diff --git a/solucion.ipynb b/solucion.ipynb index 3615760e9c2db93b679c787bd4e4e37b586486da..763f0d99d0b87beafe7ed44a66cab79851b6a29c 100644 --- a/solucion.ipynb +++ b/solucion.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 1405, "metadata": {}, "outputs": [], "source": [ @@ -10,17 +10,19 @@ "import matplotlib.pyplot as plt\n", "##import cv2\n", "import matplotlib.image as mpimg\n", - "from matplotlib.pyplot import figure" + "from matplotlib.pyplot import figure\n", + "import scipy.optimize as opt\n", + "from scipy.optimize import curve_fit" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 763, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 720x560 with 1 Axes>" ] @@ -33,13 +35,13 @@ "images_path = 'data/zapatocaImage.jpeg'\n", "img = mpimg.imread(images_path)\n", "figure(num=None, figsize=(9, 7), dpi=80, facecolor='w', edgecolor='k')\n", - "plt.imshow(img)\n", + "plt.imshow(img[300:400,400:600])\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 48, "metadata": { "scrolled": true }, @@ -62,7 +64,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 49, "metadata": {}, "outputs": [], "source": [ @@ -73,16 +75,16 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 50, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.colorbar.Colorbar at 0x7f97a05a8f60>" + "<matplotlib.colorbar.Colorbar at 0x7feaf4497ac8>" ] }, - "execution_count": 5, + "execution_count": 50, "metadata": {}, "output_type": "execute_result" }, @@ -107,16 +109,16 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 51, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.colorbar.Colorbar at 0x7f97a04873c8>" + "<matplotlib.colorbar.Colorbar at 0x7feaf9473fd0>" ] }, - "execution_count": 6, + "execution_count": 51, "metadata": {}, "output_type": "execute_result" }, @@ -141,16 +143,16 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 52, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.colorbar.Colorbar at 0x7f97a03ba8d0>" + "<matplotlib.colorbar.Colorbar at 0x7feaf93b3470>" ] }, - "execution_count": 7, + "execution_count": 52, "metadata": {}, "output_type": "execute_result" }, @@ -176,7 +178,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 53, "metadata": {}, "outputs": [], "source": [ @@ -186,18 +188,18 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 54, "metadata": { - "scrolled": true + "scrolled": false }, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.colorbar.Colorbar at 0x7f97a036fc50>" + "<matplotlib.colorbar.Colorbar at 0x7feaf92e49b0>" ] }, - "execution_count": 9, + "execution_count": 54, "metadata": {}, "output_type": "execute_result" }, @@ -219,13 +221,20 @@ "plt.colorbar()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### En lo que vamos a partir la imagen" + ] + }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 55, "metadata": {}, "outputs": [], "source": [ - "particion = 15\n", + "particion = 10\n", "part_elevation = size[0]/particion\n", "part_wide = size[1]/particion" ] @@ -241,11 +250,11 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 66, "metadata": {}, "outputs": [], "source": [ - "CRITT = 10\n", + "CRITT = 8\n", "##imgtt_copy = T.copy()\n", "imgtt_copy = np.zeros([size[0],size[1]])\n", "\n", @@ -276,8 +285,8 @@ " sizezz = imgtt.shape\n", " for i in range (0,sizezz[0],1):\n", " for j in range (0,sizezz[1],1):\n", - " a = imgtt[i,j]\n", - " v = maxx(a - np.min( imgtt ) ) ## revizr si poner maximo o minimo, detalles!!\n", + " ##a = imgtt[i,j]\n", + " v = minn(imgtt[i,j] - np.min( imgtt ) ) ## revizr si poner maximo o minimo, detalles!!\n", " histt[ int(v) ] += 1\n", " return histt\n", "##sum(hist_full)=minn(part_elevation)*minn(part_wide) ## deberia cumplirse esto\n", @@ -300,7 +309,7 @@ " for i in range (0,sizezz[0],1):\n", " for j in range (0,sizezz[1],1):\n", " if imgtt[i,j] < (np.min(imgtt) + crit_hist):\n", - " imgttTT[i,j] = np.min(imgtt) + crit_hist\n", + " imgttTT[i,j] = np.min(imgtt)+crit_hist\n", " if imgtt[i,j] < 55: ##solo por jugar\n", " imgttTT[i,j] = 55\n", " return imgttTT\n", @@ -317,22 +326,22 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 67, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[<matplotlib.lines.Line2D at 0x7f97a03df978>]" + "[<matplotlib.lines.Line2D at 0x7feaf597ee10>]" ] }, - "execution_count": 12, + "execution_count": 67, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] @@ -344,7 +353,7 @@ } ], "source": [ - "T_PART= img_part(0,14,T)\n", + "T_PART= img_part(6,5,T)\n", "hist = histpart_init(T_PART)\n", "hist_full = histpart_full(hist,T_PART)\n", "plt.title(\"histograma, minimo es : \"+str(np.min(T_PART)) )\n", @@ -353,16 +362,16 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 68, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "36" + "68" ] }, - "execution_count": 13, + "execution_count": 68, "metadata": {}, "output_type": "execute_result" } @@ -374,22 +383,22 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 69, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.colorbar.Colorbar at 0x7f979c038780>" + "<matplotlib.colorbar.Colorbar at 0x7feaf5837d68>" ] }, - "execution_count": 14, + "execution_count": 69, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 2 Axes>" ] @@ -410,22 +419,22 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 206, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.colorbar.Colorbar at 0x7f9797f4e518>" + "<matplotlib.colorbar.Colorbar at 0x7feaee6479b0>" ] }, - "execution_count": 15, + "execution_count": 206, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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drY/SpKD9lBHdoyj7mNXya69/UIbh2lb7/avVrmsjBiN3wWHQh2a8V1U3BOXcLiLvBr4APATcAhxy+6iIDCxS55NxkiQTy7A047asD6vqT6vqzwEHgO8Au0VkLUD7f8+gtmZnnCTJRFLbEdd2xiJyUvv/8TR68SeA64CL2l0uAj4zqL0jlSmmpqa6Q+koKbqPdisldfHDn127dnWXIxnERsj5YdHxxx8/o01WlvDlWRlhJrs63HfffTN+PpO9Vjq4//77u8srVqzo2c8mTY+kjiipUm0koD23jya057733nt7ttl1ey1etinZ5F+w1CYRskRJiaI2YJcjO3ybLSVX98PyKHlPaS4+X4a9R7WJjTylbd4l0rZh3xbt/YyiKW1yqx07dvRsG/NEQZ8UkVXAI8DrVfWgiFwGXCMiFwNbgQsGLTyDPpIkmViGGQ6tqj87w2f7gHOHUX52xkmSTCwZgZckSbLAZHL5gEOHDnX1on7CIO2+kbuZ1Ui9rlhyV4omGo3Caa2WWKvNRRm6omT4kRtdVG+1mbMi1yu7bpet+57H69NWI7T3pdYVz9PPBKUdouGq32bX7XL0LsOXUWoDtftB+b5EuvMwsO3Ul23vmbfdh/R38G3KThzsJ3Ud5H1ARHbGSZIkY8Bi6oxndW0TkY+IyB4RudV8tlJErheRu9r/K6IykiRJFoJhurbNNzVPxh8F/hfwMfNZJznGZSJyabv+1tkKmp6e7g73o6TSfvhaipbqZ7hmhz+R1FEalkeRQZEdg77NtWVYFyJve+1QP3Jts9nYorqJ5AE79Fy1alXPNpt1zro0+iT3teeN3MFKNtZGi0XbvDtmSc6Iyuhn7rnayL1heAyUJLRIToxkitL3CHolrmG4LZZYbMnlZ30yVtUvA/vdx0NLjpEkSTJfTNqT8UwMLTlGkiTJfDEuHW0Nc36BN1tyjDb70SXQDKk7w+Dorb2P+ikN5SIPhGhoGw35SlFPfvgeRdOVhtH9RETZMiLPBTsM66dOS+fysof1hNi3b1+xjJNOOqm77IeaVuKx0oQfGpe+OH6/KAFQCX9dg3hC+EhFe5y3PUrEX3MuTyRnDDIUr0343k8SotrvqV338p9t67btDcpi6owHzU1RnRxDVTeq6gZV3TDsjExJkiQRi0mmGLQzHlpyjCRJkvlgyMnl551ZZQoRuRI4myb58jbg7cDQkmMkSZLMF+Py1FvDrJ2xql5Y2NR3coypqalQ/+zgo91KumvkJlSr03l90+qCdpt13fLbat2m/Lms3lmr6fq6iSa7LOF11lLWL+h1VyotQ6/rnLfDRllZ/TfSewfdVnrK8RLZIG0lSnLvt5Ui1frRYEvHRcnwa99RRNGgEZGLqH1HYffzGQ+jCRGsG+dPmmacEXhJkkws2RknSZIsMOP0cq6GsemMo+G8XbfLfkhqhzhRVJxdjs5l9zvmmGN69rNDryiacNC5wErudw8//HCxjNr51bwkEkVV2XV77n7clUrnjq4lIko8XyvVWPq5L7VYO+xyP8nlS+20VurwUkStNBFJIlFknb3vpe+sL9/LFAs4B96Ck9MuJUkysQzTm0JE/quIfFtEbhWRK0XkaBFZLyI3icjdInK1iAw842x2xkmSTCzD8jMWkVOB/wJsUNWnA0uAVwPvBt6rqmfQTFJ68aC2ZmecJMlEMuwJSWlk3ceJyFLgGGAncA5wbbt9Tnl6Rq4Zd/SiSDvzLjO1Ey5aDctrh1bzte513lXMTphpy4iymUW6WuQCV6vN2f0ity5fHyX9LTqXrw9bxvLly4tl2P2GoeNGx0dugKX9osTw0bbI/TDSk22ZkfthFMJv69Ee5+2tDSO39JM9zhJN0GpdGKN2H53LJ5ufK310tKtFZJNZ36iqG00520XkPcD3gB8AXwBuBg6qaufGbQNOHdTWsXmBlyRJMmz66Iz3quqG0sY2Z/v5wHrgIPDXwHlztc+SnXGSJBPLEL0pXgR8V1XvAxCRTwHPB5aLyNL26fg0YPugJ1iwztgP16IE51FCecudd95ZtV9JRoDy/HjejWeQqKooEXokYZSOgfqMXVEd2mvzkXVW3rHLUX14qSO6zhK2ffgk9NEcbSVJxLvR1SaNt0QSkbejlETf2xe1sdpE69ZeWzfDyLjmP7dSlZ00AHrve0mmgdh9zbeduTDk5PLfA54nIsfQyBTnApuAG4FXAVcxxzw9+QIvSZKJZVgv8FT1JpoXdV8DvkXTd26kmeHozSJyN7AK+PCgtqZMkSTJxDLMoA9VfTtNojTLZuA5wyh/pJ2xqnaHen5ONitN+CGlHbrYYZhP3mMj8Dx2uLJ9+2FZJxoK2uGVT3YSeSDY4Vskv1ivDj+ktHbZ+li5cmXRDo8dKkbnsonyfZ3aZC1WwvAJn6wde/fu7dlm7V+/fn132b6Zh3o5ykoAkdeMtcl6yUBv5Je/ZksU8Rl5w5Q8ObwnhK2b6Fps2/H1tmfP4XTiUaIde5+jJD/2PnsJx04wELVni5d3hjnP3Wwspgi8fDJOkmRiyc44SZJkgVlss0NnZ5wkycSST8YFpqamihOSWs3N/5qVJt30Lk+RW0zJzSfSJu22KDl5xKCJ5+16NLml3a82e5yvJ7vu9dNSknSPPbd1f/JYPfKEE07o2Vaqj9pJR335VoP1ttdGBdq218+Esvbaomg/q8n6dl+6Fk8pYrA2I6Evw7YHX/dWF/ZllMr3+0XRrMMmO+MkSZIxIDvjJEmSBSaTywdMTU09Jkn7THjXNjsErh3297PNUoqI8klioqiykrvZoPbZYV009PTntW5wVm44cOBAz37btm3rLq9bt65ox86dO7vL3/ve93q2Wftr7vFM9pYiuHzd2HsRRTVG96jWjW7QxPPRPSuVH93byKZVq1Z1l62M0I8rXmk/LylYGSuSu2z5kfTlGfYLt+yMkyRJxoD0pkiSJFlgUqZIkiQZE7IzLiAiXS3J601WY/Iua1YjtDqazzBWG2YZZVyrdVnzLkpzJcqCZt3qIncify1PfOITu8vPec7h8HkbDg7wpS99qbv8jGc8o2ebddG67bbbusu7du3q2c/q0MuWLevZVnKH8u5aUSY1i9UcvcthyS3L72fXa5PV95MFzdphj4uGzVHi+UjvtRp9FH4ffT9sUvdooocow1/JtdTbG2nGwyY74yRJkjFgMXXGs3q+i8jpInKjiNzWzoz6xvbzlSJyvYjc1f4vZ+lJkiQZMZ1w6GHNDj3f1DwZPwr8rqp+TUSWATeLyPXAa4EbVPUyEbkUuJQmt2eR6enp7lDJD3HsUCbKTGazRtll6B2iRRFGtS5m0X4lN56Z1mv2i+Z5s8NLP2wsDYcBTj318HRcL3nJS7rLu3fv7tnPrvvhvHV1s/dh69atPft961vf6i57CcfaWOsuWIq69Ot+W0ly8DZFX8BSxN+gydprJzqIEtRHdnhX0A5eNoikNft9jNqbrZsoGjSyI7rmfuq4hol6MlbVnar6tXb5QeB2mkn3zqeZDRXmOCtqkiTJfDDk2aHnlb5m+hCRdcCzgJuANaraiQLYBawpHHOJiGwSkU3RS5kkSZJhM6zOWESeLCK3mL8HRORNw5Rrq1/gichxwCeBN6nqAzbJu6qqiMx4Re101xsBVq5cqaVhSK2Hg5Ui/FAzSkBSKj86V22Cc+/9UVuGxQ+vo+T1Jfy12Dfkdojq62n16tXd5Xvuuadn20knnTTjcU94whN69rPJ220Sc+gdAttlnyTdMoyhrPUy8NKMlWOi8qJIwIjaROu1XjmDyGyeaO65UuSpj56zbcpTmlvS2xRJfMNmWE+9qnoncBaAiCyhmXj00zTybF9ybYmqJ2MROYKmI/64qn6q/Xi3iKxtt68F9pSOT5IkGTW1T8UDdNjnAveo6laGKNfWeFMIzSR7t6vqn5pN19HMhgpznBU1SZJkPujDm2J1R05t/y4Jin01cGW7XCXX1lAjUzwf+DXgWyJyS/vZfwMuA64RkYuBrcAFgxqRJEkyH/Tx1LtXVTfMtpOIHAm8AnjbDOcqyrU1zNoZq+pXAClsPnfQE/vE4laD9S4yJY3Ju8CVdDooZ8eqTZgeuVANmrWtlBTclxElhrf4F6TW3ezqq6/uLvusanbiys2bN/dsK+n1ftJRqyf7+1Ca1DNyL7P1679QVrf011y6L/ORtS2i5OblXRij6Eq7r9WWa1+E+3YYJagvtVn/PbV1H2Xni75jtRMiDIN58JR4GfA1Ve28hNgtImtVdedc5dq+vCmSJEkWC/OkGV/IYYkChijXZmecJMnEMszOWESOBV4MfMp8fBnwYhG5C3hRuz4QI89N0RmGrFjR645nh8o+Os9ih8NRpJ6nND9XNOSLhrKRhFEaDkaJWmoTAHmZIhpGW5lix44d3eWTTz65Zz/rYvbggw/2bLvjjju6yyUXNYjnRrP3yQ7LvQtcaYjq3b/sUNlfvy3fyip+SG3ljNp246UkK7P4e25lHGuHdy+zSXOiSEOLt2PPnsMjY1s3XgaKZIqSFFgr4/njbFRg1GYHTdRVyzBlClV9CFjlPtvHHORaSyYKSpJkYhmXvBM1ZGecJMlEMk6hzjVkZ5wkycSSnXGB6enpriYZJfv2mpjVia1O5SfFtOteF7UZzKJE9mvWzOyz/Z3vfKdn3br81GqJ3uVrEG0uco/zWDusxms1RujV9Hx92ONsyHMpsxk8Nty6lMg9yghmbfdtxdro7bXYMqLJPv21WH3Z1n10zT6c3ZZhl32GNXsvnvrUp/Zse/azn91dtsn8b7jhhp79bBuzGrQPXbbau0/wbnX9/fv3d5e3bNnSs18UKm0pheIDnHjiid3lKCTet9NByM44SZJkDMjOOEmSZIHpJJdfLIy0M1bV7pAlmgPPD69K7i5+6HnGGWcUj7HDQztfWySJ2GxmVuaAx84BN2zstQ0SWQi9dWy32ev3617eieZeKxFJAhZfXpS4vGST/7KVohr9kNoO7b3EULrOKBl+bWY5L7lEc8rZuQrtdZ5++uk9+1n5yOLrpuTe6e21NkWTGfjybZm2zdbOveftGAb5ZJwkSTIGZGecJEkyBmRnXEBEigmua4fD0Rtt6+EQJbS2y/5Nrx0qLl++vLtsk+n7MmqT0Ax6Xdu2besuL1u2rGebHQ56OcMOMUuShac2IjHC170t09a3l0RqqZ2/zp7L2x4leqqdwzDaZtcjO6xXg5cbbKJ/6+3g66128oEoQY/FbvNeF9G5rPRj215UN7682mupJTvjJEmSBSaDPpIkScaE9KZIkiQZA/LJuMCSJUu6ETc+csrqij4qp6TVeXelkosP9LoUWf3Na1RWc7RZxXwydUuUecrqaJHm6N2mrL5nM6lFv/RRhF8pitFTmxUuytgVRQla/dRnEbNtYlB92pZpy/P7RRp9zaS5vgxvr21v0aSmpUk8oXcSVfsuw0awRfZ67LmiyUkjIjfLUtuM3Oj8NadrW5IkyYSRmnGSJMmYkJ1xgampqe4wJxomRkOoyE3IJqiPho21Qy1bnk2eArBqVU+O6R7sub38UHMM9A63TznllOJ+kZtQ7Vx/tZKA3S9KhB7dW0sUfVWSevy2yHYrfXmXPduOokgySz9Datve7HX6MqJJCqw0YSULH0Fpz2XlKF9vdpt3WbP1Ye3198hOCuEjBh966CFq6Cdh/VwZZmcsIsuBDwFPBxT4T8CdwNXAOmALcIGqHpi5hJicdilJkollenq66q+Sy4HPqepTgGcCtwOXAjeo6pnADe36QGRnnCTJRDLMCUlF5ATg54APt2X/WFUPAucDV7S7XQG8clB7szNOkmRi6aMzXi0im8zfJa6o9cB9wF+KyNdF5EPtBKVrVHVnu88uYOaE6BWMPGtbR0/0WpTVm3ymKKsxWR3Xa2I2HNrrpyWNMAoNtrqaLRt6decouXykn9a6uvlzW6IwZ5upLpo8s3Zyzlq8Tl5Kju9dEUuZ1LxN9lr8U00p9DrK7uapdW2LQvitzbVuf1ESfdvufb1ZV7eoTUWZ6iL3O4stvzYrnL9/w3Zfi+hDM96rqhuC7UuBZwNvUNWbRORynCShqioiA4vU+WScJMnEMiyZAtgGbFPVm9r1a2k6590ishag/T/w9CSzdsYicrSIfFVEviEi3xaRP2g/Xy8iN4nI3SJytYgM9zVokiTJHOgklx/GCzxV3QXcKyJPbj86F7gNuA64qP3sIuAzg9pbI1P8CDhHVb8vIkcAXxGRfwDeDLxXVa8SkQ8CFwMfqD1xNMTxMoXdZofedm4x6B3m+aGQ3RbNm2aHcpE7nLUxSupu5ZjI3S7CuhDVuqFBOaLNDxtL0WLQW49R5FSE3dcue7lkELy9Vqaw5/KuXP1kYKvZL7oWe26/XyQPlKJGvUtZ6dy+bmqTy0dtxdZvFK1pvy++7ks2+TKGwZD9jN8AfLx98NwMvI7mgfYaEbkY2ApcMGjhs3bG2lxN5+4f0f4pcA7wy+3nVwDvoI/OOEmSZL4ZZmesqrcAM+nK5w6j/KpHExFZIiK30Ogh1wP3AAdVtfN2ahtwauHYSzpvKP1LuyRJkvlkiJrxvFPVGavqIVU9CzgNeA7wlNoTqOpGVd2gqhui4UqSJMmwWUydcV+ubap6UERuBH4GWC4iS9un49OA7fHRjbbV0TGt9jvTfpaShuf3i3RMO0OGzQrnn9ZtGaUQUYizbdVqq6VJID2R1hdNHlkicm2LqM22Fc30Yd8VRGHptSHP0TZ7Ln+NkatfqUyv8UflW5fGKETZZuTzdWqzEtpZZ3y2wtLsGNG7jNrZTfw12+9BNCuHffDy9znSyYc508c4dbQ11HhTnNjGZCMijwNeTBMGeCPwqna3Ob1FTJIkmQ+GHA49r9Q8Eq0FrhCRJbRvDlX1syJyG3CViLwT+DptmGCSJMm4sJiejGu8Kb4JPGuGzzfT6MfVqGp3iOKHUHYo5yfdtC5sJRkBeodyPkrJHhdFM5Xcc7wbnXUvilySSjZ4vExhh71r1hyOsPT22mGdHwLbbdZeP2y05Xv5yA5La2UVP+S1spBdrk3Y38+klbYd2XP5KEZ77n379vVss9ccXWc0cYDN8mdt8m3DtnXfnkuT6HrsPbNl+I7I1odvA/Y6S66Z0HudNpugx16/naTBn8tPJGHljZ07dzJXJqozTpIkWYwsNs04O+MkSSaW7IwLTE9PF70oogQypagcP8Sx+0VvyGu9AqwXgI/aq33bb18ORPv5hELW/shToTapSxTtZ5M0+WGpHbLWJo33NpWS3Pu2YOu4lGgHeq/Fb7OSQBQlWTqvLzPymole/NQmXKqN9it5pHhs3fh7HnnNlO5t5EHiqY2ei747/USY1pCdcZIkyRgwLp4SNWRnnCTJRJKacZIkyZiQnXEB69rmtaEoSbodalgNy7srWb3T64AlLXhQzaqUMN1vs1pclCnLD6dKCfB93UTZ7kq6pS/DavRRRrso4XupfqG3DqwWbl0RodetydaVt9e6JvpJMO161FZK2fmgXAf+PYS9R74NlPTZ2iT00FuPItJdjqJXre3RewLf3koT/XqbSq6Oft3aG33HhpG5LyI74yRJkjEgO+MkSZIFppNcfrEw0s5YRLpDJ+9CFSVuqSWSGOxQ3A57bdJuKLsy1bqQeexw1UdYWSJ3MPvr7ofsVgLwZVjZIpqHzQ77oyT6tgwviURubyW3siiqLEp4b9d9onVrh637KCmRlyVKw3svv0TYMmtdvrz0U5pvztd1SaqKXNm81FGbXD5Kg1vq+CJpZrZ950o+GSdJkowBw+yMRWQL8CBwCHhUVTeIyErgamAdsAW4QFUPDFJ+TkiaJMnEMg/5jF+oqmeZmaQvBW5Q1TOBG3AzRvdDdsZJkkwsI0gufz7NtHO0/185aEEjlSmmpqa62c+89mR14ihJehROa12jvC7lQ6w7rFixomfdaou7d+/uLtsk4N6OWiLXtqi8qLHUJoaPQohrr8Xu53XLyM3LYl2etm3b1rPN6qxRpjN7zf7+1VKbsN7qsV4Tja5zkPceUci2Lc/PmFOafCBy76xNqB9RG5rv26j9bvo6HaZm3GdHu1pENpn1jaq60RcJfEFEFPjf7fY1qtpJL7cLWMOApGacJMnE0oc3xV4jPZR4gapuF5GTgOtF5A67UVW17agHImWKJEkmlmHKFKq6vf2/B/g0TT733SKyFqD9v2dQW0fu2tYZokQRXH4YZn/drDuUd3myw1mbMN1jJQvv8hRFflmi+cRKDCJtQO/1R/XmsfaXotv8Nh/RVor2qq0bjz332rVri2VG11Vyt/NlWNv7Gf7ac9s25uvCDr9rpZ9o3sbomm3bjuaUszKQL6/k9gdlmSm6l5FsE01EUIpQncmuuTIsbwoRORaYUtUH2+WXAH8IXEcz7dxlzHH6uZQpkiSZSIacKGgN8On2x24p8AlV/ZyI/CtwjYhcDGwFLhj0BNkZJ0kysQyrM26nmXvmDJ/vA84dxjlGniioM3ypnVYeykPiaLi2fv36nm2nnnpqd3nz5s3Fcx04cNhfO5Iz7PAtettfm5DdUxqy+nqzjc0PKUtv2f2w0ZYZJSyKhtHR8LLkKbNu3bqe/Xbt2tVd9vOmWaJENlZKsGWsWrWqWIa/LtuOIlnMXrOXH6y3UJSwx+7nowmtjdZ+n/TIHmfbWxTx6eutNJlBNAeep9Q+5juBfESGQydJkiwwmc84SZJkTMjOOEmSZAzIzrjA9PR0V4OLsmh57czqdlbv9PqpdctavXp1zzZ7Plvezp07e/azuqXVjL1OF7l2DUOnKrnYRfqbt6mkGUaTeEbuStEEraXy/LqtR68x2vu3b9++7nInarOD1U+XLVtWtLfW/dBfs71Ouxy5innsvlYz9tqy3c+3e3ucjTT0mr/dL8riZ/H1YfVvqxP7NtXPu54Ow4j2G5TsjJMkScaAxdQZV0fgicgSEfm6iHy2XV8vIjeJyN0icrWI1M1NniRJMgI6yeVr/saBfp6M3wjcDhzfrr8beK+qXiUiHwQuBj4QFXDo0KHu0H///v2P2VbCDsvssi/DDqm+8Y1v9Gw7+eSTZzzOyxSWE088sbvsEw096UlP6i5bdzi/rx2SRYnsvVtaSSLx12x/+f0Q0s4xZ8/tI8m2b9/eXfYuarWueVYGqp2Lzya19/vZCErfNmzd+KG93ddKKfYaofc6/VC8FHVo2xDAscceO6PtvnzbPvx9tnV1xhln9GyznYSVnO66666e/ex9trb7tmJt9PMP2jqw99xHslr7/X22cpJNrOXlMnvPcg68w1TVhIicBvw88KF2XYBzgGvbXeaUOi5JkmQ+GEEKzaFR+2T8PuAtQOdtySrgoKp2fkK3AafOcBwicglwCQwm/idJkgzKuHS0Ncz6ZCwivwDsUdWbBzmBqm5U1Q2quiGa+ypJkmSY1D4Vj0uHXfNk/HzgFSLycuBoGs34cmC5iCxtn45PA7YHZXTpaHqDTvBZi9fmrKuU1ay8HSUNy9sUhZraH51SmKlfj9zNrJ7nQ2ujHzjrKhbVqS3T6qDexsje0jFQdgOsfU8Q7ReFb9sMZt7e2i9gFOZt7fLXaM9ny4hC56OMfLYdeZsOHjw4o33efdSW4a+/dI98BsVS6DXUu3RGOnEUOj4I49LR1jDrk7Gqvk1VT1PVdcCrgS+q6q8ANwKvanebU+q4JEmS+WAxeVPM5VXmW4E3i8jdNBryh4djUpIkyXCYNJmii6p+CfhSu7yZJtP9QNTOQebX7bIf7tihvXd5ssMw71Jl8dFepfL8eskOSz8yhXVns3PF9ROBZ13A7LboRWoUaRhFHVr88NWu26eQaGgfyS+1Ntny/NNPJD/Yc0cJ5C0+u5mtY1uGj1yMIhktkVRj3chsRKJvy7bTiaSkSBKJ6rS0n8ceN5+ubePU0daQEXhJkkwsi6kzzjnwkiSZWIYtU8xnJPLIn4w7w5dBZYpoCFVKdgK9ngWlxEPQ+wa65Engy/DD/tK1+SG1Xfdvvu1bbLvNlxHNV1Ya2kbJ1GvxZdQOXyN77XVG86RFdlhsGd4rwBK1RdvefBm18w/WRjFG0kF0j6wHQjSxQe28gjY5UhQx6ClJHb49zHeSrfksjyFEIpfIJ+MkSSaSYfsZz3ckcmrGSZJMLH1IEKtFZJNZ36iqG90+72PASOQasjNOkmRi6aMz3quqG0obbSSyiJw9BNMew0g746mpqa7mFLm0RG5HEVEWNOv+E0U9WV3Qalt+vyiKrzZ6LNKkbSM6/fTTu8t+ok6rhXsb7brNQOexZfiMZVarjK7FUvs+oB9Ns5bSuSNXuUj/tsf56DD7XsJruraMyH3Nlu9tt3ZFurOdbNdio059Gf4dRWmCVp+t0Gau89qvLd9el39/Y9ejuh8GQ/SmGGok8kykZpwkycQyLM14FJHI2RknSTKRjCi5/NAikUcqU4hId/jSz3CkNFzzlWiHg9F8cFFUlT3XoBFGJfkhGmp6e62N69atm7E8jx9G2/rwScItVtKxkoU/X21yp9qoqmj47mWmEpH8UBp6z4Y9zspW/ly2ffh6K5UXzV9X2yl4Gc9OdGDL8G109+7dM57Xr9u69xLDIHUazfu3iGQKW+aXGFIksiVf4CVJMrEspgi87IyTJJlYsjNOkiRZYDJRUICIVGlCUVio1bP8flZLi0KDrXbry7DaX5QdrDarWKRxWy3Nl2/3tTb689rwVH8t9txR6LWdrLQ2M5tnEK3Ph9ZGodKW0gS1vgyLLy+yt+RuFmnhUbh8bTi0r/tSW/R2rF+/fkZ7vS4cJcO3Ntr74us3CpUuZSGszcIIj53cYK5kZ5wkSTIGjEvi+BqyM06SZGLJJ+MBiIZQJbnARz3Z6LFoCFWKsvP7RUPlSB4YZKgfJWTfu3dv0aYoO5aNnrJuZFHC8MjdbFBXsRJeprBRjXY4HNkRyUUlmcbjh/2l64zmZ/P3z0Z8RlGHUZY1O7edbet+aL9ixYrucinrIPS2o127dvVss23HXqeXtGyb8m5v9nxWbvD2Rvcsyq7XL6kZJ0mSjAnZGSdJkowB2RkXmJ6e7g6za9/EQu+QxyYq8UOaLVu2dJf9XG5RQpYSUYJzO6SuvZbjjz++Z7/SfHvQO6y2c+BFHhMeKwPYIaWNxPI2RjJIROTlUjqXT15UO0SNvClKcoSXXyK5y9ZVFNEWeUwsX768u1wb1emv3yYAiiI5b7zxxu6y9Yzx7e2UU04p2rF169busr1O791gZYrIGyZK9hW1qVrPk1ryBV6SJMkCk5pxkiTJmJCdcZIkyRiQnXFAR1eK3Fs8VvfZv3//nM47rP2iiRmtlhhN1Gld8aJJG73+XSLSx2pdxfy5StGPkatYlOTeLtdGHXoiN8hom6U2AX5tJJnXpK0u2kyV1t+5PJHuvGfPnu6yvUfefc1us6530Ntp2bayY8eOnv0iLTiK/rNE7pPRcYOQnXGSJMkYMHGdsYhsAR4EDgGPquoGEVkJXA2sA7YAF6jqgfkxM0mSpD86yeUXC/08Gb9QVfea9UuBG1T1MhG5tF1/62yFdIYyfigbRXfZ4ZV1KfMRQDYSaVAXmdpk8JFMUUqeHQ29/ZDaXnPk8jXI0D5qoN7dzNoRyRSRu1nJrdBLJ7USkT13rZuiLztypawligSs7QQimaI2uZX/Hsx0DPS6pXk5wLqw2fL9nIv2OmuvsZ9ozWF3nsN6MhaRo4EvA0fR9JvXqurbRWQ9cBXNLB83A7+mqgNl25rLtEvnA1e0y1cAr5xDWUmSJENnWHPgAT8CzlHVZwJnAeeJyPOAdwPvVdUzgAPAxYPaWtsZK/AFEblZRC5pP1ujqjvb5V3AjPP6iMglIrJJRDZFL5GSJEmGzRAnJFVV7QzLj2j/FDgHuLb9fE4PpbUyxQtUdbuInARcLyJ3eENFZMYrUtWNwEaAlStXLh41PUmSRU2fQR+rRWSTWd/Y9l1dRGQJjRRxBvB+4B7goKp29KBtwKkMSFVnrKrb2/97ROTTNBPw7RaRtaq6U0TWAnvCQmhcfDouP5GbUEStK5CnVkOu3S/K2mZ1tSjrV+QmVKvx1urEtcdYTR7KOrGvp9I1++Pstkh3r7U3wrYP60bYz3GR5h+9X6gNI48otQE/wrTnjrLA2eP8Nhs6be+lD9mPJlwo4estGiFH34lB6KMz3quqG2Yp6xBwlogsBz4NPGVu1vUya4sRkWNFZFlnGXgJcCtwHXBRu9tFwGeGaViSJMlcmZ6ervrrB1U9CNwI/AywXEQ6vyCnAdsHtbXm53sN8BUR+QbwVeDvVPVzwGXAi0XkLuBF7XqSJMnYMCzNWERObJ+IEZHHAS8GbqfplF/V7janh1IZpVO0iNwHbAVWA3tn2X2+GQcbIO3wpB29/CTb8QRVPXH23WbmiCOO0NWrV1ftu2vXrpsjmUJEformBd0SmofYa1T1D0XkiTSubSuBrwO/qqoDeSqMNAKvU7Eismk2fWa+GQcb0o60I+2YX4b1sKmq3wSeNcPnm2neoc2ZDIdOkmRimbhw6CRJksXIpIZDD5ONs+8y74yDDZB2eNKOXtKOAVlsyeVH+gIvSZJkVCxdulRr08/u378/fIE3ClKmSJJkYllMD5vZGSdJMrEsps547jGbfSAi54nInSJyd5t2c1Tn/YiI7BGRW81nK0XkehG5q/2/IipjSHacLiI3ishtIvJtEXnjQtgiIkeLyFdF5ButHX/Qfr5eRG5q78/VIlI/HcvgtiwRka+LyGcXyob2vFtE5FsicksnR8EC3JflInKtiNwhIreLyM8sgA1Pbuug8/eAiLxpIb4vw2CIWdvmnZF1xm2SjfcDLwOeBlwoIk8b0ek/CpznPuvkYz4TuKFdn28eBX5XVZ8GPA94fVsHo7Zl3tMB9sEbaSKZOiyEDR1eqKpnGe1w1PflcuBzqvoU4Jk09TJSG1T1zrYOzgJ+GniYJg/DQnxf5kQnufyww6Hnjdpfjrn+0cRxf96svw142wjPvw641azfCaxtl9cCd47KFmPDZ2jCKhfMFuAY4GvAc2kirJbOdL/m6dyn0XyxzwE+C8iobTC2bAFWu89Gdl+AE4Dv0r5UXwgbZrDpJcA/LbQdg/5NTU3pcccdV/UHbFpwewftxAfgVOBesz6ndHNDoCof83whIutoInpuWghbWnngFppse9cz5HSAlbwPeAvQeTRZtQA2dBg4Z/eQWA/cB/xlK9t8qE3MtZDt9NXAle3ygn5fBqWPH54FZ6Sa8biizd0Y2R0RkeOATwJvUtUHFsIWVT2kzVD0NJpwzqGmA5wNEfkFYI+q3jzK8wa8QFWfTSOjvV5Efs5uHMF9WQo8G/iAqj4LeAgnBYyynbZa/SuAv/bbRv19mQvZGc/MduB0sz6ndHNDYHebh5nafMzDQESOoOmIP66qn1pIW2D+0gFW8HzgFdJMdnsVjVRx+Yht6KImZzeNRtrN2Q0juS/bgG2qelO7fi1N57xQbeNlwNdUdXe7vmBtdFD6kQjGgVF2xv8KnNm+LT+SZgh03QjP7xl5PmYREeDDwO2q+qcLZcso0gHOhqq+TVVPU9V1NG3hi6r6K6O0oYOMQc5uVd0F3CsiT24/Ohe4bZQ2OC7ksETBAtoxJxZTZzxSgRp4OfAdGn3y90Z43iuBncAjNE8gF9PokzcAdwH/CKwcgR0voBnefRO4pf17+ahtAX6KJt3fN2k6nd9vP38iTc7qu2mGp0eN6P6cDXx2oWxoz/mN9u/bnba5APflLGBTe1/+BlixQO30WGAfcIL5bOR2zPVPRPTII4+s+mMMXuBlOHSSJBPJ1NSU1k7j9Mgjj2Q4dJIkyXxgnuoXBdkZJ0kysWRnnCRJMgZkZ5wkSTIGjE2ocwXZGSdJMql8nmYi1RoWfNLX9KZIkiQZAzIcOkmSZAzIzjhJkmQMyM44SZJkDMjOOEmSZAzIzjhJkmQM+P+mic9cefWlFgAAAABJRU5ErkJggg==\n", 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\n", "text/plain": [ "<Figure size 432x288 with 2 Axes>" ] @@ -444,22 +453,22 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 1410, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.colorbar.Colorbar at 0x7f9797c65668>" + "<matplotlib.colorbar.Colorbar at 0x7feabb6cceb8>" ] }, - "execution_count": 22, + "execution_count": 1410, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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zm7XhyWQy+L//9//i9ttvb5iA87WvfQ3ZbBa5XA6f+9zncPz4cbzzne9syLUdHBwaiyPkODgY4Oc//zn279+PaDSKD33oQ/izP/szvO9972t2szY0//iP/4iuri4AwJ/8yZ807Lpf+tKX0NfXh+7ubtx///34z//8T+zevbth13dwaAXs9sdpVaNQ3c1Vo6OjuOWWW7C4uIhYLIYvf/nLuOyyy+p5SQcHBwcHBwcN+vr68NOf/tTWc15//fW65qpcLod3v/vdOH78OAKBAHp6evCP//iP2L17N/7n//yf+NnPfoZAIIBwOIy/+Zu/waFDhwCsZWT/4Q9/iO7ubgDADTfcgM9+9rO6baq7Juf222/HbbfdhtOnT+OjH/1oVfp0BwcHBwcHh63FbbfdhlOnTuHo0aO4+eabWZTi2972Nhw/fhxHjx7Fxz72sXVm5D/6oz/CCy+8gBdeeMGQgAPUWciZn5/HM888w2r6vP3tb8eFCxcwNjZWz8s6ODg4ODg46NAMc5Xf78dNN93EErAePnyY5ft6y1vewqJDDx8+jKmpKdUyNUapaxXyCxcuoL+/nzVaEAQMDw9jYmKiygZ+5MgRHDlyhP1N2UlbBUEQ4Ha763buVkAQBFttqnQ+uj/+3G63G5VKpWVtuBudRvar3ePGCjTOXC4XyuVyU9vSCOh+m93vZuDnAv4zoHoO5O9J/r38HHr3v9H6CGh8VfBW6J/Pf/7zuPnmmxU/v+mmm6pSYnz+85/Hv/7rv2J4eBif+tSnWEFlLeoq5BjljjvuwB133MH+bpWFH1hbkHfs2FFTThQt2traEIlEsLCw0LABRwsC389ut7suC4TH44EkSSiXy5AkCZVKBaFQCPl8HpVKBR6PBzt37sTo6CjK5TJrVy1tcbvd7FoE9S3fx0oCmNJnSvj9fuTzec3j7BTkzEzYpVKpYYu9y+Vi/WyH86HR/ucplUpsI1Lrrs8olUqlanzxuFyuujliSpLUsHvkqVQqhsdUpVJRzCJO/cV/J0kSisUiRFFEpVJBLpeD3+9HoVBgz1UURQBrz5nO7XK5kM/n2TlCoRBcLhdSqRTK5XLVplQQhKr282OWqNf8t9VIpVJV+b7ka7ucu+++G2NjY3jkkUeqPr///vvxwAMP4PHHH2ef/eVf/iX6+/vhcrnwzW9+E2984xsxOjqKcDis2aa6CjlDQ0OYmZlBqVRii51emvdWo6OjQzG5ml1ks1kUCgXDE6KVRUDp93LoBbd790MTMr8IZbNZABcnzvPnz0OSJDb50fXpb7XFRA25gMOf08pnSugJOLXg8XjWLWS1Xsvj8WguzFax+3xW77NZi7/S+2J3n+ihtGg3E7U5hvqK3k+aDwRBQD6fh9frZZsHEnroe7/fj3A4jKWlJXZ+r9cLQRBQLBYhSRJyuRwTVmgs0Oa0WCxW9ZP8udkh4GxEQcnuOSwcDhvOk3PPPffgwQcfxMMPP1yVPuJrX/sa/uIv/gKPPPIIent72ecDAwPs329729tw11134dSpU7jmmms0r1NXn5yenh5cffXVuP/++wEA3/jGNzA4OLihwjWXl5dx5swZnDt3Dslk0vZBQVoOM9QidHk8Hs0MtEpqZSXMmu/oPmmhpcmmXC4jl8tVfU4TYCwWY7/Xqy/Fozbhezwe27SE9dS61UuT2UoL4WahFdT9rdAGHq3xy2tqSdNZKpWY4NPZ2YlgMIhyuQxRFCGKIjND8ptBEpZcLhdEUWTzltvtrpofc7kc0/i43W4m3Hg8HttdEJz3yzhHjhzBV7/6Vfzwhz9EW1sb+/yBBx7Axz/+cTz88MPrlCG88PSLX/wC8XjckCxR9xDyU6dO4dZbb0U8Hkc0GsW9996LAwcOaDeqhcxVPPUwXdFuxAxmtS388T09Pejr68OxY8dUr6ukSbADfgenpG3hcblcVe2odQKpVCoYGBjA/Pw8S/Ffb+wwV1nR3Hk8HqTT6ZquawWjJpp6aQsbiR1aMSv9QEKBfFzU2/9EzVxlVHtRqVRQKBTg8XggiiKCwSDbNBaLRfh8PvZ9oVBgQg5pZ0igIdMWCT684ML/Tk87XqtGvF40sj19fX149NFHbT3nG97wBl1NzuTkJIaGhrBz50624fb5fHjyySchiiL6+vrQ2dnJjn/kkUfQ2dmJN7zhDZibm4Pb7UYgEMDdd9+N173udbptasmyDo0Wcoyqe2OxGKu2bNe5tYQcURTZLoenlheUfiv3ySECgQC6u7sxMTFh+tx60ETV3t6OeDxueJEwo45XM3GRLV/JsbEW9BYX+QLQCGdIn8+HVCql2Gd8X5IgWSgUdM/J+1apQUKO1vgUBAE+n4/VuxIEgflMuFwudHR0IJFIKAouauctlUqKY8RMX5s1+RgRcqw+a61NBgk5LpcLgUAAmUwGABAMBpHNZuumTVATcozeI21qBEGAx+NBV1cXlpaWUKlUUCwWmVaFHz90TfLn481d/FijsUmCFP2bd0Tn/aRozImiyLQ8rUKjhZwf//jHtp7zhhtucMo6tBpmBKpsNot4PI5CoYBUKoV4PI4LFy5gcnIS8Xgck5OTSCaTVb+pZdKpl+OiFqTurafJZHV1VbdfyLmQfmPm/PLj6Vy8ZoUmulrQ+32lUkEgEMAll1zCPmvEJJZOp6v6gDf10eddXV3w+/2apRQ8Hg8ThA4dOmS4QrieRodfWHiNniRJuOKKK+D1elXPq2ZiUBojZvq6HsKB1fFlpC3kg0J9TSbfRmPGl9DtdrP3cH5+njkSq52Pxi0FSpDQQ/92uVxsPJCAQ1of+RxG7z6NZ9L2uN1u5tjMt9Xos2tra0NfXx96enpMmdQdGkdLRFc1EzNREIVCATMzM5ibm1v3u3Q6jfb2doRCIdvaprWb08PqLjKVSiGVSql+bzb8W96OSqViePdkl6Alby9NgrRDNNoO+bE0aatpQmgyjsfjLRfOShN7IpFQ1WKQAFKpVDA6Ogq/31+zk6uWVlKSJDz66KOaUUv9/f2YnJxU7ctW6mer/WREQwRUawlrdXhtZr/x7zkJMcD6scJvfHjtH++bQw7M/GaHjiHNOG+uFkURfr+/auNlph8KhQIzq21EWuVdqSeO6GkB+aJJO41AINBS0rwd2go5vGCg57gniiL279+v64ioFm4qn7jVjjWC/GUuFouqiwnfb1p9aESTUygUsLi4qGq64a8j31GavZ5WO+TMzc2xiVmtH/j+X1xcxPz8vO3jW75Z0FrgK5UKpqamNCfmzTpp88/e6/WqarvMQn4t7e3tiuOLzEF6baoF/jz8tfhNHq8FIrMXzRH0LlcqFWYKJS0RHUe+P/Lxlc/nsbKyYkggVbrfTCaDhYUFJJNJw0Jtq/qcbla2vCbHDgRBQE9PDwKBQLObwjAaJVULei91sVjEmTNn2N+82tnoOXiUzC71QK71UVs4jTgw87+VO2mSLwH5Xemdj3argiCwMHy/329pF2ml/4z47tSbVolg0TKl1qLtUsv3w48jO58DaWZXV1cVx7mWH5ZdAiU/T8n/TdfgzU3UHhL0eH8ePncO+TZppU/gN2x62jC77reVBPFWaku9aB21wwamo6MDsVhMM7Tb5/PZEpVFNmQjWhre/4SwU/Ax8oLQpMM7E6qhpyWgnVqzUOpzM9oyfhJ1u90oFovrfk/PVu338gSO+/bta8rOsFkaSzvvVS1pnR5er3fdu25Xf4RCIezatUvzGDMmdiOQoK31vVmU3nM9wU9LoOKFFBIESQgiAYjC0oG1d8Pn88Hr9TJBzu12K2rAtkqmbDlyJ247/mtFHCGnRtxuNzo6OlAqlViWzqWlpXW78pGREdORWUpQgiwjKC3ItaCmVtZD/gLIFwS3242dO3eiv79f8zyVSoVFkOgtKmTa4m34zVITK12bn1T5e6HEZmpks1mmxSmXy3jxxRebMrnIF6x6OqvLr0NQv5q5rlxI3LVrl+l2875K/GdGBHkepXcok8ngzJkzLaOxItQEfP7/PDQm+YhGM/0sz1pM5+LbwmtB6Zp+vx8ejweBQABtbW1MIPX7/fB6vVXvGs0Prbo4O9iDY66qkXK5jPHxcbaL8Hg8LLsmn+To3LlzliYuudOrGYdfUtPasUsJBALo6urChQsXAFjLTcKrnuWEQiFEo1HMzMysiwxSMm+RoKN0LrfbjW3btq07lxbyCVhNdW/kMzPH1Jqzp9kTdFdXF5aXl2tuCyV00xtXfOZavXdCEAQEAgFks9mqhZY/nrJtm0HJt8PKvSvda6VSYdqGZuT/UUNrp06CAt8n5EPT09OD2dlZlEolXR8+XpDSCgoQBGHd+aiUCWm6s9ks679SqaSYioO/N35cKDlht5JDu51sxnuS42hybCCfzzNHN8rTEI/Hq44hLY9RisUiKx2g5rSqBR9aSdSiUqxUKqq+H2Z3wnItjCRJOH36NMbHxxXz22i1SQnqf363HQ6HdU1dZgXJelBvbQj1vcvlssX0l0ql2LiiJG1WIPODHoIgKJoc5CZZWpQozJrgTR6AupBp5j74xdmIc7zefZLjrJXrG72GHVC/8mYi/jsKFQcu1pNTgn5Lgg350/BCjJJJhO8jCgenf9P5+LBypfb7/X74/X5NTXM4HK5raR+H+rKlhBy7/GL0EAShqiSBnFQqhYmJCaysrChqWYrFIk6dOoWTJ09iYWGBnZOfuPQWYrkqt1by+Txri9K11BBFUdchmxKC8TmGaomkqlQqyGQyVRNvOp1WddiUq92bGf3QKAGL/BpqhfKz8Aud0nPTWyRyuZxhR24lYZvvN7/fj1e84hVMk6l2HmDNv0buB0Vt1YoskheZ5LWUetrDWCxWlyg1oFrz2wqRnrxQqRelSDls6DO5Hw4vvFKOHApmoPFMz4K0S263G5FIhEWk0bxCv5P7uQHrw/Ht0oa3Io5PzibC4/EgGAzC5/M1ZBHz+/0sUaB80isUCkgmk7hw4QKmp6eRTCZZKGM8Hsfs7CzTDhWLRfaChUKhdZOFml+CmVw29YLMBfyi5Ha7WcVgHrmvkTzPBR1PanCzaC0+cjW1Fc1Zo6i1HfyumbLl2oU86gVYa284HNasl2Y3fr8fO3furFrQlCBtA28acblc2Lt3b1UWXTly3w5A22FcjpFkmGYgzQefkE4QBHR3d69rV6N809TC0dWOJWGDnhcJLfz9EDS3yec+QRBY3hv6XblcxtLSEotYo3lAktYclfP5PPNxU0O+YdK6l42GI+RsIvgQRLsLs8mRpLVq6/LsxwBYtk3asSwuLmJ0dBQnTpzAmTNncP78eabiBS46Is7NzWF8fHyd+p3fsentlBqNJEnIZDLrhAilSUOOmiZHbeHRw0gfKDnP0t+UA2mzTG71QsmsWSgUkEgkdH9rV98mEgl87WtfQ6lU0q0NJ8+6W6lUcPr0aab1UxprSqZnPYdxHqsCjpZGtLu7G7//+7/PMli7XC5cd9118Pv9VYJAMBhsqVQXPKSl0/KP4wUb8sPhBR6aDz0eD3w+H3tn8/l8Vb/T9/zfZh3Y6Tdm1xNBEDQzjTvYy5YSckglbmbXVcv1+vv7MTg4WLVY0+TI+3/QrkJpklxZWWFan/PnzytmI+ZfXvnOhr8W/5kVBEEw7cfBLwb8zlkPXvMi/7dcANLS7PAqcC0kSWILm1If5XK5dddR6muzqI1FtR13f3+/pinUTuT3u2fPHrZwuFyuddm9lbSM1K9GBACqQF0rdK2urq51i5sS8n5uJYdfHqU6aMTCwgL+9m//lhVmLZfL+O53v8tqmFGfZLNZ3bxKSmMvEAjUlIBQ/vzl90KmJ6VrKN03/UcaNxLmyORJPo20qZWb70hIon9TG4xqiUnzTHO3GSRJYukjms1W0ORsKW+qRqfeXl1dhd/vZy+wIAhIp9OaaenVcLvdiEajiEajpnccSli11xcKBUsvJyXmstNPwIigQw62Zhcu+WLNR3IZ9eExkhROPtFqtQMA5ufnFf0ItH6jhl77SKAkYWVubo61VxRF7N27F0ePHmXHBYPBdUK4kbYMDQ1henoaS0tLmr8JhULrqqvz/hfUToI0qWb6Sr4xkJ+TaEboMS3gpAkgAY4W2sXFRfY9sN7JGlDOnaUGf4zX69Ucd5SDRs30QyY+Enj1Nh78u8UfS8+bNkukRXG51iqUU7kW2hh5PB7k83nm40NJ/4rFIrsnMmXVWrLEDLVGVToYZ0sJOY0mlUoxGzHleEmn06YnR0EQsGfPHoRCIeTzeVs8/a0IG0qaIaPolSyoJ1oaGqMoLRjAWiJIn8+HmZkZ1QXTzonT6K7RqArd6HEkoNO/S6USXnrppSp1PQk4ZvtZvquVL670/CKRyDo/Iq1r8dWt7caIg3E9IOFKySfFKKQxMVOBmzRCWv2p1d+vfOUrcd111+Ff/uVfWBkFI20ngYWfe8rlMpsD6f/UH2SipD4i4YWSb/r9fmQyGbhcLpYNmTYxfr+/Kt3AVmAr3OuWMVcBjU8IRzZmSZKQzWaxsrJiOb9MJpOBKIoIh8M1t6vRUReCIKiaLKwKbN3d3Q2JlNNjYGBAN0PtZsWuCXJubk4z0y1/XC0IgmBaE9pquN1uuN1uQ2Y4OTT3uFwuS0kQ9VAbDy6XC0ePHsW3vvWtKnOanh+TmgmfD0KQfy5Ja6UdaHNJ8wuZhUulEvNLIiGI2sELU3bh8XgUzbqtwlYwV20pIadRD4IfxJlMBktLSzVlhPV6vVWJBWvFyOSotEu02n8ej0dRmKGEiVaErkwmY1irQTu1enDixAk89dRTit/xTtKhUKguuTb4vDdWUXOe9Hg8GBgYaOqkbKd/jCAI6OzsbKlFxixWNUgDAwMYHBxkf586dcrUu1yrFjSbzeLs2bNssyOKoq5TOG/m59uhFmhBvje0+SGBkD+WtFfyAA7aiNmtnVMSnFpVGNisOOaqBpDP501FX8hRyu+j5J9gF52dnfB4PFVRXlbhHfzkVCoVLC0tWZpYzNx7d3c3FhYWVH2yrNji6TdGF+FaF2utNtYa9cVnieUpl8uYm5vbNJOyJEk4d+5cS+SPqQUrz2N5ebkqfQCdR+6QWy/omoIgMAHHTAoDMi0pnZcP4vB4PMhms8w87na7EQgE2HWBi5GbvL+VWp+q+WQZpVKpKAaLtAqb5d3WYmO/7S2K0sCpZYeQTCZx+vRptkj7fD6WB6QeUB0uwJ6XQEsDZPeuWkkjIa8lJo/gqCWJnVEoe7XRZ6YVFebz+dh3tLOvJVlZuVxmAo7cyVNNOGu06VcLNbOlPAqPxmCtu3W5M6wS9cqQa/V9zGQyNQVe2LUYkgOw1niV+9/wzuX0O8pmTNpSGqdUq4r8h/gIqHK5jEAggHK5DJ/Pp5hRGcC6zx02No6Qs0FIJBJ4+eWXkUgkkM/ncezYMUuTtZFFNplMIpFIaL7gaudRMnFpYWcmUbVSBZRPg1DLfMzb8AGw8FQltAQjNfr6+gyHSMvNEvy/A4FAzYsoFS20Gj6t5GtADp6N9pVSW7zrlY7fiNnWiuauGb5yWte0Ksjq9U2lUlF1eqbaZHRtPqsxn+OMtI8ulwuiKFaVFPF6vSzVAZWH4MPTacMh3xDRvSrNSZs1R5bjk+NgiHrvaukFowrngL0RO3L0siVr3WszBzuVc7CKKIpVE58RDYmZ57C8vKwqYJk59+rqKgqFQs1+OEBtz4v/Hfmc0Q67FaB+4jPg2kU90vw3exENh8NV45+0HeFw2FTbjOamUoJCwOVjkh+n8gSAJPyQRoc+p9+Qxod+R/+Xv1/y958g7VOrLuK1sBWEHMcnxwbsfrgej4dNFFRYkhxXa90l2yEc0YDWslfzgl8t/WN37gqfz6dYRRpYS7zIIz+GcmxYhRfAaDK1cj6rGZ/552D2Xsifga/sLC/+SudrRmg1UB1ezUNZdGv1r6gntY4tI5BmRE3LJH+mpCEzmsyR6OzshCRJWFhYML0B1HNEVsrFQ8698g0KaWtIK0raoEAggEKhgHK5DL/fj1wuV1X3iq95xqeOoD5o5XHksB5HyGkh3G43urq60N3djUQiAZ/Ph66uLgDGd3lai7idBAIBBAIBJBIJxWvxTo1Uv4qfGEh4qXcCLkpSR31CuzKa8PjFWQ87FyHagfp8Plbksl4IgsBygBBm/TOofT6fj4X/8v1hpG/q+cz9fj9uuOEGPPzww4oJ6WjsqWkKmo2ZSEGraPlYAepjgtfMGVng4/F4lUCgBSU21AskIC0hbRT4ZIG8JoFPDkhQjhxRFFEoFFjupUgkwnLnUHSVz+dj5ix+I0fCUitrLMyyme5FC8dcVSN2Jxvr7OxEOBxGX18furq6TO+ErIZkm4XCwvXMWpIkKWb3lO+UgLUFVB4q7/P5sG3btprayucHoYmcrks7NyN0d3evO9ZqX5dKJfYftaUeZhVAvXK3GchxkyIFjcLfj9IztwtRFJFMJpm5IhqNKh7n9XqrwoqtmFWabVaqJ1p+OkYEHKrNR8frYXRskjZG/syKxSLT1JEgwkePkQMy+ex4PB7m90PCCzkr06aM9wkCqjWEVHdwM4+BzYYj5NRALbVclODtxFZfJD71vt3w7Ukmk1hYWFCc9OSCmRHNUiAQQDgcZhOQ2rkAc4Il5ehQyi9CAobR/pJro+j8RlDKFVSpVNguORQKobu723DhUj1hqF65Ocyep1Gmq1QqhUcffZTt2Lu7uxX7KJPJVNWPq1f7wuEw08Laibz/eaGtXtcgjFyHhGHAuDBIx+udn87HbwyMmvBJQAculobI5XIoFArMv83v91dVQ3e73eveWV6A2gxsBZ8cR8ipETsl+kqlgrNnzza8xpZReBW0Wu0eMo3Q8UYHPkVApNNp+P1+jIyMAFhblKampuy5gRpJJpOWTVaktVEjl8sZyksUDAYNmXtadcKpF/zYLBaLOHPmjKE+sCLkGDmv3+9vWJQZ3x6r2in+XGr3Z2QzYMb8K0cvrJz3j6H5hzR3BB+BxZuy6HP6LdXSEoS1CuWkDaIaWGQeI9Mm9YnWpmgjanccIcdBE75gnl34fD7bNURGsDNCLBQKsQRcRkmlUqzAYD6f10zhX28HzUZDTqdGagn9yq/8yrrQ7Vaht7e3aaU2AoGAquOxFZSEBTOm4MXFRUxOTlZ9Vo86WkpZeutVr4uwGk5dy/yi9Dz4BH9q0PMis1WhUGBOxhR6Hg6HmcmqXC5XZWLmi9TKr630mZX7cqgvjpBTA7STsEuCdblc2LZtG3sxKWR8bGyMCQB2Q3km+L/1doJaan5JkrC0tKSZXdgISrslI2YaO7DjGvyuUU+lTjtNurbW9R9++GHkcjkMDAyo+p0YMXWaFUKNsGPHDsX7dLvd7J78fj+CwaDtwhCZJHnUNI1G4POqEFRY0ipy4dyoMOJyubB7925DOZYkSTJVeFMPQRDW1cuzGk5d6zwp/73a+aioJ0GFQ0kwoe8laS28nMZENptlkVVUBJQEZ/58fCQWj9LY0JtLmq39cDQ5Dg0lFAohFAohlUphdXUV4+PjOH36NBYXF+s2gMhRkI9OqHUnSP4vFJ3Awy94apDJS94Ouyo/0+LFL7xyP6Ba4XeClUpF01mXvy+9e8xkMsjn81hZWVFdzIxoAkkItXP3+cwzzyCRSKz7nF90isUiIpEI2tvbTV3TDsEzGAwiEokYOlYp55KRd1DJj0MNo++0IAjYv39/QzW89Ix9Pp+qMN1s+P7jAxxo3qDv5QkB3W43otEoYrEYK9xJAQi8CUwelg6sr+mnl1BRbkpsNbaCkOOEkLcQhUIBCwsLmJqaqlroXC4XQqEQc7izc7IjxzvCTOSMEeQDX+5YrORfUiqVkMlk0NfXh5mZGdVFn8w84XAYmUzGkABEmiveQZIiLgg9cxjt9rSux2v47HZudblcmvdLeU1oUlcShmqZkLR+q5fvhephKaHla2RHH27fvh2iKOKll16q24RsZrI3ek/lchn/9V//VUuzTEP3kMvlMDs729BrG0UuXJCGhaAEqnyWZGBtDspkMswvh74jrY08LF3+Ga/Jkn+vhF5+Iof6Ymh79JGPfAQjIyMQBAEvvPAC+3x0dBSvetWrsHfvXhw6dAjHjh0z9J2DMvl8HrOzs1UOdgAQi8WwurqKY8eO4dSpU5ZTxtutrTALaWg6OjrgcrlwySWX4MCBAwCqs4263W709vZifn5ecyGwknyuUqkgnU5XTUipVMqUnw9pfupVn0gPPQGLvzev16tYvqEeyMtn8G3QoxG+aCdPnqyrgAPYp220ilzzYIeJV6swrBr1Gm+0OSGTkpLGmNckAxeFfvpbFEUW2Sg3awFr45U0Q3JnZ7V7pnPLK6TTdVtVwNkKmhxDo/8d73gHfvrTn2L79u1Vn99+++247bbbcPr0aXz0ox/Frbfeaug7B/VJgNcokC18dXUVExMTyOVyirWZjFCpVODz+dDb2wug8bZgchLctm0bduzYAWCtkjg59vHJ5crlMuLxuGGtUiaTWedbpAQ/SdF1rZBKpSBJku6zaJZ6mg9zTaVS2LVrV92dUbUwMsFThEs9qedEbHYs1cu3TC5kKo1Bv99veR7h0dJc6L2LVuF9a0j7woes899VKhXmVyPXEtJ5+PeChHTSmJP5Sp7tWEno44Ua/v9GaUVT1mZBkEw8jZGREXzrW9/CwYMHMT8/j927d2NpaYkNhv7+fvz0pz9FNBpV/W737t36jXIeeBVut5v56wwNDalOkHpmFI/HA5/Ph3Q63fBigMCas2tXVxfm5+erJmN5sUsrO2Gt35IzJmXrLZVKLBMyha3rmcSstoNMYVYiwsiXwKwjKe1y6T0yoyqniZ9U/WYma97818idazM0J2byK8khB2IrddYkyXqINuH3+3VTGsixS0MlFwb0oPIL9FsyF5HvIH8PJJDwmc1JiKFM8OSELP8NsOZ4TOfkz0vzKjkty9tOztmZTKbq2RhJniinkZvPnp4ePPjgg7ae893vfve6qMJmY1nffuHCBfT39zOVvSAIGB4exsTEBGKxmOp3SkLOkSNHcOTIEatN2fT4fD7s2LHDUOiwliMcJcbjQyKtvIjy6wHauzr6Lp/PY2ZmZt0xvF28XC7XJIDxzsQkXNCujF+EAWDPnj3weDx4/vnnNQVHK0I31cThd8ySJFXlF1Kz5fP2f6P9wZ+Hz+YMmKuITb/Zs2cPTpw4UVUGoaenBwBU8/lo+VpZEWCN/qbW0GS1/jfSNiPI+yIYDCKVSplrKNc2I/4fwPrnTr8zqzHjNSS1zhf8Oc1cW60d5XKZCeXkPEz9zQscyWSSFRyVX5/+TcIfn2uHz5tDfcsnLyStFf2OhDCg+ZFTRtgIbayVlnA8vuOOO3DHHXewvx1NTjWZTAYrKyuIxWK2nZOfdGvpbyPaI373qbY4RKNRFItFxbpDanR2diKRSCjubK+66ipMTU1hcnJS9f7GxsYArGmYenp6WNJBeSkCq743LpcL+XyeCQxutxsHDhzAmTNnAIAtdErt4z8zuqDyi0EtlEolnDp1ikXbUf/Kd6py5EKOUrvJ6dsMevdfq9ZIr//VfqNX1oSO400qwNpz5x1izUDvklr7eHOKUmQjYD7PFDn0KuWGqQfBYLAqE7GSEErwflzyfDb8uPH5fOvea/5vuj+/38+c+mlu46Ou+OhQ0vqQhoeKh2ppf5WExEYUZ93KWN4yDw0NYWZmpipF+sTEBIaHhzW/czCP1+tFNBrF/Px8XcwAtWhO5JWL5dB3WhO6IAjI5XK6PjjyCTaZTKpe+/Tp0+x4SvMvh9TXZM7iiUajpsOceahdpVIJo6Oj7LOzZ88im82uE+Y8Hs+6ul1KKIXWm8WI0EaTLhUrBNZ8qGrxm6E8UHZgVpPSLHihhMYjjTkzyAUMNWFDzQmUIu2s5CfiF+BG7Pzz+XyVU7Eacodj4KKplv+dXEArFArr3j8SPlKpFItg5TWhpVKJaTVdLhdisRhzTKZSIWTeNRoUwF+7WUEMjuOxBj09Pbj66qtx//33AwC+8Y1vYHBwELt379b8zsE8hUIBx44dw5kzZwxV63W73aYmM/lEYeeiYCRxmCStJeUyK8BR1AQhCAIOHDiAcDiMdDqNZDLJHCC1FudSqcSSLbrdbvh8PiSTyXWTTy3FOIlkMolt27atq2vkdrsRCAR0z9XW1qY7IQqCoOlYamTXyOcWkUeKWKVSqdhWosNsRN1GR973Vp5DLpez5AfUaEhIUTMV82ZZI31Cx/GFesk0xePxeBAKhRAOh5n2rVKpsKKcZBqTJImlwqD20fHUZr72lZ72y6x/lIM5DDke33777fjud7+L2dlZdHZ2IhKJYGxsDKdOncKtt96KeDyOaDSKe++9l4UEa32n2yjHXLWOQCCAAwcOVOV2UMOIc5/WxG+kNpLWb7XOb9eORcm5VRAEdHZ2YmVlpUorpOesSaYV3h5PpjCltPlGUZu8ent7USgUsLy8bOm8etDO1YzpTw4/eRvNcNvI95Z8noDazVVWsTPbuVFogW00ehqKemHVaV8JXmgBqh2Vi8UivF4vMpkMgsEgq25OJip6zlTygTZCvH8OX9yTPqfjjQYPNHI8dXd34+tf/7qt53zPe97Tco7HpqKrGoUj5KzH5XLh4MGD61KsW0VvwrISgWEENSHHjEOjKIp44xvfiIceeoglMiSti9ICIBdyjAhxgUAA+Xy+pomd7z+aKO1aKLTuoVQq1W0hpOcUCATWVWVv5HsbjUaxuroKAFULkbxPqJ/q4ffgCDn1xw4hhzdrUZQU9aMoimyMuFwuFAoFeL1etrnhIxVJc1MqlZhvGY0B/n0kXzYrc2ejhZz/+I//sPWc733ve1tOyHHKOmwQlNLMW8HlcmFoaMiyXwcfeWAnRkwwfNTIE088UZWpWW3yJ80X3+ZQKFQVaQGsr9mlVAvJLF6vlzlGksrbyjmUTI9m7P6Uul4Js87KdG65gNNoSMAhfD7fuv51u93o6emxXcCxy5xr1ZFX7fpqkZWNchiuF2YisZTgNZHUF7ypiX+XeEdmmnPcbndVpCb58JF5imrTkcAEXJwnlfq+mT5iWxGntzcQ58+fr1mzIklrBTT1FihS1cqRh2aahSYFOXq7U14bI0mSasFS+YRCOzK+zel0Gl1dXbj00kvZZ/XIVMtPpGr9qQcv3NUDq4JKqymAM5lMldALrJknFhYWDEeEKf2thNo4MStIqDkI651HzxnXyHWaQa2h/npohdUr/ZvM1HItMm9aIi0hmZ0kSWKbBj5/TzabZZpbqnZOvkVKmw47kjHawVZwPG6JEHKHarq7uzEwMIBkMsnCjYG1l291dZXtEKanp9HR0cHylxhBkiTN5HdmIJWtnn9PR0cHlpeXq+pF1Qs+TJZ/6TweD/r7+1kdnqWlpapikrFYDB6PB/F43La2yAUbK75O+XzeclVpmpSpDXblONlI6I03+fOgXb6V98OOvjVyDrVjyMTcDHMWoaY14/3ejGCn5kmvFAOFgVMEFR+2ThsySv7I+wKSMEPZ1vnFnnLnkM8PCa9UTqKZGci3Go4mpwUh88TExETV516vF7Ozs8jlcjh16hQAGAo7rhdtbW2GXtZ0Ol2lhdGayO3I8aKUlRRY67/h4WHccsstcLvdVRFXZtLQU8FU/rdGTFF27d6UChNqXZ98BOTPim83r87fjMhzplDWYR7aPFjdAMiT1ulB19M6n/xcpHlQ+p2VCEU5oVCophpi1L5IJFL1TlnJEG0kgIKOo+cWCoXQ3t6uGFpO5+JTSwAXi3PKP6fjSWiUC0Berxc+nw8+n485L/t8PibwyDcVVJ+P33g0m62gyXGEnBZkenoaL774YtWOjIpWxuNxnDp1Cr29vRgaGsLs7KwtvjpW/EWWlpZ0a0BRlmWj2BHFo2QCqFQqmJiYwPLyMo4dO1alVaKspisrK4baKL+nYrFoaNLSC/83ivxZkQMkIV8cyAlSaYct7ys78vC0IrTIdXR0YMeOHetMW8D6fjQL9aXRCT8ajWpuUvjFQy7YKJ1fLtxbEViDwaAhgV/t3JQDSG2jYfS8ckdnpT6gz4G1xKCkPVHSfJIWSatN8nFfLpdRLBaZtoa0OKIowuv1Mq0MtZtPwsjnDyPtYDMc1fVwhByHpqBkAiqXy5iYmGADaX5+Hs8//zzm5uZMCSjyzJ+ElcmdrwishR2VkPUmeC3o+EsuuQR+vx8vvvgitm3btq4qu5nzmtntkwOyXQ6HSgs0j/w+SF0uv1+lyJVsNmvapNiqjq0ulwv9/f1VEYl79+7FFVdcYbv/FYUVm+mH1dXVdQ7UavT19eHQoUOmxqiaYKCGIAhYXFxEOp2uyuyrhDy7sBzyUQHWhIdoNGq4DVoaHKUNDAC0t7cjFAqhUCggnU4r/lYURQSDQcXvlEx89M74/X7mg0P+OKS5of/T7yl3F7WL6gX6fL51gptDY3CEnA1KJpOBJEnYuXPnOvWyIAjsxZRPcrXkfTGDfII0G8XDI4oiIpGI5jFUxFSNSqWC0dFRLC8vIxKJMOGM/C/48hDytpOa2iz0XHp6ehCJREz3u8fjqSnrMj17mtTlO2O93xl9VkbNG83QEC0vL1dpOp955hn853/+Z12czGmMGu03Mz5qhUIBi4uLkCSJjUWjzrhGBSNyrgWqa7YpPTc9TQ3/XaVSMZwpm4+Ekj8jNS1VpVLB5ORkVb8o9Y280n2lUkE+n0epVKoyJVOggrzGH/2fNFWUmoBPGMhnePd6vUyDShsTPeGw0TRDk5PL5fDWt74Ve/fuxZVXXokbbriBldiZn5/HjTfeiD179uDyyy/H448/zn6n9Z0WjpCzgfH5fIqLvySthTjSC8WHIDdCpSjPEswvtEbNUfzCWSwWkUwmNX9TLpcVzXZ8yChNcKQVA9Z8EPQEmL6+Ps26YWo+ObSTnZ6etpT4z6ypTwulSUjJJ4T+DgaDin4raouHkedqVkNkVbgkaHHlF0s1c0atlMtlxONxU5O9mci5eDyOc+fOwev14pWvfCXz+6DzKD0XswsqnxeKQqSB2jNGS5Kkq31UQqtveFOsz+dDLpfDysqKqoAEXBTGc7kcE2I8Hs868xzfZ+TLJk9D4fV6EQgEmGacHK55AahUKrFr0nnkGuNWEngayW233YZTp07h6NGjuPnmm/GBD3wAAHDXXXfh8OHDGB0dxb333ovf+q3fYloyre+0cIScDUwwGFTdRZOzr50LpRGUwiMlSYLf7zdsVhNFcZ1WxsjCwauJaQGhSay9vR0+nw+lUqkqgkot0mz79u1s8puZmVH016FJT82Phc5rNTzdzA5YDa1+IyFCvkuVJAmZTKbpJQCCweCGWgSsbCDMOvlWKhU8//zz63ywqJ94c7RWfiQzmLmveqc8UHIoJl8Xvp1aAjW9r8VisUrwoN+Tbxadm95fml94PylgbR7I5/MQBIGVQ6HaV3wdLqX0G832Y2mGJsfv9+Omm25i/Xf48GGcP38eAPDAAw/ggx/8IADg0KFD2LZtGx577DHd77TYEEKOIAjo6OgwFQGz2aEBcvr0aUxOTlYtqHNzczh27FiVvV8QBNZ/FPJYD+SVmckk9IpXvAJtbW2GJt1CoVAV3q0G+UHw0LWpDk1XVxd2796NcDjMJl+50CGflCk8nyYkNb8j+j6ZTBrWDpB9vpHIFx56BjQBq/k+8J/T75WOpUVWL8rLLKurq6rhyK2OEXOfJEmaQqySk22pVFrnc8KPZ/ITAVBTxm7+2mYFJbsXbj1/PP4zGrf8PESaJPmCLH/v+b6SR1jxEVx8IlHSEpNGiYRMMivS33aWp7ATu4WcVCqFwcFB9t+RI0d02/D5z38eN998M+LxOIrFIvr6+th3IyMjmJiY0PxOjw2RJ4d2lvWc3Mg5loqwWY0OsEJfXx9LXGYUSVpL6gesScYU1nzmzBnkcjls3769yuGSJkj6N72ESpNgLbWraLGX//7ZZ581lSXX6HFqavBisQiPx4ORkRH8+q//Oh5//HE8+eSTVVocl8uFQCCAkZERHDt2jH1eSz4fPkW8EmTDbwRqfWj2c0Df1GTGNOJyuTA8PIzJyUk2Jn0+H9tBK40/0jppVb2Xl3aoV2kSPWhHr1RbTd7HvMlJ/pkV+LIF/MKshryvacGW137Tuw/+WCvtVzunIAis4K7SfSi1Tf5vuflb7VgSXMi3htfWABfnFN4VgCefz7MAg3puJFuZcDhsqqzD3XffjbGxMTzyyCN1szhsCCEH0K4ibQc0qMmm2kg1YjKZrOl6uVwOY2NjbGHt7u5GIBBYt9DKbfj12Fnwjnd8KCX1q52Cql6fkakum82yKAl+UqcQUCO7AaP4fD7NkPJGmYD4CBXq+3rB+yEYob+/H6lUap2vjJY/hRFBRX6P0WgUqVRKVXCqF5KkXGLE7DuutugbuRev14tyuQy/36+ZukB+Dd7xt1EIgoBQKIRMJqN4X1ZKiOiltjDTNv7f/AaR/5x/Lnylcj0hs9k001x2zz334MEHH8TDDz/MfAA9Hg9mZ2eZxub8+fMYHh5GZ2en6nd6tLTet9E2eV692UjS6bQtix9NULFYTNNRlmzDai+fHS8lOeXR+WgCa8TzpGsUCgWMjY3hvvvuw3PPPYdkMsn6hSYpLadms7sxl8uFfD5vyCdBbtbxeDyKu015TS09SLjky2eoRbYpPQu5mUXpt0qmGCPPldo0PDwMURSrxhk/HsmvoVbm5+fZe9WKC41ce8NrQdTMXbw/iNqzAS5qDPXmFT3zj1I75BoONYy+62S2U2sL5d4xcj26Jr3ffLZhOp/S8TzyhKLkX0MpAjweT1VOJZpPKckkaRO9Xi8b8xvBxNpIjhw5gq9+9av44Q9/WJUr6p3vfCe+8IUvAACefvppTE1N4bWvfa3ud1q0tCanFSemVkeSJJbrJJ1OY3l5GUNDQ+teMgp7DIVChvxfzCKfXPmMo/WGF1bT6TRyuRwEQUB7ezvm5+cBXIx20PLOt+IwTGGpesg1E2qaCmqD0SrmNDnz55ML77xpQBRFzT7QWwT5z/QWNWrTU089pTkOwuEwisWibckTG4XSQqqF1nFutxuiKCqq8OWmHaV/16r6J6flQqGgKmxROwGwSt2SJGF4eBiVSgVTU1Oapi0eMyZFXmui1g8En6GYfqt1PFBtrgIulq/ho81I0AHANNT89/R7owJaM7BqWqyVyclJ3Hnnndi5cyde97rXAVjTgD/55JP4zGc+g/e9733Ys2cPvF4v7r//frbR1PpOi5YWcuptotqszMzMYHZ2lr18Pp8P7e3tzNeIwsopF0Y9bcfyHXmjXyp+wff7/YhGo1haWmL9YCf1FMp5UwwlGFMTAvTKBfB0dnYilUpVCWZGBSo5ZidNtd1tqVRCLpcztfutx7jSW6DlZiPeRKt2jFFIWJU/R7fbjb1792J6etpwIkErRKNRuFwu5ven50jNv+dKySetoqX9tTOKS74BIE0YaWfJZ4eEJhJeSLiheZbcACisvVUFHKIZ7RscHFS9bm9vL37wgx+Y/k6LlhZyHKwh38Wn0+mqjKM0eZLWRym6iI6zEysLp10Ui0WWsp7KUWxU9JxpzWSYTqVSKJfL60xiVhYpM8UXtXbUtLkxIqjxZh6zAoWWEOPxeOD3+5FKpVR/r+TzJvfXUKpybQalZ0Dvaz1NIHTfZG7hs/rqMTMzw55xLfcOrG1M1CKT1IqBakGBJXKoaCaNIbmfDQk39K5IksSckP1+P8tbJIoi/H4/MpkMM3O1YlTVVsIRcjYJgiAgEAisMxPxYb1qGX3ltPruwyx0Py+//HJDrkcTo8fjQSAQ0ExkyPsOKEXk1JtGTcByR2gAGB4eht/vx+nTp6uOtTr++F2/kXNoHUOh2nrXM9ImO6lUKjh58qSt51S7DrA2PilKk0y9etgVKQZAMZqONCe8iUgLXmhR0/7w39G55f495I8DXEyVEQgE1rWXHzder7ehecrMstnmeiUcb6hNgiRVZxV1u90IBoPo6upiWZH5EEklHOc4ZVwuF3bt2rVuglTqx76+vqoM03rwfj9qE7BZ52M6Vys9z3A4vK498/PzuHDhgq3XseJnoOaYbdcCYLdZtJG+FGqRYo1CKdqLzIJG2sU7ass/5zFrspdnQObPS++rIAiOy0UL4GhyNhGCICASiTBVeyQSQSAQYAskqVjVFj+jE6cd4bi81kLP+VUORSFZSRVvFrWcGcBF8wzfH+FwmO3cKpWKbjkKHrnDss/nYwndzPY37TT5PmpkGLWcVCqlaZbSGns+nw+7du3CiRMnTC3uRk0lvGN2LeYVfnyQiYfOa0ffk7aBtH78uCBzSj1MzMlksmXNu3rPS03Tw2t3rAqhlUoF7e3tWFlZYdmRSQuUzWZZ0kAq7NmI+cosW0GT07JCDh9O24qDo1Xp7OxEMBiE3++H1+tdF51DjrhKOxejA15pwqMJ2Ki5hT/O7E6xkRoKaufZs2dVd3t8f1ChOfnnVonFYsxvxgz5fB6RSASlUok5QzZzodIaW3rjjq81Ztc15fC+GGq/I3OFWsVqyoni9XoRjUaxuLjIvld7Z+Tt5K9PCyafxJPOY7Y8gJHEgFZppvCsd99qGlA7nJZ5LZfL5WLzrSCsZWL3eDwskSHNj63mn7MVhJzW0WfLkOeCUKKROXRaFd52XCwWsbq6WlUUjtSqoigyG3Y9BjYJT7zqv15RW7lczhY1sJl8LC6XC319fQ0VsPL5PKtBZoVkMgmXy4X+/n7Dv+FrH6nhcrnQ1dVl+Hy1lHogAU1JEyQ/rhZIO3LJJZdo3r/as+AFEHKUVXLmlv9Gfk/8352dnXjFK16hmS9H/rt6zYlaJtPNtlCa0WhnMpmqZ0+bStKmU5Fbu5ITOpinZXudHM7Uco54PJ6qiKGtiCiK6OrqqnJ+o4rQ1HdK0R1KE6HVnQ0JT3TeekVm8ZgtaqgGJf0yAuX9qHXHamai27ZtW03XAtbucXp62vDxRuodCYJymnw5VKhQDp+oUE8QNmqCsWO8lUoljI6OrntX+HfIyPMngV8e/qzURvLdUCIej+O5554zlXdH7dhaIxu1TKbNFnKsmHPl8DlujNaZ4sP86b0mbQ21JxqNwuv16ubkahZ8dKId/7UiLSvk6Dm8lUolw/4Odi2KrUa5XEYgEGAvpNfrRUdHBxN0yH7Pq0mptIEcs33EVzqmf8sn0nq91M0yX9YykfLFQY0yPz9vS7SV3aaEcrlsSHAql8ssMSUPX6m+0dFkSvDCuTx5Gwk3Zidw3sSkhZZmtVKpvQq9nWiNI34eaCSkManV/ORyuVAoFBAIBNDR0WE4a7mSgErRX7lcDuPj47YIYQ7WaVkhRw9+N6iHKIq2VkduFSqVCsbHx1myqmAwiHQ6jXPnzjEzh9xPRi25llaYo3zyEkUR3d3dANYyGzfSzqwmpLU6NPF5PB7mHK5nLmsFAaBW+JpURDabZX4KrbD7UxJieB8WK23MZrOGtT6bAa3CqfVCEATs2bMHv/RLv1RzP1JQRm9vL97whjdYNvtRKg8ys5Lwp6WxayaOJqeFoZeKbJ5aZDKZTbFgaCFJEhKJBJaWllAoFJBIJNgCQy8aaVr0Er3Jd2XywVssFjE3N7fu+46ODrZDB5Rr6tRKZ2dny1f3VetbWgQ6OzvZ+LW7aKkRzCQLNANtJPR2wa002fPmKB5e28QfS5CQym+ejNyXXGOq9xuzz6mWvjVTSV5OMxY4SZJw9uxZPP/88zWfi96JyclJPPzww6r3Q3MqmSSVvs/n81UbTH6D02o4Qk6LYzQZFNBaE2u9EUURiUQCiUSC9Q+vNTCy6+K/Nzp4E4lElQ+VkmNkrUxNTWnWhlJaYEVRZAnN7EIURVUBW0vbVCqVMDk5CeBiHzd6B9zX12eLv48cmvT13kkaC60yKSotPsVicZ2piG8vCaj8vRqJcFLKkqyF2thQm89q6VOrWqt6YUT7kc/nbam9R+Z9SZKqslzL+5/aRJF28sWdTLTpdJq5ChSLRRQKBXi9XlYTrNU3apuJDS3kFAoF5PN5FsGhVrVcXqRts+P1etHV1YVcLldVsJHPqQGgKocOjxVfmnqGkZqxt8sXWD4dux12+0gkwiLW1M5HFdfVaLZ9fnZ2lglaG51atA/ARaFAvugYET7kC5xeOyRJssXHRhAEhMPhTb1xEwQBHR0dloQBM8k4CUmSFDWcen1M+XEIr9eLQCDAxga5EVDOKzKLUa0rwFytObtxNDkbALfbjVAoxHKCKHU0v/DxqbobYSYIhUINV1MKgoDBwUEMDw+z3Qb/EtF953I528x49RrgfFkKK9AkxDvA1iLskLkhl8uZSvQnb1MzoH6s9/XlE3Y9J3Cj2hMtx/pCoaD4Hphtd19fX0OCHCRprR4d3TuftqHei6Udc6aRNg4ODqK9vV1zw6V2HitzmsvlYn6M/IKtpTEj7Q8viJXLZXi9XoRCIbjdblYTC1ibO3w+HyvkSfOy3CzaKOwWcDa0kJPL5fDWt74Ve/fuxZVXXokbbriBJT2bn5/HjTfeiD179uDyyy/H448/zn6n9Z1dlMtlLC8vI5FIGIq64VXljVhs/H5/w6R0EvYikQgL36UXjO6bX+DtHJT1GuDlclnTPCXHyCSsZk7R+22lUkE8Hm+6JsYqjfJLk4+Fek5+epMrfa+nnVR6pmbbHY/HG9bHau1t9kJjV14zr9eLnTt3qpbc0Nqk8s/A7DUpaZ/e79QESvotnyKB/vZ6vUyz7PF4UC6XmRDe7Oe2mTEslt922204deoUjh49iptvvhkf+MAHAAB33XUXDh8+jNHRUdx77734rd/6LTahaH1nJ1Ze7kYNqpWVFcV7drvdrKaUUeQvldvtRjQaRU9PD4aHhzE4OIidO3diaGioqjIumZJ8Ph+CwaDuRKzlbwI4Na42EkNDQzXvFCORiCUTgFXs1nxajeKSO87rjftCodAUAdjovRlZ8EVR1DQR1XJ/kiQhGo3iwIEDuseeOXMGjz76qKr/1qWXXoq3vOUtthcbrnXzy/dxsVhkbgLUTkrwmU6n4XK5WMXyZrEVNDmGZhO/34+bbrqJ/X348GHcc889AIAHHniAaXUOHTqEbdu24bHHHsMb3vAGze+2CmpqcFKPAmtCw4EDB3D69GnNUG7y1vd6vRgeHkY4HGZOrqFQCKFQCJlMBplMhu0O+EmgXC6jWCyqqtRpMaCXUw21SYCvqN0seL8j+rean5YgCNi5cycmJiZYvxqtGEzZpHkBVu6XZKbMRb2Ix+PsmVvNL0ROlLViVNiwIyUB7bT1Jl++TfL2qf27kZgV0ARBQHt7OxKJxLpnpnafPJRY1Kpfnl5bU6mU4WrmuVxO8XyCIGBychKpVMq2uYbmTrX2q/WZWiZjckwH1u5DEIQqIZjm2WaXW9kKWNoyff7zn8fNN9/MJtC+vj723cjICCYmJjS/k3PkyBEcOXLESlM2FLQw0m5pZWWFfZdIJFihSrWFkRbikZERtLW1QRTFqoipZDLJisSRvVe+K3O73ejt7cXi4qKtk7oVfwC7nZX58+lFh9HktLi4yKJkzEzs8sga+TXVrttoaJdYSwJFu56R0f6wo9/0hBt6R/x+P1tM+eOVisY2+nlq1crS+k0wGMTq6qqlDMXJZNLyfRoZJ5VKBbOzs4bOp9YOSZJY9KhdyJNAGm2LWrQcCTmCIGhGszZbwGmFOaremLY73H333RgbG8Nf/dVf2daIO+64A5OTk+y/jY5STgS3240dO3YgGo3C5/NVCR+VSgUXLlyA1+vF4OAgQqGQ6rk9Hg+6u7sRCoUQDoeZ4CRJUlWacTqvJF2sRE0ZVKempti57DI90XWNvLTBYBB79+611VdJFEX09PToHkeaLxKIlpeXmVCpJFwqOSkbdVpv9gRmF+REqQZ91ypmTCPPh94NvhI6/Z8SudUT8s+g9iq9C1bKr1QqFUxOTlrWIDZj0WuFKDE7sqjTuCOH5EAgwBLRtsI9KrEVzFWmZqV77rkHDz74IL7//e8jGAyis7MTHo+nSjI/f/48hoeHNb/bzHi9XgwMDFSZhDweD3bv3o2pqSnmJM1XKAbWJidynm5ra1N1fotEIsw5jhZRPl8Dr1EhoUMeVUOTarFYtHUh5qPbKMxaiWKxWJXDxw6KxaKhHSIt2HomNy2M+GcowQu+rSIQKNHX14fOzk4Aa21+9atfjba2NtXj+d0rcFFQ4P+rBTNOoDTmjY5r+QQtF9atPmsepYSB/LuntghSHSV5e/Uw0+d23F+tmDXH6X1vp0DBJ4tUExxpvFEkZ6FQQDqdRiqVQiaTQaFQaFkBYCtg2Fx15MgRfPWrX8XDDz9cNeG9853vxBe+8AX8+Z//OZ5++mlMTU3hta99re53mxFKOEf2V0KSJFaHSGvyLZVKmJ2dRVdXF0ZGRlhiKUqyF4lEsH//foTDYbZjoJdHzbmUzDLy69qR+EsQBAwNDWFmZkZVpS6fQGniXlxcRDQatdWurtVOErhIxS0XwLxeL5uk+O/43/LQbo2IRqNVqv6hoSHkcjksLCwwu7tcwyA3F3o8Hlvq3Bh9tj6fT3EhTSaT7L4lScJPf/pT5PN5XW0O3+5oNIpAIIClpSVWdqQW6Pd8HTb6Nwn5dBz/b8CadkJ+r0r3zgvp4XBYNT8SPVf5vdD/afE0qh3k/Y20MNLnatFLVs9XK/L7UuoTrXYo+cop/V5P68yPZ7qemuabNpKVSgWFQqGl6o3psRWEL0NCzuTkJO68807s3LkTr3vd6wCsTZBPPvkkPvOZz+B973sf9uzZA6/Xi/vvv5+ZYrS+24xQ7gp5/pm2tjak02lDtvVKpYL5+XnmnOfz+VAqleD3+7Fv3z60t7fb0tZcLqf4kptxHna5XJidnWW2Z7Vj+AmFnyTIX6ReO0mazEqlku4EPTg4CL/fjxMnTqw7h8fjYc+AJjI58mssLi5WOR+KolhVwmHfvn1YWlrCwsJC1Xns6gsjz4/uQ943FLJPn8v/VoMXprPZLOt7vkp9IBBQHXtG4QvCamnl7IZfgOXX1Lon+XihxdKKiUQe8WVUs6Pl3yI/Vslhvp7JPuWYjWrjIbO93m/0zivXCKltdiqVCotiTaVSLVlpfKtjSMgZHBxUfUl6e3vxgx/8wPR3mxHqI3meBopyoqRkckk/GAwiGo2yPCyUnZeP9gmFQujq6qr7PZiplm1E6yC31fK7KL2U9XZompQmMrfbjWAwWJXMb2JiQnERl6SLNWr8fj/K5fK6xUkQhHVRWfLIEJp46Z47OjrWhY6qRWoowWs0rFDvRatYLCo6sfb19WFiYoI5/RqNZiPku/xt27ZhYmKiIQuw0nh0u93o6empquWmBy/41RteU2P0fWpkwV2z2DU3WPm9XEMIVG9K1CJpW1lb0spts4vWdQzYJFAkgNvtRltbm2INpVAohKuuugrXXHMNOjo6MDIygksuuYSppmlnZTaawIrWrFgs1nU30tbWppiDh5843G63LVlA5SnXtT4vl8u6zpqJRGJdluNYLIbt27crHq9kqiOeeuop5gCudowWRhcivWKh9UQp2uz8+fOsOrOW0G5ECJAkCXNzc1WpEuSCqt0+GnJ4AVer1AewZtKyK+u0UUdPsw6hdjqQ1iO3kprmqRGojSV6F+WmaLvmsXqyFRyPW68s6iakUqkgn88jFoshHA4jn88jlUqxQbGwsICf/OQnOHjwIC6//HJEIhEsLS3hyiuvRKVSQXt7u6VIKL2FsNZdhpldFV2LD5vnCYfDrCgiVe6t9Zr88fy9StLFauy1vpjZbJb5nMjPpXVupfs7cOAAlpaWFIUfAKxuFvWhEW1Mq0V4UZ8UCgVcuHABwEXHXBIyBUFAJBLB6uqqYh/yY6BYLMLj8UAUxaYkVaPNB/nIafV3rWY6M2ilh2gU9fJNkWvzmhG5xGtdScgKBAKsuCdp4puZ6M9hDUfIqRGjav+2tjZ0dHSwarTySSeVSuGZZ57BZZddhnA4jO7u7prbZsSUZBW547MeWqG5amYiJcy2mRdseOwIGdU7jyiKbOGORCLIZDKagufS0lJVBWQ5ci2SkumzVZA7AFPUklL+GaUFWUvAkZvq+PFjRtC0E3kSSKXn3KjEkHLB3i4TTzMhc698riiXywiHw1W16eQIwlqxz6WlJdN9wPehnkM0r1GimnuN9GWywkYeE0ZxzFU1YnSQkBMqOSArvSS5XA7PPfccfvKTn2BiYkLxpVVzcBNFER0dHdZuwgJmo7PIB0dN45FKpVhmUKV6X11dXZZ9kpRUxo14uclhlzJS07/VmJqaUtV0KdGqAg6wPrEkCblKSdeUEmBqPR/52CsWi7bsmOWOplbLS7SKTwsv4G/0xUyrnhQV1tT7PWBeCyT3J1SCNPW8OavRTvEO6jhCTo0YNdVks1kkk0lks1mEQiFNTUUikcCzzz7LskO3tbWxzKenT5/GY489hhdffLHKR6dSqWwI1aheFlZJkhTzSqRSKayurppWTQuCgP3797Pie0rXrDeiKDKH8o0y6QUCAcuLvJpmTskJ3SxKJiG7nqNcMGt0SQ6Px2Orf4lS/9JCXG9fpUai9Pw9Hg8bv5K0lsKDIq8IMxs1LUGRsth7PB60t7cjHA4jGAxuiD52fHIcaoYifNxuNwqFAorFIuLxuOqAIOlfkiSMjo5iaWkJXV1dmJ2dRTKZRLlcxtVXXw2Px1Pl2KdUZkCO3+9n9VKobUB9F3srfi9KgoBVrYUkSThx4gTLZcEnLDRDLQKSmSrqtWJH/bBoNIp9+/ZhYmLCVNQQYdTUWO9J0a7IFi2Tg53mCKWwbUD9WardH2+ikh9PpjQtXyc6hxK1RvVpYee51c5jd/FXgsZBpVKpmpdFUbTNNG43rSyY2Ikj5GhgxyQZiUQQCoVQLpcRjUY1CzoKgoBdu3bh3LlzKBaLrFotX++Lco/09/erXpN2MXLBgBdwAHsWGaNJyZr5MuXzeUttVBIC63kfwWDQsHOqy+VCIBBgRV4JO5I8ZjIZHD16tOnFRWvFrmcVDodVk1baIeCQ2YTeTY/Hg3A4rBlNacbMwqMm4BilnqY4O9+tZsw3SuVEgsFglaajVUyZWwnHXKUBX3/EKtlsFqlUCh6PB21tbdi+fTuCweC68EpBELBv3z50d3drhnBLkqRrliqVSooLlN0vmJHwTeo/eW6JRoV9yjGjQuZ3Oo3Y9eTzecWkiUoEAgFcffXVit/V2k5KTd8qpjVS/xONjqjRKnZJ7alFQ+D3+6tSSxg1lVlxwtf6DX0v71+jfV1r7p9WGW+1IL8Hj8eDWCyGtrY2xGKxps17ajjmqi1OqVSCz+er6eUtFosQBAHbt29nkVV79uxBJpNhDnPRaBRerxe7du1i5gGXy4Xdu3djYmICuVyOpSt3uVzo7u5GR0cHVlZWFH0UgIv2fbvrUxE08ekJTpRDhH8BGjWZeb1e1j76P+8E2ygNjVHk/gJakO8SaQOVopZaCRq75HxshkAgUKXyp3umZ8Y/z2Y8R70kjnomLX7T4nK5UC6XNaPsAOXxaof5mczrfHu9Xq8hobcegmeztcBmoUSnfPQpr+Eh7etGuqeNjiPk6CA3BxiB96uhyJp4PI7+/n6Iogiv1wufzwev14u+vj5EIhH2W7/fD7fbjcsuuwwjIyNYWFhApVLBpZdeilAohFAoxMwaai+KKIro7e3F5ZdfjmeffRaLi4u2mx7MOOwB+pMVnwnZKvJJfmhoCPPz8+tCrzfqBEO1pMjJ/Mknn2TftYoaXO05B4NB9mzNCjny0hfysSyKIm666SZ873vfQ6FQaMrCqPR+kQ8YP6Y9Ho9m/hQr49+qcKFmjpU/HyPmXqB6DGqVQJHj9/tVfe60rms2jYUVrOTl4kP45b+nfmmVIJGNOheaYUsJOY3IWeByuRCJRJiTMPnGiKLI7Po+nw8ejwehUAg+nw+pVAqlUoklARwZGcHOnTshCAIOHToEQRAQDAZZ8UhBEDRfEgrD3rNnD06cONFUD38yTen5AtjRRhIqh4aGMDU1hbNnzwJoDTW4z+er2QFZTZBRMt9Eo1FkMhnbhVt6hygBn7wsg9oztrJZULquGuPj4+xeW2Hidrlcqn1vd0kHq/dbz37SK0bMYzWooFGlPOyam4hAIIBKpcJSZjRzvLbCu1JvNqSQQ7WHMpkM291q2bFDoRDLU1NvT/dKpcLMSMDFZHH5fB5LS0vwer2IRCIYGBhAMBjEysoKzp49iyuvvBLPPvssZmZmcPXVV7MXi/KrAMYjA0qlEsbHx/Hv//7vyGQyhnbO9XIgjkQiiMVimJyc1DyvkhOtVRKJBNOk8ep3pbbbGdGhteszOyGbEcjlx5EQXA/HYbqW0o5fC16jp0QtppZSqYTR0dGWmrD5ytT88ymVSrqmKCMY0YwC2v1ptM+tvPcbzWld632zc1yRKYt8sHw+H6te3yra2M3GhhRyRFFEW1sbisUiYrEYUqmU7i65EQIOobbIUc2kTCaDhYWFdeaHlZUVbN++HYuLi9i2bZthJzV6QfnMn7lcTneHJC91oHesFVZWVjQT3NF5tRZMM6asSqWC1dVV9jf1by1h4/RbIwIRfx0+ZNeMQCB/7oFAQLGQJZlC29raWIkEakO9J0yr51d7DnrPR+vZVyoVWwQHJQRBgM/ns6Rt0NLm2IGWkNJKAh8AtiltVcz2l1WhnM+gTIIObWTN1ia0g1YbJ/VgQwo5uVwOk5OTkCRJdfLhB6FdGgI7ke/wEokEPB4PLrnkEgQCAdPnAqCZ2lwNtdBp+Wf1ehkkSYLX69XNJ1Evk5tWf8nvWe1YMkUp9Rnt3MxocvjrkNOi0jnobzuF91ZPQ99oahEY67WpkpdrkP8NGHtfzbzTgiAgGo1i165deOmll0wLb43MFWUFI33Bb0qtzoeUKoA3MZOGvtUTB25UNmwIud0vcSvg8/lqCjE0OxmrOe3JtRFqicVqgf99sVhENptVDUlvhGbCCPJ7DoVC6zRMXq93nZBai9BQqVSQzWZVz5FMJg0n7PP7/br+IHpt7ezsxOWXX27oenKo//Ta0GqTfb2i1tT6Qc8srad91Yq8MpNCQX5sJBLBK1/5Svj9fni9XkPnIFrh/a0V+byoh9q7RJGv5GIRDoebVmjUCSHfwFjtcDIvNNohjELGzU4etWDkHtUc72rtG3lEh9vtZpEH2Wy2YepjM8jPTSp4eYJHr9eLbDZrW+0arcmPIniMYEetq2Qyqbsrlz8LeXh3PQvH2gUJ3PU0N6n1g5nrmtXG6H2ntumRJAnxeBzf+MY3VPNwGYXyCrVqJmA1+OdlpN+NCPMej4dpdppBK7xr9WbTCjlW8Pl86OvrY1qFXC6HbDZb95dRFEXs27cPO3bsqOt15BhxSmyE0EcqXHLAs0IzXlZ5aDOAKl8ou9qktQv2er3M9EmRd0bHK2kMzCxYhUJB9/yU04nP47PRUBJQrd4LmRuN9rNZ0478XeU/A7TLaZAwJ4riOiFY/jsjfn5G0Msr1OrUOhfKtR5KucQc7MMRcjgoR83+/fvZZFEoFDA9Pc1MEz6fD8eOHUOpVEIsFkN3dzempqYUHUPlRKNRDA0N4dy5cyzyoqOjA/v370ckEmmoutLv9xtyNu7t7cXc3JwtL6AkSU3ZvRnN12EXvO2er54s12zYAQkSFEVGmh15xlot04YREyk5+ysJdgQJACR00UJGY71e2L1gejwevPKVr8TTTz+9blGna8lztGj1MT0XuZmJNwcp9Y/SOSlqSwkjGciVIIFO67c0nu1Efh8ulwt+v78lHJTt0q6Qqd1IZGyzzFWbHUfI4VhZWUEkEkEwGGR+EF6vF729vcjn89i+fTuSyST8fj88Hg8OHjwIQRCqIluU8Pl8aGtrw759++B2uzE5OYmRkRH09vYiFAo11ERF8JOuFvF43LZU5PTCS5JkSyFJM+jtwvn2yCc3s22UOw4TVlLlG4XOVyqV1t2r0r1TAjaj7SiVSlhZWTFk8pBT7+KWdqfKlySJ1e5SOjfvh2XkmVK4vcfjYRmf5SY8vdB6Qq/PrIwrpXtROq+dwrnSe0b3xn9ebwEZUBYm1fqZd/I20he0+XBoHo6QI2N6ehrhcBhnz55lvhaSJEEURYRCIXR0dODw4cMQRZGpoPfs2YPV1VUUi0UsLS2xUgqiKKKjowOXXHIJgsEge3Fe9apXAbiYKE8eIq30AnV0dCCVStmmkTA6WdUyqfl8PvT09CgKga22g+CfAT0Hj8cDn8+n6fjbCuglGlRqu5VxZLcDrpU+tWJi00IQBJa8kx+TWhGZVscu32Y7xn+jNgoulwsHDhzAqVOnLPnLGcWsxtWMoKGWgoL8YoyObbvvndf4NoNWm4frgSPkyKhUKpicnFznGFcqlZBOp9HV1QWfz8c+93g82L59O/ttqVTC/Pw8UqkUhoeHWSSCXINBkIc9P8ij0ShWV1erBmCtyd3kDqqN8JUoFAqYnZ1V/K6Wl4vazk9yZh2P5QuEUnRAq0X5qFHL7r3V4ccpbyoyAo0PvsyKnHqYYYy2q1bIZKb1vZF7I18epeSF1N6uri6cOXNGNXJLS4gwYhZXiuhUazsd7/f7q4raqhGLxbB79248++yziv5J9Yqe05qTaM5vpoADbA0hx9GjKdDb21slyABrlZAHBgYAXPQ5UHJM9Hq9GBwcxKWXXorOzk4WKaE0mCqVCubm5vDII49UJbCTCzjAmtOf2svs9XpNL3T1dCKm3XY9JhBRFLF9+3Y2EQYCgarwWKPIn5/S86TQdqXnrARfiM8uyClUC6vOoPVUo5Mfip3XoE2EkXxKlCQRANra2jR9IlKpVF0ne3kodi3X4t+vUqmkaho1Ay2yaqUYyuVy1Rzl9XqrcrtQYju7ojD1BE86J72bemHxqVQKZ86cMd0OvTYaOUbLT8uqD5WDOVpSk0NmnEZXVSatTH9/P8ug6na7sWfPHpRKJRw/fhylUomZBtxuN6644oqq/CO882WhUFAd5OVyGS+99BKWl5eZOYswOzH4fD5VQYrgtTg0QclNHHYVvDMibJjdzdLx5XKZaYd4R2ayfev53ZjdtZs5vh4RaOVyuW45RrRCmJWibQDjNbj496AebVTD7/ez/y8tLQEAlpaWbHkues9XbeceCoXg9/uxuLho+Hx6zuJyotEoOjs7MT4+brrvrZgu5eHUcnOfnmaVv796axPK5XJVqZ1WoBX8dJqV2+YjH/kIvv3tb2N8fBzPP/88Dh48iHg8jte//vXsmEwmg7Nnz2J+fh4dHR24/vrrMT4+jlgsBgC45ZZb8Id/+IeGrteSQg6w9tIWi0VW1LIRbN++HXv37mU5a2KxGLq6uhCLxbC8vIxnn312neB14cIF7Nq1S/F8aotTPp/H2NgYpqen0d3djR07dhiuS8VD1ciTyaSpl0apPynsV6+8gpG8OnrCKe1ijIame71etLW1YX5+nuXRAVClMdLb/ZFKXknQMeLbwP9Obj4hNmrCM3nZCDKh8tDGQ0nAUSt3wfeTXeHYSvBjKJfLwefzVU3gdgk47e3tTHAyApkjcrkc8vm8KZOqloCj1G/0fBoxV/IbC3LCNSPg250nR++67e3tuOqqq/DjH/94w5hpNzPveMc78Md//Md49atfzT7r7OzECy+8wP6+55578Nhjj6Gjo4N99rnPfQ5vfetbTV+vJYWcSqWCpaUlTbtsPeAn6ra2NqbuBtZ2YwcOHGAq21QqhYWFBZw5cwZ+vx8DAwOqgkahUGAOxslkEmfOnMHMzAyAtVwrzzzzDC6//HKW+VLvnmlC4ScJM/1EphneT8eIxoAm+mQyWZOWzegCxEcMLS8vs89cLleVgCT3zVE6J92b2fFkRni04ghK/lfNRC64KJnulD4D1syHe/bswfHjxxXPrVaSwk745y1Jkm35XOTXoDGo1w5RFJkpSRAEVV86O3fRiUSiqvZRI3zutN5hrXurVCoN1dLLUyo4XKQZmpxf/uVf1j3mX/7lX/BXf/VXtlyv+TozFZrhEDgxMaEaDu73+9Hf3499+/Zh37592L17N8LhMMrlMk6ePKmaJycej+Opp57C4uIiZmZm8Itf/IIJOMDafY6Pj+PkyZMsikvvhaSBSZOn1RfYbEhzpVKpKWEfYVRN6vP5mDMkTYput5sVtCsWi1XJz/R2k2rtVlvAlX4rryWl5Z9lxN5uRPuzZ88eVU2fmhBmxJeHMPM85dcrFos4efKk5rn58/t8PvT39xu+XithdEHQMx3Xm6uuugr79+9v6DXN3m8j+2d1dRWPPPKIadOz0XmVfDGtQqkFmgHNxXb9l0qlMDg4yP47cuSI6TY98cQTWF5expvf/Oaqz++66y4cOHAA73rXu3D27FnD52tJTQ6PkcrPVhEEAV6vl+1ktRJtKbFjxw6MjY0hlUohlUohEAggl8tBFEWIoohKpYIzZ85gZWUFR48ehcvlQjQaZSpvn88Hr9eLgYEBdHR0sPwZZiCthpl7pgHJ76b6+vqwuLiou8OyY4csiiLK5bJuvg8l00ipVEIymWTHiKKIYrGIYDAIURSRSCSYGc+KWUqOmmlPyeFTfqyR58KHKqvtvpeXl9nnfKJB+rtSqRj2leHR2u13dHQgnU4rannkKOXk4fuI/54yW9uBHdqKWvyolKKClKJ3ar2OGTweD+LxuGOWqRHSvBuNaK1ljaLI281AOBzG5ORkTef4l3/5F7z//e+vWovvu+8+DA0NQZIk/MM//APe/OY3q2qP5bSsJsflcqGrqwvt7e11c9KKRqPo6+uD2+1GX18fdu/ejbm5OUOq1EgkwtSgHo8H2WwWo6OjePbZZ1Eul1EoFHDu3DnE43EAYMnAOjo62MPr7OxEOBxGLpfD2bNnDWVNlmN216h27NLSUl3r9PCoaato9+R2u1niRCWhk1eT07NKp9NYWVkBAM28NnrJuXhNjRKVSkVRQCOfJv44s6j9ZnFxsSrUnT+O7p+EEWpDuVxWHMf8vWm1sVgsMu2l2XvQKjZISQWBi4UK5e2jaCilZHGUb0oNQVirls1H3Wlh5+Ji1XxjJ263G/Pz81Wmq3phROvcKpjtfzP1uWhOsEozBRy7NTm1kkql8MADD+C3f/u3qz4fGhoCsPZ+f/jDH8bZs2fZ2qpHSws5nZ2d6OrqQn9/vyXHXC1EUUQkEsHi4iLK5TLa2tqwe/duiKKIZ555hhVe5Ac6ha/Ozc3h1KlTOHnyJERRhCRJOHHiBNPqHD16FE888QROnjxZtZCk02mMj49j9+7dbMLu7OzEnj17sH37duY5Lu+HRpDP5zUjIWqpkiv/XSaTUa2xQ/+RWUw+0SiF4/IOnUYjYIyEe2sJOvJzRqNRzXPZhZrTKb0fesIVFULVuvft27cjl8th27ZteM1rXmM6zFXpuSmhlOdFEAQMDg6qamnovErf07MtFovrhM56YHZSb4RAkM/nkcvlWHRovRAEQTc0X368Q+vRakLO1772NVx55ZW45JJL2GelUglzc3Ps72984xvo7e1FZ2enoXMalhx+9Vd/FbOzs3C5XIhEIvjbv/1bXHXVVRgdHcUtt9yCxcVFxGIxfPnLX8Zll10GAJrf6UG5GDweD7xeL/x+PxYWFmxz0qSOo90uRUDs2rULP//5z/Gzn/2MaWmoM+PxeFUIOQAW/UUPuFKprAsVJQRBQE9PDyRJQjQaRU9PD3p6elhdICWUBo5esiyjGHHYpTYofWfEXOByudDe3o58Ps/MTDxk1pCfP5fLKV6XhFNeiufbQKYqpZ2VUmi0/B6s9Gm5XF7nlFqvbLRKVceN+BQRpFHUenZTU1MolUoYGxvD+Pi47eZieuZKeVnK5TKOHz++LoKN7pFqdWm1X0kjWk9zkdGoKb1NBPUzVaZuZROGJElYXFw0XJvNbLJO+W9boS+spr2w+vvNyu23347vfve7mJ2dxa/92q8hEolgbGwMwJqp6nd/93erjs/n83jTm96EfD7PLDzf/va3DV/PsJDzwAMPsIX4m9/8Jm699VYcPXoUt99+O2677Tbceuut+PrXv45bb70VTz/9NLsZte/0iEajyGazCAQCcLvdCAQCttR4crlcGB4exvj4eJU6nxa+1dVVeL1eJrzk83nNFO96YZCdnZ1sQeY1Ir29vWhvb9dNmKam+rb7ZSEtiBnhSc+nhtq5c+dOzM7OKgo5lGmVfxaVSgXz8/OK56XSGWqk02lVJ2SKIOMXUBIa6pHPpR67VyPPXe+6emZREqKKxaLpKBg94Y7XCGo5gmuhJNTROb1eLxOEahXOjC5Ktb6LkiStaytvdmw2WgKlksZOSaChpH1WaGXBQC1LNHDRf46eYSveRzPa9MUvflH1uyeeeGLdZ6FQCM8884zl6xnW5/KaBirUNz8/j2eeeQbvfe97AQBvf/vbceHCBYyNjWl+p9uo/3+nNj8/j8nJSYyPj2NsbMywDU6LSqWC6enpdQ+XVK/xeBzDw8MYHh62Rd3NL8gUndTX12dY1VYv5GYfPmuwkclIr2/IxCFJEp577jlMTU0pHid3gNbDqICn1D61xbEemYrldnojJh+lNni9XvT19bG/jSx6fP/4/X7DUVZ2oOU3Q59REVH550oY0VLReOUj7+S/sTKZ17IA1CLgktDdKs7D8nZQgWKzml+gWsgl9PqKAkSsYuRZtLW1VSVkNXoOLTN+q2vjtgqmHF3e//7348c//jEA4Hvf+x4uXLhQ5S8jCAKGh4cxMTGBWCym+t3u3burznvkyJGqUDNJWssBU6lUmBbFzsGipH1ZXV3FT37yE2ayuuSSS1Aul7G4uIhCoWB5R8W3u729HQcPHoTf72eTcbOgiYgcfemFpNweevAZhqlYKW/G43d4RvvOLnUufx9a5yNNndfr1b2u1Ugej8eDnp4e5PN5FiXFJ0OUH8uPTYpCU9KAGYXeIy3szKkSCoWwc+dOvPjii4qmQF7Tw4fhy9tDxxhpJ41jMhsqmUpaZbEx2haPx4NgMMictI0QDofZRqoe0Lwgd7yX35OW8CM/F19SQg2aX6yi56MnSeuTX8q/p3/Lz1coFFTny3po3O2m1dtnB6ZGzle+8hVcuHABn/rUp/DRj37UtkbccccdmJycZP+RvTeTyTRsoExPTyOXy8HlcmFwcBCSJGHHjh24+uqrbdvlb9++naWdBy46gTYTSbKWj8jr9bL6XmqRPFbaooVWf6lFa0UiEd3r6glhZp8/H6EVjUbxnve8B9dcc02VtkzpnIVCAZFIhAnAJHjWErZv5NkaOUZey03rXCSo6YWbqwk38s/4vlRzdNVyfmzGRC5f0M1qdorFomn/Q6WIIDs1lNS/xWLR0pzBm7Cpf4wkIS0Wi7YndySoHalUSlE4pO/5AAe1YzYireZ4XA8svQG33HILfvzjH2NwcBAzMzPsxZIkCRMTExgeHsbQ0JDqd7VgNWxREARD2hOakDweDwsTtyO02uv1oquri53f5XJBFEXbo8YEQWDmAqMRUZQfyIxzYDabZb4djVKtayXd0nLq1IN/QeWmK6umLLfbjUgkgkwmg4ceegjHjx9nZiMtodDn87HdLWkuWsEvQ+v5Uns9Hg/y+TxOnDgBSZJMZ4umqC8KNpBrdOpdSNMs9C4bSd6ptVjatXjmcrl1WupGvJdWn4nRxVHNiVnt73pAmsJWGn8OxjA0CyUSCUxPT7O/v/Wtb6GzsxM9PT24+uqrcf/99wNYC+0aHBzE7t27Nb+zAplVyBHZyu+NLBaxWKxKW2BX+nG5KUgQBFabSw2ji4R8srUiOPERYnTtRk0eRq9jdndbqVSqjrcqsFCVdzO/JTNTLpfDsWPHmKZQj+XlZdbmWoVrURRt0xTyGad5fD4furu70dXVxXLTaDmwa/VhKBRi35OGUW7W2gyLjPwerNwTRZ62MkrpHowcp4dcS0blcOxE7q+4WUPgt4Imx9BbsrKygne+853IZrNwuVzo7u7Gd77zHQiCgC9+8Yu49dZbcffddyMajeLee+9lv9P6ziwUUu73+yEIgilbNQ1QrUioUCiETCaDwcHBqolc6+WhGjWdnZ3w+/2YmZlRFaSKxSKWl5cRiUSqFkyl85NalxYJPQ2L/PPV1VXd38htzXIbu9frhSiKddk9qzk8N+Il0RJW1Jxh5SHnRqE+NbOblo8f8kegRb5cLrMClPLxfOmll2J2dpalMKiHUFAul5mvECXRvOGGGyBJEn70ox9hYmKC7Xj1+pnui549VQuXh4/Tv/XyFlm5V0EQEIvFkM1mNTNG643PRi+CFLnTSMzeozw0Xus4LXOQ3H9Hfj7y2zTTPtLW6xUkJrTa59DaGBJytm/fjqeeekrxu3379uHnP/+56e/M4na70dHRgUAgYKoSMKDtAObz+VAsFpHNZrFr1y6WaZdIJBLo7u6uCmkWBAF9fX04ePAglpaW0N3djWAwiGPHjmFmZgaDg4Pwer148cUXmWOaJEkIBoOGHY7VfEyMsm3bNmQyGdXMp3rnonw0lK/GCkoOiWoLvt/vr5vdvRkLAmBu0aVdeblcRiAQQKWyVr2adpGXXHIJ5ubm2POUR5y4XC4sLCygUCgwIYiOszu6ihYIcqp+5StfCQA4evQoZmZmDPt5UcZjM+UolJyPa6kVRX5bRnxDeMz6stlVnoYWWz6nTiOo5f2ppY1KldXt0tpotcuqr6IRSqUSisUiXC5Xla9bo4WoVta+2Elr6zs5KpUKgsEgAoEA5ufn4fP5EAwGkc1mWaFGMxMJTdIUKdDV1YVrrrlm3cAfGhpCNptFMplkAtbOnTtx6NAhJngRBw8exGWXXcaEpIWFBeRyOQwMDGB0dBS9vb3rXlB+16pUA0gNtV0NkUgkqkJ1lUKntQY4+dxYffGU7OZa1zMq4FCeo/Pnz6/73OykpKdKJ0FCEARWVdrMpED3TD4malEvck3atm3bEI/Hkc/n2TnOnj2rmm+DtBGJRKIqWk7pPmshFAphZGQEx44dY21eWFjAI488AkmSsLCwwK5rZCHq6+uDIAiq6QXUUBJaa7nH2dnZms+hRysvJkbeHa33t1Wi18zOAbw5WD5P1mss8EloBUFAf3+/LfnfrNIKz63ebBghJ5/PY3JyEj6fD+l0Gl1dXQgGg8hkMkilUiwBmJH6T4IgsAKEwNrAvuSSSxQle5fLhY6ODlx66aU4c+YMALAdthL8rvlVr3oVgDUzWVdXF/OPMDIpqAk/hJaQ43K5kMlkFAUcsxNBLU6FQHVEhVamWrWwajmVSsX0omikjQTtHCVJgtvtRltbG6644gpMTEygs7MTzzzzjG4CSB5BWCv50NXVhdOnTyt+D6DKbEPjjNpDOz85ZC6VJAmJRAKSJKGrqwsej6fKh07pmkYctZWO4bWckrQWBfnDH/4QwJqZ1Iy2IpVKrRPGjIw3vWPqWdTXKq2S80aJWrNzUxb8lZWVpi6aRlMOGPltvUgmk+xd5k2wrTw+NjobRsiRJAnpdJoJJktLSyyagDQORic22nX6fD6Ew2EEAoEqjQywJsisrq4iEAjA7/dXmQooe69SrSkel8uFUCiESqVS5QAqnwj4zLuAsQFvZKHVC+GtN7TAp9NpXSdaSg9v5BkqLfhG7ou0HPK28M+DqscXCgWUSiXMz8/j5z//OSRJwuzsrCVH9EQiUWVm4q/Hp/Dn7f50DF1P7rtEjuxyZ3ElXzWXy4WhoSFMTk7qaqOoDUq+FOl0Gi+++GLVZ3wuK7OCBe8ULggCrrjiCoyNjWlmGDdCvQQcWpTkGoCNvkDV6uDucrkwMDCAlZWVlipJwTut242V88prIZbLZczMzMDr9SKfzzdlHLXCc6o3G0bIkZPP503Z8uVIksTqVXV2diKdTlflVBGEtYzOJ0+ehCAIyOVyVSUAlpeXq4ScQCCgqEUyOmHzixhPLQO/mRMw3Uc6nWaLjlaouV1RbHoomTn4z5TMZqlUCoIgYGRkBOFwWDFjtt715P8n+EmP1NbyvuCFYN5ZUq5a53PU8Jo+j8eDAwcOYH5+3pCmkwSoekCmJqWMxOfPn6+bXxaPUv0vI1DaB/63G13AsYNisYjjx483zMejFTQ0Rs9bKpWQSqXgdruRSCTWvVflctnQO+lgnZatQs5DzpN2hwkCa5Pr8vIyFhYWMDU1xXamTz31FF5++WXk83mUSiWmBaDfxOPxqoFea8I2kuTtXFyaOQHThGfVKZScUtWwkkZAafHWaxsvnMTj8XXCsNHrqo1dfmHgw4J5YZdyxkjSWiI2vs3kM0Tw4dt0r4VCAd/73vcaIkDoodXfKysrquZXJdxut6VxYFbAueyyyxAKhVAqlTblgkRCdC3Qc623FofP52UHfr+fVb03g8vlMjT2VldXkUgkEI/HVed2n89nONmm3dgZPt6qWqENIeR4vd51k7mdlMtlHDt2DC+88ALOnTuHH/zgBywUFgAGBgYgCEKV5mhycrJq0Wj2A+ZfOLfbrRv63uxMy3qEQiHNNtbb50IpN8bq6ipWVlaQTCarqi8D+kKXVt4h+o5PsMiTz+dVq7Lzf/OmLl6wIgGp2WMUsDdx5OHDh3HppZfaci413G43+vv7NaMiPR4P2tvbNc/TrEXMCJVKpUrwsyI4Ngq7hRzStOghF2pIq6eHkvDIp7HweDzo6upCX19fXTbxejhCTpMJh8Po7OxklcDrubCVy2UkEgn84he/WBcFMz4+vm5iTqVSWFhYMHWNeoZ78toAcppVu57P50NnZ6dqmDpprWpNglXL71dWVpDL5VQnXI/Ho+sTpdQeo6i9sPQyy/MKhcNhzfOpabQEYa0ivdbCouUkzO+cRVHErl272HOnz+uRL6deySLlwiOgrpF88cUXMTY2VtfFoVwu4+GHH65KISFHkiRNDY/b7cbOnTtbMnmf3++vyrBtNd1CI8KfXS6XoVpsZiiVSkgkEoaiywKBQNXvstksZmZmEI/Hq95vSZKYBkcphUcoFEJHRwfToFEWfycPT31oaSEnm82art