVVWQ155rUEMidbtT0OtVjFz1ADF9+5hzeYkrCxMmTrO8LEsoijy489H8PVxZNTIvumCarUXvhmRKIq8+/hq8jPLeezdxfgEGS6W50LlbNOhTx//Gf8ILz7Y+QQPfdxvOnQx0GNetFkyKwABAABJREFU9MCHy6g53W9eNPf6MUyaO5jvP9jBoV7Kw5TKhWJSdPVVw2lt62T9+qReuZ6h41oEQWDOuIFkF1WRVajs+9/DwYbBQZ5sjs9STHGgtCR3UkggTR2dxBfrZ84U7uSMq6UVe/SU5I719ON0azN5jfLmtAfYuWFvYi57LjTuj1G74zLyQp3N7HA3c5RnTiQzL9Tnj1FGQ0tyL8kitFvXSVl7nuR8UK2oJac5hzAZ0SwZTYVoRR1RMkyJ2jVdpDaUECfTFTeptpQ2TTej9cgH3V9WSLSzO3am8rsMR0qK6dJqmeCv3zyoVqdjd04+44L8MDHS30HVEFLcTfGZGKlVTIlVtqjq1mjZfCiDMYMCcDJQxMSZWJZTvRbLcux4Hvn51Vx15XBUqr7pgm769YwZ0a33T7lgzYhWfb6H/ZtSWPbgNOImXLjzqobir0yHXvvtAYKj+12BLybUahVTrh7J18f7zYsEQeCeF+cRGu3DW4/8QkFWeV8f6S8ZMiKIURP61qQoOMiNuKEBrFkbT0cvzBX3RlzL1OFhmBqrDdINnTEknILKOjJKlClwlZbkjg7wxczIiF16SnIFQWC8nz8Higv16qqO8fQD4EBZoaz1apWKka7+HKyQF7XiaWGPh7kd8TLnQqPsAkltyEcncS7Uw9wDKyMryXmhdiZO2Bk7Udyq3OzxX3FJFqFl7XloRY1kU6Li1hI6dJ2yTIlSG/NQoSLCxk/y2qT6IjSijqF6zIOqBYERLvJu1ho7O0iuLv/zQyqXPUUFWBobM8TdU699Uk5XUNva9mfelL4oLcXV6nRsOZHF6Ah/7CyVlQYeSMqjrqmN2WMNZ0jU27EsP/50FBcXGyZNNHzX9a9oqGvl2z/MiMZM6psz/BtHd2Ww4p1tjL98EAtvGd/Xx+lVzjYdKsmt4O43+02HLgXONi+asnjUf9a8yMTUmGc+uQ5LazOev/1bGusMb74jh9semArQpyZFV181nIaGNrZsPWnwa/VGXIu1pRkTh4aw9Ugm7Z3KvucviwnG2EitaGaokpJcc2NjRvn7sPNUnt7d2vF+/rR0dZFYflr2Hj7WdvjZ2LFfpjkRnIlqqe5o5VSjvPdL3B9zoVILSYCBtoE0aVopbpP20EElqAixDia7WXqH28cynMJW5brtf8UlWYT22ApL7YT2OEiFWMubBw229sLCSLqc9nhNPkaCmkEO8gxiDlUWEO3gibWJvCiPI+XF6ESRMR5+stbDGRndnoJ8Rnn7Yqpn93Jndi7GKhXjAvV32DWEFDf+VAnVTa3MHGoAQ6L9abjYWzF8oJ/iewN0dfduLMvJ1BLS0ktZtDAOoz4ykvn6owvbjKgop4I3HvyRoAEe3PfqwgvyjIbgr0yHlse/xMzr+02HLiUcXG25951r/9PmRQ4uNjz9yVLqqpp5+e7v0HQb1uxDDi5utiy+cWyfmhRFDfRmQIQnv6w+hkZj+NeoN+JaZo8bSGt7F7vilc1ctLEwY1ykP1sTstEoNNequEtuaBDlTc1kVupX5I/yPhORom9Uy2gPP46Wl9Als6M66g+14cFKeYXsUEd/mrrbOdUkPfc0yk6/udCqzirquqTllPpahNGsqaOh23CZupdsEepk6omlkY2kddnNp3A1dcHeRNrsUZe2m6ymoj+Hh6USX1tAlL0X5jIMjeo720itK2eMTFdcOCNPsDQ2JsbFQ/Yep+pqKW9p/nOIXC6iKLLzVB5xvl5Ym5nqtRcYSoqbhZWZCWMj9Z99PZuK2iaOphVyxZgBqGVmvf4buw71bizLjz8dwc7OghnTonvleueScbKE7RsuXDOi5oY2nr9tBWbmJjz9yVJMzfTL1r0YEEWR9V/v+V/ToWMv9psOXeL8nXlRloFm8i40QqO8ue+VBaQez+ezl9b39XH+kr42KRIEgSWLR1BV1cSu3RkGv15vxLXEhHji7WpnMEluXXMbx7KLFdlPaUnuhCB/VIKgt0uulYkJQz299I5qGevpT5umm8QqeXOqHhY2BFo7/plGIZUhf8yFxsuYC3Uzc8TJxFavudBTEvNCexp5RQaU5F5yRagoipS2ncLHQlrRIYoiOS25srqgOS2ldIsaBtpJL0raNJ1kNp5miIO84u14dTEiMFIPU6Ij5cUMc/PGRC2/+3CwuAiAsb76FaElDY0U1jUwMVgZKe7ezDwCXBwUk+J2a7XsOZnLpEHBmBrrP696NtuOZiGKcPkYw0lxN+5Mxcejd2JZSkrrOB6fz9w5gzHro+Lq64924uhsfcGaEX3y/O9Ulzfw9CdLcXa36+vjGBxRFPnksZ/45NGf/td0yNOhr4/WTy9xrnnRw7PeImFPel8fq1eYODuWBTeNY9OPRzi668L7mU1MjLj9wTMmRVt/N9ys5D8xLC6QAH9n1v5+oleuN3/6mbiWHQcMc6MtCAKzxkaScqqM09XKztuOjvDDytyU7UnKdVmnRAajE0X2ZelX8AE4WFowyNOdvbn67zXO149TdbVUtkiPSOlhhIcPKkHgcLn8on2kqz/x1cV066R3U13NbPCxdCShrlDyWkEQiLQLIL1R+mvpa+GDmcqUnGZpCgc3Mx9MVGaUthnO5fySK0JbNA20aptwN5dWENZ3N9CsacHP0k/yNfP+yO4JtvKWvDa7qQIdIpF28lxgU2pPY6xSMdDBXdb6xs4O8hrriHXRb44zsfw0XjY2uFtLcxU+lx4nteF++rvidmk0JBadZmSQcsYmqQXltHR0MXaA/lLhczmQlE+YrwuezraK7w1QU9fCyaxSLhsT1iuSzx0701CpBKZPjTL4tf6K9JQS0pKKWXjtyAvSjCh+XxZ7NyZz5W0TCI+59M13egrQDV/vZf6dU/pNh/7D9JgXfbr/GbyD3Xjumo//M4XodfdPxS/EjY+e/Z3WZsPHkUhlyIhAwgd6seaHI2g1vZ9vKggC06dFkZNTSUGB4WSAPQT7u+Dn5cieI9KMW6QwYfCZ5saBZGW7/ibGRowI8+FwpvzokXMJcXPCydqCY3kliuw33NebzIoqWjq79NpnqMeZe8LECvlzoTYmpgTbOZJcLd8gLNbJkw6thhyZc6GRtp5kNMr7GUKsvKnubKCpW1qXWiWo8LHwobhN2u9UJahxM/OloqNI0jpJ1zDYzn1Ez4vlZibt5qa49cyTER8L6YVkbksZNkaWOJlKLx563ozhtvKksCl1pwmzdcVULa8rd7LmjDY9xlleEQtnbi4Ty08T6y5fzttDfHEpduZmBDrp37lMKa6go1vD8CDpv9O/41BmEWqVQFyosp3EuqY2UvNOMyZGmQ7wX7H36ClEESaMlO7+LBWdTmT7jjRiY/xwctLvwYRcVq08hLWtOdPn9I70WArtrZ189OxveAe6sOjWiX19HINzbgF603Pz/zOzr/38PTYOVry29oH/VCFqbGLEvS8voK6qiRXvbu3r4/wfBEFg0dJRVJ5uYH8fdWsnTohArVaxfafyEta/YsLIEFIySqmtN4xplI+bPX7uDhxI1k+W+leMCvejurGV3PJaRfYTBIFhAT4cyy9WpLAd6uOJVhRJLtPPGTrC2QUTtVovcyKAQc7upFSXy/7Zoh3PNGxS6uSdI9zWk6qOJmo7pXd0A63O3GPntkiXE/tYeFPcVizZFMn1jyLUUPP7l2ARWghIL0KL2ooREPC2kN6By2spI9DKQ9ZNVWZjGc6m1jibSb9R1+p0pNWVE+0ov/jreSI00MlN9h6nm5upbG0h1k3/IvRESRlDvD1RKXCDejSvGJUgMMRf/65qD0cyC4nyc8faXP951bM5lJKPKMJYAxahuw9nE+DjhJ+XMtLkf+JkajFVVU1MnWI4afE/UZhXxdH92cxeFIdZL8TQSOW797dTVVbPPS/Nx8RUWVn3hUZ/AdrPP/FfLETDBvlwxTUj2fj9ETKTDNdlkMvwMaH4+DuxasWhPjGPsre3JG5oADt3pqNVyHTnn5gwIhRRPPOg1lCMiQkgIauUlrZORfcdEXbmXvdwZqFiew4L9KamuY28KnmZmmczyMsdtSAQX1yq1z4majVRrm6KFKENnR0UNzfIWu9jaYediTkna+WdI+KPhpOcbmig1ZkCOE9OEWrpQ4euk+pOaR1cNzNf2rUtNHUr85DjXC69IrS9CBtjByyMpBV1xW3FuJi6YK6WZoyh0WkpaCknyFpeoZPReFp2FzSvuZYWTRdRDvoUoacJtHXA1lSesy78f3mEvp3QiqYWiusbGeqjTNF4LK+EAZ6uihgcAdQ1t5FRUsXICD9F9jub/Ul5uDhYEeLjrPjecEaKm5pVxoQRyuaa/h3bd6Rhbm7CqJG9c71zWfPdYUzNjJm1KK5Prv9PZJ8sYd2Kg8y4ejiRQ5SXdV9I9Beg/ZwP/8VCdOkDU3Fys+X9J9fQ3QcmQP+ESiWw8NpR5OdUcuKI8t2782HKZZHU1rWQ2AtFes/DWUNKcsfGBKLV6jiSWqjovq721gS5O3I4Q7l9hwWeUY8pIcm1NDFhgLsrJ0rkmQGdTaybO+lVVXRq5H9eov9Q/SXJlOQKgkCUgzvJMjuhYbbuCAhkNkp/PWxNrHA2tSOvWV4nFM403KTgZu4HYDBJ7qVXhHYU4SqxCwpQ1FaCj6V02WZJWxXdoubPJxRSaNN0UthSI7sI7XkSI7cTKooiKdUVDNJDigtn5kHNjYwIc9KvgOr5khrirX9HtbWzi9SSCkWluEeyznwIR4X7KbYnQGeXhmNpRYwdFGiwG/TelOK2t3exb38248aG9okhUVVFI7u3pjJ9dgy2dha9fv1/QtOt5YMn12DvbM0ND0/v6+MYlP4CtB8p/NcKUQsrM+58bg5FOZWs+XJfXx/n/zBh2kCcXGxYteJgn1x/xPAgrKxM2b4jtVeuZ2hJbmSgO3bW5uxPUr6oHxnhR2L+acWySL0cbPGyt+F4vjJzoUO8PUkpq9CreIQzjY4unZa0amlZmWcTau+MmdqIFD3mQqMdPchprKalW3pX29LIFF9LR9lzoYFWHrI6oZ7mnqgFNcWt0n6nrmZnRs/6i9DzQCtqqO4slSzFbde2U91Zja+F9Dm/3JYzEoMgGUVojynRAFt5pkApdaexMjYlwFqevPJ0azPV7a1/PhmSS0L5aQa5uWOkZ6zIieJSLE2MCXdz0WsfgMTCMjQ63Z9P9JTg8P9j78/DJLnu60D0RGTkvlTutW9dXb1U7ytWkgDJbpCSSEhkk7Qpk7RlWiNL8oyXsS37e+ZQkuf73pNlje03lv1EirKkoSmJABeQAkmAJIQd6L0bvXfte+6ZlXtmZMT7IzKyi61uoOPeG5GZ3XH44QMIdNy4lZVZFeee8zvn6jwCHid2DNHvbzNOX11EpSbqOg9qpBX39Tduolyu4alje3S/153wrf/5JmTI+MQvP9KW+78bvv/1NzF7bQ3/+Ev3dx2JSUBNkOBBI6IPfXAK7/+5vfjGH/4EsRVtHX56w2q14BOffRgXzy7g6jt0VkoS2GwCnnxiCq+9fgPFIlsL652gtyXXwvN4fN8WvHFxjnkH6qM7RlEXGzh1kw1pBICHJkZwcmYJDYneDn1kZBC1RgMXV7X3Y27GgabbjsaSK/A89oT7qMKJ9gUHIQO4nCH7eqZ6BihI6BAWS3FUG9qCnmy8Ff2Ofs1KqNPiht8aRswkoe+NZHUVDVnUTEKXSsoPWJJQopnCKmy8FUNO7Sogi1CivcF+4vnJ8wnl/jRKaKlex9VEnE0o0dIKDg4NUJNZQLGRWC0WHBilS/1VIUky3ri6gEd2jILn2T5Mv3JuFi6HFYd2sJtd3Yx2WHF7e33Ys4fdAcC9YiNbwvPfPosnn9qD3g6rPCnmy/jGH/4YBx6bxGNtmpU1AiYBNUGDB42IfvG3fgEcp8yJdxo++osH4fE58Fd/9npb7n/82G5UqyJeeVU/m6wKIyy57zuwBflSFRdu0s013o4DE4Nw2AS8cZUdUXhoYhgblSqurdEnFB8aVp7DTi/SWXIjLjdGe/w4QzkXui/Sh8upGGoNssOAvc02ivaEEw1CgoT5onYCPOIawnJZ+4FSr2PMVELvBetlNRl3TNN1KgklDSXa4u6HhdfesUkTSlQR67iejWMf1TzoGmy8BTuD5MreO7F1NGSZmoRmSmXcTKRwmNE86FszS9g/2g8Hoy7Pa8txZAplPMZ4HlSSZLx2fgYP7x6DjXHvqAojrbiJZB5nz83j2Id3Myfr94LnvnkK1Uodn/7cY4bf+73w7FdfwUamdF/bcE0CaoIFHiQiGun34+Offxw//c5ZzF2jSxBlDZfbjo+fOII3/uYaFg2oS7kdUzsHMDQYuG8suQ/tGoVNsOAVxim5dquAI5PDeJ1hONHRpovsrWnyTk0VfqcD26NhnGIxF9o/gHNr5Om2AHAgMoBqo4HrGbL3dMjhxrDb35Zwoq0U4UTDrmGkaxkURG3kt885ikRlBaLExu69GfcXCa0swMIJCNu1EaKl8jJcFhcC1oCm62RZbibjkqltNKFEl7MxiLJElYx7IbGGXSEl9poU6onUgT5KS++Sss6REXrlMlss49paHA9tYWnFVQ441CQ6Vri2EEMiW7xvUnF/8pPLkCQZxz9svNJXKdfw3b98Gw89vg1jW9lapmmRjm/gW3/yCj7w8/uwdZc+ine7YRJQEyzxIBHRT/8vT8DtdeBPfv8H7d7K38LTf+ch2O0Cvvnnbxh+b47jcOzYbly4uIT19azu99Pbkuty2HBkagSvnpthnjr86M5RLCWyWEpkmawX8boxEQ0y6ws9PDyIc8urECntvQf6+pEoFbG8sUG8hjqCRmXJDQ20JZyozxGEy+IgqmkZdirPHsslbdf2OUYhoYFElb0t/z4jofOI2Ach8NrCUJZKyxh2DWl+YEpUs8iLJeJQojkWoUSESqgoSbiYjFHPg55dW8VEIAi/g26+7dTSshLB3d9LtQ4AnJpbhiwDD29l1+X5xtV57ByOIuhlG3Tz6rkZ8ByHR/fpk5JqpBVXlmX86MVLmJoaxNBQUPf73Y4fPXcOG7kyPv2FzlNBv/5//xhivYHP/7OPtHsrusAkoCb0wINCRL09Lnzm157EqZev4eLb7UmjvRv8ATeOf/wAfvqDi0jEyB/8SXHsQ7sAAC8a0FlqjCV3AsvxHOZW6etPNuPRZmAiS0vuwxMjODu/ghqDGdbDI4Mo1uq4uh6nWudQ03VHY8kd8vgQcrgo50IHsFbaQLyc13wtTTgRx3GY8AwSKqEKCVXdn/cK1V2qhyX3viKhscqCZiuuJEtYLi23Tgi0QA0lIiGh1zfWIVOGEvU5vYg6tVt5AeBmNomyWKeaB5VlGWfXV9nMgy6uYN9gH2wCvSX1rZklOG1W7B6iJ7QAkC9XcWFutfVDniVeOTeLfdsG4PfoE1JjpBX35s0YFhaSbVFBRbGBZ7/+JnbtG8bu/ewOH1hgeS6BH/7VSfzc330YA6P6q9FGwySgJvTEg0JEP/a5xxDu68HXfu/5tnRzvhtO/PIjkGQZ3/7GW4bfu6/Pj317h/Hii5cMeV30tuQ+vl85cH6VcUruSMSPoXAP877Qcl3EO0v0NvHDzblQWkvutlAYbqsVZ9fI1+E4Dvsj/VQkVK1GvJgmW4MmnGirZxCzhVU0ZG2qco+1B17Bg6WyNnU7ZO+HwFlbI48scd+Q0JKYR66e0hxKlKqlUJEqxPOgHDiMe7QTORahRPtD5NZV9cNHQ0LnshlkKxVqElqo1nB1PY4jw2xsiidnlnB4bBBWCpvxZpy6sYSGJOPRnWytuGvJDdxcSuD9++8PK+4LL74Dq9WCJ5/Yqfu9bsfLL1xGbC2HT3++81TQP/u/fgS7Q8Bnf+PD7d4Kc5gE1IQReBCIqN1hxef+t+O4fnEJb7xwqd3b+Rn0DQbwgQ/vxvPfPoP8Rtnw+x8/tgfLKxlcuco20OdO0NuSGw14sXO8l/lcKMdxeGTHKE7eWEKdUfru4S1D4DmOiSW31+vBaMCPU5ThRBaex/6+fqqEXECx5M5kU9iokSUv7w70wcJxbQsnqkg1rJaTmq7jOA7DriHNSqiFsyDqGDaV0HdDrKIMT/c5yZJxhwmScafzKxhyReC02DVfSxNKlK6WsFjItE5iSHAhsYYemwNjPm1zsJuh/hA4RElCz6+soSHLTOZBY7kCZhNpplbc16/Ow+2wYe84nXX5drza/CX0uE7zoEZacUWxgZ+8dAWPPLwVXq9D9/tthizL+Ks/ex0j4xEcfdyYBOB7xfULi3j1BxfxiV95P/whT7u3wxQmATVhJB4EIvqhXzqEka29+JP/+AM0GNd40OJTn38U5VIN33vmlOH3fv/7tsNuF/DCi/qTc0Msufu34NLMGlI5tmrrY1NjKNfqOD/Lhqz3OB3YORDFW4zmQo+MDOLM0gokSkX7YP8ArqWSKNa01ZRsxv5IP2QAF5NkNSsOwYodPVFcaEc4kVd5Vp7Oa5/RHHIOY7m8AkmjitrnGMV6ZV7z/d4L9w0JVV+cXoJ6Fg4cBp3aiVS7QokuNk9eaEKJzifWsD/ST/XQeHZtFT67HVsCdPN/pxaXYeE47B+iJ3lquTKrflBZlvHGlXk8tG2EmbKq4tVzsxjtC2C0j/wg4N1gpBX37ZOzyOXKOH7MeCvuyddvYn4mjk9/4bG2JPLeDbIs42v/4Xn0BN34xK+8v93bYQqTgJpoB+53Imqx8PgH//tHsDKXxI/aQPbeDRPb+nDk0a34zl+8jWqFfUrmu8HttuPxx7bhpb+5glpN1P1+elty379/ArIMvH5hjum6RyaHIVh4pim5D00M48LSGko1+u/54ZFBZMsVzCRTVOsc7BuAJMu4ECPvHd0X6QOgCDKk2BsawMX0KhGpVsOJrhCEE424eiFwFuK50JpUQ7yqLRm4zzGGgphFQcxqvue74T4ioQtwWXzwCtoe6JdKS4jaI3BYtKk3G/UiYtVMKy5ZC1iEEvEchz0BMtJWqtdwPZNsfQhJcXZtFQf6Boh7SlWcWlzBVF8UbpuNah1A6QftcTqwvU97b+udMB/LYC2Tx6NTbK24hVIVZ64t4X33SSruiz++BL/fhaNHtuh+r9vxzT97A5FeH558qrO6N8+8egMX357FZ3/zw3B5jFWH9YRJQE20E/c7EX3og1OYOjSGr/9/X0SlRK706IFPf/4x5DIlvPC984bf+/ixPSgUqnjzrWnd76W3JXdyJILeoBevMJ4LdTtsOLBlkHk4kdiQcG6eXl1tzYVSWnIP9CvPvjSWXL/diXFfgIqE7g8OIl+vYi6vnVSr4URXCZRQKy9gzN1HlpDbCifSpm6ro46xMn1lz2bcPyS0vIA+56jmh6Gl8jLRPOhsQXnjtCOU6GJ6DRPeENxWMtJ2KRWDJMtU86Ab1QpupFPUVtyqKOLi6jqOMOgHlWUZb80s4ujEEDNFTD1RZB1K9OaleYgNSbdqFiOtuBsbZbz51jQ++OQUBIGtWvxemL0ZwzvnFvD0Zx4y/N7vBkmS8LX/8Dz6hoP46Gceavd2mMEkoCY6AfczEeU4Dr/yL38O6Xge3/nT19q9nZ/BnoOj2LZzAM9985Th4UkHD4wiFPTcF5ZcjuPw/gNb8PblBVQYKIyb8ejOUdxYSSCe0z5reCccGBuAYOHx1gw9+Rj296DX66EmoT67A9uCIaqEXECZC6UJJ9oTVJ6h32lDOJGakKv1czjoHAAHTntCbnPUkfVc6H1BQiW5gVhlUXMoUbVRRawSxxBhKBFARkJpQ4kuZdawO0hOIM81P3Q09Szn1xUbBG0o0cXVddQaDSbzoEvpHNayeTy0hW01y3hvEANBH7M1ASUZr8fjwJ6tbOdMVRhpxX3p5auo1xttseJ+/9lTsNoseOpj+w2/97vhb753HnPX1vCFf/YUrDb6xOdOgElATXQS7mciuuvQGB7+0BS++Ud/gw2dLKEk4DgOv3DiMBbnEnjnLPuQkneDxcLjwx/ehZOnZpEx4DXR25L7vgMTqNZEnLrCZt5ShXpg/iYjNdRls2LfcD+TcCKO43BkZBCnFpepDzEO9g/g/Poa1Xzp/kg/YqUC1oraa1YAYMIXhsMi4FKGzBashhMlK9rvP+EZRLZeQLqmrTbJxtvQ5+jFUlkbCXULPfAIfuZzofcFCU3XYqjLVc0kdKW8Chkyhp0EoUSFFYRsPQjYtAcLXaEIJYqV80hUithNaMUFFA/8kKcHYaebeI0zayvgOQ77euksvaebJ2KHhulJqHpS9/BWNvOglZqIM9PLzFNxRbGB1y/M4fF9W2Dh9fkIGmrFffESxscimNzKphLnXlEsVPHTH7yDJ47ths/Ptr+VBrWqiD/7Tz/CxNQA3v/z+9q9HSYwCaiJTsT9TET//r/4CCqlKv7yv/+03Vv5GXzg+G54vA58/9nTht/7+Id3o9GQ8NOXruh+L70tuQe3D8HtsDGvatk2GEbY52JGQgHg4YlhXFmNIVeuUK91ZHgQ8UIRS9kc1ToH+weQq1YwmyHvW1XdgKRqqMDz2OnvxaUMuRIKEIYTNQUwEkvuEEFCLqDMhZpK6B2gvihaO0LVkwDSepYJD5kKeJUilEiV/XcHyMnfhcQa9jOYB90RClPPcZ5aWsH2aBh+J/3M3MmZJUR9boyF2QT9nJ1ZRrXeYG7FvXBzFflS9b6w4i4tp3Hl6iqOHdttOCn56Q8uolyq4RdOHDb0vu+F57/xFmLLGfzKv/w58DodMhgJk4Ca6GTcr0R0dLIPH/7EYTz3528gtpJp93ZacDisOPYL+/DaT68inWRj+bxXjI9HMDnZixd+3P2WXJtVwMN7xvDq+VlIEjtrs1LVMoY3ry2gIWlLQL0bHpoYhiwDp2e1E5fboY5e0VpyVRcejSV3ZzAKK89TzYXuDvTjcmad6LVWw4mubmj/GrY0SShROJFzCIlqAuWGtrqlPsco4pUlNGR2yd3d/4QEZR6UA4+oQxuZXCotwc7bEbGHNV1Xa9SxUIxhq0c7eaUNJbqUWQPPcZgKkKlOiXIRy4UN7I+Q22gbkoTz62vUVlxRknBueZWJCirLMt6eWcLDEyPMHpBfvzIPu9WCQ1vZ9JeqeOX8DKyCBQ/tZquwqjDSivvCi5fA8xw+/MEp3e+1GbIs4/vPnsbWHf3Yvov+/cMKxXwZ3/jDH+PAo5M42GF1MSQwCaiJbsD9SkT/3v96DDzP4c//8wvt3srP4Oc/cRiNhoQfPnfW8Hsf//Bu3LwZw9yctnRPEuiekntgC1K5Iq7Ok6e83gmPTY0hV6rgymKMyXp7hvvhtApMLLkT4SD8TkfLBUeKcX8AfoeDKpzIIQiYCkZxLkG+xu5gH0piHXMF7YosTTiRW3BgwBEmDCdS3IIrJW3X9jlHIMp1pKrkpP123B8ktDKPkL0fVl5bX+dSaRlDzkHwnLaXYb60DgkSkRJKG0p0Kb2OCW8ILoFMgVRPfGhCiW6kkijW6zjYT/fwf3U9jmKtzmQe9GYshXSxjKOMqlkA4M1rCzi0dQgOhjN9sizjtfOzODI1DJeDPg34TjDKiitJMl788SUcOjiGcFi7tZwGly8sYX4mjo+dONxRpOjZP34FG5kS/sG//Gi7t8IEf/TvvmkSUBNdgduJ6IXX9Ot5NAqRfj8+/vnH8dPvnMXcdXYPfrQYHgvjwNEteP5bZ9BosFHb7hUffHIKFguPH734ju730tuS++jecVh4Dq+cm2W67sM7RsBxykE6C9gECw6ODTIJJ+I4DoeHB3FykU5V5TgOB/sGqEgooGSjvJMkUzIBtFoqLrUlnGiAuKYFgOa50N6m25TlXOh9QUKT1RVE7drVqrXKOgac2snYQlE5tRpza792Oq+cTE36yJTMG7kEdvjJZ++upOIAgKlQlHiNywlljb29dDOA76wpr8WBQfpwnguLyg+AQ2NsVLFssYzZ9TSObGNHagEgni5gKZbFI3vGmK6roliq4tL1Vbzv6FZd1t+M2dk44vENPPnETt3vdTtefvES7HYBTxzvnFqWWlXEX//PN/Hosd2Y3M1WPW8Hrp6exbf/+4/xC7/yhElATXQFVCIaHQziv/zzP4dY179TUm98+n95AjaHgOf+/PV2b+Vn8JGnDyAR28C1S/QWTS0IBNw4eGDUkKqWLSNhDPX5cfL8vC7r93ic2LWlH2eusg0n8rud2D4YxblZ+loVFYfGBzETTyNfqVKvdWCoH0vZHLKUM6Z7e/swm0mjXCdPGN4d7kWxXsdSgWxGdcIXhpXncSNHpsxv8/UjXtnARl2bNRYAxj39WCunUGto+/rDthBsvA2rZW0KfMSuPF8nqnQq9mZ0PQmVZRmZWgIBmzZSVZNqyNVziNi190muV1LgwKHPqV1pWiymYOcF9Dq0p61WGyJWSzmMe4Oar1Uxt5FBv9tLXO8CANOZNGy8BSM9fuI1AOBGIgWP3YZ+H72Kdm0tAY/dhqFAD/VaAHBlUSHau4bZhu28M6OQ5T0TdFbmu+HS9VVIkoz9U/qToLPn5gEAhw6N636vzZBlGSdfu4kDR7fA4dRHTSbB2z+9go1MCT/3d7u/kkWWZXzl//gmAlEf/uGXPmESUBNdA1/Qg1/995/Gymwcz//pK+3eDjW8PS68/6P78PL3L3RUb+jhR7bCYuHx9ms3Db/3oYNjWFpKI5EkSzXVgn1TQ7h4bYXp3OZm7J7ox7X5GOoiuzk7AJgaieLqUoxZlc7OfuUZ+8YavQ16W0QZgbuZSFKtszUYggxQhRNt6VGep2dzZGsIPI9hdwDzBHZcABhxK/dfLGrvGu13hCFDRqyqbWac4ziE7WEkq9q+l1beBq8QRKYW13Tdu6HrSWhBzEKUawjYtJGFZFX5hoc1zoMCwGo5hbC9BzZeu01zqZTGkCuo2QIMAEvFLGQAox7y4J3ZXLr1oSPFdCqFsUAAAmXoys1EEtsiISYPuNfXEtjWH2bWD3p1SVFpdwyTK8Z3wuXZNdgECyZHtB9+3AsuXF2Bheewa5s+JHczzp5bwMhwCBGDrbhL80msr2Zx9PFJQ+/7XnjhmVMI9/Vg/6OdtS8SvP79s7jy9gw+/2+ehtNDHxpmwoSROHpsD/a/bwf+n9/7Hgq5Uru3Q43jJ46gXKzi1R9ebPdWWvB4Hdi1fwQnX28PCQWAc82DUD2xb+cQ8oUK5pfpCNPdsHuiHzWxgZtLbGdcp4Z7sVGqYjWlrcLjbtjerzyzXFujfx22RVUSqp14bcbWoPIsezNNTkInKEkooDyTL+TJwsNG3IqYtVTUfv/+phC2Wtb+PYnYwkjWtL/+QVsUWZOE3oLKyLUqoYmq8k3TGkoEKN/wAaf26wDltEN902nFfF55k44RKqGyLDMhoTOZNCaDdGvIsoybiRQmI2Sv42ZIkowb60ls72NH7K4sxjAc8cPnYvsAfmlmDdvHorAKFqbrqrh4dRmT41G4dFYI6/UGLr6zhAMH9AlXeje8/Zoyn3Okg8heYi2LM6/ewLFPHIbF0t0/Vus1EX/8O9/C2M4BHP/sY+3ejgkTmsFxHL742yeQz5Twl//pB+3eDjV2HR7D4FgYLzxzqt1b+RkcfWwSczdjiK/T1W1oxfh4FD09Tpw5O6/7vfY1XUUXrrCzIG7G7gmlqeDSDNuZ36kRRZi5vMQmnCjqc8PvcuD6Oj1Z7vN64LXbcYOShI75A7BwHGYy5OsEHS747Q4qEjrmDWKhkCFSnYdcTSW0pP1rUHnIGgkJtYeRqCY17zlg60WmxuY9BdwXJFR5MYKalVDlg0RCQtcrKfQ7tBPJhixhqZQmJqELBeWkZcxDRgCTlRI2alVs8ZErqRWxjqWNHCYCdKE3iUIR2XKlZcugwXImh2K1hh0DDEnoUhxTjFVQUWzg2nwMuyfoZ2DvhFpdxJWba9i3U38r7tVrq6hU6jjYBhJ68rWbGJ/sRbSPjfWaBX78rTOQZRnHPtlZdTEk+Os/eRlrcwl88csnup5Qm3hwsXXvCD70mYfxnT/6CdYX9VGxjALHcTh+4ggunZrDyrz+qbD3ioeabhSj1VCe53Bg/yjOnltgZje9GwZ6exAKuHHhqj6zr71BL8J+N3MSurU/BMHC4yqjhFyO47CjP4Jrq/TvP47jMBkJUdtxbRYLRv1+TFMooQAw7gtihoaEegIoN+qIV7RXFjksVvQ5erBEYMf1Wz1w8DasVbRfG7GHUW6UUWxoS34O2KLI1dNoyGzm7bv+CSPdVEL9BEqolRPQY9X2IFtuVJGu5VsyuBbEyhuoSw0Mu8lI5Hw+jR6bA367k+j6ueaHbIufYqY0k4Ekyy0bBClUG8a2KH2C6/XmjAIrJTRbLGMtvYGdjOdBby4nUa03dCOh12ZiqNUb2GvEPOjZefA8h/37jCWhhXwFly4sth5+OgGSJOGFZ09h38MT6B/RN5FYb+SzRXz997+Pg0/sxKEP7mr3dkyYoMIX/u0vguM4/On/+Z12b4UaH/rFg+B5Di8+e7rdW2lheCyM/sEATrZhLvTgwTGkUgUsLtKpae8FjuOwb+cQLl5d0YXwchyH3RP9uDzLtqbFZhUwORDGlSV21snt/RFMx5IQGSQib4uEcDORon5NtwZCmE7TvQcm/EHM5ci7eEeb7kTVragVw+4gFgnsuBzHod8ZwmpZ+9cfbubhqK7Qe0XAFoUMCdkam4O9riehmVoMHsEPm8Z6lkQ1ibA9rHk2c735zSax46py+6iL0I5bSBOroABaJz00dtzp5gD4RJDuYft68wRsMsyGhPIch8k+elUVuBVKxFoJvTStnHTu3qIPCb1wRTmp3btD/97Ms+cWMDnZB6/X2HnB029OQ2rIOPpY53RwvnNyFutLaRw/caTdW6HGX/zB8yhkS/jib3/KDCMy0fWIDATwiV8/hpeePYnrZ+favR0qhHp7cPgDO/Dit06jwTjEhhQcx+Ho45M4f2oW1Qp5QikJDh4YA6D8LtIb+3YOIp7KYz3BZr7yduza0oelWBbZvPaE1HfDzmG24UQ7+iOoig3MJ8kJm4rJSBjZcgXxAl0H60QwiIVcFvUG+WdiS08QsVIBhRpZ8q/6XK66FbVixB0iCiYCFC5CascFgKRmEqqIM6wsuUxIKMdxH+E47jrHcdMcx/3WHf77L3Mcd7H51xscx+3b9N/mOY57h+O48xzHaT7iy9TjCNi0K2AqCdUKVfYmseOqcvswqR03n6EOJbJbLBh0a0/mVTGdToHnOGzxk+8DAG7GUwi7XQi6XVTrAEoy7lgkAIeVTZ+nWvDMOpTo0swaQj1u9IX0CfK5eHUZo4NBBHroX9N3Q6lUxdVrq+2x4r5+E74eJ3bs1p9o3yteeOY03F4HHntqT7u3QoW1+QSe++pLOPbZR7FlV/dXzJgwAQCf/icfgT/ixVe+9Izu1k29cfzEEaTjeZx5VZ/eShIcfWwS1aqIC2fmDb3vQL8f/X09OKtTfcpm7G3Nhepjyd3TdEcxnwtthhOtpNjM7KrhRNdZJOQ2XXC04USTwRBEScJCLku8hirMzG2Qkch+lw9WnidXQl0hZOslopqWPkcIa5W05p9tKv8hUUIBMEvIpSahHMdZAPxXAB8FMAXg73IcN3XbH5sD8AFZlvcC+F0Af3Tbf39SluX9sixrHqjK1uIIWLXbJpOEJFSVvUnsuGo9S9ShnYSo9SykoUSAQkJHvQFYKFJtp9NpDPt6YBfoCN+NRBKTETbWxetrbEOJri7pFEo0u4bdE326KEyNhoR3rq1irwHzoBffWUKjIeFQ8yTaKDQaEk6/MY0jj052zKxiYaOM1354EU987ADsDmu7t0OF//Hvvw1e4PH53/p4u7diwgQzuLwOfO5ffRyX3rqJN39wvt3bocJDT+6EP+TBj77ZOQFFew+OweG04uRrxhPjAwfGcP78IhoM7KHvhi3DYXhcdly4qk840c7xPvAch8uz+oQTsbLkjkeCECw8k3Ai1QV3g3IuVHXl3aSw5Ko5KaRzoWpNC7kSSl7TMuAMoSbVkappU+ndggsui0uzEuqzhsCDR6beISQUwFEA07Isz8qyXAPwFwCe3vwHZFl+Q5Zl9bvzFgAmT8qS3EC2ltScjKsO45KEEq2VU3BbHPAK2tWmjqhnoZgHBYCZdIp6HlSSZUwnU0xCiXLlClazGx0fSpQtlLEUy+pmxZ1dSqJQqmLfTmOsuFarBbt2GatGXr+8gly21FHVLC9//zxqVRHHT3R3INHV07N4+TunceLXjyPcT+dyMGGi0/CRzz2OkW39+OMvPwuxziZQox0QrBZ88BcP4u2XriCb0h6CogdsdgEHjm7ByddvGq40HzwwimKxihs32c5T3g6LhceeHQO4qFM4kdNuxcRQGJdm2H4drMOJbIIFW6MhJuFEQbcLYbcLN+OU85wB5Xl0hiKcaNQXAAf6mhZSJZSqpqXpylwnmAtVE3K1wMJZ0GOLdI4SCmAQwNKm/7/c/Hd3wz8EsDkzXQbwAsdxZziO+1UtN87VU5DQ0NwRSlPPslZR6llI1Kx21rPUpQYWN3KtTiQSiJKEuWwGWynnQZezOZTrIhMl9Eazs6rTQ4muNEMH9Aoluti0Ce0zKJRoz+4h2O3GKn8nX78J3sLh0MMTht733fCjZ05hfEc/Jnd3r31VlmV85UvfRCDqw4nfPN7u7ZgwwRwWwYJ/+OVPYmU2jr/+H6+0eztUOP7JI2iIEn7ynTPt3koLRx+bRGwth4UZY5N7D+xXRkLOGlDVsnfnEBZW0sjo1DurhhNJEjsir1c4EQslFAAmIyFqJdRltWLQ68M0RU2LQxAw5O1phXeSoF01Lf3NfJrVCnlNi1YEbNGOmgm9Exu743eB47gnoZDQf73pXz8my/JBKHbe3+A47v13ufZXOY47zXHc6URC+QCQd4Q261kIZklXyykiKy5tPUuLhBIGEy3lcxBliSqUaDGXRV2SqEnorWRceiVUnU3Y0d/hoUQza+A5DjvH2ZJbFReuriAa8qIvQj7vey/IZIqYnUu0QiGMxMnXbmJq7zC8PrJ0aNaYu7aGm+8s4/gnj3R1iM/r3z+LKydn8PnfehpOj7FBUyZMGIWjx/Zg//t24Ov/4Xso6EQkjMDoZC927B/BC8+c7pgZ16OPKe6Ut1831pIbCLixZUvEmHCi5gHvO9f0seTumehHoVzFwjpd3cjt0COcKJkvIZmnCxQCgG2RMKaTKUi0CbnBIJUSCihzoe2uaSGx4/Y6AuDBESbkhpEk6Qq1RjtKCV0GMLzp/w8BWL39D3EctxfAVwE8Lcty69WSZXm1+fc4gG9Dsff+Lciy/EeyLB+WZflwJKKQR5WJG6WENmQJsUqaKJSItp5loZChqmdRbQbjFB2hagz21gCdHVctKN7KIBn32loCIY8LYa+bei1Av1Cid2bWsGUoBJfDxnRdQFGyLlxdxt6dg7qToXPnlV/2BwwOJUrENjBzYx0PPd45qbgvPHtKscc9faDdWyFGvSbij3/nWxjbOYDjv/xYu7djwoRu4DgOX/ztE8hnSvjL//SD976gg/HUp45gcTqG6xeW3vsPG4Bw1Iet2/sM7wsFlJTcS5eXUa3qm867Y6IXNqtFt77QXRN9ALopnIi+omNbNIxyXcRylm5vE4EQZjJpKjK7xafUtJCSdRY1LSR2XCsvIGL3E9pxI6jLdeTq2l7/gK0XBTGLmkSWJrwZLEjoKQCTHMeNcxxnA/B3ADy3+Q9wHDcC4FsAPifL8o1N/97NcZxX/WcAxwFcutcbZ2pxcODRY9VGZpLVJBy8A25BG3FJVrMQ5UZX17NMUMyEqoXAW2hJaDyJoR4fPHZ6QnZ9LYHtfWT26Dvh2nIcQ+EepqFEsizj6tw6do33MVtzM1ZjOaQyRewzIJTo7Nl5uN12bJvU52u5G041H27UE/d2o1YV8dPvnsUjH94FX4DNAUg78Nd/8jLW5hL44pdPdEzYkwkTemHr3hF86DMP4zt/9BOsL7LpuWsH3vfRfbA7rfjRMyfbvZUWjj42iSsXl7CRY1sz8l44eGAM9XoDly7ro1CqsFkFTE3246JO4USjfUG4nTbmfaE7R5QD9WvLbCy0LRLKwJK7rTmSdYNyLnRrMIiKKGJlg7xCZ0tPECWxjvUS2ax1O2ta+p1hYjsuoD0hN9h0n2YZqKHUTx2yLIsAfhPAjwBcBfBXsixf5jju1ziO+7XmH/sSgBCAP7ytiqUXwGscx10AcBLAX8uy/MN7vXemFofPGoTAa5tNU+tZtBKXteZJQx+BHbft9SzZNIIOJ7GSCgAzmTT6PR547do6WW/HTUbJuPVGAzdjKWxnGEp0YyWB7YPs1gOA1UQOG8UqdupEQi+05kENCCU6v4D9+0cMJyxvv34Tvf09GN3C9ntDird/egUbmRKe+lT3doPms0V8/fe/j4NP7MShD+5q93ZMmDAEX/i3vwiO4/A//v132r0VYri9Drz/o/vw8vcvoFKqtXs7AICjj2+D1JBx5q1pQ++7b+8wLBYeZ8/N636vvTuHcGM2hlKZ/WvO8xx2jEZxbZ7NrJ2Kib4weI7DjRU2JNTvcqCvx8sknGgirNa00B0IqSNiNHOhamgnqSW3nTUt/c5Qi59oQZiwK9TPsKaFyZOkLMvPy7K8TZblCVmW/8/mv/vvsiz/9+Y/f1GW5UCzhqVVxdJM1N3X/GuXeu29IlOLa54HBZQXnCSUSPVcDzgIlNA217PMbaSp5kEBJQJ7IkBHHmuNBmZTGUwymAedT2RQbzSwg1EoUalaw1Iyi+1DbInO1Xnlg7pjjK3FV8WFq8vwehwYG2IzF3s3rK5lsb6ew8H9Y7re53bUqiLOnZzF0ce3dczs5QvPnEK4rwf7H+0MZZYEf/EHz6OQLeGLXz7RMa+rCRN6IzIQwCd+/Rj+5lsncf3sXLu3Q4zjJ46gXKzi1R9ebPdWAADbpgbQE3Dh5GvGWnKdTht27hgwZi505yAakozLN9haZlXsGOvF9FISothgtqbDJmCsN4DrjJRQANjeH2aihHrsNgz1+FojWqRQGxumKWpa1NBO0nCitta0OELI1gsoiRVN14VtyvN8ota+rtCu9l9l6jHN86CyLCNBSELXKklYOB4Rh1/ztUulNIbddPUsNHbc2VwG4z7y6yVZxmwmTV3PspDOQJSklg2DBmookWoPocXN1SRkGdjGWAm9Nh+DYOGxVSeSeOHqCvbuGATP60sk1ATCQwfHdL3P7bhwZh7VSh0PdYgVN7GWxZlXb+DYJw53rYV1bT6B5776Eo793UewZffwe19gwsR9hE//k4/AH/HiK196pmPCfbRi1+ExDI6F8cIzndEZarHwOPLoJE69Oa17b+ftOHhwFDdurCGf1/YQrhW7tw+A5zndqlp2jvWiJjYwu0JHym7HtsEIMyUUUJ655hJpVBnUHU1GQtRKqN/hRMjpao2MkaDX5YFTsFLVtIx521TT0hwRXKtoe9/YLXb0WH2a7bheIQCBszFJyO3OJygAolRHvp7RrITmxQKqUpW4I7TXEYSFgEguFlMYJp0Hbb6pR71kdtyNWhWJcpGqnmWtkEepXqdOxlVPvCYZdIReW0vAJlgwFmHTa6ieFLK2415biGHrUBg2q8B0XQBIZYpYXssY1A86j1DIg+FhuoMIrTj5+g3Y7QL2Hhoz9L53w4+/dQayLOPYJ7u3G/R//Ptvgxd4fP7fPP3ef9iEifsMLq8Dn/tXH8elt27izR+cb/d2iMBxHI6fOIJLp+awMm9sNcrdcPSxSeRzZVy7pA9JuxsOHhiDLAPnL+irhrpddmwdi+oWTrRjTBFVrjK25G4fimAtk0euyIak7+iPoCHJmKac5QSAyWgYs6kMag069XcyGMIMhRLKcxzGfQGqhNxRT7tqWpTnciJLri2MZFXbzw+O4xBg1BXatSQ0W09AhtwakL1XqPUsYTtJPUuSyIrb7noW9WSHxo47nWom2tLWs8RTsHActoToieP1tQS2RkOwWizUawHKPKjXaUdfQLtl+m6QZRnX5mOtXy6scfGa8stwr879oJIk4+y5BRw6OGaodVOWZbz92k3sP7IFdoexvaR3giRJeOHZU9j38AT6R+jV/Hbg6ulZvPyd0zjx68cR7mdzgGPCRLfhI597HCPb+vHHX34W9Rq9otMOfOgXD4LnObz47On3/sMG4NDDE+AtHN422JK7c8cAHA4rzp41xpJ7+cYa6nV2llkVQ1E/3E4bri2w6/UEbh2s32AwxwkoJBS45UajwbZICKIkYSFNZmNVMREM4mY6TeVsmOgJ0imhbappUXkJCQmN2COEXaG9SD/ISihpPUuSsJ4FANYraaKO0E6pZ9lCk4ybaabrUtezJDEaDMAu0KmCsizj2loCOxiGEl1fSWD7UIQpyVJDifQioReurMBuE7Bdp/5RFbOzcWxslHHQ4GqWxbkkYqtZPPS+zrDivnNyFutLaRw/0Z2BRLIs4ytf+iYCUR9O/Obxdm/HhIm2wSJY8A+//EmszMbx/J++0u7tECHU24PDH9iBF791Gg2Gc4Sk8Hgd2L1/1PCqFqvVgr17hnH2/Lzu99q3cwjVmojrc2zVSuBWONHVObYJuSoJZTUXOhz0w2mzMgknUl1xLOZC87UqEiXy/tIt/iCW8zlUG2SHUmpNy0KejFCT1rR4rE54BZdmOy6gcKFUNY2GrO3nR8AWRab+ACuhqgzst2pTQlUSGrZrI5P5egl5sUREQttdzzKbS4PnOIx4e4jXmEmnEHA4EHK5iNcAFBLKYh40mS8iXSxjO6NQooYk4eZqkvk8qBpKtFMnknjx6jJ2beuH1cpGDb4b1OTBAwfGdL3P7TjZLD8/0iEBQC88cxpurwOPPbWn3VshwuvfP4srJ2fw+d96Gk4PuxoiEya6EUeP7cH+9+3A1//D91DIldq9HSIcP3EE6XgeZ1698d5/2AAcfWwSczdjiK+z6aW8Vxw8MIqlpTQSCfKajnvB3uboy8Ur+s2Fsg4nCvncCHldzOZCeZ7D9j424UQToQAsHIcbcbq5UDU0k2YudNwXgAxgYSNLdL36nD5fIJ8LJa9pCWG1rP01DNtDkCAhU9NGnAPWKCqNIsoNctIPdDkJtXACfFZtdrJENQmP4IHTok1VVE8Y+h3dV88yl0tj2NMDu4VcfZzOpDFBacUt1+tYyuSY1LNcaxYlswolWk7mUKmJzEno9QUllGhikL11s1SuYXohYUw/6LkFjAyHEAmzsyrfC06+Po3xyV5E+8gPUFihVKjgtR9exBMfO9AR1mCtkCQJX/udb2N0xwCOf/bRdm/HhIm2g+M4fPG3TyCfKeGZ//pCu7dDhIee3Al/yIMXOsSS+9DjyoHhqTeMVUPVwLxz5/W15Ab9bgwPBHDxmj59oTt0DSdi1427vT+C62tJ6mAvmyBgLBSgVkIn1ZoWBgm5pHOhA22saRlwhIntuID2rlBWCbldS0ILYhYewQ+e06YA5eo5+K1+zfdLVZVTvbBd+8NwopIHBw4RgnoWWZYRr+TR7/JpvlbFajGPQQ/59QCwmt/AsI+OCKxt5CEDGAn4qdYBgNWs8v0YDdOvBSgkFABGo2zWU7EUy2Io6tcllGhpLQNJkjExqn935sxsHDt29Ot+n82QZRnT11axe/+Iofe9G66eW0CtKuKx47vbvRUiXDs9h9W5OD79v34EFkFf5dyEiW7B1r0jOPLh3fjJX77ZlUm5gtWChz64ExfemoYkGZtKeycMj4XR43fhxpVVQ+87Ph6FzSZgZobtPOWdsHU0gvllcsXt3TA20ExJjWeZrjsaDWA5xU6dHgn5ka9Uka9Uqdca9vdgNUenYEfdbth4C1YLeeI1Bj3KM+56kWwNC88j6vASzYQCQJ9TeU5PVLTfP2T3IV3T/hr6bX4ACjfSAq9VIewFkW6Wt2tJaFHMw2XRTuoKYhFewaP5ulxdkZx7rNqvTdeK8NtcRKm6+XoVdUlCyOHWfK2KZLmEsJP8elmWkSyWEHGTrwEAsbzywez1an8N/9ZauSJ4jkPQTWcPbq2XVT70vX62St9aagO9IX3Uw7WY8kNjoFdflbBYrCKVKmDE4CCe2FoOpWINW7bqO+96r7h8Zl6xIe3rzkqTV757Gla7gIc/uq/dWzFhoqPw/l88jMRKBtfOdGdv6NTBMRRyZSzNtD8ll+M4jG2NYt4AMrgZPM9heCiIxSV9yOFm9Pf2IJbY0KWKpq/5vLCeZGsr7g14UChXUazUmKwX9SnPcfENMsK1Gb1eT+v5kBQcxyHsdiFRJLeHBhxOWDgOiTL5GiGHC6kK2fVBm/Kapmvar++xelCRaqg0tH1/VT5UELXd0y0ohLkkkpN+oItJaKmx0XoRtCAvFuAhIJK5uvIB8ZOQ0GoBQRsZgUtVlTdGyE5OtpLlIiJO8utz1QpqUgNRFx0JjeeVryXqpVsHUH7whb0uCIx6GtczeXAcEOmh39tmxFJ59IfoVOi7YTWWBaD8QtQTi0uKxWNk2FgSOndTCX4Y26pt7lsvXDm7gPEd/XB14SylJEl47bkzOPzBXXB7yQLOTJi4X/HwR/bBahPw6nfPtHsrRJhq1lddaXY5txvjEwoJlSRjleWRkRAWF9lZTu+GgV4/6mIDyQw9AbsdXpcdbocN62m6h/vboR6wqwfu1Ov5lGel+AbdTCAARD1upEtl6pqWqMtDRUJ5jkPQ4UKShoTa3UhVyebLg3blNU1Xtb+vVIFso66VTCr3zGskk6oIWGo8qCSUWAnNw0OohNp4KxwWm+Zr07Vi682lFamK8mYmVUKL9RpKYp1KCY03P9RRRkpo1EOvhMY3CogwUFRb62ULCHvdzOpeAKBSqyO9UUKfXiQ0noPX44DXrS8pWlJJqMFK6NxMk4ROtJ+ENsQGrl9YbD3sdRuunZ5Dci2L9328e7tNTZjQC54eFw4+MYVXnzvdlZbcwbEweoJuXDkz3+6tAADGtvaiUq5jfZXOqqcVIyMhrMdyqFbrut5nIKoc/KpuJJbgOA59YS/WWCuhfuV5KZZlQ5wjTSU0xkgJBYBEgY7QRt1uxCnScQEg4nQjWSYPKaNTQpVn7AyBEupvXputa/t+WDgLXBYXChqvc1jc4MCjKNK9T7uXhDbycAnaSKgkS8R23GytgB6rm6i+I10rtk0JVU90IgxIaIRWCS0U4LbZ4LFrJ/J/a62NAnp72JHQWLaAXob9oICiggJAv05hPquxHPqj+gf2LCymYLHwGOj3636vzZifjqNvwA+X227ofe+E2WtrqJRqmGqGX3QbVCvuQx/Z2+6tmDDRkXjf04e61pLLcRymDo51jhI6qYxQzE8ba8kdGQ5BloFlneY1Vai/d1d1IKEA0BfyYT3FloT2tZRQNiRUteMmWCihTRIap7Tkht1uJIp0a0Scbjo7rt2NdLVEdJjVY3OBA4d0Vfv9fVbl+TxX0/71ewWPZjsuz/FwWjwPrhJabhTg0mjHLTVKkCETkdCNehE9VjISlq4WEbSTESb1RIVUCU00T3RolFDV3kA7ExrPF5nMgwKKBSTCwNarIpbNt04KWWG9SUJ7dVJC1+I53edBAcWOOzQYgGBwmM3cdBxjnTIPenoeALCrC5VQ04prwsR7436w5K4upJBJsrVxkmBsSwQcB8xNs+/SfDeobh2950L7Ij5wnPI7WJf1Q77W8wMrqKNGsQybdR1WAT6nnakSGqdVQl1uZCoVKltv2Elpx3W4UZMaKNS1BzZZOB5+m4toJlQdFcxptOMCgEfwaLbjAoBb8D6YM6FSs1RVqx1XlZvdRHbcAlEoUa0hoiBWKJRQhUQGbHRKaJhiJlQt/4266UhaLF9gMg9aqYvIlSsdr4SuNU8y9ZgJlSQZ6/GNli1ITywtpjFs8DxorSZieTGJ8Y6ZB51HdMCPiMFqMAuYVlwTJt4b3W7JVQ/IOsGS63Da0DcYwJzB4URDgwFw3K0cA71gtVoQCXmxqhsJ9WKjWEGJUYgQANisAkJeF7OZUADo9XmQYEFCPU2CTKmEqiNjSQpLbrhpxyX9GaC6FpOkc6E2N9VMaE6jrRZQSGhB1H6dy+JF6UG040pQSKjWYCL1RSay49YLRKFEqrc7QDwTWkSPzQEb4ayiSkKjlHZcl9UKj43ORhsvsFFCE+psKSNVNd9MjGOuhCY3wHMcIgG26wJAMlNAXWzobscVxQZWVjOGhxItzSUhNeSOmAeVZRlXzs6bVlwTJu5zdLMld2JqEFab0DmW3K29rXA5o2C3W9HX24PFRX1JKKCk0utlx1UPrtcYW3J7/R7EGIYpRXweJkpowOWEleepSajq1qMJJ4o4FSVzo0ZWPaO6FonnQu1uIiXUIzjBg0eWQAn1WglJqOB7MO24kqzEYmtVQvMtEqpd8crViy3PtRaobyYaJTRESGABtLztQQolNF4qUM+DSrKMeL6AqIdBMm6uSUJ9bMidejLYp0M9SyTgYZbg+zNrG1TPsrqaRaMhtS2UaLwD7LjxlQxSsY2uDCUyrbgmTNw7utmSa7ML2LZ3CJfPLLR7KwCUQLnVpTSqFX1Dgm7HyEjYGBIa7dHVjgvoUdPi1UEJpZ8J5TgOUQY1LepzapyChKquQdK5UFUJTRHMdQJNJZSAhHIchx6rm1gJzRMqocUH0Y7bUO24Gsmk+iJ7NJLJWqOOcqOKHhu5EhokuBZQTlNCDpp6lhICdiesPPk8X6JYpJ4HzZbKqEsSEyW0VfXiYzMTqp4MRhkrlrFUHn3h7q5nWWjG3RtNQuen47BaLRgy+L53wuWmva0blVDTimvCxL2j2y25UwfHMHNlxXDidydsmeyFJMlYnNe/MmUzRoaDWFpO69LhuRn90R4k0wVdknj7mmGGrOdCe/1erDMKJgKAiM+NZKGIhkT/Wvd63fQzoc3nVJqEXDXEk3Qu9JYSSlrT4iEKJgKAHptHc0ULoJDQmlRDTdJm/3YJXpQaG1Q/K7uShN6aCSWz42qtaFEHff0kSmjzzURc0cJACaWZBwWUUyXajtD15gkXCxIaU5VQRjOh6slgrw5KaH9Ip2TceA4cpwQk6ImlZsDDyHBQ1/vcjrnpOEbGI7AI7f8RdeXsApxuO8a297V7K5phWnFNmNCG9/1i91pypw6OQaw3cOPiUru30hqlmDc8nCiMWk1EPM5WRbwdA71+AMB6gv19wj2Kg4p1Qm5vwINCc/yIyXo+DxqSjHSBvNJERdRDr4SGXW5wAOIUCbnhFgkl+5rU/BYaJbQgVlBriJqv9VvdyBKm4wLQbMl1W3xoyCJqUkXzPVW0/wmPABKadlyNSmhBLEDgBDh4bb2KqrxNEkxEbcetFInrWQCFhNLUswBKMBFtR6h6wsVmJrQIu2CBz8GmumM9kwfH3UqPY4GGJCGeKejWEboWzyES9MJmFXRZX8XiUgrhsBcul7E1KfMzMYx1UCjRjv0jsOhgq9YTphXXhAnteKSLLblTB0cBoCPmQgeGg7DZBcwZXdMyohyYLuhsyVVdSHqEE/E8h96gV4eZULWmhY3Cqo5Eqe40GvR6PdTrCDyPoNOFZImcFKvPy6R2XJvFgh6bg1gJVfNjSLpCe6weQjuu8r7Ia7xW5WA0c6Hd9VTVhCQ3YOVssPHaHozzYgEeQXvXZ7ZFQkmU0AJsvAC3oP0hXpQkZGtl4noWQDnNoalnKdfrKNRqCFMqoeoJF4uZ0FiugKjPQ9TZeifEswWEvW5YCcOf7oRkpohGQ9KNhK7GjKlnWVhMYdRgS+xGroxkPN8RybjFfBnz19e7sprFtOKaMKEdbl/3WnJ9ATeGt0Q7IiHXYuExMh5pQ01LGACwpHNCrvr7V7+uUC/WGdftqOGLrLpC1Zo81Z1Gg6jXjWKthkKVTqWNuN1USmjA4YSF46i7QmmUUABEc6E+q5uwokW5p1YlVM3lKVIk5HYtCdXaEQoAhXq+xfi1QPVYkyqhQZt24gsA2VoJMoAghRKaLBcRoQklKqr1LLQdocqbO8KAhCbyBWahRIA+9SzrabWeRR877losp3syrizLWFpKYdhgK65q3xqbaH8o0bXzi5BluSvnQU0rrgkTZOhqS+6hUVw5twCJwZweLcYnopg3WAnt8TnR0+PUvaYl5HfDZhP07QpNs1VC+1pKKBsSqtbkJShttMDmrlDKmhaXmyqYiOc4BB10XaFBu6tVr6gVARu5Euq3epAXS2hI2npSvdamEqoxZEjlYaXGg0hCNSbjAkBBLBLXswCAnyBcKF0tks+DNuV8UiW0WK+hJNaplNB4qalgMugIDbldTNRGRQllZ52NZfPM61nWmql2egQTVWsikpmC7qFEyVQBpVLN8HoWtVtuy2T7SejlM/PgeQ7b9w23eyuaYFpxTZggR3dbcsdQyJWxNJNo91YwPtmLdKqAXJZ+ZlALRoZDuifkchyH/oivlVTPGv1hH5KZIkRRG6F4N6gjR7EMG4U16HaB5zjEcvR23KinqdIyqGmhqWgBFEsu6UwoAIQcLqSJK1qU14EknEgNT90Qte391kyotnuqNZklioTc7iShkDTPgwK37LhakasVwYODR9D+MJeuFVsnG1qRbL4JSWdC1ZMcmplQ9cNMm44bLxTR66EnerIsI5Evdr4S2ky108OOG0tsQJaViHg9sdT8JW58Mm4M3h4ngmH2/apaceXsArbsHIDLo22OvN0wrbgmTJCjmy25uw6PAeiMuVB1rt94S25IdyUUaHaF6qSE9ga9kGSZaa+nzSog5HUxmwkVLDzCXhdbJZRyLjTqVgikRPG5jTjdDOy4hOm4FHZcdWRQaziRu8mLNCuhlgd4JtStMRkXAApiHh4rSUdoAT6rGzyn/eXK1Aqtkw2toFVCE82THBolNNGMuqbtCY3lC4h66dXLjUoVlbrIjITmm0lxeiihPR4HnHYr03WBW0EI+tezNEmo0UrodBzjE1FmM7+kEOsNXDu/YFpxTZh4ANGtltyB0TB6gu6OmAsdb45UzN00mIQOh5DLlZHL6avA9kd7sBrL6nJQ0R/WqSvU72FKbCNeD7OZUICBEupyQ5QkZMpl4jXCTjo7bsjhQqZagkhgifcIdlh5C9JV7a+DOjKoNZzIwlngsrhQ0Hidw+ICB/5BnQnVRiYlWSK24+bqRaJQIlmWFTsuaTIuIyWUpqIlXiw2E8foLH3xQpFNMu5G0x7MiISqJ4J9jOtZYukN9OsWSpQFAAw2I+L1wuJSCm6XHaGQcYqkJMmYn4l3RDLu7LVVVMt1TB0abfdWNMG04powQY9uteRyHIepQ2OtfuN2IhByo8fvwvyM0Qm5ysGp3mroQK8fxVIN+QJ5RcXdoLqo1tOMw4kCXmZKKKDMhSYYpOO6bTZ47Db6mVAGXaHhph2X9HAhZHdDhpLrohUcxyFocxMpoWqNJEk4kVfwaLbj8pwFTovnAVRCIWmeCS01SpAha+4IBZRTBZJQolKjhqokUtWzWDgOPTayB0mVhEZpZkKLSs8oT6FK1RoNpIolRsm4za+J0UyoeiIYDbBWQvO6zIMCSiiRzWpB0M9uLvZOWFpKYXgkaKgiGV/LolyqtU7Q24krZxYAoOuUUNOKa8IEPbrZkjt1cAxriylkGKeragXHcRjbGjW+pqXp3llcTOt6Hz1rWnqDyjMueyXUi3VGwUSAkpDLQgkF2HSFqqNjNHOhEacbNamBjVqV6HrVvUha0xK0echmQgmVUADwCB7NdlxAqWl54GZCAWhOx1VlZhISmq0XCOtZmh2hpMFE1RKCdnICqHragxRKaKJYpJ4HTTLsCFVTdlkrob0MlVBZlrGe2kBfUKdk3HgOfZEe8Ly+5HBhMYXRNlhxASXQot24cnYe0QE/Iv3+dm9FE0wrrgkTbNCtlly1UqojLLlbe7EwG4ckGUfke3t7YLMJWFxM6nofNZdBj4Rcu01A0Odi3xUa8KDQHENisl6PB7lyBdW6SL+W100/E+pqzpZS1LSo7kHSuVDVvZgkrWmxkymhvpYSSkZCtVa0AIDb4kXpQbPjArdSme4V6otLZMetFVupU1qQbg4HBwmuBYB0pYgQIYEFlI7QgN0JK0+eSJsoFZnMgwJAlAUJZWzHXc/kwXG3UuNYYKNYQbla100JNaIjtFisIpUqYNjgUKK5GWV2aHRLxND73g5ZlnHl7HzXqaCmFdeECXboVkvuxNQgrDahI8KJxrdGUSnXsb6aMeyePM9heCiIxSWdldCovl2h/WEfYinWXaFqTQubdaOtQCEWc6EMlVAKO64a5kk6F0qrhAZsbmQ0hgsBgMBb4BGcyBIQWK+VjIS6BN+DZ8cFAKdFGwlRvc5ujem4kiwhL5aIlFDVD+63kSmRqWoJAZqO0EoJIQoVFACSpRK1EpooKK8DCztuMl+C12GHwypQrwUAiVwRIS+b6hgVsbTyQe7VSQldT2ygL6oPwVWxsqI8MAwPGdsRujibRG9/D1xuu6H3vR3p+AZSsQ3sONBd86Az7ywhuZbF4x871O6tmDDR9XD7XDjwgZ14+0cX2r0VTbDZBUzuGcL1i0vt3grGJpT5/sVZYytjhoeDWF7Wl4R63HZ4PQ6sJ9iqlSp6g17EGM+ERpvdnnFGltxIczQqscGipsWNRIFuHZfVCrfVikSJPJRKDfMkttM2n9vTFAm5GcJrfVY3NjTOdgKqEqr9OpfF+2CSUCuv7SG1JivWAztv03SdKDUgQ9Z8HQBUGnUAgMNClpBaadThEsjTVctiHW6K6wGgXK/DZaVbo1RXXnu3Tftr+LfWqtXgZpg4W6rW4HawJTylps3F62JPpGRZRrFUhdetb2WIGrTQ00N3iKEVG7kS/MH2V7Nkksov6HCfvooza6wvKPaz8V1Dbd6JCRP3B8Z3DWF9MQmJIOmynQj3+pBNsZv9I4U/oDzQb+TI00pJ0ONz6RIYdDs8LjuKJbLZwXtZu8TINtta06E8h5WqdSbruWzK81i5Rm/HddtsqEsS6g26blSX1YZKnfzrU5+7yyLZ1+RsPvOrHEArHBYrKlKdaBbdwdtQI7ivlbeiJml/rwm8DXWC61R0LQm1cNqUMFFS3tSCxuvqsvImtPLalbeapFxrI7gWUAJ97BZyxa/aEKmuB4BKQ4RDoFyjOStgp1wHAKp1kck6m9dz2NitBwDl5g93h419PUtdbKAhyXDoUP2yGcWi8kvV7aI/ONCCUrEKt6e9KigAFDaUByZvT3dZWhMrysl/ZCDQ5p2YMHF/IDwQQEOUkInro3bpBY/PiYLBxO9OUDuWiwYQwp+5r9uGkk7kcDOcDivKFTaE7nY4bELreYLlmgCYzHACaLnSqoSEbTPUZzvatRyCgArFGvamM67aIFvD1hyBqxFer47QibJ2Mm7lhRZv0QKBEyBDhiRrO2wTOAENgvup6FoSqpVMirLyQRY0EkKVSJKRUOUNZCOcyaxJDeJrAXoSK0oSREmiJrLqDxQWFtpKXYSdkRUXUE7vWK4HAJWaSkLZrgsAleYvO6dDXxJaLisnW04d1Nx3Q7FQgdujr8p7L1Af3rwGK8G0SK5mYXfZ4PF3175NmOhUqAc6ydVsezeiEZ4eFwob5bYn+7qboxXFgv6EcDNcThtEUUKNgUL3bnDYragwJoqttW1WVBjvX33eqTAioSzXUwUP2rXsFguqFGqqSoZrhGtYeB4Cx7c4gFaowhXJ9Vbegrqk/fWzNjlVXdL2XrZw1geVhGp7CFe/KZqVUJWEarzuZ64lVEKrDZGKhFYbImwUs47qB9Au0M1LqidStIoq0FQuGZJG1usBQLXa/Hp1UCvVU1G9SahqL3I5jVVCi4VOUUKVeQxPtymhq2mE+wOG1uqYMHE/I9wkoYlVfecLWcPjc6IhSqiU2No5tcIi8HA4rcYroc0D1JLOX7/TYW0dDjNf225FXWxAbLCzgqukscqI3LaUUBYkVCW0lEqoXRCo1FT1uZtUCQUAm8VCoaSqJJSMTJJcZ2neU9RIKB9YJVSrHVd9kbQqobeIpHYipp5ikKbT1iRaOy7l9c0PMb0SyobMqmuxVC4rNfZ23JYSatdPCdXbjltu/uJ2GWzHLRYqbQ8lAm4poR5fd5HQ5GoGkUHTimvCBCuon6ekgemuLKAeoKmjBe2E2+NAqWiwEtr83VUq609CWVtmVbSsswzVUKc6w0kxM7kZdkbq5c+sRUtCKQggANiaz7w0a9h5gVgJVYMyyZRQgUoJ1UpCLYQim4ruJaG8RiVUJlRCmcyEkpJQkXieFFBnQsmJHysFsyqKsAsWJupMpU4/o7oZVcb2XgAt+4weM6HGKaE1CAIPmw6W4ruhIUqolOudYcfdKCsn+AaTcFokVjIt5caECRP08AU9sDmsSKx0GQltHqB1wlyo22M33I7rbLp49Ca/Drt+Sqi9edisHmwzWVMvJZTJTGhTgaS14wpWKiIrNO20NJZem8VCPBOqPvcTkUleQJ1gllQV9kSN99TqSr0dXUtCNc+EtsGOW6NQUQHFDktrp6UNNgLoldAKwzChqsiWNFZqdTgo039vx61gou5WQl1Gz4OqYUgdYMfN58rw+JxdZWttiA2kYzmThJowwRAcxyHcH+haJTSfI6+qYAW3x2G4HVedRb0flFCWM6c8z8EmWJjPhLIgoarAQEP+AIXMslmDxtJLoYRy5MFGVo5QCSW042p1pd6OriWhFo3sW5RFcOBg4bSRunrLUksyE9qAwFnAc9pf5oYkQZTpQoFoZ0KrDGdCWamXrNNxKzqk41ZqIniOg5WB/fh2qCl8Dp2V0FK5arwVN688pHSKEtpt86Dp+AakhmQm45owwRjhAX/XzYSqoWqdYMd1ue0o5A2eCVWVUJ0Tch12PdNxVSWUfTgRq3RcgefBcxybYCJGIUd2i4AaJSm28QJduJFFoE7XJVE0SYOJVEVT67Vaudjt6GISqjUdV4TAabeE0oQL1SnSbWmTdYFOmgllRxwrjIOEKjX2wUSVWh1Ou1UXFU09cXXpTUJLNeNJaFEloe1XQgu5Mjy+7kqYVZUaUwk1YYItwgOBrkvHVeul8tn2k1C3x4GS0em46kyozsFEajquHinEzmauBEs7LqAorKyILcdxzEgtq4oWJkoo7VwpbyFXQqnScQXNaiYACE2uoTVkSKu79HY8OCRUEiFonCMFgJpMbqmlmemk7RgF6HtCVU89LYFkSRxZ2nFlWVaUVdZKaJX9mq21DbLjlko1uJxG17M07bjezlBCu60jVCWhkcFgm3diwsT9hchgEKm1DCSJXUqp3rgVTNR+O67Ha29DOq5xwUSSJKNWpyM9d0JLCa2yVUIdVoGZHZfleg5GwUQOC11PKECnZAJ0JFQNRiKeCSW4b0sJ1WzHfQCVUA6cZourqoRqBV1FS4N4HvTWPCbZ9aIkQZJlqmCi1h4obaVVscFuJrQuwm5lY3Otiw1Issx8JrRSretGEo0KJiqV2mDHLXSOHTefLXVdMm5iRbELmnZcEybYIjwQQEOUkIlvtHsr9wyn2w6e5zokmMjRmvk3Cq2KFgOCiQC2c5u31laem1jPnCr9owzDjigrUTavAzCw4wp0BBJoWnrbbMclUkIJZ0JVfqQ5mIhA3NuMriShgHaboyiJRClOdQpFkk4JVe245B2jAJ2KWVOrVRjYcVnMhMqyjKrYYDZfqv6gY5+OW9cllAi49YtOdyW03AY7bqFzgom6cSY0uZqF3WWDx99dNuL7Er/3e8BLL7FZ66WXlPVMtA3qwU43WXJ5nofb5+yMmVCPHbWqiLoOauHd0ErHNUAJBaDLXGg3zIQCihLaUXZci4WRpZeu5oU0HbdlxyUJJuLJekKtTTJpBhPdA0gm7eqy2PI8a7qOYiZUIaHkybgAiIOF1A8P3UwpIzuuyMaO2+obZUQaVRLqsLENEKrURDh1IomqHdeuQ/3LZpSKxqfjljpECZUkCcWNcvcpoatphPsDXZXoe9/iyBHg05+mJ6IvvaSsc+QIm32ZIII6Z91t4UQen7NjlFAAhlpyeZ6D02nTfSbU6VDIrj5KKPuKFkB5hmJJbO1WofV8RgNWdS+KEtqgmtOlDSaisuOqwUSEdlwJEhqyttEBC6kS+kCSUIKHLMWOq/3BXZTp0nGthCqiepJBqkKqHx4Hg5lQmjWAZkULhS148zoA2M2Xqn2erO24Oiqh5WodDrsAnteXaDzISmi5WIUkyV2ohGYQGTStuB2BJ58E/uqv6IioSkD/6q+U9Uy0DernqhtrWjpBCVV/phvdFeoygIS2iKIuSqgaTMR4JtTGeCZU6LCZUEGAJMuoU8xw0wYT2S3kFS02ymAiQDuBJVdCTTvuPUGx4xo7E0pjx6VVMmsMOj5ZVbSwChOqMQpKUtGy4+pQ0eLQSamsVOqtk1e9IEkyyuVaK+LeKBQLFdjtAgQdqm20QFUOui0dN7GSMZNxOwk0RNQkoB0FX9ADm8OKxEqXkVCfE/lOUELdihJaMjqcyG3TvaKlZcfVQwltPkdUWc+EWgWm6qrNamFkx1V+97OoaAHoFFXamVAbT05ib5FQ7dfbODISqvIj7cFED6ISSkJCZbJ0XCo7boNFRQudEkpDIFlWtLCY42Q9w1mpsVVWW+tW67ql45Yr+oUete7RnKFphxLabisugNZDWzcpoQ2xgXQsZ5LQTgMJETUJaMeB4ziE+wNdp4R6e5wdkY77ICih5Qr7+7SCiXSoaGE6E8pICeU4TpnFpO34bDrvqHo+KcONFDsu6Uyoasc1TglVnaINM5jovUFEQgmVULWihWieVG7ASnBP4NZMKLkdl4USynAmlAEJrTK241bqdabrtdat6jcTWq7WDUnGBWD4TGixUIWrQ0KJAHRVRUs6vgGpIZnJuJ0ILUTUJKAdi/CA35wJJUQ7ZkIB5XeY/jOhTaKogx3XwvOwCRbmFS36zISyWc8uCKhQzpe2Ao6o7LQM7LiEJJiGhKpcRR0l1HqdqYTeCwhnQsnmOpu2WKKKFrJ7AkC1lcpLRmIrDIKJWj2hlPOcrOy4LSWUVd2LqoQyts5WavqplRUDlFD1l3Y7Klo6QQm9ZcftHhKqKjSmEtqhuBciahLQjkZ4INBV6bgA4OlxobBRpgpoYYG2KaEuG0rl7q1oUdZna50FlGeeTkzHBdioqg4GKbv0wURC6zme5FqAzI6rjg5qvVZVQrXOhJJk7WwGExLKcdxHOI67znHcNMdxv3WH/85xHPdfmv/9IsdxB+/12jvej9SOS1jRwoODhYDMtTMdl1ZJBZQ0WivPw8LTvU0qdUZKqMhaCdWrokXUNZhIfyW0PSS0VKy2PZQIuFXu3k123FZH6GCwzTsxcVe8GxE1CWjHIzIYRGotg0aDPOzEaHh8TjRECRWd1cD3gqttSqgR6bj6BRMBaqcn42AiHZRQVkFHLDpH2cyEWuhmQimuv9UTSpaOC5AEEynXaU3HbbsSynGcBcB/BfBRAFMA/i7HcVO3/bGPAphs/vWrAP6bhmv/9j0JSGidIpiIVM2sSQ3Y2paOS68aVhsi9TxovdFAQ5aZqJesSWPL3suQMMqyrHtPqBEdoYDxdtxC3lRCSaEqoaYdt8NxJyJqEtCuQHgggIYoIZvYaPdW7hnqQVq7E3LdblUJNZiEOvW347ZmQnVSQu02gbnK6rAJECUJdQqS9TPrMSCOrbUYWHvVLBSqmVAL3Uyo3SJAlCU0CBJ6WyFBNDOhhLbablRCjwKYlmV5VpblGoC/APD0bX/maQB/Jit4C4Cf47j+e7z2DtBOQhukwUSENl6A0o7bstNSBhNRWGkrosgkGRdgY6GtiWzSelWow/4sZ0KrdRGyDN2IohHBRMVicya0Dem4naGElsFbeDjd7d/LveL6mTkAgMffXYm+DyQ2E9EvfckkoF0C9YCnm8KJ1IO0ds+FWgQeDqfVeDuuAem4dpsVHKefEuq0s1dC1YP8KqN1WaXjAupMKBsllGYdB4NgIoCsZoXjONh4wVAlVCDsCbV0QDDRIIClTf9/ufnv7uXP3Mu1AACO436V47jTHMedrhMMaTdkCTzBl9uQJVg4spdJlCQIpNc2i2YthMXzYvONT7p3ZQ2JKJBpM+pN65LVQv9WU0/tBAadowAgNvcmMNhba01RXVOfmpF6XYTNqm+FSb3e7MbV+T63o1YTYbProyBrQaVch91hJeojbhde/s5pAGQdyibagCefBP7xPwZ+93eVv5sEtOPh6VEOePLZ9qfN3isczZGKSrm9dlwAsNutzKtG3gs2mwBRlHS1UPM8B8FiaR2Ss4ZVsKDGcH4TAKzN55M6o9fFarGwW4vnqRVaoTlCRqIkqrBwHOqSRDxPrT57q8/yJNc3CK5V76v1Wp7jwYFDA9peMxJe9bPX0+NOTz23f9fu9mfu5VrlX8ryH8myfFiW5cNWu/aHY4GzoKFRZlavI30jW3mL5tOIzdcCIC7btbVOQ2jsCJZW3yjxGk0FlMUPaFtTAa2xSmFTTwMZ/vJQq1lY/9JQ4bBbdQtAaN1D5xmXu8HlsqNcbP/DktvrQKVUg0RRdG00PvNPPwqO47pqXu2BxksvAf/tvwH/7t8pf9faI2rCcKTjOQBAsLenzTu5dxTziv3V7W3/mEOpVIXLYHdJuVyD3S7AwvCg+XY0GhLqYkM3h1K1JjJfm3XTQE1sMHOoVcUGtXOORSZKXZJgt1iID3brrZpFstelLjVaPEALVAFK6/ihJEuQIUPQOONJwqs2g8UncxnA8Kb/PwRg9R7/zL1cewdoP5kQeEGzRxpQyBwpkVTkdDKC0xqsJrw3E0+8QJcOBtz6IUdrr9i8FrMUNsaWFEBRVS08p9t8iMOhPwl1u5XT85LBp+duj71lBW4nPD4nZFluPcB1AyIDAciyjGy8e+bVHlhsngH9nd/R3iNqoi1IrDTnrge7Z+66Nd/e016bfq0mol5rGD7zXyrVdM82UH8f6zaCU2WfMcG8c73OpgEBYFPp1wmZKDQNF5IsQZQbdI0eGq+tS8r7WCsJFWW651EWJPQUgEmO48Y5jrMB+DsAnrvtzzwH4PPNlNyHAeRkWV67x2v/FmQSEsoJaGjszQEUf3VdFokkeZqy2pafnFCJbJFYysHqikj2tavgOQ5Wi4UJCVV/oFTqbJRLO2NSCyh2SIcOMxwqnHarbgRXhcup/NLWe5bmb93X4zA8uOJOUMM88tn29+vdK9RqluRa98yrPZC4UwiRlh5RE21DcjUDu8vWdkKnBflcM+m7zSFrpeYsqNtgJbRUqumebaD+PtarG7xSY987Xq2LsAkW8Dyb8Y1qXWSmqrKo9KsyqBekJaG1RgM2nkxJpVFRVbFNK4FVe0UFjde1XQmVZVkE8JsAfgTgKoC/kmX5Msdxv8Zx3K81/9jzAGYBTAP4CoBff7dr3/ue2vcpcEKL6WuBtZUYRUhgCZXQWz1BdBHPNCTUIQiQZBkipS3RLrAZWm8pl6xS2Jr9oOW6Dh1cjHu9WmvbrbrbZNVqFr1TBW+H22M3PLjiTvC2EiW7Z/ZLrWZRq1pMdCDeLQXXJKIdj8RqGpGBQFfNXRc2yrA7rG2ftVcPF41XQqtw6lw1pv4+duhUnVap1WFn3mXOtkauUhfZ9bezUEKbI1Y061SbJJIUNYn8+lqLhJIrodpJKJkSSktCmbxrZFl+HgrR3Pzv/vumf5YB/Ma9XnsPd9S8R4EXUCMhoa3uHO3SuDITSmfHJe0ZutWTRGPHvWXptVKcKDkYpJ0BgI1BAfFmOJrBOyztuIASf14hCM+6p7UdVlQSBpFQo+24bgeW5pOG3vNO8PgUpaPdiZJaEB7wAwCSq9m27sPEXXAvNSybiaiZlttxSK5mW46DbkEhV+6IvmP1cNHo9PNSqQa3ziTUCCWUtR23ytA+Cyg5HR1px6Wx01K2Q9QaInFFo8obSGZC64QzobdmSTWSVwJetRn6TWvrCBI7rpUTiF4s0s4dAMQRy8q1TYJEPBOqKql0dlyAnvSx6pBqzZeymgltni6yWq+1rl1ARScl1Gm3oqyzEups2pdKBocEuT32lm2rneiUbj0t8AU9sDmsphLaidDSA2oqoh2L5Gqm5TjoFhRy5bZbcQFTCSWFKDbQaEitZxVWKNfqTNdkqoQ2rcJUa7RmQumUTNqZUPJQIjI1E6Cx49aJrmu7HbcdICGhFl4gttQCZGTOylvI7bQW2plQFmW9yhoV2oRcBuXD6joAuxlO1l1ZKhw2/eY2nQ79SajDYQXPc+0JJipUqGaQWaBTuvW0gOM4hPsDXdVh+EBACwFVYRLRjkNDbCC93oVK6Eapo5RQl9FKaLkGt0HBRE4dSGi5FXrEXgll2o8uslmvIUmoSxK1EloR6ZXQCouZUMLrazQzoYTBRK2Z0C4MJmoDCJVQghdLlbRJEnJpknXtlDOhTIKJBOWHKgsllIXayF4JVdYrM1dC9QsmMiIdl+M4OJ36l3zfDrfHAVGUUNXJynyv6EYlFFBSOxNmMFHngISAqjCJaEchHd+AJMmIdBsJfcCV0LIRwUQV/ey46nME67V1mQllQEJV8khLaNUxNPp0XEollUDJVK4lI5LAJhWV0FbbdcFE7QCJUmLhBIiERBIgJaEU6biUJLKlhFIQSBY1L+o6LNNx2c2E6qWECrqm49bqDd37IN0uu+HBROopebsTcu0OKwSrBfkuUkIBJSE3uWKS0I4ADQFVYRLRjoFqc+8+JbTcEWm+t0iosUposVTTvZu0rKMdVx3r6fSZUFbKKgvyCCjPzQLPQ+DJKU5VbBCRwM17sBGS2Ft2XHIlVNB4rWrj1R5M9AAqoUQzobwAkYCx08yEWml6QtWKFmollMaO21RjKUmfndFMqNXCg+P0mAntonTc5i86vdVQp6s9SiiAtifkchwHb4+zq9JxAUUJTa1ndT+gMHEPOHWKTbiQSkRPnWKzLxNEUG3u3dQRCgD5jlFCm3ZcAytaRLGBWk3s6ooW9TCb9UxopVaHw9p5M6HqcyKLdFwaFRNoKqGUM6VtSceVRQicBTynjd6pIp3RwUTtze0mBllPKImaqUraRttxaWdCWz2jNMFEzQ8grYrpEATkyvTEguM4JeSI9UwoazuuTdBvJrT5i65cres66+J22dpS0QIApU7oCvW5umomFADC/QE0RAnZ+AZC/f52b+fBxr/6V+zWevJJMym3zUg0HQbdpIQ2xAbKxWqrcqqdKBYqcLpssFiM0z3U31+uLg4mas2EMlZCK3URDhsdSdsMVjOhqsBAuxbtPCdAH0xUk8jTcWntuCSBRqpIZ9px7wEyAEljyJDACUQvlpXajkuqhDYJEuH1Fp6HleeplFD1NIrWjuuwClSzqZuhhBzR7UeFYOEhWHjm1lmnnjOhTRKqd1eoMhNqLAn1eDtDCQWUudDumwlVkjuT5lyoCRNMkVzNwOG2d4S19V5R2FAO8zpFCTU8GbdsEAk1QgnVYyaUoRJarTeYzoRS23FFemW2Sklkqw2x5WjUihpFRUtNEjXPgwKbSKgZTHRv0EooBV4gttQC5Eoo7UwoqRKqrEE3i8mqosXOUL10WNmtpa7HvKLFJuhml1UT+PROyHW77W3pCQXaPxMKKA9uXaeENlUas6bFhAm2SKymEe73g+O4dm/lnqGOE3RKOq7xHaFNC7DO6bjlSh2CwEOgrBW5E6qtdFy2JLRaF2FnqK7SdmpuXgdgMxPKYg1SOy1Al45LmnCrXkukhBLacR9IJRSA5vlORQltaA41opsJtbSKY0muBchnQgGFRFKl4zJI2AWa6biMwoTsjJJ2VThsbEktcCsdV4+qEadDOdXVy+7buo/ThnLbgok6RAntOhLqBwAkV7Nt3YcJE/cbkqtdWM/S/PnVGUpopQ0doU0lVOeZ0Eq13vq9zHzt1kxo51a0yLLMLB2X1UxojcVMqNigIrJ0M6EqCSUIJpJFIgVVJO4XfUBJaEPjMKyVV06StL5gqqxNQgatvAUNWUJD1h4UwnMcbLyFmkRSBRMxmgm1syShjDpHN69XYRwipJ4wsk7dBTYFE+mthLpsKLYtmKj9Sqi3x9V1dlxf0AObw2oqoSZMMEZyNdOyu3cL1J9fnWAhLrVFCW2SUL3Tcat1Xay46tqAHsFE7NJxa83xqI6aCWVmxyUnsjR2Xho7bp3UjttSQrW91x7IdFxAO5m0NPs+NZNQSjuuci0ZEaSZKQWUmhaaYCJWM6F2hhZa9kqoVYdgoiZR1IGEbg4m0hNOlx3lck0XNffu97SB4zpHCS3mK5Ck7kma5TgO4f5AK8nThAkT9GiIDaTXu08JzXeSElq8j5XQSp25Xba1tg4VLfVGA6IkwcmI2LKa42S5VrUhwkExzynLMptgIkIltN4ioSR23AZlMJG2PTcoOAbQxSRUK/u2Ntm91q5Q9U1EU+9CMxdKNRPKUyqhjGZCHYKAuiShweCBnvVMqN0qoKxDMBEA5gorYFwwkdtlgyTJut9nM3ieg8tt75B0XCdkWUYx3/69aEFkMICEGUxkwgQzpOMbkCQZkS4joaodtzPScautcQuj0JoJdetvx9UjGRe4dZDNUmlVHVqslNAqI/USYFzRQjGjKsoSJFmmmwmVyHtGaWZCRZlsJvRWT6i295oZTHSPEAjJJG06rnItuRJapaxYoSGQ6oeYxUwoQG/rBdjbcVmTWuDWqWWlqoMS6jBKCW3OnhodTuRxdIwSCqAL50IDSK6YJNSECVZQ7e3dpoTesuN2AgmtGG/HVdNxnfret1Sp6WbHVQMObYwII3CLNDIjoSK79VjZcamTbRkosizsuEQzoRLZTGijZcfVqIQ+qDOhWtm3mvhEOhNKY8elU0LbF0ykJnuxmAkFwKRahXk6rk1gbptV1cqyjkpouaIvOVQ7SItt6AotFttPQlX1oNvmQiODAaTWs2g0usdGbMJEJ0O1t0cGu4uE5nMl2B1W2HQiSPeKWk1EvdYw3o5bVNNxDbDjOtgGB7XWrtZhtwngeXapzKzDjtgqocozIq0dt0KZ1qs6COnsuA3YCGdKaXpCSStaWkoor10J1aqebkbXklDNSighmbRSzHXaKBNu7dQzoQLV9TzHwWax0M+EqooqCyWU8Uwoy3lVFbeUUB1IqEHBRM7mHI3xCbmOjggm8viUMI+uU0L7A2iIErLxjXZvxYSJ+wKJprOg65TQXLkjVNBS09ni1jkg6G/dt1yD3S7AYtH3MbeiYzBRpSYyT8ZlpTbevp6NaUULZbJtQ4RDIP+eqM/NpMFEokRn51V5CnEwEVVFi3Yl1PIgklBRYzquwBMqoaqaSTITaiFXUQFQp+PSXg80iSztTGjzhx0L8mi30lmMb4fDZmU+u9ma29QhmEiw8LBZLbrbcd3NORrjE3LtnWXH7TolVEnwTKyaCbkmTLBAcjUDh9veESmzWlDIlTsjlKh5qNiOYCK9O0IBpSdUz4oW1gS3UmcbdsRSCa0wnAklVSGBWyNodsKZTvV60pnQmtQAD05zSBAA1GXyYCILZwHPaaOFolyHhUB5VdG1JLQqaXs4tPPKD6NKQ5vKInAWCJwFZVG7OuOyKD+YCnWyh2q31Y6CSP5A7rHakK/RPdB7bDZsVOnW8NqV136jQq9weR12bJSrzFJbvU47ciW2ypvPpfyyzeX1ITA+rxPZXEmXtVX4/W4AQCpV0PU+tyMY8iCxnjM0lfdOCPf1AACWZxNt3YdWjO4cAABcfmu6zTsxYeL+wKW3bmJ0ez84jp0l0giszCcQ6fe3exuIr+cAAIGQx9D7JlN5+HU+OJBlGdmNMnw6EexsvgwPYyKda9qUPYxmZXPl5np2+vU2KhW4rFZYeHJqIssy8rUqvDbygwH1udltJVuj2Hxu91Bc7xLIri2LFTgs2q+tSlXYee3X1RoV2Hjy733XktByI6/pz3sFLwCgIBY1XcdxHHxWN3J1bdcBQNCuPMhnatqvBYCQ3YV0hZxsRFxuJMt0ZCXqdiNeJNu/il6v8ssnlqdbBwCiPg8qdRH5Chu1rNfvwUapylRZ7A0p77W1lD6WyP5oD1bjOV3WVjHQ7wfPc1hcSul6n9sxNhFFLltCJkX/XqGBx+fE6GQvrpydb+s+tKJvJIyte0fw6nNn2r0VEya6HusLSdw8v4DHP3ao3VvRhHyuhIWbMUwdHGv3VjA3HQcAjG+NGnrfpcU0RkZCut4jnS2hWhMx0Nujy/rrqQ30h3xM14xnlWfnPr+XyXqJvHJQ3dtDf8gQyxdbz4ukyFUrqDUaiLjJ10mUleePiMtNdH2q+dwespNdn6kVEbCRXZurF+G3av/a8/UCPIL290SpkYdLIH+Pdi0JLYraSKin+U0paLwOAPxWDxkJtSn3TJOSUIcbqSo5iQw73SjUayiL5AQr4nIjUaIjBFGP8mGK5elVtYhXWSu+wUah6wsoH7pYVvv74m5w2q3we51YT7FbczMGoj1Yi+lLQm02AQP9fiwuGktCxyd7AQBzMzFD73snTB0cw9VzC13VFQoA73v6EK6dmUPM4AMEEybuN6iHOe/7eHeR0KvnFgAAU4dG27wTYH4mBn/QbagSWquJWFvPYmQ4qOt91pqHwf26kdA8+hiT0FhWeXaK+tl8P2K5IniOQ9BNrzrH8gVEvWTkS0WiqDwzR1zk+1FJaNhJtkaqqlwfcpBdn64WEbRr//5UGjVUpBp6SEiomIdX0H5dUdyA20J+oNGVJJQDh5JmJVQlodoJVY/VjVxdO+kJ2JQ3YLpKRphCdheytTJxxYv6AVI/UCSIuN1IUCqhQbcLAs8jXqAnjuppW3yDjVKm/iBWfzCzQl/Ih3XdlFAfEukC6nX6tOF3w8hIyHAldHyrQkLnm6fn7cTUoTEU8xUs3Gw/IdYC9YH5NVMNNWGCCq989zS2HRhD32i43VvRhCtnF8BbeGzfO9LurWBuOo6xCWNV0JWVDCRJxsiIvt831ZHUH2VPQgulKgrlKvrDbEnoeiaPkNcFK4MgIUBRQsNeFwQGAVDxQoFaCY2XmiSbQglVHYQRZ3uU0HStgCCBErrRFMtISGhBLMIjaL9nuZGHi0BBVdGdJJTjURK1PeDbeTsETkCeQAntsXqQJSChdosVHsFOpYQCQIZQDQ03r6ex5EbdbqQrZaqqGJ7jEPG4GSmhKgllpIT62SuhANAX8upGQgd6/ZAkGbGkvgmoI8MhLC+nDa376PG7EAx5MNcBxE+1sl05M9/WfWjFwHjUtOSaMEEJ1YrbbSoooPzMmpgagEPnepL3QqMhYWEmbrgVd6Hp4BkZ0VcJXY1lAehDQtVxHnW8hxXi2QJ6A+zWjOUKrecyGsiyjHi+2HLOkUIVTaJu8nWS5SLcViuchAm7bJRQ7ftXeUqPVfu1BTFPZMctinm4LA+YHdcCC0oaySTHcfAIHhQIyGSPzY1cjYz0BGxuipnQZjgM4VxotOlnp7HTqqdJSUpLbq/Xg3iBxUyoasdlrIRm9FBC87oE7KjWnzWd50JHRkIQRQlra1ld73M7xrZGMTfTfiW0fySIQNiDK2cX2r0VzTAtuSZM0KFbrbhivYEbF5c6Yh50fSWDalVsOVyMwlLz597wkL4zoWuxHEJ+dysRnyXUcR7WM6Hr2Tx6GVlxASCRLzKZB82WlVlOaiW0SDfPCSgklFQFBYBUtQSB4+Gzag+sasgSsrUSkRKq8pQegmvzYgFejQqqKNVRlUoPnhLKc7xmOy6gWHILIgEJtXpQbFQgEthig3YP0lVSJVQ5RUkRXh9ufoiSFQo7btNXnyhRBhwxUkKdNit8DjszJdRuFRDwOJkrof0hH8rVOnJF9p2XagjCqs5zoSPDyi/wdoQTLc4lDFVg7wSO4zB1aLzrlFDAtOSaMEGLbrXizlxZQbVSx65DY+3eSiuUyGg77uJSCr29vlavtl5YjeX0CyVqOp30mAntY6iExjcKrawOGqjPh1FKEpooFeEQBHgo0nHj5WLr+ZkEqUoRIYeLKFE7VytDgtzKlNF0bdOOqzWYqCbVUJNq8GicCS03lO+Z+0ELJuI5C4oa7bgA4BE8yBOQUPUbSjIXGrS5kSZUUWmVUJXEJqlmQpWvPVGkI329Xg/iDNJxASDa42FGQgGg1+/FOmslNKz8kF/XwTIbDnggCLz+JLSZLGh0ONGWyV7UqiJWl9rfdbnr0CjWl9NIx/W1PrOGack1YYIcXW3FbSZ6Tx3sjFAijgNGDSahC4up1iGqnliL53QLJVpLbcAmWBD0sauZKVZqKJSrzEKJqnUR2VKFiRKqOuVYKKFRl5uqUilZLtGR0GqRah4UAJEdN9ey42p7DVVxTisJLTWU5yLXgxZMxMNCpIR6rGRKqK/pryataWmXEmqzWNBjcyBBMxPatDTQ1rREvW7kq1WUavRVKFGfh5kdFwD6Ap5WbDmzNZunl3rUtFgsPPrCPt3tuB6PA8Gg23glVA0n6gBLrmppu9yNaqhpyTVhggjdasUFgMtnFtA7FEBIJ3KkBXPTcQwMB3VXJDdDkmQsL+tfzyKKDcRTeV3mQQGlnqU35AXPs+unVR1fvczqWZrzlwxmQltKKIOZ0AjFPCigCDdhwnlOQBGO1EwXrcg0n/dJ7LjZehE8eLgFbTbgfJO8ak3HVVtKHriKFp5TZkK1ztuR2nFVJZQknChocyNbK0GStVsLfVYHBI6nqmmJuNxU6bhhlwsc6EmoerrFIiE36nMzVUKjfi/WdbDjAkBMr5qWXn8rFEFPjAyHDFdCR8bC4HkOsx0QTjQxNQi7w9p1faGAack1YYIU3WrFlWUZV87Od8Q8KADMTccwNmHsPGg8sYFKpa67EhpL5iFJso4doezrWVTHVx+repbmc1jER2/HjTMiofFSgSoZt9ZoIFuttAQYEihKKGEoUTNDJkCohPZY3eA5bdSOXAlVnm8fuIoWnuMhoYGqpI2ceQQPCmJRMyFUh3w3CLtCJcjI1cuar+U4DiGHC2mKmc6w00Vlx7VaLAg6nQy6QpsBQAzmQqM+D5KFIhqM+ht7/R5slKooV+lVWhU9HgccNkEXJRRQwonWDLCIqjUtegQs3Q12hxUDw8GOUEIFqwXb9g53pRJqWnJNmNCObrbiri+lkUnkO4KEVip1rC6lDU/GXWol4+pLQtVxGD2V0D7mybiMldAmCe31sVFCAy4nbIJAt6diiSoZVx1/o7HjpqslcjtuSwnV/ppu1IvoIbiOmIQ2xyKdD1wwEZR+o6LGhFyv4IEMGSVRG3lV/dVZgtlO1ddNbMm1u+mUUIebioQCQNhF3xXaUkIZzIVGvR40JBnpAl1Ykgp1SJ9lOBHHcegP+3SZCQWUrtBcvoxiqarL+ipGhkMoFKrIZNjZn+8F41t7MTfdfiUUUPpCZ66solKqtXsrmmFack2Y0IZXv3saQHdacVXHxq7DY23dBwAsziYgy0rauZFYaP6s01sJVZ1IAzqQ0FpdRDJbZN4Rqvahs5oJjTXHoiIMSGi8UESvh26dilhHvlZFmDIZF7hVcagVJbGGklgnrmfJ1IrgwaHH5tR8bbZWgJ+gnkXNytGajtuy4z54SqhCQrXOhaodOFotuT5BeTORBhMBIO4KDdpdSFGl27qpekIBpW8pTl3RorwOLJRQdQieWdCRWtOSZRtO1Bv0Yj2tnx0XuFWWrRda4UQGk5jxrVGsr2RQKbef+E0dHIXUkHD94mK7t6IZpiXXhAlteOW5M5jcP9p1VlwAuHx6Hm6vA6OTxlpg7wT1EHGL0fUsiyn4vA74/ewCfe6EtXgOFguPCGO1EgDiqm02yNqOm0fI64JVsDBZL7FRgF2woMdpp14rli8gSpmyG2fQEaqOr5FWvKSbohF5MFERPTYXLBottYDCUXxEHaHNlFuLtmvLjTxsvANWnjyJuEtJqLLtksaEXI+gvMBaE3ItvAVewUUUTBRoKaGECbkOOiU07HSjUK+hLJJbTaNuD3U6rsduh9tmZTITqsaBx3JsSGOfn70SCkBXJVQ9fV0zqqZl0dik2vGtvZBlYH42Yeh974SdB5SUyStnuq8v1LTkmjBx71CtuO9/+nC7t0KEK2fnsfPAKHi+/Y928zNx2O0C+gYDht53cSmF4eEQVTrqvWAtnkNfxAeLhf1rvabWs4RZ23EL6GVYzxLbKCDq8zB5reP5ArOOUJp5TpWEhp1khxiqaESqhKarBaJQIkAJT9WajAsoJNRlcULgtVmhi+IGlQoKdC0JVZVQbQ/43qYSSlrTQqOEZgiV0JDdRZyOC9z6INGEE0VcbiRLJUiUc4FRj4epEppgsBawSQllXdMS8iGTL6PCcNZUhRqGoHdCbiTihcNhxeJiUtf73A7VwjXXAeFE3h4XRid7uzKcCDAtuSZM3Cu62Yqbz5WwcDPWEfOgADB7M4bRLVFdSNq7YXExpfs8KKBzR2gzS6KfdTBRNo9eRlZcAEhsFBFlYMWtNxpIFkv0ybgleiVUdQ5GCGdCUwyUUJJ6lobUQF4sae4IBZR0XA/BXGepkadKxgW6nYRqJJOe5jeHJCG3x+YmUkJ7bC5w4ChqWtwoiXWURDJbouprp7HkRtxu1CUJ2Yr2cKXN6PV6EGNgoQ26XeA5jllNi90qIOBxMldC1VCBdR0Scr0eB9wum+5doRzHKQm5Bnd29g0E4HBaMd8pc6EHx3D13AIkRmFYRsK05JowcW/oZivu1XOKU2PqUPv7QQFFCTV6HnRjo4xMtmQICV2L53QLJVpLboDjgGiQrRIayxZaGRhM1tsoIMogGTdVLEEGfUeoml0SpiKhRbitVjgFslqhW0ooBQklUEI3mlk3pMFEWutZAKAk5qmScYFuJaHN/xU1K6EUJNTqQY4gmMjC8fDbXMQzoWrMc5rQkqvaEmjSbVl2hcYZqJeChUfY62Ja09Lr97biy1lBjVdfT7O35HIch/5oj+5KKNBMyDW4poXnOYxNRDHXAQm5gBJOVMxXsNAByqxWmJZcEybeG91vxV0Ab+Gxfe9Iu7eCbLqIbLqIcYPnQRcNCiUqlWvIbpR1I6GxdB7hHjez2U0AKFZqKJSrzEKJZFlGomnHpYXqkGNhx7VwHEKEVlpAIaGkKihwSwkNkla0VIsI2rW/Dmpwag9hMJE6rqgFpcYGXBTJuECXklBAiQTWOhNq5+0QOAF5jam6gPKNJVFCAcWSSzMTCoA4nEiNmU7ShBs1T5VoE3KjHjdihSKTuo+I18NMCQWAvoCnFV/OCmqynW5zoQZ2hcYTGygbHBI0NhHF/HTc0HqYu0G1uF3pwqoWwLTkmjDxXuhmKy6g/GyamBqAw0UeEsIKaiiR4fUsS8bWs+hlx11LbqCPeTIu23qWfKWKcl1kREKbNloGHaFhlxs8xYxqvFykqmdJVYpwCzYiJbXWEFEQK2RKaJOfkM2E5onsuEUxD5flAbTjAoDb4tOcjstxXKsrVCt6rB7k6to7RgGlpoVWCSUNJ1KHo2lqWlR/PW1XaK/Xg3qjgUy5QrUOoMyFslRCo34v1hmT0LDfAwvPYU0HOy6g1LSsxTd0J2kjI0EAwJLBltzxrb3IZUvIpIyth7kT+keCCIQ9uHK2+8KJANOSa8LEe6GbrbhivYEbF5c6Zh50blpxsBithC4spmC1WtCnEzlUoTqQ9JwJZT4PqibuMlJCVRGgk5TQRLHUEk1IkSyX6EhotdR6btcKNTsmQDATmm1m1pBUtBTEouZ6loYsoiqVHlwl1CV4USJQNL2CB4W69uv8Vg8kSCiI2ucigzYKEkqphNosFvTYHEjQzIQys+Oq1SpsEnLZ2nE92ChVUWYYIiRYeEQCnlbIAGsM9PpRrYlIZ9n0pd4NIyPKQ5nRNS2tcKIOmAvlOA5TB8e6Vgk1LbkmTNwd3W7Fnbmygmqljl2Hxtq9FQDKz2x/0A1/kH5eUAsWl1IYHgrqHobU6ghtVqWxhCTJiKUL6GVc/RJnrISqz18sZkLjhQIEnkfQTVerkygWqJJxAUWwCRMm2wLKszrNPCgAIiVUDU7VqoTWpBqqUhUejTOhKv9yP4jBRIBSjlrUaMcFAI/gIUrHVbt3SCy5QbuHOJgoSKmEAgqJpEnHddtscFutDLpCmym0jBJys6UKqnWRei0ArWF99uFEPv1IaHMeRW9L7kC/HzzPtaErVDlF7wQSCigF8OvLaaTj+nw/9YZpyTVh4s7oeituM7l76mCHhBJNxzE2YawVFwCWFtMY1nkeFFCUUJfTBp/HwXzt9EYRdbHBXAlVe9BZzYSqJDRCqV4CyjNhxENnowWAeKlIpYTWGg1kqxUqIpuqFomVUJUnBAnChVQSqrUnVM3I0UxCm5k8D2RFCwC4BO12XEBJyCVLx1W+QSThREGbGwWxgmpDu8rmEmxwCVaqmc6w00VtpY24PdQdn6rfnwUJVVXVGCM1VP3BvJ5hPBca8rU6v1ijv2kFWlnP6rK+CptNwEC/HwsLxta09PhdCIY9mO2QMCDV6vbOqdn2boQQ6gP2S8+ebPNOTJjoHMiyjJe+dbJrrbgA8M6pOfQNBRHS2YZ6L2iIEhZm44bPg1ardaytZzEyHNT9XqsxJRlXjy7SVkcocztuHiGvi1nY0S07Lr0SGssXqOdBRUlCulymqmdJVRSxh24mtEQeStTkF0R23FoRHsEJgdf2/c3XVRKq7Z7FphL6wJJQnzWIopiDKGkjdgFrAKlaWvMcXdTuBwDEqxlN1wFAn7PZ6VjOar4WAAZcPVgukl0LAMOeHizmya8HgBFfDxZydGv0+bywWSyYS2t/DW/HaNgPAJiNs5lTHIsqhdqz62znHscGglhP5ZEv0s/B3o6hPj8cdgFXp9eZr307duwYwKVLy4aHBE3tHcb5U3MdEU60ddcgAhEvXnruXLu3QoSB8SgOPjmFZ/7vHyGfaf+crQkTnYBXvnMas5eW8bFfeaLdWyFCPlvC6Zev48iTO9q9FQDAlYtLqFZF7NpvbErv5SsrkCQZO3YM6HofWZZx5eYaJscjuqw/vawc9o4PsCXTM+spjPUG2K0XT6GvxwOnjazKZDPmUhmMBv1UayzmspBkGcM+8oOYhQ3l2XTIQ7ZGRawjXilgwE12/UopAw4c+hzaDyDi1QwiTZ6iBema8swbtGl7v+XqyvvUZ6VzHnQtCQ3aopAhI1tPaLouYg+jJtU0J+T2OZRv0GpZu5VtxK18kxaLZARnzBPAQoGcuG3pCSJRLiJfqxKvMREMYiaThkRBBgSex0Q4iBtxejvg9n7lF8D1dW3f/7sh7HMj4HHixgqb9VTsHFcspdcW2FeNCIIFu7YN4MLVZeZr346DB0aRyZYwN8/29XkvPPT4NqQSeczc0J9ovxcsggUf/qVDOPXy9a615H7xyydQzJXxjT94vt1bMWGi7ahV6/ja734L47uG8KHPPNLu7RDhpe+dQ70m4qkTR9u9FQDA26/fgCDwOHh0wtD7nju3AJ7nsG/vsK73WVxJI7tRxr6dQ7qsf3UuBp/bjoEIO1VbkmTcXEli2yA74nx9LYHtffTrbVQqWM8XsC1C50KYSSvP11uD5KRoLqc8Z2/pITsAWGyKRaMesuuXSmn0OX2wW7QT+7VyEgNO7a9hoqqQyYhd27WZmvJM67fRvQe6loQGbMrDfaamzaqnvtDqC3+vsFtsCNl6sFbRTqCGXU0SWiIjX6OeIBYKGWICON78QM3lyFW+yWAIFVHEap7u4XsyEsLNBL2t0223YTjYg2urbEgRx3HYPhTBdcYkdMdYk4TO62Mp3Tc1hJmFhC5K62YcPDAGADjTnD0yCkce3QoAOPnaTUPvezccP3EEUkPCT75ztt1bIcKWXUM49tlH8dxXf4o1gw8UTJjoNHzvqy8htpjCP/rtE7qH2eiFF545ha27BjExpa8CeK84+dpN7D4wCrfHbuh9z5ybx84dA3C59L3vhasrAKAbCb02H8OOsV6mVt+lZBblWh3bGZHQal3EbCKN7QP0691MKM/FkxE6RW06o6wzESBXkGdyadgtFgy4ySym83nlGXvMS6Y4LxZTLb6gBbIsY62SRp9D+7WJahI23gavxpTbTC0GrxCElaerhOrOn7oA/FZl3kBl4/eKcJOEJjWSUAAYcIawVtZ+XcDmgkdwYLFIRkLHvAFUGyLWy2TzihNNEjpDQUIngsoaN9N0Kua2SBjr+QI2KvSkaXt/BNfX2D1IbxuMYGYthXqjwWxNv8eJ/pAP1+bZK6EAsHfHIGQZuHRtVZf1VUSjPgwNBnDunLEVJYGQB9umBvD2azcMve/dMDQewa7DY/jRMyc7wiJMgs//1sdhsVrwJ7/77XZvxYSJtmEjXcA3/uB5HP7QLhx8Yqrd2yHC9OUVzFxZxfETR9q9FQDA+moWC7MJPPT4pKH3LRQquHFjHQcP6B/MdOHqMgI9LgwPsLO2qqjVRUwvJ7FjlG21jerwYqWEzsRTaEgydvSzI6HbonRK6HQ6jT63B147+SHEbC6NMV8AFp6MGs0XmiSUUAldLKZazkktSNU2UJPqGHBqvzZZSyJsD2s+9MjUEghQqqBAF5NQnzUACydoJqGkSigA9DlCRHZcjuMw4g5iidCOq0r7C3nC631+8ByHWQoSujWgvLlVywMp1NMu9QcPDXb0R7CYzqJYrVGvBQDbByOoiQ0sxOhnVjdjx1gU1xb0UUJ3beuHxcIbY8k9OIYLF5cgiuxI+r3goce34frlFWQ7ZI7xqRNHsTKX7NrO0HB/ACd+/The+e5pXDk10+7tmDDRFvzP//jXKOXL+OKXT7R7K8R44dlTsNoEPPGx/e3eCgDgZPOw8Ohj2wy974WLi5AkGQcN6Em9eHUZe3cM6hJKNLOSgtiQWg4qVri+koCF5zDRzyY5+Pqa8vzMwo57I5GC22bFgI8u4GY6nWqJJaSYzaWJrbgAsJDPIGh3wWfTnpqcq5WQq5cx7NJ+f1Uc6ydQQpPVJCI27QcAmVqs5UilQdeSUJ6zwG+NaLbjOiwOeAUPEQkdcIaRquVQbWgnPSPuEIUSqrwp1VMWrbBbBAx5elp+dxIEnE6EnC5M0yqhzdMuFiR0e38EsgzcXGeT2qpaVfSw5C7FsrpYZp0OG7ZtibYsQnri4IFRlMs1XLu2pvu9NuOhxychy8CpN6YNve/d8PhH9sDptuFH3+zelNkTv3kcgagPX/nSN7tW0TVhghQrMzF8749fwlO//DjGdg62eztEqFXreOm5c3js+G54e+j6FVnh5Os3MTgSxNCo/jUpm3Hm7DwcDiumdP5exlN5rMU3sG9Kv3lQANg5xjZZ+MZKAmO9QditApP1rq3F4bRZMRyin1u9mUhiMqJdidsMWZYxm0ljkmIetC41sJjPUpHQ+UIaox5CK25Jeb4nUULVMcF+jTOhsiwjUU1qngdtyCJy9RQCNvr3adeSUAAI2KJIa1RCASBsjyBR1U40VKl7vaKdDA67glgrZ1GXtPda9jm9sPEW6nAiGjsuAGxthhPRYMDnhdtmww1GSijALpxotDcAq2BhTkL1DCcClNmUa9PrqNbYdKbeDfv3jYLjgLPn5nW9z+2Y2N6PYMjTMZZcp9uOD/z8frz6g4soFfSdxdULTo8Dn/83T+PqqVm89r3unG81YYIUf/Lvvw2r3Yq/968/1u6tEOONFy+jkCvj+Kc6w4pbKddw/vQcjj5mrBUXUEKJ9u4ZhtXKpn7kbrhwRXEc7dWJ7F6bZx9KBADXlxOMQ4mS2NYbJratqpBlGdfjSWyjnAddK+RRrNcxQUFCFzeyaMhya3yNBAuFDHkoUVOkGnZrv361nAIPDr0ObQS42Cii3ChrJqG5WhIypPYroRzHBTmOe5HjuJvNv/+tV4DjuGGO417iOO4qx3GXOY773zb9ty9zHLfCcdz55l8/p+X+AVtUsx0XUCy5JDOh6tDvGmFCrgQZKyXtRNLC8xjxBFpDzyTY0hPA3AZ5uBEATARDuJlOUSknHMdhWySEG3F69bLf74XPYWcWTmS1WLC1P8Q8IVf3cKKdQ6iLDVy9qa9C6fM5Mbm1D2cMJqE8z+Ho45M48+aM4Vbgu+H4iSOolGp49QcX270VYhz/7GMY2zmAr/3Os6jrfIBhwkSn4PLb03jte2fxqd98CqE+f7u3Q4wXvnkKvUMB7HvY2BTau+H8qTnUaw3DrbiJZB4LiykcMGge1OmwYitjpVKFHqFEuWIFsWyBWSiRLMu4tpbADgahRMliCdlyhck8KABspQglUsfVxglJaEWsY620QRVKxIEjsuOul1OI2P2w8tqUbtURGrZr+16qvCvYAUrobwH4iSzLkwB+0vz/t0ME8C9kWd4J4GEAv8Fx3OYUgP9LluX9zb809QYEbL0oNTZQbZQ1bTpiDyNZS0GSJU3XqfHHqxXtBKoTalrKYh3rRbJwIwCYDAaxUa0iWSoRrwEoc6E3EklqGyDHcc1wIjZ2XECx5F5fTjC1KKrhRFd1IqHqqaxRltyrV1dRLrOZw71XHH1sEqViFZcvLBl637thx/4RDE9E8cIzp9q9FWJYLDy++OUTWJtP4vtf+5t2b8eECd0hyzK+8qVvItTnxyd//Vi7t0OM2HIa59+cxrFPHAZPqUaxwtuv34TTZcOeg/qTwc1Qw/KMCCW6eHUFe7YPQtAhSbla0yeU6PqyQhhYKaFr2TzylSq299MRRwC40WxKoE7GbY6J0dSzqE5BUiW0nfUsq5WkZisucCugVasSmm6OQbZdCQXwNIA/bf7znwL4xdv/gCzLa7Isn23+cx7AVQBMvAyqHzlb156Q25AbyNazmq7rsbrhtNiJlNB217SoPvfZDXIiO9EMJ2IxF5otV5As0pFZANjeH8aNWBINSduBwt2wYziKTKGMWLbAZD0Vuyb6cHlGn67LHq8TY0MhXLxmTDiRKEp455L+99qMA0e3QBD4VvBFu8FxHI6fOIIrZxewOK3P4YIROPyh3Tj45BS+/vvfRz7bGcFPJkzohVe+cxrXzszhC//2aTjcxlaIsMSL3zoNADj2ycNt3okCWZZx8rWbOPjQhO6W2Ntx7tw8fD4nJrawJW+3YyNfxuxiEnun9LHi3liMQ2xI2DXRx3TdK0vK8/HUCBv19lqzkYBFKFErGZe2IzSTRsDhQMhFPhs9l8sg5HChx649VAhoXz0LoLgz+wmScW8podpe/2w9AR48fFb62W9aEtory/IaoJBNAO/6Luc4bgzAAQBvb/rXv8lx3EWO4752Jzvvu0EloVrnQtUkKK3hRBzHod8RIiKhnVLTMpulSMhlVNOinnrdYNAXuqM/inKtjqVUjnotAJgaVn6RXVlkSyx2T/RjLbWBJGNyq2Lf1BAuXV9Fo8GGjN8Nu3cNwWq1GN4X6nLbsffQGN7ukL5QAPjQLx6EReDx4rOn270VKnzxyydQzJXxjf+oyYhiwkRXoVat42u/+y2M7xrChz7zSLu3QwxJkvDis6dx4LFJRHWoCSHB7M0YkvENw6tZZFnGmXMLOLB/FDzPPq12M965rtSg6dUPeql5SL17Sz/Tda8uxdAf9MHvdjJZ79paAhwHTPYxUELjKQRdToTcdMFaN9MpqnlQgD4Zt131LCWxgmy9gAHCZFyXxQW3oO31z9Ri6LGGYeHoD5zek4RyHPdjjuMu3eGvp7XciOM4D4BnAfxTWZY3mv/6vwGYALAfwBqA//gu1/8qx3GnOY47nUgoJzEqCTWypmXAGSay47a7pqXX5YFLsFLVtPS6PfBYbdThROqpF5uEXGUtVuFE2wYjsPAcri6xDRFSf7Fc0kkN3bdzEMVSDTMLbOdZb4fDYcWuqUGcM3guFFAsuUvzSawts63QIUUg7MXRJ3fix98+A7HeGbOqJNiyawjHPvsonvvqT7E2r+/7x4SJduF7X30JscUU/tFvn4BFBzulUTj/xjTiq1kcP9EZKiigpOICwJFHjSWhS8tpJJN5w/pBBYHH1Fa2SqWKSzNr6A16EQl4mK57ZSmOqWF2M6zX1xIYCfrhttuo17qZSFKroAAwk05RzYMCKgklP9RpWz0LYTIuAKJkXEDhXCyScYF7IKGyLH9YluXdd/jruwBiHMf1A0Dz73d8cuc4zgqFgH5dluVvbVo7JstyQ5ZlCcBXABx9l338kSzLh2VZPhyJKDYAt6UHVs6uuaYlZA+BA0eUkNvvDGG9nNY8Twq0t6aF4ziM9wSoSCjHcdgaDLWGwEkRcrsQdDlxI05PQieiIQg8zyycyGETsKUvxFwJ3TYagWDhcXlWn/Cgvc3TWWPmQscwPRNHLkdvp9aCo48rgRcnX+8MSy4APHXiCLKpAk69fK3dW6HCF37raVisFvzJ73673VsxYYI5NtIFfOMPnsfhD+3CwSem3vuCDsYLz5yC1+/CIx/e3e6ttHDytZvYtnMAwTBbAvVeaM2DGtIPuoIdE32w27XP7N0LLs2uYfcEWxV0o1TBUiKLncPsrMrXGYUSSbKM6WSKeh40VSohU6lQzYPmqhUkK6XurGcpqySUzI5LQkLTjDpCAXo77nMAvtD85y8A+O7tf4BTYr7+GMBVWZb/4Lb/tvkT90sALmm5OcdxRAm5Vt4Kv9VPlJDb7wihLotIVTfe+w/fhhFXiLimpd/lo65pmegJYnaDjkBOBIPUM6GAMhd6k4Ed124VMB4J4PoaOwVnaqQXV5ZiTMOJHDYrJkciuDSjDwnti/jQG/biwlUD5kKbp87nzi/ofq/NGBxW+uc6yZJ7+P3bEYx6u7ozFABC/X6c+I3jeOW7p3Hl1Ey7t2PCBFN84z/+NUr5Mr745RPt3goV8tkS3njxMp782AHY7Gw6H2mRy5Zw7dIyjhpsxQWUftDeXh8G+v263qdarePazLpu1SzJbBFryQ3s3sJWZb3WmgdlQxgKlSqW0jls76cnoau5DRRrdQbJuPShRHPNrBQaEsqinoWGhA44tHeEJqtJzfOgdamKgpg1Tgl9D/y/ARzjOO4mgGPN/w+O4wY4jlMHjB4D8DkAH7xDFcvvcRz3DsdxFwE8CeCfad1AwNarWQkFFEsuqR0XIEvIHXYHiWtaeI5jUNMSxHI+h4pIXsewNRhEolTERpWuH3FbJITpZIqqMkbF9v4IMzsuAOzUKZxo95Z+XJmLMQtRuh37poZw8eoyU/J8J2zf3g+3y46z54wloYBiyb14Zh7lkrHpvHeDRbDgw790GKdevo50XPvBVCfhxG8cRyDqw1f/j2d0fw+ZMGEUVmfj+N7X/gZP/fLjGNOJRBiFl753DvWaiKc6pBsUAE6/MQ1Jkg3vB200JJy/sIBDB8aYVprcCZdvrkEUJd3mQVWH1O6tbJVQ1qFEN9aV5162oUSUybjN8bCJIEU9SzMrhZSEsqpnGXJpv361koRXcMFj1Tbzm6vnUJfriGiuZ/nZcUhaUJFQWZZTsix/SJblyebf081/vyrL8s81//k1WZY5WZb33l7FIsvy52RZ3tP8bx9XQ460IGCLIFOLa35oCttDRCRUlbxJu0IBupqW+TxdTYsMYIEiIVc9baK15E5GwijW6ljN0T+47+iPYD1XQLaorarnbtArnGjPRD/K1TpmV+iV5Dth784hpLMlLK9ldVlfhcXCY9++YcPDiQDgoce3oV5v4NypWcPvfTcc++RhSA0JP/72mXZvhQpOjwOf/zdP48rJGbz2vbPt3o4JE0zwtd/9FgSbgL/3rz/W7q1Q40ffPIWtuwaxZedAu7fSwsnXbyIQdGPS4D3dnI6hUKjiwIEx3e918eoKOA7Ys0OfQ4zLs+uwWHhsH2XbP6pHKBEAJnZcVvUsM+kU3FYrBjxe8jVyaVg4DiNeP9H1qkORVAldLKaI61nok3G1XZtp1bN0AAntBARsvahKZZQb2lSriD2CTC0DUaM1NmoPgAfftpqWxSJ9TcsMxVzoVlY1LWpCbpzekqtaQ651eDiRGr2ulyV3X6sv1AhL7hjW1rJYX8/qfq/N2LV/BC63HSc7yJI7NB7B7sPjeOHZU12vIB7/7GMY2zmAr/3Os6jXyB0TJkx0Ai6/PY3XvncWn/rNpxDq87d7O1SYvryC2aurHaWCNkQJp9+cxpHHJnVPp70dZ5vheAcMCiXaMhyGz0NW3/FeeGdmDZPDEThsbOdN9Qgl6nE60Oujn/29EU9hwOeFx05XlTSdTmNLIEilhs/m0hj29sBmIUt7VUkoqRK6VEpT1bNoteICmztCtSqhynNxp8yEth2kCblhexgyZKRq2giZwFsQdfhbiVRa0O6alnGf8gGhCSca8vlgs1ioSeitmhYWCblNEsownGiiL4QrS2yV0KGoHz0eh24kdGwohB6vExeNIKHNIAijLblWqwWHHp7AyddvdhThO37iCFbmkrh8Zr7dW6GCxcLji18+gbX5JL7/tb9p93ZMmCCGLMv4ype+iVCfH5/89WPt3g41XnjmFKw2AR/4hf3t3koLVy4uoZCvtGUe9Ny5BWwZjyAYcOt6H7Eh4dL1Veyd0seK25AkXJ1bxx7G/aBqKBGreVBAUUJ3DESY2J9vJJKYZJCMO51OUc2DAt1bz9KQGohV0+gjUUJrTSXUplUJjUPgrPAIfs33vBPuAxKqfMC0zoWqiVAk4UQDzjDWyt1X0+Kx2dHr8rSGsElg4XlMBIItHz4pPHY7BnxeJjUtIY8LEa+baTjRzpFeXFlkG07EcRx2T/TrVtPCcRz27hg0JCF3dCSEUNDTFkvu0ccmkUrkMXNDn9eRBI9/ZA+cbhteeOZUu7dCjcMf2o2DT07h67//feSzxXZvx4QJIrzyndO4dmYOX/i3T8PhplNb2o1atY6XnjuHx47vhreHrlORJd5+/QYEgcfBoxOG3rdWE/HOpWVDVNDpuTjKlbpu86BzKymUKnXmybhqKBGrZNyGJGE6lmIyD1pvNDCbymBblI485qtVrBcLrQ57EkiyjLmNDF0oUZvqWeLVLBqyhAFCO26P1Qe7RdvPxkw9Br8tCp5jQx/vAxJK2xVKUNPiCGGVwI4LtLemBVAsuTNZ+oTcGcqZUECZC73BICEXUMOJ2KwF6BtONL+WQqFUZbquir1Tg1hZzyKZYbvv28FxHA4cGMX58wuGK5JHHt0KjkNHWXKdbjs+8PP78eoPLqJUoAvt6gR88csnUMyV8Rd/8Px7/2ETJjoMtWodX/vdb2F81xA+9JlH2r0darzxwiUUNso43kFWXED5Gbz7wCjcHmNJ/qXLy6jVRBw0YB5UHW/Zp1OoleqM2rWls0OJFpJZVOpiq5udaq1MFvVGg3oedLYphqhjYiRYLWyg2hAx0ZX1LMozL5kdN4Gwrb0docB9QEKdFjccFjfSdW1KaMCmzHaShhNtiEUURe1BOB1R05JLUxGHrYEQljdyKNfrxGsAwLZoCLOpDOqNBtU6gBJONBNPoSbSrwXoF060e6IfsgxcmdNHxVNPay9cMaaqJZMtYW6enQJ9LwiEPNg2NdgqSO8UHD9xBJVSDa/+4GK7t0KNLbuGcOyzj+K5r76ENYO/vyZM0OJ7X30JscUU/tFvn4DF0vWPOXjhmdPoHQpg38PGKo7vhvXVLBZmE3ioTVZcnuewb++w7ve6cHUF/dEeRELkwTfvhkuz6/C5HRju9TNdV79QInoCcisZl47Q3myOhVEl4+boknGBNtazVOg6QrXWswBNEmo1SejPIGjrRbqqjSxYOAtC9hDiBEqoWtOyQmDJHXGHIEEmSsjlOQ6jngBmN8gtrFt6gsjVlGJeUmwNhiDj1g8AUmyLhFu2DFrsGIhAbEi4GWOjhm4bjEDgeVxaYEsWd23pA8cB52/oY5ndNh6F02HF2UtLuqy/Geop9NtvG59U+9Djk7h2aRmJWOfUouzYP4LhiSie+/M3IOlUw2MkvvBbT4MXePx/fu2PUcyzSZ42YUJvXDk1g//n976Hwx/ahYNPTLV7O9RYuBnD+TencewTh8HznfPI9sbfXAUAHH1sm+H3fvvULHbuGIDLpa8CKzYkXLiyjH1T+lX7XLixgj0T/cxrZi4trGMXIxUUAK6sxiBYeGyJkJM1FddiCVg4DhNhurVuplOw8RaM9PiJ15jOKs+x44QktCTWqOpZ5otJ4nqWlXISVs6CkL1H03WiJCJdy7QcofeKslhAuVEwldDbEbUPI1ZZ1HzdoHMAy2XtZGDcrdgmZgurmq/d5lOGz69tkIXT7PD34nKGnBjtDikK38UE+Rr7+pSv4fw6XcDOgSHldTy7RE/IDo4qvyROzbJRAB02AXvH+/HWNbbBOx6XHbsn+vHahTmm66oQBAseOjCOV0/eRKOhLxGKRn2Y2jmAH//ksuGW3A9+ZC8A4Aff6ZxaFI7j8JlfexKzV1fxyvPdr4aG+v34l3/4K7h5fh7/7jP/xSSiJjoeV07N4P/1qf+MQLQH//Q/fb7d22GCP/2DH8LhsuEXfvnRdm+lBVmW8dffOoOde4YwNEpnqdSKufkEpqdjeOIDO3S/1/nLS8jly3j88FZd1l9cz2BhPYOH97CdbV1MZLGS2sCRyRFma56cWca+4X7YBLIE2c04s7SKnX1R2AWBap1z62vYHY1CoDicuZhcR9TlRtRJFnB1JaMIYDv9ZLO313JrGPeEiepZZgurGHX3waJxPnOtso6G3MCQU9vhSqyq8KxeB7v31X1BQvuco8iLaZREbamxw64hrJfXUZe02UoHnGE4eBtmCtrJ0xZPBHZewNWcdgILAHuC/Vgv55GskAWG7An3guc4nE+Q3R8ABjxe9Lo9OLtOvgYADPt7EPW4cYoBCe3t8WA8EsDbM+wUwEd3juHKUhzpPLlqfCe8f/8Ers3HEEuTpRy/Fz746HaksyVDqlqOHdutPBTMsLUtvxf6hwI4/MhW/OA7ZyEysmCzwBMfO4DxHf340z/44X1RcfL4LxzEv/nKP8L1s3MmETXR0VAJqD/iw+899y8Q7idTJjoJl8/M480fX8anfvUJ9AT1TYHVggun57G8kMLPf/Kw4fd+8cVL4HkOH3xSf5X7pTdvwOmw4uGD47qs/+p5xUX0+H62Nus3rswDAB6bYkNuc+UKrq7G8dAEvf25Joo4v7KGIyN06nKt0cDF2DoO9NP1055PrOFAZIBYib7UFIX2BMlmeq/mVrGzR/vXIMsyZgor2OrRHpi1VFKeDYdd2q5dLyuiTJ+D3aHJ/UFCHWMAgPWKNtVq2DkMCRJWy9oUPZ7jscUzQERCBd6C7b5+YhK6O9DsmsyQqZAuqw3bA2FcoFBCOY7Dwf4BnF2jI6Ecx+HIyBBOLa4wUdIemhjB6bllJjOmAPDoTuWD9iZjNfR9B5RfOK+d18fG+sjBcdhtAl5684Yu62/Gkx/YCavVghdevKT7vW7HL5w4gnSygDdfvm74ve8Gi4XHP/jfP4r1pTR+8Jdvt3s7TPD4xw6ZRNRER+N+JKCyLONr/+F5BCJe/NLff1+7t/Mz+N4zp+DtceIDH95l6H0bDQkv/uQyjh7dgoAB1Swvv3UDjx7aAoedbX+nilfPzWDrUBiDEW12yvfC61fnMRzxYyjsZ7LembkVSLKMhxmQ0ItrMdQaDRwZpksbvpKIo9Zo4CAFCc1Wy5jbyGBfhDwU6lJmDRGHG71O7TPDiUoeiWoeUz3aCXmqtoFsvYAJj/avf7m8DAtnQZ9DWy3QemUBTosHPis798N9QkIVsqCZhDZPAZbK2hWjrZ4hzBRWIMnaLY87ewZwNbdKdO1Uk4S+kya3wu4L9+N8Yo2K+B3sH8DyxgbiRboU1sPDg4jlC1jO0c/2PTQxjFKtjkvLbFS5HUNRBDxOvHF1nsl6KsYHghiK9uDV8zNM11XhdNjwyKEtePmtG7pbcn0+Jx55eCt+8tMrhiuSRx7dit7+Hnz/mdOG3ve9cPj927H3oS34xn/9yX2RlAuYRNRE5+J+JKAA8PZPr+LKmXn8vX9yDA6Xrd3baSGVyOONl6/hqY/th81OZ6fUirPnFpBKFfDUsT263+v85SVkN8p48pHtuqyfLZRx4eZK61CaFWp1EaduLuGxnWPM1nxrehEOq4A9w/QJvqcXFfHm0DCdgnmmKYIc7CNfRx1LoyKh6TXsDpCroAAwRaCEzhQU3kKqhA46ByDw2j6/scoC+hyjTOeX7wsS6hH8cFt8WC/Pa7qu1xGFlbNiqaTdwjnhGUSpUcV6RXvA0M6eAZQaNSwQVLV4rXaMe4MtCwAJ9kf7katVME/RF3qoefp0do1uLlS1ZJxapLeOHh0fAseBmSWX5zk8unMUb1xdgCSx7Qt934EJnLqyhFKlxmzdzTDUkvvh3chmSzh1Wp8517vBYuHxc790COdPz2Fxnl09Dy04jsOv/MufQzZVwLf/5NV2b4cZTCJqotNwvxLQRkPCn/z+DzA4HsbxE51Vy/KD75yB1JDbY8X98SV4PHY88rA+M5qbobcV982Lc2hIMt5/YAvTdc/NrqJSE1tOLhZ4e3YJB8cGmcyDnlpcwWQkhICLLrX33Noqhnw+9Ho85Gsk1sAB2BvWpgiqKIk1zORT2B0ku/5ybgUcOGz3ab9+uplJM06ghC6VljHk1EZeJVnCepOEssR9QUI5jkOfc0yzEmrhLBh0DrT80Vqw1auQp+m89mvVU48rpHOhgX5colBC9zdPfc4nyNeYikRhs1hwdo1unnNrJAS/09E6HaOB3+3Ejv4o3prRHlJ1Nzy6cwyZQhnXlrX10L4X3r9/AnWxgbcvsbX6qjDSknv0yBb09DjbYsn9yNMHIQg8vvfNk4bf+92wfd8IHv/IHjz7xy8jk9Rn9rcdMImoiU7B/UpAAeAn3z6DxekY/v4//ygEK/2DPyvU6w08/+2zOPTwBAaG6FNStaBUquLV167jyQ/shM2mrwJrhBX3lXOzCPW4sXOMjMDcDa9fnYdVsODIJJv6mkS+iOlYiokVV5QknF1exZFhunlQWZZxZm2VyooLABcSa5jwh+CzkaUsX8nEIMkylRI67gnDJWi//0x+GQPOMNyCQ9N1hXoBmXpG8zxothZHTaqg1yShd0afYxTxyiIkWZslcNg1hGUCO+6Yqw88eMwQJOTShhPtDQ5gvZxHvEz2cDvpD8MpWKnmQm0WC/ZEe6nnQnmOw6HhQZxiQEIBxZJ7fmENlTqbUJhHdigfuDeusiWL+yYH4HPb8cq57rfkWq0WfPDJKbzx5k3k88baT/1BN554ag9+9Nx5bGTZBkjR4gv//COoVkR84w9/0u6tMIVJRE20G/czAa1W6vjz//wCtu8dxmNP7W73dn4GL/3wHaQSefzS33nI8Hu/8up1VKsijh3T/zXR24pbq4t46515vG//FvA822qWN68u4OCWATgZkeeTTWcZi1Cia7EEirUaDo/QzYOuFvKIFQtUVlxZlnEhsdYSZUhwMa08/+6lCCUiseICwExhFRMe7WReHT/UHErUFPn6nGOa7/luuK9IaF2uIV3TNg847BpGrr6BXD2n6TqbxYoRd29bwon2hpQ37YU02fUCz2NPqJcqIRdQLLmX4nFURTrCd2RkEAuZLGJ5uvlSAHh4Yhj1RgPnF+i+NhVBrwtTw1Hmc6GCYMGje8fx+sU5NHTqlDTSkvvUsT2o1xv4m5ev6n6v2/Gpzz2KaqWO5zpMDR0aj+AjnzqC57/xFlYX6Dp1Ow0mETXRLtzPBBQAvvfnryO5nsOv/KufY94dSQNJkvHNP38d45O9OPyo/nbY2/HCi5cwOBDALh07O1XobcU9e30ZxUqN+TxoLFvAzdUkHp0aY7bm27NL8Dns2DlA3w2pig2HKZVQVfygUUKXCxtIVkrYFyYnoRfSq+h3+RClCCXaSRBKVBQrWK0kyUiomozr1HaosF5ZAAcOvQ42CruK+4aEqhKx1rlQ9TRguaSdTG71DGKagIQCdOFEu/y9EDgeF1LkRGt/tB+XU0q6GCkO9g+gJjVwKUEXBKT+QDrNoi90bBACzzO15D6ycwwX5laRL1eZrQkoKbnZfBmXZujmau8GIy25k5O9GB0Nt8WSOzYRxcPv24bv/OVJVMr6zNiS4pf/yTEIVgv+/D/9qN1bYQ6TiJowGvc7Ac3nSvjL/99LOPyB7dj7EFuCQou3Xr2OxbkkPv35xwwnx+uxHM5fWMTxY7t1v7cxqbizsNsEHJli+0D/ZvOw/FGGoURvTy/iyJYhWCi6OFWcWlzGSKAHfT7yOU5AIaFOQcCOcIR4jQvNcbQDUQolNLWKfUEyIkwTSjTb5B1bCZVQr+BFj9Wn6br1yjyCtj7YeG323/fCfUNCo45hcOA1z4Wqw7mk4USpWg6ZmnZbLE04kUOwYrs/SqyEAspcaE1q4FqafNZR7Wc6RxlONNUXhctqZTIX6rbbsHu4l2lf6GM7R9GQZJy6wW5NAHhk9xgEC39fWHI5jsPxD+/G5SsrWFkhD7wixae/8DjyuTJ++N1zht/73RCM+vD/Z++8w6Mq0/f/mZJJ75X03ggpEGroTREUEBBs2F17d9XVtbe1Y9fFitgQBAu9dwIhlYSE9N57z8yc3x8h/li/qJwyScB8rmsv1OV935PJZHLu89zP/Sy8fhK7f0kh94TpK9L9zZAQHaK/uNAFKMCaj3fT1tzJDQ/OGehL+R8EQeD7Lw7g7unQ72NZALZvPwHArH4429RWXEEQ2JeSx9jhfljolBW5B7OKcLW3JniYMiM0SuubKG1oVsSKKwgCx0rKZI9mgV4RGusxDK0MYZxSU4G5RkOYozQhW9fZRnFbIzHO0kSonFCiPgem1Eqoj5W36Ic5lR1FeFgq2w8KF5AINVPrcDEfJlqE2pnZ4mBmL3FMS+8bQIolV244UYyTJ2n1FRgljlnpsyAkywgncrWyxtfO/reobKlo1WpG+ngqUgkFGBfkS0ZpFS2dylQuRwQMw8ZCxwGFLbk2VuaMCvdhX7Jp5oVC/1pyZ84cjkoFW7elm/ys3zM8xofhsb6sXX2o30fF/BWLb5mCnaMVn766aaAvxSQMCdEhTM3fQYDWVDSy4Yv9TJ8fR2CEvMAVpclILiYrvZTFV49Ho+3f20ZBENi6LZ2YaB88PBxMfp6prbinSmqprGthssJWXL3ByOHsIhIi/BWrFifm9/WD+sreK6+2nsaOTuJ95Vlx23t6yKypJk5GPyj0itBIJ3d0GmnBX2mnw0HlVEKlhhLltpbhYGaDs05cNdMoGCnrKMNHZDJut7GT+u5KxUOJ4AISodDbFypWhEJvX2iJBDtu4OloZCkiVG44UYyTJ609XRS0SOs187Kxw9XS+jdLglRGDvPkeEW5rJmjAKN9vMiurqWxQ36wzdggH4yCwLECZYSXmUbDmFBfDmYWyv46f8+kuEAKK+opqjRN9bA/LbmuLraMjPNn244Tio60OVeWXpdAdWUTu7f2vyX4z7C2tWTZ7TNIPnCK4/tN/30YCIaE6BCm4u8gQAFWv7MNo1Hg2ntnD/Sl/B++//IA9o5WzL4srt/Pzsoqp7Ssgdn9EEjUP1bcPFQqSIhRVuSeKK6kub2L8QqOZjmcW4KzjRVBbvKTkPvG8I2WKULTqyoxCIKsflC90Uh6baU8K259OWqVSlYyrvRQojKCbLxEP2yo7qym29gtOpSoqrMEAUHx8SxwgYlQdwt/Grqr6DSIS8n0sfSmvKMMg8hkXTsza9zNHSX1hSoWTiSxL1SlUhHj6iFrTAv0itCa9jZKm5tl7dP3dCxJgWpojM8wzLUaRS25EyL9qGhoobBKWbE4Kbb3aej+C8CSCzB7VhSVlU2kZyhrXT4XxiSE4B/kxvdfHBgQEfxnzL1qPG5ejnz22iaMJgqiGmiGhOgQSvN3EaBFp6rYtvYY864ej3s/jz75K/JPVZF44BQLlo7FwsI0wuzP2Lo9A3NzLZMnhZv8LFNbcQH2puQRFTQMZ3trRfc9mFWEWqViXJgyQkEQBI7kFzM2yEeRyurRkjLcbKzxcbCXtU+f8y7OQ7qAzGmopdOgJ0ZGMm5qfTnBdi5Ym+lEr5UTStRj1FPYVim5HxR6C29i6Mva8bDwF33mX3FBidA+v3JVp7hQGm8rb3oEPVWd4gN2gmy8JFVCQV44UZCtMzZanay+0BiXYeQ11dPUJb36OOr00yi5ltxoTw/MNBpFRrWYm2kZ6e+lrAg93eivtCV3mIsdIT6u7E0xjQiF/rXkTkwIxdJSNyABRSqViiXLJ1CUX0PigVP9fv6foTPXsvy+2eSeKGPfprSBvhyTMSREh1CKv4sABfjizc2YW+pYdvuMgb6U/8OaLw9gYWnGvMWj+/3s7m49u3ZnMTEhFGtrabMcxWBqK251QwtZBVVMjlU+dOpgViFR/h7YWysTHJNXXU9tSzvjFLDiCoLA0eIyRvuK70X8PccryglydMLR0lLyHn2TIaSOZxEEgbS6cmIHIJSouL0KvWCQ3A+qQoWnpbhzqzqL0KktcNTJT0j+PReWCO1LyBVpye0rTRdLDCcqba+hwyC+/1BOOJFGrSbKaZishNw4t943Ynqt9Hmhoc4uWJuZkVwpT4Saa7XEeHoo1hc6NsiHnMpa6lqVmR3p6WRHgLuT4qNaACbHBZKaU05jq2lu2PvTkmtpqWPypDD27D1JZ2ePyc/7PVNnR+HmYc/3Xx7o97P/iqmXxhEQPozPX99Md5cyc2wHI0NCdAi5/J0E6ImkQg5tO8GSW6di76RsdUwuleWN7N6WwSULR2FnL/2mXyqHj+TS0tLJ7JkXhhV3f0oBgOKjWRrbOsgoqmRCuHJ2ySMKzgctbWqmqqVVthVXEASSK8tlWXGhtx/UwdwCP1sHSeuL2xpp6O74zZEoloELJSphmIUHOrW493dlZxHuFr6oVcpLxgtKhDqYuWKutqJKpAj1tBiGRqWhuF1COJGtFwICBa3iba3DFQgnOtlURZdB2g1ttEvvD4AcS65GrSbGY9hvc5vkMNrXixMVVbR1yx+z0ddIfzRfyWqoH0m5pXR2KysgJsUGYRQEDqYWKLpvHwNhyW1v7+bAwf6vRmq1GhZdPZ4TKcWcSFVuTI8SaDRqbvrnXCpL6lnz8a6BvhyTMiREh5DK30mA6nsMvPvUOpzd7Vl4/aSBvpz/w9rVB1GrVFx+1fgBOX/rtgycnWwYOdLf5Gf1hxV3X3IeXq72BHgqa7k+fLIYQYAEBeeDJuaX4O1oh7eTPPss/P9+ULnzQQsaG2jo7GSkDCsuQGpNJTGuwyRXZfuKPwMSStRShoVah5eV+FTf4vZSvEX2gwqCQGVnkUn6QeECE6Eqlao3nKhDnAjVqrV4WXpS3C7+pjVIRkJugI0rFmoz6eFEzp70GI1kNkib02lvbkGgvaPsvtBRwzzJqq2RLR7jfbwwCAIppfLnZkZ6umFjruOwkqNaIv3p6jFwPE9ZW2u4vzsuDtYmG9UC/WvJjYn2xc3NbkBScgEunh+Hnb0l338x+KqhoyaFMmVuDN9+sJPiXHnzdQc7Q0J0CLH8nQQowA8r91CYXcmdTy/Awkp8b5kpaWxoY8uGZKbPicbVXVwKpyLnN7ZzJDGfmTOHo9GY/lbV1Fbc9s5ujmYWMykuSPFZpwezCrG3siDS112R/QxGI4l5JYqk4gIcKy7DwdKCYFd5o2P6ih0jh0kXs2093eQ01kq24gKk1pVhodESai/Nnio3lCjAZhgakVXJNn0btd21+FmJ+5426+vpMLSapB8ULjARCr19oZWdRaJTTH2tfCWJUDdzR2y1VpJEqFatIdTOQ1ZCLiBzXqgnKTUVslJfR3p4YhQEUquk23oB4rw9UatUivSFajVq4gO9Fe0LHRnkjbmZhgOZhYrtCaBWq5gUG8jhjEK6e0xj0+xPS65arWLWzCiSjhdSWyt+hq5cLCx1zF86hsP7cijMlT4H11T844nLsLDSseKJtRdsSFEfQ0J0iHPl7yZASwtq+Prd7SRcNILxAzB786/Y8F0iXV16llw7YUDO37krE4PBeMFYcY+cKKJbb2ByXKCi+wqCwMGsQsaF+6KRMTfzTE5W1NDc2cUYBay4AEeLyxjl44VagX5QO3NzgpykV5LTaysxCsJvYwqlkFpfTpSjtDmlckKJBEEgr7WMYBvxs1b72g3FitC+op4pZoTChShCLfzoMrbT2FMjap2flQ9NPc00djeJWqdSqQiy8RyQcCIPKzvcLW1IkxNO5DqMmo42Ktqki4W4Yb0/zHItuTbmOiI93Dhaoky1blyQD8V1jZQ3ykvu7cNCp2VUsDcHs8SPAforJsUG0d7ZQ9JJ01Qq+9uSO2vmcIxGgR27Mk1+1tm4bMkYzC3MWPPVwQE5/89wdLHllkfnkZlUyKZvjwz05ZicISE6xF/xdxOggiDwzr/XojPXcseT8wf6cv4PHe3d/LQmkQlTw/ENEG/7U4Kt2zIIDnYnoB/O7x8rbj62VubEhsizpP6enLJaapvbfwtPVAIl+0GrW1opamiU3Q8KvfeYcR6essRsn/NPaiW0x2jgREOlLCsuSAslquysp83QSZCNlECj3u+pr7W472lVZyGASWaEwgUpQv0B8eFEvqefDkiz5HqT31aBwShuxAvICycCiHbyJKVOeuWw7wdRjiXXztyCECdnjssMJ4LevtDUskq69fIrgn1WEqVTcguq6imvV0bY9hEf6YOFTsu+C8SS6+vjTGSEJ1u3Zig+W/VcsHOwYs6CkezanE51pbgHS/3BrEXxxIwP5tNXN1E7CK9PaYaE6BB/xN9NgAJs/eEoaUfyufGfl+Dk1v9W179i0/rjtDZ3csXyhAE5v6CwhpxTlVzUD7NBwfRWXIPRyP7UfCZEB6DVahTd++DJQqA3s0IpDucWE+TmhKut/KCsvrDJ0TL7QZu7OjlVX8fIYfL7QX1s7XG2tJK0/mRjNd1Gw4CEEvWNg5RSCS1qK8bBzB57M3E9vpWdRTiYuWCpMU1o2gUnQt0teoWH2L5Q39Nzc4okiVBPuo09lHaIq76CMuFERa0NNHZJu6mLcHJFp9YoMi80uaICo0zBEe/jRbfBQFqF/H65EHdnnKwtSVRUhPZ+0CudkmuhM2NslB/7UvJNJtr605ILMGtWFAWFNeTmDUzv46Kre8M01q4+NCDn/xkqlYp7nrscfY+eD57dMCBCvb85U4g+Mv91GmuUfZAzxPlH6v7sv50Ara9pYeXLvxIVH8DFV4wZ6Mv5P/T0GFi7+hDRI/2IGCH+ZlcJtm3LQK1WMX1apMnP6g8rbkZeBY0tHUxWOBUX4GBmEaGeLrja2yiyX7fewPHCMkVGs0CvFddaZ0aEh7zxHimVlQigQDJuObEyrLh9zsOBCCXKay1DjQp/a/ECtri9+Ldimxh6k3H9Ra87Vy44EWquscRZN4zyDnEVJSutFW7mbuS3iU8oDbHt/aA+2SxewAbYuGKhMSO9QZpQinPpPTupVtp6c42W4c7uHK2SVx2L9/SiqauTk7Xihfj/7OPjhQo4kC/f8qpSqRgX7MuBU0UYFOq9C3B3wtPJjl2pylcsp4wMpqq+hbRc+RXls2FpoSMhPogd+0/S1WX68SnTpkSg02nZsOG4yc86G24e9kyfE82v645RUdowINfwZ3j6uXD13bM4uC2Dn1YNPtuwKegTouX51dw45gm+f3szXR3y07CHOL+oLKrlpZs/5pEFr+Po9vcRoPoeAy/ft5quzh7ueX4RaoV6+JTk5zWJ1FY3c8V1Ewfk/M7OHjZvTWfc2CAcHU0/subw8QIamzuYnhBusjO2HcnGTKth/Ah/RfdtaO0gOa9M0VTcpMJSOnr0jAtWRoQeLChmpLenpP7JMzlcWoJWrSbGXbqALGttpryt5bfxhFI4VlOCs7k13tbiU4MFQSC9sZRICf2gADktxfhae2CuERdi1mXooryzAj9rcd/TbmMnNZ2lDLP0F7VODIPvE1ABfKxCKWo/Kbq6EGobQk7LKQmhRu7Yaq3IaMoXtQ56w4lGOvlxtE7aeI44Zy8sNFr2V0kf75Hg6UdqTQVNXZ2S95jk21sh3F0ob8yIo5UlI3082ZEj/rU8GzOHB1PX2s6xAmXmj6pUKi4eFcbh7CLqmtsU2bOP6fEhWFmY8dPeDEX3PZOFF8fS3NrJtv0nTXZGH3Z2lsy5KJqt2zOoGaCq1/W3T0Or1fDB65sH5Py/YvEtUxg7PYKPX/yZ5AEYaTMQTLx0FG9tfYwRE0L59Nl13DL+SXauOXLBhzQNAS2Nbfz3yTXcMv5JDm9J5eqH5vHuzif+FgIU4MPnfyI9MZ/7XlyMT5Dyg9/lUlfbwqqPdzMmIYT48cpX7c6FjZtTaWxs54olY/vlvB82HsfN2ZaEUcoGBvXR2d3DpoNZTBsVjI2V+OrXn7H1eA56o5E58coJ6C3pp7DSmTEhRL69N6+2noL6BqaHyH8v7S4qIH6YFzY66SnS+8oKAZjoKe1rMwoCB6oKSXD3l5RwnNdaTUN3G6Odxdu+DUYDJ5oKGGEv/n2a25qHQTAQZhMqal1p+ymMGPG1Ml2v9AUpQv2sw2nTN1HfLS6tNcw2lFZ9K+Wd4qypapWaEfaBpDVJq46Ndg4kr7Wauq5W0WvNNVrGuPqyv1K6+Jvs5Y9BEDhUIX2uopu1DVGubuwukj/rcmZoECerayhplN8rNzksAEszLVvSlbOgzh0dgcEosOW4srZWKwsds8eGs+1INq0dXYru3UdspDdBfq78sPF4v1hAl14xBqNRYM3aoyY/62y4uNlx9c1TOLI/h8N7swfkGv4MtVrNw69diXeAKy/e8xXlRdJ6w883fEOH8czqu/jPjw9g52TDK7d/wr2zXiLtwOD7Hg0hn55uPes/2sGNo59g3QfbmbZkLJ8kPs+1j16GpY3FQF9ev/Dr14f49etDLL55CtPnjxzoyzkrK1dso6fbwG0PXqz4GJFzoafHwPffJzIiypvoEcoks/4ZBSW1HEsrYuHFsYr3avaxOymXlvYu5k8Zofjevx7LIsTThVAvZcKb9AYj20/kMiU8EAszrez9tufkAjAjVJ7Ar2hp4WRtDVP95fXs7isrwM3KmlBHF0nrTzZWUdfVxkQPaV9PYm1vcWW0s/j1eW3ltBu6JInQ7JYcVKgIthX3MKCorbdYMSRCReJn3ftUqO8FPFfCbHufEpxsFn8jNMIhiPKOWmq7xAunMaffkEfrpFX/JnkEkt9SR1mbNNEW5+aJtZnZb0+JpDItIJDjFeU0dsoLHZkR2vuDsjNHvuXVUmfGlPBAtp/IVcySGzTMmXBvN349mqXIfmcyf0oUnd16th0xzc24SqVi8SVx5BbWkJpp+oAiDw8HZkyP5JdfU2hqajf5eWdj4ZVj8Q1w5YPXN9PVaXobslisbS146sPrAXj29s9pb5XuSDjfiJkUztvb/8XD799IY20z/5z/Os9c+x4lp+SNexpicCAIAvt/TuLWhKf48PHvCInx5b1dT/DAiuv+NtVPgLQjeXzw3Abip4Rx/UNzBvpyzkpaUiE7N6ezZHkCXj7SR2DIYcfOE1TXNHPlsvH9ct7aTcnozDRcOlN5gdjHhr0ZeLnaMypcWVFdUtNIWkEFl4xWrgp6tKCEhrYOLo4WVzH7I3bk5BM1zB0PO1tZ+/QVN6b5SxezBqOR/eVFTPYKkPyAZd/pYs9ED2liOLEuHx8rJzytHESvTWvsvR8e4SC+qnyyJRt/az8sNZai1hW1n8TN3AdLrTL9xmfjghShruY+WGisKWoXJ0LdzF1xNHMku0V8hSv69BsjvVG8cAq3H4aN1oLEWmlVxL6nMvsrpYlYnUbD+GG+7JUpQqf6BWAUBPYVy+vn9HdyJNjFSTFL7uwRIYpacgHmjg7nRHEVhVX1iu0JEBngQbC3Cxv2pCu675nMmhSBnY0FP2zsn17NZUvH0dnZw4/rk/rlvN+j1Wq4859zqCxvZM2qAwNyDX+Fp58z/3r7Gkrya3j1oW//VtZUtVrNjCvGsfLwc1z/xEJS92Xzj4lP894jX9M4AHNmh1CGk0n5PDjvFZ6/4SN05mY8/909vLDmPgKjTF/hGkxUldbzwt1fMczXmUfeuAqNZvDddun1Bt57dRPung4svX5gekGNRoFvvztCUKAbY8eYxhp7Ji1tnWzefYKZkyJwsJOWlPpXlFQ1kJRVwmWTo1Crla0sbzx2EpUKLhmlvBV3Yqi/7L2qW1pJLatgZqgCVtzCfLxs7QiWMR80o66Kxq5OJnn5S95jf1U+ofauuFuKF9UGwcixukLiJVhxoVdbeFq64GIurhe129hDfmv+b0W2c8UoGClpy/6tqGcqBt+noQKoVWp8rcIoFlkJValUhNmGkt2SI9qqGGTtiZXGnHQJfaEalZp4Z3/JldAQOxfcLW1k9YVO8gqguKWRombpAS7R7h44WViyq0C+eJwZGszR4lIaO+RXhUxhyb14VBhqlYqNx5TtrVSpVMyfEkVmQRU5xfJCnv4IC3MzLp0Zzb7EXCr7oVczwN+VhAkh/LghifZ209iM/4rY+ACmzo7i28/3D8qQIoC4CSHc+tg8Du/IZNVbWwf6cvodc0sdy+6bw6dHn+eS5ZP49fO93Dj68aHwovOMvtCh+y56mYqCGu5941re3/1v4mdEDYjFcyDpaOvimdu/wKA38NSH12NjJ64S0V/89H0ihXnV3PbARVhYmCYh9q/YfyCH4pI6rlw2rl/eJxt3ZtDZpWfxnDiTnfHT3gzUKhXzJg5XdF9BEPj1aBajQ3xwd5RXZexDaSvuzlP5CCBbhHbp9RwoKWaqv/QKJsjvB+3Q93CspoRJ7tIekJxsqqBV3/mb81EMRsFIelM+0fbiX8uCtgJ6BD1htuIstdWdJXQa24dEqFR8rcKp7iqhXS/uSXqYXSiNPY1Ud1WLWqdRaxhuH0BaY66odX2Mdg6kpL2eio5G0WtVKhUT3QM5WFUo2XI66fQPphxLrkatZrKfP3uLpF9HHzNCgzAIArtz5QtaU1hyXe1tGBvmy69HsxTvrbx4fAQ6rcak1dCFF8ciAOu3pJjsjDO5atl4Wlo6+eXX/jnvbNxy76xBHVIEcNnyBC5aMppvP9jJngF8rQYSB1c77nr1aj7c99RQeNF5xNlChz5NfJ45yyehMVG/3WDGaDTy+iPfU5RTyWMrrsY7QJm+PaU5M4xo/GTT9X79GYIg8M23h/DydGTKZNPe9AIYDEbWbkomOsKL0EB3k5yh1xv4ZX8mCTEBuDoqa2fMKKqkuKaRS0ZHKLanKay4Pg72hLg6y9onsbyU9p4eWVZc6L23jXRyw8VSWuLy0Zpiuo0GEiRacfvCR6WEEhW1VdKib2eEg/jXoK+9MNQ2WNyZ7X39oMq9x87GBStC+9R7cbu43rq+krUUS+4I+yCK2qto7BYfMDTm9BtTakruRI8AGrs7ONEgrZcq0N4JL2s79pTKCxaa6h9AfWcH6dXyZkOO8HTHzcaa7dnKjEIxlSW3rK6ZlAJlR6rY21gyNT6YzYey6Ow2TQ+jh6sdk0YH89O2tH4Z1xIR4UlcrB/f/5BIxwBVtQZ7SBH0PlC646mFRI70481H15B7wvR9u4OVofCi84Oh0KGz8817OziwJZ0b/3kJoyYNjLg7FwY6jAgg8Wg+2TmVLF06tl/syoeOF1Be1cTiS0wXEHUgrYC6pjbTBBIdPYm5mYYZMeKExZ+hpBW3taubg4XFzAwLkv2e2l1Y0Nsy5i3dxt/a3UVSdZk8K25lATq1hjGu0kbXHK3LJ9DGFRcL8ZXrtNMOyxESKqHZLTl4W3pjI7Kvs7jtJDZaB5x0pnlI08cFK0K9rUJQoxFtyfW0GIat1kZWX6iUUS1Btm446qx+S88SywT3XhG7r0raepVKxVSfAA5UFNFl0EvaA2Cynz9qlYpdhfIqmGqVihmhQezPL6KzR/r1/HZdJrDkTo8JxkKnZeNR5cedzJ88gpb2LnYfk1ZZPxcWzx3Zb+NaAK6/biL19W38uGFgekNh8IcUAejMtTzx3nJsHax49vYvafib90UOhRcNToZCh/6YA1vS+ertbcxYOIrLb5w80JfzhwyGMCKjUeCTT/cwzMOei2aZLiDoTPrGskweo5yI+z0b9mTg4mDNhGh5ia6/p8dgYMvxbKZEBWFrqczIF6WtuPvzC+kxGBTqBy1gvLcPlmbSbeL7y4voMRqZ5iO9mrqvKp94Vx8steKvo8eo53h9kaRUXOjtB3U1d8DDQtzPqN6oJ7c1j3CR/aDQWwn1swo3+YOpC1aE6tTmDLMMEB1OdGZfqFhCbX3Qqc1IlzCqRa1SE+8cwNG6fEn2ThcLa4Y7uMsa1TLdJ4i2nh6OVkmvFjpYWBLnMYxdMueFQm8vQXtPD4cKpY+O6cMUllwrcx3TooPZcjybHr1BkT37GBXug7ebPRv2ms6S29/jWkZE+TBubBDffneYlpaBSYA9H0KKABxdbHnqw+tobmjj+btW0d0l/0HM+cxQeNHgYih06I8pOFnBqw9/S1iML/c8d/mg7YMdDGFEAHv2niQ3r5rrr5uEmZnpbdt9Y1kWXBRjsrEs1Q0tHEwrYN7E4WgVruweyiqiobWDuYM4FXd7Th4OlhbEeXvK2qewsYGCxgbZVtxdJfnYmumId/eStL6qo4WcphomSuwHzWgso8PQ/ZvjUQyCIJDelEe0vfiqclF7MV3GLsLsxH1fm3vqaeiuwtfE/aBwAYtQ6LXklrbnojeKq3iE2YZS01VLXZe45FMztZZIO7/fopTFMsY5kKrOZorbpSWuTvQIJLmulNYeaeEvE4b5olNr2FUizwI71T+QjOoqatraZO0z1s8ba52O7QqMagETWXLjw2lu72J/ZqFiewKo1SoumzyCpJOlFFeaJkinv8e1ANx04xTa2rr49vvD/XLe2TgfQooAgod7c//LS8hMKuT9Z37slwcFg53/CS+6bvJQeFE/839Ch978+4YOnY3Gulaevu1zbOws+fd716IzH5iQn3NhMIQR6fUGPv1sL4EBrkyfFtkvZ/7/sSzRJjvjl32ZGAWByyZHKb73xqMncbC2YEKEv2J7KmnF7TEY2J1bwPSQQLRqeRJj9+lihpz5oIIgsKs0n0leAZippT10OHC6uDNJcj9oPipUjJIgQss6aqjvbpHUD9pXTAu1ESdC+8ZbmjqUCC50EWoVjl7opqJTXFVObl9oXms5bXrxszJ/mxcq0ZI70SOQHqORxBpplUMrMx3jhvmwq0SelXba6Q+MvtlOUtFptUwJ9mfnqXxFqpemsOSOC/fDydbKJDND5yZEolGr+GlvhuJ79/HbuJZNySY740yCAt2YPi2SdT8eo65OfO+0UpwPIUUAU+bGsvT26WxZc5SfVh0c6MsZNDi42nHXK1f9n/Cibd8epHOAEpgvZGrKG84eOnTt3zN06Gzoewy8eM9XNNS08O/3r8PZXdwohf5kMIQRAWzekk5ZeQM33jC5X3pBzxzL4mhvmrEsRqPAT/syiI/wwdvNQdG9Wzu62JWey0UjwzBT6OdOaSvu0eIymju7fpv3LofdhQUEOTrha+8geY/M+mqq2ltlWXH3VxXgbG5NuIO0/sjE2gLC7Dxw0Il/z6U1yusH9bBwx0En7rOouD0LrUrHMAtlreRn44IWoX2l5CKRfaE+Vj5YaSwl94UKCGQ0iRdgvtbOuFnYSR7VMsrFGwuNln0S54VCryU3r6le1qiWCBdX3K1tfnuKJYeZoUHUtbWTWi6//+tMS67eoIwlV6tRc/GoMPZm5NPcrqzF1NXRhoSYQH7ZfwK9wnbfPn4b13LkVL+MawG4/rpJ6PVGVq0eODvs+RBS1Mfy+2YzdnoEH7/4M8kHTw305Qwqfh9e9Ppdn7Ms4iFeuvlj9v+cNCRIZVBT3sCPH27n/jkvc230I0OhQ3/Bh8//RHpiPve9uJiw6MFtS165Yhs9PQZuf2jgwoi6unr4YtV+hkd6MX6c6Xozz+TXHaYfy3Isq5jymiaTBBLtTMulq8fA3EGdipuHhVbLxEBpo1D6aO/p4XBZiawqKPBbUWWqt7R9jILA/soCEtx7807E0mnoIa2xRNJoFoD0pjwczGzwsXITtc4oGMlpyRE9mgV6NZO3VTBatekdEhe0CLUzc8JR5y46nEitUhNiE0J2i/ib03A7P7QqjSRLrkqlYrRzAIl1BZKsd+YaLWNcfWX1hfY9LdolIyVXpVIx1T+AfcW9zelymBIUgJlazQ6lLbmFytlP544Op1tvYHuK8gJh/uQo6pvb2Z8qX9D/Ef09rsXL05G5l8Tw68ZUysoHzg57PoQUQW8/5MOvXYl3gCsv3vMV5UV1A31Jg46+8KKX1t3P9MVjSdmfzfM3fDQkSEXye+H50RPf09XRzXX/ms8nR54bCh36A379+hC/fn2IxTdPYfp80yWuKsFvYUTXJuDpPTBhRAA/bjhOXV0rN980pV+EsMFgZN1m045lgd5AIjtrc6aOVF5Y/5qYhY+LPSP8PRTbc3NajmJWXEEQ2JGTR0KAr6wgIYBDJcV0GwzyRWhpPiNc3HGzkjYm52RjFXVdbUz0kCYi0xpK6DbqiZdgxQVIa8xjhIP4ftCS9lLaDR2/OTvPlW5jJxUdBfhZmd6KCxe4CIVeS25R+0nRoi7MLpSKzkqaeppErbPQ6Ai19ZEUTgS980IbutvIaxU3p7SPSR6B5LfUUd4m7rr78LdzJMDOkZ2y+0IDaO3uJqlC3vgSWwtzxvh5Kzaqpc+SuzVdOcEY6eOOv5sjv5ogJXd8dAAuDtYmDSjq73EtANdenYBWq+bzL/b1y3ln43wJKQKwtrXgqQ+vB+DZ2z+nvXVggp0GM2q1mrjJEdzz+jV8nfHKkCA9R/5MeK48/Bzv736SKx+Yi2eguCfxfxfSjuTxwXMbiJ8SxvUPzRnoy/lTBksYUWtrJ998e4gxowOJiZY28kIs/TGWpbGlg93Hc5kzIRJznXxr65lUNbaSeKqES0ZHKCba9QYjOzLzFLPiZlXVUN7cwsww+QJ8V1EB1mZmjPb0lrxHQ2cHx6vLmeYtIxX3dFFnosR+0MS6fDQqNSOdxFeGqzrrqe5qINpeej+o2GTc0vZTGDH2SygR/B1EqHU4rfpG6rvFza3se3qQ0yJerEQ7BJHTUkKHQfyNTl/JXuqolr6nNfur5KTkBnK4opgOvXRBkuDjh5lazW6Zo1oAZoYGU1DfQF6ttMCmMzGFJVelUjF3dARJuaVU1CtradVq1MybOJxDaYVU1ZsuBbS/x7U4O9tw+cJ4du7KJC9P3kxZOZwvIUUAnn7O/OvtayjJr+HVh77FqFDK84WIRqsZEqR/wrkKT+9g086IO9+pKq3nhbu/YpivM4++eVW/9DXKYTCEEQF8tyaRlpZOburH8TU/bDyOq5ONSceybDqYRY/ewHwTBBJtTjqJIMAl8YM7FVetUjEtWF71UhAEdhXkk+Drh04jvfd1b1kBRkFguo/0/tQDVQWE2rvibil+vif03ssPt/fCxkx8+0Kfo3KEg7R+UBedM87mzqLW/RZKNFQJVYa+dKfidnHBMf5WfujUOml9ofZBGAQjWc1Fotd6WjngbeVIosS+0BA7F9wtbWT1hU7zCaLLYOBgufTRKDY6HaO9vBXpC50R2iust+coMzPTFJbcvl8Mm46ZYmZoFEZB4Jd9JxTfu4/+HtcCsOyKcVhbm/PJZ3v75bw/4nwJKQKImxDCrf+6lMM7Mln11taBvpzzgiFB2suQ8FSWjrYunrn9Cwx6A099eD3WtpYDfUl/ymAJI6qvb2XtuqNMmxpBSLByttI/o28sy8KLY002lkUQBNbvSScq0INgH1fF9//16ElG+Hvg56acHV5JKy7A9uw8Rnp74mQtL/Qpp76OitYWpvnJ7wd1srAk2kXa+6xD38PRmmImSRzN0qbv4kRTGaMlWnHTm/Kx0VoSYD1M1DpBEMiW2g/afhI3cx8stdLsy2K54EWoq7kPFhpr0eFEWrWWEJtgTjaL7wuNtA9AjUryqJbRzoEcqyvEIIivdKhUKia6B3KwqlByouwYD2+stGbsKpVXxZzqF0BOfR1lzfKqgx52tkQNc2dHjvyqKpjGkuvlYk9coCe/HM1SXMR5uTkwOtKXn/ZmYDSaRiAOxLgWW1sLli0dx+EjeaRnlPTLmWfjfAopArjs2glctGQ0336wkz2/pgz05ZxX/N0E6ZDwNA1Go5HXH/meopxKHltxNd4ByosOpRkMYUQAq1YfpLtbzw3XTeq3M/tjLEt6XgUF5XVcZoJAolPlteSU1SgaSKS0Fbe0sYmT1TUKpeKeDhOSMR/UYDSyp6yAqd6BaCSOijlaU0y30UCCRCvu8foiDIKRMS4S+0kb84iyD0StEnf9FZ0VtOhbRM8HNQpGStqy+2U0Sx+yRKhKpXJSqVTbVCrVqdN/nvURjUqlKlSpVOkqlSpFpVIdE7teDmqVGl+rMNEiFHotuaUdZbTqxY2SsNZaEGTjRbpkERpAq76T7OYKSesnegTQ2N3BiQZpibLmGi0TPf3YVZInS1BNDzgdcqSIJTeIlLIKqlvkj/UwhSUXYO7oCPIr68kuq1Fszz7mT46ioq6Zo5nSq9N/RX+PawG4fEE8zk42/HflngGdg9kbUuQy6EOKoPeBwR1PLSRylD9vPrqG3BP989DgQuNcBOmLN/UK0rYW8SO3BgKj0Uhlce2Q8DQx37y3gwNb0rnpkbmMmjRwVcVzZbCEEZVXNPLrxhTmzonBu5+u47exLBPDTTaWBWDDnnQszc2YNUb598PGo1lo1WpmxyljmwXTpOJC772aXHYVFBDp4oq7jfRqXGptJfWdHbL6QfdXFqBTaxjjKq1v+WhdPmZqDTGO4tfXdTVR1lFDtMTRLIDoUKLqzhI6je39KkLlPv54FNghCMLLKpXq0dP//sgf/N1pgiDUylgvGV+rcHJajtOub8FKe+6+7jDbUAQETrXkEucYK+rMaIcgfio7QLdRj04t7mUe/VtfaAGR9l6i1gJMcO99arOvKp9oZ0/R66E3JXdrcS6nGusIdXSRtEeAgyO+dvbsLizgmuhYSXv0MTM0iLf2HGTnqXyWjZT/NHP2iBA2p+dwrLCUcUHKBCPMigvl5R928WtiFuHeyoZ4TBkZjJ21BRv2pjM2Sl70+R/RN67l25+OUlnTjIernUnO+Z8zLcy45poJrHh7K0cS8xg3tn+i+n+PVqvhzocv4ZE7vmTNqgNcc8vUAbmOc0VnruWJd6/l3svf4dnbv2TFurtxdJHWszLE/xekcZMjuPM/V5J2MId9G5I48Gsyezf0Pje1trPE1csRF09HXIY54urlhIunw+k/HXH1dDTp2BKj0UhzXSs1ZQ3UljdQU9FAbVkDNeUN1JbVU1vRQG15Iz3degACo7y57l/zmXRZ/JDgVJADW9L56u1tzFg4ioU39F81TyqDJYwI4PMv9qFWq7nmmoR+O7NvLMsiEwYStXZ0se1INrPHhWNtqVN0b6NRYOOxk0yI7J1JrhRKW3F35OQT4uqMn5ODrH2auzpJqijjH6PGyNpnV0lvf+pkb3/Je+yryife1QdLrbT+6aO1BUQ7+GChEb8+o+n0fFAHaaFE9mb2uJuLuw8tau8t1vlaKVdx/yvkitD5wNTT//wFsBtxIlLu+nPi//eFZhNuF3/O6wJtAtGqtJxsyZYkQteW7iG7uUh0U7GrhS2BNq4crcvn+iDxvzRcLKwZ7uDOgcoC7oyU9ktn2ulG7l2l+ZJFaN+olu8zM+jU92Ah8QcZIMTVGR8He7bn5CkiQs+05ColQu2tLZg0PIBNSSe5b8EkyRaQs2Gu03LJhAh+2JlKY0sHDibqP1p4cSzf/HSU9VtSuO2a/gmNmDsnhjU/JLLy0z2MGR2EWj0wVrHY0f8/pGjGnBiGeQ/uURSOLrY8+cFyHlr2Ac/ftYqXvrgVnbmyiYx/R34vSNMPniInpbBX+JXVU1veSG5aMY01/zcoTKpQFSsw+9CaaXAe5oCrpxNhIwNJmOeAm7cTI6cOHxKeJqDgZAWvPvwtYTG+3PPc5QNqaz1X+sKInnpt6YCGEeUXVLNj5wmWLhmLaz89MDtzLEuYCceybD+STWe33iSBREm5pVQ1tvLAAuV+HyttxW3s6ORocSm3jB8te6/9xUUYBIFpAfJHs4xy88LBXNq9UnVHCzlNNSzwk2avbupu52RzBbeFTpO0PrUxDwu1jhAbcenAgiBwsjmHcNtQ0Z9PRW1Z2GgdcNL13+8Oue8+d0EQKgAEQahQqVR/JLsFYKtKpRKAjwRB+Fjk+t9tJs62520VghoNxW0nRYlQndqMQJsASeFEUacjlftm/IhltHMgP5Um02PUYyaykgq9KbmfZB+htacLGzNz0euHWdsS4eTKzpI8/jFC+hOpaf6BfJmWwuHSUlnznlQqFTPDgvjqWCqtXd3YmMt72thnyd2WcYp/XToNrUKphnNHR7ArLY8j2SVMiFC2Yjl/ygi+3ZbMrwcyufriUYru3ceZ41quWzwOSwtln+qeDa1Www3XTeKFl35mx84TzJqp/C/yc+WWe2dxZH8O77+2iWffvHLQ32QGD/fm/peX8PJ9X/P2Ez9w34tL0JqZJnjj74hGqyF2cjixk/+vPam7q4f6yqbTwvS0YDxDqOall9BQ/X/74fuEqvMwR7o7us9ZYE689LS4PS1mXTwdcXC1Ra3gw64h/piqsgaeuf1zbOwsefL95ejMB07QnSu11c2DIowIYOWne7CyMmfZ0nH9dubBpHzKq5pM/kB1/Z50Ar2ciQoSFyBzLvxyNAtrCx2TR0i3lf4epa24u3PzMQgCM8MUsOIWFuBgYUGsu/TXsrq9lfTaKv4ZL/37vv/0aJZJEvtBk+oLERB+m3ghlvSmfIbbB6BRi/t9XtNVS0NPg2grLkBx20n8rMJF3fcIgoAR/V//xT/gL9WNSqXaDpwtWupxEeckCIJQflpkblOpVCcFQRAVialSqW4FbgXwixBnE9SpzfG2Cia/TfysxUjbCDaU/0xLTwu2Zuf+9M7OzJogGy+SGrK52n+26HPHuQTxXdERkuqLGOci/gd7yrAgPjp5iD0Vecz1jRS9HmCmbzDvpR6mur1V8qDfcd4+2Oh0/JxzUvbQ4YvCQ/jsyHG2njzF5THDZe0FcElMGJvTc9ibXcD0SPkfngCThgfgaGPJ9/tSFRehQd4uxIR68d224yydabqUvyvnj2bPkVN8veEoNy3tH9vUtKmRrPnhKB9+vIuxY4KwsxuYpEkXNzuW/2MaH725hV/WHuPSxfKf7JqaKXNjKSuoZdWKrdRWNfOvFVdj52g90Jd1waMzN8PDzwUPvz92ivxeqP6PWC1vwNxC9z8C09Xr/1dQ7V1shgTmICHjaAHP3/Ul+h4DL3x+C05upm9VkIvBYOQ/T/6IwSBw24MDG0a0d182hw/ncctNU/vts11vMPLR6n14utubdCzL8exSMguqeOiaaYq/xo1tHWxJymZOfDiWOuUeeqw7dgJbC3PFrLg/Z5zE83SApBw6enrYkneK2YHBspxkGwt7C0ezfKV/37eV5eBmYUO4g7SvaV91DtZac6IcxLfU1XY1UthWwQw38Rby9KYMACLsxPV11ndV0tBTzQTXeSLX5fJzyR2i1pzJX36XBUGYKQhC1Fn+twGoUqlUwwBO/1n9B3uUn/6zGvgR6CutndP602s/FgQhXhCEeNRGmrvLxXydhNjGUdqeS5teXFJrrEMMAgJpTeIF7DjnSE40FdDc0yZ+rWsQFmozdlWKGy3TR7yLDy4W1mwskbYeYH5QZO9okHzpY0fMtVouDQ1nU24OLV3y0ibjvIYR4OTID6nKjCqZEh6Im5013x1JU2Q/AHMzLYsTotmTkUdJTaNi+/Zx/dzRVNa1sPmQ6eZ5RoV5MiMhjNXre3tD+wO1WsVDD8yhqamdDz7a2S9n/hELlo0lfnwwH725hbxsaeFe/c1Vd83kwVeWcuJYAfcueoeiU+fHdV/o9AnVERNCmbZ4LEvuuZg7Xr6SJ7+8g3e2P85rvzzMox/fzE1PLWL+LdOZcEkcoXH+OLrZDQnQQcKm747w2HUfY+tgxVs/3EVYtM9AX9I58c2ne0lLKuSuf16Cl8/AhRG1tHTy9rtbCQ5yY0k/PtTbsCWFwtI67rpuqske2AJ8/vMRnOysuMwEVtx1B9Lp7NFz9dQ4xfasa21na8Yp5o+MUMSKW9Hcwv78IhZGR6KWKcK35OXS2t3Nogh5RYb1uZlEOLlKbiVr7eliT2UeF/uES/qaDIKR3VUnmeQWKsnJeKQuE4BxLuJfh9TGVNzM3RhmIa6SfKo1BYBQW3HCt7T9CHqhU9SaM5H7W+4n4LrT/3wdsOH3f0GlUlmrVCrbvn8GZgMZ57r+jyhtPyLqQkNs4xAQyG1JFbXOz9oXezN7UhrFC5VxzsMxIvz2hhKDpUbHeNdgdlVlYZQwqkWjVnOxdzi7K3Jp13eLXg8Q4uDMcGc31ueJv/4zWRwxnE69no2n5I2/UKlULIyO5FhJGUX1jbL2AtBq1CwePYIDpwopUWC/Pq6YFI1GrebrPcqnzE6IDiDEx5Uvfk2UPILnXLj92ikAfLBqj8nO+D3Bwe4su2IcW7amc/SY/PmyUlGrVTz89ALsHax56sFvqKv9v71/g5GZC0fxyurb6Ors4f4l73J4h+nmyg4xxIWOvsfA+8+s5+0n1hI7Ppg319yFd6CygXOmYt+OTFZ9vIeZc2OYNS9mQK/lw4930tjYzkMPXmJSMXgmTS0drPzuIKNG+DLJhFXQrMIqDmcUceXskVgoWKkE6DEY+HZfKmPDfAn2lCamzsaPSSfQG4xcMVaZcTXr0zIRgIXR0hx3Z/JDVgbednaM9Zb+oKeouYHkmnIWBEm/np3luXQZ9FziIy2gJ7WhmIbuNqa5S1t/sDYDDwsn/KzEzTftMnSR2ZxFrEO06Kp8TvNxHHXuOOvEideStsM4m4eIWnMmckXoy8AslUp1Cph1+t9RqVSeKpVq4+m/4w7sV6lUqUAi8KsgCJv/bP1foVGZUdqWKOpCvSwDsdLYcqpVnDBQq9TEOEST3pSB3ijO9xxq64OLzp4DteKrqADTPSKo7mwms0lc1bePS3wi6DTo2VWeK2k9wIKgSFJrKyloqpe8R6zHMIIcnfghS/5N8YIRvU/b1qUpc4O9aHQUKlT8kJjx13/5HHG1t+HikWFsOHyClg5lZw2qVCquv3QMRZUN7Dom/fv6V3i42nH1gtHsOJDdb3NDAZZfm4C3txNvrthMR4e0hydK4OBkzbNvXElLcwdPP/gtnYN8bEsfEXF+vL3uHnyC3Hn29i/55v0dAzr6Zoghzkea6tt44saV/PzVQRbfPIWnP74BmwFqERBL9okyXnnqRyKjfbj3sXkDasM9fryQTZvTuGLJWEJDxN1Qy2Hltwdob+/i3huVt8ieyec/H8HG0pxF05UX+tuTT1Hd2Mo105RL9TUaBdYcSWN0gDdBbs6y9xMEgXVpmYzx9cbX0UHWXmXNzRwqKWZRxHBZFdUNeVmogMsCpSe8birJws3ChlEu0sTwrsoszNQaElzFi7M2fSfJDTkkuIgXkpnNWfQIemIdxL0f9cYe8tsyCLGNFXVmt6GVqo4MvK3HijrvTGSJUEEQ6gRBmCEIQsjpP+tP//dyQRAuOf3P+YIgxJz+33BBEF74q/V/hZnamvL2JAzGc79JVas0BNvGcqolRXRlMdYhmg5DB6daxd30q1VqxrtEcaz+JJ0G8TfUk93C0KjU7BxAS+5lgRGo6P3BlopKpWJx5HCSKsrJb5AuZgE87GxICPDjx7RMRSqBHva2TI0IZN2xDLr1Btn79XH1tDjau3pYf0g5cdvH9PgQfD0c+fyXIyYVGFcvGIObiy1vfboTg4LzVP8MnU7LQw/MobKyiU8+E9U2rjhBYR48+twiTmWV89rT6zEazw8x5+Jhzyurb2PqpbF8+eYWXr7/azoHUNAPMcT5REF2BfcteofM40U89OpSbnpkLhqFgutMTXVlE08/+C2OzjY89erSAU3L7ujo5vU3N+Ht5ch11/bfSJa8oho2bE1lwUWxBPq6muyc/LI6diXlcsXMWGysxIc//hmCIPDVruP4uzmSEOGv2L4Hc4sobWhWrAp6rKSMooZGLo+RXwVdm3UCAWRZcQVBYH1eJmM9fPC0kda3LdeKKwgCOyuzGOMciI2Z+JFdx+qz6BEMJLiIt3enNKZhoTYXHUpU1H6SbmMnoTbibN/l7ccRMOBtNUAidKDQaazRCx1UdYqrMIbaxtKqb6SiQ5zVb7hdJFqVlpRGcVZegIkuI+gy9nC8QXzCrr3OilFO/uyukiYAlbDkeljbMm6YL+vzMmUJnoXhkWhUKn7IlF/BXBQTSWVLK4cKS2TvBbB0bDT1bR1sP6FcZTHCx51RwV58vScFvcICTqNWc93c0eQU13AovVDRvc/EwtyMO5dP4VRBNb/uVF5M/xHRI3yYf+lIflx/jMzMsn4792yMnxLGzffMYt+OTL78aNeAXosYzC3MePi1Zdz48CXs25jGQ8vep7q8YaAva4ghBjUHt2XwwBXv0d3dw6tf38aMBaZJITcFHe3dPPXAN3R29vDsG1fi4DSw4WSffbGPisomHrx/Dub9lCQsCAIrPt2JjZU5Ny2dYNKzvtx4FAudlmWzlZ8/mlJQzoniKq6aGqfoyLLvjqThZG3JzOHKWJTXpWZirTPj4nB5KbtGQWBt1gnGe/vibWcveZ+MuirymuoH1Ip7qqWKso4GpntIu4YDtRk4mNkQaS8uyFMQBFIaU4myj0Irsg/1VEsyGpWWQBtx42hK249gprbG3VJ6P/R5KULN1Fao0VLSJrIv9LTKF2vJtdBYEGEXLkmERjsEY62xkGzJneYeQX5rDYWtNZLWK2XJLWhuIK1WetiJm7UNk/0C+PGk/ArmjNAg7C3MWatQQNGEYD+8He34XsGAIoCrp46kor6Z3el5iu4LMGd8BB7Otnz2s2mrodMnhBEd4cXHX++jpU1687lYbr5pCq4udrz6xia6u6XHfyvBoqvHc/H8OL75dB/bfhX/GTBQqFQqltw6lac/vp6K4nruvfwdMgaw13aIIQYrgiDw9bvbee6OL/ELduftdfcQFqPM/Oj+wGAw8tLjaynMr+bxlxbjHzSwvatZWeWs+/EYl86LI6YfX8e9ibkczyjhpmUJ2JloljZAWU0TWw5lsXBatElmdq/elYydlTmXjpFfYeyjsqmF3Vn5XB4fhU6B3ty27m42ZeUwJyIUK5n9sIllpZQ0N7EkUl640/q8TMzUai4JkD6OSK4Vd2dlJipUTHUXl04L0GPUc6Quk3HOw9GoxMmz4vZiGnsaiXUQX+XOaUnGzzoCc825v5cFQaCk7TBeVvGoVdIdF+elCFWhxsMymlKRItTGzAFPy0BOtaSIPjPGIZrKzioqO8QJMa1awzjn4RyuPYHBKN7uOc2j92nMLonVUCUsuXP8Q9GpNfIDiiKHU9XWyr7iIln7mGu1zBsezrbsXBo75AsjtVrFkrHRHC0oJa+6TvZ+fUwZEYi3iz1f7Tqu2J59aLUarpkTT+qpcpKzTdezqVKpuPfG6TS1dPD5mkMmO+f3WFubc9+9F1FUVMvX3/TfuWdDpVJx96NziY0P4K3nfyI9Wd77t78ZMzWCt364C2tbCx5b/jGbvxf3uTnEEBcyne3dvHjPV6xasZUZC0byyte34ewuvRozEKx8extH9udwx4NziB9vuiCec6Gnx8Brb2zC2dmGW2+e2m/ndnXreffz3QT4ODN/tmnDmFZtPIparTbJvO6yuiZ2puayaMIILBWsIK89moGAwJIx4qpdf8SWrFO09/QoMi7vh8wMbHQ6LgqS/t41GI38lJ/FNO9A7M3F22BBvhUXeu/VYxx9cDYXP9YwpTGXdkMnCS7iv0cpjWmoUBHtIG5tU3ctVZ1Foq24jd2FtOmr8bYa89d/+U84L0UogLf1WBq682nrEVchDLGNo7jtJJ0GcWNT+hp9U5rEV8sSXEfQrG8jo0l8FcLD0p5Ie0/JfaFKWHLtzS2Y7hvEz/kn0cuoYs4ICMLRwoIfMuVbO5fERtFtMLAhXZ4w7uPyUcPRatR8f0RaxfpsaNRqrpwSS0p+ORlFyo/MuGxyFC4O1nyw7qBJq6Fhge7MmzGCHzYmU1wmr6dXDOPGBjFzxnC+/vYQ+QV/OL2pX9BqNTzxnyV4eDry7MPfUV7af6+DEvgEufHmD3cRMy6IFY+v5YNnN6DvUa4Heoghzkeqyhp4cOl7HNyawc2PzuXBV5ai6yfrqFJsXJfEuq8Ps2DpGC5dMvBzjb/59hAFhTXcd89FWFsr2yv5Z3z38zEqqpu498bpaE3Yw1tW08RPezO4dNJw3BzPfXb8ufLd3lRUKlg2OVaxPfUGIz8cTWdiiD/eTso8YPk2OZ0AZ0dGeXvK2qe1u5tNuTlcGhqOpZn0n71DlSVUt7exIHjgrLhl7Q1kN1dKTsU9UJOGhVrHSEfx9uaUxlQCrQOwNxP3/e0bzRJiK06E9k0okRNKBOe5CAXxo1pCbeMwYiSvVZzYcDV3wdvSi1QJltx4x3DMVFpZltz0xlKqO6XNbFTKklvT0cbBculVIJ1Gw/ywCLbn59HY2SF5H4BIDzdiPD345ni6IgLMycaK2VEh/HQ8k45u5ZJQ548djrWFjtW7lR/XYqEz