{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# %load red_Cell.py\n", "from openpiv import tools, pyprocess, scaling, filters, \\\n", " validation\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "import imageio\n", "from pylab import *\n", "%matplotlib inline\n", "\n", "from skimage import img_as_uint" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "frame_a = tools.imread('../test3/Y4-S3_Camera000398.tif') \n", "frame_b = tools.imread('../test3/Y4-S3_Camera000399.tif')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.imshow(np.c_[frame_a[40:,:-40],frame_b[40:,:-40]],cmap=plt.cm.gray)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "frame_a = frame_a[40:, :-40].astype(np.int32) # change of type for the Cython WiDIM\n", "frame_b = frame_b[40:, :-40].astype(np.int32)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Use Python version, pyprocess:\n", "\n", "u, v, sig2noise = pyprocess.extended_search_area_piv( frame_a, frame_b, \n", " window_size=32, \n", " overlap=16,\n", " search_area_size=32,\n", " dt=.1, \n", " sig2noise_method='peak2peak',\n", " normalized_correlation=True,\n", " correlation_method = 'circular')\n", "x, y = pyprocess.get_coordinates(image_size=frame_a.shape, \n", " search_area_size=32, \n", " overlap=16)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.quiver(x,y,u,-v,sig2noise)\n", "plt.gca().invert_yaxis()\n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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/M/AzwHu7fw+PbKY7tPXI/5ssHAD8EPhf4HcWfag5cT3yb2o98r8MeHWSIyy8/y9v6f2vqgNJPgXcDjwEfLCqVp3yOS5eSi9JjWrlFIokaQkLXJIaZYFLUqMscElqlAUuSY2ywCWpURa4JDXq/wGZXNtMUG/zCQAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.hist(sig2noise.flatten());\n", "p = percentile(sig2noise,5) # bottom 5%\n", "plt.plot([p,p],[0,35],lw=2)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "mask = validation.sig2noise_val( sig2noise, threshold = p )\n", "u, v = filters.replace_outliers( u, v, mask, method='localmean', max_iter=1, kernel_size=2)\n", "x, y, u, v = scaling.uniform(x, y, u, v, scaling_factor = 1. )\n", "x, y, u, v = tools.transform_coordinates(x, y, u, v)\n", "tools.save('Y4-S3_Camera000398_a.txt' , x, y, u, v, mask)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# \"natural\" view without image\n", "fig,ax = plt.subplots(2,1,figsize=(6,12))\n", "# ax[0].invert_yaxis()\n", "ax[0].quiver(x,y,u,v)\n", "ax[0].set_title(' Sort of natural view ')\n", "\n", "ax[1].quiver(x,y,u,v)\n", "ax[1].set_title('Quiver with 0,0 origin needs `negative` v for visualization purposes');\n", "# plt.quiver(x,y,u,v)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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wiGg0ing8jjVr1qCxsRGBQAANDQ2Ix+OoqKhAXV1dlmMVDodRUVGBUCjk0nP16tVIJpN56Ugp4sWLF2el/FpaWrBq1Sr4/X40Nzdj4cKF+Mc//oH169e7ZWpqalBZWYmamhp88cUXSCaTKC0txbHHHoshQ4agsrISPp8PTU1NWLRoEe677z6kUimEw2EMGDAA7e3taGlpwfLlyzFx4kRs2rQJ48aNQygUyhpfF/zvwPduVgOBALbffvus7bDFxcXo3r07SkpK/uM1jvLycgwdOjQnUurduzdKS0vR3t4OIBPJdO/eHYMGDcK0adNgjMmKcoCMYdm8eTM+/fRTfPrpp0ilUujWrRsGDRqEnj174uSTT8bJJ59srbtp0yYsXrwYixcvhjEGvXr1Qr9+/QAAZWVlGDp0KJ555hnXK00kErj00ktx7733qmsmgUAA3bt3x/XXX+/WSSaT+Pzzz7H//vtb11mqqqowefJkTJ482Q2xE4kEDjnkECxYsOAbG6VUKoVIJIIf/OAH7jb/E088EaeccgqGDx+Ojz76CDfffDPuv/9+3HPPPQiFQpgxYwb23XffgjzliooK7LTTTnj++eddvJPJJM455xz885//dOeSAzkOM2fORElJCV555RXU19djwYIFeOGFF3DQQQdh+fLluPPOO9HU1ISSkhL069cP22+/PYqLi9HQ0JDV1uDBg7O2SYdCIXcr+MaNG63reEVFRdhuu+2y+LykpATdunVDWVmZJ5+HQiEMHTo0y3jzbeTauL1gwIAB6Nu3L2bMmIHDDz8c8+fPR3NzM2bNmoWZM2di6tSpSKVSOWuZfr8fxx57LI4++miMHTsWp556KubPn49ly5ZhypQpuPLKK3H66acjHA7j8ccfx9VXX42GhgZMnToV++yzDy666CJ3LfCwww7DG2+8gS+++AIjR47E1KlT0aNHj60aRxd8P6DTGyVKx/GNC/kUUjKZRH19fUHpmfb2dmzatMlz0ddxnKw+29vbUV9frxoTAlLct99+O9544w1Eo1EEAgHssssumDFjBvx+v7VuOp1GNBrFTTfdhDlz5iAWi6GoqAi77747Dj744KzyhJsxBj6fryBlzcfj8/kKqsdxTafT30r6pL29HStXrsT69esRi8VQVlaG3XffHbW1tQgEAthhhx3wy1/+EqeccgoAoG/fvqitrd2qvjnefL7yQb9+/XDYYYehuLgYN9xwA77++mvceeedeOWVV7B27Vo0NjZiypQpGD9+PA455BBUVVW5vNrW1oZkMulGuF59plIprFu3DmvWrEFlZWVePufXiM83bNiA4uLirdq4EIvFUF9fX1CkRP3yD9DBOxTxcSgpKUH37t1xwgknYLvttkMwGMQvfvELPPDAA7jrrrvQ1taGDz/8EK+++ipGjRqFZcuWoaGhAT6fD4MHD8buu+8On8+Huro67L777njxxReRTqcRDAax3XbbobKysiC8u+D7B53eKNFOsUQiYc1Ta3UaGxsLErhYLOYqkUIhHo+jqanJio8xmQdSN2/ejCeffBJLlixBOp1G//79MXz4cAwePNi6RmFM5mHadevWYfbs2Vi/fj2MMejfvz9Gjx6N/v37/8/k0xOJhJv+o1RYOBxGNBpFe3s7KioqUFFRgeHDh3/nuPn9flRWVmL33XdHVVUVvv76ayxevBjLli1z1wF79uyJHXbYwY2saY0okUhkpV29wBiDhoYGNDU1uXUL5XPa/dnY2IhUKoVkMllw3VQqlXfH5X8CJSUl6N+/P4YNG4aysjL4/X6MHDkSu+yyC8rKytDc3Iwvv/wSb7zxBvr06YO2tjbE43H4fD4UFRXB7/ejra0N4XAYtbW1mDx58jbBsws6H3wvtoR/3yCZTGLOnDnYc889sXDhQkQiEZSWluKuu+7CrFmzUFZWZjUsyWQS9957L6ZMmYIVK1YgHo+jR48e+Pvf/4699947a+H7+w6VlZUYMWIEevXqhXA4jE2bNuGoo47CkUceiQsvvHCrHIVvG/72t7/hnHPOwR577IGFCxdir732wuOPP46PPvoI//znPzF+/Hg88cQTOOusszBs2DCsXLnSc5v5/zUYMGAAJk6ciHA47KbCfT4fampqMGTIEPh8PixZsgTvvPMO+vfvj4EDB6Kurg6pVAp//vOfMX36dJxyyin46KOP/ssj6YLvGjp9pBQKhdzF7UK9uqKiIvTs2TNr95ENSkpKUF1djWAwWPBurHA4jO7du+cYlng8jkgkggceeACvv/461q9fD5/Ph2nTpuHwww/HjjvuaE07xGIxtLa24p577sFLL72EjRs3IhAI4JhjjsG0adMwfPhw9ViZ7zNQZHTrrbfihRdewGuvvYYFCxZg+fLliMfj+N3vfge/3w+/34+amhrsv//+OTsjv22gyPyDDz7A+++/j3g8jgkTJmD8+PHuOs2QIUNw6aWX4sc//jFWrFiBxsZGvPbaaxg6dCgqKytRXFxcUJRENOjZsyd69OiBiooKd4dnIeD3+9GjRw/06NED4XDY3ehTCASDQXTv3n2b0ZJ2j3IZ8fl8KCsrQ69eveDz+dzNPEVFRTj00EMxcOBA3Hnnnfj000+xbt06vPPOO7jllluwww47AMis7fbp0weHHHIIAoFAQTsiu+D7B53eKAUCAZSUlCAYDLqLuzLFYbY82EfXaEG/EIGjnXvBYNB9gFG2n06nkUql3GslJSXo0aNHzi67SCSCZcuW4fe//z3q6+uRSqXQp08fTJ48GUcddZQ1QkqlUmhubsbSpUtx7bXXorW1FY7joF+/fjj44INx8MEH593a/n0EOtdv6tSpqKysRDqdxtq1a5FIJNDY2Iibb74Zra2tSKVSGDBggHvOHG1j3xaQTCbdbd0rV64EkNmKvMsuu7gbFqqqqrDXXnth4MCBWLduHZqamvDmm28iGAxiwoQJCIVC8Pv9WTsoORC/AnDXTbp164bS0lIEg0GXrzQ+Jz40xiAQCKBbt26oqqpy015UR6bypIwEg0H06NHjO93B5jgOioqKsqJ9WpMaMmQIBg4ciM8//xyhUAgffPABUqkUnnvuOTz11FNobGxEXV0dxowZg0mTJqGiogLBYPB/JpXdBR3wvXM14vE4Pv/886wdRO3t7Vi7di3a2tqQSCQQCoUwbNiwb3Qwa0tLCz7//POsqKy5uRmrV69GW1sb0uk0qqurMWzYMNcbNsbgyy+/xG233Ya99toLX3/9NWpqajB9+nR88MEHOPfccz0N0qJFi/Db3/4WU6dOxaZNm9CnTx/MnDkTn3zyCWbOnPk/lbKzwa677orf/e53+Pzzz7F06VIsWbIETz31FGbMmIFUKoWvv/4aP//5z3H22WcXfFrHN4FUKoUNGzZg06ZNbtQxcODArJ1eFAX07dsX3bp1c0+AkIfxptNpLFmyJGtHXjQaxfr169HS0oJ4PA6/348ddtghJ4JOJBL44osvslKCxOetra1IJpMIBoNqBB2LxfDZZ59lPfPV2trq1k2n0ygtLcXw4cM9D939toGcr2XLlqkbMkKhEC6++GI8/vjjWLp0KZYuXYq33noLf/nLXxAIBLBp0ya89tprmD59OhYsWFBwVNgF3y/o9JFSMBhEdXU1+vbt6x6nsn79+iyGjMViaGlpcbcmh0Ih9O7du6AUCj2Q2Lt3b6xYsQKxWAxr167NUnptbW1oaGhALBaDz+dDeXk5evXqBcdx3B1XDzzwAN588020tbW53twhhxyC0tJSqzdKz7Tcc889mDt3LmKxGPbYYw/sv//+mDp1KsLh8P+ZFAV5zATpdBpDhw7Frrvuis8++wwff/wxNm3ahJUrV7oKeVvhUVZW5qbgUqkUGhoasowDRSotLS3u9ZqaGvTo0QNVVVUYMGAANm/ejIaGBmzcuDGrbjKZRHNzMyKRCNLptJtqrq2tRUlJCfr06eM+a7d+/foswxKLxdyNIcYYhEIh9OrVCzU1NYjFYujTpw9WrlyJRCKBdevWZaWj6eFUkpHi4mI3jbYtoLW1FZs2bcqJ1ugkfWMMamtrsf3226OoqMjFQ8pKjx49MHr0aOyxxx5YtGgRGhoasGLFCjQ3N28zx6QL/rvQ6TVeMBhEZWUldthhB1RUVLgPG1JaB8gIQH19fZbRoG3F+SAcDqOurg7Dhg1DOBx2t8rS9lo6cWDDhg1IJBLurqza2loAGYO1ePFi/PWvf8WcOXNQVFSESZMmYebMmZg8ebLVE6VTHT755BPccccdeP/99xEOh91U31577fU/b5AoHUWvJInFYm56itJau+yyC3baaSc4joNEIuF6+oXuMtta8Pl8qKioQHV1tfucz7p169yHZYGOB5fXr1/vplp79uyJfv36oaSkBAMHDnQjKHowlsYVjUaxceNGRKNROI7jrk9WVVWhoqLCXZdKJpNYs2ZNFp/TKR7E5/TcUmVlpRu9l5WVIR6PuzxMdVtaWtzUKPFwXV1dwWtfWwttbW2uYaT5SiQS2Lx5MzZu3OjuKKWMA+eDRCLh4l1aWorevXtj5513Rm1tLYwxaG1t3art713w/YJOHynRYvhPf/pTAMCjjz6KV155BSNHjkQkEsH48ePx4IMP4u6774YxBkOHDsWkSZMwatSoggTO5/OhtrYWF1xwAZYuXYpPP/0UL730Eh5++GFMmTIFI0eOxI033ohXXnkFQCbNNGHCBIwYMQINDQ146aWX8Itf/ALr169Hz549MWbMGFx66aWeh1Mak3mnz4MPPog//OEPaG9vx4ABAzB+/Hj88pe/LPjEgu87NDQ04IsvvsBJJ52EtrY2VFRU4KqrrsKECRPQu3dvJBIJfPLJJ3j11VfdLfVjx45FeXn5NjPYwWAQPXv2xH777Qe/34/nn38ejz/+OOLxOIYNG4YhQ4Zg6dKluPrqq/Huu++6OyvPPPNM9O/fH4FAAGeccQbKysrw2WefYe7cuejZsycqKiqw9957Y+7cufjlL3+J9vZ29O/fH+PHj8fo0aPdUz5+/OMfw+/344EHHsCrr76KYcOGIZlMYo899sDs2bNx++23I5VKYYcddsDee++NkSNHIhAIIBaL4fzzz0dzczPmzJmDl19+GQ899BAOOOAAjBkzBnfeeScee+wxAMDIkSOx5557YsSIEdvMKK1evRrPPvssrrvuOneTzwUXXIC5c+di48aNCIVCmDx5Mk488UR8/vnnuO+++/DAAw8AAI4++mgceuihmDRpkmvIX3zxRaxZswahUAh77LEHBg0a9H8irf1/ETq9UQIyu4y222477LvvvjDG4LHHHnNPEli2bBnefPNNbN68Gf3798cRRxyBfffdNytKSqfT+OSTT7By5UpEo1F0794dPXr0wNChQwFkFNH222+PGTNmoGfPnnjppZfwwgsfob6+HjvuuCPee+89RKNRDBgwAMcffzz23ntv+P1+rFu3DkuWLMG6deuQSqXQ3t6OZcuW4fHHH7e+7CwcDrtnfi1dutR9Dqm1tRVLlizBP//5T+sL2EpKSlBTU4MxY8a4xxb9J7CNgo28fRLaoVAIPXv2xOTJkzFv3jwsWbIE//rXv/DVV19h8ODBiMfjePPNN9Ha2ooxY8bgwAMPxOTJkwt+SPibAD0cuv/++6O8vBzpdBrz58/HRx99hPvvvx9Dhw7Fl19+iXfeeQfBYBC77LIL9ttvP/Tu3RuhUAiO42DgwIHYd999sX79ejz22GP46KOP8Nhjj2H16tV44403sG7dOvTp0wcHHnggpk+fnpW+GjJkCPbdd18kEgnMnj0bCxYsQCqVwvLly/HGG29g06ZN6N+/Pw477DBMmzbN5QM66eSggw5CWVkZnnrqKff0+S+//BJvv/02mpub0b9/fxx11FGYMmXKNt3kQA+Az5s3D5FIBJ9++ineeustbNq0Cd26dcNpp52G/fbbz11LGz16NFasWIHZs2dj3rx5iEajbppv48aNWLduHbp3747tt98ep5xyCvr06dO1yeF/FWwntX6Xn615yd9zzz1nysrKTDgczvrU1NSYmTNnms8//zyrDr0H5txzzzV9+vQx4XDYTJo0yVx11VU57X/55Zfm9tvvMH7/1cZx3jWhUJXbfv/+/c1RRx3lnp6dTqfNU089ZX74wx/m4OL16d27t9l9993NNddcY2bMmGHC4bAJhWpMIHCpCYUqPOsOGDDAHHnkkaatrc0kk0l1nBdffLHp16+fCYfD5vjjjzd/+ctfVFq+954xP/uZMfF4wixatMgMHDjQlJeXm+HDh5vLLrvM8yV/dGL09OnTTY8ePUxJSYn56U9/al577TXP+fvLX4x5+mlj7ryz41oymTQffvih+dGPfmQdd11dnbn44ovNF1984dl+Lp7G/O53xmzenE2jH/7wh6Z3794mHA6bU0891TzyyCNq/Y0bN5q77rrLDB48WMVr+PDh5tprr3VPDzfGmJUrM2NsaGgwb731lstz/FNaWmoOO+ww66nq9fX15uWXXzaVlZU5daurq82RRx5pPvnkE7f8G28Yc999xqTTxixfvtzMnj3bFBcX59Tt2bOnmTlzplm1atVW0TFDy8ycH3744aZnz54mGDzDnHDCVe4Y4vG4efrpp90T8+nEfo3/p0yZYhobG933SBljzLp168yrr75qqqurVVqHQsVm1Kj7zLXX/tk9JX9bw+bNxpx3njH/wTsRtxpefdUY9oKCbQ7ptDGPPpr5/i4BHqeEO+a/4S4LGDt2rHn33XfzlqOn1rVzv+jMMv6wHoHZckoCbZf1+/0IBAI5u/OSySSWLk1i0qQg1q3z4cgj47jrrnY4Tkf7JSUlrlcbi8WQTCa36rRp8sSLiorc8SSTQDIJ5MvaEQ6lpaWqlyjHGQgEEAgE1HTgnDnA//t/wMSJBj/8YRKRSLu7lkN1vFJkZkt0R+sFwWAQgUDAcwPCU08BJ50EtLUBL7wATJmSuZ5IJDxP7SZ6UR+FQjIJXHklcN99wL33ApMmZfCm9xcZY1BUVIRAIKBGp6lUyn2tuSYntA07HA6787F0KTBxIvDMM2kMH57hVa0u0UqjFx3iazujjvCl9crPPgPOOAMoKQFuvTWJAQNSnjKyNc9RcTDGuCd4P/ZYAJdeWowbb0zj+OMDSCQSePHFF3Haaadh/fr1GDFiBKZOnYqf//znWbsDaeci8TDRLd+YUynguutKMHt2AP/4hw+77bbV6G81tLQAf/wjcNttwPTpwCWXAIMHb9s+Tz0VmDw5IyffFYwcCTzySOb7uwLHcd4zxoxVb9qs1Xf5KTRS+i4gHjfmpZeM+fGPjenXz5hrrvlvY7RtIZ3+7rykRYuMOeggY0IhY6qrjRFB7TaD1183ZuBAYy69NDO/2xqefNKYHXYw5tlnjSnglV7fCqRSxvz5z8b06mXMddd9N+NcvNiYUaOM+dGPjGlpyY6Uxo4day6//HITjUa/1T5feMGYvn2N+f3vvzu+bW425vrrjend25gTTzTms8+2XV/33WfMySdvu/Y1uOQSY3772++2T3zf3zz7XUJRETB1KnDLLcDy5cCBBwL/y49DZKLA76av4cOBp58GNm0C7rkH+Ne/MtHMtoaJE4H33we+/DLz+6uvtm1/++0HjBiR8a637C3Y5uDzAWedBbz7LrBgATBuXOZ7W8LQocDbb2ci38mT/Vi7duufC9xa2G+/zLiefho49NAML21rKC8HLroowz9jxwL77w8cfTTw8cfffl9TpgCvvPLdrvcedhjw5JPfXX/5oMsoeYDjAKNHA9vokZj/s1BamlEoF1wAfFcHClRXA//4R0ZxT5yYSeltK8E3BujZM5NyuvvubdOHDXr3Bh59NJO2nDULOO+8TBpqW0FJSWaMZ5+dxs9/vgei0f23XWdboGfPTPp3992BMWOAuXO3eZcAMmP96U8zxmnqVOCIIzIK/ds0/n36ZPpZuvTbazMfjBsHrFoFrFnz3fXpBV1GqQv+z4DjAKecArz2GvCnPwHHHw80NADz53+7/ZSUALffDjz+OLBw4XerYAgOPRT45JOMgdxpp0xUui3hlFMc3HHHSjjO9Rg58t848MBDsdtuu22zrft+P3DZZcDf/w6ccALwu98B39VjS6EQcOaZwOLFwIwZmf4POACYNw/49FNg9er/rP199slES98V+HyZqH5b80ih8L3a6NAFXfBtQTwO/OpXGaVmDPDBB8C2eGfcqlUZ5bXvvt9+24XCO+9kNkIMHQrcfDPQq9e266u5OdPXmjWZyLRPn23XF8HGjcDJJwOJRCYC/q7f/ZdKAbNnA1dfDbS2ZvjpxReB7bf/Zu09+mjGoXnooW8XTy945hng1lsz398FeG106IqUuuD/JASDmR1OxgD19cCxx26b9a2+ff+7BgkAdtsts9Y0dmwm3XXnndsuqqioyBijY47JpNdefHHb9MOhri7j5U+blklFvfzytu+Tg9+fWWN6/PFM5L18ObDnnhlH55vA5MnAq69+t+tK++yTcV62Zaq3UOgySl3wfxaGDwe++AJ48MHMYvZVV/23Mdp2UFQE/PznwBtvZLz6SZOARYu2TV+OA/zoR8ATTwBnnw38+teZaGJbgs+XWaN89NFMau2KK76bTTQctt8+k7p77z3gD3/IGORvouS7dQO6d99286NBOJwxhs8//931aYOu9F0XdMEWaGrKGKf/8SMHYQzwwAPAL34BnH468MtfZtZJtgU0NGRSa5FIps/u3bdNP7LP00/PpPUefPC7SSF+23D++Zlnon7yk++uz/vuy2wgue++bd9XV/quC7qgAKis/N83SEAmkjnhBOCjjzKppp13Bl5/PWM42Fs2vhWors5sN95//0xq7Y03vt32bX3Ong0cdVQmhfhdrZN8m7DPPpkH3L9LOOigTKT0X3zhM4CuSKkLuuD/PLz8cibNNnx4ZqH+uee2zWMQc+dmdjz+6EeZHYo//GFmPWZbwgcfZNa3Dj00s0PvO3x91H8ETU3AdtsBa9duexpxmDw5k26dPHnb9tMVKXVBF3SBFaZOzRwB9frrGe/89NO3zSL7Xntlnul56qlMWuraa7/9PiTssktmk8eaNZnn05Yt2/Z9fhtQWQkMGpSJZr9L6AwP0nYZpS7ogi7AoEGZTQIXXJA5/eI3v9k2/ZSWAqNGZb5/9SvgzTe3TT8cysuB++/PbIDYc8/MLrnvA3zXzysBHUbpv5lA6xTpuzFjxpj58+dnToi1nHkjr9N/if9/czyyb8dxthk+NP5Cju/fGhwKLVvoawO+yfhtc701fWlzUWjdrbm3NaDhUOg1L9gWPLZqVeZ5n0LTXVuLc2sr8MQTDl57zcHvf59GZeXWywsvWygdFy40OP54P/be22DaNINx4/JvvqB+vimdpax66SyO84svOvjTnxz8619ptWyh/W7t/Z139uG++9LYccf8feTDx3Y/GAxa03ed4n1KsVgMixcvRjqdRjAYdE8S5pPp8/ng9/vdbwJjjPtWz3Q67f6mbwBuW5wpyABqDOfz+dwyGvB79JvelEnXqT96O6YUOK1faofwTKfTWYxDdKATpukUcPkqcWornU67NKHTvOkapwHhxstQHcKH6E5zwPvmkE6n3RO4jTFIJpPuCdBS+OjD54feDUQnudN9mhNJM07XjlPXk+5J6bw+jYGP3/bhtEgmk1l1OHAelXNFuNJvv9+fdUo80ZOPk9OBAx8/jZn+a+ORwNvl7WhA11ev7qAr8SbnZ+IFOi1dyiaNn9OS97HPPj7su68PkYgPsZiTU0f+l9ckDxMvEj5FRUVZvJ1Op1FTk8Ts2QZXXFGNmTPLMGFCHA8/3IxAIPsdXZz/6cP5gPrh80F98DIkp3QaPecv3j6fZ6LtwIEO5s/vg2XLVsPnS6n8qfEcffO25DvIuAwbY7JO6N9333L84x8GvXq1ZbVDdOc8wedKzrV2T+NtCZ0mfSeJKw2TDWyKXgoqB7rHGY+X5wrUS1lJJpTGyiZY0lhw5pQCKPvW+rXRxTZ2iS+/RkpYKnh6tUQikXCvEf58rqTx4kZB0oHGLMfB7+czHBy/WCyGeDye9Up1Lnyk/Dl+HDcpMDYjzhUxfYLBoPubOwrcgBCehKt8/bfkh3y8rfGnjVe8+MfGu/xbw09+bLKgQbbRzuVdGx4a7+dzLAh/4pWiogSGDYshHDZ47bUQbrmlOMtoF5p94P3za1LGpX4hviVeiEajLh9wuQ+FDHbYIYE77qjAxo26LrSNV+LjJUdynqZNi+K550LWcrJ9ba6AXGdJ1rFBp4iUgIw1lgqOM4iXV/dN02SSQPnCa9v9Qvvy+i1xIQWo9Z/Pw9XGRDTi9NJoJxkZ6IjYKGqiOUqn054KndpObtljKg0t/dbe7ZOPxlzZcOdCGg+KRKSDw+lLCoQiW6rLy/BxU1tk5OTYudLkRonjx6NJiqAIZGQv51gqh0LoZSvHxyj/FzIHmvOkRXmcV2gcNiNgyyrYQKvPcZJG1BiDE09swPHHt+H11yvw5JMlePfdFHbbLTtbwsfIeUL2Sfjy+xJ3qZwJJ3L0aM7pHVmO42Du3GJ8/HEQ77wTxjHHtADI0DCVSrl9cceX0/U/gdGjk1i/3of6eh969fI++kPTvd9UHxN0CqNEE04pjUIMk8aIGpPnE2zbtUINh8aktjFykMLLUwAaDlIpeqV6eCqD2uCMzHGWnqgcHwkxV67SYAHIijwoJUB9BAIBJJNJOI6T9c3blXiTN6kB90QpqiOcCIdgMJgTDXEjROOjT1FRkRsZ0jVZl9KK/MMNNP3mUQN5v+QZy+icUkJkPP1+vxttSUWu8RSNhfq1ldNAMyBcCXMa8bFxPiX8qG+JL08laU4gd2o4Tnw80lvnPM/bJB4n/Il/aR4oUiUeLSnx4dBD4zj88CTSaR/SaV1XaKlxKffUL82ZV3RCQPMfjUZdB6q4uCNqmzIlhr33juL550tQUpKRMSl3HDebgSrEuefg8wH77RfDCy+EcfLJ7Tn05u1rtPAySIX03ymMEgA3128zSICev88X1XiBZGzJ8F6gMVmhIBWxbGtr2rR5ibbf3FhJo8BBM1BARy5ZXg8GgyrtSRmRkgXgeoZSiGS/XOnydjUh57yhGSMv54bTwu/3I5VKZUVvtF7C1zWprC2q4lEQKR+fz5eV9uTzTYqT05aMu80wSc9bQqF8nO+3vMadE+qHaMCjaY4D/9aiJi+88o1J4zvqwxjjpu3IgZGRYYbGaaTTuXpFKnbOt5KPiD+4XPEo2GaQOR5S7n71q0a8/noY4XA2Ppr8FBohac6IhGnTorjrrlKcfLL+JmA+Hs2ht81fIX13GqPEjRG/ppXTwKbUC50oTah52/K/jGjy9ZPP0HBB92pLY95C+pceKykHzQhr4yPgylQaV3pVOX9lOe+XlCwJrs3wcRy4MuNRlIzseD/SIGl8xRWHNNhkkLiike1TOVukSmMgo8Q36XDDxNOGcg74mLX0IzdI+RwaL2dNUygaT/CPxJcbf9medCJldJQPpLGXOGtRAxlIY4y7HkqRMJ9PWVfST3NopGHi4+AbaThdZJsaDSSNHcdB374pXHRRE/z+XOdRRsecxpLHvRxQDfbcM44f/7gKLS0Oqqrs5QoxRl5yrkGnMkqSgeV9DeREcmHnAs3L8vYkgWzeu+1/PmVgq88F3yvU554RleXeaCqVco1AoZMvo1ICYnBOG7lASzjx9BLl6imlRZEFB+lx8n54GQ48zQbATa3JnT+yXXldtm8TJKIHz+vzlAmVJ/pr/Kr95+m+cDiclXaUO7soYqJ0H0/pccXP+VTSiePqNXatbD4PV25q4OPlONF4eZvcaHnxqeacaPgZY7J2xHE5IMORSqUQjUYRjUZVQ0Lt85QfLyPnkqeOuaOiGQTCg4+bf9O8Ep20tVXHcXDqqW05bWhGh4+P06DQtS5uSEOhjGF69dUgDj88aZUZ2bdtniQfeEGnMUoSNIWleb2a0uQTZzNykkAyFy3L2f7nE/ZCxiaVB1/nkUZJE2ibd+vVn0Ybzjy0DkTpLEkvWhvifUsPUW6CsBlf3q7NUMmdiWSgSOh4f1Se8NDoYFPCpCw08MrZ87Yk79GHKx++UM13Osrt59wA8xSibQwSBwmaZ267b6OPxvM84uORsFZP64eu2eRIKmGiEedNroC1nYHcGMi0Gu9bw4FkUK5z8cyD1CVe9ALgriOGw+EsAyb7DQQAY3KjTuqLO6n55MkGGu0zu/DCOOywFusYNONo059eOopDpzJKNo9TeiScQDbBlHVthkn2aTNChU6u1r5U3hJs/UpvhJfVPlLhyHY5AwEdqTxtVxQfsxR6MgwkDGSguLIkxcvb9BoTCb1MwRBwQ02L1oQHf96HLzJLWkhayzIyTUf90reWsrUpcW6I5FoURWPc8JBhisViWcaJG2Fqh0dy2jxtzXWbIZBltDHzOaTxSceDtyXbLgSIXpL23KAT8M0UnKbcsMvHFSRIWdIcOOqb9yv5yybznCbEB7wstSVpx+VUrmlp61ya06mNVaM3wT77RPHrX5cjkeg4C9GLX7bmuhd0CqOkeZNSOcp1Aq54pCBQeVtYTBPIlai2I0sqbC9Lr3kS+TxD6W1pnqvWJ9/iLA211j4Hr11odM2Yjt1oRUVFbjqJ6tJWVjJGZJiksiD8aPw8pcIjGXrOh8YlFQt/eJP6pnWCdDqd9WxQIpFw+YjqcCXEFQbfWUgpTb5YLWnC+Y7Pm8YDNq9W/nYcB8Fg0DU+4XDYNUrRaNQdczwed41TIpHIefBWfjjYeFbu3NI2VHClItfXOP20+eZtSMUt6ST783LiCF8NV2qXp0FpFyfxGo+UNAeF/9ecDql7ZDqPO23c8dOcRp7mlCD5RTOYlMnQ1sQIV01HyDnhYyW61NQAw4Yl8fbbQUycmMiSHx41cjoSPnyM0vnN55R0CqME5C6aaxZfMjP/SE9WerzS4+CGyCYsWwvfpA7vl9qwKRjN8BUiwPn6tXnONmVBZbmwEz25YEqjKeeMj5FHE3I+uUHiAs9TOKQY5Xj4mPg397I5HtILlmO3KStJUw5S8fHFde6MSVoAcKNC+XCq7I87bDacvPgzH+9IXvByhLT1Sq2uZlhkWS/joBkS/uFODaet1lY+B1IDKS/8W27GkYZJ6jcCLe2nORmSn224SxpxfPk13hbnlwMOiOG554Lo0SONoUNzT6eRvKXxmNQv3xujxNd0NAGQHj5XTDT53JvndW2E4N4HlefgJcSSGbbWIHkpN02gbX1JQ2EzXFrftodW+doa4UL48OiItyUjCKks5ToIB7rPvXCptCidRZESKRuZTpROh7ZDjvCksWieJPc8uRLl82ZzBApR1hrf8eiHxkbX0uk04vF4jtHkfdk8bl72mzpOWluc9pxetsV1qsd5Q3MCeFlqk9OMp3J533LzB1+nk0c5SZCGPt9/iR/nBZ46BDpSm5Sy9dJJXoZI/pf8oxlImzNRiOFNJBx89FER/vnPMAIBB1de2ZbjnEr4Nvir0xglqRzkegTQMfl8t5I8W02bdC9vRIad0tvyApuy52Pi9yQjyb60vDk3xDwFxY0xT0d6GSyJm01AiBak1ElJUiqP6E/Kkh83pDEt/S9ip3tK74mu8YVjWV/OM9GFdl3F43EXBzpWiNrlRpE/wApknyvn8/my6nF8ee7eGJO19Z2nneWcc7oQzrwMf66K6lA6ku+8a29vd9OWZFQ5LxAe0qGxGU8J+RwtzsMcV765AEDWOWoyHS/7kGsokj68juaYcOBOA4+sCXebvMr+ZTm+rkjl+fNIUu6kvuKOmjy9g/fJP1ImJC9qRkeup2oOlzZmTV6BzDrSXnvFMXt2MdJpXbfZ9GShekiDTnX2nc1LADo8ML54yQ2SnIxChFAra4zBqlWBnEng9zUC8/5tRs1rQowBli0Lwxj7hNrwsLepe5aZ35l7H34YRHt79hl1PLrh27z5GW/BYND98DPfeB0uEJlIo4Pec+bUIRr1ZeEnlbjtQ4aDn2cHICty7vhtp510CORnaww8KZzMmDvo5+UcSX6RypjapAM9w+Fw1tqbdFB4ukob8zcBqcw071yjq8xiaEpPo43mzUsHjrcr5VyTPW0jgiyXT19o4+BKX/K6ba696Mv5Vuq3QnRbIf1xGhUCRx8dxX77xUCsKccvcSlU73pBpzNK2kCJyfmBluQx8qNbqB3eHtXnbXkpCgC4+OL++OlPB2H16kCW0qT6XkosnzLThGbt2iLMmjUSV145GJdeOgStrblCqDGlbIsLjsxny8+//lWCqVP74PLLa7DPPj3xzDPFAHKVPj/2pqioCKFQCMXFxQiHwzmfUCikGipq5w9/GIiDD94ZP/zhMPzpT4Mxa9Y43HNPXzQ0IIduNFa+e42fthwMBhEKhRAKhbKeT5HbgE85ZRR++tPtcP/93bBkSTF4F1ypcYUgjy7SaMqjE66UNm4MYtKk/vj1r7th7twSJBKOqrQ4DpKHuIGmuaCxlpaWoqSkJOu5pWefrcV11/VFS0vH1nKN17bGMElvnWhEcMMNffDPf3ZzeYbKcQPJ6agZXKon18OkA+I4Dtrb0zj77DqsWQN304c0SjbjLk/S1+SB90t9rljhx6xZtVi0yKeOQTvYVzpOtk0G/Bqf/7//vRSffurLOvyYIkQ+F3zM/LpNN9gdZeCyy0qtr0B3HODGG1tRXq7dK9wAaU6JDTrF+5R22mkn869//QtA7lPZ3IMgj0E7owzo2PdPDJHPQPH/HTu7Unj77SAcx6CsLIkhQ7KP2ShkcVYyoLwv2zPG4K23yvGznw1FKuVg4MB2/Pa3n6Ffv/YsIyoVNH/4jgRBjk0qUIYJli0L4eST+2L9+oxS33vvKH772yYMGaKnL7iilmt68oFWjdaO46CpyYfPPgvjvPOGoLg4jb592zFsWARnn70JfftmlC/V5UqNbwHnniMfH+cLok0qFcaiRTV4++1yzJ9fjs2bAxg3rgW77daEXXfdjB49kjlzBsClK98RSI4R4UBzQpEjKan6+gBeeqkYL75Ygk8/DWLPPaPYf/8IpkyJoqJCX1PjCppflzJAtOAno7e1AX/6U3988EElfvObr7HjjtGck8o1BSIVmvSCOQ9xHABgzZogLrusH8rKUrj00uWoro5l1SU+5a9YCYVCWQqcj1HjF85ryWQS99wTxl//WoVbb/0CvXpFAWSfHsJ5nHaHURs8FRoKhaw7FzltjAGeeCKM3/2uEocf3oaf/KQBoVAH72mvVuFRooxauRGTO3+p7O23V2DzZh/OPXdVlnNYXFyclZqVqXveN33T3Guvt+FtH3JIBS68sBnjx8fc8XDe8Pl8aGrKnOygObtS9m1OMYfhw4db36fUKYzSjjvuaJ588sksA8O9fz5pUjFxz4YrEZlbJ6aTgscJy7ccy0knnAqhl5ba4DjIvtPpNDZsCGDFihA2b/ajsbEI8Thw8MH1CIdzDzzl4wwGgzkpBIkvN0qc2aJRHzZuDKKkBCgt9aG01EE47IPfr+9QkkxHAscfbKU5431JA9La6iASSaCkJOZuTuHRF/XN59v2TiM+Pvk6DR5VES9s3OjD22+XbfmUo7g4jd12a8a4cc3YZZcmLFsWRjCYxvDhiSyjT/3E4/Es75XKhMNhN5Lj6yhNTQ5efbUYL75YjHnzwhg1Ko79949iv/0i6NWLts4CPp++Diq9XRor4RGJRFx+nT+/GtddNwiHHLIRZ565AeGwP0cZ2TxtjX/lXPI5zzgNBg880B0PPdQdF1ywHFOmNLrtUb/83V/SKGnrSRw4r1F25PHHS/CnP3XDzTd/iUGDou7mASqvRQycnjzNLA23pAt9GhqAa6+txLx5xbj88g2YPLk9y0nkRkk6a3z+5NgJeJru66/TOOWUIXjiiQ/h88HNOsjo2GaUuH7kelHTh8Svt90WwqpVDn71q6YcowRkb6CRTgqQ+26l/wmjNGrUKPPII4+4/zWlxP+TMQKyn53gO7jkTi7JrNITlEaJK1qpHKiebMNmjDhwvKXCoeiA/nPgi+8kVNwoSUbn9bXUEOHLoywupHw9RBo6Phd0jacgtDQJr0NKnd5/lE6ns9JT1LeWLiO8bSkj7rxI5UO06KB1CqtWFePtt8vx9tvleP/9UlRUJLFmTRhHH12PM8+sR2Vlh0dNyjGRSCAWi7mnO2dOnC5BKBRy133kepIxBvE48PbbYTz/fAleeimMuro09t+/HWPGxPDEE6X41a8aUVmZmy0gOnPlSTSMRCLuu3iSySRaW0O44YZBqK8P4+qrV2C77ZI5ssCBz5GmnDn/y7VbqvfFF2FcfvlADBvWhvPPX47y8o773DEgg0070TQnissaj5IoKkwkEnj55TJcf31/3HTTEuy4YzKHp4HscwllP1xe6OFVLcsg06rvvluEK67ojkGD4rj88k3o0yd7+z7hQBtRpM6QaUkCvkswGo3i1FO3x3HHrcSgQc3o29cgGAyirKwsi4Zcb/G54vOkpRI5LmSUvv7ah5kzyzFv3nrXOeKgzROnC3dG5b3vrVEaMWKEefDBB93/kunldUDPO/Pf/Fvm8znzyhQBz4V7EZWDTI1RH6SguafEcZdjAvQ3OgLIMR5cuHkagdOKe5A2JuF0kw9kSo9WzoM0GpIGnDYkLFz4+BohCUhpaWlWtCH79HI0uEBQBMbv02+5g4/qtrYmcPrpw7F0aQmCwTT69o3i4ouXY/TouNsGpc4yabM2l5dKS0vd9Tbyarl3mss/Dj7+uAjPP1+Mp58uwddfF6FXrySuv74BkyfH1IyB5tDwlwZGo9EtdYAXXqjFLbcMwKmnrsfxxze4b1a1GSVJI1lG8pCc71gMuO22XnjllSpcccUy7Lprq4sr8RR/nYhXelFG48Qv/AWO77xTiV//egBuuGEFdt65LWscXOHyZ9942wDUaElmMIiXOnSEg3vuqcLdd1fhxz9uxokntqKoKDfy0Yw310G8H36Kx7JlfvzqVwPw2WdluPzy9zF+fAOKiopQUVHh8hjtYpURCY2Pp5e5zpAyQzQCgD33rMRtt23G8OGpnPnXDh8oxBhJp5WDl1HqNFvCuRdsMwJSIdkEjH7zbwlSELW+vAwRvy/L8gni1/gYbDh53bPV5XTTysh2JRNTFMDHJvPKGmiKTJsj2Z80ciRAQGYRm0BLO8m5l/+J9tr2eCov+YR+h0IO/vrXT5BIxNzIIRAIIJHo8OqJxqTIyIGJxWJuef6MkX0eDHbcMYZRo2IoLk7jk0+CMMbB3/9eingcmDYtrtKX/3ecTDqKZIcUm+MA06Ztwtix7bjqqoF47bUKXH31GvTunatweNuF8g/V4YYyFALOO28NJk5swm9+Mwj77NOAc86pRzCYm9YBctd/5FxJJcfXaRzHwfjxLbj++uW46KKBuOqqlRg/viULN77uyqNk+tbmn/OUpAWVKSoCzjyzCQcd1IYrr+yGxx4rxTXXNGDnnXPlR8qWprf4WI0x6N07im7dYvj44wq0tTmIxWJIpVIoLi7Oyk5wfG3zaQNtng84IIoXXijG8OGtnnUlffLp2Xz9atBpjJL0AjnD032p+GRdmlhqg56jISaVXqHm3fMIS5bhbXsRmDO9PIqDR000Ji+Pgved76PRRBp6vi7A2yW86Rkl8iD5bxl5cGHmKQxOF+lB8uN8eDv0jBH1SUccaelE6V1LD5ToLudAGiyuLAAgEEgjnU4hmXTcdRpKkXIlxxfMHcdx13cSiUTOQba8fc4XHH74w8as/xmFlh1VSyNOdOXPMVF/5NnX1kbwhz8sxhNP9MJxxw3GBReswyGHtMDnK8zw5ANNDseMacODD36GG2/sh5NOGoarrlqGoUNjObwtMwLSseBGiS/e87WS0aNbccstX+Pccwfikkvqsc8+zS5/0O5PfowPpV/pN/ECpwHXQ3y+pALu0yeBO+9ci+efL8WZZ9bhwAOjuOiiFpSVdbyahWRbpga53EsZTqdTuPDCJfj00zJEoxkc+MYWim5sEbg0eNwx9IJp02L45S/Lce65rVnteAUHGtj6kU68F3SqLeFc6WkLovw6JzZnXJ6G40yleUfcQ5F4yL64YtRSglyoZEhNffL1Dr7+IQ2LZpx4WzJM5mU0A2W7p4XbPL/NH5Tlx91oD7F6zas0HjJS4kqD1plisVjO4aTcGeBzIlO2jtPx8Kz2zJSGn9aeMZnUSnt7OyKRiLv+BWTW+EpLS1FeXo6qqio358+dKjlH0hDbPsQftjmWc0cRGqV2sneeGsycuRZ33PEl7ruvBuef3xsNDb6cPokWnP/kmko+oDJlZWn85jcrcPbZa/HTnw7Bvfd2QzKZHe3wcdJHbiHndNC26APAiBEx3Hnnclx/fS/8+99VWfPId7rxNCLfoMBxlzJIc+YxYhxwQBuee24N0mlg6tRuePbZMNJp3bnkuoPjJHm0vDyNyy//DIlEh6NHssAdWC85l3Nimyv63nnnJNau9WPtWv0kGek02ECulWtt5YNOYZQ0xW7zgrXQV3tokhucQj+a0pRKS/utKTsOGsPbBF8TDN6ObNP2X9bTcLTRQT64J1+r4LWgKaNbCZqDQdfIKPLnM/hT/NJzlXND16VDI42WDaTDQbTgBpLGSGsk8hktLpSSBzlNbLxJ86Lxg23uCGe+jiKj4/79I7jnni+w3XZRzJgxCK+/XprDjza+oGv8W8OF33ccB/vs04QHHvgC771XjjPPHLLlofTcN+7Kb80Ya6lwgsGDY/jrX7/G7bd3xyOP1OQ4kl7fGv6F8DG/Vl5ucOWVTbjrrgb86U9lOPXUGqxa5c/BU+oOzp/S4R01qhVTpqzLopPNUdFA6kkN+Jgdx2DffaN4/vmQWkczdF48ka9vL+gURomAmEHzfKWVlgpdO+6fe2LSaGkRkubRa14X97g0ZS9z2ZJBNMUucdKERBpgmd7gY+FtaMKgjVnSjHbIyYhJ82jlODWhoP74g7DyAVvqgy/ea16i5izwPrhS4qc/8LSsNHQ03xwv2o1JuJARKCoqQnFxMcrKylBZWZm1EE20tD04Ko+a4cbD61kwSUeuzHl0yLfA8zny+dI466x1+OMfl+P667vj17/uifZ2n1pWGlUppxKk0SXo1i2FP/3paxx4YANOPHEw/vnPKhiT+8xbPpBRjZz7fv2SuPfe5XjwwRr87W+1WREIb8MWQWuOg5YR0XiMfu+0UwL//vdG7LVXDIcf3gN33lmORMLkyInUI7Srjhwbeu6tpqYjNSsdDW0ebHKh8Zo2l9OmRfHCC2HPsvkMkjTommOVz1B1KqPk5clLQaH7/FvWkXULYX6bQZJrCl5ej0whyHF5pXDkeOS45LilYZI04mOy4SsFHshOd2opF6mstDF4eYqkHPhpEfQ8C9DxMLM03JqylNGSBD5OOYeyfV6eKzVuCKgMx5u2g4fDYbeOdJQkTvn4gs8xvyadC7rHceIpPDlvI0ZE8MgjSxEKGcycOQgfflic41B4ZQG0/1Jhc75wHOCooxpx773L8OijVTj33D7YvFl/5EDSiOaATgrhDp/k41690njggdV4+uky3HhjJYzJNZbSMHHgZaXjpuEp07EA4PcDp5/ejn//ex3efz+EQw/thQ8+CKpOJneYiI/4CSnFxcUoLS11U8N8Tm1z8U0iE4I994zhww+L0NqaP82WL5Is5J4NOo1R0pDXrLCXApcTbzNI+SIkLfSXuV9bGspr/UsbX76PNjZ+TYuwbMZAiz41obPhwpWrV1RXiFfEjTz/1pSpLZWlzaNNuWopPZ5qkxGfnE+6TiD5ghtXGXnwXVNetPcSYK85lXTl2/olHYmW4bDBJZeswxVXrMVFF/XGzTd3RyLhIJXScSKDbFNGsqyG64ABCdx33wqMHBnF4Yf3wyuvlHjWpetSedsiY7/fj7o64MEH1+Gtt0K47LJScF+AGyZtXclGW9vcSIPEr/XsmcKf/7wRF1zQgPPO644rrqjFxx8X4b33glllCReKzili4p9wOJy16ccGXtGLV3kCegX6nDlBtbwc47aCTmOUJHDPVEtxSe8WyPYq+bqIPLiV9yEXHrXoiKdztN/yyW6Z2uNKQjMQGv5aNCT/y0hJ2zQhx0r4yHy2NFaS+XmbEhfZpxfT8pQaF0B66JSe8ykuLs5S8HIs+frhOJMy5V4ynyNjOk7c5tGIz+dz8eLP2MiUoHYgLZCJ9uhhW/5AtnRYNEdBoy3nCck/WgSnRemyzfHj2zB79lLU1wdw7LGDcNNNPfDuuyWqYeLRgxZJSJoTnny+AgHg7LM3489/XosbbqjFZZfVIRLJjpps8ke8ItPmMr1eVeXgoYca8OWXAZx3XilSKeTgI6NmSaNC+EvqEs53BFOmtOPpp1eipCSN447riVNPrcOSJdl0JP7i50qWlJSgvLwc5eXlKC0tddctbc8M2Rx4PkfabwnTpsXw3HPhnOuyba//NjwKhU5jlDRvu5DBaAIrFTYB90xkOk4aJJl7tpXTdvRoCt+2C2xrPGQZpcioQYssZFta5CCNs7ZWVuhvW9pDi1qIdpRLJ8GjDz/YVdLOKwLNB3KeqS25BkllNV6QdNOMCwB1Lc6Y3FcZaJ6/pkDkvEplKI0mKTEt6qXr5eUpXHvtGhxxRBPuvbcWP/tZX9TXZz8tIvGRfdvAJs8jRkTxxBOrEAoZHHRQT7z7btDKI9KZ0NJY0rEsKTG4774mNDU5OOOMzLNf2ni0LIfmkGnOF/3mPC/rAUBxcRrTpzejtjaJhgY/TjihFhs2ZPMynzN+Aj9PC/M3LMs5sPGNxEWjAW9nn32iePXVENjbR/4j+CYy2imMki1dJBmAl+egeZRSMUsGlEbGK12nlfUyTtL40TWuzAinfHSR9NHW0zSDbKOjZGLNMEmmt+FrU5xexoiX4cLITxeXr8XQUqY24csHmsKjdr34RvICn0+bgeQRu/YaAi061ZS+l4LRDEUmIsldN8knXwMGxHHwwU2IRh2cd15fxGJ6yopoxX8X4i3LcuGwweWXb8LVV2/GuefW4frrK/H44yVoasp2bLzkTEYDnIdDIeAvf2lBKGRw4olliERy6ao5OdwB0OiujdfGh1R22LAYXnppJV5+eTXOOKMV990XRiqVO0a+vsTXK7lzps2JBrZxyDK8fnW1wfDhCcyf753Cs4GNNlvjzOR9eNZxnH4A/g6gBwAD4E5jzM2O49QAeBjAQADLABxljGlwMj3eDOAgAO0AfmCMeb/gUdnxANAxaBJueqGYphi5h0XpF37WlSSUjenk5GrKn68jyJev+Xw+1wsnZaY93Cn7sAk+N04+X/bpxH6/P6esNBxUh76BTAokne54iJHv6uL1uNGV6UBOL43xJC68LNGETiiQ/dNYbRFnPpDzSXSidmkeaP54WpRHwlq0ZBN+oq986JM//Mr7J9z4Bg8+v7wMpw2VkUqW48mdGuI36YBMnNiKiRNbEYs5eOutUrz3Xhjjx7fl0JLal3Nk88bpnmaYAGDPPSN4+ul6XHZZLW67rRyTJ8dwzz2bEQhkt0PyDCBrNyYvIz+BAHDLLa245JIyHH10Oe6/vwWVlR0yxcdPY5F8x2nH5UNLj/IxA9mpQJ/PwZAhSQwb1p6VXpXySf0Fg0H1ERfetly+sDmhXiDn5IADYnj++TAmToxn0UX2oYFN7rcGComUkgAuMMaMADAewI8cxxkB4GIALxtjtgfw8pb/AHAggO23fM4EcPtWYcRAThgJlPa2WSKc5m3IHVcyDaSlX2zXbB9bak8qcRKCb+r526In2zoPr2OjrTQumnfKBVBLeWzNGDgO9G2LVCWNufNQCI34NflfKnDuqPANCjzlJufRNlZZjkdN3CGR9TmvaGOxzak09NJw8nFra7ScRsFgGnvv3YLx49sKVjK28Ug+tBmnioo0Ro2KoaoqjVdeCeP3v899gY8md9IgSpnO/AeuvbYVY8YkMWNGBTZv1iP6QhwdTSFr6T761uaXf8symmOhnWbO5d2LrrwviZ/8TTBtWgzPPx/CVtoSFbbWIAEFGCVjTD1FOsaYFgCfAegD4DAA924pdi+Aw7f8PgzA300G5gOochyn19Yipg2GhEg+K+MOxtfxnAlfk9CeG/L6SIVjK7O1qT+vNKCXMGgKlb6lYpFelabEbAZEG5/XNS3dV8h8akJjM/p0j9IW5KXKKM4meJph4vW1PomOkrbSo9UUvjR2VMYYk5XGsykP2Ydsm3CzeauaUuNtUT3t+ad8XraNn2z8qdWVn47+Dc46qxnvvrsGDz+8AU1NPrz7bu66lpQr2b/G29T+5Ze34eCDYzjkkHKsW6fzfb6IoLC+vHlB41c573KsvB7nA7nDs1CHTZs3gv7906isTOPTTzveTMDxLATyOcVesFVn3zmOMxDALgDeBtDDGFO/5dZaZNJ7QMZgrWTVVm25Vs+uwXGcM5GJpNCzZ0/3Op9IPih5ugDdo5Sc3+/PetGaZAIyXjxtswWPrN9Ulnuq0qsh3KRxoOv8vmQcSuHJDQmyrox+5Df1R+3RN0+r8DFpwsDHY/PoeBtaVKmBjfH5dU2xSoVPY+LjpbQJXeNKVyoUTiverwTHcdwNFwDc14dQfb4ZQhoa3gfvi/CS5+7RA8lybUSjgQ24t8zXGDQng1JefHchpQ/5QbiyfdmOZkCl8ZK8LPHVDBLh0eHcGeyxRxQTJtBJ6bn04MZWWzOz0QsAzj03grIy4JBDyvHYY63o21eXG86fts1DXC44DnL3nnRcpTzKNjV9IPWCdCgkGJP7bjpJC03uqTxFS8OGJeHz5aZobcZac1B4HY2XJBRslBzHKQPwGIDzjDHNQrkZx3G2yhwaY+4EcCeQeXWFpc8shS6jIx7e8p0pUmHydR3OKFvwyJkcn89+6KqNgbT63LhRXfpwj5z3B3QcuClxsHlhXMlQ21zpcMHRvHubQZKem+YVSuUsx6rhLWnBQUtLSDwlPWQ0YMPPBrweT/V6ebpyPJqSIG+X75okI8XnRi5eyz4KhUIMGoE01t8UNOMk+Ytfk/PK+Z/LJ68r2+T8rPEUtakpfsdxcMYZMZSXA4ccUoZHH23Bdtvp50xKRUv8kC+7IcvzclvLm1q7PKWs6R9eXrunyTyHZBLo1SuFW28tRSLh4Je/bLeW9XJW5LVC+BIo0Cg5jlOEjEF6wBjz+JbL6xzH6WWMqXcy6bn1W66vBtCPVe+75ZonSIW2pV/Xs6N3qdCHtoXytSMtt8vbJcNE4LWThfq2eV+8vI3gJGyagpGL3dy7IkUmvTc5Js5wUplr98nIc0GROHqNU6bqNLykpylxkvdkfU4r6a0SDlIgAVgjDpuAaPNK/FBUVIR4PJ5l4KlvTcCJR21GieaaXv6WTqezTkWX7WoetOxTKhubwfZq00tpFQKal6/1odXRHDYg+9Um0qDJfoh2nEe4kdPoQ3DMMTGUlhoccUQFHnqoBSNGdOyB9uJVKTta6przLucbaXD/E4Ok4eUFGl/Y+g8EgE8+KcLy5QFs2PDNNmhvzdhy+s9XwMmM5q8APjPG3MRuPQXgZADXbvl+kl3/seM4/wCwO4Am05Hm8+oHALKUpvYAbDqdzoqM+NPOHKRyzueJkQKi35qAaR6y9IJk6kzz5uVYufHhO/FoZyH3wrXz2qgN/rQ7Tzlx/OTHlpbSvF6bQuYKgRsSjTG5oSKQO4ioL74hgM8dpWupL/ot1w01pSbnRs4ztUcvP0un01nPS/GUWyE5fam8yKmiVyhIwydB87K1+9rcyC3oct5pJ5ukEzfctn6pnizDIwBNAXL5prLSUSKceaqdcObj5vW5E8czDbIeh0MOiaO4OI2jjy7Dbbe1oKnJ4IADYlmOhhwjz87wdByXA46fdGqIBsQrnF/l+Pg88gOK+an5PJXJaa3xhJxLL+fn8stbMGdOEOl0bh0+x7b6Uqb4dz4DWkiktCeAEwF84jjOh1uu/RIZY/SI4zinAVgO4Kgt955BZjv4EmS2hJ9SQB85wBUdX0MCOp7glluRqZ4UiEKiAZvy1TwMaZy8hJbKcwakMZAAchz5BPKUIzd4fH1AMjz3HvnOP21sckOB3H3H25c0kPSW26hlf7INm1GS7fLfRGtOM1me4yuVn8RD0oUrbGpfntwg6cG9V7om++LGn8rwqJ/qaorEyzmQDobESVMC0kBzusn7vJzX/Gj42v7LfiWOWjpPOpWyX/rP18g4b9vKG2MweXISt9ySwjHHVKGuLo2JE9ejuDj3eUDuXMjIWcNJOiPSUHMjSvhqUSIvr60naeP7NqCszOAPf2jGo48Wq7T7ppDPIAEFGCVjzFzQamMuTFXKGwA/yttzbj1VsOQ6Enmx5LXysqSw+IRxT0z2x5lEE0rNC/Ty/gm4ENF/aoOnmeibK3FunLinyNcl6AV0HHe/P3PCNkVI0pOTuHGhIfy40uUGX1swpf/cceC7y6TQenltfPzyOSsCuXjMx8CFk+Mto1NNidgcCyqvRUnUDt8yrkWvvB1OA5pDusbXr/LRXGtTpoFlxCqNFn3Tc22crpwm2n9uMPh9OTf5gBtOkmPeF+d96ZFzI2pzDABktav1Tf23t/vQp08SX39dhNtuK8F55zWrBhtAjkxpToOULwJu6IhntLb42Pj6EXdiNOdOjrEQ59lrrvbcM46w5cShQvonsEVTNug0b56V3hM/7oVSM6QU+PlXVNbWHqB76VywpUEqhIg2T49+81Cdl5FMLtvjZZLJZJYS4MpPKga5mYMMlBQOaSg5DeiNqfwTCoWsa0CEk1zzI6A543SxzREfB79PEAgEshQJ7ZCjNSYao/SW+TjJeGtrAVSXflN/1Lc8WUKOQeMDbW4JKCVDRkkzXtxB0RwbzSDRHJDjwstrj1BID57TnY9NGnOePvWKXqRypHZkdKgpZwL5n6e7uRGmR0X47kyaS6noOS9NnBjHCy+04qmnynDXXRWYNasVvXp1vDtLc+y0yJfTQzpjsk9qR6YuyZDKetr5ndJ5lCD5Rl7j9+QcEYwdm4AxerTupSO1aK9Q6FRGSUYYWjRAqRQgO+QnKCQ8/Ca4ccHVvqVnwOtqoHn5VFYyqmxTeti8Lx6lcMUtFSm1QwpL21osFTXfog10KFY62032L9vT6FooyDalEyMXzrVogkdTXuuLHGdpNLQxaHW9xkH15HqUlnKTPCCjW60tbR2Jp7A1ZeFlVPi3LRoqhOf5fa5YeQqLgMuABHkCCndiqS7xsxZ5SoNG9484ogWHHtqKDRuy9YucC0l73qakuxwzXxvm45UOMjesvN620nW2tvI5W7a2ttYQcegURol7Y5Jh6Dql7ehZJKon0xQcbEzN+5X/bV6f9BplG5whuSDwxVIZkUkly8N5KZSkSNPptHsUjzZ+YtqioqKs42r4A7xc+fHIip7TIeEgD83GkBQdkYdK7fKjnKQC5WPVaChpIhUB4UrAn/3SvFkaI4+UKE2pedBcCPk85lO6+RSEl5LidCYcNYUo1zSoHXnKCbXJnQ0ZTUpjyo16oVGP11h5XU5TTcYkL3Daa3SQfRP9+I5JIHtDjM2I8DYz9HHQq1cSgG6IbPPIv6VzxGVNOh8EPC1IGQ7JI9rShDYvtvnLBzYaFzLnsm/ZxtZETZ3CKAG5+Vbu8WkKjg+SMzWQHUHZPFwbSELyD78umc0mZHKM3CBxZkokDPx+J0uh8L6IWSkCov7k23aBjAJqb293y8goSObIucGSJzFzB4DGTEqQGyXucdq8SS/BIdxkeonPiaag5Dxx4B41TxdFo1H4fL6sl+FxJcDX7AgnLUqTip+Pgytgbkx41CqNncTZZpAIB1LGZJD4OpWMvrU54N9ANt/K6EUrL3HXlKFc++FOFh8b8RXd1zZ/SKeP8yJX2l7OqDRIPIXJ8eLjs63fSdpJ4+0VWZNjJZ1GLQqWOHP8NIfBNu58NLGBl0OmGSIv41QIdIpTwjnYDIH0EHlZr3oa5PNqFy3yI5XKbY//50bUq3+uoOz3HPz5z7W4/fY66xH7pPzkidq2l39pTMzp2N4eQnt7GA89tD1SqUCOcSKhkrSSnpt2+rVGD2MM1q4NIBrN3FuzpshKf9v8cUbnClszTlR2xYowWGDlKnL+ynX60LuP+OYaLx6TkVmmDLByZZE6d/zIGM7P0uu1KSG6LteONm1Ko77eZM2BzbO30dTLAdPmY+3aIrS3Z/Oc5jRohks6GXLM2v90Oo31631ZNJAfXlbLuGh1bbyWkUtg3boOp0VGb4B+KGohwB0K4sWMo5dCPK4/WqHRTv7eGqB6XD4kzxTS9jft3wadJlLSmDH7+JHsIzo048A9s3yTphm3TMrK4NJLSzFoUAqXXtqEsrLcE7x5HX5dKiubJym9wI0bi3D//VVoaPDjmWfK8Otfr8aoUa1ZgiDz7fQh+tCL5CiiItpRGxQVBINB+Hw+fPhhHa67bihaWorwxhs9cMUVX2L48LirOLXnnMjD44pdRrSEn+N0HH1E12fPrsIjj3TDuHEtWLUqhJ12asO559YjHM7eqMLnV5s3OXek9OXuK2MMbrmlPz7+uAw77dSK3XZrxtixjejXrw1AOmceeCRINJfGmvrjc8zxXL/ej5NP7o2SkjT2378d++7bgmHDYnAcB8FgxzuD+NxJoyTXDXjUQ/jR/EejUbzzThhXXNEP1dUp7LVXBBMnRrDbbnGEw9kPcdLcEL5yTcXG35pxefrpatx3X3fssEMEEya0YMKEVgwbFoPPZ88U8HZ5ezw6lAqeyhoD/OQn/eH3AyeeuBFTprQgEEBWipqPJ5lMumlume6XkRL1QfNA5dev9+OQQ3pg5MgEjj8+gmnTEtjy+FqOg6CNk+aY8yP1Q3JDGQeSuQcf7IYvvyzBTTc1w+/PdmalQdIcD42++eAHPyjH8ce3Y999o1nXbXqT40FpfqnzNNktFC+nUMu+LWHYsGHm3nvvdVNTpOxo91kgEEBpaamrWIHs9IUmQDLkJiWrHZDqFS5r3iOBTHdI5pMGlDMvTxu1tAC//30V4nHAcVIIBAyOPHITBgyI5igpAFlKiTwsvtmAcODbw6VxB4DHHuuJRx/tjWTSB8cBTj99LY44ogF+v89dF5LKklJ2yWQSkUjE/c3pyx9m5i9kcxwHra0+vPBCFX772/4wxkG/flFceeUK7LxzexZNyUnwSjnw+eK/5Xy1t/vx0UeVeOedCrzzTgVaWvwYO7YZ48Y1YcyYRtTVxbcYCoNkEggEsk+QCIVC7tl4tE7Bt67net0OFi8O4oUXSvHCCyVobfVh333bsM8+Tdhxx2ak04ksgy1PsZeRlByvfMYpc8/BihXlmD+/Am++WYqPPw5h1Kg49tqrDePHt2Lw4FakUplz97gx5vMm++GgGaZUyo8PPyzBW2+VY968cmzaFMD48a3YY48WjB/fgtrabCfBloKyzbGMItNpYP78Mtx3Xy2+/jqEo4/ejCOO2ISSkhiSySSi0ajLP0VFRe6D9aFQKMsoczx45CqPKXMcB8mkg5dfLsaDD5Zg0aIAZs2K4fjjIxgwoCOa5s4QNzwydUlrXvSbIvNYLOb2Hw5X4ic/GYBhw9L49a+bkUol3fMS5Y5K7VlN7oTwKJ3TkfO13+/HwoU+HHVUOR59dBO23z7bkGpOoBbFyt/aNQ4jRox4zxgzVp33zmqUKIVCk1VWVpa1844GK7e5Su+BPjzNpRkl6Y1Kj9LLKGlKUUud8AVmnkPmY+GGhY9TGgdSSKRkuMdI/dOYubKTx/HwaIrTRz6tLo1gIpFANBp1jRJFYBSVaf3RWJcvD+Krr4phjA9kp/feuwXFxblvCvbyrGyGSV4DsheSN2wI4J13yvD22+V4++0ylJamMG5cJop6+OFeOPPMlRg1qtnFIRgMZr0hl+jD50NzHmjMy5f78fzzJXj++RIsX16ESZOaMXlyA8aNa0YoZLJ4kkf6fOxcyOVuParHjWY87sOCBUG88UYYb7wRxvr1fuy+ewt23XUzxo5tQF1dR1Qt07+S/7R0jualb9zox/z55Zg3rxTz55ehri6JPfdsxYQJLRg9ug1+fwrNzX6EwykEArnP8PH+ZB+8b2MMvv46hAcfrMWLL1ZgypRGzJpVj969m9w5oNNe6I3GUn54pER8KrMx0jlYvdqPBx4I4R//CGPgwCSOO64N++3XhmAwdxco1eW8KI+Z4iljwqGyshLGlOCUU/pg8uQYfvKTBlfOyShxQyPfwqutyWpGye/vOMDaGIPHHvPjxhtL8fTTm1FZmbthjM+PZnT4erbk1++lURo+fLi55557XKPEc/rEFGVlZTmKnASUKyAp1FI5ckNEIbOmAIDccF8aBxkZaREVb1s+BMw9Qe75SnzoP09NUBqNvEOJHzcSPEWhtSuNkrZ2x40mX4+hMclXlmspV047WxSkKUTCVQObZ0/zqCkfziPJZArLlgUxf34p3nijCm++WQEAOOywDfjRj1aioiLhjo28bm64OS94pa2AzPyvWwe8+GIxXnyxDAsXFmPcuBZMmdKIPfdsQnk5bawAgOyHwaWxpm9KyVK0xY0MX/dbuzaNefPCmDu3BAsWVKKiIolx45qwxx4t2HXXNsRiPqxaFcKoUR0bZKgf2+MCEhfOp+k08PnnIcybV4Z580rx+edh7LJLOwYNiuH118tx2WUd0bENuMfOceBz3tTk4IknavDww3Xo27cdRx65Crvt1oBAwIeSkhKEQiE30uUOFu+Dj4fLiy29mkwavPRSAPffH8b77wdx2GHtOProZgweHHMdTk4vvhxB80kGiYwNGZjKykoUFxcjGg3jmGN64MgjW3HSSZvdDIU0StLYEI7cOHKdR+WIn8koJRIJ/Pa3ZfjyywDuuacZPl/uxhJqW4uI8q0HUl3CYfjw4Z3fKP3973+3GiW/34/i4uIci2+zwpqHJaMkTWly0BZKbUqHE9tGzw5hzV4L4gqE9yFxlzjxiEVGZxStyNQkb5eAM5zteRyaC55GIMPEPVPpBNge8qS+8gGnq1cZ23XpNGjGl9P0jTcq8PbbZQgG0ygqSqNHjzgOPHADQiG/S1Oiq1xzk+lbIHe9ic9/MplEY2Mar75agldeqcQ775RjxIg2TJ7cgI0bA+jRI4aDD94IY3KfX5KpaJ5S5A9My3mjFFfGEJfg3XersWBBNT79tAzbbx/B+++XYebMDTjnnNUoK+t4SzLnIa7E5dxI54nPRVubg3ffLcVf/lKL994rAQDMmrUJ5567FmVlSWjA6ccfwpbrTpmHt1OYM6ccDz/cE5s3F+HII+txxBHNqKoKIJEoRXV1riHlzpHUF9wgZ6cQs8+grK8HHnmkBP/4Rym6d09i1qwmHHRQO4qLDZqbfais7FDM/GQGMkoUKVEWiIxSMBjExo1+zJrVHWecsRmHHLIxKwui6S7p0EmjxMfG+YZ4JJUCTjihGuPGJXDhhR3OiZYelAaI5oTrS+3zvTJK999/v2uU+DZP8iDIQ9UMiIxQtJCf6nJlwr1mqTS5ArEZPw5cgCQuHE9iTo6DLKPhzXHiJyjId0uRspXv6rEpd2n8tKiGL8pGIhF3cZa/kpp7ohwHPgaOg9xq/k3ByygRyIVYrtSlwFA9ng4l2lBUIlM9Mk1jw4kLK9/GnTEWwDvvlOGVVyrx0ku1aG/3Y889N+PCC79ATU08i478HD5SZnLOM1FgMsso0foFd3wy71ry44YbBuDJJ7sBAOrq4rjwwpXYb79m+P25L3bUeNNG++zfwNNPlyGRcOD3GwQCafTqlcDIkW1559FmlGiu+KMJn39ejEcf7Y23367BwQc34IMPKvC7323CTjslc5xaLQokXuAyKueQR7AZJzGJN98M4x//KMc77xRj2rRWfPFFCKee2oh9923NMko8UiIHj+a0srIy65DpFSuAY47piQsuqMfUqU0ubtIJ1Ogi9RyfN80oAUBDg4ODD67Fr3/dimnTYm55opf20fQkj46+l0ZpxIgR5sEHH4TP53MZSypvSkfxidDCVgJiLpkCktGS9J6oHekBSIXDvW/NSGrpFqBjK6gMwQsRdm4caDNIOp12FREpJWqDKyhOI83Dld+8PHcU2traXKPElSw36jJikrQG7K8N8Yo0CR8bkBMjy0lDIR0U6ZBoQscNk7ZD0daX/M0ViNywkEqlsGZNGrfc0hexWCaNV1qaxGmnrUDPnqmctVC5hZ/jw9vnW93JmSE6UBsNDSEUFfkQCKQRCKQRCjkoKvLlGF8t8rV56rbsgiwn0+W8XZkF0Prk+oJ4FQBaWorxhz8MxPPPV6O4OI2bbtqA6dMTWY6ozajaZEczSiQjdH/DBuCvf63B3/5WCwA4++xN+PGPNwBIZckw/9AaT1lZmbt26TiZ9O2XX/pw0km98etfr8KECS05sq1F6ED2cVTaJhrSqdwoAcAXXwRx1FGVmD27ATvskH3yiS1Np2WW5HwWapQ6zZZwIjT3avk9W6pAKhQCTXnxyZN5Tk2xyI9sV/YhPRbpffO2+W9paLVx8cmVYbz0YPl/STtb5KQZeQKZ2ydngQuBZpglcKa0RUicXrb7tvZtRk2bW1Lc3IhLXKVTI69r973oIMtJL93v96N37zh++9tVWcKdwa8oa661xWutT/pPSlsqfapXV8ejCCfL4Ele0nhK8jTHySYnnPe9IkyJK2+fRzW8TWMMampS2G+/BgwdGsf69WE8/HA5gsE2HHBAx0PGXjym0VAqXV6HrtfUpDFpUitqa1NoaPBj3boA/vGPKhx99GZXbng2QYtm+DgGDYrj1luX40c/GoAbbliBMWOinrIj9Y7G214wfHgKV1/dglNOqcKzzzagsjK3TL75Iny8HE0bdAqjJD1qoGPQNm+G6tG35tEQSEXkVZfXkYpBtscVM13nOGjCyNeUpFKXHpwmrJr3qXmRWipO0k2CZuA5DlwpkYelARcKrqxs/cp6GiNryl9TDDa6ezkHVIZ/0z1ykmSKguavEIHTeIt7s0DHIaPBYDBr56kcgxbhS97XPHttzdKLD6Qx4tG8xlfSKEkZ0XiW/5Z05W1q/cnf1AbhTfM2ZUoj/P4WNyWWeU9WbhTkNWecfnJ3mQQa9267tWPcuDaRfndgTMf6sHQobal8YwyGDo3ihhtW4KKL+uO221Zg5MhETt8aLl6858W7hxwSw8KFAZxzTgXuuy9740M++CaGiEOnMEpAbv6TPHIge3GOexpckVMbXLFpAsnva4pb1gWgekbUnjQospwtHSHHZmNMapOvP1A9/k042tIqhQif7TrhSHlvrmTyRQ5UjuaGL7pq4GWYvHCUBobX57TS0qpyDvi8k4LjypXPMTcqNnwkHrJ//goWoo/mEGntaLSXXr08dUPjeS5PtjShTDFLHIhmPNvBnTB+Xavv8/nc1DbxvHTOOK6Sjj5fx+YOKR/UlkzvSoOu0Vem7KTR5O3YFD7JNs0xd3RsekSOYZdd2nHllavw4x/3x9/+thKDBsVzdI1GF57WLgSozZ//vA0nnliFG24owS9+0e7es8mlpEe+dXgbdAqjJBmND1wTHJshkcpICgIBKSaaLM4QXLAJpNBpwCfeplC1CdW8XtkuXyTVvHtOH37dpgRkXf5fw4ErZE5n6dVyAZbjJs+Qr894gVQMNuOp4e8lCJrRluO2zT+nAY8CjDFZu954PQmaspL/te3PtvY0x4rw5FuQ+bzIOdQcQrkWqEVKkj4cJ+4A0n+ZrtQMA/EIHxv1ofWtzSc3ThxHaTA1HtbmhM+9l/zLsUha87HQaRN8PUcaIQ50bc8923Dxxetwxhl98fe/r0Dv3h1n6NnAy/H0quf3A3/+czMOOKAao0YlcdBBsaz2NF7msqJBIbLcqYwSkPueFl6GQCpxqYwJbOGrNDJaG15GhRsuXtfLI7F5V3z8tsmSCp+PS/PW+LgIpDLV6GVrR0agmnLgDOk1BgA5qSkb5BMarzKSRjaFpo2D6sj2uFKSc29b35FtSNx4v5pnK3mOt6Pxv4ySpGGS4+SGiT7yWT5tpyE3yDaaSadI430+N7KujGrygeYUSKeJH/rKwebsyQhQpv/ztUFj07IDlC3hLyPU+pbX99+/Ba2tPpx2Wj/cd98K1NYmVRppdNVAziPvr6oKuOeeZsyaVYkhQ5LYYYfcsoVCofU6hVECclNvJFxALnFt+XQCx+k4W4wrVbmNk3v+9FI3WnyUQPX5f/6t4SENIP8v1wbkehoAVaHY0kg0Bk2JSQHhZwry+lpqg0ebMo3DlSKfL7kpw0YfPl/yNx+DFyNLnqE2bAZA7kKytU/3+bMl6XQ666gXogk9VMtPVy/EWGogeZsrRf6bGwkqS143GSN5wCwfFxkfwpfvRJSRkS1akuPizhPxjXawLY3B5tzwxwW0+dScP8mLREvNIZG6gNOd48d5muND/Umg8ppBkhkRY4y7RMFPceH05nSVNDryyGa0tflx+un9cO+9K1BZmevIczpo4CWPnN7DhqVw7bWtOOWUSjzzzGZUVOR/UJyP30tHatBpjBJHWBNoOdGFDlAD7kUSE9ABjlLRcyBBk+DlLUqDJEF6d7yexIX3b1N6EgcbLaXS9/LQ5NxI4dfmRqvvZUBs9PMCaXTzldGMkVRWHLiSJX7hrwoB4PIO0MFX8oHTfPjJfm1pZyprW78iXPn6o3yWjY9fM2zyI42T17j4XHLZov9yjHKO6Drf3Wnjd5uM8jFSOenc0H/etpRreWyXxFXKrSYLNhrxKJP60rJDvG1N95x0UgNaWnw4++y++MtfVqCkJL/TU6julPQ++OA4Pvkks/Hh3nsb4fN5P77hpZvy9d1pXl3hJRBSaLyOr+FgSxdwBcNPkOCGQBoRTXFr3rgWxWjtaWMuBH+p8LXyWt+F0F0rr9XVaK/Nl6SbV7scXy+wCX++cXEloilYba64QaIohJ9m0d7ejkgk4n6i0aj6+ovsg1MLAy2S5uOi3zx64ic48A9XrDxKkkZHcyhk2i4fvXn7NoNmk20+dpvy1OaHzx9vgyJBud2ayvNoSEt5SjraUqGSBtpYJD1tzyhy/OS4NHqcc84mjB4dwU9/2hexGHLqbA3kq3fRRW3w+YAbbijbJu0TdIpISSO2bZLouowuJKMWqpgplKdwmufSNVy4N8ghX66aKxDNGFGbfAzExNzr5OOQGzVk/zxFwvvVjIYX7px+fCGa4yK3NnOBp/oyPSjnVBp3aTBsSkoz1Py6dGSkotVAKiYyNPQAKhkf6icUCmUdAErKUDsIWKZxbE4V0ZJ2bWlzxL1sHiFx45hIJNyTKORJ2NSvXP+RO++8nCENqA7tpuO8LUGTLyB79yMvJ+dWlpc8TfSTbchv+vAoSZ6YwukhU5CEi0xfa/QrJFqXvzUecBzgF7/YgMsu64mf/7wPbrppDZTVhxx6a3OYTwf7fMD/+3/NOPDAGowcGcdBB0W8O0LunBXEO3lL/BdATpb06GQ5+s1BMpuW15blNEUq++JKpVCwtWWbIK+ISkK+tjSQNOOMY/PQ+LdtXFRG84Bt88Pb0fr0cia0vm19aDwl6ca9ZhmByHvGmCwjFYlE0NraitbWVrS3t6OtrQ3RaNT90LFM8kR3jqeGF6ejV4aAR//8hAj5apd8dCTloTkuhfI9r8fb0SICra50nuQ8bS2vazpEGkpbhJxPJgoBja8kjrys9uH3lR7wm9/Uw3GAyy/vhXS6MPwKMUwSysvT+NvfGnD55ZVYvHjbxDSdwihpE2BjbAleXr4WmnNG0yabKyPunXDFwM/M43jw+trYtPISd21hVSp33h4XNBsNed8yDaQJhM0oa7SS/WmKVRurTegk7bygkHo8V88Vk7amkS+doykLOlyzvb0dLS0taGxsxKZNm9DY2Ijm5mbXSEUiEff8OZ4GorUWTkNtw4Et2iK8eZqJ+qBvjTaaovUy8ra5swE3RFoaj8rY5FozIDY+0kDSU0bKXIalMdJ4wGusXnKgyZQXnb0caE2e6bffD1x//Rps3OjHNdd0hzHe9NX69qIjhx12SOGaa5pwxhm1aGy0Z1i8fntBp0nfab+lt62ljWR5noaQSkUyGBdsqaw0AeALlNIQaILGr2tKJ59wUfvSUPExeHk7XBlz3GwRhRcDFWLIZXkpiJJOBF4LxlsDNo9WmyfqV46LcOabBPgGB3JM6HBWSq1SREJGwXE6drSFw2GEQiGUlpa6r7IPh8OuciR+shlLSQvO52QYHcfJMaRUlhsDzk/GmKxDaeXrTmzrHZzeksck/Ql/GpfcoSnlgn4TbjQuoONRAm5oqSyfZ4mj5HvCm9rnNPSSSy67RFttvJI+hANPyXOQG694/zbnmONEEAoBN9+8Gmec0Q+33FKL885rsMp8IeBlRKZNi+KTTwL4yU9qcffdGyCb5/OytTLdKSIlIJe5uGfr5SnRf1u0JAVV82hkrt22OEtgE1xbelHz9rRxaKBFJTYvSqOLvCe/bQYlX3+Fej3fNAoqpI5UMvna9VKuvB3pOXMFyhfQi4qKXANDL9ijxwnoNREUQcmoiafzbHNpi5Y03pTzqSl7PkaZqs5HM1v0kI9P5JgIbPjLfm26QM5dPtDkkuMh8ZGRmvY4hBdI582WpZE8bKNnPt1H10tKDG6/fRXmzCnD3/5W5Vl3a+km///sZ60oKjK44YZKaxkvnrBBp4iUCDjxtMknz5YWD7W6QO46Ec+tS8+DGI0WpOmadtyPxNFGbG0bqVQchXgwEl9uWHkZGd1p/Xp5vVoExCNOjcm06EKW1RQlp5tcKC4EZLRTqBGSaSPNW6W2tOfZ6B7nEf7WT25k2tsz76LJvLso6ZaPxWIoKSlBSUkJHCezOQJATjpYozunJUVKtoiGzw337OVmBq2/fHMu55RkUs6HjRe16MLmbMhx8vJe6zOawyX5RuMNbqi1bf3SOEraSJDODh+TVzkvvaOBjEIrKw3++tfVOOGEfqioMDj22OyXKdra2hqnOUMHg5tv3oxDD+2OkSNjOOigtpwxfRPoVEZJKmvbwqrm7UsFKdcAeDnej/Q+pUGSOEgFqwHf7WMT2HzGiNfTjJEsL5mJG3Vp4DlumhdNfWpKRPPkbIqJj1czTBKfQo1NIQzP5487HJpjYBsXX48C9AdvCYLBoMt3gUAAsVgMwWAQbW1t7tpOW1ubu/4TCoVcD5yME+GrGWqbx0z8SoqUPwSu1edGknYHajTj9bR1TgJu6DhoRow7gtqWagm8LH+glq5z3KS+0BxBPkZJS44rzTvpA+mQeDlecvySj7jhkw6a9iyX5txqekTyZF1dGvfcswbHH98HlZUOpk/P3imXzwm0ORdyfOXlBnfdtRHHHNMNAwfGMGxYPKeMrJev705jlCRxbd6/VCb8umaEZB+SofIpcJvAeU1WIV5/IUyhHQDp5U1Ru9zIArlvjuR9aMbBCycvT9rrv9ZOobT6pqDNtde88W9b9MffWSTXJPmc0b1EIpH1zZ8l8kqdaZGGZjh5/zy1aOMdPl6+piZpZIs2NJw03L0iCG1sXiB1A+fhQh08bTw248L74L9leS8nURok/puXo2+KyL1oJ2WPf2vz1qdPGnffXY+TTuqNsjKDKVNieekkx1mIjA4ZksRvf7sZ55zTA48/vhoVFR3vZtIc0nzQKYwSJ6htgdXmWXFCahshZPt0tAcxn/YQm+Z1Ubuat8LvSdw0Za0JiWRQUnBeiojoIvG2rXFJr5fwlzhq6VFeXksDckOj7R7i9znduKdtczjyKT+bUc2nsHg5wkVL23H+4c8d0fqRnDPH6ThRHYD7XBOdGiKNgcTVxlNcuUmP2+fzudEayQLfHk6QSqXcqEOmsvP1LaMiSXcZafB7cp64srcpX4kXd7LkKfs0Zo1vbcpQXpf4cVkgOkm9oOkEPlfS4PB79Jtv4edj5eltiaOkl9Rb1MfgwSn89a/r8YMfdMett27C7rvHs+pqDqOcOw1vPn4A2HffCD79tAjnndcdd921Bj6ft+H2gk5hlIDclJPNW+OehFc7xpicNJwkMjdI2hPovKxtoni/+X7zB2z5GKVC57sFNfrIfiVTkvHlID1nTic+Rq4otHHYvFbuTWqMrdGuUM9JAq+jefu8nM1gc5DGUBM+boj4mXG8Dj8eh68TxWIx10BQXXq/j+1VJVzR2jxvPl98jYs/8AnAfUsw31nIXyGi0cY2L14KXlNwtjI2g8zLcsXM5Vczqjanh//WjK8EqUg5DryedIg4H3IctOhIOhXSiSMdINPOhcg+v07tjRyZwp//vAlnn12Lv/1tI3be2X6orJcBJFrYdO+PftSIH/6wG37/+1pcdNFGte1C5L3TGCXuBWmTkM8roTKaguYMy70duVDMj16h9jQo1Prn8xQ0Jah5TRpzyDHL8XNcNcbn/Xp5tRpI480FTIsCeH/fxAjZwCak8r80TryuDU9NacpXO0gFRcA3QJCBooNceYpNe9uoNhdypxy/J/mZ48B392nnq2lRc6Egy8oUF+dPbUz5+tWUvzQqFDFtDd4y2vlPwGac8/Uv51Q6jDLiK8QgSR0g8RszJo6bbmrAaafV4eGHN2PQIINgUG/Pa4zafBL4fMANN6zHzJl9MHx4GaZPb/3+Rkok8PxbUzD8iBsijpZf5h6g9KAA3YjlS3sBHekduiajDO23BOmVU7s0lni848Vd2sIqXZf00zwcvn5hw0sqX1ubBLSJg9JTcm1ELtZqeNq81Xw04/hq47V5eZqXa+tHKnwge72Ge6/cMJGyo3KJRML9z3eAEn8Fg8Gs9SkCHm3ZIiSbMeHRPj8iiU4Mp9/0BlYejdtoY1NA/D6XC83oc0eS42+bF40n+bzzTQ8aPfg9L36zjYf3re2Uo7FIOZR6Reoeji9/eJofY0X8w4GPQZsHm7MlZWDSpBiuvLIRxx9fi3HjErjppijKy+1RUyG0kvQqLze47ba1OOGEPhgyJIYddsh+OLwQI9VpnlOSUYuNSCTU9FsqT64weKqFfvP//LptXUkzVtJgaZ4fVyjy1Ga52SCZTCIWi7lH09BuLdknV3raW0F5PpkfM6Od4SajJ83z0sZFeHB6ykV+Pj5Ou/XrQ0gkMuXpmR7ZTj7hsAmnnC+ekgWA5mYf1q0L5Aiq1q5URJzmNj6Rv+nhWv7hzzJxvpMGyGYc+Tg5H2ppXm48jTHuIbLyoFiNfzVlazOSqZTBM8+E0NCgp7nlHBF+vA1+z+aQSrm3Oa98PN9E0WpOqTYGL+fO1jc3SPKwV23uuUxrvOY1Rn6fy+BuuyVRV5fCE0+Ecccdoaw6Gi9oY8gHgwcn8dvfrsdPftIbDQ1bb2I6RaQEbP1k81yvzXumraSF7HKivteuDWDFiiJMmJDIEfqtiTToHl8jsnlXbW1pvPlmEDvv3Ay/HznrFV4RhWZQ6Do3TBxXn8+Hzz8P4aOPynHAAa3o1q3wVBtX/rT9WBphor1Mg778cjf89a99sPvuzZg8uQV7792E6urs7cteO5S8lIymxADgnnuqEY36UVIC3HhjDcaOjeGII9px4IHtqKiwe/+yLW29U+PXWMyHBx6owPDhUQwfHkVJiZOVYuK8WqgRtskAXf/yywA+/DCMMWPiGDw4CZ8vd7MOOQu0ZV2uxxSibHiZp58O4913g0ilgGefDaG+vgpjx8axzz5RHHZYFAMG6Kdoe7WpjY3DV18VYfDguHtf0wFan5J38vESQTIJrFgRwMCB9kwDXefz6kVL7qjyD81HU5MP4bAf1dUd+HstJ3jpH+16t25pXHhhK371qwrcfnsIZ54ZQSTioKYmt91C5ssGkye3Y9GiZlxwQR/ceedKKO84tEKnMkpy4Z1AKikqxxfaqQ0O2unKXkT1+XwoKTHo1i33OBq+E0a2IY0Nj0Ki0aj7Xxobuh6NtqBHDwfJZAzGZJ9ULnPL1J9NCVO7/Aw0MkqcLiUlcYwY0Ybq6iSA7PURTiduXLgSpXdPcRpw75s7DwRFRQ569Eigf/8k+vdPoaYmgGAwd23CFjVwsHnT/LfP50NVVRobNgSwfr0fiQSwYEEI8biDtWv9OO20FpSUdLQp13fkNTK2XvwUjQIbNxbhz38uw2efhVBZmcLIkRkDNWxYG3bYoQ1lZQm3rowUeMRIxoz4WG4qoTbiceCDD0K4555K1Nf7MWpUHDvt1I5hw3zYbruOV21TVB6Px+E4TlbELNu00Zq+a2vTGDIkCZ8PeOWVEPr3T2HnnePYddcYevVKwhh71ANkv2GaeMy2UJ+RIx9OPrkGl1zSjO23j2O77TrW6KSB2toIyRZpLV5chDPO6I6HHlqHgQNzt/BLg8AdREk7Pn/SKHG5efzxXli3rhRXX73GmjUiPqT+teUKm0NrjMHUqXFMntyAv/2tFA89FMJdd4Xx4IObMXhwLm9LvaLRTUbHRMOzztqMTz/tiZtu6oaf/3xDwc6AU6jl25aw8847m5deegnGmKx8qkxj2L5tW0tlG/nuad6w7Ifng6UwE8F5eM7XiGgdJhQKuXn/RCKBlpYWl8nkKxCoXS9PkONKH9qGnE6n3WdkCEjx0e4vvhOLj4Mrd6IPkO11k/Gj0wv4zi+eH3ccB4lECOXlTtZaimZQuUGUhsnmGWoRDN+4Ul8fxIoVRRgzJoHiYpPVHxlxGkssFsvaaMJfQyHppQlmh/cOrF4dwMKFQXz6aRgLFwaxaFEYJSUpDBsWwciRUYwaFcfo0SksXlyCaNSP6dM7Ih3OW3JNifMjp0F7uw8LF4bw/vtFeO+9AD75pAQ+XxKDB6/HgAFr0bfvagwe3ISysiKUl5cjFKpBeXkIlZWZkyaIR3l6TJsHml9jgC+/9GHIkCSA7FSw9PDlPPO5tq3TcbouWeLDrFk1MAZ47rm1qK5OqbKoRbc2XDSlzft98skS/PGPVZg9ey1qa3Of+9KcOTI6PEvCnRlyDrSXMBoTxOmn74yf/Ww99t8/4cqQpoeoL5mu1hw0rh/4MkZbWxp//GMYyaTBJZe0qU4ZB5ILzoNyPjluLS0Gxx47AGeeuRkHHdTo4jJ8+PD3jDFjoUCnMUovv/yyGnHYPBP6zxWYBE2RaW0Q8Ank6zP0zZlfHvDKJ52/CI4O5yQjEAqF3Kf54/G4u5ZE/ZeUlLhlioqKchhKgvTuCR9ulLRIiRslYmibkpcCzZUjGVYySvxkalLohKNcT6G2+G/uYNhSTJonz2nB8ZbKTioRmkP+7iGKbvkYpFHSPFjJi7w/UlTJZApr1jhYtCiMzz4rweLFJfjss2LEYg6amvzYZZcELrusDRMnZkdTcjOJpgB4f6lUyn354BdftOPdd/1YvLgSX31Vh/r6OvTo0Yxhw5owZEgKTz3VDxdcsB4HHphEMFiU9SwWH4/kQc0ga0ZJ8hOnO+HP1+K4MeTtLl7sx3HHVWPNGj9++tNmXHhhU5Ycas8uSQMl58U2h3ysd9xRgeeeK8G9965DNOqgWzf9DE0CPjdyHZnqkeND96mNUCiEr76qxkUXDcbTT69GTU02D5FBk0aY0ukyupJ0J1rz0z+++gqYMaMS77yzCX5/thMsx8bXIaV8SmNJv5cvL8JJJ/XH//t/KzBiRAyO42DEiBGd3yhRpCQVLP0uBLSdMl5GyAZSQfM6ctcMD73pGh242dbW5irjcDicdXAnMWYsFkM8HneZqqKiwt2ZxbcWa14zkJt6IM+MmF6mmwBkKQDqg0c10juy0YN7gmSA5esS+IYT+aI5DaTy1QySTDXZ1nu4cMqFcakcOf5kzAkospUGybYhQKM1pxdXRD6fD8FgCBde2Atff12Enj2BXr3SOProBMaPT1iFnf7bToYgHojH42hqasKGDRvcw2DTaT/Wr++OtWsH4MMPB+K99+oAAGPHRnDppQ0YN87kRCx8fJrC4mUkjeV/Tnee7uUOADeIvN/Nm4HrrivDk08WY968NSgtTWXJH8eFzxOfBzlv0gjy+cx8A7/6VTVefz2M/fZrxyWXNOSU1ZxpPj4Z3dJrTGj+CMeSkhIUFxfjttt6Ye3aIP74x4acDEU8Hs/SQyTD8mBpGpt0XLlTSm0cemgFzj+/DZMmxXPGJY1iPp6U5YwxeOONUlx1VU88/PAyVFenPI1Sp1lT0hg/X1QjQbsm63n1LwXM1p7sj5QDRSetra2IRqOIRCIIBAIwxrhP98sJBOB64fQhYyE9Hu6JyqiBe2akWLlwyra0tSrb+LxoyA2AduYfCYDcZSfpxxUGjZO/VoEzOe+Ht5NvHJpR0saqec/SMPI58AIZOZAR5esfjgP86U8b3VPHO16pYN/ows+7A7K34kvZIYeAUpM+n8GAAZsxcmQcvXs7mDSpAb16BdC9ux+hkIN0OnPYJqDvxJN8odGT46rd47SQc8xx5zv1AKC6Oo1rrmnG0Ue34+OPQ9hjj3YXD96n11zwMdj0iGyvqiqNr78uwoMPluNHP2pCWZm+VZy3ycfOxyn74huHSE5+8pNGzJjRFy+9VIoDD4zn1OUOKPFDoaDNyVFHRfDww8WYNCmu8rY2N1LW5XXe38SJbZg5swHnn98Ht9yyyhO/TmGUiOmkt1JIlCOFRIKmwPlvzRBpzGvrH4Cb/qE3kDY1NbmpOXpHTTgcVr0JiqRIIXHlTcxD5WyRII8saNsvpQ25UPDftkhFG7c2fo3xuKIkvPIZJNtvHl3w8clFf+mta4aHG2WvcWu/+Xhp/mRqd2vAZhBtUQU3Yl4KW5bhZcnpIf6ifowx2G23epSVtaCiogIlJSVbnKdgFg/kc854GUlHL4MloyEaL+cdPqdcRkePTmxxBvOi5rarybKUMU6bjm/gZz9rxqBBCVx9dTUefLAMZ57ZmNO+1p6kB+dd7pzwx1cyToQff/xjE045pQZ77LEZ1dXZazicH8khIXpp4+Ug+QsApk+P4uqrK9Dc7KCqSn+u06Z/5fjoumzjtNM24rPPwjjuuAEqXgSdwigB+htXJWiRAq+bzyvj7WjeXr5+NE+FjFF7ezva29vR3NyMTZs2uSma0tJSFBUVuWktmUfnkQSPlGQkY1ts5rhQOpCiNlLE/BRqSh1yBS3HL5W3zajLsQDZO4FI2LhR4MIgHQNuRKiMxJErLE4b3if/UN+yfzkewlW7rwm4rGtrV46T5pyvf9ja4fNACkzW4etxclGdR1FlZWWuHNBDmvSfpxQ1j5v3x+fDZrg478jysk0tYiL8tbURop1mxKXhsoHN0Gn1eJkjjmjHlCkR/O1v5YjH4XkigoyGqV/6phdEkvNJch8KhRAMBlFUVIRddgGOPz6Gyy6rwO23N7t0Ip4n/UN0I9kmx1Drm88Fv1ZWZjB1agz//ncxTjghmjNPXg4pldOWFfj/ZBIIBICvvgpb5wboRA/PSkJpClBaYbnxQNv3TyAVlNyZY4sqOA4ST75GQMaJIhXKFXP85bi4h6QtntsUHb+veaOcHjZFkM+L8ooC+Pi5MuQKUaM34cbTjNpDxTaDJSMeuZYk13u8xkmg8YIW2Wk8ZzM+Gr34N6ezRlcNOH7aGDR68+tFRUUoLS1FeXk5SktLszbS0LxoDz9rOPDfmhNQyHXZps2h1MZuw0MDm+fO2y5krNRGZWUa553XmPMog82hkA+686iVb3zim5vIQPn9flxwQQxffOHH00+Hc3ia8yMfq0YPLxoRHH10BA8/nG0wvNrk1wtxBoJB4OqrV+Oss3LPxePQKSIlmzGSZWzXZWqDFJRNkDWvSFPe8p5UxnwbcTQadY0SnXOmCYz0BKk/bedMIaAJDhkK6ekT81Af/LqNtto9bpj5UUY8ipGGif5zg0l0JGFNp9Pq+300AeO4yEVdAk2JafTjeAJw1wGl8eFzn06nc1JhNmNO5XnErs2bVk/iaos4tM0opBRpPKToIpGI60zxaMpmcDnwNKHEQRoKra7kScJT61POLW+D6vMIUtKN01b7bSsj+9Fo7/M5SKftNKD2OtYHs3mIr8GS/FO2hK8ph8MObrstgqOPLsX48XFUVXU8LEyypNGgEJD0njAhgfp6P776yodBg3IPDJApYi/n1eYEhEIOzj13A+64w45XpzBKANR0hs0TldEK99alksnnPXNmykdgMkS0dkNHApG3T4qZzhXj7ROOpHx5qkg+8+LVPwkqpwVPnfFFU+6p8ShAGzuPZLgi0OaAxsJfjaAttEtjwSOk9vZ2VxGS90inZ/O505S2dDJsDg3/z3e7cRx5m7w/2i7LDzXlwiiVJI3TZkCJZtoYqD5fH7A5U3LuOcg0NU+t0k4roi1P/RB9KK1HxouP0abINSOr/ZaKTCp73oY2tkL6521L54u3y42BTLF5gVTKHBcuN1SWf/P+OQ6EJ/Eff0yD6u60k8Epp8Twi1+U4Y47Gtx2uFGisdj41EuX0rfPZ7ZseAjj4otb3eucb7VshqS/nC/ZVz5adxqjJD0oIHdg2hZEmbbj0QlfPKSJk4vtWjpEM37c8PH0HBd8KdDSQ+PjkGPlfduuc5DGlDM2H7M8s03S1UZrL4MkUz1yAwc3cPybaEcbQkjh8/U0Pm+Ad6qRj0Hyj8Sd2uACprWjech8DqUS416v7EsqBq9xcNrmMz6StzgQ7fn2aKmoCFeaN04bTZZsisZG43wg6/FxaeBlrGxtaf+pLb4xhDspWv+aUveKbrW6+Zxg7jDLpQSCc8+NYb/9yvDUU2Hsu297liNjW2+26RIJvM6sWREceWQNLrqo1Xo0kDRqXDcX0s/3zijZ7mnrR6Tg5AYCAFnbK/nmAe4taukU2SfvWx5uSvdJkdKp2bSIyT1srU0uEPTt5SHagO964+kaboy8tmJ7CY1cF6Nvfp4ej5T4HHB68+eZotEompqa3M0fPLcOIGu9g3DkzkMhQsbpKA2J5snz69yL1RSxNIByA4L0giWP2drl9NTGxEFGHPy6bJuv13FakuGhMnTyB48abVGSxE3ytMTbi8c1R6IQ8PLGeV/cyGsZAc6vsn0+dxJPzWDzueX4ybYlX9joTVBUBNx6ayuOOqoco0c3IhTKdhLl2hLnTU3uNUin0+jf36B//xTmzQti4kT7m2p5P/Jju8freUGnMEpc+QG5HitXhHSiNqXNIpFI1kNoVLeoqAjFxcXue2VoYZGUNU2WpqxkRMYVLuHJU2Q8CqOn4QknPkZKj2hjpTKcHl6KWAokjZl+84di5TNPmlLgAuc4TpZi5F63jI5sAqHhTAaptbUVLS0tLo3oGZpkMpn1NleiqdczGLIPiQfhzOeYp3M1zxXoUBqEDylwvnYmowmeGqM2+OsqZNSlZQK4Fy/Hx7MAkof4XPG55Ot9vCxXWlLGotFoVoqL8yjHQeIuxy6Nv3RWNAPCcZTzJuddLvB7gUZvft0WfXLjr/WjRZNSp8jfWh8aT0oYPjyFU05pxxVXdMP11zfnlJNzJMdqo4scS2bDQ3GOUbI5zDaDI+dTy9Ro0CmMEtDBgCTc3Iuj+yQ09KR6IpFAW1tbVuRCXh5fiCYh4IuC/FubNK4kNKYkZc/xJqaKxztOMgbgKnl5PIyWOiRBk4rYJjR0j765QZIKhePk1abm3fIUHKeL3AjA25ZKWKZb+focGR9afOfGlCsnL5B4ymvc2bFFS5KuPKKW62b0zfuQBp7/1lIzmlHlfJ9vzuX4vWjDFbB2j9OJry9R5C374WMk3KUzWei8ad60rQ1JH69x2wyBDQ+qY2tLjt1mNL3wkeU5jvnaOeecdhx8cCWee64KkydHsmRckzmOp20+JP2mT4/iqqvK0NzsWE/St41JOnffBDqFUeLKTXpUWqRE3nYsFnN3EslUGgA3BaSlI7hhkhbfi+G5YuNpMzI8pFgBuIIN5G65lfl8TguuIKhP6pdf1/Di4+T3OJ35NQJpJPm4Je6koPm8SYOk9cEVDY82iIY+nw+xWMz9TY4JKUXNiHPgR6/IV4JzOtJisqStxFne49EFnwfOr5yW0nPlSkFu4uApRs4D+ZwQbYOJNh+c3/h6HdGJ2iG8yLEiw0T3NKeGxszxIvxlKlMCpyXxkjzJg9NYRgBSZ/B7mrLnc8CzJRr/2iIj3o7ESzoktuhFXrM5C7JsIAD8/vebcNxxvbDTTptRUhK1GiRel9NRzqOE0tLMM0v/+lcYxx8fseLEQcsA8fJecyWhUxglAFmpLrlQDsDNefPnWjTFwxf3NY9UYyLeJ7/Gy9k8DE5sUqK0pkQKku8AJGHlaUHOUCTcmvEoxAOhduS6iGZwNaHVhJ7Wfrgx0hSGrCdTNIQXvfSO3yP60+48qTDlaz+oH23dT6YUpTdJc0IH45JA8ZQV1eORNPGWHB/hyB/q5EaFR1ucV0hBcLrzery8tt4BZL8CQvIA71v2z+/zMVB9HsnyXXqyf2lIOQ209TTbN6clpTz5gcQyAuMgx0901IwNdw6kceJ15Vi57GoKn/ONDQ9eRpa36Rxu9On3dtslcdJJm3HttQNx1VWfeG6SkPLO6aiVIZg1qx3XX1+eY5Q0+tiueTlUXtApjBIxItDh1Uni2t79QnWIqeTuMzlZWgQhmUB6tYQjL8vb4MqF0oa0LZyfEk7tcK+Ve7G2jQ82z832X3pwNu+kkPZkdCQX4W2erDTYdI8Ue3DL4/A0Zp4mon5JcfOUm6SFjDzlQ8M2JcxTvTR/XpEJ75u3wemgKWCtXTm/vB/+LdsuRKA57xLv0ykI1A733uX4Of216J7zcj58Of0ljhI0R0fTA1of9F+jlU1utwZs8iP1RSFz9E3KSNo4joMf/KABL7zQDy+91BMHH7w5S89p7Wnftr4BYPz4ONatyzyzNGRI/p113yZ0GqNE3pjmvXMvjE8Mf+gS6Dh4kowCP22bohV5coLmgWqKlf7blIs8cp+ENxqNuuX4szJcUfGFX87cXPHavCpJRzkWeS+fxyk9X4pWeBRC7fGogfejfcjzJQ+8tLTUjSgJLz6X6XTaPSqJp0TleLnxIhpr4+NGST6s6/P5XF7R+ELW5fSSqSdtDigVKTebaIpM8r42N3xuOT9p/ZKDRrzHU4s8jcfxlmuGMqKnOpwu3JOXuMj1UbkOS21Tf9KhkuOTxpNAyqmX08bLUZvaZhROT66ftLnWgDtAWnvyt/xvk6Vg0I/f/W4NTjllAPbcM4bevbN329r4q1AnwecDZs6M4JFHSnDxxS05uEj6aOPW/hdCs05jlOhUa87AkpjaLjstT033AoGAeyAqX2/RPDzZjmQYjZgyh0rMIBeG+Y4o/jwLX5QnvPj4OSPbJlX7rwmffGCQe6KFAFcCNmGV9NKYmOaFXmTIjSVvg2ih0Z/jIXHiv+keV8TayQWS5txpkMqfDBdPZ0qDxOlPqUiuMPi8aEpYizw4aEpFS8vI55HIseDPsAFwnTZ5sjzHkcYso0WOg1fkxK9zI2PjX6Itj6TlfTnnkid4f7wtakebZzkXXiCNm1d5TQ5s7Wh1ZTrf7/dju+0S+MEPNuK3vx2AO+5YbdWHkv62+/LakUe2YdasOlx0UYv7zJJmsDlIfcD5ySvy5dApzr4jBuRvY+S71XgaQUZLBDLS0ARGeqTyvq28JmRyLYP3R8whjw7RzlLjbdh2tsl+tLF6eSBS2cu0piynGROvj5d3L8fJmZS8eNquz88E4/TS6F/IuGV5+XAoT/fxNRSuMOW8cvpx/OT4Jf20SEpzNLwUh9e4CS/NkBIvSuNI14nuRHup3Gz8KPvXaCDHJ+todTXZ0D42x8dGI4mPjX/y4St/5wMbnra+NPw0efP5fDjppCa0t/vx5JPVW4WTrU8OAwaktjyz1HGg83/SR6HQaSIlnibSDARXHHJtif8nwSQDR4Kn9SnBxnSacpFrF7yO42SfOM13qkkcuMDL9BBfBOfRFBdIaTg1Y2pT6kQ7mT6QNJGKgONOqTApPHJ9h+aEDqylSEieOMHnXyoe3j71KaMkfpYbkLv+w6MlbqxofPSsF41dKnq+npJOZx8XJfGmOeV4y3mzXZcglRjHi9eVqWnpCPAt99z4UPpSroNS+5x+1B9PWcsMgM0AaIaIj1nbeCHpIqNdjY6cnzlfSJpKz17e479lRMrlhvMMv8bnSCtHfMRlm/MsN8xy/jObdYDrrtuA447rg8mT16FPn+xNMhwHG09p96iNo45qxyOPFGPSpFjOPUl3L+D385XtFEYJyH11hRQ4miDp5fFJI+MGwH1olhZ5ZUqN+gFyQ04JUolLhasZJvpNHj8XbK9JoafqCUhpcAUjvW6bx5nPq+E01gwTKQYbvjza4ikZLsxcQdFBtdI48znlhlgzSFLR26JGMj5kwDjtOF2pPUrv8P54upfw4YqaeEtTsFKh0W9t3iTNtYiL1+Pjl/hxmkpHhxshmjNOa0qn8rU9qdD4dW0dRo6LK1k+N7KspKGUfc5HPJrlwNuStCgUND1g+y+NbKFt22jBcbc5LVSGz92QIQbnnNOMX/yiBvffvykv3vRb+0hc+XuWKirsywO28cpxFUKrTpG+A7wX0aTFtxESyDUamrdt61uC5j3x8jIdJPsk5uE7Avm3trDK28nHAFJg5X8tZSTH5uVF5fOAuDGR6UCbUGnzwb1QHj1R+pNvVuHHRvFrnK58U4vtwyMA7tDINB5XfpLv5Lh5dOGlqDWaevG9jYYaXpKeHE8ZmQK5h/hSOlWugcn51NLWxBO8bzkW2/gl3jLC9IoabE7h1oIXr3/bkI8WUtfI8pL/fvCDNsTjDh56qDSrHY0PvfSnBHpm6d//Lrbycz7e3lroNJESkLvIyBU73SfvgqeMZHn60MKupmC5xwJke4A2vICO9I9c/+Ft8SN+bIpaGg9+ne92kikSWYb3bVNK/LdMj8pxSmGQConTjys7PgdyMZ+AOwt8jqSA8TFwXHiKyKasuMOglaF7xBsUFdCzS9yh4P1Kpc+vcz6lMhwfjd5y0Z3qUFnJ8xz43MuoQ6ZS+TcZJLomoyEpQxpfSaPEgfOpFsnwKJfTk0etNl7l7WmPJUhlzWlD6TsphxIKcUw5jTht5G9ZVutLi0zkeOQYuXxJo3LjjQ2YMaM7Jk6MoHfvDhpJ3uWOidSxGj2OPjqCa6/NPLPEeUPizr/5+CVt8xmuTmOUOINKItJ1IDsdwFN4dI3K8qjE5kkCumcqy/C1Ds14ybw2P8mBGwU+Vq6Uef9AxxqUzQOXKRiucLmykcyrCaX0wuV1rnzIIANQve583hdfN+LAlZEmxLJNjis3JPJZHL7OKOeP2pX0p/+kxDh95bqEFHTen+ZY2eZBjpfjIcdL5bmwe9GL01SmPnnf0hjxMjbgNJU8LlN2HG/eB6VA6T7nD25g6ZotSpS4SuXIx+ilIOWc2Ogrr0v+lN+c/l4youHvNR98PgcOTOPcc5tx0UU1uP/+dZBdcKeP96PJJL+/xx4JrF/vw9KlAQwa1LG8IOnrNQ5tPmzQadJ3WipEU6i8DClE2rkld23xB2gJJCNx5rNFPrKsbIfqcwHS0hvcqPB0ipYi4VGFtqGCt0O04LhQff4iQjqZwbb7zLY+wz1m6lduUChU0GT0yGnnldrjH+pfrkXxuec4evETnyu5+1OLZLUx2T4yXagZIT7nXPlImnBe0uil4SXx0+RLG4tGW+58cJA8LvlUAw1niafGK1pUzOtrSs/mdEl8bQbYyzB70dGrn0L7yoez1ucJJ7QBAB54oCwvrppcadkKnw+YNSuKRx4pVvHWxixlmLeXDzpFpOQ4jrpDju4REEOSIeIeMfeUHcfJebWwpjw1hUD/Na+WJo6iL55GkykVzbhqypvw5sqRrlPExT0ZaoPTi+pxnORDpNywcKbjwq09I0XjoTKclnLXHOHCmZErFVqroF1ecl75nNsYWfvNPWrepk2giUZkpGW/FBVx3pIRslSInKbci+a8xOdPjo3jJa9LxcnpzSNXKfCcLvzhWY6LnC85RqIF5x8bPTkttHJ8PEQnGUXRb7nux+WL08hmBDmNqA2Nd3gbFO1KOtnANkbersYv/D8vJ2mszb10EKUuAdK47rqNmDGjJ/beO4r+/VM5ZTRHXabcpUzNmhXBjBk1uOiiFvh82bh7GW4N/3zQaYyS15ZNriyIeFxhklLmD4hKAyAFxYvhJLNzkKkZvlWdTxD39jRPVfanRVfcI+bCQgxF31Ih0W9t3YkrPrqn0dumdLUohCsAXlfSg+NKY5Hj5LSyGRWv/LdmiDkNKSIigyRf407jkg6CJlRcsXA68F2hcp75t6S7bFeOSyoraTQ0npb05LSzjUvKDb/G51ebPz5vvLw29nwKSuMB6WBpekOjAcdZ4kjAZYv6sukJTYa96njNbz6aSMWvtc/p0qdPEuee24CLLqrBgw+uRyCgZ4ckfhIPTrcBA1IYMCCFuXODWdvD8wGffy7fXtAp03fywwWL776Su7T4w5fS2wTskRGHJUuCeOyxcrecTJFwXOTDntruLy0VIXeCPftsNb78stQ9vZrXB3Lz6fxDOEl6Sc9HKrLSt97C4F/8Ar3//GdUP/ccij//HOm2NvXEA5ofbYw2Y8/7yvwH/vjHXm4daks6Gbyel6HhoJUDgKVLQ3jyyVrVIPGUZiKRcF+Fwl/eWKgXyPnihReq8fnnpdaUpi1KsilfbVxSqV17bQliHnqCGxTJKxqevJyMPjLXfLjmmmqrkdR40ytysuFLv4nXnn66FGTnC5kfCdw5kf1r7W3c6MONN5aDLnnNkcSb/mtjlv3x6+++68fHH9sPh803Nmrv6KNbUFRk8Pe/56bxOKTTwLPPFnm2TeM6+ujMsUPbGpytmdRtBSNGjDD3339/znWeQtI8RVIyUokREEPTNlepCDWlYQwQiRiEw9neIG9TGjvev0xD8d98Vx5PicRiDoqK0jBG30lGtJDKhSsPAqrLjYvc4myMQaCxEWWffIKS5ctRvGwZipctQ3jlSqTKyxEdMACRQYMQHTgQscGDER8yBOmqKgBQ1+kAuAqdjqohvMnQOo6DWCyA0tIOukjjR3V4NOVl+KRnxw1KJoJNo73dwOeLuhEtve6EDBE/WodONSgtLUVVVRWCwSDC4TBCoVBWpMjnmUeexhhEIgZFRYDj5B7lRDws505uYeegrZ1wgxIIBBCLFaG8PNcR4SCjGwK+tkjta8ZG3mtvdxAOZz8UTrjxbfy8f00pS5xsabZUKoU1a9IoLk4AaHfpwp0j2S5/aF1Lm2oOL82x3+/HffeV4tJLa/DkkxswZkxcpadNf2o6S0agkg8cx8GcOUFceGEZ/v3vJvTqlcqZH9kWb18+pF9fH8CMGb3xyCPrMHhwx4Pu/NSOVCqNYcMq8Oabjaiuzp0bzgOtrcDuu9dh3rwNKCvL3t3KZVhG0Lwtwnf48OHvGWPGarTrFOk7wP6Am244OhQ1n3xNgKk8KWfeFlcAHQwLFBfD9Y54CCv713CnF//Jdum3ZhCLiw2M8cGY3C25sj/NO5MpRU43brT4/WRVFRonTkTDXnu57ToAijZtQumKFShZvhwlX3yB2hdfRPHXXwPpNOJbDFR8yBDEBg9GYsgQJHr0ABzvnTU0puLiNCg4l3SQi9g8xWKMyVEqvF3OA1zojTEoLk4jHneyeICiJIqOqD9yFGxrf7wvIPecPQAIh6l8dvprWzh/1GZpqQHg7aFzumhteMmOBiUlJotf5foNn0fepqaoCgGfz4eePdNIJh1EIr4cBUxltHalXPDrmn6h+iee2IbKSoMXXghjzJi4yneafuD9SNnVHCoOU6bEcf757TjuuAo89VQjSrYyMOH99e6dwoUXNuKii2oxe/bGnPsZPIAdd0zh44/92HvvDsdE6hkg+z1Lxx3XntWejQ4afraxE3QKo8QVp5xEuq/VIZDGRhKHexoUWfE1DtmmZCjbJGmeD19fsbXLTy3g7VOfvB2b58E9RfIutS3LMn8uPa6sbwCJujo0deuG5rFj4fN1nJ4daG1FeEtEVfTVVyh96y0Ely6Ff/NmxPv3dyOrtv79ERk4EJHevQF2iCbhaIsWKJKR5bnnLA0vHwenG/2Xay08aqSNDnSCBqez3H3GQSpffl1zDDh+EmfbeOS4eHk5XglalKEZG/rN25LtSk9crunyNqgM31AhD0G1ja8QRcUjRImThocNP2mINMPEfx92WCTnteCFKmDbmPON9YQToli+3I/TTy/Hvfc2ZK0JFcIrHGbObMWzz5bg7rvLcMYZ7WrdnXdO4qOPAq5RksDpffTREVxzTblrlDQ8tP+Sz7ygUxglQD86hQt6vuhDpkn4t1xTkE+xawyvMaoXMTn+chebV3ltTPzhQ+4R0m+ejuP00pSpZNaioiI1bSYFlq95FRUVwVdbi0RtLRJjxrhtpVIpmEgE/qVLEfzqK4SWLkXtSy8h/PXXCK5Zg0T37ogMHIjooEGIDRqUSQUOGoRUaSn8zc0o/eQTtE2cCEdEcnxjB42DlB0ZHU2hc0Xk9/uzzj6kh2MBZK0rcQiFQgiFQlmvP+Fn23FngG+E4P1zYyjTWtyg8eiQb4yQC+38Ox/IqIT/zmfAZPqFp7Lkg8iyTdk2dwK1lzPK8UmnTypuPtcyKyCNkhYlajIiZV46Sbx+bW32PPD+pXxpjoh0KLwMIt2/5JI2nHVWOS65pALXXdeY1b4tMtPnGLjuukYcckgP7LNPDNtvn1t3p51SePLJIgDZ59tJnBzHwe67x7F+vQ9LlvgxeHDCEyd5zyvI4NBpjJJkcMkc2q4eCfJhO87IBOTNyV1LPLdP/XF85O9Cx5FvjIQTHxdXbACy8v1UngRfnv4gN1hoONB4pTLg96gdapPuc/oaY5AOBpHYfnu0Dxni4maMgUkmEayvz0RXX3+N8nffRbdHH0V4+XKkS0oQGzIEZW++idiwYdh49tlonToVYMaUK3AOUnFroHmNNC4yNnw9kmgXDAbdRwnks0UcF6mMpKKR/UqlxO954Szb8BqrFnFoippfk7wg2/VS8JImtkhF61/SwUYPjZZSL3Bn1LYTTxoBm1HiZbY2EvKKgLwMpm3MPh9w881NmDWrGrfdVoYf/rDZqtSlDMu+e/ZM4ZJLmnD++dV48snNOfjtvHMKV15pfwaJg8+XeSvto4+W4Be/aLKOleNSqDEi6BRGKZ8nJz1j6WFwRpWCw70pKbzS8yJvXO4s40pZEzDurXmNy4tpeXlNcLUFalofofHQwbP0bVv45gZew0Fu95Z4880U2twAgFNUhES/fkj274/WSZM6GBNA0ebNqHvuOZTPnQv/hg2oueceBFeswOYTT3QP0pWKjXCTis9GUxmlkJENBoNuhERlfL7MTsri4mKEw+GsZ9u0Nnn/HA+vdVHOczahpd+FCK/sn9fVjBDvT94n2ngdvkvt8xSebb2I48ezHTblLDc3eIGUEbmmpOGjGSX+0eSWxsC/ebs2+hSCP5WVfCENVDgM3H13Aw49tBZ9+yZxyCHtKu/YZJnDjBntePrpYtxxRwnOOy87Q9C3bxqNjQ6am4GKitwxyTHPnBnBkUfW4qKLmuE4unPh5WDlg05hlIBvfpIvjyj4egIXMCnAPFUhj8cnpSyVmWRoLhiat6V9e41HM4AyWuAREgExAH9eiiICmc7TjIx24gHHWRp7qQi1ebDt5CJI1tVh8/TpaDj2WDilpR0bDAAg3XEsEJ9D6eVypST7Mca4D1cbY9wUZCqVQigUQnFxsZvCo7bpxYN8p6Zm1PkJ1VIJk8L2OpuNK2pNEWkpOFtUIY20Dbz4kM8fRRryFG6e7pWpVfrI/rkzaBuPRoN8Tpycey7TtnU9kgeaT00uOC48Zant6tVwskWGWhmSbZ6tsBnH2to07r+/ATNm1KBnzxTGjYvl8LpmmHL7B667rgkHHdQNBx7YguHDs+/tuGMSH3/sx157ZT/bSL/52AYMSG95ZimESZOiWfjy8tr1QoxSp3lOSQOvyEIKBff45Lls/J6Xh0QTwXdoyedZtO3VGs5SyUvcvYRPa8OGq807teEp6SR/c8WvOQrSSGiGQuKtfVK1tUjTVjWlDikSeRK4Nt+8f8kD/CWClJ4Lh8MoKSlBWVkZSktLUVpaiuLiYndNSVsH4bTl/znutnnRgCtS/ltb65Og8YPsW6tjw0OjvxyvhjfHU/aTjw42vvDC0XbPFi1oTqSMkrSoSePpQnCROHF6SNrIcl56ZNCgFO64owHnnFODZcuKcsZd6Lz36JHG5Ze34Mc/LoVYTt1ilLxjFN7W0UdH8OijW//MUiH065SREhFYCggnilzz0RQ7j5gkc0ilwPvmqR+ZBuLn7fEoQ+6o4319E8aWYGNozUMFshebJR6akMp+NFy1bcP0kYv4Wnt8LrnS4w4Cj3Z5ea1PLzrJfvlxUKFQKGs9joA/gyV5gniJ/7f1x2lgU5acXrT5hvCTzgCPoKTh5yAjBZtsaEC8wGWG2uRj0hwgCTYelY6RxFfONR+DZgAlHnJOtOwA5x/p0PC2+fqUpiNsYON/bVxSBrRIgnDbbbckrryyGSefXIt//nMDqqpyn8+UdXmWg8Zx+OERPPNMMW69NYTzz4+790ePTuL550Pgmx0kcL46+OAorryyHM3NPpSX67v2tPkvhBc7hVHSJlFeK3TjARFAbpWWz5QQgfjCutxmTQpD4uE4DuLxuPsQmozOgI4H8DRvOp9Ctd3zWpjV6mteK9+xR+CV0/fy5GSEQOPmfXLc5fqCVAaFjEkbm8RXq0vzQmsnlM6ztcl/a9GLLCONknZN0oUrC35dPkQr6awZIz5GbsTy0YvTnxQjP2ZJOgRcNjg/2dKOnMZy8wjxss2wSd7gcyEPKyZZ03ag2rIC2sPKWv88lafhqtFZtiONHm+fGygbv/t8PhxySAwrVgRw6qk1uP/+tSgqSrn6yXGcrBSlnLcOvQFcf30r9t23GgcckERFRRo9ewI77ZTE9ddnRz42ngEyzyztu28M//pXMY49tsVKC4lHIdBp0nfS2MgPkOvha+VkeZ5HtqX1tBBericQU/K1G0rn8WdfeMpMOxS1ELCVlYapkPSDV/uagpT3tKiAzxGva5s7zUvl1/ONuxAaeeEtQa4teNErX1texrqQeedlCuUXW8Rgu1cIeM2braxtHFQGsEc4Xv3y+tS2V3pTa8PmxPJ1Yrme6pXqk2P2kg2NTja6ajLI68v/55zThmHDErjggjokk9knt2h1JW87joMePYCrrmrHrFmluP76MBzHwaBBBhs2+NDaqm8O0Wh51FHtWSm8b8J3GnQaowR4r0XIzQeSWTQi0n9pkPgzKPKZJe31B1z5krHhpwLQyQD0m69DcQNlW4cisAkf3aPxcFz5aztoQZ9+2xQtN5iaoHspEptQaXTXHAebkHPctI+Gm8Rfex2HdBQ0wecpQzkffIx8rFqKT6MVp5ltlybHTW7uoLa1tR0vQ5zPoGmeP+d325qrXMfj7WjOCcffxvs2h5CXt80pry8NEseFyzPJuM1QyDbkmDk96FtT/vmMu5wT3qZNnwEGV17ZgJYWBzfcUI1YLObqGRtdOV0ybTn48MMAVq3y4bnnimBMJoIaOTKFhQs7kmcaDnyMu+8ex4YNfixdmnt2nmbICoVOkb4DcgchB2NTsNwjpd9A9svfeFnbbj2bsPJzzbTcMjdUVE++ckIauHyMqileeY4XCZa28C7xk/SzKS6NsTU8bYpFU/j8mlQWtja5pybHIa95RQiagrD1KxWoNueSN/mYbX3w//y8Q54ylXzHX0fBlb82l5Je3IDJdVp5X3rEEk9Znpfh6VgtJczlkepLA8jHzukleZ9+85M45OMI3OmU886NhjR+Em9OK16fy7GmVyT+/H8+uSPg6W2ikdRtmd8p3HTTKhx3XD/U1VXh6KMbPXkx10gDV10VxeDBBj//eRjvvefDrrumMHp0ZrPD7rsns9qy4evzATNntmP27FJceGFMHaPmuOUzVJ3GKOVb6JOE5szsxVT8P2+TvrkCorKaJ8zLSUGSSkYKIzce0pvTJl1uR5XfnF7auDl9JKNKGvAxa4wo6e0lWDanQf6W82xjUq5QNOa24cEFmcDLIHLlU6ihk/XyjUcrw5WqxN2rX609fo0rdI2PuaLXZEumh234aGP3mg9uxGwyy39rBkm+K8yWOfGiE6enl4KU/Mrl1msd1sYLhTh4NmPH5yCdTiMcTuBPf/oKp5yyHfr0SWLy5Kg6l3KeeJunnZbADjsk8fbbAeyySxw77ZTEnDnZUY8mfxzPI49sw6xZ3XD++ZvhONm6w2bM8kGnMEqaQNju82uAHu4CyPF2eVkOmjfJPVp6GFVGQ7YdOZJZjel4WR83eHys2iYMEkRujOQYHafjZX9eBokDCbJmIDQG5N6tVGRy7PlAOhVeCoH3YxuLxhd0Xc653Ikof9vmU/Zl9xrzv4eHj4nzGC+vpYD4by+Fy9sigySjX6nUedvBYND9TXzPcZQbVXif+YwolwvukMn51VK1lH3g67jUHj/5X26k0BxHSVd+34Y/jwq57EoDwg0Wl2dOM5uzJ6/xdh2nY/coXz6oqYnjmmsW46KLRqBXrxUYMyZ3TY2Ab4LhsOeeKey6ayYy2mmnJG6+udjtV+KhOW39+qXQv38Sb75ZjIkTI1k6xGag8umLTmGUAO9zu+Q1KUzymhdIItk8Ez4JdF1uYuBCa2MG7h3yFICWguGCmE/YJaNrTJQvz28TXi/lazMCNiMlFWu+OraytlRUvuuFzHchxoiAKzZNSUvc+TUvI+LlSNiMbz6g9njKSfIwtW/b7KOd40dAik7yLMdbkweNTtL4cRylQeLOHT1/JnfSSceKR42cLrIsry8NEwdp8LW0oKanbM6K5EEtkyL1gjEGO+wQwa9+tRI//Wl/PP74BvTrl32EmDYHEsJhIJkEhgxJY80aHyKRzJsSCtWvs2a1YfbsMkycGMm5p9EwHy93qo0OHPJNpFbGpvS08F7bJGFrn8rK3XtyJx8vL6MREjaegiBhkx9+2CoHyeSyL0kvL2OhMbimWPIpaS+6ec2hNldavULK52vHRhsJXgZha9rSykulxT/yoeB8dLX9pzFohtim9LWNIZphsY3JxoMaHXg0ZNvMIv9LWeFZAy6D2lmFUv5sRl+jnfbfS+7kJg0b3bR2JJ587mzzzO/ttVcrzjprM049tRtaW/Uj0SRNNPD5gGHDUli0KJBT1ksGDjoogrlzw2huzm9O8ukOoBNFSoCeSqLfEmyKl8C204mH3dwDpP8a4/L/nNGkAHkxGm9X7nqygabsaJODvE74kPBz71WOhXCVi+3cc/RiaC9jJ/G2KWztmhax2f5TPZsQSwNui0psRlD2R78ljTSe4fNjU5S8Lm2mkf1Sm5oDxb+1TSyyD7pnc0CMMUgkEq58cK/Wy9OW9JCHB8s5lOtZEniqnHa00ssjSW4cJ/vlnXJnHNGU04Cn3/mYJX/QPe35JUkLSV/JI3QGJe9Ljp1orc2TpKOcc/4g//HHt2HDhlKcdVY17r+/CT6ftzNvg9Gjk/joIz/Gjs19IFbKKOFdWprC1KkRPP10KY45plmVZxpXvv6BAiIlx3H+5jjOesdxFrJrv3YcZ7XjOB9u+RzE7l3iOM4Sx3E+dxxnWr72Cdl823kL8eqzBmZZAJVejnzYTot+pAfL2+DbzLW2+JZt/rpz24e/tVNu+abjcmSf0tPm+NkUmjYeSRs5Tq09m/ek9VFIGa28zfHgIMtpeNrwl/VtdLONg9OIH1Fka5/4Th6DJHnI1q8WleQzPtJx0mjKjYH2ehRtG7XkHcJfkxVeR4uUuA4gQ6S9qp73JWWVgNOPX+f9SboVArJv23OPQPZ706Ru0HSLZpQ03gHg6gZ+gPAll7ShqsrgkkvKAXjLjuQdgtGjU9bjhjR6Ahlaz5zZhtmzSwumoxcUkr67B8AByvU/GGN23vJ5BgAcxxkB4BgAI7fUuc1xHP2RaQGaIfLaYJBv7UWCppC9jJVkMG1ypWGSjCeFVRocm0HU0oTSANkMUSGK2Muw0Fi9jJqNtvK3jfZeBsYLp0KMk22utbpSyGzlbWOyKeZCxqCl8DQlJ+tKZSujS/5b7rSz4S/L2xxCSQtNlryMvqyvGU7ev5bO5gbS9oiFhodGIw20tjS+scmHxg+FyBt9CjVMFCHxE+0DAR/+9KcWfP55ALfeWtirKOS4MpGSPYFmkz96Zumrr3KfWdpayJu+M8a87jjOwALbOwzAP4wxMQBfO46zBMBuAN7yqpROpxGLdZy5ZPNybEpVGg6bkpQEtaUQuKfHw2vHyd0p56UsJW481VGoIeW04G1JBURCTWW1NSmNDjQGSUNNIKg8r5sPNPprtJL98Wv8vy1VaEv9aeXzpSll35wmXnW8DB9PiWk0t+3+4+U4X/K6HGRKVhsXH4fkBYogeERiS99xPpEGil/T+EfujpQbG/hD6WSktAwB5ym585Xw0HbEavSR45S8K+eeNoHYZF8aHerTi4/4PSnTZIzJCBljchzc4mLg739vxsEHV6J//zQOPzyeNRYvfAFghx0MVqzwIRYDQiEdN4ljhrcz28Mff7wMF164OafO1sB/sqb0Y8dxTgLwLoALjDENAPoAmM/KrNpyLQccxzkTwJkA0KtXr5y3gG4pk/Vbeh5A9nlamncp25Fgy3tqOEij4rUuJPHwirg0hay1oQkJZzLqhytAL7D1Jceqlef/8xkKbU68cMmHr5exlULnJYCF9OV1Ld9/fj2fo8QdHxvNNUMiDQOVK8Tx4fwCdGybNyZ7TcYrWvZyyGQZny97a7XEj/rlm374OhLV07ISHE/eHpcFL+dma/hG4++tcdC47ALZxpDPgTRIRDMaOxklaaBraw0eeKAZRxxRiV690hg/vqNNDadsQwsMHZrGokV+