{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n", "System: WO2019-097669 Example 1\n", "Scale: 1.0 mm\n", "Wavelengths: 588, 656, 486 nm\n", "Fields: 0, 0.7, 1\n", "Object:\n", " Semi-Angle: 16.8 deg\n", " Pupil:\n", " Pupil Distance: 98.2721\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 12.631\n", "Image:\n", " Radius: 21.6\n", " Update Radius: True\n", " Pupil:\n", " Pupil Distance: -138.115\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 24.3861\n", "Stop: 14\n", "Elements:\n", " # T Distance Rad Curv Diameter Material n nd Vd\n", " 0 S 0 inf 94.874 basic/air 1.000 1.000 89.30\n", " 1 S 20 127.3 72.98 - 1.950 1.950 29.37\n", " 2 S 2.8 89.34 70.86 - 1.498 1.498 82.57\n", " 3 S 9.9 -998.2 70.86 basic/air 1.000 1.000 89.30\n", " 4 S 0.1 92.01 68.06 - 1.434 1.434 95.25\n", " 5 S 7.7 697 68.06 basic/air 1.000 1.000 89.30\n", " 6 S 3.014 67.31 44.32 - 1.720 1.720 50.27\n", " 7 S 2.4 33.22 39.56 basic/air 1.000 1.000 89.30\n", " 8 S 10.25 -131.9 38.24 - 1.618 1.618 63.34\n", " 9 S 2 100.9 38.24 basic/air 1.000 1.000 89.30\n", "10 S 2 53.85 39.72 - 1.847 1.847 23.83\n", "11 S 4.4 193.9 39.72 basic/air 1.000 1.000 89.30\n", "12 S 3.55 -73.37 39.72 - 1.603 1.603 65.44\n", "13 S 2.2 288.7 40.06 basic/air 1.000 1.000 89.30\n", "14 S 50.598 inf 38.97 basic/air 1.000 1.000 89.30\n", "15 S 2.5 581.6 41.6 - 1.835 1.835 42.73\n", "16 S 3.7 -130.5 41.6 basic/air 1.000 1.000 89.30\n", "17 S 0.2 90.33 41.6 - 1.593 1.593 67.90\n", "18 S 3.85 inf 41.6 basic/air 1.000 1.000 89.30\n", "19 S 0.2 52.77 39.96 - 1.498 1.498 82.57\n", "20 S 4.9 448.7 39.96 basic/air 1.000 1.000 89.30\n", "21 S 2.043 -118.7 39.48 - 2.001 2.001 29.12\n", "22 S 2.2 173.2 39.48 basic/air 1.000 1.000 89.30\n", "23 S 4.55 114.6 38.5 - 1.903 1.903 35.73\n", "24 S 5.75 -66.8 38.5 - 1.581 1.581 40.98\n", "25 S 2.2 42 38.5 basic/air 1.000 1.000 89.30\n", "26 S 16.922 57.84 34.72 - 1.498 1.498 82.57\n", "27 S 4.8 -190.1 34.72 basic/air 1.000 1.000 89.30\n", "28 S 0.1 44.19 32.6 - 1.950 1.950 29.37\n", "29 S 2 28.48 32.6 - 1.593 1.593 67.90\n", "30 S 5.55 166.4 32.6 basic/air 1.000 1.000 89.30\n", "31 S 1.903 52.7 31.62 - 1.804 1.804 46.60\n", "32 S 1.8 31.19 29.48 basic/air 1.000 1.000 89.30\n", "33 S 5.15 102.8 28.82 - 1.847 1.847 23.83\n", "34 S 3.35 -102.8 28.82 - 1.720 1.720 50.27\n", "35 S 1.6 42.06 28.82 basic/air 1.000 1.000 89.30\n", "36 S 2.583 inf 31.78 - 1.954 1.954 32.33\n", "37 S 1.6 68.58 31.78 basic/air 1.000 1.000 89.30\n", "38 S 3.75 101.2 34.4 - 1.593 1.593 67.90\n", "39 S 3.85 -172.2 34.4 basic/air 1.000 1.000 89.30\n", "40 S 0.15 47.98 36.52 - 1.720 1.720 50.27\n", "41 S 3.9 138 36.52 basic/air 1.000 1.000 89.30\n", "42 S 54 inf 43.2 basic/air 1.000 1.000 89.30\n", "\n", "System: WO2019-097669 Example 1\n", "Scale: 1.0 mm\n", "Wavelengths: 588, 656, 486 nm\n", "Fields: 0, 0.7, 1\n", "Object:\n", " Semi-Angle: 16.8 deg\n", " Pupil:\n", " Pupil Distance: 98.2721\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 12.631\n", "Image:\n", " Radius: 21.6\n", " Update Radius: True\n", " Pupil:\n", " Pupil Distance: -138.115\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 24.3861\n", "Stop: 14\n", "Elements:\n", " # T Distance Rad Curv Diameter Material n nd Vd\n", " 0 S 0 inf 94.874 basic/air 1.000 1.000 89.30\n", " 1 S 20 127.3 72.98 - 1.950 1.950 29.37\n", " 2 S 2.8 89.34 70.86 - 1.498 1.498 82.57\n", " 3 S 9.9 -998.2 70.86 basic/air 1.000 1.000 89.30\n", " 4 S 0.1 92.01 68.06 - 1.434 1.434 95.25\n", " 5 S 7.7 697 68.06 basic/air 1.000 1.000 89.30\n", " 6 S 3.014 67.31 44.32 - 1.720 1.720 50.27\n", " 7 S 2.4 33.22 39.56 basic/air 1.000 1.000 89.30\n", " 8 S 10.25 -131.9 38.24 - 1.618 1.618 63.34\n", " 9 S 2 100.9 38.24 basic/air 1.000 1.000 89.30\n", "10 S 2 53.85 39.72 - 1.847 1.847 23.83\n", "11 S 4.4 193.9 39.72 basic/air 1.000 1.000 89.30\n", "12 S 3.55 -73.37 39.72 - 1.603 1.603 65.44\n", "13 S 2.2 288.7 40.06 basic/air 1.000 1.000 89.30\n", "14 S 50.598 inf 38.97 basic/air 1.000 1.000 89.30\n", "15 S 2.5 581.6 41.6 - 1.835 1.835 42.73\n", "16 S 3.7 -130.5 41.6 basic/air 1.000 1.000 89.30\n", "17 S 0.2 90.33 41.6 - 1.593 1.593 67.90\n", "18 S 3.85 inf 41.6 basic/air 1.000 1.000 89.30\n", "19 S 0.2 52.77 39.96 - 1.498 1.498 82.57\n", "20 S 4.9 448.7 39.96 basic/air 1.000 1.000 89.30\n", "21 S 2.043 -118.7 39.48 - 2.001 2.001 29.12\n", "22 S 2.2 173.2 39.48 basic/air 1.000 1.000 89.30\n", "23 S 4.55 114.6 38.5 - 1.903 1.903 35.73\n", "24 S 5.75 -66.8 38.5 - 1.581 1.581 40.98\n", "25 S 2.2 42 38.5 basic/air 1.000 1.000 89.30\n", "26 S 16.922 57.84 34.72 - 1.498 1.498 82.57\n", "27 S 4.8 -190.1 34.72 basic/air 1.000 1.000 89.30\n", "28 S 0.1 44.19 32.6 - 1.950 1.950 29.37\n", "29 S 2 28.48 32.6 - 1.593 1.593 67.90\n", "30 S 5.55 166.4 32.6 basic/air 1.000 1.000 89.30\n", "31 S 1.903 52.7 31.62 - 1.804 1.804 46.60\n", "32 S 1.8 31.19 29.48 basic/air 1.000 1.000 89.30\n", "33 S 5.15 102.8 28.82 - 1.847 1.847 23.83\n", "34 S 3.35 -102.8 28.82 - 1.720 1.720 50.27\n", "35 S 1.6 42.06 28.82 basic/air 1.000 1.000 89.30\n", "36 S 2.583 inf 31.78 - 1.954 1.954 32.33\n", "37 S 1.6 68.58 31.78 basic/air 1.000 1.000 89.30\n", "38 S 3.75 101.2 34.4 - 1.593 1.593 67.90\n", "39 S 3.85 -172.2 34.4 basic/air 1.000 1.000 89.30\n", "40 S 0.15 47.98 36.52 - 1.720 1.720 50.27\n", "41 S 3.9 138 36.52 basic/air 1.000 1.000 89.30\n", "42 S 54.027 inf 43.2 basic/air 1.000 1.000 89.30\n", "\n", "lagrange: -3.88\n", "track length: 192.01\n", "object, image height: [30.1789 21.9689]\n", "front, back focal length (from PP): [-71.609 71.609]\n", "entry, exit pupil height: [12.631 24.3861]\n", "entry, exit pupil distance: [ 78.2721 -84.1146]\n", "front, back focal distance: [41.1701 54.1225]\n", "front, back principal distance: [112.7791 -17.4865]\n", "front, back nodal distance: [112.7791 -17.4865]\n", "front, back numerical aperture: [0. 0.1738]\n", "front, back f number: [2.8347 1.4682]\n", "front, back working f number: [ inf 2.8784]\n", "front, back airy radius: [ inf 0.0021]\n", "transverse, angular magnification: [-0. 0.518]\n", "\n", " # T path n axial y axial nu chief y chief nu\n", " 0 S 0 1 12.63 0 -30.18 0.3072\n", " 1 S 20 1.95 12.63 -0.09423 -24.04 0.4865\n", " 2 S 22.8 1.498 12.5 -0.03098 -23.34 0.3684\n", " 3 S 32.7 1 12.29 -0.03711 -20.9 0.3788\n", " 4 S 32.8 1.434 12.29 -0.09501 -20.87 0.4771\n", " 5 S 40.5 1 11.78 -0.08768 -18.3 0.4657\n", " 6 S 43.51 1.72 11.51 -0.2108 -16.9 0.6464\n", " 7 S 45.91 1 11.22 0.03223 -16 0.2999\n", " 8 S 56.16 1.618 11.55 0.08632 -12.93 0.2393\n", " 9 S 58.16 1 11.66 0.1577 -12.63 0.162\n", "10 S 60.16 1.847 11.97 -0.03044 -12.31 0.3554\n", "11 S 64.56 1 11.9 0.0215 -11.46 0.3054\n", "12 S 68.11 1.603 11.97 0.1199 -10.37 0.2202\n", "13 S 70.31 1 12.14 0.1452 -10.07 0.1991\n", "14 S 120.9 1 19.48 0.1452 1.966e-15 0.1991\n", "15 S 123.4 1.835 19.85 0.1167 0.4977 0.1984\n", "16 S 127.1 1 20.08 -0.01171 0.8978 0.1927\n", "17 S 127.3 1.593 20.08 -0.1435 0.9363 0.1865\n", "18 S 131.2 1 19.73 -0.1435 1.387 0.1865\n", "19 S 131.4 1.498 19.71 -0.3293 1.424 0.1731\n", "20 S 136.3 1 18.63 -0.3087 1.991 0.1753\n", "21 S 138.3 2.001 18 -0.157 2.349 0.1951\n", "22 S 140.5 1 17.83 -0.05403 2.563 0.2099\n", "23 S 145.1 1.903 17.58 -0.1924 3.518 0.1822\n", "24 S 150.8 1.581 17 -0.2741 4.069 0.1626\n", "25 S 153 1 16.62 -0.04419 4.295 0.2221\n", "26 S 169.9 1.498 15.87 -0.1807 8.052 0.1528\n", "27 S 174.7 1 15.29 -0.2207 8.542 0.1305\n", "28 S 174.8 1.95 15.27 -0.5489 8.555 -0.0534\n", "29 S 176.8 1.593 14.7 -0.3646 8.5 0.0531\n", "30 S 182.4 1 13.43 -0.3168 8.685 0.08404\n", "31 S 184.3 1.804 12.83 -0.5125 8.845 -0.05085\n", "32 S 186.1 1 12.32 -0.1949 8.794 0.1758\n", "33 S 191.2 1.847 11.32 -0.2881 9.699 0.09595\n", "34 S 194.6 1.72 10.79 -0.3014 9.873 0.08378\n", "35 S 196.2 1 10.51 -0.1215 9.951 0.2541\n", "36 S 198.8 1.954 10.2 -0.1215 10.61 0.2541\n", "37 S 200.4 1 10.1 0.01895 10.82 0.4044\n", "38 S 204.1 1.593 10.17 -0.04063 12.33 0.3322\n", "39 S 208 1 10.07 -0.07532 13.13 0.287\n", "40 S 208.1 1.72 10.06 -0.2262 13.18 0.08933\n", "41 S 212 1 9.549 -0.1764 13.38 0.1591\n", "42 S 266 1 0.02426 -0.1764 21.97 0.1591\n", "\n", " # T SA3 CMA3 AST3 PTZ3 DIS3 TACHC TCHC\n", " 0 S 0 0 0 0 0 0 0\n", " 1 S -0.008729 -0.01041 -0.0124 -0.163 -0.2091 -0.1177 -0.1404\n", " 2 S 0.01237 -0.001587 0.0002037 0.07386 -0.009505 0.1587 -0.02036\n", " 3 S -0.001979 0.016 -0.1294 -0.01418 1.161 -0.01383 0.1119\n", " 4 S -0.002953 -0.004652 -0.007328 -0.14 -0.2321 -0.0213 -0.03355\n", " 5 S -0.006919 0.04296 -0.2667 0.01849 1.541 -0.01498 0.093\n", " 6 S 0.003715 0.009556 0.02458 -0.2649 -0.6181 -0.04526 -0.1164\n", " 7 S 0.4499 -0.221 0.1086 0.5366 -0.317 0.1956 -0.09611\n", " 8 S 7.608e-05-0.0005469 0.003931 0.1233 -0.9148 0.02182 -0.1568\n", " 9 S 0.3072 0.04131 0.005554 0.1613 0.02243 0.1087 0.01462\n", "10 S -0.8154 0.1428 -0.02502 -0.3626 0.06791 -0.4956 0.08681\n", "11 S 0.007041 0.02092 0.06214 0.1007 0.4839 0.1074 0.3191\n", "12 S 0.01714 -0.05402 0.1703 0.2183 -1.225 0.05522 -0.1741\n", "13 S 0.1187 0.1041 0.09129 0.05549 0.1287 0.07396 0.06485\n", "14 S -0 -0 -0 0 0 0 0\n", "15 S -0.1997 -0.2226 -0.2482 -0.03332 -0.3139 -0.2146 -0.2392\n", "16 S -0.07238 0.08117 -0.09103 -0.1485 0.2686 -0.2005 0.2249\n", "17 S -0.1131 -0.109 -0.1051 -0.1755 -0.2705 -0.1313 -0.1265\n", "18 S -0.1 0.13 -0.1689 0 0.2195 -0.08789 0.1142\n", "19 S -0.009901 -0.009191 -0.008531 -0.2682 -0.2569 -0.1032 -0.09582\n", "20 S -0.6086 0.4095 -0.2755 0.03155 0.1641 -0.1133 0.07625\n", "21 S 2.907 -0.9822 0.3319 0.1794 -0.1728 0.8056 -0.2722\n", "22 S -0.001784 -0.008199 -0.03767 0.123 0.3921 0.08477 0.3895\n", "23 S 0.0004164 0.001008 0.002441 -0.1763 -0.4209 -0.1313 -0.3179\n", "24 S -1.244 0.1219 -0.01195 -0.06811 0.007849 -0.2804 0.02749\n", "25 S 0.3806 0.3511 0.3239 0.3728 0.6429 0.2967 0.2737\n", "26 S -0.08666 -0.136 -0.2134 -0.2447 -0.7189 -0.08321 -0.1306\n", "27 S -0.55 0.1561 -0.04432 -0.07446 0.03372 -0.1049 0.02977\n", "28 S 0.0514 0.1334 0.3463 -0.4696 -0.3201 -0.179 -0.4646\n", "29 S 0.00604 0.006971 0.008046 0.1719 0.2077 0.4235 0.4887\n", "30 S -0.3663 0.2115 -0.1221 0.09529 0.01547 -0.09838 0.0568\n", "31 S 0.03096 -0.1066 0.3668 -0.3602 -0.02282 0.05084 -0.175\n", "32 S -0.05225 -0.1195 -0.2732 0.6087 0.7671 0.1335 0.3054\n", "33 S 0.02546 -0.08105 0.258 -0.1899 -0.2167 0.1046 -0.333\n", "34 S -0.1236 -0.02088 -0.00353 -0.01654 -0.003392 -0.3215 -0.05434\n", "35 S -0.009612 -0.03669 -0.14 0.4239 1.083 0.06371 0.2432\n", "36 S 0.03818 -0.07985 0.167 -0 -0.3492 0.1059 -0.2215\n", "37 S 0.04013 0.1357 0.4587 0.3032 2.576 0.1436 0.4854\n", "38 S -0.01436 -0.06326 -0.2787 -0.1566 -1.918 -0.0377 -0.1661\n", "39 S -0.03028 0.04766 -0.07501 -0.0921 0.263 -0.04184 0.06585\n", "40 S-0.0006155 -0.002572 -0.01074 -0.3715 -1.597 -0.06375 -0.2664\n", "41 S -0.03104 0.07413 -0.1771 0.1292 0.1143 -0.04825 0.1153\n", "42 S 0 -0 0 0 0 -0 0\n", " -0.05361 -0.03202 0.003704 -0.06334 0.05466 -0.01562 -0.0142\n", "\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAqsAAAD9CAYAAACbUz4yAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOzdd3hUZfr/8fdMZtJ7L4Q0Qid0KYoQFF0rNpTVBXdXRXTV9ScW/ArrYtv1a9fdde2iXxEVEAsggtI7gZAQSnrvZVJnkkz5/THOmMnMJJNIibv367pykcw5OTMZkpnPec793I/CZDIhhBBCCCHEQKQ83w9ACCGEEEIIZySsCiGEEEKIAUvCqhBCCCGEGLAkrAohhBBCiAFLwqoQQgghhBiwJKwKIYQQQogBS9XLdulrJYQQQgghzgWFoxtlZFUIIYQQQgxYElaFEEIIIcSAJWFVCCGEEEIMWBJWhRBCCCHEgCVhVQghhBBCDFgSVoUQQgghxIAlYVUIIYQQQgxYElaFEEIIIcSAJWFVCCGEEEIMWAMyrD744IM8+OCD5/thCCGEEEKI86y35VbPi/T09PP9EIQQQgghxAAwIEdWhRBCCCGEAAmrQgghhBBiAJOwKoQQQgghBiwJq0IIIYQQYsCSsCqEEEIIIQYsCatCCCGEEGLAkrAqhBBCCCEGLAmrQgghhBBiwJKwKoQQQgghBiwJq0IIIYQQYsCSsCqEEEIIIQYsCatCCCGEEGLAkrAqhBBCCCEGLAmrQgghhBBiwJKwKoQQQgghBiwJq0IIIYQQYsCSsCqEEEIIIQYsCatCCCGEEGLAkrAqhBBCCCEGLAmrQgghhBBiwJKwKoQQQgghBiwJq0IIIYQQYsCSsCqEEEIIIQYs1fl+AP+tmpubueqqq6itrXVpfy8vLz777DOGDBlylh+ZEEIIIcTAIWH1PPnuu+/YtWsXV1xxBb6+vj3uq9Fo2LJlC5mZmRJWhRBCCPFfRcLqebJx40aCgoL4+uuvUal6/m84evQoW7ZsYdOmTVRUVFhvv+iii0hJSTnbD1UIIYQQ4ryRsHoeGI1GNm3axOWXX95rUAVYvXo1AO+8847N7TNmzGDnzp1n5TEKIYQQQgwEElbPg6NHj1JVVcWVV17p0v7vvvsubm5uFBYW4u7uDsDChQupqqo6mw9TCCGEEOK8k7B6HmzatAmAyy+/3KV96+vrufTSSxk0aJD19oCAAAoLC3/R48jOzkaj0djcFhsbS1RU1C86rhBCCCHEmSJh9TzYtGkTkyZNIjw8vNd9n3jiCQBeeeUVm9s9PT3RarX9fgzHjx8nJSUFk8lkc3tMTAylpaX9Pq4QQgghxJkkYfUca2pq4sCBAzz22GO97ltdXc3Ro0eJi4tj9OjRNtu8vLzQ6XT9fhzvvfcearWazz77zFpa8MYbb3DkyJF+H1MIIYQQ4kyTsHqO7dixA4PBwJw5c3rd1xJoH330UbttXl5e/R5Z7ejo4OOPP2bu3Llcd9111ts//fTTXttoCSGEEEKcS7KC1Tm2ZcsWvLy8mDZtWq/7rl27Fnd3dxYvXmy3zdPTs98jq9988w11dXX88Y9/tLm9ublZwqoQQgghBhQJq+fY1q1bufjii/Hw8Ohxv40bN9Lc3MycOXNQKu3/m7y8vOjs7MRgMPT5Mbz//vvExMTYje62tLRIWBVCCCHEgCJh9RwqKyvj5MmTXHrppb3uu2LFCgD+/ve/O9zu6ekJQHt7e58eQ3l5Od999x0LFy7Ezc3NZltLSws+Pj59Op4QQgghxNkkYfUc2r59OwCXXHJJj/vpdDoOHz5MZGSk3cQqC0tY7WspwOrVqzEajdx+++1221paWvDz8+vT8YQQQgghziYJq+fQjh07CAgI6HWJ1Oeeew6j0cgf/vAHp/v0N6yuWrWKiRMnMmzYMLttra2tMrIqhBBCiAFFwuo5tH37dmbMmGF3+b27Dz/8EIVCwbJly5zuYwmrfekIcPr0adLS0rj11lsdbpewKoQQQoiBRsLqOVJRUUFOTg4zZ87scb/y8nJKSkoYPXo03t7eTvezTNDqS83qqlWrUCgUzJ8/3+H21tZWmWAlhBBCiAFFwuo5smPHDoBew+pTTz0FwD333NPjfn0tAzCZTKxatYrU1FSio6PtthuNRtra2mRkVQghhBADioTVc2Tnzp34+voyfvz4Hvdbt24dbm5u3HXXXT3u19duAMeOHSM3N9fpqKqlnEDCqhBCCCEGEgmr58jevXuZNm0aKpXzRcNOnjxJTU0NkydP7nE/+LkMwNWR1bVr16JUKm1WrOqqra0NoMfSAyGEEEKIc03C6jnQ3NxMZmZmr6tWPf300wAsWbKk12P2J6xefPHFhIWFOdze2toKyMiqEEIIIQYWCavnwMGDBzEajUyfPr3H/TZv3oxareaGG27o9Zh9KQM4efIkJ0+e5MYbb3S6j4ysCiGEEGIgkrB6DuzduxeFQsGUKVOc7lNQUEB9fT0TJkxwuLxqd33pBrBu3ToArr/+eqf7yMiqEEIIIQYiCavnwN69exk5ciSBgYFO93n++ecBuPvuu106Zl/C6ldffcWUKVOIiYlxuo9lZNXLy8ul+xdCCCGEOBckrJ5lJpOJgwcPMnXq1B73+/rrr1EqlSxYsMCl47oaVquqqjh06BBXX311j/tZugFIGYAQQgghBhIJq2eZ5fL+5MmTne5TXV1NRUUFo0aN6rULgIWrYXXjxo0AvYZVGVkVQgghxEAkYfUsO3z4MECPYfWNN94A4He/+53Lx7WE1Y6Ojh73+/bbb4mJiWHs2LE97icTrIQQQggxEElYPcsOHTqEu7s7o0ePdrqPZQLU4sWLXT6uu7s70HNY7ejo4Pvvv+eqq65CoVD0eDxLGYCMrAohhBBiIJGwepYdPnyYcePGWcNld0ajkdOnTxMVFYW/v7/Lx7Ucr6cygD179tDS0sKVV17Z6/GkDEAIIYQQA5GE1bPIaDSSlpbGxIkTne7zzTffYDAYuPTSS/t0bKVSiUql6nFkdcuWLbi5uZGamtrr8WRkVQghhBADkYTVs6igoIDm5mYmTJjgdJ+3334bgPvvv7/Px3d3d+81rE6dOtWlEVtLWLUsNiCEEEIIMRBIWD2L0tPTARg3bpzTffbt24enp2ePE7CccXd3d1oGUF9fT1paGnPmzHHpWDqdDg8PD5cWJBBCCCGEOFckmZxFx44dQ6lUMmrUKIfbNRoNDQ0NjBw5sl/Hd3d3p7Oz0+G2H3/8EZPJ5HJ5gVarlRIAIYQQQgw4rjX1FP1y7Ngxhg0b5jQEvv/++wBcddVV/Tp+T2UAP/zwA76+vlxwwQUuHUur1fa7BECv11vLCFzh5uYmLbKEEEII4RIJq2dReno6F154odPtX375JQCLFi3q1/F7Cqs7d+7koosuQq1Wu3QsnU7Xr5HVzs5Ohg0bRkFBgcvfo1Qq2bx5c58nlQkhhBDiv4+E1bOksbGR4uJi7rnnHqf7pKen4+vry6BBg/p1H87KAGprazlx4kSfFhnQ6XT9Glndtm0bBQUF3HvvvSQmJva6f0NDA88++yzFxcV9vi8hhBBCuM5gNNDY3kiDtoEGXQP12nrr59Wt1RRpiihpKqG0qZTKlkoatY0YMXL07qOMi3I+3+Zck7B6lpw8eRLAab1qZWUlLS0tTJs2rd/34WyC1e7duwGYMWOGy8dqb2/vV1j9/PPP8fPz46WXXnLp+4uLi3n22Wf7fD9CCCHEfyOTyURLR4td2LT73MFtjbpGTJj6dH9Ko5Kqtqqz9NP0j4TVs+TEiRMATidPffTRR0D/61UB1Gq1w5HVnTt34uHh0acOA/0ZWe3s7GTdunXMnTtXWl6JX6V58+axZcsW69dqtZpPP/20xxKVnJwcZs2aRWtrK2CuwX7nnXe44YYbzvrjFUL8eun0Ohq0zoNlT8FTb9Q7Pa5KqcLX3RdPlSduCjdMJhPthnZ0nTq7oOru5o4CBe0G80CXt9qbiVETmZM0h7lD53L//PtRoODypy4/q89FX0lYPUtOnDiBp6cn8fHxDrdv2rQJgAULFvT7PpyF1V27djFlyhQ8PDxcPpaldVVf7Nixg4aGBm688cY+fd/5YDAYOHXqFEajsU/fN3jwYAICAs7SoxLn286dOxk8eDCps1PppJN3Pn6HNT+sYejkobgp3HBTuqFSqmw+/+rbrygvL+fee+9FrVbz2muvkZGR0WNYNZlMNDU1YTKZ3zg8PDyk+4YQv0J6o94aIHsMng626/Q6p8dVoCDQM5AgryCCvYIJ8gxicMBggj2D8fcw90rvMHTQ0tGCRqehpq2G8uZyShpL0Bl0aHQaAJQKJXEBcSSHJOOp8qS1o5XipmKKG82ld+5u7swYPIPZCbNJjU9lXOQ43JRuNo9jIJKwepacOHGCESNG4Obm5nB7RkYGnp6eDB48uN/34SisarVa0tPTefjhh/t0LJ1OR0hISJ++Z/369Xh5eXHZZZe5/D2WN+tz4W9/+xvr168HoKKigpKSkj4f44ILLuDAgQNn+qGJc8xoMlLWVEZOfQ7Zddnk1OWQU59D7S21NAU1ccLtBAaTAR6At3iLt159q+cDLoevg74m0jcSfgsb2UjIgRCGhgxlaMhQBgcMtnkDeOqpp/jrX/9q/VqlUnHffffh6+vb62NXqVQsWrSIqKio/v74QogujCYjTe1NNmGyt+Bpua25o7nHY/u6+xLk+VPg9ApiWOgwgjyDbG7r+rklmCoVSgo0BeTV55HXkGf992DZQYobizGafh5o8VJ5kRScxMiwkVwz9BqSgpOI8o2iXlvPiZoT7Cjawa7iXRhNRjxVnlw0+CLunng3qfGpTIqehNrNtYnXA4mE1bPkxIkTTjsB6HQ66uvrndazukqtVtt1Azh69Ch6vZ4pU6b06Vjt7e19Glk1mUx89dVXXHbZZX1qQ/Wvf/0LgOTkZJvb9Xo9tbW1Lh8HICIiAoXC8VlgQ0MDK1asID4+noSEBOrq6gC4/vrrue2221w6/rPPPuu0j60YeEwmE1WtVdYgml2XTU59Djsyd9Do1ohe8fNlNC+VF0OCh2CqNjEycCRXXHQFgZ6BrPpgFRWlFTz73LMYjAb0Rj0G00//Gg10Gjt57m/PMShpEFMmTqGqpQr84RjHOPTdIevx3d3cGRI8hKEhQ0kKTOLtbW+TMieF26+4nc8/+5wDBw7w2muvOf397fozmUwmwsPDe5ysaVFfX89XX32FwWCgpaWFiooKu7+1MyEyMpKrrrqq18cvxNliMplo62xzGDbtgme32zQ6jU34687DzcMmWMb6x5ISkUKwp/OwabndWRA0mUxUtlRag+iu4l3kNeSR35BPXn0eNW01NvuHeoeSFJTE9NjpLEhZQFJQEknBSSQFJRHpG4lWr2VvyV62FWzj44yPOVR2CIPJgLubO1MHTeUvF/+F1IRUpsRMwUPVt6umA5GE1bNAq9VSVFTEHXfc4XC7pWXVxRdf/IvuR61W09LSYnObZRTQ1f6qFn0Nq+np6ZSWlrJixQqXv2f79u288MILLFq0yG7y1/z581m7dq3LxwJ47LHH+Pvf/+5w2+rVq2lvb+eTTz5h4sSJrFmzhnnz5hEREeFy2cLLL78sl2oHoHptvc3oqCWU5tTl2Ix6qJVqEoMSMWlMRGgjWLZ4GUNDhpIcnEyMfwxGgxH1vWrmrpjLX2b/BYC6b+p48cMXWfjNQlQq+5fH0tJSHt/4OPe8fg/3zzUvkaz4nYKlTy7l3iX3kl2X/fNHvfkxbji9gc7UTjLIYEX7CoLmBIEnLL5lMdfOuZZgr2BCvEII9gomwDMApeLntVrS09MZP348ERERLj03r7zyCs8888wveXpdptFopERG/GLt+vY+h03L551G54MJbgo3m2AZ4h1CckiyS6OcXur+ve53GjrJrc+1Gx21hNK2zjbrvkqFklj/WJKCk7hu+HU2YTQpOMl66b/r83Sg7ABvpb3FtsJt7C/dT4ehAzeFGxfEXMBjFz5GakIq02On463+z+tjLmH1LMjLywPsRw8tvvnmGwBuvvnmX3Q/jsoADh48yKBBg4iOju7TsfoaVi01t1deeaVL+2s0GhYuXMiQIUN4+eWX7bYbDAZCQ0N5+umnez2WVqvloYce6rGH7AcffEBKSgoTJkwAsAYPS5cGVzQ0NPT5eRRnRnN7s90le0sordfWW/dTKpTEB8aTHJzMhbEXkhycTHJIsvVSvEqpYtasWQAsnrTY5j607eaFLLqekCQnJ6PX6ykqKiIpKcnucR08eBDA7sqFAgURvhFE+EYwI872ROw3V/yGY8XHeP6T59lftp8vD38Js+DN6jd585M37Y5jedMM9grG0GyAG2Flw0q2bdyGp8oTL7UXXiovh//+WPAjcVPjWLtyLRs+38CTy5/krrvu4i9/+Uvf/gOcaGpqYvLkycyZM0eC6n+Jzs5OysrKrF/7+PgQFhZms4/BaECj0/RrlLNrgHMkwCPAJlgO8h/kNGx2/dzP3e+sjPy3dLQ4DKN59XkUNxaby4l+4qnyJDEokaSgJC5NuNQmjMYHxuPu5u70fjoNnaRVpPFjwY9sK9zGnuI9aPVaFCiYEDWBBy54gNkJs7lo8EX4efid8Z9zoJGwehZkZ2cDzsNqWloaCoXiF4+sqlQq9HrbGYIHDhzocwkA9C+sjh8/nsjISJf2f+yxxygrK2Pfvn34+PjYbU9OTmbTpk0sWrQIpbLnVYAPHz4MwLhxjnvAZWdnc+jQIV566SXri1VVlbkNR3p6OgaDwWktcVcajYagoKBe9xP9o+3Ukluf6zCUVrXatk2J9Y8lOSSZeSPnWUdHk0OSSQxK7PEFvyc6nXmyQ9dOFpa/2ZycHKdhVa1WM3bsWJfuo7Kyki3fb2Hp0qUsHLeQheMWEpMew7Knl3Hj729kyRNLqNfWU6eto15bb/2wfH2q6hTEwIH6A+yq3YVWr+1xkgbJ5o9Jn04yT5R4GD7WfgxHYUz4GMZEjGFM+BhCvPtWn27x7LPP0tbWxvLly/v1/eLXQ6PTsDl3M0vfW0phTSEYMX+YYMrMKXS4dViDZ2N7Y4/H8lH72ITJpOAkJnlOso5kOhvlDPAIsKn9PhdMJhPVrdUOw2heQx7VrdU2+4d4hZAUnMSUQVO4dcytNiOkUX5RNldKemIwGkivTGdb4TZ+LPiRXcW7aOkwXzkdEz6GRRMXkRqfysVxFxPk9d/3viRh9SzIyckBnIfV4uJigoODew1lvek+strQ0EBBQQF33XVXn4/Vl7Cq0WjYt28fS5cudWn/Xbt28fbbb7NkyRKn5QlDhgyhvb2d0tLSXiedHTt2DMBpYFi1ahUKhYL58+dbb6usrATMizVkZGQwfvz4Xh+3RqMhMDCw1/2Ecx2GDvIb8h1esi9psp3wFuETwdCQoVyVfJV1dDQ5OJmk4KSzclnLEla7/t4PGTIEMP8N/+Y3v7H7nsOHD5OSkuLy38qnn36K0Wi06frR1tYG7VB7qpZpsT33WV6+fDnP/eM5SttLrVcHTCYTOr0OnV6HVq9F26lFq9fS2NbIjNQZ3LTgJlKvSaWypZKX3n6JVs9W1p5cyztH3rEeN8o3yhpcx4SPISUihRFhI/BUOW9B19bWxquvvsqVV17JxIkTXfr5z7a2tjZrr2m1Wu3ShDXhmMlk4mTtSTZkb+DbnG/ZU7zHPEroDkExQfgF+NHc2kyDpoF2YzsxgTGMDh/t0ihnf08ozxa9UU9xY7HTEdLWzlbrvgoUxAbEkhSUxLVDr7UZHU0MSiTQs3/vEUaTkazqLOvI6Y6iHdYZ/cNDh7MgZQGzE2YzM24mYT5hvRztP5+E1bMgJyeH8PBw/P397bbV19ej0+msl6d/CbVabTOyaglxrgSx7jo6OnB3d+0FZfv27RgMBpe6ALS3t7No0SLi4+N7rG+1rH5VUFDQa1jNzMzE29vb4YpZJpOJVatWkZqaanMJv7KykqCgIBoaGti2bVuvz1F7eztarVYudbrAYDRQ1Fjk8JJ9oabQZiJDsFcwycHJzIqfZXPJfkjwELsarbPNEla7lgFERkbi5eXlcPlgk8nEkSNHmDdvnsv38X//939MmjSJ4cOHW29ra2tDpVJx+vTpXr+/rKyMyMhIm/pZhUJhvvSv9iKIn0dYsrKyMBWauG74ddw6+VYACj4o4OMPP+b99e8zefZkMqsyyaz+6aMqk38c/Ie136Kbwo3kkGRrgLWE2YSgBJQKJR999BG1tbU89thjLv/8Z9OpU6dISUmxnrArFAq+//57WcbZiVWrVvHpp59av/bx8eGl118iozGDDTkb2JCzgUJNIQApESk8euGj1O+v560X3mL/qf0MHTqUZ599lmXPLWNP654+Taw9H1o7Wm2DaJdAWqQpsrlc7+HmYb5cH5xEanyqzehofGD8GZmgZDKZOF13mm0F29hWaP6obTNPKk4MSuSmETeRmpDKrPhZRPtJ+Vl3ElbPgtzcXOsITXeWyVUXXXTRL74flUplM7Kanp4OOL883pO+hNUffvgBb29vpk6d2uu+r7/+OqdOnWLjxo0OL/9bWIJnfn4+M2fO7PGYx48fZ9SoUQ5HpjMyMsjJybFr3VVVVUV0dDTBwcHs2rWLhx56qMf7aGpqApCw+hNnrZ+y67LJb8i3mejg5+5Hckgyk6Mnc9uY26yhNDk4ud+Xn88GR2UACoWCxMRE8vPz7fYvLCykoaHB5RPN3Nxcjhw5wksvvWRze1tbG56enlRWVtLc3Iyfn/N6s4qKCpfrpi3hd9iwYdbbFi1axMcff8zKlSuZO3cu0X7RXD7k52bfeqOenLoca3jNrM4krSKNL058Yd3HR+3DyLCRnN5zmsgFkWzRb2HPrj14qjytNbSeKk+8VF4u3aZSnpm3nTVr1qDX63nhhRcwGAwsXbqU48ePS1h14qWXXiKvJI/wceFo/DTUuNXw5b+/pMPUgZfKi0sTL2XphUu5MvlKYgNiMZlMDLtnGDMvnsnQoUMB899AeHj4gAiqJpOJmrYap6Oj3UuJgjyDSApOYnL0ZOaPmm8zQhrtF+3y5fq+PL4CTYF15HRbwTYqWioAGOQ/iCuTryQ1PpXU+FTiAuPO6H3/J5KwehYUFhY6XerUslrOdddd94vvp3sZQHp6OpGRkS7XkVqYTCY6OjpcvrT5ww8/MGPGjF7DbVVVFU8//TRXX301V1xxRY/7xsbGolQqHYaE7o4fP+70eGvXrkWpVNo9v9XV1YSHhxMbG8umTZswmUw9Ft83NpprsP6bwqqz1k85dTnk1uei1Wut+3qqPEkOTmZU+CiuG36dTR1phI/zlmIDieXycfff+8TEROskya6OHj0KuH7l4osvzIHvpptusrldq9Xi5eVFS0sLeXl5PZ5cVlZWEhsb69L9WWrlLcECzCfFKpWKffv2OfwelVLFiLARjAgbwc2jfp7w2dLRQlZ1FhlVGWRWZ7L95HaaIpvQ+ml5Ztcv6zagUqp+DrA/hVlLkHV4m5vj8Pve0fdIviqZyxZcRqxfLMuWLaO6urrH+3722Wd7nWRZUFCAp6cnUVFRuLm58fDDDzNmzJhf9DOfT0aTkbUn1nJ00lG4BhoVP9WX1sI0r2ksvX4ps+Jn2ZWAHDhwgJycHB5//HHrbUVFRU4Xujkb9EY9JY0lTutHLTWdYL5cH+MfQ1JQElclX2UTRpOCks5JnWdJY4l11PTHgh+tjfgjfCKsTfhTE8wjt7+G18iBRMLqGabX6yktLXX6B52ZmQnYzybuD5VKhcHw86WM9PT0fo2qWkoJXBlZra6u5uTJk9x+++297rt8+XK0Wi0vvvhir/uq1WpiYmIoKirqcb+GhgaqqqqcLmO7bt06ZsyYQXh4uN3jnjBhAhdddBEfffQROTk5Nm/q3f0nh9W+tn4aGjKUOYlzbOpIY/xjzvhIxLnmqGYVID4+nu3bt9ud0GRkZKBQKBg9erRLx1+zZg1Tp061K2tpa2vD19eXmpoacnNze/ybraiocHnZ5NzcXCIiIuxGahMTE8nJyUGv1ztsx+WIr7svUwZNYcog8+vU1f+8mpq0GoqKilCr1ealHPU6tJ1am/rZ3m6zfG29zWC/f4Ouwekxul66JcX8z9h//1S7/ij8S/EvTnx6gqGh5t/TIK8gjCYjRpOR4pJiln2yjDBTGH56PxQm+7BQXV1Nc3OzdcZ7YWEhw4cPdxpWv/jiC+sVLUduueUWUlJSXHrOe1NWVsaDDz6IVqt1uk90dDRvvfUWCoUCo8nI+lPrWbFjBRlVGeAO1/hfw73X3sv48PFEBkQy68lZ/GaIfW02mJcE9/T0tGn1V1RU5PLkQle1dbZZe412D6WFmkKbZUbd3dxJCEwgKTiJi+MutgmjCUEJPdZcnw2VLZVsL9xuHT3Nrc8FzJOuZsXP4tHpjzI7YTbDQ4dLOP2FJKyeYaWlpRgMBqdhtaSkBH9//188uQpsuwHo9XpOnDjRp9WkLCwLC/TUCspi9+7dQO89Yk+fPs17773HfffdZ3NZsidxcXG9hlXLqMiIESPstuXl5ZGVlcUrr7xit62mpobQ0FCmT58OwP79+3sMq5YyAEd1x78GTe1N1jCaU5dj7fnZn9ZP/6mcjazGx8fT3Nxs1w0iMzOT5ORkly6BlpSUcOTIEZ5//nm7bV1roR2N4FoYDAZqampc7rGam5vrcFJnamoq2dnZrFu3rl/t8goKCti4cSNPPPGE9YTWMrrZ38klfdFh6CCrOou0ijQOlx8mrTyNY5XH6DR167HpDo008lX2V5Dt5GC3QA01NKuaGRU2ipSIFOsEszjPOEYnjsbNzY2TJ09iMBhISEhw+vw3NTVx2223YTAYHL6e6/V6ysvL+eCDD37hM2C2f/9+1qxZw4gRIxz+DhYWFqLRaHj1tVfZXLiZFTtWcKzqGENDhvJw4sO8uOJFlu5eyvQh5tfAkJAQa5cUR4/9iy++YO7cudbXQJPJRElJCddcc02fHrfJZKK2rdYcSB2MkFoujVsEegaSFJTEhKgJzBs5j6SgJGs9aYxfzDnvDtBVXVsd2wu3W0dOTwuTsrkAACAASURBVNaa34/8PfyZGTeTP03+E6nxqYyJGPOrP5kfaP5z34nOk8LCQgCHYdVoNNLc3PyLV66y6BpW8/Ly6OzsdDri2BNLWHVlZHX37t14enr2Oht4xYoVeHp68sQTT7j8OOLi4qxh2JlTp04BjsPqhg0bAOxeTDs7O9FoNISFhTF8+HB8fX05ePAgCxcudHo/zc3mEcaBHFYtrZ+6joxaQum5aP30a+csrMbFmevHioqK7MKqq6Nkll7K1157rd02rVaLr68vISEh1tcLR+rq6jAajS6H1by8PGbPnm13+4IFC3jrrbdYs2ZNv8KqJWz1p8tIX7Xr28mszuRIxRHSytNIq0gjszqTDoP5Ncrfw58JURNIqkuiLL2M9/71Ht5qb7zUXjy25DF0rTrefe9dcupzyKjKIKMqg2OVx6hsNXcDURlUjI8dT4hXCFq9lo05G/kgvUuYfBDCvMK4bettqNpVcBVsMWyh9UArod6hhPmEEeYdRqh3KDu/20lnZyc7d+50WPaVkJCA0eh8laT++uyzzxyO9M6cNZMy3zIu/OhC0ivTSQ5O5uPrP2b+6Pm8/urrYLKtZ46IiHAaVrdv305tbS233HKL9bb6+nq0Wq3DshSD0UBJU4nTZvhN7U02+8f4xZAUnMRvhvzGrhl+sFdwf5+aM65R18jOop3WkdNjVeZJzD5qH2bEzeD3437P7ITZjI8cf15D9H8DCatnWE9h9dAh83KMZ6r+qWtYtYw49iesWupeXR1ZveCCC3oMtllZWaxevZpHH33U7nJ8T2JjYykrK8NoNDodec7OzkatVlsDRVcbNmxg2LBhdv0x6+vNI4lhYWG4ubkxefJk60pfzlhGVnua/HIudG39ZA2lP126L20qtdn3XLd++rWznKR1D6uWN+OSkhLrJXqdTkdeXh6//e1vXTr2N998Q3JyssOrCpawmpCQ4LDrgIUlSLgSVtvb2ykrK3PYIWPatGkolUrrggZ9YTQaWblyJXPmzOm1S0df6fQ6MqoySCtPM4fTijSOVx+3TtYL9AxkQtQE/jzlz0yMmmgOqcFJKFAQ+Wgk11x6DfNG/dyZYYjHEA5nHrYpX7BY9c0qbnv8NmbdPYuspiwOlR9CgYLJMZNZOHYhukodb7z5Bn6D/Zh14yxq2mrIbcyFkfBZ+WesLl/t8GdQPKrgyfwnGdNi7p4wOnw0o8JG4an0pLm52drPuaWjhcqWSiqbK/lx/4/odDqUKKksryQuJg53N3fUCjVqhRqVQoVaqbb5WqVQmV+zlFDWWoamSENJUwkljSWUNJVQrClm19hdmIJNJHck89F1H/HbMb+1XhnJzs4mJCSEkJCfJzj2FFY///xzfH19ufSyS2lub0ar15KWnQbhUOFfwSv7XrEZHS3UFNpMslQr1SQEJZAUlMRFsRfZhNGEwIR+rxB1trV0tLC7eLd1xn5aRRpGkxFPlSfTY6fzTOozpCakMjl6stNlVcXZIWH1DCsuNhdUDxo0yG7bd999B8CFF154Ru6razeAni6P98ZyjN5GVnU6Henp6b3OpP/b3/6Gt7c3jzzySJ8eR2xsLHq9nqqqKqKiohzuk52dTVJSkl3tnVarZceOHQ7XT6+tNbcHCQ42n7FPnjyZV199lc7OTqcB/VyOrOqNeoo0RT+PjnYJpc5aP6XGp5731k+/ds6uKFjCamnpzycD2dnZGI1Gl04GtVot27dv5+6773ZYp6bT6QgLCyMwMJCMjAynx7FMFuq+WpAjRUVFmEwmEhIS7LYplUqioqJsfh5Xbd++neLiYqfLGruqrbONY5XHrKE0rSKNrOosaw1qsFcwE6MmsmTaEiZETWBi9EQSAhMcPn9ZWVlUV1dzySWX2NweGhpq/Vvv7vu13xNQGsC3i75F7a4mvTKdDdkb2Ji7kRf3vogJE8yA8YnjmRQ9iQtjL+TYd8f409I/UVBUgE+oDzWtNdS01VDbVktVSxWPPPkIEcMiaO1s5d2j79qsxBTiFkLd9XVsTNyIz3M+Pa/S5Px85WcmwB1YBldstp1cGugZSJh7GKZaE4tHLuaNu96wK9/JycmxKxEJDw/nyJEj1q/b9e38WPAj60+t572A9zAtMeH/YrfXlHvh+eLnodg8yp0UlMTYyLHcMOIGmxHSQf6DfhUjjdpOLftK97GtYBs/Fv7IwbKD6I161Eo1UwdNZdmMZaQmpDJ10NRzXg8rbElYPcPKysoICwtzOLPe8sJw+eWX223rDzc3N+sEqxMnTjBo0KB+jQS6WrOanp5OZ2dnj5PDioqKWL16NQ888IDNWbwrLAG/tLTUaVh11hZs9+7dtLe3M2fOHLttlpFVy+MZP348HR0dnDhxwulkgZYW8yzTM9Vk3NL6ydEle2etny6IuWBAt376tevaTL6riIgI1Go1JSU/L1pw4sQJwLWTwd27d6PT6Zz+net0Ojw9PYmNjWXDhg1OO1NYgperYRUcX9EB8+/8t99+y/Hjx12eIAbm3py+vr596l7S0tHCscpj1lB6pOIIJ2pOWE+6wrzDmBg9kauTr2Zi9EQmRk1kcMBglyegbNu2DTDX4nYVGhqKRqOxm0jW0dHB+vXruf76662vyxOiJjAhagLLZy5n2d+W8ezqZ4mdEUtVZxWPbTX3kVWhgt/DmuI13Bxws7lrAub//6NHj9K6qZUn5z/JwoULMZqMFGoKOV59nPTydJ7/8Hn8/f25ZOglRPpGEuEbQaRvJEd2HuG1v73GP/7xD7QdWh557BHGThjLnYvvpNPYSYexw/rRaejytaGDj1d9jK5Vx1//31+ZNnIasf6xDPIfhJ+HH2+//TZ3r7qbR55+xGGdeU5Ojl1LwLCwMKqaqvgk4xO+Ov0Vm3I30dLRgrebN8YiI9dedC2Txk6yLud7cN9BPnrnI9avXM+FIy4kxCvkVzdpqMPQwYHSA9YZ+/tK9tFuaMdN4cak6Ek8PO1hZifMZnrsdHzcnbdaFOeehNUzrKysjJiYGIfbcnNzUSgUTle26quuYfX06dM2jcf7wtUyAMtlRGerUAG8+uqrADz44IN9fhyWfpLl5eUOt5tMJvLz8x3W5W3ZsgW1Wu1w4pejsArmkwdnYbW5udncfN3L9ctVXVs/db9kn1ufa7NMZtfWT9cPv94aRoeGDCXcJ/xX9ybwa2T5ve9+YmkZiez6e5idne3y3+7mzZtxd3d3OgnRslrc4MGD0Wq11NXVERoaardfTU0N0Lew6qg8BuCyyy7j22+/Zc2aNS6H1Y6ODtatW8fcuXOd/h00tzdztPKo+VJ+pbnO9FTtKfNIJebSlInRE7l++PXWS/mD/Af9ot/vXbt2ERsbazeKbLlyotFobJ7PH374gcbGRrsWYmCeSPTy0y+j6lRxfNdx/P39qWmtYW/JXp5a+RTpPuk8/MPDPPzDw0wdNJUbR9zIjSNuZOvWrQDWk2OlQkliUCKJQYnU76un7aM2Nm7caNdi7+Tqk6hr1SyeuxiFQsEjv30EU6CJ+y6/r8efOTMzk3e+Na9AdsNrNzAmybaU7PDhwwQFBTkcWbesDJiYlEiRpoh9pfvYV7KPL0O/pGlRE7/78ndE+ERw6+hbmTt8Lts/2M7L617mw7c+tKnZrt1UC1lwxZgrXO7Jfb7pjXrSytOsE6L2lOyhrbMNBQrGR43nvgvuIzU+lRlxM+TK1AA34MKq0WRE72auw2xub+5l74GnuKrYYQkAmNvQnMlmypbRA6PRSF5eXr8mT4DrYTUtLY3IyEinYbylpYX33nuPW265pV/1bb2F1erqalpbWx2u2b59+3amTJnicCTUElYtL7yWGd09XYJtaWnBx8fHYe1sXVudw0v2jlo/JQUnkRyczGWJl5lrSH8Kpf8JrZ9+7XqaWBgdHW0XVgcPHuzSycu2bduYNm2a00UwLCOrlr+R4uJih2G1e/lKT4qLi1EqlU4XEJg3bx4PPPAA27dv7/VYFj/88AMNDQ3WSTaNukZrMLWMmGbXZVuDabRfNBOjJnLLqFusl/LP9Eo8JpOJXbt2MWvWLLttluepvr7e5vn88ssv8fPzc7hYwKOPPopWq+Wee+6xlvyE+YQxd/hcPi/+HM1+DZsObmLtibWsObmGR7Y8wiNbHsG/xZ/QG0OpoIJIU6Q1fBuNRp5//nnGjh3rcLnegoIC4uLirLWslsUherNmzZoetx85coSJEyfanQSYTCZWH1iN6SYTr6le46nXngLAS+VFjDoGdsGGlzfwmzG/sb4eLftuGdOnT7cJqmDu+RsaGjqgg6rRZORY5THrhKidRTutr8mjw0dzx/g7mJ0wm4vjLh5QE7lE7wZcWC1rKmPPxXsA8P/7r/BM52rIJBOPZzzwdffFz90PX3dffN19abimAW93b67/7HrUSrW5qN5NbS6m7/61209fO/jcsu9pxWlIhi/Tv6Teqx6/BD+qW6sJ9Azs0wxvyySt3nowHj16tMeG6KtXr6a5uZl7773X5fvuKiIiAqVS6TSsWiajdB89aGlp4ciRIyxdutTh92k05vWWLS++SqWSUaNGWXvedtdp6KRGW4N7nDurj692qfXT0JCh1tZPllD6n9766deup/KXqKgom+VQHdX8OaLRaEhPT2f58uVO97GMrFpO+srKyhyuilVfX09gYKBLvVFLSkqIiopCrVabF/kwdNDW2YZWrzX/q9CiileR2ZjJjsId1t6jXT9MmGy+/uemf+I+252PtR/z0BsPWXtIgrm7xMToidw25jYmRptHTCN9+7YYSX8UFRVRUVHhsO7f8vddV1dnvc1kMrFhwwYuv/xyuxF0vV7Pm2++ibu7O6+//rrd8WprawkNDWVoyFAen/E4j894nPyGfNZkreHxjx/HOMbIxLcnEuUbxZXJV3JV8lUYcg2cOnWKTz75xOHocUFBgU2pRmBgIA0NDb3+3OvWrWPEiBEOFzTo7OwkMzOTP//5z9bbLD1W/7777xwqPwRxMCV0CnMnzmXqoKmMCR/DujXrmP/EfOLc4qxBtbq6mqNHj/LMM/YLP1RWVvZ5wZmzzWQykVWTZa053VG4gwad+fkcGjKU28bcZl3CNNzH9cm+YuAZcO+kAZ4BJOaaZ7Tee0//Qs/5ojfoWbp0KbMvm83kqZNp6WihpaOF5o5m6lvqQQ1uAW7k1efRaew01yQZOqyfdxp/+trQadv8uie3wU3f3AR3wQvaF3jhxRcA8FZ7E+QZRJBXkM2/gZ6BdrdXVVVBGGgVWowmo8MRP51Ox8mTJ3vssffmm28yevRoay/TvnJzczPXUTmZodr1UqfJZKKkqYSs6izW71mP4TIDWbFZPPK9uWZLpVShdlOjUqr4UfMjXAj/zPgneqOeTmMn2ou0HC86zm3rbqOurY46bZ3136b2JogE5sFv15pnf1taP9088mabS/YJQQn/ta2ffu16mlgYGRnJjh07rF/n5eUxb948u/2627NnD0ajscclg3U6nV1YdaSurs7hqKrBaCC/IZ+smiyOVx8nqyaLb8O+RXe7Dt/nfGnrbLOOdtr4PdRTz6yVs3r9OQAIAS6Gg+UHmRg9kT+M+4O11vN8vfHv378fwOFSz5awalnQA8x19uXl5Vx99dV2+y9fvhydTsfixYsdnhDU1dXZdTNJDEpktudsjG8beeuTt3Af6c6GnA18ceIL3jv6HgqjAvViNXsD9tKR3sGEqAmMCB1hnTleXFxs81giIiKorKzssQNKfn4+x48f5/bbb3cYVk+fPk1HRwdjx46lw9DBqsxVPL/neU7VniIpKInbAm7jk6c/4d2Cd23aTlnKoixXnsA8mg447NddWVnpchu1s8VkMpFTn2MdOd1euJ3qVvNExITABK4ffj2pCeYlTGP8HV8BFL9OAy6s+nv4E1ti/oNaMn3JeX40fVNeXs7SvUu5eeHN3H3p3TbbvvzyS7a/t53b77udN+55o9djGU1Gc7ByEGgtt737wbu8+sarPLbsMZ5/+Xmee+U5/ML80Og0NGgbaND99KFtoFBTyFHtUTQ6jc2laqs/we8yfsftmbcT5hNGuE84ET4RhPuEE+4TjqHRgH60HrchbuQ35BPrH2vTuiMjI4MjR47w+uuv96kezWQy0WnspK2zjbbONgITAzndeJqdRTtp1DXS1N5EY7v53825m2Eu/H7P78n+NttmqT3GwraGbXxf9731ebO+YSuBObBs2zLzlwolygAl+qF69hbtJczX3DdxWMgwQrxCCPEOYe3/rUVTouHbld9K66f/UD2NrEZERFBfX09nZydtbW3U1dU5rAfsbs+ePahUqh4nIXZ0dODp6UlkZCRKpdJ5WK2vwyfGhw3ZG6yh9Hj1cU7WnrSpf04ITAANxHrEcsPMG8x9R1Ve1v6j3mpvvNXePPfUc6QdSGPVJ6uIiTaXoSgVShQorJ9bPrKysljwuwX88+//5N7fD5xBgwMHDuDp6emw321goHmBgq4jlZs3bwZweEn+n//8JyqVyuEiImAOcY4m1O3atQuAq2ddTXR0NL8f93s6DZ18vv9zfrfid0RdGMWHxz7kn4f/CZjr01MiUhgbPpbK6EqINa8iF+wVTGxsLMeOHaOoqMjp75elf/SkSZNYuXKl3faMjAxQQ4ZXBo+//jglTSWMjRjL6htXc9PIm/jL8r+gUqjsSkS6lk1YbN++nYCAAIcj/dXV1Wdk5cW+KtQUWsPpjwU/Ut5svvIW4xfDZUmXMTt+NqkJqcQHxp/zxybOnQEXVn/NLCOCjnqLHjtmbibsao9VpUKJu5s77m7u+OC49i1WHQtl4FnpCTlw/8z7XZq9rjfqbQLtrkO7eHj5w9z7yL0EDQqiqqWK6rZqqlqqyK3Ppaq1ytx65Tp4uvhpnn79aes6zHEBccQFxpGflo9yppL8hHwe2vyQNXy68mEzinw5nOY0Mz+0H5lSmpQokhUE+wTzx7g/MjJsJKPCR7Hi/hVU5FVw/Phxm/0tgf/3d/ye3bt3k3MqB7WbGqVCycaNG7nqqqv4ZM8nDkeC9zy3B69GL8ZE/HrXBBc966lW23K5s7q62jrRKTExEZPJRHNHMw3aBvPfkK4BhsMhDvHED0/wQcMH+P3Bjz9u/CMKhQIF5hM3y+cmkwn9NXq+cf+G/PX5uN/qzkedH7F75W6a25tp7mi2/tsy1XwydvWn5pG4Qf6DGB0+mtkJs639PEeEjcDX3ZegoCCuvO1KXrzM+dLGx0ccJ211Gg1HG/jttJ77xX777rcoqhXMu6r30eRzKS0tjXHjxjn8P7OE1a4jq1u2bCElJcVuRPCjjz6iubmZ6667Dk9Pxy2J6uvr7eo2wTy6GxcXZxP+1G5qTmw8gfIHJXs/2EtkVCS59bnW2t4jFUdYfXw1XAvvmt7l3f99lzDvMNzHmUf1n9nyDAsvW8iYiDF2tZTfffcdycnJ5g4pCqjWVrO7eDd59eaG++tOrYP/B/+b+b/MGDyDt65+i98M+Y110KCkpITo6GhrnayF5WfrHlZnzJhhty+YJ/z1pW92f5U1lVmD6bbCbRRqCgEI9wknNd48ajo7YTZDgofIRNT/IhJWzyBLX0RHf9CWlZcmTZp0xu7P8oJSUlJCcHCwy22WVEoVod6hhHqbJyG0ZrfCcZg3eJ7DiQsASx5fwuvvv86G3RsobSmlSFNEUWMRhZpC9hbvpVBVCKnwxpE3rCM53T9CvUN/Hu1ROd5n5bsryT+dzyfvfYK/hz8BngHmfz0C+O3NvyU3J5ctL2yxPi6TycTRPUeZO3eu3WO2BP42TRuB3oF4qH6uWbM0az916pTDsKrVas/oZDgx8FjCavdLwPXaepp8m2A0/GXHX8zrqt8Pd2bfyfyn59uX6MyHjWxk857NGH2MBHgFcLTyKCaTeWTfhMn6udFkhMFQRhm6ch2mCBMakwaD0UCEbwRD3Ifg5+6Hn4cfH73zEfEh8by+7HVGho10urSpVqtFo9E4bfdmcckll/Dkk0+yZ8+eXuvKt2zZwvjx413qRHCuGI1G0tPTWbBggcPtliVsLWFVp9M5/Vmfeso80ei1115zeCyDwUBjY6PTsNq9DMFgMPDhhx9yxRVXWMs7hoUOY1joMG4dcysAO3bsYNb1s3j6zafxivXiVO0pth3fBqPg/Yr3eX/l+wBE+0YzImyEecljv8Fsrd7KuOvGsaJgBfwPXLrp54liChR4GjzxrfPluz99x4WD7Wt5S0tLHa461T3cV1dXk52dzZ133mm3b3t7O83NzWfl96GqpcpmCdOc+hwAgjyDmBU/iyXTlpAan8rIsJESTv+LSVg9g3oKq5aVrVxdrtEVlrBaVlbmtAOBKyztr3qayJF7IpehoUO5LNm+lmn37t3MuHgGH3/yMb/77e/6/TgATn1yiuNpx7kk8RK7bWWl9j9ncXExdXV1PZ4ENDY2Wt/ILOLj43F3dyc72/Ei4m1tbQNuMoE4c4wmI6WGUpQXKFm6dSn5mnzyG8wfGp15Qh43wcrclYQrw6ESbrj4BqKDo3+u/f6p7nv29NksuXsJt990OymjU3ht5WtOl/JtamoiICCA/3nxf1hy/xKuuOIK6urq2Pn8Trt9V92+ignXTmB6bM814JYrOr39vk6bNg3A7gpEdy0tLezbt48lSwZWGVZ+fj7Nzc1OJ3l6eXmhUqms4evgwYO0t7fbnYAXFxeTl5fH8OHDnXYtsaxg1z2sVldXU1xczP33329z+44dOygvL7crKdB2ajlVe4oTNSf4PONzuAS2Nm5FoVPQ2tGK0d0IOvBw90DpoUSn11HeUk55Szk/FJjrR7kaDnIQZasSOiAuKI6YwBgi/SKJ9o1m9furCQsN47vc7/gm+xubcrFOYyeHYw8TEhTC4m8X4+7mjoebh3XCLhfBFs0WorOiOX30NITB+Cn2z69l0lpfe2c7Uq+tZ0fhDuvIaVZNFmDuLz0zfiaLJy1mdsJsUiJSpGOKsJKwegb1FFYrKipQqVQuzex1Vdew6qy/oiss3QAcXfqxyM7Odrp6z/r163FXu3PtVfbroPdVaGgozc3N1hnTXZWXl9uVUaSnpwP02KWgubnZ7v/Ezc2N+Ph48vLyHH6PVqt1enlQ/DoVagrZmr+Vrflb+aHgB2rVtXAlvHrgVRICE0gMSmTaoGkkBiXi0ebBfbfex3svvcfxY8d54+s3eO+z9xyP7FSCL75kpJtboTmq97Po3i4rLCzMetWlO0cnWY64GlaVSiXe3t5Oa2Qt9u3bh16vt2u6f75ZQrazE36FQoGfnx+NzY2UNpWyaucqiAO/oX7k1efh7+GPv4e/tWtI1+4hJpMJg8mAwWjAYDJQWlMKnmDwNXCi5gRN7U00tzez8+BOGAPt8e3sKNyBn4cf/h7+vLv6XbySvGhKaOLxrY+TVZPFiZoT5DfkW2vnlSghCjQGDX5GP4K9gon0jqRgbwEhYSHccsMtNleZ3JXufPndl2zdvZUlDy7heN5xNp/eTPDgYJo6miguK0aj09AypoVaanlm1zM2HWMs/7aEtmDyNfHlqS9p17fTYTAvMmAwGeBS81WBjWs2mp+IP8GcbXOIOBhh7RubGJSIukUNceAe0PfJpE3tTews2mldwjS9Mh0TJrzV3lw0+CIWpCwgNSGVCVETpHuKcEp+M86g2tpaVCqVwyU6GxoazthqSBaW2aPl5eW/aAnX3lpXGQwG8vLyHF5qN5lMrF+/ntmzZ5+RpUm7zlDtelnTaDQ6XIY1PT0dpVLZ44h1S0uLw96siYmJPYbVviwIIAaeBm0D2wq3kT00G02QhoTXzBNYLK2GqvZVsfuT3TQWN9otDVlbW8t91ffRWN9IaWkpMTExvV6CPHLkCJ6enj0uzuEorFpOcrvvp9PpXPqbstTUulJPGBoa6rQ1nMXu3btRKpXWkdiB4nDmYYiGEs8Sso5mUd1aTXVrNVWtVdbPG+9q5E2vN/nXK/8yf9MfYPZn3RYRGQI8AYtKFnHn03diMBocd09YCg+XPczD/3rY9vYbYVnWMsjqclsMsADu2ngXaqWaoSFDmRA1gQUpC6y19e/+77u8+c6bHG07avO7pFygJGhkEC+/9bLdQ1i/bD0pVSm8eOWLrF27ls2fbmbl4yutJ+15eXkMGTqEt956i7vuuMvud7SlpQU/Pz+WP7+cRx9+1GabwWggNiGWiy+7mGXPLuP2e26nobOBux65y3yVQZPPnpI9fHr8U3P5yh/gjuw7WP7yclIiUkgJT2FMxBhSIlIYHjrc2hWltaOVPSV7rO2k0srTMJgMeLh5MD12OitmrSA1IZULYi6QTirCZRJWz6CGhgaCg4MdvqlptVqHdUO/hGUktL6+/oyUATgbWS0qKqKzs9PhMqfZ2dnk5eWdsUuGlhmqdXV1NsG0rq4Og8FgN3qUkZFBUlJSj/Wlzc3NDpehTUxMtLbC6U5GVn992vXt7C3Zax49LdjK4fLDGE1G3CLcCNAE8Pcb/s6liZcyInQECoWCB358gINtBx2uYd51ZnlFRYXThTC6ysjIYNSoUT1ePek+qSssLIy2tja7k6PmZnPHDlfCqiXsulJPGBcXR3FxMS0tLU5Pnnfv3s3YsWPPyMlnf+mNerKqs9hfup/9Zfs5UHqAk8aTsAhu+vLnlai81d7WriVxgXEUVRYR4R3Bg3c8yGP3PMa0ydNY/MBimtqbaGpvIis3i39/8G8Gxw9m/s3zcVO64aZws/u3sKCQf//r3zx0/0NckHKBdQT1uSefIz0tna+/+9p6zEMZh3juxed46O6HuPPaOxkSPMSmU4pFbVUtERERdu8ParXaYa9Vg8HAgQMHuO2225w+T/n5+WCEYcnDHL7vWBYccDTq7qZ0I8g3iM76TkaFjaJgWwE33XQTj8943Ga/TkMn737xLvcuv5cHn3uQOlUdGVUZ/FjwIx0G88mXUqEkxOungQZttiLyLgAAIABJREFUPQaTAZVSxZSYKTx+0ePMTpjNtNhpeKrkNVX0j4TVM6ihocFhQb7RaESv15+Rep+uuvbl621yRU96G1nNz88HcDg6aVl20FFfvv6whNXuL97OOi2cPHmSUaNG9XjM1tZWh6sJxcXFodFoaGpqsntjbm9vl7A6wBlNRjKrMtmav5Ut+VvYWbQTrV6Lm8KNqYOmsvzi5VyaeCn/c/v/oDQpeWDKAzbf330N+a4sV0gaGhooLy/vsczE4sSJEw5XSeqqe1i1vCbU1dXZnHD2Jaxa6gkdrYLV3bBhw9i1axcHDhzgkkvs68KNRiOHDx/uMSCdDeXN5RwoPcD+0v0cKDvAofJD5g4kQKh3KFNipqDZpSFCEcGbL7xpDajd12+f+upUAgICuDzkcu45fA/X3XEd1w2/zrr9+r9dD1vh3e/ftS6V6sg3Dd/w7/3/Zv7r85k8erL19rIjZYyPHc+k6J9r5Pe+vxd1upq/3vxXhyfFFtXV1Q5Hv729va3/312dPHmSpqYmhz1lLSwLpSQmJjq9T8Bpf1Q/Pz9aWlooLi6moaHBYQmL2k2NR5sH5MKfJ/+Z6NhoDpUdYmv+VjbmbORo5VE6jZ3UtNXg7uZunYCoN+rJqsnCTemGRqchpz6HlIgURoePxtf9zF5lFP/5JKyeQc5anVguu53pCTtdw+ovaSniysgqYLPyisXWrVuJj493+mLZV5YRLcuqUxaOLnV2dHSQk5PDddddhzMmk8npKJJlckVJSYld4LUsiSkGlpLGErbkb7HWnVoago8IHcGdE+5kTuIcZsbPtFnnW2lyPElDr9f3WKcdFBREfX09FRUVXHnllT0+Lp1OR3l5ea8nTt3Datdel47CqiulQ3V1dbi7uztd3rWr0aNHA3Do0CGHYTU3N5empiYmT55st+1M0XZqOVJxxGbUtKSpBDAvUTw+ajx3jL+DqYOmMiVmColB5tcWv0V+zLtjHlMHOQ9vvr6+tLS0WGvZu4evHTt24OHh0WNQBfPlc8AmfBoMBk6fPm13Yr5582YuvPDCHoMqmF/DHA0q+Pr6OiwFSUtLA+jx/6KwsBCVyr6HqkVvo+6WsGpZza97OVVzezNFjUXsq90HF8Kd2+9kf/l+WjtbUaBgbORY7rvgPmYnzGbG4BkEeAag0WnIrMokszqTjKoMMqoy+PDYhzZ9sRODEkmJSGFMuLmMICUihaSgJIdXOYQACatnVENDg8Mz2Kwsc3HTmS4DOFdh1bLuePdSA6PRyI4dO7jhhhvOWEsRR429wfGLbkFBAXq9vtcaQYPB4LBMwPL/4Sistre3D+g1sP9baHQathdut46eZteZuzdE+EQwJ3EOcxLncEniJQzy73sZTE8jq2D+Xayvr6elpaXXlXtqa2sBevxdtNwn/HwVo2vZS1eWsORKWLWcJLvyN2jpmuGsI8Dhw4cBmDhxYq/HcoVlxaGuo6bHqo6hN5qfh/jAeKbHTmfqoKlMHTSVcZHjHF4qrqqqorW11WEpUlfe3t7U1dVZa9kt4RzMLZwaGhpcamxvOVnoGkCLi4tpb2+3tr0D8+tSRkYGzz33XK/HrK2ttXk8FoGBgQ4nvR05cgRvb2+GDh3q9JjFxcUMGjTI6Wu35ffS2ai7r68vVdVVbMzcCNNgZfVKnl/9PEWaIoobi61LlwIwBypaK/jDuD+QmpDKzLiZhHjbXy0M9AxkRtwMZsTNsN5mNBkp0hTZBNjM6ky+Pv21uR4W8FJ5MSp8lE2AHRM+hjCfgdM+TZw/ElbPoIaGBodvVpb2SK6sgNMX5zKsRkdH2zXiPn36NA0NDf1eXtURy+zn7pfFLI2ru77oWiZH9fQGptVqARyGVctoREVFhc3tBoMBo9Fo141AnH0dhg72l+5nS94WthZs5WDZQYwmIz5qH3Nbm4mLmZM0h1Fho37xCZLBYOgxrAYEBFjf7HurB7X8fiYnJ/e4X/eRVUeN7MHcOg1wabTUUivvCks5Q3FxscPtmZmZqNVqhys3uaJB28DBsoPWYHqg7AD1WvNz4+vuywUxF/DI9Eeso6YRvq4t32kpRertCo6Pjw+tra0cP36cIUOG2Pzdv/nmmwDMnz+/1/uznCx0ff4tr+Ndw6NlNStXOifU1dU5DI1BQUH/n733DI+rOte/fzOjXkYalVEvltWbm1xxw4ViAsEE/gESIIQSAhzKCQeSQzghbw4xCYQ0CCQkB+w0CLEJ2BQDDrhgG3c1y1az1XvXSBqNZvb7YVjbU/YU25ILzH1duiTt2bN2W3utez3lfqzFIhwWT2VlZRQVFbm1/jc1Nbk1gihJTkmSxIn+E+xu2k1leiUnMk9QPl4Ol8Pfq/5OWmQaaRFpXJJyifz3v9b/i7dffVuWmTpdqFVqpummMU03jWtyTqnGjJpGOdp11I7EbqnewitHXpH3iQ+Ld7LC5sXk2elm+/DFh4+sTiKGhoYUY8zExDCVZPVsxJo9kdXW1lZFN9OePXsAJpWsCkuG0DkUEGTANsxCkFV3E5iY9JXIqnDJOWZHG41GAB9ZPQeQJImKzgrZcrq9YTsjphHUKjXzkubx+JLHWZWxigXJCyY9c9hTGEBERATHjx8HvCOrKpXK4zvuaFkVizPHsBeDwQB4R1b7+/u9krgC63ugVqvlxBtHVFRUkJOTo1ghyhEms4nyznKr1fRzd/7xHuv9UqGiQF/A2ty1stU0LybvjN28Qqfa0/0NCQlhZGSEqqoqJ6m99957D4Bvf/vbHo+ndP8FYbZdHO/cuZOQkBCPlmij0YjBYFBcVIhtDQ0NdnkBFRUVbkOcwDp2udOY7u3tJSAkgMPdh9lzZA+7m3ezu2m3HD7jr/VH3agm80QmcYNx7Ppgl2I7H/V/RIS/d33sdBDsH8ycxDnMSbS/fx3DHU5W2Of3PY/RbB2bNSoNOTE5TlbY1IhUX+GALyh8ZHUS4So2UriwpyoMwN/f36tJzRUsFqsbxh1ZVbJe7tu3j4iICLduqtNFYGAgfn5+imQ1JCTEjkCePHmS4OBgty5aYVlVij8NCgoiMjLSaeJ2lBfyYXLRMtgik9OP6j+iw2BNnsuJzuH2mbezKmMVy9OXu6zYNFmwWCxuyaqI5wPPYuj9/f0kJiZ6jHN2RVbPxrLa399/WsmbQUFBdiU2bVFZWcm8efMUP2sebLZz5x9oPcDohPX90ofqWZC8gFtn3MqC5AWUJJbYxQ2fLZqarDGtnsbQoKAgRkdH6ejocJLaO3bsGDqdzquktZGREfz8/OxIe319PUFBQXa5B5999hklJSUeyb1YjAhLui2EtbWpqUkmq93d3XR3d7vUtgbrQq+1tVUxDtYiWfig7gP+rv47498bZ8mrVpd8ZlQmV2RewaLkRSxKWcTL615m/ab1DAQOcOm1rq3DQ0NDky696A5xYXHEhcWxKuNUwuKEZYKanhqZxJZ3lvNZy2e8Xvm6vE9EYARFcUV2JLZQXzipfdGH8wMfWZ0kmM1mRkdHFV9o4Uo8G+F+JYgVpFarPavVpCCrtpZaW7S2trJkyRKn7aWlpcyYMcPl984EKpVKTpKwxcDAgNNAL1xg7q59bGwMwKVmamxsrJy8JeCuZrwPp49B46Acd/pR/UdUdVcBEBsSy6qMVXLcaWqEcjWhqYLZbHbbd8PCwmQLmyc3++DgoMtqSI7HhFMLQ+FJcAx7EWTVG63fwcHB00pwDAsLU8w+NxqNNDQ0cMsttzBiGuFg60GZmO5t3kvLkDWuMkATwOyE2dw9527ZapoWkTalFq2mpiYiIiI8JjEFBwczOjrKxMSEXUhGd3c3o6Ojbgs22GJkZMTJG9PY2EhKSorcZ0wmE4cPH3aqZqUEsRhRIqvCam8bjiQs+rbxsY4wGAxOlfYGxgZ49cirvLD/BWp6awjUBBJVE8UrT77CguQF6EPtw8XCQqx9fHBwUFHtRcCd1Nm5gp/aj7zYPPJi8/h/Bf9P3j5oHKSis8LOCvvX8r/y4oEX5X3SI9OdrLBZ0Vm+IgQXEXxPapIgJjWlF1okC51NXKkSxKDpaQD3BHdkdWJigt7eXqdzt1gslJeXe+VSO13YkgQBUabSFq5qXttCuPRdWbx8ZHXyYTKb+KzlM9l6+lnzZ5glM8F+wSxNW8ods+5gVcYqiuKKzms5RYvF4pashoaGypZ5JZUPWwwMDHiVQe9oWQ0ICCAgIMBpceZpkWULIfzuLbQRWrqGuqjpqZHF9DsNnRxtOIpljYX1Qet5at1TsgRRhi6DpWlLZWI6I27GOY8XbG1t9UrrNigoSL53tgT+tddeA7yLLQXloiCO8aHHjh3DaDR6JWsmyKpSuIYgq0KeD6yqDOA+Ht+2YmJlZyUv7H+BDaUbMJgMLExeyJPLn+T/Hvk/hgeG7eJEbREcHCwvoNwZU0ZGRs7KezeV0AZqWZSyyK4ssSRJNA402llhyzrKeLfmXblfB2oCFRO6vI2j9uHcwkdWJwlK2aMCAwMDqFSqSbVAwinL6tmueN2RVaXEJrBaGQwGg2J269lCJEnYYmBgwMl919LS4lT32xFi4nIVfxodHS1Lcwn4yOrpQZIkqrqr5KSoT05+wvD4MGqVmpLEEh675DFWT1/NwuSFF1RShKcwgNDQULkvKFnEbDE0NOQVmVKKD1eydAqS7E3c9ODQIAFhAdT31dNl6KLT0EnXyOe/DV10jnTK2zsNnbTe1Iqklsh+XiF8Jx9iw2L5ZsE3WZC8gHlJ85yscecDHR0dHhUZwHq/JMlajcpWau+TTz4BYO3atV4db2xszImstrS0sHTpUvl/IffkWAJaCe50c8XYaqsIcfLkSVQqlVsCWd1SDXnwy95fUvZiGYGaQG4quon7594vx4D+dvC3bhcytv3L3cJ/ZGTE4ztwIUGlUlmTwyLT+Er2V+TtYxNjHOs+ZmeF3Vq3lfWl6+V99KF6JwKbH5tPsL+vouH5hI+sThIEuVJK5BkeHnabdXymmGzLqpIbT4QwOMbEiZX/ZMarCghXni0c3VCSJLkU2baFiD91NenrdDpKS0vttgnrl4+sukbrUCvb6rfJcadtw1YXZmZUJrcU38KqjFVcmn4pumD3FsnzCU9hACEhIUiShJ+fn8dYVJPJ5JWOshJZtbXgCrjyCEiSRF1fHQdbD3Kg9QAH2w4yfN8wLwa9yIu/eRFHhPqHEhsaiz5UT5I2iZnxM9n+7nbqy+v57dO/JTspG32oHn2onn/97V/cd899vNn05llVxJsKdHR0eCWnJd5zlUplt3iorKxEpVIxc+ZMr47nqLMsSRIdHR12z7iqqgq1Wu3WVS/gTjdXWFZt44gbGhpISEiQr2fcPM7BoYOwBm7fcTsN7zfQPdINX4cOUwfrVq7jztl3EhNib1QYGhpyWzDG9hrdPXPHcIOLFUF+QcyMn8nMePt+0GXoOmWF7SinrLOMFw+8yNiE1dihVqnJjs6WSaz4nRaZdl69Q18m+MjqJMGdu9loNE4JWRXk8mxr2AtLhBJZFSEMjjF73ripzhSuyKptRvbw8DBjY2Meyap4Lq6SpSIjI50ysYU1bSqe2cWKIeMQ2xu2y3GnQsImOjiaVRmr5J/0yPTze6KnAU9hAOK9CgsL8yoe05swHyWyKjLYbSEWWU3DTRyqPWQlp20HONR2iP4xa38N0ARQrC+Gcrh8/uXcePWNxIbEyuQzNjSWEH/nxfNtm26jfk89c/znsHD6Qnl7e0s7arX6giQlPT09XimeiPdcr9fbLTZbW1vRarVee7eMRqPdAndwcBCj0Whn3a2pqSE9Pd2rREx36g7CsmprXW9paSExJZH3a9/nH5X/4M1jb1qf+wwwW8yszV3LaOMof/nFX/hoy0cU5it7uAwGg1vPm+01urNcK1mav0iIDY1lxbQVrJi2Qt5mtpip66uzI7AH2w7yxtE35H3CA8Ip1BfaWWGL4oqmPDn0ywjfbDxJcCd3ND4+fkGTVXdhACIr3zHW6sSJEwQGBrqsnHI2UCKrjiVTPYldC3hy6UdGRjI4OGhHXDyVn/0yYMIywb6WfXLc6d7mvUxYJgjyC2JJ6hJunXErqzNWMyN+xkVrWfBEVsXCU8lbogRvyJTtuzY8PkxNTw1jmWOUh5Xz6IeP0mnopMPQwRHpCDwGWc9bk4QCNAEUxxVzY8