9ST+RVakdHR9f5BRUKBVXhx47yEIRcW8NHY/Gh8UqkUinVSZsmPN5EoobRl5JeYJfLhba2NkVNk1IYpVbuklKppOpkqwY/mWi1XS2RojzySD6paZ1LDUmSMDc3V+V8rLQrUhNI+/r6cO2117Iw9/n5edVQc0BZiJCjVzolGAziuuuugyAIqhXHjcCXbjBSn0pOMplENpttul9MuVzWNAWWy2WcOnXK1vffLvjiw16vl+VoMouR8ar1uR4ejweHDh1qmga6XC6v2/ySX2gymcTU1BTm5+eZ0LS0tKQqPAWDQYTDYbS1tUEUxaZqQBxNTpOxo/CjUdupHt3d3RgaGqr6bG5uDj/84Q8xNTWFXC6HZDKJZ5991nSyQj2UFhG1AVUoFJDL5XTNAnLfDgBsoaSdqZ7mzIg/iyRJ8Pv9iMVikCQJyWRSUQCzswo2CVFqOYnqoY6v5QXX07SoCWVerxe9vb3Yvn07C31fXV3VPJcoirpaJ6WxwZPL5fDyyy+zhIVWn104HGbPYnBwEENDQ1heXm6YE3ojoCztzRbE1JD7FRox3VjFqJlcbbwvLy83NTWA/BlSFn7gojZvenpaMxs/ZZIHgGg0qqpRd7CP1tOf2gTlwuns7ES5XMb58+fXqfeN4vV6sWPHDpw8eXLddysrK3j00UcRDofh9/uxe/du7Nixw5Z7oEXa6/WyCumAerkAo7lm1NAyi1hdxAVBqHKsU0vzbtcuN5lMAlhbQL1eb5XASdfQuxbdq1LGZrMoCZKSJFU5CBs5h9K1y+UyXnrpJRw/fhzlcpkJduFwGJlMBoVCYd3vlIo4mqVSqbB+rmXx5p/N7Ows0zJZ6Wev11vzfTnYh9IzpMhUPUhw4PPJVCoVjI2N2SosmslRQwEplMGeNgo+n29dtJ2SD5woivB6veju7rat/XbQqtoXO9m0Qg75pCQSCZYPh6RtMztFiniZmJhgE7sSqVQKu3fvxq5duxS/tzJ50wuj9p3R49XCdo1S64tAOxu3241oNGral8kKSjtS2jGp1ayxQ6jRgwSccDiMoaEhVrHbCqIoolAooFgsMgdZCleliuBKNEKroNcGOSSgWN3V6iXPbBalUqmhZiq9TOjNRJKMpSZQm5/tfq5mzre0tFQ1p9BawJu/RVFEPp9HOBxGpVJZNwe1tbXZ0m472QpCTkubq2qB0mdTbhCfz6eaVl+NnTt34jWveQ1isRgWFhbQ3d2t6UBIE4xedJNRaMKmBcBIZIqRF9dM22pVpfL22nK5XHcBp6+vTzGShSYhsoHL70vrmZnxPTICCdsTExOGjleDNymGQiGW+TudTreEycfK2LEaPUOCxFZT/ct92czW4KoX9XgOzYg+ImKxWFXWeq/Xi7a2Nja3xWIxllpCydRfLBZV6wg61JdNK+TwUJ0QeaikFoFAAJdddhlGR0eRTCaxf/9+bNu2DYFAQDGqh8wEABR9TrQkZi1tjR0vtrw9dF49B08+1FFv0jIyqTVi16DlD0VhmlTnjG+z2uJgxhEWUHcQ5v0MyPep1sy+wMU+jUaj+O3f/m309PQw7Q5/fasCHP87M75M5IxrxMGbJxQK1VTLp1wuM1+fZi6Kjbp2qVSC3+83XPi3Xsj9aOrxritVp28U5MtG2hjeYRtY8xdaXFwEAFbwmdrKh4u3GlvB8bj1el0HtcgXLVZXV5FOp02pJy+99FKkUikcOnQIoiiySXNhYQGhUAjxeLzqeIocsoLWQkACiZYaXqseFJ1D6bx68Oplvr8FQYDf72/JxGiBQEDRRCJJEi5cuMDuw6iwm8lkTJULAdabvfhSDPLj+L+VoMVD6beUDh5YG+Ojo6PsmSiZ3fiaTvyipNVun8+HXC7HNGBmtQTye+PHqpIJl5Jv1kI2m4UoivB4PHV1pAXU3z3yo6s3pOltxsLPPz/aNNRLg0j9XK/UBUahiEBy8tfC5/MhFovB5/Mhn8+3fG6yzcqGEHKUJnkzSJJkeuI8deoUurq60NnZiUsuuYR9HgwG8dOf/rTqWK/Xi2g0yuyxZjFSlJJHPrFqCT98yn85Rvuyq6sLq6urLOpGkqR1Tp5Wnks9/Ce0IhvUwlyV2k7fWVlwqWwAnVftHpU+V2qTmhBCz0CSJOTzefz3f/+3YUGE6lklk0mW0dvn87HoJroO1YXbvXs3zp07V/MiJt/ty+/JDsG5kSYbtWfbyOzSdiZYNAP/3Ozqb6odx0cc8vfXbH8rypdTqVQUx2pbWxsTgPx+P0s7Ik8/0gq0svbFTlpayCEvdbWInHoiSRL27du3LqtlLpfDFVdcgampKcTjcVx66aXMyUwv66lZ1DQxZuqm1LrzEQQB7e3tLLLAbBvk5yIotN/oeYzUGzJb0VfJN4eIRCLIZDKq19RSzWsJArzJSq2dtPBTgddUKsUmJK/XW2V2pfMVi8V1oeg+nw9utxuZTGad8EN+QSMjIygWi7jqqqsgiiKefPJJlEolnDx5sioK7OTJk7YsMPI28NQSHVhPh2Orta62EmobBTUBXQ2KkqtUKlW/IROmlQi6WsaG/LeCIKC7uxuSJGFpaQmSJLE0CqIoIhaLIZ1OIxaLIRqNWrpmI3GEnCZDg6uRAo4gCBgYGMD+/ftZVkqezs5OdHZ2YmRkhBU/TKfTmn4PVrFr0ub7z4wgQJPM2NjYupdB7+VQm9TIZGJ292lkkSF1Nm+WkV+bvya/k5FrUJLJpOkJgJLzzc7O6pqgyNyn1K/0mcvlYpOm3MzG9y8/ubrdbkQiESwuLmJwcBCdnZ146qmn1rWhUqlgbm6O+TCVSiX09/fj4MGDmJ6exqlTp6r6phFlNGhhM4rf74cgCDVlwXW73QiHw5oaQDsEHPLH2KjCEi32Rt8J/jmSzxAJBUrH0udqfmpG/ROVBJpa5lGtjUhnZyeAi5YCMtdRRG8rl8fYSrS0kNNoBEHAZZddhgMHDui+UHxxQHnBxlryyvDnryXsW47ebkbJjMD/bQXyGykUCvB4POuc9eqBljaATwZI4de8zxHv/6J3z0rfS5K0zldL7bdGIv1KpRImJyfX3QNltObbQX/v378f119/Pf75n/8Zk5OTuHDhAoBq/xo+V48oishmszh+/DjOnj3LIkaorxql0rZijjYanq6FKIro6OhAMpmsmyaI3oGNvOiZLQ3CH6vnZ2XkvKSV1prHPB4PXC6X4Xw8ZtDS5tF7RBnHS6USyuUyUqmUJfeFRuJocrYQLpcLhw8fxvbt22vWyJgZOPLoFVqshoaGWP2TWlHK/gtUCzaRSAQulwsrKytVn9di6vL5fOjv78fExAT7v5k289EUNHnp/QZYr/mTR36Uy2UIglCl2eEdCkklbkXNTaYqeb/xmqJaHSd552G65vLyMgRBwMzMDL7//e+jUCigVCohGo2iWCxWRXbwAgXvV0Ap6uW+Bmb6oNFOobVO0rlcDufOnbOpNetxu93Yu3cvTp48WZN/F2F3/9K7tWPHDoyPj2uag2q5tnzMGoXMtjxq9bV44dyuFB70f6V2yEmn00yjEwgEkEgkWAZ2h+axpYUcMjGVy2X09/dj586dTQ07pYUXABYXF1EqlWx9QeSVynkKhQKr9m6XdF+pVDA9PQ232425uTnLdVpoYjTybJTMhkqChdfrrepfeQ0lOzCTskANM4KW2+3G7OwspqamAFwUYmiMU1ZkJah/yNE4FAox51mjz8zOsWMWtT6qV3I8M5FmY2NjAKyHEMsFVLvnKJfLxRKm8qZRnmY5/KqZtbWEJTv6x8pcFY1GsbKygmAwiL6+PsTjcaY1NkIzosYcTU6LQ/4XViM+otEovF4vfD4fLr/88qZI3EpRNIA9qnij0CSnFC1AdXespsxXC5u2gpWkfBStIV+Q6HMljEySXq+X+RapTRRKtW706kIRZFKi7MxGfqPk1GvluZEzpSRJ2L59O0uoaYRW0+SUy2VEIhHFAou1wAveegKAnX449ehfSZIwOjqqeY1WyyTdKvCuCX6/H4ODg8jn83C73ejp6Wly6/RxhJwWxuVyoaurq6bsrpVKBXv37kV7e7sp2ynt0PWqNZtFEATVkgP1Rm1XSiUDeAKBQEvmyFFCza9Jr/1aAonX68XOnTsRDodx6tSpqnIfWv5YfFi5HqR9aVY9Jmrn9PT0hnWWJexIuignFoshGAzaXox3s7HVItMCgQACgUCzm+HAsSEzHguCgK6uLmQyGcXdmcfjQSAQ0N2RC4KAaDRqSlgpl8t48cUX8fTTT9uys5E7+DZDwFHT1NCCLZ+kGpkDpFbMCBY8WtoTv9+Pyy+/HDfeeCN6enqqxpnWtYyMF1Jtt0pqfqNaJC3k2aXtRu/cvMnD5XKho6Oj5uyzanOPEh6Px/b0EoC9Wh2jJhUzuN3uTZ8Ab6NrQiiwwK7/WpENKeQAqMr/4Xa7WR4Fl8uFwcFB9Pb2KtYwIlwuF/r7+1khQb1JL5VKYWJiAsePH0exWMR1111ni3lLPjCspqOvlxpbyZ+lVQezHK1EiHpo3WMul8PLL7+MH/7wh1hYWLC1P8ykIrDyzI38hhwnN8JzdrvdpnbOoVAI73//+xGJRFgtMysUi0XDwn6pVNIMUbeKnc+nHpsrijByWE8zszbzbAUhZ0OaqyRJwszMDPubnMRCoRDLXePxeBAMBlEqlda9wLFYDP39/di1axfzOaHFXOlB5fN5vPDCCzh79ix6enrw2te+1tY6JHzkjcfjgSStzyis93u1UgK1YtTB0kiJgmZh94RSKBRw+vRpFg1XS4i9/LfRaBSpVMrQAmr1eRs51oqZjKLV5Oeup1Zqx44duPTSS/Hggw8aWqiz2Sz+/d//nWV6rhdGs5I7bE3C4bCpkjEO1tmQQg4PJVajIpzBYBDhcJhliW1ra0MymaxaNNra2rB7924mHJFjqlLE0blz53Dy5EkWyj03N4cnnngCr3vd62yLcqjV4VhJija78GpFobhcLrS3t6sm81K7nh2Cll7WVC3hSukzqw6U8mvXmkqfIunkC63V2k1G+7neQiifg6cRAu/s7KzpunSrq6uKfWw2Y7YWjdypqyW/dGhdWkXD1YqbUrtpaXMVRf1ofR8KheD3+xGLxSCKInbs2IFcLod0Os1U0fIHOT8/j8XFxarq3HTM8vIypqamsLKygscffxy/+MUvqnLV0DWXl5fZZ7VUTW4VXC4XK0Qqx+v1Yt++faaFukAgoGnSM7IQqEWfRSIRpvXSe1F5IYnGk9q129vbFZ+n3ZOBkq8TgLppGChhmRHMhEfz8FqcRk2eqVQK58+fZ+3VMyGTKU4JO2tANVLoULpWq5hDjOByuTa9746cVjbvbDZaUpPjcrnQ09MDt9uNdDq9TrvR3t4On88Hn8+H7u5uuN1uVuWVNDNerxcrKysoFApVv6djjx49in379sHj8WB+fh7RaBS5XA4zMzPIZrPweDwsHTn5/gBrE2F3dzdL6Q3YY8/W2o01YldMtY+UyOVyePLJJ01P3EplCwhadK1GD7W1taFUKpkSCCRJUqzSzROJRJDP55sW1cRDmXLtQE2ospNWmLT12lAsFnWrR28G1PpBFMV185Xf70c+n9d8V+v5bM1mU3awj63Q7y0p5IiiiP3792NmZmZdiGYwGESlUkFbWxu6uroQDAar1OOUUnt6ehoulwuZTIb5rPD5UrLZLF588UUAyuppURSRSqWwc+dOZLNZlmDN6/Wit7e36lgzA0VtwtDaQdpl8qHMnWrn06odRFmCzbRF7jMCVFfoLhQKls0bfLkCURRtqzxtJitzvbHbGXQrTGhGNDFb1T9GFEXVzOdKplOiEeOmkXnBCDvNkxuRraJNMm2uuvfeeyEIAr71rW8BWDP93HjjjdizZw8uv/xyPP744+xYre/0oKgn+UuZzWaxsrKCsbExnDhxAvPz88jn86hUKuw3FBJN+Uv4OlM8WuppsvMvLy9j//79CAQCCIVCuOKKKxAMBi1nxqVcOHLqOdh4LZTedTweDwuptyuqKhaLMTORmu+Q0rn9fr+ug7ckSZpaKC1aLd26/F5baQKSjwdBEBCLxViRTIfWp7+/XzEfWDabZQKOx+Op+/NUmtebgZ3mSYfWxZQm5/z58/jSl76Ew4cPs8/uuusuHD58GA899BCefvppvO1tb8O5c+cgiqLmd1rQzt7v98Pv91cl8+IX7EQigUQigUAgwCbcQCCAVCpVlSTQipqeQsyvuOIKdHZ24sYbbwSwFv1C7eA1EEaTXrlcLlZSoJ5YUTGTwEAaH7vIZDJMwOK1LaFQSDNRG6nR9fpKKczdCK02wQWDQSSTSSZQtJozKT8m/H4/3v3ud+O5557Dc889xzYZjWyz3eN0o2FV+6lFIxL3OcJF67AV3h/DQk6lUsEHPvAB/N3f/R3uvPNO9vkDDzzAarMcOnQI27Ztw2OPPYY3vOENmt9pQdoOj8cDr9cLv9+/LqSWFjbKxZBKpViqfjtsvENDQ3jNa17Ddvsk3FB0Dl0/EolgdXXV8Esr9yOpZ+i3Gfjq23YvVFS0jqDFUC+ZWiKR0BReYrEYPB4P4vF4VUSdUdSOrXcKe7WIMPIVoc9FUYTf76/KqGzn9bSg3FNKPkyCIKBUKuGJJ57A3NwcKpVK3ftMqbr8VvDloHlPyTFX797lkafNSDSqRCMFHKcchYNhneGRI0fwS7/0S7jmmmvYZ/F4HMViEX19feyzkZERTExMaH6ndO7BwUH2H+UeCYVCiEQiiEQi61TloVCIFZUj7/xAIFCVt4QiKcLhsGaUFkG+NsFgEFdddZWiOYP/TJIktgBZfZFqDf02CtX5MtoOwg7VNTmDE7RQqYWdAxfNlVr9kc/nmc+V1oLXSNW4mfpaeseqOQtbNZVSnxpB6/zUrpdffpklQ7TLJ0oN3p9OaywrtbsVTCNWWFxcxIkTJzAxMcHyfZmdZ2hT1SoCTqNxBBxtaGNr13+tiKEZ7+WXX8Y3vvENUz41Zrjjjjtwxx13sL8pQZ/L5UJ3dzebpPL5PEvJXigUWMXcbDZbZfpwu91ob29nviCrq6tYWFhQvT75oCwuLsLj8eCKK65ALBZTPFY+WdjlFFxvzJp0BEFAR0cH2tracObMmXXfu93udcKLVfhq8NQXlMhRaZGn+8jlcqz/tMxeZvuXHLCpTWbw+/3r6mLJn7HShKDkBKl2/2b7nK5FVeZXV1cNRSEpLYzyhH/yzYfVsUwFT430t/z+tYplkkDYyovd4uIi/H5/lb9MqVTC/Pw8JGkto/vMzAxWV1cRi8UwODgIQH9ck/m5VbHzubT6M25VWlUwsRNDQs5PfvITnD9/Hnv27AGwloDrtttuw1/8xV/A4/FgdnaWaWzOnz+P4eFhdHZ2qn6nB73YlUoFfr8f0WgUlUoFwWAQAwMDKJVKKBQKyGazSCQS6OjoALAWVkwOkZ2dnfD7/chkMvB6vahUKshkMlhZWWE+NFRTJhgMwu12o7+/Hx0dHYrOeTRhUA6VRpmV9JL0GfXdUDJDad2DJEmauSvsnlDkbavVRMNjNHpLbtax8nzlAo7L5UIwGDSU/Mus1szsxJ7NZmsqrEpmZD6sXS68WT3vgQMHMDs7i+npaVPnovpzq6uriu9Bs/0/CoUCXC6XpgaNzK48qVQKHR0dWFxcxMrKCnw+H7Zv325II000Kgu5VQGjlufCX5NqozlCjoMShoScD33oQ/jQhz7E/r7++uvxB3/wB3jrW9+KJ598El/4whfw53/+53j66acxNTWF1772tQCAd77znarf6bG8vIxUKoVMJoPFxUXEYjHs3buX7cy6u7uRSqXQ3d2NUqnEogLK5TLbsVLkB+W8WVxcRKFQQFtbG9ra2pimIplMIhKJVOW+4eHNUiTkaE0cdu0q9F7cWlWE/G+9Xi98Ph/zaxEEgS041BY7FjQ5oigybYVRwVHuAJvL5TR/p3ZerXtS6lsrgm2lUjEk4Ni1SNC455NV2oUkSbaH+tJm5uWXX2bjji+mCeinV5D7YrXKrr5SqWB8fByDg4NVQkwikYDX60UgEECpVMLU1BQ7RpIkXLhwAaurq8wfJxaLYdeuXaw/jDp4N2qX3qi+5p8rvyFoloM+34aNqhHZqO02Q815cj7zmc/gfe97H/bs2QOv14v777+fRU9pfadFqVTC888/z3aMkiShp6eHLTJutxuFQoGZmXj/DTo/7aD8fj+LaALWJoz29naIogifz8cmG7WsxZIk4ezZs1hcXMR1112n23azC6GeNkULKwNU7XrFYnFdxW5+wbHzZeDbwKvT7dCcAGCLB51b7pNBgi850BqdpOs1IdhpsiSBvh7Uw7Tqdrvh8/kUE0cavRafuZyeNfntaJlraMOk5vdkx+Ld19dX9TwKhQLGx8dRqVQQiURQLpdZRF1vby+L6uQFY9rskYa5ERFQrYiSXx/QPKF2KwgImwFLQs6jjz7K/t3b24sf/OAHisdpfadFpVKp2jHGYjEMDQ0xPwnK2slHOpVKJVaWgCIJisUiE3xEUUR/fz/7m44haVzJVBCPx3H27FlMTEzgNa95DQqFgm4JB7MDX08DwSfLq+eLLNdcyP8WBAFer9e2nbzP59M8l9aCGgqF2C5XaRcnSRKi0SgymQyy2ey6fiPTI38NIykA7KrFRW1QO6cZM6ScTCZje10cvo12Czr8eyrHynV4E4ZcyHG73SzLNh1H0ZHyvlZ718wsqC6XC5FIpOqzVCrF2iQvFzM5OQlJkrBnzx50d3djfHwcwNoYHxsbw+DgILq6ugxdm58T9VCK8KRzbAQaLeD4fD6WLHaj04xn/JGPfATf/va3MT4+jueffx4HDx4EsBaY5PP5WNmVj33sY3jXu94FABgdHcUtt9zCrDpf/vKXcdlllxm6XktmPAbWFrLe3l4Eg0Fs27aNhXDTwk8LAb3EpNEhB0ZSD9Pn5XKZTVCUX8Pn81Vph3hBJ5VK4fHHH8fq6ioOHjyInp4eZhYxGq1h1A9E7RilBGxGrgnoC09WoAzFtUC/N3Iu+ff0jPjQc6Vz5PN5pqXREmL5zymjsxby8aP3bOVRQErPWuv5W01W2ChndrXrut1uuFwuU06vtYwrmgvkFIvFdX1YLpeZiVQURUSjUSSTSVN9TfNJqVSqGhNUToY2Xn6/n6W4WFpaQl9fH1ZXV5kPIO93RgWCE4kETp06ta7vSqUSZmZmAFysYB2Px9He3o6Ojg4IgoBkMolMJgOPx8OSmY6MjOjejxkNGgmlwWCQfWY0R5gVaK5vBmpjkuYKOyJPm00z5ol3vOMd+OM//mO8+tWvXvfd1772NSb08Nx+++247bbbcOutt+LrX/86br31Vjz99NOGrteSQo7X68Wb3vQmU052BAkh8hdDL3SWH7TFYhE//elPWd6StrY2VixUqVq5GkZ3fWoviyiKiMViWFxc1DzOzDmJZu3SKCrLym6RniHfp/TcKCKKFiAyddIzsCu7MZ3HjMCpRCQSqco0ayfUx42GouPovo2Gq9cK+fWYgRzCr7zySszPz1t6DryQQ+fM5XLss3w+D4/Hg2w2C1EUMTg4iPHxceYXWCwWmUaSd+ZWc7rP5/M4f/48E6RKpRJWVlaQzWbR1taGeDyOeDzOjo9Go4bmK6ObMZfLhXQ6jenpaezdu7dKq10vQUSr1Ew90XqH+CCUVso/tFH45V/+ZVPHz8/P45lnnmFWobe//e348Ic/jLGxMezevVv39y2ZQMLj8TABJ5fL4ejRo5oh4LVAfijZbBbFYhGjo6N46KGHqpIPHj16FKVSiWmKjFKrGrVcLrdsMUHygzJa2VoOaULMTGBq+T74yUitz5WuQ3mWjB5v5Ti5wE1mlEwmsyF9K9rb21WreBO1OsTXGxojyWQSP/jBDyw/BzKd07vAm5eBtX6gNAeLi4s4e/Ys0yJls9mqsiXFYtGwUFgoFKraPDc3h1OnTjEBJxQKAVhLLjk9Pc20a8lkUvP94eddJcrlMpaWllAul3Hu3DmWBDUUCm3YXES1QMk6NzL0rtr1XyqVqsp5d+TIEVPtef/7348DBw7gd37nd9iaf+HCBfT391dZZ4aHhw3XGWxJTY4kSTh37hxyuRy6u7uRz+frUmdocXERxWIRvb29OHbsGBYXF7G0tIS9e/cilUrB6/ViYWEBO3bsgMfj0QznroVQKIRSqbTOR4VqcBGNcrAzsrMjkyA5b2vlqVE6P1Cdu4f3+eD/5tH6jH4n1/IoXZNQywWjdi0rx8mfV6uVajCLmezeapCvSjKZbHoUVC3Pg8+jxDvti6KIfD6PVCrFgh66u7uRyWSYqbVcLjNnf6D28H7gomm+v78f09PTyGQymJ+fRy6Xw+WXX458Po9sNovu7m5F4VwQBF1fOQDo6enB3NwcqxvICzg0Z230xd8I2Wx2U5is7CQcDmNyctLSbx9//HEMDw+jWCzi4x//OG655RZ873vfq7lNLSnklEolnDx5EisrK3C5XNi/fz/LhWMXS0tLeOyxx+D1etHV1YWlpSVks1lceumlGB8fx7XXXov5+Xn09PTgwIEDAOpn4pGXrFCDV4vX2wmZ0BJ4SqUSc8IzI+SohW0bnWS1UGuvUn+pmb3UkPe7z+dDoVBoWa0FmVf1NBXhcJgl1tSjViGN/Oh2796NF154oaZz8edUo57vCplGySREfj5kRpqfn0coFEIwGEQwGGRCCFCfqtu9vb1YXV2F1+vF7t27cfbsWaTTaayuruKpp55i/RAKhZi2h0dL6I/H4/B4PNi2bRuLZO3r60OpVMLc3By7n0wmw5ynazFXbpS6ZBuhjVq0Uvsph54oiviDP/gD7N27F8BaiaWZmRmWKkaSJExMTBjKuQe0qLmqWCxiZWUF3d3daGtrM3wzctQmv2w2i5/97GfIZDJIJBIYGxtDpVLBNddcA0mScM011+DcuXM4ePAgDh06VJWvQyvqwghK/kJ8plfa5Zo5Xz0w6jMTj8cxOztr+Tq8aUOSLuZhIaGDdzTXO4+8bEG9X2C1qCCimU6TgPH7z+fzltMRmN2xS5KEQqGA559/3jatllbbr7jiClauxW54Mw8JMHxggiStZQTPZrNYXFzE6uoqG992mPSi0Sh6enrY3wsLC8jn88jn8xBFEdu3b0c4HK5KlVCpVHD+/HlTfiTpdBrj4+NMu+71erFt2zYAa6aEqakpLC4uYnFxEZlMBvl8HnNzczXdG2DdGX0rms6sYLepqpbxnE6nq6INv/rVr+Kqq64CsKY5vPrqq3H//fcDAL7xjW9gcHDQkD8O0KKaHGBtAUkkErjuuutUSyzoodTpk5OTeP7556s6FFgTNLq7u/HSSy9h7969GBwcrCr4qYfR3aLecZVKBblcTvM4/rtmq/vtQi5UkTMpaWZoR64kfPERUnLMmJ3Mmp74vz0eT9VYsVISwm54U6cWVh0n9TL50jFAdV/Vy2dHKUne1NSUZiFYCis3qk3loagqolgswufzMQ0nRX3l83nkcjn4/X4WVcibtui3Zmlvb0d7ezui0SgkScLc3BzLDUbnDAaD6O3tZeYrwHyJFzJJF4tFVnInk8lgenq6KoyaTHODg4Pw+XwsUWc6nUYgEDAlfNQyr23EOdHou7oZuP322/Hd734Xs7Oz+LVf+zVEIhH84Ac/wNvf/nYWvLBz50585StfYb/54he/iFtvvRV33303otEo7r33XsPXa1khBwDLbGwHuVwOL730Es6dO6eoKg6HwxBFEddffz3C4TBTP5vFSJZWrTwodu9CjCRFU8Lq/Wshn1j5yZ7U+HRNPgkh7UT1zqm0cNZiMzcTAaYkANFOfrNC4dFaNFsdrhewIAiC5QWGBFk+ESn5pKTTaYTD4SpnedKY+Xw+JhB3dXWhUqkgHo+bet8o3LyzsxNtbW0AwHLy0JgLh8OYm5tb5+RO7TO6eSSt0IULF5DJZDA3N4dcLrfOh6izsxO9vb0s6ohMpefOnUNXV1dVsWaHiywvLyORSDTlXWnGNb/4xS8qfv7888+r/mbfvn34+c9/bul6La3X83q9OHv2rOGkS0oLmiStpUl/9NFHcfLkSUUBx+PxoLe3F5IkMd+fRlVUVvquESGJfP4YpX7jJ0W7nOt4J2H5OeXFGeVmLKXP+bapvaxWK3ZrnVOJWmok6VWItxM7nqWZHCF2a220rmvlna3ludF7LAgCE3TILEQ5mvL5PGsXCeyUoZmiE5PJpCkBx+PxYGhoCAMDAwDWhJt3vOMd6OvrY6YzYK2vqPyNvN6Y0euJooiuri5EIhF0dXVVlZwIhULweDwYGRlBLBbD6uoqlpaW2DUoYWswGFSNYtzqFAoFLC4uIpvNNl3zu1lpaU3O0tISlpaWkMvlmH1ODVokZmdnmfanUCjg2Wefxfnz51WrWW/btg2XXnoptm3bprgYmq22bSYbKqmAjQxuqw6UHo9n3fl5rYmRBciORYqi08hBmZyMaTeodg29a+t9TyYCWnTUtD1k6pB/34idjiAICAQCyGQy656x1+vV1DTo1TGS37P8fqzkKwJqN8dZTVho9/OoVdPGJ8Kj/vB6vQiFQkgkEiyzNr2HoVCI1dqqVCqYnZ01rUmSJAlerxfBYJBpVEhoourl3d3dzHQliiIrX0Mh4JRdmcqAqPlWFYtFlqcrGo2it7cXgiBgZmYG6XQagiAgnU5jZGQE2WwWZ86cQTabxcDAADweD1wuF0ZGRmrSUIdCIcXM5ZuBTCbDNPtbRZPTaFpayCHGx8exf//+dS8i2YYpA+ipU6eqorCOHTuGsbEx1fO2tbXh+uuvV82Y6nK5EAgEdH1krOLxeAxrbWrdbfIoLeb1htfU0LX5yZ2ibqg/agnh5hduXqWudc5m+tCUy2VFAQfAuqrfSr+tFbNjQZLWV7SvlWZN8rVCfUG+OEQwGGRFUr1eLysELM+jI3+2/DugRrlcxvT0NMs6PDs7iwcffBAAWAj5/Pw84vE4O9fIyAi8Xi/T6oRCIczPz6NQKCAWi2FkZGSd6Xdubg5utxtdXV1sU7Jt27Yqp2IScgAwLdby8jKSySRcLhcGBweZOS2dTsPv95vWWm7mZHt+vx8DAwOYnp625BdWKxvxnTPLhhBykskkRkdHsX//frjdbuRyOSwvL+P48eNIJBLYv38/JiYmsLi4iLa2Nmzbtg2ZTAZnzpzRPK+e4yQJUfUQcIxWpzaKmu+NXINFmimtRaoeadp5swWf04af9OUVhu14AY2YI5QWm0aj1kYtp1kl5JofijqTP29BENDW1oZUKmVYo2cEPWGFHMqboTGTQ46xtUBaGiohwYfsU59XKhVWP08ePSgXYo3WT6ONl8/ng8/ngyRJSCaTWFlZYSVxwuEwRkdHUS6XMTc3x8xbZMaisja8iYuYnp7G3NwcM1MBaz5FS0tLVVmVBUFAR0cH3G43otEoBgYGsLy8zASf6elpNietrq7C7XZjeHjYlGan2e9mPaGNe0dHB6anp5vcms3JhhBygLWsw5OTk/D7/VhYWECxWGQLw+joKJusqFr5/Py8bnItso/L61bxNEtFalbQoEgPn89X1Tdy9HbgpFGpZzZe8k3ghR7eT6DWBU/us0OmPjIZmDk/qfy1hA0aO7wwoeUjVM8xRQuCIAgIhUJIp9Oqz5wvFmkXRiLU5M+9WZDTsFW/HD6SrlAosDnI7/cjnU6zZ1EqlZBMJpmZShAEVmNP3v96fRIMBlmyPb7N6XQaZ86cQblcRiQSQVtbW9V9JRIJlrU9m81iZmYG+/btU/XHW1paYpmMc7kcAoEA+528DxcWFiAIAjo7O9HT04OOjg7MzMwgGAxifn4eFy5cYPNKX1+fpoCjd//Nqji+WXE0OS2EJEnMNixHFEVkMhl0dXXhwIEDTHgZGBjA3Nycqj/Ozp072UtlNqyy3lgRMsLhMA4ePIgnnnjC8u5HbuKpB3LHVb1ILquaHXmafSvP14iWhyJmduzYgVOnTrFIGyUndzN+WLVAu30Slvm+o7pZzTAD8NF0FNrMQyZiM8klrVLL/fM5kCqVChYXF7G8vIxoNIpcLoelpaWqiugkbJKgrZYMUG8Bz2QyLNqJSjCUy2VMTU2xMZVOpxGPx9nGh4SpRCLBkgDSdUjzxJdzIF9FKvxJRKNRtLe3MzMckc/nsbCwgGQyiXA4jK6uLgwNDQFYCz9PpVIsIWKtSRA3o4BTqVSwsrLS7GZsWjaMkKPF0tIS3G43rr76aman3rNnDwYGBnDixAmsrKxgbm6O7Wx8Ph8OHTrEXkRAeQFshV2DmTZkMhm8/PLLLe+lTztZPkGZ3vHhcBjJZFJX0CHfARKa6BqA9qKm1s9GIlEEYa1I35kzZ1j71J5BI+3uSs7WgiBg+/btmJiY0K2LVoumhX6rlYFaKbx7I4Xd+3w+prFJpVLMt6pQKDDBWK6RrVVDShsyisLM5XIsTJyoVCq4cOECfD4fBgYGkE6nsby8jMHBQeZPQwJaoVDA1NQUuru7EQ6Hq7RS8XgcoigiGAyyz9WEz66uLrhcLkxOTsLn87Hw9HA4XBVZpZdXaSNqFoxkS1eCxgJpixsh2MvZiP1tlg0t5AiCgGAwqGpKKJVKuOyyy1gYOdmnr776agwPDzONj5Imp1WyZpp5cSgckXyN6pHnxo6XgqKZ+vr6kEgkdBdb8jcwcm2Xy4VoNFq1k9aCfFhqWVj5hYeQn68eAjMViNQyTyr5vhw7dqzuUXVK4f8EjSO1YpHNcMA0SjKZZH4UKysrWF5eRrFYZBoKyjhsFgpBN7JBKRaLOHXqFICL5r+hoSGUSiUsLCyw9z4QCCCVSlW9O/v27cPq6ir8fj+L6tuxYweSySROnz6NoaEhLCwssFBw0lhRckM1reb09DQikQj8fj/TaomiiEgkglQqhc7OznXaos2ywNKmzcy4LRQKmJiYYE7r9SjzYYTN8gy0aI2V3CJXX3013vjGN7JyDPJJMxqNwu/3IxAIoK2tDYFAAK961aswODjIXnI1asmfYRc0sZjFaNvNmm/sfCFCoRBe//rXIxqN6rZDK9eK/LdkOuA1OFrIx4ySE6YdyLPjmkXpty6Xy3BCN72kiUrUI3cPpU7Q6mMr4eyNQpIkvPDCCzh+/DhSqRRSqZTmAmV0o1EqlVRTPShB0YrUV2TKHx4eZvWyenp6EAwGMTQ0BFEUceHCBczPzyMWi6FUKmFxcZFFQS0sLCCTyeDcuXNVm0YSvDKZjGagBJlcKIfP6uoq5ubmMDY2htnZ2XVFGzfK4mokJxRlqTcKhfDT5kopzYeDfWxYTU40GsXu3bvh9XoRDocxMjLC6qnw0OLS09PDwsUBML+TWnYUZnbnVnbyWjt0PdR+x4eoNitsWpIkrK6u4r/+67+QSCRM36Nc48Y7s2o9S6VnLf+bXzjs2G3yeZb4SBq9/DZKyMcQLVRWxojRe7OjD+QRdPl8fp2/VC00cjMSCAQAgAUrkHM3QabVbDZbsyZVPj78fj9KpZLieel6bW1tKBQKKBaLGB0dZXMi1VmbnZ3FysoKy8QsCAIGBwfZOWuNZCITmrzt6XQamUwGfr8fiUQC4XAYuVwOqVQK0WgUwWCQRQKaJRqNrsvqTIRCIZTLZcvawXoIY263G93d3ZiamkKlUmEpUJo1F292NqyQE4lEsLq6yib6K664Yt2Orlgs4oUXXsCBAwfg9/urvm/05FpL9IYWVqKwCKMvld2qZUmSmLMi/W3290Qt9arUzq3l6EzVkY1eIxAIoFQqIZfLVS0gfEFWQPlZ80KN2lhQ+1wvCaCR9luZdI0IkvLPrIwvURThcrnqruYXRbHKL4vyxvT29jLT8PLyMiRJYtl9/X4/PB7POgfdWqEMwgCY3xlvJqWUF7SJKZfLuHDhAhO0CXnuqKmpKdve72w2i3Pnzq07X6lUwujoKLxeLyqVCosuy2QyWFhYYFFj3d3dzL/HKFoRhEB9NJK1EgqF0N7ejkQigWw2i2g0avt4cVhjwwk5giDgsssuw/79+/GjH/0I8XgcLpcLiUQCXV1d8Hg86Orqwrlz51gBua6uLuzYsaPZTbcVqz4eZheuWk03bW1tWFlZWTfpkUbJLh8fQD/ZnzyPkFYG5MHBQUxOTlb1sRWzSCqVqvqdXCilBUgp6ooWAq0yIGp10Mz0Kzlr027XitBhZ24jtfPLhdtG7Hzl1yATIfmVkSmcgh88Hg9SqRTLAWXFIVWNSqXCFux8Po++vj5mMqO2Kjmv6vWT3ZowtevxUWW8cFoul5FMJgGsFVD2eDxVSV2tXg9AU5x5jUB1Gdvb29nfzRByHE1OCxGLxRCNRtHd3Y19+/ahVCqxnTH5oJw+fRqZTAb9/f3wer2IRCJIJpOKyceUkC9ilEOn3pidZKidZgUd+YKoFlptV6I2QRCQzWarNB+82aLWyB0rbZTfK2824b+jSVdNyKO8Hx6PRzXknhKt8SHy8jpVtBjGYjE2VkmooZ06Laha8N9biVDifZHIlGY2nFvNb0hN82WHhlCpNpk8bYCSQE25oIxen39uXV1dyOfzLF8NJdUTRZElV6RrU/JDO5CnM5ibm9twi1QgEIAgCJr+PRROTeUm+CSheppWghcw6Xh5xB8/F+nNpbxPnZ1CIR9t1uhgFzMa6Y1Myws5fr8foVAIhw8fRjQaZZ+fOnWKLUTAWpKsUqmETCaDQCCASqWCZDKJK6+8EgMDA7q7GZrA6AVIJpM4evQorrvuOoiiWJ+b+/+pdXCb/b3L5apaQPldJ1At/NTyIkjS+pw7NEHUYvunFPlmd/JUTFEJ+pySw9FEq3Q8feb1ejWz5so1OEr/Jvg8GfIyI2Yz81rRcGSzWdZeMr0AayHvRseX0nGBQADlcrluWWtJu6HVRl4DQlDUj5kFKxgMwuPxYHV1lflS+P1+BINBVCqVdcKgWgSZXWzEBcqIwLy8vIzl5WWEw2EMDg6ue18kaS0PFT/OaXNAmlESWkjIBtbeW36zQc9ePg/SsXLsEG60fPFaKU/bZqIlhRxaXKPRKIuS4XMtrK6uYnZ2Fp2dnYjH44jFYjh79iyb6Obm5nDJJZfgwIEDpqvfejwe5PN5/OxnP2NRCY3Ebv8XucpcbUctT4poRrhpdDhoIpGo27nN+DdlMhnTZRfU4PtdPtkZEXDq9QxqdcKud2JJM0SjURZOrZe2QAn+WZNpanFxsemJ3OqRLqIR6GlP+PQeJLhQsAT/O15bxgsQlEqDfACBi9FiqVSK+XWRRpa0mfUyg9K1WimSaiMKymZpSSGHOn51dRU+nw+XXXZZ1U6tUqngVa96FWZnZ9HV1YXOzk78/Oc/R6lUgsfjQX9/P4aHh1Ur62qpHcvlMubn5xEIBDA8PGy4zXZFoRg5jxn/B5qM1RZKJedUq47AlFOjlV5inlZI7qiF1f7nf0O+PXZrThoxGarVtbKLbDYLv9+PfD5f8zggZ+S5ubkq7YSdAofb7YYoirpCbjPHtJUoQTPnBtZH5/EaGeCi4EIRb9SeUqnEHJ35MbW6uspKUVCOGz6PDwk8SiH9tdxrpVJpuTpcjpDTAnR3d1dlJgbAqtr29/cjl8vh6NGjkCQJvb29eMUrXoFQKARBEFhBOEplTqhltk0mkzh16hQOHDiA1772tabaacdgMao9kSSJpUhXKrzIn0Mt5JTH7Xajra2tqvCeVbxeb91270YqNAPrFxra0VmdYNSKn7YixWLRVqduPQKBAAqFgi0LnZa63g7HZnLstlMoEEWxyu+HimXK/aKsCD9G66w1U8ipddHXIp/Po1gsVpmrSKDhN6put5v5vdGxdG4SEKn/E4kEi4ajvs1ms5ienmbCTVtbG9rb29dtihodketgDy0t5HR1deHaa6+t+qxcLmNlZQWzs7MYGxtju6hgMIhXvvKVLI9FLpfDT37yE/T09ODQoUOa10kkEjhx4gQWFhaQzWbR19eHwcHB+tyUDdBOhjdxEPK8MUZQ8p2xgtZ5atV0eb1e7Ny5EydPntQ9Vr6YdHR0IBgMVtX3MYPcR6bVCQaDzOFbC3omtWi4as0WzUPCu5Lfhp6Tqd4xhF1tpYi0vr4+AGCFgyuVCkKhEMLhMCuDkM1mmdm8UqmYMpXptbcVTFX1MpUWi0XE43G0t7cjn8/D5/MhGAxWaXjIF0qSJKYJJBMVcNEPz+VysfMp9RdpWeg/v98Pr9e77pjNhqPJaSKDg4M4ePAgRFHE+Pg4S1t+6tQpxONxVjeG2LZtGxNwzp49i7GxMfT392NwcBCrq6tVTsvAxcE/Pz+Pp556qupc8XjcspDDv/C1mkfUogn4KAvesQ4wt7Oi81J+DbO/k0dn0URjd+4a+v358+exd+9ejI2NmerX5eVlJBIJy89FaVI06wzcKCRJYsUZ1ZBHmViBIofsXGCtJm1TKkJab8hc5fV6EQwGUS6Xq6qP+3w+hMNhBAIBTE1NIZvNIhQKMSfpevl+NMMkS8JFPa67urrK6oKRK0I0GoUoiojH41hZWWFzN5n3/H4/E1TcbjcrEEopGfQolUqYnJxER0cHSxfgsHFpWSFnbm4OP/rRj9jf3d3dVdEN8sFKJq2JiQk8++yz2L17N3p6etDT01N1XLlcxvnz53H8+HGIoog9e/ZUTay0Q7MKP9HaYfen9mhVLbaqyrca1qsVvl2vCbZYLMLtdrOdnJnryMeKmd/yGYt5CoWCrvlMqy/J5q/2PZUdsdv0JwgC9u/fj3PnzrFzW3lmSqHbdP5ahA0rC7/REh52QJsKus+ZmRksLy+jUqkgGAyydzWZTCIQCCAQCCAajSKRSLCMxJ2dnUwYrVUwoyKsJOj5fL6GO3vXU5NE5im6Tj6fRyqVgiRJWFhYqJq7KYqPhJ5kMsmeUzqdrtLw6FEoFDA3Nwe3241IJGL/jbUIjiaHY2RkBD6fj2lLPvaxj+Fd73oXRkdHccstt2BxcRGxWAxf/vKXcdlllwGA5nd6FItFtoBQqGY6ncb4+LiiOnt0dBTz8/M4d+4cC5GmomlLS0s4deoUisUiSqUSVlZWIAhrxelOnDhR5Ueyd+9e7Nmzx2i3KMJX2K4V0tqIoqjqU2KHw7NdaLWFhBTKB2OWXC6Hl156qaEvptvtVux3IztXLSdsvYWhXpl8JUnC3Nxczf5Fasn47NbuaEFOo7Us6maEMl5LQlEyvLkolUqxCJ1cLoepqamqMSBJEjKZDMurQ0Ki3JFWDzJ9Ua4ZPlS9laLZ6oEkSZifnzd8n7z228yYF0WxyjqwWXGEHBlf+9rXcPDgwarPbr/9dtx222249dZb8fWvfx233nornn76ad3vzNDV1QVJknD06FHVrJCTk5MsW6YgCBgbG8P58+eZ3ZYGKz8xZDKZqp3Z3r17cdVVV9WcANAu1TlvTtoM+TYos2ktwp9Vnxqr16xlwdZzCtfCrmeilPTODgdzNbT6y6zG0WzyNa3zq2UfNtPP9Nvx8XFks1nmJ8KbaEmzAlxMJspHBmWzWZTLZVYuwsi98ePX5XIxsxf5j2wl8vk8wuHwugi5QCDANrG1QElkydSoRKtHaTpUU1MWuvn5eTzzzDN473vfCwB4+9vfjgsXLmBsbEzzOzO0t7fjiiuuwOTkJObn51lYuFr+GoomGhkZYRExlBeBz7JJwlAwGEQ0GsX+/fvxyle+cl0klhXsCoPlNSx2LXrNti83Y3Ko5Zp2Oqo2A3pPtJIgNqptZnIveTwe/NIv/RI6Ozs1z8cv8h6PRzOvlR0ZZUulEmZmZjA+Po65uTnMzMxUfU/RVhTVSblYeMhZ2+hmih+DNLcEg0Fb5qqNBEWxRSIR9Pf3o7u7Gz09Pejt7YXX67Xl+ZL5X8tlgdfCbXT4PER2/NeKmHpS73//+3HgwAH8zu/8DhYWFnDhwgX09/ezsD1BEDA8PIyJiQnN7ww3zuXClVdeiWw2i9OnT2Pnzp2s+N2uXbtUfzc8PIxrrrmGTXhkU6VJxefzYd++fdi+fTtuvPFGvPGNb8S1117bcoXc5MLSRovysYNQKKSYIbgWlBaeeqM0CTTiWWYyGc1ru1wuzQmdco8YRS+jtFE8Hg/6+voQjUYN/1YpPxCfxVlply/fSGiFw0vSWlK5trY29Pb2Kh7f2dmJQCAAt9uNaDTKStH09PQwocfr9WJgYAA9PT2WxkA6nYbb7Tad6HSjQ5oveqZU6sfr9bIyG7VCBZ8XFxc12+GwcTC8ejz++OMYHh5GsVjExz/+cdxyyy345Cc/aUsjjhw5giNHjqz7vFKp4OWXX0a5XMby8jIbeIIgqApL4XAYBw8exMzMDNLpNCKRCK699lrE43F4PB4sLCxg//79rAAcObE2YsGx4pSp9xvaVchV32q/M3J9NbU/f85GZTnO5XK2R6HwScAA4yUmlNTUao7JRtpQr/4zMpb5EFut/jWrlbTrvvL5PP7zP/+z5h2i2m+VsnoXCgWcOnUK+Xwe27Ztw8DAQNVvFhcXMTk5ib6+PgwNDWFxcZFFafK+H+FwGKn/r70zj23kPO//l+TwviSRuo/Vane16/Vqd72Hr/gKDCNJYzRBHCNFEiQu0toJYASJWzT+p2j/aN0WMBykB35xAcNI49aNE7upAzdNfMSO1+v1Hl7tvbolShQlUjzEe8gh5/eH+r4eUiRFUpREic8HELzmkMOZ4Tvv+8xzfJ9oFKFQiJeZq9VqNDU1cW8yG3tsgc4/rlKwkFip/k87leXlZWg0GoRCIZhMJrS0tGxIDhh7OCh2L+2UcFUjGGxlGzlM/Ver1eJ73/seBgcH0dvbC4/Hw0WYZFmGy+VCX18fbDZb0W35PPXUU3jqqaf4/7OBZTQauXS6EpZPo0SlUmFgYAAHDhyAIAhwuVy47bbbsGvXLhgMBnR0dCCbzWL//v38M8qneTZZlevNqXQyr3byX6tySZZlmM1mpNPpnGS8jVgY1nrPRizcG1Fmy4ya5uZmJBKJso2ccia2cgULdTodUqlUza8XC8Eq+7qth7WOL98gLnaNqqn8K/W7lDvW8t/DDFWVSgWr1YqBgQFcvXoVkiQhEAjAbrdjbGwMiUQCTqczx8tlt9sLGrrK74hGozkeJWZIqdVq6HQ66HQ6bhQnk8lVC3Q555RKpTA9PY1UKsXHUaOQzWZ5VVo4HObnXms5h2QyCb/fD4vFgng8DovFwkVFd4qBA5CRw4nFYkin01xp+OWXX8Ztt92GtrY2HDt2DC+99BIee+wxvPrqq+jp6cHevXsBoOS2tdDr9Th+/DiuXLmyapvVakVrayu6urp4jo5arUZLSwuf/O64445VYk4s8bBQqEIURUiStGacu9py7Y18cq/VglYIds1SqRQSiQSy2Sz3ginfA2y/G6aUS7pc8o2wchPEN7J6ajMrbJguSTgc3tRxUM53MPE41lvK6XTi4MGDOH36NARB4OJwzFvldrt5UrYkSVzBmKHT6WC32/n1LVQ9xzwAys+wirNUKoVgMAhJkuBwOBCLxaoy4mVZ5ov6dlDhrgXMSEwmkznXdyO0qpjejjJsxdpAdHZ2wmg0FpVQKAWbR3U6XY4QJ7GxlGXkLC4u4pFHHuG6HgMDA/i3f/s3AMDzzz+Pxx57DM888wxsNhtefPFF/rlS20qhVqtx//33I51Or3LJ6nQ63HPPPdzgKoQyFMHIZrOYmppCZ2cnTCYTfw34RGm1VO4HM46MRiOfsCpho63/cheWSit82HVzu91wu92w2+347Gc/m3NzlnLrrgemUbGRDTk3ks0K6eWzmU+aSqmHWiXbV7If5Ti02Wzo7OzE2NgY9Ho9mpubsX//fpw+fRrpdBpLS0v46KOPcqqS5ubmuNdIKU2RTqdx+fJlOBwOdHd38/wXQRBgtVqRSqVgtVoRCARyjkd57CyBNRwOc2OLyVcoq4NYuHm9nt6dDDNyaqmwXQxZXmkRFI/HsbS0lJNY6/F4+BhobW0ta3+sopQpYhsMBl7xuNVl6o0wfsoycgYGBnDx4sWC2/bv348PP/yw4m2l0Ov1cDgcOHXq1KonHTbA1iKTyWBubg67du1COBzGxMQEvF4v/H4/BgcH0dTUBFle6Vd15swZ7NmzhzcCZdo6HR0dyGQyWFhYQDQaxS233FKWXP5GUuhpuZLjKfZe5UQbCoUQi8UwNzfHFUX1ej3S6TSCwSCWl5fR3Nxc1n7Xg0qlKtpkVQkLh9ZbY9BGmEA2ItxWbL/Kp3kAaGtrQ19fH06fPs1DCSzcnE6n4fF44PF4cvaV7+Vi2wr1+mpvb4dGo8GFCxcwMDCA7u5ublSxfmZMiK+QR8VisSCdTiMQCECr1cJoNHIjThmmYr32qvXsNAKCIHBP8kbDQmIOhwMGgyFnzDBvDMu3ylfSL0Q8Hs+RPlGmWszOzsJgMJSsIiTWR90qHi8sLMDr9a56nYWTLl++DLPZzEvF88lkMrh69SomJiYQiUT4wAoEAnC5XDh48CBisRii0Sj8fj/UajVuvfVWZDIZvP3221haWsLtt98OlUqFsbExHD9+HBMTE1CpVOjo6IDBYNgSV2OpZOBClPuUqJzsh4eHEQgEkE6nYbPZkEwmuRBkIpFAIBCARqPB0tJS2U801Xg1JEnCwsJCWe8rRn54cjM0LrRaLbLZ7JoJkVvl6alnlL8Nm/w9Hg9UKhXsdjsGBwdx/vx5SJKEYDCIRCLBhTeTySRfTMpNRpUkCbOzs3C5XBBFMUfIMxwOY2hoCAaDAdeuXUMymcSePXv4GGIGic1mQyaTWeVxzGazaGtrg0ajgd/vRyqVWhXiYm0egJUeayycReSy2S1UotFoSaOKPfwW6nGVT6ntrKVOMpnc9MrZei77riV1aeQkEgm8//77q252QRBw66238gHR3t6OiYkJtLa2QqvV5pRU6nQ69PX1YXx8fNUNkk6ncenSpRxNDSaalk6nEQ6HIUkSLl68yEM2Y2NjXOPHaDTi8OHDOHjwYM0MnfzFt1b5DZUspNFoFJFIhPd5am9v57Hpjo4OhEIhzM3N4cyZM9i/fz8mJibQ29u7ppHDKpBKHcdGNRp0u905T+Csr00531Vt5VR7ezui0WhR4UpGpQbrZrCZx8B0T5TK5rfccguGh4e5W7+pqQmLi4uQZRnBYBBnz57lv0c6nYYoihV7NROJBJ8TRFHM6YWm1A1ihQ9GoxGyLPNWGIODgwA+yb8pVOXErqNer+f7zh9HLK+DhTOYcVwpzENUSf85Ym3W8qoxw3otI8dut/N8rFL72gp5kK2ebzaDujRygNwnMdYMkZVgSpKEoaEhJJNJTE1N4fLlyzAajfjMZz6Tk1fT2tqK69evF/0ONrk2NTUhEAjg7NmzcLvdfLJQuimVIoaJRGKVamw15dXKEuZqvQtrfU+57u9MJgOfzwetVsvd5ixHQaVSoampCRMTEwBWFvHBwUHMzs7yCpRSibSsJUX+oqakXAOnEk/M/Pw8QqEQ72sGoKKFoNrQwdzcHNc0qqQKbSNCP8p9lnPt1nMMa417jUaDtrY27q0wGAw4ceIELly4wJ9mJycnuSclFAqt8o6UK4FQ7H2JRALnz58vOg6U43hpaYl3we7t7cX09DQ8Hg/0ej36+/u5AJ0yhK1SqWCz2aDRaNDa2or29nYcOXIE//mf/7nqmPJbg1SbRMzCeGTkbC5M8wjInb/yczvVajXa29shSVLJIpFGMDi2gro1chgmkwmDg4O4fPkyotEoLly4wKt7FhYWeOJfJpOB2+1Ge3s7QqEQD9OU07BueXkZsixjdHS07IHGJhSl9c3+vZZFzmTglQ0aVaqN6UpcjEKLHSuzZ0+G7IaUZRmzs7NIJpOwWCy4++67cf36dXR3d2Pv3r0F8xmUUvfs+m9W3gwbCx9//PEqrZNSC30tQ1lKzwCQ6xViZagbFTbL74ukZKNCrPnfySQZDhw4gFAohMXFRRiNRnR3d/Mmi6Io4vTp03xMZLNZBIPBiqQc2G/GwoNM90oURd4nSqvV8qocr9e7yhhgOV3s92F9qWKxGG7cuIGjR4/m/FbBYBB2ux1arZZ3IGfGEUtiZq0HXC7XhhsfrE0EtRvYPARBQFtbGwRBQCqVwvz8PB8DVqsVJpMJ6XQaVqs1x4u8kZWw1dAIhlVdGzlarRZ6vR43b97krkG1Wg2/349Tp07lvDebzeLmzZtwu92YnZ3lZYDllNOyH7qSH7y1tZVb7JIkIRQKwel08u2lDB1WjcQSEKuJjVZakZEf/sr3nKRSKQwPD6Ovrw9Hjx7F0tISxsbG+AI0MzMDYMWLs7y8jGg0ipaWlqJicqxJaj7MK1fO+QGrjbFSOizz8/OQJAnxeBzDw8MwGAw4cOBAzvu0Wm1Br5NarS66rRwKLTD5CtVs8Wa/f/5Czt5fC0Ow0vFUqTAiQ6/X8xJyQRC4RMTY2BgAIBQKIR6P8+Tca9euAUDOua9HaTyTySAej/MQs1qtxuLiIiKRCJLJJARBgN1uRyQSyfGUMD2hRCKB9vZ2XiqeTCZhMBi4oRyPxzE9PQ2tVssN93A4jCtXrhQdi4lEgnt7TSYTpqamNmQxYcdjsVig0+n4grtT0Gg0RRvkbiVGoxF2u53rIWUymZwHvXA4jHA4DOCTTujKh75C1EOoeqdSl0aOSqWC2WyGw+FAKBTKWRRLPakEAgHu2Sm3qWW1uSA+nw9TU1Po7e3FlStXsGvXroLvKzR4S/1/ubk4lcZwS1VVseRcJtTY09MDh8MBt9uNZDKJjo4OuN1u2Gw2WK1WzMzM4MiRIyVL7tfbMZ0dU7lPpwsLC/jggw8AfHINWUVLNBqFWq2GyWQqasSwp/9qKXSMlfQnArY2EbDUvcK8I8CKkbp3716MjIwgk8nwxPNwOAxZljE5Ock/k8lkNrQZKCObzcLr9fLv9Pl8fBtLUM6/tlqtFq2trXzhWVxchMPhgMVi4Tlb3d3dmJubw+LiIjo7O3PuzXJ+J+bV2SjvitVqRTQaRTweh8lk2nEtX9g9W8hTvJUwb+zy8jIikQgEQeDzVP5xljLQlA9yWyXqWE/XdaOoWyPH6XQiFApxIa9yWctizmetrslMDC+f+fl5LC4uwul0orW1dZVAHoAcT0+5lDPo2E1Vi5uCnRvrFaT8jmPHjmFxcRGHDh3C9evXsWfPHoyNjSGZTPKy10rJX0xLGTFKHZFC/1bu8+LFi/x3Z4aFLMu4cuUKfD4fhoaGoNfrkUqltlSXIv/4lZ6t/N9+rVynWqL8bqvVCkmSkEwmodVqcfz4cVy/fh3RaBSZTAaLi4vcg6cUTGPhSNa3aa3E63Iot82BKIo8YZ7BcibMZjOCwSAfe0ajEV1dXYjFYtwgYiEfpkocCARgs9lgNpsRi8V4481KYEbORpHJZLiH2+fzrTnvlSp3r0fS6fSqnCwmrriZgpf5iKLIPYVAbuf5cmDGG8tPZHmmlHi8MdSlkZPNZjE7O1uV217pVlar1eu6oW+55RYEAgEEg8GCiw2b8I1GY0El5fVWCylzfJRPj+vNxGefZZNIoeoonU7H86G0Wi2OHDnCXzcYDFV9P7s+SkO0nKfcUu+JxWKYnp7OMYZvvfVWhMNh9Pf34/Lly1heXsaFCxfQ1NSEvXv3wmg0lt1+odbkTyqljJhaL5BKg4H9BiypvK2tjUskOJ1OpNNpuN1upNNpXLhwgT9NZzKZgtIOSlivuXJgXqJ8byYzBtlxNjc3c49MPkzuQLlNEAT09vZy/RydTofFxUWk02lehclybxihUAg6nY43BV1YWFjVG4mFHlhobCtzYKLRKD/ncsPy2Wx2U43nWqMs3d9KIpFI1VplLIeMPazKsrxKKZuoHXWrKV3pQFaWfba3t8NqtZYUWBIEYU0hJ5/Ph1AotOb7WF+Tao63FLIsQ6PRrDIqyg3FAVilyMr2CwCjo6M4f/48FhYWcq43S4huamrKaXPh9/vR3d2NpaWlqgw4dnNXO0nFYjEsLy/zhSUYDOLNN9/E5cuXc97X3t6Ou+66Cx0dHTzHJRKJYHZ2lieBMhfxZrNW6JJR6xh9c3Mz974ZjUbccccd3KPFBOtYbsHU1BRXAmbeiI2agAvtVxAEtLa28pw1tVoNq9Va9J4xGAxcxTx/PxaLBYIgoLu7G3v27IHZbIZGo0E8Hs9ROGakUilEo1HEYjG+ADkcDu69ZA80wCfhyPyQ5GY9kVfzmyiTpLcjkiRVNH+w8a6cnwsp4ldKOY1rS7V+iMfjCAQCPMy7VbB7vFZ/9UjdGjlrodFoYDab+VNaR0cHNBoNotEoj88XS3BVq9XYtWsX+vr6Sg52n88Hm822Zo8jpT5PrclkMlUpfbpcLvzud7/Dhx9+WNQj4PF4kM1mce3aNbhcLiSTSVy/fh3vvvsubty4scqQam5uRlNTE9rb2zEzM1OxQFelhmD+TTM3N4f//d//hdfrhVarLRgOaG1thcFgwLlz57C0tJTj7maJvZFIhLv665lKF0sWUlGr1bxPE/Nstra2coM1mUzi7NmzOf2PfD5fjpdnI2Fh4HwPJSOdTud4izKZDGZmZkpWxdlsNq5rw/RmmJDkkSNHIIoiDAYDent7EQwG4fF4Vj0ACIIAk8kEn8/HW7f4fD643W4kEgmk0+lVYziTycBsNueosBeb7DUaTck8tmLstFybzaSQkc6M542ANX612WxwOBxoa2sr+vuxh4p4PE6/8QZSl+GqclCr1TCbzchkMkilUgiHw2hpaUEsFkM8Hkcmkyk6kLVaLW9L0Nraivn5+aITUyAQ4MKDhdR3mXu/Usq1equ1jjUaDXQ6HWKxGAKBAO+5MjAwkOOdYQKArAMzSxT1er1QqVTo6+vj72dPtrFYDJ2dnWsuhjabjVcZAJX1VIpGoxgeHsZdd90FjUaDQCCAa9eu8fwLvV6PUCiU81Rnt9txzz33IBaLcQFD5fXLZrM4f/48BgcHceTIkbpRlmXVPEqjspzf3Wq1QqPRIBwOQ6vV4uDBgxgfH0cikUAsFoPH4+HVe6OjozmfZefO8jSUT/fMSNiIJzOW98LaIrDqqPyn80rGik6nQyaTQXt7OzKZDJaXl3mFy/z8PDo7O3k36VQqlXOdWWNfplxbKLfFZDLBaDTmeBGVSJKU08izGMWaA69FvT4hl2I9/bhqTSHPz0bKNyg9RyyMWCixeK1cw82gHn6fjWbbGjn5T5/M9cwGdLEFTBAE6PV6zM/PIxAI8EWgGGw/i4uLJY+l3mBtF8LhMH7729/ycxwbG8P9998PWZZzJm1JklZVwgwPDyMUCqGnp4cL6nk8HkxMTHDvWSkKhQPKQZZlfPzxx/B4PFhYWIDJZMLFixf5QpzNZhGNRqHX63PCOiwh8OzZs4hEIjh//jycTieWlpb4AsMqggDwJNlqqGU1BHvSLFTGzjxWkiTBZDJh9+7dXM/JZrPxY5AkCZcvX+Z6MbJcXjdyZrQq2SgJfdZw1W63o6WlBYIgIBQKwefz8RLwarDb7QBWrhUTFWT4fD6Mjo6iu7sbOp1ulZ4My0liWjkmkwmynKtinEgkClZJKUX4lNc6XzuHwXKaGoVqQ66Fike2S4k188jodDqk02nEYjGYTCaex5U/hth5McX9zWY7XNP1sm2MHOaGV+om5P9A5Syq7Il5YWGhIsu52GCQZRljY2Noamoqq1lbrYlGo1xPSHlMs7OzBbt3RyIRnDt3DgcPHixr/7Isc/G6eDyOK1euFHTbF6LaCV2WZYTDYV4a7Pf7c8qCWdNO1j+MfU8ymcS7777LJ4tkMpmz4HV1daG7uxtNTU3IZDIYHR3FLbfcUtUx1srAyQ/ZaDQa9Pb2Yn5+Hmq1GocOHcLs7CwCgQBEUcTMzAw3Ytxu96r95JOf2Mvuo1K/jSzXpqt8/mLFvK979+7F0NAQzGYzpqamcOnSJV5lUumkyxKLWTNMvV6fk/QsyysCgJlMhhswyrHL8rVUKhUSiQQsFgvsdjvi8TifH4ppQVmtVl4dl5847XQ6EQwGG1aFeD1eiUKf3S6LsSAIvIItHA7zSsN0Os09tuyhRmlob2W12E5n2xg5ZrMZer0esiyvK6ei3Cdc4JOnvLUqRebm5iAIAu69995Nb9o5MTHBFw5WThoOhzEyMlL0M0tLS1yHiJUyxmIxzM7O5ryPiYuxCfujjz5COp3GoUOHYLfbEQqF0NTUVHHZ/lrEYjFks1lYLBbcvHlz1TExFesPP/xw1feWehpiXouFhQXo9XoMDAyseSzV9q8qhSAIMBgMPBa/f/9+LC4ucuVtdqysWapygi/UJ4m9vxD516ccb4LX60VTU1NZIZhCsFApa3nAqgH1ej3sdjsGBgZw4MABXsHn8/l4A8tqk2KZV0+lUqGlpQV+v5//ZpFIBJFIhOcn5RtwwWCQh1eWl5cLas4YjUak0+mc9gmpVKpgTl8sFkM6nd7w3KadynYxaArBHjZYyFij0fDKP2bkFPLwbRXb+VqXy7YxcuLxODQaDa+e8vv93FhRq9U8+TcajZZckPKfeJVaOGyxtlqt/OmunETBdDoNj8eDmZkZ7N69e51nWh6pVAoXLlzA3NwcTCYTYrEYJEniYmylFrJMJoPLly8jGAzCZDJhaGgIs7Oz3MixWCyIRqOw2WxobW2FRqNBU1MT7r77bgAr4QGXy4XZ2VnY7faau+DHx8dhsVhw6NAh/P73v+fhQFb2zRqDViqR7na7c7wfNpuN52YVo9Jzy4+zs8Wyq6sLoigiGAzCYrGgu7sbo6OjvPkrM9pZV2xG/ljdjEmJLdI9PT1VfT6bzXIlWCVKY1HpucpXhq70u4BPtHKYunIh0ul0wdAya9TLGv8qe1EBn+TtLC4u8h5sLIRoNpt5+FSZ4FpvKr3E5pBKpRAKhZBKpfh6EggEoNfrIQhCQ4Ur64VtY+SwLHlRFPkkCoDLtjc3NyMQCKyZwMXEvfITUoEVXZzr16/zxbPcSoj9+/ejpaUFXV1d1Z5e2WSzWbhcLoyMjGBhYQFarRbRaBSXLl0CUL5l7nK5AABTU1NQqVQ5TxfRaBQqlQonTpzgZfispFyWZVy+fBlutxt33333qtBGS0sLlpeXK7qZ8/eRSqVw8OBB7vHIZDJobW2Fw+HgTULz23pUw0bknuSPPRYeYUZoocaT9Tbxzc7O8hysapJlld4iZTgulUpheXkZY2Nj3HB2uVzw+XwQRZF/ppIkTGUrDKZunB8+WotYLAaHw4FEIsG9TV6vl+8jm80iHA6jqalplThpNBpFa2srrFYrlpaWinraiMYgm80ikUhAq9XyXlXstXpjqxLDv/vd7+L111/HzMwMLl68iKNHjyKZTOKP/uiPcP36dRiNRrS1teH//b//x9vEPPDAA5iZmeH5d9/85jfx/e9/v6zv21ZGTqGB0tLSgra2Nrjd7rIEyPJj5MofmT1ZMwYHB3Hw4EH88pe/LPpkZjabcfz4cZhMpnVnyK/V0sHr9WJ4eBiRSIRPpsx9Xs1gNRqNEEUxp8M6Q5ZlBAIBtLS0wOPxIBaLYe/evVhcXMTo6CgkScI777yD9vZ2HD9+HIlEAs3NzVwVtxKWlpbgdDr5+bN+PD6fD5FIhC9kN27cgCAIWFpaqirZm4UyWFJ2NeW8lcC8g8ywqQal92ajJiSWs8PCK+whQhRFnD9/HidOnKg6dGU0Gvk9J0kSwuEwRkdHsbS0xFtuBINBHoJm318JKpUKyWQSi4uLCAaDORV95RIMBnm4t9D4ZZ5NFoaz2WxIJpOIx+OYm5vj99J2SZDdbqhUKl6Zl0ql6t5TlslktoXBuxVj9ctf/jL+4i/+Avfcc0/O648//jg+97nPQaVS4Z//+Z/xJ3/yJ3j33Xf59h/+8If44he/WPH3bRsjpxh+vx/xeLzsAVVqAlXeOP39/Th48CD0ej2amppWqbzq9XrccccdaGlp4Y3+FhYWEAwGMTg4mKOds7y8zFVUS8ESiIuFYZi+B0OlUsFut68qiy2XtZ4u5ubmuNChTqfD1atXcfPmTZ73Iooi5ubmEA6H0dfXh+bm5oonn2QyCZfLhaamJmi1WrjdbszNzSGVSmHPnj3o7OzkVVZAYal3JYIgoL29HYuLi2hqaoLf7+c38q233op9+/bhgw8+4NVJ9c5mTELMiyIIAmKxGIxGI27cuMGNj/WgfKhgDyqSJPGeP6zb91pVjvkw7xIL84VCISwtLfE8p0qvm3JeKHQvybKcIzURDoeRSqW4NpFy/mEl7fXmodvOKKuQ6tErkk+9a3BtJffdd9+q1wwGA/7gD/6A//+dd96JZ599tibft+2NnI2ymNPpNN555x3EYrFViWI6nQ733XcfVCoVbt68yXURVCoVpqencxJaJUnC4uJiyQVVGeMv1uhxfn6eh1eU/Y76+/vR19eHM2fO1OK0V33vqVOneGy5UFIvW2BY5Uq5uRUsQfrq1atYXFyEWq3Gbbfdxp+kPR4PDx8UQqVSoaura5XGEVNrZg039+zZA5fLhVQqhfHxcQQCAfh8PqjV6pI9rHQ6Hc+RqQRmEJYbCmOJsJtVPspKVZXXjC0c09PTmJ2d5S72mZkZdHd3cw9PZ2dn1V40hiRJvC+WMqm7mqoqILfyKZlMorm5GVqttqTkQ6UUqkhjc0Iho75Sg41YG6aWnt+frB4QBIEnGJdj3Cgbc241tb6W0Wg0J5fvqaeewlNPPVXxfn70ox/hC1/4Qs5rTz/9NP7yL/8SBw8exN/93d+VVTgC7AAjZ6NQJqjmo9PpMDU1xct5u7u7cf36dcTjcXR2dvK4IUtSHBwcXPP7WPJzoYEfiURw+vRppFIpWK1W3HPPPXj//fe5/PxGPDHqdDoEg0G+KK1FoaqVUrhcLly4cIH/fzweX5V0q1arC7alAFaShvfs2QOPx7NKzXR+fh7ASiizvb2d5/Ekk0m+LZPJYGJiAgaDAUajcdWxFzM414K13CgVulRuW+9vt5boWr5XI38BZgKJLOSS77lhKsJAbWP4bF/VJhwrGxqy1idM2Zl1Il/vIqLMJyr0OzEtlPxrUg+L106l3gwcVrGn1+t5fmQ5n2E5ajsNi8WCubm5de3jmWeewfj4ON5++23+2k9/+lP09vZClmX8y7/8Cx5++GFcv369rP2RkVMmRqMRDocDc3NziEajOXksv/vd73I0D9xuN27cuIFwOIwjR46gv7+/ZP5H/o3LBj8TkBoeHuYu2s7OTrS1tcFsNiMajVbdyHQtKrkBNRoN9u/fX9H+2TGzSaKnpweSJOV4V4o1ZARWjKLh4eGSC4rb7YbRaCy6j1AoVLS79HoWqrV+j2r2zQyjfKNlrUk/f3uhBZn1IisUmmJJvPF4HDMzM1Xn5hRiveOWeYHUajWam5uxe/duWK1WJJNJLn/ADJG2tjYEg8Gyx7VWq4XT6eR6OYU0fHQ6XcnwMrHz0el0EARhzapeJaIobrrUSDHqzWh89tln8dprr+Gtt97K6UfHCiFUKhWefPJJ/Pmf/zn8fn/J/pSMHWvkCIIAs9m8qhqiEvIXlGJeBeXgDoVC+O1vf4tMJgOtVovZ2VlYLJY11YHn5+fR0dGBmZkZXLp0CRaLBbfeeivOnj2bk4PC9sME8Yod02bicDgqbm3BPCpmsxn9/f2YmprC2NhYjuhfqRuQlQMzI6lQeEiSJLS1ta0SE2Tf29LSgjNnzuDuu++ue02TbDYLs9kMtVqds6iyPAW1Wl2xxkwymVyzEm5xcRE3btyAKIo4dOhQ0fcxKYatgHV07unp4degv7+ftyphBkolx6fX67mXhpWY5xOPx+F0OqsSMSR2BolEYk1xzULUi7evnsbtc889h5dffhlvvfUWmpqa+OtMjb+9vR0A8Oqrr6K9vb0sAwfYwUYOUNkPqFarsXfvXl4qajAYIAgCzp8/D2DtJF0lbMDb7XauolqKZDKJS5cuwefzYWxsDLFYjOf7KA0cpinCkkPrgebmZmSzWSwvL/PEaaXXyu/383JhJS0tLfB6vRBFkesMVYPT6URzc3NR1yVLTGew1gKhUAijo6NcWJAds8Fg4IvbVnQpLwXTccmnkiRXpeF+8+bNVWKLSsxmM7+2er0eQ0NDRd/LvBqbrfDLOj0rjREWvmptbYXf74fVasXMzExFuUTRaLSs0EM1lVzE9oGNqWJjp1iKAVGcJ554Am+88QYWFhbwmc98BlarFe+++y7+7M/+DAMDA/j0pz8NYOVB46OPPoIoivj85z/PPWBOpxOvv/562d+3Y40cVq5aLiaTCV1dXejo6IAoikgkEiVVg8shmUzyRRT4xEhhiZbZbBZTU1O4ceMGlpeXcyq48rVUgJXF7P333+e6IBvNWvkearUavb29mJiYwG9/+1uoVCr09/dj//79EAQBExMTPD57+PBhmEwmSJLEE1yBFeNxamqq6mNcXFwsmTN0/fp12Gw29PX1weVyoaurC3v37sV7773HJyev1wuXywWbzYahoSGIogij0bjuyWs9IneFUIZEgU90nJTNNtn7WE4R2xaNRrluRzKZRCKRWLOsXRRF3tOJJW6Hw2G0trby3BeXywWn0wm73c579NQCZc+uUrBwFbs2LDeMJVgLgoBwOLwh9wsrOSd2Fmq1mitoGwwG/iCmhFUG1pMnpBq24viff/75gq8XOxaz2cydDdWwY42calhaWoLJZEI4HMb4+HhFFS+FEk2j0SgSiQQuXLiA48eP89AKM3JSqRSmp6crCqltZlmqLMu8A7nyRlepVLzD+PLyMu/LotfruXhfPB7H5OQk4vE4dDod77G1uLiIycnJnGu1npJQ5kUqVjYsyzL0ej0PW7W1tSESifD3iqKIjz76CMBK6I+Fvk6cOFFwf2tpGRV7/3phndeV5Bs9ytdZgjELpfh8PiQSCW7cMEXWUkiShLm5Oe4pGhkZQTKZhNfrxbFjx5DNZuH3+7mMAVsYyoE1Fy1mJLCxphwnBoMhRwhUeb4sHKVWq/lnWUIoadcQ5cDGrlar5WHOQnmBKpUKzc3NXP6g2lYk9UAj3Bdk5Pwf0WgUN27c4OXS+cYEK5EutiCX6h0UCAR4jg5bfCRJqltRK41GA7PZDFmW+c3MdGqAT5oiCoKA5uZmtLe38wWI/VeZ5KnT6bihMz09XVAVeD0oS5Dze02pVCpYrVYMDAzA4XDgzJkziEaj0Ol0XNmWIYoirl+/zpWd8xfsSgwWtuCuB7Y4p9NpXLhwAXfddVfOMax13ZjSaiAQgMfj4c0B2RNopQYzG/vJZBKiKCIWi+Xk9FRyvmuVWVfqRctvRMqOhYWtAoHAttBXIbYONnbS6TS8Xi/3ZDMEQeAPvrIsQxTFupy/iVzIyMEnYRmlcZP/xF7tBKnT6bBnz55Vnp5UKsUF1+oN1opAp9MhEAisyk1gxp7ZbObJl2xRYYJ+N27c4BOCwWDA3NxcTr+xainkSVF63IxGI5LJJL/Wer0eFosFmUwG4+Pj3GvW1tZWtZelHM8AM7SYtyR/Ea7kOxKJBG9XUE4uFvvuTCaDcDgMr9eLWCzGEyQLHUMh/RygcMNTWV5pZLmwsABRFBEKhbhKdbmGTqW5O8yoLuT5YSE1hrJHFcuvaoQnVqI2sIe4/LGmXBuY1pPSqDaZTDk96LaDGGQj3Bdk5GDFS1PIq2KxWCBJ0qqGfYUotvB1dHRg165dfNFlC50sy3UpbAV8IvBXDPYUE4/HodVq0d/fn7OgJ5PJnGu5tLTE/63VaqvuIA+sLGhsAVdec2awJBIJZDIZnlPDvDPsdXYMXq931THo9XpkMhk0NTXlVAspJzLWPXwt8g0om80Gk8m0SrywGOw9rM+a3W7Hhx9+iPvvv7+svBeVSsUVspm4X/75MqVulrSr1WrLOjdZlrGwsIBQKASVSoVAIIB4PI7e3t6ilUjrhXm0ihld+R6cUCiEmZkZnjuRv2Dp9fptHWYgNo5iml9sjDEtLCXs3jKZTEUbwRJbQ30U628xrIOwEubNKHcxLva+ZDKJ0dFRJBIJ+Hw+jIyMYHp6GoFAoK71NUp5OZShDqYMzJI9Wb4Hq05ipe7K/a4nTyWdTiOTyfAse7av9vZ2bqTodDrs3r2ba+RIkgSTycTL7VkoLt/Y6OzshNVq5WX6+e9hiabK14qdS/6+o9FoxY0jAXBl5ttuuw0dHR1lucdZvtfs7CyCwWDRJ0qlkF0qleLGXTGYAcN0cxjsQWAjq0wymUxRo4SNKWYAi6IIURR5HzWlJ5KFEXU6Xd3LBhBbQyqVWtPjXEiENRqNIhAIIBwOb5uKKzbH1eqvHinbyBFFEU8++ST27duHoaEhfP3rXwcAjI2N4e6778bg4CBOnjyJa9eu8c+U2rYdiEaj637a83q93KgJhUIYGxtDMBjEzMxM3bozyw05dHZ2oqenhxsSsVgMU1NTmJ6eBrDytJz/5M1yQtaDSqVCb28vdDodv7GUhqpGo+GTDbCyOE9NTfH/D4VCBSeh6elpBINBXsafT6E8lnJubObe9vv9lZ0oVgwynU4Hs9mMW265pSwxvnKNSOXTZiaTyUnILrRP5TXLZDI80TwWiyEYDG6ZZ0Tp0RMEAXq9HmazGVqtdtXvyK6lsiEoQSgpdU+vJStRrwt9IWpt4NTruZdt5Dz99NNQqVQYHR3FlStXePOsJ554Ao8//jhGR0fxgx/8AI899hj/TKlt24FaTIJMtdjj8WBychIajYY/cW6VeNpaFMsdUSbTms1m7i1hi18qlUIgEEA2m+ULTLU9mUot5rIsIxKJ5CyqSsXRZDKZ8/+dnZ3Yv39/RdfbYDDU7PepZgKYmZlBLBbLMSzKTWaWJAmhUGjNqj3WUZths9mKKnMrDTz2b+axY4Zr/v0iCMIqT95Gwcr1s9ks7x3GwgbKMShJEqxW64Yoztbr/UzUDvqNtx9l3emxWAwvvPAC/vZv/5b/yB0dHfB6vTh//jz36jzyyCOYnZ3F+Ph4yW2NBMsfWVhY4G7zUChUlkoqm7iZvs5Wo9PpeKPR1tZW7kkRBAGJRALj4+M5uQ/rcdmu5RUIBAIQRTFn0jGZTDwJNV8AUBTFsq63VqvFsWPHeJVWtax3MgwGgxgZGSl4DKzjfTFCoRCmp6fXdLkrjSZZlks2tSyk+WMwGHLG5cjICE+kHxsb48KL+fupNezYWINEFsos9NTNjDGlZDzbB1OOXg+0CO5s1pqXdDodDh48WLKNTz1Bnpz/Y2JiAi0tLXjmmWdw4sQJ3HvvvXj77bcxOzuLzs5O/oOqVCouulZqWz7PPfccenp6+N9Ogv3w7L/JZLKiKiPm9SnXYFhvzosgCAUneq1Wy/MYbDYbLBYLPydJkjA+Pp6zSG5G4p3ymhiNRnR1deUkeAMri5fL5cLVq1dL7stiseCee+7B4OAgmpubC76n2LXdiJv78OHDGBoawqVLlzA5Ocm9JJFIBJFIBOfOnSuan5NMJnnFUylEUVzl5Sg2zpTePaPRyBMslUbt3NwcPvjgA0xNTeH69euIRCKrQnQbkavAHgSUnimDwVBUaTwWi63yFKpUKnR0dKwyfiqhnid6YnO4++678fzzz1fc5obYOMoyciRJwszMDA4ePIjz58/jH//xH/GVr3yl6lBEPk899RTm5ub4306mEgOEZfFXMnGu18gpZFAJggCLxYJkMol4PI6+vj44HA7eCToYDG5JDy1WecS6TwNYVWLNSrdLLfhqtRqHDx+G2Wxedb3zr2W+AZhOp3nH+kQiwQ299VSQMZE9JtwXDoe5MWG1WtHW1oahoaFVVSDs3yzJudrvLuc9nZ2dMJvNOe/PZrOIRCIYHx9fZWzWGuXvwIwLNvb1ej3PvdFqtRAEgSfGq1QqxGKxVeOV5SRRVcz2Qq1Ww2Kx1E0LlubmZng8noI5ffUIeXL+j76+PqjVanzta18DANx2223YvXs3ZmZm4PF4cgSSXC4X+vr60NvbW3Rbo8KaCLa2tm5Y+Gk9vVSYkJ8SQRDQ1NQEo9HIvUqsPQN7kl9aWtrSagK9Xg+1Wg2fz4fu7u6ca8tCGMCKAVTourPXT506BbfbneMhSaVSmJub48YP05mZnJyEy+VCOBzmCybzssiyjCtXrlTd1yidTiMYDMJqteL2229HR0cHr8xi51Kqs/1GTfjMiBJFkYtbMpgBwWTwRVEsGf5aL8rxxowY4JNcrmQyiWAwCLVaja6uLjidTnR3d3NPTaEJuVhvMKJ+YbmN9bLA/vrXv8a3v/3tuq6cVUJGzv/hdDrx4IMP4je/+Q0AYGpqClNTU/jUpz6FY8eO4aWXXgKw0h20p6cHe/fuRVtbW9FtjUpzczM6Ozu5enI9UaxcnjXXVJZux+NxxGIxeL1epNPpLY8/x+NxzMzMYHl5uaCiMqNYmbMoirh48SJ/kle+JxqN4uOPP8bMzAyAFQPk3LlzGB4exo0bN3hLi0wmg8nJSTidTv55lr9UKXq9Hvv27cPS0hKmp6d5LhQT3mOl7Mzg8vv93KslyzIsFsuG6NUoxywbDwyWAyOKIg9tDQ8PV1VRVimsISfz2gArnplEIgFRFDE/P89z4EqV8bPScmJ7Uaice6tIJpNb4tUmilP26vTjH/8Y3/rWt/CDH/wAarUazz//PLq7u/H888/jsccewzPPPAObzYYXX3yRf6bUtkZErVZzLYV6MnJYVUqhHA+VSoV4PI5gMAhJkqDVanHjxg3uEWE9rLYadj2rkVmXJGlVk0tgxTNz+vRpiKKIpaUl7N27F+l0GvPz87wth81mQ1tbG9RqNU6ePMmTeY8cOVK1ty6bzeLMmTOYnZ2FKIro7OzEgw8+iHPnzmHfvn145513IIoi7rnnHtjtdi7c2NHRgatXryIYDEKj0dQk9MI8M/nj1e/38yRMlUrFe5s1NTVhaGgI77//PmKxGOLxOBwOx7qPYy1Y2BIAL21vbm7G4uIiFwRcXl7m/y5EpSrMazWwJTaH7aJJU480wtgt28gZGBjA7373u1Wv79+/Hx9++GHBz5Ta1mgwl+rExAT0en3dKK4ajcaSlUesMoxNJGzhZAvFyMjIturfYrPZoNfr4fP5Cm7v7e3leT2sHUJPTw+OHz8OALh69SpSqRRaW1tx5MgR3utMrVbzRVZpKCUSCaRSKdjt9pLHxRScVSoVrl69ypuY2mw2xONxLC8vIxgMYnh4GMFgEM3NzTz0kslkMD09jZGRkRx16XJQq9VQq9VF8+uKjY38nB/mYQqFQjh//jz/TCgUQm9vb0XHVClMhh8A7zze1NSEo0eP4t1334XBYIDD4YBWq4XP5+NVecp+dNVM9sxztF3yLwiiEdn6uuQGQZZlLC0tQRTFnBYDm41S5VWj0aClpaVkHkL+4pevEltOaXY9wUI+xWhvbwew8nTIEop7enogCAKWl5d5476jR4+ipaUFer2+ZGhofn4ew8PDJa+RLMv48MMPMTw8zJP8ZXml1cLx48dht9vx5ptv8jYNyWQSHo8Hly5d4rluCwsLFRs4AHiibqljWwtlrlB++X4ymcTCwkLOa6xDfS1RVoYxD5rdbkd3dzfvRN7R0cFL2mV5RZG7o6Ojai0f1qSUILYrjZCTsz2K+XcI+d6QzSa/q65er8/pIl2I/MFbL7HvalnLe+b3+9HV1YXp6WmeOOvz+TA3N4dQKIR4PJ4ThgqHw7BarTw3KRaLIRKJoKurC8DK9SvVVNPj8cDr9WJ+fp4bwMlkEkNDQ+jv70csFsPi4iJEUURPT09O9eHs7CySyWROJ/VKyWQyay7ULKG4muaq8XgcH3/8MQRBwAMPPMC70V+7dg27du2qSWsF5kljFVTMs8PChqFQCMPDw1haWso510Qige7ubtjt9pLnxjxsFBYhdhr1apjUEjJytohKu1LXgvxJutIchHpgLd2gQl3KK2F0dBTBYDCneerU1NSqUumRkRHs27cPOp0OPp8PN2/ehNlsxvT0NA+PqNVqDAwMYM+ePfy40ul0TmjL5/Ph0qVL/NgnJiZgMBhgMBjgcrkwOTnJDTOlcXzgwAGMj4/X3CMCfJKEzkKssixzo6GShZ4ZGRcvXoTNZuPG4czMDP8Na2XkKEvIM5kMF9C0Wq3IZrPo6urCjRs3co5fFEVMT0/zHJ5ikg2CIECn0yEejzfEokAQOwkycohthVarLemNWa+Rk81mV5U+F1rYXS4X3G43LBbLqoZ+yWQSiUSCN7xcXl7m+RtvvfUW9Ho97r//fiSTSfT29uL69etIpVIYGhqC1+uF3++Hw+HAlStXckJhyuOampqqSqeqnHJbZeiJwaqmKiWTycDpdKKpqQmCICAQCGB2dhaSJCEcDtckKZnlFKnV6pxqP2ZUWa1WXnHG8scMBgNkWeZVV1qtFhaLhXvi8ivJJEkiA4fYcTTCmCYjZ4vY7mGfrWKtkMlmhhRYxU6h18+ePYsHHngAmUwG4+PjOHz4MBYXF+H3+yEIAtxuN+LxOKLRKI4dO4arV69iaWkJiUQCx48fx9jYGAwGQ9EE6WqS1lmy7VrhKavVuqrtSDWTIRNpu+WWW7jHxu12QxRFDAwM1KzqilW0sZYOyuNlobb29nbs27cPoVAIarUabW1tkCQJ165d49ICiUSiqOHYCIsBQexEyMgh1sVmCHEx/ZL8ih6j0VhS92QrCYVC+Pjjj7GwsACdToe2tjZcuXIFwEqS7Pnz5zEwMACn04lkMglJkjA/Pw+VSoXJyUn4/f6chN5akJ8UrIQZIayvkyiKOVVzZrMZBoMBXq+35DGZzWY4nU54vV60tbXxyipJkjA6OgqPxwNgpcqtpaVlVbJwpWSzWQSDwZxjYteNefWSySQ0Gg26u7vR29sLvV7Pq+KAlZAhkwUgiEaiHufOWkNGDrEuNuMmyWazqzwXGo0GDoeDV0CVw2Yro87NzSGbzcLpdHKvDVt4E4kERkdHsW/fPni9XgiCwGUF1pNIvBbFroHSsxiLxVblymg0GnR1dcHn8xUNCdpsNnR1dcFisSASiSAYDGJpaQnhcBgffvhhTmd4s9mMVCqFqakp7Nq1C01NTVWdjzI/iyXWs5YagiBAkiQEAgGMjIzAYrFgz549MBqNvAHrnj170NTUhFgsVrLqjiB2GvVcEVVLqIScqHuMRuOqMvdsNguv11vRTbrZN3Q2m4VWq0VnZye0Wi1kWYbT6eRtJFj7BqbTshlVd4WuQf61ZS07GBqNBnq9HoFAgCfLF9rP0aNHMTExgQsXLiAQCCAUCsFsNuPmzZsIh8PIZrNwOBxwOp0YGBjA3Nwcrl69WrUydP555YeAZVlGMBjExYsXMTc3B7/fz38ThlarRXNzM/r7+zdEJZogiK2FPDlEXaPMt1BiNpthsViwsLBQ8DMbadBUsv9MJsONGbVazZNf2YKsFFrcDAodd/5rhZp7qlQqzM3NrXqvRqPhxsHw8DA3jjQaDe644w5Yrdacz4TDYdxzzz2Yn5/njV5rBetGzr6PqSArw2/MSNNqtVxbR6/Xo7OzE8lkEpOTk9tK3JIg1gN5cghiizEYDAVzJcxmc8EO4aU0aWpFJRNDNpvFxMQE3G43Pxdm4DAPSb2TyWTg9XoL/g5MMVmr1ea099izZw9OnDiBVCqV4xVKp9M4deoUlpeXMTU1BavVuu5mtUpDmFVBsf+3Wq3Yv38/LBYL0uk07/HFQlqpVArJZBImkwlOp3PL+7ARBFFbyMgh6hq9Xl+wr9TS0lLBUu96SkTWaDRQqVSIxWK8BDsYDOZ4GpgCb61g3oxaUyiUptVqeagp3zhgLRROnTqV8zsx/Zrm5mYYDAZcvHhx3Q0NlYYWu+bMO8YMIJVKhUgkwpO6gU+EEMfHx5FOp7G0tETJx0RDQYrHBLFF6HQ6WCyWVUYBo5iQYj3daBaLBfF4nBsI+Y1MmUFiNptr1h6g1hVZa31XPB4v2Nw1kUhArVbj1ltvxfj4OFKpFJxOJ+677z6YzWbY7Xb893//N1Kp1LrDQ0xYkxnBzDMkSRJvWyEIAmRZhsFg4JVrDocDwWAQU1NT0Gg0iMfjFKoiGop6mi83CjJyiLqkpaUFTqcTiUSioDYOuzlZTkihPJKtppCGjhK1Wo1YLAar1QpJkmrWsLXciatSBeN8WE5Loeq3qakp3tj0q1/9Kqanp9Hd3c17gwEr3h6WW8VEAoeGhioOX7HeVMAn1VZMpVmlUsFoNMLpdGJhYQEWiwW7d+/GxMQE0uk0/H4/EokEbty4AZ1Ol3NtmEeIWjoQxPaFjByiLllcXEQwGFyz4qipqYnnVWw30uk0Wlpa0NTUxCua2GKq1HHJh7UvyPdwVZpwXYunuGKLvyzLSKVSUKvVaGlpQUtLS872SCQCr9cLjUaDVCqF999/Hz6fD/v27cvprg6sbgqbD+tdpezNlv/f3bt3A1gxnrVaLXbt2oVwOIzl5WXuiVJ6cZQtJxrhaZdoTBphbJORQ9QlsiyX5dmIx+NVNY6sBrb41rLn1+LiIgKBwCpjrpymqZ2dnZBlmVeYVdpEc6MnuLGxMezZswcdHR0APgkxXrp0CWNjY4hEIgCA119/HX6/nwv1MUZGRiAIAgYHB0t+j06n4z3BWIsHALyPlSAI0Gq12L17NwRBQCaTgdlshtlsRiKRQDgcLjjWSJWcILY/ZOQQ25pKFvXm5mbe5bsampubIUkS17WpFaW8VTqdDplMZtWCq1KpYLfbEQwG+WvlXgutVotsNpuzz7Uan1aK0+nEAw88gOnpaUQiEXR2duK9997jLS2UXhO/3w+TyYQDBw7keG1GRkawf//+kt/Dmp0yLw7zwCi9QCzkxCrvlL9dZ2cnuru7N6TRKUHUO+TJIYgdRCQSWdfT+fz8/KZPCoW6YgMrk9PIyEhVx5PJZHgOC+tn1d3djVQqhenp6fUeMgCgvb0du3btQiQSgc1mQyqVgsvlgsVigVqtxv79+3Hx4kXIsgybzYZHHnkkR/U4HA7z41oLZQdyZZNOdm2UOT4stKW8Di0tLfB6vTCbzQW9agSxU2kEI4dKyImGYb2dpLdqQmDJ1fm5KevptK5SqXjZt8Viwf79++F0OnOSb9cDCzcuLCzA4XCgpaUFX/jCF9Df34/9+/fDZDLlGDgtLS05xoher8e9994Lu92OeDyO+fn5kt/FvDnAJ94dQRD4v9n5stcB8LCWWq2GzWZDc3MzOjs7a3YNCILYesiTQxB1DBOuq3V+iFIPxu/3w+12855OtcDtdmN2dhYul4u/1tXVha6uLmSzWbz55psAgIGBAdjtdv6e5eVl2O32nNyc6elpTE1NoaOjo2DlFfPa5Df7zFfLZoaOJEkQBAHLy8sIBoNwu90IBAKIx+M5Jf8EsdNpBE8OGTkEUeew1gQsUbfWSJKES5cuVZy4vNY+x8bGYLfbeV8urVaLQCCADz74gIfFrl27hsOHD6O1tRUAVokjer1evPPOO9BoNFyZOB9lgjELXbHJO5PJQKvVIp1O57R8kCQJPp8PFy9eRDqdRjqd3pYVegSxHhrByKFwFVE3NFqYIL8tRTGy2SwsFsuGHgtT/60VkiTB7Xbj5MmTOHPmDF5++WWMj4/j/fffRygUQm9vLwDAbrejubmZf+7mzZvw+/344IMPEAqFEAwGIYpiyclYeR2ZwCLTuWFeHWXzTaUKsiiK5LkhiB0MeXKIuqHR1GbLfYpSlolXCwvTbBaiKMLpdCIYDGJ+fh6BQABvvvkmMpkMHnjgAUiShImJCTidzpwQ1IEDB/CrX/0K4+Pj8Hq9q8r1mUGjvHaspQN7XZIkXm3FcnIkSYJGo8lJ5N61axfm5ubgcrm4N4ggGoV6bsVQS8jIIYhtQLWCfwxm4LS0tOS0ythIgsEgTp06xT0x8XgcgiDA6XTCYrFgdnaWl40zVWG/34/Z2Vmo1Wpe1m2z2XD48GFMT0/j0KFDq46dhaiAT5KqlX/M2AE+6XOVyWR4qXk2m+WdysnQIYidBYWrCKKOWKulQTXGiV6vzwnXbBbxeHxVw1RJkjA9PY1sNovPf/7z2LNnD4BPzmtychKiKKKrqwsqlQparRYHDx7EyZMnkUgkCoaWlDo5zGACPlGGZv8GPqm8YkSjUX6sZOAQjUYjNOgkI4cgdjgGg4Ev7IFAYFMno/7+fpjN5pzXWIgoEonwppiiKGJ+fh7nzp3j75FlGa2trThw4AASiQQMBgN8Pl/R42fnqNTMUb6XeXyYF8dgMGDXrl1obm4uOz+KIHYSjWDkqOQ6PDKacAhi46k29FUJrKJJqaSsVqvR19eHTCaDeDyO22+/HTMzM5iamlpV3aVWq9Hc3IxkMolsNotbb70V9957L9+WzWah0+nKnjPyzzeTySCRSOAnP/kJ9+oQxFaxmcuxXq/HnXfeWdN9TkxMYG5urqb7XC/kySGIHYrdbs8pyVar1XA6nVyDRpZlmEymirt+VwLLeVGSzWYRi8WQSCQQCoXg8Xh4N/B8ZFnm4Ta1Ws3PR6vV8kqqSh6K8vN1BEGAyWTCXXfdhQMHDqzvZAlim9EInhxKPCaIHYokSTlCeE6nE5Ik5VRZCYIAQRA2vLIt32vk8/n4v2dnZ5FIJAp6ljo6OjA0NIRUKoV0Oo3e3l6eMKwU+lvvsXk8Hng8nnXviyCI+oKMHILYIjY6XKTUvVGpVIhEIqu8JeFweMO+X0mp8/T7/bDb7TCZTFhaWuKvq1QqOBwOqNVq7N27FzqdjjcsZa0Zqg1tZ7NZnD17FktLS+jq6sK+ffswOjpa1b4IYrtSr96XWlKWn9rv9+Po0aP8b3BwEIIgIBAIwOv14rOf/Sz27duHQ4cO4fe//z3/XKltBNHIKIXqNoNsNltUzVij0eS0VtgKIpEIAoFAzmtGoxELCwu4fv06RFHkvaeYByebzVY9SadSKZw7dw7Xr1+HzWbD4OAg2tvba3EqBLFtaIRwVVmzrMPhwPDwMP97/PHH8bnPfQ4tLS14+umnceedd2JsbAwvvvgivvrVr/Iyz1LbCKKRYT2p6gGNRlNztelKDThmtDAEQcDg4CD6+/thsViQSqW454sZiMqmnNVgt9vR2tqK3t5eqFQq7N27t+p9EQRRHt/97nfR398PlUqF4eFh/vrY2BjuvvtuDA4O4uTJk7h27VpZ29aiqhnihRdewLe+9S0AwCuvvIJvf/vbAICTJ0+iq6sL77333prbCIKoD1KpFILB4IZ+R7GwUqHXzWYzWltb0d3djX379mHPnj01f0o0GAx49NFHsXv3bgiCgFAohJGRkZp+B0HUO1vhyfnyl7+MU6dOYdeuXTmvP/HEE3j88ccxOjqKH/zgB3jsscfK2rYWFRs5p0+fRjAYxMMPPwy/3490Oo2Ojg6+vb+/Hy6Xq+S2fJ577jn09PTwP4IgNpdat3zITwg2GAyrvC6s8Wh+53ONRoO2tjZIkoSFhQWMjIzgzJkzvIGmUt2YUU1ujtFoxAMPPAAAuHjxIubn5yveB0EQlXHfffetWue9Xi/Onz+Pr3/96wCARx55BLOzs7y9S7Ft5VCxkfPCCy/gG9/4Bk/8qwVPPfUU5ubm+B9BEDuLRCKxyvBh4br85qPJZBKJRAKSJOH8+fMYGRnB/Pw8FhcXeVgrf1/sKbIaY0eSJEo63oGQ3tra1NqTE41GcxwWzz33XFnHMTs7i87OzpyCgr6+PrhcrpLbyqEiSyUajeKVV17hqqQOhwOCIGBhYYF7bKanp9HX11dyG0EQBLBSAWaxWHhZOLASPpuYmOBCgOl0GqIo4sMPP0RTUxOampogCEJO2wZGNWEtvV6PRx99FGNjYzh79mxNu7ETW0ehZq5ELrW+NhaLpe4cFRV5cn72s5/hyJEjOaJZjz76KH784x8DAM6dOwe32437779/zW0EQTQOarUaDoejYA+tWCy2Kgk7k8nA4/Ggr68Pd9xxB9rb2xGLxXgFVjGPTrU0NzfDbrfjtttuq8n+iK1nPdV3xObS29sLj8fDw+ayLMPlcqGvr6/ktnKoyMhRJhwz/uEf/gGnT5/Gvn378Nhjj+Gll17iE1mpbQRBbH/KvZ91Oh06OjoKVnEVW4ji8ThkWYbNZuPtF5gxxBYwVm1VC1g/rVqG4gmiXql1qGo9BmVbWxuOHTuGl156CQDw6quvoqenB3v37i25rRyodxVBEFWhUqlgMpnKCu+oVCp0dXXBaDRiYmKi4ISoUqmg0+kgiiJ/rbu7G62trbh69SoymQweeugh3HLLLTxclU6nYTAYcrqNVzOlLS8vY35+Hmq1GhcuXIDL5YLRaCyqLUQQG8FmLsc6nQ7Hjh2r6T7Lyat94okn8MYbb2BhYQEOhwNWqxXj4+MYGRnBY489Br/fD5vNhhdffBFDQ0MAUHLbWpCRQxBEVbBqqWw2y7VrSmn/aDQamM1mRCKRgpO5RqNBV1cX3G43F/wzGo0wm80IhUJIpVLYu3cv7rnnHjQ3NwMAPB4Puru7uUepWiPno48+Qm9vLxwOB5LJJH7+85/jwIEDOHXqVMX7Iohq2Wwjp9bhWbfbvb1zcgiCIBjKnJhi4obKsvFMJoNwOFx0Is9kMpibm+P7ZCrNfr+f99aamprC+Pg4EokEkskkfD5fTvl7tYsEywHS6/Ww2WzQarU4c+ZMVfsiiO1CvYSrNhIycgiC2DAqTQxmE2Umk4FGo0E2m11lPF26dAk3btxAKpWCJEnrnlxFUcTly5dx8+ZNHp7S6/U11w4iCGLzISOHIIgtR6/Xw2KxcM+PIAjo6OhYFbp2OBxIp9O4efMmlpeXkUwmEY/H1/Xd4XAYiUQCs7Oz+NWvfoVkMon77ruPEpCJHQ95cgiCIGqIWq3OqbBiRkw6nUY8HueeH5VKBaPRCJPJlPN5lpScSqV4O4obN26s65j8fj/f7+TkJF555RW8+eab5MkhiB0APaoQBLEpMPE+rVaLTCaTk6ycH5Iym81YXFzMaeir1+uxvLwMYMXYmZychM/ng06nK1hKXq0YnMfjqeb0CGLbUa/el1pCnhyCIDYFlpwci8WgVqu5V6ezszMnQZmVkkejUZ5wDGBVgnE4HEYqlcLY2Bg8Hg9EUcwRCWR/kiTl6Ork/xmNRgpNEQ1JI4Sr6M4mCGLTSafT3LAQBIEnGQMrE6/X6101aeZ7e1gllkqlwi9+8QtYrVZ8+tOfhtFoRDKZhN1uBwCMj4/D6XTCbrdzLxJrCsqMLp1OR+EpgtiBkJFDEMSWIEkSotEootEoAHBtHKA8N7ryvdlsFlqtFi6XCwMDA1haWuLvm5ubQyAQwIkTJyCKIjQaDSRJgkqlQjKZxOTkZM3aQxDEdqJevS+1hIwcgiDqApPJBFEUc/JwykGj0cDhcODYsWOYnJxEKBRCLBaDLMvQarW831Umk4EoijAYDNwrlEwmsbS0hGQyWfPzIQhi6yEjhyCIuiCRSFT9ZNnc3IyFhQVMTk7y8Jfb7UY6nUYwGITJZEIoFILb7YbFYoHdbodarcbS0lLFRhVB7BTIk0MQBLEJqNVqNDU18WTjSibfTCaDmzdv8l5WLpcLer0+Rw3Z5/PhypUrcLlcAICenh44HA5MTk7ycBlBNBpk5BAEQWwCOp0OOp0OTqcTsVgMoVCoos+rVCrYbDYEg0GEQiEuLhgOh5HNZhGLxTA2E+lIlgAAC1lJREFUNsYn9enpaYRCIQQCAcrHIYgdDBk5BEFsKVqtFg6HA4FAAKlUKqecfK3PtbS0IJFI8Eaey8vLkCSJv8aqtvIbd7I+WoW2EUSj0AjjnowcgiC2lGw2i8XFRR5aKtXJXIkkSZAkCV1dXZBlGbOzszll4EpvUP5kLssy1+Cx2+1YXl5uiAmfIBoNMnIIgthSyjVqlDBvj9/vRygUgkajyREOBFZCYAaDoWToi7WPiEQiVR0HQWxX6lnAr5aQ4jFBENsOpmYMrBhJSgPHYDDw//b390Ov1xfdDxMeJAOHaEQaQfGYjByCILY1rCcWQ6fTQaPRcA2cQijzfsjAIYidC4WrCILY1uQ/QYbDYVgsFoiiCLfbvWq7SqWCw+HA8vLyqhAXQTQS9ep9qSVk5BAEseNgxovBYEAikQCw4r3RarXIZrMwm82QJAlGo5F3NieIRqMRjBwKVxEEsaNQq9VIpVJIp9PcwAFW2j90dHQAAKLRKNLpdENM8gTRyJAnhyCIHUUxcb90Oo1MJgOdTlc0V4cgGolGMPLJk0MQRMMQDofR2toKh8MBnU631YdDEMQGQ54cgiB2PEz5OBwOIx6PQ6PRNMRTLEGUohHuATJyCILY8RgMBuj1egSDQa6UTBCNTiMYORSuIghiR2MwGOBwOKDVauF0OqHVarf6kAiC2CTIyCEIYkfCBP9sNhtsNhskSeJNOQmCaAzF47oMVylLPYnSRKNRWCyWrT6MbQNdr/LZSdcqGAzCYDDwlg8bwU66XhsNXavV+Hy+rT6EHUldGjkdHR2Ym5vb6sPYFvT09NC1qgC6XuVD16oy6HqVD12r+qBevS+1pC6NHIIgCIIgNo56DjHVEsrJIQiCIAhiR1KXnpynnnpqqw9h20DXqjLoepUPXavKoOtVPnSt6oNG8OSo5EY4S4IgCIIgOIIgoL+/v6b7TCaTdZdrVZeeHIIgCIIgNpZG8HGQkUMQBEEQDUgjGDmUeEwQBEEQxI6kroycsbEx3H333RgcHMTJkydx7dq1rT6kLSWZTOKLX/wiBgcHceTIETz00EMYHx8HAHi9Xnz2s5/Fvn37cOjQIfz+97/nnyu1rRF48cUXoVKp8Mtf/hIAXatiiKKIJ598Evv27cPQ0BC+/vWvAyh9HzbqPfo///M/OHbsGI4ePYpDhw7hJz/5CQAaWwDw3e9+F/39/VCpVBgeHuavVzuOGnWMbQWNoHgMuY749Kc/Lb/44ouyLMvyz3/+c/nEiRNbe0BbTCKRkN944w05m83KsizL//RP/yTff//9sizL8h//8R/Lf/VXfyXLsiyfPXtW7u7ullOp1JrbdjpTU1PyXXfdJd95553yf/3Xf8myTNeqGN/73vfkJ598ko8vj8cjy3Lp+7AR79FsNis3NzfLly5dkmV5ZYzp9Xo5HA7T2JJl+b333pNnZ2flXbt2yRcvXuSvVzuOGnGMbQUajUbu7++v6V93d/dWn9Yq6sbIWVxclK1Wq5xOp2VZXplY2tvb5bGxsS0+svrh3Llz8q5du2RZlmWz2cwXJVmW5ZMnT8pvvvnmmtt2MplMRn7wwQfl8+fPy/fffz83cuharSYajcpWq1VeXl7Oeb3Ufdio92g2m5VbWlrk9957T5ZlWb506ZLc1dUli6JIY0uB0sipdhw16hjbCjQajbxr166a/tWjkVM3icezs7Po7OyEIKwckkqlQl9fH1wuF/bu3bvFR1cf/OhHP8IXvvAF+P1+pNPpnP5e/f39cLlcJbftdJ577jl86lOfwvHjx/lrdK0KMzExgZaWFjzzzDN46623YDQa8dd//ddoamoqeh/a7faGvEdVKhV+9rOf4Utf+hLMZjOCwSBee+01RCIRGltFKDWflxpHjTrGtgq5XkNMNaRujByiNM888wzGx8fx9ttvI5FIbPXh1B1Xr17Fq6++umPzHmqNJEmYmZnBwYMH8fd///e4ePEiHnroIbzxxhtbfWh1hyRJ+Ju/+Ru89tpruO+++3Du3Dn84R/+YU7+CUEQ9UndJB739vbC4/FAkiQAKxamy+VCX1/fFh/Z1vPss8/itddew69//WuYTCY4HA4IgoCFhQX+nunpafT19ZXctpN5//33MT09jX379qG/vx9nzpzB448/jldeeYWuVQH6+vqgVqvxta99DQBw2223Yffu3ZiZmSl6HzbqPTo8PIz5+Xncd999AICTJ0+ip6cHly9fprFVhFJjpdptRO2RGyDxuG6MnLa2Nhw7dgwvvfQSAODVV19FT09Pw7son3vuObz88st488030dTUxF9/9NFH8eMf/xgAcO7cObjdbtx///1rbtupfOc734HH48H09DSmp6dx55134l//9V/xne98h65VAZxOJx588EH85je/AQBMTU1hamoKn/rUp4reh416j7KF98aNGwCA8fFxTExMYP/+/TS2ilBqrFS7jSCqYpNyf8ri5s2b8p133inv27dPPn78uHz58uWtPqQtZXZ2VgYgDwwMyEeOHJGPHDki33777bIsy/LCwoL80EMPyXv37pUPHjwov/POO/xzpbY1CsrEY7pWhZmYmJAfeOAB+dChQ/Lhw4flX/ziF7Isl74PG/Ue/Y//+A9+nQ4dOiT/+7//uyzLNLZkWZYff/xxubu7W9ZoNHJbW5u8Z88eWZarH0eNOsY2G41GI/f09NT0rx4Tj6l3FUEQBEE0GBqNBp2dnTXfL/WuIgiCIAiiIfH7/XjwwQf5/8fjcUxOTsLr9eJLX/oSZmZmYLfbAQDf/OY38f3vf39d30dGDkEQBEE0ILUO5KhUqjXf43A4cioTn332Wbz33ntoaWkBAPzwhz/EF7/4xZodU90kHhMEQRAE0Vi88MIL+Na3vrVh+ycjhyAIgiAaELnGJeTRaBQ9PT3877nnniv5/adPn0YwGMTDDz/MX3v66acxNDSEr3zlK5icnFz3OVK4iiAIgiAakFqHqywWS0WJxy+88AK+8Y1vcIXrn/70p+jt7YUsy/iXf/kXPPzww7h+/fq6jomqqwiCIAiiwdBoNGhra6v5Pss1cqLRKDo7O3Hu3DkcOHCg4HsMBgPcbjccDkfVx0ThKoIgCIJoQGodrqqEn/3sZzhy5Ag3cCRJwuLiIt/+6quvor29fV0GDkDhKoIgCIIgNpkXXngBf/qnf8r/XxRFfP7zn4coilCr1XA6nXj99dfX/T0UriIIgiCIBkOj0cDpdNZ0n1qtlsQACYIgCILYehrBx0E5OQRBEARB7EjIk0MQBEEQDUgjeHLIyCEIgiCIBqQRjBwKVxEEQRAEsSMhTw5BEARBNBjVaNtsR8iTQxAEQRDEjoQ8OQRBEATRgDSCJ4eMHIIgCIJoQBrByKFwFUEQBEEQOxLy5BAEQRBEA0KeHIIgCIIgiG0KeXIIgiAIogFpBE8OGTkEQRAE0YA0gpFD4SqCIAiCIHYk5MkhCIIgiAaEPDkEQRAEQRDbFPLkEARBEEQD0gieHDJyCIIgCKIBaQQjh8JVBEEQBEHsSMiTQxAEQRANhizL5MkhCIIgCILYrpAnhyAIgiAakEbw5JCRQxAEQRANSCMYORSuIgiCIAhiR0KeHIIgCIJoQMiTQxAEQRAEsU0hTw5BEARBNCCN4MkhI4cgCIIgGpBGMHIoXEUQBEEQxI6EPDkEQRAE0YCQJ4cgCIIgCGKbQp4cgiAIgmhAGsGTQ0YOQRAEQTQgjWDkULiKIAiCIIgdCXlyCIIgCKIBaQRPDhk5BEEQBNFgnDhxAh6Pp6b77OzsrOn+aoFKbgRTjiAIgiCIhoNycgiCIAiC2JGQkUMQBEEQxI6EjByCIAiCIHYkZOQQBEEQBLEjISOHIAiCIIgdCRk5BEEQBEHsSP4/qZneaUBGHoAAAAAASUVORK5CYII=\n", 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\n", "text/plain": [ "<Figure size 720x560 with 2 Axes>" ] @@ -487,22 +496,22 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 1411, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.colorbar.Colorbar at 0x7f9797a086d8>" + "<matplotlib.colorbar.Colorbar at 0x7feabe9b0ef0>" ] }, - "execution_count": 25, + "execution_count": 1411, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 720x560 with 2 Axes>" ] @@ -520,22 +529,22 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 1412, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.colorbar.Colorbar at 0x7f9797b8ec88>" + "<matplotlib.colorbar.Colorbar at 0x7feabb940cf8>" ] }, - "execution_count": 23, + "execution_count": 1412, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 720x560 with 2 Axes>" ] @@ -546,29 +555,67 @@ ], "source": [ "figure(num=None, figsize=(9, 7), dpi=80, facecolor='w', edgecolor='k')\n", - "plt.imshow(imgtt_copy[0:100,1020:1184], cmap = 'gray',vmin=55,vmax=200)\n", - "plt.title(\"original blanco y negro\")\n", + "plt.imshow(imgtt_copy[300:500,200:400], cmap = 'gray')\n", + "plt.title(\"blanco y negro\")\n", "plt.colorbar()" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 1050, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.colorbar.Colorbar at 0x7f9797ac3c18>" + "<matplotlib.colorbar.Colorbar at 0x7feadba63ba8>" ] }, - "execution_count": 24, + "execution_count": 1050, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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nzdZD0I0tiAllNm5zsVgMVSUWi1Gv11tqxkboGrOF8fSI0gDsN8a89dxzz5HP533XQJPxzjI8WJvxOjDaofncSQKPXtBoNCgWiziOw6lTpxgbG2N2dtb3Wuh2yGzQs8J8rtVqy6Lu4FzfmBuW2d5G2nVOqVRiYWGBYrHoe57Yvhs+onROQyGMzaRYUPsz/rKDoF6vc+bMGebm5shmsxw4cIBiscji4qI/Odbt4wUFqTmGiFCpVHwzBiwfXGaZjbTrHDNBGrzxWYaPKJ3XUAhjQ9B+apLnDKozjf3V+O+aUOVe0fw/g/7HrfpgpaRAlvbodBK5E4JKRZSEwTASpf4PhTA2eRlisRiTk5O+DdX4zA4yKXowom0QBH2Pmwlqy/bCDwciwpYtW0ilUuTzefL5PBAtoTAsdDM3RT8IhTA2dk9TeiiZTC6ziw6SXmpQ7bCakI2C4/1mw6TlHB0d9aMl7Y1ycESp30MhjA3GMwBYFklmWZkoDbRhJ5lMcuGFFzI6OsoVV1zBhRdeyMmTJzlx4gQLCwscOXLEjuUBEKVrZE1hLCL3Ar8AnFbVV3nLtgKfA3YDh4FbVXV+o40xE3fGbGFyK1gsYSeVSrFjxw62bt3K6173Onbv3s3hw4c5dOgQhw8f5tixY3YsD4AoCeN20lR9Gri5adkHgEdUdQ/wiPd9wxjNOCiIV+rM4ESfxRIGgn7fJrG/DcAZPM05YFq9wsCamrGqfsur+RRkL3Cj9/k+4DHg/RttjKpSLBaXfV8Jk7XN2HPD0JnWfru5MZGQJj9IsVj0c17YQJzBsFkm8Lbpuaz1J4FtrTYUkTuAO9rdcSeDNmwDPGztsfSPRqPhl8JaWFhgZGSEhYUFlpaW/Ek8S/+JUr9veAJPVXW1qs/ag+rQYQxyCEs7LIOhXC5z9OhRkskk+XyeiYkJ5ubmWFhYoFQqDSyAabMTpetyvcL4lIhsV9UTIrIdON3NRrVDlDrZMvyYvCulUskvnWUqe4fFlLYZiVK/r7fOzEPAbd7n24Cvdqc57dFpZY1mup2Y3tI/TCHRZDIZynOoqiwtLXH27FlyudyqQTuW3tLu5F1YBHY7rm2fxZ2smxaRGeBDwIeBB0XkduAIcGsvG7kSG+3AQYZaW9ZPPB4nlUoB+I/+YTqPqupP3HVSNdzSG6LU9+14U7yzxaqbutyWvhKlk2Q5hymblEgk/HmDsHortEqZaukfXayRuQu4H9dZQYF9qnqPiPwX4BeBCvA88G5VXfB+cxdwO1AHfldVv7HaMTZlOdwwPZpYOsMI4mQySTqdDq25wmDH2WDpopmiBrxXVa8E3gDcKSJXAg8Dr1LV1wA/Bu4C8Na9A3glbpzGX4jIqkUWN6UwtkQX48sbrH5tBZ5lJbppM1bVE6r6pPc5CzwD7FDVv1NV4yrzOLDT+7wXeEBVy6r6AnAQuH61Y4QqN4XFshbGYyFoArDC2NKKDsbGtIjsD3zf57nlnocXBHcN8J2mVb+OmyYCYAeucDbMeMtaYoWxJVKYDH+WzghzhGgvJzk72O+sql631kYiMgZ8Efg9VV0KLP9DXFPGZ9bTTrDC2GIZeoJpaU0irkFjcsvEYjEcx+lZhsZuCnkRSeAK4s+o6pcCy9+Fm0ztJj13wGPArsDPd3rLWmJtxhbLkOM4jl9xHBj4hKdJ9GUmYxOJhN+2bmJyU7TzaqPNAnwKeEZVPxJYfjPwPuBtqhosBfQQ8A4RSYnIJcAe4LurHcNqxhbLkGPs6hsNltooRhMeHx/n0ksvJZ1Ok0qlcByHo0ePcuLECT/RUrfo4n/9KeBXgadE5Afesg8CHwNSwMPeTe5xVf1NVX1aRB4EDuCaL+5U1VVVfyuMLZZNQBjyuBgNfWJigiuvvJKJiQnS6bRfy3FpaQnHcSiXy11raxf38/fASo8UX1/lN3cDd7d7DCuMLZYhx1TAHrRAjsfjZDIZpqamuOyyy5iamiKdTiMiHDt2jEwm45dfC5sw7gdWGFssQ86g6zgaUqkUW7ZsYefOndxwww1s376dZDIJwLFjx3j66ae73k4rjC0Wi6UJM1lWq9X8l5lMNN+76emxWZLLWyzrxibP2ZyUy2Xm5uY4efIkzz77LPPz88RiMVSVF198kcXFRfL5fFfHRpTGmRXGFoulL5ikTqVSyRfE5sa8uLjo177sJlYYWyyrEKULxNI9jDA+ffo03/zmN0mn036+56NHj7K4uNj1XCNRGmvt5DNulTpuK24c9m7gMHCrqs73rqkWiyXKGB/nbDbLgQMHcByHSqVCvV6nXC5TqVR6cryo0E4EXqvUcR8AHlHVPcAj3ndLCxzHIZlM+tFGxreyXUzU0qCjpyyWjVKv1ykWi37SJyOQe8FQVfpQtwr0Ce9zVkSewc0+tBe3AgjAfcBjwPt70sohwFSoUK+ke6dJ0Y0wtolyLFGn0WiQz+f7dqyo0JHNuCl13DZPUAOcxDVjrPSbO4A7VlrnOI6vIZpOi1LnNROLxUilUoiIbwsLOtubl9Fwa7XaecK4VXYtE8cfFp9RS/uYp6JYLOYnwy8Wi1Sr1bZzI1jWR1i03nZoWxg3p44LPi6rqorIiv/aywm6z9vHsm0SiQTpdNrXEsNcQqcdMpkM27ZtQ0QoFArUajWWlpYolUr+fzMXpKr6/9lgkqcY7TlIKpVidHTUf6yLah9tRlKpFBdccAHpdJrp6Wni8TgzMzPMzc1RLpcpl8uDbuJQEiYTRDu0JYxbpI47JSLbVfWEiGwHTnd68KAdtNFotNQWo4CIkEqlmJ6eXqb51Go1qtWq78KzUrKW5ixWjUbjvFnlqA0syzlMghxzI04kEsTj8WVPhpbeEKVrph1vihVTx+GmiLsNt1L0bcBXOz244zgkEgkA/xG8WVsMYtLsDTrGvhlzoe3atYu3ve1tZDIZarUa5XKZRx55hAMHDlAsFn07mdF6jblhZGTEz2CVyWQol8ucOnWKarXqH6NUKvl9E6b/vtkxN1KgpfnIPOkEo85U1a8ebekdUbpW2tGMW6WO+zDwoIjcDhwBbu304GYwNr9W2zaMmAtybGyMl73sZYyPj9NoNCiVSjz55JMkk8llSb2bbzbG1pxOp8lkMssucIO1FXefbkQCBidWW2GeiOr1+nnC2NJbhkoYr5I6DuCmjRy8VqtRKpX8CY7VJjJEhHjcbW7YtENjUjAFMs1FZ3Kz5vP5lnZBEfGrHZv/B9EaRFEiOJGWSqUol8ssLS2tu7/NmF3t99VqlaWlJWKxmD/e8/k8pVLJ3mB7iM1N0QHG2TsejxOPx9e8IIy2GDaNwribmZlxI4xN6GexWFwxzNNo+7FYzLchWnqHuaEnk0lGR0cZGxsjl8uRy+U2JBTXuuDr9bpvolpaWlp1W0t3iZJSM1BhHJyoMpN4rQZ20MMgrB28uLjIU089RTqdplqtUi6XOXv2bMsQT7OsWCwum8QLS52yYcLY9cfGxkin04yMjDAyMkK9Xvc9WDrpczP5lk6nmZiYQFV9r5lSqRSK/MGW8MqKlRi4MDYXwFruPara9XDJbnPq1CkeffRRHMfxL8jmibhmVNXXzuCcHTNKgyjsBKMfp6amGB8f9ydMG40GiUSi42gs4/kyPT3NJZdcQqPR4OzZs1QqFWZnZ33Xxm4nvrF0RpSuI5soqIsY26CI+CGeqwliQ7MLm6W7NE+gGROS4zi+K2Wn/W6eYsykrVEU8vk8CwsLVisOCVE6B1YYd5FiscjMzIxvcoHW7k6W/mGeqmq1GvPz85RKJTKZDOl0mlwut67UjSa8/bLLLmPv3r3k83n279/P6dOnmZ2d5cyZM5ESBMNI1Cbw7IxRF2k0GlQqFcrlMtVqdVWfaUt/MRemseWXSqWuRDMmk0kmJibYsmWLb/owx7MMnm4lChKRXSLyqIgcEJGnReQ93vKtIvKwiDznvU95y0VEPiYiB0XkhyJy7VrHsJpxFzBeEdbWG25UlWKxSKVSoVAoEIvF1l3qp1wuU6vVOH78OAcOHKBUKi0LcbaEgy5ejyZ75ZMiMg48ISIPA+/CzV75YRH5AG72yvcDtwB7vNfrgU947y2xwrhLtErwYwkX3ZpUM/vJ5XKcOnWKcrnM4uIi2WzWTtqFiG5dj+vIXrkXuF/dBjwuIpMmfUSrY1hh3AWiZpuydI9Tp07x7W9/m0aj4dujS6WSv97cpM27HSf9o1dPqm1mr9wBvBj42Yy3zArjXmM14s3JqVOnOHv2rO9zDPjCOBjWHnxysmOlf3TQ19Misj/wfZ+XcXIZ681e2Q59F8a2MrBlmDDRl8ZjI+hJY9YHP9ux3186eBKZVdXrVtugw+yVx4BdgZ/v9Ja1pO/eFLZ0kGWYMMK4Wq36pYSMO6MxXxkfZ2ui6C/telK06U2xVvZKWJ698iHg1zyvijcAi6vZi2EAmrHVDCzDih3b4aOL56TT7JVfB94KHAQKwLvXOkA7+YzTwLeAlLf9F1T1QyJyCfAAcAHwBPCrqrpmvLLVDiyW3mI9e87RRW+KjrJXel4Ud3ZyjHbMFGXgzap6FXA1cLOndv8J8FFVvQyYB27v5MAWi8XSa7plpugHawpjdcl5XxPeS4E3A1/wlt8HvL0XDbSEA5MYJxaLWbt/yAmTgBkkQZv9Wq8w0NYEnojEPDvJaeBh4HlgQVWNd7vxobMMKSYxTiwWC3XVFYslSJQ047Ym8FS1DlwtIpPAl4Er2j2AiNwB3LGu1lkGiqlC4jgOqVSKRCKxrJZbuVwOzUCOCtae21+i1M8deVOo6oKIPAr8JDApInFPO27pQ+c5Tu8D2IhDtKX/mECGRCLByMiIX8vPJEPaaJKdzYgx8bQqOGDpLlHq4zXNFCJyoacRIyIZ4GeBZ4BHgV/yNltXdWhL+FmpUGyUBnhYMOW1ksmkX4fP0nuGzUyxHbhPRGK4wvtBVf2aiBwAHhCRPwa+j+sQbRkyTHkhM2gbjYZfeDUsgzjsmNp78XiciYkJ4vE48/PzNqFQjwmToG2HdqpD/xA3KUbz8kPA9b1olCU8NEeRBQuvWjrHmCnsBGh/iNI4tYmCLC1pNBrk83lfszNlioxAjpLWMUjUK6arqmSzWRzHCX09x2EhSmPUCmNLS1TVr+FXq9X8JDhRGuBhweSwqFQqOI4TKY0tykRprG5qYWxSHDqOQzwe98smRekE9otGo2Ez7m0QI5Bt0qD+MHQ242HGCOJEIkEqlfKrBkfpBPYT2y8bxxao7S9RGrObWhibyamwubhYhhNjexeRddfes3RGlK7pTS2MzcVg7aAbYyXPANuf5+M4DplMhlgsRj6ft5N4fSBKN7xNLYwNQc3YlMmxmvL6sf22HBPwkUgkGB8fJ5FIAPjeKdbfuDdE7Rq2whj37lmtVhER0um0X0LH+NNG6YQOAts/qxOPxxkbG2NsbIxXvOIVjI6Ocvz4cebn55mfn+fMmTODbuLQEqWxORTCOBiyazq/k8cTcwc1Nj1gWemcKJ1QS/gwGe8SiQSjo6OMj48zMjJCsVgkkUhYL5UeEqV+HQphPDo6yvT0NI7j+K5Dc3NzFAqFjvZjwlVNtrJarUaxWFxWet0SbVKpFLFYjGq16vtQ9xoTQl4qlThx4gQLCwvMzc2Rz+dt5rseE6W+HQphnEqlfGFcqVSo1Wpks9mO9xOLxUin034uhmq1aidZhgjz5JNIJHzTVD8wXjuVSoWFhQWKxSK5XI5SqWTtxT3E9HtUGAphXK/XKRQKNBoNf4B3IkSDmsv8/Pwy1yN7sQwP5gbb7/PaaDQol8s0Gg1fCBcKBT8dqaV3WM24z1SrVbLZLI1Gg6WlpY4fQU3uAGOWaM7FYBkeBiH8jDA2k8SO41AqlWyAUR+IUv+2VXYpLATL/gQxj4DGRLFWekdzQYyOjjI1NcXIyMiy9cFMZVE6mcOMmQSLcraz4E0/GGxk6R3dymcsIveKyGkR+VFg2dUi8riI/EBE9ovI9d5yEZGPichBEfmhiFzbTlvbFsZeHbzvi8jXvO+XiMh3vAN+TkSS7e5rPcRiMVKplG/TDWI041wu52sgq9mK4vE4yWSSHTt2cPnll3PRRRedt896vb7mfiz9QURIJpP+5FtUUVXfRGG14v7QxeTynwZublr2p8B/UtWrgf/ofQe4Bdjjve4APtHOATrRjN+DW+HD8CfAR1X1MmAeuL2Dfa0Lk0uimWCu3bU61tRzy2QyTExMMD09zZYtW/wab5bwEUzoFGXNGKyrZD9pVxC3cz5U9VvAXPNiYML7vAU47n3eC9yvLo/jlqjbvtYx2rIZi8hO4OeBu4F/L+4V8WbgX3ub3Af8EWvcAUwkUjtmhOb15rfmcxAzM95OxyaTSXbv3s3k5CSvfvWr2b17N88884zvgXH8+HFrJw4JQSFsShWZZE4WSzt08GQ7LSL7A9/3qVu/czV+D/iGiPwZrmL7Rm/5DuDFwHYz3rITq+2s3Qm8PwfeB4x73y8AFtQtRho82Hk0V4eOxWKr2mJX03zMupW2abfTY7EYExMTTE1NsW3bNl7ykpdw+vRpxsfHqdfrK2relsERFMhRtxlb+k8HTyGzqnpdh7v/LeD3VfWLInIrbum5f97hPnzaKUj6C8BpVX1iPQdQ1X2qep2qXheLxRgdHSWTybS0/7XSbhuNBsVikWKx2JU0hKpKoVBgcXGRbDbrB3fYR8jwYPL/1mo1CoUC2WzWasWWjuiizXglbgO+5H3+POfK0B0DdgW22+ktW5V2NOOfAt4mIm8F0rg2kntw7SBxTztu62Ama5X5DO3ndzXuQd3AaOalUolsNkuhULCuRiElmJDdYumEPtjnjwNvAh7DNds+5y1/CPhtEXkAeD2wqKqrmiigvYKkdwF3AYjIjcAfqOovi8jngV8CHsC9Q3x1rX0Z7dbUAxuE4KvVaszOzlIqlRARFhYWmJmZYXFx0XfMtww3NhfE5qFb51lEPgvciGtbngE+BPxb4B4RiQMlzpljvw68FTgIFIB3t3OMjQR9vB94QET+GPg+rr1kVer1Otlsllgs5occ95tKpcLRo0eJxWKcPHmSkZERlpaWmJubszPdmwDjkWF9yDcH3TrHqvrOFqteu8K2CtzZ6TE6Esaq+hiuSo6qHuKcjaQtTGRbKpUiHo/7uR9MocZ+YB57jZauqlYj3kRYAby5iNJ13ddw6Hg8ztatW5mamiKdTvtRc7lcjhMnTvTNLliv1xERcrkc+Xw+UifMsjH6+fRjPEGCx7Q3g/4RtSfdvgpjx3EYGxtjYmKC0dFRyuWy78EQj8e7kmWp2fWp1ckwGrLF0iuCebbNuI6ScBgGotTffRXGY2Nj3HDDDVx00UWMj4+Tz+fJZrOcPHmSer1OPp/n7Nmza5osmge4wXEcP1za2AbL5bLvhRGlE2OJLmbsJRIJksmknyUuGJxk6Q9R6uu+CuNUKsXu3bvZvn07ExMTLC0tsbi4iOM4HDp0CMdxWFhYWHM/K1X2MMsTiYSfcU1EfHt0lE6KJdoY80Q8Hicejy+bLLSeHP0lSn3dV2E8OjrKG9/4RiYmJkin0xw7dgxVJZ1O+zmI24wTb2kPMstNxFazzc5i6QZBZaB5bBnhayanjUnMjsNzmP5LJpM4jtOTyivdMHv2k74K4/HxcW644Qbi8bifayKbzZJOp33PinY6b7UBHRTG5jgrbW81FMtGCE7ONc89mDFoE8e3xpgSM5kM8XicfD7fk+jKKF3jfU8u7zgO5XKZer3u+/dms1lfc4jFYv5kHtCRP6h6+WLNhKD5vZnUC+4nSifJEk6sprs+TOZEU+YskUhQqVSIxWJd12ajdH76KoyNUFxYWCCXy3HkyBGee+45jh075psoTHYuI4Q7ydJlyi4ZrTcej1Ov1327nfWesHQLc5OP0sUeFkzh32QyydjYGIlEwp/b6XbMQZTOT1+Fca1W4+zZs8zOzrK4uMjZs2eZn5/3E8AYYbnS5Fy7GG3F+BIDfkIiK4wt3SRKF3pYaZ7c7DZROkd9Fcbz8/N8/vOf5+zZs+TzeQ4dOsRzzz3H0tISs7OzfgrLYLjqWo8srYR2tVqlVquRSqUYGRnxhb19tLRYBotxYy2Xy6i6RWJNFGw3r82oXet9FcblcplDhw6xsLBAoVDg5MmTzM3NUSwW/ROTSCT8iZGNnJygEDdmD/tYabEMHiOAzTvgpyjo9vVpvSlaUCgUePrpp5cVFt2yZQvxeJxSqeQ7xgc12GY/YmhvIi44AWhOsrEdm0k+i8XSf0zwixHAxrWtF9dllK7zvgrjSqXC4cOH2bp1K2NjYwBkMhnq9TrJZNLfppVtt9McyMAyDdtW8bBYwoHJUd3rYgFWGK+C8f81LmzmZfwOm7Xh4Of1PHLUajXfHtVOwVKLxTIcDKXNWEQOA1mgDtRU9ToR2Qp8DtgNHAZuVdX5NfbjR8YFw0RLpZI/cbdaB66nY2u1mi0warFsUqIkjDt5bv8ZVb1azxXt+wDwiKruAR7xvq+JSd5jkgQtLi5SKBSWubb1mmEp+26xWFYnOPe02isMbMRMsRe3DAnAfbhJ59+/1o9EhNnZWarVKvl8nnw+7xedhN7Ofgbj4UVkVfu0xWKJPsPoTaHA34mIAn+pqvuAbXquyN5JYNtKPxSRO/BqQyUSCcCdpCuVSn61534SzPhmNWOLZXgJk9bbDu0K4xtU9ZiIXAQ8LCL/FFypquoJ6vPwBPc+gEwmo6bKszFNNGOi5dbrc2g8JprviMZebRN9Wyybhyhd423ZjFX1mPd+Gvgybu27UyKyHcB7P93OvoyfbysbcVBorsZq61tpvc1pD6N0oiwWS+d0y2YsIveKyGkR+VHT8t8RkX8SkadF5E8Dy+8SkYMi8qyI/Fw7bV1TGIvIqIiMm8/AW4AfAQ8Bt3mb3QZ8da191Wo1zpw5Q6FQ8AM81stqHhcradVmufFvtG5uFsvw08UJvE8DNwcXiMjP4M6dXaWqrwT+zFt+JfAO4JXeb/5CRGJrHaAdM8U24MuephkH/kZV/1ZEvgc8KCK3A0eAW9fakUkU1Ipu2HBX69goGfMtFsvG6GY6TlX9lojsblr8W8CHVbXsbWOsA3uBB7zlL4jIQVxrwj+udow1hbGqHgKuWmH5WeCmtX7fCabzjDnB2I+Doc0Wi8XSLh08/U6LyP7A933efNdq/ATwz0TkbqAE/IGqfg/YATwe2G7GW7YqfY/AWwsjcE0tu6AgtsUcLRZLJ3QgL2YDMRTtEge2Am8AXodrKXh5h/tYtrPQYLRh4wtskk5bX2CLxbIeeqy8zQBfUvcg3xWRBjANHAN2Bbbb6S1blb5nzmmVrMdxHBKJBFu2bGF6epoLL7yQbdu2MTU1RSaTIZFIWL9gi8XSET2OwPsK8DMAIvITQBKYxXVueIeIpETkEmAP8N21djYQzbg5r3AwCCORSJBIJEilUqRSKWq1mh++bLFYLO3STfdVEfksbsTxtIjMAB8C7gXu9dzdKsBtnpb8tIg8CBwAasCdqrrm433fhfFKHWQm7oIvk+vUhEq3Y6pwHGdgoc42cb3FEj666E3xzharfqXF9ncDd3dyjIEI41bLg4nggfME82rCzgSLGHNGuwK8GxjziRXIFku4iNL1GKoJPFWlWCxSrVapVCokEglKpZKv5bbq2JGREbZu3UoymWRiYgLHcThx4gRLS0tUKpWeJ7AGVszFbLFYBkuUrsdQCeNGo0E+nwfcHBWO4/ia8WqMj4+ze/duxsbGuOiii/x9AeRyua4J45XKPpnlpq0WiyUcRE05CpUwDtIqrHklHMchlUqRTCZJp9MAJJPJvuYsjtJJt1g2C1G6LkMrjDvRMuPxOJlMhtHRUbZs2YKIkE6n/XJO3WI1e3fU7sIWy2YgSk+roRXGnWCi84x92Ezg9aL0t8ViiQZRU5CGQhgvLS1x8OBBMpkMS0tLOI7D8ePHOXv2bF8m71TVRglaLCHECuM+U6lUWFhYoFQq+bbiXC7nV4W2WCybEyuM+0ytViOfz1Mul30zRT6f77mZojlZvcViCRdRui7bEsYiMgl8EngVbj28XweeBT4H7AYOA7eq6nwvGrkWwWRCuVyub8cNCmOLxRI+onRttutqcA/wt6p6BW5u42eADwCPqOoe4BHv+6ai3RJRFoul/6yUZqHVKwy0U3ZpC/DTwKcAVLWiqgu42ezv8za7D3h7b5oYXhzH8YNTLBZL+Ohx1rau0o4UuQQ4A/yViHxfRD7p1cLbpqonvG1O4pZnOg8RuUNE9jdl0e+IVgVG17ufbu0vbCfTYrEsZ9iEcRy4FviEql4D5GkySXhp41b8R6q6T1WvM1n04/F4R4LQcRzi8bhfgmm9mCRCpoKISWK/Eer1et+zw1kslvYZNmE8A8yo6ne871/AFc6nRGQ7gPd+usXvN0RQk92ofbZbGrEhTCcyCljbuqWftCuIw3INrymMVfUk8KKIXO4tugk3afJDwG3estuAr7ZzwNWyr7VspKfVjo6OMjY2RjzeuUeeidKrVqu+90VYTsKwIyJkMhnGxsZIJpODbo5lExElYdyuVPsd4DMikgQOAe/GFeQPisjtwBHg1nZ21OkfD2rFqVQKVaVcLne0D0NYZk03I4lEgmQySa1WG3RTLJuIKF3zbQljVf0BsFLl1Ju62poVaDQafp4J85gbpQ7eKM2mlTDdydvF3EjT6TS1Ws2v8m1t7dGlVTrZsBH29gUJfQSe8QMUEf99M13EzXbyqAkx81STTqcZHR31Ezr1sxKLpfsYJaFbUa7NY7wbRE1xCZ0wNmWTViq1FLXO7Ra9GKj9JviEE9X/YFlOt89jL6JZozTWQhWtEIvFGB0dZWJignQ6vSygQlWp1WrUarVIdfBGafaNbtdPutueI+vFtKFarVIul/3zt5nOYdRoZ+w016vs13E7pVsTeCJyr4ic9ipBN697r4ioiEx730VEPiYiB0XkhyJybTttDZUwFhESiQSpVMr3Cd6of7ElHBhbsfFiscLY0g+6GA79aeDm5oUisgt4C3A0sPgWYI/3ugP4RDsHCI2ZwgR3bNmyhZGRETKZDNVqlWw2y9zc3KCbNzCMuSZIO4IsLMLO2Liz2axvY7S24nAziLHTi7mQbt70VfVbIrJ7hVUfBd7HctfevcD9XjDc4yIyKSLbAxHLKxIaYQyuQE4mkySTSRqNBo7jUCwWN31mtKj/d1XtS5J/y3BgTJPd8Jrq4NqZbkrZsE9V9632AxHZCxxT1f/dZF7ZAbwY+D7jLYuGMDY2YZOHuFQq+eHGpkO7eZKiwjAIYotlLYy9eGxsjAsvvBAR4eDBgxvebwfjb9akbGgHERkBPohrougKoRLGRggbTaper/tBAsZFymxrL3KLZbgQEUZGRti+fTvxeLzfwrhTLsVNoma04p3AkyJyPXAM2BXYdqe3bFVCNYHXaDQoFovkcjkKhQLFYtF/vDXC2rpGWSzDRyqVYmxsjOnpaV7+8pdz6aWXdmW/vQqHVtWnVPUiVd2tqrtxTRHXeukjHgJ+zfOqeAOwuJa9GEIojJeWlpifn2dxcZFsNrss9DlMiaAtFkv3yGQyTE5OsmvXLq655hpe+9rXbnifQQVuo94UIvJZ4B+By0VkxksD0Yqv46aNOAj8P8C/a6e9oTFTBLGa78YwLoKA/yRhnygsUSAWi5HJZEilUl3ZXxe9Kd65xvrdgc8K3NnpMUIpjC0bI5lMMjk5iYhQLpep1+uUSiUqlcqgm2bpA1HJGxHEzA/FYjEmJydJp9Nd2W+U+iB0wjg4SRd8t7SP0YxFZNkEqGX4WSmxVBQwfsa1Wo1KpdK1YK+o/H9oQxh7eYw/F1j0cuA/AvfTxerQpp6cyVdcLpepVqt+5JalfUTEr2Ricj/HYjFisZhvshgmzIXby/DcsCsHjuP4L3MjNgmZouB9ZJ7ajhw5wqOPPuqb2TZCFP53kHaSyz+rqler6tXAa4EC8GW6XB06mLM4k8mQTCaJx+O22Oc6MELECGTTt8NYybrX/83sNyy5PlbCtMv0Qzwe96+dMLc7SL1ep1qtsri4yAsvvMDzzz/flf0OY3J5w03A86p6xIs+udFbfh/wGPD+9TbEhMkaLdj4GQ+bFtcPqtUqS0tLvnZk+rXT6iZGs26VRS8MBMNoe5HxKwqh26rqR6maijbBcxYFTFa/fD7P6dOnu6aEReX/Q+fC+B3AZ73PbVeHxk2WsSrBgRTM0BalzgwLtVqNpaUlYH1lrgzG9uw4zrJIyLAJ5F6OkbD911YENTwzTxCl0mLGxSyfz3PmzJmuafNR+f/QgTD2Si69DbireZ2qqoi0rA4N7PP2sWbPGE0krJpYr+lGHo7ghbkRQRy8IIzZI0oX+GbDnPcoelMYGo3GusuqNRMmE0Q7dKIZ3wI8qaqnvO+nTCYi6VJ1aHMiovaI1S2CtsmN/veNPF4H22EGdHNu6eC7ZfBExaSyFmbSvltEaYx2Yph5J+dMFLDO6tBrETaj+mYk2PetwtDt+bH0ii6nvhyuCTwRGQV+FviNwOIPs47q0GtRr9c3bcrMMA2MVqGiYWrjIDFeHMPoKjhMROnctFsdOg9c0LTsLD2qDm0v9vAQpcHcT6LgLrbZiZriELoIvG7ZTDczxte0OWjBaHF2Em7jmErlth/DTZTOT2iFsR3o68f4BwcDIYzNt1arbWpTUDex/Rd+onSOQiOM7WNf9whmaQtqxsFJuCgNUotlvURpnIdKGFuB3B2MBrxSboX1+m5H2XfVsnmJ0ngNjTCG812qLOsnGAAQ9Be2/WrZLETN0yU0wtg+PnePbgYA2LqDligTpTEbGmFsiR7NZqUoDXzL5iBKYzI0wjhKndZtmk0JK60z9FtDbfWY5zgOyWRymS3ZZIZrlyh5dFibeTSJ0vkKjTDe7LS62Fea2AzDAAum1zQ3iPXkFIiCQF5pItQSfqJmWut75vbN7DHR6r8H8z+sti5MWexMUifzqlQqHU+WNE8yhpVgwIwlWnQrN4WI3Csip0XkR4Fl/0VE/klEfigiXxaRycC6u0TkoIg8KyI/105brTDuM6sJ5FbLw5jUxJglKpUK1WqVarW6bmFl8jyEeWyEpd8tnRFUZFZ7tcGngZublj0MvEpVXwP8GC+9sIhciZv7/ZXeb/5CRNYs6td3YWxq3a3n4gu7BmVZP1bYWXpBtzRjVf0WMNe07O9U1djmHgd2ep/3Ag+oallVXwAOAtevdYy+2oyNndE8bgejwtbqEJPcHKJVwcDSPvacWrpJh0+S0yKyP/B9n7qFMdrl1zlXuHkHrnA2zHjLVqXvE3gbyTthtWKLxdIJHciZWVW9bj3HEJE/BGrAZ9bze0NfhbGqzhaLxTwwu47f+sVKB8A062hzMwPQ/LrS7l7TZLOLRJtXIIrtDnubL97oDnp9zYnIu4BfAG7Scwc7BuwKbLbTW7Yq/RbGF4rI/vXegQZFFNsM0Wx3FNsM0Wx3FNvcKb30gBGRm4H3AW9S1UJg1UPA34jIR4CXAnuA7661P+tnbLFYhpJueh+JyGeBG3FtyzPAh3C9J1LAw54J9XFV/U1VfVpEHgQO4Jov7lTVNaOhrDC2WCxDS7eEsaq+c4XFn1pl+7uBuzs5xiCEcSczlGEhim2GaLY7im2GaLY7im3uiCh56EiUGmuxWCztEo/HdXx8vK1tFxYWnhi0/dyaKSwWy9ASJWXTCmOLxTKURC2fSN/CoUXkZi9pxkER+UC/jtspIrJLRB4VkQMi8rSIvMdbvlVEHhaR57z3qUG3tRkRiYnI90Xka973S0TkO16ff05EkoNuYzMiMikiX/ASrjwjIj8Z9r4Wkd/3xsaPROSzIpIOY1+3SG6zYt+Ky8e89v9QRK4dXMu7R7fCoftBX4SxlyTj48AtwJXAO71kGmGkBrxXVa8E3gDc6bX1A8AjqroHeMT7HjbeAzwT+P4nwEdV9TJgHrh9IK1anXuAv1XVK4CrcNsf2r4WkR3A7wLXqeqrgBhuUpgw9vWnOT+5Tau+vQXXH3YPcAfwiT61sadYYXw+1wMHVfWQqlaAB3CTaYQOVT2hqk96n7O4wmEHbnvv8za7D3j7QBrYAhHZCfw88EnvuwBvBr7gbRLGNm8BfhrPRUhVK6q6QMj7Gte8lxGRODACnCCEfb1Schta9+1e4H51eRyYFJHtfWloD7HC+Hx2AC8GvreVOGPQiMhu4BrgO8A2VT3hrToJbBtUu1rw57jRQMZIdgGwEMgqFcY+vwQ4A/yVZ175pIiMEuK+VtVjwJ8BR3GF8CLwBOHva0Orvo3kNboa7QrizSaMI4eIjAFfBH5PVZeC67wY9HCcQUBEfgE4rapPDLotHRIHrgU+oarXAHmaTBIh7OspXC3yEtxQ11HONwVEgrD1bS+wwvh81pU4Y1CISAJXEH9GVb/kLT5lHtu899ODat8K/BTwNhE5jGsCejOuLXbSe5SGcPb5DDCjqt/xvn8BVziHua//OfCCqp5R1SrwJdz+D3tfG1r1baSu0XbpYnL5ntMvYfw9YI8345zEnfB4qE/H7gjP1vop4BlV/Uhg1UPAbd7n24Cv9rttrVDVu1R1p6ruxu3b/1dVfxl4FPglb7NQtRlAVU8CL4rI5d6im3Dj+UPb17jmiTeIyIg3VkybQ93XAVr17UPAr3leFW8AFgPmjMgSJc24I7vKRl7AW3FLkzwP/GG/jruOdt6A++j2Q+AH3uutuDbYR4DngG8CWwfd1hbtvxH4mvf55bjZog4CnwdSg27fCu29Gtjv9fdXgKmw9zXwn4B/An4E/DVuspjQ9TXwWVy7dhX3KeT2Vn0LCK7H0/PAU7jeIgPv6w3+f43H4229gP2Dbq8Nh7ZYLEOJiKipDrQW9XrdhkNbLBZLr4iSsmmFscViGVrCMjnXDlYYWyyWYeUbuKWl2mHg5aeszdhisVhCgA36sFgslhBghbHFYrGEACuMLRaLJQRYYWyxWCwhwApji8ViCQH/P7pzCS9BDItvAAAAAElFTkSuQmCC\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "imgttt_copy= imgtt_copy.copy()\n", + "x=4\n", + "y=5\n", + "AA_PART= img_part(x,y,imgttt_copy)\n", + "plt.imshow(AA_PART, cmap = 'gray')\n", + "plt.title(\"parte blanco y negro\")\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 1063, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7feadb360da0>" + ] + }, + "execution_count": 1063, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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vb2N4eBif/OQne7bYefDgwYMHDx5aMTU11RLtvFO89rWvHThzVdc1Offffz/uu+8+nD17Fh/60Idw7733drtKDx48ePDgwYOH7go5m5ub+OY3v8k8Kt72trdheXkZ58+f72a1Hjx48ODBgwcLHAZzVVeJx8vLy5ienoaq7lejKAoWFhawtLSEEydOsPvOnDmDM2fOsL9XV1cRCAS62TTHUBTFMBaIz+czjRPioRk+n2+gJ4VbuNbfD9ifF/1+T13X2fxsNBp9bYtddNpntN70u+/dhux9+Hfl11mjd7d7nx30cnzXarWej99rbfzIMBDeVQ888AAeeOAB9remabj11lv72KKr8Pl8CIfD8Pl88Pv98Pv90DSNDUhFURCNRhGLxdoqPxwOIxwOY3d31+WWG0MmsPn9/q4kIlRVFbquN5UdDAZRq9VQr9ehqipmZmawsrLCJrjP55NO9nq9bjkpFUVhz/P3yjYFu7/JoGkaqtWq6X2NRkPap+0swH6/v+WdjMrtZOFqNBotfS/rH/5vJwKruGHRc3y5VsKK+J6Uodzn83VlDDvd6KyEeF3Xm7KqG433QUKj0UCtVmvpC9mYazQa0qjf/PzmQRG9G40GqtUqAoEAqtUqGo0GAoEAOyTX63XUajWoqgpFUVAul1m54XAYfr8fhUIB9Xq9pZ26rpuuL4PwDb7zne/0tf5rFV0Vcubn57G2tsYGpq7rWFpaOlBh0vkJSUHBSqUS/H6/K1J+uVxmk9UOunVipc3B7cnOb0CKoqBerze9b61Ww/r6elOdndRPi5n4XWTfye5vMlgJODzEjcDqOVVVWwQ62TvJFnIj2BGS7KCTPrNzbycaPjcFHL5vrQRL8brd8evWZtvPDVrWNzIBR/ydBCH6ZtVqFX6/nwk4qqqiVqux9SMYDELTNOTzeTafgsEge9bn86FSqbAySVjnBSS+n8Q+c6P/qM0HCYdBk9NVTs7ExARe+tKX4pFHHgEAPProo5ibm2syVQ06Go0GisUiCoUC8vk8KpVKk/nNaEI7Kb+dRa1dqKqKcDhs2h475TuNAmuk1QCASqXS8pvP52tbO2Y0cUkwdQNON3YnAhHf/7zWrVcmUSd29k4WSVFAs1uW7F63F2snbekUbm+23USnWkLxkEZaLfp7ZGQE4XAYjUYDfr8fqqoygYSEF74tPp8PgUCAlU2aH7qPL5ufW26s3SIOg8BwENF176qHHnoIDz30EE6dOoWPfOQjePjhh7tdpasgIaRer6NSqbATNr/h9HJhEk0/TjE0NNSS5VmEncnfDbMAj0ajgVKp5Pg5M+5UMpnsS4h+XkgxE1RIKyAT+mQwWlQ1TWupx46pT2wv/zf/n53nje4TyzH6t1W5B50D5waPj+ap3YNJpxC/j6IozHRkBVpDad0YGhpi7fb5fAgGg6jX69jd3UW5XGbjlYSUUqmESqXSdCgkrS29e71eR7FYhKIoTfOc7uc1PHbnApU9CGtiN+ARj13A6dOn8fjjj3e7mo7g9/ubbLZGIF4O2XzpuW6BTiSydrVrKkulUkin04bXQ6EQEokE1tfXHZdtB36/H7FYjCVXNINbql/qq93d3SYB1Y1vZ/YdZJuyGW9EZnpqp41mC7LIg/H7/S39LArxQPMckXFpRJ6GWbvJJMG3l8odHh5GNpuVfnsZH4T+lnHKnJhx3DLnmbWXh1G7fD4fM3uYtd3n8yEUCrGDAP27mwcu2bjgtSRmfcePSeI5ViqVpmfI2YTXzvC/kTBEbeE3Vv4ZGjv8mBBNVdRmK9AzVt/C6p5BxaAKJm7i0Ec8JonfzgBtNBqoVCool8vI5XLIZrMs0/Hu7i5WV1eRy+Vca5vbiy5gbRYgQa5bqNfryOfzXSvf6P1IRU7X3ThJWy3suq4jFArh6NGj7DfazPkyjMpuF6VSyZAsTL8PDw9D0zQEg0Gp5gYAO6Wrqoobb7wRp0+ftlW/1bjlBRz+fl3XceLECUPPSv67id9ZJjg6mTvdmGvtfkO77SiXy+wQRP/uNmRkXidaERLyd3d3mzQ7BP4dRMGI3pX+TY4g9Fy5XGZUAvq/WC6NH2oHmcRk7bSDeDyOkZGRvmmJPVhjILyr+gknKkaaSCKy2SwqlQqGhoYQiURca5vRotVN6btQKKBQKBhep4lst99kp2m7GhqnhEon2i3Ssti53+g+EgiNzEskWGUyGek12b8Jdttl914RtLCbfWvawGq1Gi5fvszMYHbJzjKYab0A4KmnnjLUtimKgtHRUWxtbRmWIfI9Om1XJ2hH6DDS3Mo0Efwc7NRU4mSuieO1HVOF0f1m40MUPohMDFzV5JRKJYRCoSbzLC8UieZ+VVUZoZnX2tgVcsgEVi6XD6QJ1dPkeLAFIrRGIpGe2MbtoFvcBf70ZXVyCQQCOHr0aNt9Ii66VpwNs4VTvGZmDpDxRGT12unbSqWCdDotbYPYL7wGQ6ZdoXEm40Y47Zfd3V1mLpCReHnzra7r2NvbQzqd7sij0A6nx0wzoOs6tre3DZ/tFS/AzTklbtxGc4Wvk3er7hS6rkNVVcTjcWndZD6zalMnkHmwAs2CG40dEipImK3X68zdvF6vIxQKoVgsNh2kRE4Oj2q12iTgiM/wbZStd4VCAel0Gvl83tbhrduacg+tOPSaHLcwPj6OUCjU72Yw9GKxt6qjWq26mseEP8F28/1ETYVRXVaLGj1LizW5hhNIdU7xR3gzjpHJjTgJpFHUNM02UVlsm5N7dF1vMTO5AScnejtCTCeaObvg+UhGGj67ApdMkOfjcBH4cePmdyBhQbbRG7VPvOYmx82oLupPnkNGc4GEBlVVGS+JhCLRbV2EWewc2X1Or3Vyby/gaXI82EI8HsfQ0JDp6UpVVVeiONPJyu4pSkYWdAt2Jix5RLiBer3e10jYdr2LjJ7jNyparHkCu67rCAQCTPgRF3l6nn73+/2M7+M2YVb2rvzmLp767fSNGV/KrtcWz6Vy8i34Ovg2tKNl1DStJRyBUV+ZQVZ3OBzG3NycadvaCTthBp6sa3QdaBVmZN9NNBnKyrFqiwy8ZpHXLvGu5SQY0hihuUQCjJEWxShe0bUOnrzt1n+DiGv/S/YAgUAAtVqNuZinUqmW0/XExATGx8c7rouf7O1uuO3CSK3sBmZmZjA2NmZ5H3mTWBGH+Y3azOTUKZyUyS8EslAEAJjq3aieUqnEiMX1eh1nz57tqE1O76f2U9vpPxK8rfq53WsEcdx18q4+nw/z8/O2xhEP6gMjLYedzZw2atFcVSwWm6J/DwrM5puM2M4/J/u3FWS8GNnzfFBOIvpTLLDh4WH4/f6mvha/v5EGZ9D630P78MxVLiCVSmFvb4+R26rVKmZmZqBpGrunXZds8fTkRGI2c0F3CtG13O2YEKFQCJFIxJRzAbRusjL4fD5MTExga2vLMXGZr8OobqvfrO7h/zYyNZmVy/eB02edto+HrL+TySQLB9DuSY40WERyNruvVqs1bUxmdSqKgnA4jGKxyO7jXcV1XceVK1ds9TWPWq1mu8+MQJ6aIkhbKbrZ9xt8nwFXPd3o/yKXioQLIorzJGG79QHGsYAoij4fSZ28pTRNQ7lcRrFYZG3lD4cyWJmrBiHtQzcwqNoXN+FpclwAaXFqtRpz5RRzUTlV51GZ7aoBaUHodDEmGC3KbmFpacmxIGi2yafT6aZFKRwOW5q6ujnhnZhjjJ612z472hLSvpjdZ0S25sdkLpdjGwiZB5wKDWb1ydpO2hy+LP55XjtSLpeb7iMNGm2OvCDBl2EWHVt8B5GobmczN7unUqm0CDhmbs1GhOFumFxknBwZoZeEDjq0mAkJYiwaEmhk7eeFHRKIdV1HuVxuSrtDvxOx2qjuQCCAYDDY4rrOe21Fo1EmUNnBYTB1HSQcmq9BgaR6QQ72+XwYGhpq+k3cGFZWVpDJZKSTr1arYXFxEZcuXUIqlWK/O1XNu0nQrVQqbSURpUXECrVazVaMIbvcDzLp0H/lctlUS9Atc5YTkAlK1FLxY8fu+9uBlcnPjuaKzAXEjeAFCAJvzjJCtVq1HVpAljeM7yNN03DTTTcZbm48YVjTNCacEfggnzLBWMaX4v9tdeKPxWKmG6GMH2JXI9vrwHRGhzC+HXTdSkjjzUr0rKjR4fk1/G/EbRPLVJR9r1dVVZvMgzI3fAJfL8/5sdunB0nj43FyriH4fPsRQsUFrRsgNfnKygquXLkidVvMZrNYXV3F5uYmCoUCKpUKcrkc0uk0tre32aJPC7qiKAiFQoanaxHdCG7mFH6/H8FgsCW6bSeCZruCiOy0KSvbianGCmZchX6BNzeIEWdl94m/iRs6/x/vRUaguUDxo8y0I1Z9ZHcxDQaDmJmZYVoVfr6TgMK3mTYwmmdHjx5lCYVlm6CmaVK+iN0xUigUbG+EdswkjcZ+IsqRkZEmbVYymWwR0jrR8PCCNsGtwwF5RPGCi1Fb6duJ91CsnHA43CQoUZwq+s78f6R9NwM5T4j8omtBY+MJOdcQ6ITVi8FZr9extLTEVPk8aCLSKTOVSmFpaQmXLl3C8vIyVldXsbOzwxa2UqmEpaUl7OzsYH19XWqnHwQthAz1er0l1Hy3zV7tQqaB4CGLDGynTCsYfTvacJ14HrkJsW6rv/l20xila7VaDdls1nZ9nWyiiqIgm83iC1/4AuO3iMImz+cRT+i6rmNxcZG9g0zAIAcDHk60pu3w5Hw+n2kcrmQyiR//8R9nBwhFUXDjjTcyTzB6LhQKNXEFuwHRjEj/t6OBLJfLluszlUUHQXF9IS8q3uQo9rkY6dhsXzDSBtIzTmMWWX1LD+7i0PQyLb48Ya2bqNfrmJqawuzsbFNdtDiK6lCj4HTZbBa5XA5ra2tYWVmRRqg1OmG5DZ/P53iBlJkgOlHnyjzLrDgodl3ujfIlAfvaN5kZplMNj0wrQPfI+C0TExNtZ2d3Cn6DAoD5+fkmF3deIyeaCwg078xOe1T+8PBw21o+/ltQHYlEgiV7lL2PWD9B1IJ2+wBhd4OV5eYipFIp/MVf/EUTH+WrX/0qI11TOeVy2ZLQLGsPCUeyb8gL5EBrP8s0pEYu2zLzoJGTAx0YgX3OHc+xqlarLMegWIfYBn5eG3l0iUISrwF0up4N0kHP0+RcQ2g09jPZ5vP5rieyIxC7n0elUsHKyorj5JOqqhpuArJB1o0B18nkdCtCK+CMo6IoiiPBTLaAy+rl4cRUIZZpFkdI5kG0vb2NXC4n1aC4CXpXXruys7PDPItUVcWRI0eanuHHJt9XZm1TFAWTk5Pw+XzIZDItebf4+yKRiKm5i99MdV1HPp+XzgmzbyxCloTX7b62s1E2Gs35qUKhUJMwUqvVkE6nmw5RMi6JLF+UnfbQ/DUad2SGFr8B/Z+4eTRXzIQ6sW4xozj/zvz91WqVJTeVjT/+WVEAEg+ffH1GEAnTTmCVgNWDezg0Qg6hlyrCXC7XNJDL5TI2NjYcu1/7fD7Mzs5ienradGIMosmK4Kb2jNTRgDWXQ9f1JhdiIxid8gkyjpOu6xgaGsLIyIj0WTvCj1H7jX7vdrRnsQ2863ChUGB1V6tVnDt3DsDV9zbLgyUDb84C5BoUOqkTt8esLF7LR6YPK42f7HBAAhPgfqgEAs8n4TkldtHJyZkEEif15XI5FrxSBjoA8X1HUBQFN998M975zncyhwwnG7zo+UTu6EQm5tcWCjHAc6+oDWKf8yZqIw7Qte5R5WlyrjH0eiASsQ3YXyyXl5ctuQlG5ZCLpB11vh3tRi/h8/kMNRbtanhGR0cNidg87E48O1oHGcbHxzE/P29apl1ujdU36+V3k7VZXMxELovdxU4sl+egieC1WeTdJ+N52NHYKIqCoaGhFuGT3xR71c+8FkAktZqBYujwZjiCWRm86dPn82Fubs7xe5LQQH3EezDpupykDezP8fPnz+NLX/oS8vk8+92ORkn2XtRu0c2fYiCVy2UEAoGm6/w4IWGG+t7MKaFTjypVVVuSNg+SQOQJOdcY2rGfOoXf72eDmrI3ZzIZW2piI2iaJuVhGKmO7Wg3egk6bYmQudpbgRZUPiEev/DK7rfSqIh8Ajsnfrrv0qVL+N73vsfukT2j61cjsZptokbfhd5Z3Mjd2phlz+v6fp6gqakp0/7oZHGzKkPX9SbTg6z/rb6V+EwikbDV/92eI6Knjt21SbzP6N8iJiYmMDExAWC/HxYXF22vRzR/eK0eD1lfiaagYrGI5eVlxplRVbUp4axRvVa/83XT7xSyQlaukVnKyTdwAplmyzNT9RZexOMugJ+ElUoFq6urCIVCjnk4hEAg0MQrIXWzjPNjBTubYSKRQCAQwNbWluPyZahUKtIFq9FosGi5TkGmEdlpnf9d13WMjo4inU43ueOLi6OM/2IH/IIlI1jyZg/RFCJC1Jrw/5ZpLHjQOzhtPwmBgUCAkVb5k/n29ral8MW33U79ouBh9JyRlob/3U7f8GUtLy8bElDttt9N2HER58Gb5ZyAj8llFU7BrE0yzo3ZPXQfv/YRP4e4ZXb6nKIZi+DHPGlpyuVyUzJc0RzIm6qseDVOv4+s3bz2atAwqNoXN3GoNDm9QL1ebwlq12g0HPMVeNApiEi/qqpaqpvFE5KT03432P9mi4gTGJ386W9ZbiOekKkoSoua20wtbpajy4m6ViZgmWkh/H4/c38W79M0jWnG6P52F2J6lmKF8O8rbk48jLRIvTL58P1NZkvRNMG7EfPfph1hkIeVl6HVuKE2yDQHViEu2iWsUs4zO5CRb+2aIKmvee2pODd4M77sUCC6ftPvfH81Go2mQJR8ZnISTETvRF6wMRufVma/QTI3ebCG97W6ALcnQaPRQD6fx6VLl5DL5VCtVnH+/HkA5sHVqC3iJmSFXC5nyR1y6x3byc9jtImShku8l5Je0mIrknfp38FgsMmkZCXg8LwEs/sIY2NjLUHxjL6HuBHwWotQKNTSNqdmI1VVoWlaixbEzgaqKPuEYJ5rwPM0nLiBm7XbzIzFg1I3iL/HYrEmryA3uANW/BNqn5UpSDa2SKi18w14rYSduWjHrCWWw8fXESHTxtHvVn1M8bNkGiHS2FCZ/Hvy7SHtI41FCm3QaDQQDAabCOtiO2VhKPi6ZH1FdYuCqR2T2iBDdlDr5L9BxMH4EgOOUCjUtLC76S4NXCXYNRoNZLNZdnoxOmHxQoCZ1sAIdmzTvSBnGoFOZCJ4jZnMbMU/L2s/v4jSRmXWD3YnNt2TyWRQrVZb6rbivIi/Z7PZjjVtsjHC18ufyvkxZGRSo02b1woZcaTcaDMPftPihcdMJoNKpcIi4LajAZFxlewIMVZligKy0zAEInHZDqwEIsrRRCDybiwWa+pXmeDAjxHSoPEQzVyiVpNvo8xJQdTo8PdTX/J9YdafZqY4Wf+QR5fsuU4Jy/2GJ+R4sAWKzUDodAOiU3YoFMLIyAjz4Dl27BgjDxpBdqqif/P/7xR2sgqT0GDmmmlVhsyEZGbHFyecuEHz2gvxuVwu15TqQNzgZURJJ/1ZKpVaUlzw7+X02zi5XyZY8RotK54QRemmzUMWDt9MG8T3m9MNXXzeCHz7eBB3TTbWzN67W4K8rjebAckdulardc1lHdh/J7MDmJgTrFQqoV6vW2pbxXGYSCQwNDRka+MzEpqMrpHgJaufX2eMTNDU19Q2KksUOEVBTbx+UDQ1g4hSqYS7774bp06dwq233oof+qEfYpaJzc1NvPGNb8TJkydx00034bHHHmPPmV0zg/elXABpD6zs8FZQVRWjo6M4cuQIhoeHMTY2hunpaYyOjiIajUrNFECz6UMMY98thEIh5o5rBAq4Jbp6O93krDYnI9s/XRseHm4xD9GCb7ctpD0T67C7GYrCF4WVF6MGW5mxjN7TDLJxQRFh+TLFOvjn6ZTMpyQhzycA0gBsvEaIf6d2x6fZe4dCIbzqVa9qSgZL35bXyvGuxXYEy26eTnltjCw/kgiZhsQJ6vW66QGMhBq+DaSZ47Wfsn/zfZlKpVrc/WXaU/qN1xTJtIrAVQKwLKUGD/7wJDuM8M9SlGQ6jPEaYhozMrPgQdHSWMFtLY6TuXLffffhxRdfxHe+8x285S1vwfvf/34AwIMPPog777wT586dw8MPP4x3vetdTMg2u2YGz7uqA9DAdyt6JU0yEgwCgQCKxWKTGYU/DdPA4gl2yWQS29vb7F5+4aRFhRb7Tk4j5BZuxkuhtpKwI7p+8qpmYJ9QGwwGm/hAoVAI8Xhc6ulld8Hn+4D30uBPcXa+39DQUEuAR6t6zUCLKP/+sgzbbsBJLBYZqE20qLS72Ypci05B40jTNBSLRUYqjcfjzHuHb2soFEKlUmGaFFEL2ws0Gg3T/jO6Rn3X6WHKCmaCO6/9kIHWFVEwMoOdfFW8ZoY0McD+eKxWq4hEIixODi+skPaW1iASXqhdIoGfX0tpfeK5PJqmWRKxO/XIutYRCoXwpje9if1955134mMf+xgA4LOf/SzT6txxxx2YmZnBV77yFbzhDW8wvWYGT8jpAHSidQv1eh2FQoFFI6XTJ5kWRM8XVVVRKpWYepVcfik/F+8yGggEmDDGm17aBXlr2NFkiK6cImghCofDLOihaGbihQGnpp1KpWKopqff7Wy69A3sbtAUfRW4ujGJp1C6hzRjm5ubpv0pO/HahZ3vbeV5MmigsVEsFvHUU08B2CeQj4yMSNO3kIeRaH5wWqdV/4fDYQQCAZYBm4fdzd+sfgLNc7c3VbF9tMZYCYRGZiIz8Ace+tuoTXRII2FL07QWEzSVR2si3zZaR3juGAlO9F15wZhMs3wZfr/fMHO5FRF50IQftw9UuVwOc3Nz7O8HHngADzzwgOkzv/d7v4e3vOUt2NnZQbVaxdTUFLt29OhRlqDa6JoVPCHHBYjq3U5QLBZRKpUwNDTUkkW50WiwRU1RFBZ/hiY8/ZtOp/zC4fbmZbbQa5rmmJdEi0qpVGKb1NraGsrlsuGC0mt00g4xV46ISqXCVPxmIEGwm9yNbqMd/pEVeKG4VqthZWXFtlDXbl1mEGNbdRNie8TN3S3QZm/FiWu3brN+JeFGdA6oVCotJkqj50VTNX17ei9eEOE1fKLJjNeK8kIdafVlGDThhuD2PIzFYlhZWbF9/4c//GGcP38e//Zv/9ZW3Dc78Dg5HUCU8N0YyLSAEAGW3J95bQZpeYBm3gEtBKTJIY0ITU561o2BbVZGOBxuWnjsoFgsssCAVht+N3kS3YTZCZW+m5Vm7GUve5mtdBb9QDKZtLWxu/39yLzLm3DdKFPU/sXjcdumokwmw8zGfJlug+dFdbMeEe3U0an2SuaxZTXeeIEIQFP+LVoPNU1rWhv5Z0iw4g+L/HpsVJ9dONEMX2v42Mc+hs997nP4p3/6J0QiEYyOjkJVVayvr7N7FhcXsbCwYHrNCoezd10CbUxuSumKojBSaLlcxs7ODlZWVrC+vo5qtYpyuczqpFgQJMTwJxKR/0ImL+KBiF5DfP2d2vzNXJztLHSiipj/fRA3dzNQf1qFFbD7Xt/4xjdQLpcxOjrakhOHYGfRJPV8p+DLmJmZkQq3vEYxGAwiGAy6quXQdV1qmpIJO3bfmcjaPHK5XEcaEpnGxQ58vv1cU2YJSnm4yTFSlNbEqO0Kkt04nMi+p5hCh+cEioIwr5XhI7PXarWm2DvUp2Qi03W9RQMk2wuM0tkQ+n1g6xfx+MyZM/j0pz+NL3zhC0gkEuz3d7zjHfjEJz4BAHjyySexurqK17zmNZbXzOCZqwYIZBvO5/PM04EmUiAQaOKEkEqaz8bNa3fEgHf86YP/nTw2RM1QJzAT+mjRsJoQwWCwZeNya0EQiYEUAt7NBYfvQyshWPQoMQOZzPL5vKFngR2NRifvy5sr+DKef/55aZn8+1erVebtZsc8J6uzXVD+MDEiuQyNRqNFfW6nfp43YgW776MoCo4fP45MJtM1lb4RAoEAotHoQKYmEMn01WqVec/xgh6vdaH/k0cX7+RAhOZarcYiJ5PZirTi9H2pTPq3kWApkpjFeDv9NmP1Q8haWVnBBz/4QRw/fhyve93rAOyv90888QQ++tGP4j3veQ9OnjwJTdPwyCOPsMOG2TUzeELOgKFWq7H/eFAOlGq1ylTzpDol0xTPu+EnJP1tVh9fTzchclNkmxdtMKOjo9jZ2TE18+i6jnA43BRB1QqiEMCb/+w+b1dw6dbp1ex9SYAhLZJsAe6kXVbcCbPrjUYD6XRa+pxZ2W704/T0NMuI3a3F3Um5dje4er2Of//3f+/LhlSpVLCzs+N6uW4IraLGkj/wUR2kuSbzI613pVKJhZDgy5LxbcTDIv3Gfz8SgmTflDS57UR3vxYxNzdn+O0nJyfx+c9/3vE1M9gyV/38z/88jh49CkVR8PTTT7Pfz507h1e84hU4deoU7rjjDjz77LO2rnmQg1eL8iBCWzqdxtbWFpssfGAsWYRQOpWQIEQmik49q9oF2dDpJL+wsIATJ04AQFObFEVhSTXNFkJe5ewEIo+BDwBoB6T27pfpzIlqmBbYbrZV5CuIEOuXtV9VVVunsk6wuLjYVQGHYFV+O9/CiQAv1tXptzcy+9nxAnRSph2QdpunCoiaUDGeFc133rO0Vqu1RFbmtdl0nefJmcXKobr48BR0mKKAilYa7n6gX+aqXsJWz7797W/Hf/zHf+DIkSNNv99///247777cPbsWXzoQx/Cvffea+uaB2eDmp/QpAqXaRPoNCEmoyRQsMF+qUj9fj/GxsYwOzsLAE2xNHjzia7rSKfTtrkF5XJZShTtFmjR7Ha8knbB92OlUsHMzExXhRyrxc2OaaxarbqeFFbEIC3E3drUxLkt++58gtduoJtzkYQHqoP3aOIFLzI98c4aYtoH/v/AVSGHxkkgEGjRyMrWXfHAQ+Z/vj6rNfewko97AVs9e9dddzX5vgP7IZa/+c1v4t3vfjcA4G1vexuWl5dx/vx502se9uFU0CD7cCwWQzAYbDJH8ZOS1+7wattGYz9rbyfZ0DuFz7efl+aFF16AruvY3NxsOlnzC4VT8mSj0bCVFJGvIxgMOkomyYO0ZFYgz412QN+8E+i6jtXVVUeaANKqtCsYie87KILFoIDI172AjP/mhsBrJjDqum5omnHLeYAvR9QAiuXzHlR2zMz0PK0nRAcg7h6VyQtckUikxZNLZg4zQq8DUhI8TY4JlpeXmY0bADM/LC0tmV6T4cyZM5ibm2P/9ZuMNWjw+fYz7g4PD7PMyvyGTqpU/uTAq0tJEGo09rOZu32qt1tepVLB9vZ204mJR6eaEb48yijOQ9QozMzMYH5+3rTMdgUUqptf6Kg8u6p+Ixu/2TMyOCEZ0xian59np2Uqe2RkBMlk0lY5bqBfrtDdrjcYDHZ1jaMN2AjkodkO3DB9ucnF4U3P4trHtzWfz1v2Ob9ekPYnEAgwb1cy+wNXhaxAIIBQKNTE/RHj7wwyPCGnR3jggQewsrLC/vNUd82g01goFGKut+JmSWYqmmAk2PCCDt3n5mC0EkxEd3YjxGIxx5yMZDJpqOk4deoUxsbGTJ9fWlrCxYsXoapqy71OvGRkoAWuUqlgYWGBCaInTpxAOBw2dP/mIRNyjAQkN79po9HA4uJii/dKqVSy5d3TKfeA11B2G7I6eM2i2272gLlnnBsw0mranYsies09C4fDTakbjEAmY2of/2/+WX48WUUe5rXg5DVF5VICVVp7ySxFay+1mV+TRHOVrP97ZWY/rGhbmpifn8fa2lpTVMilpSUsLCyYXvPgHDSp9vb2kM1m2ebHk9lE0ifvLs6fxt1auAlWWgIS0Kw0F2KGbqP7eOTzecO6l5aWmuzzfCwGvu3Ufr5uRVEQjUYRj8dN22MH9XqdaTDJdFQul1l6AYLf70csFmP3GaET8xfBzvenscTzZIrFYkdRn30+HyYmJgy1J1YeVmJZTuptB24dCMTx305sLTfmbbtRmPk+6IXgSeEzjEJN8DwZsU9k34zn5gBXycsy0HjnteX0vfigqrFYjP1OEchpLREPBzyMvnu/BB1Pk2OCiYkJvPSlL8UjjzwCAHj00UcxNzeHEydOmF7z4Bw8n4ZXmfIqWZrIgUAAwWAQkUiEnV5o8tHJR9S+9FtzRvwWceGxWtRFjwVFUXDy5ElEIhEUi0Xk83m2qJsJUPV6nUVbJhU0mfX4vmnXK4ZXqRcKBYyPj7cIXX6/31YkYztRd0XCuaxNVpBlaO90IWs0Gtjc3JSWIdusrMoyetbs3kGEnXHlxiYiE64HDTzH0MoL1E7wR7qP91wlM6yMQMznwqJ20FzgBZ1qtdoiePJaHqqD+DxmkK19HtyDLfHx/vvvxz/8wz9gfX0dP/zDP4x4PI7z58/joYcewr333osPf/jDGBoawsMPP8yeMbvmoT1Eo1FEIpEm7Y04yXjBhmzzvPqd7uM3MJlJxE2pvN2yZCcygix7tKIo2N7eRqVSQb1eR6VSYe9itYjwQQobjQaSySQymUxXTrGUOZkXUKvVqq14JHSP2Tdy49TPe+gZCSU838sujAQOJ4KIouyHIiCt0qCeIHmYtfEgtJ9HN02JdsrlzVOy30XwyXEpTQNfD817v9+PSqXCtKVkouLHupjQl19LRdMWACYwDWKuuUHWvrgJW0LOQw89JP399OnTePzxxx1f8+AcjUYDoVCIuTXy5igxNDkRG+k3cfJbnZDo9GIU96QbcLJwqqqKV73qVfja177G1MvUH6lUqq36+fes1WrI5XKunq54zwuK9Cvj/NjhIVB5VifXTsCbBHjQdwoGg31LnEraNj6+kVGUZ2ovBcs8SIt6r3hJTmHVpkFrNz9G+AMiv47ypGUCudqT8MKnb+DJ3VQ+H7OMnut2WIROMUjfqVvwGL4HCMVikWkAyDxFro30bxKCSPjhA2PRbzMzMx2ZqLrhnWXHBEOnqHq9ju985ztNC4iRtoY/lREikUhLgDrRNOXG4hQIBFg91A6ZZojfFEQtjKqqUndjJ0KMm4ELqZ0U48hskTSq0w0PnVwu11S3zJvO5/NhbGzMdioRu3DLvCszHfMw09QZ/d5rknC3SfBugNZBfo7z31CMXMyDT+3Am51JW0zfkMYffQN6jq7z9R3mpJz9gNfTBwiFQoGdXhVFQaVSYZuN7GRPJ1ieoKcoimUkYcCcHNnJIkZ2arE8K60Jf4+u64YaG3HRLZfLLRtcsVhEIpHA8ePHm8p3e3HmF1VqB1+XqC2REfis3IH7hU76qtN+lj1PBwAejUaDpQWxKzCIgkI3N3ExkaRRfXbr74f5wUl9vRbAePAmKv5AIRM4xOSexHXkHTmAq8KRoiiMfEzCFK2fsm/ci+jedmGHTOzkv0GEJ+QMIFRVRTwebxEGGo0GSqUStre3WXbyVCrFNDQy11sSgOjfuq63cE3ahZ3NV1EUlsaB3qGbJjDSbMlOZJOTk+xklclksLq6yq675U3Fo1KpNGmE2tGoVCoVWwEc7RA0e73JONVEdANWGhzxmp1v1I3F3I0+CQaDXReIrdppZAq3o60V73drnJhpTWjtBOTzREyALEZNphg6tObQs1Qn/870b3rGQ2/gCTkDiGg0ipGREakwQBnKSVAJBALMBmy0oJMAxAemc2OhlgliMhSLRVaflZDTqRqXP0GJUFUVU1NTeNOb3gS/39/EKXHqwslHSrZSP9O7O3XflS30olkNaNb2GG0Ost+tPO26IYx0W8CxMpGR6TAcDrfcT5sUPz7bmSd231H0jpTVJzNfGsGNzZMytRuB1wrLQONHFveK927qBur1OoLBIAvFIF7j2yibR/x1Ap9Sh+YLjQ/yxNI0jd1HJmqglZtEWmze06vfOAyaHC8K0QAim80im822CAO8bTgYDCIajaJQKLBTErmK85E3+fgQPAFPtuE5XSD39vZsnXrt8Ft4l02r+2SEXR5G3mIbGxuIRCK4dOlSi0BYq9VsBboj8AKSWb/x2jVe2JO1T4RRX/AZjanPrNogeuLxz/KgBbtbJN1eL4TiuIrH4xgbG8Py8nJLe8g7sVPYfcehoSEAkGZlF8vinQyM4IaGNBQKoVQqmW7CJOjI3pPGpRg/Sya8mc0Fu31Ia1w8HkculzOM20W8LBJkje4RyyYBh9Kc1Gq1JnNVtVpFMBhkHlQk2NEcIsGIrg+aIDBo7ekGPE3OAMJI28EvPNVqFel0Gvl8XppdnE4q/Cnf5/OxaKIi2jkBWi26POyaAKxMHE7qFMs+cuQINE3D+fPnMT4+3lK+kwnv5F6y6Rv1gdN6q9VqC6dH9m+r8mWCjJiZ2Q7cJDa3A75u/n0URcH4+DiLGQUAR48exYkTJww38U4Wfbs8C2pLJpNBNpu19cz4+DhuueUWS01Kp0in0yiVSobflH6jtcboHl5Q4gNdAuZ97HQs0f2xWAyhUAi1Ws3Q609VVYTDYem4N2oTOXPQ+sCvnRQBmbKV0288yBOQoiGL66xHQO4+vB4+oCBBaGhoiKnegaunLH5hB65OJiLA9nJT4hfDdupVVRXRaNT0Hr/fb5oqQdd1LC8vI5vNIhwON8WBAdDircOj3U2cPN1GR0cRiURsbaCiaYJO+70EfS+77yx6qhmhnX60swmY9Ws6nW7SoD333HP48pe/3PEJVmZG5OehGXjTrd3DBcVR6qYHFf8d+W/FfwNqu9N8aCIp3OhZvly7wnaj0cDW1hb7WzywUJ9Vq9UW0znVx5ttaW2Vpc4hkIaHz1HHBxikwIJiIELRtN3vQJWHwVzlCTkHGKSZ8fl8TXlVgP3Q6MQbiUajTAPCE+i62S5xIeY9i+w8L56YSqWS6eJer9dRLBZNvWXIM03XdayvrwOArY1pbGzMVMgSk3ASaGHf2tqyTfbm76GQ8Wb3OIEV34PqBPbNFrIM7bJvYFf7Y2YCk7XFjQzsfCwdAK7FLpFpAjKZjKMyiCdnB6lUCqurq1BVFbfccott0r8T8C7SvHel7NtaaV5FU1U7MZXs5jmj9Y/MzUbaTPKw4tM0iBpwsV7Shot5v4iLw/NvxBg8ZL4SzVZO39FDZzgwPewNhlaQjZhfyGmh2t7eZrZ+PmUB74XVDRjFdQmFQpZBCAk+n69FK0PvZfY8v7CRlxXl6xkeHmb5aHgOhJHn0tTUFNtItre3kc/nW+6htpjlk6I+b0eoNBJy3IJRsEhd11EqlaQpAOyOG6fjS9yYfD6fVMi6lkCnfTvgtQ8vvvhikwaIn88UYReAqYm0G6B29HKtlgk0xH/h7+HBa11IeOH7iefi8B5V4gGEniWuJE8RIC0ub1qmcvi1wNPkdB8Hgnjs8/kwNDTkehTagw5d348Xk8/nmbaGQpPv7e1hfHycCRe06ReLRbb5d6MvZYHXFEXBDTfcgAsXLrAEo2ao1WqGXAWZIMMLAnSdTHbhcBixWAyFQoEl/hPbJpbr8/mwvb3NFkqreEFmLt7iu9KmZqVNcMoRMnvWiKxtZCqR1U3fVdYX/CZLp2o7bQSavxf/N7BvQjSqy6gdg7LQ2mlLvV43HTtiGaSFEPuXv4c2VcCdgJZ22sW3w8opoNugdvGCB2lVeO2XrjdnJOfNTPS8CCpL0zQmtNAzoraHT6tDCUH7LdDIMCjzpZs4MOqRUqnU1UiRfHwVI/NDtxCJRNqK0UInDnIpz+Vy2Nrawt7eHtvcedCiZ+XC2Mnpr1qtShfXF154AblczvZEtzP5zN6DNoOZmRm86U1vwnXXXYdoNNpyAg4Ggzh27Jjtcu3CqA/t8lI6WXyMNqBuPc+TUe3c7/P5MD093dQPvOpfFtgyEAg0EUBlfShqCvkyew2n6wevBeB/cwqZVsOqXvHvTmLttHuiN2sneS/ZLYf/j9oivpNMiOejIfNOG3w6B+L2yNYx+p0P2UHtHkQB57DgQGhyKAheN8HzWXot3VYqlY4WFtGsQSpUMmfxJ23S6nQrlw+VJ56S6DTldl1mZdK4KZfLTR5OPJ+gWq0yfo4bCAaDjB8lgrxO6N9WGiUnMCvPjW9sVoZT9fvY2FiLBsMsSzxw1WvFrB2iYBqLxZDL5Tru23bgxlg30lYB1u9C3jyBQMB07ZRxV+y0vV2tmew50roWCgVpmSKvyg5ozeGFnU6+Pwk9fDmiQEpaLDEWziBrSwa5bW5hoDU5ZGrpFXibaS8lbzO3x3bg8/lYzA9ZfA0KNW6HNNgugsFgE9+ASIG94AjQ4lOpVLC8vIx//Md/xAsvvIB8Ps80ZtQOK5OBE02Aoigs87nsGv9vUetglMeIF1iN6gSumgqoXDsaIyttiGiG4p+TaQCsxg250k5NTbFNmCCq/8U2ONmk6Nnd3d0msrmbcGMc8+/IczboN1Eb5ERYIzNJNw+HfPtl1+z2kRUxuV1hirg5Rjwho9/FPYBCA9AhSXQHJ+6OpmmMj6jrOuP+WOUo89BdDKwmp19alWsFtVoNu7u7KJVKGB8fl24qgUAAoVBIyn3oFEaLq+wU5/Y35r0cisUiM3XG43GWAZw8LaxOrU7NVsSbkP1udo9RO6iNvLBqpKWh6060ZsS1MWqn1b/NfhNB7/zMM8+YlhmJRJi7r92ynbalU7ipHZOV5ff7oWlakwDOayas2tDpoYmEe6uxTEIxz3+Znp5Go9HA5uamlFckg9v8QOonsyCnRm0RBXpyWODXFT7yMZGQRe8qmoeDmsJhkMnCbmJghZxemKiuVTQaDVQqFRbUq1KpIBqNMnUqTX5ZfpVBRjvaNZrIuq6zkO8UTdrJadMu+PJEjoXT53nwKnLyyjGaH07eKRaLtUS4lXFiugGjcUeqfjvB9XjBzm04FcB5E61VueJGKjMbkZlVrGNhYQGbm5u2cpq1C1ov7AQr1HW9KZIw73nUTzjhcPJaRPH71Wo19n68Gzp9M3pfSuJZLpfZ/BxUAYfgCTkeDiTMvGh4t2ESJGWbomyy9xs86ZRvnxW3hZ4j8ycF/ut0gtvZBK1O3e1osqzU+04g8iB6rUGVvX+1WrW9OfEkZDe1gqRJMUv1YaSlEE2TMpKrrCyjOox+66YQwZuXA4EAqtWqJW+K7t/e3mYHCKfriNhfpEWRfVer7y0T1kkgESFzJ6fEm3xMHfqN2lYqlRAMBpnLuKqqTMAh05XnEdxfeELONQKj0z2f1oFOvHYWx0ETcHjw/A3ZCVh2v67ruHTpkuE9VjBaUI2IlIDc5CB7ngROsw1BJEy7BZ4D0o3yzTAxMYFAINCUDb4TuNluCi7ZaX3d6MvLly+7XqYIfhyGw2GEQiHs7u42CV1mgrusnHYgE3BE92wr8MKn2donxo3ivf3od/qNNDpiMFEykVMZmqYNtJBzGDQ5A0089uAMNJmIrBqJRJBMJpnqmY/wKUO/1ctW4Bcpu5OT19g41d7wrqgzMzMtJgYZMXRkZKQlwJuZ+Yhvk1GwRF5QtQuZucCqHd0ERebmkUqlmsLxexhMEN8GaDb/dgN2Di18wks75fHaPiM4DTVgZI6jQySttR7lov/wNDk2MYjmGx6kCYjFYkyDEI1GEQwG2akDMOeJ2H2/djKWm5VBgbvswm5APTfAu42Kp1gx/xWwv5mXy2WWI8zK/ZW/xpsD6NRItn+np0EimvOaGrdJ3k7KK5VKUrOUHQQCAczMzGBpaelAnDzpIMF/M7f6ntYhmtNmXBK3UCgUBnrtM4NRn/ME/nZ5eY1GA/F4HPl8nvHISLghXg6Z21RVNYyv008chPnUKQZWyOFPw4MQLbLf9dtFIpFgrox0OiEBiAY0EenahZGAQ7Z7p2XY3cBJ2KCFpNONw46XCpn41tbWWL1G9+u6jitXrrS0t5P2RaNRw/ghZqhWq02JSLsZE8nte0XU63VsbGz0ZEG2MhlSeAaj60TCjUajLJ0KIH9/GVGZr58OJPz8oGtiG+ysT90ShAb5AGh0oHNDa83HwiG6AAlPJOCoqopCodAWP6kXOAxCzkDbJ6y8XwbdvNIL8DEYarUacrkcExDpdz7WSjfZ/jxhlCa926BTklXCTjuwiiXDCymKomBsbIz9W9Tq2DWJOYkdUq1W2xJw6PlisQi/34+xsTHTevlrdvId+Xw+JBIJwzJ4uBGlvFeeln6/HwsLC6bttaOVE5PlGkEWj4v/O5FI4KabbrLTdFvoZIOlNUSGw7BRyuD3+1Eul5vmPMXModQ5FK3ZiPDsofsY2F6nhYLU/iJUVUU0Gj3UA0dVVSQSiaaEmJVKhZH1SH3Ka3GM+qtdzQ65TYrolluvrussCaEdW7sZnLRR13Vsbm62XRfP77Hjuq4oCkZHR1nd7YDGwPb2tiOTmR2PMdG924iULdsYeY7RIM3fer2OlZWVpvVGjEtjV1Cwe58ZFySdTuO5556zVU63YRYgtd9CjllgU7vgHRlk+cHM6uXHiBhJPhqNsjRBvTCvOwXPsXLjv0HE4KwwAqzyBzUaDVu2YtIoDNJi6hZ0fT/2C2lngsEghoaGmIDIx8WhewKBgFSgsROThAcfY4fvW/572DVd2QUtJHxm315PrHbrlQXwMxN2dF1HOp3u+P2cbMx2Ua/XbRGGSRsl1k9qfGBwzMD0HayC39kFH0fF6j4jEKdrUCB+K37sUmTfXsPv9zvKbWUEMgsGg0EMDw/bIiIbRSKntZdSxgyyAHAYcGB3ficeJ71OuNkr1Ot1rK+vo1wuM7JxqVTClStXUKlUGEGRN1EZbSpm5gCxnzVNQzKZZM/1aqPS9f1YN3bj01gtfL1cfOjE5/f7EYlE2L/N2mh3oxxkyMZGpVJxNY2JGzDSRLXb/+3kWzpo4N+PjwjcS8zMzOCWW27puBxd349xMzY2hu///u9vW2hSFAXhcJgdLOkQOKh70GHQ5Aws8dgKNKFCoRDb0I3u6+VG3GvwRESKTurz+ZDJZBAOh1m+ID4fi9UpRdO0pnDkIo+nUqlgZ2enpQ2JRAKFQkF6+nSLdJdIJLC7u2uYAJO0V+LvQGdqdaNnjYIPyp6ne4aHh1EsFlu8s7q1SIgeYlSf23PCDa+7fkAmzFiZGHiPRSf9qKqqI+1ML8mqndTVrw1ufX0dqVSq43JIAFlfX0cmkzF8n1qt1pS7SlxLSYtOGnPam2gdHiTNHNB/U2MvMHiipU3wHkO8N4IRDkrqAjegqiqy2Syy2SxTnYoEZSu0s1llMhnDSezWQr2xsSE1g8n4LjSBVVVFKBTquG7e5ZTyfvH1EIgzJIOu68xTSCQsG9XZqSperGd0dBTj4+MdlSnDQRRwAPnaUKvVTDckMYmjXTg9zffycDZoB0GzxLSEarXqSu49XdeZ4MqXJzO1Alf5ZqIGg3ik+XyeaXJoLGmaxqgT1yqFYhBxYDU5wL5GwefzMV4KmWvEgTmIrnvdRCAQYPFaaCGWCYOhUEhKsmvntNHNPjZK4SBCxj8hIiCf5LKT0wu5dJtFT+X7TxS4ZGTpbp+mxPJ5LdxBh1vxf5zGaurEjOUGIpFIV3NX9RuKomB4eBiZTMYxt8/ptwSuBvEjDQ3fDjPwsb6Aq6FPeHMsRUWmCNqkJdQ0je1h/dKoHAZNzoEWcoD9DTAcDkPXdUNeiZh8ELg6eLt5+vT5fMycxsdTALp7alIUBZOTk01aAD5OA/3mpltuNwUcO2pe3hTDT1w+MzBfplNhh8qmxcwslw9frliH0w3ZzUWIvv+1JPDb+Y6y4Hw8+Ii+nWBkZASZTKYnYfz7FUnXjcOMnTkwOTmJYDCI3d1dx+WL3nF25pCiKCgUCswBQzTtiuC1xDzq9ToLwOr3+1EqlRAKhdjvVBfx7SimTj++5yDzaNyELX1ZqVTC3XffjVOnTuHWW2/FD/3QD+H8+fMAgM3NTbzxjW/EyZMncdNNN+Gxxx5jz5ldcwu1Wg2ZTAbZbNbQ3ZwHr9notnq90Wi0xIrhNxk31ZU+nw+RSASxWIyF0Nc0jalgScthRXYdNDj1MBFj38hIcbx3E0E0dcli4TQaDezt7XVEtuv1wiIz37VTxkGGnbnuxjfJZDI9M9kNqqBqFdfM7lhSVRVzc3OG95tpUvko307WWD7xpp0QD7J7yPRJZVHcKb/f3xRuIxAIsLHima26C9u9e9999+HFF1/Ed77zHbzlLW/B+9//fgDAgw8+iDvvvBPnzp3Dww8/jHe9613shGt2zU20czrt1SKRy+UM4/xEIhH2t9VAF73JSMMRj8cxOjqKyclJTE5OYnp6GlNTU00CDj2naRpCoZDlu1txWA4Sv0nc5EUhQ7ZY0enPbOMTn3ODO9MNUBLMdk065C3Cx2ISr7sNtxd9t8wBVu96LXjD8dw9GTpZNxuNBqLRKE6cOGHZl6urq3jqqacM+/Po0aN45StfaRnM06nQqevOU6jw4NtDJGQ+EGClUkEul0OhUGCa/mKx2Deh1fOu+n8IhUJ405vexP6+88478bGPfQwA8NnPfpZpde644w7MzMzgK1/5Ct7whjeYXjsskE0YCtBHNlq/348TJ07g8uXLpmpLmkCapmF6epp5T5HJLhwOo1QqoVQqsYWdX+BpAlt5V1kFwzJaOOik1g8CKu8xRCc43qNIZjYCgNnZWayvrzOPCLuuvyTUmIX4l2mD3IATgYXMJ5Q7px3I8k4RjPq3E7i14FO73CpvUBdxEUNDQ8hkMm09S4ebfD7v+FkrYVJRFBSLRaRSKcu+1HWdRROWYWtrC8Vi0bVv0m76FKNIxnycN+Ln8IE2yXu1W0FTPVxFW5yc3/u938Nb3vIW7OzsoFqtYmpqil07evQolpaWTK+JOHPmDM6cOcP+HlRVbKfg1aGBQIC5fANANptFIBAwFDBIW6VpGmZmZhCLxZoCcNXrdRQKBRblmDYfqpPKVBQFyWQS6XTadbJwv7UZ/Pvw7yV7R1pY0uk0W2icnOB4bhNfnlE97UJmanIiWJAgbfad+bLEcu2c0AZ1kbbacHVdZ+RPEYPgDk/aW6fCKXFC2ml/O8INwWotIc3K9va2rfLMvl8ul3PFq4rQ7gFAFHCozbReE//G6Fv0gr9lhkGdu27CsV74wx/+MM6fP4/f/u3fdq0RDzzwAFZWVth/B91G6ff7W7QlqqpidnYWsVisKXkmcDUBoaqqmJycbDJjiVBVFclkEuFwGJFIpClppCxpH795NxoNVKtVtsi4HaBKFqNGhlAoZJkjyClUVWVpEHhzk2iaEl03yZxI/SfeL+MR2PHocUt9a1SOFTHSDGbeXTKNVzgcNjVhDJr50g73g97TiO/V7cU/GAw25XmTQfYOdubM1tZW3wU0JxiE9d6N4I38ukCRmCk+ziC8owyHwVzlqOc/9rGP4XOf+xz+6Z/+CZFIBKOjo1BVFevr6+yexcVFLCwsmF67lqFpGsbHx5sIx6qqYn5+HhsbGyx+jRjAioL5VSoVxONxw4lBAhCvtRA3GZ48y5ONRcKtWRDFdsBnizez7RNZvJ26jTb2Wq2Gra0tU/OErl+NmCz+bla2rA3itzEShPjf+ezp7Sx6snbLSNRiG+z+TRgdHUUikWDtvO222xCPxw3rMFrc3NLq2f0mhE5NAKKw3ul7yOYB7yRhNNfr9XqLhuFa1HIPujaZyjPSutB4owNltVpFsVhEoVBAoVCw5RDjoXuwvdKeOXMGn/70p/GFL3yhKQPxO97xDnziE58AADz55JNYXV3Fa17zGstr1xp8Ph+i0SjjyIgnxN3d3SYimgy1Wg27u7vI5XLsFMDnhqKEnLz2htfUiBuYqKEgYceNhHaEmZkZKceHj5gse890Om2qsTKCmWaD5x4ZgTxgxNMHr+GRmaHETVSMpUFaNcLk5CRGR0ehaZphZm9xYwsEAsyFVSaMWGmOZL/JTE/8O8valsvlGB+i0WjgqaeeMsyjZSRURqNRJJNJV7Q8onZN9m83T5FiWXbKplQdMsgEYB5uHzYOMtzQePBlGAnmdnJTEej7m3lz0XpbrVaZYNOvVBdOcBg0Oba+9MrKCj74wQ/i+PHjeN3rXgdgX936xBNP4KMf/Sje85734OTJk9A0DY888ghbqM2uXWug9BFEmOPj4sTjcdsM+nq93mQX51XaQ0NDiEajTaYpfgOkyUYTm+fr0N8UAdkITsjDfr8fm5ublnZlo+Bc3Q5mRpoIOyf7iYkJBINBXLx4saUMirFCnmkyE4eYoiGdTrNYOiRg8jyeY8eOIZVKNZEw+T63aq8bZF8jUw0fyEzX9bYC2BGBXhxHwWCwI9OAjJvkNvHZCGbxlczI2eLYJy7doIX4J/STj9Tpd5SZ7d2CjH+j6zqLfJzP5/vOsfHQCltCztzcnOHgm5ycxOc//3nH165F0OQShRleGyDLtUXeVka8GmB/4UkkEkxwoQWe/zf/jSirLn8KIQ2GmZAjCkZ23tcK/Zr4JOSIAgi5bvJC1traGlvERI0QtT8QCLQIOVSmmHCSTnJUBnlhUFsofxUPEoasTkV0ErVzUjQSAOwEROxEeCAivIjR0VFsbGwwEn0niTp9Ph9GR0exsrLiuL3tvJusr30+H0ZGRhxFkZZlZh8kOBUSZOR4+t3p97Aj3MvqMrqXj5lDz/HabycQtbp2vCcHPdr+oGpf3MRgsqGuITQaDWSzWRbThufUEHw+H5LJJBNiVFVtCSIIgOWiIkGFTGP85k3/rtfriMVi0utmxEyzSL5uYGhoyNJMpaqqaVwWuzZ3cuOUPSMuPKRqlpkq6L9sNtukZVMUBbFYDDMzMy3P0HvwiysvdH73u99t4qtReUYbjKi1kLVVBqP+svOsG6dqEWtrayzFxvDwsOGzdswWjUaDRcQl4VB8TowvZdY2O5C1i7Q4dFgxghWB+6BCJpzQgc5JGe3cR5pWO/d2Op6N5pIoSAFXx51sHR8keOYqD66gXq+jUqkgFoshEomgUqk0nXJrtRpSqRSi0SgTTGq1GtvoNU1jwQP5iMVmQRB58wg/+NxcZNs5pRi5fUajUVSrVZYCw+yk5YSLQe/P9wPv3im6gtsBf3+5XMbOzo70JCqayfg28FoeKu/06dNIpVLY3Nxsejf6fzweZ8KWWJ7snelZ2T39WpD496f3lGkPw+GwLXdmigGkaVrL2HJy6rcDkZAM7H/jXC5nSxNBGly3ibGDCF03TrPjRtkEJ1GU3QQfH4f+r2laE01BVdW+pd/wcBWekNMh7Nqv4/E44vG4YTC+Wq2GXC6HoaEhDA8PIxAINGWtrVQqjM9EmzQfD4fPiUXCh6iR4RfpTgl+Tp8n4cyu8GIGI8HB7F7xHuob8XknGyNpVIzup+CCABCLxRgvy2gz3NvbQz6fb7rOtyeXyzU9Z5TzZlBPVMB+n9jRFJoJOKJwLQp1BLdPl2bjTtx4ZcI/rROD/H3chBuaE14olh3QGo0G48qJfU7Pk0lxd3e37TEhowOI4NtHGvlBiLdkhsMwFj1zVYewO0hocyuVSoYJAev1OlKpFFZWVrC9vc2eUZT9+C70zO7uLra3t1k2bGB/w6M4MSL/QzxxuHHycZpKo16vs0CFMuTzecbPkJmqEokEkskkAOebl4zsbuZmDpj3EV+/maaE3oe8r8yg6zrW1taQzWZbTFNGdVmdEjv5zt04ISuKIhVwzDzx7IDXjHayaItpU8xMDWb1DDIHoxPwpqFeaE/saKBpTTXqc9FUz5epqqojLysj8Dw9ntdHJlQP/YUn5HQIOwsaaWLy+TxKpRLLmm4EMl9duXIFirIfoTgQCKBcLmN5eRnLy8vY2trC2tpaU6A/3gQmxqkh0my/1LsEO/0lI6MWCgXk83m2+ZuZB3jbuaIoOH78eJOrtJF2R1aOWdl2EQwGkUqlmlzXeRhpIUQ4WTA78ToiYrbbAczcWvDNIli7VS4flr8bwp4MFDJiUGGkMbODbgbDk7WFBBhd3/c63dzcbCHqi6EgnNZB8Pl8LOhfPB5HNBo15BQOGjxOjoeOQWREMtU4CYSXy+Vw7tw5bG9vI51OM3NHNBpFKBRiNmDSEpBJi8woRH6jiU6u7LzJaNDZ/wTeI83uZKJF+cKFCywoIs+FETUmBPqdL0OWC8xuW3iNi1NzGN8Gq3fl/y9zm7cr9MRiMSwsLGBtbc3Sa8iOl1a/4FTIE+8l/ow4bjqpQ1YPQdRy8SZot9CJ+YS0E7L22B3XZusNle3GWCLtoJmZye0ghHzqHYKqqgMbKmBQ563b8IQcE/ACQrsggUTXdUSjUSZgyDgqJBDRb/V6XZqjhfJXiUIMlREOh+Hz+ZDP55tc00nA4Tfxbgs43RCi7Jys+cWN13YZPS9bvHmBxqi/nJ7yzcxhlGDVaDMV/45EIoy7YsQtsipH1r5SqYSzZ8/acrMdZAHZrQU8Go0yM2K36hAjmMdiMezt7blSNo9O+SFmCWmN5gZ/zSqHmlugNbGXm7jMu440Ovz7D/KcuRbhCTkmIDdtowBwdqBpGuLxOKanp5mWZXNzE8FgEJcuXWILmc/nw7FjxxAKhfD888+bToR4PI7R0VHDjY1OnxSFVaZidmsBsDrJUv91urhSsEWnbbMLs/xBfL86KdPp/Y1Gg3EErPo1FArhJS95Cb797W/bLt8ORM+2Qci5Ew6H0Wg0mjhO/JjutomHDgtu9QUf2kDX91ON8Al7iU/Xr74XtXM8r8UMbuQ3c4MjQ+j0gNoOeK8rYP99yJVe13WWEHhQ4GlyDjl4D6Z2sbOzA5/Ph+PHj7PFYm5uDsD+RrW6uspcYOfm5ljcD8p3tba2hlKpxPLb+Hw+jI+PY3h42DQLL9mJZRGOaQFz6+RkVo5Ifu6kDqdaIU3TpKRWmRmgWwuPkz4Wv4nVs2SS5M0InS5aYvBEtxZB3gPQqcAbDAZRq9WauFp8aABRA9oPOB2bvOBcLpdRLpeZUNxoNFAsFvvGneP7FrgqeFh9t0EzffNjrtfg+4JvQzQaRS6XG2iPq2sNnpBjgna0B36/H/F4HKVSCaVSCcFgEPPz84wTwiMWi+HUqVNNk4Bcxk+cOIGZmRnm9nj8+HGWeTwUCpm64VJwweuuuw4vvPBC28kwDxpE4WVychKpVKpFGDyofcGfsMvlMp599ll2rRuqeTfLCwaDrDynC3w6nW76W2xXIBDAD/zAD+BrX/saKpVKXzZbo2jIMhNoIBAwTGkyCCdrsc18EEu7z9H3tqMB1zRtYHkrTiEGeRURCoUYDWEQMAjjrds4NEKOk5xMPJwuloFAAC95yUtw7tw5lEolxONx5PN5xONxabZwRVGQz+dRr9cRjUaxt7eH6elppu256aaboCgKmxzE5bEKhx8IBDA/P4/FxUVkMhlH7+Am+NNpt0Gat+npaWxubmJ1dXVgBBo34mVYeZPx12TpQ5xCZg4lTQ95Atk9BHQaFM1Mq6Treoun4SDAiKDbT+/GXsGJVu2w5Xsi82upVGprT3ITnpAzoCA7Z6lUajotGU2WSCTCCF/dHlDVahXf/va32clke3sbu7u72NzcZC6GIyMjCIfD7ER36dIlnDp1Cs899xy2trZwww03AGiNr2LXXk0uk//yL/9iGkOiFwiFQohGo9je3ja9z82gWRQ0j39vo9O9m/W65Q1j5KlitsmL19oVcMw2YepTElrbWSCNhBUnXmciGo0GlpeXHT/XbcjGXL1e72ralEGBkzk1CEJpr7R/dBCLRqMA9tdHOuR66A4OpJBD3ge1Wg2xWAyFQsFQ3UkanE7Iw04g44A0Gg2kUikAwNbWFi5fvgy/388mVr1eR6lUQjabxczMDNLpNMbHxx0TKknwA8Bc1fuNYrHYkohSBrcWmEajwQicnZYvCi12BCKZecKpcC1u+EbqfNLwDQ0NYWNjw7QdTkB8DDNvok7ckJ38bue6VRqQTkBBAdvRRB0GjY0dkImuk2Ss3UYvNRo0N+PxOIB92oKbHEkn8DQ5A4pyuYzNzU0muBjZw4H9AWUnB04vIROE9vb2oKoqjh07hmAw2NaAP6h2bd4M0muY1Sk7hctAQohsHJLmw8liIqYskEVrBa4KI25+d6sggp1oXA4iOtH+Xmun80gkgrm5OVy8eNGRUMkHVhxU9Go8E0Fe9MACPKG4W+i/f2ibsBN34aAhGAw2JeB0ioPaFxTH56AhEom0qLk1TWvJvtzJAkokY6MyCoUC0xJagY/6bFWnEYaHh3H8+HFb9RnhoC3m3TIvGfXDoEY9jkajuOmmm9pKh8DPbzfd8QcZYoRlAnnKNhr7+QU1Tevb2m03krHd/wYRB1KTYwftmido8PWaEOb3+7GwsCDNs3QYQLF9OgmW1WuvGjJj8KdURVHYBmAUHdYpzDQrTt7ZzmZtFayNzzHWLgZ1MeTRC7d0s286iEL/3t4evvjFL6JWq3VMaO+VM0I/YSWs0hijEBCeuao7uGaFnHYQCAQwOjrKYlZQ/AreHNDpRirjV2iahmPHjmF2drbtcrsFN2OlmEHX9Y43lF4vmqJrMwA2Ztxsj1k5lOmcTFdONo92Inrb4b+QwDroJgozyOZ5JyR1t4VRGdqdqxQ53areSqXSsYAD7Gs4jJKfDlqsnV6A+v0wCBz9wLWvM3QAXdeRyWQQiUQwNDSE0dFRDA0NQdM0pqKlODbA1SRwdlWvw8PDuOWWWxCNRjE8PMwiIb/sZS/D/Pz8QKrxR0ZGBq5dYlb1QQORynuxaPGmLBIuRBh9PyOtmex+Psu9HZIwLwwM2vixgt/vx6233tqiVe1EwDH6Lj6fz7Uov52MN7sCqVsCiKwv/X6/aeb3g4heePR2As9cdchAGhaylfp8PgSDQaZ9icViAPYl72AwiNHRUWSzWak3D49gMIihoSGcOHECfr+fRTMeGxszXAC7DbuJFa0SNPYDg87HkkVY7sUi4MTUp2ma9ORuRAKvVqvY29uz/Q78fWYk5kFcGHVdxwsvvGCo2XCqbaDvQiaJarXalPSzU9MPtbld2K3fTS2LbOPv13joZr2DehA7TPCEHAGVSgVbW1tNJxuKbVAulzEyMoLh4WEkk0lUq1UEAgGEQiEWej6dTqNarTKV7PDwME6cOIFoNMom08tf/vKWeCRWC8jw8DDy+bxrJoBeCAh0+l9bW+t6XZ1CFizS7/cjEAh0HMiu230dDAaZyUoG2e/VatXQRVy2AZE5kR+znW4M7cbZcZOz4vP5EI/Hkc1mm4RnM4/Mdr8ntblTwYZg5QnnFhRFwcmTJ7G0tNTVuFtOQwHYFbrMzKeUn7BfnqkUb6pfZPNBPGS4DU/IkYDyPfELKakd/X4/E1gCgQCSySRmZ2cRjUbZRrC1tYVCoYDZ2VkEg8EmaV4UbmQn/Fgs1hL2u1gsdrS48HyCdvJAtYNqtYqtrS3Xy6V3EePYdPJO3e4Lo7Y5PYnLNrV2zEHtLG68WaxX4N+Xd6e3Aj82VFU11HLRvO4lF8QNwYQn6neqKaN3V1WVaZfEcpLJJK5cuWIYrsPIUcNOv7bLfwoEAqjVapb3xeNxHDlyBM8884w0DEM/BBzaY/oVH4dwGIQcT5cmgSzqK01EMk+lUikWhJBfhAOBAGZmZnDixAnEYjFTdaWu60ilUvjGN77RdHKU5TUxi2A7SB5ZvHeRG2RisWxN0zA/P8/MfNFolHFg3F4sKEijG2h3MSFtkhlKpVLbWhGza7LrtDBb1edW+gLR7FWv103HFHHkiFcH7GtBzXgvuVyupyTpTjYWEm5obolRvdsBaRGMclQ1Gg088cQTLLhoMBhkY5I8hKLRqLT+TrVeZiiXy7aytRcKBSwvLw/Uhk5zg9Yu/jcP7mIgNTkUZdQNJr/TelVVbTJR0G904tvb28Pe3h6A/QV1amoKyWRSWp7ZRK3X63j++eext7eHhYWFltgqThAIBCw9I0QzjM/naznBmJ0MB4E/wWvKSOgkTzgA7CTaL5ildbBrShL7WQwc2YtvQHOAj1RNfUxRte2Qj/uBUCiEWq0GTdPYpmw3jpAV2tX2kDmb1g2CWYoLIy85IwGTnBnW1tbYdbvfwKk3l9iGWq2GXC4nFbiM+ovvy26v8fV63ZI32WsMAldnkMnCbqL/PW2ASCTCTum9gqZpmJmZYbmlQqEQRkZGMD4+zjZQshvXajWUSiWkUinH6s5SqYQLFy5gY2MDoVAIMzMzbb0nCUaFQsHRpJFxAvx+PzshGj1jN5Cc26diVVUxPDzMFn4y3fEn0Hq9bhi/xU0PFjN0EuOnXXSiMaFvGgwGm36XaUsoNL8o4JDmzmkb3Dy18nOHsnvzUXbd+CY+nw+JRMLWfeK/q9Wqo6jrVpwdI5OR2fwF3Otz0iqToOJUi0pjyS1Yfd94PI477rhjIAQLD73HQGpy+PxDvZQ0SR0eDAYxPT3NXMRLpRLK5XKTbZ+0THt7e9je3mabsAyVSoVpT/L5PC5duoT19XUA+7FWnn/+eRw/flwaQdcM5AHmdHOlSJyqqjIyqSzVhAgiafZavV+v11nSTT6mB52E+cVWFsCtH8KHXUSjURQKBcenb4Ib5F9RSNd1veV0bzQ+AoEAjh49inPnzknLNyIKuzmv+bIajf3szqKZsdPvT3Pdzn3EJ6E6jeaVm31AZnQzYrib9fH9acR1Mnu2l3msaI3w0ApPk9NH0KLay82pXC4zomwoFGKn/2g0irm5ORw9ehQLCwsYHx+HpmlsQbly5YphEspUKoWnn34aqVQK6+vreOqpp5iAA+xP+LW1NSwtLUHXdUcah05MM7T5APa1NMRR6dU3IX4F7/GjqirL4FutVlkeGNIm9MJTwe6CaVfzJbuPr+PIkSOG72QUKdUOl4dvAw8zPo5YX7VaxYULF0zL5scpBdx0U5PTi/HoJO5RO8lY3YKu6zh16hSOHTvmarkHGblcDo8//njXNnSeh9gO+imAHYY4OQMr5ADdNzNQHBxRxcxrBUgFTAs8bbz8Yl8ul5HP56HrOkqlEjsFNxoNLC4uYm9vD88++yzOnz/PYu0A+4JULBbDsWPHMDIyglqt5tj01c4EIbMPX9fY2JitvnZDyLEbwlzGyapUKkzLpyj7WbgbjQYikQji8Th0XUc4HO6qoOPmolQoFJq8w6hf+PfOZDJsAeGJivQ3gCahG7B3QjMzdSUSCYRCoZYyxe9Bv9n1+CJNixugOsy+h9W3sjtOuqUNdHtjUFUVmUxm4Dgo/UQ7HkxkvreLTsbGoGqZrxUMrJDj9/tZVOBubVjRaBSjo6OM6EykRcrPwws7JHCpqopQKITh4eGmdpVKJVy6dAlPP/006vU6qtUqlpaWWOh/Mlklk0kmTCSTSUSjUZTLZayurralwm3HbCRbWPf29trSDLVzErX6noqiYG5uzjCRH7WzXq8zQS2TyTCiqZFWDXBHQJH1uUxAtOJHiH1nRPpOpVKGCyF595FgzRM+jYL9iYKL7BtSnKeJiYmm7yU7scnabNTP9XqdHQhkfaAoCmKxmKEmKRgMtrjd8/fSuhGJRJh52axNgxyNth0oioLt7W1HHKB2EQgEDowZyMzVXgY75nuCW3GP+gFPk9NHKIqC4eFhJBIJjIyMuK7RIbNHOp1Go9GApmlIJBJQVRU7OztYW1vD9vY20uk007DQRrq7u4utrS3GiQGAc+fO4cKFCygUCnj++efxzW9+ExcuXGjaEPP5PJaXl3Hs2DH4/X6Ew2EkEgnMz89jamqKmWF4dHsRoQ3CLJgcCRuyjcfoGf5e8TmzugiUrkDcpMQI0bVajY0NngNhtEDxZjq3YOZCawRaFJwKiTITLmkY7SwyJNDznj0ikXh2dhblchnj4+N46Utf2tYhw2qDMPsOomBF4E1fMq0VH1FYNl4P6kbkBGTCNRP03YDP58PQ0JDtdfmgCEOHDf0Qcn7+538eR48ehaIoePrpp9nvR48exenTp3Hbbbfhtttuw2c+8xl27dy5c3jFK16BU6dO4Y477sCzzz5r+x1tSw7/6T/9J6yvrzPy6e///u/j9ttvx7lz53DPPfcw8u0nP/lJ3HjjjaxhRtesQPmi/H4/U52n02lX1LBkktre3mZCCMWICAaDKJVK2NvbY0S+cDjMPKpEtTVNXl67sL293VIX/XtsbAy6riMej2N0dBTxeNz09GrHBbNdiIHWaNM1OqmLv5sF7KJ7aTGsVCrM88WoDTxkEXlJGI3FYk19zJvdotFok8mQB08kdxNElBe/hxiR1qxv7YBs/2akYKsxUa/XmclV/HbUvvX1ddTrdSwvL2N9fb3thJFm72Fk5tJ1HZcuXWrR0tDfYtRlAi/UiCZVK3fmfoPaTv1hFJTPLszGm1toNBpIpVJN5lOzoJztBiDtZZBGtzEIYTcGEW9/+9vxS7/0S3jVq17Vcu0zn/kMbrvttpbf77//ftx3332499578Vd/9Ve499578eSTT9qqz7Z4/dnPfhbf/e538fTTT+OBBx7Avffe21T52bNn8aEPfYj9bnXNDIqiIBKJsGBPQDMRuBP4/X5MT08DaDU7VKvVphMQxcbJ5XIolUpSjojVBORj6PARW8fHx5nJy8gsYwY3BByZ2cJJO8xO6/zmNDc3h+HhYel9ut7q+aDrujTDN7Av0Ozu7hrWm8/nWWRqEeT2T3DTldXIrVeEzDxjBb4cNxZ8fl7x4AUJMoHxnl92YOXSLhLeZbASBI1OjSQgUNBIfl45nWPtzMl2QesM/05OiONGcGuDNfum1WpVevAT+65ds2A3BBw3yd5m7vNuBcTsJvqhybnrrrswNzdnu42bm5v45je/iXe/+90AgLe97W1YXl7G+fPnbT1vexbzMSL29vagKIpp5Z00jAbH7u4uNjY2sL6+juXlZVsunFbQdR3b29stkycQCCAQCDAejlvZcPlAZPV6HYVCARMTE0gkEgM1AagtsokpG8B2CZ26ruP555/HxsaG4b1OFjIrAihds2NiaTQajFDeDdDGxQtTojApbmwiNE3D2NgYu9fpZqFpWtvv59SkRu8lxt0Ry3TyDnYWThqzfr8fkUiEaYn4seI0sGg/ww5Q3KdB4QuJ8z8UCrG1UgazvhOJ83bQ7mGExqM4/mVjKpFIIBwOO67D7F0Oqgaqn3jve9+Lm2++Gf/tv/035um8vLzMQroA+991YWEBS0tLtsp0NNre+973Yn5+Hr/6q7+KP/3TPzWt3EnDzpw5g7m5OfYfBSMjkmI+n3fNddkoRgMl5qxUKlBV1ZG92ao+QjKZxI033ohIJGIrsFg3QRsB78Gm61cD+dnRONAEV1W1RSjky3EzFIDoCScLvkaeY3YWU7qvG6d2RdlP8zE+Po54PM5OfUYnPNHrTNM0pklsF3Y2d6tvbSbo8O+i6zpCoRDm5+dtCUZunYBpE6ZYNnwgQKAzrUw/uCRklpRx9MwQiURMBcxOQf0ozmexj4y0mrx5ksqiw6UZ7HpjiuCFXSNQuUZmUNm9PIxSYfBtGGS4rcnJ5XJNe/mZM2dst+Wxxx7Dd7/7XXzrW9/C2NgY7rnnHlfe0dEu/id/8icAgE996lP40Ic+hP/5P/+nK4144IEH8MADD7C/NU1zLRS7XZDgQ5FNybtEVVXTvFF24fP5MDc315K+wU5Khm5CpqUhfoB4Hw8SakqlkqkQ4+YkJ7dOGadG1o/EH5PxZXhQsrxuIBaL4Y1vfCPOnTuHJ554AoBxgLxKpcISvRYKBbZRdxI4zc64lX0jXnAhryYig8vAu77b9fhzagaLRCJsvPGgdxTflTbfTgJX9uM0TqZCp+2W8dicclrMeCRG/WwHfIRkvm12tFXdXB/pXTs5SBxkuC2ExWIxrKystPXswsICgP21/AMf+ABOnToFAJifn8fa2hpzMtF1HUtLS+x+K7R1TLnnnnvwpS99CXNzc6xyAE2V8w0Tr7UL0jq0o373+XwsorCde6vVKrPru7HQBQKBFu2NTJXqBpzmwSJCryxGixH4qLJ0Yuo2/H5/00mVP6XJFkKawFZtI06EWb3ttDUWi6FUKuHxxx/HpUuXmGBIIQZkoO/Ax2gaBLOFSATmwceOqlarWFxcdFw+7x5OfBSxLiNtrtGcHnRzAW9mk8FM+JRBJhg57YN2Nj0ndYj8MjfMglZrulsb+aBrZQ4y8vl8Ew/z05/+NG6//XYA+96WL33pS/HII48AAB599FHMzc3hxIkTtsq2JeSk02lcuXKF/f03f/M3GB0dNa2804a1NPT/qTfD4XBbp26ZdsKonkajwWJAuKWulmlMrAKjtVs3bTp2nhfJpnzdg8QZAvbbKPKyaHMV35U2jnZ4XGJZ7cQDITNTuVxmecqMElvy5plMJsMCBPLfpJ1v4ff72+aW8e3UdZ1pcYjYS/+FQiGMjo5iZGSkKYZNO+A5Ebxpg/fGMoIdQWcQ3Zjb5Sg5DVbXTRj1q7gG8QKNmdnZad2hUMjR84O2rvUT/SAe33///Zibm8PKygp++Id/GCdOnMDGxgZe97rX4ZZbbsHNN9+Mr3zlK8xyBAAPPfQQHnroIZw6dQof+chH8PDDD9t+R1vmqr29PbzjHe9AsViEz+fD+Pg4/v7v/x6KouChhx7Cvffeiw9/+MMYGhpqqtzsmlMEAoGmRduJKzlNAPIEkF0n7kgoFEIoFEK5XIbP15qpW4ZkMolwOIzNzU1DFXOlUsHe3p4jclu7Jxwr1avMtZmvi7xTVFVtishrVFYnJxxZvBOzeuhbyTb/QCDQtBnS/e20l3+OxkA7HnDi5DdbYHmtId1HAhZtELquQ9M0abC/6667DltbWywoIm2gThZ1noAuay9l+K7VaoxvdMcddwAAvvnNb2JjY4O11elmQgKpLBYO/dvIPZnnegD2hBv6PR6Ps7ADZoRZmWawHfd00S1e9h5Wz/OhKzqZg+3UKYPsmtVBiZ7hv61Zu4z6jacaiPcbvR/tJW6Hk/BgjYceekj6+7e//W3DZ06fPo3HH3+8rfpsCTlHjhzBN77xDceVd9IwEYqiYGhoCKFQyPHp3CzWTCAQYIIJnUojkQgCgQCKxSJKpZJ0YQ0Gg0gkEshms5icnMT8/DzC4TC2t7cxMTGBQCCA8+fPM2Ir2aR7dfoaGxtDqVQyFHiszHBEfCQ7vxmZ0Kh8wP7ib4ebFA6HGUfkIKiOzcxSPHiTBQnaRJCnhfrYsWPY2dlBNptlfcATNn0+H1KpFBM++LKd9BVPRDdqK7D/vYLBIEZGRnDLLbcA2I+LZebeb/TebiR77WSTj8ViXR9P/HdoRwA0gpvZvK3Qbh/1U4Nmtj65GULCCWhdcNOLtx040b4cZAxkFnIjhMNhBINB7OzsIBgMMo0LBeqjrNp2QIHhyIuLvEKIh6PrOorFIsLhcEvsnFAohOuuuw6qqiKRSGB0dBR+vx8nT57E8ePH2YaVTqdRqVQwNjaGlZUVjIyM2D7FWW1OVkJENpu1lVXcCJVKpUmLZXUalsHq9MejXq/bcsf0+/2YmprC2tqao/5qF7znmSx4nRV4jonZqZH/jmNjY2zs0HutrKy0bI78v+PxODKZDKtP1MzZhZngGgqFMDc3h/Pnz0NRFNRqNezu7uLJJ5+ErussOrjd+iilCrmKtoNOzHmEnZ2djsuwg26Wzx+kZARsO6Y+p154gwxRsyeD1ZrTDVSrVWxvb7PD7+TkJBN0+tG/npAzQKhUKtjY2EAgEEC5XMbw8DBCoRBKpRIKhQJzM7Qj5Ph8PgwPD6NYLLJNbH5+HrFYjHEhcrkcE4LIlZcnUTcaDfj9fsZFIPCamptvvhmKoqBSqSCRSLD77GzIIh9B9g6AfGFSFIVpAfoJp+p4O/3SaDRMY+50CtEUFolEcN1112FjYwPDw8M4e/asYyJwNBpFIpEwjetA2hkATd4JpOmQ1ckL9WSiSiQS8Pv9TRGhncDMLCTjWOzu7jKvMaepBIrFYlfIwWaRuA8jrPqYDnXtgpw6Bs1Did5rkDbyfD7fZP4mqsCgtfNawoERchqNRlNagEwmg0qlwqLY2iUWU1mpVAqapiEcDiMUCiGRSKBWq8Hv96NSqTTF5gmFQsjlcmzhpEiw0WjU1PxEm2QwGGTSutFgdqq2t3PvIEyaWCyGYrFoK5eRXW2MWbReK9jRkPFam0wmg+eeew71et00UaYZstmsIYeMD+HPCzo8Idyo/WI/+P1+aT2KomBychKbm5uW7eeJreK9hUIBZ8+ebfqtkzg+YpqPEydOYGVlpWOeRLcEHJ67142ynZqEeXTi3t2pudDn209Xk8vlXPNGdQODJjjQfkVoNBrY3Nxssij0GoPUP93CgRFyRJTL5Y7jhxDZUFEUpNNpxgtJpVIsTgkl5+QnLvElyN2XjyMiolgs2ib2yUxZ7QxCKy1Qr6AoSpOAY9aWXi1IVnXIFhr6rqOjowiHw454J1Z18oseaRVlgg0JHT6fr0mjaNR2IsqSxvHEiRNIpVK250w/Yjetra3ZIvp3CidmbR7EV+rGZmQWPXjQUavV2gob0G0MwgZOB2Kfz4dMJtMi5DiJK+WhPRwIIYdfXNxeYOi0Tp4VFCOnWq2aJj0kcxANVKNNwa55xs1Nhcrt9yR36h7Lw4on0I8TI6UzITOpE9gROI2EHCJHyqIXq6raEmtE1DbUajV89atfddTefiCfzzu6n/d4cgKnm8rx48dx5coVlr/uWoObGqpuz0m3572maUgkEtja2mqLb2f1jJkWlxAKhfq2Vvd7j+gFBi9whABiwFN8DrdBknQ2m0WxWGSEW37Cy8hp2WyWuZnLVPt24OYAE+NOmEEMqjeIoPw4RujHCbdUKjGPOxFWY9OKoE3lk+mVh0gCFyGOI5GMO4jcBDdwww034OjRo12tg0wxkUjE9B6z64BzL6heE2L5cAvt5JfqFdyMXQbsaz+N4leJ4Oclv+5beamK4L1sVVXFyMgIJiYm+hL3qB9xcnqNwRzJ2B8I0WgUQ0NDTOXX7VMUmaHEQSsbxLVaDWtra44EnG4JasDVNtpZqDRNM8wKTuh3MMBCoWBKnqaIwoMCK6HR7JRM3nmAcxMj7/Glqirm5+ebkqPSPW7D7c2G4GShP3fuHFZWVrq6ITcaDXzjG98wNVE2Gg1LM9vU1JSjg0ivQAEcyXOvXe1Yr+A00aoV6vU6I+2bQQzZQN98a2sL6XS6KcZSo9FANptFOp2Wlk25C/1+P4vg3+/19lrGYMw0CUjgyOVyA2uX3traavFiqdVqTeGpxWtuLSA8h4cHnRLM8kkVi0Xs7u5KnycvNVlY/U7bSkRso3plMOovI8KrneBj3UAnZNmdnR1bvCURPp8Po6OjuOGGG+Dz7ecB2t3dbSsyMA+r2B2hUIjFxrGbKkUG2Sk3HA7bFnRKpZL0UNIPWB3AlpeXW3h9ZujVO/FrkqqqLEbTIPQpD5/Ph+uvv75vcWV0XW8RZEulEiqVCrLZLNbX17Gzs4NqtYpMJoPd3V3s7e1JDzfhcBiRSARDQ0N9idPDw9Pk9BlE/O0EJC13ClkY9UqlghdeeAFLS0uoVqsoFot44YUXHEVj7gSyQUVEaSsYCVzk6ePm5qFpGgu4ZkTEdmuChMNhdioSBZ5BnYR22iUTJFRVRTKZxPT0NDNJ5fN50/JUVbU0rViNn0qlgnPnzjGPx3bHCS/QTExMYHJyssmL8VoAxUgaVPCHIVrDugVVVds2k5N2pN9jgxcAg8FgE3ewUChgY2PDMFitz+dDMBhkUcyHhoYwMjIyMFq9axUHgnjcDvx+P4aGhjA0NIRGo4G1tTUAaOuUwsczEFGr1XD+/Hmsra1B0zTMzc1hZmbGlXcArqZYEL1ijDayQXLhJAQCAbbQk8ZBhFttJrfkSCQCVVWb1MWDJuQ4MU3J+qfRaODChQtYXFxEvV5nAkM4HDYkyVYqlY5J7o1GwzFJWAb+MLC7u9vRYm8nYnY/MAgnXKdu6N1aQ+yamvjo3zxWV1ddb5Nd1Ot1xtkE9mNfkVctv6fU63WWKZtvv6Zp0DQNyWRyoISafo/NXuCaFXLIvpzL5RAIBFjOqHYDkFkJR/l8HvPz85idnTVsDz+g2nHvNoqWLLZTRL+Jp2RW8vn2E6z2ImiYGIOFR79d64F9IWxychKXLl1quwxVVZknoN/vx9jYGMsvxwevFNGLdyezqV3Bo1ONLb3ToAn53Tb9iO8rCgiDtKEC9g4z/dbWyJBOp5u0liTk05rMRzWnvUbU6Mfj8YH7Hv1eB3uBwepxF1Gr1bC9vY2dnR0W08apKpZSRwBg7uV28vrwRDKjRId22fy8LbgfgoqbZLhGo9F1AWd0dNTQbj9IXiPlchnr6+sdlVEqlViCxlAohGKxyEwOg6jVsIN2PUxISDpM5E0SJHkSuLhGtCNkDZKQOCgYGhpCMplk+4GmaRgaGmKxqOLxOKLRKID9uS0KapVKxRbB2YP7GIwVv8ugfDo0IO1AVVWMj4+zBYOiIxMbXoTf72dcBz5Mtx0PF6OFmZ7tVLCR5VyymyzU7qYxKMID2cNl7SZVsZP+DIVCXXk3Un+7hVgshv/yX/4LkslkS/RUI5I6XTMD/+5OuCVmsaPMYBU6wAr1ep2RoQdlTHYLjUYD9XodgUCACfaDSBq+FhAIBBCLxZg2Rgwzkk6nWQ60SqXCAgDynFA3uKFu4zAQjwev1y3gNLs1sK9aJMKr3efC4TDy+TxisRjC4TDi8Th0XWd2YVFSp2zGgPsqQCszlZH5xew5MdmjEYz6S4zw3IsgYHbMTKFQiGVOF9FOPqdyudzx9zQyF9oxP/L3iO+vaRpL4pnL5bC8vMy+CX+fzJRjN42GpmkolUrQNK0nixjvitsuSqUSS8BrZrbsJnqVP4uESRLq+iXgUP3XYrBEHuRyX6/XpQ4m/P4UCAQwNDTE5umgxya7VnEghBxx8rajfnX6TD6fh8/nQzweZ94re3t78Pv9LaRLTdMQjUZRrVaZPdYJrDaPdq/TRibT5Ngpl5BIJJDP55tO5m6YQ5wSb+3ca+Vd5BTtlCW+l9HYs1O2GY+LvgHxb77+9a+3EB75Z8VgZhMTEyz+FBHcM5lMkzs8/XthYQHLy8uW7bWC1UbsRloHimHSixQRRuglr2QQtDdutaEfyVWdrENkGq7X6y3pfoB93g15goVCIabdH2QtzrWOwev5/wc+OBLv2dSryawoCsLhMDNR+Xw+xGIxRKNRZmogaZ3ss0NDQ663AWhfM2RXW2OFeDzO8nwR3JgcThYXO6YHJ0k+rRAMBlGpVNoqy+oZXvg0uk6am0gkwoTqRqPR5LnB10MhAfgySZtBEV35zYPiUE1PT6NWq+H06dNQVRXPPPMMarUaLly4wO71+Xy4ePGiK3PPqgyn2gizrOluwctq3jtQfC5RI8TnYnMKqzXByRz3+XwYGRkBsG+i0nWdzS/S3BQKBQwPDw9UsFIjeEJOH0FE336cUDRNw+TkJEKhEEZGRliAPE3TcOzYMVSrVVy5coXZxEOhEI4cOdK0ObkxeNwagJ16dclO8HY2cqt7nHxbJ/e6MW7aTf6aTCaRSqUs7yMzkAy8eSkajaJQKDRxu8R+VVWVCaL0TDqdxsTEBIaHh/Hss89K69jd3WVkyHq9jrGxMZw+fRqbm5vMLR2AIy+pTuHku9GGWCqV2v7efr/f0uOvlwJOO+b4XqCTOaVpGkKhkC3irdGcqNfrjjlW3crhR+1IJBLsNxojtVoNe3t7TTF0PPQXAyvkAL2f6D6fD4lEAgsLC4jFYlAUpSmuC2mXNE3DwsICgH2XdCIlk4DjBjrV4hCcqGF5Ac1K22C3zEAggEql0pPTsK7rpjGN+HZRe9xeAO0EgqTTnxXq9To2NzebfiNtjth2et+jR4/iZS97Gf72b/8W6+vrTR5cxKPivzFpei5duoTV1VWmbue/1aBqMdwQvFRVxfDwcFe9/pyM/X6seXSgNKu/k3ZVKhVXuDp22sALY93WUohpOmq1GjY3N1k8oEKh0FFE8F7gMGhyBrf3+4ChoSEcPXoUw8PDLCkob/LhVeN0fWhoqImH0+7JgTZeEi6mp6c7UnfyqRSozdQ+2b2RSATxeLzp904WNl3XoaoqxsbGWJLDdkF9Y+c+wHpTlqm9KaJ1p0nyjBZzs3AC7dQhmqr29vZQLpextbWFr33ta4zASy6vfE4i/v+8sFWpVJDP55mXCGHQtAo8Ol2ky+VyV4PM+Xw+zM7OtrXR+Xw+aJrW8qzbm6aqqpidne1qiIVejaF+jtV8Po9arQa/349QKGQY+dhDbzHQmpxeIhKJ4MiRIyySpaIoTSdFOiHQZkERZuv1umuseRKQFEXBzs5OR6cfcfGXTX7epFQqlRAKhZpUvGbmNzvmqGq1irW1Nei63qKR6ORdzO6ze2IWIy/3Qssk+7cVnGgBfD4ftra2sLW1xeohIaZer9sqhwKeRaNRV6Ia9xtG0XN7hUajgdXVVen8M/q2JGiIGkleS+GWKZ+0OLQx98sb7VpAKBRi/TgyMoJ0Ot2kJRtEHAZNzoEWckjz0a4wQIMyEolgamoKQ0NDTHtDAg1wdSAEAoGmRalYLBomnHQKUbDgOSFuma6MQGYlnvtB9ZEAJ2uPHYjag3bR7oIeCoWkOdDoO7fbLk3TWN4fu2U4ITPTOBDHnBlk86DduUHC0dzcHLa3tztKQNpP1Ot1xONxVKvVvr2DUwHLymTUzlwwEoro96WlpbbLHnT0KsJ5MBjE+Pg4c+kngvIg4zAIOYMrYlqAEpx16pp34sQJXH/99RgdHWWJ02QB4/x+f9Mis7q6ysLpA+5EWiUzmIhuufpRmWZu5rJNkvhHMgxaxFmjTd6KrKppmvRdiJM1OzuL66+/nkU55a8bwSh+jwx0+uv3xry+vn5gBRxCNpt1/R3i8XiLedcpjLQ4RmuaGODQSkPAXxfHuuxaNwScfrpOd/twyNdBCAaDlglwPfQWB1KTQ/Fr+IRpPGhiWcVuILdw8tIgrkatVmsKPkdcDdqknnvuOZRKJUQikSYTFuD81MDfbzdKrNuT18iUQQuhKCiYReodtJNBrVZra6E1EkhIu3Xdddfh2LFjyGazTTltzN7fziaiqqo0YnE/+tWt4G7dJp07Md3Q4ajTjNZOvO/seHARzN5DNF2RJtvoPcw8VHnBhrg/srgvnYBMN73IVSdDL+aMrI5BNk+JGLT1uhs4kEIOsL8Z5HK5Fs8An8+H8fFxADDlgfh8PoyOjrLFghZiIo7xGhpFUbC+vo6trS22AV1//fWM1MnD6aCRaYyccEuojWJZRoub2YYpC2JHpiy+PYM2MYw4Q1aJKs1g9o7lchkXLlzA5uYmUqmUq/1BGkP+2xmV380QC6FQyFXtR7faSokR7W6kkUgEb37zm/H3f//3zDzbjpeWk0CD9XrdsH3talTs9qWRiUqsz41I0yLM3ntQ0asDRb8OLiIGoQ3dxoEUchqNRosHCO+Bo6oqAoEAAoGA1JMmGo1ifHwc8/PzCAaDTBvDe1ORiy55rpw7d46Ft19YWEA0GmUB1ci7yqmGhQY6aY2IzEzvKMa3Ec1KvLcOf80sT1E7QphsQRfL6kWmcyNhRoZ2NWt2UKlUcPnyZbZxu1l+JBJBoVAw1RTIxpndsWdX2GhHMDQqu5tanPn5eRw7dgxf/OIXbQkexWIR//RP/4RcLjcQKQjMeDKy3/ln6FDXjgApEpgHNUxAr9GrTZ/iX12LHKhBw4EUckTwEz0UCiEajbIThKZpqFarTZN4eHgY8/PzTUJQpVJpyY+Uz+dx6dIlpNNptiBWKhUsLy8jFAphYmKiaZNtV4vDCwciwVd2j1iG+LtRO8zaZ+aF4vf7MTw8zLwFZGU51Rq1A7/f37QxkWBrJGhQADE7Gi4ryFKL2C3HSDgT3wdAy1iVwWgc2EE3F1XSnrlZh1V529vbLPq4Hei6bijg9CsQn5M+k92nqmqTgCcrj4+HI45jD/vopXbF7fQz7WIQ2tBtDLTx0IyEB1y1+YZCIcTjcQSDQczPz7MssGROEj/kzs4O27DpWrVaZTEznnvuOZw/fx7PPfcctre3WxbEer2OjY0Ntqh36mFlpgGhOoyeMyvTCcgsJetvVVVx9OhRx7bmcDhsGnfGaXn85h+LxZiQYJfHQKRh+rcMRmT2TmMGyX6TbbTd1DA44Sa104ZuaAOs+j2Xy2F1dZW1l97RaGz5fD7DkA9OBNduwWxOGLWNOIS867nRvDPTELXTJjfg8/mkpv9eo5cb/mEQLgYFA6nJIfc7n8+HbDbbsuDG43GoqgpN0zA2NsZi2hCBuFAoIBgMIpVKtdiafT4fqtUqzp49i4WFBfj9fqRSKeZtUywW2aJB94sLg6qqCIVC7GREmaBlsHs6II2TEbdEdDF3G/V63TAuTrlcxne/+13Hm5hVzA3eY80OeBPU8PAwI0w7iaNDPBOjZ6LRqGsRWjuFmOm9U/QqK3avIeOLmQkEg8wTcdJ/Mj6PUdBPWqsCgUDTmujz+RAOh1Eulw21W07nqVPIhEs3NIKDwnsZZByG/hlIIScQCOD6669HKpVCsVhsWuhJuJiZmWGnbn5jJm+a3d1dBAIBlEqlpkSFNHHK5TIuXrwo5ewAVxcNVVURDodZYDS/34/JyUmMjY0hGAwy4cBMyKH/E//GjLcglsOTkPnoxTz3xg4Pg+o2el9qg1FUXv5aO+DLpfpJmLQjvJEpkXDlyhX2O6U5cGMTpzQIboUEMIs0bQW+f9yC1XuJJH4r70Sz+8Sy6N9uQjSRkYmy3xoZM8i0s51qS/jnabzwv5GmVnY/b/aVoRd9KfKp3BBw7Iz1bvMIBxmH5d0dCzkPP/ww3ve+9+Gv//qvcffdd2NzcxPvfe97ceHCBQSDQfzBH/wB7rrrLgAwvWYG8nwaHR1lwgiB+DMrKyuYmZnB3NycVNUZi8VYHiHKQyV6i9jZFGOxGK6//no8/fTT8Pl8OH78OI4cOdLkpg7Y3xTNBJNOUwrYhZFLL6/mputuTIJYLMbMgXYWHwIF3BOzZ8vgtO94sne3IMY1sXN/vzdnuyYbXdexsbGBkZERZgLsB2ihPkiLtZWJtVsYHx9HsVhEOp1u+p3WRV5rY+T16QY6ySjuBHQA9nC44UjIWVxcxB/+4R/izjvvZL89+OCDuPPOO/HP//zPePLJJ/FjP/ZjuHTpEgKBgOk1u5iamsLi4iKbECTxV6tVLC0tYWlpCWNjY5iYmEAwGMTQ0BBKpRIWFxexu7sLALay34rw+/0YGxvDyZMnMTw8jFe+8pXQdZ0FfxPNR05igWia5qoZoh3INCekNXJbzctr0PhyKTaHEWicGPUrryVpR/MyaAsgH1Z/0FXtuq7jX/7lX3D8+HG8+tWv7ndzDgXEA5LTMcInazVCN4R+sd29FEoHfR71G4ehb2wLOY1GA+9///vx8Y9/HB/84AfZ75/97Gdx/vx5AMAdd9yBmZkZfOUrX8Eb3vAG02t2EY1GMTMzgytXrjRJ/rVaDYFAAMViEZcvX8bly5cxNjbGODW8ENHOiWFychK3334720gpiiVvPlAUhbn8OvHu6LeAIwOfs8rtgS+aunjTohny+byp8ELk4729PUQiEeTz+Y68VAj90qjwHCZd11koBLPgi91CtVrFzs4OpqampNcVRcHJkyexsLDQszYNgqar1yC+H3mC8rBjptY0jc2zfvHM7HhidhOeoHO4YVvIOXPmDF75ylfiZS97GfttZ2cH1Wq1aSE8evQolpaWTK/Jyj5z5gz7W+TgXH/99djc3GSnfk3TcPz4cZTLZWiaxgScZDKJ733ve1dfTlUxNTWFeDyOdDqNtbU1w/cjsvP29jYikQiuv/56qalBjAIr5nsaVBiZyXjhxui5Tt/PaHG2EjTM7uEJ32Zmp167Bbu5EVOQNhHtRrx28hyRu82uv+IVr3BUf6dot18P6iaXyWSwvr6OcDiM6elpAFfz9dkBHSR6Ldz0Ip2CXQxCGwYZh6F/bAk5zzzzDB599FE89thjXWnEAw88gAceeID9LS6u4XAYL3/5y5FKpRCJRDA8PIxwOMxsyysrK7juuutw7tw5qKqKYDCIhYUFjI2NYWhoCIqi4KmnnjKMH5FIJODz+ZBOp6GqKk6ePNmSk4ggLhgHfZCYCTfDw8OIxWJYWVlpue7Urm7VT+JGRKRumTmL+Dck5JDXlOhF1y6IKOuUsyPzXrEL2cZgxI9pd8xRwEs7kYyJrN8riN5BTmAWq4qE4EGep3t7e9A0jQUVBfbXGQp4qigKdnd3kc/nEYvFMDExAcB6HNjRlnYDds3Hh1EzN2gY5HnhFmytYv/+7/+OxcVFnDx5EsC+bfe+++7Db/zGb0BVVayvrzONzeLiIhYWFjA6Omp4rR0QEZkHZXl9xStegWAwiBtuuAEveclLmHs5j1tvvRWrq6t4/vnnoes6IpEIgsEgjh49iomJCeZuTgKUDHwepF6G/wbkg9HJicnoeaNndV1viSkjbsBuQmyHkYmG5+E0Gg1GLhTbIxNmZb+L9/DXnX5fioDNg2Lz2DFROh1TTu9341RPubXcxhNPPIHR0VGcOnXK0XNWJuN+k5IrlUpTmhgZotFoy/VSqcQCcBYKBaYVd8Jn7JVGRSastLsmtQM+4rsHDyJsCTk/8zM/g5/5mZ9hf7/2ta/FBz7wAdx999144okn8IlPfAK//uu/jieffBKrq6t4zWteAwB4xzveYXjNCuRVU6lUsLS0hOnpaSSTSXadn1jkXcULJ2JE2UAggLm5OaTTaczOzmJ0dLTJ02dsbMy0PcQPISHHbIK6KQC5GfDP7HnSgJH5TVEUbG1tda1uglnEYhlEbU0gELAVzt9I6OGvWUWCbefkaZeD1c5mLLufBHyrGEXtoluagdtvv70tzRFp8fi+GBTNTaPRwPLyMmZnZ5uEmGw2C13XmbZye3sbY2NjTGDf3NxEoVBgCTPj8ThmZmaaYnfZGS+96oN2hYtO2mcnGrwHaxyGfutYH/3Rj34U73nPe3Dy5ElomoZHHnmEnTbMrpmhXq/j61//Ogt93Wg0mE2a0Gg0LDURoqlBVVXccsstjlXiKysr2Nvbw4033mjr/oM4cOr1OorFYstm0Y3TEf/d2vHm4L+fTOMTiURQrVZRrVaZGze/OfOu3WIOHzMchJOi3+9nwupBAKVT6STiLR8Qko/HZIdvZnVPp5icnGx6Nwp/0Wg0EA6HWQBSRVGYZnp0dLRJM1UsFlGpVFg5Xp6p1rxtvVxzB4lz5MEabQk5X/7yl9m/Jycn8fnPf156n9k1M1QqFeb+raoqpqenkUgkbD3LD0DZIHQi4GQyGaysrGB9fR233357k7mqVzCKQuw2xP4S/yYPDyfZl41AwdDMFmuz9w2FQoyPYxTIMRaLoVQqoVwuS01ZfIA6u0kOe8khaPd7l8vlgfTeM4LbMXZ4YUfMDUZxYGq1GruPTF12+9rJd/H7/YjH40335/N5FieH4nhRuRsbGwCAubk5JJNJ5ihRq9WwvLyMyclJDA0N2aqbDnl21ivxnczMP0bv30/tWa/rVVUVfr/fFrdt0HEYBLWBjHgM7C8+o6OjWFhYQDKZlBLZOuWpmKFYLOJb3/oWstksrr/+eiSTSZRKJUfeDb0yW/UCuq5LPX3agd1gcyKI2yCSjAkkhNDiQ0KUnUiu7YTT70TgsRob/f7encJJ3KhuQDZeaeOn+ev3+xGNRlk0c7vl2gW/Fu3u7mJ0dBTFYhHRaBSBQKAp4S1ps1KpFJaWllr6rlarYXt7G7q+H6urWCxib28P8XicOVcUCgW2RtEcETXgdt/R6D2r1SpqtRrTKokRpw8DeCH5oONaeQ8zDKSQo2ka7rrrLkckO4Ibk61areLpp59mix95WgUCARafxw46HUB+vx+xWAx7e3sdleMW+j0hZCkOeHMUkXxrtZqtU5ZTYUXG3WkX4XDYUFgbZJCZ2ErQHzSTCi9UUts1TcPJkyextbXVlbHNf9twOIyxsTGk02ns7e0xZwzyEI3FYkxTbCR0lctlXLlyBZqmodFooFarIZ/Po1wus3WCj2Yci8VseTo5OYwVi0Vsb29jfn6+51rtduG2lom81uj9ByHPnQdjDGQWcr/fzwSJSqWCs2fPIpVKdaUusueXSiWmFn7iiSeazBxnz55FrVZralcv0Gg0HJ0y24FsATTbxOgauRirqmq6iLqRA4pQrVYZGZPAu1mbubTLUiwEAgFDLohds6ad+8RAiD6f70AKOADw4osvYnV1td/NaBu8lqJYLOJrX/taxwRYO0ilUtjZ2WFJV7PZLJLJJBt/2WzWttDAJ5BtNBrY2dnB5cuXkU6n4fP5WODSQqHABDifz4dCoSDdkGkc+v1+U/Nho9FAJpNBo9HA2toa40yGw2FX5znBrTK7dTjr9X7QDdB8cOu/QcRAiuK6rmN1dRWVSgXJZJK5YbqNdDqNWq2GkZERLC4uIpVKIZPJYGFhAcViEZqmIZVKYXZ2Fqqqdi2wXCgUQr1el6rX+UWpG3Zvp/Z1+p1OMsFgkJEn24HTd5KpxsVI2Py9dF1Wj5lLdSeJKUWYcZ0OGl7ykpd03P5Go4ErV640eQx1G+I3EP/d7twye4aShSqKgunpaRZigMxmOzs7jCC+vb2N3d3djtYWEuRHR0eZ2TaVSqFcLuO6665j+eMSiYTh4cYq1QoAJBIJpFIppNPpljWLNEz9zGfWK7jBT/TQfQykkFOv17G4uIhcLgdFUXD8+HHbhDu7SKfTeOqppxAIBJBIJLC3t4dSqYRjx45hfX0d119/PXZ3d5FMJnHdddcB6N6JwC5RtJcuobyXilHdtVoNsVgMqqoaCjlO3Vwpo7jZc0ZBHUV+AL+Qy8wn/G8yLyyxfP56J4H/egVySbYyHYXDYUdCaqcn7Hq9jnPnzmFqasoVIcdMQLHL0XN7blUqFVy4cAGzs7OMM8PXk0qlWursVMAZGRlBLpdDIBDA/Pw8rly5gmKxiFwuh2effZbVFwqFpLHAarUacrmctPxMJsPy+dGBM5lMMr4RzQsaR3Nzcx0dTM2yojtFuwLstc6bA66Nd7DCQAo5NNmSySTq9bph/px2USqV8N3vfpedoojAd/r0aRQKBZw6dQpXrlzBzTff3DRRrRZSO5AtumK5kUikxZ27H7DzXmJG405hJOBYtaXRaCAQCEBRFHbCcsoLsdvftPha2eIPQrRdAG0TyslUMj4+7ui5QCCA173udW3V6QSKouD06dPY3NyUChV0D+D+Yq+qKov/VKlUUCwWmccf4A6PIxaLQdM0pgGiuVipVBCPxzE1NYWNjY0WM9X6+rojTk2pVMLGxgYURcHExATi8TjTFm1sbLTkjPP7/UilUpaxx2R9z3uTtjt3DhsRul0cdK2yXQykkEMLw97eHm699VbEYjHXyt7c3MQLL7zQQubVdR3JZBIXL17EwsICJiYmoGma6abrtnqbQCrtfoIWil63g+qj+vlFzwikDeiE7GonRo54D18fJVCs1WptpYToBuxupO1uuPV6HblczrGQ4zb4TVH8RhsbGy3BAnnwEandHOuk6aOgmpubmyyyOj8+4vE4ADhKLksYGhpCNBpljhG7u7vsfQAwL6hkMomtrS0mYDl9T+LekRmKTGE7OztN3DJKGzIxMcH4bqVSCaVSCZqmtWjtZO3gzeHtop3oyzL0cu3zyMvdw0AKOQS/398U5bgTlEolXLhwAaurq1LzUDgchqqquO222xAOh1tibIgQNTFOVfhm8SbcRjvuvG63w+rELObC4hcqfvMS+00WudgtOOFg8acingjdb2G1mwgEAjh27Fi/m2EIXdctHRYo0av4nTrVwJVKJRw9ehSlUgnZbBaNRgPb29toNBoYHh5GrVZDtVrFxMQEfD4frly5YulkwAtHqqoim81iaGgI8XgciqIgGo02zaFwOIzd3V0Ui8WmMVytVlEqlWwfHgOBANMKkXBDZfAYGhrC6OgoC7NRq9VQr9extraG4eFhFuzQCgdB++kmstls3zxoD0M/D6R3FSEQCGB1ddU2X8BoY15fX8e3vvUtLC4uSgUcVVUxOjoKXdcxPDzccaRfOwKCGbHXbQ2AEcmQ/i+znfOxINzgTVhNJiOtkfhbvV5vUY3T88DVthKHhieMO4WTMUALejsgLhH9+yCgG44A7YL6rJ05a3fctQNVVbG1tcWEF9LylctlVKtVBINBBAIBJog4KXdiYgLj4+NMuHn961+PkZGRpu+iKAoSiQSLmMzD7lhVVRXJZJIlRt7c3ESxWES1WkUkEoGqqpiZmUE8HkehUMDe3h4TUiisQzAYdBTRmtfM0XsclHnhFERAL5VKfdf8XqsYaE1OOp1GOp1GqVTC9ddfb3ovxVBJpVJM+1OtVvHCCy9gZWVFqpXx+XyYmJjA8ePHW5J/iuU6WfTs3Mt7MnRTmqbYPmLdJMjZEarc0JBQlFASMsUIyu0S/MS2i5og8lwrl8uGmhk+4rFVos9uQFEUhEIhKQ/LKiGmFf/Azqm4nZPzIG06ZvPTSoPYre8bCoWQTqeZazjxcebn53H58mXmBr66umqYXNSoraqqMnNQuVxm5jgi69Ia6PP5EAwG2f3BYBB7e3uo1+vY3NyEruss15mRN1StVkM6nYau7wchJEGNN3+VSiVMTU2hVCphbW0NpVKJaah8Pl9bBHP+e5HZqx2I5u5B01wUCgXmINCPtg1af3QDAy3kENbW1nD8+PGWiUgumRRY7fLlyxgeHmbXL1y4gMXFRcNy4/E4Xvayl5lOQJpg3XDd7oX7rOykyqu0Cd1WEYvtEN3jgfYyXJvFxWk0Gk0nWDtu4f0AueDL+t+qT6zabPVd2/3uB4VD4NYm104/VSoV1Ot1jI+PY2FhAevr601m8Fqt1pTawe/3IxKJNP0mA0U/pvg0u7u7+OIXv8jaOTY2hlQqhb29PVbX9PQ0VFVFoVCAoigIh8NIpVKo1WqIRqOYnp5uElx1XcfOzg5UVWVraiAQwNjYGEu502g04Pf7USgUGBGZ0lUUi0X4fD6Mj48zs1ipVEIgEGDmLLtcx07Gmmja7gfP0AyapmF8fNw0GXI3MUh90S0cCCEnl8thaWkJx44dY+rebDaLCxcuIJvN4vjx41hfX0c6nUY8HsfY2BjK5TKWl5dNy6VcNoDxx7bj5dTuqbbd2DJGbZDlgxL/FgPT0bvx8UKs+EjtwCjHFI9OY5bIYOYSzmt9Ool54YaAZPS+Tk+wogu+UTwfRVEQj8eRz+d7qibvZroH2bjhwyGI3DknmtR2xiOv6dB1HZqmMe4FmVHD4TD7Tdd1yzWBDkblchn1eh2BQICR3guFAnK5HCMbh8NhpsXe3d1tIognEgl2aJQF9KS4PWSmAvY145lMBplMht2nKAqGh4dZEMLR0VHk8/mm+D80BwuFAtOeGx3wZP1crVY71hzSwW7QNvVgMAgATYdzD+7iQAg5wH7U4Y2NDRagj+dALC0tMZb/yMgIfD4fs3OagUw2ZhPIzim4HeKxFZxuBtROMk+ZcX5k/wauCkAyE1cvQO/rxkLEe3zQAhcIBFo4PVagrN5WEYrFJJ9G93ZbY0bfjU7rIumUR6FQ6DkPgK+PBDA3YRWigRekKY9Vpxw8vmyqn9fSlMtlFAoFlnDT5/MhHo+jUqm0kI2t+iMUCjEvJ/69SqUSVldXmWaGEoPSe+VyOVSrVfj9flQqFezs7GBhYUG6btVqNWQyGaYpqlQqzANNDFhI5ixgn3g8MjKC4eFh7OzssFxcGxsbjB9H6zMPfk4Yadx4fqBT0w6/TntoxmHokwMj5NTrdaYmFUHxHkZGRnDixAkA+x9vamqq6STBw+fzYXZ2tiPhpJsDpJ3NJxKJ4NSpU/jOd77TlpBC7+OmhskI/MI2yHEtdF1vSSUhQyAQwMzMDC5fvsz+lmmHKIBgtxcXXddRLpelWrlIJIJyudxXk1OtVsPzzz+Pm2++uel3arcToqqoqbGrmSFibLvg68pkMlhdXcWxY8egqiouX76MUqnEeDEUwZ08oGReX3Y0iqVSCaqqYmpqiqUUaDQa2NzcZN+zVCphb2+PmcSp3Hq9jlAo1MQ9k0UoJjMTeW1Rf0UiEcTj8RZPoHK5jL29PRQKBYRCISQSCUxMTADYX5tLpRJCoRCCwaBpTCarb2EljNoJCkno5+YuE+SMgjB66BwHRsgxQzqdhqqqeMlLXsIWx/n5eYyPj+PixYvI5/Msg2+9XkcwGMRNN93EggwanR4GefOVoVgs4sKFC20JSL102ySTGKmP7ZgDw+Fwk5rcCD6fj8U3ApoD3fH/5r+rWVwbGRlZhlqthpWVFWm0ZR69DAXPZ9zmQe7AdlyWuzX+VVVlkcR5kFDpRMghtDOG3Rrz6XQahUIBGxsbiEajSKfTUo6NEd/GbrgCUTipVCrY3d1lxPpGo8GIxYFAAOPj4ygWi8hms5iYmGAHRaqvWq1ia2sLiUQCkUgEiqKw9A+NRgOqqrJvUavVpAcg0kz5/X5sbW0hGAyy2D2RSITl0gLkXnmiybxd9JJvJT7vtH7efEZrVj/gaXIGHD6fz5R5X6/Xcfz4cQD7QQAvX76Mer2OG264AZOTk00eRiIGyXvELkh1TEKEXWHHDjmV/u/WpqeqKhKJBLLZLLPfG4H4Bnbg8/kwNDSEVCpl2VZSoZN5r93cZHQ/398yLlSnC6nMvEjf2Y55krC4uOjIm6db4Dc/An0/p+iGB5kMxWKRkWep3mq1yjQzlNPJKUjDwq9lRkJmpVLB5cuX2TtRVPh6vc5M+cA+36NQKDBeoa7rWFhYQKFQgKZpzL17ZmYG+Xwely9fxuTkJMuUTm3gQzHIhPRGo8H4O4FAAHt7e8yrjKK3Dw0NNSWzbFcwcAqeeO5kjvDPW91D3E67BxjSIq6traFer9vKF9YtHAYhZ6Dj5JjB5/PhJS95CV75ylfixhtvZCdAHtFoFKFQCKFQCLFYDKFQCLfddhuLZmwGmQeSiG4LQhQx1Slo4bMCaTDsws1NLxQK4eUvfzk78bkFSjVQrVZtucbXarWWuDtOMpDbvbcT3pbRc4qi2BYInAZNlJHY3YLbp1ZxHMv+7dZi3mg0cO7cOSwvL0PXdWxtbTWZGur1OhMy6vW6pacUoVAoNAk4fr/fVJtF9dA3IsFqamoKkUgEoVAIIyMjCIVCmJiYYDF7UqkUIpEIOxCRtxWF6lhbW2uKJUZzpFQqmR406F0phk8+n8fOzg6Wl5exvb3d4j3kJkfGjpmr256jTlKjNBoNrK+vsyjb3XD08HAVB1aTE41GMT8/z+JFzMzMMDswDyI3joyMIJlMsgnR7fg0ItqZaGYE4nbBuySLxGm7Lp1uIJfL4atf/Sqy2azt8vmgeQTSZPBqfJEEDBibA8yIwp1kneczlVMf84uZE1MQfR/xW9AJuhsgs0c3gv65fWoVTYQi0bgdsqoRgsFg0zgcHx9v+gaapmFhYQEbGxu2BRwZ6vV6i1AxOjqKYrEoFTaIGB+NRlkMnuXlZZY/ql6vo16vY3t7G7lcjvF0yNuJxmWn34ZMaOLYLhaLKJfLCAQCyOfzCIfDLKdXOBxmAp1TIrqiKKYcMyrXThgQ2VrXDc872o82NjYY14lc7nuNw6DJOZBCDrkr5vN5diI5depUyyCp1Wo4e/YsTpw4wdSzBDc+brdVrXaeceqFZWRSsVLHtqvFMVo4+CBjdiHTrsmEGiN3dSPhh//b6D4C761l1idkBg0Gg6jX64z4yV8HzDUNMhd/u5AJRE7RL56AHZDWgDYx/l3Fd+9EwOFzkgH73394eJhFG9b1/XgylCdqZmaGmWbOnTvn6gk9n88zkw+NK15rS3HD+Dg8FJuHH3u8xqjRaGBra8u1za5UKuHKlSst4404axT4jkIdEJE6FAqhWq0yDy0nsArzQUIuYH5o6+WGT675mUwG5XKZ5TDz4D4OnJDj8/lw3XXX4fjx4/jGN76BVCoFv9+PbDaLZDLJgldduXKFhSBPJBKYmZnpd9NdBU1Wp5uXHW2N6NLZiZllaGgImUympd52Av91Ar/f32I3NxJkFGU/2/Lm5mbT5mAWxMwIxWKxSZARNxwSmlRVRbVabWqPpmlMm2fmki5zkXXSRkVpjj7dzrfpZvwbGci9GTB+VzfMySLfSVH20yjwaTjm5uZw+fJlRCIRRKNRbGxsMC1JJ9F6RVSrVSbklMtljI2NoVAoMM1OrVaTfjer7+L2dzMqj9dM8yaxWq3GTH47OzsIBAK2N31eEy3OTZ/Px/reyJxpJhx3GyMjI8zc3Ou6CZ4mZ4BAmXDHxsYwMzODbDbLFuV6vY58Ps9OJNFoFJqmIRAIIJfLIZPJYHh4mKmazUCTpV6vM5KhqAWi+4DOuBZuoN0TPr848NeoTN6E1UkQLfGUJZrG2lH1yhYzq5gr9E7iPUbP5PN56f0kbBAZk1xkZaCIsLyZSjS5UXnRaBSFQoGdzIkLQf1lpcruVBglwYbK8Pl8qFar2N3dxeTkZNP9vPmHr1PWRjNTUScLO2mZKM6V0fyk7ySaYZwIclQ+jb1EItFSlt/vRywWw+LiIjNT8ekc3IDI8RFj1hwEEGnbyLOPIibTvUTIbgc09ozmBb8G8d6VRiEJZOZ9O8Rm/t2MDpT92Efc5EUNMgZeyKHT89TUFIaGhhAKhbC+vt6StZeiYtbrdVSrVWYeiEajyOfzSKVSiMViTNChj0uuzIRAIIBGo4Hl5WUsLi7ipptuYouaouxn1g0EAmxBNxMUug2ruBBmbeA3fd50ImoFOpkIuq5LF/h2NFA8YrFYUyA7I20M1UWwc2IlzYosboVMG0WBAo1AHmm8ACATBqg+UaBRFMVVbYARSPNA35sEuLm5uY7GcjAYdEzMdAISCs3aSK7QPHih0i5CoZB0g6aNWEwh02g0uppd+qAJOIC9CN7ZbBbZbBbRaBQTExMtvDDe3EXznMzHtJ77/X5Uq1W2vvGHV6D1sMffx3tLirw8mdmL3wNEQYbKo3oCgUCTFosI/odB2OgXBlrIIfstACSTSUSjURSLRWbHpNOYeFKrVqvMoyqZTDZxC/gNh99saaAGg0Fsb2/j4sWLTIXPD3be64Q2BZpUfDntwu7p1srGzF/n/5bxY3jhho8AbXfi9VKwA/YFArEuGQ+jHThR3ZdKJdeFD36s8fVYoVvmok6/Kb+g9xu8YGMVI0gG2XeoVqtNwR15DVEvhBDijx1E7xyrMctv/rxWVTwkGQkofr8fqqo2CdlEqC+VSsyTkv7Pa4nJtMyvK1QPfygkAVrk2FF7+KjairIf74vaQP/10xpwGISrgRZyarUa/H4/kskkyyZNg254eJiFrCdODrA/EEnNSXEbGo0GYrEYG8T8gOKDxtGp8OLFi/D7/Sw6KQ/+tMufCjoxwRDoFG828UV7slldiqIwc4nRZmOlsbEjdPHXe8HNaFd71S+7tx2I5GenoD6ncP/d0px0E256QclQLpcRDAZtRbC2i5WVFWxtbTHhdGJiAuvr666Ub2UOJfRrTHdbwKKDo2jS4bUj9G/eE5A3P1FeLn5cFQoF5nJPptrh4eGmXF70XrwAQmubaKLlD8q8OZs/MJJwxGsPB4HyMKjroZsYaCEH2DcfTU1NNfFiZmdnkcvlsLW11RS/IRgMIplMIpFIoFwuI5fLoVQqYWpqqkkCJ9U1LzQVi0Xk83msrKxgbGwML33pS1sEItHGS6YrHp1spLzgZHYPAOaCyd8v09rwsTSMyvP7/SyAHv+8+G8zUN2UH8ronk4EQDMehZmgRae1dhdjqvsgCA6UtLFXbaVQ/QfBdGJF4m4H0WiUJb/MZDIYHR1FJpNhgf3oEJZIJFiqBbuHADtmPisuWjdh1I92vTGt+oE8xWi9pvWD147QekyHQ968pCgK0/DT9Vwuh729vaa6a7Uay+tF0Zv5+FO0toicHSqTF7rEQyppeeg78SZ2vu0euoeBFnI0TcPs7Cxzl6xWqyxEOQWyokGjqipmZmYQi8WY+SqVSrGTLS+sEP+AJuL6+jrW1tbYokRaH03Tmuz54gZN9l/R3t9t0ClFtP+SwCIShe1oYjo1u1AdsnLcOKX4/X7MzMy08B5kEBdY4nJtbm46Etp4NfVBga7rjrUVnYQIcFvACYVCjnOnOTGXuq1lHBkZYd5A586dQ6FQwPz8PCMc7+zsYHNzEzMzM1hYWEAqlcLS0pKtPrNzT6+9FEWQECcLj9AparUa4zSVy2VomoZQKNQU/JHWLhIwFEVhB09ee0OamXQ6beiBRu9AwnAoFGpau3jNDN3HCzr8PaITh4wa0S/tDQ9Pk9NHBINBxGIx6LqOxcVFhMNhprUhQhk/sUKhEHRdRzqdRjqdZpNC0zRsbW0hGo2yAFjkaqko+5E+xSSeuVyOZd4FrprNCKQaNSKfETo1j/AnFaqD/l+pVKSTxMkizqt+nWwsYnv4v2XmKjcmkq7rWFtbw8LCAos2a3Yvj0wm0+SV4nRT5xdAQi/IwO3ADtmV90brJP4Rz4FwAxTnxSlIw9rrjOrAvpARj8fRaDQwNTWFixcvIhKJ4MSJEyzKOq1JU1NTGB4eZpuxW+3lv2OvXfmB5vQibiOfzzNags+3nzg0Go3C7/djb2+PXQeuetJR6AVN0+D3+1niUJ7jaYZarYbd3V1omoZEItH0HK/Nl80fXmsjmtVkfeQRj7uPgRVyqtUqWxyAfa0Onahlmw7xTiqVCvL5PBvgkUgE9XqdCT7VahWZTIZNDCKC8aCMufxGwBOMyQNHFGzcHqg8GVq2+BuRi52Ub0XgNXrO6G+rTa9dwY++RTgcdmw6ki1EVhAXNbHNFL3VrB1mQgSZ9Yyu04nVbs4uu/D5fFhYWGgK39+OoEKLtttmqnbK403R3YYssN6lS5dQr9cxOzuLyclJrK6uYmtrC9PT0/D7/Thy5AjOnTuHXC6HEydO4NixY9je3mbxozppO2kTaGOn4IW9NB92U5PEf1s6pNIaQqkoeFQqFTZneNNVsVhkHll26y2VSsjlchgeHm7RzhitY/QtyNsXaCYjA2jStvNmrn7gMAhXtoWco0ePIhgMIhwOAwB++Zd/Ge985ztx7tw53HPPPdje3sbw8DA++clP4sYbbwQA02tW4CcpBXGjk55soJZKJdRqtRZhQNd1lMtlXL58uSkSKEnafLA2YD8SJXGAdH3f5Y8PYiV6WlEdPGiQtzOAZF5CFARMjPUhEurarUt0h+9k4Js9Sy7XTl13qdxyuYxz58613bZ2QK6osvZYLe5m6mgzAQdA1zg1jUYDqVSq41O3kWDRiXbIKeg07Ya21A54AYdP7JrL5VCr1XD+/HmMj48jFAphdXWVpXtoNK5mDBcFGyuumQyU7408xGjzB+x54h1U0Lfe3d1teU8jrQr/bzspK3hhIxKJIBwOS8cYf8iVHXZFcxVgnLS3n2YrT8gR8JnPfAa33XZb02/3338/7rvvPtx77734q7/6K9x777148sknLa85AQWQymazhotBuVxGuVxmg7RUKjGtDnBVvS66d/KTgwSckZERNiApiRrxbuh+nocjDhTaoNoRGGQTx2xD7JToDDQvBt0c9JSPp5M62tlA2914rUwKVu8hkp8B81xZRs92AtkG2q/YLU41jmKfiXBiIjYyrzkZi/RN1tfXUavVMDExgWAwiHg8zrJ/b21tMS1wPp9HMplk2uh8Po/z588zxwi+TDOI5ijS8lE8sMMCImJHIhGWgJfGCGmyOtUqBQIBRCIR6LreEtmav4dMTKLZV1wzeG07aXB4E1a/hZzDgI50ZJubm/jmN7+Jd7/73QCAt73tbVheXsb58+dNrzmBqqqIRCIoFApN3Bgj9R4NokgkwhY1cjHkJwC5P5IdNx6PY2FhAbOzs01xdXgTGT8weU8NsS082awdyJ4z+s1pHf0+NbSr3eoE7WoW3Fb796PvyR12EODk+/t8Ptxyyy0YHh42vU/0ZDFLKOpG/9dqNWxvb2N5eRnPPvsslpeXm/p4aGgIuq4jHA7j1KlTmJiYYNoAai95Mdptj+wQQlqGwwTykoxEIhgbG2NJl4n87cY4p/EUDAZb1nExFg4vwIimLNHMRuUSKZr30OLL7jX4d3Tjv0GEI03Oe9/7Xui6ju/7vu/DRz7yESwvL2N6errJxW9hYQFLS0sYHh42vHbixAlb9fl8PharhlIs8DZoI9VsNBrF1NQUlpeXWawEeo54NcFgkPETNE1DJBJhv4ngbavkaj46Osqud+vjilI+z4Ho1YBql+/jFihxn5ukRt6ts1fol2nHynwhy+nFw602OtU4qqqK0dFRbG9vM6HACrJTPM+pk40h0XmAHBJkHpN0nSKn7+7u4sqVK011zc7OYnd3F7VajUVKj8ViKBaL2NvbQ7FYRC6Xw+TkJAqFAnZ2dhz1L/FLhoaGEA6Hkc1mD4T7vlvQdZ2ZkCm/FYULcYMbVKvVkEqloKoqkskki5DPrxfkbk7gXctpf6EDEnl7iWNQxun00B3YFnIee+wxLCwsoFqt4ld+5Vdwzz334H/+z//pSiPOnDmDM2fOsL95CZjMTaIq0oizoKoqJiYm2KBXVbWJXFyv15FIJBhTf2RkpCmSpbip0+DU9f0oqXt7e4hEIqw+u6cHN4QFmYDDs/zF3+3UZUag48uUnV56IfhUKhVD80MnXCTe1dQu/0VWp3gSs9suO+OmF0KQjMTPw2n9bo2LSqWCxx57rGPh1qot/PVarYbLly+jWq1ibGwM4+PjTfem02lsbW1hZGQEiUQCxWIRxWKx6cDl8/kwOTmJarWKy5cvIxgMYnp6GvF4HPF4nHF4isUi8/gRk8YC5v1OLstOXe0POhqNBnK5HHw+H7LZLEKhEBKJRFe8ukj7QiYxfu0ld3R+rNPewfN3iMPF38NHR+4lf80Ig6p9cRO2hZyFhQUA++q2D3zgAzh16hTm5+extrbGhAld17G0tISFhQUMDQ0ZXhPxwAMP4IEHHmB/k7mIgjPJTpmygR2JRNjCtLe3h3g8zuLmaJqGSqWCeDwORVGgaRqGhoYYT6dcLmNrawuTk5OIRqNNEraiKCiXy9jb20O5XGZxdEgStyuNtzOg+GeMTFbhcBi1Wq3p1G5Ul4xAJ4OMu2DlSdYNwceMj9EOFEVhQk08HkepVOqI5Cu+s7iwGYG0kmbg393uguj3+6FpWk83QFEbIkM738vsu9gda+I9PNk+HA5jdnYWFy5cQL1ex97eHmKxGJaXl1EqlZBIJJqCfcZisSbPGOLK8fMuk8lgb28PmUwGtVoNIyMjmJ6ebqqfNjoxmCdgT6isVqu4cuUKqtWqNPnotQz6To1Gg1EYAPcJ13TAJkcXChlCJkLR6YTmJwlFvCaHDsl8QFIaR2Jk5F7DE3L+H/L5PKrVKlO/fvrTn8btt9+OiYkJvPSlL8UjjzyCe++9F48++ijm5uaYOcrsmhXI9ipbrCncOc+7UVUVk5OTiMVi2NnZwZEjRxCLxZrIu0RcHh4eblI3VioVbG1tSWPPkAaHFq9IJMKiYTqxAVula+gE7eThAextFNS/RHJsNBpN0UDpHmAwJ4zMW43glIAr02KJ39SuytxpPBi7J756vd7TfFGapiEQCDQR/HsxDuzUQWtENpuFouxnDz927Bi+853vMPJoOp1mm9D29jbbQAEwr0ZCIBCAoihMuyhLzrq2ttYUiJHPWK7rOlKpFHK5HNuk21kTRMHqMMDv9yMQCLCArUD3+oFMleTMwqNWqyEcDjcdLil1BAkudPAlQZjMWzQuSOAB9scUmbM8dAe2hJyNjQ287W1vYyfU48eP40/+5E8AAA899BDuvfdefPjDH8bQ0BAefvhh9pzZNTMoioJYLCblTfj9fkxPTzOTEw0y4u8oioKxsTF2jbwQNjY2kMlkmI21UqlgZmYGlUoFOzs7yOVyGB0dZScjijlBNlriBB07dgyhUIhtZrKTIoG/1q98TiLsnLrpPpqQ5A67sbGBeDyO7//+7+/JycPn8yESiUgzgvPtNHuPdq+ZleuEPGu1eHVDZd3LBbNSqTRpXDoVcJwKSfw4jEajGBsbw8rKCotCfOTIEXz3u99l0W6feeaZJtM3bZK1Wo0FnQP2+5A8ocbHx9kJng5YADA+Pt4kKIubLmmLK5UKyz594cKFFo+cTsin/QiA2GtQuA8ilvdiLY1EIqhUKi1CTqVSYd+ThBvZWkhCj6IoyGQyTOsnfnM+inM/MIgHU7dhS8g5fvw4vv3tb0uvnT59Go8//rjja2YgYjHlgBGh6zojo0ajUUQikRbz0fr6OnZ3dzE1NYVMJsPIgLVaDZubm5ienmYbdzqdRigUwtTUFMrlMra3t1EoFDA7O4vNzU2meh4fH8fKygpGR0cRCASaAhTybesmZFoTJ3Ua8Xb4oHfEGdja2kI+n0epVGICXzabRS6XY6Q/p/U7AZkVrd6nG0TiTt6J1x5a4Vo4wbn5/c2EHPKEJPNMMpnE1NQUvvOd77CM0zSOq9Uqtre3sbW11VSGkZZLjGvVaDQwMjICv9+P559/HrOzs5iYmGjZ0EKhEKLRKNLpdNP31jQNJ0+ehKIouHDhAlRVxfT0NILBIPL5fNNmFw6HGcfmMAgtTtFoNBjvqRebcr1eR7FYZJoaWcqKarXatA7yh0K6h/Yb0bOXL4fiuwWDwa6/16Dg53/+5/F3f/d3uHz5Mr797W+zsDTdirk3sBGPSZsigjgVy8vL8Pl8GB0dhaIoKJVKUFUVQ0NDbJBms1mmEuYDAVLZ1WqVDUSyb29tbWF5eRm1Wg35fB71eh2lUokl4tN1nUW7nZ2dRSgU6mm/GHEMjGDXlETXa7Uazp07x04fkUiECTmhUAiVSgV7e3tQFAXZbBaRSMTSzddOO2Wo1+ssoJrVfVbcIj6AoxN3x3babTcSMO+F4WEffF9QWP2trS2m3V1YWMBzzz2HRqOBbDbLOBPEq6Nge3ZBh56NjQ2WCoYIp4VCAcePH0cgEMClS5dQqVQwOzvbdLCp1WqYnJxEIpHA4uJiU/6jfD6PeDyOubk5PPfccyiVSswET9ocOpQpioLh4WF2oPLQDDczx9sBfT+jOklrR4dd0UxFB3Xi85h9U9qDeq1VcbIOuom3v/3t+KVf+iW86lWvavq9WzH3BiOAhgDiz8jyfFCAJkXZT3ewtbWFlZUVbG1toVAoNLnxBYNBaYCoRmM/vw9J0QRK90CqRdJoNBr7kZbT6TT29vZw+fJlbG5usnxIvMrSCRFZJDeL16zKsVOPEzVosVhEJpNh5qGRkRHmwj8yMoLh4WE0Gg08//zzWFlZwfPPP4/l5WXLNpJa1wxm8U2sYDZRt7e3m9pC6T7ob6s2tWOWo36zghjkcRDi2fSaAEk8F0VREIlEcMMNN7CYJ5qmNfHqstksE3CAqxsRDzuLdrlcRjabZYl+V1ZWmJmJn3fBYBCqqrKDzJUrV3Dx4kWmDSIPzq2tLeRyuSatKG1wtB4BQKFQaNJOU12FQgHZbNaxgEYIhUJNHp/XIvpxELBTJwnEvIBDXBwScPg1Z9BA7XXrPzu46667MDc31/RbN2PuDawmhx9gZIclnk2hUMDU1BSzsxeLRfh8PsTjceTzeRZXwyqjMdVBcXSWl5ebYrKIOWoIpCmie402TSstAJEa2/WOsDOo7EbspSBlRO6jfgbA+nZ1dRXAvplgbm4Om5ubSCQSzHPNqA4yMRi5uwP2FzHeRdPs/RuNBnZ3d5HL5TAxMcHupwjWVs8D7fMdSPNgxLcx0uB0eyG3w//p1Exn9rzP58PIyAjTVoRCIdxwww1My1GpVHDlypWmQ4bIx7LTPrN2lMtlvPDCC2w+i/3Bm7PS6TQSiQTi8XhTTipN07CwsICxsTGEQiGsr6+z8oLBIDNTkfAxMTGBs2fPtqSdaZe0LsLn8zURpD30BhScUNf1lgM2L9QEg0H4/X7LWD7XAj8ml8s1CTCi57QRuhlzb2CFHIKmaSzoFW1StVoNuVwO+Xy+adBQ5tlyuczcz+2cTKkMJ5sauYCK8XXMNnK6TupLPoiUiF4PeJ/Ph7GxMTQaDQSDQcYdIGxsbKBSqSAajeKWW27BpUuXMD4+jrm5uZaNgvpATI0BwLBf7L6vHQGlXq9ja2sLL774YkusE7MN0C3PINmphjwo6NTXjwWtm0KUGP6e3u/48ePIZDLY2dlBMBjE6Ogo85AplUr41re+1UT2pRQInUDXdcYfi0Qi0DQN+XyeeTeJSU9DoRCbx41Gg5llC4UCLl++jJtuuqlpXpOGNxwOIxwOo1qtsgMArU1jY2NsY8tkMh2/kxnIu7QfGcgPK0jDF41GUa1W2f5E34LCpoTDYcYXszJb9QNur0OxWAwrKyuultkpBlrICQaDbBAB+5sXeTZtbm423UtxDei0ZXfSt7swULZfGri5XA6JRIINdCMBh96D/387m55bGyWVU61W8eKLL2JqagrXX389UqkUlpaWUKvV0Gg0sLa2BmDfFFMoFFAqlZgruRF3ikDtVBRFmmjUqF38s2JZIhqNBra3txnn6ty5c9A0DUeOHGkq0yiuiEhqdQorrg8/xsT0IrxGUbzeKxDB2677OY0bTdOaguFRf1+8eBGKojDPRF3fj1r+4osvdqX91O/1eh3r6+tIp9PI5/MIBAKYmJhoSero9/sZB+bYsWPM3JPP5xGNRlGr1fDiiy+iVCohk8lgbGwMm5ubqFQqyOVyeOaZZ9hpnf+29Xodi4uL2NzcRCQSQTKZZLmu3AYR7sPhMNtYryUhh4jkgxYHKBQKIR6PNx10FeVqziqiSDiJpdauafxagVsx92ToPwlAAp/Ph+HhYYyPjzNVoMhGl3nT7O7uYmVlhW10VvFjiLfTDsh7Y3NzE88++2wTn4Lf1MXNXrYRysjEVqDJ4xYURcHMzAyAfdfYI0eOIBQKQdM0TE9Pw+/3s+CKa2trOHnyJGZnZw3bZrSo29Um8H1oB7u7u/je976H559/nrnp0vcloUzXdcMFkxasdmFlgrPj/dUvIiCAFi8SHjxBNhKJ4PTp08yFNhaLYXJykr3fpUuXcOnSJaa6393dZUJON7Gzs8P+W11dZekOyuUy1tbWGEGZzN6hUAhHjx7F6dOn4ff7GbE4mUyy506fPg1VVXHp0iVUq9WmQwqZnoz6jHg2FA/HbfD8RD4x8bUEn89nmGqnnyBiMfE0KQqz2E5aU8rlMkqlUssBgsxadMDqh5DTD06ODHzMPQBNcfXMrtnBwGpyYrEYU/U6UbMTv8YuacxqATLiMVB8nb29PczPz7OQ7cDVUy6dzJ1G1LUaLDQxOonUK0JVVYyMjDTVQRqd48eP49KlS5idncXKygoqlQpze3UKcVNwGo9Gdn+1WmWcB3oXWnAuXryIVCqF6667jrnB99Ndk4LQ0ZgKhULMfCPydMizrRekS54MG41G2QLt8/lwww034OLFiygUCky4pzmWSqWQSqWavgkdUuzmnDKDHY0laXE3Njaa+pA4MYlEokmbEo/HcerUKaatVJT9iObBYJAJ9isrKxgfH8fQ0BAymQxCoVDTeLcT26ZcLjd5XLkJMn2SCT+VSlnWQxvxoJlMjEBesKLHnc/n62swxGq1yg5OJNw7EcQokzztVf0MHdCPQ9X999+Pf/iHf8D6+jp++Id/GPF4HOfPn+9KzD1gQIWcRqOBjY0NW6dfXsVPMSd0XUepVILf7+8o+isf9E/WDtoISEsgam7ExcSuO7fsGfE5NzY+4i0kk8mWa4FAAOFwmKXFOHnyJID9/h4eHv7/2zu32DbO9O7/OTyKZ1FnS5ZlS7LjxNk4TrJIE3TzFWmAvSh6Cha92HSbbtEsFgiKRW52URRogbZpCgQB2t4kBYKgRdpF0k3am2273W6LpEA2WDubkx3bsmydxZN4PpNDznehfV6/HA0pkqIkSnx+gJCYwyFnhjPv+7zP4f90ZODI5ZV0/Ht9yPL5PEKhUJ3X7vTp0yI5fXFxEblcDjdu3BDlvA6HY1/i4/oJWS/4Jud9EKVSqS4nRabbBo4+NEbPjMfjweDgIDY2NqBpGvx+vwgJ12o1XLt2ra7ENRaLic80+v3I+GkG3T8UYpHPk/LWAIhmjH6/H8lk0vB6FAqFHV4Vh8OB8+fPi7C11WrFysoKyuUyAoEANE0TuTdEOBzGwMAARkdHoSgK7ty5gxMnTog+RXQ8NOYEAgEkEokdE658nfdz8pI93K1qMpF35CBVsfeCUXL+YUsukHeu0/GYvB60WKX56jgkHrfCa6+9Zvj6fmjuAT0argLQkjdGnjhoULTZbKIZHqkiG0FdZo26DcvHQJNyM2Svhnyj6l149O92ysypHFVmt6aKMs2SHpeXl3Ht2jVsbW3tCK1omga32y2UXoHtNgijo6NIJBIdGQh0/p0OUvl8XkjiA9vndvnyZRGeAu5W8Nx7770IBAIwmUyi1JiqYOg49rsiRX9NgZ2TUaPfcS8xeqP71efzCeNuYGAAFy5cEHkolUpFeExVVcX6+jpCoZB4tvRCeXtF1oYxOker1YqRkZG6aqRmJdIul8tQq4kMEpPJJO4Jr9cLi8WCTCazwxCr1bY7fJOHlipnJicnxWKAdLhIk2doaAgjIyNi/LFYLBgfHzcsGZY9jO3QaJ9OniPSBDuqGEmCNINCk/LvYTSmtoveMNd/J1VeGd0HlHSfTqfrtHgOw8jplXDVftKzRs5uUGY7iTENDw+LKgqa2ButhG02GyYnJzE8PLyrkUOTZDP0A3U3f2zyFrX7meFwGFeuXMGnn35qePyapiEWi0HTNCwtLSEUCqFcLuPOnTu4cuUKlpeXd+zn9XrhdrsxNDQk3r+f6H+7aDSKDz/8EIlEQkxAlUql7n1U0n7jxg0RLyfIcCCRx26vCPf6u7fbC00PufJNJhMGBwcxOzsLm80mDHoyFEqlEq5duyY8ECS6SAZXt3Mg9GEeyuehJEIAdc9huVxGOBwW/67VatjY2Gj6ew0NDcHn84mQE3UUr9VqQqmYyruDwSBu3bolKqKAuyEEn8+H1dVVFItF5HI5LC0t4caNG0J4UL42ZDiPjo6KfDZVVREKhQyN14mJibqQcDt08zc5bE/IQUKGu97rsl8eNuq5SCKpgUDA8Lej46I2Ef2cdLzf9GS4qhXIQlcUBblcTqiLFotFMSAZTe40yLrdbgAQiqqNPAzk4m0Wy5br94GdrRP0r7UzGXY6cVIlU6FQQCqVQiQSESrNsnemUCigUCggmUzC4/GI1S39d2JiQoih0bkUCgWMjIw0HXhNpu2OvXLOUzvnks/ncfPmTdx///2wWCxIpVJYWloSq3u73Y5sNls3WHk8Htx///0iIXBoaKjuO6vVKq5fv47p6WnMz893baDba6Wb0+kUqzu5m3Ej6D0ejweKoiCfz8NisWB2dhZra2si0VHOnVleXq7bl+51/WpT0zQRzuiWsS57LwcGBoTYH8kMUDGBfB31z+Jux2KxWDA9PQ1N0xCNRhEOhxGNRsViiPZXVbVu8UPtFjweDxwOB1ZXV3eEcnw+HzweDyKRyI4xgHJ1/H6/qABplK8TjUbFuNMOR9Eo6baa9156vBmN2/sZRqT+iMD2QptESPWLQqrspbLzw0o8Pu4cWSOHxMNowJbFmIDGZbhk5MTjcaTT6aYVEsDdAabZA0Y3ilHF02HdRGazWXgyPvzwQ3GOq6ureOihh4Teh3zusvu+VqthYWEBmUwGY2NjGBsbAwChMG21WpuuSinO3Am1Wg03btzA1tYW4vE4HA4Hbt68WTf55PN5WK3WOgkASgi8fv26+C/lcpBoY61WEx4NWcixXaxWq3D77+U3phJZCp9ZLBaRpyMr55J8wsmTJ7GysgJN00SpM50LJV/TvWokhKm/j42S77uV1CkbLeRJcblccLlcO8JG5F3by7UkA4KUyIFtlWK32y26gVMIi64b6UORIe/z+YSXk8hkMigUCnVjisVigd1ux+joKO7cuVPXyuPkyZPI5/OIxWJ1+9CY1S90OmnLv89Rg86ZihwKhYKoEKP7W34GySBuFlHYT9jI6SFocLJarSLhTp/zIA9ujaDy5lgs1rUBJ51OI5/Pw+l0HvhNQ5O9nF+iaRpCoVBdh2Qim83i2rVrmJ2d3XUQotwcWpUVi0UsLi7ucK828mTsZRVHkx4Zo/KkQ+cqr5iA7Unk448/FgNkqVSqM4yGh4cxMjICj8eDarWKtbU1TE9P7/BI6Sdno3PrZl6DHJM3mUwYHx8XWk+nT59GJBJBKpUSonOUIxMKhQDczQEwSsrUNy9tpcLGyFhvFznfhvLaKCR08uRJzM3NweFwYHNzE7du3RJekG48k3rdmkgkInKR5KRmYDs0lk6nRZuHQCAguovTNaKQAnDXo2A2mzE/P7/DM0TnPjMzA5vNtqPtyVH0ynRCO54SvZemkUf9KEDJxKQYbzabxWKEPLQUYpfHlU5SEpjWODJGDimXatq21kk7ybcy1Wp1h1R8M1pxk25tbeGjjz7C3NwchoeHxX6tVFPVajXDCYUmBn1CF0261AdnfX0dTqcTgUBATGi5XA4rKysNvzORSCCTyQgvAa2cjCY+0vq4efMmgsEgyuWyWIGvrKxgaGgITqdTuF1lo0h//kZtL8ibQiscTdOwtbWFSqUCRVGwtLRUt4/FYoHNZkM+n8fVq1d3HHOzyZtCQvF4HFarVeRR6H9f+TenCbHVJHh9RZWRMUj6PYVCASaTCadPn0YsFhP3JRldVBov//7kndFP1nS99Z4po9fpGIzQNA3JZBJut7vjxGw6P0VRRHmsHCaenJzEqVOnRNNX6gkne2bbxWQyCeOPVGZpfIjFYkgkErDZbKJXlkwwGBRhv3A4DL/fv6P6Tk4mJeN5eXlZdKGWWV1dbVv6op8xqqA6qshhqlwuV+eVIs8zLZB64Tz7wbA6MkYOudQdDgcGBweRSqXEICav0qjreCP0RgtNRPI+7cZ/Sc9hbW0NHo8H+Xy+rrKHJjd9AqZswMh6C3Q88nHIq31KeAyFQqhUKojFYmKgphVns+OvVqtYXFwU50xS+7K3BLgbV6cmpaTySW0T5OaX8j5k8MhVb/L56K+FnARcqVSEtojT6ayb+GmFtL6+jtHR0bZF1kgsjq6Py+UyzJGQr127hrR+AiWDZWRkRFQxuVwujIyMiLDT2tqauAak2Ks3juhvvwdG0oyhhN1OP0MWF6SEb6MqDH0VWautWAj6PPICkZaPfvAmA9coFFcqlequrVFrCVnPiMjn86Kyi76XEkqNno1+ZC+5NEcRavFA6ryqqiKdTgsDp5t5SkxrHBkjhypp5IEE2F7ZezweeL1eJJPJXQfIgYEBMWkT8mDcSdWN0+mE1WrF2NiYUHelQVMW7aOVMSmm0sqQtsurT6Oywmw2i0gkgnQ6XedOB9pv8im/P5FIGJ7z4OAgJiYmhCLn+Pg4stks1tbWUKvVRJ8w2WgZHh4WJelk5JAngSZqOl8y5hKJBBwOh9A40jQNg4ODdYaRxWLBiRMnEAwGYTKZ8Nlnn7X9O+nf302tEKMScbomJpNJJNdqmiY6TtM2vesaOLwVFoXBKAerk7wlTdN2tCyhUvRMJoO1tTWYzWa43W6Ew2Ekk8m6xrjttlqh76CO4O0apuTNBBq396DKKv09lM/n4ff74XQ6RbNgnsTu0m/XgiIM1NuK8h5pLOslernsu5scGSOHVmJ6fD4fBgcHEY1GRWilGfrPaLZqp748suiWHrPZjMnJSXi9XgQCASwtLWFqakrcQDSJpdNp4QaXZfIpdEBJafQgyCEeiuOGw2Gsr6/XTSLdoJFHhFb0lAcyOTmJfD4vjKtisSgUkBVFwejoKFKplDBq5HOhPxoAaLUfDodFGe7w8DAqlYqIX+uF8paXl2Gz2ZBMJjtKTFQUBV6vVyRl73eynzyIUAM/QvZsNDPMG3lAGr1vL8cp/16kp/LFF1/g/PnzHemKmEzbnbgpxFapVJDL5bC2toZUKgWHwyEkH+TE4068Z9S+YbdOz42QRT8bSS5Q1RklhFPoKhKJwG63H2n9mV6HjE9K+O/1BG5KKZDpRYOPjZwjQCqVQrFYbHkF1eoASt3PyeNilLch5wmFQiFsbm6KWPzMzIxYwa+ursLpdMLj8YgqDDlfxWQyiYHTbrcLQ0EO4VCMVz8A72fn4UKhgM3NTRQKBSiKIvRDZGhyIaXYQqFQ1yhQXr3QedN5mUwmpFKpunJ/SghXVbWuEsYoCdQI0oRJJBJwu9113YHPnDmDqakpfPbZZwBQV0q/nxgNJI3ylFrZdy/vM4JyYcxmM/L5PBwOB5aWlpDJZJDNZjtOQqZQp/zvYrGIarWKXC4nngWqXGrnHOi+Is9rLBZDOp3uSlVOo8RXedKiiZa8s7Lits1ma2gsMZ0hK2QfBbXm49Qo9ahz5I2cdhUwW4VKrBvFUF0uFywWC3K5nOilQh4Iu92OTCYDl8uFVCqFbDYrOnYDd3MsyECRvTrFYhEWi0Uk3tZqNSSTSSwvL4uVomx02e32hl6ubiBXaDUyIvVVMY1E5SivplKpiOov8spEIhG43e66fjDNvByKomBoaAixWMywMoPCmydOnEA4HEa5XBYehGQyKXSWGkFd5tu9t6iFQKu/B3n1DmpCJMNCnxdTLBYRjUYRCoVEXtvGxgbGxsbE7zg8PNyxF42g57VYLIpr3EmIWG/k0HPqdDqF4GM30S906B43mnB5gus+FPJptS/hQSEnpDdrcitj1L3+sGBPTh/QKDGu2UBOVSM0GdtsNpGLY7PZoKoqksmkSAweGxuD0+kUiWdysiUZOLKOAg3clH8ky3+Tx4dW38D+aSy0M5lZLBY4nU6xIpc9NvrKo1KphHA4XFfyT1U9slHVLHThcrkwOTmJeDxe93qtVkM0GgWwrdDs9/uFsm2pVBLbKAw3MzOzoxQd6LxEnIzWZvF32dBodaBrFI4yqsBrtp/ewNE0DTdu3EAwGBQ5BDIUljHady/QudPxtwsl9NNiwe12IxqNIhAICH2Sbk6GRp8laxjJ9MLkdVzpJQMHqA+j0aJ3N2i85vvkYOh7I6cdGjVZlCfrSqWCeDyObDaLSqUiQlAjIyOixBuoz9eQvSC1Wg3xeFzkjBQKBUSj0TqDxu/3i+TeXnDdUj4OGUVk4MgTrDwZGBkALpdLSAMQzQa0QqFQVyFmRDQaFZ4uI7LZ7L4ojcpCc0Y0MhYaGTKy5gxgrJ7daN/dEpo1TUM8HoeqqobSClSpVCwWEQqF9tzzR6ZTGQhCziXy+XwYGxuD1+sVpfnA3d/A4XDsKvwpQ4sJMtqN9qOWMu1IUjDHC1oEtGNUVyqVnmnjwJ6cI4zFYsHAwMCuAoHtrAxazfmRq5VIhVduzicbONSCIBQKwefzIZPJiL49pKUify81H6Ummb2wGiD1Yyrx1k/uxWJRrHqBu5omQH0/KaD11Q1NytSvySg8pKoq/H6/yNGRcTqdcLvd+OKLL3DhwoUDrXww0hDa7f2aphmGYsh7CHRWYUcJv43Y2trCnTt3oKoqZmdnm37eXttbdAols09NTQmhytHRUWQymR3Cjq0ie8ga7VcsFuH3+4UWENM5R7XUnOQH2vF699J5spHTZxiFfTrJP5DDNACEbLx+BU4r+mw2K6rDaMCk0nL9A0HJzL0CNVmk8lnyXNHqJhqNwmw2i87MFFcnaBLptFrC6/XC4/HsEA0kqHWHfLxk/FJeSKlUEsYWybHTe/cbeRLebcChAVVvTHSaI7O8vIylpSXDQVdRFAwMDIhra7PZMDc31/CzyF1v1Epiv6H7irwviqJgYmICo6Oj2NzcRCaTqQvvtkKruX7dzv3pV3pp4icoFNUsiZyN297n2Bo5qqq21OaBsNvtmJycFBUh5XLZUBSsXex2O3w+n6gWknVDarUawuEwVlZWdoQLGrnyKQflIAaFZuJVlDA7NjaGcDgsjIyRkRGcPn0aiqIgGAyK9gQul0soI6+srNTlvOzlXJLJJEZGRhpWmS0vL8PlcmFiYgLBYBDDw8OYmprCxx9/LN6fTCYRDofhcrkwOzsLVVWbJiV3g05WUPrz6zQ5mr57cHBQNO7UQ8KEs7Oz4jnQNA3pdBoOh2NH2Io0rLoFGZitnJsslkgTE62uPR5P19pF6NlruI3pLeSWHVQ153A4RLWnDC3ujvrvz56cPsJisQg5egAi54Vo1FmYMJpka7UayuUyVlZWcM8994jPkZNOt7a22hqAD3LFo2maKLOWtSkURYHL5UIulxM5ESSZTzo0pVIJqVSqLodJURQkk0nRMLMb0Irb6XQaGrVUcUMq2YFAAPl8vi5cePXqVQDbXh9SjT5//nxXjq9bVCqVHW0W2jFuZCN7aWkJ2WwWExMTTUM4VPVG37O2tobl5WWMj4/jnnvuMVTybhVKUm907xvdH3a7fYcnEEBdWEkvUWBkkDFMI8hIdrvdKBQKQrSTttE45vV6hfxBL+RFdgobOX1ELpfD0tKSYUgF2Lbom5VqN7pZSNabJhm5gooE13oNCulomgav14tqtVrX8oFKJkltOhAIwG63Q9O2O2nXarW6EAElaObzeWxubracXNwqsVhMhEkGBwdRKBTE72Sz2TA9PQ2/3w+fz4erV6+iUCiIPkryeZVKJdy5cwcej6fjyVtmL/vLOTu12nbvsPvuu6+uGqmdAWphYQGjo6OIRCKIx+PIZDJIJpPi+jfy2lHicbVaxfr6OkqlktCCUhQFCwsLmJ2dbTu0t1vH8VaSqGWMqszI+CYDt5fCvEzvQfe+qqpIJBLiGdRXiQLb96KRh4fpPdjIwd0BXo7D60XsOrXWbTYbTpw4Ib6DqFQqWFpaqlsp9Ap0nCRMqE9+pmobUoD1+/3ielksFkSjUSwtLYlrabPZhC7OXsMG1BBR9tpQCI9yMTY3N8WENjQ0JFZd6+vrYr/BwcGOj6HVJEnZUDLSp2mG7CUpFovIZDKiWq9dyOis1WpIJBIiLCr3YpL1hAjqE0bHTPkn1DE5Ho9ja2sLZ86cafuY2n2eyLA28vDo85QoIZ9yKfphtcp0D5PJJFp7yNIX9P8UCpWrQc1mMxwOx45FbK/TD88GGznY9tIYSYWTS51UWpvRaNU+NDSE8fHxutU3/X8rbSgOg2q1ikwm0zBERwYhJe5OTEyIWDawPQnKHioKWwEQ+RKdhKucTie8Xq9QnnU6nWKidjgcsFgsQtp/YmIC5XIZsVgMP//5z4WhQ8dg1K+LwiFer9fw96RwZruNQYFt48zhcCAcDrc0sNCx0fm5XC5cvXoVFy9ebKsSjDSb0ul0naaQoii49957sby8jEwmg6GhIdjtdiwtLdX9NvJATfpMdH98/vnnLR/HXqF7rtXnMJPJIBQKCcVs2YtDHdGNEvsZRtaFMvovsDOcSs+0w+HYN4FapjN6q2PYIUGJxjJ6nZfdaDT4lstl4eZPJpNYWVnB5uam8JD0KvLqRY9cbUDJryTKRmEqYHtSpDCf/LmdhnGKxSKCwSBSqRScTifuvfdeoTh6/vx5uN1uJBIJjIyMYG5uDh6PB+VyGel0GgMDA0JokEJx+nMbHh6Gy+VCIBAw/P5qtdqRR4/Kvpvt2+iaUF7J2bNnMTQ01FZ4Mx6P48MPP8TPf/7zHYMuiUzSPbixsYGJiYkdeT8ElWjL+5NhCWDftWJIwboZlI9DRja1i5CfM7r/rFZrzzVMZHoDaqPTDLmHHwCRn5NOp0VTzqMALbq79deLtPyUl0olPP/885ifn8f999+PZ555BgBw69YtPPbYYzh79iweeeQRXLt2TezTbFsv0Wg1142kslgsJoyadDqNlZUVZDIZBIPBnrX2W+k6rSgKRkZGMDo6KtyzxWIRGxsbCAaDACDE1GRajWMbTUCyy/i+++6rW3FRCT5w11Ozubkp/r2xsSEm4kwmYzgIbWxsIJVKYX19vaEB2ungRfpJjQaCRjlA1OHe4XDg1KlTbYWrSqVSw3MFUOdVSqfTojWJEeTFoWNdW1vDyMgI7r//foTDYXzxxReHNrDTvUIGL/WdMyppp2upn6QYhmjm3SOJgkb7HSXPYLcNnCNv5Hzve9+DyWTCwsICPv/8c7z88ssAgG9961t47rnnsLCwgO9+97t49tlnxT7NtvU6JGzXaFurULPKra0tbG5uiiouqkrqRRr1EqK8CGDbLXvixIk6ReFKpSIaYtIE0+lE0mylTUl/2WxWfPf6+rrIGaGkQaqUuO+++3Dq1KmWr7cssNcNGpXhN8JkMiEUCokwqTx46NWPmxGJRJpuHxkZwfDwsDhGh8MBt9tt+N5yuSzCXdR5e2trC1tbW/jiiy+Qy+V2rH7J4DhIKPmdmr7qex1Vq1UhqthtzGZzzz7TzN7ZixeaOTxaeiJzuRxef/11/OVf/qX4kcfHxxGJRHDlyhXh1Xn66aextraGxcXFptuOAs0mpXZVkmu17S7JNAlns1nk8/ldP4cGTTKMDhur1Qqn0wkA8Pv9IlRFDR7X19dFsp5Rkm07E0CpVGp4farVKq5fvw6Hw1G3ip+cnBQKtMvLy2LSVRSlJY8cVYzdc889Xbve7Rglct5WJpPB6uqq4fuKxeKOnl3y9xG7JXnL3qNyuYzr16/D7/cbvndgYKDumphMJszNzYn7oVQqYXFxEel0GpqmYXV1FWazWWw3Or5uQMYs9X6j1/x+vwilyfcRGT16HST67XvhOWN6EypA2c3Tc+bMmQMREu0G7Mn5Bbdv30YgEMCLL76Ihx9+GL/8y7+Mn/zkJ1hbW8PExIT4QU0mE6anp7G6utp0m55XXnkFU1NT4u8oufx2Q9/rqlgsIpFItFzOSoqbrd5AsrelExoN9KSDQ2XjLpdLHBN1rJa1hYy6BXfzd1VVVeTYKIqCEydOYG5uri4xFthOJr5z505DZV/C5XLhgQcewKlTp0QFVzdo5+GXm7bOzc3hzJkzWFxcRDAYFMeez+eRz+dx48YN0aTS6Dtv3Lixq5gliTUSiUSioWFUKBREe5Jz587h/Pnz2NzcxMrKiji2SCSCzz77DJubm7hz5w5yudyOY9ivgZCMFDIq7Xb7DgOLoDYjstFtMpkwMjKyJxHITrqpM8cHRVHwpS99CX/8x3+8p+pNpru0ZOSoqoqVlRXce++9uHLlCv72b/8Wv/M7v9O1mPYLL7yA9fV18XecXb7tGCDVarXOM9IKe10pG03KpJtTLpdRKBQwPj4On88nOm6n0+m67uEHQa1Ww+LiIlRVxdjYGM6dOwer1Qqfz1f3vsHBwV3zL8xmM+bm5upKQJu9V6ZarYqwkOxh6TQ+T8mzVG6fzWaRzWaF8eF0OjE0NIQzZ84I97n8R16gtbW1XZ9PvWKvfC56VFUVScmqqmJychI2mw3JZFJ4G6vVKvL5PNbX19s+704x0gyyWCzinrXZbKJvHBk2hUKhruKPzimbzXKezhHDbDbD5XL1jOCj1+vF1tZWTxeVyLAn5xdMT09DURR8/etfBwA8+OCDOH36NFZWVuoSaMlNPT09jZMnTzbc1q9YLBaMjo4iEAjsm1u8U6l5RVFEfy158LdYLPB6vWKC0DQNdrtd5DuQsvFu30khhW6jKAoCgQDK5TI2NzcxOztbtxqXNXMcDofhdbfb7VAUBZ9++mmdwi9wV/WXzo+MoI2NDYRCIWQyGeE1Im+Hpmm4fft2S6XmRt3Fq9UqstksnE4nzp8/j6GhIRFuo8FkYmJCnIs+Z2cvA06zSX5kZASKomBlZQXxeFyog5tMJkxOTsJut8Nms4kWD/qmqPsBVfWRkWez2UQvtHQ6LTw0fr+/zlNjZIBSc0/m6EAh117woNVqNXzwwQd46aWXjkxnejZyfsHw8DCefPJJ/OhHPwIALC0tYWlpCY8//jguXbqEN998EwDwzjvvYGpqCnNzcxgdHW24rV/xer0YGhra0ayzF6CBQj9Y0EqJXPEmkwmlUgmFQgGJREI0Ez0syKPzs5/9DAsLC7hx40ZdyEU+n0Z6R+VyGTdv3kQul9uhxVIoFHDz5k1RqVWtVvHFF19gYWEBy8vLqFarsFqtImTn9/vFdzYKl8jo7wNK2p6cnEQymUQwGITVaoXL5apLtqbcAH0puKZpcLlcDXNr2kU2TNfW1kR1nKzWbTKZcPLkSXGM1PdqYWGhK/3fdoOMG/LYAHfzJ0qlEqLRqDA+mzXqpJAXc3Sg0m16jg47ClAsFg/knmdap+Un+tVXX8Uf/MEf4Lvf/S4URcFrr72GyclJvPbaa3j22Wfx4osvwuv14o033hD7NNvWjyiKgnw+L2TxewVK2mykJlssFuuk/KkZp6IocDqdLXVi3s/zlZOKt7a22t5fFu+SV/L5fB6fffYZyuUyUqkUTp48iUqlgq2tLTHJu1wuDA4OCnE9YPu6zM/PdzzgapqGa9euIRKJoFQqYWRkBA899BBu3LiBkydP4qOPPkKlUsH9998Pt9stVLOHh4dx584dBAKBrjUYnZ+fx/Ly8o7E7VQqhVAoBACiV1mxWITH48Hs7Cw+/fTTA+3rI1crWiwW2O12eL1exONxkdeWyWRgNpsbeqvaFXls1sCWOTi63Samn+i1xfZ+0LKRc+bMGfzv//7vjtfPnTuHn/70p4b7NNvWb1CoZ2NjAzabTbREOGxI7bkRqqoiHo+LgUQv7Le6utqT/bca4Xa7YbPZGlYnjY6OCgMhHo8jn89jfHxcNOy8ffs2yuUyAoEA5ufnRbuGRuG4UqmESqXSsDSbIC8ZNdCkHl9utxvFYhHZbBaZTAYLCwvIZDLwer3iODVNQygUwvr6OhKJBOLxeMs5AR6PR+gKGRGPxw0HwuXlZXEv2Gw2rK2tIZ/PQ1GUOs2cTCaDsbGxlo6lU8xmc51mEv377Nmz+Oijj2C1WkU1YCKRQKlUgqIoGBgYqMt7axdK0u9EAZthmIPh+Gb49hi1Wg3JZFKEeg5LOE12x1ssFvh8vqZ5CPIERwmmRCsllYdBMw9KpVJpGi8fGhoCcFdgELibi5LNZhGPx8UE6vV6RcVZI6LRKBYXF5uumDRNw9WrV3Hr1i2oqorNzU2h1XPu3Dm4XC5cuXIFmUwGW1tbKJVKiMViuH37NjRNQzgcxtbWljBUMplMywm01Wq1qdcnkUgIAT0Z+TenFgr0ulw5WCqVdiRiFgqFup5Y3YDCqeTRMZlMcLlcGB0dFblDgUBAhBBrtRosFguGh4c7TlotlUps4DBHmn7IyeEA9AFChs1hVXDom4TabLZdK0r0xthhGzQ0gTUzEknR1ojdvGfpdBrDw8MIBoPC25NMJhGJRJDNZlEsFuuuYy6XEz3OzGYzCoUCCoWCENmj42lkSG5tbSGZTCIWi6FcLgvPz+zsLMbHx4XkQKVSwcjICMLhMIDt34HCWXtJ8KWS9EY4HA7Y7XacOXMGn376adsNVovFIm7evAmz2YxLly6JbvRLS0sYHx/vSg5MtVoVnjRKQiaDfH5+XnjAaJFBUCiQ2n80urdbuecY5ijSq4ZJN2Ej55CgPIGDNBr0g3S7q9DDNnAAiITaRuEmasjYKSsrK0in03XNUyl0RFSrVayurmJqakqUUa+srMDhcCAYDMJmswkP2eTkZN3nq6paF9pKJpO4desWgO3JdHNzE1arFVarFaFQCMFgUIRX5POamZnB+vr6vlRxUEdyr9crkppJ2K8dI4c8Xjdv3oTL5RIhW6pW68YAK+fEyGX0JKRJ4cTh4WGRKE6Uy2Xxe9lsNmiaZti0k0rS5a7tDMMcDdjIOUS4XLU9SPSPEp+N8Pl8KJfLbXscCGrBoX9NDwnpDQwMGDb0K5VKcLlcMJlMyGazIn/jypUrsFqtuHjxIsrlMsbHx7GysoJyuYzZ2VkkEgmk02n4/X7cvn27TrU3FovVfX+7Ey4pRO9m3JIRQn2vFEVBLBYTpfLtUK1W4ff74Xa7YbFYRMJytVpFLpfbcxUYGTZ0nORRo22UHO90OsW1pFAgsO2Jo4q2gYEBFItF5HK5umtLFWVs4DDHjX7w5HBOziGhL1VmdqdWq2FhYUHkd7hcrh3l64lEoqPJuBNUVUUmk9lh4KiqiqtXr0JVVdG0lJJ7k8kkEokEotEoIpEI1tbWRN4NhVPOnTuHtbU1EdoxopNcKKvVirNnzxqGiOTy69OnTxs2V23XKB8YGIDVasXMzAxGRkYAbOcolUolISjZDcjQkT2jlJ9Duk6BQAAnT57E8PAwxsbGMDs7i5mZGdhsNpFbk0gkdhg4BBs4DHM0YU8OsycURdn3CcBsNsNqtaJYLNZ5aEjGX6ZXJqNcLoebN28iFovBarVicHAQt2/fBrBtBN24cQNTU1MYHBxEqVRCtVpFNBqFoijY2NgQPaC6aQhnMhlhfOmhLuOUOKy/rsViEaOjowiHw02PiUJxlNibTqeFsUaVX/R5qVRKKCk7nc4dWidGQokUjtIfH/2bQmKyEnK5XIbZbMbo6CjGxsaEsCUZQslkUsgCMEw/0Q+eHDZymD1xEEaFUf6GxWKBw+Foy2tzEAYZQYnB1WoVPp9PVNVR0nK5XBYK4FSxRbICjfKNukGjQY3Kv4HtfCfZiCCNmYmJCUQikYb6MGTg0HVOp9O4c+eO+Hy9nsn6+jri8ThGR0dx6tSpus+VRf1kqNS+kdGjlzigFhmrq6sYGBjA1NSUULjWNA1TU1PweDzI5/MH5gFkmF6glyuiugmHq5iex6g6qVarIZFItN0R/iCpVquwWCwYGRmBxWKBpmnw+XwiN4aajFLFz0F4EowGNb1BUa1W647FYrHAarUKQchGjSjJqJD7rZFQIBk4ZARR77NyuQyPx2NouNB3yMYT/emNmkYDdjqdxsLCAsLhsGg/YiSjMDk5yWrHDHMM4aea6WloUtNPYAMDAxgYGEA8Ht+xegf216BpR+mWKnbS6bSo9qFEVkVR6oQWD4JW8k2MyqkVRUE4HG5YeaSvTFIUBVarVXhJ5O8iMUZqxWC324WRIndil/sSyU1I6XP0XhyTySSqFun3MZlMcDgc4poDd1tnkIfQYrFgaGgI5XIZ6+vrHSetM8xRgz05DHPI2Gw24TmQRf6MvDtms/lAuhG3I+VPPa2i0SisVmtdciwZAr2G/txUVUUikTD0NNFvQudGWK1WBAIBw88vl8uiIo10bej3lcvAZaNG77mhRpzkfaF9yNAiw9jlcuHUqVNwOp2oVCqizxEZOJVKBaVSCQ6HA36/n705DHPMYCOH6Wmo+aWeVCq1w4vTSOek27T6+VSxlM/nUSqVoGkaUqlUXYiF9GO6hV6VulsYeTdsNhucTqfwUMlomoZsNovNzU3DfcnYKxQKIjk7m80K40ZOKqfrQ14XYNt4lLdTN3LSx5G1c2h7Pp/HxsYGUqmUKDsn9WVVVZFMJjn5mOkrWPGYYQ4JmkBJqwWoNy6OQpnvwMAACoWCOC69cB9NwM0UmjvhIJOri8Vi08HN7XYLYUUSFHQ4HEI4kZKaC4UC4vE4PB6P+Gw5FCUbgnJyM22XjR5ZOwfYNpRpf5vNhlQqJfKjMpkMNjc3hVo1GzlMP9Grhkk3YSOH6Ul8Ph/8fj+KxaKhJ4cmclmNttdopLkiUygU4HK5UK1Wu+KFamf/vXbRVlW1YZk7eW8GBwdhs9lQLBbhcDgwNjYmPDXRaFSElu7cuYNMJoNAICDCXLFYDIODgyIURiEoMmLIawNghyFcrVZFKMxkMsHv9yMej8PpdGJiYgKbm5siV6pUKmFpaaku5CaH0bilA8McXdjIYXqSWCyGdDq968ra4/H0bBf03YwHVVVht9vh8XigqirS6bTY1qw9BYVfaBUm5/i0Y7B0YxXXbPK3WCyw2WwIBAJIp9NwuVyi7D8Wi4nfjZqmkrji+Pg4VFVFLpeDyWRCIBAQniAybqgRJx2DHLKSz4veR+01fD4frFYrxsfHkcvlhKeQKr3k/ViRnDnusCeHYQ4J6nDeDEVRUCgUDqwahjpYd7OHUSKREKJ4MvRvI8OF/j0yMgJN00QbClnQrxX2O6xVLBaRz+fh9/uF8REOh5FMJut0c5LJpKi6IlHAcrksmpfabDak02nMzMzUCQXStZHzgRRFEUnFch8ri8WCyclJ0cuKqvNKpRJyudyOe+2g+8oxDLM/sJHDHFkoJ6RVSJSvk9CWoijweDyoVqtdDY3tNplSSbTeCDKbzfB4PEilUuK1Vo5Lbg6q18LppsKyoihwuVzIZDJYXl6G3W4X3hr9OVMoKhAIYGxsTCQBp1Ip+Hw+KIoiDFl9gjMlKMteLTJk6Dhom91uB3A32dJkMmF4eBijo6PY2NgQ+zNMv8CeHIY5RrSSI9OIWq2GaDQq/v+gaBSyqlarWF5ebvvzZM0ZAEJpeWRkBKqqdtT40wir1YozZ85geXlZdPmWlZxlD5XZbMbg4CCGhoZEcnYwGASw3XW+Wq0iEolgcHAQU1NTwkiRNZFkkUAKX8nnS98jbyODzuv1Ih6Pw+Fw7PCqHaRKNsMcNGzkMMwxYq+VM4c12VFZuN6j0+nxkOovfabT6RTtJaLRaFfCf5qmIRaLIZfL4cSJExgeHobdbhehKvLoWCwWnDp1CoODg3A4HFBVFU6nE2azGSdOnMCpU6ewsrKCSqVS54HRCwFSOIy26ftfyb2sKKGYjByTyQSn0wm32w2bzYZYLCauARs4DHO0YSOHYXoYCu1026MgG0vUoJJ6OnWDarWKZDIJYLuM3OPx4Pz589ja2kI4HEYoFIKqqrBYLAgEAiIMeOvWLczPz2Nubg6KoiCVSiEYDEJVVQwMDNR5oehYKSQlh6iA+rwdMqjo2CgElk6nEY1GRTf5UqnEZeR9SL967NiTwzDMoUPNSPU6O91CVVXcunVLlHp3AzJaKDk8Ho8LT87m5qYwJMrlMoLBIIaHh+FyueB0OmEymTAwMACr1YrFxUVks1mReyN7ZowUrwHsyNGhfWVF5Wq1ikQigYWFBdHyoRdlCJiDoR8NHICNHIY5UGw2mwhj9AOtrh41TcPAwIAQDNyP66Oqatc9GJQEvLi4KNSKSQvIarWiVCrBZDLB6/WK3lH5fB6rq6u4c+cOpqen66qeSFlZr64qt4Wg98mKxwB2lJbTNrmnFcMwxw82cpieoZ8MHKB1Y6VarSIWi+3p2jTT3dlPqO9YrVYTBk4gEIDVakU4HIbb7cbc3BxsNhtqtRrOnDmD69evo1gs1iWKU0uMsbGxumRiAHU5OJRrQ94cSkim1+RrMDExgUgkglAoJAylfrr/mP6ml1sxdBPuXcX0DDzBNEauIOoEmtz9fn9Xe2U1gxKl6Xel/zqdTni9XjidTgQCAdjtdtGjLJVKiaTfYrGIcrkMs9kMq9WKlZUVlEolEZbSiyIScsdyfbNPfY8ruRP5QV0XhmEODn6qGaaH0OvAyHTqabDb7T3VXTsej6NYLOL8+fPwer2iT1U2m61r9QDcDVFRH7NQKCTeT54aub2DnHcjQ6/rDUXqLcZhK6Yf4QadDMMcON2u9LDZbKhUKqJ1xEF6zOQwEkFif8C2t4Y8Opubm8jlcnXvp/L5crkMTdMQCoUwNTVV15kcqK+kIuTeU/JnUnWV1WrFyMgIKpUKJx0zfUmvGibdhI0chukh9qMRpJzbIhsBB1E2a/T5qqoiEAigUCgI4+KLL77A2tqaYQsLRVHE+6xWq/BKyaEq2Tsjvy6HqUgXiIwfi8WCe+65B263G1evXuVwKcMcQ9jIYZhjisfjEWEgYDsU5vV6kc/nRdWSw+FApVI50C7bFB4Ctj05yWQSmUymYbiI9HGq1So8Hg+AevE/Cl8Reu8OQcnHlItDn+12u4XhxCErpp9gTw7DMEcWqmwCtj0dfr8fqqqKCZ5KubvZs6oR+rCV3OIhFAqhUCiItgsyQ0NDmJ+fF4bY2NiY8EDpS8UpR0fOD5D7WAEQooHVahX5fB6KotQpMDMMc7xgI4dhDon9DheRrg6wbQTkcrkdXcozmcyBHEuzz04kEvB4PHA6nTv6W1GDzqmpKVitVlit1rrO43pxQFkksFFCJHVu/+STT+o8OpQPxDD9Qj94clqqrorFYrh48aL4O3v2LCwWC+LxOCKRCL761a9ifn4eFy5cwPvvvy/2a7aNYfqZvZSDdwIpEBsZGxaLBS6X68COxYh8Pl/XUR2A6CN1584dVCoVUeat99YAMKyoAuq1QOR9qYdWPp+H3W7HiRMneqoCjWEOAq6u+gVDQ0P45JNPxL9ffvllvPfeewgEAvjmN7+JRx99FP/5n/+Jy5cv47d+67ewtLQEq9WK733vew23MUw/00vCc1Rp1E2MQk/N0L+XGneazWaUy2VUKhUAqOs+rvfc6K+nrISsz98xm81CM8ftdsPhcMBut3elOSnDML1DR0uX119/HX/1V38FAHj77bexuLgIAHjkkUdw4sQJvPfee/jVX/3VptsYhukNqLR8P6FEYb0hYhQmczqdcLlcGB0dhdvtRj6fNzQI9StHOVdH7joO7KyyGh8fRzAYRCqVgs/nQzwerwvvMUw/0Kvel27Str/8gw8+QCKRwK/92q8hFouhUqlgfHxcbJ+ZmcHq6mrTbXpeeeUVTE1Nib9eWeEyTD9AysTdRO+ZsVqtO8JJ1HhUHyYym80iSXprawsrKyu4du1aQy+LvjO57DrXG1ZUXeX3+3Hp0iVcunQJNpsN0Wj0QCvMGIY5GNo2cl5//XV84xvf6Gr8+oUXXsD6+rr4Y3l1hjleFIvFHUYEGVYDAwN1r5dKJaFAfP36dayurmJrawuxWAzATsOlWq2K8nAydmSjR9+9nHJzvF4vJicnUa1WRTiMOT7IStiMMf2Qk9PWHZDNZvH222/jm9/8JoDtXB2LxYJQKCTes7y8jOnp6abbGIZhAIhkaHnRVC6XsbGxga2tLXg8HtGd/vPPPxeKzXJejl79WB50Ke9G9iLpQ1gjIyMYHR2F3W7nSZHpK9jI0fHWW2/hgQcewD333CNe+9rXvoZXX30VAHD58mVsbGzgiSee2HUbwzD9g9lsxuDgIGw2W93rtVpN9I+SoVDVxMQELly4gEAggGKxiHQ6LRKO5YFVX0ous9u/BwcHceLEiR3igczRRtaJYvqXtmJOr7/+Ov7wD/+w7rW//uu/xu/+7u9ifn4eNpsNb775pqjUaLaNYZijD3lZdptMrFYrhoaGRChKptG+ZPx4PB7UajUR8pK9NEB9Swd9Po6sbtxIFVnTNKG/06urUYbpNr3sfekmbRk5H3zwwY7XxsbG8F//9V+G72+2jWGYow2VnpPR0kxQsFwuI5PJYGhoqKFeD31epVIRJfbBYFB4cChBmowXk8kEVVWFqrFeQ0cewOVGnXoXe7lcRiwWg8lkEgnS3N6BYY4H7JtlGKYjTCaTaJzZSNxQbucQi8WQSCQafp6iKAgEAqLM22QyIZPJIBqNCkNmfX0dmUxGGChbW1vI5XI7wlVkBJF3hv4tHzt5cVRVFccVCAQwOzsrup8zzHGmH3Jy+ClmGKYj5GqpRuKGsmGhqqpoFmqEqqqIRCKoVquwWCzQNK2u0goAgsEghoeHhSGSSCRQLBYxNTXVMKdG3zeLjosMolKphFKpBJPJBI/HA6/XC0VR2JvDHHt61TDpJmzkMAyzb7SrPSM3D21kaNy6dQtmsxmTk5NQVVV4k4BtQ0nvtSHkAZ08OYqioFAooFAoANjOMSIvDhs5DHP04XAVwzCHjt1uh8vlEo03FUXB0NCQ+Dfh8/mgqiqWl5eRy+VQKpUQCoVQKpWEN0m/OjVSPab3URiN8n0WFhYQDodht9sP5sQZ5hDhcBXDMEyXIA8L9aOi18jAoKRiet1ms8HhcIju4IqiiP0qlQoqlQry+TwSiQTy+bwoT5cNHbmHlpFWTq1Wq+vMXiqVsL6+3rMDNsMw7cFGDsMwBwYlFZNRIRs5hKIoGBgYQCKRqFMitlqtwuAhwcBkMglN01CtVkWoikJdVCVVq9VE7yzgbnKyUQk6AA5TMX1DPxjzHK5iGOZAIGNGrsgi/Rx9WMpqtaJQKNRp6pC4G/3lcjlUKhUUi0Xcvn0bqVSq7j1k+EQiEZRKJcMwlqZpIg+HYfqNfghX8ZPNMMyBIhsqwLZBIxs5tVoN8Xi8Ya8rIhKJoFgsQtM0rK6u4qOPPkI6nUalUhG6OgCQy+WQzWbr9Hfkv0AgsEOJmWGY/WNmZgbnzp3DxYsXcfHiRbz11lsAtosKHnvsMZw9exaPPPIIrl27tufv4nAVwzAHDhkYqqoKZWM5f6YVOX7ZCLLZbLDZbIhEIpiamkIqlRLhqFgshlwuh/Pnz4uQFoWsKpUKwuHw/pwkw/Q4h+l9eeutt3Dx4sW61771rW/hueeew7PPPosf/OAHePbZZ3H58uU9fQ97chiGOVTIoHE4HB15VCwWC3w+H86dO4d8Po90Oo1CoYBEIoFMJoN0Oi1aQhSLRZG0XC6XUS6XkUwm68rQGYY5eCKRCK5cuYJnnnkGAPD0009jbW0Ni4uLe/pc9uQwDNMTGOXNtIrX60UsFsPGxgbMZjMURUE0GkWlUkEmk4HD4UA2m8XW1hYcDgfcbjcURUEymeREY6Zv6bYnJ5vNYmpqSvz7hRdewAsvvGD43m984xvQNA1f/vKX8dJLL2FtbQ0TExNCadxkMmF6ehqrq6uYm5vr+JjYyGEY5tAxm83weDzI5/NCv6ZVVFXF0tKS+P9gMAibzYZEIiEMmEQigdu3byMUCgHY7qvn9XqxsbGBfD7f/RNimCNAt40ct9uN9fX1Xd/3/vvvY3p6GpVKBX/yJ3+C3/u938Of//mfd/VYCDZyGIY5dKxWKywWC/x+P4rFIlKpVFv7K4oCl8uFdDqNbDYLq9WKgYEB5PN5EaZaW1sTeTwbGxtIp9NIp9NtqzIzDLM3pqenAWw/99/5zndw9uxZnDx5EsFgEKqqirYuq6ur4r2dwjk5DMMcKpRTk8lkRJJwK9hsNgwPD8PtdsPr9cLlcsFkMgmjRt/eQd9rK5fLoVqtcvk407ccRgl5LpdDMpkU//7+97+PBx98EKOjo7h06RLefPNNAMA777yDqampPYWqAPbkMAzTA8RisbZzY0gHZ3R0FLVaDaFQqO4z5Gag+vAXKR2TB4g8PgzD7C/hcBhPP/00qtUqNE3DmTNn8I//+I8AgNdeew3PPvssXnzxRXi9Xrzxxht7/j42chiGOVQ6SfwlXR0KT5nN5jp1ZGDbFU4qyc1yfBwOh2jQyTD9wmEJ+J05cwYff/yx4bZz587hpz/9aVe/j/20DMMcOarVqlA3VlVVNOhUFAUOh0OoKU9OTsJqtTb8nFqthkQi0VaiM8McF1jxmGEYpsdRFKUur8ZisUBRFFQqlbrYv4yssEz9rRiGOX5wuIphmCONbKDUajVks1m4XC6USiVEIpEdBoyiKPD5fMhms2zgMH1Nr3pfugkbOQzD9AzURXyvn1GpVKAoCiwWi1AzNpvNojR1YGBAhLsymUw3Dp1hjhz9YORwuIphmGOFyWQSLRvkjudmsxlDQ0MAgHw+z0rHDNMHsCeHYZieoRuhI6NScEpQrtVqsFgsSKVSIlGZYfoV9uQwDMMcEyhfJxAIwOfzwWazcT4Owxxz2JPDMMyxh3JxstksisViXXUVw/Qr/eDJYSOHYZhjj91uh9VqRTqdhqqqnI/DMOgPI4fDVQzDHGscDge8Xq9oAGqz2Q77kBiGOSDYk8MwzLHEbDajWq3C5XLB7XYjGo2iUChwHg7D/IJ+8OT0pJFTq9UQDAYP+zCOBNlsFm63+7AP48jA16t1jsu1Oqix5Lhcr4OAr9VOTCbTYR/CsaQnjZzx8XGsr68f9mEcCaampvhatQFfr9bha9UefL1ah69Vb8CeHIZhGIZhjh293FSzm3DiMcMwDMMwx5Ke9OS88MILh30IRwa+Vu3B16t1+Fq1B1+v1uFr1Rv0gyfHpPXDWTIMwzAMI7BYLJiZmenqZxaLxZ7LtepJTw7DMAzDMPtLP/g42MhhGIZhmD6kH4wcTjxmGIZhGOZY0lNGzq1bt/DYY4/h7NmzeOSRR3Dt2rXDPqRDpVgs4jd/8zdx9uxZPPDAA3jqqaewuLgIAIhEIvjqV7+K+fl5XLhwAe+//77Yr9m2fuCNN96AyWTCv/3bvwHga9WIUqmE559/HvPz87j//vvxzDPPAGj+HPbrM/rv//7vuHTpEi5evIgLFy7gH/7hHwDwvQUAf/RHf4SZmRmYTCZ88skn4vVO76N+vccOAyoj79ZfT6L1EL/yK7+ivfHGG5qmadq//Mu/aA8//PDhHtAhUygUtB/+8IdarVbTNE3T/u7v/k574oknNE3TtN///d/X/vRP/1TTNE372c9+pk1OTmrlcnnXbcedpaUl7Zd+6Ze0Rx99VPvXf/1XTdP4WjXiO9/5jvb888+L+ysYDGqa1vw57MdntFaraYODg9qnn36qadr2PWa327V0Os33lqZp7733nra2tqadOnVK+/jjj8Xrnd5H/XiPHQZms1mbmZnp6t/k5ORhn9YOesbICYfDmsfj0SqViqZp2wPL2NiYduvWrUM+st7h8uXL2qlTpzRN0zSXyyUmJU3TtEceeUT78Y9/vOu240y1WtWefPJJ7cqVK9oTTzwhjBy+VjvJZrOax+PRUqlU3evNnsN+fUZrtZoWCAS09957T9M0Tfv000+1EydOaKVSie8tCdnI6fQ+6td77DAwm83aqVOnuvrXi0ZOzyQer62tYWJiAhbL9iGZTCZMT09jdXUVc3Nzh3x0vcHf/M3f4Dd+4zcQi8VQqVQwPj4uts3MzGB1dbXptuPOK6+8gscffxwPPfSQeI2vlTG3b99GIBDAiy++iP/+7//GwMAA/uzP/gx+v7/hc+jz+fryGTWZTHjrrbfw27/923C5XEgkEnj33XeRyWT43mpAs/G82X3Ur/fYYaH1aoipi/SMkcM058UXX8Ti4iJ+8pOfoFAoHPbh9BxXr17FO++8c2zzHrqNqqpYWVnBvffei5deegkff/wxnnrqKfzwhz887EPrOVRVxV/8xV/g3XffxVe+8hVcvnwZv/7rv16Xf8IwTG/SM4nHJ0+eRDAYhKqqALYtzNXVVUxPTx/ykR0+L7/8Mt599138x3/8B5xOJ4aGhmCxWBAKhcR7lpeXMT093XTbceb//u//sLy8jPn5eczMzODDDz/Ec889h7fffpuvlQHT09NQFAVf//rXAQAPPvggTp8+jZWVlYbPYb8+o5988gk2Nzfxla98BQDwyCOPYGpqCp999hnfWw1odq90uo3pPlofJB73jJEzOjqKS5cu4c033wQAvPPOO5iamup7F+Urr7yC73//+/jxj38Mv98vXv/a176GV199FQBw+fJlbGxs4Iknnth123Hl29/+NoLBIJaXl7G8vIxHH30Uf//3f49vf/vbfK0MGB4expNPPokf/ehHAIClpSUsLS3h8ccfb/gc9uszShPv9evXAQCLi4u4ffs2zp07x/dWA5rdK51uY5iOOKDcn5a4ceOG9uijj2rz8/PaQw89pH322WeHfUiHytramgZAO3PmjPbAAw9oDzzwgPblL39Z0zRNC4VC2lNPPaXNzc1p9957r/Y///M/Yr9m2/oFOfGYr5Uxt2/f1v7f//t/2oULF7QvfelL2g9+8ANN05o/h/36jP7zP/+zuE4XLlzQ/umf/knTNL63NE3TnnvuOW1yclIzm83a6OioNjs7q2la5/dRv95jB43ZbNampqa6+teLicfcu4phGIZh+gyz2YyJiYmuf26v9a7qmXAVwzAMwzBMN+HqKoZhGIbpQ7odyDGZTF39vG7AnhyGYRiGYY4l7MlhGIZhmD6kHzw5bOQwDMMwTB/SD3VHHK5iGIZhGOZYwp4chmEYhulD2JPDMAzDMAxzRGFPDsMwDMP0If3gyWEjh2EYhmH6kH4wcjhcxTAMwzDMsYQ9OQzDMAzTh/SDJ4eNHIZhGIbpQ/rByOFwFcMwDMMwxxL25DAMwzBMn6FpGntyGIZhGIZhjirsyWEYhmGYPqQfPDls5DAMwzBMH9IPRg6HqxiGYRiGOZawJ4dhGIZh+hD25DAMwzAMwxxR2JPDMAzDMH1IP3hy2MhhGIZhmD6kH4wcDlcxDMMwDHMsYU8OwzAMw/Qh7MlhGIZhGIY5orAnh2EYhmH6kH7w5LCRwzAMwzB9SD8YORyuYhiGYRjmWMKeHIZhGIbpMzRNY08OwzAMwzDMUYU9OQzDMAzTh/SDJ4eNHIZhGIbpQ/rByOFwFcMwDMMwxxL25DAMwzBMH8KeHIZhGIZhmCMKe3IYhmEYpg/pB08OGzkMwzAM04f0g5HD4SqGYRiGYY4l7MlhGIZhmD6EPTkMwzAMwzBHFPbkMAzDMEwf0g+eHDZyGIZhGKYP6Qcjh8NVDMMwDMMcS9iTwzAMwzB9SD94ctjIYRiGYZg+4+GHH0YwGOzqZ05MTHT187qBSesHU45hGIZhmL6Dc3IYhmEYhjmWsJHDMAzDMMyxhI0chmEYhmGOJWzkMAzDMAxzLGEjh2EYhmGYYwkbOQzDMAzDHEv+PzjOj2R208quAAAAAElFTkSuQmCC\n", "text/plain": [ "<Figure size 720x560 with 2 Axes>" ] @@ -579,49 +626,753 @@ ], "source": [ "figure(num=None, figsize=(9, 7), dpi=80, facecolor='w', edgecolor='k')\n", - "plt.imshow(imgtt_copy[400:600,200:400], cmap = 'gray')\n", - "plt.title(\"blanco y negro\")\n", + "plt.imshow(imgttt_copy, cmap = 'gray')\n", + "plt.title(\"parte blanco y negro\")\n", + "plt.colorbar() " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## nuevo particion para culsterizar cada estrella\n", + "si tomo particion 1, tomo toda la imagen!\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1413, + "metadata": {}, + "outputs": [], + "source": [ + "particion = 5\n", + "part_elevation = size[0]/particion\n", + "part_wide = size[1]/particion" + ] + }, + { + "cell_type": "code", + "execution_count": 1542, + "metadata": {}, + "outputs": [], + "source": [ + "lum=125 ## tope de luz\n", + "imgttt_copy= imgtt_copy.copy()\n", + "\n", + "def tanteo(x,y,iii,jjj): ## iii y jjj desde donde sigue\n", + " brek=True\n", + " ii = iii\n", + " jj=jjj\n", + " ##voy a terminar la linea\n", + " for j in range (minn(y*part_wide)+jjj, minn((y+1)*part_wide),1):\n", + " if imgttt_copy[ii,j] > lum: \n", + " u=[ii,jj]\n", + " brek=False\n", + " break\n", + " return u\n", + " ##ii+=1\n", + " for i in range (minn(x*part_elevation)+ii, minn((x+1)*part_elevation),1):\n", + " jj=0\n", + " for j in range (minn(y*part_wide), minn((y+1)*part_wide),1):\n", + " if imgttt_copy[i,j] > lum: \n", + " u=[ii,jj]\n", + " brek=False\n", + " break\n", + " jj+=1\n", + " if brek==False:\n", + " break\n", + " ii+=1\n", + " if brek==True:\n", + " u=[-1,-1]\n", + " return u\n", + "\n", + "def ubicar_estrella(x,y,iii,jjj,COPY):\n", + " contador_puntos=0\n", + " ii=iii\n", + " jj=jjj\n", + " imin=iii-1\n", + " imax=0\n", + " jmin=10000\n", + " jmax=0\n", + " line_number=0\n", + " rig = True \n", + " lef = True\n", + " dow = True\n", + " while dow==True:\n", + " if ii>=maxx(part_elevation):##revizar ese 1\n", + " break\n", + " line_number=0 \n", + " rig = True \n", + " lef = True\n", + " jj=jjj\n", + " if COPY[ii,jj] > lum:\n", + " COPY[ii,jj]=2\n", + " imgttt_copy[minn(x*part_elevation)+ii,minn(y*part_wide)+jj]=2\n", + " contador_puntos+=1\n", + " line_number+=1 \n", + " while rig==True:\n", + " if jj+2>=maxx(part_wide):\n", + " break\n", + " jj +=1\n", + " if COPY[ii,jj]>lum:\n", + " COPY[ii,jj]=2\n", + " imgttt_copy[minn(x*part_elevation)+ii,minn(y*part_wide)+jj]=2\n", + " contador_puntos +=1\n", + " line_number +=1\n", + " else: ##debo corregir para terminos frontera\n", + " rig = False\n", + " if jj>jmax:\n", + " jmax=jj+2 ##lo realmente aca tiene 1 sumado\n", + " jj=jjj\n", + " while lef==True:\n", + " jj -=1\n", + " if jj<jmin:\n", + " jmin=jj-1 ##lo realmente aca tiene 1 restado\n", + " if COPY[ii,jj]>lum:\n", + " COPY[ii,jj]=2\n", + " imgttt_copy[minn(x*part_elevation)+ii,minn(y*part_wide)+jj]=2\n", + " contador_puntos +=1\n", + " line_number +=1\n", + " else: ##debo corregir para terminos frontera\n", + " lef = False\n", + " if jj==0:\n", + " lef = False\n", + " ii+=1\n", + " if line_number==0: ##podria dejar puntoas por fuera pero pos nahh\n", + " dow = False\n", + " imax=ii\n", + " p=[contador_puntos , imin , imax, jmin , jmax]\n", + " return p" + ] + }, + { + "cell_type": "code", + "execution_count": 1543, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7feab8641b00>" + ] + }, + "execution_count": 1543, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "imgttt_copy= imgtt_copy.copy()\n", + "x=2\n", + "y=2\n", + "AA_PART= img_part(x,y,imgttt_copy)\n", + "plt.imshow(AA_PART, cmap = 'gray')\n", + "plt.title(\"parte blanco y negro\")\n", + "plt.colorbar() " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Ejemplo seleccion estrella" + ] + }, + { + "cell_type": "code", + "execution_count": 1544, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7feab850a4e0>" + ] + }, + "execution_count": 1544, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "a=tanteo(x,y,34,40)\n", + "bb=ubicar_estrella(x,y,a[0],a[1],AA_PART)\n", + "data_array = np.full([bb[2]- bb[1], bb[4]- bb[3] ], None)\n", + "ui=[]\n", + "uj=[]\n", + "ulum=[]\n", + "for i in range (bb[1],bb[2],1):\n", + " for j in range (bb[3],bb[4],1):\n", + " if AA_PART[i,j]==2:\n", + " ui.append(i)\n", + " uj.append(j)\n", + " ulum.append( imgtt_copy[minn(x*part_elevation)+i,minn(y*part_wide)+j] )\n", + " data_array[i-bb[1],j-bb[3]] = imgtt_copy[minn(x*part_elevation)+i,minn(y*part_wide)+j]\n", + "\n", + "plt.imshow(AA_PART[bb[1]:bb[2],bb[3]:bb[4]], cmap = 'gray')\n", + "plt.title(\"parte blanco y negro\")\n", "plt.colorbar()" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 1545, "metadata": {}, "outputs": [ { "data": { + "image/png": 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\n", "text/plain": [ - "(789, 1184, 3)" + "<Figure size 432x288 with 2 Axes>" ] }, - "execution_count": 20, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.axes([0.025,0.025,0.95,0.95])\n", + "plt.xlim(bb[1],bb[2]), plt.xticks([])\n", + "plt.ylim(bb[3],bb[4]), plt.yticks([])\n", + "plt.scatter(ui,uj,s=70, c = ulum, alpha=5)\n", + "plt.colorbar()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Se haria el ciclo sobre todas las estrellas\n", + "### Se haria en este ciclo cada uno de los analisis imponiendo las condiciones que yo quiera" + ] + }, + { + "cell_type": "code", + "execution_count": 1509, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7feab9375240>" + ] + }, + "execution_count": 1509, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "size" + "for x in range (2,3,1):\n", + " for y in range (2,3,1):\n", + " AA_PART= img_part(x,y,imgttt_copy)\n", + " a=[0,0]\n", + " while a[0]>-1:\n", + " a=tanteo(x,y,0,0)\n", + " ubicar_estrella(x,y,a[0],a[1],AA_PART)\n", + "\n", + "plt.imshow(AA_PART, cmap = 'gray')\n", + "plt.title(\"parte blanco y negro\")\n", + "plt.colorbar() " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Funcion para analizar cada estrella" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data_array = np.full([bb[2]- bb[1], bb[4]- bb[3] ], None)\n", + "ui=[]\n", + "uj=[]\n", + "ulum=[]\n", + "for i in range (bb[1],bb[2],1):\n", + " for j in range (bb[3],bb[4],1):\n", + " if AA_PART[i,j]==2:\n", + " ui.append(i)\n", + " uj.append(j)\n", + " ulum.append( imgtt_copy[minn(x*part_elevation)+i,minn(y*part_wide)+j] )\n", + " data_array[i-bb[1],j-bb[3]] = imgtt_copy[minn(x*part_elevation)+i,minn(y*part_wide)+j]" ] }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 1438, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 1209, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 1403, + "metadata": { + "scrolled": false + }, + "outputs": [], + "source": [ + "def gauss2D(xdata_tuple,a, b, c, x0, y0):\n", + " (X,Y)=xdata_tuple\n", + " X, Y = np.meshgrid(ui, uj)\n", + " exponente= -((x-x0)**2 + (y-y0)**2) / (2*c**2)\n", + " z= a * np.exp(exponente) + b\n", + " return z\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "x, y = np.meshgrid(UI, )" + ] + }, + { + "cell_type": "code", + "execution_count": 1409, + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "object too deep for desired array", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "\u001b[0;31mValueError\u001b[0m: object too deep for desired array" + ] + }, + { + "ename": "error", + "evalue": "Result from function call is not a proper array of floats.", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31merror\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m<ipython-input-1409-eb088119fb9a>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0minitial_guess\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mpopt\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpcov\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mopt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcurve_fit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgauss2D\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mulum\u001b[0m \u001b[0;34m,\u001b[0m \u001b[0mp0\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0minitial_guess\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m~/.local/lib/python3.7/site-packages/scipy/optimize/minpack.py\u001b[0m in \u001b[0;36mcurve_fit\u001b[0;34m(f, xdata, ydata, p0, sigma, absolute_sigma, check_finite, bounds, method, jac, **kwargs)\u001b[0m\n\u001b[1;32m 782\u001b[0m \u001b[0;31m# Remove full_output from kwargs, otherwise we're passing it in twice.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 783\u001b[0m \u001b[0mreturn_full\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpop\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'full_output'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 784\u001b[0;31m \u001b[0mres\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mleastsq\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfunc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mp0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mDfun\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mjac\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfull_output\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 785\u001b[0m \u001b[0mpopt\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpcov\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minfodict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0merrmsg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mier\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mres\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 786\u001b[0m \u001b[0mysize\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minfodict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'fvec'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/.local/lib/python3.7/site-packages/scipy/optimize/minpack.py\u001b[0m in \u001b[0;36mleastsq\u001b[0;34m(func, x0, args, Dfun, full_output, col_deriv, ftol, xtol, gtol, maxfev, epsfcn, factor, diag)\u001b[0m\n\u001b[1;32m 421\u001b[0m \u001b[0mmaxfev\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m200\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mn\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 422\u001b[0m retval = _minpack._lmdif(func, x0, args, full_output, ftol, xtol,\n\u001b[0;32m--> 423\u001b[0;31m gtol, maxfev, epsfcn, factor, diag)\n\u001b[0m\u001b[1;32m 424\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 425\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mcol_deriv\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31merror\u001b[0m: Result from function call is not a proper array of floats." + ] + } + ], + "source": [ + "initial_guess = (3,2,3,2,2)\n", + "popt, pcov = opt.curve_fit(gauss2D, (x, y), ulum , p0=initial_guess)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "p0 = [10., 100., 4. ,2. , 2.]\n", + "curve_fit(gauss2D, [X,Y] , ulum ,p0 )" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + " xData = numpy.array([1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0])\n", + " yData = numpy.array([11.0, 12.1, 13.0, 14.1, 15.0, 16.1, 17.0, 18.1, 90.0])\n", + " zData = numpy.array([1.1, 2.2, 3.3, 4.4, 5.5, 6.6, 7.7, 8.0, 9.9])\n", + "\n", + " data = [xData, yData, zData]\n", + "\n", + " initialParameters = [1.0, 1.0, 1.0] # these are the same as scipy default values in this example\n", + "\n", + " # here a non-linear surface fit is made with scipy's curve_fit()\n", + " fittedParameters, pcov = scipy.optimize.curve_fit(func, [xData, yData], zData, p0 = initialParameters)\n", + "\n", + " ScatterPlot(data)\n", + " SurfacePlot(func, data, fittedParameters)\n", + " ContourPlot(func, data, fittedParameters)\n", + "\n", + " #print('fitted prameters', fittedParameters)\n", + "\n", + " modelPredictions = func(data, *fittedParameters) \n", + "\n", + " absError = modelPredictions - zData\n", + "\n", + " SE = numpy.square(absError) # squared errors\n", + " MSE = numpy.mean(SE) # mean squared errors\n", + " RMSE = numpy.sqrt(MSE) # Root Mean Squared Error, RMSE\n", + " Rsquared = 1.0 - (numpy.var(absError) / numpy.var(zData))\n", + " #print('RMSE:', RMSE)\n", + " #print('R-squared:', Rsquared)" + ] + }, + { + "cell_type": "code", + "execution_count": 1379, + "metadata": {}, + "outputs": [], + "source": [ + "def gauss2D( X,Y , a, b, c, x0, y0):\n", + " exponente= -((X-x0)**2 + (Y-y0)**2) / (2*c**2)\n", + " z= a * np.exp(exponente) + b\n", + " return z" + ] + }, + { + "cell_type": "code", + "execution_count": 1352, + "metadata": {}, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid syntax (<ipython-input-1352-b5d4cad1a37c>, line 4)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m File \u001b[0;32m\"<ipython-input-1352-b5d4cad1a37c>\"\u001b[0;36m, line \u001b[0;32m4\u001b[0m\n\u001b[0;31m plt.contourf(x,y,z)\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" + ] + } + ], + "source": [ + "xx,yy = np.meshgrid(ui,uj,sparse=True)\n", + "zz = np.sin(xx**2 + yy**2) / (xx**2 + yy**2\n", + " \n", + "plt.contourf(x,y,z) \n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 1382, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "x = ui\n", + "y = uj\n", + "X, Y = np.meshgrid(ui, uj) #sparse=True\n", + "z = np.sin(xx + yy)\n", + "h = plt.contourf(x,y,z)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 1390, + "metadata": {}, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid syntax (<ipython-input-1390-1819500bda63>, line 2)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m File \u001b[0;32m\"<ipython-input-1390-1819500bda63>\"\u001b[0;36m, line \u001b[0;32m2\u001b[0m\n\u001b[0;31m res, cov = curve_fit(gauss2D, , po)\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" + ] + } + ], + "source": [ + "po= [1.,1.,1.,1.,1.]\n", + "res, cov = curve_fit(gauss2D, , po)" + ] + }, + { + "cell_type": "code", + "execution_count": 1397, + "metadata": {}, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid syntax (<ipython-input-1397-bd1f04f45f83>, line 1)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m File \u001b[0;32m\"<ipython-input-1397-bd1f04f45f83>\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m def twoD_Gaussian((x, y), amplitude, xo, yo, sigma_x, sigma_y, theta, offset):\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" + ] + } + ], + "source": [ + "def twoD_Gaussian((x, y), amplitude, xo, yo, sigma_x, sigma_y, theta, offset):\n", + " xo = float(xo)\n", + " yo = float(yo) \n", + " a = (np.cos(theta)**2)/(2*sigma_x**2) + (np.sin(theta)**2)/(2*sigma_y**2)\n", + " b = -(np.sin(2*theta))/(4*sigma_x**2) + (np.sin(2*theta))/(4*sigma_y**2)\n", + " c = (np.sin(theta)**2)/(2*sigma_x**2) + (np.cos(theta)**2)/(2*sigma_y**2)\n", + " g = offset + amplitude*np.exp( - (a*((x-xo)**2) + 2*b*(x-xo)*(y-yo) \n", + " + c*((y-yo)**2)))\n", + " return g.ravel()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def SurfacePlot(func, data, fittedParameters):\n", + " f = plt.figure(figsize=(graphWidth/100.0, graphHeight/100.0), dpi=100)\n", + "\n", + " matplotlib.pyplot.grid(True)\n", + " axes = Axes3D(f)\n", + "\n", + " xModel = numpy.linspace(min(ui), max(ui), 20)\n", + " yModel = numpy.linspace(min(uj), max(uj), 20)\n", + " X, Y = numpy.meshgrid(xModel, yModel)\n", + "\n", + " Z = func(numpy.array([X, Y]), *fittedParameters)\n", + "\n", + " axes.plot_surface(X, Y, Z, rstride=1, cstride=1, cmap=cm.coolwarm, linewidth=1, antialiased=True)\n", + "\n", + " axes.scatter(x_data, y_data, z_data) # show data along with plotted surface\n", + "\n", + " axes.set_title('Surface Plot (click-drag with mouse)') # add a title for surface plot\n", + " axes.set_xlabel('X Data') # X axis data label\n", + " axes.set_ylabel('Y Data') # Y axis data label\n", + " axes.set_zlabel('Z Data') # Z axis data label\n", + "\n", + " plt.show()\n", + " plt.close('all') # clean up after using pyplot or else there can be memory and process problems\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1355, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[73, 74, 72, 73, 74, 75, 72, 73, 74, 75, 72, 73, 74, 75, 73, 74, 75]" + ] + }, + "execution_count": 1355, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uj" + ] + }, + { + "cell_type": "code", + "execution_count": 1356, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.colorbar.Colorbar at 0x7f97978499e8>" + "[34, 34, 35, 35, 35, 35, 36, 36, 36, 36, 37, 37, 37, 37, 38, 38, 38]" ] }, - "execution_count": 28, + "execution_count": 1356, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ui" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 1287, + "metadata": {}, + "outputs": [], + "source": [ + "curve_fit?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 1249, + "metadata": {}, + "outputs": [ + { + "ename": "TypeError", + "evalue": "gauss2D() takes 7 positional arguments but 18 were given", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m<ipython-input-1249-5e11c9aa2575>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mres\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcov\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcurve_fit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgauss2D\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mui\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0muj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mulum\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m~/.local/lib/python3.7/site-packages/scipy/optimize/minpack.py\u001b[0m in \u001b[0;36mcurve_fit\u001b[0;34m(f, xdata, ydata, p0, sigma, absolute_sigma, check_finite, bounds, method, jac, **kwargs)\u001b[0m\n\u001b[1;32m 782\u001b[0m \u001b[0;31m# Remove full_output from kwargs, otherwise we're passing it in twice.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 783\u001b[0m \u001b[0mreturn_full\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpop\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'full_output'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 784\u001b[0;31m \u001b[0mres\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mleastsq\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfunc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mp0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mDfun\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mjac\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfull_output\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 785\u001b[0m \u001b[0mpopt\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpcov\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minfodict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0merrmsg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mier\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mres\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 786\u001b[0m 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"\u001b[0;32m~/.local/lib/python3.7/site-packages/scipy/optimize/minpack.py\u001b[0m in \u001b[0;36m_check_func\u001b[0;34m(checker, argname, thefunc, x0, args, numinputs, output_shape)\u001b[0m\n\u001b[1;32m 22\u001b[0m def _check_func(checker, argname, thefunc, x0, args, numinputs,\n\u001b[1;32m 23\u001b[0m output_shape=None):\n\u001b[0;32m---> 24\u001b[0;31m \u001b[0mres\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0matleast_1d\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mthefunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx0\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0mnuminputs\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 25\u001b[0m \u001b[0;32mif\u001b[0m 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\u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 483\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mfunc_wrapped\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 484\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mxdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mydata\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 485\u001b[0m \u001b[0;32melif\u001b[0m \u001b[0mtransform\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mndim\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 486\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mfunc_wrapped\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mTypeError\u001b[0m: gauss2D() takes 7 positional arguments but 18 were given" + ] + } + ], + "source": [ + "res, cov = curve_fit(gauss2D, ui, uj, ulum)" + ] + }, + { + "cell_type": "code", + "execution_count": 1196, + "metadata": {}, + "outputs": [], + "source": [ + "curve_fit?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 1069, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7feadb23f828>" + ] + }, + "execution_count": 1069, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for x in range (3,5,1):\n", + " for y in range (3,5,1):\n", + " AA_PART= img_part(x,y,imgttt_copy)\n", + " a=[0,0]\n", + " while a[0]>-1:\n", + " a=tanteo(x,y,0,0)\n", + " ubicar_estrella(x,y,a[0],a[1],AA_PART)\n", + "\n", + "plt.imshow(AA_PART, cmap = 'gray')\n", + "plt.title(\"parte blanco y negro\")\n", + "plt.colorbar() \n" + ] + }, + { + "cell_type": "code", + "execution_count": 1073, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7feabfda1320>" + ] + }, + "execution_count": 1073, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", "text/plain": [ "<Figure size 720x560 with 2 Axes>" ] @@ -632,9 +1383,59 @@ ], "source": [ "figure(num=None, figsize=(9, 7), dpi=80, facecolor='w', edgecolor='k')\n", - "plt.imshow(imgtt_copy, cmap = 'gray',vmin=150,vmax=260)\n", - "plt.title(\"original blanco y negro\")\n", - "plt.colorbar()" + "plt.imshow(imgttt_copy, cmap = 'gray')\n", + "plt.title(\"parte blanco y negro\")\n", + "plt.colorbar() " + ] + }, + { + "cell_type": "code", + "execution_count": 1207, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 1207, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uo=[]\n", + "uo" + ] + }, + { + "cell_type": "code", + "execution_count": 1204, + "metadata": {}, + "outputs": [], + "source": [ + "uo.append(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 1205, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[5]" + ] + }, + "execution_count": 1205, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uo" ] }, {