7LKLfjYkd9L4eI48sg1HHdUD55+/GT5ftixqvGuDb7r77nYAQwDsDKAewO+3tgFjzJ3GmLHGmLGVlZVZ2z75mXL8OB/6HYvF3P88xJdn0Hml/2jSCxVggm+SzpKTyY1rvvRfIesbvE8unIWmBr36lWlCLX/PcbN9JF00muUrb1OIWl1ZxzYPXoa/EDw1XL3wIPBSENq82+rw9ni0JX/LdJzXWMg4cJmSZzxKWfJKNXn1Rf1puPKjhDhtOI28aKz1aZP1QuXfxvfafGjOhY022nzLtS9plDWDRDB4cAp33tmMM84ox1dfeat5WZfWlbwMswb9+iUxYEAC8+YV5y3rBd8oUjLGrKPfjuPcBeDfW/6uBtCPFe275VpeoBeueQF5EXzybIuJdE1ToPzbC/IpEvJWZCpClqd2tjaS87oujaktFbE1BlS7Jr0d7uHKezblJNsm/PMZKd4u1eERBcdRpqRkBKmNjdORKzi6rtHHK0qT90mJ2EDzHjmPyCiC2pRjl/3KubCdhs4VIXngvD7flg1klKTmwGiPRUiFK+/xHYfUp7Y1nRsj2uTDT8PW6KfNg9c8aZG+zRHIF1HZnA2tLF3jOwqJ7lynEN1pfPKoNMkv9D1+fApXXtmGY48txzPPNKG2NrdvTXeMHp3EggUBOE4iqz3Ogz6fL2cOHcfBrFlteOyxckyaFMnJJBVqpL6RUXIcp5cxpn7L3yMA0M68pwA86DjOTQB6A9gewDv52jPGqOk7Djz05+E8/82Z2OaVfZO0lvytKWAvw8Q9H698u8TBaxIlDpqS1xSE11g1sBl0TTilIpX1bYbChodU2jYhkvdkP14esBf9CwUvJeXV5tb8z6dYNaUkf+frS8oPkHvKN/FwIBDIorU06jb+1gxWvscyuGHz2ghiG582Ln7dRhMvutqMm82Z8QLu6EmnS3O4eHmJv7x2+OFxrFzpx//n7r3DJjuK6+FzJ7xhc9Ampd2VVtpVFpIQRgHxA4MxGYzBBBsMJtgGbISNwSbbBAtjgmSMSTbBCJDJCGOwsYWEiEogbRRKi7RZK216w4T7/TFbM2fOVPW9s8K/7/2+ep55ZubeDtXV3XWqqvv2/d3fnYcvfenBgXUibWuWZTjrrBY+/vHRgXZ680/l/5u/eQjveMdCPPhghrlzfcAukk0hKGVZdiWARwM4KsuyXwJ4C4BHZ1l2NoAcwF0AXn640tuyLPsCgPUAmgD+OM9z/w1QwmzRczvaIBMgu64MUN5zBkD/YZNcHpNOML1eZJ1yx3mTh/9rHJzTRPxpfal8nqfzqyCd3N71lALQ+6kyNU2kECJZFU2CFGgNW1aZvAq2HvhqXd4ajKeEeGx6AF4kJ15jsvJ5xyvft2dwdLs58xyNRzYymW/mRcvS55GidpRZD2VeigwXS6vtj9Kl6mTielkfRLrE+K1Wq31eigdMTK985QTuuquCV71qDj78Yf/dR0zr1rXxi19U0WgA9cRmOjVk8jzHrFk5HvOYQ7j66jn4nd950M1TRGV23z3XufzxRPp3AHhHYc1CFr7TQWqDwSaATl7rHLbW1HLjiajXIyuKB7anyCPhph6M9ZRP6r93zZsQds0AmoHQ3GwrK1JKA/VOTmLBX/81GqtWoXHGGWicfjryuXNda6esoo6UMLeDZa0WdKpctVIjRZNS0rxbK+I7spY59ML96XmHau16honWwe3S3WReG48EoO2ehcgsjGZl6nqsyoDbputizBu3pVKp9EVJuA7rj9SaqBpcnqy5X7z5nyIFeX4DgJeWPYoieTN/3m+Wie0+ZGOXd0raNealJwPg3e8+gBe8YD7e+c7ZeNvbpgf44ry1GnDSSS1s3FjFGWfEusN40PH4rGcdwN/+7UKce+4E1qzpf5Ntamx260/e/b9E1tnaoTxgdLIDgw/I8kThWLlOGLWw7Z6nAJRS1zzrNGXNe3UUgZKX1upotVrJzREst6zRQHX7dtR270Z11y7Udu5Edffu7nd1507Ub78dlclJ5PU6Dj3xiXjwz/4MrZUrB/goQ6l2Kyh7eVLlRpO6jNIp08eq4KL0qvRSY4r7LtVm774qRM/L4LzDyJHHSJ53dnfZLjg+qULHlxpC3tjz2uJ5jVy+peONOSm+PRl611THqIHK+fRB2+i0GOUn5e0zH9pf1r+8FsieWkRem6zsWg342Mf24SlPWYDVq4Hf//1GclyfdVYLt9zSASXvvufFWVn33lvDbbeN4tJLl+FrX7tn6PE4I0Cp3W5jenp6QJGo1aATOcuyvhd2RYvEnvVqpHXccccs/PznC/D0p2/rq9NIQwN2n61rXV8qsvKvvnoZ1qw5iLVrD/Rd59+Rt8bXWQ7Rg4Umoznf/jaWXH45mkcdhebSpWgvWYLmkiWYOuEEtJcuRXvZMiy44go01q7Fgd/+bbSXLOnkF7kprxG128Bb3rIQf/M3D4RySF3z+s0bF0xbtozghz8cxe/93oG+fN5v/p9qT1Fbv/jFuTj55AbOPHOqL30Zj1v7KlK2muZtb1uA17/+AYyODh4Dk6IIzOw3rx31b+rJ8K53HYO3vnW3C0J8rQwVGWJZluHuu2fhJz+Zjxe+cJ97P6qryEjUtFzOlVfWsWZNG+eeO/iCRV4qYL49QBiG/vEfR/GUp0xjxYp+Pnk9nQ1rBTVtC+vKuXOBz352H5785Pk47rgcj398G60W8Ja3jOFtbzvUx+9ZZ7Vw881VvOAF/fypjvborLOmUK/n2L272pfP++1RVmRJ/t+gE088Mb/sssu6/70QmLquALqgZEI3RWzhh0h4avEoRe65Ek8OLssGDR9uqaEoHkjeANb/bCGyRcW8eh6SV66nOPh/t4w8R0bgVq0OvhfK+61tKByEgVIpO7EjQyalgKJyvLwRPxGIFQGs/o/q8/qQ/3vjW5VVSn6RfG1u2Bi2KIaOcdsFx78ttGZplKwM3p5uD8g2Gg1MTEx0t5/zGOct0LYLT+Vj4Gn5TD762hLWE9wez8Njj8A7rFblx+trwGBI3fJ5YzPPc7zwhbPw3OdO4XGPm+7Knclk4W2sYj3kzUlLu3HjKJ7znDn4t3+bwGmnNXHKKXNxzTUPYsmSXvqbb67gz/98HN/5zsEBHcbjg3Upf77xjVl47WuX4NZbfwGg/+H+LMuwdu3aG/I8P29ggGCGeEoA3LiykXaiWQvWCdwBDFjaod5T5Epcpv1PEYcJlX8dxEX8aH0aI+bfPOk4psx5NOZu5esOQL6uGzN4knsbQLg8LlPllwKtSAbDeGNsFXp52MLTsjxwKQMsw/BWBErDllsmNJQaw0WgZeFwU4KebL2PV4fyzMrMMya8j4bqOW1RW1Vexpfn7Xjpuc1ajsqxTL+maNWqNu68swe4amR4m0NUrkV1n3FGG1dcMYHnPncc3/rWAaxd28LmzVUsWdIr+9RT29i0qYpmE6jV4l213vUsy/CkJx3Ej388iomJDOPjwzk+MwKU1Jrx3iyp26kZmFgxMop7xPWU2UdfxtJMeVW8SyZauGeQZOuN8yoo6DMkxqsevWLfOoG8NAo+kXLwwCxSUGohenWr/MpMZg9wihRSSvmnwIrzlgHKIhCKFF5EKc86pRy87zL12fzShzJ1vnhGDPMbeXJ6VJcqUx5TahTxf21HNJ7YcNOxWSSLqL/Vqy4yBsp44QCwenULGzYM7hyOAMcDW6DfcPfosY9t4rWvncaznz0b55/fxKZNVVx0Ua+skRFg9eo2Nm+u4NRTy204YsqyDG94wx6028NH4mYsKLEbzF4R0FO+QP8bZnnwppRM5L0MqyysXn04UQegZ10p6fMgXHek1DmvEe+WMnkUbbePQMiueaDrLWx75XlhEb2vbfLSRYp+WGs0BSRMnieR8sRSwGfllDFiPEopMa2njNIoIzPtIwYPa4+uo1o6C73puGW+PS/JvtXz5sOM9SBWLj8yTCJQYp6KdjRy+VF/RH2rRoUnD6PVq9u4+ur6QOQF6Deodc5xX0Qy0Pb8/u83cOedwLe+VUOlkqPzFE+Pzj67s67EoMRleXqNr42OdtaS83w4D3JGgBLQ39DogT3+bR1r3oSGs3SXHZMO4NRETg30KL9nKQ6rPL36vMGgk8Rz94vIC2OojLk++46sVf1EnpR3n8uOrFpPIRXJtywYpa4XKa2i62V5jLwepTJji8eiKsYiXjwFmrLWvXXTojmmY1r7ldep1FtiXj05eAYhX1fZRG3zgCi6VgRaRbR6dQt33lkdkLX3lmttl1dnEb35zVO44YYqrr56BO95zxSYRduB97zn9R7XSQFzqu6yHhYwQ0DJhF2pVLqLezqJNOzGA5HzA/4OOb5XZBUxqBUBlve76L92auq5GP1WvnUyefzywqjHCzC4/sRgH1lhnNc7rYJ/qxXJ1zXkyMrI+PE8M/2vZXv/9XoEAA/FiPD6KLoXpSkz7lSJeuND55KWkWqDF/7h0JuNK96YZI8lGPExYNrOlNFoefmcNxsT3lqpls3P8EQgoeszHrgq2VhPGQ5ef0T9oDytWNHGjh0Zms28DyBsTnKfMwimgDVF1WqGj3xkAmeeORcf/OAIzj23hYsu6ujas89u4Qtf6H96luuL2uDd57YXGcozApRYCakVA8SWI3tFQP9AZBefQS0qMwKNlIIpcz0CFP6ta0V8rYzF4U0spmjnXxHvqTqtXB6k6nFpXfycC8uX19E4fwRi+vGsZwZI3WXFZaaAlGWT6vcy8ksBB8ujLKkhEpWv971y+L4aENq+yFjja3pkGPdVRJ7h4h0ezMZKJIuU95Uirxw2dlmWep3zc5uMvHUuv/42VqxoY+tW4LjjBj073hquxmYZ8oyT5ctzLFiQ40MfGsWhQxl++tP9WL4cOO20NjZsqKLV6rwqfZg6PFmlNpYwzRhQsq3dJmjPyrC0nhUcNTZyuyNX3eMtKi9laXPalKcTkYEtg1QZxVWUJnoAL/IezfI1PlghaJiU5eF5kd6zXJqW+1LDhlHf6+K3po9AT/MyGEZjjMkDMe8/t9EDibJjQsvSa6ocyyhjr7+0XV67I4NQy2NFlHr/EJfNUQ0N3el6ko5bj1dVkqm2Wbu4HVpH5J3ZvWicpNJwmatWdUJ4xx3X6uMj+pQpX0nTHHdcG7t3Z9ixo4KPfnQUb3rTFMbGgOOPb+P22ys4+eTBh2gj/ed5bcMYXTMGlOr1enfg8gnBnlXmWbv2zaEdb/B4rre6xlp26nkmK5OvpSYt3zfyymfvLkoT8aOkeVWBqFLWCZgCGJOnghXL28gWwLmOPO8/jJeVkso14t07up/Hg7Yp2tjhPVMCwD1zTZVaKoTogZby5MnF+2+/+br3W8vnvF559p83CXmbUIzYUlceuY84DGzf3njiucYy5fCdGa5MPOZ1vkd1eWuYLLvoeaQisNH2sDel9Xtk91eubOLOOyu46KJBoGfQjB5pGYYs/bnntrBuXQv331/BJz4xgksvncLs2b11pbVr02FQKyvLsr6oFOvbaCwpzRhQGhsb61tT4nepAP1hA08Z6MDRg1e9xXqdjN4uutSzRN49LUP/G1DxLjmtk9Ny+7l9HoBqiJLTsby0bGtndIgty9xrs5bHpJMyZcWpXDWsaSCjx6944SI2JtSy5nTeRwEo2iGoD3B6ZURAprvbPFmkLMwiAFJFa8SKWsd/SiZcr6Vnb54BhWXveRne/FO5AOgL16lhwOXZRyMLkYej5RhPOq5UHnqPvcAigCjyFFgWq1e3cNddNZf/KKIRXUsZSlzv2rUt3H57Fe961ySe8Ywmtmyp4Oyz290deM9+dqOvHO1vT5/9/8JTskluljcrWbseDRZvTYEnXyr+GgmvCNW9DtB2eWXzThqlKKxVtKOwzACIJo/lH8bS1jTDDLoysipLUZv0mgFuBGD22wMlBXS7zh6aF/7TsjRUyGEqT3moAuH7QPlwsJYd5VN+lI9UqIbb43lMvBYSAa62mdeRIqNM2+PpAOUrkquRzgUPXCKvgesrOzf0/sqVTVx33XipOZUaJ5zG81b4e926Fr75zU606qSTenPnrLPa+MpX4qPCWf6/qnk9I0CpUqlgfLzztkJbDPfc0zKd5KWJdpLxQn1qrcXbiAAUDzoGHu64yBvy2sHfbPlHFN1ThTpMeuXJ8kVySXmOalml+OMwEu960rojnr3nt7i9rCh1R6fHj/etv7UMz+tSJaseVwQKEVhFxkPU56qk1YPwXtrH5XgGDIf9+J71mRliKY9fedYNDh4f2jaez/bfC6NHcoyMRZWtApDe07qKiOeFeUqp+rUNXE40Pj2yfjvllBwbN/Z2Slodp5/ewq23VtFuA1k2aIho3eyx8pwdhmYEKGVZb6ODPqMEDHZCBFZq0ejalLq++roBD+29kIFdjwadTvaUxaUhB6D4QTi9p7IqmgQaQmEFogor4l8nI/PutTNllXpKgfvCC6voRhCPlEdVhp4Xo+k8SoECKyoGUZaxAo8qSi8s6IX72NDSMlW2Oi64f9VTLEusnHnOskdvgG/X2BD0qGhjTypvdC8Kzas8uA0eIHNa5pf7m9urY8rL45V53HFt/PKXVXQuDeoSnieRFxiFhCNavDjH9DTw4IPAggW967NmAStWtHHnnRWccIL/aryiMZPqM49mDCjxIrMHSqxEPCUFDE4G+/YsOy7XeGB+IiFGi5QeQGiZUdqoTM1neXjgpXYGpcqNyrT/2v4yyioCiDIKPsWbdy1qswK8yl0BUPlQYIrGQpEFqrzxOPMMGq1PgYfzM9Ap6DE4ab0K9grMw7RHr+m44/ecqVHoGZbKb2SUcltS97z8yjvLgz9l5KFytWvsfZssorEW0cgIsHBhGzt3VrB0aX+oP8objfMiI5X5Wreujc2bqzj//P6+OfvszmaHE05oufLV+of1jJRmFCgxpdzoyIri7eRWRrvd7nsgly0LXZjl/4B/9M8wbUp5DB6IRd6TDuooLKP1pOq3a8wPP6yq3qM3oSOg5/qj+qJNFZzP29llafJ8cMck7+6Lzg3UMhUU7HcUvossZw/UNL9XBsvaePWUmPIWrVXpR/lNRRl0bgxj1Oh/m6McjdC1VB7vnlHIL9SLxpul93ixPN4iPI8BS6Oy9fpKeWeeTIdYmzhPNE+YWN+sXNnC3XfXsGRJMzRgtH7uL77ujU+P1q5tY+PGCh7+8H6P6Kyz2rj55iqe8Yy0sWC/h7nu0YwAJcBnNGWlcKdrp+jgY6DSAc6TRnfuKMgB/VvKvYGmypDJC9OVUZBeWXaN64usvNSg9MCBJyRv0U+VqZajl15lpfxwu73Qm7Yd8LeIaxpV8lqmBzaeJRgpNa88j++iyViGbKx63pLdV/nreo+WF42fqG1RWV4elq0elaOGVgT4ahyWkSOPQ5WJR3ZP1xa9dApMRqwbOExZ5K0o31mWYfXqJu6+u4bz3Jc7+OPT0xtA8TOOdu+UU1rYuHFQz5x1VhP//u9jLq9FctV5UkYOMwaUlIqYV4USWapZlnUtLhMgewFA/4K65eGdO6z4eDIVbcTQNniA4A1sTevt5rHfkcfB5UUKPcWjWozavtTELZqMunYVgVGZsOYwoU/lOwIa4ytVbuo+l1FWGRV5AWqhakjP5KDXWU4pq90bW2poKDCpQvLK17UzTqNAWgQCfE35SOWNgIn/83zneV5Url7TNbEipR3RqlUdT0nlVRYE9H9kHDL/a9e28a1vDe60O/30Fn7+8wo0q8cPy+5I2g3MIFDyvJyiicr/IyVtCpAnBk9c/vYGv/LDAKWTg70tHeyaX8HOyim7yYHLT5EHfJ5C5vo43JXnufvCxJT34YG2gkgEduz5MXmWtCkRD0w874f5sDK93VgpKtMnqfakPKfI0DJeUzywR2F9YKdx1GqDz7xwObxbSutlI0555DVNnSdMlUpvB515S9EzXp4hZKE/KyulYBUw1bPhNxCwvOxsPZWNyo3njkY6UoqYx2qZcbZqVQtf+cpIaCAwP1qu1x+enlBe165tYdOmwXTz5mVYvDjHPfdUsHLl4C5bNWhShg2nj2jGgFLKKilrbXp5tUPUlU1ZUcCg9ZyagDpJdWcO82LK3urweD2SdntAo4NYJxLz79XtAUjKW1DrPGqPTagUEKXIs+4j/vW3gqSm8/r/oQKXZ9XzJGajRRU1A3zRbjlWmArS+uG2DktcjqeIvHYwCCgfqmC99kVApP8jY5CNR1trNv5HRkb66vEUaaQvIooUMZftzanVq1u4++7Bw1C5XJV5tNuP2+PxZ3UuWZLj4EFg/35g7tz+dPYQ7fHHt5J8R3oh1adKMwaUAN8zKULYFGipok8pBW99RwcfT8AoLws98np4kpgFqfFoI7UMdQFaB4GueenaC29m0Lq8UKAHKhFgMw/Mo66lcRpWWJHMdJB7fZ4CP71W5jf/LwImnqRFCt8bg94ktmva10VGBo89DeVZebp5wGt7WWIZpYw6BhwzyBSQNJ3XPuU1MkgiJWhzyF7zzuOQNzuYDFPA79WfGk9lKcsyHH98Z02pTNrUtWEMjiyzHXgVnHtuv0d05pmdHXhPferwvAxr9MwIUFJLpkgZecCgA1bXZlKKLMuyvjAXl6fei/JneY2YPy88VAQ8UXstD4fWIjnpQODTLMoMkizrxf9TFl40+LV8fn2ByVZlZt+8uYQta+XB+82UMlaiNvNvTykqr9zWyEJNjTnmM+pLPW4LQN/jE7YhxwMsU6r69mMbbxaW5fUo5kl5jtqUSmv/q9Uq6vWe5W/hMs9g1PLsw94fp4nAI/K0zUuy0z2YRx6D3CdsqBqo6a5Jz8vjB3+jXYb83+7Pnp1hdDTHAw9UMHdu/8k2vN1e8/E4sN9qqKbm79q1LWzY0AEl5u3ss1t43/tGQ32rpO0aBphmBCgB8VpSqnHqSXH6lJL0rkVC80BQ86SsFW8gRnV4PEaDLSorakPRTjSd6OxRFQ28qA9S/PBvLccMBG+d0SvL64cicCjTJ9G1FEhFvJWtxwMx7QNbK9KxoNvAvbHKgN9sNrvAZPe8chkYvNChAiw/I8jExomBkpavY0H1gHqj0djUdrC3zuChBqjHh9cfEVAzXxEoar3ePQBYtaqJe+6p44wzWn33GBw9IPf49kgfn8my7PC6UhV53uhLe+aZLfzsZ1XY6829Nnj9dyQ0Y0AJiMEo1Ti1DL17keUXARx/dHIyRcrJm0BaX9F6iZZv/4sUmyqIIv5s8qplyCGMsuCQ4sFTrsP8jvoyAqUUj5GMUmWkyi4DYNHYLqJIgfFYtz4ypZ/yvHlbtvFk6dWbLmOMeLwaT8ozewwcvmMF6z2A7clAXx7IaZW4Xv4d5eFNFdZe5VONDS/MmnoWT4HQfjN1duDVceaZUwNlGykfUb974KpzM887O/C++936QLn33VfB6CjwhjeM453vPAQublgHoIhmDCjpTjQmb1AOI/xIKN5E1zrKCFQnaWQ9RwqmjFVTpk4NMxpF1zkPb9KIACK1g0cnml3Th3A5n/33+NP03i5C5c/+l5VnpNBS4OnVk1LgDPqWjg8bZvIUhccD7/IE+pWod7K2rh+pYvVAST0RS+/1ZyQr41P5sVdRcDr7VgPIkyt7e6n+5nt8IC/vSLS6jR8Lh2o5SjpfGPQ4TxnQ4PtsKNi28ChtEXm6ho0Rb86uXdvEpk3jA3luu62Ce++t4FvfquNd74r59+a5fZc1ymYMKHnEFopeT+WJrnkWilodWmcK0CLrI+qAlOWp6cta/drGsnV6970JVUY56yDXMlP5Uvyk6i6jiCIq8oaG9Z5SnhIrL+ZPQfZIxoCOUVbWrOgZANgw4nAdA1U05tUT0v5JGYXGFwMnt9MUsedhaVuZb2/Oefm4Pwx0OHTpeVBeWQxCqW3tRpGxnTJ47frq1S3853/WB9qncue2pXjn9JGsli0D9u3LcPAgMHt2794zntHABz7QxNjYkYXkIiPGoxkDSl4HeTviPCT2lBdbkgpEXL5a6TrRy3pZHiikBl5UXgTESgqmatEWKWcd5KysvDr0mg5yvl/GS+OyvJCNx68XcvGUUZEXE1lsRVY3k46dKD0rW/tt3zreuO9TkQOuQ8GEN8Pkuf88kJXLedlr0HapLBlkvDmp8rXyvZcoqqKKLG2Wkc7tslY4g0ae530bL1JzRuemB0LRZoZok5TXPv2/cmUT99zT77WUHZ/DEI/DLANOOqmNLVuqOPvsnjdfqQBvfOMEPv3p0b46y+o3q6cMnzMClPK8dz6VKttogKbKKnPf6vEOdy0DTJGyU34bjUb3Gr85s4w1OgypkuFJ44G4AtEw4OkpOK8d/O2VY/c9hZSSbapML1/ZsCbLxDN0+Jr3tluPNwMk7ntvjU5/85qegpT29cREhpGR/nPlbCMDf1vYjDcY2HmB+ogCn7Af9bUCqcrAAxAvjdcHTNrmZrPZtxHH8kXGDT8wy14Oe2vaZymKdtrpZiLP0FQjxJMN0On3VauAu+6q9clX5V3GAB2G8rzzwr+NGyt9oAQAv/7rTRw44Bs1Xnu0vV47PSp34uL/BfImG9/jNGoZetfUCvSE5Al0aqqC3bvrrhCjMqLyU/Xw7/vvr2NiouKm9erQ9mkardeT6b59NezdWw/rM/KsbJWHUjRBvvvdRThwYHCBWoHJ+2g6j7TMRqOC3btHS5UfKZoyHy7X+jJlSatV7ZXlpVcZmPw//OHVaDZ7r02wT6vVQqvVQqPR6D6Xw1vMtZxoHHnyveOOQeMxUk6Av/HB6w+9ZjQ5CWzfXk3O4dSc4HwsW1vr4r6y7927qzh40DdOrF+iPtT2q6xSaayOBQtyNBrAoUPF4eTomidbj/j6unVNbNo0CNhZBjztadMDPJdpzzA0o0DJG1RlwKQIraPfnrLeubOO9evnhAq3LC92X5WKV8amTXOxa9fYQJleaMYDJ/5o+9nSZmt7YiLD7NmNvnxaxpEAUiR/AFi79iDmzBl8LX2qLrVAWRlE1qp99uwZw8aNc8I6NJ/3O7rGbeU6N24cw7ZtIwP8mPLjzQfcBr3H+fVld1x3q9XCM55xJ1qtZhd0DICazSYajQYajQamp6e739bPrKh0PHkA1aMM//EfI10+dEffMOQpTO3zLMuwe3cVN9444o5THmsMyKkdfSbnWq3W1zcs4/XrR3DvvfELGL0xMSzpXHvlK+dgy5aeF66bHcoaaJpefxs1mxme+MR5fdc6nlL/Q/a9MuLyvfQpfiKaEeE7IF738dKkrpeZFJEyzbIMxx47iaOPPgRNonm87edWhqfUNR+X94hH7D58bbA+KzPVBlWSmof5sfqPOmryMD+9MrhMbp+GM1Iy9vi19MceOw2g3ORV/nV7rsebyv644xo47rgGsmzwtSiWl9MX8RJNcP598cWHDv8ffOOsV4/Kkg0YU/YW/mMwYSBZuvQg2u3esTlWjnkArVYLtVqtC1hA72FWDSkXzUOT2R/90fSA0aRt88altUHDn/bbNoDwXMrzHMce28by5VNotfrDmFy2Xo8MQfU8eXwxP499bPOwrON3c3neneoBzaP9zuUeOJDh3nurOOmkVt8OvHXrpvuA0Nu9OSxlWYZ6PcfGjRVMT1cwdvgg8LVr29i0yQ9PK88mO894YTno3EzRjAEloF/hRIrV62ivnKJ6huXLy8dCVt5TPCp4aGdFnZuq20ubAl/lrwh0y+RR3v43qAgYIsVYVEY0aVKWZlGdKV50zHhpeIOEpVUjx5SteQYMOqxsbR3GyqvX6900XplcdpEy4XCgKnwujz0XbnuZOVzW2CwCKpaJrgGlQIeJjQxOy/+LjMqIli/PsW1br+xVq1q45566C4DDyMRrG9e5c2cFxx/f6cejj85x//0ZJiaA8f59FqXqjdKUlcOMACV2sbkzPStYhawDgMv0KCWYMuVEz91wei1H0ytwqFXo8Zvaoabl2qRRWbGl6LUtsuR0DYJ59eTp7a7SdqeAU9Pqf2+SeeUXAZLHN/OUKstT5mXq8OrzSPvS63/1QBqNRp/it7wGQBqWYxDRvtdnljzvggGGLeYIOA00bWyWAWTe2p7aLu4ZZ1q3VxfXmXoNjMrIy1+m34tAavnyNrZv743DVaua+OlP6wN1lq1LPTJvzFmdBkpZBqxZ08bmzRnOOMM/LDlVT4rK8D0jQAlA324fIxUok92LXo0edX4Z4RVtUfY8G9uK64GVN2n4nh4E6dUVbddV8OBdW14avafgGNXhAURkRSvQcl1FnlyKUuPDSxMBfFQ2A0EZAyc1PsvUmUrnAYC+YjzLsoE1QVtXsrAcbw83ni0dlz8y0v+aBN19FxkwfJ/HnypOAyQ2mHT7usqc283rRDrOGTh5fcvzzCwNyybLeqcvePOQ199SfeYBIfMXAT/nX7asiZtu6m20WrmyiauuGu/eLwJBz5j0dIh6Stu395e1bl1nXYlBqcx8tTFp9XjORtGcmBGgxB2osXf1NphSysMDqAgYtLzIKi8CPePf6xS1dnXLL9ABWD48VdvCHZ6iMm2M8qRkVAQIeq9MmhRFky4CtyMFoyhdyjv7VVGqTM9zYM/GrjPZeOJz7fi14gC6p2NnWSeMV6lUBl7bwB4KK9QobMWKjxW8AhMr7KIXVDJ5QOOtz/Ic1vQeiKqS9/SE5x1F/cZ18yfyDtV4W7683Re+67zCYlCenu6Lxn9q7GZZhmXLet6ZpbMz8FQ+Kd2Q0iteWyOaMaBklpu59zYBbFB5R38UNZAnFsfPuV4uzwO1yDKJlJmeyMyAw6TvEFJLUa9Hz1QokEagZfJj4Od26IDx2q08piaml1etW68NbMXpDjEt2wOfqA5vowQrDZNRSnEoaf8pgBUBjidjvm5jhNtp80N37anx02g0uuVMTU317SzjeVGv1wfGjcmON0/wg6/axkql0vduIvWWuH/Z41FFzW21NvJmD9uowQCj41lBhwGWwdCTfWrTjNdv0Zhk0GSwjgwJzrt8eRs7dvQiLkcd1caDD1YwPQ2Mj/d7Wx4oc1nMD1/TcbliRY7t2/u9p7VrW/jUp0ZRhnj8pCI0ZWnGgJJNIh7s3gNyKUXoWZZ8Hxg8bNEjHpCqbKJdaV7cv6hT1DtJgWzqOk9ETxHzAji3MSqrTH2apgxAHYkHxUqqqD62fqN+85SNZ9FruQyqCj6cLpKfB3ReWdp/nM7mgwGTgZF5RLZDj3doWb/bQ7L8TE6r1cLIyAgqlQrGxsa626NNBp7HwEYjAxAbkMwzrzOZorbx6L2+RGWpMsnzvC+iwMDDYUA1OLifmT+tV0En5WVwP+pORAYnBnIeo9xuq5fXlDpyzXDssS3cd98ITjyxeA4zT9x+BW+mFSva+NnP+qFg3br0Drwih2DYdEwzApSAQURXYXiL8553w1Ymk1oVGiqLQgkaZoisjag9Rem8fEZlOtRT4pHCtjK9/6n8R2rxpHgtKtPr26ivI36HBVnvmlenV1aqHi9P2XHB1jWvwZhXx6E5fp7JFL+ChI1nm0/T09Oo1+toNBoYHR3tWxdVYPC8G+bRy8cAxqBkn9Thp9FOPt4wwes2HhBZ3pRBW/ZeZDAZT55XYr+LxqHRggXA/v0ZWq0OIOV5Z7PDXXfVcOKJLVfuEU+eLLz0y5b17/gDgGOPbWPnzgqmpoDRAofJk3dqvBeN/RkDSgwiNmE0FOZZldrhbJ0xeaDD5ZslaeUYsYA1xGFpdfJyucxftMHAs2J0Y4NaPKoI1CKz0IdHXLY3aJVPb0ANM9E8isrUSe3JjsFBy4lA2rOOWclq+z0L2qtPrW9No6FSVtA6hvW39rH9tpAb93GWZd0QuIXSOPSl651Wv4X2RkdHu+tK/OySla/9oTxq2RxeZIBkT4lP7C4CdSZun3l+NuY1H/PnXY+ojNFp3xbmtLYzQHJ6b9ODjp1KJcNRR+XYvbuCpUs7srdnlSqV3juOorHu1Wntj2S7YkUb27f3g2+WAWvWtLBlSwVnnOEbecp7pAd0/BbRjAAlG2BAz5qLBhRTZCnbBOB0HuhZ3fadUrie5eF5Ywom0UYHJe/sP87PvES79djy1HzedueUS5+ywrz/qQHpUQrIPPlH3ox6Ap4iT3lJGu5LpeU61CtQvhh8lH8rS8ehKlYuy8j63ZQMnzY+Pj6O6enpPgVkpzowMPH4abVamJ6exsTEBEZHR7tAwu3j+RTtrtMdfpEMGZhYabIctVyVCXtKxme9Xu87YNXjVfvXAwhtl45xbgPQO1cvkpFXjlcPk4XwGJQ6L96LIy+pe8qDzqlly3Ls2DGoB+wh2jPOaA7IAPCfZeQxr/WWpRkBSsCgUma3Xz0PI5tYKQS3dAomrNQ9sOCJoAuldp951lCCFy6M2hBN5iJgUOs3ar9nlXuDOAVSKb6jNEVt0TzKV2owpwAkVWcKSIt4j7ywVB2alvN4i/QROOp163eNALDCYMXJ41PXGpvNJqamptBoNLpek44fq5/HnHrsCtbcLpYhAxKX7cldy7f2sEFoIKqv6NB8fL0MeTLwvk2GVj4bF56hq9e1rw2Uzjqrw/vq1S1861ujA/OkLO9F18fHgTzvnC84NtbjzXbgAc2BPJ6uGhZ8IpoRoOQpZQunqbfEoKCA5VlvnMfSeECh5Cly5pGPdLHrnjdVZNmwta4AFVlaTBx2VCvFyvBi80YKrNyWFP/qAXjhVW2nV5430bzx4JWpbYpAJlIM3FZvUnnlq4LVMaL96Mmd+1tDOp6x4yk0Wzvi55EMpGzzQqVS6Z51Zy8W1CiCeUITExM4ePBg1+swr4n5tVMhtD7jia+r/Gu1Wncruj1LxR6fR1ym7sqcmprC1NRUl88sy7rtZnmqTlBdwOl13LBXZHJiINXnp6ycer1eatzrWDHq7MDryXXVqmZ3W3g0J/i/983t1zXyPM+xbFln19/KlT35rFvXwmc/23tUwOufsoZdZHh7NCNACfC3N0ZWsyoSBS6dTKpwuc6yz0qkQm9arl7XNqSUb+p6VKeXTi1TvjYsed5FBDp2L/J+PD65P4+UDy+N8qL3i0Bf2+bxWQYsuY0er5qOy/DWvTidjWs+Qohfi255eYu4Gi5mnE1NTaFWq2Fqaqr7/BK3G+j3utRjYkBSQ1H7ydvw4M11BQ5L02g0MDU1hVarhdHRUdRqNYyNjXX5jupVcNf+0L5mUNK1MQ+UNGQYjZ2IryzrrPHYxoM8z7FiRY4dO6potQBWV6n54hl7qTzLlnUeoF25spdu3bp292BWzh8ZcSlKAbTSjAGlssoksqizLHNDgHneW/T3BqFNMqXICigaCN4AiJQiKwdvnctT7sqjlqn8aF3eYrCX1uNHKQImve6lifIXtUnblwKlI5k4Xh1lrilPVrfn6UR5WHExuKT6joHHfmv0QOdF5OWboh8dHUWz2exuqLC0vEmBdwBa2QpMfJ1/ewo/NcY8oLdXcrTb7e5J6FYWyyryRrgslYMCiXpGCkrmAUbv2LK6onZqnuXL29i8ubc+Vq0Cy5e3sG1bFccd5xvHRYYfy8Krs7PZoQKgFxY9/vjO80vT0wA9W116Xml7yxiewAwCJaBfGdrOGp4QRimX31tw5W2zainxOhBf5/I0vfKqnRSF0PRIJFbAlp/PKLOyK5VKN0zH1qlXDpMHhjow2FPktbaidTZVoFxutH5m7fHabfc8+Xj/lQ8vP5ebMmq8+vV/qj0qZ12PTBkUXEaUzvrEk5UqQhs7NubNc5icnESj0cDk5GT3xHCgf6errSlNTU1herrz3hzbkacGnI0R5VnnmLaB28uhMKtDFSh7gvxqD/vfbDYxPT2NqakpNJvN7nFJnJf7JrrOvGh/sndk3/xuqgiEvf9WZoo6a0r9c2TlyhbuuquG446b7uORjR4dHzyuFNyVt+XLc+zYocsfwOrVbfziFxWccsrg236HMfiGoRkFStFg8SgVTos8lBSwRQoh2k1nv1MeBU82j18PNHRHn00KLse+FaBS5Vt77LrKiP8rKHJ7mTzjwKsj4s2rW8uJ/msbPU9N05Thi8vy8nl9HFncqhQiUm/DfnNIyPolMp5Y6TBPbGAYYJhX4W0WMM/D1o/UizPjyI4xYgCwdJ7xwjxGnkhRn1g9tVoNIyMjfd6RzrEIGCPZe4pW+5HLZXlHOxJT17z/VkcHlPrDZp1nlaq46KJB/phPLtMDeQ+YenVWBq6fckpns4OBUjTHPPIMtjJ5ZxQoGbE3AgwqVx3E1kjeyaOTUa0xDWl4lgYLMYrt624mIx0oqtDLTMJoQts1D6Dsnp6h5+3yYr7YwvUGeYpn9WpVIXv5vbSqwFNGQ6RgUv2YoiLQS133JlvUJq9tnJ7Tar/y9uh+i3ZwIwuv8xgf5mGY186bZKw+AN0XBNoJEXzfAMnGvnrt3BYlnYf2sfHjeVmc1z4GSsanlsf9UkZ5ela/lqeA7xmEDMws88iQiMgAgnlatarjKaV4joiNBh0nRitW5LjllsGxtXatrSs1UJaKjLcivmcEKEWeBNDvofDktHw2OVLKgxdfPfTmiWbX9AgUAzKvHp4YxrM3STQ8yfWnvAWeCMy3pWEr2q43Go2+ScLgowBlvDF5A0snIRsNHhCZwmGLkkGUlZJacF7d3oTygIjJUyx8z/MytS4GcAVuI25PZJV77TLSMeAZVnbPW8ux36okzQOqVqvdN89a+G5ycrJvnNtak3lRFqLSo4msbA4pq+eg8omMCF2nUoBVGddqte7uQAtP2rWURxIZWJFyVyOQ+4ZDl5GBrPXo2E1FWebMydBsAtPTGer1TvpVq5r4wQ86oVQ2qD3jKPqfksuKFeieucf3Tjmljc99rl+2Ot/5WkQRGHo0I0BJJxNQfrdbWWFoPlagXn7Py0gNbM8r43JS3pT9LrIk2HJW3jzywEJDQJ6V75VjaVK8KT/eQC5Tb1mPqAyvReVrG9iw4Pq5n1L1psZUkYzV4LI8rPzYA4rKZ28JQN8WZbvvbfCxemzruK2ZRKDER3WpvFgGKbAAiue6tdfqqtfrA8aOelqRrLVvUsYgp+e+YaOqrEFkZfFuxVT+Zcs6x/wcc0xHNitXNnHnnbWBORStLXvyTxlLnZPCB2XXeYDW3xylciuiMroGmCGgBAwqEU/5egCkgMDXPAXJHaZlaRqvLB1kbO3xoGP+gH6Fp4CqwJGycHRjBm8qUCXDT71zfSqrMsrS6melxF4Be03eLiQFYM+jKDvAy6SLJqa2hyk6tNazDCM+IiOJFYgS8+H1rSlettABfzeeKiC+pic5WHiO22c7yRiY7KFUHu98nzcflBnDnhyLrHovfGe/+b622QMbnec8fj3Fzff4Gr+6XetiI5DnmqfHvDFqIbxjj+3I6thjm7j33iparTZKOBuhbuM2cj/YG2+17atW5bj33goaDaBWS4ef9X/ZPlaaMaCkilwnFy/6skB5smvM2vIrRYqFJ7zn0fA6jf3Xcj3vh4EzIi+NAopRpBwVTLUd3E4FBauflSCnVw9Qt9gzr156r06WGbfN++1NXJbFMP3slVvG2k31YRFYaV3KQ6RIjVh+zBd7KvatHgN7Vwxu+jAoPxxrddiONgMd48UOcmUwUo+JQZTDxjxPeF2UQ4UeZVnvVR0jIyPd09FNLuzReTJNGWDKd9R/LGOvHTpeWHcxSEWGi1Fvi3aHp9HRDPPnt7FrVwVLl/pr15HRC/S/8kT1KwDMmtUpz051MKpWgVWr2rjjjgpOPnlwE5YS62XPAClDMwaUmDx30xss0eaDiIaxsD3S+LHu9okspjL86KYOz7OLyFPU/N/zOIHedvBICTJ57/ZJtdHb2KFeJN9LKeSiuriMlDFSVJ4C3LCTqaiOsmNB+eEJzspQrXAdM1oW97euibA3wPcjnhjUVBlz2ug/95cqdZ7z3J/24YeDdWx7dUTk8TeMIlWgUUNWyQxoDyB13HbCaf3zs3OyQw1LlkwNjFGtT/uD+ygy5Gwr+qpV/WV1Njt0QMnr50g2OrfUi41oxoCSN6E8t9fIrEQe0FaODhAWkLfbLMVDZIVoeq5H/6fIU9488a3dHHopC67KC08g5s9Tbp5iUJlyXRor53tRe6P0KWUY1e+1P1LSEQB4E8ab7BEVeWuRovd49q6rdWv9qWEkryyNIthY4mdwbPMCjzdPsVgZvO4UySWliLx+8RS2lsUHxup4UqPH67+IJ/7vKf1o/LOXqmF6BVn7jpS7XVu+vIX77uv1WbvdxsqVnVdYnHfe1ECeaJzaGFGePVqxIse2bRlWruwfp2vXtrBxYwVPeUr/FvRhqQwgATMElGyCZFnmroMAg6E1z5ti8o4PUmtRXzTmgYlORE6ru7E88q7rAI6UJtdh1yJlwe32QIEnozcxo9BUyvrkPJEXqTvFvMniGRxefZ4l7q312f8oJBy1pagviyiyWrnclKUalceka0pqZKV2sZm8+A20JnvzfCytGi42d9gQ5B16ltebTyoL5tvKsvKKFCyHINVYKmuJK8AXGQpRW5h0o4fnQaqxzG3S+pYta+PGG+t9bV+5sol77qkN5E/xzn1ZBCZ2WniW9fO4bl0bX/5yGiq8PtO5y21J0YwAJaB/QdO7buQp8CMBhjL5PWsp8pqK6tHB6HlI0X+tP6qLlVIEMqw0ONYdkQK38uOl99KqIeEBGOAr2giw7H+q3yMPKTI0/jeoiA8FbW2zklrs7DWw15TyODgvg1Oe5921Gk5rvxkUrC0MJp5n4JHOI88Qica4grq+xt5TiB4I6dgvmltRn7AclXSuqEyiyIe944jzrlrVxDe+Me7yoO3UuhUgNQ3QCd9t2zaob9eta2HDhlG3zBR5c/f/M54SkAYfFYRnWShFAGP3NP6r99ny0fUe5amIIo8o4pWVshcaYaXhleUtivPv1IvRrF7mk09sVwVqxAor4s0AM+LNS2/lRoDM7fVCskUKpqxSiijVjrIGEyvhyOhRLyBSCiYv7/R3Iy+8DQweWcS82Yc9JU3HO0MjWXB/8T0jA1a+riDkAZMq3Wj9UuXJ7U+l9dqh96w+b8OU9jPz4IHZkiUNbN9e7ZPtypWdNSXOz+3kELpGMVT2XpstfMdtzfMcq1bl2Lq1gunpNmq1/rHntUuJx0sZMJsRoKQDxAOUKAwE+IJh5ehNEHW3U8os5R0B/vE7XhlWTkops3L1JiXf8zZ68G/1WnjA8kBm/viagj+Dgw4ub7BZXdz26FUZKmf7b/xEG1r03Vgpa5a/td5UXk6fUtpefxeVpzzpvRSfvLNNNy5oGJf5UqOHlSNvs+YQLG/H5nvGj+4AjHhXcOWx5BmfHnjqrj7Oo3KL5nXKGIqMYS+d9jPvUozmCs9L023K89KlneeUOO/xx3dASdN689VeVTIMLVvWxs031/raDnS2gh93XBt33VXBiSe2XLloG1V/6VhLUWxK/L9I3Nk6gBVMeBsoX+dyvPI1rdHevePYuHFJ9/8wVjOTWY1RGI3Lvv32Jdi9e7ariHigeeEsrout1RT/eZ7jRz86Fo1GfF/b4C3gepM1ane7nePaa4/uy2dpPKs7Kl8pZYHt3l3HLbcscOVQpHAimXjp+f9tt83Ftm2jpcosqit1nz//+Z/zMDXVDsdBtBFB54f9NwBiMGJAyLIKvv3tRS4/RfyzYTVMm7dvz3Dddb3npTS/ZywwTyobtd49mpoCJiYAve2109rk6Szli3/r3HrggQ6v9XqOej3HwYO9/LNm5ajXgX37/LMFlYo8wY6RCOzb1/nd8ZQGIx15nndf+OcZoikDSvn5/xQocazaJoR2Mnc8gOR1+44W+bRsszpGRpqYNWtwy2VZ/oHBDQCeUuDBOTY2gVptagAEuGzm1R5wVOLYfnQUifEyd+4h8BslIxDg6/zAJC9w8w4ubq8eJLtw4aGBcvlkAfuvEzaK1RuvegKB3RsZaWHOnCm3PJa/B76RElOe1EuaM6eJ8fEeGHBdzFsk4ygN88p5OnKdRrXaezV3VKd9vDmkCqNWq3U/er9arWD58t6xXN4OvBQI8pyNDCiVwfg4sGjR4DzifmAPhcdnu912x67yzO0/eBC4+OK5eNKT5qFSGQyb6thQPaT/eUOJjkfjq9Fo4qKLlmLfvs49PSQVAFatauDuu+t98uGIgifzFG3ZkuGJT+ysU3VeLuiD6Lp1zcNvoe0PmWu/cV6VaxlAAmZI+M4jG2QmAF2gB9A3GNTV99x+npR8jwU4Z04Ts2fvA+AvghqpleRRyoJhV/aYY/b3hV2UOHylO5S07WqZ8TUOx5x88k5k2eBuRy9vpGzKyKe3jtTGqafe37U6OX0UCvJ41z7kB5o1hDd7dgOzZzeQ5+kHU5Ui5ajy9MDj+OMPHb53ZF52ysJknvj/WWcdQJ5nAPploa+ayPPBkJiVz2XqGp4afQBw7rkTaLUGFRivaxS1S++rUmeaPz/HvHntgfHjATwDMwOn8WgeYK1WC3mdMwd42MNayPP+Ld86HpgPa4PNbeVLZaW/t22rYs6cHHPm5AAyLFvWwvbtFZxwQq+P7BUWZ5wx1VdeKiKUog0beq+lsFMdPFq7to1vfKN/N2BkPClp2/8/4ykxKdOsoDxFGFl7XnlemrIIXjbdsHnYo0ulAWKPpggYPeXqpY3KL7qfspaiEKbHW1EaVn5F5HlZRW0o066orDLtKMtLUX1l+VB5pQwMtfI5dMdzkKMCHh9KKYVZNFf1nleWJxf2aD3vXj1Ij4fnPa+B889vuvJJtUH5jQBK+2v9+hpOPXW6m2758hZ27OgPmXU8pdpAWZ58inRPlmXYsKGKdes6IGonOUxODvaBhe9SFM3nYXXmjPGUokHO1m/UOC9E5728LtVJbAVFC/DGg32KlC3XxTuimNgTMc+FLVT+9ry/iLhMttwiT4QVV0rpRJ6VbjjQtkV8K2+Wx15SZ2Tys/JsByKHEfikd66bt7Vr/3p9pfKLrHEeT2o1a3u5bZpe06X4YaD3FJBZ6npGIeeJlCmPbyZv7tgL9kwW3ppjZAzqXPDk6Cl+lXFkcNk4tWuVSu+h4DzPUa/Xu21gUNB6H/WoFtas8TdcWHpdc+M2Aj0PzfOyVHlv2DCCU07p7XT1TnVYubKJa64ZG5CH158e6VjesKGC5z2v0c2/YkUnhLdqVX/61atbuOuuClotoFIpv5uOeYrGl9KM8pS8SeI1WmO1RdaTpuf67OMpA7UQdUJ4k9ULdQBpheC1hX/bhNfFZwUOTyl6dfFvViqR/Pga8+OtV3BZntXOCsz7ePm1r3SgF012LccbU5o+4jElo6K6ozrLGBjR5E/VVcS/ksrY++gmCJ0XZQ21YQws5k351Laqd2Qekr22Y3p6us9bStVfrQLHHBO/9JLbzLKNgEp/DwLECE45ZdBT4vbqtnCPJ9Yl3pxhWr++/62yy5fnA+9yAoCRkQzHHNPGPfcMvjGhjBHjpYtoRoFSWfIsFL5XlF43VaRCZ2UsEQ/IvDKL6mFASqXx6lDA9fiLeCtSdvyfJ39K2XnApAvxUb2RMo3WvjxlrL89Sz76be3Th0I1vcolJa8ovXfPK8+jMmCYAs5UHapUPEXjGQge76rQI8MgRal57oESG066uUHTDDP+PdJ7kYyKlPKGDXWcemqjW+ayZS3s2NE/V+2ooTJUZLhPTQE7dmQ4/vieDJYvz3HffX45nRCeHzpMyaAordKMCd8B/tlgrFR0R57dt8HHnc9hME4bW0WDGyk0j/1OWXtqLTIAeJOAy9cBxCEOXkD2HmDUutj7Y/70N5fP7eITodmj4rwcBlSKwKOMN2ekz28wsGj4R8N7XKbmsXJTz3FYHn07q7VBQzoaEvQUtl3zFB7f0/GmdXmKVBfjrX2Wlk8Tj+aBZxSlwEhDVGZ4eGNC56zx68nC+prLSRkGQG8NyQBoamqqj2d7dTq/rsN4N/48XrzQpEc61jw9FckD6Kzj7NxZxbHHNtHZtGIP0M7p6/sFC4BGI8OhQxlmzfJPt/H0nlfnli0Z1qxpo1IB2m0DwvYAEBqdfHILmzdX8fjHDxo6Rd/DGCAzylPyBAz4C+Vq7anXEykSzc91cx6vHE4XucaRF6PA49Wp9RV5c3rdJrKGVjjkEtXlWbz6X+vTNnrk1eGl9ZQs9zEvTnuhNQ9gPEXGVrJHEagwj159HDLy+PPa6f0usqYjihSA136tm4n7KBrnes0zHvhRAb7u3StDagB6nhKDkrf1WvNGoKhy9AAp6ifVMZpe9ZCl27y5hpNOaoBvdTylwVd5HH987ww8rsML//P85/t5ng+E7oDOqQ7bt/vhvnXr2ti0qXbEY7QszShQUoqsbf5v6XiwRes6ajl4g5KpzI44z4JMeSVevNkrM7ruWVwRABbxqveZuB6NvReBkQf4KdJJrxs7IiAqssQ8Kzdl9aas4WHBRb3iYfJGVNSHymtKwZalVJ2s9HhuqYeRAg0PYIraFrW13W6j2Wy6oOTxXzSe9FpkyOhc9uZpEW3YUO+uJ1neJUty7NlTgRZl60opHuy3Z1D06uyBkqWxB2i1XABYt67jKf1v04wK3/EgzbL+t5x6rrDnGqcGiJXvgRGnU4vDKHq+I8/9XYIKarwDLDq/jnnzTvy2OrXtKiMGMfY6+IRo+891WznsMeixKSqjaBLyS9uY7yIr3Zv80enxnpKx9HyPQ3fcNgYR9mA9UFbizSu6kcXu66n0nqJgubIsWDHq7q3IqOE+TM0P77/yFs0Bu25jSccop+E2q5fEm3ail/vx2FFg5evtdufFg1NTU931I8trO+8iBa38K9Cl+iQCTw/IdV5xmvXrR3DKKY2+69UqMG9eGw88kGHBgh6Pnfcq1ZFlk32GgZGnC/Q7yzJs2FDBi1/ce4Ae6Kwp2QO0Og9OPLGNO+6owp77U10EDL4XzsoxnRMZzUwzwlNSYQGDAGXXPIXmpYtCeQC6R/B7EyFlGUbhtDLWSTRItL7Iy+P0kWseyZSvWTovnFfkcUVyidriGQBlLEjuZ96mXpTfU44GBlo231fvRilqG5fn9VcEJNrGCGC47ogP5YeVhScfnUNFBoLHh9bH3j/LhTcW6G43b6OS59nZf6/dVp7VYV4SnyTCRhuHtb326pjRk0qKZOe1xUvn1b1x40jfJgfLY9vCuf2dV1jUYWtPRfXpGLL7GzdWcOqp/QaXd1K40chI5/7WrfFDzp5sh53/MwKUgPJhJ6Zo4lk+wA/BKXCUEWzZ+r26ypTtgV9Ul8d/SlGlePOU3rDkKd2i9F54xPsA8SvdU1vLI+BRRcnpoh16Zduvv4vaz6Syi7wbzwDzyolkyXnKtq/MmGVjSftG1/BSIewU30w8NjgsaB8lz3jTsq0+7ygibyxxGSlAKgKzPAc2bapj3brGAN+2rmR06FCGn/xkFNdcM4ZPfGJOOI+8epgmJoA9ezIcc0x/GtsSHtHatS1s3hyfQajk8VI07mZE+I4FG01Or9MN9SMLyogHIrv1XJaVY4OPLXNPKZrlxYvvKfDM88GTybl+j/RBWp6IKcvcqGjQKE9llRSXrf2m9Vm4jHdlsfeTZb2jjlL9r7vgjPh60RqgThBToHzfFJF5kc1m032Vgv33wMGut1qt7qnafF3HXyQ/LVvrLWPIpdJ5ZWs5UdlapoavtX1aRtRXqvi9chjozEOamprC5ORkHyDxblU9uFnL5geB7bfyqnMrNV9Ub1gdXL/pmW3bqpg3r43Zs3NwkXmeY/nyZt+pDrNmAQ88UMHWrTUsWNAfKtNwsQf89r15cwVr1rSRZeir0051mJgAxsYG+27t2jY2b67hcY/rPU+lOyk93ToMKM0YTwko71VEaayx3q40ttY8oXjKUMsrq/S8MlmBaxoPVL1TKFIWcoo4tJLafVbkgUVWutdvNpmL+IysVc9ajizAVB1HYskB8ZP4UdnR75TSt+segHhy1//e+PD4iwCqrGy8dhXxlmqj7j71yo3GAXst6h1ZnxkQWdkWtovWrYDB3ZOepxeF8YpkVeTFbNzYWU/yyM6/4/SveMV+AMAJJ0wXzo2Ipw0bKjjtNH+tlF8wqGNn3brecUNl9POR0IwCJSUdsGpBqRVVtM03QmsdNN6GBg8MInfeK5stqxQ4seelcfqi8ENEpghMwaa2wnrk3VPQVmKvKPI0PeLJr1uKud4i/st4rl6ZqviUp5RR4BkPZalMnsjSj8BM7/0qeEuBqLe2lAItBigjrw8igODTGngtyQMl9pai9Sw96cEzjPg690EkN2/86vzrPDQ73ZfX0i1d2ho4auicc6bx8IdP4oQTGgNlaxkRbdw4uB3cqLPZITqYtRVuC0/NtyJ+mGZE+C4is3q4c/keMLgW4ykN3WHmAYIqIi/cZPzYNb6fsvjtfwQo/NvS8MOrfN1+RxPD8umE4DZyG1JWqpXD4Qv2fjyrm8vXvrG8GsbkXYYWClDi9nh1sayszKhtkbenMmIFYnLw2q78MQ9cb+oZL09mHoAo/57RpiDBQJECCL2ueSKlogqe0/PmBq7LZKMeDKfTV59Y+1qtVneX3cTERPfooCzLMDIygmq1inq97kY3ok0ZCkoMaDrOPODXua3eladD7P/69SN46lMPumNx2bIWdu4c5OGNb3wQ8+d3Qm/c31Y3l+H1+/r1VTz60b0z77hvO+tKvvFy0kk5fvGLKrKsAqCjA4teJujNjRTNaE8JGIzjDpO+TMhNKWX1exR5Z0aRBftQ+PHKjXbgeZZpih+1SKNyhuE/WtRO5fHIm1z6m+VQZiKkyoyuRXm0P1JKn9NH5Ue8pIDF2102TDkpUIzaMAwVyQToH4MMFBamazQaaDQamJqa6gKSradUq9XuKylMFrrtXMek55FFHjrzGBHzn/q2z8aNneOFvDL1/Dujhz1s2jUeyuqajqfkt8GeVfL6aWwMWLKkjZ/9rIqp3tszSo/XMjTjPCW1COyaURnUZUvXyAOPFODpBgC14Pm/x59al8oP39cJqf85v+c5eW1Qj8XKUevdIw6DaLme9ZXneZ9nF1nOKpsiPqLtuxFvHo+eV8x1ev0Q9RV7xxF5wFAEYJpf26YeUFSu1a33Ih49nryyNW/qd2puatsiY4cVtgdOBkj2AXoeV61W63pJRc8+8T3etm4Ap5GFaG7yfwUkBlRPHzUaNezeXcXRRzcADMpw6dJm3+471kdWDo+31DZ7u37wYOdts8uXx6B0331+/3/mMyN44IEMT3/6XGzefP8AX5FshqEZA0pqmdig8YTK1xkoognDoTh1NT3lw4PZq2fYtnjkrU9oiCcCIE8xemAQhdJUIdtv+9iOMbYquQ6tl8tSHryQZVQGEz9cnFKWXkhMJ4iG3Zgfz2hQuami57FpH35DK5fvgZAHSJHy5G8vdMj9prKI6vTy6nXPeGAemMcoXSqtB0raRgYKWzfSnXatVgsjIyOo1+uYNWtWF5DYOOC+9ca0rl9661zcJp2nxquV12g0+ta7eJ2K5QwAmzePYM2aaQBt5PngxqB589rYv7+CPK+gVqv0tQVAGPpU3ngMb9xYwdq1nZ13SlmWYfnyNm68sacDeCw8+clNvOENGZYubaNWy9Bup18c6XmYKYMJmEGgFFGkLOw/U1GDi9YqlMoAUpnwYlEnaDnDUsRfih9PVgwsRtFvvuZNOA8MI0opZO++Z+VH9ZetowwVAUeKl0h5F42ZFI9F/BcBQBE/qfnklV3GGNMyovI9b4nDd7z2U6vVusDEGxyiLdGeoZQC0EipKv/eOpLqB13f27RpFOvWTSV4ABYvbmPPnuqAZ5MyeiKZdkCpdP3N5gAA1hZJREFUGm5yyPP88BtoB6MjALBwYY6XvGQKt9xSHej3qLxhdduMWlPiQeDte7d7PFDZUvdiwkZq0Wu9mi8arOqee7x74Zaoc3RQcz12nzteLTyzglLrMB6fqqjYgoxOvIh+e4v23HZecLe0/Fvr4yfveTuvt5U4pXC5XUrRArs3PnjsGJ/6X+su2ommfZLqF+2flDJXKgImLy1TFP7Ush8qL94c5zUYfS8SH1VUr9cxOjra3eQQbfDQ+jQ0V8bA1PZYOpuLvEWdNxxUKhXU63XUarW+17Bv3DiKtWunXY/CyJ5V8sjzUJjUq8vzvO/MO49so4OlV134x388hVNOGTw1Q+uN/heBVKGnlGXZJwA8GcDOPM9PP3xtEYDPA1gF4C4Az87zfG/WkcgHADwRwCEAL8rz/MaiOso0xOEruc5j/6NyUpNNPSQrNyVYb3fNsJajleNZIOqC6xFBXI+2xfsfgVURcdsipcL94O0GZN71fD9OHwEN/+b2eef4abkarovCpcyHffNOLA5xavtZRtHGg8g4sm+TIfMU9av2p8ouCkumDAs2HjzyxprxUGa8e/m9MnQ9SeUxa9YszJ49u+spcd5onHsAqPMkBeI8Pni3LocbrTx9cFfL3LRpFE972sGBecWA2jlqqILTT+8/LosB0dKrXL1xtnFjBY9//HRfWdxu71QHq6/dbmPJEuBP/mTCXVP3/g9LZTylfwHwBLn2egD/lef5SQD+6/B/APhNACcd/rwMwD8+JO6Qdv8iRZoCHL0fWSgMbkXrSZH3pHWVUfzDrF0VlVfWoo4UZJFlmxr4KU+BP54163kD0b2Ih7IhPq034ruMl5aSV5Q34ouprKIv09fMR0oeZcorO7ZSbY3SFJVdqVS6YTv1Prwdn0Vzgftc16Q0HRNHbLy32WrkgT+VShWbN49g3bpmH4/Kx7JlLWzb1jNS2INkPorIeNqwoRO+i8bV2BiQZZ1THTzK8xxLlgy3+WwYKvSU8jz/XpZlq+Ty0wA8+vDvTwL4HwB/cfj6p/IOhz/MsmxBlmUr8jzfVoaZqHFqlds1tUStI3nREej3dNQisrKivfYKKmx12gJ6nufu8SacnxWbWjNcR2SZetetLWoZ6u+oXXxfeY6Aqjo1hfHdu9Gq1dCu19Gu1dAaG+ueT6LPPnneap7nXU9D02dZ78FHlinLT49fMlJvkvN6FqSON6/96k2VVbJ6TSkaC1GeyLNQvpTHIkXPaZinorGQKjMinsfeGNH6orItFDYyMoKxsbEuMFm5nnGobbVvG0vqVXPaqI/Um7N6TS8osGm77723igUL2pg3r4I8H5zHVk7nVIfeWxOsjmhDhqdXjPbtAyYngaOOagPo34nLvC1f3jnVYdWqwY1A9jvS1zp2hgWsI93osIyAZjuAZYd/HwNgK6X75eFrpUAJ6DXY2+lVNDHtHq+72PcwMU0GNk9xRa4+58/zHLN37MDogQOYnj0bjTlzMD1rFuCsP3gKVtvJ6ViRa93Lbr0Vy3/2M0wsXNj5LF6MPWvWAE44Jpr8CvJM+dgYlv385zj9k59EdXoaeZbh+re+FbvOPLMPUFRWdk4g0B9m83YWWps4HQ90XnNia1F3DXoUbevWzRreBg4t1wMnrw89o0H/e+AR7RrU8j1vk/N4dXJbtF1eGzUU7YFLao4NA5JeuM14tPE1MjKCkZERjI6Odr0kqzellD0w9LwbL4+2wYuQRGmtXP6/ceMoTjutGe40BTqguXRpA5s3j4br7MprSj9u2lTFunWtgX5jAMkye69ShtWrB4E56lsuwxsvZfQ38CvYfZfneZ5l2dC+W5ZlL0MnxIclS5a4jJZ5LuQwD0NZbB552xqJ14H/KmBeb7CyJufPx5lf/CJWXXcdAGDvypX4z7e/He3R0QGL0LMqogGgv/naztNPx/ytW3H2pz+NSp7jl+efjx+9+tVoH1bYnqIrAnm5gLue9CTsPussnPO+92H0wQdx7vvfj/3HHINtF1yA7RdcgKlFi9yyvHCIXef6IqUcWdHcByHfh8lbi1MeLL/1o6fwlVfN6/1XwCijoIvaEwFQVKdXbmp86zXPs9T0w4SSisaepjMPoVarDbxhmdMVhc0VLHRsReVoWVE9Rf2QZfa6imbfOOff9m0nhWukJwIHvcd5Nm6sJXfeWTp+r9KRhua8pYwyevpIQWlHdjgsl2XZCgA7D1+/F8BxlO7Yw9cGKM/zjwD4CACsWbMmBwYHN1sybIGXXe/hzo2EoeE1LS8KD+mCq9dx7fFx/OiP/xi71q3DOZ/8JGpTU/iNN7wBd15yCe666CJMLl7crZsXR6PJEQ1wVep3POUpOLhyJc67/HLk9Tqe9MpX4p6LL8YvHvc4TBxzzMCDrpzX+81kbT1w7LH4/mWXYfHPf45dZ5yBo9avx9HXX4+TL70UB1es6ADUhRdicvHicMeYF07VdMwrKyZdTE5ZiJHS5OusDOy/1a9y9/jV587UerQyPeWZAreUEmQZemFGLiO1Fhe1i++rotR0EX+p616bWR78ELf1s/23h2R5t51nqXNdUTvN+1YePB6533hJQOvgse2NlyzLsGFDHb/1W1NdD1/nQqPROeWh8wBtbWDc8gYHL6rE+tLa13lGqdXHn6Vno3r58jbuu6/4vM7oHvMZ6ceIjhSUvgbghQDeffj7q3T9lVmWfQ7AIwA8mA+xnsTAoAChnew1MuXtdJXP9DQWb9mCJbfdhoVbtuDHr3wlpufNGyjD89BYqejCN9ej4YA7fv3X8cBJJ2FqfBy1iQmsuuYaPP6v/gp7V67EnZdcgnvPPRfZyIg7ETyvJuKDv3eedRauecc7cGj5cozcfz9Wf/e7uOTtb8f+447DnU94Arafey4qJbd8K3X7oFLB7nPOQQZgz1ln4f6zz8atL385jtq4Ecuvuw4Xvfa1mFi6FNsvvhjbLrgAU0uXujLz2uu12dtZqaFMLqdIsUS/eXxF4K/krWVFQMH8HalRkGpPqr1FoT7Np9e9+ZFSOhEvXr38W0NVCq7AoDJM9beCrP1WHWN1pCIWbAhoHTwOiozi226r4c1vPjjA0yBAtLBzZ20AcFPt5PVu5mXjxiqe/OTeieSRkbN8eRv33jv4OhlOX/a5zyKvdaCMIgTLsuxKdDY1HAVgB4C3APgKgC8AOB7A3ehsCb8/69R4BTq79Q4B+P08z39axMRJJ52Uv+9970OlUulbMIy8Fm64tyVcO8K+R/btw6lXXYXjr70WIwcPol2poDUyAgBojY6iOTaG5tgYvvfnf95VoFaflZOa8NahResWeZ4jazax4pZbsPp738P8X/4S//53fzew7uNNGJWF8aAT0kuftVpY/pOfYPW//zsmFy3CjX/yJ6GiLQtQHnW3X7daWLxxI5Zdey2WXX89tvzu7+Lexz3OtSa5ncxz5IlqOz3jYOvW2diwYR6e8IQd4USO2u1NpNRag33/138dheOOm8TatQfDPosAM1KqWo4aPR/72LF48Yt3YmwMfZ6DKTVeFNftyZEHxTyzEu7Mzxzvfvc8vOEN+7p5ol1hCgZWH29M4A/PIXtIttVqYfNm4Mc/HsXTn74HWZZ1n/kZGxvrhvKA3itHvI1HCmpZlvVtcOr3RIBvfWsUT3jCFEwkrE+8zRReeJrDvyyPiYkM5567FJs3349ardcn3/lODY96VAO1Wv8zT2eccQyuv/5O1Ov94WTbeahv1WXw4rFw+ukL8P3v78eiRZ3rhw4BP/xhBZdc0uh75vErX6ni3/+9jn/6p8k++fCH+5u9Rt66z3JivXjiiSfekOf5eXCoEJT+b9CaNWvy97///ahUKt3BxEL1EDm1kK15BizJ6WksvekmrLjhBtz8+7+Pdr2O6tQUapOTqE1O4tBRR3Xe/Yt+azdlpfD1omeldOLWWy206nU3JJhSklyH50l4lnlXwTYaaNfryTTMv1e3ZzVpvd3f7TayRgP56OjAxCkLSh4Qpa63WkCzWcX4ePpVA9rmVFiTr2nfZlmGqakK6vUctVoa1D25W5s1jRdm4TSTkzXMmdP5raDEwKS/uQ1eiFXrNFDK8xz79wPz5/far9uVPfnyp3547Gm9rNj4PUlTUw3s39/EyEjHyrcdd+Pj492jhazvLC/X7YGyts0jzwD20qvsvLK5rTffPIK3vW0err56Xzd8d+BAhjPPnIPNm/chy/rb/5jHLMPHP74dxxzT6OOJt8PrCyW57mq1in37qrjwwgXYuHFfl4/vf7+G97xnBF/60oHuTsRqtYof/aiKd75zDF/72qGBNqeAid/mzHpO5/qaNWtCUJoRxwzpRFBPB0gfQOoNKG+QGOUjI9h+/vnYfv75nbQA2rNmYXrWLEw7/OhvHuTeE9VRfuPVOt7+57UasjwfOCY/Zb1yWXo94pv/5yMjyPh/EGLw8veVQ4M+mb5S6QISA6jX92Xbozzr71oNqNXaAAY9qVRbUoDEilXTZFmGsbHyC+zeNQa4VL9wnbNn58gyf90u1WZtk9XvjhcBdYp4F8rVI41icFoPKLIsx/h4G61Wbwu2enGeB8P1aOjS46cMRXrHMx4i3bRhQx2nndbs68cf/KCG889voVoF2u3+MpYta2HXrjpWruxX9soT/1c5rF+fYe3a/scsfvKTKh7+8P4DmPM8724JV33EHpHXh17dkYwimjHHDHmLwCnSNGypc5lsCXohL/3wcTaax/J5liYPdA+8lO8of6RUPB7ZKk6Vofyl5BiBnJc24s8jba96ZSnlr5MrBUSqQFWxe/x6ZRTJMZUnxV8ReRO8iFJjhvmL8hWlK1PHsKQgl/JWOI8pZA7za94ySlPHntd/Zfsrqtu7Z3TbbTWcfnqzr6xrrqniUY9qumV13qvU/0oObo+2j9tlZXW2gzf70vzkJ5UuKFm6druNZct6pzpEbVA5RDyULcNoRnhKTIzGrGD0wUhrLMcvWfFxLJcXLu2ZAC+cwwLkurzQhoZc9EFdCxNYWbpzz/J717hcjzQdTz7vuraT28XEu3m8fFqehiXYgrPyow0AvKvOnmEyWVkes4YZWBSkPEoBA/9PAbJ3zQNVjzzjh8eU5dc6vP7T8au8pbxJNQT0Gn9H7feoaHx66SOjI0qrc9zGloW0bE5FD8qm2sNzX3WF3uc8PPY4jee5DHp6/e1dv76G5zyn0TUs8zzHtdfWcMUVvXAZ64Tly9vYvXsE1Wqjy6/Xbl5bU8DfsKGG005rEW8dT+nyy6f6ysjzHKOjOSqVHAcP5pg1q3ePx6Inp0heptdTho/RjAMlYHCS8vlonjXDno2Rt+jIZbOi89IoD6lyuG7jl9OpQlJFopNE6zBSGXiyihSAV5+mKfKMipQ7K9AywOZtUmEeVI5llGYR4JQBtajOlCKN6uR7kUxSypDTFIU+VKF788S7l6rT+NL70fwqS57Stuv6P8/zvvWVMmDkzR37lJU351VSQ4EVtRq9g3Mzw6ZNNZx2WifsCgAPPJDh3nsznHZav/fXASc71aGG+++vYfHi1kB71PjwwHbTphqe+cyp7v+tWzPMng0sXpyj3R6UwYoVndeir149uAs6kgu3t+w8G5DtEeX6X6TI1bbfeo/T8MfbVeSlT9WVUijDKqBUet71klK+kRxS14qUuXdqgTdxU22J7uvgjQDJyAPFVB+nADbV3ylwSY2NqCzvuuZVb4V3xalS4XJZbh7/njXugU0qzKy/y8iC5xhT2fCOdz01rmwXnobtorIV1IrCaan5GbUhAj727Lw8995bxeLFOebM6cn3+utruOCCFqrVbIDf++6r4GMfm4tPfGI2vv/9kYGNK9Hc0H7evLnaXVPKsv71JI86B8H2j0NvTh8p+EQ0ozwlC+uwe6ohIqDf6vPCQ1aWkYbOinbu8ZE49Xp94E2sWj5bTawoVWmyx8fP13gnaUeTIqWsPDloPh1A3u5A/q/WpV6LQEz54Bctan/w/wiY+LqefedNDAZ6bV8kL++3WqJeOdpWHZPMa0rxmketgJtSnrrG4Ckpvqav2SgK32m/RvMt1aaIdy9tZGgwKFlZGg5V0FYA8k7nSAGagko01rQez1BgWr++jtNOa/Xdu/baKi6+eHDDAQCsWNHEunXT2Lp1Fs44o923ISqah1aO8bNrF1CvA3Pntrty+OlPB0GJx1zvtPDWQHn6uIpX5/8vPCXPWvE8nuhti9FvL6ynk9Y2DvA7ffSZDsvPgJhSAsyH1zb+nbrvkWfxFSm8onCFTtYoPMFl6ETQ9LzmZ6RK1JOz1zaeDEUenCdPL03RxwMJzh95t17+FH8ej1EZKQBS3lLllqnbo6J7w1xPeTt23fo9Ctl5Y5t59DyrlOJUpeu1RYEjKtfjef36Wt9rKLIswzXXVHHJJbHX8nu/dxDj422sXu0/f6V86bjYvLmOk0/u31hhnlJkdC5f3u4eNRS1XynljZalGQVKwOA6g068aJIzlVH4RROe/3svmOPdb1pPBEpFHRSBhjd5dFIM406bXD3AYEot3pZtD3+ibaye7LlNWqb+joAsRUUAxde9zRZevVFZqbKV36jMsnVo27xNF5rfqzfVtmHCdl5+zlPkZQC+Yo/q9eTMz8/oQ54eDykQi+r2Hh71ys+y7DAo9SIlu3YBu3dnWLculuHFF0/iyU+ehC2zRkCksrP7mzbVsHZts8vL1BSweXMFp5+eetlfG9u2DfdwfZHRUEY/zZjwHSt7I3OXNaSjLiuXwWGGKNTCoSPlQX9b/Z5Csmt8yi/XX6lU+p4Y1/JVyXtAE1ll2ibmh/NqvVqGKlxtQ0r5KG8G4EapUKnmV7lG6VP96uX15MBtisaCt8uuCJB0/HrplE9VoF6+PO89w6ZWrR5K6p0DGAGiV7d3jXnlKEGe530bDyIDR5V3lmXuTk8vn2d42GkO+qAwt0FBImon65gU8Hh88Bwu480Z3XprDaefPt0t67rrKrjoohayDLBkOpcqFeBNbzrQN8a4bR5fXPemTTWcfXaj+//nP69g3boW6vX+Oi3vjh0Zbr65httuq+BLX6rjGc/ofylgZEyYsevpCe81IR7NKFDib70e/VawMRAw4ShFu+CYomNSlIcIECP+vTweKUh46SNZ6OQxuXCbdGNFquxUW+x/GVmnyomoSFl7Cn7Yejx5peor4of58njVPJ6n69UR9RNP8jJRhQiIorZEBoDdUy8i6gumMtay8mvj1QDEa5d929xh79x+e7vSdPyqIeLNxahNChR8PcsyTExUsHdvhuOP7+X93veqeNSjeu9K4nbzZ8mS/ncgcd9HRobRpk01POc5E906OqG72EtaujTHz35WwW231bBo0WSo31JUdp4rzYjwnU4ktt6BntfR/9bG/mdgUuhbhMweDx5pvZbPKwvoPYPjpY8Ul8dTVL7+9sKGuiHEKBW243KLFIjWH/GtlnQK+CIlykrEa2vEl9EwipCvqVUY8Wz3ozZwyJfHcpb1r2FaOargvfVM+x+9xkE/kbz0eiRTlrsXBvOAimWnXoUn04j/arXaPTPP5KXpdX5qOE0/AAaueSE3NSQ8T0GP2VG5ZFmGTZvqOOWUjldk9L3v1XDxxS3XQFKdFJ0gk9ITed4BJVtTyvO8b5MDj/EeCAMveUnn+aUzz+wHzFSfDWPkRTRjPCUFIiN+KFUHBoC+8570Px/lEylMtvDKeFHGUxQWYuuMJ415cR4QRQAQWWksJ7tv1l4EmDaRy1h9UX7NF72bSAc5gL7j+bXsorpYDtFg57JT7dGyPIDXseDxmPqvyqRoHZTHaZZlfQrTAwkdV54yVqNN+dIyuc84PMTf2mZvvHoU9ZmF/7gt2oeVSu+153afX1th576xJ2VkcrRz8NSQqVQ6Z216ckmF63T+WV1ljLfbbqvitNN6wLJjRwX79wOH394T5mNPzwMEHVusb3btqmD27ByzZ/cA8oYbanj72w8OhO4YSH/rt6bwsY+NYdGivK/drM+8MeJ5zqlIgNKMAaVoQKvV4w2cIy1baVj3VMv2rFsuN8VH5JEUTXTOU8YjTOVPXSviR+97yj6VPwWWR9LPw/R52TaVuRcBnQdIOkZYuaTk54FMBNjRvVR6pkj26gmkqKhvo/wM7GzU2AGsXvsj7wzo99a9sJcClvLtlR3di66tX1/HWWf11pm/970KHvWo/vUk44F/MyjoGllkoFn6TZtq3eOF8jzHrl0ZpqaAo49uI8/jNcQ5c4B3vnNioGwtP9Veu65GdIpmDCgpqdXPVkJZ5RUBWMoK0utWt5LXkZGn45XhueNaP6cxL8eTi6aJ5MF8RQrRu+bxWrRIze1gsCsC5lRZkSV/JKCickqNqWHWxlLAwFRmB1tkEWv+KGxXxKvW40UjvLFv1y1cpeuVUVkRH+whajvMKzSPKM/zrodk4U71RiNgsjo8uXgAZ+mjTRBliXm87bYqnve83kGs3/te7/kkJV7rUnDVjTg6h7mdGzfW+g5ivfHGGs49t9mXN2rfJZc0B66p8Z0CI04f9YHSjAUlPjvO/htFSpQpmoQpIUbK0wOBiJgv7jgNq9nDpHoWn9WtB8PydSaN8et/bbMqd1MECmieXLydZcZ75NHyhPYUNl9XxRX1lXqHkXfqeQPMqwdGrNg8izk1rnRMRptJPNCw9GwIcHgkejaPQ3keMFlZnsLV9vBvLxzFYUYGJG/nXQRCqTnrycP6a2RkpK9Mmx8MTtxvXn1Wpwe2Nv69NePIWGBP0TNqOax4uDRs3FjFqae2Ycv5115bxWtfO+0atFYGgK6s7To/jO4ZTRzO37y5hoc/fLpb7g031HHuuY0+eRWNTW6fgo0nm4dCM2Kjg1HRRPlV1lPUCRHpoB22Tm+S2HVe9I4GRpmPWo6eJc0DOgplKL8pxRcpOs7r3Ru2r6P6UnUeCaX48uSSKsOTV1F53I+qJFVhefKIgKion4Dya0nep6w8ovI8uVh7vNPxy445+81t440NuuliGBlxHu4b5X/r1gqWLOkdcPrLX2ZoNIBVq9LGoNar5/9FXo7l37ixdnhzRUagNOgBcbuOlFLju0imRjPGU/ImbCqsZL8jS5mpyAPQNCmhqUIABt8EWlYZWj574VnKulc5sAVl1yNrWj2LyFPwJpfmNz6tLG9SpPqLSdvnXffSp/LyfU7jjZEi0E2RLjhbPu6rIuAsGi+pRW3P6LA8do3LKQJS7TPbgGDhMpUlK/NhohQeaaSA00bPXTFg83j2xmK1Wu17XlB3gWZZJ6TEb7A1uXk8evxz1ME+DJ7VahUbNozgtNN4Pana3XVXBMoeD+YJRRuOOnmALVsqOOmkjp5oNnPcemsdZ565D0D/Sz7LrhGavPSa8chy0Xtl5teMAKUiBaPhE578fE3LjMDKE3rk/Wi4h9OnwDDVsRp3T61ZeMqe265ApPmtjMjF94Aokp3eZ3CKnu1SmRkVGQHDgIPmS6WJFLM3pjyy/uJwp062lKcaGQsp/u26lpeqI+VFRWUbT6m+0YNRtR0KzB6wemWrLJm4LcyvF7XQthaBFv8uE6ngMryHRDUCYUBXrVZx223VvhMUOs8nNcM1a50DZizoeOPdhSqnbdsyLFiQY86cCtptYMuWKo4/vtX11niec19Fupj582SoZXpedxHNCFAqotQAUQVaVrHo/VQneOk8hRbl1Xts3aSUrwcyqd8RiJUdXF6eqJ2qfIrKKZJPEQCVBS4G4lT7Ur+17MjTjGSUqs9Lm5INy8cDI70eyaUMqbL1+tB7nifV/mGuMR+aJgphRqTy8YBI+Y/AW5VrBGoeaDIft91Ww/Of3ztV4dprq/irv5p0lbi2Qb1Tk4m1zfpEvaaNG6tYt67nwd14Y2c9yXgoM07KAMowoFOUdsaDkgrN6zQvbSqfZznrNstoYnjHelh6byCrkrR79hAg8xO578oLK4loIpXx4sqAYdRWDlkOA6zKdxng9HgyYtnpjq+i8iLg0fsR+KaAmMst4kt58MpVC5zBMQJJbzyo58+/eUedN9ZSr4/Q+ormYjQuvB14kfHB7bLfzJPJzdqoD+xyfdGRRUz8YCyXwfxwnVxmpVI5/IzSJADgjjty1Go5VqzoeT6pMWj8m/y5TRaa5JdiGn8bNlRw6qm9431uvLGORz7SByUPLIYFmwj8h6EZA0qp+G1KMUeKWyk1sLV+b4BoOlU83m+20FJhpkgxR1bYkZTpgXKqnUVgoYrQCw9qndxHKeCLJrrXTq/eYccEp2XZKih59UdlRu20b483lYFXjilQ5j1lGHiKzrPMvV10JncDIAak6GFRHVNeX6YMFfut/7Wf1Yi0a2xA8HZyC3FZedGaiBEr/ZRSVXkyKDEwHTyY4YEHMhx3XCfftdfWcPHFzWTZzCu/5DA1V+ya/d+woYpHP7r3DqUbbqjjVa+aCMcwA7savZFOLpKNzq/U/AFmECh5pJPRu+/9NoomRJEijsrT6zoYvZBHGd7LUhFQePeKBvAwZXl5j5SXVN1FSj1VtzdmyvDolV22L73rZWXj1aHKAIgf9kzVEykC/R9t6+b07B2xok6NqSL+UjxH4Mb3FKw8I86MIfYg+GSVIrDUcj0qGkNZlh3eAdcGkCPPO6D0uMc1Qk/T6mWPzr51zcvrW8u3cWMFL395B5QefBDYtauCE04Y3JgVybqIhvWCytCMASVGYx5Qes0biNHEtmseYHiI7fGgv1P8c7mWhy26Mh3o1cuyYEq1QX/bfw05DKMwPPlpO1NWkbatSC66gyxqp/Km95knbwIy37pTLfIGUtd0q3KWDb7uoWiNxFP2ukahxLymzkjjeWVgo8f9WF1mpXPoLmUxR31eZCBE4549OQYVrltDVuztshwZTFut1sC6rq7ZWRka9jN+dByzbLlcALj11ipOO83Cfx1QetvbDg20k9vearXQaDS6XlKz2ewDJW+jB3uB7XaO22+v4KSTOv9vuqmGhz2siSyLjSGeu/xRKrrvyUqvRzTjQIn/pyyQKF/ZdKlJEuVT5ZZqi1pqmiea2F645Ujb6LWpqL1l72ndGhKM+s8rN7pfpMDKpvXGT6T0NU9ZBasgxIrOA5NUGWVCHEzRg6tWpgKiKXU+QNS2F3N6u+6tJXltZUr1iUdF3pznUahXwPVyeg3Fshzs+CI9Q6+IV+WTedLDcbMsw223VbvHC/3iFxXMnZtj6dLBrelWhhkMzWYTjUYDjUaj25bIa1b+tm7tnCw+MtI5TugnP6nivPMGz/pjmXIZReChhl5qDg7jUc1YUIqu/SrKL/KuHmr53gQt8rg4jQdM3jWvLo+HVIjgoZSh7SlSuClAL+prL6Rl+aK+LGOUeGWU3ULOik7BzZNFSj5lKOWReErEK5/DQewheW0CeqG9lFUc9UmqP5QnrlP/R/OGAalItl7/snevHnJqrur1IiMiyzLcemsVz39+51SFa6+t4aKL4s0G6sHy5gaPz0jO69dXsHZtq2tw3HBDFS996eQRj78UpfTXsDQjQGlYIUXKDhhUnqo0dPBrmQ9VsClFrhPNmwCRotff3JaiiejxkaIiAPLawuTtJtQzxDzLLGpnGb4VTJhP7U9PptoffMxVVG+0U4vLipSd8ajy9MayN6ZYllqW55kxGOkuMsvDR1vxCdu6uYHbFrU9GrdlIw2pNBFoefVyu7Oss+vV2qL9zR+TAaeJ1tyiNtv/dhvYtKnzUj2gc7TQU586PdDX9t9CdRa6Yy9Jt3zbKedAzwO2sbFx4whOPrlxuOzOmXfnnNMf+kwZLtFcNeLQpme0aB+V6XtgBh0zxB2rH51kOgi839E1rVP/V4IBrnymyo3a1K1DlUaeY2zbNqz4xjc6I9ip3ysHGDxfK5Jf18oCkDWbnY/DX6ovIpmVKWffvro17SH1dV9fyfZovlatVnHoUK2Pb02nikjfccTtjfjksrdsGcMdd4zCTl4uM+Htmje5FXD4vqWfnGxj58547FtaAxdbl/AAqadE2920DEoAMDFRwRVXLAJQ3nAY1sDz0h88GM8Fjw8dRzo+KpVK9/UX3ruorJyoPv6tiljr3rq1gqVLc4yPA3kOXH99HRdc0HDz86YTlnutVus+RmKeVKPR6Ft30ueYNm2qYt26zg6/O+4AFi7MMX9+HHqN5KljMhW1SY15r70ezQhPCSh2u71rw1hdqWt5nqO2axeW/ed/Yuk3v4n173gHJg/v3bRBUKbuSNgZgPrevRi97z6MbduGse3bMbZtG2bddRdm3X03qpOTqDQamF60CIt+9COg3UbWaiGzb/vkObJWC2i1UGm1BtKB89A3mK8sQ16pYM9jHoM73/CGPt65rakJr23la5G8pqdruPnm2TjnnH0ABq1sz4P06rXyPfDSdLfcMhennjqBxYub7vjy1pC0Pu+/NwmzLMO8eW1cfvlCvPOduwfyRHJlmXnhqlS+ffsyfPCDC1Cv53j96x90w4YKaN6Wb/7m8JGe3HDLLWN43euW45e/rGPp0hae+9wDfWWl5mFRiCtFd9xRwR/+4SJcdtmDOOusRt+9FEDpNbPssyzr2+Rg99Tzff/7x/D0p0/gmGPKR068cWabHABg48YKjjqqjcWLB5X0vfdW8L73zcLf/M0D3T6wsrif2NNlvtRA3bixhj/6o4Not9v46U9r3Ydmmde9e4FPfGIEl146NcC3N9eZvOs8//V+2TEwY0DJ22nHFE1mT7lxSMSjbgik0cDC667Dkm9+E3M2bsTuxzwGW978ZjRWruy6kFnmu+28gQEAagcPYmzbNozed18PfLZtw+i2bRjdtQvNuXMxuWIFplaswOTy5dh31lnY9Ru/gerkJGavX49FP/kJ6nv3YvvTngbUasgrle53Xq32faNWQ1arIa9W0c4yoFpFXq12vy0N7HfBwi3LP9UHnvyNitKvWNHEihVNAINnmWkIaxiLla9zaKPdbuPRjz50eIyMhHwVtcGbeF7YCACOPrqFd73LByQPcCKKJjXnr1QqmDcPeNObHgDQ7+mYQovOMjMFx7u4sizrKjv2qDrlAJ/73AJ8/OOLUKkAK1c2UKnE61dlQcIjL82VV87GrbeO4ItfHMeZZzYB+LtjmXjjhoZyOfQZ7Za7444KPv7xMbzsZYcGyvZkyvnV2Ln11koXlDrrSc2BMbF/f47nPW8uXvSig2i3e7sc2fP3QrB8crt9dzZt1HDXXVWsXt3ZDm6HsFo6A+eNG2v43vdquPTSqT45Rrs3uS6PjGc1fobxlmcMKAHlvKSy+UNlk+eYvWEDlnzzm1j83/+NA6edhl1PeQo2v+tdaNdqqE5Po3bgAJpz5/ZbUVNTGN22DSP33tvxdO67rwM4hz95rYapFSswdfTRmFyxAhMnn4y9l1yCyRUrML1sGfLDr6jw2rT3134N977kJajv34/G+Diyer3Lt+d18H8u0/N0hpGg5wGE3l9C8SjPZfs1Aiu974GWXvcs1iJKAVDkGXuKLSrLa5N334vN63e/8uuk400LXBaX44ER4IeNel4F8IIX7MMLXrBPZO+HbR7KvFWanga+/e0xfOhD9+PpT5/qqzfKGxlM6o1HYSgAuPzyMbz85ZMYGwNErAPzLBqLRrfd1r/J4TnPmeqru9nM8fKXz8OjHjWN5z//EJrNwTXRarWafGhZveFf/rKKFSvaGB3t8HrDDTU8//kTA7LZvDnDySenX8dTllLAM8z4mBGg5CkTFp5nZaYUm0cje/bgqG99C0ddfTXyahU7n/Qk3PLpT6O5aBGyLEN9zx4s++IXsezLX8Z9L3gBqgcO9IDnvvtQmZ7ueDlHH90Fn33nnYfJo4/G9PLlaI+NDfDQ5bvzxwUPoGe5tubP74TopAPVe1AgKtPh3nX19rzyIiqqpygcF+Vlj1nbyeVxmdGCexliPr1J5R00y3mzrPdyOr42rGK2vL1nTHrnm+l41zVESx8txFseAH3rJyy3aC1D2/1QAaiIdN7v3FnFlVfuxtFHdxbri2Tr6Yaob710WZbhvvsy/Md/jOCHP9wbekVevkgut95axemnt9Bq5fjhD2t4//t7Yc88z/GWt8xBpQK88Y37+4wS84J4g4PXPjac7LNxYxVr13bC1ocO5bjrrirWrWt1ZWjpN2+u4qST/JcM6hz02u2F6DydEoWhPZoRoASUC2uk8vHv7rWpqW54bvbGjdjz67+OX7ztbTh08sndPNVWC8u+8AUc+5GPoHqo46rP2bgRB089FXvXreuE3I4+Gq3DnlM0uFkteh0QeRVMqdBlpISjOqIJl6q/DM/GJ99/KCBWlLYI3LhP2GtJKaHUcz26y0x3uXkvlFPgYJ40LO0ZX9540RCQHi3ECijyTDm9t50Y6J3nptuPU16EXlPllfLu+X6RAZNlGY491n/zbaQvojkaebpMZlxcccVs/N7vTWLOnBzt9mCZqdCdtmH/fuDBBzOsWNHGrbdWcMwxbcyf30aed8r55CfH8IMf1PGVr9yPSiVHs9m/5qXPWOkY57Ux68dKpYING6rdt82uXz+CU09t4vAjWX07YbdsqeBxj+ttT+e+LGMAeHLgczF1jJbR7zMGlIxSg7+MYu+G566+Gou++13sP+MM7Hra03D73/4tMNJZW8h4gFYq2Pm852Hns5+N0Xvvxfidd6K5aBEOnHnm4eJ63k5ZYPHuWUdHCt0DpFTsu8y38smD266lFAKnSSmSXwV5kz6aFGUBR/tCJ4aCkV3TQzu1Dv6fklsZUnnqw9Zah4JR5DWzMvO2iFubPQ9JFVPU/qLrXvui9EUK0ChlufN9z4LXur10u3dn+NKXRvH97z+Q5DVSrmysAJ1nhU49tQUgx/e+V8OFF/beMvs//zOCD35wNr72tT2YNat/Ttp8574zMNHHFTwjZNOmGp70pE6Y8Kc/rQ9scjAA3ry5gjVrBo0QltkwFMnf030RzRhQ0s4E/FBI1KD67t298Fytht1PehJuvfJKNBctGsjn1lWrobF6NRqrV3fuCQ/KK397gFNmAnN+tfCzLEO9Xu+L7WveSBl69UdPtaf4s/8pUFIadiArGKVA2gMTk13KGovK5fQKSmotRvKPvFavfUpe+7iPGFA4De/KMmIlZt+W3ytDgSi1McIzaFSWv2rjZNjyvD6OFG1qbn70o+N49rMnsXChb9x4ZGDhEe+8u+66Gl74ws4p4Zs2VfEnfzIXn/rUA1ixojf2eEzp2DOviEGJicO6mzbVcOmlnTDhDTfU8MxnTnXT2VifnAT27MmwYsVgn7MMI/0XAX/0vyzNGFAC4lO1VQjVahWLv/517P0//wfzfvADHHX11Zi1cSP2Pv7xuPOv/xqT69b1ysTg5EkJmvlQD0XTRZZzUVq1fD0gNj6MF2+7b6rOCNwVPMtYSJ5CUjkOOyA95af3UmskHl+et2XpmPQcM66TvQTvuSYFo+gB2jJtjhQ9t0c3L1g+3UGn1yMw9cJ1Vg/zEe1KS4094zlKWySbMum89CwvBXUlzyCx6/v2AZ/+9Bi++9297ljn//ySR7vmzblbb63inHOaaDTa+MlP6rjiigewY0eG3/3d+XjXu/bhzDObaLf7y9G57vHshVh7uygz/PKXVaxa1VlDuuGGEfz1X+9Hu93/pu4776zihBPayPP2wBjy2uTJMppnKcOgiGYMKHmdoPcAoDI5iZXveQ+O+vrXcewVV+DAmWdi9zOegX0XXoicdq1FdZQZ9JqGQSo10FNtSvGhQMH1poDOq8cDdfW0vPpSXkbZ/6p0y4BWavKn6FdtmXO5nnXqKflhAKksD54MtU/12aKiD9A7FJO/+VPUd6zwlX6VfVF2jnp82v8Ufykj7BOfGMcTnziJZcuG243GipzLzPMc69dX8YIXTOBnP6ti1aomqtU2XvSixfi93zuI3/iNSeT5YIQlMkAZLDQ6wPnuuaeOY49toVYD7rsvQ6WSY9myzjoW05Yt8SaHMgZFJMsj9ZCMZgQoWWfoseyqTMfuvhsnvP71mHX77WiPjOCBSy7BPX/5l0BC+QODngJfM1IlrcqH+eE8RRNIgcWzNHVQ8n1v4T4Fggqew0x0HeR8veg31+3dB+KdbGrpRuVrWy2NyigCXI8nrx6TOz8f4o2LYZRnSp7Md/Tbvpm3SIlFO/PYwrbf3kO1yjfXz8+CeVY8UwRyKo9hKKXwIgMrMuy4rAMH2vj4x8fx1a/e38drdCq6Z6Rqm5rNNjZtquKkk5r4+MfH8chHTuPSS+fj5JOn8dKX7ke7PTiGdUOL1/YUKFUqFWzZMtI90ujGG+t42MOm+zY3GHmgVGRgKy/eNc/gZHkVgdaMACUjT2H3CWNsDL+44go0585FfngLdkb5IoHqeVGqWFRQkRJnS9V7QCyVl/On2u1dLzvxtf6o8z3Fp+m9DQMpK6gIkFJ5o76IgCjqbw2pcBoPrK2d/Fv5NUXM4Ts1NCKFrmAWyddLo3zzdW6LvlvHaweDkv4e1rJlQ9HzwFm22ma97vWjx08KwCJw0L5WvpW/K68cx0UXTeG445pdsBiGPD7uvruCZcvaGB1t49pr61i0qIWdOyv45Cd3Ic8ztFqxztM5YfxzSF/HhY2FzZvr3Z13N91Ux9lnT3bBldu8ZUsVT35yw5VxBIzWVo/UgPHAqQzNGFDSTvCE0jj66F56+IKMrCOvLq1X83qTzLvvDayieqNyy3hEZaioHE9Bl6Eylo5XZ+r/kYKSlwbw5eoBB09s7XsDIT4bjReS2TtLnSoS8aiKmK/rePD4S40zVQj8DJP3AGbE3zCKSusvanOZse1Z1mXz6X/76MkleZ5jehr48Idn49Ofvt/l3zMU7L/qCe779etrOPXUJqanc/z4x3UsW1bBV76yHbVajna71zZvYwP/13tmEOtcMWNp06bexoYbbxzB6153wAX722+v4eSTpwbmnco60k9FNGx6oxkDSvysh3aARzxooocnIwvOWwvQ/95uOC8td+iRgEhZq7CM1RF5KpECLGPhazmsKDy5euVYutQDmal+9uTrTZjIiDBvx36zZ6QnZls7RkZGUK1WUavV+k7PjgCI/2uYV+Xotd9rT5Q3aq8CEf9mUOJ0KaDg8lMGGIOnUlEdmrZMOk5bpjztc5Xbl740jjPOaODkk5vI89jQUIoA2tLedlsNp57awOc+N47p6Qz/8i+7MGdOE61Wu1sHg0m0lsR1MYCp8cOgdMopE2i1MmzYUMdpp00DyKS/gLvuquLEE8s9G5kaG56cNa0aVimaEaCUZb3dLDoYvDUZ7QhPKaqy8gZ8amfdMLwzX145EZBEnVgmL98vUmCqND2FxqRAEE08T2l5pH1QNPG8e8NcUyXNk8KUdJ7naDQaXWVdrVZRr9dRqVT6gIgBicvy6uTyPT4i4C0yvKI6vVMcinjQPovqVv6KlHKRkefxkCIPOD2jQxWn1+daLl9rNnNcccUcfPCD9yeVq8pV28qgYjzddlsVj3tcA29+8zw87WkHccwxk2g2W90dlXwifRlgMA/J6lEeK5UKms0M991XwQknZLjllhGccEIL4+ODJ6bfd18FixfnGBvrNyzsfmoTj6dPVe6evKN2Ks0IUAL6d5bwNRZm1HFFHpC3KFhWwXkUgUCkPDStl+5I3FzlRa9HlmdRO4uUoVdekVJK/S9zrwwwRt+eNafPIhkQeSE7j6cyxoKOOU/BevynJq+2L7rneQTKR1klwXx6vJdJ6/F6JEZgqq7ov9Xlgc03vzmGY49t4swzp8F4440tvldEeZ7j1ltr2LRpNo4+uolnPvPAwBFOahSUAXgvdMfp7rijitWr26jVMtx4Yx3nnddwPbHbb6+FO++8Xb+/qv4qQzMClEwpAP2TMkJrveZ5PEWWO5OnvMuEIiy9DvaUZ6T3vd8ef8Moj5RFOiyYpCZgqiyv7jJWeaouT37e6QsMCHqd7/M6kYXr9HmkIn6KlJ6ltW9vbKcs9FTbuP0qF62XSYFW28pKU/krAqIy4yUFrBGlAJ3L9+ZylmWuIs9z4B/+YR7e8pYHBuYMb4xI6YLo3p49wLZtVbzsZfvwr/86B2efPdF9LqzZbHbHGtfrgYG2T4FC+d64sYZ16zr9d8MNdTzmMdNd3cqbJH7xizpOPrnlPo/GYOnpJx2DKSpjwCnNOFCy/0Wdo50xjCfAVOTecxob3EXlpAbrkVCRwh+mvWXBmhXIMApnWPJAIwJTbxIWyTQaKzbxvI+XNgJrBSb+HfGTWgP1lA57dkD/8UA67pjvlCLXtExRWNt48cbGMDRsPq8d3hpfaqyaMjZPI89zfPe7Yxgby/GIR0zBo4hPk0Or1XL7M8+B1752PubPb+OSS6Zw000jqNdbmJ5u9T28rAqfT4YoYxB5vG7cWO1uB7/hhipe//r2wLuj8jzHli1VnHnm4KnyWrfOH12TTM2/aK4W9f2MACXAf4JcrbfIsuN8w5AKlRVf1PFlyuHrZZWn1R9dS1mH0fXIci5Tf5FyHZY8hcb3NG3Er7bXs4y9spj4NAQ9pUGVdQRIkQcWtZ3Js9pThlg0FlkxWrtYDgoeqkDLzKPUKelHQkXzpAxxe1P5vPFvdf33f4/h8svn4pWv3Ics6wCJx0vUt+xt838A+OhHZ+O222p4ylMm8MMfjuLXfm2yCzp8bJjmK5qv3pjRPBs3VvC8501j794MDz6Y4fjj28jzQSNoy5YKnvWsxsB1r97o2v8WzQhQMgWhA6KM9+Mpumhgab7UtdTDhHw/ZUVH9XBZPLB4kHNd9luVDisbb4Cm+I/4TaWN0qVCSHatCGiKLHjvd57nA8+gcTiv2WwO1GFjzb5ZsekDqR6xlctejLZfnwFSUOZvtfpVFtZOq4vHoLXRyrFXZnsy063HkbzVAOS26tjjNEXj0JsXnnL2ZOT1n7XJkzPzpZRlGf7iLxZiz54KDhwYBBWWVbSTUvvX6vrP/xzHxz42jvPPn8Lpp0/jqqtm4TWv2TPwOhDOa0DFAFdkbHoABQAbNnQ8pRtuqOHcc1uoVDK024Oh7y1bqoffo9Qvf+3HMjqlyMD0jvVK0YwAJaMUGmsnpDwaprKANAwv3HFeep2sqfK9QZdKpxNf6x3Wah9GdmUGKU8ajz9NEylIzav/lRce/KwwdEIoANn11HZcnrDewaWeQlT5RQCv8ow2VpjyZRBWfrScovEZhYpYNlk2uB7jeTYPxZL2xpmOCQ5BRbvDItBTI2b//s56z6pVTVx44eQA/wz+RUYU0AOV226r4/Wvn4/PfvZ+vO51C/D85+/Hpk3zccYZEwD6Q4gmTw7n2ViNwrvcLm8eTk0BO3ZkOOaYFj772RGce25zYKy2220cOJBhejrDokU5UPDCxDI6jPnxDJSyBrPRjAAlHUzaAV7aIuVbpKBTlnsRlZmQRVZjkcLwyor+D9PhnF6VZhGA6/1IDtyHRZtQPEs9Kp/5UAubJ3ZKWXMZKWVopCchsBLhfN7vqF1F/KhC9RSr8RIpzrLE/eR5KmrBe0dtaTuGoWEMRN5FpmtJ/O2NZZbTHXdUsHRpC1deuQdLluTIcz8c7I0HLo/r3b49w8tetgTvec9enHxyE7ffXsP+/RWcfvo0RkaAZtOPjABwx6lXb5Gsb7+9ijVr2qhUgJ/+tIpXvWqyb6z2vKTB11UMo6si49Tz3iIDOkUzApSAfs9HQ2eel1SmPPuOEL2IIoDQ35534FlxEdjyBPMsNFa8XJ/XXqWykz41+TywSIGJXhtGaUb9HB0BFJ3rxhNRlXqz2exTdPoskj1Hot6ReknRWLL61KJX65rTFskoCutym6PdW15f6eMWfE3r1e3z3P5hjKOUkld+9TfLs2jnYpFy3b27hs997kGsWpWj1YrDkYB/mLHK+NChDC996XK89KX78OhHT+Luu0ewbFkLP/3pGC64YLI7xlhuNkZtR17qiCyvnbrWl2W9TQ7tNnDzzTWcddY0Go3B099vv71zHp/Xh1pm9FyWySbV5xFwFdGMAiX+9u6VJW542Qdkh5ksKYs+UjCRdQH4b0I90s4u8jbKWH5FIJPKW4bfYWSh6dW6jEJ1uvbiWaiVSgX1er3PI/Amf7PZHNjtlprQRgZuHjCpwlElEz0gqWlqtVrfuWZF453LVkCK+l/XbZQ87/BIFFJqbHqAZPWokeAZb9zOxz2uiSzL0W5XBrwIj3dtO5fVauV43euW49xzJ/HCF+4HUMGGDXWcemoDP/jBKN74xr1d+WVZLwxphlEZvaO8sXHEZdp60u23Z1i2rI2xsQZard6uPpPHli01rFnTcuWY6gdPFkXphtXdwAwCJaVhXb7IMi+rTMuAVQrsyvBXpLiH8SgisBlGDqn7nnLxvD/mvSz4RAO2bHoGB/ZqooVkzsO7n0ypc35rB3tfzWZzAPR43HiKUvlPKXq1OHVDggeA7I3x/chT4jwRQBbNAa7DM6RSxPwPM7eZZ/6oceB5TJZf5VOr+TIdhizfe9+7CFNTFbzxjbuBw+sz69fXsWZNE//zP2M488xGX18xQGhfFQEj0Fu/MkOEN4ht3FjBi17UwA031HHOOdMDjw5Y2ttvr+K5z/W3wZclj9fo2rDANGNByZtY3uSI8qUm2LCewJGSp3wjC1IVh/IUpYl4L7J2yvIfeS5ajmepAv1hqpQiiXjzgIV/R3k9C5q9HgCo1WoYGRnpWpuswHTyR7wD6FvbiYDbZMDEnpzx1Gq1uh6BKTD7zWUaz2Yle8/MeMrc48V4TBlaVp+1ncGwSEGl/pvM1UBUjy7ykuybwV0BsGhHq3qpnkJV+VUqFXz+8+O45ppZ+MIXtoEes8T69TWcdVYT5547jdHRKtrtXl7rJ9ZhvAuUNzt47bMxzMaYld0J3zXxzW+O4ZxzptBsNtFsNtFoNDAyMoJ2u43R0dHDntJBZFn/ztVfBXljocggV5oRoMQuaCpNkdfj/Y7SlKVhUd7jgwdhUbqie8ZTUVtSfEdeSup3CkTKWkgRaHhpVFF5AOPl5fS61sTrQqaQms1mn2JiZabGj+chGEUWvZbJ/zkfr914beN1MK887xUWnmxY2TEPEX9eO5U6YaxWX395+SKALjK+dGMDl6djUtcS2etUcFIvU38r8by7/vpRfOADi/D5z2/DvHk9Xm+5pY4NG+pYsaKNCy+c7tskwjrOPHQdb16omccEez8s/0OHgPvvz7BiRRs//WkNv/d7+9FqtdBoNDA9Pd0FvWYTuPfeClauHD6sVobUuPDmeBHNCFACyq39RJZmRDrZvDyRwFLK1SurCAg9S7XIgtX/ZTs3mlDDAE/qOl9LgcqRgFLEm/cEvJc3BUT84fWYyOuy/6a89KHHCFyiPmeFw+PdAMnu8eK61W2WsXosqmy9PlBvhEHZ0qW2IUfXvbKVj2j8RnLU+94pG1qWjhHuN8vneUsGpnatyJAzuuOOGl7zmqPwT/+0C8cd13vWBwDe9775uOeeGr72tQxXXrm3r/6UscmAw+PGWztVoJqYqOFf/mUMJ57Ywp13Ar/8ZRUnnjiNqalWF5jsbMetW6s49tg2qtX+/iurW4b1ejwZFuntGQFKZTylshQpXu9/2XKMPCvO83I872YY4rq9dQxOUwQ0qd/Rf1UyHj98vezWa87LeaK6yvCpCtgmq4Uu1LJki9UAa3p6GlnWOeqKFZm+7iLLsjBU1/FUKqhUBhePOWxoeawuDktVKhU0Go0BIGM5MVB5z7XYNVZupnitDC3L8xjKGICclsON0XZ5Jt196KVnuTDfWqYaHFpu0a7E6J7X7r17K3jpS5fhzW/ei7PPnu7mNTkcfXRH1q1WhtNOa/bVA6AbqtONM9EcSsnP8tTrU/j7v1+GqakKrrpqBGee2UC12vHqzVMaHR1FnufYvLnSPYiV+/xIaFgg8+Ts0YwApTL0ULyEiDzLxeaTYmTK00mVm+LJrrdaOdhQjaz2SHEXWTodBQZceeVcfPSj8zAxkeHRj57Au9+9O/Q2PN4jHnRXmn0fOpThgx9cji9/eSEqFeDVr74Pz372noGyylhrHk/Km4HMnXeO4gtfOA4TExW86EWbsGRJowsy9q3bdK0MW9Mx8sBHLb7776/ik59ciKVL2/i1X5vCunXTAzsBDZi4vXwiOYNV1Cd8ykAvTYb77++8hoBBkMGTwRDof4iTPSfj19s8wTQ5CUxPVzB3bvzohtefkQLU655ht29fhvnzfcBnOWvfpMrV9kXAZGVOTwN/+IdL8MxnHsSTnzyBLBv0vlasaOGcc6awZEm7T4doWdqOXt1x2NeTW2c7eY5jj22iVstQr+c455zGQDr7/OIXNaxZ0zxib2dY4jFRFvyO/Njm/yXiwaa7R/g6C1qVdkQMJPognn1uvHEUExPV7gve6vU66vV61/21a/zOHf3wQNdJygvoHde6ha99rY5Go9m3MGm/bVGT/3sfK49PIub/ed7C7/zOA3j/+7dj6dIm1qyZHMhjH/Y0tG7mPcVfq9XCyEgDr33tPbjssjuxYEETp5yyv7AdUZt4LGj7WGaNRgMrVjyIxz/+dhw4UEG93gEIU/7Wd/buJB53Grfn8cRjxcbBzp0jeOc7l+LRj16Ff/zHhfjABxbg7/9+4UD/m8VqVqt9rJ08afXVGaroJyc7oDQ11caXvzyOJz1pGd797gV9dfFzVeotlpk/kfFx110VvP3ts3HeeYvwrW+N9MkkMtB43HvzNJq7Vvb0dAX/8A9jOP/8OVi/vv/kam9uqbHjGY8poOL2/NVfLcTNN48cHicZ3vCGxTjmmBZe9ar9oVF69NFNrF7dxAUX9AwTbZfybH21YwfwzGcuw/S0/zycJ1ObA0cf3cCrXvUAbryxjoc9bCo0KG6/vQNKRlu2VPDSl473lVuWikDzSMoEZoinxNYaC7MIWVNpIg9Gr6tVfNFFAFBP8sq/dWJEEy6a8Hme4/GPn8T0dBya8zp1mI7mtKee2sLnPncXDhyooNkc3NGlfHsTXdukISL1nB7+8D34l395ALNmNbtPtuuEVdl53qYnQ+ZvcnKye2316km8+c03olqtYGRkDPV6veuRMLjY2pIClJE92AgMPm/UbtdwySXTWLXqQdxzTw2zZuX4i7/Y391tpcBk61xWbge4RwD0XvjG9Wubd+yo4NJLl+IxjzmET35yHk45pYG3vGUvzj9/GnmOLlB7oSA1yFjGnqwtTasFfOc7I/jkJ8exYUMNz3/+JL7znQdw9NE5gHLzVdvB9UYRiDzPcNVVY3jPe2bjEY9o4dvfPoiVKzuvEed+98Kz2i7vYVtPJv3h5Qzf/OY43vCG/ahWq/iHf5iNrVtruPLKPajV+vuJQ3i/+ZsT+PjH5+IVrzg40H6dT8Z3o9FAnuf4h384Go985EEALbRaflgzAuKLL96Pxz52P97+9oV497snu3JQT/z222t44QsnuuVec00NCxfGHm3k/ZY1LpT/MjQjQCnL+l9dwddT1yLLLLoHpLe9lgWBSDkaqVJOdV4qlpwKaw1rfXC+ahWYN68FK8Lq8ECJwUbvcfye03mDd9as1uH2Dqbx2uMpkUju+uI0fWtsrVbrAo+NNf6tJzp4pAodAFatamH16jaAqQF+U2OXZWi7/9gw0zR5nuP220fwspcdg/vuqwPI8YlPbMNJJ/UAs90eNCC4Xt0w4D0rk2UZduyoIMuAarWCz352HJ/5zCyccEITL3rRJB7/+CmMjPTCTJF8VPEqqYHTL6sM11wzhne+cz6WLcvxqU8dxFlnxSd3ex9P5qn/Nla47FtvHcGqVS0sXJjhG98YxRe+MAtf/epujI2lw1GNRgXbt1dxyimtAfCP9EC73cbWrTV85zvzcPXVdyLPB3Uh51VArlQqeM5z7sf27WMYH8+xYEETwOB6HIDD4bsW8rxz7dpra3j2s/3Twh+KjomulwnhzUhQGvbBVKWUMBn5La2mj+6nACaaKF5a77/XhrLuMbctFbtW0nUay6tKhSehxvC98vkZCu9+mcHOcuIFdDUczNK0NBxes//6m0GLw2RsBKgyjR54NPIMCL2mitVAqNHofzuo3Tej4IYbxvDe9y7D6tWTuPji/Vi7dhrHHTeJVqvS12fsiVl9rHRZSSrI5nmOm2+u4yUvWYQ1a5rYtKmGZzxjEp/73P048cTBM/Y85c8y5DaoDJhnBqaf/3wE73rXQuzfX8Fb37ofj3mMbUrx12i1fDZMmC+vryy/yUD5/N73RnHJJQ3ccssI3vSmebjqqvuxeHE/mHo8/ehHY3jEI6ZRrfprV5Eh/aEPLccLXrADc+a0YGrZU+LWTvWIazXgpptGcdZZk1258pICAOzZk2F0NMesWZ3XWTSbbVx/fQ0f/ODEgKx0nhXN2VTfD0szEpSUUsDhhYH0dyQYtUy1Pi+fWukeP169Xifzb29AlLEqFLxSg8mTYXTfs3Y1dKdA5JXHbfCUhrZV77FyjtpmRwUZ6LA3xKBkYOWtBXqAYXV7ob2UJ8dhI+aJ18YsnRoSvMZk4H7WWQfxmc9sEf6rXSOBeWWwYTBS4FUQ/uIXZ+N1r5uPqakMc+bkuPbaXZg3z38tjJHXt9ZunSOenIynrVvr+Pu/X4RbbhnF6163H09/+hRqtQqyrD+MrnMvGovMnwdQ3E/8mwH6mmtG8Qd/cAgvecl8XHHFvsPeRX/YzCv7+98fwQUX9K/p6Dy2zTQmm02bRnHTTbPxxjfejVar3m2bjjsL+dqaJK9HZVmGG28cwVlnTQzIxMJ3d945ihNP7K0n3XZbDccd18b8+f19qwDD7bN0HjB7co+MyRTNCFACyilPL00ZUNL7JlAdWBFgeLxo3WUtBL2vwJTiP7JUvcGTaoPXlqgN0c46VTZe6IgnpqUxHlUhcPvLtkEtfvV++LdtbGCw0jCWls1y8NLodW6TtZXj+QwiXA97MBya6U3szOVd5cVen4KRB7xW5+23V7FrVwXvfe8DWLq0jWXLWhgZ6X/Xjrbb8vK1aGxHu+L27Kngwx9ejP/4j7l4+cv34b3vvR+zZ9fCPknVFQHQMGTyPHiwgo0bq/i7v5uNP/uzQ7jwwqluvdEGBKvv+utH8MIXHnLHM6flMfsP/7AML33pdoyN+Txx3baZxwDK7mVZhp/9bBae9rRd3Y09yt8dd4xgzZpeqO5736vj4oubUErJrqwu8cr0xo1HMwKUzELUa54STKXRe971KL8pBL3updeB4tXr/fZAz+oG/MNINdSQqisKDUTgFvEUASx/8xP89j+Sm9XXaDQGlLTHk5FnZXP6CIw0VGe77jzvSOP+Rjap9eVsLBcGRc1vFqKNK/OUdEHd6vLyRTtEdeGex7DKQ2Xtyfekk9pYs6Z/YT761mvKhwdI7M1VKhVMTFTwr/96FK68chGe9ax9+Pa378X8+YNn/qlsi7w23bSUmi+epW/pr722hloNeMxjpvG8502g1coHxoI3Nu+/v4a9eytYvXoKed57bov50fDsjTfOwtatY3jqUx/oa6cZFpaWd8TaTlM2XBoN84QOotWq9XmrRnfcMYITT+ydDn7ttXX84R/Gr4KPdJn3PyojWiJI0YwBpUYjXmxLKXS75n17aaI8Wp+RWq8mWB1cPEnLlh3xxuV4A6PIoyp7PZqUQByO42+TB8e3vddzG7HM+B5f99qt/PEEt5CWTWL2khiU+Hqk9Dy56Zl4CkbRWpMqLfUO1QDisngnHgMNe0RsyHgAxu3UuaPhWP7tgY3KRse8pucwJSvyZhP46lcX4qMfXYqLLz6EL33pHhxzTD/oeut8Sgzs1mZrlyp/5ls9OzWKbAxfdtlsLFnSwl/91X60Wu2+A3kZYLWs739/HOefP4FWq4k8rwwAEvPf8XIy/N3fHYXXvGY3Rker3U0v0ZhkYOKT4fM8x6ZNc7B69QQqlSba7f6TKuxzxx0jePzjJ5BlGZrNDDfeWMMjHnEQumbHciwaD/3t6eWPxkfKAzaaMaCku7z0vmfh2T1Na9+ekvDSaj6vbptgQBy20ImdAqDIUksp5mhgeN5UGUtmmLTcJt39wzJiWeghodEk5XZH8uBrqsCjsB2vJWnYy1Nc1r6UAeTJz5tokYVvMuPIQJ73n/asH16sVqXF6ViZq9dwJJZuihScuG8H5Zbhu9+di8svX4FVq6bwT/90N9aubR/un35jQfvJI09GzENR/hR94hNj2LKliquv3oPO6y36x7vpAA1rZ1mGH/5wHI94xKEBpax9aNf/+7/H0WhkePzjD6LZTPPL9Wv5eZ7j1lvn4LTT9nd1KZ9+z6C0Zk3nGaubbqpj3boWZs+OZVFm7A8zjsr2x4wAJSANGkUWe5THu5ayAPm3/tcFag98tGxP0ZbhKbJAuW697/Gt9yLiOhhUtFwFJH2pntdfvAkhdWho0XVV2Aw0Bj72LBKH7rRuz6vx+lKVrie/SPGpQrJrthZgOwatTebpsVJlfqN1IS5fQSniRw26aKyxvDk939f+57offLCzNfqBB0bw3vcuRZ4Db3vbNpx33iSyLEO9PtK33uf1U4rU6y6yxLVPdB7leY7/+q8a3v/+cSxe3MYppzTQavW/aVgBQcOSP/rROF74wt1oNnthWrun86rdBi67bAHe9Kb7u2uG3vxQw5rXkuxalmW47ba5eNSj7u8agro22WhUsXdvBUcf3Snz+98fwcUXT4fyjXSYblwwHphfDkHr+CoDTDMOlNRl9BQGp2dSpeoBU9FvD2hUwWjaVLllgCkiz0PQe8yfF0f2ykq1zcvvvXFVB6ZZ+tYv3oJ7tH7DfNhEj7wkK5sBhxWaekeqzKN+8xS3l9ZT+N5/kwWfPMHhHz7yaGRkpA9Eve3bHtgwTyxfr20sW2+cFnlTDJo8v6xMG3tZluHBBzP8/u8fjf37q6hUcrzmNbvw679+ALVaFVlWHzAg9OPJOSJOp2tz3piO5vPGjVW8+tVz8PznH8L27VW024OH+HqGmV3bvr2CiYkMxxwziXa7Mxd0XZJ3GH/1q7OwZEkLF1wwCV65KDIevXBxnue47ba5+OM/3tpXjpVVrVZxzz1jWL26CWvytdeO4PWvPzRQR0pfAfGr2y2fAhTrcA4LpmhGgJJO/uh30f+UxZuqzygKC0bpU+QpVeXhSMILWoeWp/VGFn7Ek31HAKQWJ5fJiks9Gj2q3357cmZw5TL5Pytirls3A6S8UB0v3keJ6+aFZk3LVm3vqKf+d+jwJgxvt5zKNvIAPKBkZaAK1GtXpLiVjDeVo8li//4qXvzio3HrreOo13N8+tP34GEPm0KW9a8VeSHVVNtS/HB7o3I4vdLOnRme//w5uOyy/fjiF0fxxCceGpBX0fj4yU9m47zzDgLoGcW629T+T08D733vPPzDP+x2+YyMITbK2Ci9//4qpqcrWLasgUplpHufx5ttcgCAQ4eADRtqOPfcJoBqX/1FOivikcdManyV0aMzApSMigAHQF/n6qBVK1WvW35PQJ5XptdS/Hod6U02T6FrHi1br3vKNlVvNLn5t4Zi2LL3eGbLWO+xErVdb7xwr+lTQKAKWRU2L5B7Ci41LnSMWDpvvcCIvRm7x2GXPO9ZxvZMCXt/fIai59GpbDwZKDHflk5DPPxR0r7Tcrl+Nnw4LNVpbwX//M+LceGFB/GKV+zG6adPYMWKDJVKtc8T9AwKrtOboyxfHZPGh+cpchkmCx67ExPA858/Gy9+8QQe+9gJvPa1c/G2t+1OAro3Tn/ykzl4+MMP9OUxXcWgVKlU8NnPzscZZ0zhtNMmodPXvOssyzBGe8R5nPOJJFmWYePGOTjjjIMYGemd06kgduedozjppOZhXus4++wG6vV+ufDOwiJ9EclXjaGU/oxoxoBSWcbVKtKGR79TFjP/9ywur4OKQCWiCLy8+tVjUHBRZe21KwUC/F8VF4couH5PcbKiUZ54AqlXY8T1qSHgtU8VpIaBVBZcvh5Q6hkhlkeVsnlH0YYNK0cfkmWForvLvHCM9qMH/no/z3vhohSwcwhOFXk0tqwNfN/eRWVldEKSbfzxH+/sG79Z1t//VpbKzBvzXjg61T/eNU+Gvb4GXvnKWTjttCZe/vIJ3HhjDccc08SCBS20WoMnoLOSZ7DKsgw/+ckcvPzluwbCrAqmBw4A//iP8/Gv/7p9YJxzWhtHGp62NyVz2evXz8VZZ010AUl5qFaruOOOOn7zNzvbv6+9dgQXXti/njQomzjE690rC0BF+hGYQaAEpENanlIuKqvoupYXWVpleIt+c2d5AMH/VRGnfkdUBKZKDEiqTD2+PeBRpaf/NdwG9Cs5O/Q0tZbD/Kb4YTKlwZ6LbTZQi1tlxidIMKho2fabZcnlM5/6LJUHRlFbPWvUS6/t4N+8SK39Z+PfK9cDNCtP+ec2s+wi44ivRQqP/6vRyfmjuaKGBwB84xt13HprDXv2ZPjQhw4hy4BrrhnBxRdPDniTajTqvW3b6sjzDMccM/h2YOX/U59agEc/+iBWrpyCOq0qR2991qOf/3wO/uiPdnXDwEZsPN1+ex0nndRZQ/r+90fwrnftK5Svx1cReaA2LM0oUFJKLdxGVhQPitRAKvtbrYRhy9H2pCxU/V0GyLwJxKRgyoPOQgW8G0x3GbIHEp2fxgrL2ukBkgdcQG+B2haDe7H36YGJqb9ZlurV2VrO1NTUwPMdDBpRP1n5FnpqtVqo1+viCfQrEj0clsN0rDCi8eVZqepJaD9qvzPIGHHdWp5a6Vyeggz3ucnCXpFRZHxFpKFGGzcRQDKPDLJeO+w3g++ePRW84hVzMDKS47//ez/qdWB6uoXvfW8Ur371AwMy5fVD9eSATujuEY84OLB7Tvty794KPvOZhfi3f7urL6zH/coGTrPZRL3eOWqpWq1idHQU7Xa7K3cAaDZzbNgwhnPPRTfcZ33Sm4NV3H13DatXt7BvX4a7767i9NM7h7ayjFTOLDu9znk8A0fTal+kaEaCUsqCtIGov41SAtHrXMewAJMqV6+xwuHfmjYFntF/nbweqLFiY+BhJepZ9saT95ZUwH8C364raPHk88rJ87yr+Bk8jHTNyNrFHos9fAh0Jvf09HTfuo6l53JMIaYOMzW5mDdndVvs38Yhb27QdTTPWPD6VPvXC4/ouGcA4fHFDzJ7Zasy8fjhtTO9z+OE5cQecTSuVA783+unSElGskzJ9VOfGsPERIZTT21hYqKT/9ChDOvX13H22RN9aRXgWe527ac/nYNf+7WDoTyNv4997Cg8/ekPYvnyzoOzWg+XyXM0y/p3ZLJxu3lzBccd18KcOYNebOc/sHNnHYsWtTE6CvzP/4zgEY9ooFIZjBQciXejwOtdLwIqpRkDSp7lVwQsrHQ9C6nMtWiAa/qI56I0XjkPBej0XpmyIlDyPCOgP+TCQKKveIhCUHpNJ6t+1HtjnrkuVnZWnrbH6tKXEPJk5VMaLC3XaaDCoMv1cBjMZKDbvj05ap8MM761L1U5avSAZZuiYcaRRi4840PT6dhjYPV4YwOgSEYM2GXakOc5Go0MV145ir/5m4N42cumUK12Xvvxgx/Ucc45U6jXB3egMTBxnZ3rwI9+NBt/+qe7u2m9+XDffVV8/evz8PWv3znAkwdgJgv20AycWI433zyGhz1s2tV1ALBvXxWvec0ijI/nuP76Oq67bgQXXjg10AdlAInnZCp9BEhlacaBUmfBtH+nlhJ3Ou9yAfqPIInAyJuwOjC4fA/0ygidd7Fw3R4f0aAyYuvIAzjvHl9nS56VMQ90tXw9ANHjb5iHqN2WRgGO22+hRP5wPQpILCt+U6+nEEZHR7vlcNzdvCk7T8zCfLb2ZNu1zYuzPBaq4rPJ7B6Hn3jHmde3KiOVvYEcg2Ck4Dkf1+XVqX1h8yfaIenNQ74XecxWvwKpGiwer7yhROtVkOYxFK0LW7pf/rKCq67ah9Wre3W22238z/+M4sILDw20yWsvK+etW0cwOtrG8uUtZFm8aeWKKxbjd3/3ASxcmCPS0ZVKpW/c29FrnpFj9d900wge/vDJrjGlhtzChZ13Q+3bV8GiRS1cd90Invvc/W6EqQhwIl3njUktcxiaUaDE4Qcm7WBV0HbNAybLrxaklutNPC4/Eq5aHJFSKOrwyNrzeEwpCS1Td9QxKaikwm6q9Lx6VVnoffW+mCIeLa2ODyvfAMU+o6OjXfBRQFNvzxQxv2jP7plC0BAYh6XYcFHPJfLquA9Vripj5lONLQZCz8hSbyq1Tmh1qWHC8kiRzi1PKWvfqQGlgGRlcBiPZcmk894zTOz7hBPayLIced6/Y+973xvD5Zc/MOAJeUYlj8kf/WgWHvGIwYdQud5f/KKO666bhW996+5CwFeA5RMaVOZ5nuPGG+t42csedHVUp/8yHH98E8ce28LChW3s3Vs5fFJ4HA6N5PxQyNOREc0YUIpIBwbgL76VUeqeZxSR18GpNCkLoqieInBkKpIF16tekvKj1q63UBuF6LR+LTsCKA/cGJC4HFWQXJa1y8J0vKvOts6q8mWFbPXaf7M0rS61Ou0ar3+ZVctKNwJ47cOUp6HpOGykmzm8/maeOJ/1FR9gy+EhPVWcgUr7W0mBlEn5ZI8mNWbY447qjbyrMnPK8t53X4b9+zOceGKjyyOPUeXBZNNqtfDjH8/C//k/B5L6533vW4RXvGIvZs9G6CV5vLEx4m3K2bcP2LmzgpUrp/v6Wvtr5com/uiP9uP660fwyEdOIcuGWz9K9blXp173jLEUzRhQ0sls11LKkPNGHotXR6q8osntgVxqYvGATuW366YY1fotY83wbz7ZWNuUCs1FoGTEu9e0LWyds6Izhc7eC+exDQm2E1CVp5KlsTCbheBqtRrGxsYwNjaGkZGRLh/2AK+CnIGLvS69Vqt1w3i26cKAyPj1vA9TGnwyua5JeX3lhSSVGJDYm+N+5S3vFn7ktTR9/YaFMEdHR7u/bddjlmXdLfqeoWJy4HYwuLFsI2/Dm0+WTnfiGSlg6hzxNn6UUYDtdvvwVvAJAIMPpnvK1r6/+tX5+PGPZ+G1r+0/mYHnzM9+NooNG0bx/vfvDA3mCCB4TYlPELcxc9NNozjjjGnkuf9CSqMXvGAfzjijgc98ZjYuvHAyKQ/ji3nzPH5NXwRy0VqxRzMGlKzhHDcF0p6Dh8ip+xF5QORd53teGVyPV16KHy3XFOYwFo3y7G1iYMXM3yp3JlY0Wk/UVgB9Cl1DWuzp8A5AU3KejIwPs1JN4do9Pq7HyorGkmfZq4XcbDYxPT3dd98DYj5CKOoTnuhe37OMPcNFjRSgfz3Vtr6bxzg1NdW9bq+Lt/baWXuq2Nmr8sZLRKwoI8Wr8ouMNOZD25ySsd1nb1eVuMoUAL72tRF85SvjeOpT92NqKke9nj6yiOlLX5qPnTvr+MhHFuEtb/FB5z3vWYhLL30Ao6P9SwqevlDSeyq/G28cwcMeNlWoIx75yCnkeYbrrx/Fq161P5k2Iq8fy+jCMrpPaUaAElvpZaxHy5PyPsoSTwRP8TLCa0dEAKTWYpm2eHVEYJhqr/LM9xWMvJMQ7ONNoGixXeVoPHJbtB7vkFLOF8mIeVOLnDcWRFYjT2wFJgUPXlcyuaoVyWFH9mq8vvFASfuV11DUoLDfvKZqZOBjwDQxMdH1liYnew+EVqvVrjdpJwCYp8Ny0HXZFOgwT9rWSP7mWXqGjn14LTGlAHUM6riL8gHA5s1VXHPNGHbtyvCEJzzg9p8HDgAwa1Yb8+e38KpX9e+8M7ruujHcf38VT3nKIXdc8xzRec/j12SgIc+bbhrB7/7uvr5rUTvvvbeGdjvDscf2NlIoRbonIm98q4EzrD4GZhAo1Wo15HlvR5NdB/xQnTZcwwc8qRRMPMWqA4LTGumuMm+Xn8dvqj323xu0HMrjI0ciYgXPayLqFfEhqWwEsOz5YUgt065ZGpYF12chsZGRkb5db6xorO26k80jrtcAzXbc8aK9N16YR2/x3PjlUxeMZ9vdx2GwMsDs8a/KnUGS+5EBLFJmlp8BaXJyElNTU11Qard7D0YDnTE1Ojra10+qHFlG3tj02qc8cVs8Ss0FBnouR3UDzw3uW2sXe4ec3urJ8xyHo7x461t3o1pto93uN+K8UxRMVuPjOS69dBcWLux/7qhTR4bLLluI171uLwwX2ZhQpe2NG14j1U1geQ7ccsso3vOeyXAscqj6+98fLQzdcd6ovxWomXc1SL1NS0VeEvAQQSnLsrsA7AfQAtDM8/y8LMsWAfg8gFUA7gLw7DzP9xaVpYuqqszLoG9kmZYBpJQy9Nz5yLvx6vd+l+kcTZOyRFnxcpvYkgXQd6CjHuzIbeJ1C7tm/xmkWIEwGPFajZ5moPJWyz8a+AxE/J9lou2O5JbqL1ZG7MWlDBa+pps2dEwzb9w32qdFsXzlnfvaAFVfwV6pVDA6OorR0dHwZHJvbKXGufLnzV1PTh4g6zhjBccgqu0GMCBz7Xf1iPM8x+go8IIXHMC5507Be/l1pEMA4PzzD+FZz3pwoM15nuNb35qN8fEcj350PxBoutR4TOm7rVtrmD+/jfnz28jz/vmv+bMsww9+MIbHPMZ/9bny9f82/So8pf+T5zmv9L0ewH/lef7uLMtef/j/XxQVYhOnSDieZQX0Qh+eYousWf2krMHIsvW8MFWIKau4DHnle16TTWR9i6+l4wNBDTQUkIB+K9n+8+YCs+DMEufnduwVFbYDjg+JNB5VWXAf8YfDO+whRSeYp6xvlYfX51yGgZIdPAqg65V5Ro7Wbf3Az2N54BQZBZFxBvS/34rLYfnzgam8gaRarWJ8fLzPe42MJ/0fGXdeWh1P0fyL5oNa2RZJiWTD/Nk4VRBi3iztMce08Mxn7k8CfqQ/nvOcB1CpdLwWpmYTeO97F+A979mDSqX8A8wqG03Dbbjpps56krbba2OeA9dfP4a/+qsHC3koey8yUjzeIx4j+t8I3z0NwKMP//4kgP9BCVDyHvxiUm8lGih6z0vrTRL7zfV5bmjKk/NIrd1hKJrwzDODMSsfq9uUFQORKSM9BocnvSk6DovYkT36jiBTdgZEs2fPxo4ds7F79yw86lH9YVWWnwENv96B+QHQrYePCuqfcD1+f/rTOfjudxeiWs1QqWRYvhz4wz/cj2rVX1zXEJH38KjJLM/z7g41HkPcNt5YoGXab/bGFJRS/cxjXDeH8OnRo6Oj3TRsSHDf2u5Ee6aLd9kZT7zuyLyxvHSDigKryocpZVDZh4n/K6jzOOVNJxwd8EC/UqngiU+cQquVY3raN1T4OTUeP3med8Ny2pYvfnEuTjyxgXPPnQYwaCxpH+vaoWegcfprrhnHN785G+edN4kDB4Dx8XSk5667RjF/fhtLl6ZfW6LRKq4zAiYuQ/ua/7PTUaQHHyoo5QC+nWVZDuCf8jz/CIBleZ5vO3x/O4BlhYXQxOEFvQiYLA/n937b/yiu7Sn9rVvrWLZsGiMj/c+cKHmK0RsYUQfkeY7t2+v49rcX4OSTJ/HIRx5w+dc82qkR2LKC4clbrVZx661jmJio4KKL+h8M1cGlHowXGrRya7Ua1q9fiOuuOwrXXbcAd9wxgl/7tSn89383UakAlQrwpCdN4uyzp7v9bacwTE9Pd8tkJa1KisHW2sx5zjvvAB58cATvfOfRuP/+Gk46aRpPe9ohHHecfz6i9+31l+fRsAKx3YCtVoabbpqPCy6Y6CozVqa67qVA7fU3y1691Xa7jX37gC1bRnHWWZNdr5TXFr31xdHR0W5o1et33pTijf0HHwQOHMhw1FGD6wiR/Ip+e8QhuzvuyLByJTA+7pftzQn2+COArFQytNs+H7t2VbFkSRvKpuobrntqqoIrrliAf/7nncm2eeW1Wjluv30Eq1dPDAAS17F7dxX/8R+z8POfj+B3fmfvQFkq1x/8YAwXXDDVLYf5n5rq9eVDIY/PI6XibW5puijP83MA/CaAP86y7FF8M+9w6rY2y7KXZVn20yzLfrpnz56BI2bYuvOAxr5TIBVNak7X/x947WtX4/rr5w9YEOp1qAfiraHo7jb+bN06hhe/+CS8733H4N/+7Si0WuXClh4IcRuZdHNDtVrFPfeM4kUvWoIrrpiHPB88wsdTul64KMs6m1NGR0cxPj6OOXPm4Oyzqzj33DbOOKOBefPaWLSojRNPbGLlyiaOOaaF8fGel8FH+0xPT2N6erq7dZk9jqmpqb6tzuYZRLuqnvCE/fj61+/Ek550AC984X4sXtwcmDCR7PiayiL1ATJce+1SvPjF5+Gqq47G5GQPcI1v+/DY9jx25kHzNRoNTE5OY//+aRw40MBHPzoHj3/8cbj22lnd/hgZGenurhsfH8esWbMwPj7e/cyaNavrKfG4UMMlOgB31y7g6U+fh699rdbHa7SLU8dikaWsO87yPMfPf17Ds5+9FD//uW9DewCq/enpEc7LlOc5pqYyPOtZx+Duu3shbt2RyOmzLMP27TV85jPz8MhHTmHt2mbf/UiHmSwmJoDXvGYFPvShJQNGBafLsgyLFnWuXXrp/Rgd7X9Nu0ff//4YLrpo0pX7e987jssuGx/gr4xHo21JGeUpx0HpIXlKeZ7fe/h7Z5ZlXwZwPoAdWZatyPN8W5ZlKwC4JsNhr+ojAHD66afnHPIwy5N3SfHA4UV4ndxALzTkKZrDdXfLYdqxo47XvnY7LrjgILJsMNQyjBXgCd6ubdw4ij/4g+Nw6FAFp58+gSc+cT9GR6uut8NWnld25CExvwySW7eO4ktfuh8nndRCtTq4aNyz2nrWeJb1to/zzi17KNW+K5UKnv70aTzjGfej0egsxp5wQu/Ug85k7/QJnzPHQMN8szJQA8DysiIFOspo0aIWPvjBnWi1qt3dVcaDeriesvB4UK9z795RLFo0jR/9aC4+/OHjMTrawp/92SacdtoDyLIapqd73p2tLdkOMlsr49AT16kbSvI8P+xRNvHGNy7BUUdN4etfX4AzzzyIf/mX27FqVY5Wq/8YJVbu/F9Pm+Y2MjjpeGu32/jlLzM8+9kL8PznH8KLX3wQrdbgmpK3w8zaZGlSpPP1pptG8ad/ejTe855dOPPMJlqteh9/XB/vNjPDB+itRylxH2uY/cor5+KccyawalUTed6vWLl93J43vWkpbr55DJdfvivZRi1nz54Mf/RHx+Dkkyfxl3+5ra/9CvQAsGBBC6edNoWnPe0A8jxex+nUkeHHPx7De96zd+DerbfW8PnPj+Kaa/Y9JA9H55TXVk5TVNcRg1KWZbMBVPI833/49+MBvB3A1wC8EMC7D39/tUx5PGg5LsxKwmuM5/l4Hy+91Wd09NEtHH30wQHPIdqVFPHiWQe9NMDERA2f//w9WLFiGr25UB0YrKk6vDbbfy9EYu147GOnQy/D8qtiYHnwWgP/Nur1Y47jj2+i1eofsOYF8fpXFBoz69+ME64zJRv7ZkBKkcrM6ubrDEw33jgbf/d3KzF/fgP79tXwilfcg3PO2QUgR7vde9aIN51YO7m/GKAiUDLDYGqqgTe9aQm++MUFWLiwgQ98YDPWrj2Ier2OZrP/+Syry/jmPmT5ecCr88xAdcuWDM973gK8+tX78Tu/cwjtth9a8uQY3dM+UPrJT2bh9a8/Fn/3d/fhwgtbAOp9a1gR72aUMkB5SlPHmtHBgxk+9rFF+Nd/vbcvT2Romrd8001j2L+/gt27/Zfxee29664aXvrSFfit33oQL37xHrTbOZrNWFbmKb3hDfejUgFk6W0g7fr1Izj22Cbmz8+R571yGw3gNa9ZiHe96yAWLiwO3XlzJFVvWlZpeiie0jIAXz5cSQ3AZ/M8/1aWZT8B8IUsy14C4G4Azy4qyAa+kU4u3bqqeU0AvHVXw3+pTrZvLp8PqvQAMQUaRUrz/PPt5XX9z9UwEHu76Ly61WPktmg7UwqCLXP1kvRFdSwnljGDjTfhuV3cPx7oWT49moiNFt3+2mw2B7aeexaaN2m8NAxEJo+bb16AP/mT1ZicrOKpT92DD3/4DuR5C9PTtYExx+EX60tbf+NNE9pmtvQ7mzyaeNObluKHP5yNSy7Zg7Vr92H27AOYnu6FO3knpZHJjI8+So0FBkXjo9Vq4ZZbMrzoRQvx5jfvxW/+5qGu0mQwVUOO5c9g7NXvzaXvf38O3vjGFfjAB7birLOmkOcjA0abN3ftGh9k6hmnzLeC2ac+tQCXXHIQK1c2kOeDJ6/r+MnzHFu31rF/fwWXXbYTz3jGBID+PExW3g03jOJVr1qGN7xhN574xP1dgInA0n4ff3wTxx/f2QrOpO0DgOuvH8cjHzkxMBc+9KG5WLOmiSc+sXM4a6TPrFyvzXrfS5MqN6IjBqU8z+8AcJZzfQ+Axw5bHgMK0BOqvTqAww+qEL1QngdILDieMByW8QZ4NIGiAacDSScp865eBND/0CyXo0pY2+zxpaEcTqOT1gBFNxV43lGe5931Ejt7Tg0Jb9cTAx6TgrmBISsMK98eBuU0LBOWpylE3lmn/eb1kSqgLMtw883zcPnly/Abv/EgTjllAqedNol6vQagIxd+7YWRtdfKsTAek2044DYYKE1OTmLv3iZe+MIteNWrJvoMj0aj0q3X+sq+eRODGj0RKLBXZzz88Ic1vPKVi/Hud+/ERRcdQqvlh9N5znA9umOyjKX8X/81B29/+xJ86EP34LTTekpT5zcDi8mR5c1b+ev1ejd8yrJguQHAvn0VfPazi3DVVff08aRjSwHgtttG8O5378Izn9kJ/RfRv//7bPzN3yzGBz6wA+edNwkbEt585no67c2R54MhM9VzAPCDH4zjxS/e19feTZtq+PSnZ+M739mNPB80ZrjMiLw54v3meVumXGCGnOjgMW3fNuE4JOIJMPWJgIJBScEpIk+ppShlkaoytUlsijSawFE7vbqjAafWX6ocJbPObXOCgZLVOTIy0rcWxUqPvYdITsp7BORcvipZlqdXdtTOlGV77rmT+Mxn7ujjz/YKeYpYx7Xd540jbIxYOpORvY6jXp/CnDmTmJpqdNfR+BBVmxdevZ6Vz//ZGFSl/9//PYq/+IvF+MAHtuFhD5tAu13cT54BpnKMjDwA+MY3ZuNv/3YRPvaxrTjxxIab3usjnrv2m8OgkVz0+5//eTGe8IR9WLGi87pwT5l69V9wwSEsWAAA8ZztjDvgYx+bi898Zi4+/eltWL162k2fqsu77+m56enOqQ/nnjvZ5avZBP7szxbhTW96AIsX+xsjHgo/KfL636MZAUpGatWxEmOLmNFXJ1O0sYE7zLP+1arnvPpblRorQW5L1EYPlLQubiMrcrWiWKFp2MxrAz/Qyfk4pBbVoTvD9u3b191lZl5AvV7vaxuDgj70av2gstTdVMYTe1jWb1we94XxaH3s9QPvpvIUJVv3He+jjTzvleVtvrFrHAr1xqPyadcNtJrNZnfn4fT0NA4ePNj1TG3XI9ALzXF+b40u6k+TnXqv3/jGLLz73YvwkY/8EiedNNEXWlJ5RsqGZRuBIl+76qpZeP/75+GTn7wXxx3XQJb54UaVp5WvBiZvduJjunRTg83/vXvr+OIXF+KLX7wdeT44nyIPJs9zzJ+fd/n1qCNj4G1vW4Sf/3wUV111HxYv7hxP5G3U0rlfxohSY/NnPxvDSSdNY3y8t1Tw8Y/PxbJlLTzlKRMA0g9OR/VE9zzdoW0q4ynPKFAyUgvTBpVZxTaJ9EDPVOd5nhGHo1IL6MYH85byVGzipjrCm8h8jT0mrTvFhwfcnpcIDK5H8STwQoK8zmGHflo/jI2NDeyC07q5TI8nBSNO7z2oGcnfeAX6X/3gKbeU9aZjSfOz0jcFZuPI5GL1MzhbevUmWcb88kIDJj6hwTsNnQ9Y9UKnXp/rFvUsy3DVVQvwkY8sxD//81asXDkNnVKWVh+49WTLhqA3JoynT31qDj7+8Tn413/dhqOPbqHdLt5cZDxo/9o45HbZRw+f5Tr+6Z8W4pnPfACLFjWQ57W+dqjhmDI6lfI8x8REBa9+9RLUajk++9ntGBvrPx5I+0oNbuaF+fDqsjQ/+ME4HvnI3gsI77ijho9+dC6uvnrHwM7bqB0pMNJ6LV/ZPBHNGFDylG0qTco1V9KJ4615eJMq+q0WAQ8coN9qVmDyBiHfY+9g2HCl3RtmYDDIKzBxuWYYmHKcnp7uvh6BlbP2k7ZP+8TkFfWDJ18GJW/Ccl28jsDkeZR23VOcxhu3wduhyV69eousqKOxxl6r9YmG+7iPVBEzuDPvXD6XoZtOPvGJxfjKVxbgM5/ZiqVLG+44So1hHXuePHmMZlmGj3xkLj7/+dn4/Od3YvHiJoD+FwyWteBZtjpGeEx78+PeezNcffVcfPWrt/eNewUkve4ZKkq7dlXxB3+wFOedN4m//Mu9qFYxAPTA4GtUIgOUyWuL8fWDH4zjNa+5HwDQbgN//ueL8PrX78OKFYOPPQxLDxV4UjRjQAkoFz+1UAe75V7ITgcne0f85k1vRxIPXB4YGt6KQmpee1gB66T06ldFzWk43KPrEcyrtVMVmjeIWZYeOPHDrPZtLx6zkB3LSENITJ6R4HmsHr+sfLX9KiMrLxVS8P6nFICnhLkcHmd5nvcdoWSGim1E0A0oLHPbdMKhTkunD2fzb95pF4E719EDvjY++MFluP76Ofj0p+85/ICmHwbW8De3ReVopOO0cy/D5ZfPw7e+NY4vfGEnFi5sot3uD5la+jJWvfLGfDAAc9jYxtEHPzgXz3veA5g3r4VmczDCwHzbnNLdhh5t2VLHS16yBC960T68+MUH+mTqgbd5cp68vPSRHA4dAjZtGsUZZ3TCdJ/+9FzMmpXjt3/7UJinLEVzw+6p7ozyRDRjQCmyTtniUQscGHzYTsvxAMnbYh51Dit1rlsHilpQHCpQS1U3MqiFZG3mtYJKpdK3RTyqW9tjlrvKjXnl3x4YaTjJ1jZ4YjJQ2k4nVYzMm7fBRBW9lalgxWFN3SmoFjkrOK+vI8XD/aXkWeRe/+V5jpGRkT6wj/JGAGinNBiI2Fio1+sYGRkZODWkbLv6jSvgHe84GnfcMYpPfnIr5s/P4C3ya59F9TKgxGMWuOyy+fjhD8dw5ZU7sWBBhw8PiLgPvboUlHgTCPejjWV9o/Fdd1Xwne+M4+qr70sqTq0n4sHoBz8Yw5/+6WK8/e334zd+Y2KgLI6EWBtNZ6QMzmhOMd144zjOPHMSo6MZtm6t4Yor5uNrX9sBTsZ5WQ9onZEsdDx5ZR2JRzVjQAnwPQuvsz3LP2UJRxPJU+IeL0W8qnXA//k+AwUDjkc2QK28KJSnPOi1CES9NMYbe6PmIdk3H5vDE7NMX/BH1/M4TSQPVnh8WgIrzSif/dZ7JgOPitrheSNsRbMsrP88PqL62Ksy79DKVsNKAc5TGPbNRsf0dI6//MtjcOhQFR/96L0YH/f50/5LzSHPmGSe2m3g7W9fiPXrR/CZz+zE3LkxKPPcSQEA52P5sOdhho6C22WXzcLLXrYfs2e30Wz65Xq6yWuz0Ze/PBuXXbYAH/nI7sPnPca86nojz3uvfq8cTWvrSXkO/OVfLsGf/umDOOaYFvI8DlurzrJvb4yXBRseA2XaAswgUPI6mgckW156hhgDgZbJXhJ/+D5T5JayEtKNADx5uDN1XYnT8sI4887X+HklTauDh3/rBE6BhbfBgdcz7AV3thuM260Kk2XkgT9fS53OoB6bKXP2co1HeyaI5WwgbhT1cUpGXghT83rjxOrjshSovPZqf7ByBYDR0VF39yG3gz2xpmhXlqmFBg8dynHppcdh7tw2Lr/8XoyODj6gzrvWAPS9cp6Pl/LqYvn1Nmnk+Ku/Ogrbt9fwz/+8HbNnZ2BnVEGOZeOBsOc52LjUjQ5GvDliw4YM3/9+DX/91/v7FDYbkDzvWTcpKHeuA5dfPh9f/epsfOELO3D88YMPwKs+0LFjZH2YMlz76+7J4kc/moW3vnUXrrpqHtpt4PnPP1gI7mW8xMgLUlDz7kdzR2nGgJJHkRWogAT4SsKsDj0cNdUp3icqmweulmPpPDBSINI2eBZnZGl7E5P5MIWgisPS85oLKxBe07B6TX7m6ZmC0kNoiw6j9RSLkYYO7be+JddOF5+enu6ziL2HI4usa5YXK1MPlLgcVliRclDDJypLx5t+rP3cFyw/W9+zOqK2maGxbx/w6levxkknTeGNb9yBkZHeCx95Y4jKkD0QDYFbPfybx1CjkePP/3wpDh2q4B//8T6MjVXQbvfkk/KYy4ZfmdhIUt6M3vWucfzJnxzEyEgLk5P9RkQqn8djowG86U2LcddddXzxi9sHju+J+GZjReWtRm6ZsbxvXwVbt9axcGELH/jAInzhC9thQzDSE/xb+fTGt/6O1m21vWX4nxGglOosntQ2sSIPSa0XHuw8QMsCkl03viLLQDvSc33Zw+G1mJT1YDx79UZWCdenCtbzlji9t+NL13WAnpXOxw/x5hH+zTvCogM/WQ4KSuyVWbsNNO3BXTuKSNtYRnl5XkrkqXE5nnHBaRhcjH9dP4j6SftZlbV6ghyaioi9pN27M7zylSfiggv24VWv2oks653+UBSS46hD5Olyu+z31FSOP/3TZahWc1x++TbUav1KNgJxz0Dj69qHnI+NIC/NLbdUceutVVxxxSE0m/3v8vIUr/32ZLN/f4ZXvnI5Fi1q4dOf3oHOY2SxN63lcp3euCqav0Z3313Dxz52FM46axJvfONSvPSlD+D44xvwVL22K2WEp/J6FLWtDM0IUAJ6HcEDUo+Z0W3LKSXEYSIeoN72YMDfOOCVqQu3dt2zFKIdOpFVbGV5vBkIWLlWJv/mclQuHhh7VhmvIbEcsyzrOyGcZctWs3pIKn9vgFsb7NsAJ8/zAe/L7k9NTWFiYgLT09NdPlX+XH/KOtPxxOCsYTCvj9iKZdmyIcLkKT02ALjv+CFh83i5Lgtf6vjjMiqVzlFEP/vZOGbPbuH1r1+HJz95B373d3cCGO0DHP4YrzxO2GONLGidl1NTFfzhHy7FokVNvPOdO9A5JqcnC/5mGak8I09KDT+d7zwPeIy+4x1jeO1rD6JW66wlqfHL7YrmaaVSwY4ddbzkJcvxmMdM4LWv3Qt7qaTXLm2jGjw8bnhMpzwp1j/VaoZ/+7cFyLIca9dO44Uv3Aeg3+NK8VSUZhhwsfTD5pkxoORZRGopAr0JzHm4DB2skaLm8jzvyPM8+J5nVSuYRZa0115gUNlxfgZtlglPOk8mzF+kID0ZMU+miLx+0YluIKXApcpN5c5hQ/aQuBwje0aKt1tzHk/WRZNR+dHt8awEOEyoZUR1RArcK0O9M5YDGzqW3kJ3nsFkNDXVxGWXrcO9947jD//wdjzlKf2AxHJWIOexEIXRIpqYqOL3f38RTjhhGm95y67DvPW3Vw00Llvnhipuz7r3xoyNf2vbD39Yw9atFTz1qQe6Y8fKtgdvuTztC6MNG0bxilcsxytf+SCe+9zelu8ysrF2ecDE93jeF4Hc2FinrLGxHO973zZUKnmXJ6YUUHg6xJPBsGATlaU0o0BJlR0wuF2alYSX337rPROgF2/XdQMlz6o1xcXXOC1PHm/SKJ+eBWTtt0FpZdmk4TWeiG9W+BE4esBr9/TFhZ7xoGtF3tqR510oj7wIz6EdHg+8+cLO3GMv0muftiniwcrXDR9ee1Ne8DDkedfRWNSxYfmZT22rte3rX1+GzZvnYny8ibGxxkCZ6t16IbRhACnLMuzbl+H5zz8K55wziTe8YS9arc7OuyKF6I0xr05tp6b12tABqgzvetcc/Nmf7UeeN/vkrWFWrc9k8OUvz8OSJW385V8uxd/+7R5ccknvZHAec2XBSflUWXj/VQZA59XoIyNtvOQl9+PEExuwd0F55BmoZdMOSzpmUzQjQMmsE/tt3xo353PWisoDesrGjmXhhWm7b9/e2oF92Cuyt6Pyg4cMSDw5uD72eKy9KeWdZf3P6fA2UVPAdvSSyUfBTNtmitazhD3AMSDiDQ2qKDS/elQc5lDQYyuZQYZ3mPGH30rMfeIpIOafx4QuFnubPDiEyefn8bMv3KfcJg/kVcExuPA9AxgGSSOWIytRBiUNARofBw7U8LnPHY/f+Z3b8cxn3o2jjqogyzrGhvUt76rTscB8R8Q8VyoV3H9/hmc/ez4e+9gpXHrpAeR5FXk+eE4jgD6DqSiyoHJVHoy431X+//M/dRw8CPz6r+/D9HQjKW9vE9MvfzmCt751KUZHc3zmM9tw2mm9c/qUD9YHHr/aFm8cqWGWkss118zB0qVNvOIVexC9WPxIwNJrl8eHJ0tOXwbcZgQoAYMLfSo0VqxRo9mK9QYAW452jcvm6x4o2fE6bNGz52S/GUS87dJFHx2YOjg1fFTGw9MwlypJ8zYYZBUw9aM8Krh6aT0PyQN4BhU1JJg/7wQDL683Key6buzQzR7aJ1a3et8RIPGYSv3mfvPWCi0t7zD0PGBt6969dbz//T/A3LnN7vl49uCtysnz/oZVYDt3ZnjGM+bgWc+awitfOYFWq4J2e3Ddj+ekyVnDdEVA6N3n6xxhAIB2O8e73z0Xl166F63WYKjYeLA8/LvDK/DWty7F5GQFp5zSe+VERJ4cdQwy31F+zstyZBnt3VvFZZctxYc//EvU64N1FVHZtGX0jV7j8Vs0nmYMKAHxQFQQ8Nxq6yxgcG0m6ngGFPZ2ImvadnvpYbCsYI0PXrxvt/tPOdcwF7c9JRNeR9J2ZVnvaB2eRNpWDo1x3ZVK/3FBXhqvj7gtCkhqXKhhYHI0D8mL7bO3w7wZL3zMDcuUPVGv3z25GA/mkbGsrC/NS1UPVQ0erx+j6zreFHgj2bMcecwxvwBw7LGHDsuq1j0Jwr4tPGuyTK1dKLh7SvbeezM8/emz8Qd/MIU/+IMp2OnU1hbmm8vh+VMkM60zAnZVhO12G9/61ijq9TYuvHA/Go3+Mafrn8yTlf/Nb87F+Hgbn/vcVjz84RYGLX8Cdpn2cPtZ5nyd81iad71rKZ71rAdxyinTQHCcURk+hmmHN+49noehGQFKNiDYA7CG8anUPGijNRxTYqOjowPKCvAfbPQsXv7PFrQpUNshxgBleW3C20QwiuL2GmqwdqmFrgCV53k37MKAxPkVFEyWBp4mn1qthrGxsa4l7Vn//N8L0+m6UgoUWYbmfRrv5v1wSInB0e6xvC0U5eWNLDiTh/WvGRw81lgO6qV660rqIaUosvL5w2l1XY/vWdiON754AD86OorR0dGBZ8y0/yI+FRCZ77vuyvCMZ8zGn/7pFH7v96ZhRxWxvAB/tyrPUW6/B3weRX3Mc/fmm2t4z3vm4k1v2olWq9kdd8YTjxVdyzYeL7roEJ7ylIOH+Rqctx5F4ML3ud0sD7vnRQOs39vtHP/1X7OwadMY/uZvtsGq8Yxxz6D35BYZ8qlrep3rjOr3aEaAEpCOm0Y7q3RAcYzce1jWC01wuE/DccCgQDkMZoeSmnVtPPBbPyPFrRapWmgReWDK8e/IgmSg5TZwvQzikWJgcFfZRiEgVbSsKHh9yMplJep5YAaaVj73ubeFnPvWk2XE37CKkftRr0X9aG3m9igvlsau8TyxUxXUIOFxYrKw+WGhOwYkbx2pCFi5DZs3Z/it35qDN75xAs9+9uDL+cxw8qIQnny1DRF5HpJ984kODz6Y47d/exkWL25h9uxmnyHJ+dTo41ApACxc6G9aKuIrxWuqbZbHm18d2VXw3vcuxNe/PgeXX34fRkfL9V2Z+j3ePf3D/9WQ1rxFAA7MIFCyQaAT01tH4uvWSfV6HWNjY30PdGp4ygMlKw/ofwkdryOpB9Nut/tOzO69IbQz4cfHx7vKwAsn2X/jxfNGmK/UwNeJb/950rESY0BSPrxwmT47w3WyjD3wV0BnhW9ekoXJ2KLn3X6el2ReqPFp6c0g0HUm82g4vOpZ+jq2GAS0b6L+KHPNu+4ZZHwSh4ZT+fklHe/cNjXW+Dfn8zYaFZHVcdttGZ7znNl4xzsO4ilP6ez48srRzUYeCPE48zy+lBy1D3m83XZbDVNTFcya1cCSJVMDa0kKSgxMXGYkBzUw+br+Zt69clUXqEFr+SqVCtavr+Gf/mkhVqxoIM+LDaCUTvEMAR3/mlcNXwU6BitP13k0Y0BJFb8BAq8l2T1WLiMjI30xch5MuuEhErBOnDzPuw9N8vZrAH2hr0ajgcnJSUxNTfUpMAOySqXSDZVw7F47xwNJBWVVlF7n87ZoLYOVm+1gtHsMRqz4mDcFJfZcNC1bqFZnu93uW4+bmprq/ja5WdjNCylxmvH/p703D5erqtLG313znZLczAkhEGQSkcEOoo90unFGRBRtUUHwQ8VW+BgMqDQdZbDFATUMYR5EDIR5hg/ND7vFpiWBgBqIIWoIITPJzZ1rPt8fdVfd96xa+1RdfkLK76n1PPVU1Rn2Xnvttde71tr77NPWhmQyWQVejgTE6Ep6T4hlwHqkF1kwT1q+OnLzGUmty3Jce5ZynuWZSCSqus+y47LkGmDUEdG6zvzqiMjKIlg88TGuX3Rh06YAGzcCn/98F37wg51473uzGBwshyJXS9ej/nNb2RnRDg/zZDms+gHolSvbMGdODtdd9xd0duZRKgU1dQhZfczOjCbNk+5jS4b6t24TgBr5MV9yzdKlbQCA44/vx9vfnq/RO10my7lRh8kCVMsGyb2+NjYS+QJNBEpA2HPQixt0YzmVI4NASAtCe126viheRBnYyyyXy9W0CVC7bJTnNcRQRhkzK0Lk3xqYGKQt70vkY3lhYvAsj1Tus+Rg1aXla/GtoyNebs3OhV4J5kvlsvFmj1EbX44afIZPt8NK8Vn1+5wKH79RZfK9Igd+hIGBXcDHcjYEhCzPmjfNjQLWRoyG1P3KKw6f/WwnduxwWLhwBw47rB/Dw6P9zVGrNqiNkNZP1jHNM8uXxweDU38/cMMNL6O7Ox9y2Cz90KDMkbVlW3z/tVz1b+HX1xYLjHX5Tz2VwRVXbMVHPjKAiF2mavix2urj2bquEb1uBIAtaipQAsLpMb24QYhTYOl0umZCW7512sry6rle+bbqk+tTqRSASjSQSqWQz+dDCizpJZ5QtqIkXacGJRlQnEbk4xZv3Cb2oDWw6fJlR+WoLWS4PuHbN6B4APPckSwSkX4VnvXiBO1ls6zY+Op0EKfu2KMMgqBmAYAmlk1UxKC9dXYCoiKORsBOAERkI/3MToTuf903VkRkRUaNgEOU8b/wwgxefDGBAw/MY889+9HX11eVYUdHB5LJJNLpdLWfxHnQhlZHgUycsuQULPeBBhgeL7yI5aSTtiIWq13By/qjnRbmVcrWfauBspE+1/VrINJ9oJ004Wl4OMCCBTvxtrcNo57N9/W5lh/L3ceT736rzZw2l/O+NKhQU4CSKFEsFgs9IMmRChDuQDH2rJxCWilEyCI87UVbxtQqT0BQ7u/u7q7yISDV0dGBTCaDdDpdXXJrhfdS/urVcWzZEsO8eeE9zHS0yMZdey1W+XrgS5uKRSCRGB1IImt+MZ8epByF8oC12qSNg15mzUCrJ+B1tMRy0srOvLGTou/XYK+9N+ujZajnKblsC8Ab9RCtPuT5HZEfn4tKP3O0JXLVcxG639hAcHvYCdAG6+mnY3jooRQ+97l+fPnLWxGP92D79t5qyrtUKqG9vR2xWKy6Wa4uk+viY/UMoJC1DZCMEw1KlRRvZZUat0U7ODpdbMmWQdQCIEt29fi3dFuDEctK6m1rczjooDzkbb0c0flkp8eDdZ3VBxZY+urg31oWjThEdjJ0FxDnf/USa+1daeMAROc9fcZIfst3uRzgssu6sH17zLyX6xdPsKOjo/ppb29HW1tbzUS9ZRhXrYrjy1/uwrx53bjssvaQIdepOhlg4ddXl2qAqh4tXToBl1yyB5YsmYIlS6aEoiUBDQYP/eHrfTwODZXx4ouxkcioiNWr47j77i5ceOFM/Pa3HTWpR4kOePBxP432TW3akgcuA1MsFsOGDTFccEEbtmypfW7KilQtMGJjpY2ENbi2b4/hyisr768ZC+m2sP5w9GdFsi+9lB7ZgNM2YlHAyQZW657+HQQBNmwIcO+9SXz3u234wQ96ceGFWzBx4iCGh4cxODiIwcHKb+tRCau9lvG1PPRyOcAdd7Rh0yY7ZcT8W799c7G+KLdiQIG7725DLlfbR1qmFshq/jQ/1iefD/DQQx0Aausaa/rTR9oOFgrAE0+Mvpm6ETvSSB1RZdVrQ1NESuVyGblcDolEIrRogNMwnD9nI8bhN1AbJclvn+fM1yxZ0oFVqxLo6QG6u0eVnctnniTlJZPu4hnK8z46CpMynnkmiWuvbccrr8TR3R0gmwVKpTKcG/X2GCh4JwmdfmDw05GjfHp7gUsumY2HH+5GPB7guONK+NCHtoceupTf0jaeM+NdA9hrD3vQwEMPdeCnP52C2bPzAAKsWpXB1KkFHHjgAA44oA977jlY46VyxGtFSDqFJff6ooNnn03immvSeOqpBD7/+fzIEtnRiFjrQRTYMUj6DH2FN2Dx4k5cccV4fO5zldx+LGbn5RkMtM6KbnNkISnKUU+98p3NJrFo0VT86lfjcM45W2sAWgOqpffcbpGD3FcslrB2bRxPP53C//xPEr/7XQKFAnD44QUcc8ww3v3uQWSzWQwNDaG/vx/9/f3VVDDrrdZFlp92+CxjNTTkcN55E7B2bRL/+I+5Kq9MPCbYedLOlVzDMuFUMY/ta67pwuOPt+Poo/PIZEbr0n0j9esoRvrZcki1zkm5P/zhZLz2WhLHHputcYYsPdK6YwGB5ktTPg987WtdWLVqR805i6RtVpRokeazEVBtClACRjfalMb68qiWR8LnLEMg5WvDqum44wZw/PEDNd6WNsrOVVI6sgoslUqhWCxWFZsf3GUDJPX+wz/kcf31o5tiDgwIKAWhnQRkXo13GAiC0ZWBrPxStp6LGRqK44YbJgEAPv7x7Ugmy/jEJ7bhLW+pvCpZ+JPUqbShUCiYhliDBQCsWpXCd74zA3/8Y2UlUCpVwvnnr8cBBwwjnS5U2zPSW1U+dbpNg7gV3bIxGHUOHB5+OIMbbujE4KDDV7+aw9VXZ5FOB6E6xYlhsgBOp28sXkXezz+fwXe+MwlTp5Zw111bsMce8rbQsA5akTf3m48PfrYnCIDvfncm3va2HK65ZjI++MF+PPzwyxg3DnCu9qWKPvlZxrFYDLBqVQrLl2ewbFkazzyTwoQJZRx+eAFHHDGM+fPzmDVrNCouFArYubPykkV5fYaMCb0cn9PnlvzZwPG4XrMmgX/910mYNy+HSy/dhsp0rr2oRsapgI/elUMbch3xsE7dcUcn7r67E/fcsxWZTBlBYD/DxY6hBnptj0QWGqDl3OOPd+K3v+3AAw9sRjzufwjdIgvQNRj5ykinK8D0eshyKnzpfe6vetQ0oASEBci5dT5n5dWB2gjJCtPluJ7IE0oma1M6OtLRnr7m1fL42bvQ/ABAW5t4d+H0mAASr1ZjA8+Kz5ElK3JHRxnnnLPVSL/Vyp4Hi/7WxoPP77NPEbfe+mf09cXQ0xPDjh1xHHDAEBKJcjWPr/tKgxGXa0Uv2sA659Db63DHHV34+c87sd9+JZx33hCOPLKMWGw0BcN1WnxoMNDnfXNJPT1xXHrpJPzP/2SwYMEOfOAD2Rp5slyt3/wtJI4M1yXXLFo0CXfeORFTpxZx/fUbRraTqZ0M1/JkErkODQVYsSKBZcuSWLYsgz/8IYU99ijine/M4rjjBvC97+UxaVJYX0ul8O4mHL1ySlv0kPuT5WJ59Jruu68N//Ef43HRRb04+ujsyD3+BTWs2xwxWeNOO5gsr1/+sh1XXDEed921Bd3d0XlY7RhLv+n2WvdxnWvXJnHxxVNw662b0dVlpwbryWss1/E18ThQLDa+LdBYwIXv+bsDJRYop3K0AKM8AiFWUh1licJopdD3+5RKgybzzM8IMe8MoNqgc30yiASIxBtlYLIACQi/plyiND1g+MNpOZaZkEyuV6KQ0V3FOWLUbQCAzk6goyPAzJmyjBk1hkH6Vs+TCLEMZGk08x2LxbB2bQK33DIBjz3WgaOOGsbixdux//5upN21C1+4jXzcGvz6nE6LlssOd901DldeOQnHH9+Pxx/fiEwmqAKgD4Q0D6IbVvpZUnbCBwAsWdKFq66ajAMPzOLd785i8uRRD107I9qpKJfL6O11WL48hd/9LoOnn05hzZoEDjggj7lzh3HKKdtx0EFD6OgI61UuZ4O16KaMJVllKqDke1yC56pYJmLQnXPIZoGLLurGihUp3HXXNuy5ZzHkQGkZMjBaixy0/dALYziyXL68Dd/5zkT84hdbMGNGEfLaB58zqZ1dK7WtnVq+zzmH4WGHM86YgX/7tx7sv39lhwadhtVUz8HSkRifry2r5lDNvY0QR4hSBrd1LCDWNKCUTCarAwwYNQrSWI6a9L3ScG0AtXDL5XJ1IGslaaQTrOv1NwOXL7rQgMS5b94hQs8p8WDTuXA5Jik4baTY8FtvU/UZcatN0l6dipHreQJdy08+HE2yLPgFfoVCAbFYHMPDSUyYEMOzz47D4sVT8NJLGZxwQh8ef3w9pkyJj/SprR9W/dZxPZel2+qcw8qVbbjooumYNKmE22/fiD33lFSdvXBCe4fWXIhzLuQEWPMIAwPAlCllLF++DhMmcJQ/ev3wcAydnaNt27w5huXLM3j66SSefjqFLVtimDs3j7lzczj//B044IAsnAuviMzlwgBt6RE7T+LU8GMZvFsEEH6QmqNgdhpFj9evT+K006bgwAPzuPfezWhrQzU60nriAyVrflB+C7HBl99/+lMaZ545Bddcsw17712s1uUDAE2+eR8GYR73FeACLrhgCt75zjw+8YnhGllrW6F54HFZz+hb0eJoyj+oecbJslWal3oRbyMRsUVNAUpAeAK9XqdbK3qAsLC0l8DXRHW0jywjVQ/IfIOCeZEBysumGZAYsPTckkRpQBjEJbrRvOhJfgs0o45b11jkAzgrEtFykO2bcrkcBgaK+PGPD0BnZxkvvDAemUyAk07agSuvHEYqJc+/NLaA1OJXR02WhxiLxdDXl8TChVPw1FMdOO+81/CBDwwhHve/P8f66HPamQJqt+GR852dAd7//qGR/2EdLJWAu+/uxJ13duIznxnCsmUpLFuWRrEIHH54Hu98Zx4nnTSIt7ylAOfCD5QWi6MRj0TBXC9HFKI/7ERxP0p0xIuQuG+lnfIRIBadXLq0ExdeOAXz5+/Apz41OHJvrEZ2Uo6Wr7RBy9wafwxGsVgM69cn8aUvTcOPfrQdhx5aO8Fi6XkjUQif07oVBAHuuqsLa9akcNddmyERks+2sP7yb47KGgUoTek0kMthZM6uscUIUWP/9QARU1OAknjO8lto1KOIfpo4yiPn/3y97lTtQXCaj8vwLUfnZ0t8HoYVJek0neynVyqVkM1mqwOQf/MgB1DdaolTJryajuUqbRAZsifrGzxyvJ6yWTK2+k57lQzKsrR4w4Y8vvvdd2DNmmkYNy6HSy75E+bOzSOVSsK5FEql8Ovgo3jTfOm+AEaNq5RVGaQO998/GYsWTcZxx/XhkUdeQXt7LWhbcybcRz6QYuOo9VnzZxmK5cvTuPDCbqxcmQYA7L13EfPm5XHuuQPYbbewgWbdEVDRGwrr6EinuVhnxPGRjzy/J4szWJZSN++wL/pWLsdx9dWz8eSTXbjuuvXYf/8CisXaxQQsG47ErblW3c86TSfH4vE4tm2L43/9r+n4xje244gjhqqpQh+Y+Ma2pXPMP7fDOYeVK1NYuLAb99yzGZlM7fyRVbaOjthO6TnssVAyGaBQcNXNXHU75b/v3FijtHrUFKAERHvnUUKwBCedxB6fEOc+ufMtYBJQtPjQSquNXb1OY49VDAVvUCoes9zL285wG/RxTovoeQltDC3P0xoIjZLl1VrKrYE5CIIqIOfzeWzYUMC11+6Lrq4efOhDGzBjRh5TpxZRLMaqixj0kvtG+dNGwvJK//M/x+Gpp7rw4ovtGD++hFtvfRVz5kjK0wZe/s8AYEVJ1v0WKGmngnkeHnbYudPhlFP60d8/iMHBGP7pnwo45JDwQ9jy24rI9XNo3Ee8v541Fys7T0h0xHsN8thg3WLnq1QqYfv2DL7znX0wfXoRt976Erq6gGIxbo4fbj+Dkl4Uwzxw9oWjPfn09zuccsp0nHRSHz72scFQ32pnzgcuUQbX0g8A6O2N4bTTJuP739+OWbNK4HlQ3dYomyj2yZcub5RSKSCf9y/1tnSQ+dWkwZOv5/J81DSgVI+0YbVAi4XmW4kknWhFBEyWcdZepBzXq/n0yim5huvSD8Hy4OI2AAilVuR+KVfn7Jl0LlvulbKsRR8aUDTxOd+A4T6yUoY+UBKDmU734sQTf4kdO3agra0N7e3t6OzcE8Vie81cgMWrBa7MkyUroRUrOvCNb8xGLhfDRRdtwqc/3Y9YzE7Bsqw0CGiPnq/XPLNuMABY8hKZZjJlvO99QyHw4mjd4oUjc3GE9BuUdZ1axgyYetGKlKH5FX3nRTvLlo3Hj370Vpx44qv47Gd7EI/HUCrV7qSgyZKlNZ6Zfz23GovFkM/H8JWvTMd73zuIk0/uC5XtI8uhYV60DuooGQBKpQDz50/CMccM4sgjs2bZlsNskc++cDm6XVZZqVQlUrLONQokzFPU9Eoj5TQdKFmg45tnEmLDqj9ynonzsFyGvtYCJosXXVdUZCYgIgsXisVidVJfvFVJLYhi867eYsBZXtZEKsuRU3k6B22tkmqENBD7vDnLuOr72UDKQofh4WH09fVV5SQPVwMIPU/FA9gyDiwPMcrMJw+6l15K44wz9sDuuxfwrncNYa+9itXITJdpGQHuX+3BWx4zG0q5h42o5TRo2XHaW7dd6ucHSfktv3qHED3m+FuiI+ZdQIl1VQO+BqRcroif/Ww2fvWrabjoopU44IBBFAoJlErhB341H5aesyzlt8hKR0b8u1RyOPPMqdhrrwLOPLMH8tgCy1k7Blr2lj7o63SECgDXXjseQ0PAGWfsGHnIOuyE8FydNTfMbWWZa+dFj80oQEilgFwuGrhYPtp2+hxS/Ykqn6lpQMnHNHs52mOzSHeOr44oPuql7KzoQp+3ytUGS5SVB5t++FUMMHesPKzIRi0KjLWy+sBWe58++UZ5s77y+aOVlOuyDDUbNZGPnkOQ9vk8O/ZcrUjGOYeBgTgeeeQvmDKl9rUJPjkw6WjXipT4W/Pp0896DlQ9IOa0HTsA+hUmulxrXol54HkmvdCAjazo+I4dCVxwwVuRShVx1VXLMX58GUB4TlA7cTzXqceZRaxnzP+oM+mwYMFkxOMBLrhgG4BafalnxFnGVv9Z0Wm5XMbTT2ewePE43H33egAllMv2dAGn3X18+OyhpUNR8gIqkVI+75fn6yVLTxsps2lAScg3YDVZXnojZeoBHlW+z9MXJfLxoo0FKysbLu2hWiADjHpNsmkq5/P1tT45RXlPUufo5HM5xLevzLGSZThFLsIL7/fGhk2MqDw6YAGQjkYszzXKgzvssMo2NrFY7byGJTeuU390KpbbW8+5GovzZJWp+WLDyBGSODciH+3cMBjxA7FynheZsE6zjETuK1a0Y8GCPXHssRvxyU+uRWX41O5dqT3tRnRN86UdCh4nl17ajfXrE7jhhk2Ixeqn6yydtYws863Hd7lcxpYtMZx77jRceulGTJhQ2URV7ovH42aK3seDbjfzNhaS6ytzSv7y64FaIzQWe90UoKQ9cwsMLOOqhaVD6HrelVYq3guOdze26tPLXjWYaiDiBQ28FQob5FgsvKsyMPqSQcv7lPPamOhoi6M/LT9pC7dDt9snMyZdBsuCr5FytfGRTyqVQmdnJwqFAjo7O2uiGz345WOlOZgPvaReOwQ8TxiVLtZGA6idu9N6ZRkvX/mW0dO/2bOWvtWOEt/H7ZVUschCiN97lEgkqjvcyyIGy9iz4eUoSQCuUj/w859Pwe23T8b556/G29/eg1KpFjy0zPU41vpojUs9d6QB9aabuvCb37Tj1ltfRSplzyHzuLNI8+lzQkTmlZR0GWedtTs+//ntOPjggSogsRz5t17gpHm0bCDrlSx+Yl6s8Sz/ZaEDH/eNZ+t+lgU7tz79rQeeTQFKgG3stKJoxZNj2lBZZfsU38qBS2TCCu0DST6mhW15znKcH/SzPDotE52G4AFt7SEXBSxavrpdbORZngxujZZp/dayYTCMx+PIZDLo6OioghOXoecHLAOu6+EVZvo5LwtEo4wjH7PAhtMvFi9ch0+XrHv4nM84W/XpaEkvqhGeWaZ6rz8+p8E4Su59fTEsWLA7BgZiuOmmF9DZOYgg8G9sK7xw26IAyXKuuDy+5v77O7B48TgsWbIRXV21gBTVB7pdmj8rWmRnYOHCyejuLuKEE7ahXB4dR1Fj1QJlzYeWvb6/0chJFjro8i3diirTqnMsfAg1DSgB9VdnsBejjaV8+waKpBqihCzn+Torlab5scqzlNXam0u8CgYdXZb2/jQ/1uoiS27cRn1e7rUmTaPu1cd9RkRfr+UkJM+8dHR0YNy4cRgeHq7KTK/2svZY0w6CyFovgRayJs9fD0VFQGy8LIPZSNm+ay2DZjlHOm1sRZh6RR2/yZfr0bqtQXjjxiR6e5P4xjdm48Mf7sGXvrQBQVCspoii9FXLyqerlqPIY4Ed0f/8z3ZceulE3H77RkycWLubiVW+75yOfFm+DP7ye+nSdixd2oXbbluDIKjsBSn3aIeU28PzkVHjziLLWYq6zkrfscMSVe9YAacRaipQAmwDB4RXAclg0sqgt8+xPEFO8emBpYUdBOE3lloDxOJb/nPajj1VTnUIf5I20crIg14UWF4PEARBdcUaMPpWXL6W5SDHfRGd8GINPCC8GzKf08ZB96F1LdcrwCG/Y7EYMpkMJkyYUH27L9fJL1C0vEMtO05ZyU70ut/YiPkGdZSxEt3S+qXlW498qRaLBytakN96XOgdQlhOkjaWTVVTqVT1v5Yxy43BTeixx7px441T0NsbxwUXrMfhh+9EsTjqCMhYZIdCjlsGUOuUBh/+z1HdyN147rk0zj9/Mm66aRNmzRrdz07aYNVlydS6nm0GA5FE4+vWxXHhhTNw5ZVrkEplq0vepb3cJk55yjHea9LHr3bwLH7r6VIyaS90kPb4FlzoerWej0XvmZoGlNgj4M6yBiinSDQwCWlvWQtYiAcW329NVFs8NxItsffE57SHpHnQOx2zkvmA1SItU82nXKOPaTnydfq3vseSh89zk2O6H9LpdBV8AdS8uVbaLeVK/1oRAa9ylDoteUTNbfp0ga8R/WLHKUo+jciTz9UbG0xab/gYt5OBQqfvrCiGy2Javz6Fiy+eicHBOP7lX3bg3e8eQKkU1Oi6/i1lMwBZzoyeg9LzgNyWNWtSeOKJNtxyyzhcfvlW7L9/EUBYVj6A97XPcu60EyR6NjRUxvz5c3D66a+OvCYmCEXo3A62I/XmRhulqH7SlE4H3tdXNFI3R3Z/C2o6UOIOasRzYYXwCdAyWEK8LFaURoSsoxSrXN9/bTh94MKDXuqSayXyE954DooXQOjzFtUzeI0qfj0g4v7TIOxLfbKsGYTS6XS1TyTayeVyaG9vR6lUqj43w0ZW6mcD4du1QLeFoxy+xgJ1y2gCYQ9Y2qx5s2To0y99XI8Nn+xZ/paeWl60REr8ano9BnWUJeUUCg7f+tYsHHhgFp/4RC/e975exGJAsVibguZIyWofy5uJHTjrdSJcx9VXj8f993fi85/vxyGH5L1pKJ+jx46iTqmzE6THuHy+//0Z2H//IRx1VGUeSe7lcvSCBkuu1ri0pi50G/Q12rbyvbLQoZ4diDo3FhtSj5oGlCwg0rlsJq0UWiA6jSKGigFHe90AqqkM/UoF9uYt46SvEaCw0iVaseVefT+DEn9EmfWkOoOo9kSjZO4DS+GvnsHUhpwHqX52RXuEci1vsSTXJRIJZDKZqoEsl8sYGBioArL0n+XZM1DzSkWRGw8i5hdAdZGLnIsygCwP68Pl6IGr+0gbGN+iEj0+dH/qCJFTyHy/gJCssJO0KO/0rdO5LFvu0+3bU/jJTyRFFqBUKqNQKIccAX4DgObdp0fcTt8CCX1s3boEHnywA7vtVsR73pNFOh2HFB0FONwH/JB1lLOrP+VyGffdNw4vvtiOG25YZYKLHvss40YMu6UvjVzvo2QyPKcU5Tz56mXboYF+rGDVdKAkvy2lBaLz9FoAlqD0gGVl0ktIeVBaHgYf16Di+1jEPGiDHnUdYG+ZzxGVlm2jSl9vgET1jQZ9nmux+tUyAGI0U6lUFUz0/JzMkXAfcPpDG2HmXeuE7kftaWpAs8oUYkDn/yxbn0y1TvmioEbI8ryZR/nmlB2nxaxIzCrPOYdZs8J7A1rXcH0+2Vn9FPXR5JzDjTd24bTT+nDaaX1ob689r2UQJT+fUybn+bogCLB6dRpXXDETN964GqlU5WWa9WzVWEFGrh2rsdd8A5UXN8rqu2w2QDrdeDlj4btevzE1DSgBdmoCqI1GLCPvAw0hTo3JNy+MEFASw6lXd/nK1iAp/GkPVc9pMM98r7UXGbebyw+CIPR8CbdFR3Q+0oaGvUjhsZ7S6cHJz2HpSInTqHwPD36OlCRCcs5VFynwIheZDOZnM3SbrbkRrpsHC/PDnrqkC3k1mn6GhK8XmeiVolw/yy8K5OV3VOagkb7RoC9tkEiJXzthgS7LRZPVJu1Usex8vGrQ0IYvymGtXAecemofZs+uTcv55OLjRWdRdFt5vJfLZfT1OcyfPxvnn78es2blUSyG7+UHZC3Q57p1vT7HuN59vnbL71//OoUHHkjhvvvSOOSQYeyzT6GublnTII04so1SU4ASD2TLU9NRCK9g02Ww123NB7HHzaDEA5RfBaFXBfnyuQx27MXLKyc0L1ED0xr8DFi8giyfz9dEB6wg2huz6tMeuZWPrnc/p0J5no4NHO8kzUu0hT/eyUGvsJLdLASI2ZhqD9/yxNk4sS4x6T6Sdsm9sqsGgxyXrecFAITmvfRiFy1H/VvLUPpGL9axytGRKuuk7KkmOq4XOGhg4vv1A8eWQZX9Cvk6X8pO7rGAUB/X/WeVF4u5KiBFgZfIiOti2bGdsUgb4VKpjG9/ezaOPLIX8+btrPJugRv3q9gskb/uX8thtORnjfWoe4Te854cBga6MG5cgH32qV29zM6Wj7Tjqh1dLd961BSgBITDezbcrCjau9HC4sFrDXLfbzaC1rMZfL0WLAufjbIsP5YdmVkJtdfuM6CaV51yZLlZAK5lq2XaCGlZW8rHIMqGXRsjBiUg3KecRtKGXoOsePT8zJKuy5Ipt58jNsvwcftYB+V+nnPUdQnpRQ8cHTYqe5a5ZRgaMVQctevItd7CA5+TxHVbkYMGVB9A+GTn+x3VZt2H9QyyBjluA8uOz/l4uPXWSejpSeCSS142y7HAxScPSw/l2zd+Lbtk8arrTqcDfPCDeaTTAZyrRJq6HEsn6tU/1vNMTQNKYiCsfLZWdGuuwPIShILAv/JLjFsymUQmk6m+QVODRyOAJIO+UCiEXuvNxlTqtIxXEIzOiWiA1QNeZCDGUXgVw8npSIuiBoseOJbXJnUxP/LNHrfIUwCEy5doVfpHUkhct+VhswG1Vorp67n/eW6LDS0f5+jNkhXPL1nbwFhyE7nwsydRA9VywOp5/nwv9wfvCs5pUvktfaMXErAjFDUnyu3VfEfNT1nGWbez3jfXz4tKfOPdAnjRRWs86+NMwufzz3dg8eIp+PnPX0IsZu+vKGX6eJHjelGNrjsKfFiXo+rQcvvoR3OQjVMadXysevVvtmFjcYabApTYkGhPl5XDl8cUilrNxPfwwBPDkslkkE6nzQcGLQOhz/Oy42w2W32ltzz4qSdVU6lUaPDLNZJa0fNSLAtJOzJgW4si2OjotvD9Gvz0dfxbpyJE5vxwpAwsnY5jPmTHb2mr/Ga56EjEAlA+74uUdBuEdGQmJCk3kYv12IBcJ/WzsdT6Z3mbHHVp8umtRb7IRpwjfmhYonYrXcfl8ZyfzzBbKT65XsrRD7NGOT3ch1yudlCsNuv+s/pCn9My5h1fpJ/5hYSW0+ucQ09PEuedNxsXXPBXdHdnUS7XOgWW82dlBESfLPKBkc8RYh59YCB1v//9BQwP18rIR1pH9LmxgpCmpgAlwFYgK0LwGST+L8bJMgpyjAckz01YRkp7vdZxHSlJtJTNZkMGgHPG7BFKJ7MXznKwQJJlpMnn3Wne+dtSMl8ZGtxZ9mz0fM6Gbjt/tLcofOhomSPMegOA+0r/1iAIjM7JsLcn9wgwyVyAzxu1BiY7Iq930PpI64Xe80/kxo6CBgBury8ty23hccVOI/etdV+9b98Y19da11j3aBtggZPVFg3KYXnHsGDBW3DccVtw6KF90MPHipZ0G61+0KR13KdX+h7rt3VvezvQ1haAtpk0yQfo1nX/f3S7qUDJikhYMUQ5dEpAC108DyE2tmLM2DsRD51TGPV41XxLBCMvqMvlchgcHEShUEAsFqs+/6EjJjZS1gSn/BZ+xSBKmzgC0YscmD9rMFveVhTIMb96UPF8kY4gNHjpehmE+Jkj/XAsA78m2aKJwV7LWstd5CLXJRKJmgdsOTri+adyuRzaPdtK43GfBkEQWkkIIOSBW2RFWJpEn+V6a9WnREhSnxXN6hSwjtR9wMtAzX3D1+lvPc6tOVZt2OqBTtQ13Mfi+Mlvre8+m6MfXnfO4cYbZyGdLuL4419BqRQP8c1AziDHDpB23Cz5cjqegd5y0Jn/KKoHLqxTPrLsS6O6XI+/pgElwDaO4uXp3aL5t09BdccxoMlHgCKRSKCnJ46lS9P4zGdyNbxYA4yVV/agy2azGBoawtDQUHUzUTHSUlepVEIuV0I87tDeHkcQhAemKLBETTzZr0nnni35iRKHB43tGfqU2op0WB66fJ8BYv4AmCseOYqV6/QAF5I5O+kHjtI06GjP3pKbHozaiLHRLRaLoTSG9nZZB3XUxddHOQH6v44WOeXjM1AMSCxLPRZYJjL/ZG2NU7kGcC78oLjlHGrj5QMarVdchmUgWd80f1HRB5clY9HqE5afXiTS25vE6tXjsHTpVFx77QoAZcjrKLivWC9ZFzUwCcm1lqx0uZpHPXa5P/k6LSv9v9EIp9741nVquxBF0XC4i0nPJ/ny25ZHzh8+rj3xihGL48EHM5g3bxK++c0urFsXrylT6mHiAS/Amc/nMTQ0VJ1X4p0K5LNmTRu+9KX98atfTcB5583Epz41pwoSekDpyK2eN8JKks0G2LCh8lK8fN5h+fJ2XHnlZJx88h749rdn1NxrleeTr67TB2ZB4PCb37Tj1FOnY8mSztA53R/WcmTfHIN2Wni5c7FYxqOPpvDRj07E6tXhwWk5PnquUq5j/nx187LhJ5/M4IQTpiCXQ019ug2WwfT1o/49yneAe+9tx3nndZvt0/3IcrdkLNdaW1Zt2ZLAo4+Ow4UXTsUxx+yBO+8cH5KDNR41T40aPL5P7r3mmm48/3zGBDafk9qIvH28BQFw+eWzsH17+KWSxWKAf//3g/DjH++PBQv+iI6OfE1EqZ08zZu2J3JdLudwySVTq2lA39ji8nU9UbLh+4X6+x0WLmyL7APfvVFANNa+ZmqqSImJjbgYGxGQTPTzSjUr7WbluGtTRQncdls7HnkkjYMOKiIWw4jXU8uTnsMQZWQg6uvrQ19fHwqFQmiwJhIJDA+XcPvte+D22+egVIrhgQfK+NjHduKb39xarY8VV3u4FglA6H3wli2biJ/+dE/su28W/f0JrFrVhre+NYt3vnMIZ565DW9/+3BNWXqAaq9OR4d8j/DR3x9DT08a3d0l3HffBCxZMh7TppVw4ol9+MhHclUZsmOQyWTM9Cl/65Scnu+oLDAJ8OijXbjppomYNq2EM87owZ575lEqJWraoHWMIzHWGXk+Ss6xEyK0dWsGl102BWvXpnHRRT01T8UL3+wtMw/MU9Sgl+tKpRK2bUvhwgunY+fOBC69tCdUj14izwtnAIRWOYqMOfosFIpYuzaBZ55pw7PPtuOZZ9pQLjvMnTuMuXOHceKJOzFnTq4mgrDIFyFFOQpap+69twsPPdSFE07orbneMvQ+R4bb6jOoogsPPtiNP/yhA1/6Ui7E/3PPdWPVqgloayugp6fyHKJeVRolB65L5CZ27Be/mIq+vjjicTv1ybbHAlO9nZmVFuR+DoIA69c7PPZYCmeeOVRTtuVY8L26/nqkbbGPmgqU2OhVvJJiyLgzWYjsC/P1RHx4Mj6Gk0/O4wtfqDPLh3DqiPP1krLr7+/Hzp07MTg4WD0vq8kAh2XLZqJcjuGzn30VsVgMb3lLHkcf3Tcyd2LvBSbzSDrykzZJCikWi6FYLGLbtg5cddU+ePLJSQCATCbAt761GYcckkUmo+Uczn1zvVI+LyvX0QFHEbFYDOvXZ3D66bujq6uMV19N4qijBnDNNVvw1reWQmWKsZfyLUCSuvQuG2zExYD098dw//2TcNdd03DwwcP4/vc34uCD8yMyicG50XkunR6SbxmwWh7OuercFqcUBQQXL56Je++diVNP7cFll21DW1sCQNgYMs/Mu7RJb5Wk+WP9AxzuvXcCFi2ajlNO6cGXvzyERMJBJz3kMYdyuYx0Ol2tV1LWiUQCq1dPwD77BJgwweGFF1J49tl2LFuWwYoVGYwbV8Jhh2VxxBHDOOusHZg5096HUfNZz+BYsrfKkP5YvrwDCxdOwm23vYrx4wHn7F20Wb/q8eSPjir/N21K4MorZ+C661YjkXAolUbL/eUvZ2LatCHMn78C++23A8Vi+BUT2jnWoM/zfZzW7+1N4Re/mIx7710fmqP0RTocIdVzajQgMm3eHMe0aWPf4dtyLDQvr5eaCpSE2CPl3RusRkd5aDzfwl6TtTpM7tHl8rf2sAWUcrkcBgYGqp9cLldVGnnHUSzm8M//vBWp1M7QTszlcqLGaGnihRkCQNaqqHK5jFSqiFNPXYsvfnEjcrkUCoUEDjlkGOl0DEFQ63FZ3jh/pG6OWnn+Rvh76qkunHvuLPT1xTFhQgn3378eu+9eDoEot03P51mRLg8qzQ8AbNuWxO23T8X/+T9T8U//1IOrr16NOXMqAF4ohFOCOkqSsthr9qUdRPZSVqlUwtNPT8LVV++Lt72tH7feuhJz5rQhmUzV3Cv3sw6yHltzKD6d3rQpiYsvno1cLoaf/exl7LVXCbFYGkDtYhZOPYoDIMC6c2c7rr12Lzz++CS85z2DWLmyDbNnF3DYYVl8/OMDuPjibZg0Sc9H+MedZYS11y3H6oEFH/vrX5OYP386Fi3aiN13L8G5UafGql9HRVaUVM+5DQLg/POn44tf3ILdd8+hUBh9wHpwMIlUqowrr/xvpNPZqlMHIARM1vZTQjyHxTbq2mun4VOf2onddht1fjRxOVpvLWDSToPVH5s3xzB9+t/mtRNRet6IzRZqClCyDL4sHOC94CzDpe8HahVSjrFx52/LGPKHV1/xxO7Q0BAGBwfR09ODLVu2YHBwEIODg9XUTiwWQ1tbW9VACBBxPZw6ipKP8CurzHirIeGnWCxi/PgcJk8uo60tQCJRrLY7CFyN4lr1cjSpoxbpD31db28a69a14YILtmLatBKmTy9j2rTwQ65axmwwdTqLFZuvl4jx5ZczuOmmmXjyyXH46Ec34+abn8OkSZWIMZ8fHdACdlKmLP3X4KgHjF64wOVt3dqBSy+dhU2bkjjnnFU49NBBpNNpAG01emb1IUdJ0l52nqQM+a7IPsA990zC9dfPxBe/uBnHH78dyWQcQTC6WlBnA2TxiPyveOgBHnpoKhYt2h29vZWhv+++RVx11Svo7OR67U1+OY0p+sh9xtfLtwX0PjDmPu/pieNrX5uFf//3bTj44FyIJ9+9Wv4+e2HxKW27/fYulMsOxx+/A8DotlHOObS1BZg/f9XIWAi3i7cK8tkofi2L6H25XMa6dRk88cQ4PPbYOsRio89IMv9WmpdXU2p56P6QNmqbZ4FSlMyiyOfQadCsV35TgBIwKnR++lzvjybEhh0IR1YcDQG2l60NnuVhWA+t8uCUtF02m8XAwACy2WwIRKUTeD5MyrdW3FjEnSypq0QigUKhUG0fDxpuk8iDI52oNmtZsQHlhQRiRDkNOmVKgC98oddrDNgwac+Vjb72rrWxef75Nixa1ImVK5P43Oe24uyzVyKZzIYGnbRdRyLsxVopFsvTZMpmHa6/fhruvHMCTj55I446ah2cKyEI4pE7Hui2C09a7pZjBQCvvprCRRfNhnMBbr55NXbbLV81ZpLe5PkqIY5AGZg/+9lBnHTSX1AoxDE8nESpFMf48eFUkZYFe/WiU3wd8y/94NMvTVa0lM87nH76THzyk3348IcHzOt9UZHlAPn6RMv85ZfjuOKKbtxxx3okEjGUSqOrdQEgnS4hn49BzJGMBRlf2pkRO8ILoVieAkwLF87EV7+6HV1dYUfIcmykXgtQtU7re9nJFD3cvDmGd7zD3vOu3rF68hW5jLWcpgAl6TwebHprFCCsiJZnxkZYgxD/lrI0D9qwWav9xEjLSrvh4WEMDw+HQIzr0V6kHjg6YtHn2CvVGzcy2GiPSXtScp0uux5vEiHJ4GIvTk+qW4YhCvwY3CwvaseOOB58sB177FHGokUd6O11+MpX+rBw4QaUyzkUCg65nL0Jr5Qp8hcP0XqFugXWFX0KcP31E7HvvnlccskUHHbYIJYsWY3OziHkcg6Fgr0dTRT5DDPft2lTEtOmFXDHHZNx003T8JWvbMInPvEagMpSfjZOljG0AJjlW9nBJI7x4yvzbTJPo50aDaYiV6sdGow0aWOkjeRoPZX02Zw5BZx66ugCjij5cdsbIQ1KEo2ee+4UnH12D3bbrYhCYXRRE0e1XI8eb0La6bQea5E+W7FiHNavT+GTn9wINsc+W8f882+fjHzAJn26eXMM06aFbZxPjpbN9f0fy72amgKUAITmjsTgy84IHGmIkmhvThRGri2Xy6HJdD2oxMvRA5yjLjnO5yVikOXeEr20t7cjlUqFlFDOlctlZLNZtLe3h+azuO3CD6dzGEzFK5Y26Adm5Ro2VHINLxiQcrltLEcdIWWz2VCqUFKQehcMHZmyHFm2Qry4ge8TevnlOE44YRJeeSWOww8v4Mwzh3HkkVkAAXK5FHK5SlnCmwYGBnqpQ/pUXhwopMGk8h/43vemYfHiidh33xx++MONOOigIeTzJRSLlbSjfgmjVZZliPWg5Lbv2JHAV76yNyZPLiCTKeOWW1Zj+vS8aQRYT3lBCEefco5lYV3DxLLTEaDl2LFzxLxxe6MAg8tctGgStm1L4IYbXjUjIKtu6zfLSc6xXrDOlMtl3HhjJzo6yvjUp/pQLgc1Tizv4iELSET3OGK1nE25RmQk4yUIHC6/fA+cc85WpNPxUGSr2yL9pYGR281yjpIF3yfpu3qArp1ZH7G8o5yUKGoKUAqCoLoXmnjl2qBxFKUNABsiDo3FQxYgi5o85DKs6IiNAKfkUqkUOjs7kU6nq2VJGk+eUZK0Rz6fD0UHOkTXhlR7X1KOrNgC6udnZRBw+y3FYiMljgHvl8aDSS855rLZeZCBy6lYPVisAfjcc0mcfPJEDAzEsPfeRZx88hDe//4CgsChXA5CPIju8IpAHqQiV1mUkkwmQ+9lkvbqQXfNNZOxePFETJpUxDveMYT9989Wr/MNfN8AtIDJMrSFQgxf//qeWL8+jSAAbr75JUyaVIQsZNBlcJ1Wn/rmXuS49vR1HZZR0TzLMeFJG05LJj6j+vDD4/HYY11YsuRVpFJhXi2+9XkuyxfR6bYGQYA1a+K4/vpxuO++DQDCETsDuDiD7BgD4S3LfGDAxjoWq+zw8utfz8CECSUceWQW8bi99ZPWOeFJgE5+W5Gor/1MW7bEq3NKFt/W/Vr35JhPV8YKTE0DSmKwOMrgVXdWntoCDE5rycOxYoDEsHIna2S30jHym3kToBSPX8pwzlVBKZ/Po7e3t8qXbDnEq2s0UFpP0GtlZYCKMop6MLG3aHnz7BXqzSj1Q678nIsV+Ym8OOLN5/M1IMmyqPAHlMvAY4+9hunTS0gkpK/CUaLULX2Sy+VQLBarm+pquQiI5/P5mmd0+LogCLBuXQLjxxfxwANrsNdeecRiYS9by0uTD4SY2JiM3IWLL56JctnhtNM2Yd68XkycGM71c5kc8WvnTBtobaQtfrj9vqjTAlO5hh0afV7LxuLv2Wfb8eMfT8Hixa9i/PjRFKwPwKOO+aJvywEtFALMnz8Z3/rWDkydWgSvqOPxI2NAeNKZAcvp5brZsUsmkyiVUrj++tm4/PJXkEyGX5fDgKcBX/jnTA/3u+4PzQfLolgM0NfnMGGCf97v9UQ6rweImJoClAA7HE+lUqFndHjFFoOKGH1+TQSXJfvO6ZfC6Q6wgEjK53pEQa0dsDlCKBQKSKVSyGazGB4eroKS7Dcm12vgYdBgPmOx2IhCl2reTeScC7VNVl/pHQl09MDXS916dwo29OwVag9RSEBteHgY/f39yOVyGBoaQi6XQzKZrC6TZwM66oWWccgh2ep53lLfWuBSLBbR39+PoaEhFAoFtLe3I51Oo6OjI2ScpL3Cm9TJZQnNmpXDpz+dG+lLwNr4hFPIbLi1PjdKw8MxnH32FkyYMLodhB7XFhjqVDP3MxtTuc8HxAxGIiPWfWmzPLOl+1zKFidQg5YmBpR165I455yZ+OlPN2L27KIXjKz6tA7VM6oawK+5pgszZhRxzDED3nlBrpttET9YzYDCjq04qDJ+5BU5d9+9Bw4/fBAHHzy6Es9K3WnnUQOvThFa1/J/ATPnHLZti2Hy5DJEZFFgYsnRonqA1Mi4aCpQ0kJnD0AbQe2ZMID4Jmn1YNKDW3tSlrFh5dOT/EK8IEEUEgCy2WzVkPLcEbeBB7Lm3ScrLTeLN26zboN82EOWKCc3smeODCir7ZaBFmDLZrMYHBysgoasHuTXhGhQZwPJ/aLnr8RIshxF3vKtdUTPu3H/++a/WI/4uP6t5+gsspyeIAjQ1lZGOl1GuWwvDvGVK4ZGy1+Mo07Z+kCJZaJXvmpPncFOA4UVGVp6LOd7e+P42td2x7nnbsU//EN46XcjZEUU3DZdN/fhqlVJ/OIXXXjggVdRLpfM8e6Tuc4+aBBhmco9yWQS6XQa/f1tuPPOabj77nU141TbhKh267Yyr6wTlp0BgK1b46/rGSVLJnosaJnzuXrA1BSgpA0lDyj2UPgto/LtMyziNfCgBcI7FLDC6rSZEA8inaayAEmOi8HlFBt7n2yUrIEkv/UEso4CGYw46vEBJt+rry0UClV5yUPBAqSSqhQZ6nQD8y+Als/nMTg4iIGBAQwNDaFYLFYXCLS1tYVSgVqROdqUFJ1EWZlMpioniX4lgpT7stks2traavqaI0TOycu9nJ7lvvAZAMsY6FSWT6csUPMBm++/TuHoVBuneXQ7hF92JEQ+8gA4jyMGI98zaHwdRzOa94pzFsOZZ+6OY47pxdFH98NaBajvs/ojiiyQCIIA2WwZZ501GQsWvIaJE0solcIrby2567FnObjcD7wil1P9t9wyB5/+dC9mzQpPJ1iZAB/paEr3vcxlR5W3ZUsiBEpR9WmKiqh8+q2dBB81DSiJx8uN4olx9ur1DgA8byQd45ubsR5us1Iv1pwPA4RcB9iKK/zJFi+xWKw678HzS1F5aC6PB4S0k78lnSCKL6k8nzFleehcNgOL7OknoCCy4n7Q8xsCIhwlySo+4VdHLDpyDIKgmvaTZ8HS6TQymQwmTpxYjbQ6OzvhnEN7e3uoDpG7JUsxwOzUSFQgfSPEBl3LkQFEe+H8bRlQn8FuhCwnxeJL+l8bKA1i0mf8TA3rqshB0seSfhZnhXVAZzq0bowCWQwXXLAbdtutgK9+tSc03iyws+SoHbMo0nK+7LIu7LdfHh/84GDNHFrUfVLvaLo57FhqPvlRhHQ6jY0bx+O//7sbS5durI5RScVroOFvHd1rHjj1CsB09LScKoscbGc8itjhidLf16PbQJOAEjAaXYgXG1ZgV+1Y9tIB1AwMvTqGoxZeNivn+WFAIe398zyS1Gl9y7XsPcmScJkH0h6rVUY94jbotuu2iuGTDy+2iOoLDVASOenUqGUQ2MhJxCTzfSwXK72oo1/x2iX9VyqV0NHRUb0/mUxWo65YLBZKN1kyYx45xaHTVdxHUWT1mw+ILLKcHPldjw8tf2mTTn0DtTsCMBhJ+wWEZHEKP7jOwOPjS0dk2uniOa/rr5+CTZuSuOGG9WY0HyWn10M8Bp57LoF77unAI49srDvuohwHaa92VtkxED0VR3HRotk47bTtGDeudgf6eg6p5fiwE8D3SX+ys6Bpy5ax7XvHtmQs14+VmgaU9HyBAAZ78HpeSUgGogAAA5MYaX41t74fqF015BsE/ByUBiPpMB3FSYQhzzEJwHEn+zwtOcako0f2YsWTZR6kDpnnEflY3hQQfqW58CspsShQ0vUJkMkzXSJ/WYSh04wc2bHxlLktMZZdXV3V+2UxRzqdrqbwpK06ctB88upOPbkfldvX4GGBg6U/LDeWNRtrLUefbHXqSMrUTohO/4pMdYTEqy35cQaRo4wvuYdTXdKvMjb0nJ+egH/00fF4+OEJuO22dUin/fOjvsiB22rJWAOEULlcxvBwgLPP7sZ//McOjBtXQqlUP01mRVHakWI+Wa/E/qRSKfz+95OwaVMan/nMdiQSmdA443J9NkDrs9TN5Ujd4ggXi8XQ6mCuZ8uWOPbbzz9t4XOYtFx98nu9jkRTgBIDBYMS/2avWnsXIhTtGei0Vjw+uiM1h6B6BY0V+fCgkA7XHacNtgWmiUSiOtjlnDY+zIflJWnwsD7sIctKOt4CyfKghA8BuPb2dowfPx75fL4KeHqeisuS+zn1J2kgSf9JZJPJZJBOp6v9YhlZ6UPZw43BhB845r7mORLuKzaMwi+nEHn5O7eF5a2BQfeXpdeadJ/qNKYV5egy+ThHmlFAyvXqNKtO3cnLKvmcc6PP/vGLBQWohBcrWhKKx+NYsSKDn/xkOm655RV0d/tTclEk/Sry0nObPnAGgB/9aBzmzs3hve/NoVQK65v8ZmKHwfL8ffwLPxIhJRIpLFw4C//2bz3IZJIhe6ejHP3N7RV91jzrDzsezCfLZfPmOKZPz5sy9slDy4tlzeetMaKdLx81DSixcZFjlmeic846dSWDjQ2VVgBW4KjUgeXZ8gQmR1f1wlQNrL5rLGWIKpvbo1NhwiOvptIen+V5CpBnMpnqThXy3iPrGR89gHhuhuclZPVRW1tbaKd039wat4sNIYMS94HwzkaIowG+nj1avbggCmC0Y2CB0lg9RF0m61o9fdBRq/4dVReDNwMTRwb87J+cFwMjY0HPKWk5yLm1a2P4+td3w6WXbsAeexQA1BpTJv3fAgTtNPI8jwbh3/0ugUcfzeCxxzZX75e2cNqYjWojjoVFohOSoXn88cmYNKmMI4/MIx5Pmjpvlafboo9z27UOcP9a8rRW3/naPBaqZwvrUVOAElAbpei5Bb5GGwFRRF6yLMqq51n4XvasuPMsBQBGAYk9bwtItCfB/FvgYYGK9vasFUFyrW+xggCSpL30ALbKE/DOZDIhXmKxWPWV5TwfxXyxfCR1x+mftrY2dHV1oaOjA+3t7SFg0rwwP5L+kOhS2pPP56vzSSIHbRQ1KLHRZeOrUyK6z5g/HSlby+MtPdIy10YTCL8CgT1iDUo+Q651y2fMWBa1b+4t1sjGSg1ZstYyE176+uL46ldnYP78bZg7N1s9x9cwWYCkgUKPLc546LYODTmcffYE/OhHPejqsr14njNmo65lbY1H5len04vFFBYtmoGbb95Wo/ONOg+WLukoitsChNO0FlUWOtjlRpHPidLkc+TqUVOAEnvFWtG08QBqjTJ70tIpPEGr5y00qGlP3xrInOLRHR3lWXP5mgcd9enrNSgzb2woeWEDt4F3lhBwYE9S6rDScQJCHGWmUimk0+nQw79CnF7guQjug46ODnR2dqKtra26es4HJFYkIud4h4h8Pm+mADWwSGqPgVNHiNqQ6ghce528WEPuZeOmiQ0I86L/c1/7wEfrhBU9sTz5WmtOia/hiEGnR3mxkV5wJPzrOYxcLsDXvjYNRx89gGOPHYC8RkW3zddOi3/dPg0q/F0ul/Hd747HP//zMN71rmGUy7U2RjtrOhLhaLqeMWYZpVIp3HrrdBxxxDAOOKCEWCxp3mO100cMPDraZ+Ixo6OlXA4oFBza28vQD4frcSE8RUVQlj306WQ9cGoKUALCXhODk1YYS8BsSPm4kI4iGhWuPs7GQ+ppxMPjc+zRRxkcrZgsA23Edft5MFoPQTbi4XB6UwaZ7IzhW2rOzoN2HCQlqDdy1SkMyzDwb/nwHAg/TuCLXK2+ARACV50OtPRF9wm3I0qvdBt8oGR5odwfPj2IqtO58Ft1NQj69EGANwiCkB6w0dURRO04dViwYDKmTy/if//vHgB2XzQKTpZ+ybeet5Drnnwyhd/8JoNHH91s6rxcr50O51woWvXJlomdlEQigZ6eNG67rRsPPbTJdFasMnzOt88WWnpjyYxl9dprCUydWqqpk2U6VqoHNo1S04EST/Ryigyonf/QHcoTraygHEloivIw+Zh46Ky4GgQsXjWJ9+0zenoy0DcAdX3Mj45YstlsKHK0DJ8mNjoaTLRsLCMn/cdRl4Aa7xCu+dGGU4BHR6m8FZKU4dvTjmUjxkf+S5SlFzr4ymGAFwOtt4mpR1KuD5hYtnytziQwgEYZEgY80QuZ89MpTSC8eIGdCl4o5ANijvYA4NprJ+Lll5P4+c83IR6PhdrXqPGTPpP7WE5A+IF47Zj29Tl885vd+OlPX0M6XQQHFLqvWBelLj3GuT80jwxGohdXXz0NJ5wwgN139zsuluOl5z/ZWbdkYTnMGpC47q1bE5g2rXblXSMOu+8aH+CPFayaDpSsyELnb635HCD8nERU5OSrXwtQOl12LudOkZSOXKc9ET6nPTAr72/Vb3novuu0/NiY8+s/dOrDJx+9ClJHNlrpLQ+WgSydTlfnkazI1fKyJfU4NDSEoaGhKl88AAWUmDhFqtvH12rPlQe81UfMIwMSG+ioAcsgxEuurUhJ823pmAYpYNRYav30pQ01IFnt5jSmpF2tuTZtOB97rAv33NOJe+7ZjLY2e0GBfPscLS6b28Ly4FSsjr4vvngijjpqEIceOowgCI8jcZp03VF1CUk7RD6sc+LErV3bjv/6rw488cQm8IbCVlvZwdNtl+vqOZIatCyScirPKIWX6nO5lnPFdscCGx8AaZtVzx43DSgJ+RrGncEK5etkn8EdK2rzHIT2TKMMMtcVNdmoefJ1mD5udTJ7Vsw3r5piL7YRPthI6Tkw7Szw4GWPkVM+UQop93G+nJcnW4ZQPH/mjw2Iz9PluvhbruW2cpTBgzbq/TeWbDUwaaDQDpGWjW9QW8aK72f+tU5ooyvfPD+jIwAGJW4X6+Fzz6Xxve9Nxm23bUZ3tz3fYbUlinyRhKWTzjk88UQ7nn8+hfvu22pGoFqmlhPo+2+1Q+QmAPXjH0/DWWftREdH+Nqo9gG1O7/7rhsL6Xsqy8Eb381hLP0UVW8j1HSgBNQOQDGmHJ7ygPClTbSXa0UJcp7rAsLv4OFlzdYEPy+bZaPKJBGeHrx6YGlvR/PE/Op28EOfYnR4/zpJv2ivTEcoIl894KQMIeZV8yxLynO5XHX1HMvC8vy1Nyo7jctWRZlMpiYykS2BhAc5Xy6XazZ75TZzG7ScNcBxOpTPcaTkI2mnfhZIPyOkDZB2wrivdd9oUABQ5ZV1Qc8xyus8mHSf67YyMGn5SB+88kocZ5+9G37yk02YM6cIWdjAdehxwHVb0YFeNckP8GpHsVwuY+fOOBYsmIirrtqMZLKEUqk2W6H/+wyvHh8sbwYjXgzy9NNd2LIlgX/5lyHIPJrWCatsayGV5fz60nU+fjVt3ZrAjBlhULLGJJ/Tdov7M8r5HyswNQUosUJZHq6lwNZA1MRKx54wn9N8CPEABsKvlpb7tYIAtW955cGqX0YndTLQ+SI99mT5P7eHz/OcEnuVLAMu2xfNWfK1AJ3vFRDq6Oio9pG1QlCXyTogA53r8qU92YEIgvDDnZLGYgPC94pMpC5rkHO7xAkSgNfRo5aFL2XHusAy0AbL6vNGvVZt6PibI3/dp/KfU1I6hct88PxtX18Mp5++B848cxvmzh1GECTq6pDFtyVLqww+z+m4iy+egeOO68Pb3pY1AZ+XtDP/PllwezWIsR5VxlccP/jBFJx33g7E4/XnYHQfs03RY01HdgyuPMbZDlhO8pYtcRx6aDFUtk/G9UjrrGUTGi0LaBJQAvypI19+tJ5RtgYzd5Q1uBlIeKklKxwbjnod4Vz4FeU8sWwpuuaDf9fzNtjL0YrN/OqVf/p+ixpVJiFJ9WQymdBSdJ1K83lmLG+9gMDHO0cywoMGNOFDD24BGp9M5TpxJKR91oIViy8rQmInwDLCWr+FuJ4oMBSA1TywbrP8dV36MQrfYwxSj3MO+XyA+fNn4wMf6MOxx/YiCGr7m/u5HkUZNz2+gdFx/ctfjsNf/5rE97+/2SzXMvbsEFky59+WY8fyePDBCZg6tYR583JwLm7K12ob94n0m26v7mOdkpdjWr+0DLduDc8pNRLN+PrDd/z1UlOBUrlcDu2Ya4XnYlwYQLSiaIOjvSk5Z6X92LNkY8p168iNeZH7uSw2SByxca7eUm4pQ/jQaTJuG88BaDCSdwvJh7cM4nbriEIPJFZ0lq2+lifEeWECAwUPJP0WW6lDdn+QFV88P6UNE/Mm/SPyl3tY7rr/GPSsuRZtlDm6suaU9PyNjpBYb31G2wIfqVfPZ2nPXfcZA6L2xBlwpSy9+TFHTVo/4vE4SqUyvve9GZg4sYTTT38N8l6keo6Odd7nLFrZE5ZduVzG9u0JXHLJVFx33atIJgMEQdhQ89hkmZbL5Zol7lInR2BaV1h+8XgchUIKl18+ETfeuLmmH32ZGg1C8l8vruL7ePrCpzt8TMt08+Y4pk0rQhZgWGDMtodJg54GeC1f3d561DSgJAqjDbR0JA8aBitgVCEtgIki7alzioONEXvI1qS38MKGmr13zn/rp/+1cbGeAZJvy+hob4gNjk7baQOj335ryUfLV8tZD2AGWQYGa76LPW0rGpJtiTo7O5HNZkPAEuVtc2TqS8tp79fn7TFf2jD5IiQfIFkDmevW/Fl1MWBYgMR9pwFbZKC9aDmmwUd/tMyYbr55Iv7ylxRuvPEVxGL2XIRPzpbhsnScScu8UjZw8cW74XOf68F+++UB1BpF1gU5rnXbB0wMYFb/xONx3HDDJMybN4y3vrUE52rT/T695X7QmRoBBl+kqR20Rmjr1gSmTCmBQcnnDGi+x1LP64me3jBQcs59GMBlqLT6hiAIvu+7VhtTn2JEhYn1QsooT0CIBy97Z8wPezP12qKflte5eZ4YlfL5GRHNYz3g8AEUzwtooyPXW0bNahN7x0zcX2wsgdFJd+1ESF/7jI7M27S3t1e3PWLQjpIHg6DsHi+8Neqd63p8XrK+l1O2/PyT1h2Lf12vNnz8YUdNl6W9bp9+sENmPdStQc+q6/HH23HHHeOxZMl6ZDKAiFfXG2WgmTcrgrfkpNP7jz46Adu3J3DKKTvAgKTv47LZybLkovvFOi79sX17CrffPgGPPLLR6yREOVO6r6wFMD79iAINLf+hoRhSqQC09siUTxQ1AjaWbWrk3jcElFzlFZKLAHwAwKsAljvnHgyC4EXr+iAIqs8CsRdvGSH2anwepuLF/M3lsZGUMhkoeOAKsXFi74kHing4DDjcNn7XipTFHpGUwUpqeVFyPa+m4nbwi/9kBZUAIg8WXZdup9Rnzb+wp8llSvvEOEs5nL4TPli+zrnqjuJBMPrMkk/BLaMsvMgu51FL0rkcncZh2fjSZAzcenWdnsfxRXvsvOg6OJXWSMQo3r0GBiv1XM9Llv+6vaUS8MILaVx44WTccssGTJpURrnsdxSs4xbo6HGsf0vbuS2bN8excOFM3HjjWjhXgs+0cVTBRpPtiq6Tr9GrgNkRu+KKKTjxxL6RCCS8XJ5T/xboase8VCpVV80C4Zdq6nr1GOb2aTsJVOaTeDcHn+xZH/U1WqasJ5bO6ONR9EZFSu8E8OcgCP46wsQSAMcCMEEJCM/HiOHSeW4WGDdSKMoz8nkuGox0qsJSYDnOBkNHEqx8bJx1nt5KA1lGl49pWWhjx4os9eoHPblOXolkGTGpk9ttebq6f/i6KNBguWkDJO+gko1X5SWFUqfPi/d54dYcJMtVrtM86zZHGS1eWccpVL6P5W3xIjwKH1pnooAEqN3Mla+3vHapT+uiFU0HQYD+/hguuWQyfvvbNlx66RbsvXdl6beAYT2K8paZP8uY8XcFSAJcdNFsnHLKa9hrr4KZztRAzHVJHRwtMjFQcPaDo+41azJ46qkO/OpXGxpKMVvt1XpqAbYuV/cVO3Y+mVZeg177OMAbQRqsLL3V9EaB0m4A1tP/VwEc7ruYO0GiJc7bArV5UwYVPi/ndMN1iA7UziH5Jq5lkGkA4zrYexMDwg/4xmKx0C7m1tyZZew1z8BoOoy9YbmOv8WYBUFQ8+CjBo1YLBZ6MZ4FhloG2sgJ+Yw5OwE86BgsuI8FwGWLoihDxmR59VqWlkds9aevfCaWFa+u06uidPmWHmmwkvv4xY0+UJX7fZ6qloVluPVHe/VCd9zRhbvuGoeDDspi770LZvn8v1EDzfdZ40G3JxaL4e67xyOXi+HEE3tMQOLrdTTOdVn8W4Ck9R8AfvKT6TjjjO1obw+X3WjbLQCyxpWvPy37xuUIrV+fwNKlbWhvD/Dyy3Hsu2+4Lsv+NML735Lc37pAAHDOfQrAh4Mg+NLI/88DODwIgtPpmlMBnDry90AAK//mjLyxNBnAa7uaiTFSi+c3h1o8vznU4vnNoTeC5z2CIJhinXijIqUNAHan/7NGjlUpCILrAFwHAM65Z4IgmPsG8fKGUIvnN4daPL851OL5zaEWz/Wp/pbGr4+WA9jHOTfHOZcC8BkAD75BdbWoRS1qUYv+H6E3JFIKgqDonDsdwOOoLAm/KQiCF96IulrUoha1qEX/79Ab9pxSEASPAni0wcuve6P4eAOpxfObQy2e3xxq8fzmUIvnOvSGLHRoUYta1KIWtej10Bs1p9SiFrWoRS1q0Zhpl4OSc+7DzrnVzrk/O+e+tav5scg5t7tz7tfOuRedcy84584cOX6Bc26Dc+75kc9HdjWvTM65l51zfxzh7ZmRYxOdc79yzq0Z+e7e1XwCgHNuP5Lj8865PufcWc0oY+fcTc65rc65lXTMlKur0OUj+v0H59w7moTfHznn/jTC033OuQkjx/d0zg2TvK95s/mN4NmrC86580ZkvNo596Em4vkO4vdl59zzI8ebRc4+27br9JkfmnqzP6gsgvgLgL0ApAD8HsABu5InD58zALxj5HcXgJcAHADgAgDn7Gr+Ivh+GcBkdeyHAL418vtbAH6wq/n06MVmAHs0o4wBzAPwDgAr68kVwEcAPAbAAXgXgKebhN8PAkiM/P4B8bsnX9dkMjZ1YWQs/h5AGsCcEZsSbwae1fkfA/h2k8nZZ9t2mT7v6kipuh1REAR5ALIdUVNREASbgiBYMfK7H8AqVHat+HukYwHcMvL7FgAf33WseOl9AP4SBMG6Xc2IRUEQ/AbADnXYJ9djAfw8qNDvAExwzs14UxgdIYvfIAh+GQSB7DXzO1SeJWwa8sjYR8cCWBIEQS4IgrUA/oyKbXlTKYpnV9km4dMAbn9TmapDEbZtl+nzrgYlazuipjb2zrk9ARwK4OmRQ6ePhLE3NUsqjCgA8Evn3LOusoMGAEwLgmDTyO/NAKbtGtYi6TMID95mlrGQT65/Dzp+Cirer9Ac59xzzrn/cs79465iykOWLvw9yPgfAWwJgmANHWsqOSvbtsv0eVeD0t8VOec6AdwD4KwgCPoAXA3gLQAOAbAJlfC8meiIIAjeAeAoAKc55+bxyaASjzfV8ktXedj6YwDuGjnU7DKuoWaUq4+cc+cDKAJYPHJoE4DZQRAcCuDrAG5zzo3bVfwp+rvTBaLPIuxoNZWcDdtWpTdbn3c1KNXdjqhZyDmXRKXTFgdBcC8ABEGwJQiCUhAEZQDXYxekDKIoCIINI99bAdyHCn9bJNwe+d666zg06SgAK4Ig2AI0v4yJfHJtWh13zn0BwEcBnDBieDCSAts+8vtZVOZn9t1lTBJF6ELTyhgAnHMJAMcBuEOONZOcLduGXajPuxqU/i62IxrJB98IYFUQBD+h45xL/QSaaFNZ51yHc65LfqMysb0SFfmePHLZyQAe2DUceinkUTazjBX55PoggJNGVi29C0AvpUV2GbnKSzi/AeBjQRAM0fEprvI+NDjn9gKwD4C/7houwxShCw8C+IxzLu2cm4MKz8vebP4i6P0A/hQEwatyoFnk7LNt2JX63ASrPz6CyoqPvwA4f1fz4+HxCFTC1z8AeH7k8xEAtwL448jxBwHM2NW8Es97obIi6fcAXhDZApgE4P8DsAbAUgATdzWvxHMHgO0AxtOxppMxKqC5CUABlZz6F31yRWWV0qIR/f4jgLlNwu+fUZkbEH2+ZuTaT47oy/MAVgA4polk7NUFAOePyHg1gKOaheeR4z8D8K/q2maRs8+27TJ9bu3o0KIWtahFLWoa2tXpuxa1qEUtalGLqtQCpRa1qEUtalHTUAuUWtSiFrWoRU1DLVBqUYta1KIWNQ21QKlFLWpRi1rUNNQCpRa1qEUtalHTUAuUWtSiFrWoRU1DLVBqUYta1KIWNQ39X45+a4ZzOI6LAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fig,ax = plt.subplots(figsize=(8,8))\n", "tools.display_vector_field('Y4-S3_Camera000398_a.txt', \n", " on_img=True,\n", " image_name='../test3/Y4-S3_Camera000398.tif',\n", " scaling_factor=1.,\n", " ax = ax)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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