GNVqmfhDkU6AsYGRpB9x0dl6+8nG/N/JZX5ylIdVNTEwsXniKrra2txMXFXXD93mw209/f75WWrHjPHZ/F8PCw2wQiR4yPj9uRUOGit223rq7O6zbded6ioqIgAJommni94nWO9xzns+TPGJ03ypV/vRJtoJZrc68lqT+JdXeuY8PhDRQVFfHSSy/xlxN/ISbK9RiolChmC3GN4eHhbr0HX8by0xq1huzobLKjs7k+/3p5+5BxiMquSjsS+3rl6/z+4O/lfVIjUp2ssNnR2fhrfN66M8WFNSpdxHAXG2kymaZUs/NsJZaEZfV0yKqQTJnsOFyw3kPHGD7Hlb2whnpKfPFEVoXVYWRkRP7bk+7sFxGSJHG857gcd/rxiY8ZGh9ChYrZCbN5ZOEjrMpYxSWplyhWGLoYIUmS2/4r3llvJ2lBpiRJome0h/bhdtqH22kbapP/PlB/AL4Fa7atoftd64KLz/Oyaj+rJS7UKtkTbAnG77gfv/vh75iTOIdCfaGizmzvWO9pnSOcCukRCz6Brq6uSU8CnQwMDg4iSZLHdx2cy9iC9TotFstpqbGYTCa7MUO46G3bbW5uZsaMGV61Nzo6CoFQM1zDnso91PbWUttbS01vDTXdNfDf8Amf8MnGT1ChQqVTkTGewS+++Qsum34ZQX5BbNy4Ecyn2hRjszspLm/Jqqd4VF9Fv1MIDwyXkw0FJEmiZajFjsCWdZSxtW6rXK0tQBNAXkyenRW2OK6Y+LB4nzasF/CR1UmCO8vqxMTEWceVKkF08LNd8bqLWRUDouP5uyoUMBkICAiQ3aACjjFk7nQLbeEp/lRYa23dZV8Wstox3GF165+wuvabB5sBa/b3TYU3sXr6ai5Nv1SxpOIXARaLxe0kISZn2343bh6ndaiVlsEWmgebrXJOlwM6uHv/3fTv7adjuAOTxeTUXoh/CFqVFlSwSL+IBVkLyI7OZt1/rSNwNJBd23bJ5/Pggw+y/uP13PXmXW6vwZPahRIE4XLUWu3p6TktvdZzBW9ImYB4z20X1wcPHgQ4LcuqyWSyI2divBHtmkwmOjo63MZ5mi1m9rXss1Zk6n8FfgAr/7FS/jwhLIGs6CzWZK/hlWdfIS8uj9dfeJ3puuloQ7Tc8OgNLrP4wRo2oFKp3HrWHMdNRwgruqd7Oz4+7iuS4gYqlYpkbTLJ2mTWZK2Rt4+bx+WELkFit53Yxp/L/izvExMS42SFLdAXKIbwfJnhI6uTBE9kdSpWpWJiO9tBxF3MqqtypR0dHVOSXAVWkiDup8DY2JhTDBl4HmQFWXVFPG3JqoAn3dmLFYZxAzsadshJUeWd1mxmXZCOlRkrWZ2xmlUZq8jQea/ZeTFDkiS7Pj9hmaBtqI3mwWaaB5v5cOhDuAKa0pqY/fvZNA820zXS5dxQCdAL0aHRlMSUEB8aT0J4AvFh8cSHxZMQZv07PDCcN998k+v++zp+/MCP5WSfP0z8gYGRAftzcSi96QqeYrKVIAipiEcX6OnpmRJ1j7OFO6UVR4h7ZruvKJN6Olq0JpPJLuxISIuJ8aanpwdJkpziPPvH+vmg7gO2VG/hvdr36B7pRqPSkCKlwDb4x+/+QU5sDtN10wkNONX+K9e+QsQCq6D90NAQZrPZY9jD6OgoISEhLhdcFouFiYkJt/ODIPeeFGXGx8d9CadnABG+UxxXbLe9Z6SH8s5yK4HtKKOss4yXD73MiMkau65CRWZUppMVdppu2kUbdnW28JHVSYI7C54kSVPyogtSdbZte0NWHVfv/f39XrnlzgR+fn6ydVPAMYbM2wo/nqykYiC3JceeKnpdLJiwTHCw9aBMTnc37cZkMRGoCWRx6mLWrVzHqoxVzIqfdcZlMC82SJJE02AT+1v2U51azaDfIPP/OJ/mwWbah9uxSBb7L8yGidEJEsMTmZs4lyRtEsnaZJLCk0jSJpEUnkRUiJVUvNn7psd3QinkRqm/m81mr/rfmcisCcLlmNTlqlz0+Ya7ksmOEPfMdt8TJ04Ap2dZdVwsCLIqSJ0IoYiKiuJY9zHeqX6HLTVb2NmwE7NkJio4ijVZa7gq6youn345z/30OZ7a9RTXF1zvklwKb5LQZPX0LEZGRtxaVb2pxCful6e8B28XTz54h+iQaJanL2d5+nJ5m0WyUN9X7xRKsKlqExLWcSPUP1RO6JKtsXFFRAV7jue+2OHrfZMEMdkoWeMkSZoS4iMmvslqW2kQdRWLOzAw4HU98tOFn5+fTP7Bep2OMWTeVvg5G7J6sVlWJUmiprdGTor6+MTHDBitE9+s+Fk8tOAhVmes5pLUS740LqaO4Q56onsYCh/iqr9dxf6W/bJ1VJWoImgkiIjACAqmF8huPPFTsbuCb1z3DYrmFbHluS0ej+UNmVIKuXHs7+A9WT2TZEBBuJSSGM93lSIlnE6BBAFb17dIjjodOS5HDd7R0VFQQa+5l3+f+DfvV74PV8J/nvxPWl9oBaBIX8SjlzzKVVlXsSB5gd0C0GQy4efn55KoqlQq+Vm6KzBjC0fFAkd4I8EnrtGTd87b/ujDmUOtUpMZlUlmVCbX5V0nbzeMG6jsqrSzwm6s2sjLh16W90kKT7IjsMVxxeTE5CjGuV+s8JHVSYI7a5ynRI6zPebZti1IrxLGx8fRaDR2x5Ak6bSr5pwONBqN3eQtrtN2QhYTmKdYPU/3SFgdbGNk3cXwXmjoNHSyrX6bHHvaONAIQFpEGjfk38CqjFWsmLaC2FDPmeoXO/pG+zjQeoD9rfvl382DzVAMSBA+EM5V2VcxN3GutVjBtx5jfGScD575QLG95kBrDK+375c3rnglL4Zjf4epJavivRXvkIDBYPBa+eBcwlNhD1uI+2H7LERsrju9UUeYzWZUahUHWg/wQd0HvNL5CjwO81+bf2qn2ZAWlsbjKx7nqqyrSIt0ncBlNps9Wr/FuOPKm+UIR2+TIzyFQMGpvu2p7/rI6vlDaEAo85LmMS9pnrxNkiTahtvsrLDlHeV8VP+RHC/vr/YnNybXicQmhideFHObI3xkdZLgzrIKUyODdC4sq0qDlHA9TlV2qEqlsiPQSgsBbydpdyEOtm2KYziex4WGEdMIOxt2ytbT0g5rQYPIoEhWTFvBDxb/gFUZq5ium35Bnv9kYcg4xOH2w+xv2c+BtgPsb9lPXV+d/HlWVBZLUpcwN3EuG57eQNhwGDu37bRrQyNp3N4j8S57Q1bVavVp3W/bfdVqtVP/c4yndQV3Sh6uIEiTkvfiQsz4Ph1CLsZh2+sQ5M+dzJ2obFTZWcnRrqPUz6/naOxRtrxstagnq5NhH/z6iV9TmFRIzb4a7rnpHn536HdeFRrwVIDC1rLqLv/BFhMTE24JsDeJouKcPM0hU2Vw8eHMoFKpSAxPJDE8kSsyr5C3m8wmjvcct7PC7mjYwV/L/yrvowvSORHYAn0BYQEXnlfFFip3VjXA7YdTheQ7k2mnnczMTOLj45EkidLSUhISEoiLi8NisVBWVkZiYiJ6vZ6JiQkqKipITk4mJiYGk8lEZWUlKSkpREdHMz4+ztGjR0lNTSUqKgqj0UhVVRVpaWnodDrGxsY4duwY6enpREZGMjIyQnV1NRkZGWi1WgwGAzU1NUyfPp3w8HCGh4epra0lMzNTLpV47NgxRkZGmDt3LhMTE9TX15OdnU1ISAjbt29HrVYzd+5cgoKC6Ovro6Ghgby8PAIDA+nt7aWxsZH8/HwCAgLo6emhqamJgoIC/P396e7uprm5mcLCQvz8/Ojs7JSlo44dO4ZOp8NisTBjxgxUKhXt7e20t7fLg2hbWxudnZ2yzEprayvdPd0UF1mDvisqKujp6WHx4sVoNBqampoYHBykoKCAuvo6mpubiY2JJT8/H4ATJ0/Q2NBIRkYGKSkpnDx5kjHjGLk5uQDUn6hnwjQhJ2DV1dVhsVjIyrJqRjoWFKipqUGtVssxZfv27cM4bmTJ4iWAtQZ3R0cH06ZNIzU1laqqKkwTJvp6+7jkkkuorq4mLCyM1NRUwFqtRqvVkpKSQnt7O8ePHyctLU0uv1hWXkZMdAyJiYn09fVRVlZGSkqKnIBx8OBBhoeHKS4uJjIy8rz2veHhYY6dOEZEXAQjlhEGjANISKhQoQ3UEqoOZaBjgNxpuYSFhTE4OGjX9/r7+zl58iS5ubmT2veKi4tRq9V0dHTQ1tZ2xn2vubmZ/v5+ObHHtu+Btazv0PAQKdNTGDIO0dbXxphlDLP6VIynWlITFRpFeEA4w73DqE1qcrNz5b7X2dlJcHAwM2fOtOt7paWlGEYMxOnj5L5XXV2Nn78fGdMy6O3tpby8nIDAABYusOqRVlVVERISIssgHT16lK4ua1jBsmXL7PqeeLciIyNlF/SBgwcwDBsoKSkhNDSU0tJSJiYmsFgszJ07lyNHjhAfH09/fz/9/f0EBQW57XulpaUMDw9TWFiIVqv1qu85jhvp6elERESwY8cOAoMCyc/L93rcq6urIysri9DQ0Cnre4mJiVRVVTFt2jR6e3vd9r3GxkZGR0dJTU0lKCiIzs5OJEliYGCAzMxMunu7mZ4zHYPJQHtPO4ZxA37BfoxOnAqJUKGCCVCb1ISoQijMLKSjtYP6+npiY63jYFdXF0ePHiU6JprCgkKP415tXS2tLVYFFaVxb/v27Wg0GhKTEomJjuHw4cPodDq0Wq08bh05coSBgQG57+zduxeLxcKiRYucxj2AsrIy+vr6yMzMJCkpyW7cAygtLSU0NJSWlhZ57IpnkWVmAAAgAElEQVSPj1ecc7dv305gYCAZGRkXzJx7Lvre+Rz3hoeH5Tm3oaGBkZER8vLyAE57zq2urcakMhGpj8QwbqB7sJsJ1QSS6hTF85P8iAiJYLB/EP9xf9qeakMbeF5i2BVX6T7L6rnCFBi5PCw0Jukgnw/eDtvgPFseL4RzmAJIkoRZbabb2E1TVxN9o32YtWYMowZC/UPRB+kZ6hoiOy2biPAIhoaGMJgNX5j7IEkSE2prVv7Q+BA9Ug/jIeN0t1sTWtSo8ZP8SI5IJjwwnP6OfkxGE7npnw/avfVMMOHuEF5D3FOn/q+489kd62zf5TOx6krnxxZxTjDBBCOWEYwBRswqMwRAw0QDpnATB9sOyvtp1BpCA0LRh+oZHRxl3DBOUW4Rhw4eQpIkgkKDFOP+pnLsPSfj+pngizHEfCmhRk2gFEhS+OcliHvBrDajjdUyYBygd7gXs8pMz2gPBIIp0ERpRylLUpec3xO3hSRJ7n7OC5YtWyYtW7bsfB3+jPD3v/9dAqSjR486faZSqaQZM2ZM+jFff/11CZAefPDBs2rnF7/4hQRIAwMDTp898sgjUnBwsN02g8EgAdLPfvazszquK3z729+WkpKS5P+NRqMESE899ZS87bnnnpMAqb+/321bf/rTnyRAOnnypOLnW7dulQDp008/lbd9+umnEiBt3br1LK/EO3QZuqTXK16X7nzrTin9V+kSTyLxJFLyc8nS7f+6Xfpb2d+k9qH2c3Iu5xIT5gnpaOdRaf2R9dJ/vPsf0oI/LpCC/jdIvv7IpyOlVRtWST/46AfSpqObpMb+RslisZz2cVyNJytXrpQuueQSl997//33JUBavHix2/YBSaPReHUu//jHPyRAqqiokLfdcMMNUl5ent1+t912m5SamuqxvX379kmAtGXLFq+OL0mSVFtbKwHS2rVr5W1ms1kCpB//+Mdet3OusHnzZgmQ9u3bZ7fdYrFITQNN0vs170vPfvqsdPu/bpfSn0qXeBy5D/Ekkup/VBL3IV332nXS//z7f6TXK16XKjoqJOOE0eUxi4uLpa9+9avy/88884wESENDQ5IkSdIbb7whAVJ5eblX1/DQQw9J4eHhLj9Xq9VSbm6uJEmStHv3bgmQ3n//fbt9/vnPf0qAVFZWJkmSJH3961+XcnJyXLbZ1dUlAdJvf/tbl/u89957EiBdd911LvexWCwSID355JMu9/HhwkWXoUv6d/2/pV/v/bV0x1t3SHP/MFcKeSpEfj/UP1ZL2b/Nlq7/x/XS//fJ/yflXZ8nFVxXIE2YJ87XKSvyUZ9ldZLgLvYRcJKmmQyIGCJXxzxdSAoreo1G43TuIk7KUbh/siA5xOuJv22vU9xvx8QUR3iyOHmKNZ4KjJpG2dW4S06KOtx2GAkJbaCWFdNW8MjCR1g9fTVZUVlfKIvpif4T1hjTz5OfDrYdZHjcKgkU6h/K7ITZ3FtyL3OTrAlQ5zvuVvQ3b96vs3kHlcq+OsZtu4LSu+EJ4r21jVMUMbee3qfzAY1GAyGwv2s/ez/bS0VnBZVdlVR0VshqFwBxoXFEqaPgAFw+53Ieu/MxpkdN59vXf5ttH21j/dPrvVY7cLz/4vmI8ULEz4r4/dNtzxG2Y554Lp7aVqvVbueV0+kbk9WOD+cPxgnjqQIEnZ/HrHaU0TbcJu8TExJDcVwxd8++m6I4a8xqfmy+nTrMth9tA7jg5Ax9ZHWS4DiYOWIqyepUtC2gRFaFBIujcP9kwXHyViLl3k4WngZaJbI62YOzRbJwuO2wnBS1q3EXRrMRf7U/C1MW8uPlP2b19NWUJJbgp774X0lJkmgdamV/6345AepA6wF6R61Z2YGaQGbGz+S2GbfJmfm5MbnnZXD0RCDAu34gVv/ekmvb4ypV0lJKulLCmSxYxTvjmLDk7+8/Ze/06aJpoIntDdvZfnI771W9B4/CffvvAyAqOIpCfSE3F91Mob6QgtgCCvQFxITEsGHDBm7behsFBQVcOu1SAMLDrOoHXV1dXpNVtVpt94xEspMg+kI1wVGr1hWUtHSV9oFTCieenoWS5JktBOl1d1zRb7xZ9PvI6oUBSZJoHmx2IqXHe47blXYtiC1g9fTVFOuLZWIaFxp30RpALv6Z8QKBp6zyC9my6q7zBgYGYjab7VQBVCoVWq1WriI12TCbzXYTqUZjzdq2JaZC1sVRfscRnu6RmHxsM2/Fd7yxbLnCib4Tshj/thPbZKJWqC/k3rn3sipjFUvTll7wGZjeoMvQ5SQZ1T7cDoBGpaEorojrcq+TLaau6tyfa3iydol31tv3a2xszKPckFLfUsrq9pasivfkdMYXURHKUfYtLCzMa/I1mZAkiZP9J63k9HOCeqLfKuQfGRRJQVgBLW+38LOHf8Ytl9/itpa6uB+2Xh9RkrmlpYVp06Z5dU6OVksxPojxRsh/iXvpCUryZErHhFPPxVEH1xGBgYFuvVtKqg+OENfoyUumZLTwYeoxZByiorPCjpiWd5bTP9Yv75MWkUZRXBFfzfmqXCQgKyoLf80Xq+KYj6xOEtxZOaeKrIoBe7LaVpq4bUmhbbWoiIgIudLKZEOpWoq/v78dWRWWDU8DuqfwDCWZmDOxrPaOWsXChfW0vq8egMTwRK7OvppVGatYOW0lCeHeaz1eiBgYG+Bg20E7yaiGgQbAmoiUG5PL6ozVssV0ZvxMgv29F3M/l/BEVsUk761r3FNFIXFMsO9bSv3dW3Igvnc67nuxyHQ817CwMLlS01RCkiRqe2vtyGnTYBMA0cHRLE1byoPzH2RZ+jKK9EUcPnSYuffPJf8H+V6/P7akW6/XA9aMa2/heP/FvRLjjahU5liy1hXE+OXK+i5JklOpWE9EODAw0O1i3Rvvk7jGs7Xi+nB2MFvM1PbWylZSQUzFog0gPCCc4rhibiy4UZacKtQXEhE0NcV5LjT4yOokQaxilQYGtVrtdWzT6UAMemcbOypnBytM3GKV70hWdTqdLLY92ZiYmHDS/QsICLAbUAVZFdVeXMFTbKuS4Lg3FuuxiTF2N+3mw7oP+ejERxxsPYiERHhAOMvTl/PQ/IdYlbGK3Jjci9btYhg3cKT9iJ3FtLqnWv48Q5fB/OT53D/vfuYmzmVWwqzzJXVyRvBEVsU76+0kbTAYiI6O9nhMsH/XRHUjW3hLDs4kflyQIMdSxeHh4VOyAJUkiWPdx+zIqYij04fqWZa2jMfSHmNZ+jLyY/Odap+L8/SGSDtWgQJkSbqamhqvz9nx/jsSSKHZKsqueoLQfXWnZSu2i8qAnp5FcHCw28W6N31DkFVPi34fWZ08dBo6ZR1UQUoruyoZm7DORWqVmpzoHOYmzeWOWXfI1tK0iLSLdi6ZDPjI6iRBqWyngJ+f35QkI4kJz5Mr3BPcub1tJwrbiTg+Pp729vazOq4rjI+POwliBwUF2d1bbwd0T25SpdKGSrFeFslCaXupbDnd2biTsYkx/NR+LEhewI+W/YjV060WxYvR/WKcMFLeWW6XAFXZVYlFshL2pPAkShJLuLX4VuYmzWVOwhyiQ9wTswsdnsiqeGe9fXe9CYtReteUymZ6Sw7cjTuuIMqPRkXZ1xOPjo6WPzsbWCQLlZ2VMjnd0bCDTkMnYPU0LE9fzrK0ZSxLX0ZOdI7HCfh0XO7intnuK7Qp6+vrvb4GR0+OOAfxjHU6HRqNxusx0Dbm1ZGsiv4ltgcHBxMYGOjRahsSEsLo6Khigh5Y+5qnOGSl+6WEgICAKTG4fJExNjFGVVeVk7W0w9Ah7xMXGkdxXDH3ltwrW0vzYvMI8nNfmfHLCB9ZnSS4C4qfarI6WZZVJUuiq4kiMTGRioqKszquKxiNRqcBPSgoyI6Uizi0/v5+3MGTm1RYa2ytTIKsto+288dDf5TjTrtHrFaU/Nh87p59N6unr2ZZ2jLCA6em7OxUYcIyQVVXlV0CVFlHGeNmaz+KDo5mbtJcrs29VnbnX+zhC0pwTKJxhHiXvSWC3riElaz2RqNRdisLOJIlV/A2GccWwiPiaAWOiYnh+PHjXrcjYLaYKesok8npzoadVr1GIDUilcunXy6T0zNReHAkiu4g7pntuDB79mwATpw4ofgdJfj7+9uFEojnI9rVaDQkJibS3NzsVXu2YQSOSV6OYRkqlYqYmBiPVltxXwwGg8vS10FBQW6tpuJ+eUNWL5TkuwsNkiTRMNDgZC2t7qnGLFkNHkF+QRTEFrAma41cOaoorgh9qP48n/3FAx9ZnSS4s3B4O/GcLibLsuouDECrtbp1HSeKxMRE2tvbFePtzhZKliZHl5cgq54IglLChS2Gh4dBA/VD9VTWV1LZVcmeuj3wAHy3+rtQDfFh8VyZeaUcd5qkTTqbyzunsEgWantr2d+yX3bnH24/zIjJOhFrA7XMSZjDQ/MfkhOgvizuJk/SP6LPeHKRCnhDVpUWhmNjY079PSAgwKtFqLfJOLYQJCg2NtZue2xsLDt27PD4/QnLBIfbDtuRUyEhlaHL4Jqca2Rymh6Z7vV5uYJWq0Wj0Xh1f8U4axuiFBYWJlfm8xb+/v5291+QVVvLc2pqKg0NDV61J4ioUgKbaFOENoE1zrajo8NpX1vYjs2uyGpoaKjbpDlxjZ5CugIDA31kFWvMvkh4EsS0vLOcQeOp+XFa5DSK44q5Pv96mZhmRmVecFJQFxt8ZHWS4JgtaouAgIApzbKdrDAAJcuqGBAdLZgZGRmYzWYaGhrkUpWThdHRUdnNLxAWFmYXhyZixkSpS1cQz8VxsdA40Mimqk38n/R/8N9Q9FIRYI0XSg1LhQ74ZvY3+f4N3yc/Nv+iIG+SJNE40GhnMT3YelAmEsF+wcxKmMVds++SLaZZ0VlOMYJfFniyrIr3ytt3t7Oz0+M+SiEmo6OjTvGjAQEBmM1mly5eAcfEn9M5T1EyViA5OZnu7m6nxaLJbOJA6wGZnH7a+ClD41ZLXFZUFjfk38Cy9GUsS1tGSkSK1+fhLVQqFTqdzqsQBfGeOz4LrVbr1fMRcLQkKsWoTp8+nW3btnnVnni+Sn1JtGlLOBMTE2ltbXXbpq13KSlJeQEdEhLiNq7fdkE2PDzsUtrLMQzri44JywTVPdVO1lKRTApWpYoifRG3FN8ik9JCfeFF52m7WOAjq5ME20Qkpc+mIjhdTLRnS4TdxawKV6HjylvUt66trZ10sjo2NkZ8fLzdttDQULsEi5CQEMLCwjxOQCKcYHx8nOqeajYe3cimY5s40HoAgEgpkoiqCF544gUK9AXkxuTS2tjK9O9NZ/Wa1RToCyb12iYT7cPtdhbTA60H6Bqxknd/tT/FccXcVHiTbDHNj83/Qui4ThY8yUOJ92poaMgrDVVPljBQJqsjIyN2VjWw99S4Uxjw9/d3cll7giB9oua8gCA8J5pO0OXfJZPT3U27ZUt8Xkwe3yj6hkxOz1V4SExMjMeFKdhbCkdHR+V7l5qaSmlpqdeeIEdyFhoaSmhoqN0zzs7OZsOGDW5Jnu33QTkhVDwPYRgA68Lhs88+c9umN4oEoaGhbsmq7TW2t7fL47ojPIUTXKyQJIkOQ4dMSss6yyjvKOdo11GMZuu98VP7kROdw6KURdxTco9MTJO1yReFEeOLAt/MNUkQg5XSwBAeHj4l0lViovVW688V3FlWXWW9ZmVlAXD8+HEuv/zyszq+I5QkgMLDw50mq7i4OJcEQcQRfdb/GayA2/ffTsMO66p4XtI8frbqZ6zNXctDtz5Ee3s73yj+hvzd061Ocy7QM9LjJBnVMtQCWK3BBbEFfCX7K7LFtDiumEC/QA+tfrnhDVkVSVgGg8EtIQkMDPQq2UaJrBoMBqf+7i1ZBevC7XQkp8S7HBUVJb8n+1v2s9W8FW6DGX+fwbjFSvqK9EV8e+a3WZa+jKVpS89bjJ27d90WtuSrublZHqdmzJhBaWkpO3bsYMWKFR7bcYyRB2tSaVvbqWpA+fn5ABw9epR58+a5bc9dkphSwltaWhrd3d0YDAYnq7uA2N+dxTk8PNzt/GB7jc3NzS7JqkjmupgxahqlsqvSiZiKBT5YEwCL9EWsylglk9LcmFzfWHoBwEdWJwliIlOaNCIiIpAkadLjO4UldCrJamRkJGq12omsxsfHExUVRXl5+VkdWwlKA7RWq6Wurs5uW1JSEs3NzYyYRqjorKC0vZTSjlI5nkguxbgYwtRh/OaK33Bt7rV2rsru7m6ZkAu4kyE7FxgyDnGo7ZCdZJTQbQXIjs5mWfoymZjOip9FaIDyhOaDa3iKWTUYDLI7uL+/3y1Z1Wq1tLS0eDymI1mVJImhoSGnmEN3nhpHeCIkAiOmEWp6amjSNqFaqeKKv1zBgdYDcjKUv9ofAmBp8FLu+8p9LEldcsEoPsTFxXH48GGP+xmNRlkj9cSJEzJZveyyy9iwYQNvvfXWGZPV5ORku2dcVGQNHSovL/dIVl3F/sOpxYNtwpuwep84cYLCwkLFNkXMsTuLs1ardZuoZXuNjY2NLvcLCQk5LwUjzgQWycLJ/pNOpLSmt0ZWNwnxD6FQX8g1OddYk530RRTFFRETEuOhdR/OF3xkdZIg3HhKZFWsgFtbW0lNTZ20Y54Ly6parSY2NtbJqqFSqWRrxWRjeHjYiayKIgSSJFHVXcWuxl00ljTSIrUQ9tMwJKzEPSwgjOK4Ym4uupkZcTOIGIvgppU38cSGJ/j6/K87Haurq0ue0ATOJVkdNY1S2lFqZzE91n1Mvp60iDRKEku4e/bdlCSWMCdxDpFBkVN+Xl8GaDQat5bV4eFhQkJCMBqN9PX1kZyc7HJfrVbrVQKPI1k1Go2YzWYnsno6sai2ZNUiWWgaaOJ4z3GOdx+nuqfa+nfPcRoHPicjywCLNYzk2txrKUkssYaJROcTGR7JnP+cw7W513o87rlEUlISW7Zs8RiOIZLVRkZG7Ba3a9euBWDXrl1eHS84ONiJnCUnJ9t9PyMjA61Wy8GDB7njjjvctidi8JXIqghlSkg4FVIhxqTq6mqPZNWdxTkyMtJpkW+L0dFROQH45MmTLvcLCQnxWlP2XKJvtM+a5GRDTCs6Kxget87DKlRMj5pOkb6IGwtvlIlphi7Dl/B0kcFHVicJarXaKa5SQKyYGxsbp4ysnk5dcke4q74F1mB/W/eXwIwZM3jppZcwmUxO5SLPFJIkyTFgZouZur46KjorqIyppGtlF7HPxMqWoJDwECaqJ/jhV37IrIRZzIifQXpkul3C0IkTJ2Dc9aTf2dnplBV9JkLr3sBkNlHRWWFnMa3orJDrOceFxjE3aS43Ft4oEwiftMnUwZNlVSya+vr6PGZLR0REeJUZ7iilJkimo9XWmwpto6ZR9rXsY2jWELuidjHjpRnU9NQwOnHqO+EB4eTE5LAkdQk50TnkxORwy5pbiDBFcKT1iFObmZmZHDt2zON1nGukpKQwMjJCX1+fkz6sLUZHRwkJCUGSJLsiACEhIWi1Wq+luYTb23ZcTUtL47XXXpM9ZGq1mpKSEvbt2+exPUFWleJLhWXUlqzm5OQAuD3f4OBgIiIi3IafREZGupX3E8l9YWFhbkntuapu5goms4njPcetyU4d5ZR1Wr1nzYOnpMOigqMojivm9pm3y5qlBbEFPq/TFwQ+sjqJcOWOE8lCDQ0NLF68eNKOJ8IAzGYzg4ODThn03sJTxSZXmakLFizgV7/6FWVlZcyZM+eMjm2LUdMob1W+heUrFl4NfJXn1j0nV/VQBaiQoiWunH4ll2ZcypLUJfz7n//mnh/fw51P3+lyEeDOQjU0NITBYLCbJMC+2syZwmwxc7znuJ3I/pH2I3LQvi5IR0liCY8uepSSxBLmJs0lKTzJF7B/DuGppKmte96TVUmn03Ho0CFFl74tHItUCCIhMrsFlCq09Y72srtpNzsbdrKzcScHWg9gspggGwINgZRoS1g1bRU5MTkyMY0LjXPqUzc23UhMrrK7s6CggCNHnEns+YZ4vxsbGz2S1eDgYFJSUqiqqrL7rLi4mF27dnllNAgNDcVsNtsVKBEKKE1NTUybNg2A+fPn88wzz7iNLQX3utCib9mqM4SHh5OcnExlZaXb83RlSBDQ6XT09fW5NGaI5L7MzExqa2tdtuNtqMnZQpIk2obbnEhpVVeVta9jDVfJi81jefryU5ql+iISwxN94+cXGD6yOolwVa7QNv5oMmFLLjs7O8+YrColfdgiMTGR/