48bLxpGaU8ZhE/aGAtx61UQszLW8/Vn/9kXeefsMrK3Nee2NTf0WjvRH2NpZ8uxbVyEAT97/Da0t/WdPVgJbeyue+fgGLr9pMj+tOsATN31Cc4P4GcZDDHEhkHG0gHsvf5uqsgae+e+NLLppyoAmyUrh+JF83nnlV0ZPCObW+y4a6MuhoLCGr74+yPRpkYwf138V2Zq6FlatO8LksSHER/uZ9KyV6w+hUau48TJ5N99no62zm3UH05kVG4q7ggJ398l8qpvbFAskyqysJqWsgitHik9w/T2/nsqmQ69nsQKzQW3MdMzwCZK8h+xU3NOOxT4HoxiMgpFDdRmMdo5ApxEnxpt6mshvKyDWUbwD4FRLMnZmTrhbiLPNl7Yl4qDzx8bMXfSZZ3LeilBHXSBWWlfRllwfqzAs1FbktIi3SMY4xJDdcop2fbuodZZac0Y5hXGwVppg6ntD7646KXotKGPJneYdiJ3OnA350vcAWBIZRbfRwE/Z0r6WM7lyZDT5dfUcLVYmvGbp2GiaO7vYnCY+ROqPsLE0Z+H4KLYdz6GqsVWxffuYPzkKT1d73l97wKTprY721tywZAKHkws4lJRvsnN+j729FXfdMYuTJytYt/5Yv537R3j5OPHUK0upKK3n+UfXoFcwUbk/0Gg13PLoPB58ZSknjhVw76J3KDqlfJV+iCEGM5u+O8Jj132MrYMVb/1wF/GTpfeQDRTFhbU8/+j3+Pq78tgLi9FoB/Z2zmAw8trrm7CyMueuO2b269kfrt6HXm/kzuVTTHpOflkdmw5msWRGrEmqoBsOn6C1s5urFRzLAr2BRB72NkwOExd284f7JadjrtWwYIQCs0EzMwhydCLWQ9x8yjPp1OvZXJjNHP9QLLTSqqmKWHErswi2dcPXWvz4m5PNxdR3tzBRghU3tbG3wCV2NItBMJDbkkqITZyohwk9xg4qOlLwsR4n6ryzcd6KUJVKhbfVGMraj2EUzj24RKPSEGQbzamWZNGCMNYhGoNgIL1JfCBOgssIqroayGsVL5iCbNzwsXJi1wBaci20Wi72D2VzYQ6deumVwghXN4a7uiliyZ0TGYqdhTlfH1cmLGaUvxdBbk58e0TZ8JkrJ8diFAS+3aN8NdRMq+HWBePJLqpm57FTiu9/JovmxOHj6cjbn++ipx+tnNOnRTBuXBCffraX8orGfjv3jxgx0o97/3UpyYn5vPfqpvNyDufMhaN4ZfVtdHX2cP+Sdzm8Q5mQryGGGMzoewy8/8x63n5iLbHjg3lzzV14Bw5siI8UmhrbefK+rzHTaXn2zSuxtuk/2+sfsX5DElkny7nrjpk4OFj127kZOeVs2ZPJssvi8fJwMOlZH607gKW5GcvnyuuDOxsGo5Fv9iQTHTCMEf7KzVQtqm3k4KkiFo8eoYhNubWrm58ysrgkMgwHS2m9l33kN9STVFHO4sjhsiqqO0vyaOnpHtBU3PquNpLri5juLjUVNx2NSs0YJ/HrUxpTcdI54mPpLWpdaXsOncZ2QkVacSvakzEKPbJGs/Rx3opQAB/rsXQbW6nuFNcXGGITR1NPHdVd4kZ8BNsEYa2xlpSSO855OGpUkiy5KpWK6R6RHK3Lp7lHmo1VKUtua08324vlpb0ujhxORk01WTXy+vwszcy4PDqSbSdzqW2VbytUqVQsGxdDRmkVKUXlsvfrw8vFnhmxwazZn0ZLR5di+/Zx0fhwAjyd+WjdAcXHwZyJmZmGe66fRkl5A2s3KS+o/wiVSsX991yERqPm9TcGh+ibfWksS69LYOO6JH785vBAX44kIuL8eHvdPfgEufPs7V/yzfs7BsVrO8QQpqCpvo0nblzJz18dZPHNU3j64xuwsTNdgqqp6O7W88zD31Fb08zTry3DfZjDQF8SFRWNfPLZXsaOCWLGdOUSXf8Ko7F3JIuzozXXXq68PfZMMvMr2ZWUy1UXjzJJIu725FOU1DaxfLqyYUdfH0pGq1GzeLS85Nk+fs7Ioq27h6tGyrf2rs06gUalYmG4vPfM+rxMXC2tGT9MehKzXCvu3uqTGBEkWXEFQeBAbTqxDiHYmIl7b/UYe8hoOkGMQ4xoIZ/TkowaNUG24iqope1H0KoscLeUH3J1XotQT6t4VGhEW3L7VP+pFnE30mqVmhiHEaQ1pWMUxN3sO+hsGG4fKKsvVC8Y2V8tzSqqhCV3nIcP7lY2slNyLwuNQKfWsCZLfvVlaVw0PUYja9OUqeTMHxmJnYU5qw4oK7JumjWG1s5uvtur/IgPjVrNbYsmUFTZwKaDygQ1/RHjRwUyfmQAn605SH1j//UTurracevN00hOKWLzFmVH6Ujl+jtmMHF6BB+/tZXDe7MH+nIk4eJhzyurb2PqpbF8+eYWXr7/azo7pLklhhhisFKQXcF9i94h83gRD726lJsemYvGhOE1pkIQBFa8+AsnUop56KkFRIwQV/kw1TW98dbm3oeF917Ur321W/acIOtUJbdfMxkrS51Jz/pg3QHsbSy48iLl54IKgsAnWxMJcHdierRyvbQtnV2sO3aCS6LDcLUTn9b6ewRB4Jvj6US4uxLtKa9aazAaWZeVyWS/ANyspV9bU1cnu0ryuSwwHI1a2s+0UlbcYZb2hNuJtxUXt1dR1lEjKRX3ZEs2XcYuyaNZfKxCsdSImylc2pbIMKs4tGr5Dozz71P4DMw1trhZDhctQu11Lrhb+JIjUoRCr+e6Vd9KXqv4vriJLiMoaKugvKNW9NpoR2+czW0GNCVXo1ZzWWAEu0vzaeySHizkaGnJjMAgfjqZRbdBnq0zyMWJsX7efHc8Xfb8UQBrcx2LxkSx7cQpyhulBUGdjXAfNxIi/Vm9+7iiwUd9TB0ZTGSAO/9df4juHtPO1bz7+ml0dun57zf7TXrO75k3N5boET68/+FO6uqU768Vi1qt4uFnFhIcPoyXnlhLXs752VtpbmHGw68t48aHL2HfxjQeWvY+1eUNA31ZQwyhCAe3ZfDAFe/R3d3Dq1/fxowFyo/V6C++/Xw/239NZfk/pjJ1tjKVLbls2ZpO0vFCbr15Km5udv12bntHNx9+tY/IkGHMnmza6mtSVglHMoq4ft5YbCyVtz7vO1FATnktN84ajVqtnIhfezSD9u4erk0QZ7f8I1LKKjhZXaNIING+4iKq2lpZHCkvkGhjYTbdRsOAWnHb9V0cqs1jqnuEpNelrzg13kX8z3RqYxo6tY5IO3HX3qpvpLwjjxBbcQ9VmrpLae4pVaQfFM5zEQrgbTWW2q5sOvTibppCbOIobMukyyBOTEXZR6FRaSRZcvveYFKqoWqVmqnu4RyoOUWXQZqIUcKSOz8ogh6jkV8L5FV+FkcOp76zg50F8kNurhwZTWlTM/vzlZnfePX43g/srw+mKLJfHzdfNIaG1g7WHVRuDEwfKpWKOxZPpLKuhR93K7//mfh6ObH4kjh+2ZFOdn6VSc86E7VaxYMPzKGnx8Db727tt3P/DAsLM555/UpsbC158v5vqKttGehLkoRKpWLJrVN5+uPrqSiu597L3yHjmPiRUkMMMVgQBIGv393Oc3d8iV+wO2+vu4ewGOl2vYFm7/YTfP7+TqZfPIKrbpo80JcDQH19K+9/uIMRUd5cOk8ZoXOufLn2MHWNbdx743RFhdvvEQSBD9YewM3RhkXTlUmX/f3+K7ck4ulkx8XxygVk6Q1GVh9MIT7Ai0gveQmmfXxzPA1rnY55w8Nl7/VDZgaOFhbMCJCeZgu9VtxAe0dGuEivzMq14h6syaXbqGe6h/R+0HBbP1zMxY1XEQSBlMZUIu0i0KnFOQFyW3o1jNh+0L6inxL9oHABiFCf30a1JIpaF2obh0HQU9AmzsZprbUi1CaElEbxlsBhls4EWntyUKIld7p7JB2Gbo7UShNuSlhyo5zdCbJ3Yn2uPNvnJF9/3KytFQkomhkWjLO1Fd8eV8amOczBltlRIfxwNIO2LuWsiXGBXowK9uKLHUn0mCBVdXSkL6MifPjs5yN0dClfbT2T65eMx97WkhWf7uzXPkIfbyeuu3Yi+/bnsHef/IRlJXB2teXZN66ktaWDpx/8ls5O0772pmTM1Aje+uEurG0teGz5x2z+XpzLZIghBgOd7d28eM9XrFqxlRkLRvLK17fh7K7MfMSBIPtEGa8+vZ7IaB/uf+KyQTNK5u13t9HVpefBB+aYVAj+nrLKRr77OYmLp0YyPFR6quq5cCC1gLTccm6aPw4LnfIzZI+dKiWtsILrZ8ZjptEotu/OrDzKG5tZnqCMfbixo5ONmTnMjwrHxlye9bmxs4Pt+XnMD4tAJ+Nrrmhr4UhFCQuCIiX/TChixa3Kwt7MkjhH8Q+5qjsbyGkpIUFCFbS8s4KarlrRqbjQa8W11tgxzFJcYnJp+xHszLyx03mJPvNsnPci1Nk8BAuNg2hLrp91BGYqc4mW3GhKO0qp7RJvq53oOoITTYU0dIuvmIx2DsBaa/7bLCKxKGHJValULAiKJLGqlNKWJkl7AGjVahaGR7KnqICaNnm9hTqNhsUxw9mVW0BFszKVqGsTRtLS2cX6JGV7LG+aPZbqxlZ+TlS+d1OlUnH7ogTqm9v5bptpg4NsrS249apJpGWVsfNg//ZDXrFkDCEh7qx4ZxvNzfLmzSpFUJgHjz63iFNZ5bz29HqTjssxNT5Bbrz5w13EjAtixeNreePR72lpEjeWaoghBoqc9BLuv+JdDm7N4OZH5/LgK0vRmSsvHvqL6somnn7wWxydbXjq1aXozLUDfUkA7N2Xzd592Vx37UR8fcSPpJDDu1/sRqtVc9vVpq0IG429VVBvN1FmkeEAAMYsSURBVHsunSjPNvpHrNxyBBc7K+aPU3b/L/cfx8fJnqkRgYrs92NaJt0GA8sUCCT6Kfsk3UYDSyLlWco35GUiAPMH0IrbYzSwtyqbye7haNXiBfWhut5CWIKr+Ne1z5EZI7If1CgYOdWSQohtHGrVuctAvbGLivZkvK2VS4c+70WoSqU+PaolEUFEWJBWbUagzQhOtRyXMKql96lDqoRq6ASXEQgIHKoVH6Sj02iZ5BbK7qqTGEQGI/WhVEouwM/58ipRSyKjMAgCP56UL8iWxo1AEAS+T1bGihrjO4wYn2F8dTBZUUExPtyXSB83Ptt21CRJttHBnkyKDWTVxqM0t3Uqvv+ZzJ0eRWiAG+99uYdOE1dez0SjUfPwA5fQ1NTOhx/v7Ldz/4rxU8K4+Z5Z7NuRyRcfDp7rkoKtvRXPfHwDS2+fzo71x/nHxa+xd2PqUHruEIOWjrYuPn7xZ+5f/C7NDW08u/JGFt00ZdBUDaXQ3tbFkw98Q2dnD8+9eRUOTuICRExFS0snb7+7leAgN65Yovy4kj/jaGoR+xJzWb5oHC5O8sN2/owdR3M4VVLDrQsnoNUqV6XsI72wgiM5JVw7fRTmZso9XEgvqSS5qJyrJ8RKDus5E0EQ+PZ4GiO9hxHu7ip7vx8yMxju6kaEq7zxSBvysohzHYa/naPkPeRacZPqC2nRdzLdXZqIPVCTho+VGz5W4l+LlMZU/Kx8cdKJ+/rLO/JoNzQTYhsral1lRxp6oVMxKy5cACIUwNt6HJ2GJmq7xFVkQm3jqO+uoq67QtQ6D0sP3M3dJVlyA6098bBwkmzJneYeQUN3G6kNxZLWK2HJ9bVzYKSbp+yU3EBHJ0YN8+SHzAzZN7feDvZMDgpgTUoGPTLDjvpYPjGO4rpG9mTL71vtQ6VScfNFYympbWJbsrSk47/itkUJtLR38dWmYybZvw+NRs29N06nuraF1evF2eHlEhzszrIrxrF5SzrHkgZP7+Kiq8czZ8FIvv1sP9t+VT4JuT/RaDVc/8DFrFh7Ny4e9rx072qe/sfn1AyCWa1DDHEmx/Zmc9vcN/jxs31cvHQsH29+iFGTlOuvGwgMBiMvP7GOovxqHn9pMX6B8m/+leKjj3fS2NjOQw9eYhJx9kfoDUZWfLoTT3d7rphn2oApvd7Ah+sOEOztwuyx8nsgz8YnWxOxszJnyURle01XHUjGxlzH5fHKhFcdLiqhoL5BkSpoVm0NGTXVsgOJchpqyayvllUFVcKKu7MyEwu1GeNcxfe2tvS0k9qYR4KL+Ne1Vd/KqZZcyVZcFSrRIrS0/QgalY5hVsr1f18QItTLKh5Q9duoFui15GY1Z9FlEDf3UaVSkeAyguMN2bTrxVeqElxDMFNr2DWAKbnQa3842VDDyfoayXsALI4YTm5DPalV8pNFrxw5gurWNnaeUkY0zhwegoe9LV/uV9baOnVEEIEeTnyyNdEkts0QH1dmjwvj263HqTXxGJWYSG9mJISxev1RKmuUSxM+F5Zfm4C3txNvvLWZjkEyVkSlUnHXI5cQGx/AW8//RHqyMmFZA0nwcC/eXHMXtzw2j9TDufxjzmts+PIABhPOpB1iiHOhsa6V/zzwNf++6RPMzc149ZvbufvZy7E2wRzH/mbl29s4sj+HOx6cQ/x45cZ2yOX48UI2bk7jiiVjCQ2RN6ZDLBu2pFBYWsdd103FXGdaW/IvBzIpqWrktkUJJul3PVVey+70fK6aEoeVzB7LM6lqamVLeg6Xx0dhrdC+3x5Pw8HSgjkRobL3+iEzA51aw2Wh0iqHfazPy0SjUjEvUPoDArlWXKNgZHfVSSa4BmOpEf9aH647gRGjpH7Q9MYMBATRVlzo1TyelkFYa8X1yZe2HcHDMgYztXKfrxeECLXUOuJqHk5Jm7ih8U7mHjjrhpHdclz0mbGOMfQIejKaxdtqE1xG0CMYSKwXLyRtzCwY4xzIjspMydXDPkvujvJTktYDzAsIQ6NSsS5X3nzOS0LCsNBq+f6EfBvtlOAAhtnZsjpJmQqUVqPm6gmxJOaXkFmmXAqsWq3iptljyK2oY3d6nmL7nsmtCybQozfwyU/ifiakcPu1UwB457Nd/WrX1Om0PPTAHCorm3jvgx2Dxiqq1Wp44j9L8PBy5NmHv6Mwt3qgL0k2Gq2Gy2+czIe/PkjkSH8+fG4D9y9+h5RD0m39Qwwhle4uPT9+tpdbLnqV/ZvTufrumbz7031ExYsL2RisrPv6MOu+PsyCpWO4dMnogb6c32hqaue1Nzfh7eXIddcm9OvZdQ1trPzuIKNG+DJpjGlFeUdXDys3HCIq0INJscr0VP6e/24+gpW5GVdOUTZV+KuDyRgFgWsSYhXZr6qllW3ZeVwePRxzrTzh36XXs+FkFjMCg3C0lC5kjILAhrwsJnr642op3aK+sSRTlhU3o7GM6s5mpnlItOLWpuOisyfUVvz5yY0p2GntCLD2F7WuXd9CSfsp0am4LT2VNHYXKtoPCheICAXwtUmguvMEbT3iKnMRdqPJb02nwyCuYhRqE4Kt1oYjdUdFrQOItA/ARWfPjippdslLPKMp72jkWJ00G2K8iw+eVnb8kC9drLlYWjPTN5g1p9Lp1EufS2lrbs78sAh+PJlFfYe88BONWs218bEcLiwhtUyZmY1LxozAztKcd7cdUmS/Pi4aGUaghxNvbdhnkqRcXw9HFk2PYd2uVDLzTTu/0sPVjhuvGM+eI6fYtr9/E2ujR/hw1bLxbNyUyvc/9K8l+M+wtbPkubeuwkyn5Z+3f3FBCFEADx8nnvvkJv75+pU01rXx2PKPeeLGleRllg/0pQ3xN8BgMLL9xyRuuehVPn7xF0KivHl3w31cc8/sQRPYI5f13x7hoze3kDAtglvvu2igL+c3urv1PPHkWurqWnnskUsx78ewJ0EQeOXDrXR19XD/zTNM3uf73/WHqK5v5Z5lpukpTiuoYGtyDldPHYm9tYVi+9a0tPHNoRTmRIfh5ahMGvQnh5MQBIGrRsm34m7IzqK+s4OrRsjba3dpPqWtTVwROkLyHrWdrewqz+VSv+GSrbgbSo9joTZjqoR+0OaeNhLrMpnsFiMqHAigy9BFcmMqoxzFBQsBZDUnImAk3E7cw63C1j0A+For+/DpghGhAbbTACho3S1qXZTDBAyCnqwmcTewWrWW0U7xJDem0GkQZ6vVqNTMcB9FYt1JSSm5M4YNx1ZrwdoSaSJWo1azJCCG/VUFlLQ2StoDYHlEHPWdHfxaIE943Bg7ii6DntXp8iuYy0ZGY29hzocHlBktYWthzo2T49mTXUBKkXI32lqNmvsXTKa4ppHv9pmmd/C2yxNwtrfmpS+2myQE6UyuvGw0UWGevPHf7dTU9e+szBtvmMzUKeF89PEudu8ZHGNbADy9nXj1w+vQmmkuKCGqUqmYdlkcK7c9zM2PziUnvZS75r/FKw9+Q2VJ/UBf3hAXIIIgkLg7i7vmv8Xr//wOe0crXvz8Fl78/Bb8QpSZgTgYWP/tET54fTMJU8P514uL0GgHxy2a0Sjw8iu/cCKzjH89eikREZ79ev7GXRkcOJbHP66ehL+3aZN4c0tq+GZLEpdNjiI2VJkxFGciCAKvrduDq501N8yKV3TvlbsT6TYYuHPmeEX2q2/v4LvkNOZFhePr6CBrL0EQ+DQ5iQgXVyZ4y5vX+0VmMm5W1lzkHyJ5j7UFaegFI0sDYyWtb9d3saksjdmeUdiaiX+QsLs6mR7BwCx38ZXF440pdBu7GecsPiAovekgjmZueFmK62EtaNmFs3kI9jppVeM/YnB8wimAg84XJ10QBS27RK3ztgzBwcyFjKaDos8c7zyObmM3xxtSRK+d5TEGI0Z2ViWJXmuhMWOuVww7KjNp7JZWPVwcGItapeL7ghRJ6wESPP0Isnfiyyx5PZMhzs5M8Qvgy9QUumRUVQFszHUsHx3HjlP5ZFeLH6FzNq6eEIezjRUrtop/j/wZEyP9GR/ux8ebD9NkgiRbGytz7r9qKtlF1fywI0Xx/c9Eo1Hz+F1z0OsNvPzBln61xqrVKh55eC7DI7146T8/k3GitN/O/iu8fJ0vSCEKoDM3Y9FNU/h0xyMsvW0aB7dmcMtFr/Lh8z/RWNc60Jc3xAXCyZRiHrnmI5665TO6Onp49K2reGvt3cQlSL8BHYz8jwB9aXG/Bv78FSs/3cPuPSf5x63TmDLZNCE9f0RldRMrPt1F7HBvlsw1bRiR0Sjw0hfbsbW24K4rJpnkjC3Hc0grrODOSxMU7QUtb2zmuyPpLBg1HD8XB0X2/CLxOJ09ev4xQb4lfG9RITn1ddwUN0pWdbmouYE9pflcFRaDmYSRKNAriL/LT2G0qw9Bdi6S9thSnkG7oZvLfaQ9SNhWeZRAa0+CbcU/6DhcdwQnnSOhtuI+A9v1LeS1pBHlMEHU96C1p4rqzhO/FfuU5IIRodBbDa3qTBdlyVWpVETZTyC3NVW0JTfYJghnnROH68T33flZuxNu68vWSvF2XoDLfePpMRr4tUxaFc3Tyo7JHoGsLUhFb5RWJVOpVFwbEUdKTQWpNeIShn/PzSNHUdfRzvps6am9fVw7Og5rnY4PDyhjz7TSmXHr1DEk5pdwOFdaKvHZUKlUPLhwMq0d3Xy4SVm7bx8zR4cyfoQ/H647QHWDaSuUPp6O3H7tFI4kF7Jhm/jkaDmYm5vx/LOLcHO1499PraWsrKFfz/8zLmQhCmBjZ8n1D85h5bZ/MvPyUfy86gA3zvgPX7+7nY42ccFtQwzRR2l+Nc/ftYr7l7xLSV41dzy1gI82PciUubGoFRg7MZgYzAL051+S+fa7w1x2aRxXLO7fcSxGo8CL721GEAT+defFJgkIOpOf9qaTnlvBPUsn42CjfLhVZ7eeFRv2Ee7txmVjpKe6no0Pd/a6v26brsz4jObOTlYdS+Gi8BCCXeRXn1cmH8Pd2oZ5ofIeYqzKSkGjUnNVmPhU2D4OVxdR1NrA0kDp/bjrSo4RaONKjKP4ymBRWxUnW4qZ7SFe3Lf2tJLelME4p7GSrLhGDETZTxC1rs9hGmAzJEL/FPmWXHEWTrVKzTjnsaQ3naC5R/wN/iyP0eS3lZPbUiZ6baidB1EO3qwrPia56rQ0MI6qjlZ2V0gPF1kUEoWV1kx2NXSCty8RLq58mpwku4rmYGnBVaOi2ZiZTUGdMmLkirEj8LC35a0tBxSt8gV7unD5hCjW7EujsEp5K6NKpeKf107HYDDyxurdiu//exZeFEt8tB/vfbGbsspGk593Jvb2Vrz0whIEAR57/Huamjv69fw/4/dCNCt98FRrlcLFw557n1/MhxsfJG5CCKtWbOWmmf/hl9WH0Pco3/c8xIVJfXUz7/x7Lf+45A2O78/mmntm8emOR7j0mgmYmTgRtb8RBIFvPts3aAXokcQ8VryzlbFjgrj7zln9PnN17aZkjmeUcM8N0/B0dzDpWfXN7by7Zh8jw7yZm6CsQOzjq13HqWho4cHLJysqqItqG1ifdIKlY0fg6WCnyJ6rj6XS2tXNbQnyHzxk1dZwoKSY5TGx6DTS398d+h6+y0njYv8Q3K1tJe/zXX4KtmbmzPGWJohPNVeS3ljKQp94ST8T2yoTUaNmurv4yv7RhmMYBMMAWXG9RZ/5V1xQIlSOJdfRzI20xv2izxznPBYjRo7Wi+/PnOoWh5lKw7YqaRW7y31GkddaTVpjiaT10zyDcbGw5vv8FEnrAex05lwePJyf87Oo75QeLKRSqbg5Lp5T9XXsLSqUvE8fN4wZiU6r4eOD0irNv0en1XL7jLGkl1ayK0u5uaEAd8ydgIVOy5vr9ym6bx9ebg7ceNk4dh47xf4UZa/996jVKh678yI0ajUvvLup38d4eHs78fwzi6iqbubJp9bS3S3P3q0kfULUytqch2/7nN1bMwb6kkyCT5Ab/35/OW98fyde/q689/SP/GPOa+zdmDpoEoyHGHy0tXTw+RubuXHGf9i69hjzrhrPpzse5eq7Z2FpbT7Ql6c43d16Xn9mA5+/v5NpF40YdAI0N7eKZ5/fQGCAK08+MR+Npn9vF4tK6/jgq71MGBXIvBnSA2jOlRXf7qG9s4dHrjNN8FFtcxufbktkWnQQo0OU7at7d/shdBoNt0xVplLd3t3DZ4nHmRIUQKSHm+z9Pk1OwlKr5aoo6dVLgA15WTR3d7E8YqTkPRq62tlSepIFflFYaKWFa60rScJMrWGet/ivxyAY2V6VxBjncBx14oX0obojeFoMw9dK3HuoTd9EXksqIxwSBo0VFy4wEQrSLbnRjpPIa02jtadR1Hk+lt54WXpyuE58EI6dmTXjnIezs+o4eqP4SsHFniOw0uhYVyy+rxTATK1hcUAMuypyqWyXPuPxusiRdBkMfJ8jb8zK3NAw3K1tWJksLXDpTFxsrLkidgQbMrIoa1JmfuX8kZH4OTvwzraDis73dLK14qaLxrAnI58j2crZfc/kmjnxBHg68epXO+ns6jHJGX24u9hx303TScsq47uf5X8vxRIV5c2j/5xHekYp/3n1V5PMYpWKl68zKz6/mdBIL156fC1f/XfPBSvMIuL8eOXr23jm4xvQmZvx0r2ruXfR0FiXIf6XvnErN0z/D999sJPxM4fz0aaHuP3J+Tg42wz05ZmEpsZ2HrtrFdt+TeXaW6fyyHMLB5UAralp5rEn1mBjY84Lzy/B0lK53sVzQW8w8vy7m7DQafnn7bNNXoE9mlnMpoNZXHvJaAI8TRN89N4vB+nWG7hvvrK9pjmVtWxKy+aahDhcbKWPKzmT75LTaezo5PaJ8kVtVWsrP2VnsSQyCnsL6UnAgiDwReZxwh1dGeMhvSK3viiDbqNBshW309DDL6UpzPCIxFEn/vVObsihrruJWe7irbh1XfVkt+Qwznms6J+J9MaDGDES4zBZ1DpTWnHhAhWhAAWn44TPlRiHSRgxki4yoEilUjHeeRw5raeo7RIfhDPLYzSNPa0clTAz1EprzsWe0WypSKe1R1qwzRWBsRgFgR8KpPfwhTq6MG6YD6uykjFI7C8F0Gk0LI+J5UBJMVk18vvmbh4fjwpYeUgZIWSm0XDnzPHkVNayOT1HkT37uGpKHJ5Odry+bo+s1/CPMNNqeOS6mVTUNvfL7NCLpkQyeWwI//3mAPnF4sYmKcG0qRHcctNUdu3O4tPP9vb7+X+GvYMVL793LTPnxrDq49288uSPdHcNnoqtkqhUKsZMi+Ddn+7jgf9cQWNt629jXZL25WA0wXt9iPODtpYOfv360P+MW3ln/T088uZVePqZNgF1ICkurOXeG1aSfaKMx15YxDW3mGYMiFTa2rp47Ik1dHR08+LzS3B1kW57lMpXPx4h61QlD946ExdH0z6I6O7R858vd+Dlas8Nl5qm5zW7tIb1hzNYNjkWPzdHRfd+Z9tBbMzNuWGyMkm7XXo9nxw+xjg/H0Z6y09B/jItGb3RyA2x8kKlkqrLyayvZnlknOSfF0EQ+C4vhWinYUQ4SkvV3lGZSYu+U1Ygka3WinEuUaLXHqnvdU1KseKmNe7D3cIXD0s/UetMacWFC1CE/n9L7k5R69wtfHG38COtUbwlcpxz7wfXkTrxttrRThE4mNmwTXJA0Sg6DT1sKpcmIv1sHBnv5s+aghSMMioyyyNGUtrazK5SeXbPq6JisDIz49OU47L2ARhmZ8uC6EjWpGRQ3aJMWuec6DBCPVx4b/shRceemJtpuW/BJHLKa9lw+IRi+57JyDBv5k0czlebk8grVSY5+I9QqVQ8/I9ZWFvpeP7tTfQMQE/gsqVjmTc3lq+/PcQvG1P6/fw/Q6fT8tBT87n+juns3JzOI3d8SWO9uGC08wmNRs2sy+N/G+tyKqOUJ25cyQ3TXmbViq1UlQ6Ndvk7IAgCaUfyeO3hb7l6wvO8+9SP2DtZ8+Lnt/DCZzcTPNw0NzqDheTEfO6/8RM62rt59cPrmTpb/I2oKdHrDTz7/HoKC2t56t8LCQqUb8UUS05+FZ99f4gZCeHMSDB9Eu+XG49SXNnAP5fPwEKn/OxTQRB4/cc92FtZcOvFyoQG9ZFWUsnOzDyunzQKe0tl5o2uSz1BdWubIr2g7T09fJ2exuygEPwcHGTt9WXWcWzNdCwIkt6vm1xXxqnmGnmBRMXH8LFyIt7ZX/TaNn0nB2rTmeoWh04tvr/9UN1hgqwDcbcQ93PZ0F1NUftJYhzEVeFNbcWFC1CEgjRLLvRWQ4vbs6nvqhS1ztXclWCbIA5JsORq1Rqmu4/kcN0JmnvE34QOt/ci1NadH0ukWXIBlgbFUtrWxIGqAsl7zPYLxt3Khi8y5YlHewsLlkRG8VN2FlWt8oXjreNHozca+SxRvqiF3p7Hu2dNoLC2gZ+SMxXZs49ZsSHEBnry3i8HaevsVnTvPu5ZOhlrCx0vf7nD5DZVR3sr/nnbbHIKqvniB9Ok//4ZKpWKe++ezZjRgby1YgtHj5q2H1YsKpWKK2+YxBMvLyE3u4J7blhJUX7/V437k76xLqv2Pc5jK67GO9CNb97bwfXTXuax6z5m98/JdJvYLj5E/1NT0cg37+/gppmv8Mg1H3FoeyYzFo5ixbq7WXEBjls5GxvXJfGve77Cxc2OFZ/dTMSIwSW4BUHgrbe3cvRYAfffezGj4wP6/Rq6e/Q8/84mHOwsefCWGSY/r7iygc9/TmTWmDDGj/A3yRl7M/JJzCnhtjnjsbNSRij28c7WAzhaW3JtgnRRdSY9BgP/PXSMGE8PxvvL71v9ITODpq5Obh4prwpa09HGxoJsloSOwNpMujX8u/xkrLRmzPOVJmSLWmtJqi9koc8o0cm0AHtrUugy9jBLQipuWUc5xe0lEqugvXk3IxwmilpnaisuXMAiFMRbcqNPf4PSmqQFFJV0lFLaLj71cpb7GHoEA7urxSfMqlQqLveNJ7OpnJNN5aLXA8z2CsNRZ8l3edITbs3UGq4Oj2VvWSH5TfKqGjfEjkRvNPJlmrzEXQA/JwfmRobxTVIaDe3KpKVOiwhkhLcH7+84TLfMuaZnolKpeOjyKdS1tPPJVmXGy/weB1tL7lk6mdScMn7eZ/pgnMljQ7h4aiSr1h0hK1feGB8paDRq/v34fPz9XXjm+fXk5Q++8SiTZkTy2kfX09Ol574bPyHpcN5AX5LJ0ZmbMfmSGF747GY+3/0o19wzi4riOv7zwDdcPeF53n9mPbmDaN7rEOLp6dazb1Ma/775E66f+hJfvrkFN08HHn5tGasPPsHdz15O6AifQWVFNQUGg5GP3tzCipd+YeSYIN5YeSMeng4DfVn/h2++O8zGTalcfeV45l4iL0BGKiu/PUB+cS2P3n4RdrbKj0g5E0EQeGXVDszMNNx/1RSTnNGjN/DG+n0EuDuxaKKy4UpH80s5mFvMzVNGY63QvNFfTmRT2tTM7QljZP9cGoxGPks5TpzHMEYNEz8L80y+OZlKj9HItRHSxXZLTxe/Fmcxz3c4NmbSgs7WlSShUam51FvadWyrPIqPpRvhtr6i1x6uO4IKFWOcxAvY1MZ9+FqF4aQTZ0E2tRUXLlARKtWS66hzw88qnNSGfaLDQsY4xaNGzWEJltxgWy8CrT0lW3Iv8YrBXK1lrcSAInONloX+I9henkNtp3RL4JVh0Zip1Xwlc1yLr70Ds4NC+Do9jfYe+VWR2xJG097Tw5dH5Yta6BWL98yeQEVjC2sSlRVyUX4ezB0dzle7jlNer0yg0u+ZN3E4saFevPP9PhqapScanyv33jgdZ0cbnn97E10DUOWytjbnpdPhGv96Yg01taadlyqFsOFerPj8Ztw9HXjivtX8/IMyqc7nA26ejlx9d+8Yjhe/uIX4KWFs/j6Ruxe8zZ2XvcWGLw/Q0mj69+kQylCYU8lHL/zENRNf4MV7vqIwu5Klt03nk+2P8PKqfzB9/kgs+jnoZqDoaO/m2X9+z7qvDzN/6RiefeNKrG0GX9Lvrt1ZrPxkD9OnRXLD9eKCS5Qi7WQZ32w4yqUzoxk/KtDk5209kk3iiWLuWDQRFwfT9J2u2Z9GUXUD9y+YhJmM0SS/RxAEVmw9gJudNcvGKfPAwGA08uHBRMLdXJkWIv/1316QR1FTIzfFyauC6o1GVp9MYbKXP4H2TpL3+bkogw5DD8sCYyWt7zHq+ak0mcluYbhaiO+TruioJb0pn1keo0ULfEEQOFR3hEi7CBx09qLWVnYUUdVZJDqQqD+suHCBilCQbsmNdphEdVcJVZ1FotbZm9kz3D6SQ3VHJKVdzvIYzcmWYorbqkSvtTOzZNaw4WwqT6VDL83GeUVgLD1GI+sKpQcUuVnZMMc/lDWnMmjvkWcnvXnkKJq6OvkhU77IC3F1YVZYMKuOpdDa1SV7P4Dxwb6MDvDmo11HaO9WVljdc+lE1CoVb28QX5E/F9RqFY9cN4O2zm7e+d40Y2HOxNbagsfuvJiisno+XG36886Gq6sdLz2/hNbWLh5/Yg3t7cq8D5TEzcOeN/57A6PHh/DufzbywWv9P+JmIFGr1cRNCOGRN65i9cEnuPPpBajVKj58bgNXTXiOl+5bPRRmNEhpa+lg4zeHuXfRO9w+9w1+WX2I6LGBPPfJTXy++zGW33/RBR02dDaqK5t44OZPSdyfw50Pz+GOh+ag0Q6+W670jBJefuUXRkR588+HLlF0fuW50t7RzQvvbMLD1Z67r59q8vNa2jp58+vdRAS4c/n0aJOc0dTWyYebDjEu3JdJw5W1Nu/PKSS5qJzbpo/FwkyZ2blbs3MpqGvgtgTxIulsfJKchLedHbOD5FnttxadorK9leUyqqDQOxs0zN6NaCdpYUt7qrJp6G7jcl+pgUTHUKFiprv49fltBdR01TBeYiCRGjVRDuNFresPKy5c4CIUxFtyRzhMQI2aVEkBRWOp7a4lr1W8nW6G+yjUqNlWJTWgKJ5WfRdbK6SJthB7V0a5ePNNXrK8gKLIkTR3d7E+T16/5KhhXsR5DOOzlOOKpMXenjCG5s4uVielyt4L/n81tK61na8PpSiyZx/ujrYsnzGKzcezSS2QZrH+K4K8XLh2Tjy/7D/B8ZPS5syKYXSMH4sviWPNr8fZlzgwIzqCg9158on55BfU8OzzGwalwLOyNuep15Zy+VXjWP9dIk8/+C1trYNPMJsaW3sr5l09gXfW38u7G+5j7pXjSD5waijMaBDx+5Chd55cR3dnD7f+61K+2v8Ej79zLfGTw/p9vuRgICeznHtvWElleSPPvnkVl11hmtRVuZSW1vPvJ9fi7mbHs88sQqdTRtCIQRAEXvlwKxXVTTxx9xys+qFK/v7aAzS2dPDYdTPRqE3z/vxo82FaO7p5cKGy6cdGo8CKrQfxdrRj4Shlgq0EQeCD/YkEODtyUbj8/uzUygqOlZdxQ+wotDJf3y+zkvG2sWO6T5DkPdLqysloqGRZUKzk78W6kmN4WNgzwTVY9FqjYGRb1VHiHENwtXAQvf5Q3WHMVFpGOYqbjyoIAqmN+wiyjcFGK+7c/rDiwgUsQqVacq219gTbxpLWuA+jIO4mdZRjHGYqM0kBRY46W0Y7hbO98hgGkecCxDn6EWDtwjoZAUXXBMdT3NrAvkrpAS7xbl5EOrnxZVay7PmHN8XFU9TUyPYC+T1yUcPcmRTox2dHjtOhgMUXYKS/F5PDAvhkz1FaOpUVCtfPjMfVzprX1plujuSNl47F09Wel7/YQY/e9Om1dyyfQniQOy+8s4myykaTn3c2xo4J4r57LiLxaD5vv7ttUM7o1GjU/OP+i7jnsbkcO5zLAzd/SlVF40Bf1oARFOnJbf+ez1f7h8KMBgN/FjL0/i/3s/CGSdg7KTOv8Hxk385MHrr1M8x0Wt785EZGTxB/09ofNDa28+jj36NSq3jphSuwtzNtD+YfsX5LKtv3n+TmZQnERJo+rCkjr4J1u1K5YmYs4f7SxnT8FUXVDXy/N5WFE6II8XRRdO9tJ06RVV7NnTPHo1Notuzu3AJOVtfwj/GjFRHlK5OPYaszZ0mkPJGc01DLoYpirgmPk3Vdq3KTsNbqWOgvrepd1t7AoZo85vuMRCMhkCijqYDKznpJs0ENgoHE+qPEOMRgpbUStba4PZvGnppBmYrbxwUrQkFeSm5jTy3F7dmi1llqLIl1jOFI/VEMgvib+lkeo6ntbiK5QfwMSpVKxULfeFIbisltEW/pBbjYOxwXC2tWnZI+V1OlUrE8Mo6s+hqOVskLFpkdFIy3nR0rjysz5/P2iWOpb+/g++R0RfYDuGf2BJo7uvhin3TxfzaszHXcdWkC6YWVbE4S9z48VyzMzXj4mmkUVtSzaqMyr/GfoTPT8txDl6FSq/j3az/R1T0wszHnzY1l2dJx/PxLMt+tMU0AlBLMvTyeF1ZcQ01VE/dev5KTGX/voJ5zCTPKTi0elBXu85321k72b07/24cM/RmCIPDtZ/t4/pE1BIZ68PZnN+Mf1P8jTs6Frq4ennhqLTU1LTz/7GK8vJSdXXmuZOVW8PZnuxg/MoBrFio7vuRs6A1GXv5iO64ONvzj8gSTnfPm+r2Y67TccYk4C+RfYTAaeXf7IYLcnJgbq8z4GkEQ+OBAIl72dlwaJX/P0uYmNuWe4sqoEdjo5FW1v8xKxlyjYWmY9FCn+q52fik+wQK/KGwlBhJtKOmdrrDAR1wlso+tlYlYasxJcBX/dWQ1n6Spp1mSFTe1cR9alY5IO3Fr+8uKC38DEQriLbkRdmMwU+lIbRQ/5H6881ha9C1kNmVJWDscW62V5ICieV6xaFUa1pdIG0ei02hYFhjH7opcSlobJe0BsCAoEjudOV9mygsC0qrV3BA7iqSKclIq5Serxvt4MdrXi5WHkxRLtY3wdGN2VAhf7D9OQ5sy6bt9XDomkggfN1b8tJ9OEwm2hJhApseH8NnPhymtbjTJGWcyzM2eJ+6eQ05BNSs+FedSUJKbb5zC1CnhfPzfXezec3LAruOvGDk2kLc+uxkLSx0P/eNzdm81faLx+cAfhRndt/hdlox6isdvWMnqd7aRfPAUHW1/PzuzXGoqGtn9SwrvP7ueu+a/xZJRT/HC3av+1iFDf0ZPj4HXn9nAZ+/vZNpFI3jlg+twGKTVYKNR4OVXfiUzs4x/PXopwyPlJZdKpbmlg3+/9jNODlY8cU//9KJ+vz2ZnOIaHrhqKtYmet8mZhezOz2fm2ePwdlO2ffALyknya+u565ZExSzER8uKiGlrIJbxscrEp70Wcpx1CoV18VIE2x9tHR3sS43g3kB4ThZiKsAnsma/BS6jQauCZHWy6k3GlhfepwJrsEMs3QQvb7D0MXemlSmuMZiqREvgg/VHcFSY0m0g7gqrkHQk9F4gAi7eMw14lwO/WXFhQtchP5myW3dJWqducaScLvRZDQexCCIu/mPth+BlcZSkiVXpzFjqlscB2rTadN3il7vZG7NNI9wfilNodsgTbRcGRSHWqVidZ70yp6l1owlISPYVJhDVbu8WZ9LIqOw1ZnzSbJC1dCEsVS1tPJjuviHBH/EXbPG09mj55M9yiaaqtUqHlw4hcqGFr7apcyc07PxwNVT0Wo0vPLljn6xpybEB3HNwjH8tC2NzbtPmPy8s6FWq3j0n/MYHunFS//5mYxBPA7E19+FFZ/fTGikFy89vpbVK01n0T7f+H2Y0cOvLWP6/JHU1zSz+p3t/Ou6/7J41FPcvWAFHzy7gT2/plDzN7Y2nw2DwUheZjk/f3WQ/9z/NddNeZHlk1/kP/d/zdYfjmJjb8XS26fz4he3/G1Dhv6MpsZ2HrtzFdt+TeXaW6fyyHML0Zn3f2/lubLyk93s2XuSf9w6jSmTlammicVoFHj+nU3UNrTy3EOXYW/icSwAVXUtfLTuIAkxAUyLN81cWoPRyGs/7sXTyY6rpiozu7OPbr2B97cfItLTjVnDlbN4f3AgETcbaxbFDJe9V3NXF9+fSGduSBjDbMUnyJ7JutwTtPX0cF2kdDFrMBpZnXucsW5+hNq7StrjYE0u1Z3NXO4jLeX3QE06HYYuSbNBu43dHKtPIt5xJDq1mai1ea1ptBmaiR6kqbh9DN5PSoUIsJ1GUt1K2npqsDY79zdhjMMk0psOkNuSRpjduf8QmKnNiHeKJ7EukW7jtejU4p62zfIYzc/lB9hbk8KcYeNErQW43CeebRUn2FmVycWe4v3vHlZ2zPYKY01+KvcNn4yFVtwbv4/lkXF8cuIY35xM5b6R0m0vNjodV46IZuXxY5Q2N+FtJy6e+vckBPgSNcydjw8eZVHMcNlN8wBBbs7Miw3n60MpLJ84Ejc75eLe40O8mR4dzKfbElkwfjguCj9ZBXBztOW2RRN4ffVuth/NYdaYMMXP+D03XzmRjJxyXvt4G6GBbgT6SvsFIQedTsvzzy7irntW8cSTa3nv7eUDZkv7K+wdrHj5vWtZ8eIvfPnRbkqL6rj/icsG9c1uf2Nrb8X0+SOZPr/387q1uYOTKcVkJhWSebyQLT8k8tOqAwC4eToQOdKfyFH+RI70xz/M428ToNPe2kl2agmZxws5kVTIyZTi36rFzu52DB/lz+U3TiZylD+B4cPQKNR3diFSUljLv+//mtrqZh57YRFTZysTFGMqfvo5mW+/P8Jll8ZxxeKBC0tavT6Rg0n53H/zDCJDhvXLma9/vQujIPDwNdNNZhv/6UgmOWU1/OeGSzBXKLW2jx+TMihtaObD+cpdf3JpOYcLS3hkxmTMtfKv97sTabT19MgeyyIIAl9mJRPj4kGMq/T3x66KXMram/hX7EzJe6wrOYazuQ2T3aU9sNlWdRQPCyei7MUnJKc2ptFp7GS8s3gtkNa4HwuNNaG24h6G9KcVFy7wSihIt+SG2MZhqbEhTUJK7njnsXQau0htFD/uJNzWFx9LN8mW3LEugXhZOrJO4sxQgGtC4mns7uCXYukJt/52jkzxDmB1dgo9RnmhN9dF91ZnP0uRXw1UqVTckTCWksYmfj2hXK/lHTPHYTAKfLRL+R7D+xZMoltv4L1fDiq+dx+LZ/SGNLyxejet/TC+RKtR88z9l2Jtac4Tr/5Me4e8kT5Ssbe34qUXlgDw2OPf09SsrKVaSXQ6LQ89NZ/r75jOzs3pPHrnlzQ2SJ/re6FjY2dJ/OQwlt9/ES+v+gc/JD3LinV384/HLyMsxpf0o/m8/8z/t5v+6/r/9lp4D1xYFt6zWWt7v9btNNa1Mn3+SB5+bRmf73qUVfse57EV1zD/uomERHkPCdA/ITkxn/tu/ISO9m5e/fD6QS9AjyTm8fa7Wxk7Joi775w1YP27xzOK+e83+5mREM7lF8f2y5n7kvPYnZTLzfPH4ekq70H2H9HW2c27Px8gJmAYs+NCFd27s0fPhzuPEOfnycRQf8X2/eBAIg6WFiwbKb3nso8eg4HPU44zzsuHKDd5gU8HK4rJbaxjuYwqKMBXuUl4WNoy00va96Oms4V91Tlc5h2HmVr8Z2F1ZwPJDaeY5T4atYRAo8N1idib2RFhJ04A9xi7ONF0mCj78WhFVlD704oLf4NK6JmW3CjHxee8Tqs2Y7j9eNIa99Ft7EKnPncvd7htGA5m9hyqO8JoJ3E+dJVKxSyP0Xxa8CsVHbUMsxSXrKZWqVngM5L3cnZQ0laPj7X44b5jXX0JsXPly9xjLAqIlvzL6rqIkdy4bS1bi04xN0C67WeYrS1zQ8L4/kQ6944dj525heS9AKaHBhLq6sxHBxO5NCoctQK/jH2cHFg0OoofjqZz4+RReDkq94vO19WBKyfH8tXu4yydHEO4t/JhFxq1mkevm8GNz37DB2sP8PC10xU/4/c4O1rz1P1zue+ZNbz8/haeeWDegNwYeXs78fwzi3jwn9/w5FNrefU/ywZkVMG5oFKpuPKGSXj7OvPKUz9y7/UrefbNq/AL7P9K8vmG1kxD6AgfQkf4sOD6iQiCQHVZAyeSCsk8XkTm8UJWv7MdQRBQq1UEhA8jcpQ/w0f54+XvipObHTZ2loOy+iwIAh1tXbQ2d9BQ20pOWgmZSb2Vzj77sYWVjrAYX5bePp3ho/wJj/XFuh9skBciG39M4t3/bMTH34Vn3rgSD0+Hgb6kPyU3t4pnn99AYIAr/378sgGr+tc2tPL0m7/g7eHII7fP7pfP+46uHl79aieBXs5cfZG8Ct2f8em2o9S1tPPWrfMV/7q+PZxKdXMbryy9RLG9Myur2Z1bwH1TJmAtM0AIYGNuDhWtrTw7TXrVsY8vs5JxNLdknoz7xoKWOvZV5nNf1GTJjrcNpccxCEYWSrTi7qhKQkBglof4ftR2fTupjalMc5sqWsCebE6i29gpORU33uVWUevkMPh+m5qAPktua08VNmbn/oQmxmESx+q3kdl0mFjHKee8Tq1SM9ZpDDuqd9HS04KtmThv/Ez3eD4r2MjmikRuCLxE1FqA+T4j+fDULtYUJ/JAxMWi16tUKq4NGcWTSZs5VlvCaFdf0XsATPUOwMfWnpUZx7jEP0zWh+fNcaPYkJ3FqrRU7hwtL0VPrVJxW8IYHli/iY2ZOcwbroz99B/TxrI+6QRvbTnAq8vEf9/+jFsuHsvPiZm8vGYXn957hUlCHCIDPFg8I4Y1O1KYMSaUkWGmfxI2MsqXW66cyEer9xES4Ma1l5s+IfFsREV58+g/5/HcCxt45rn1PPXvBYNWiAJMmhGJm4c9Tz/4LffesJK7HrmEmZfEDPRlnVeoVCrcvZ1w93b6zcLb1tJr4e0Tplt/OMrPq/7XgWBuYYaNvSW29lbY2FliY2/5uz+tsD3Lf/srAXumkGxt6qC1uYOWpr5/bv/tv/3v/9dOS1MHbS0dGPT/mwrs7G7P8FF+LLppyFqrFJ0d3bz/2ia2/JRC/Phg/vXiYqxtpCVu9hfFxXU88q/vsbEx54Xnl2BlNTDX29nVw+OvbKC9o5u3nrqiX+aBAry3Zh+VdS18/K+laE30/i+qbmDVziQuiQ9nhL+Hons3tnfy392JTAj2ZXSgcr+T39l3GBtzHdfEy/+9YRQEPk46SqCjI9P8A2XtVdzSyLaiU9w6YgwWMizCX+QcxUytZlmgtN5cvdHAuuJjjHYOwNdafA+8UTCypTKREfaBootJAIn1x+gR9IyTkIqb3LAbW60T/taRotblnx5pGWAzVfSZUhm8d1l/giAyLCjYbjZJdZ9wqnkTcc7Xn/M6f+tInHQeHK3fJkqEAkx2nciWqm3srz3InGEXiVrrauHAOOfhbKw4xNV+s9BpxJXT3SzsmDVsOOuKj3Fr8FRszMRXDi/3j+atjL28n3mAz6ZIE6EatZpbo8bw70PbOFRRzARPP0n7AAx3c2eafyD/PX6Ua6NjZFdD50SE8vHBY7yxaz+zw4LQKdAP4W5vw42T4/lg5xGWjBnBmEAf2Xv2YWdlwQMLJ/PkV1v5fl8qy6bEKrb3mdy+aCIH0wp4+uNNrHrmGuxtTF8puXrBGPKLa/lo9T7cnG25aIq4D06lmDY1gubmDla8s5VnnlvP008uxMxs8N60hw334u0vbuHlf6/l1afWc/RgLrfdfxGOzsr1JP/dsLa1ZNSkMEZN6n0wZdAbKC2ooehUFc0Nbb3Cr08InhaH1WUN5GeV09LUTkfbn9vK+wRsn0DV9xj/VEieiVqtwtruf8Wtu5fD/4hcWwdLbB2sCR7uhZunw996ZIrSpCcXseLFXygtquXKGydx7S1T0WgHd0dTcXEd9z/0NQCvvLQUVxd5YTFSMRiMPPPmr2SequD5h+cT6Kvs7Mw/Yl9KPt9vT2HZrDhiQ02TAmw0Cjy9eivmZlruXyCu8nQuvL31AC2dXTw8V9w96J9xtLiUHTl53D81ATsLefdSAJtzc8iqreGN2XNkO8s+TDuCRqXmBhlW3JqOVr7LT2GhfzSultJ+H+6ozKS8o5GHI6UVFI7VZ1PWUcNyf/GFIIDdNXvwtvQi0FpcL2ljdw05LceZ4nY5atW5378IgkBO86+4WURhrzv3e1dBMNBjbBR1jWdyXorQtp5cjEI3atW5PUmzNRuGp9Uosps2Euu0HNU5lrbVKjWjnWaxpXIVVZ3FuFucuxjztvImxCaYXdV7uNhDvO1kgfckDqVmsKcmRVKq1vLABDaXp7OuJInlgeKDgSy1ZtwcNpZX0naRVl9OtJOn6D0Arggdwbuph3jj+AHGD/OVdVP0wLgJXPrtV3ySnMT94+TN+NKo1TwycxI3fL2OVcdSuGmctPju33Pz1DH8lJzF8xt2svaeaxSJPO/j0jGRbEnKYcVP+5kUFYCXs/K9LdaWOp6/bS63vPgd//5wI28+sFCxKPg/Qq1W8didF1HX0MpL72/G2dGa+GjpDyzkMP+y3l98K97ZytPP/jjoK6Ku7na88v51fPPZXr75dB9HD5ziutumMW/R6EF/g3w+oNFq8AvxwC/k3Kob+h5Dr0g9o2LZ2tT+/yuXvxOw5hY63L0dewXk/1RPrX4Tmrb2vf/N0toctYl/Fof4v9TXtrLynW3s2JiGq7sdL7+3nNjR4kNG+pszBejrr16Jn1//CL/fIwgCb326k31Hc7n/pulMGWuaZNrfU1rdyNMfbyLU15U7lygvDvv4fn8qyfnlPHP1bFztlX0AmFFayfeJaVwzIY5QD2W+f0ZB4KXte/GwteH6MfITfA1GI28ePkiIkzOXhspLWy5uaeS77HSuDI/B3Vr6A5OV2UfQC0Zui5ggab0gCHyRfwA/a2emuEtzyq0v24eTzo5JruIDQgvaCiloK+Qav6tE3zMfq98OCMQ7ibNFV3eeoLG7iEnuj4haV99xgLTq20WtOZPz8jeagJ7a9t2i1oTZzaVVX0FFh7jZlaOcpqNRaTlat1XUOoBpblOp6qriRLP4gJ84hxD8rNz5sXSvpHEMkfZejHYOYHXBQcnBQFcFj8JeZ8H7mQckrQew0Gq5O3Y8R6tK2VtWKHkf6K2GzgkO5dPkJOo72mXtBZAQ4MfkIH/e359IQ7sygTQWZloenTeVvOp6Vh9MUWTPPlQqFU8sm4FKBc99u91kYzoiAz146JppHM4o4r8/HjLJGb9HZ6blhX/Ox2eYI4+/uoHcwpp+OfdszL9sJPfePZtDh3N59PHvaWkRPy6pP9Fo1Vxzy1Q+/OZ2woZ78f5rm7lz+cecSC0e6Ev726E10+DgbIN3gCvhsb7ETw5j6qVxzLt6AlfeMYNbHp3H/S8t4d/vL+c/X93GC5/dzGNvXc3dz17O9Q/OYfEtU7n4irFMvHgEseODCR7uhbu3E9a2lkMCtJ8x6I38+M1hblr8Lnu2ZrDshomsXHPneSFAMzJKuef+r4BeAeo/QAIU4OsNR/lxcwpXXhbPokvkBc2cKx1dPfzz7Z9QqeA/d1+GuYkeJJbXN/P2T/uZEOHHZWOVdfAYjQLPb9iFk7UVd84cr9i+v57IJqOiivunJmBpJm36wZlsyM4ir6Ge+8bJn136dvJBNGo1d8eIT4Pto76rna/zkrjMdzh+NtLS7pPqC8lsKuPawARJgUKl7dUcrc9inucEzNTi33s7q3ejU+uY4Czu+24Q9Byr306IbRyOOnHZITlNv6JVWRJgKy4PpKJ1LVq19Icv5+VvNRVmVLT+IGqNn80kdGobspt+FbXOWmvPcPvxJDfsptsoLjFxjFM8dlo7tlXtELUOegXHfK9JnGotJbO5UPR6gOWBE6nqbGZrhbQB97Zm5lwXMpptZTlkN1ZL2gNgaWg03jb2vJa0T7Zwun/cBDr0ej5KUmYm5yMzJtHW3c37+8XPdf0jpkUEMiUsgPe2H6K6Wd6c1N8zzMmOey+bxOGTxWw4Ij29+K9YMGUEl02O4tOfj7DneK7JzjkTW2sLXntiEZYWOh5+YS1Vtc39cu7ZmH/ZSB57ZF7vzdx9q6isbBywazlXfPxdePGda3ji5SW0NHXwwM2f8drT62moU/Y9OMQQFzrpyUXcufxjPnxjCxEjvPno2zu44Y4ZWPRTH6Mcdu/J4sF/foOdrQVvv3nNgArQrfuy+GDVXmYkhHH7tcrZSf8MQRB44bOt5JXV8txtc/EyURquIAg89812AJ5YNlNx6/u6pAzSSyt5+JLJ2Foo08fbpdfz+q79RLq7MX9EhOz9ug0GVhw5xHBXNy4Oklfhzm2sY23uCZZHxMmqgn6ek0i7vkdyFRTgi/z9OOqsmecVK2n9hrL9aFUa5nmKv4bWnlYO1R4mwXk81lorUWtPNh+jRd/AGGdxLYA9xnbyW3YQaDsNnfrcz+w21FPTvgMPm/mizjuT81KEmmkcqOvYR5e+6pzXaNXmBNvOprB1D12GFlHnjXGaTaexnfTG/eKuU23GNLcppDamUd0pvrIz0yMea40F68vEj4kBSHAN5v+xd5bhUZ1bG75H4u4JcRLcXYM7wd0LxYpLgQIt1uKluLtDcXd3CU6AQNzdfWb294Omh8NH2+yZSQI93NfFFSCz1n6TTGb28671Pqu4sQ3bA26qLf4GlKiBkVyXNa/Ur4bqymSMq1KXZ3FRnA/WTNB4WlrRoVQZdjx9Qky65jfXJWys6Va5PLt9nhKUkKhxPni/gfBDu0YoVCoWn76ulZwf0q1+Rap5OrLk8DVikwtGYEgkEib1bUIZdztmbThLcGRCgVznY+ysTfl1ehfSM3OYNPcwqelFV4Vs3qw8ixb0ID4hjZGjd/D6TWSRrSW/SCQSvJqWZfPBkfQYUI8r557zbddVHNt/72/PG37lK19533q7aOYRvh+6jfTULH5a2J25K/rg5CremKSwEQSBvfvuMueXY5Qu5cDKIp57/Oh5CPNWnaFyOSemj25dIGZ6n2Lf+cecv/uG4Z3rUaeCW4Fd5/g9X+68DmZM+/oUszTVau6kjCyWnr1JNTdHvCtr1uL6ITsePCYiJZUpzby0MhXgoO8LQlOSmVCnnsYifNmjWxjI5XxXUX1zwpScLLa/fUgrp9KUMFPPMd4/NYYbMX70dKuFvkg/FoB0RRbno+7TyLYKFrrixfS12OvkCrk0s2sqOvZ+/HnMdKwpZSKu4yAw9Sq5QiYlzdqKiotOP4FALg7G+Z888jFfpgiVWgAqItOOiIoradYWpZCDf+pFUXFuRmWx0XPivlotuQ2RSqRcirksOtZApkdrh9rciH1KXHaS6HipREr/4vXxS4niXnyA6HgAcz0D+npW41SILwEp8WrlAOjkWQ4PM0uWPLqBUqXZzfCYmnVQCirWPNBO9XJMgzroymQsuSJuk+HvcLEy59sG1Tn99A33A0K1lhfen6Gc0as5OQoF836/XGBtuXq6chaOaoeOjozJK4+TXkizPD3dbJg3uQPB4QlMX3SM3FzN5sxqQuVKrqxc1g89fR3GT9zNrdt+RbYWMegb6DJoVLOvLbpf+Uo++FTr7cbfR1C/SZkvwtxJqVSxbPk5Nm6+SuNGZVi8sCdmpkU3ficgJJZpi47hZG/BvMkd0dUpnHP1j16HsmL/NRpW9WBA25oFdp3Y5DR+PXyNqh6OdK+vfVfyPDOi6e0ba+35l5CRydpb92ns6U4dN/XMJj8kW6Fg1f27VHMoRiNXzVrUfeNjOBH4mkHlqmNlIK769yE73z0kLTebEWXV9wzZFXgbfakO3V3Ve/5ciLpPhjKbjo7izyErBSUXY65Q1rQMTobijLTis6N4l/aE6pbNRBkSAbxJOYWZjjN2+vmfFysIAhGpBzHRrYCxrvpzcb9IESqV6GKuV5PItEOibsCt9UtipVcCP5EtuRKJhJpWLQjLfEtEpjgxZ6FrQXWLalyPvUGWUnxVp71jPVSCwMmI2//84E/QplhFrPWM2RGgvsAaVKoWejI5616ptwYAuVTK+Kr1eJMYx8nA12rnAXA1N6db2fLsffGM0ORkjXIB2BgbMaROdc69fsfD0HCN8+UxuFFNHC1M+eXYZXKV2hVSrrYWfNemLlee+XPW541Wc3+IvZUpc79rS3BkIj9vPldggvdjqld0ZeqIljx6Ecr8NWdRqQrnup/C1dWaVSv64+5uw4xZhzl0WDut4IXB1xbdr3zl7/mSW28BMjKymf7TQU6cekLvnnWYPrV9kZqpxcan8v0vh9HTk/Prj10wNdbcfTU/RCekMm3NKRxtzZk5pFWBVV4FQWDu/svkKBTM7N1c69fJMyPqVbsypRy0N/951Y27ZObkMqmpdkyadj1/SlR6GhNqa14F/e3RTUx19RhSXrwJZx7puTlsfXOfxg6elLNQb0xObFYqJ8Of0N65Cha6RqLjVYKKo+E3KWPqSilT8UL/UeJjEnISaK5GFfRBwnmkSEUbEiXnhBCd+YySZm1F/RxTc16QnutHMRP1q6CgoQiVSCSWEonkgkQiefvHx//X+yGRSEpJJJInH/xJkUgk4/743CyJRBL+wefy7YXsYNKFTEUISdnibghLmrYlLvsN8dni2kKrmDdCLtFVqxrawq4pGcpMbsffFR3rYGBNbatynIq4Q44yV3S8rkxOL7fa3I59h19KlOh4AGt9I3oWr8Kx4BeEpSeplQOgrXtpyljasPTRLRQaVkNH16yNTCrl1zvaqV4OrFUNW2MjFlxUzwjqUxSkSRFA38ZVqejuwNzfLxORUHDnJ2uUdWFUdy8uP3zLzjMPC+w6H9OqUTmG9fHi/PVXbNijXku6trC0MOK3xb2pV7ckq9deYtXqCyiVX0Z769cW3a985f/zJbfe5hEbm8LY8bt56BPIhPGtGPxtw0Jre/0UaenZfD/3MGkZ2fw6vQv2NtptU/0rcnIVTF11gqycXBaPaY+xQcHNQj10+zlXn/szyrserrbabXf+0IxoVHPtmREFxCew79EzulepgKe15s/v5KwsVt2/S31nV+o4a1ZVfRIbyYWQdwytUBMzDUbv7Qt4TGJOpkZV0H1Bd1GoVPR1V+88ad5Ylo6ODdSKvxh9GWtdayqbi6uuK1S5PEq4TGnTGpjqWIqK9Us+jQQZJUzFnSONTDuIVKKPnZG4Ft6P0bQS+gNwSRCEEsClP/79XwiC8EYQhMqCIFQGqgEZwId9tEvzPi8Iwun8XtjWsCUyiTGRqYdELdjDtDkyia7oaqiB3JiK5vV4mnSdbKU4J1UPYw/cjdy4EKWeo2lHJy+SctO4FvtEdCxAN9eaGMh02RGg/rnOwaVrI5VI2PBKfbdUqUTCxKr1CUxJ5NA79cyS8rA3NmFwleqc8HvN0yjNz+oZ6uowvlE9nkVEcfqV9louC9KkSC6TMr9/awRB4McdZzVuc/47+rSqRrOaJVlz4Cb3XwYX2HU+pm+nmnRsUYldR+5z+Kw4Z2tto6+vw8yfOtK1Sw0OH/Vh1pwjZBZSi7I2+FSL7qivLbpf+R9DqVBxdN+9L7b1Ng9//2hGjtlJZFQS83/phnebykW6ntxcJdMXHyMoLJ65k9pTwl2cO6cmLNl9lRcBUcwc3Ar3YgW3iRAYlcCvh65Rp7QrfRpp3+m3IMyIAH69fBM9uYzRXuq7zn7Iqgd3ScnOYqqX5mZTvz68gaW+AYPKVVM7R7ZSwcbXd6hr50ZVaye1cmQosjkQ8oCm9mVwMVLvOaTJWJaQjFBep76hmV0T0Y68vin3SFemiDYkUgkK3qacxdmoNoby/BuYKVWZRKWdxNawJXKpZrOHNRWhHYDtf/x9O9DxHx7fFPAXBEHju1iZ1AA7o7bEZJxFocr/zb2+zBRXYy/epZxHqRJ3A1nTqiU5qiyeJIkzm5FIJDSza0pEViS+Ka9ExYLm41pMdQzo5FyNsxHPiM5Ur33VwdCULu4VORD4lOhMccZOH9LMxZPKNg4sf3SbbKVC7TwAQ6vVwNrQkLk3r2mletmxQhlK29rw6+WbZOVqtrY8PjQpWnDyqlZyfoijtRnTujfhkX84W84XXJuoRCLhx0EtcCtmyfS1p4gsJOdaiUTCuMFNqVfdg2WbL3PjfuE49f4VMpmUEcObMnpkc+7cfceE7/eQkPBltbZ+2KKb8rVF9yv/Q7x4EsLI/htYu+TsF9l6m8f9BwGMGb8biQSWL+1LjRrFi3Q9giCwYM05fJ6H8MOIltSo5FZo1z527TlHrj5jQNsaNK5ecDNIc3IVTN1+Bn1dOXP6ttB6xTkhLaNAzIjuBYdy0c+foXVrYm0svsX0Y0KSk9jx9DFdy5anjLVm7cJ3I0O4ERHEiIq1MdJR/3fwQMATYrPSGVm2vto5joY+IiU3k/7F1cuh6ViWC9GX0JXq0sBG/PXvx5/DUtcOD2Nx4jcs/R4ZynhKiTQkis24gFJIw8G4i6i4T6GpCLUTBCES4I+P/7T11RPY+9H/jZJIJM8kEsmWT7Xz5iGRSIZKJJKHEonkYWzse6fZYiZdUQlZRKeLq2qWNG1LtiqF4HRxrZxOBiWw13fjfrz4s3G1LGtgKjflfLQ4UyTQzriWPu51EIA9QeJbgvMYVrouSkHFptfq55BIJHxfzYvw9BT2vXmmdh4AY11dxteux8OIcM4HaC5OZFIp01s0JDw5hfW372ucLw8XK3OGNa7FuedvufRS+yKqTfXStKpWinVn7vAssOAcXA31dVk0uj0KpYopK4+TlSO+PVwd5DIps8a3pZSHHbOWnuSFX0ShXPfv6NSxGnNmdSY4JJ6RY3YQFBxX1EsSxdcW3a/8L5EYn8biWUeZOGTrF9t6m8fJU0+Y9uMBHIuZs2pFfzyKF17F8a/YsOcm5677MqRXfVo3Kldo130ZEMminZepWc6F4V3Ub8PMD6tO3eZ1WAyz+rTAxkz9uYh/xbwTV0jLzmFGxyZaq8jnKpXMPnsZJzNTBtbUTuV28e0byKVSJtTW7PstCAK/+tzEztCYfmUqq50nR6lk/es7VLN2opaNeq3BCpWSXYG3qWzhQkULZ7VyaG8si7iNgpisMALTX1LDsrnoCuqb5FMYyCxxNhLX+h2RdhADuQvm+pqbf/3jiiUSyUWJRPLiE39EDYaRSCS6QHvgwAf/vRbwACoDkcCSv4oXBGGDIAjVBUGobmPzfvfFRLcCRjolRbfkOhpWw1hux5vkk6Li3hsUtSQqK4iwzLeiYot6XIujoQXNHcpxKOQBabnqjb1wNjanvWt59vg/Ij4rXa0cAPWLuVLL3omVT+6QqdBMyHQrW54SllYsuHmdHC2Y/9Rydca7XCk23nlISGKSxvny+LZhdUo52DDn2CWSM7U7dkQikTC9R1NszU2YtuMMaZni5tmKwcXegjlDW/M6OIZFOwrOmfdjDPR1WTS1E1YWRvww/wihEdoZp6MJdeuUYNmSPuTmKhk9diePHgcV9ZJE87VF9yv/ZvJabwd1WcXVc8+/2NZbeH9ecMOmq/y27CzVq7mz7Lc+2Fhr1gqnDY6ee8LOw/do16wi/buoP15DLAkpGUxZdQJrMyN+Gd4WmbTgfDbvvg5mxyUfutWvSKMKHlrPf9nXnzPP/BjeuBaedtqb67rjwRPexSUwvUUj9LXgUPwoMoJTb/0YUrUGdsaaCfHr4UE8iA5jdOU66MvFj0LJ41jwcyIyUhhRVn2DpEtRvkRkJjFAzSpoUY5leZBwHplETlXLJqLiMhQJhKTfxtO0JVJJ/p8bmbmhJGXdw8G4s1ZeQ//xt1YQhGaCIJT/xJ9jQLREInEA+ONjzN+kag08EgThz+GegiBEC4KgFARBBWwERMlqiUSCg3EXUnKekpaTf1EokUgpYdqG8IyHpOXmf9YoQGXzBuhK9bkff05UHBTtuBaAfu71SFNkczjUR614gO/K1CVbqWCrn/qVwrxqaGxmOjteaXbOTy6V8kP9BgQnJ7Hn+VONcuUxpWkDdGRSfj53VWsiS0cm45cuzUlMz+TXApgdamKgx7wBrYiIT2Hhwataz/8hXlU8GNyhNidvvuTwFc2q2WKwMDNiyY9dEQT4fu4hEpPV3wjRFiVL2rNqRX9sbEz4YdrvnL/wvKiXpBZfW3S/8m/j39J6C5CTo+CXecfYt/8u7byrMPfnrhgaFpz5Tn65+cCf3zZdok5VdyYObVZowl6hVDF97SmSUzNZOLod5iYFN44mKT2Tn3ado7i9JRM6qWc483ekZGYx5+glStpb821D9d1hPyY6NY1VN+7QyNOdJiU0b9cWBIF5N65iY2jEkKrVNc71q88NnIzN6FFS/PnJPBQqFWtf3aachT0N7dXbHBAEge0BN3ExsqKhXSm1cmhnLEtp0WNZclXZPEq8QjnT2hjLzUXFvks5h4CSkqb59oMFIDLtECDF3riTqLi/QtOto+PAgD/+PgA49jeP7cVHrbh5AvYPOgGi3WrsjdsjQeePb0z+KWnWGgC/lHx7IQGgJzOgknkDniXdIlMh7gatqMe1lDN3pLqlO7sDb5OrUq9q6GFqTWvnMux8+5DkHHEGTR9S096Zho7urH16j7QczSp3jVzdqevswor7d0jJ1rzKaGdizCivOlzzD+TyW/Xmq36Kso52fONVjcMPX3L7rfbNfaoUd2Rwy5qcuO/LuQIc2wIwuEMd6lV0Z8nuKzx7V3jtsc7FLFg4rROxCWlMnn+ErOzCaQn+O+ztzFixtC8VyjuzYNEptu+8WWgVYm3yVy26+7fdJD1Nu9X7r3yloAgJjGXBj4f/Fa23AMnJGXw/eR9Xr71m6JDGjBvTApms6Kfr+b6NZNbSE5R0t2X2hHbIC3FNaw7cwOdVKFMGNKO0m12BXUcQBGbvuUBSehbzBrTGQFf9it1f8evpG8SnZfBzl+boysXNd/w7Fl66Tq5SxY8tGmllc+DMu7c8iopkQu26GOlqtpFzPvgdz+KiGFelLroy9b/m06G+BKclMlKDKujDhCB8kyPo715PdDsraHMsi7jRKgDPk26TpUwXbUgkCAJ+Kaew1S+PhZ6biDglkWlHsDKoj75cvTE4H6Ppq8YCoLlEInkLNP/j30gkkmISieRPdSeRSAz/+Pzhj+IXSSSS5xKJ5BnQGBgvdgG6MkusDZsQlXYUlZB/oyETHQeKGVbDL/kM7wux+aemVQsUQg6Pk66KXG3RjmsBGOBRn+isFM5Hqu9OO7JsPdIUOex4q9m4jonV6pOYncnml+pXZuH9zfO0+g1JzspizYN7GuXKo3+NynhaWzL3/FWtmRQBjGhaBzdrC2Yevkh6tvadVYe2qk1Fdwd+3n+pQMe2SKUSZg9rjZ2lCT+sOkFcUuFVJcuXLMbs8d688Y9m5m8nUXwGo1KMjfVZMK87LVtUYPuOmyxcfIrcXO3Ohi0sPmzRLVvRmS2rL9HXexmbV14kIe5rZfQrnye+z0KZOXEfQ7qv4fa11190620eYWEJjBqzkzd+kcz4sSM9u9f6LL6W8KgkJs87jIWZEYumdcawEKvLF+6/YddZH7o2qYR3/YI9f3ro9nOuPPNnTLt6lHbS/tnbO++COfTwBd94VaO8k3Zu6uG9GdHJl28YUqc6LhbmGufLUSpZdOs6Ja2s6Vq2vEa5lCoVSx7dwMPMkk6e6v/8VILAGt/blDC1obmjehVMgB0BN7HQNcLbqbJa8UU1lgXgfsI5bPQccTMqKyouJuslSTnBog2JEjJvka2M0oohUR4aiVBBEOIFQWgqCEKJPz4m/PH/EYIgtPngcRmCIFgJgpD8UXw/QRAqCIJQURCE9nkmR2IpZtyFXFUicRlXRcWVMm1LmiKSiMxH4q5nUBwngxLcjz8vuuLhYeyBm6FrkY1rqWfjSXFjG7YHqF+tKW1uR7NiJdjm94C0XPWrmJVsHGjpWoKNz++TlK1+VRWgrI0tncuUY9uTx4SlqOcA/CE6MhkzWzUhTMsmRfo6cuZ0aU5kcgrLz6k/MuevkMukzOvfqlDGtpga6bNoTHvSMrKZuuYkCkXhiS6vmp6MHdSEWw/9Wbb50mdRedTRkTH5+zYMHODF+QsvmDJtP6mpX24F0dnNml+W92HVzqFUr+PJwV236d9hGcvnnSA8NKGol/eVryAIAvdvvWXi0K2M/3YLL5+G0HdIQ3aeGPfFtt7m8eJFGKPG7iQtPYsli3vRqKH2HFM1ITE5g4k/H0QQYMlPXbA019xxNb/4h8Xxy+bzVPQsxvjejQr0WnnjWGqXdimQcSzp2TnMPHwRVytzRjbT3kzQD82IhtXV3DgGYNezJ4SkJDOtfkONz96eDHzNm8Q4xleth1yDXBfC3/A2JZYRZeshVXNjxj81hhsxfvR0q4W+TL0qtzbGsjS1ayy6ChuZGUhohh81LFuI3pjySz6FXGKAu4m4c6SRaYfQkVpgbSgu7u8o+p4OLWBpUB89mR2RaQdFxbkae6ErNRY9MxTeV0Njs8MISvcVFSeRSGhu36zIxrVIJVL6F6+HX0oU9+LVbzUdUbYeSTmZ7PEXJ+A/ZkLV+qTl5rDhuebjRSbUrodUKmHRbfXMmz6moEyKqrk50qt2ZfbcfcKjoHCt5c3Dydqcqd0aF/jYFoASzjZMH9SCp37hLN+v/bOuf0eX1lXo07EmR889ZftB9R2btYlEIqFf33pMneLNixdhjBm3k6iopKJelkaUKO3A9Pld2XRwFM29K3Ph1FMGd13FL1MP8PZV0TsVf+V/D6VCxeUzz/iu9zp+GreH6Igkhk9oya4T4+g3tBFm5oZFvUSNuHL1FRMn78XURJ9Vy/tTvpx6sw+1TUZmDlPmHyEmIY0FP3TEpZhloV07NT2LySuPY6ivy/yR3uhosXX1Y/57HEtLrY9jAVhx/hbhiSn83KW5VkyD8tC2GVFSViYr79/Fy8WVBq5uGuVSqFQsfXSL0hY2tHVXf1NFEARW+97CzdiSts5l1M6zM+AW+lIduruqJ9a1NZaloY34s6T3E84jl+hSxaKRqLhcVQYBqZcobtIYXWn+XydzlAnEZlzC3rg9Uon2Nvf+FSJUIpFhb9yJ+MwbZCvybzQkl+rhadKCoLTrZCvFzb6sYF4ffakh9xPOi12uxuNaOjk14G1aGM+S/UXHA7QpVglrPWN2BIgbUfMhlawc8bIvzqbX98jSwOG2tKUN7YqXZutLH+IyNWvpdDAxYXCV6pz0e8OTKO2MKikIkyKAcS3r4WBmyozDF8jWYrtvHm1rlCmUsS0ALWuXplfLquy/8Jgzt8VtymjKsD5etGpUlk37bn02QhSgebPyLF7Qk/iENEaO3sHrNwX7MygMHJ0tGTvVmx3HxtGtX1187vgzqv9Gfhi5k8f3Az6LavRX/t1kZeVybP89BnZewcIZR1CpBL6f1ZFtR8fQqVftL7ryCe9vrvfuu8vPc49RupQDK1f0x9HxLyfXFSoZmTlM/Pkgb/yjmDWuLRVKizNR0QSVSmDmhrNExKUwf6Q3NhbaH5HyIR+OY7EtgHEsj4LC2X3nCb1qV6Kau/Y2GLRtRgSw+sE9UrKz+KF+Q41zHXr3gsCURCZWq6929RLgWpQ/LxOj+K5MXbUrs7FZqZyKeEp75ypY6KpXzT8YehUdibzQx7JkKzN5kniNCub1MJSLc+MNTL1KrpBJSZGtuNHpJxDIxcG4q6i4f+JfIUKBP3qUVUSmHREVV9KsLUohB//UC6LidKV6VLFozMvkO6QrxLV/ajyuxa465jrGHAi5IjoWQFcmp5dbbW7HvsMvJUqtHAAjytQjPjud/QFP1M4BML5qfbKUCtY81fw859BqNbAyMGTezWtauSkuKJMiIz1dZnVqRmBsImsuaV88FebYFoDR3byoWsqJedsu4hf8dybZ2kUqlTB1RCtaNijLxr03PyshWqmSCyuX9UNPX4fxE3dz67ZfUS9JK1haGzNoVDN2nRzHt6ObEewfww8jdzJ6wEauX3yJ8jM4o/uVfxcpSRns2niN/u2WsebXs1jbmjJ7SU/W7f2O5m0rIS/AqlhhoVSqWLr8HBs3X6VxozIsXtgTM9OCc30VQ54A9X0byewJ7WhQq0ShXn/LibvcfBrA+F4NqVyyYMVvQY9jyc5VMOPwBezNTBjfSr2RIH+Fts2IQpKT2PH0MV3LlqeMtY1GubKVCpY/uk0la3uau3iqnUcQBFa9vEkxQ1M6uKl/PnVv0F0UKhV93cULSIDEnFQuRD+kuX11rY1lWXfNn9v+/z1z/LZ/HOuu/XfB6WnSDXJUWdS0bCH6um9STmGm44ydfoV8xwiCQETqQUx0K2CsW1L0Nf+Of40INdR5Pzg1Mu2QKPFhrV8SK70SvFGzJVcpKHiUIF4MajKuRU+mS3vH+txL8CU4XT0R2c21JgYyXXYEqH8usaatCzVsnNnw+g7ZSvWrecXNLOniWZ5drx8TmS6uIv0xxrq6jK9dl4cR4ZwPeKdRrjwKyqSoXklXOlUrx9YbD/ENFzcqKD8U5tgWuVzG3BFtMTPSZ/KqEySnaXbGVwwymZRpoz5PIerqas2qFf1xd7dhxqzDHDpcsO3RhYmRsT7d+9dj+7GxjJ3mTUZ6NnOnHmRwt9WcPuxDTrb2K/xf+d8iJiqZdb+dpV/7ZezccJXS5Z1YsnEgv20aRO0GpQqkTbIoyMjIZvpPBzl56gm9e9Zh+tT26Opqr0VTEz4WoI3qaPcm9J+4+SSAjUfv0LpuGbo1rVyg1yrocSwAay/fJTA2kdmdmmOkp73K/d0g7ZoRASy+fQO5VMr42uoJtQ/Z9+YZ4ekpfF/NSyOBfDcmmMfx4QwrXQcdqXqbTxmKbA4E36eJfRlcjNRzzT4efpMcVS5dnBqJjv2rsSwVncwYtefxn0L0tn8co/Y8pqKT2Z+PEQSB+/HnsNd3xdlQ3O9ick4I0ZnPKGnWVtTPIDXnBem5fhQz0W4VFP5FIhTeV0MzFSEkZYu70Stp2pb4bD/is/I/axTAVt8ZN6Oy3E84j0qkw67G41qK1UNPqsPB0KuiYwFMdQzo5FyNsxHPiM5U38hnZNn6RGWmciRIs/mIY6vURSUIrHyi3viZD+lergIlLK1YcPM6OUrNzXIKyqQIYFLbBlgYGTD94HlyCsDY58OxLWcLeGyLlZkRC0a1IzYxjZ/WnS5QU6SP+ZQQ/VzaQy0tjPhtcW/q1S3J6rWXWLn6whfrnPspdPXktOlUjY2/j+THBd0wMtZj+fyTDOiwnP3bbpKclFHUS/zKF4a/XxS/zjrKNx1XcOz3+9RrXIb1e79jztJelK8sfgzC50xUVBJjx+/moU8gE8a3YvC3DT8bcZ2ekV2kAjQ0OpGZG85QwtmGqQMKdg5pYYxj8Q2PZsv1h3SsVpZ6JV21ljdXqWTOOe2aET2KjODUWz8GV62OvbH4St+HZCpyWfX0DrXsnfBydNMo12rfW9joG9GteGW1cxwNfUSqIosBxdWrRGcpczgefos6VuVxMRI/IuivxrLU9bBmVe8qjNrzmN/Ov2HUnses6l2Fuh7Wfz4mPPMdkVmB1LRqqYYh0WkkyChhKm6kS2TaQaQSfeyMxLXw5od/lQi1NWyJXGJCeMref37wB3iYNkcm0eVlkrhZowA1LVuSkBOFX6p4g54W9s3IUGZyLVa8kY6ZrjEt7WtxMfoh0VnqOVX2ca+DAGzT4GxofTt3KlkWY5XvTY2qoc4mZvQqVYl9b57hlxj3zwF/g1wqZWr9hgQnJ7HpkWZjZPKo5epMu3Kl2XD7Aa+jxbdQ/xVmBvrM7NgMv6g4VlzQvlsu/Gdsy5y9F3gXqdn39p8o7+HApL6NufsimF93XSlUIfixEF2+5cpn0xqqr6/DzJ860rVLDY4c9WHYiK28+peZ+shkUryalmXl9iEsWN0PN09btqy+RJ+2v7Fo5hFePQ/7bDYGvvL5kZOt4OLpp4wbtJkRfdZz/eJL2nWtzrYjY5g8uxNuntofkVGUqFQCR476MGjIZiKjkpj/Sze821Qu6mX9SWx8KiN+3Ifvu6giEaCJKRmM++0IEomEhaPbo6+nfVH4IdsuPSzQcSwZOblM2X8WSyNDJrfV/Hzlh6y7dZ93cQn8qCUzIoVKxcyrl7A1MmJo1Roa59vw/AExGekaV0FvRwdxJyaIIaXroCdT7+vMVuayLeAmlS1cqGjhrFaOkxG3SVGk0825kehYQRA4E3kOG71Pj2Wp62FN31ourLj8jr61XP5LgALcjjuFrlSfSubiKvUKVTZvUk7hbFQHQ7n1Pwf8GZdGVNqJ9/pKqtlmxKf4V4lQmdQAB5NuxGacI0uR/zZVfZkpJU3b8C71PBkKcTfp5c3rYKZjzY3YoyJXC57GHpQ2KcXpyLPkqMSb+/R0aYoECbuCxJsjATgaWtDBqSoHQx4QmZmkVg6JRMKkio2JzEhhm59mrYbjq9bDSEeXWXc1H7nRyM2dlh4lWHn/LsFJSRrlymN6i0aYGugz+fg5rVRY82hS1oPuNSuw9boPN94Eai1vHnKZlMWDvDHU02H8huMkpxfs2JCOjSrSr011Dl1+ytYT2q0c/xMymZTpo1vTw7saB08/YsaSE2Rnq2+cpU1kMikjhjdl3i9dSU/PZtTYHaxZd4nMTO3Piy1KJBIJVWoWZ/6qfqzbO5xW7atw++prxg3azMi+Gzh9xIesf9nX/BX1iQhLYNOKC/Rp+xuLZx4lNTmTYeNbsOvUBL77vjV2DuZFvUStExwcx9jxu1i5+gIVyjuxacO31KihHSMZbRAQEsuwqXuIiE5i8bTOhS5AM7NzGb/0CDEJqfw2riOONmb/HKQBt3yDWHH8Ji2qlKRvY+2PYwGYe/wygXEJLOjeCjMDfa3lfREZzdpb92lfvjRNSmrnDOu2J494GRvDjAaNMdLVrGU4PC2FNU/v0ta9FDXt1RN98H4u6IKnlyhmaEpfz2pq5zkU8pCYrBRGlGz6zw/+BJmKbPaHXKKqRUkqmIv/fvumvMI/PYC2Dq0/OZbltn8cu+6FMKaJJ7vuhfzXGdHEnBieJ92khmVz9GXiHMDfppwhS5lEBYvuouIi0w6hFNJxMu0nKi6//KtEKICTSR8EBMJTd4uKK2/RA0FQiq6GyiRy6lm3Iyjdl5B08e2OHRzbkZSbxI1Y8dVIG31z2jnW5XzUA8Iy1KvODSnxfkdu49trasUD1LFzo7GDJ2tf3SIxW/3WO0t9QyZW8+JWRDDngsW1Rn+KmQ0boyOV8uOVC1qpwFgaGvBLm2a8jollzQ3NTZQ+ZIp3I0raWzP1wDliUtK0mhvAztyYJYPbEZWUxg/bTqMo4ArhyK5etK5ThnWHb3HixosCvdbHSKUSRg9szOhvGnH9/lvGzT5AcmrhnVH9J2rX8mTLxsG0867CwUMPGDx0Mz6Pgop6WQWCu6cdo6a0Zc/pCYz+oS0qQWD5vJN0bbaI+T8e4vLZ56Qkfz4/m68UPIIgEBwQy4Gdt/h+6DYGdV7JoT13qFDVjQWr+7Hp4Eg6966DqdnnYcqjTRQKJTt332Lod1sJDY3nh8neLJjXHXu7ghVZYnj0IoQR0/ehVKlY80svalZ2K9TrKxRKpq0+yeugGH75ri0VSxQr0OsFxyQyZdtpShSzYXYf8TMX88OJx6846uPLsMa1qO2pvXbybIWCKSfOYWlowE8tGmslZ3hKCkvv3qKxW3Fae2q++TDv/nvPlGk1GmmU52TIS14mRjGxQiO1q6CZihw2+1+nhpU7Na3V2/Q5Gn6DpNw0Bri1Viv+WMQJLHQsqG9d7/99Lu8M6KreVZjQotSfrbl/nhGNOwlIqGvdTtQ1VYKS54n7sNEvg71B5XzHCYKS0JSdmOlVxVQv/0ZGYvjXiVADHSdsDJsRnvo7SlX+b27MdJ1wM27Aq6Sj5KjECanqls0wkBlzM/aY2OVSxqQ0nsYenIo8jUIlvp21p0szdKVydgWdEx0L4GBgTleXGhwLe0RIerxaOQAmV2pCuiKH1b6atZT2LV2ZUhbW/HzvikajXwDsjU34vm59boWGcOyN+Jmsn6JpSQ86VSzL+tv3eRquvrPwx+jryPm1Vxuy/mjZKYjzlJXcizGtexPuvA5mxQn1W7Dzg1Qq4cdvW1CrvCvztl7g1lPtOQvnlx7tqjN7QjveBEQzfNr7Xf3PBSMjPcaNacnSJb2RyWVMmrKPxUtOk5pasFXqosLQSA/vLtVZu3sYv20aSIt2lXnyIJCFPx2mR4vFTBi8hX1bbxD4Lvpry+6/kJxsBQ9uv2P14tN803EFQ3usYdOKi6SlZdF3SEN2Hh/HjEXdqVKzeIGe+ytK3ryJZPjIbWzddoP69UqyZfMQWjQv/1l9vRduvGLiz4ewtjRi/bzelHAv3BZoQRCYv/0it54FMrl/UxpWVd9FNT+kZWYzfuNxdGRSlg5ph0EBtPwGxSYy++glqrk58l2T2lrNveL6Hd7GxjO3bXOtVFcFQWDG1UsAzGnUVOPn5p3IEE4GvmFEpVo4mai/0ZKtVPDrs6uUM7ejvav6jrj7gu8Rn52mdhU0LTeT30MvU9uqLGXN3ETHv055w5tUP9o4tEJH+v+fa8/Ckv/rDGjeGdFnYclkKtJ4mHCRiub1MdfNfzstQHDadVJyw6lo0VvUzzQu8ypZilCcTfuLup4Y/nUiFMDZdAAKVRJR6cdFxVW07E2OKo03yeLi9GQG1LRqiW/KPeKyxZ3zkkgktC/mTXxOArfjxbt6Wuia0NHJi8sxjwhKV28W4SCPBuhIZGx4q97IF4CSZjZ0da/ErncPCUlLVDuPXCplVu2mhKUls/655k6ifSpUorKdA79cv0pipnYqLtObN8TG2IgpJ85p1S3Xw9aK6R2acD8glPVXCqaNtVOd8vTwqsSOSz6ceqAdYf5X6MhlLBjZ7r2pxOqTvAwo/FmZTeqWYunMbiSlZDJs6h5ev9PexoE2qFTRhU3rB9G7Zx3OnX/OwMEbuX6jYA2kihKJREK5Si6M+cGbvWcmsnzbYHoN8iI7W8HWNZcZ3msd/dotY8WCk9y76UdW1ufRSv0V8cTFpHD6sA8zJ+6ja7NF/Dh2N+eOPca1uC1jprZl54lxrNsznL5DGmFta1rUyy0wsrJyWb/xCiPH7CA5OZOfZ3fhp+kdsLRQbzZhQSAIAnuO3mf2slOUK+nAmrm9sbct/Ors+sO3OXHjJd+2r0XnxhUL9FoqlcD0HWcJjklk0aC2OFpp/+vNzlUwce8p9OQyFvVsjVymvVvuR2ERbLrzkO6Vy9PQ010rOU+/9eNKUADja9fD0VSz30mFSsWsO5dwMjZlWAXNzJJ2vn1IeEYyUyo3VXu+aFpuFtv8b1DPpgRVLNUzhToUdpU0RabaVdATEacwlZvS0Mbrk58f3tDj/50BrethzfCGHtxLOEuOKgsvm46irikIAs8S9mKq44Sr8aev+1eEpmxHT+aAtWFzUXFi+FeKUDO9ahjrliUsZYeoXfW8UvWLxAOoBHHioo5VG2QSOTdjxQlYgIpmFXA1dOVkxCmUgvizht2cG78ftxJ4VnQsgI2+CT3canEq/Bn+qerPeBxXvgEyiZQlz6+qnQOgbjFX2rqXYs3Tu4SnpWiUSyaVMrdpc1Jyspl3U/2W4w8x1ddnnncLAuITWHpNu2ZCHauWpV3l0qy9dJcHAWFazZ3H910aUs3TiTl7L+Abov3RMB9iZKDLb+M7YWlmxPilRwmOUn+DQl0qlXFi3dxe6OnKGT1zP3d8Cr8q+3fo6soZ/G1D1q4egKWlMbPmHGHWnCMkJGi/LftzQiqVULqcI/2HNWb1zqHsOT2B8T+2o0SZYlw6/YwZ4/fSrdkifhq3hxMHHhAdmVTUS/7K36BUqnj1PIxtay8zos96+rRdyvL5Jwl8G0UL70r8sqw3By5OZs7SXrTtXB1b+8+nBbWgePI0mMHDNrP/93u0aV2JrZsHU69u4c7Y/CeUShXLNl9mzc7rNK1Xit9mdMXUWHtnFvPLoctP2XLiHu0blGdoJ81HgvwT687c4dqLAL7v3JAaJdQ/q/h3LD59ndeRsczt2hJ7M+2ZumTk5DLl+DkczUz5oZl2TI5SsrOYc/0K5W1s+aay5udid79+wuvEWH6s1QR9ufoV5qTsTFb73qKBfXHq2akvtncH3SE5N5ORpdSrgibnpHE47Bpe1hXxNHESHe+fFsCLlJe0dmiJnkxPVGyuKofbcacoaVIVewNxAjoq8wmx2a+oYNEDqST/I23Scl6TlHUPJ9M+SCUFNy7qXylCJRIJzqYDSM99R2KWuJEflSx6k66IwT/1oqg4Ex0Lqlg04nHiFdJyk0TF5lVDo7NjuB8vvvpnqmNEF6dG3Ih7xtvUUNHxAN941MdApsNav0tqxQPYGZjwbalanAzx5Vm8Zs6f02u+P9+Qd55AE8pY2zC4SnUOvXrJndAQjfMB1C/uSu+qFdl27xEPQrQnFiUSCT91bIqzpRmT958mIU374y10ZDIWD2qLpbEh4zceJz4lXevX+BBrcyNWTOwMwJhfDxEZp9nGgjq4Olmxfn4fnItZ8sOCI5y4+KzQ1/BPlPC0Z83K/gz5thF37r7jm283cubss/+Z9lQrGxNadajKzMU9OHBxMvNW9aVNp2qEBsexatFp+rdfzrCea9m88iIvnoSgVHwezsf/y6SlZnHtwksWzTxCr1ZLGDdoM/u338TASJdBo5qyft93bD82llFT2lKjXgn09AvW4fRzIS09i9+WnWXC9++d+pcs7sWEca0wNip8cfd3ZGfn8uOvxzl05jG92ldn5jhvdLXgriqW83dfs3jnZepVcueHAh7FAnDxyVs2nL1Hx9rl6NmgcoFc48KLt+y9+5T+9arSqIx2Tad+vXKT4MQkFrRribGWZo0uvHWD+MwM5jVtgVyqmTRIyMpgic9N6hdzpZWrZpsua17dIjU3ix8qqSceAZJyMtgZcIsmdmUoa+b4zwGf4PfQK2Qqc+jv3kqt+OMRJzGSGdHYVvymwePEq6QrkvGy6SA69lniHvRl5pQwFVe9DU3ZgVRiQDHjbqKvKYZ/pQgFsDNqg67UmtCU7aLinIxqY6FbnGcJe0Xf/NW36YBSUHAn/rSoOICqFpVxMnDkeOQp0TNHAbo4N8REbsh2NauhFrpG9C9ej4tRvjxLVE/IAgwtXQdLPUMWPNXM4dbR2JQRlWpzMvANtyOC1c6Tx5hatXExNWP6lYtkK7TTQjupqRfOFmZMOXGO9BztuX0a6emypHdbEtOzmH7wPCqV9kWIpYkhS4e2Jzk9i4mbT5JbADNKP8TF3oLlEzuTlpHN8AW/F4kQtbIwYtWcHlSv5MrCtefZvO/WZyfw5HIZvXrWZtOGb3F3t2HxktNM/mE/kf9jVUBdXTnVannw3cRWbD08mk0HRjJ0XAvMLAw5tPsOE4dspXvLxe/Njc48I+XrLNJCQRAEQgJjObDzNpOGbaNb80XMm3aQ+7feUq22B1PnduH385NYsmEgPQbUx83D9rM681gY3Lr9loHfbuL0maf06F6LTeu/pUpl7c2E1BZJKRmMnX2Amw/eMXZQE0YOaFQk80nP333NjPVnqFSyGPNGeGu1ZfVTvI2I46ed56jo5sC07k0K5PkZnpjMjEMXKOdox/hW6s2i/CtuB4aw6+ETvqlZhZqu4ityn+JhRDh7Xzzjm0pVKW8rfu7lx/zqc4O03Gxm1tbsXGlYehI73z6ki3tFSpmrfz5547urZChyGKFmFTQhO4Vj4TdoYlsVNyMH0fHB6SE8SXpKS/vmGMjEGa6pBCW3Yo/jaOCBu5G487AJ2QGEpt+lnHkX5NL8V19zlAlEp53AwbgDOjJzUdcUy79WhEolujia9iI+8xoZufkfeyGRSKhg0ZPEnADCMsSdy7PWK0YZ05rciz9LtlLc+UOpREq7Ym2JyIzAJ1H8zFEjuQHdnRtzL8EX3+Qg0fEA/YvXw1rPmN9enVX75txYR4+x5by4FxvC5QjNHG6HVaiBk7EZs+5eQqGhUY++XIefmzQjKCmRNQ+142xrpKvLgnYtCU9KYdEl8bNe/44yxWyZ3LYB198EsuOW+OdDfijtZMvsPi14EhDBwoOaV5z/iTJudqyc1KVIhaihgS4Lf+hE2ybl2XrgDvNXn0VRwAJcHZydLFn6ax/GjWnJq9cRfDt0MwcPP/hs5p4WJhKJBGc3a7r0qcOitQM4cHESPy7oRp0Gpd+bG804Qo+WvzJh8Bb2bL7OvZt+xEQlf3YbDF8iublKAt5Gc/nMsz9NhYZ0X8OmFRdITc2iW796/LZpEPvPfc+UnzvTqEV5TEz/fa62+SExMZ2f5x7jp5mHMDMzYPWK/gwb0hj9z7D6Gx6VxPBpe/ELjOGX79vTrW3BjCX5Jz4UoMsmdC4QY6APSUrPZNyGYxjr6/Lr4IKp+uYqlUzaewaVILCkdxt05flvgfwnUrOymXbyPO5WFkxopB1xm6NUMv3yBYqZmDC+tuZt0C/iotnz+inflK1KSQtxBjofs+TZVaQSCePKq99yHJqewP6g+3R0roaniXoCe2/IRXJVSvq6tVQr/kTESQxkBjSzEy+CX6U8IC4nAi+bjqIF/fPEvcgl+pQx7yQqLjx1HypycDIpOEOiPAq/76IQcTTpSVDSOkJTdlLKaka+4zxMm/EwfiPPEvbgbFRL1DW9bDrim3IPn8RL1LX2FhVb07IGh8OOcTziJNUtqol+wnVw8uJQ2DW2BZ5mUeURomIBDOV6DC/ZhF+eH+dK9Cua2JcVnQOgh0cVtr19wKJnV2jo4Kl2a4e+XIefajVm2KWj7Hr9hG/KavZG6eXiRodSZVj38D7eJUpTwspKo3wA1Z0dGVS7Gpvv+tCspAdeHm4a58yjV+1K3PMPZenZm1R1c6Sis73WcufRslop3oTHsuXCA0o72dK1fsGaQZR1t2flpC6MXnyI4Qt+Z90P3XGwLlxTErlcxg8jWmJnY8qW/beJS0jnl0ntMTTQTluTtpBKJbRvV4XatTxYtuIca9Ze4sqVV3w/sTXubjZFvbwiw8hYH6+mZfFqWhaVSsDvVQT3b/px7+Zbtq+78sHj9HDzsMXN0xZ3TzvcPe1w87DF2OTzaon8HBAEgZioZALfxRD0LppA/xiC3sUQGhT358aHnp6cyjWK031APWrULfE/caYzPwiCwIWLL1mz9iKZWbkM+qYBPXvUQq5F8aFNXr2LZPK8I+/Pgs7sRsXS6rUnakphC1CFUsWULaeISU5ny9hu2JoZF8h1Vl64zdPQSJb0aoOzpblWc8+/eI2o1DT2D+iBvpYE9AafB7xNiGdju44azwQVBIGZdy9iqW/I2Cr/fwSJGJ4nRHI85CXflamLg6H69wir3lxALpUyvKR6I2xishI5FXGbFvY1cDIU/74bnhnBw8RHeBdrg5Fc3GxPQRC4EXsUS107ypqJc1ZOz43BP+UiZcw7oi/L/2u1SsghPHUPlvr1MdLVztzZv+NfLUJ1ZdbYGXkTlXaE4ubj0JHl74ksk+hQ3rw79+NWE5v1Ghv90vm+potRKVwNy3Ar9ji1rFohE3Gg9301tA2bArfyNPkZlc0r5TsWwECmRy+XZqz1P8qTxLdUthDfi9/RqSp7Au+w/PV5vGxLoSMV/0aqI5UxqWJjRtw6xIHAJ/TyUF88tnQtQf1irizxuUH74qWx1Bf3S/wx070acS04kOlXLrCvSw+1ndY+ZFzDulx9F8i0Uxc4NbQfpvraucmVSCTM6dKcrit2M2nvKQ6M7oOpFodc5zHSuy5vwmNZcOAKxe0tqeqpnRafv+JzEKISiYRB3etia2XC4nXnGfnTPhZP74y1RcHcmGiCra0pc3/uyuUrr1i15gLDvttKn9516d2zDjo6n+eNbmGRZ26UZ3CUnpZFkH8Mge9iCHz7XkxdPfeCU4d8/oyxsTP9U5C6e9riXsIOJ1fr/5nvZVpqFoHvogl6F0Og/x8f38WQkZ7952PsHMxw87CjllfJ998jDzuc3Kw+W2FVVERFJ7N02VkePAykXFlHvp/QGldXzao/BcltH39mLDmBhZkhS37sioujZZGso7AFKMCyYze45xfK7D4tqOAmvqUyP9z0C2LztYd0q1mBVhVLaTX3lbcBHHz6kuF1a1LJUTvrD0hMYNWDu7TxLElTd80Fx7GAVzyMDmdh/VaY6al/ryIIAgueXsJSz5BhZdSvzj5PCuNc5AuGejbCVl+9e4w9wRcQgL5uLdSKPxlxCl2pLi3txDvMBme8JjTDj3bFhiATYSoE8CLpAAIC5S26i4qLST9LjjIWZ6t5ouLURfIltixVr15dePjwYb4em5rty4PITnhaTMHFbFC+r5GjTGdvYBecDGvRtNhsUet7lfKAXUHz6e48jkoWDUTFKlQKpjybjpmOKT+VnSa6GpqjzGXAvbnY6VuytMpotfrxr0W/ZuzD3Uwr347urupZawuCQI/LOwhJS+RSmxEY6ai/w+aXGEerI1vpWaoi8+qp1w7xIQd8XzDl4jnmNmlOr/Laqfw9j4ii+7Z9tCtfmkXt1Tu4/lc8CY6g/4bfaVrWk996ty2QMywpGVn0W7KP1Mxs9kzqjb2F9pz8/grfwChGLz6EsaFekQjRPO4+DuSnX49jaqzPkp+64uakeYW8oEhKymD12otcuuyLu5sN309sTZnSBTvM/UtHEARio1P+EKfRBL6NIcg/mtCgOBR/mBvJZFKc3azfV009bHHztMPd0xZbe7Mv9kxjbq6S0KC495XNdzEE+ccQ8DaauJj/tMEbm+j/v6/ZzcMWoyJwR/2SUKkEjh1/xMbNV5FIJAwe1JAO7asWyZnK/HLs/FOWbLxICXdbFk3tjFURjYgpCgF64p4vP+06R6+GlZnSVb2K2D8Rk5JGlxW7sDI2ZN/I3lqrVAIkZmTivWEHlkaGHBrYC1255rkFQaDvkQO8iInhQr9vsDXSbAM2PTeHxgc3YWdozLH2/TTa4L8S8Y7BN/Yzs2oL+peooVYOQRAYfHcLgWmxnGg8HiO5OEdagMjMOAben09bh7qMLtlFdHx0VjRTnk2nlX0LerqIE4MAOwPnEZLhx6Qy69EVdaYzjb2BXXAxqktjh5n5jhMEgYeRXVEKGdQqdgqJJP9djBKJxEcQhOr5DviDf3UlFMBEryzmejUIS9mFk2n/fFsN68qMKGPWkeeJe0nJicBUN/83eqVMqmGj58T12KNUNPcSdRMjl8rxLtaabUE78U15RTkzcS2xujIders2Z8XbgzxMeE0NqzKi4gEa2JaimqUb6/wu09axklq/vBKJhB8qNaXbpe1s8bvH6HLi5hN9SEkLa74pW5UtL33oXaoy5a01OzjftUw5jrzyZcHN6zRz98DGSPM34wrF7Bleryarb96jeSlPmpfS3pDtyq7FGNOiHkvP3uT3+8/oUUtchTw/mBrqs3RIO/ot2cf4jcfZOq4H+roF+/LwOVREAWpXcWfVzz2ZNPcQw6ftYcGUjlQuVzCW/Zpibm7I9KntadqkLEuXn2P02J107lSdgQO8MPjM2ok/FyQSCbb2Ztjam1Gz3n+6Q3JzlYQHxxPo/4dIexeD79NQrp578edj8lp6HZwsMTLWw8hID0Nj/fd//9RHE3309ORaF64qlUBGejbpaVmkp/3nY8ZH/05PzyIlOZOQgFjCguP/bKWVy6U4u9tQsarrf7UnW9uafLEiu6gIDo7j19/O8NI3nJo1ijNubEvs7T7f1mRBENi49xY7Dt2ldhV35kxsV2RHD4pCgD4PiuLnfRepUcKZCZ3EFQXyi1KlYsr+s2Tm5LKkd1utClCAOeeukJSZxaZenbUiQAEOv/blTlgoPzduprEABVj99C7RGWmsbdJBIwGqVKlY+PQyrsYW9Cyufhfd9Zg3+CQEMa18O7XuYQF2Bp1HJpHRy7WZWvEnI88gl8hpZS++eBKTFcrr1Ic0seshSoACvEo+Rq4qgwoWvUTFpWQ/JjXnBSUtZ4oSoJrwr6+EAsSmX+B57CjK26zE1ij/JfV0RRz7A7pR2qw9de3Gi1rjw4RLHAlbzUD3GXiaVBYVm6vKZdLTqdjp2zK1zGRRse/jFQy6Px9THSNWVR2v1k3G86Qw+t1az1DPRmo7igGMvHWI61H+XG4zAhsD9V/okrOzaHxwE+5mFhxs21vjG6eAxATa7N5BCw9PVrQWd3b3r8hRKum+dR/RaWmcGtIPSyPNWoc/RKUSGL7tCA8Cw9g3ohelHArmTOC15/6M23ic1tVKM7d/q0K5Qf1cKqKRMclM/PkQkTHJ/DimNU3r5b8NvyhIT89m4+arHD/xGAd7M8aNbUWN6toZWv6/zIctvXnnI2Mik0lPyyIjPZt/esuUyaT/JU7/n2j9QMgqFar/EpDvheV/RGVaahYZ6VlkpP+z+7ZcLsXIWB9jU32cXP6o6v4hOJ1cv7bSakpOjoL9B+6xa/dtDPR1GPFdM5o3K/dZi/jcXCUL153j7FVf2jWrwMShzQvcffavKAoBGpeSTu/Fe5BLpeye1BsL44IxzVp76S6rLt7hly4t6FS9nFZzn/Z9w7gjpxnfsC7f1RfnUfJXxGdk0HzXVjwsLNnftafGx5KCUhJpfmgL7YqX5reGbTXK9XvAE6Y+OMXqul1o5azee7BCpaTb9VWoEDjYYLRax8pC0qMZ8mAhnZ0aMsxT/GiU+Ox4Jj2bShPbRvR17S06/nDoap4l3WBSmQ0YyfN/T6RU5bA/sDvmeu60cVoq6povYsaSkHWbek7XkEnF3b/+T1VCFYogBEHI94u/tWET9OWOhKZsFyVCjeTWeJq25E3KKapaD0RfhFVxZfMGXIzaw/XYo6JFqI5UhzYOrdgdspc3qX6UMikpMl5OX9eW/PpmL3fiX1DXuoKoeIAK5k60dCjPjsBbdHWtoXY//fcVG3Mx3I8lz6+yoKb6Ys9MT5/J1Rsw5eZZjgW8oqOHeqZJeRS3sGREjVosu3ebzmXK0chN85t3XZmMhe1b0nnLHmaevcSKzt5au0GRSiXM796Kzit28v3e0+wf1RtDXe2/iTes4MGItnVZffI2TtZmjGhb8EPDP5eKqIOtGevm9WLKgqPM/O0ksfFp9Ggn3iCssDAy0mPcmJY0blSGJUvPMmXqfqpVdePbQQ0pXapgzjz9L2BkrE+5Si6Uq+Ty/z6nUglkZuS8F6QfCMe/rlC+f0xUeOKfn/+UkNXRkWH4X0JVH0dnow8E7H9XXP98rNF//l+3ACqwXwGlUsX5C8/ZvuMWMbEpNG5UhlEjmmFRRO2s+SU9I5vpi4/z8Fkwg3vWY0DX2kX2/CgKAZqelcPodUdJychi+/ieBSZAHwaGsebSXbwrl6ZjNc3uSz4mNi2dWWcvU8HBjiF11WtL/RTzbl4jPSeHuU2aa8UX4+d7l9GRSZlSQ30XW4DU3Gx+e36VKlaOtHRS/0zt0bBHBKbH8Vu1XmoJUICdQefQlerQw0W9IsypyDMAtLYXfzwrJTeBJ0nXqG7ZXJQABXiXeoEMZTwNLKaListSRBCbcQFn029ECdCc3DckJs8Rda0P+SJFqEqVTFb2bQz08+e+JZHIcDLpx7vEBaRmv8REL/87VRUseuKXcgrfpCNUtRqY7zi5VIe61t6ci9pJeIY/jobiDn03tPHiRMQpjoefZFLpCaJiAZrZVWNfyEW2BZ6htlU5pGqU1keVas6lqFes87vCjIrid4IA3E0sGVCyBlve3KO3R1UqWql/fq17yQrsfv2Eefev0tzFU6NzpgDDqtXgpN9rfrpykXN9v8FQR/M3xlK21oxtUIdfr9zklO8bvMtpr5pmZWzIwh6tGbz5EHOPX2ZuV83Px36KwS1qEh6XzIaz97A1My5wx1z4fISoqYkBy2Z24+flp1i1/SqBoXFMGNwUvUK4aVKXShVd2LR+ECdOPmbXntuMGLWdBl6lGPRNA1xcPt/zrV8iUqnkT1GoLh8KWblc9lVAfqYIgsCNm2/YsvUGIaHxlCldjCmT236WMz8/Jigsnh8XHyc0MpFpI1vRpom4+YLapCgEaK5CyfebT+IXHsuyoR0o5VQwnUOJ6ZlM3ncGZ0szZnTUbCbmxwiCwIzTF8nMzWVR+1ZqTxn4mJshwRx57cvIGrUoaaW5idaV0AAuhvgztUZD7Aw1a+td7XuT2Kx0NtTvrvb3MkORzTq/y1S2cKGxnfjjaAABaRFcjX1ML5dmmOuK/5oScxK5HnuD+tb1sNITb/51O+4kKkFFfet2ouIEQcXzxL1Y6ZXA0VBcUTIsZTcATqZ9RcWlpG0iK+u2qJgP+TLnhErkpKRtFBXiYNwFmcSQ0JQdouIs9NxwMarHy8RDKFRZomJrWrVEX2bE1ZiDouIA9GR6tHZoyYuUl/inBYiOl0ll9HNrRWB6JNdjn4qOB3A2sqS7a02OhvrwLjVarRwAo8t5YaVvxJzH51Fp0P4tlUiYVbsp0RlprH56V+08eejJ5cxt2pzw1BSW31P/l+hjvq1djcqODsw+e5no1DSt5QWo7eHCsMa1OOrjy/FHvlrNnYdEImF6z6bUL+vOvN8vc+WZf4Fc52PyhGhRzhEF0NOVM2die/p3qc2pyy8YNm0PoRGJRbKW/KKrK6dL5xrs3jGcb/rX56FPIIOGbGLxktNExyQX9fK+8gF5QtbW3gxLa2P09HW+CtDPDJ9HQYwYtZ1Zc44ikUqYM6szq1b0+yIE6IUbrxgyZRdJKRks+bHL/5wAFQSB2XsucOd1MD/1ao5XuYI5oiAIAtMPnCMhPZMlvdtipKfdc7ZHnvty6W0AExrVx8NaOy7GWYpcfrpyEVczc0bW0Ly1N0epZM69SxQ3s2BQOdGdmP9FQEo82/zu0829kkbFih0Bt4jLTmN8mZZqv67uCDqLkUyfbs7qmVidjTqPUlDh7dBGdGyGIpV78WepaF4PSz1xY/lC0u+QlBNMBYteor52pSqDiLTfsTZshr48/997pTKB9PSDGBl1FrXOD/kiRahMakVm1nlyFUH5jtGRmeJg3Jno9FNkK2JFXa+iZW+yVcn4pZwWFacvM6SOVVt8U+4RnRUsKhagsW1DjGRGHI84KToWoJFtZdyMHNgReBalSqlWjqElGmEo12PF6wtqxQOY6OgxqWJjHseHczToudp5AKrZOdLFsxwbnz8gKEVzYVCjmBM9y1Vgy2MfXsaoL7Q/RCaVsrBdS7IVSn48dRFtn7v+rkltqrk5MufYZQJjE7SaOw8dmYzFg9pS1sWOH7ad4klARIFc52M+FyEqlUoY2rs+i6d1JiYulcFTdnLtrl+RrEUMhoZ69O9Xn13bh9O5U3UuXnpJ/282sGbdJZKSMop6eV/5ymfNq9cRTJy0l0lT9pGUnMGUSW3ZtH4Q9euV/Ow3CnJyFSzZeJHZy07h6WbL1l/7U71i0YnmohCgACuO3+Tkg1eMbFuXjrW1ez7zQ7bffMS1N4FMatOAMsVstZo7MiWVX85fpYaLIwNqVtFa3lX37xGcnMQvTZqhL9f857HV14eA5ERm1GqKrkz9M+eCIPDz4/PoyXT4vmIjtfPEZaWyPeAWzezLUcni/x+nyA9vUkK4Ffecrs6NMdER7+uRkpvK5Zir1LGqja2++Ar87biT5KiyaGgr3o33WeIejOX2FDcRJ56j0o6hUKXgbDpAVFxq+m4EsjA1HiIq7kO+SBEqlVkBMlLSNouKczLti0Au4an7RMXZ6VfAVr88zxP3oxIUomLrWrdFV6rP1ZjDouIADGQGtLRvzpOkpwSnh4iOl0qkDHBrRWhmDJdifP454BOY6xryracX12Pe8CA+UK0cAJ3dKlLJshiLnl0mNTf7nwP+hik1GqIjk/Lzvcsa5fkzX70GWBgYMO3yBZQqlVZyultZ8H2T+lzzD+Tg05dayZmHXCZlUc/W6MllTNx7muxccc/J/GKgp8OKYR2wMzdh7PpjBEYVjOD9mM9FiALUqVacLYv74eJoyfTFx1m59QoKhXobOoWJubkhI4Y3Zce2oTRrWo7DRx7Sd8A6tu+8SUaGZr9/X/nKv43g4Dhmzj7MyNE7CAyKZdSIZmzfMpSWLSogKyIjHzFExiQzYvpejpx9Qs/21Vk5uzs2VgU/ZuuvKCoBuvfaY7ZefEi3+hUZ3FK98XL54XloFEvP3aRZOU9619GuW70gCEw9eR6VSmC+dwutnNkEeB0Xy4ZHD+hcuiz1nDXfnIjOSGP541s0dfagsXNxjXJdiXzH9agAxpbzwlpf/Zbe9W+vkKtSMLq0+JmceWwPOoOp3IhOTuo5KZ+LOk+uKhfvYuKroFnKdO7EnaKcWW3s9MWJ6OjMF0RnPqO8Rfd8TwGB9y28oak7MNEth5le/t2IBSGX1PSt6Ot5oauj/rGzz//V9RNI0MHIsD1p6ftQqVLzHWeo446VQSPCU/eiEv7ZbfDP60kkVLToRWpuBEFp10Wt1VBuQm2r1jxPukVctvhqUjO7phjIDDgReUp0LEA96wqUMHZiZ9A5clXqiZVebnWw1zdj6atzqAT1RJpUImFm1RbEZqWz2vemWjnysDM0ZkzlulwM8ediyDuNcgGY6evzU4PGPI+JZsezJxrny6Nv9crUdnVm3oWrhCVptyXS3syEed1a8iYyll+OX9Z6tTUPSxND1ozohFwmZcSaw8Qka7e9+K/4nISova0Za37uRdc2Vdh/0ofRM/YTE5//152ixM7WjEkT27B5w7dUr+bO9h036dN/HQcPPyAnp2A2L77ylS+F6JhkFv16im+HbsbnURADB3ixa/swOneqjm4Bj6jSFrd9/Bk0aSehkYnMndyBUQMaFakTclEJ0POP/Vh06CqNK3rwQ7fGBVa5TkjLYMKeU9iYGDGnS3OtX2fvo2fcDgzhh2YNcLEw10pOlSDw4+ULmOjqMs1LM/OgPObev0KuUsWM2k00ypOtVPDz4wt4mlrTr4T6Lb2BabEcDvWhm2tNXI3U80J4kRTAg4TX9HBpgpFc/KzkdEU6F6MvU9OyOsUMxJsD3o0/Q5Yqg0a2XUXHPkvci57UhFJm4tyJEzJvkpEbgLPpAFHP5YzM0yiVkRpVQeELFaEApsZDEIQ00tLFVTWdTQeQq4onOl2cqHMxroeZjjPPEvaIvuGvZ9MOuUTOtZhDouIAjOSGNLNrwsMEHyIyxYtYiUTCN+5tiMpK4FzUfdHxAPoyHUaWaopvcjjnI1/8c8BfUMnKka7uFdnmd5/A1Hi18wB8W746pSys+en2BdJz87+h8Fd4lyhFQ1d3frtzk4hU7QgeqUTCPO/mgOT9zqaWhWLD0sUZ1rgWhx++ZM8d9c795gcna3NWfdeR5IwsRq05Qmpm4VTSPichqqMjY9y3TZk9wZt3wbEM+n4HD54GFdl6xOLqas2sGZ1Ys2oAnh52rFl7if4DN3Dm7LM/Z0l+5Sv/KyQmprNqzUX6f7OBS5d9/zxP3a9vPQwN1TedKkwUShXrd99g8rwj2NuYsmVxfxrWKvHPgQVIUQnQh2/DmL7jLJXcizF/QBtkWjLx+ZhcpZIJe04Rn5bOsj7emBmIFyp/R0hiEgsvXceruCs9qoifavBX7Hn+lEdRkUz3aoSlgeaj466FBXLM/xUjKtXCzdRCo1xb/e4TkpbIT1Waq+1kC7D89Xn0ZToM8WykVrwgCGwNPI2FjgntHeurleN89EWyVFm0KyZ+EkS2MpNbsScoZVKNYgbiKsvJOSEEp92gjHlndESOVglN3YGuzAZbo9ai4lLSNiKXu2Ogr/4IR/iCRaiebmX0dGuQkrYZQch/e5yFfh2MdEoQmrJdlJiUSmRUsOhJXPYbIjMfiVqrsdycGlYteJJ4jYQc8ecOW9o1R1eqy/EI9aqhNSxLU9bUjd1B58lWqifY2jhWoqSpPSteXyBbmatWDoBJFRujJ9NhzqPzGlXvdKQy5tdrSUR6Kosf3lA7Tx4SiYSfGzdFJQjMuHJJa5VFJ3MzpjVvyL3gMLbdF/e8yQ+jmtWhUZniLDx1lbvvxLds55cyznYsGdyOgKgExm88TlYhVdE+FqLhMUmFct2/omm90mxe1A8LM0Mm/HyQjXtvfhHtuXmULuXA4oU9+XVhTywsjFi85DSDh27m0uWXX8XoV/71JCVlsHnrdfoOWM/RYz40b1aenduG8d2wJpiZaW+uc0ETHZfC+NkH2Hn4Hu2aVWTd3F442psX6ZrO3PYtEgH6JiyWcRuP42xtxvKhHdAvoAq2IAgsOHmNB4FhzOncnPJO4kxj/olcpZLJx8+hI5Mxt20LrVVYI1NTWXT7BnWdXehUWvMRMhm5OUy/fR4PM0tGVKqt2doyUljte5PmjiWpb69+S69PfBBXo18z0MMLSz31Ric9TvTjWbI/vV2boS8TbzKVqczkQtRFqlpUwdnQSXT8/YRzZChT1ayC7kMm0aGsuTiDoPQcfxIyb+Bo0gupJP9fc3b2I7JzfDA1/haJGpM3PuSLFaEApsZDUSiDSc88ke8YiUSCs+kA0nJekZApTrx4mrbEUGbFo/itokWKl01HpBI5l6LEVW4BTHRMaGbXhLvx9wjJCBUdL5FIGFS8LXE5yRwMuyY6HkAmkTKxTCsiMpPY6q++6LPWN2Zc+QZcjwrgeLBmZyWr2TnSv0wVtvr6cDNCvPHTxziZmvF9XS8uBwWw9Yn2BGPXSuVoWtKDxZducDtQu0JRKpWwsHsr3G0sGbPrBK8iYrSa/0PqlHZldt8W+LwLY+yGY4UuRNMzc/j2l328CtKOgZS6uDhasmFBH1o3Ksf2g3cZOnUPASFxRbomsVSt6saalf2ZNaMTSCTMnX+C/gM3cPzE469tul/51xEdk8yq1Rfo1XcNe/bepmaN4mzZOJjvJ7TG1rbwR0GpiyAInLnygv7jt/HaP4rpo1ox5bsWRTpCShAEdp15yMwNZ6lS2qnQBeiwVQcx0tNh9XedMDPSbmXyQzZde8C+u08Z2KAa3lXUG/3xd8y9cI1HYRHMatUEe1PNRp3kkatUMubsSVSCwC+Nm2lF2P5y/wphqcnMr9cSPZn6gl8QBGb4nEElCEyr3EztPLkqJfNfnsBe34w+7nXUyqEUVKz3P46dngVtHNTLcTryLOnKDDoUEzdWBd6fBb0ecwRP48q4GImbj5qaG8nb5DOUNG2DoVyci3Jw8kakEn0cTXqKiktKXYFUYoaxYQ9RcZ/iixahhgZt0JGXJDllGYKIs4r2xh3QkxUjKHmNKDEpl+pR2ao/UZlPCc94KGqtpjqW1LX25mnSdSIyxRv8tHVojaHMgAOh4lt6ASqZe1LfuiL7gi8Sl52kVo5a1h60dCjPFv8bhKSr307b37M6VawcmfP4PHFZmp0xnFazER5mlky8doqk7EyNcgF8U6kKzYt7sODWdR5HascRViKRsLh9S4pbWzL28EmCE5K0kjcPY3091g/shIm+HsO2HiFUy/k/pG2NMszq3YL7fiGFLkQ3Te+Jno6c7xb8zt0XQYVy3b/CQF+XaaNaM3dSe2LiUhg8eSd7jz/4oqqJEomEBl6l2LzhW36e3RkzMwOWrThH735r2ff7va8GRl/54gkJiWfh4lP07b+eYyce06hhGbZuGsLMnzp+cTN0E5PTmbboGHNXncXT1ZZtSwbQunHRjV+B9zNvl+69xor912lWsyTLJ3QqdAGqpyNn05huOFgW3GbC4YcvWHbuFt6VSzOhpZfW8+/xecoen6cMqVNdq7PFf71zE5/ICOY1aY6buWZtswAXgt+y+/VThlWoSS0HZ41ynQh5yeWId0ys0AgXY/XXtifwDu9SY5hcrg0GalQwAc5E3iUgPYIhHu3RlYl//iblJHE26jy1LGviZiTe9Ol6zBEylKm0dBA3oxPgcfx2JBIplS37i4rLzA0lOv04jiY90JXl/7UwJ8eXzKxzmJoMQSrVfLPkixahEokUM9Ox5CrekJF1Jt9xUokurmaDSc5+TGKWuHmTpUy9MZLb4hO/SXQ1tIFtJ/RlRpyL3CkqDsBIboR3sbY8S37Oq5TXouMBhnq0Qymo2BygXlsvwMSyrdGRyljw8qTaLasyqZQFNb3JUOQw+9F5tdcCYCDXYXkjb+IyM5h2S7MWX3h/Y76oWSscjE0YdeYkiZmaC1sAYz091nZrj0QiYdjvx0jN0u4Nvr2ZCRsGdUKhVDF0yxHi0wpuHEeH2uWKRIi6FbNk0489cbQxZ/zSo5y5XTBzUsXQsHZJdiz9hlqV3Vm9/RpjZv5OeFRSUS9LFFKphHp1S7J6RX9+XdQTdzcbNmy8Qs8+a9iy7ToJCYVjRvWVr2gDQRB49TqCWXOOMHDwRq5ee0X7dlXYtWMYUya1/eLEJ8C1e2/pN24bdx8FMqJ/Q1bM7l7k7bc5uQp+Wneafecf0bNFVX4Z3hZdncIxc/pYgDrbmBfYta688mfWkYvULeHKz11aIJVq14joTlAIP5+7QiNPdyY0qqe1vBf837Hx0UP6VKhE+1KaV25jMtKYfPMsZS1tmVhNMyEel5XG7EfnqWLlyIASNdTOE5WZzLq3V2hgW4rGdup9jWm5mWwLPE0FMw8a2KjndHwk/DhKQUlXJ/HzMpNz47kdd5JK5g3UOAsaytuUs5Q264CRjrhxMMHJG5Agw8X0W1FxSanLkEiMMTEWF/dXfNEiFMDIoD1yufsf1dD8CxAH467oymwISl4j6noyqS5VrL4hNsuX0PTbomINZEY0tu3Gu7QnvEsVbyTTzK4pVrqW7A89oJZLrYOBNV2cG3Ex+iGvUtRrX7XVN2Vkyabcjn3HhSj122k9Ta0ZXc6L06GvOBemnqjOo4K1PROq1edU4BuOvNNcmJjp67OqTTviMzKYcP6M1gyFXCzMWdnFm5DEJMYfPa21cTB5eNhasWZAB2JS0vhu2xHSszU3bPorikqI2lgYs35qd6qUdGTmhrPsOP2gwJyB84uluRHzpnRg+qhWvAuO4ZuJ2zl2/mmRr0ssEomEqlXcWLywJ2tWDaByJVd27b5N916rmTr9AFevvfraqvuVz5bYuFT27rvLoCGbGTl6Bz6Pgujdqy57d41g9Mjm2NmaFfUSRZOansXPK04zfdExbK1N2by4H7071CjysTFpGdmM/e0IF+6/YUyPBozv1VDr4uyvKEwB+jg4gol7TlGmmC3L+nijq2XX4ZDEJMYePoW7lQW/dWytNUOl0ORkJl08S3lbO370aqRxPkEQmHzjLOm5uSxv5K3RTFCA2Y/Ok6HIYUFNb42+5sW+pxEEgSnl2qrdarwr+DwpuRmM8OyoVo6IzEiux96giW0jteaCXorahwoVze17i459FL8VmUSHSpZ9RMVlKSKITDuCg0lX9OR2+Y7LyfUjI/MkpsYDkUnNRa7203zxIlQikWNmMoac3BdkZl3Kd5xMqoeL6WCSsu6TlCWutbakaWtMdIrhE79ZVBswQC2rVljo2HI2codoIakr1aGzUycC04N4kCBuzXn0cmmKpa4Ja94eUXvcSnfXmpQ2dWDxy9Ok5WaplQNgSOnalDO3Y4bPWY1baYdXqEkNOyd+unOB0FTNx6FUsLXjxwaNuBYcyNqH6rkKf4pars7MaNmY6/5B/HpFs1E1n6KyazF+692W15GxjNt1gpwCNM0pKiFqbKjHsgmdaFGrFKt+v8Fve66iUhWt4JNIJLRuXJ7tv31D2RIOLF5/gUlzDxP3hVYRS5dyYM6szmzbMoSe3WsTEBjDnF+O0aX7SpYsPcOLF2FfnMj+yr+PzMwcLlx8waQp++jZezUbN1/FxFifCeNasW/3CL4d2ABz8y/HcOhDHjwNYsD47Vy88YqB3eqwYX5virtYF/WyiE1MY+j8/TzxC2fO0Nb0bV29wMahfExhCtB30fGM2H4UezMT1g7oiJGeeq2ef0VadjbDfj8GwLruHTDW044rc7ZCwcgzJxAEWNXaGz255tXpXa+fcCUsgGk1G1HSQrPn4Lmw15wOfcXocl54mqqf60aMH5eifBlSoiGOhuq184ZmxHA0/DqtHGrhaSLeTAjgQNghdKW6tFfjLGhMViiPEq9Q26o1Frq2omITswPxT71IWfPOGMrFdXeEJG8GBFzMBouKS05dgUSij6nxUFFxf8cXL0IBjA27IJc5k5S6VNSNkaNJD3SklgQlrRV1PalETlWrgcRnvxU9N1Qu1aGZfS8iswJ5niRehNS1qo2zgRMHwg6TqxLvUmso1+fb4t68Tg3mcrR65jtyqYzpFdoTl53G2reX1coB7x1uF9T0Jik7k1+eXFA7D7xv8V3a8P18pPHXTmmlytinQiW8S5Zi6d1b3A0Tbwj1V/SsWpG+1Suz+a4Ph59pZs70KRqWLs7szs25/S6E6QfPFahAKyohqqsjZ86wNvRuWY39Fx4zeeVx0gppdMzfYW9jytIZ3Rj3bRMevwyl3/htXLypWaW/KHFxtmLwtw3Zs/M7fl3Yk3p1S3Dpsi9jxu+i3zfr2b7zJhGRSUW9zK/8D6FSCTx+EszCxafo2mMV8xeeJDwikX596rFz2zBWLOuLd9vKGBl9GaNWPiYzK4ffNl5k/JyDGOjrsG5+b77tWa9IZ3/m4RsYxaCf9xIRm8yy8Z1oVVf7Bj1/RWEK0MikVIZtPYyuXMaGQZ2xNNbuRoZSpWL8kTMEJySxorO31uaBAsy9cZUXMdH82rwVLmaa532XFM8v967Q0MmdAWWqaJQrKTuTGT5nKWdux5DS6jvrZipzWPDiJMWNbehfXP0W5vXvjqEn1WWgexu14v1S3/Io8TFti7XGVMdEdPy5yJ3oSfXVcsR9FL8FHakBFS3FVVCzFTFEpP6OvXFHDOSO+Y7LVQSSnnEEE6MByGTa2wz7V4hQiUQHM5NR5OQ8Iis7/6JQJjXAxWwgCVk3Scl+JuqaHibNMdN15VH8FlQiRsQAVDT3wkHfnQtRe1CIFJJSiZSeLt2JzY7lfPRFUbF5NLOrTikTFzYFnCRTod6NewVzJ7q6VGdv4F1eJ0eqlQOgrIU9w8vU5UjQc65EvFM7D4CziRk/12nOg+gw1j3XvHopkUiY16QFbubmjDl7ktj0dI1z5jGteUPquDnz0+lLPArTjgHSh3SqVo7xrepz+ukbFp2+VqBVq6ISolKphHG9GjKxTyNuPQ1g4Ow9BEZoNn9WW+vq2qYqW5f0x9nBgllLTzJjyQmSU7VzvrgokMmkVK3qxg+TvTn0+2h+mNwWezszduy8Sd/+6xg7YRenTj8lLV39zoivfOXvCAmNZ/PW6/Tut5aJk/Zy4+YbGjcszdIlvdm1fTjfDPDC0VFz85Wi5MWbCAZO3MHhs0/o7l2NLYv7UcZT/ND7guDEjRcMnbsfiQTWT+1BrfLiDVjUpTAFaFJGFkO3HiYtK4f1AzvjZKn9Nu4lV25yzT+Qn1o0orabZgY/H3LC7zW7nj9lcJVqNPfw1DhfjlLJ2KsnMZDrsNirtcYV71+eXCApO5MFNb01mgm6+d11wjMTmVq+HTpS9Sq9D+JfcS/Bl76uLbDQFS8gVYKKXcF7sdS1oKVdc9HxQem+vE59SAPbzhjKxV0/PustgWlXKW/eDX2ZuOdnSMoWBJS4mg0TFZecshLQwdTkO1Fx/8S/QoQCGBv1QCZzICllmag4R5PeyKVmalRDZVSzGkRiTiCBqVdExkpp5dCPxNwY7sWfFRULUN6sHJXNK3E8/ARJOeJbT6USKd95diQ+J5n9oflvYf6Y0aWbY65ryLwXJ9Ru7QUYUbYeJUyt+fHhaVJzNatmdfIsSzv30vzmc5PncVEa5QIw1tVldZv2pOXkMPbsKRRaOscpl0pZ3tmbYqYmjDx4gojkFK3k/ZBvG1Snb90q7Lz1mC3X1Wvfzi9FJUQBejSvyurJXUnNyGbgnD1cefi20K79d7gUs2TN3F4M7V2f6/ff0n/cNu74BBT1sjTGwECXFs0r8OuiXuzZ9R2DBzUkKSmDJUvP0LX7Kn6ee4x79/2/KKfgr3yepKRkcuzEI0aO3sE3gzayd98d3Fyt+XFaew7uH833E9tQqaJLoZ1HLChychWs332DET/uRaFUsWJ2d8YMbFyko1fyyFUoWbD9Ij9vPk+lko7smNWXUq7iWgc1oTAFaGZOLiN3HCU0PpmV/dtT2kH8Gb9/4vCzl2y660OfapXoVU09I5xPEZCYwLRL56nmUIxJdbXj4Lvs8S1exEezoH5L7Aw1c0K9EvGOI0HPGVamDmUt1J+xGpgWyzb/m3g7VqKGlbtaORQqJWv9j1LMwJqOTup9r27G3SI4I5juTl3Rk4nruhAEgbORO/6YmtFW9LV94jejKzWmvIW4ESk5ygTCU/dhZ+SNoY5LvuMUilDSMg5gYtQHuUy7v/v/GhEqkehhZjyC7Jy7ZGXfyXecXGqMs2l/4jIvk5r9StQ13Y0bYanrgU/8ZlSCuJtuT5PKeBpX4mrMQbKU4itsvVx6kCsoOBR2WHQsQDkzd5rYVuVA6FWiMhPUymGqY8CEMq14lhTK4VAftXIA6MnkLKjpTUxWGgufqi+K4X31cm69FtgYGjH26kkyFeJblj+mlJU1Pzduxt3wUJbfE2dG9XeYG+izrnsHshUKvjtwnIwczdf6IRKJhCltG9KmUil+O3uToz7ab/39kKIUolVLO7N9Vh+KF7NiyqoTrD5wQ+vGT+ogl0np36U2Gxf0xczUgEnzDrNgzbkvuir6IXa2ZvTuVYdtm4ewZtUAWreqiI9PIFOnH6BH79WsXX8Z/4CCm137lX8fCoWSW7ffMmvOEbr1XMXyFefJzs5l+NDG7N8zkgXzutOkcVn09YteoGmD1++iGDJlNzsP33s/e/i3AVQtn/8bxIIkJjGVYfN/5/CVZ/RvU4PlEztjbmJQaNcvTAGqUKqYuPcUT0MiWdSzNTWLa69CmcfjsAh+On2J2m7OTGveUGt5M3NzGXH6BHoyOStaeaOjoXEQwP2oUNY8vUuPkhVo5VZSo1ypudn8+PA0JUytGVm2vtp5BEFg3osTGMh0mFCmldp5TkTcIjQjhuEeHdSqpGYqMzkYdhhPYw9qW9USHf8y5S6hGX40teuFjlScgI3J9CUk/RYVLHqhJxNXQQ1N2YZKyBJfBU1dDUgwMxkhKi4//GtEKICxcR+kUhvR1VAnk/7IJSYEJq8SFSeRSKlqPYiU3DDepYgfNdLCvi8ZylSuxxwRHWuvb0cLu2bciLtFYHqQ6HiAb4t7IwE2BhxXKx6grWMlqlu6s+L1BRKy1TdhqWzlyKCStdjr/5jb0UFq5wEw09NnSYM2+Ccn8Ms9cVXqv6JLmXJ0L1ue1Q/ucTVI/JzXv8LD2pKlHdvwJiaOKSfOas2JNw+pVMLcri2p4+nCjMMXuPa6YCtxRSlE7SxNWDe1O50aVWT7qQeMXXKYpM9E7JVwt2XTor706ViT01de0GvUZg6deYziX1ItlEgklC7lwNjRLTiwfzRzZnWmTJliHDn6kCHDtjB0+BYOHLpPQqL2Wtq/8u9BEAT8/KJYtfoC3Xqu4qeZh3j+PJQO7auyYe1ANq4fRPdutbCy0nwu3edCfGI681afZfCUXSQlZ7Dgh05MHdkKI8PP4yzrozdh9J+5m4DwOOaP9GZUdy/khejKW5gCVBAEZh+9yLXXgfzUoQktypfQ+jUiU1IZefAEDqbGrOisHaGYx4yrl3gbH8fSlm1wMBHfWvoxKTnZjL92ChcTc2bWbqpxvoVPLxGTlcaCmt7oydQ3Sjod8YwH8YGMKd0cSz31XguSc9LYEXSWqhYlqW1VTq0cxyNOkpybQh+XXqJblJWCgvORu7DVc6aKRSPR1/aJ34Se1IxyFuLOkeYoEwhL2YmtYWuMdD3yHadQRpKavhdjox7IRZwhzS//KhEqlRhgZvIdWdnXycrOf2VOR2aKs9lA4jIukpL9QtQ1XY28sNYrxaP4bSgFcZUsR0MPKpl7cTvuJMm54s+ytS/mjbHcmN3Be9U682erb0EPlyZcj33KsyR/0fHw/uZzWnlvMhTZLH2t2czPceUb4GpswbQHp8hQaDZepF4xV4aUr8Gu10+4FKLe1/Yxsxo1obS1DRPOnyYiVXvtsw093Znc1Itzr9+x6oa4ubX5QVcuY3nfdpR2sGHCnvc7vQVJUQpRXR05U79pxo+DWvDkTTgDZu3mdVB0oV3/79DVkfNdvwZs/bU/JdxtWbrpEgMnbufhM/XGJX2u6OjIqF+vJD/P6sKBfaMYM6o5MrmMtesu073nKqb9eIArV199PT/6FSIjk9i3//1YleEjt3Hi1BOqVHZl3i9d2b93JCOGN8XT067Q3FcLg5xcBbuP3qfX6M2cv+5L74412LNyEPVr5P/GsCARBIH9Fx4xctFBjA312PJTb5rW0KwSJpbCFKAAK87f5vDDl3zXpBY9ammvRTaPjJxcvvv9OFkKBeu6d8DcQF9ruX9/+ZxDr14yqmZtvFzdtJJz5p2LRKansqyRN0Y6mrkC344OYq//YwaWrEllK/VFTEpuJkt8z1De3InOLtXVzrM96CwZimy+U3MkS3RWNOejLlLfui7FjcW3Az9MuEh8TiQtHPoik4jbiIjKeEp4xgMqWfZBVyrOLCskeRNKIQt381Gi4lJS1wJKzExGi4rLL/8qEQpgYtQfqdSC5NRlouKcTQcgl5oTmLRcVJxEIqGa9WDSFJH4JZ8WFQvQzL43KlRcitonOtZQbkhXp868TXvHvQT1jHi6OTfBRs+cte+OoFTzXGdxE1v6F6/HibDH+MQHqZUDwECuw4Ia3oSmJ7Hk2VW18+QxqboXZSxtmHzjDHGZmldg9OU6rG7TDoVSxegzJ8lRam/8ycCaVelSsRyrbtzlzCs/reXNw0hPl7XfdMLW1Jjvth3FP6ZgDXyKUogCtG9Qng3TeqASBIbM3cfJmwXbiiwGD1cbls3sxtzJHcjKVjBu9gGmLTpGeFRSUS9N65iZGdKxQzXWrhrA1k2D6dm9Nv4BMfw89xgdOy9n1JgdbNl2nSdPg7/OIP0fICkpgytXX7Fk6Rn69FtLn/7r2LDpP2NVDu4fzYwfO1K7ludn4QarTQRB4OYDf/qP28bandepUs6ZnUsHMqJfw8+m+pmVncuM9WdYsvsq9Sq6s21Gb4o7ihv/oCmFLUB3337Mhqv36VazAiOb1dF6fpUg8MOJc7yOiWVpxzZ4Wmvv+/kqLpaZVy9T19mFMTW1s/YTAa84/O4lYyrXpaptMY1yZShymPbgFK7GFowvr1n78ao3F0nKyWB6+XbIJOpJl8C0CE5F3KadY13cjNQz/NoX8jtyiYxuTl1Ex2YrM7kc/TtuRmUpbSJOSAuCwMP4TRjILClr3kncdRWxhKXuxt6onagqqFIZR2r6TowMu6AjL5gjApIvcdZb9erVhYcP/9poJSllGUkpC3GwPYeebsV85w1O3oB/4hKq2e/FTL9qvuMEQeBE6AjSFNF0d9uLXGSP96mILdyJO82Ykkux1Rd3DkElqJj5cg5pinQWVPhF9AFpgCvRj5j3aifjS/agTTH1bLMzlTl0vrYSA5kO+71GqO1YBjDL5yy73vmwv+kAqlmrN7spjzcJsbQ7vgMvRzc2NeuslR3102/fMOrMSQZVrsaPDRppnC+PHIWC/rsP4hsVy97+3SnnkP8hwvklNCGJPmv3oyOTsfu7Htibad6683ccu/uSWXvOU7OkC8uHdkBfV/OZZWJITMlg+tpTPHwVStcmlRjfuxE6n9HNbXaOgt9P+rDj0F0UChU921enX+daGBpodybd54RSqeLFizAePgri8eMgXr+JRKUS0NOTU6G8M1WruFK1ihseHrbICrH97yvaJzMzh6fPQnn8OIhHj4P/PB9sZKRH5UouVKniSq2aHjgW+7Jdbf+JwNA4Vm69yv2nQbg5WTL6m8bUqqKeqUpBER6TxKSVx/EPi2NYp3p8412z0A2fCluAnnn2hkn7TtOkjAdL+3gjk2r/9Wbl9TusvHGXKU0b8G3talrLm5qdTYf9u8nIzeFEr37YGBppnDMiLYWWR7biYWbJQe8+yDX8fvzy+AJb/e6zt3E/atqqL2JeJIXR79YGerrVYko58UY+8P4+fcrTtbxLC2dbrWmY6oj/fr1M9mXRmyV0depMu2Li13Epej+Xo/czzGM+LkalRMWGZzzkTNh46tiMFd2K6xf/C+Gpe6jleAZDnfy7Wick/UJK2loc7a6jo/P34lUikfgIgiC6RP2vFKEqVQphkTXR16uLrfWWfOdVqjK4HdYMY90SVLHfLmpNERk+nA4bR22bsZQX+QRJV6Sw5PUI3I3K0s99mqhYgNcpb5j/ehGdHDvQ0bG96HhBEBj/eCXhmbFsqzUdI7l6rSLXol8z9uFuxpZuwUAP9d3Z0nKzaXN2I3oyOSdbDtboDAHAlhcPmX3vMvPrtaB36coa5cpj9rXLbH/6mDVt2tPKU3vnR+LS0um6dS8qQeDQoN7YGGv+xvIxryJiGLDhAA7mJuwY1h0zLbYGfYqiFqIKpYo1B2+y68xDKng6sGBkO2wsPq+zZXEJaazbfZ2zV32xsjBieN8GtGxQ9ot3/cwPaelZPH36h1B5EkxQUBwApib6VK78XpBWreKKo6PFv6ot89+IQqHk1esIfB4F8fhxML6vIlAqVejoyChfzunPDYaSJe3/JzYYUtKy2LL/NkfOPsbAQJdve9SjU8tKn12V9/azQH5adxqJBH4e1oY6FQtfIBe2AL37LoRh245QydmBDYM6o6+j/fels6/8GHP4FJ0rlmW+dwutvX4JgsDoMyc55/+W3Z27U9NRs816eF+x7X1mP09jIznT6RvcTDXbGPKJC6PHpe309azGrGrqmwgpBRX9bq0nJiuFIw3HYqKj3v3K7bjnzHyxhZGendVyxFUKSma8mE22Kpt5FX5BVyrOGC0tN4klb0ZQwqQyvV0ni4p9X+j6jnRFLN3c9ogqdGUpIrkT1hx7446Usf4l33FKZQJhUTUw1G+JjdWaf3z8VxH6EYnJi0lO/Y1idlfQ1Smd79yhydt4mzifKnbbsTAQVxU8FTqWpJwgerjvRy4V94tyLeYQ56N2M8TjF9yMyoqKBVj1bi1Pk56xoMJcrPQsRcf7pYYyymcpXZwaMsyzg+j4PMY93M3dOH8ONxhDMUNztfPciArgm2t7GV6mLpMqNlY7D7x/ce1/9gAPY8I53XEAxc3Ef38+JkeppMfBffgnJnCiZz9czc01zpmHb1QMvXbsp5StDTv7dkVPrv03x7v+IQzfepQKznZsHNSlQN6AP+RPIVrCmd+GtMdIv/ArfRfv+/Hz5nMY6usyf6Q3lUtq/5C9przwi2D5lsu8ehtF2RIOjB3UhHIlP485gYVFfHwaj58E8+hxEI8eBRMT+/78ta2NKVWr/keUWlp+XhsJ/4uoVAKBgTE8ehyMz6Mgnj0PJSsrF4kESpawp2pVN6pWcaN8OcfPYtxIYaFUqjhx8Rkb994iNT2L9s0q8m3PeliYiTvHVdCoVAJbT95jw5HbeDrZsGh0OxxtzQt9HS+Coxi19kihCVDf8Gi+2XiQYn9sxJoWwEasb1QMPbfvp6y9DTv6dEVXi+/jO54+Zta1y0yu68Xw6jW1knPD8/vMvX+VhfVb0bNU/jsIP0W2UoH3uU1kKXM502ooxjrqt5vvC7rLgpenWFClG62KqbeuHGUuQx4sQkcqY331ScjUmFF6KfoyO4J3M9pzBNUtxVe0j4dv4EH8ecaWWoG1nrg259C0O5yLmEx920mUNhdXaHodN4PItMPUdjqHgQhjocTkRSSnLqWY3VV0df65avtVhH6EUpVIWGQNDPWbY2OV/xmgSlU2d8Oboy93pKr9HlE7V1GZzzgZOpKa1t9R0bJ3vuMAclTZLH0zEjMda4Z5zBe9YxabHcfUZ9OpblmN4R5DRcXm8dub/ZyPus/aat/jbqzejW9kZhKdrq2gtrUHy6r3UStHHj/cP8nhoGccajaQCpaa3YhHp6fS4shWXE3MOdSuj0aDkvMIT0nBe+9OnExNOditl1bF4rnXbxl96CQdK5RhYbuWBVIBOvvsDd/vO02j0sVZ1qddgTsfnrjny6w95ynpaMPK4R2xNtV+lfef8A+PY/KK40TEpTCuZ0O6N6v82VXXVCqBc9d9WbfzOvFJ6bRqVJbhfRpg/T8ougRBIDw8EZ/H7ytrj58Ek5r63tDIzc2aqpVdqVLFjUqVnDE2KtiK/lfeExmZ9F8/j6SkDACcnS2pWtmNKlVcqVzJBVPTwhvl8Tnx6EUIy7dcwT84lsrlnBg7qAkl3ApvrmZ+ScvIZtbGs1x/7E+rOqWZ9k1z9Itgo+Dmy0C+33ISS2ND1o/qUuACNCQ+ib7r9qMrl7F7eE/szLT/uhr7R0cTwKGBvbDWYkfT0+gouh/Yi5eLGxvadUSqhfcv3/gYOhzfSWPn4qxvqp5hz4csfnaFda9us61hL7zsi6udJy4rlY7XllPO3Il1NQeova6dQWfZEXSOhRWHU9VSXBssQJoijSnPpuNk4MgPpSeJXkdcdgTL34ylulUzOjiKG48iCAJHQwaTo0qlm9sepJL832dm5oZyN7wVxUx6UMpqRr7jVKoUQiNrYKBfH1urzfmK+SpCP0FC8lxSUlf/0c/sme/8YSl78EuYTSW7TVgZiCvbnw2bSGzWG3oU/120e9XDhIscCVtDL9dJlDcTf8j8UNgRjkec5McyUylhkv+vN4+U3HQG3puPi5EtSyqPQqrm4e+t/jdY/vo8y6v3oaFd/qvQ/289OVm0PLMeSz1DjjQfhK6GluanA9/w3eVjjK5ch++raWeY8+XAAAafOEKv8hWZ26S5VnLmsfrGXZZfv8PkJl4MrqO+G9zfsfv2E+aduEKXGuWZ3alZgQuy6y8CmLz1FFYmhqwZ0RlX28I/C5aansWsjWe58SSA1nXLMHVAsyK5+fonMjJz2HHoLvtP+CCXv5832t27GnqF3M78OaFUqvD3j+HR4yB8HgXx4mUY2dkKpNL3I2IqVXLB3c0GF2crnJ0tMfgXn60taARBIDExnZDQeIJD4nn7NprHj4OIjEoGwMrS+L8q0zY2pkW84qIlMiaZ1TuucfWOH/Y2powc0JBGtUt+dptc8Plsxh27+5I5ey/gWcyaVcM7YlMAgvBD4lLT6btuP6lZ2ewc1oPitpp3RX1MjkJBv10HeR0Ty97+PShrr70NiKSsTNrt3QXAiV59MdfXfKMnS5FLu2M7SczO5HzngVjqa1atf54QSZeLW+nsVpEFNb01yjX18QEuRr3koNcoXI2t1coRnhHLkAeLqGdTgell+6uVY1fwHi5GX2ZO+Zm4GIqfH7s3eDF+qY+ZWGoNxjrmomKDUq9zMXI6DeymUtKsjahY37ipxKSfoo7jBfTk+fcYSUpZSlLKIhxsz6OnWyFfMV9F6CdQKuPe9zQbtMfGMv+utyohh7thrdCRWVDd4aCoF+fYrFccCxlKNavBVLEakO84eN9zvspvAkpBwdhSy5GJ2PEAyFJmMeXZdCx0zZlRdrpaIvJs5D2WvNnHxFI9aeUgfggvQK5KSc8ba8hQ5nC4wWgM5OrfCF4M92PYzQOMK9+A0eU0F47fXz/DoXcv+L1tL2rYaX6OAmDRrRus87nPby1a07G0+Fbqv0IQBMYfPc0ZXz/Wde9A4xLq7yj+HcvP32LDlfsMb1KL0c3rFsg1PuR5UBRj1h8FYMWwjlRwsy/wa36MSiWw9cQ9Nhy9TQlnGxaObo+jjVmhryM/hEclsWr7VW7cf0cxOzNGDWiEV03Pz/LmtrDJyVHg+yocn0fB/2VylIetjSkuLla4OFvi4mKNi4slLs5WWFgYff3+/YFSqSIiMomQkHhC/xCcoaHxhITGk5aW/efjPjQTqlbFDRcXq6/fQyAzK4ddR+6z99gDpFIJfTvXole76p9t+3HesQQDPR3mj/SmSintvA+KQRAENp9/wKqTt6hVyoUl33pjbFCwDsFpWdl8s/EgQbEJbBnclYou2j/mIAgCU06c4+jzV6zs4k3L0trzi1AJAkNPHOVGSBC/d+1JJXvtrH/23UtseenDjpbdaOik2VngHKWSThe2kJCdwbnWwzDVVb875V6cP8PubWNoiUaMKKnerFJBEJj6bD2vUoLZUvMHrPTEv8dHZEYw/flMGtp48Y27eBEbmuHHunc/0MS2O03te4qKFQQVh4MHohJy6eK2Q1QVND03gHvhbXE2HUAJyx/yHadSpRMWVQM93erYWe/Id1yRiFCJRNINmAWUAWoKgvBJZSiRSFoBywEZsEkQhAV//L8lsB9wA4KA7oIgJP7TdfMrQgESkmaSkrYZR/tb6Mjz7woVkXqQ1/HTqWC7BhtDcb8A58OnEpX5hB7uv6MnE+c++irlAbuC5tPecSi1rMQf5r4Vd5sNAZsZ4j6I+jb1RMerBBUTHq8iNCOGrbWmquUgBvAoIYhBdzYzyMOLMaVbqJUjj3F3jnI27BXHmn9LKXPNdhXTcrJpfXQ7AgJnOn6Dia7mb3wKlYq+hw/wPCaKoz36UsJKexbsmbm59NnxO4EJSfz+TQ9K2Ki3G/h3CILAzMMXOfTwBdPbN6Z3ncpav8bHBMckMmLNYeJTM1g8yBuvckXjFHnraQAz1p95b8gxvC11KrgVyTryw4OnwazYepnA0HiqVXBh7KDGFHexKeplfVbk5Cj+EFRxhIQkEBIaT0jIe0GVlfWfOc7Gxnq4OFv9IVD/89HBwfxfa5iTmZlDaGjCn5XNPMEZHp6AQvGf8VxWlsY4u1ji6myN8x+i3dXFCmtrk6+i8wMEQeDCjVes3Xmd2IQ0WjQow/C+DbC1KljHcXX5XAzalCoVCw9e5fcbT2ldvTRz+rQocMfyHIWC77Yd5UFgGKv7d8CrVMG832y++5CFl24wpkEdRnmpN2ngr1jvc5+Ft24ws2FjBlTK//SGv+N6WCD9zh3gm7JVmV2nmcb5Vr68wbIX11lfvxvNHNWfLZujVNDtxipUgsDBBqPQk6m3oXMt5jG/+O5gpGcnOjo1EB0vCAJL/Jbhn+bPworzMdUR97stCAKbAn4iNjuciaXWoCcTV7n2T7nIlajZNLafiYepuJ/Py9iJxGVcpo7TRXRl+b8nTU5dQ2LyzzjYnEJPL//Ps6ISoWUAFbAe+P5TIlQikcgAP6A5EAY8AHoJguArkUgWAQmCICyQSCQ/ABaCIEz5p+uKEaEKZRRhkbUxNuqKtcWv+f7aVIKCe+FtkEn0qVHsKBIRVcX47HccCR5IZcsBVLcenO84+M+TNi47ggmlVot+0qoEFb/4zicuJ56FFediIDIe3s9SGv5wCS0dajKhVA/R8XnMeHqY0+FP2e81Eg8T9cVjQnYGLc+sx9HQjIPNvtHYNvxhdDjdTu2hi2c5fm0grr3hr4hOS8N7704s9PU52rMvhjra2wWPSkmly5Y96OvocHBgLywMtX/WSqFUMW73Ca6+DmBJr7a0rFDww8njU9IZte4ofuGx/NSrOR1rlyvwa36KsJgkJq84jn94HMM712NA28IfTZBfFEoVx84/ZdO+W6RnZNOxRSUG96yHqcn/5vm7/CIIArGxqe9F6QfCNDQkgfiEtD8fp6Mjw9HR4r8FqrMVdvZmGBrooqPzebmafoggCGRnK0hNyyI8POG90AzJE5wJfxo8AUilEooVs8DVxQrnP0RmXguzsfHXs7X/xOt3USzbcpkXbyIo7WHH2EFNqFD68zM6y+PDUVVdmlRiQhGNqsrOVTBt+xkuPX1H/6bVGNfeq8Bfa1UqgUn7TnP2uR/zurWkQ1XtdSt9yNV3gQzbf5RWZUqyrFMbrW7Y3A8Po8/h32npUYKVrb21kjsxK5MWR7ZgqqvPqQ790Zdrds/yJimGDhc208qpDMvqdNQo18a3V1ntd4k1NftT10a9anK6IotB9+djpWvKymrj1Zot+iTpKUv9VtDLpQet7MUXU16nPGRn0DzaFRtCbevWomJVgoJDQQOQSuR0dt0qSoOk5fhxP6I9rmZD8bCYkP9rqjIIi6qFrk5Z7G32i1pvkbbjSiSSq/y1CK0DzBIEoeUf/54KIAjCfIlE8gZoJAhCpEQicQCuCoLwj6eGxYhQgPjEqaSm78bJ/jZyef5bT6LSjuMbN4nyNsuwNRL3BLoUMYOw9Lv0KP47+jJzUbEh6W9Y7z+VJnY9aGonXgT6pwUwx3cu3g5t6OYsfqAuwAb/4xwIvcKyKmMoZ6bermFCdjodry2nhIkdm2oP0uiF81SIL2PuHGFKpSYMLa35UOYlPjdY8eQOa5p0oK27+IPqn+JWaDD9jxykQ6kyLGnRWqtvQk/DI+mz8wBVnBzY0qszOhqej/0UmTm5DNlymBdh0awf2IlaHuLPPoglPSuHiZtPcPd1CCPb1mVwy5pFUm3JzM5l7tbznL/7hoZVPZg5pFWBt4dpQnJqJpv33eLo+acYG+rxbc96dGhRqcDNpf6NpKVlERqaQHBIHCGhCX9WCCMiEv+rtRfei1RDQ10MDfUwNND9z98N//i7gS6GRnmf++D/8z735//poaMjQxAEsrJyyczMIT0jh8yMHNIzssnIyCEjI5uMzLz/yyEzI/v9x8wc0tOz/ysmI/N9zMfrNTDQ/aMVOU9kvhecxYpZfNaC+nMlPjGd9XtucPryCyzNDRnWx4vWjcp/tptWAL6BUfyw6gQJyRlMGdCUdl7li2QdKRlZjNtwnEf+4XzfuSF9G2unmvd3CILA/BNX2X3nCRNbezGoQcF4K7yLjaf79n24Wpizp393DLS4CR2XkUG7vTsx0NHhWI8+mOhp/r4kCALDLx/jUsg7jrbrR3lrzWaSK1Qqul3aRlh6MudaD8NST/1zpWEZCXS5tpIGdqVYXFVc++qHrHl7hKPhN1hZdRylTMXPKFWoFEx/8d7MZ275Ocil4o7HqQQlKzU4XueXfIbr0fNo6vAL7iYNRcU+jxlNQuZt6jpdQkeE/khJ3UhC8gzsbY6gryeukq+uCC0MhwtHIPSDf4cBeYcN7QRBiAT4Q4gWiIWcmclI0jNPkpP7RpQItTNqS0jyJtJy3mErsiu1qtUgIjMfk5AdSDHDKqJiXYxKUc6sNjFZIQiCIPqm3MO4OHWt6hCcoV48QD/XltyIfYpvSpDaItRSz4ixpVuw5d11YrJTsdNX37iijXMZTob4ci8mmCGlamssVMZUqcv18CCuhQVoTYTWc3ZlXO26/P7yBQmZmVgZas+Ov5KjA3PbNmf2ucv4xyVQ2k77bZgGujqs6t+BARt+56jPy0IRoUb6uqwc1pFZe86z68ojOtYpV+DmFJ/CQE+Hn4e1oZy7Ayv2X+P6I3/a1CuYHXNtYGZiwIQhzejQohIrtl5h6aZLuDlZUa2C+gPB/1cxNtanTJlilCnz37b5ublKIiISCQ6JJy4u9b+E4Yd/T0xMJzwi8f2/M3L+q+3373AsZkFkVNL/E46fQiqVYGCgi5GhHgaGuhgZ6mJgoIu1tQkGH4phA12MjPT+qOZafm2h1TK7jtzj/HVfeneswYAutTEy/Hw3qvLYeOTO+48/9qSMm2ZiQxNuvAzkeXAUC79pQ8tq2nnP/ScS0zO58PIt/etVZaCX+LEa+eXKuwD05XLWdGuvVQEK4BMZTnpODlvad9KKAAWIz8rgZXw031fz0liAAoSmJxKZkcLMqi01EqAAb5IjMZDp8n3Z/2vv3kKsquI4jn9/WBpkIWGWmqUP0pWwHqTyxeimIpmRYA81WSFGRUEPWUJBT0LQQ3ekogIrhJoccMwbhb0YlVgpZkpYDSNOWllSk43+ezhbOk7nss+ZaV/s9wGZvc9ec1j65zdzlnvttdqfpXb02FF2H/6BuROuaWsACrD/zz76j/azaEpHywNQgJ+P/MiRY/3MHt/R8gAU4NCR7xg76iImj25tGvHRY/30D/Qy6cy7WhqAAvw1sJfTRs1oeQA6FE3vhEraCNRaOWRZRKxO2nxE/TuhC4CbIuLe5PwOKs+PPijpl4gYU9X254iouVympMXA8b1HLgO2N/m7WbGMBQ7k3QlLzfUqH9esfFyz8nHNysX1Kh/XrHwujIiWH4hvOjyPiKE+rdwDVN9SOQ/oTY73SxpfNR23r0E/VgArACR91s5tX8uPa1Yurlf5uGbl45qVj2tWLq5X+bhm5SMp/TOSVbJ4gOhTYKqkKZJGAguBruRaF3B8H5MOYHUG/TEzMzMzM7OcDGkQKmm+pB7gamCNpHXJ6xMkdQNExADwALAO2AmsiogdyVssB26QtJvK6rnLh9IfMzMzMzMzK7YhLUwUEZ1AZ43Xe4E5VefdQHeNdgeBdnahXdHG91i+XLNycb3KxzUrH9esfFyzcnG9ysc1K5+2ajYsW7SYmZmZmZmZpeFN5czMzMzMzCwzpRiESnpa0teSvpTUKWlMnXazJO2StEfS0oy7aVUkLZC0Q9IxSXVXOZO0V9JXkra1u7qWDV0L9XLGCkLSWZI2SNqdfK23vZUzlqNmmVHFs8n1LyVdmUc/7R8pajZT0qEkU9skPZFHP61C0muS+iTV3LrPGSueFDVzxgpE0iRJH0ramXxWfKhGm5ZzVopBKLABuCwiLge+AR4b3EDSCOAFYDZwCXC7pOLuNn/y2w7cCmxO0fbaiJjmJblz1bRezljhLAU2RcRUYFNyXo8zloOUmZkNTE3+LAZeyrSTdoIWfs59nGRqWkQ8lWknbbDXgVkNrjtjxfM6jWsGzliRDACPRMTFwFXA/cPxu6wUg9CIWJ+ssguwhcpeo4NNB/ZExLcRcQR4B5iXVR/tRBGxMyJ25d0PSydlvZyxYpkHvJEcvwHckl9XrI40mZkHvBkVW4Axyb7Zlg//nCuZiNgM/NSgiTNWMClqZgUSEfsiYmty/BuV3U4mDmrWcs5KMQgd5G5gbY3XJwI/VJ338O9/ICueANZL+lzS4rw7Yw05Y8VyTkTsg8ovCGBcnXbOWH7SZMa5Kpa09bha0heS1kq6NJuuWZucsXJyxgpI0mTgCuCTQZdaztmQtmgZTpI2AufWuLQsIlYnbZZRuSW8stZb1HjNS//+h9LULIUZEdEraRywQdLXyf+Q2TAbhno5YxlrVLMW3sYZy0+azDhXxZKmHluBCyLisKQ5wPtUpqBZMTlj5eOMFZCk0cC7wMMR8evgyzW+pWHOCjMIjYjrG12X1AHMBa6L2vvK9ACTqs7PA3qHr4c2WLOapXyP3uRrn6ROKlOh/AH5PzAM9XLGMtaoZpL2SxofEfuSKS99dd7DGctPmsw4V8XStB7VH74iolvSi5LGRsSBjPporXHGSsYZKx5Jp1IZgK6MiPdqNGk5Z6WYjitpFvAocHNE/F6n2afAVElTJI0EFgJdWfXRWifpdElnHD8GbqSyQI4VkzNWLF1AR3LcAfzrbrYzlrs0mekC7kxWFrwKOHR8mrXlomnNJJ0rScnxdCqfpQ5m3lNLyxkrGWesWJJavArsjIhn6jRrOWeFuRPaxPPAKCpTyQC2RMQSSROAVyJiTkQMSHoAWAeMAF6LiB35dfn/TdJ84DngbGCNpG0RcVN1zYBzgM6kpqcAb0XEB7l1+n8sTb2cscJZDqySdA/wPbAAwBkrjnqZkbQkuf4y0A3MAfYAvwOL8uqvpa7ZbcB9kgaAP4CFdWZoWQYkvQ3MBMZK6gGeBE4FZ6yoUtTMGSuWGcAdwFeStiWvPQ6cD+3nTK6pmZmZmZmZZaUU03HNzMzMzMzs5OBBqJmZmZmZmWXGg1AzMzMzMzPLjAehZmZmZmZmlhkPQs3MzMzMzCwzHoSamZmZmZlZZjwINTMzMzMzs8x4EGpmZmZmZmaZ+Ru0WXEpk4Z3dQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Create a contour plot\n", + "create_contour_plot()\n", + "\n", + "# Choose a starting point for the optimisation\n", + "x0 = [1.8, -0.8]\n", + "\n", + "# Show the starting point\n", + "plt.plot(x0[0], x0[1], 'x', label='Starting point')\n", + "\n", + "# Show the whole figure\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we create an optimiser and use the ask-and-tell interface to let it walk a few steps.\n", + "The step size will be set using the `sigma0` parameter:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Create a nice plot\n", + "create_contour_plot()\n", + "plt.plot(x0[0], x0[1], 'x', label='Starting point')\n", + "\n", + "# Create an optimiser\n", + "opt = pints.AdaDelta(x0)\n", + "\n", + "# Create an evaluator to evaluate the error function\n", + "# Because this method requires gradients, we must pass in the EvaluateS1 function\n", + "e = pints.SequentialEvaluator(error.evaluateS1)\n", + "\n", + "# Walk a few steps, and plot the results\n", + "x1 = x0\n", + "for i in range(500):\n", + " xs = opt.ask()\n", + " fs = e.evaluate(xs)\n", + " opt.tell(fs)\n", + " \n", + " x2 = xs[0]\n", + " plt.plot((x1[0], x2[0]), (x1[1], x2[1]), 'x-', color='blue')\n", + " x1 = x2\n", + "\n", + "# Show the whole figure\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "ZZZZZZZZZZZZZZZZZZZZzz" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example 2: Maximising a difficult LogPDF" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We now try this method on the [\"banana\" twisted gaussian LogPDF](https://pints.readthedocs.io/en/latest/toy/twisted_gaussian_logpdf.html) (wrapped in a [ProbabilityBasedError](https://pints.readthedocs.io/en/latest/error_measures.html#pints.ProbabilityBasedError))." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Define a LogPDF (a 2-dimensional twisted gaussian)\n", + "logpdf = pints.toy.TwistedGaussianLogPDF(dimension=2)\n", + "\n", + "# Wrap an error around the LogPDF\n", + "error = pints.ProbabilityBasedError(logpdf)\n", + "\n", + "# Create figure\n", + "fig = plt.figure(figsize=(16, 8))\n", + "ax = plt.subplot(1, 1, 1)\n", + "plt.xlim(-50, 50)\n", + "plt.ylim(-100, 20)\n", + "\n", + "# Evaluate the error function on a grid of points\n", + "levels = np.linspace(1, 50, 20)\n", + "x = np.linspace(-50, 50, 250)\n", + "y = np.linspace(-100, 20, 250)\n", + "X, Y = np.meshgrid(x, y)\n", + "Z = [[error([i, j]) for i in x] for j in y]\n", + "plt.contour(X, Y, Z, levels=levels)\n", + "\n", + "# Show the optimum\n", + "plt.plot(0, 10, 'x', markersize=20, label='optimum')\n", + "\n", + "# Pick a starting point\n", + "x0 = [-33, -90]\n", + "plt.plot(x0[0], x0[1], 'x', markersize=20, label='starting point')\n", + "\n", + "# Create an optimiser\n", + "opt = pints.AdaDelta(x0)\n", + "\n", + "# Create an evaluator to evaluate the error function\n", + "# Because this method requires gradients, we must pass in the EvaluateS1 function\n", + "e = pints.SequentialEvaluator(error.evaluateS1)\n", + "\n", + "# Walk a few steps, and plot the results\n", + "x1 = x0\n", + "for i in range(1000):\n", + " xs = opt.ask()\n", + " fs = e.evaluate(xs)\n", + " opt.tell(fs)\n", + " \n", + " x2 = xs[0]\n", + " plt.plot((x1[0], x2[0]), (x1[1], x2[1]), 'x-', color='blue')\n", + " x1 = x2\n", + "\n", + "# Show the whole figure\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "RRRRRRRRRRRRRRRRRRRRRRRRRRR" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example 3: A noisy time-series problem\n", + "\n", + "Finally, we apply this method to a noisy time series problem:" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Minimising error measure\n", + "Using Adam\n", + "Running in sequential mode.\n", + "Iter. Eval. Best Current Time m:s\n", + "0 1 1.91e+07 1.91e+07 0:00.0\n", + "1 2 1.82e+07 1.82e+07 0:00.0\n", + "2 3 1.74e+07 1.74e+07 0:00.0\n", + "3 4 1.65e+07 1.65e+07 0:00.0\n", + "468 468 105879.9 129597.1 0:00.1\n", + "Halting: No significant change for 200 iterations.\n", + "Score at true solution: \n", + "106226.96290913576\n", + "Found solution: True parameters:\n", + " 1.49908638869521507e-02 1.49999999999999994e-02\n", + " 4.99301987934475619e+02 5.00000000000000000e+02\n" + ] + } + ], + "source": [ + "#transformation = pints.ScalingTransformation([1 / 50, 500])\n", + "transformation = pints.ScalingTransformation([50, 1 / 500])\n", + "\n", + "# Load a forward model\n", + "model = pints.toy.LogisticModel()\n", + "\n", + "# Create some toy data\n", + "real_parameters = [0.015, 500]\n", + "times = np.linspace(0, 1000, 1000)\n", + "values = model.simulate(real_parameters, times)\n", + "\n", + "# Add noise\n", + "values += np.random.normal(0, 10, values.shape)\n", + "\n", + "# Create an object with links to the model and time series\n", + "problem = pints.SingleOutputProblem(model, times, values)\n", + "\n", + "# Select a score function\n", + "score = pints.SumOfSquaresError(problem)\n", + "\n", + "# Perform an optimization\n", + "x0 = [0.01, 450]\n", + "opt = pints.OptimisationController(\n", + " score,\n", + " x0,\n", + " transformation=transformation,\n", + " method=pints.AdaDelta\n", + ")\n", + "opt.set_max_iterations(1e7)\n", + "opt.set_log_interval(1e4)\n", + "found_parameters, found_value = opt.run()\n", + "\n", + "# Show score of true solution\n", + "print('Score at true solution: ')\n", + "print(score(real_parameters))\n", + "\n", + "# Compare parameters with original\n", + "print('Found solution: True parameters:' )\n", + "for k, x in enumerate(found_parameters):\n", + " print(pints.strfloat(x) + ' ' + pints.strfloat(real_parameters[k]))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "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": "3.9.13" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/pints/__init__.py b/pints/__init__.py index 65bbe9268..7545296f6 100644 --- a/pints/__init__.py +++ b/pints/__init__.py @@ -173,6 +173,7 @@ def version(formatted=False): Optimiser, PopulationBasedOptimiser, ) +from ._optimisers._adadelta import AdaDelta from ._optimisers._adam import Adam from ._optimisers._cmaes import CMAES from ._optimisers._cmaes_bare import BareCMAES diff --git a/pints/_optimisers/_adadelta.py b/pints/_optimisers/_adadelta.py new file mode 100644 index 000000000..19821843e --- /dev/null +++ b/pints/_optimisers/_adadelta.py @@ -0,0 +1,153 @@ +# +# AdaDelta optimiser. +# +# This file is part of PINTS (https://github.com/pints-team/pints/) which is +# released under the BSD 3-clause license. See accompanying LICENSE.md for +# copyright notice and full license details. +# +import pints + +import numpy as np + + +class AdaDelta(pints.Optimiser): + """ + AdaDelta variant of AdaGrad by [1]_, as given in [1,3]_. + + Pseudo code is given below. Here, ``p_j[i]`` denotes the j-th parameter at + iteration i, while ``g_j[i]`` is the gradient with respect to parameter j. + + + v_j[i] = rho * v_j[i - 1] + (1 - rho) * g_j[i]**2 + d = sqrt((w_j[i - 1] + eps) / (v_j[i] + eps)) * g_j[i] + w_j[i] = rho * w_j[i - 1] + (1 - rho) * d**2 + p_j[i] = p_j[i - 1] - d + + Here ``v_j[0] = 0`` and ``w_j[0] = 0, ``rho`` is a constant decay rate, + and ``eps`` is a small number used to avoid numerical errors. + + In this implementation, ``eps = 1e-6`` and ``rho = 0.95``. Note that there + is no learning rate hyperparameter in this algorithm. + + Note: Boundaries and the value of ``sigma0`` are ignored. + + References + ---------- + .. [1] ADADELTA: An adaptive Learning Rate Method. + Zeiler, 2012. arXiv. + https://arxiv.org/abs/1212.5701 + + .. [3] An overview of gradient descent optimization algorithms. + Ruder, 2016. arXiv + https://arxiv.org/abs/1609.04747 + + """ + + def __init__(self, x0, sigma0=0.1, boundaries=None): + super().__init__(x0, sigma0, boundaries) + + # Set optimiser state + self._running = False + self._ready_for_tell = False + + # Best solution found + self._x_best = self._x0 + self._f_best = np.inf + + # Current point, score, and gradient + self._current = self._x0 + self._current_f = np.inf + self._current_df = None + + # Proposed next point (read-only, so can be passed to user) + self._proposed = self._x0 + self._proposed.setflags(write=False) + + # Online sum of gradient**2 and d**2 + self._v = np.zeros(self._x0.shape) + self._w = np.zeros(self._x0.shape) + + # Decay parameter + self._rho = 0.95 + + # Small number added to avoid divide-by-zero + self._eps = 1e-6 + + # Step size + self._alpha = np.min(self._sigma0) + + def ask(self): + """ See :meth:`Optimiser.ask()`. """ + + # Running, and ready for tell now + self._ready_for_tell = True + self._running = True + + # Return proposed points (just the one) + return [self._proposed] + + def f_best(self): + """ See :meth:`Optimiser.f_best()`. """ + return self._f_best + + def f_guessed(self): + """ See :meth:`Optimiser.f_guessed()`. """ + return self._current_f + + def name(self): + """ See :meth:`Optimiser.name()`. """ + return 'Adam' + + def needs_sensitivities(self): + """ See :meth:`Optimiser.needs_sensitivities()`. """ + return True + + def n_hyper_parameters(self): + """ See :meth:`pints.TunableMethod.n_hyper_parameters()`. """ + return 0 + + def running(self): + """ See :meth:`Optimiser.running()`. """ + return self._running + + def tell(self, reply): + """ See :meth:`Optimiser.tell()`. """ + + # Check ask-tell pattern + if not self._ready_for_tell: + raise Exception('ask() not called before tell()') + self._ready_for_tell = False + + # Unpack reply + fx, dfx = reply[0] + + # Update current point + self._current = self._proposed + self._current_f = fx + self._current_df = dfx + + # Accumulate gradients + self._v = self._rho * self._v + (1 - self._rho) * dfx**2 + + # Calculate update + d = np.sqrt((self._w + self._eps) / (self._v + self._eps)) * dfx + + # Accumulate updates + self._w = self._rho * self._w + (1 - self._rho) * d**2 + + # Take step + self._proposed = self._current - d + + # Update x_best and f_best + if self._f_best > fx: + self._f_best = fx + self._x_best = self._current + + def x_best(self): + """ See :meth:`Optimiser.x_best()`. """ + return self._x_best + + def x_guessed(self): + """ See :meth:`Optimiser.x_guessed()`. """ + return self._current +