fv3O21fuHAhAHv27Dljsjo8Psw71e+wsWoj79a8i8FkgDyI9I/kpjk3UagvpFBfyJ639/DAkw+w7tF1sju2MdPq1qyrq3M5+YhJXyneSgzyjmT1dKsCSZJEfV+9nWTUobZDsisq1D+UOYlzuH/e/VZimjiXDF2Gb2A9z/BEVgcGBmRi5CkTXexXV1fHzJkzXe7nmLwnxgtFshoBb594m1c6X2Fn404qOq1FOPzV/pQklvDwgodZkraEPz35JyoPVLLl51vcniNYyZIkSSQmJip+XlhYyMaNGxUVCs4nBDk8ceKE2/srzjsvL8/J5b927Vp27drFyy+/zE9+8hO3x7NdLIjxQKie1NbWyuezdOlS1q1bx549e1i1apXL9vz8/IiIiFBMhhJWe8dnUlRU5DEnwFNhgqioKCYmJhgaGrJTGxAQJDs7O5uNGze6JLVTQVYN4wYquyqdiGnv6CkvRrI2meK4Yq7MvFK2lmZHZxOgUS5Z68MXFz6yOokQq1hH5ObmAriNCToTOJJVx9hLb+GJrKamptLZ2WknBQNW11xSUhK7du3i/vvv9/p4/WP9bD6+mY1VG3m/9n2MZiP6UD3fLP4m88LncceKO3j8z49z82U3y99p1FuJaXd3t0xWbSePSy+9VPFY7sS4hbXYcZJQq9X4+fkpklVJkmgebJatpUIyqm/M+twDNYHMjJ/Jt2Z8S7aY5kTn+OKjLkB4Kmk6MDAg9zFPEmmCrNbU1LglU47x0J29nTANthu2s+ODHdT21VLXW0dNTw08DP9b9b+EB4SzKGURNxbcyOLUxcxLmkew/6n38J2Id/i0/1OvrlksOh1lqwRmzJiBJEmUl5czf/58r9o8FxDk0J2rGk6R1aKiIv72t7/R398vLwTuvPNOvve977Fp0yaPZNU2YVY82+zsbMAaR7p69WoAFi1ahEaj4eOPP3ZLVsF1Odu+vj5UKpWTnm5xcTEfffSRYpEUgdTUVLZu3er2mGBVDHBHVvPz8/nDH/5AZ2cncXFxTvtFREQwOjp6RiFfFslCfV+9Eymt662TY/ND/UMpiivi+rzrKYo7ZS3VBes8tO7DlwU+sjqJiIqKUhyMhMSJt6X5vIUjWT1TeCKrwj3V2Ngox1KBNclqxYoVvPfeex7Fy7tHuvnXsX+xsWoj2+q3YbKYSApP4u45d/O1vK+xOHUxGrXGqi1ocbY0KWW+pqSkEBwc7DbGTuhQKkmKiexXJausqNjSaei0ElObBChR21mj0lgH2PzrZYtpob4Qf83kxO/6MLXwRFb7+/vR6XRERkZ6lE2Kjo5GpVI5uZ6VjglQPVzN/e/ez6sHX4Xb4BfHf0GgJpDpUdPJjMpkVsQsNvxyA+vuX8cjtzziVh83Ojqa3t5er+LWDx48CJzKZHdESUkJAAcOHLigyKpOpyMqKsouDlUJIt5dLBhKS0tZtmwZYE2CS0hI4Pjx4x7HKxHKYRunmZCQQFhYmN14o9VqWbhwIVu3buWpp55ye26uSqgODAw4lZcGmDNnDiaTiYqKCpeeq9TUVNra2hgfH1dsw3bcFITfFkNDQ4SFhVFQYNWTrqiocElWwZog5lim1xY9Iz2ygL4gphWdFbJOr1qlJjMqk5nxM7m1+FaZmDrmGvjggyN8ZHUSodPpFON+hDSSNzqBp4NzTVZPnjxpR1YBVq1axZ///GfKysqcLEptQ228eexNNlZt5JOTn2CRLEyLnMaD8x/ka/lfY17SPKcBylUMnxh0ba9To9GQm5vL0aNH3V6fY/UrAUFW4xPjqe+rp663jtreWur66hj/2jh/CP0Dzz37HGDNKs2NyeXyzMtlyagZcTPsLFw+XFzw8/NzGwYgknk8xQWCdVE0bdo0lzGG3SPd7GjYwdulb8N98MPGHxLYEkiRfxEHXjnAgXcOMGv6LPl9aGxsZMM3NhBjivFYyCEqKgqz2czAwIDTe+MI8a64klpKSkpCr9crhv2cb+Tk5FBdXe12H4PBQHR0NLNmzQKs5FyQVYArrriCV155hfXr13P77be7bEeQVdvsfZVKRX5+vtN4c/nll/PEE0/Q0dGhSPQEYmNjFWP/DQaDLFVmC7Fw2Ldvn0uymp6ebq1c19ioqJGq11sTNF3ND0NDQ8TGxlJcXAxYyf3KlSud9hNktb+/n+joaMbN4xzrPmZXdrSso4zWoVPXFxMSQ3FcMXfPvlsmpfmx+YT4XzjhJT5cPPCR1UmETqdzmTXs7+/vVbnA04EgqyqVymNpPndwzFB2hBgElVxwwvW1detWZs6cSUN/A5uqNrGxaiO7m3YjIZETncMPFv+Ar+V9jZnxM91af8T9c0yiEJOAI+HPz8/3WM/cMZPVMG5ga91W1g+uR/OQhqjnouSMfIAgvyCkSIlYYyxPfvVJShJLmJ0w21dG7wsGd2TVaDRiMBi8JqtgTU4SZLXL0MWOhh18cvITtjdsp7zTGnsYpAmCQbgl6xZ+853f8Pyzz3Og+gBFqUV2Czd3IvKOsC3c4YmsiuxyV+RHpVIxf/589uzZ4/G45xo5OTm8//77bvcZHh4mNTWVuLg4UlNTnapAPfHEE7zyyiu88MILbsmqcJk73v+ioiLefvttu21XX301TzzxBJs3b+bOO+902aZer1dMXhsdHXWq2AdWIqrX69m7dy/f/e53FdvMyMgAoL6+3i1ZdWUoGRoaYtq0aav1jzgAACAASURBVOj1epKSkpy0bPtG+6jvq+coR2Ex3Pfv+2j5oIVj3cfkMTNAE0B+bD6rMlZRrC+WialScp8PPpwpfGR1EhEVFUV/f7+iiykkJMSthMiZQEy0er3+rEIMPFlWExISCA0NVXTBJSYmkr8kn9+V/Y5/vvxPuYxpcVwxTy5/kq/lfY382HyvBy1B6B1dTZGRkYpVgoqLi/nrX/9Kb2+vyyzhsLAwekd7WX9kPW8ee5OtdVsZmxjDL8CPiKEIvrPoO2RGZTJdZ3XBJoQnkJWZxcKFC/neou95dd4+XHzw8/NzqfggYs91Oh0JCQl88sknbtsyYiRwRiBHLUcpeKGAo91W61uIfwiLUxdzY+GNLE9fTpIqifSUdBYtWkRkUCRdXV1otVonF66SZc8VbK1nrioQCTQ1NREQEKDoMhZYvHgxmzdvprOzU277QkBBQQGvvvoqPT09Ll3RtolE8+fPdyKr06ZNkwsMuHKdwylLomPCbFFREX/6059oa2uTEzOLi4tJT09n06ZNbslqfHw8HR0dTvODyWSSS6faQqVSsWjRIj791Dke2WQ2MWAcQBWjgkTYVrUNfbEef7U//hp/+bcqXAXBUNdWR8tgC+PmcYxmo/X3hJHukG4G4gbYULqBiCsieHf4XW544wbq++qp76unf8xmzloFR3qOMDdtLtdkfy6mH1dEVlSWL/TJhymHj6xOImJjY7FYLPT19TkNptHR0V7pMJ4OBLlMTEz0SpDcFRzldByhUqnIzMyUyaokSZR3lrOpahObqjZxdKV1Yo4yRfH0yqf5Wv7XyIxyP2m6giCrjoO3SqVyKncI2MWmiSQr44SRis4KDrcf5nDbYZoua+JY5DHefuttkrXJ3DX7LtbmruVbK77FkkuW8NOVP3U6j+Dg4Iu+vKAP7uEuZlXEFsbExJCSkkJraytmsxmNRkOnodOq/dtZac3QvwN+zs+x+FlgBmjRsm7lOpalLaMkscRuIhf9W2j4dnV1KRJCPz8/QkNDFdVFHKEUIuMK7hZ1AkuWLAGsAvrXXXedxzbPFYQ4fmVlJUuXLlXcZ3BwUCarixYt4o033qCpqYmUlFNV626++WZ++ctf8vOf/5wf/vCHiu24IqsivODw4cMyWVWpVFx//fX86le/ckukExISmJiYoKenx+mZOSqSGCeMHOs+RsjCEOqG67hmwzUcbz8OD8P8t+YzuslmbLobft7/c37++58rHpfHYJ15Het+uc75s6/CB3zAB//6AFKACShtKyUzOpOFyQvJ0GWQoctA6pW47tLr+NX6X3HjjTcqH8cHH6YQPrI6ibC1cDgOWElJSdTX10+qJIwtWa2vr/ewt2sIy6q7ZJPsnGx2n9zNYx8+xqZjm6jtrUWFisWpi3kg/wF+84PfsPqB1azJWgNA61ArIf4hhPiH4K/299qy2t3djU6nUyxLq6T3mp6XDmnw689+zfqB9RxuP8zRrqOyiyo8IBw/tR+JJxJ586dvUpJYgkqlYnx8nObGZjJuyVA8jy9CLWwf3ENU7lFCV1cXqGEweJCmmCbMl5lZ8qcl1AzU0D1yKklGF6QDCyxiEfddfh83Lb6J256/jXsW36PYrrDkCbKqVJRCQFRt8wRXITKOGBsbw2g02hE3JcyZM4fQ0FC2bdt2QZFVkRRWWlqqSFZFQRFhlRb77Ny5k5tvPqUs8uSTT/KrX/2Kl156ySVZdaWLOnOmNYzpwIEDrFmzRt5+88038+yzz/LGG29wzz3Kz14Q0tbWVvmZl5aVQgRIWRI/3flTOfbzePdxzNLnxoOFsK95H/oAPdTDDSU3kJWcRURgBJFBkfzo+z8iShfF4088jsliwmQ22f3+yVM/QR+r57577iNAE0CgJpAATQAaNKy9Zi133XoXj97/KBX7Kli7Zi3Pv/88l112md25d3R0wLhnvWEffJgq+MjqJMKWrObl5dl9Nm3aNHbu3MmhQ4cmrTCAIKvJycls3779jKtYuYpZlSSJTkMnfzr8Jz7M/5D+/H6e3fMsSeFJFOmLmLBMUNpRys7GnXALPNP3DM+89IxT+xqVRiaunn4+Vn2MaqWKZ3c/izZQS0RgBNpALYF+gZAHFW0VfP+j78sl9poGm+B2eMv4FvpaPbMTZnNV1lXMip/FrIRZZOgyuP5r11NdXc3cpLnyOdXW1mKxWJwSxgR8ZPWLB0mS6Bvro2WwhebBZsr8yjBfYubh9x+m39hP72gvfaN99I310drbCv8Ndx26y/rlmTA0MsS1OddSoC+gUF9IQWwB8WHxqNVqVv5oJV+f/3X+Q/cf7Nu3zyVhcSSr7e3tsiSSIzxVHxIQZNVdJSOAjz/+GLDKU7lDQEAAy5Yt48MPP/R47HOJxMREYmNjneIqBYaHh7FYLLJVdMaMGWi1Wj7++GM7sqrVapk9ezYHDx7kwIEDciKTLcLDw1Gr1U5ShFqtltzcXKcEtJkzZ5KXl8f69esVn70kSaiiVJAHz+5/FkudhWPdx6hoq4CHP7du/vsD0iLSKI4r5tqca+UKTMuKlnH5lZdzzTXXcP1/Xc8jP3nETs3h3ch32btnL2vz1irel7dG36KvtI+759xtt727uxvqoEhXRGZUJvpFetQqNbt373Yiq8IaP9l5Fz744C18ZHUS4S7zUpDXw4cPTxpZFQlWqampDA8Puy1FaLaY6R/rp2+sT56Qxe/DzYdhNayrWsczrc/QaeikdaiVTkPnqdW9OKZkYcA4QGRQJJlRmayctpK0yDQOfXyIv6//Oy/8/gXCo8IZMY0o/0yMMGoalf/vHum2+7wrogtLlIX/+vC/nC8i1frzs09/Roh/CIlhiVydfTX1O+rpPdjLzvd3MmGZYMIygclion+sn30t+xiLG6OzqZM9TXvw1/gToAngkyOfQCQkT09WJPnBwcG+gfkigtlipsPQQfNgs0xGW4asv4/MPMJ44DihPw21K0WKClgBLx96majgKHTBOnRBOjKjMgkbCGPv3r28+KMXSQtIY82CNXz/z9/nG9d8w+U5qFQqFixYwN69e13u41jKt7293aVLW6fTeUVW/f39iYmJ8ZgEJsiqN+PP6tWreffddzl58qRLTdZzDZVKJZNMJQgrtAgD0Gg0XHrppWzbts1p3+eee45ly5bx4IMPKsaEqlQql7rZ8+fP55133rEbN1QqFXfccQePPPIIFZUV+Mf5c6jtEAfbDnKo7RCH2g4xYByAr8NfWv5C2nAauTG55BhyKP+4nGceeYa7vnoXEUHOhV1Wr1jNhx9+yNVXX6143fn5+bz22msuq2glJycrFhdwVF7RarXMmjWL7du3O+3r7++PTqfzWBzDBx+mCj6yOolwR1ZFrFNZWRlmixmTxcS4edzOZTNuHrdz39h+rrTvXuNeKIGqyCpYCg9seYDAiEArER3rs5LTzwnpoNFDosZ8ODJwhFgplqHxIToMHVgkC7kxuVybcy0Z6gzuvvluXvjpC9z77Xudvt6Q1MDff/h3unZ0ce+PnD93h6aBJt489iabqjbRMdRhJRFYhaLTI9NJ0iYRFxpHQ1UDOz7ewTfu+gYNhgYqOyvZXL0Z4oGrIPO3LuJk44GvwKL/W2S//SFYvnU5/h/6ExUcRXRINNHB0USHRFOVXYWh3cCG0g1kR2eTFZVFdIhrfUEfpg5jE2O0DLbI5NORjLYMtdA21Oa0sArQBJAUnoSkkggbCuPWlbeSFJ5EsjaZJG0Sm/+6mad/+DQdAx1Ok/wTTzzBvn/v467377ISS8m7CnQLFixgy5Yt9PX1KSbNqNVq/P39MRqNjI+P09PTo5gJDlYS4a3KR1JSksd9RQ37q666ymN7V155JQ8//DBbtmw5rYIfU42SkhKefvppxXAqQb5s7/vq1at56623qK2ttUs+W7p0KQkJCezZs8dlIpkrdZdFixbx6quvUltbS1ZWFpIkUd1TjaHYgOo2FbPfmI1JZQ0vCdQEUhxXzE2FNzEjbgb3rr2XR29/lKcfehqwyl6VHyjn1ktvVSSqYH0Wr7/+usv+J2J5jx49yty5c50+T01Npb293SmhTEl5ZdmyZfzud79jbGzMSU5Lr9eflUSiDz6cDS44stoz0kNVnlVY+5Y3bznPZ3N6kCwSXAfPdz7P2395m+HxYYbHhxkyDjFkHILH4Y9+f+SPP/nj5B30K/CXrr/ACvjnyX8SExZDZFAkumAdKdoUiuOK0QVZLUa6YJ31s8//Fr9rKmtY/s3lpNybwqHuQwT5BXHX7Lt4aMFD5MZYq2+ZzWYeHHyQmnJlUe60tDQuu+wy/vjHP/L4448rxpza4nj3cZmg7m+1utQK9YUE7Q9iddZqXvrfl0gIS7CzeL7Jm+x4fAcPP/0wc+bMQZIkOgwdvPHJGzzwxAP8x/3/wcJ5C/FT++Gn9sNf44+f2o+//fVv/Hn9n9ny3hYsWBg3j/Pcr5/jeP1xvv/j79Mz0kPP6Oc/Iz3U9tbSqe1kNHKU2/51m3x8XZDOSlyjs8iKypJJbFZ0FtpA5+owPriHJEkMGAecyedgC81Dp0hpz6izhVsbqJWJZ15sHsnhVgKarE2Wt8eExKBSqVi+fDkAz/7uWbs29gXtAzOKcasdHR3Exsai0WgIDg4mISHBq7hwYbXctWuXS0uYKDghyGVSUpLiftHR0VRUVHg8pmijpaXF7T7V1dUEBATIUlfukJOTQ3Z2Nps3b76gyOr8+fMxm80cPHhQTgQTUNJovuKKKwB49913eeCBB+z2f/LJJ/nOd77DHXfcwebNm52OFRUVpUhWFy9eDBp48cMXMdeaeafmHer6rLJ+EYkRjBwZ4YXHXmBxxmLyYvLsEux+qv4prQ2nFhXNzc2oVCq3qgtr1qxBpVK51L4VGqllZWWKZDUtLQ1JkmhqapIrsoEyWV2+fDnPPfccu3fvZsWKFXbt6PX6SdcK98EHb3HBkVWj2chghNUKuLtp93k+m9OHJl1D+0Q7EWMRhAWEoQ/VExYQRph/GL9//veEB4XzvYe/h7/a6o62lRkJ0ATYSY/Yfq6070svvMQvfv4LTtaeJD0pnSd+/ASP/+fjXp3nwNgAW+u2srl6M5urNsMtUD9az08u/Qn3lNxDTIj9hKbRaCguLlbUCRS45557uO6663j33Xe55ppr7D6TJIkj7UesCgLHNnG0y6ogMD9pPk+vfJq1eWtJD08n8N5A5syfQ2K4c+1y2+IEc+bMsSoEhMXzncu+w2P/7zHU5WpuuuMmp+9V66r584k/syBmgZz49uTuJ1mQtoBHFj2ieC3f/e53+eeb/2RXxS5qemuo7qmmpqeGmt4atp/czl/K/mK3f1xonCKJzYzK/FKKYFskC52GTpeWULHdYHIu1qAP1ZOsTSY1IpVFKYvsrKGCjE6G5q1j6VNbtLe321k8MzMzFQt+OGL+/PkEBgayfft2j2RVkEtXZNVVRTwlJCcnc+DAAbf7dHV1OWWdu8M111zDr3/9awYGBuQ40PMNUVVrz549TmRVuOxtyer06dPJycnhnXfecSKrd999N9///vd59913FVUSYmJi7OKAR0wjvF/7Pv88+k9Uj6n4ZdcvCeoLYsW0Ffznwv9kTdYaumq6mLduHuPLxyleWOx0/mlpaXIxErA+E6WCALaIjY1l0aJFsmXcEdOmTSMsLMzl2Gw7biqRVVtL9PLly/Hz8+ODDz5wIqvx8fGUlZW5PVcffJgqXHBkNTE8kfl7rQOSJ23DCxHz5s1Dp9Ox9Snnes0bv72R4eFh/udf/zMpxwq3hMMwpMSmEB8b77Fu9om+E1ZyWr2Z7Se3Y7KYiA6OZlniMt5+5m1++8Pf8s2l33T5/ZkzZ/Laa6+5TOS6+uqrSUxM5Pnnn+eaa67BbDGzp3mPLHHVMNCARqVhadpSvlvyXa7NvZZkbbL8fSHt5WryFgLYju6wgIAAFixYoBhrBacmLyEpNj4+zvHjx/nKV77i8lrDwsIYGRohJyaHnBjnJKxR0yh1fXV2JLa65/9v787joqr3P46/ZoZtAAFB2WWTRVHcN1wwRTTUodIsc6lsz+ttUW9Zt8Vr+2JXTa/ZdrVfkZVmgaioWWruZbgruCAuiAqC7NvM74+5M4EzA4OhjvV53ocPbM7hzOEKM2++y+eTyeqjq/lvxn/rnRvoFmgSYiO9IglrGYaDynK9S1tVWVPJ2eKzDU7Lny0+W6/RAoCd0o6AFgEEuAXQxbcLIyJG1BsJDXALwM/VT7+Z7jq4crNTXWfPnq33fRgREUFaWlqj13RycqJ3797G9aHmODo6UlFRYayN3NDIaklJSYO94Q3atGnD+fPnzU7fgr4ZQE1NjXHK2BqjRo3i3XffJSUlhYkTbWOWy9vbm4iICLPrTC01FNFoNMydO5fCwkKTpgmzZs3i73//OxMmTGDVqlX1jnl5ebH38F6+2v8Vyw4tY1XWKsqqy2jl3IqQ0hCKfyom+8dsXBx+X0IS0jOEuLg43nvvPSZPnmxSxzU0NLTe61RRUZFVI92jR49m6tSpZo8plUq6dOnC7t27zR43tFm98nXTsLO/bjWKFi1a0K9fP9LT03nzzTfrne/r68vatWsbvVchrgWbC6s3u4CAAIv9qwMCAsjIyGi0L7W1amtrUSgUKJVKsyM/tdpadp7ZaQyo+8/rpxTbtWrHU32eIikqidjAWI4fO07KpBSw3HkS0K8XW7RokXGt1pXs7Oz425S/8c+P/8mdi+9k88XNnC89j6PKkYS2Cbw88GU0URqTUVsDw7Sov7/pqCroQ2fLli3NTscOHjyYF198kYsXL5q8+BvevAxvZgcPHqS6utqkPWxdrq6ulJWVWfy3Utur6ejdkY7epm/+xZXFZBVk1QuxWQVZLDu4rN6UtlKhJNg9WB9ePesvLwj2CG60zea1cLnycqPT8hfKTDdZuNi7EOgWSKBbILeE3GJ2Wr61S2ub6v/dWFg1rDMHiIyM5NNPP61Xx9OS+Ph4Zs6cabHmppOTE5WVlcbayIaRrysZvo/z8/Mt/kwYBAUFAfqi/+Z+Nr/55hvg945z1ujduzdt2rThq6++spmwCvpp+JSUFJOfTcPI6pVh1RC609LSGD++/ga5KVOmMGvWLNasWcOxY8doHdia7ae3syVnCxuDN3I66DRjl4/Fx8WH+zrfx53RdxIXHMfHH37M43Mf50z2GZNqDjNmzGD48OF88cUXJl2yQkND+eKLL6iqqkKpVFJVVWXVaHdDYRX05cY++ugjYy3gugIDA7GzszMZzLh48SIKhcIkwCcmJjJjxgxOnz5NYODvgwm+vr4UFRVRXl6OWi1tpsX1JWG1mQUEBFgcEY6IiCAjI4Pdu3ebLZfSVDU1NcYXpnbt2vHdd99RUlXCumPrSM1MJS0rjfOl51EpVAwIHsDsobPRRGqI8Kr/ZtbQdGhdhim4HTt2mLwhZuZnsjhjMUsclsC98P2J7xkdM5pR7UeRGJ5o1bStYVq0oTfmsLAws9OxQ4YM4cUXX2TDhg3cdddd9Y4ZAoMhrBpK39QNI1dydXUF9H27DXUbrdXCsQXd/LrRza+bybGC8gKTEJuVn8WSU0sorvq9taO90p7QlqG/j8YaRma9Igh0C2xy6NPqtFwsu9jotHzdezBo5dzKGDp7BfQyOy3v5uh207VWNITVysrKeo9XV1eTl5dX7/vQUOLs8OHD9OrVq8HrDh06lJdffpn169dz9913mxw3hNWcnBzc3d0thl/DiNeFCxesDqsnT540G1YNI7133nlng9epS6lUctdddzFv3rwGi91fb3Fxcfz3v//lwIED9Uo45efno1QqTZYs9O7dG39/f5YtW2YSVqtqq3j8nceZ9eUsYubHUNmyEq1Oi1KhxNfeF7ZC+tx04iPiUSl/D4EJCQkArF271iSs3nrrrXTr1o1XXnmFCRMmGF9fQf+6otVqmTlzprFUYH5+PosXL27067ZUnQD0Awlz587l4MGD9f4/Af0gQkhIiElYvXDhAl5eXibhNikpiRkzZpCamlqvzathBuDs2bP1lhMIcT1IWG1mgYGBFBYWmi0j0qdPH7755hvWr1/fLGG1trYWOzs7SqpKKA0v5eLQi7R6uxWVtZW4O7qTGJGIJlJDYngiLdWmO5MNDG/ajYXV6OhoXFxc2LlzJxMmTKC4spivD3zNfzP+y5ZTW1AqlCSGJ9JtTzdWzVnFawdfa9KLmmFatKGi5REREWZLA/Xo0QN3d3fWrl1rElavrBG4e/duXF1dG2xNaQirxcXFTQ6rDfFUe9I7sDe9A3vXe9xQ0/bK9bGZ+Zn8cPyHeiWXnOycCPcMN4bYsJZhtFS3xMnOifLqcs4WnzUJo2cun6FaW//fV6VQ4dfCj0C3QDq07sCwtsNMgqh/C3+c7BpeU3ezsvR9n5ubi1arrfd9GB0dDcChQ4caDas9evTAw8OD9PR0i2G1vLyckydPNvi9XjesNsYw1ZudnW32+L59+3B0dDSGWmtNnDiR2bNns3TpUv72t7816XOvFUOnuh9//LFeMLt48SKenp4mMyFKpZIxY8awcOFCCgsLKVOVsSprFWlZaaw/vp6SqhIUvRSUnyxnTMQYHh72ML0De7M8eTkPpD9AhENEvaAK+rWwbdu2ZfXq1SYb0BQKBbNmzWLkyJEsXryYhx9+2HjMUBv7jTd+7yaVnZ1tMgLbEHOdBg0DCTt37jQJq6B/3bzyl3xLDSnatWtHeHg433//fb2waviF6cyZMxJWxXUnYbWZGd4McnJyTBoDJCYmMm3aNLZt2/aHnye3OJeDHKRGU4Pvu776jSrekOSXxGODH2NA0ACr+zVfWfvREpVKRY+ePUg/ks69K+5l+aHllFWX0a5VO94a8hYTO03Er4UfuYNyCZsXxqxZs1iyZInVX9Pp06dxcnJqsB1kZGQkX331lck6Pjs7OxISEli9erXJmtq606mgf0Hv3r17g0sxDKNdxcWmI43XgkKhwMfVBx9XH/oH/V4Hs6SqhFNFp9iTt4eMcxkcvniY7MJszpWc42jBUVbUrDB7PZVChbuTO94u3kR5RZEUmUSEV0S9MOrj4mPyJvxXYmlk1TA9XzdIhoWF4eDgwMGDBxu9rp2dHUOHDmXVqlVml5E4OTlRUVHB+fPnjSHTnIZK4V3JMNVrrrxRTU0NFy9etNgAoyGdO3emc+fOLF682GbCanBwMG3btmX9+vX1Nk1ZGv29WHaRoCFBVO2vovN/OpNTrd/gFOgWyPiY8YyIGEGQNoiuHbqS/l06Sx9bilKpNDZbsPTvlJiYyCeffGJ2Wnz48OH4+fnx888/1wurjz32GD179iQ4OJiqqioOHTpE+/btrepquHr1aiZPnmwyEgr6DYCenp5s376dBx980OR4REQEmzdvrvfaeOHCBbNhVaFQcMcdd/Dvf/+73sYzw8hqY1UnhLgWJKw2M0MB7ezsbJOw2r59e5RKpVVveHVpdVoOnD/AllNb9H9ytnCi8AQ4A+EwKWYSQ32GMqb3GOI/iGdw6OBGr1mXNcsAtDot3x76lkMDD3FecZ5zh88xIWYCk7pOondA73rh0M/Pj8mTJzNnzhyee+452rVrZ9V95OTkEBgY2OB0cmRkJDqdjqNHj9KhQ4d6x0aMGMGyZcvIyMioN8Xv4eGBUqnk4sWLVFZWkpGRwZNPPtngvRhGUy9fbqQ+7VXS6XTkl+c3Oi1fVGnabtNT7UlAiwC6+XXDr4UfLRz091pVW0VRRRF5pXmcuHSCk0UnKSgv4PDFw6QfS6elU0vj5q4rlxb8FUtvWQqrht3addfr2dnZERkZaXUpqaSkJL7++mt27dplHPUyUKvVlJWVkZ2dbRwlNKcpYVWlUhEUFGR2PfeqVavQ6XTExsZade9Xuv/++3n66afZu3evsUzSjZaQkMDnn39er3bohQsXaNW6FXvz9rL11Fa2nd7GtlPbyCr43x6CflB4oZA3Rr/BiIgRdPTuWO+1ZuLEiXz22WdMnDiRL774otHOYElJScyfP5958+aZ3axp7nXMw8OD+Ph4438bRuyt0VB5K4VCQWxsrNmNZ6BfxlJSUkJubq5xhDQvL89iN7O77rqLd955h++//9446mv4eTDMgAlxPUlYbWZ1w6o57u7ujRbvLq0qZeeZncZwuu3UNmNo8XHxoV9QP6b0msLWpVv5aelPfPj6h2i1WlxcXDhw4ECT77mhjSa12lq+OfgNr256lQMXDhCoDoSl8Pkbn6O51XxpHoBnn32WRYsW8cILL7Bs2TKr7uPkyZMWN5sYGILv4cOHTcKqoR5hampqvbCqUqnw9PTkwoUL7Nmzh6qqqkancv/IyGqNtobc4twGd8ufuXyGytr6IUmpUOLr6kugWyBRXlHEh8abnZa3thRWVW0VJy6dMK6LNayR3XRyk0npLW8Xb7Mh9s9cesuwa/7K73tDVYorOzd16tSJzZs3W3XtxMREVCoVKSkpZsPq+fPnKS4ubrA7VMuWLbG3t7e6tmV4eLjZiiBffvklABMmWK700ZCJEycyY8YMPvjgA/7zn/9c1TWaqlZbS0VNBRU1FZTXlOs/VpcbH/Pp60PJjyXMWDYDJx8ncopy2NFhB9We1XT+QB/AvF28iQ2M5cGuD9K3TV82fLGBmXNmcut9txLqEkppaf2yae+//z4pKSkkJydz//33G1+LLIXVgQMHAvoNVTNmzDB7TnNuRFq+fDmg/z40Nytk6GhobqS37prrumHVUkOK7t27ExoaytKlS41h1c3NDTc3N+PMgxDXk4TVZubr64uDg4PFsBoSEsJvv/1Wb0TgbPFZtuRsMYbTjHMZxrI/HVp34O4Od9MvqB/92vQjrGWY8Tf2I4uPYK/Uj4oqlUpiYmKuqg6eubV7Ndoalu5fyqubXuVI/hGiW0eTPCqZW9vcSqvnW7Fzy84Gw6q3tzfPPPMML7/8SXokfQAAIABJREFUMps2bbLYUrKunJycRrvrGMLqoUOHzD5nbGwsK1as4KWX6pcHa926NRcuXGDrVn3t3sZGmQxh1dDC0aCsuqzR3fKG7l91OaocjaGzT2Cf30NonTDq6+rbrBUAHFQOjZbeqhtiswqy9KW3SsyX3qobYg1rZa9XmalrwbCM5MqR1ezsbLy8vEzWnHfq1Ink5GSL3anq8vT0JC4ujuXLl/Pqq6/WG2VTq9XGEfuG1k0rFAp8fHwshqUrhYeHk5ycbLIMZsuWLSiVSmNzhKby8vLi7rF3s+TbJTzwzAPYOdkZg6MhSNYNkw09Zu35V66vNuse+HfWv7E7ZkcbtzbUVNUQWRHJcxOeIzYwtt5rJUDYfWHM/OfMBjdWGgwdOtT4d3ONAUD/ujlp0iRCQ0Mtzh4ZAm1zuOOOO/jyyy956KGHLIZMf39/swHZMMt38OBBBg8eTEVFBUVFRcbR4yspFArGjRvHG2+8QW5urrFiQVBQUL06sUJcLxJWm5lSqSQ4ONhiWO3UpRO/nfmNqclTKXIv4uecn8ku1J+rtlPTK6AXz/R9hn5B/YgNjG1wY1TdagCgr4P65ZdfWqyDaolKpUKhUFBZWUl1bTVf7PuC1za/xtGCo8R4x/DNmG8Y1X6UcQd6jx492LBhA6+88kqD150+fToff/wxTz31FLt27TK71sqgvLycc+fONTqy6uLiQnBwsMUR5NGjRzNt2jSOHz9urMsK4OPjw/nz5/n5558JCQmpV9tSp9NxufIyeaV5nC89T15JHgdyD8At8O/j/+bDLz40htJLFaa7cT2cPIyhM8Y7xmSnfKBbIJ5qT5vaLd9Y6a2jBUfrhdjM/EyWH1pu86W3msIQVisqKuo9np2dbXbEs26nIGtCyJgxY5g8eTL79++vt+lFrVZTUlICNBxWQf/Lb1PCamFhIfn5+cZ12lqtljNnztCmTRury+UVVRSx//x+9p3fx968vew7v489EXsoCy2j5xLTDkmWqBQq1PZqnOyccLJzQm2n/7vhMXcnd3ztfH9/TOVU77jhfEuPTX1iKgU5BRz+5TDo9MuZRr8wmgmdzI8gBwQEEBwcTO/evc12ejL49NNP8fb2ZuTIkahUKsaOHdvgudfLmDFj0Ol0V/W5fn5+uLu7G5eg5ebmGh+3ZOLEibz22mskJyczbdo0QB9WDTMPQlxPtv1ucpMKDQ01rh0rKC9g++ntbD+9nW2nt7EldAtMhgUnF+Dr6ku/Nv14otcT9AvqR1ffrlZvigL9SGjdsihdunThgw8+IDs7u8GNG1dSKBTYO9mzq3YXUfOjOFF4gq6+XVlx9wqSopJMyiTFx8fzzjvvNLpT3tnZmbfeeotx48bx8ccf8+ijj1o81xDu6wZMSzp27GgxrI4aNYpp06axbNkynnnmGePjrb1bsz17O7+V/4bPHT6MTB6pD6aleeSV5JlMyQMwEPaU7iGyLJK2LdsyMHig2bJNdYuC/xm0cGxBV7+udPUzHYGqW3orKz+LzAJ95YLPTn/G5crf1/c2d+mta8GwDODKkdXjx4+brcHbrZu+FNlvv/1mVVgdNWoUU6ZM4euvv64XVp2dnSkvL0ehUDT6c+rr62v1tKuhhFJmZqYxrK5YsQKtVmvSjQiguraaI/lH9IE0bx/7zuv/5BT9PnLm5uhGjHcM4zuPJ/3/0im5UMIH8z/AxcGlwSCptldf819W+rftz3vfv0fcgDhjS1FLI4UGlgYR6po+3XxXu5uZQqGgqKiIhQsXsmjRImPobagkWlRUFL169WLx4sVMnToVhUJBSEiIcXZKiOtJwmozu1R+CW0HLXtO76Hd/HYcyT8C6EehOvl0YmLniXz44odEt4hm/+b9f2i0raamxiSsAmRkZFgVVrU6LVtPbeXrA19T/bdq0h3T6enck3mJ8xgRMcLivQ0ePJg33niDTZs2NTptP3bsWD766COeffZZkpKSLP4mb9jFbE1YjYmJYe3atSZhHfTLLHr26sln331GZFIkO8/sZNfZXWxut5nK6ErQ6UeSzxSfwcfFh/at2+Pt7K3fie/iY/zo5eRFG682THt5Gi893Dwdx/4MrCm9deXSgsZKb9VdWuDr6nvdRqDNjazW1taSnZ3NqFGjTM738fHB39/fYqcgc+cPGjSIL7/8klmzZhm/LmdnZyorKwkODm601aa/vz87duyw6vnqrufu27cvAJ999hkAt917G2mZacZAui9vH4cvHjZOt9sr7WnXqh39g/oT4x2j/+MTQxu3Nsb7/rbqW0aPHo32oJZhdw6z6p6upUGDBhn72J85oy/Ob/i6han4+Hj2799vrE7g6ura6NKQhx56iEceeYQdO3bQp08fQkJCKCwstKkWvOKvQcJqM8jKzyI1M5WUIyn8nPMzte61YA/BrsHc2/leYgNj6RnQE1cHfe3O5PHJnFae/sNvytXV1djZ/f5PGBMTg1Kp5LfffuOOO+4w+zl1A+ryQ8s5W3wWR5Uj9nn2DKkewsqXVjZ6X/369UOtVpOent5oWFUoFCxatIiYmBieeOIJYyedKxk2hjQUVmu0NZy5fAa7tnZUR1fzTMozKF2VnC/TT90bRknPDz+PDh13fHUHKoWKGJ8YYlQx/PLtL5AFuzJ2mS2cfiVXZ1eTNavCPEult0D/PXe2+KxJiD108RArM1fWW5/o6uD6e0vaK5YWeDk3b1F6Q1CsG1ZPnz5NdXW1xe/Dbt268euvv1r9HBMmTGDSpEls377duE7a2dmZ2tpaq0pJ+fv7c6HoAqcKTqFVaimvKae8utzsx9LKUlT9VHx87GO2p27nXMk5VgWsghlw+8bbjdcMcg8ixjuGEREj9D8b3jFEtYpqtPXvbbfdRnh4OG+++SajR4++4ctaRo4cSW1tbbN0A/wrWL9+fZM/Z+zYsTzyyCPExsby5JNPGvcKnDhxosEOgEI0NwmrV8HQ8z7lSAqpmakcvngYgI7eHXm237N4XvRk+j3Tefnnl83+ph8WFsbevXvrbbK6GleOLDo7O9O+fXt++eWXeudZCqjDI4YzJnoMIyNH0i6sHX6Jfla9AanVam655RZWr15t1X1GRETw8ssv8/zzz7N8+XJGjx5tcs7Ro0dxaeFCuUM5G7M3kl2Yrf9TlG38+6miU9Tq/lcQ+w6Ys38Oaju1cTQ02D2YXv69cMGFea/N496h97LwpYWo7dV88sknPLTnIXx8fBpdJ2jg4eFBYWGhVecKy5QKpbEV66DQ+qWaarW15BTl1OvmlVmQya9nf2X5weW//3tDs5feMhdWDa2SLf0y07NnT9LS0qxuFjF69GgmT57MZ599Zgyrdk52EAy10bUs2LmAgvIC/Z+KAvLL8n//7/IC8smH5yHofSuL+SfANt02jh85Tmt1a2ov19KqrBWvTHmFGO8YOnp3xN3p6kbEVCoVM2bM4KGHHmL16tUMHz78qq7TnCSoXlt1v8c//fRTlEolgYGBMqoqrjsJq1a6XHmZtcfWknIkhVVZq8gvz8deac/AkIE83uNxNJEaQlvqp96zsrKYrptOVlaW2bDau3dv9u7dS1pamsURUGvU1NTUG1k1XPv77783BuqGAmrdFqiOjo4ma/cakpiYyOrVq8nKyrJqlHL69OmsWLGCRx55hD59+hAQEIBOp2NP3h6+P/w98yrmwVMQOq/O8gUduGhdcK1xpUVtCzrVdqJFbQvUlWrSv07n7/f/nbnvzDUbsI8sPMKGJRtwmKn/ZcCwlq1r165Wjwh5eHhY3AksmodKqSK0ZSihLUMZRv2p5eYqvWXJ1YTVXr16odPp+OWXXxqskWpg52TH4LGDWfLrEuzT7NmZu5Nd1btgEqxnPetX60e7Wji0wFPtiafaEy9nL9q4t8HTyZPC3EKWLl7K1L9PpUNUB9R2atT2apOPhjWjiQmJ7PtlHx999xELFixgf/p++t/en4DcAApyC9jEpkbvuSEtW7bE2dmZf/3rXyQmJt7w0VVx7ZWWlqJWq+XfWtxQElYbcLLwJKmZqaRmpvLjiR+p1lbjqfZkeMRwNJEahrUdZnaUIiQkBJVKZXzju9Lo0aP56KOPWL58+R8Kq+bWbPp18yP/bD4B7waQV57XYECtq6lhdfjw4TzxxBOkpaXx1FNPNXq+vb09n3/+OV26duG2p24jdlIsqZmpnCw6iQIF1ABbwU3rhqpYZfyj0OpfIEv+979c9LtYfe19aRfWzuIL6KRJk7j77rvZsGEDCQkJxlJBV/bxbkhDvbjFtddcpbccYx1Rl6t5NPXReiOzIe4h+muV/76eNisrC7VabXHjiWEX+Y4dO34Pq0oooIDVWavJzM/U/ynQfzxVdApdsA6C4YNfP6BPmz50LO7I3pV7mTJuCqOHj8bNwc1Ygu5KmZWZLN26lJ5/78nYrpZ3pRsc2n0ItPqC9Qbfffcd3333XaOf2xS//PILRUVFeHh4NOt1he2xpruWENeaopFSGFdXJ+MPMiz6/umnn67r82p1Wnad2WUMqHvz9DVLI70iSYpMQhOloW+bvlbtco2KiiImJsZsQXytVoudnR2hoaFmi3hba/DgwdTU1PBd+nd8sfcLPs34lIxzGVADPdx7MHXY1AYDal1dunQhKCiIlJQUq5+/Y8eOtG7dmh9//LHRc2u0NXx94GueSXmGMzVncFA4MCxiGLdF3cbIyJH4uDa8i7epKisrjSNnvr6+5OXlodPp6Nu3r1UjYgBLly7FxcWFPXv2NOu9iWvrytJbyWuSuaS6RHWLapPSW9pLWvxb+NM5qjMeTh5s+WELZcVljL1nLDXaGmp1tfU/amtJW52G2kONX4Sffq10cR7UmY12c3QjyiuKSK9IYzAeN2wcnId7x99rbBfcFIsWLeKRRx5p9Lxdu3Zx8OBB2rdvT05ODpmZmQwb1vyboVq1atVomTkhxM3nRuWvOsyOQP3lR1bLqstYf3w9KUdSWJm5krzSPJQKJf2D+vNuwrtoojREelk/GmcQHR1tsa2qUqnE19f3DxVXLigv4Jz7OfL98/Gf7U9lbSXd/Loxb9g8nh3+LLETYrkn5h6rr9fUkVXQb7h46623LPbkBqioqWBJxhLe3vo2xy8dJ9w9HBbDnClzePyex5v0fE3h6OhobASQlJTE2rVryc7OZseOHVbvrob6I1Ti5nBl6a0X4l4wHruy9NYbH76BykXFhbILZBVkcdr9NKpWKpL3J6NSqLBT2qFS/u/j//7bzteOSwWX6OPeh94Bvfno3x+RFJfEPx74B5FekbR2bm0y4v9I8SOU1JawevVqPDw8qKioYO7cubi6ujb69djZ2ZGQkGDV196zZ0/j6G9jXdqEEOJm8ZcMq2eLz7IycyUpR1L44cQPVNRU4Oboxq3ht6KJ1JAYnviHdx536NCBlStXWtxE1a1bN9LS0ti/fz8dO5oWZr/Smctn2Jyzmc0nN7MpZxP7z++HLmBXY8dj3R7jwW4P0sVXvztzeaflTa6F5+TkZFIcvTG33347r7/+OitXruS+++6rd6y4sphFvy5i9rbZnCs5R6+AXsweOpsu6i6EPh2Ko/Ladz6ypqe6+Gu5svTWrMGzOMUpQuNCccaZY5uP8fxLzzPzmZkWrzF58mQWfrCQXd/t0i8r2QRd47qaVEGo69KlSybry4UQQljnL/HqqdPpyDiXYSwv9WuuvvRMiEcIj3R7BE2UhrjguEZLtzRFdHQ0NTU1ZGVlmfSwB/2IXVpaGp999hlvv/22yf0eLTiqD6c5m9l0chPHL+mbDLg6uNK3TV/GdhjLkleWEK4O5/1X3q/3+XFxcbz22mtcvnzZ2Da0MU5OTk0u09SjRw+CgoJYtmyZMaxeLLvIvB3zmL9zPpcqLhEfGs8Xo75gUMggFAqFtOoTNsmwq3zIkCFma6zWNWDAABYuXEhJSQlKpZL4+PhGp9olqAohxNX7076CVtRU8FP2T8byUqcvn0aBgt6BvXl98OtoojR0aN3hmu1wjI6OBvS9mM2F1XHjxvHoo4+Snp7Om2+9yb68fcZgujlnM+dK9C0WWzm3YkDQAKb0nEJccBydfTsb18x+lfcVTuGmRcUHDBiAVqtl69at3HrrrVbdr5OTE3l5eU36GhUKBWPGjGHevHkcOHWAjw98zIe7P6Ssuow72t3Bc/2fo2eA9e0ZhbjerqZ95T333MM991i/xEYIIcQf86cKqxdKL5CWlUbKkRTWHltLaXUpzvbODG07lFm3zGJ4xPBm38hjSVRUFEqlkv379zNmzJh6x6prq9lfuB/nBGf2++zH620vCiv09TzbuLUhPjSeAUEDiAuOo10ryzveq6qqjF146oqNjUWlUrF58+YmhdWmrlkFiL8tntmZs+n4UUcUSgUhxSF0uNQB5yxn5qbONTm/tLS0yc8hhBBCiGvPVps93NRhVafTcfDCQeP0/vbT29GhI6BFABM7TUQTpWFw6GCc7BpuaXgtqNVqIiIi2Lt3LxU1Few8s5ON2RvZlLOJrae2UlZdBv2AixDvG8/tXW9nQNAAgj2s32FbVVVlUroK9G30unfvzqZN1tdUbOqa1YqaCuZsn8NrP78GXYBfoc3pNihLlRziUIOfGx0dbbM/EEIIIcRf1Zw5c270LZh104XV6tpqNp3cZCwvZVjL2d2vOy8PfBlNlIauvtYXfr8WdDod+87vwz7entXa1bi/6U5VbRUKFMT4xPBg1weJC44jd0cuT8x8Ar8pfky4b0KTn6ehDlhxcXHMnTuX0tJSXFxcGr2Wk5NTvXqTDX1t3x76ln+s+wcnCk9wW9RtvD3kbSJbNb1ighBCCCFEY26KsFpQri+4nZqZypqjayiqLMJR5Uh8WDzP9H2GkZEjCXALuKH3WFlTycaTG41rZHOKcsAbOAtTOk8hITKB/kH98VR7Gj+nKryKJx54gnXr1l3VczYUVocMGcK7775r9VIAa8JqxrkMnlrzFBtPbqSjd0fWT1xPfFj8Vd27EEIIIYQ1bDaslqnLeG/be6QcSeHnnJ+p1dXi7eLN6PajSYpKYkjYEFwcGh8xvJYull1kVdYqUo6kkH4snZKqEtR2ahLaJvBi3Is45TgxceZE7ppwFwOiBph8voODA35+fhw9ehStVtvkPteWlgGAfpOVg4MD69atsyqsqtVqi2E1rySPFza8wCe/fYKXsxcLRyzkoW4PWdUcQQghhBDij7C5tHG04Cg7e+2k3KWcXWt3EeMdw7P9nkUTpaFXQC+UiqYFuuak0+k4kn/EOHq69dRWtDotfq5+jOs4Dk2UhvjQeNT2agDO+p4FICMjgwEDTMMqwKBBg0hOTmbVqlWMHDmySfdjaYMV6Fvk9evXj/Xr11t1LbVaTXV1NbW1tahUKkA/Wjxvxzxe2fQK5TXlPN3naV4c+CIeTtJiUQghhBDXh82F1SD3INTlagLOBLBuwTpCPEJu6P1U11az5dQWY0A9WnAUgC6+XXhhwAtoojR08+tmNkT7+fnh7e3N7t27LV5/ypQpJCcns2jRoiaH1crKSovLAAASEhJ4/vnnycvLw8en4SoIarU+YFdUVODs7Mz3R75n+trpHLt0jJGRI5k9dPZVdfISQgghhPgjbC6sOqgciNkXA3DDgmphRSFrjq4h5UgKq4+uprCiEAeVA4NDB/N0n6cZGTmSIPegRq+jUCjo0aMHv/zyi8VzYmNjcXR0ZMuWLU26x9raWrRarVVhde3atUycOLHB6xnC6q+nf2XWjln8cOIHoltHkz4hnaFthzbp3oQQQgghmovNhdUb5VjBMWOFgU0nN1GjraG1c2tub3c7mkgNCWEJtHBs0eTr9ujRgzVr1jS4K79z587s3LmT06dPExgYaNV1q6qqACwuAwB9S1dvb29WrVrVaFgtdSiFETDoq0F4OHkwP3E+j/Z4VNalCiGEEOKG+ssmkVptLTvO7DBO7x+8cBCA6NbRTI+djiZKQ++A3qiUqj/0PD179kSr1fLbb7/Rv7/53uHjxo1j586dzJs3z6T1qiWGAv6WNliBvoXkiBEjWLFiBdXV1SbnlleX8+2hb/k041M2nNsA3WF8xHjm3D6nXtUCIYQQQogb5cbtVroBSqpK+PbQt0z6fhK+s33p92k/Zm+bja+rL3OGzeHYE8c4MPkAbwx5g75t+v7hoArQvXt3AHbt2mXxnIcffhiFQsHy5cutvq4hrDY0sgowYsQICgsL2bp1K6DfJPbr2V+ZnDYZv9l+TFgxgROXTjDOdxzMgantp0pQFUIIIYTN+NOPrJ4qOmWc3t9wYgNVtVV4OHkwPGI4mkgNt4bfek13t/v5+REQENBgWHV2diYsLIzjx49TUlKCq6tro9e1NqwmJCRgb2/PsrRl7HHawye/fcLevL042TlxZ/SdPNDlAQaGDGT9uvUkX06mrKysaV+gEEIIIcQ19KcLq1qdlt25u43T+xnnMgAI9wxnSs8paKI09GvTD3uV5enz5tanTx+2bdvW4Dl33303r7/+Ou+//z7PPfdco9e0JqzqdDr2Fe7D82FPFjgtQLdGRw//HiwcsZCxHcfWC+mGDVYSVoUQQghhS/4UYbW8upwfTvxA6hH9CGpuSS5KhZK+bfry9pC30URpiPKKumEtWPv27cvy5cvJzc3Fz8/P7DnTpk3j9ddf5/PPP//DYbW0qpTkfcks2LWAPXl7UPuo0W3TseKlFdwee7vZ6zk7OwNY1XJVCCGEEOJ6uWnD6rmSc6zMXElqZirrjq2jvKacFg4tGBY+DE2khuERw2nl3OpG3yagD6sA27ZtY9SoUWbP8fT0JDAwkMOHDzfYRtXAEFadnJyMj2XlZ/GfXf/hvxn/paiyiE4+nVg0chGDvAYR+XIk+/vttxhWDZUKSktLm/z1CSGEEEJcKzdNWNXpdOw7v884vb/zzE4Agt2DebDrg2iiNAwMHoijXcNrOG+Erl274uDgwNatWy2GVYBRo0Yxb948Fi5cyJNPPtngNQ1h1c7BjpQjKSzYtYC1x9Zip7Tjzug7+VvPv9GvTT/jaHJsbCzLly/nhRdeMHs9w8iqLAMQQgghhC2x6bBaWVPJxpMbST2SSkpmCjlFOQD0CujFq4NeRROlIcY75oZN71vL0dGRHj16NLpu9Z///Cfz5s1j0aJFDYZVnU7H4YLD0B8eyHiAvB15BLQIYNYts3i4+8P4uvqafM7o0aOZPn06x48fJywszOS4jKwKIYQQwhbZXFgtriwmzyePi60u0vqd1hRXFaO2U5PQNoGX4l5iROQIs2HM1vXr14+5c+dSXl5u3Mx0JW9vb4KDgzl8+HC9qgA6nY6jBUfZcGIDP2b/yE/ZP5FXmgdDINAlkAVJC0iKSmpw09ioUaOYPn06y5cv5x//+IfJccPIqoRVIYQQQtgSmwurlyoucTj6MA6VDtzf8X6SopIYHDoYtb35gHeziIuL45133mH79u0MGjTI4nn33nsvr7zyCs+//Txd7+jKhuwN/HjiR84UnwHAv4U/CW0TcC9wZ8H0BXz848d0ie7S6POHhobSs2dPvvzyS7Nh1cnJCYVCIcsAhBBCCGFTbC6sBrkH0X1nd1xKXVj0+qIbfTvNpn///igUCjZu3Gg2rBZXFvNj9o/kdsuFJ+B91fuQAq2dWzModBCDQwYzKHQQEZ4RKBQKli5dyoLCBY3WWa1r3LhxPP300xw6dIj27dvXO6ZQKHBxcaGkpOQPf61CCCGEEM3F5sIqgGtp40XxbzYeHh506dKFjRs3Avp6sHvO7SH9WDprjq5h66mtVGurcbF3wbXclZLVJWz4eAO3dLjF7JrciooKoPGmAHXdfffdTJs2jeTkZF555RWT4y4uLrIMQAghhBA25S/VbvVG63VLL7Zc3sL4ZePxn+1Ptw+78dwPz1FYUcjU2KlsuHcD+c/k8273d2EHfDb7M4ubxwxh1dL6V3P8/PwYPHgwycnJ6HQ6k+MSVoUQQghhaySsXmNHLh7h3a3vMnDxQD5y/4jqpGrSMtMYHDqYxbct5uzUs2Q8lsGbQ95kUOggHO0cefjhh3FwcODbb7+1eF1DWK1bZ9Ua48eP5/jx4+zYscPkmCwDEEIIIYStkbDazGq0NWw6uYnpa6cTNT+Kdgva8Y91/6CwopCnez6N4hMFf6/8O8mjk7mvy334tTDtaKVUKomPj+fy5cukp6ebfZ6rDaujRo1CrVazZMkSk2Ourq4SVoUQQghhUySsNoOiiiK+PvA1E76dgPc73gxcPJB5O+YR4hHC/MT5ZD+ZzZ7H9vDu8Hfp6deTDes3NHrN119/HYCZM2eaPX41a1YB3NzcuPPOO0lOTjbZ+e/q6irLAIQQQghhU2xyg9XN4MSlE6RmppJyJIWNJzdSo63BS+2FJkqDJlLD0LZDcXN0M/m8IUOG8NZbb3H58mXc3EyPG3Tp0gVvb2927txJRUWFyQhqRUUFjo6OKJVN/33jgQce4P/+7/9YsWIF48ePNz7eokULcnNzm3w9IYQQQohrRUZWraTVadl+ejvP//A8MQtjCJsXxpNrnuRs8Vmm9pnK5kmbyZuex5Lbl3Bn9J1mgypAQkICtbW1xqoADXnwwQfRarX861//MjlWXl7e5FFVg7i4OMLCwvj000/rPe7q6kpxcfFVXVMIIYQQ4lqQkdUGlFaVsu74OlKOpJCWlcb50vOoFCoGBA/gvaHvoYnSEO4Z3qRrxsbGolarWb9+PRqNpsFzX3rpJd5++20+/PBD3njjjXrHGuqE1RilUsntt9/Oe++9x0MPPURoaCgAhw4dkjWrQgghhLApElavcPryaVZmriTlSAobTmygsrYSd0d3EiMS0URqSAxPpKW65VVf39HRkYEDB7JmzZpGz3VycmLQoEGsX7+eNWvWcOuttxqPVVRUXHVYBdBoNLz33nt88skn9R7v1q3bVV9TCCGEEKK5/eXDqk6qz3UOAAAEW0lEQVSnY3fublIzU0nNTGV37m4AwlqG8XiPx9FEaRgQNAB7lX2zPWdiYiJPPvkkx44do23btg2e+95779GpUyeee+65emH1j4ysAgwcOJDTp0/j7e1d73GVSnXV1xRCCCGEaG5/ybBaXl3OhhMbSM1MZWXmSs4Un0GBgtg2sbwZ/yaaKA3tW7W3WJD/jxo+fDhPPvkkq1evZsqUKQ2eGxMTg7+/PxkZGSQnJ+Pl5QXAqVOnmly2qi6FQkFAQMBVf74QQgghxPXwlwmreSV5pGWlkXIkhXXH11FWXYaLvQvDwoeRFJnE8IjhtHZpfV3uJTw8nIiICKvCKuhro86fP7/ezn2AYcOGXatbFEIIIYSwCX/asKrT6dh/fr9xen/H6R3o0NHGrQ33d74fTZSGW0Juwcnu6kcn/4jhw4ezaNEiq6bzx48fz/z583n11VcZPHiw8fF27dpd69sUQgghhLih/lRhtaq2io3ZG40BNbswG4Ae/j341y3/QhOlobNP52s2vd8UMTExVFRU4OzsTERERIPnVlZWAhAdHU1sbOz1uD0hhBBCCJtw04fV/LJ8Vh9dTcqRFNKPpXO58jJOdk4MCRvC8/2fZ0TkCPxb+N/o2zSRkJAAgL+/Pz169Gj0/CFDhtC/f/9rfVtCCCGEEDblpgyrRy4eMXaP2nJqC1qdFl9XX+6KvgtNlIYhYUNwtne+0bfZoKCgIHQ63Y2+DSGEEEIIm3ZThNUabQ1bT20l5UgKqZmpZOZnAtDJpxPP938eTZSGHv49UCqkIZcQQgghxJ+JzYbVGlUNXx/4mpQjKazKWsWlikvYK+0ZFDqIJ3o9wcjIkQR7BN/o2xRCCCGEENeQopGp6Os+T51dmE3Xl7tS5FGETqnDS+3FiMgRaCI1DG07FDdHt+t9S0IIIYQQ4tozuwPe5kZWvV28qbGvIfBUIMkzk4kNjEWllK5KQgghhBB/RTYXVp3tnen+S3cA+gfJ7nchhBBCiL8y2ZEkhBBCCCFsloRVIYQQQghhsySsCiGEEEIImyVhVQghhBBC2CwJq0IIIYQQwmZJWBVCCCGEEDZLwqoQQgghhLBZElaFEEIIIYTNkrAqhBBCCCFsloRVIYQQQghhsySsCiGEEEIImyVhVQghhBBC2CwJq0IIIYQQwmZJWBVCCCGEEDZLwqoQQgghhLBZElaFEEIIIYTNkrAqhBBCCCFsloRVIYQQQghhs+xu9A2Y06VLlxt9C0IIIYQQwgYodDpdQ8cbPCiEEEIIIUQzUZh7UJYBCCGEEEIImyVhVQghhBBC2CwJq0IIIYQQwmZJWBVCCCGEEDZLwqoQQgghhLBZElaFEEIIIYTNkrAqhBBCCCFsloRVIYQQQghhsySsCiGEEEIIm9VYu1WznQSEEEIIIYS4HmRkVQghhBBC2CwJq0IIIYQQwmZJWBVCCCGEEDZLwqoQQgghhLBZElaFEEIIIYTNkrAqhBBCCCFs1v8Dt4hDKNRsAV0AAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%pylab inline\n", "import warnings\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import rayopt as ro\n", "warnings.simplefilter(\"ignore\", FutureWarning)\n", "np.seterr(divide=\"ignore\", invalid=\"ignore\")\n", "np.set_printoptions(precision=4)\n", "description = \"WO2019-097669 Example 1\"\n", "columns = \"type distance roc diameter material\"\n", "# number of surfaces = 41\n", "lensdata = \"\"\"\n", "O 0.0 0.0 94.874 AIR\n", "S 20 127.304 72.98 1.95/29.37\n", "S 2.8 89.338 70.86 1.49782/82.57\n", "S 9.9 -998.249 70.86 AIR\n", "S 0.1 92.013 68.06 1.43385/95.25\n", "S 7.7 696.987 68.06 AIR\n", "S 3.014 67.306 44.32 1.71999/50.27\n", "S 2.4 33.224 39.56 AIR\n", "S 10.25 -131.888 38.24 1.618/63.34\n", "S 2 100.859 38.24 AIR\n", "S 2 53.85 39.72 1.84666/23.83\n", "S 4.4 193.868 39.72 AIR\n", "S 3.55 -73.371 39.72 1.603/65.44\n", "S 2.2 288.683 40.06 AIR\n", "A 50.598 0 38.97 AIR\n", "S 2.5 581.555 41.6 1.83481/42.73\n", "S 3.7 -130.482 41.6 AIR\n", "S 0.2 90.329 41.6 1.59319/67.9\n", "S 3.85 0 41.6 AIR\n", "S 0.2 52.765 39.96 1.49782/82.57\n", "S 4.9 448.658 39.96 AIR\n", "S 2.043 -118.745 39.48 2.001/29.12\n", "S 2.2 173.228 39.48 AIR\n", "S 4.55 114.635 38.5 1.90265/35.73\n", "S 5.75 -66.799 38.5 1.58144/40.98\n", "S 2.2 41.996 38.5 AIR\n", "S 16.922 57.835 34.72 1.49782/82.57\n", "S 4.8 -190.076 34.72 AIR\n", "S 0.1 44.19 32.6 1.95/29.37\n", "S 2 28.478 32.6 1.59319/67.9\n", "S 5.55 166.406 32.6 AIR\n", "S 1.903 52.698 31.62 1.804/46.6\n", "S 1.8 31.187 29.48 AIR\n", "S 5.15 102.833 28.82 1.84666/23.83\n", "S 3.35 -102.758 28.82 1.71999/50.27\n", "S 1.6 42.059 28.82 AIR\n", "S 2.583 0 31.78 1.95375/32.33\n", "S 1.6 68.581 31.78 AIR\n", "S 3.75 101.229 34.4 1.59319/67.9\n", "S 3.85 -172.177 34.4 AIR\n", "S 0.15 47.985 36.52 1.71999/50.27\n", "S 3.9 137.994 36.52 AIR\n", "I 54 0 43.2 AIR\n", "\"\"\"\n", "s = ro.system_from_text(lensdata, columns.split(),\n", " description=description)\n", "s.fields = 0, .7, 1.\n", "s.object.angle = np.deg2rad(16.820000)\n", "s.update()\n", "print(s)\n", "ro.Analysis(s)\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "System: WO2019-097669 Example 1\n", "Scale: 1.0 mm\n", "Wavelengths: 588, 656, 486 nm\n", "Fields: 0, 0.7, 1\n", "Object:\n", " Semi-Angle: 8.87 deg\n", " Pupil:\n", " Pupil Distance: 168.118\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 23.4427\n", "Image:\n", " Radius: 21.6\n", " Update Radius: True\n", " Pupil:\n", " Pupil Distance: -133.723\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 23.2093\n", "Stop: 14\n", "Elements:\n", " # T Distance Rad Curv Diameter Material n nd Vd\n", " 0 S 0 inf 94.874 basic/air 1.000 1.000 89.30\n", " 1 S 20 127.3 72.98 - 1.950 1.950 29.37\n", " 2 S 2.8 89.34 70.86 - 1.498 1.498 82.57\n", " 3 S 9.9 -998.2 70.86 basic/air 1.000 1.000 89.30\n", " 4 S 0.1 92.01 68.06 - 1.434 1.434 95.25\n", " 5 S 7.7 697 68.06 basic/air 1.000 1.000 89.30\n", " 6 S 34.034 67.31 44.32 - 1.720 1.720 50.27\n", " 7 S 2.4 33.22 39.56 basic/air 1.000 1.000 89.30\n", " 8 S 10.25 -131.9 38.24 - 1.618 1.618 63.34\n", " 9 S 2 100.9 38.24 basic/air 1.000 1.000 89.30\n", "10 S 2 53.85 39.72 - 1.847 1.847 23.83\n", "11 S 4.4 193.9 39.72 basic/air 1.000 1.000 89.30\n", "12 S 3.55 -73.37 39.72 - 1.603 1.603 65.44\n", "13 S 2.2 288.7 40.06 basic/air 1.000 1.000 89.30\n", "14 S 19.577 inf 38.868 basic/air 1.000 1.000 89.30\n", "15 S 2.5 581.6 41.6 - 1.835 1.835 42.73\n", "16 S 3.7 -130.5 41.6 basic/air 1.000 1.000 89.30\n", "17 S 0.2 90.33 41.6 - 1.593 1.593 67.90\n", "18 S 3.85 inf 41.6 basic/air 1.000 1.000 89.30\n", "19 S 0.2 52.77 39.96 - 1.498 1.498 82.57\n", "20 S 4.9 448.7 39.96 basic/air 1.000 1.000 89.30\n", "21 S 2.043 -118.7 39.48 - 2.001 2.001 29.12\n", "22 S 2.2 173.2 39.48 basic/air 1.000 1.000 89.30\n", "23 S 4.55 114.6 38.5 - 1.903 1.903 35.73\n", "24 S 5.75 -66.8 38.5 - 1.581 1.581 40.98\n", "25 S 2.2 42 38.5 basic/air 1.000 1.000 89.30\n", "26 S 14.105 57.84 34.72 - 1.498 1.498 82.57\n", "27 S 4.8 -190.1 34.72 basic/air 1.000 1.000 89.30\n", "28 S 0.1 44.19 32.6 - 1.950 1.950 29.37\n", "29 S 2 28.48 32.6 - 1.593 1.593 67.90\n", "30 S 5.55 166.4 32.6 basic/air 1.000 1.000 89.30\n", "31 S 4.72 52.7 31.62 - 1.804 1.804 46.60\n", "32 S 1.8 31.19 29.48 basic/air 1.000 1.000 89.30\n", "33 S 5.15 102.8 28.82 - 1.847 1.847 23.83\n", "34 S 3.35 -102.8 28.82 - 1.720 1.720 50.27\n", "35 S 1.6 42.06 28.82 basic/air 1.000 1.000 89.30\n", "36 S 2.583 inf 31.78 - 1.954 1.954 32.33\n", "37 S 1.6 68.58 31.78 basic/air 1.000 1.000 89.30\n", "38 S 3.75 101.2 34.4 - 1.593 1.593 67.90\n", "39 S 3.85 -172.2 34.4 basic/air 1.000 1.000 89.30\n", "40 S 0.15 47.98 36.52 - 1.720 1.720 50.27\n", "41 S 3.9 138 36.52 basic/air 1.000 1.000 89.30\n", "42 S 54 inf 43.2 basic/air 1.000 1.000 89.30\n", "\n", "System: WO2019-097669 Example 1\n", "Scale: 1.0 mm\n", "Wavelengths: 588, 656, 486 nm\n", "Fields: 0, 0.7, 1\n", "Object:\n", " Semi-Angle: 8.87 deg\n", " Pupil:\n", " Pupil Distance: 168.118\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 23.4427\n", "Image:\n", " Radius: 21.6\n", " Update Radius: True\n", " Pupil:\n", " Pupil Distance: -133.723\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 23.2093\n", "Stop: 14\n", "Elements:\n", " # T Distance Rad Curv Diameter Material n nd Vd\n", " 0 S 0 inf 94.874 basic/air 1.000 1.000 89.30\n", " 1 S 20 127.3 72.98 - 1.950 1.950 29.37\n", " 2 S 2.8 89.34 70.86 - 1.498 1.498 82.57\n", " 3 S 9.9 -998.2 70.86 basic/air 1.000 1.000 89.30\n", " 4 S 0.1 92.01 68.06 - 1.434 1.434 95.25\n", " 5 S 7.7 697 68.06 basic/air 1.000 1.000 89.30\n", " 6 S 34.034 67.31 44.32 - 1.720 1.720 50.27\n", " 7 S 2.4 33.22 39.56 basic/air 1.000 1.000 89.30\n", " 8 S 10.25 -131.9 38.24 - 1.618 1.618 63.34\n", " 9 S 2 100.9 38.24 basic/air 1.000 1.000 89.30\n", "10 S 2 53.85 39.72 - 1.847 1.847 23.83\n", "11 S 4.4 193.9 39.72 basic/air 1.000 1.000 89.30\n", "12 S 3.55 -73.37 39.72 - 1.603 1.603 65.44\n", "13 S 2.2 288.7 40.06 basic/air 1.000 1.000 89.30\n", "14 S 19.577 inf 38.868 basic/air 1.000 1.000 89.30\n", "15 S 2.5 581.6 41.6 - 1.835 1.835 42.73\n", "16 S 3.7 -130.5 41.6 basic/air 1.000 1.000 89.30\n", "17 S 0.2 90.33 41.6 - 1.593 1.593 67.90\n", "18 S 3.85 inf 41.6 basic/air 1.000 1.000 89.30\n", "19 S 0.2 52.77 39.96 - 1.498 1.498 82.57\n", "20 S 4.9 448.7 39.96 basic/air 1.000 1.000 89.30\n", "21 S 2.043 -118.7 39.48 - 2.001 2.001 29.12\n", "22 S 2.2 173.2 39.48 basic/air 1.000 1.000 89.30\n", "23 S 4.55 114.6 38.5 - 1.903 1.903 35.73\n", "24 S 5.75 -66.8 38.5 - 1.581 1.581 40.98\n", "25 S 2.2 42 38.5 basic/air 1.000 1.000 89.30\n", "26 S 14.105 57.84 34.72 - 1.498 1.498 82.57\n", "27 S 4.8 -190.1 34.72 basic/air 1.000 1.000 89.30\n", "28 S 0.1 44.19 32.6 - 1.950 1.950 29.37\n", "29 S 2 28.48 32.6 - 1.593 1.593 67.90\n", "30 S 5.55 166.4 32.6 basic/air 1.000 1.000 89.30\n", "31 S 4.72 52.7 31.62 - 1.804 1.804 46.60\n", "32 S 1.8 31.19 29.48 basic/air 1.000 1.000 89.30\n", "33 S 5.15 102.8 28.82 - 1.847 1.847 23.83\n", "34 S 3.35 -102.8 28.82 - 1.720 1.720 50.27\n", "35 S 1.6 42.06 28.82 basic/air 1.000 1.000 89.30\n", "36 S 2.583 inf 31.78 - 1.954 1.954 32.33\n", "37 S 1.6 68.58 31.78 basic/air 1.000 1.000 89.30\n", "38 S 3.75 101.2 34.4 - 1.593 1.593 67.90\n", "39 S 3.85 -172.2 34.4 basic/air 1.000 1.000 89.30\n", "40 S 0.15 47.98 36.52 - 1.720 1.720 50.27\n", "41 S 3.9 138 36.52 basic/air 1.000 1.000 89.30\n", "42 S 54.091 inf 43.2 basic/air 1.000 1.000 89.30\n", "\n", "lagrange: -3.6745\n", "track length: 192.01\n", "object, image height: [26.344 21.1652]\n", "front, back focal length (from PP): [-135.1613 135.1613]\n", "entry, exit pupil height: [23.4427 23.2093]\n", "entry, exit pupil distance: [148.1176 -79.7234]\n", "front, back focal distance: [11.5938 54.0773]\n", "front, back principal distance: [146.7552 -81.084 ]\n", "front, back nodal distance: [146.7552 -81.084 ]\n", "front, back numerical aperture: [0. 0.1709]\n", "front, back f number: [2.8828 2.9118]\n", "front, back working f number: [ inf 2.9258]\n", "front, back airy radius: [ inf 0.0021]\n", "transverse, angular magnification: [-0. 1.0101]\n", "\n", " # T path n axial y axial nu chief y chief nu\n", " 0 S 0 1 23.44 0 -26.34 0.1567\n", " 1 S 20 1.95 23.44 -0.1749 -23.21 0.3299\n", " 2 S 22.8 1.498 23.19 -0.05751 -22.74 0.2148\n", " 3 S 32.7 1 22.81 -0.06888 -21.32 0.2254\n", " 4 S 32.8 1.434 22.8 -0.1763 -21.29 0.3258\n", " 5 S 40.5 1 21.86 -0.1627 -19.54 0.3136\n", " 6 S 74.53 1.72 16.32 -0.3373 -8.874 0.4085\n", " 7 S 76.93 1 15.85 0.006096 -8.304 0.2286\n", " 8 S 87.18 1.618 15.91 0.08063 -5.961 0.2007\n", " 9 S 89.18 1 16.01 0.1787 -5.713 0.1657\n", "10 S 91.18 1.847 16.37 -0.07859 -5.381 0.2503\n", "11 S 95.58 1 16.18 -0.007944 -4.785 0.2294\n", "12 S 99.13 1.603 16.15 0.1248 -3.971 0.1968\n", "13 S 101.3 1 16.33 0.1588 -3.7 0.1891\n", "14 S 120.9 1 19.43 0.1588-1.347e-15 0.1891\n", "15 S 123.4 1.835 19.83 0.1304 0.4726 0.1884\n", "16 S 127.1 1 20.09 0.001868 0.8525 0.1829\n", "17 S 127.3 1.593 20.09 -0.13 0.889 0.1771\n", "18 S 131.2 1 19.78 -0.13 1.317 0.1771\n", "19 S 131.4 1.498 19.75 -0.3163 1.352 0.1644\n", "20 S 136.3 1 18.72 -0.2955 1.89 0.1665\n", "21 S 138.3 2.001 18.12 -0.1429 2.23 0.1852\n", "22 S 140.5 1 17.96 -0.03912 2.434 0.1993\n", "23 S 145.1 1.903 17.78 -0.1791 3.34 0.173\n", "24 S 150.8 1.581 17.24 -0.262 3.863 0.1544\n", "25 S 153 1 16.87 -0.02846 4.078 0.2109\n", "26 S 167.1 1.498 16.47 -0.1702 7.052 0.1502\n", "27 S 171.9 1 15.93 -0.2119 7.533 0.1305\n", "28 S 172 1.95 15.91 -0.5537 7.546 -0.03169\n", "29 S 174 1.593 15.34 -0.3616 7.513 0.06245\n", "30 S 179.6 1 14.08 -0.3114 7.731 0.09\n", "31 S 184.3 1.804 12.61 -0.5037 8.156 -0.03439\n", "32 S 186.1 1 12.11 -0.1917 8.121 0.1749\n", "33 S 191.2 1.847 11.12 -0.2832 9.022 0.1007\n", "34 S 194.6 1.72 10.61 -0.2963 9.204 0.0893\n", "35 S 196.2 1 10.33 -0.1195 9.288 0.2482\n", "36 S 198.8 1.954 10.02 -0.1195 9.929 0.2482\n", "37 S 200.4 1 9.925 0.01848 10.13 0.3891\n", "38 S 204.1 1.593 9.994 -0.04006 11.59 0.3212\n", "39 S 208 1 9.897 -0.07414 12.37 0.2786\n", "40 S 208.1 1.72 9.886 -0.2224 12.41 0.09251\n", "41 S 212 1 9.382 -0.1735 12.62 0.1583\n", "42 S 266 1 0.016 -0.1735 21.17 0.1583\n", "\n", " # T SA3 CMA3 AST3 PTZ3 DIS3 TACHC TCHC\n", " 0 S 0 0 0 0 0 0 0\n", " 1 S -0.1054 0.01466 -0.002039 -0.1487 0.02098 -0.4126 0.0574\n", " 2 S 0.1493 -0.07496 0.03764 0.06739 -0.05274 0.556 -0.2792\n", " 3 S -0.02389 0.06426 -0.1729 -0.01294 0.5 -0.04848 0.1304\n", " 4 S -0.03564 0.001203-4.063e-05 -0.1278 0.004315 -0.07463 0.00252\n", " 5 S -0.08352 0.1816 -0.3947 0.01687 0.8213 -0.05249 0.1141\n", " 6 S 0.01457 0.03317 0.07553 -0.2417 -0.3784 -0.06246 -0.1422\n", " 7 S 1.28 -0.05659 0.002501 0.4896 -0.02175 0.3673 -0.01623\n", " 8 S 0.01487 -0.03553 0.0849 0.1125 -0.4718 0.0633 -0.1513\n", " 9 S 0.7763 0.2509 0.08109 0.1472 0.07376 0.1876 0.06063\n", "10 S -2.216 -0.3018 -0.04112 -0.3309 -0.05068 -0.8756 -0.1193\n", "11 S 0.004019 0.01089 0.02951 0.09191 0.329 0.1355 0.3671\n", "12 S 0.1368 -0.17 0.2113 0.1992 -0.5102 0.122 -0.1516\n", "13 S 0.2404 0.1967 0.161 0.05063 0.1731 0.1164 0.09522\n", "14 S -0 0 -0 0 0 0 0\n", "15 S -0.2552 -0.2512 -0.2472 -0.0304 -0.2732 -0.2346 -0.2309\n", "16 S -0.0494 0.05727 -0.06639 -0.1355 0.2341 -0.1875 0.2173\n", "17 S -0.1547 -0.1329 -0.1142 -0.1602 -0.2357 -0.1423 -0.1223\n", "18 S -0.07583 0.1033 -0.1407 0 0.1916 -0.08119 0.1106\n", "19 S -0.0375 -0.0311 -0.02579 -0.2447 -0.2244 -0.1119 -0.09279\n", "20 S -0.5362 0.3605 -0.2424 0.02878 0.1437 -0.1101 0.07401\n", "21 S 2.721 -0.8966 0.2954 0.1637 -0.1513 0.8032 -0.2647\n", "22 S-0.0007379 -0.002438 -0.008055 0.1122 0.3442 0.1147 0.3791\n", "23 S -0.007147 -0.01407 -0.02771 -0.1608 -0.3712 -0.1577 -0.3106\n", "24 S -1.233 0.1158 -0.01089 -0.06214 0.006863 -0.2865 0.02693\n", "25 S 0.5173 0.4266 0.3518 0.3402 0.5707 0.3256 0.2685\n", "26 S -0.1479 -0.192 -0.2492 -0.2233 -0.6131 -0.09788 -0.127\n", "27 S -0.5451 0.1675 -0.05145 -0.06794 0.03668 -0.1091 0.03352\n", "28 S 0.06654 0.1353 0.275 -0.4285 -0.3119 -0.2252 -0.4578\n", "29 S 0.03468 0.03372 0.03278 0.1568 0.1843 0.4872 0.4737\n", "30 S -0.3519 0.2118 -0.1275 0.08694 0.02438 -0.1008 0.06065\n", "31 S 0.02948 -0.1002 0.3405 -0.3287 -0.04019 0.05002 -0.17\n", "32 S -0.04963 -0.1099 -0.2433 0.5553 0.6909 0.1311 0.2903\n", "33 S 0.02424 -0.07625 0.2398 -0.1733 -0.2093 0.1029 -0.3237\n", "34 S -0.1173 -0.01603 -0.002191 -0.01509 -0.002362 -0.3159 -0.04318\n", "35 S -0.009139 -0.03397 -0.1263 0.3868 0.9683 0.06251 0.2324\n", "36 S 0.03633 -0.07547 0.1568 -0 -0.3256 0.1042 -0.2163\n", "37 S 0.03791 0.1247 0.4101 0.2766 2.259 0.1409 0.4633\n", "38 S -0.01355 -0.05821 -0.25 -0.1429 -1.688 -0.03699 -0.1589\n", "39 S -0.02881 0.04525 -0.07107 -0.08403 0.2436 -0.04113 0.0646\n", "40 S-0.0005371 -0.002187 -0.008907 -0.339 -1.417 -0.06254 -0.2547\n", "41 S -0.02953 0.06992 -0.1656 0.1179 0.1129 -0.04745 0.1124\n", "42 S 0 -0 0 0 0 -0 0\n", " -0.0223 -0.02647 -0.00385 -0.05779 0.5846 -0.004818 0.002029\n", "\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAArcAAAFXCAYAAAC4MWZoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOzdeXwU9f0/8NckAYLchIWQRSRbiq1UErTVHrYVNR6gfqsIUg9qWwv9KeAFKHi0tZJEEcTKUatgLbC7BAM9JBeKrVarkJ1JQJKAXAoJYK23EMjOvH5/zG6y2exuNvfu5P18PPax2d3Z2dmddz7znvd85jMKSQghhBBCCGEFCV29AEIIIYQQQrQXSW6FEEIIIYRlSHIrhBBCCCEsQ5JbIYQQQghhGZLcCiGEEEIIy5DkVgghhBBCWEZSO89PxhWzDqUD5y1xYi0SKyIaEiciWhIrIhph40Qqt0IIIYQQHYwEysrM+3gX699FklshhBBCiA5WXg5Mnmzex7tY/y6S3AohhBCtEOvVq7aw8ndrq9b+NhkZQH6+eR/vWvtdOiuuJLkVQgghWiHWq1dtYeXv1lat/W0UBcjMNO87VCdkkK39Lp0VVwrb98vLPp51SId+ES1LxAppNrgZGZ2w8eliXfRdLREnjT7UwjHTxd8tpmOlS3+baD68rMzMIPPzzQy0tfPpAO38sXJCmRBCRNKdKlXd6btG0tYCV6dV4rpAW76b1bs0hPttSKLsWBnauWjYWPA/b6gfO7jPQKhpOrgRCPdbdNb/jCS3wpKs3rg2p7t//9awUn+45nSn7xqJJPkdo7v+ruXHyzE5bzLKj3fgFw/+5y0vB66/HsjLa2jwAzNI0nzt+usbr5AObgQ65beIQLoliHBi+rBQc6I5KmNlnfz94zpWRKeJuTixcreCrtQOv2vMxUpUMyZRfrwcGcMyoHRCQJFAeRmRsScPyoML6xv8Rsvh29PgomyUnz0VGZlKp8R6J/0W0i1BdC/dvTLV3b6/VKo7nxV+8y49vBxG2N81zAtduR66+tBzrFEUBZmpmR2e2Pp/97IyYvINCsrGTMGeZ7PBceMANK6actw47Hk2G2VjppjTlnVObHfWbxFOs8mtYrpQUZTrFUW5zvd3py6tFRrR9iS/R/O6a+Pq192+f3c9DNqVrPybd+Uh1bC/a5gXunI9dPWh5+7K/7sjtRz5+QCG78TEioUo/3AnACBjWAbyp+YjY1gGyj80X8Pwnea0qd1jnUXslqAoyuUAVgJ4D0C17+kRAEYDuINkSdBbOiTd6u6HmIN10u8Rl4eFRJfo8liJ9cPLrVk+C36nLo+TqGfWyYeXAz4YLCtHOTLMw8cI+JGBxj+4bwVwXIb5NMqhZHb2me8d9jvFTax0BRoG9m7biDGXTIGSkNBkPRiGgY0VGzHlnClQFKXRa8HvjXPh44Rk2BuASgCjQjyfDqAyxHs6hGGQmmbei077PSLGRhtvEcn6jg0tWA9dFivNfweD2lGNRhcHk6aRDod535Hv6Qjt+BvGbJzEjOCV7n+squbfut7wTxk4bawES/uxZKy027YteH0Hzdi1083E/3c+XTvdTT+0nWIlRrbT4fPXiC+aFdukEM/3BLAvxHuEdXRZ4xIP7XRb/7FjpGGIqAXrIWY3RNpRjY6nHdSOdm0wtWZ9x0qMtONvGLNxEjOCV7r/sarScDh4cFUuDf8/ZeC0sRIs7ceSsRKuTW3xDqSuk243Da9u7vN4NGr2STRUc8Yej86hI76gx6PTUBteMwxSUw0aHtXcYYry80ItX4xsp1ud3C4AoAG4H8BNvtv9vucWhHhPXGuP9sFCbUyXNS7x8Bu29R87RhqGiKRy20liPOClctv5/L+5ruvmb6/rrNrqpuOpUaza6qbhf94w4iPGW86SsRLuX107qjF9mYPurVUNr4WZ2DAMMwbS07l5VREdDoNul0GHvZaaak5r6AY1d5V5rza8pqoG7SNr6XFWsHaknYaqRlzA+n2rmqY7uDHSbLUuuaWZ4H4TwAMAngGw3Pf3OWGmbyRGvnzU2iPhiIekJVCEdRRzjUssNeJWqty2w+8ac7ESV+Kt0Wg9iZMo+avl7l3u+qQi8P80sJoeK0cn2lm3ihXDMOjeWkWHw2hoBsK0C9pRjelPpXPFE2t41pJRzN1YxLo6g263WdANfq+vyEuv16Brp5tpcyfSWebiRdOzqFYHJbdBn9nQKyZ2tr1BWp/ctvDWSLy12d2xchthHcVc42LRRrzLtcPvGnOxEpPCHUb2/x3YnzLeGpLoWCpOmltFrV6FhkFDVanVqPR6vXTvclOvz1pMuq7XP++v6hpB03Tpd2g7S8VKNJr81r4nDN0I6qliJsLp6QZzNxYxfVk6czcWNUqMA2PC3MY3TOve5abHo9M+spaqv9Lr/2w9dOU2hpuh9k9uAfw2xPONxMEP0+1J5VZI5baTBJ8AlJ5ullT8yazbbT5nzROESIvFSahV1Ki66n9dbX5D2Ci5cLlopKWxqsRFtUYNqNwGdLX17ZCqNSqrSszp6XI1SYQif1jDMoarzHVhGFoqVtoidJyZj71eM2kd+eQoLl34JnWvuf4CCxa6TuauOsAr7kljbl4hdd3oqHPMukKHJLfXhHg+KpKkdL5W/ObSuIhoSaxEI7ha63aTDgcNVa3vQ9co2bVeZcBScRJqFQUmFfWvq+EzB3+7rKqGOYm7irTbeTplEC+728b1xRV0lVRR141GCYiuG3SVVHF9cQUvu9vG0ymDSLudmruKDeebhWnzA2YUqU9luO/YSSwVK63R0O86aIelyc6JwaUL36Qj6X0zfhhiJ8tey7UpM82+txqbrNiGg0dxl5u1f3Ib5hYVObzc+Vrxm3f7xkVEzfKx0tKNfKjpA08SUmtUqtWe+sPPjmXprCxxUa32UK1RG04kCphBaxKNGMuRu0GchEgOIqyEhgqs1lC5VVVWFjtpuyeLQ1NP0W5vqOrWnySkkXY7OTT1FG33ZLGy2GmOqBCQCIVt80MsTwwWnCwfK80Ju/6Cd05Ug94dHm5eVUjda3ZNCVzFum7QXVxB73oXNY9urvYI/XnjLDdr/+QWwCMhno9KDP4jWZ5UbjtZjGUVHSyuYyWaVdXSw3ahpteOanQsS2fRxlzan0yjfYm90QlCao1K+xI77U+msWhjLh3L0httZFpz6LC593RymMZ1nLSVrpt9JXU9clJpGGY3AU+1xtJSvb5yG5zUeDwGncWVLD2iUlWNJusweN7++ao1cbHt7daxQoaPDU01zGG9/DvAqsrakXZOmmenWqMGHAkw402tUTlpnr1+dAT/6BuGqpnzCrEDHgfx4dchye0HIZ4X1tHtG5dA4ZKA+sbAfzKQ/15VQw6+boSoyEWaf5yI61hpru+k+bhhoxLNSgo1va7rLNqYSyPdV6WtUYM2XAbVGpWVJS4a6WYSXH8ikWGE3BhFXoDGJ6PEwFiVcR0nbeXeWsWklPfp3loVcbqGfrCku6SSE+faqdWojU8cM8zhoNKfSmfuqoNRrUNNI+0ja2mfNykeKnPdOlbCCRzWSzuqcdRT6czNK2TdDg/dJeaOjn3eJHqqNbpKqpg2dxJLj6h0l1TSW6rSVVzBtCd9SbCvS4PmrorbDQ9bm9wC+DzM7QsA3hDvsYTW7L3E4R5PcyzbuLQmkQyXBPircQdX5TacIBSY1PqTXN/JQgdXNa3IRZp/e3+PDhLXsdJc38mGJ9tWvvXHSlWJq9EA6o0+3yyvsarE1ThO2qF0HOo7SeW284Sq3Ibi736gesxE5u1hWVRdlfX9YtUajZq7inq6g5tXFTE93RzntLkdL6ncxk+shNP4ggwGc/IKmTj4EHNWHaDDQbpcRv0oCP4xbV0uo34TZB9Zy0F3T6Cn2mP+77uraKTH55lkPq1Obj8AMCzMa4dDPB9XwjXsrel3Eu49MZSAtFTcNS7R/tbtmUgGDqhdP9BgYIU2sKLrNqer2upul8pttN+jE2Iw7mKlOc31nWxa2W2+r2V9n1uPhydG2OnKOWCGi68a4yk16Mo5wBMj7NQ9nsbzi7KfZJMjCbHVr9JycdIWYf8vff/YhqpR9ejctLKQDnstVY/ZpqgenQ57bX0fy3AnrcXxtoeUWAmtURtEOosreOHNE1h62EPNo1N3uuv71fqPHumlKjVXJXWvUT+954inyfziVKuT28cAXBDmtcdDPN/p2rJuwiUH7Vm5bcthvy6Ou7hrXKI5vGw+186/a4ikxz+Ej78PlFHf2rTfB4eaXRcdeo67WGkrtUajfd4kqjUBVdkoq6JajcrMq2cyMUln7qqD1D0qVfskLln4JhOTdGZePZNaTePB1aOpLhuGeeg7fVnMnhDS7eIkksBDzH6GYVCrUal7PFSPeLhpVSGvujeN76RmsaLYHJ+0otjNd1KzeNW9ady0qpBqtUrd620y1m2cH3aWWGmGppHp9lq+OXQCdY/HLK4kJTWMuOI/cmi3k3azv+2mVYVMTzpE1VXZ1YvfXlqX3Lbi1uk6NXlsRXLSEcl3J4m7xiXqw8vhJm7JjMNMV1niov3JNHqqzcqbp9pD+5NprCxxRfX+ti5TFx16jrtYaSv/Ib+GQdDD7VQYvktqNk5gPEdULln4b45amk6txhwKbNSSUVyy8N/0HGnaF7fJ1YtCfGa4z4sh3S5OIgk8xEya3RZyNxZx1FPmQPsXTc9ietIhblpZyE2rCpk2dyKHjviC9rkTWVHs4tKF/2Z64iFeND2L7l1upi9z0FVSWd/tIM4PO0usNMPQDW5eVcir7h1O904XDa+3/uih/yQzw+MxR9HweOje6eKoJWdxy8I1NLwtv+BHjGp7cgugf+B9mFun67Tqpq6Tub5+lf69pFZcEaYlpHLbdtGN9dhMpT7EXkbI92gaa0famXXPEDOZ1XVWlriYdc8Q1o60R/X+SHszjd4TZtouOvRsiVhpiSb/myG7DYSopOo6DZebmrOCerqDVVvd9UODVZa4qKc7qDkraLga2peQ150P8ZlxcISx28VJREErzH/CWe7GIupeLyuKXHRl76en1Dzz3VVSRY9Hp1pjng0/apTBnFmHWVHkou710r21qukJY3EQFGFIrDRH02g4HCzMy6V9rnkSmaqaxVrPEZU/uDWLzqJK83G1RvvcSSzMy6URp1drCKNdkls18D7Mrd102f9kuA/2l/xzc0mXq6H8H817O1gHfay1G5eAH63xwOvR9bUMvHJQ/eu+PeYqf5KSW2QmMCUuGqra6PKqgVcYitRtIdz15GNso2XtWIlCcBWONFdNkxN43G5qiefTMfRzbl5VRL3Oy00rC/mDW7PoOVzKzauK6Bj6ObXE8+vbF3MUBa3JcE+hPjPGdfs4iaTRCWeqSs2WZfa19Z2bGnhpVMPwnbtqr6VmyzKrc6HiLX5JrDTHtw1QfZfSXbLw37SnGbTbzRPLbKmnaLMZtNsN87WRZr/tGNputId2TW61CNO1m2j7TzatXrSxchWueuY7IYi63vjvaN4bpSbL3kyy004fG063aVzCJpAhhExK608AMZ/z1unMnX2EZ6XWMnf2EXrrGsYjDK4WN0qSI3xe2MQ7NnSbWAknuP9kcFeC+n9lr07veifnPP88z1o6iptXFdGeUE2bcpz5Kwt51tJRnPP88/Sud9LwnywUUKgPvExqqD6bMa7bx0nUVJV6mt08acw/ukJQQ6/7DkvraXazXGctEitRMgxy86pCHumXyE0rC+nxGNxxWGX2ygPcscPgppXma5tXFVoop60Xf8lt1P0nQw2308KRDholDQFVuOAF0HWdrp0u3zAaIRLsgPe0JhFpsuxdO5xPt2hcgn87/wkdRsBQTYHThbw8oe9FzZeo5qw6wMREndPO2MzERN0cpuVph3mSUJidlSaXWPTN138Fq0bjrcbejne3iJVIgtdLo64EvqGd/Imue5ebSY8mMfeNXOpena7sA0wbcoqeUp25b+Qy6dEkune5G50Q5B+vNvAyqTEaC5F0+ziJllFXR/Wun3L43VcwJ6+IXq9B1XcymerRqesGneVu2m65gx88MJvakdJY3OltC4mVFjA8HtYOs3HTygJ6qlXa7s1i4uBDdBZXctPKAtYOs5n9b60n/pLbUNpcuQ1TCTU746eHT5p9SUbu6zlM/F0ihz4x1OzA7U+AwiSh6cvMEwOivRRjayu3HaRbNC4hjxCEONzrn85/Imoo/sR4d5GLtlvv5J/+NIe2W+/k7iJXowS16fsahseNdjlirMtUt4iVlgjuH22kO8wk1fDvJLtZWqrT31tFVc2u/KWl5mu6bg7nE3xCUAxX76MhcRKlg6tyuV3JYEq/j5g4oIa5qw7SPrKW/X64mvaRtXRvraJt+iwmJnjpTJjGWdNtsTpCRmtJrETJMAyq1SqXLHiDvfsfYv6KAq4vqmD2iv18aXkBe/c/xCUL3qBaHX4bFMfaNbntlD637aHJhiBcJXSZI3IS6jtR6Kr7Urn6+Vks2LCIE+8b3nCSUISk2RE8LE/QMsTwxqpbNC4hjxAEHO4NrKz6rsMQNrE0vDrV2WvoSb2KhXm5HPXUKBbm5dKTehXV2eHPUNW0hus/BFaGQw8VFJPVum4RK61mdoZsuHCDYVZj7Xazf5ymBj4OGLop+H3xT+IkSobXywMrc1m6/TQ3rSxi3WkvZy88QiVBZ3a2Ts8RD3cXuehaV0fvehe14KOJ8U9iJRqGOc66fe5Ejkj9gusG3M7SIVkcOvg0bYNOs3RIFtcNvJ0jUs1RNqq2RqjOxKd2SW61wPswt5hSf0Ug/wptUuWNsgO+r3JbWeSkOmgC9eFpDScJRXhfyBNBApfBF5ihrlgVA7pt49Jov+Zo08PAgT1WGvXXzS2iHYdp6/sRS3fUUTuqsXRHHW19P6Idh6nlFjWaPtT8Qn1eHLRF3TZWouG/0Ifur96qGvVR6Xx5wRp6Ss1rvBvpDqrOSnqyC3lyRBp1j1p/FapQF/2IUxInLRVwRvzw+yYxZ+VB7jis8ru3TODJM+0xdwinHUmsRMMXH5UlZncVw6NSdVbSZjPYv28tS9ftNp/z6KwscVttpASynZLbMYH3YW5dKlT/ycoSN9UwZxRHc4jXn4x4vTqXLPg3h6Oa6+94g67iSnq9erNV10ifYagaVfskM+hir0+lNC4M3VWkvv+k2njnxPDqfOGux5kwYzyd5WafSWe5mwkzxvOFux43TxAK2OHSVKPJIOsxXMmPRGIlAv8637yqqD5uDqzMZcGA87m7yMV1hbt5/12befqdUr6TmsU7b7XRXVJJh8Mw3xObO7+tIXHSUrrO/StyOWhiNlOHfky11MuXVhRS6Xucf39gdYcPR9mFJFaiEbJgRy5+4N8cisN8csG/QxfWrKN1yS2A+QASI03DGAqaUIlkpEO7Ic4ZazpPXyUtN6+QvfpWs1/fkxyUcprJfauZm1fY7MlrkT4r1LLFUJ9KaVxC0bT6a7rrHpWGo3FlTdd1OsvdzM7WedZZZHa2+Vj3bYTqL9frcFD3qOZ84nOQ9UASKxEEnzSo6wadRRUcmvIVs1fsp9L3QwJ1vHGORvvQU8zZUGjuOIc7gTF+SZy0hGHQcLm4NmUmExQvswfm0JNdxEUDc5iQ4OVfBs+k4Yri4jDxSWKlFTwenUNHfMG/bNnFkd97iDb753SVVFql/Qil1cntCgBlAH4QaTrGSNCE2jFp3AvAN/ySaoROIIO6DFAzr9GuHdXo3VHKdwZP4EvLC7hj7W6+M3gCvTtKm17HPczeUaihfJpb3i4mjUsoAV1J1Gq1/kx2/2vUNLpdBpOSDF75/U+ZlGTQ7Qrau/adPa9Wq427zcQviZVo+eIn7b6rOGzIVyzdoXPR8v3sO/AE1/7Fy6FDvmLafVdZISZCkThpCU1j7ZlpvOMWG3NX7uf2tbs5sP8XHG6r5ZwFh3nHLTbWnpkW7zvG4UistJRhsDAvl4m/Po83Pp1LDNzHM6bdxsvusTW5nLeFtC65pZngngfgTQCrAXzb9/g8AOeFmD6mNYxRqtUPim2o5iDIao1G3eNh7UjzGsxNzlRXVdYOG8oLf3oxn8l9vn5sweAzmv2XvdM9HrO/rcfXpy7EUD4xThqXMMLtJOkejS7bLO7a4uT8/3uVI3GI83+yjbu2OOmyzaLu8Q1XF2JHJ85JrETL10fuwMpceoZP5KaVhfRuL6VnfQXzVxTSM3wiD6y03FWE/CROWsJoGArQ69U541eracMHvOLqdTx92htyyEILkVhpCd+QO8aoUSzamMtTtac4e/Vq7ipcx9oz07plhT+qYABwMYD/AfgngNd8t20hpo1poUZP0OyTOGL4F7TPm0T3ThcnzbNTq1GbdBn48t+vcdHwa4nkj6j0Pcy8h58z+18GjEVJ31BQk+bZ6d7pon2eOW/NPikeRkcIJo1LMxq6nJjr1OXUmZio85yLb+I/+mTyt8Mu48t9M/mtK3/JxESdLqcefkzb+CaxEi1/pziPhxseeo49kg/zOdzM55SfsucZR5i/osAcE8yaSYvESWsYBpdNn0tlwH7avrmMGLiPc557Lh62IW0hsdISvorJ6WVL+U/H9/n04Et5ybQe9OTebV5R1Zo7y2Rrk1sAQwGs9VVuMyJNy3gMGqOhcuup1uqv292ky8Ann9B9xjVUUv9DoI5I0bip36XkyZMhT2JTa8x5eaobKrdxuKGSxiUaAd0UPNUan5m8lqNsbvbu9RGVi37P3kkf8ulfPECXy6CnWrNKN4RgEist4Rv77bFh1xNnHGfPnp8zqddxovcxvvRkfrfcELXDzbKOr3qS04fOpnL17UxI/pR9zn6el/0y2cqHmkmJlZbx7TS/mvYDfq/HP/lhcir/p/TlFziDxpYtMdPXsQOEXc8JiOxtAG8AuBSArijKWEVRkpt5T/xQFCjjMzH+vAQkfJiJKVMSoBzPhKIoUBQgM9OczJO/D0/V/RqDvhyPXj29UD7OwAsnbgff24fyciAjA1AU/ywVKMfNeSV8aM5bGZ/ZMIGwlvJyjJm5EAVjc5A5bBxS1AKkfjoMDz35KQbvvwv6wOO44F9b8Q3sQeawcSgYm4MxMxcC5eVdveSiq2RkAEuW4M0eX0PyLTfjF4+UYdz4Eig/uQFnOo4D+fnmNEIA+GStG4s+zEfZjAnYuPQ/+O7xNGx6UUfGUXb1oolYoSjAiBEo+TAL3/jVN2F74Sn0HtAPv+txLz7/5JiZzHSzHKS55PZCAKMBHAbwIoB1AA4rivKEoig9OnrhOlNGhrlNGXeugT2vbAANAySwYQNx7cPfxHe85cg/eQVe6Xklfjrkj1ijz8Tfiipx/fVEXh5AAjTM944715DtU3eRkQElPx9nXzoVO196Dw8eegyPeB/Gi3/NxqdXX4nUs5fi9AfA5Ft6Y+dL7+HsS6dCkeDo3hQFuOgifO+YgYFVt+P5x85G2dvT8P03J+DbX/9ht9wQifCSbQOggNjz1324aN4kpOIt9FQUKBIjIlD//nDwfbzxSh3eHXsjHvneOhxURiHZPrKrl6xLNJfcLgQwCICD5PkkxwP4GoCBAJ7s6IXrTP5K7XuvbUTvabdg77aNKC8H5t5/GnVZD+DaSX/DN6niT1//CtNO/AlvTzwT9/a4HzPnv4+FvkLc3m3me997baNsn7oLf+AoCjKmjMHi37+Fxeeeib3bnoVeNgWH33oWj337XCx5pgIZU8Y0ml50YzYbfnrH55i9ywXvxfOR1ON/+OXAd5FwzjldvWQixoz84zoc6p+GN18EUr4Cbv+iCHjh+YZDi0IAQK9euOp3w3HZIReyLtwP9bVP8dAPN6LXjy/t6iXrEgoZ/tCGoijvwbxoA4OeTwRQRfLrQW+J++MkNAzs3bYRYy6ZAkCBtmEP9qYAUy/5Op6+4yHMX3sX+ickYOu/BkOxvwvWjIPy3nvInDoGAOvfqyQ0t98Q8zoy+4r7OAmHmobaqych55x78Wq1HddcMgh3/e12JP/9H1DGj+/qxesoEiutsWEDeNNNOHDeaHy0qz++U6chwbkeuPHGrl6yjiJx0kr8+GN8nP0wBvzxBSjuDUi8+pquXqSOJrHSSidefxUf/6sYfb9+DgZOnQ7Efy4SSdg4aS653UtyTAtes1bQlJWh7OqHMBn5WPTCIejbk3DfQ8lY3O+3OOeP9+I9WwIe/Pko5GMyMl9+zGp70tK4tAaJPa/mIWvuJzhcPhNnZjyLrU8OwtmXTrVytVZipTUMA1i8GKeXLcFXn/4XJ++ZhbTHnrbyxkjipC1INDnJw7okVkQ0Wp3c/hXAJpJ/CXr+FgBTSV4b9BZrBQ0JlpUj76Nk3FsyF16XC2cOfhx9+3yAysMrkPTTn2Lp5U9i6pBaKJmWa3CkcWkl6jq23n4lXnpxIm742RZkPV8MJTGxqxerI0mstBYJut2ou2cOehQUQznvvK5eoo4kcSKiJbEiotHq5NYOYBOAkwA8MIPiOwB6A7iOZHXQWywZNIZhIG/3RnywNg2PLj4XPXEKCx/YixE31WDq2ClIsGalRRqX1vIdbjYMA4qiIMHlsvKhZkBipW26T0VO4kRES2JFRCNsnCRFepcveb1QUZRLAIz1zaiQ5Kvtu3yxbeeHO/HgtgXI2rkEX2EA9B4nkD7iC8zftgDfsJ2NzFRLdUcQbTVlCuD14viutzD83O+bj4UIJ3DcQSGEEG0WsXLbCpbcIyKJva9swFlT70D257fjw++8gacP7cehtX/AmMtutOqQLLLn3BZlZcDkyeb4ctZPXCRWRDQkTkS0JFZENFrXLaEVrBs0moa6rEvxxZefoHfvvkjueQaUoiJAzoBvDevGiV/3OdQMSKyI6EiciGhJrIhoSHLbZiSoqnj/nRKcdUGWeYKQtccrlcZFREtiRURD4kRES2JFRCNsnFjyTKjExERkZmZi7NixyMjIwNKlS2EYBgDgwQcfRGZmZv1tzJgxSExMxJdffhl5pooCJTERo5Y8DyUpCRg/HgQwZ84cjB49GuPGjYOqqiHf6vF4cO6552L06NGYM2cO/DsUv/3tb2G32+uXpaCgoD1/BhGFDomVEEi2KVbmzZuHb3zjGxbw3ogAACAASURBVBg3bhyuu+46fPrpp63/0qLDdGQ8FRUV4eyzz8bo0aORm5vbkV9DtIOujoVTp07hxhtvxOjRo3HhhRfi0KFDAICtW7fi/PPPx7nnnovzzz8f27Zta5fvK1onVuPk0KFD6N27d/1n//rXv26X79tpSLbnLSb06dOn/u/jx4/z0ksv5SOPPBJy2ptuuokPPvhgdDM2DFLTzHuSW7Zs4ZVXXknDMPif//yHF1xwQci3fec73+Fbb71FwzB45ZVXsqCggCT5m9/8hosXL27BN+tU7R0bMRcnZAfGSpC2xkpxcTHr6upIkvPnz+f8+fNbtRwdpFvESjQ6Kp68Xi8dDgf379/PU6dOcdy4cdy9e3e7LHMn6lZx0tWxsGLFCs6cOZMk6XK5OHXqVJKkqqqsrq4mSe7atYtpaWkt+l6dpNvESqzGycGDBzl27NiWfp3OFnY9WzJoAoOFJPfv38/BgwfT8CWlfmvXruUFF1xQnzS01IwZM+h0OusfjxkzhjU1NY2mqamp4dlnn13/2Ol0csaMGSQluY0F8RIrgTZt2sSbbrqpVcvRQbpFrESjo+Lprbfe4uWXX17/ODs7m9nZ2W1f4M7VreKkq2Ph8ssv51tvvUWSrKurY0pKSpPPNgyDgwcPZm1tbVSf3Ym6TazEapxIchuDNwBfhnjuEwDDAh6PAnAEwOiA5yYAKAtxeyvM57wM4KKAx68C+HbQNN8G8ErA4x8CeNn3928BHAKwE8AaAIO6+rfrbrd4iZWg6f4B4Jau/u3k1nnxBOAGAM8HTH8rgOVd/X3lFruxAOBdACMCHu8HMCRomhsC2xy5SZz448T3mV8B0AD8C8APu/q3askt4ji3FlPf8VhRlEQA6wA8THKf/3mSrwFoybhNoTozB3dWjzTNKgC/9z3+PYAlAH7Rgs8XHSMWY8W/PA8C8AJY34LPFl2rPeIpmvgRsa8zYyHidIqijAXwOIDLm1lm0fliIU6OAhhJ8n+KopwP4K+Koowl+Xk0X6CrdYvkVlEUBwAdwIe+px4CcJTkC0HTTQDwVIhZnCD5fUVR7gTwK99zE2HuSZ0ZMN0IADVB7z3ie77JNCSPB3z2czCre6ILxWqs+D7zZwCuBnApfbvYIra1VzwhuvgRMawLYsE/3RFFUZIADADwse8zRgDYDGA6yf2t/lKi3cVKnPi2MacAgKRHUZT9AMYAKG3td+tUXV067ogbAsr8AGwASgD8zvf4uwAOoh26AACYBKAQ5p7PdwFsDzPdDt/rim/6ib7nhwdMcw8Ad1f/dt3tFkexciWACgC2rv7N5Nb58QSzEHEAQDqAngDKAYzt6u8rt9iNBQB3Avij7+9pAPJ8fw/0vWdyV/9GcovpOLEBSPT97QBQDWBwV/9e0d7ae5zbmKAoig5gF4AeMA/hrgWwlKShKEoxzFL+0aC3TWYL92AV89Jky2EmHicA/Jxkqe+1MpKZvr+/DeDPAHrDTFhmk6SiKGt9y0KYfW9nkgxeLtGB4ihW9gHoBeB/vlm+TTLOxmaxvo6MJ0VRJgJYBiARwBqSi9p14UW76opYUBTlUQClJP+uKEqy7zPHw6zYTiN5QFGUhwAsAPBewCwvJ/khRKeL4TiZDOBR3zLpAH5D8h9t/8adw5LJrRBCCCGE6J4seREHIYQQQgjRPUlyK4QQQgghLEOSWyGEEEIIYRmS3AohhBBCCMuQ5FYIIYQQQliGJLdCCCGEEMIyJLkVQgghhBCWIcmtEEIIIYSwDEluhRBCCCGEZUhyK4QQQgghLEOSWyGEEEIIYRmS3AohhBBCCMuQ5FYIIYQQQliGJLdCCCGEEMIyJLkVQgghhBCWIcmtEEIIIYSwDEluhRBCCCGEZUhyK4QQQgghLEOSWyGEEEIIYRmS3AohhBBCCMuQ5FYIIYQQQliGJLdCCCGEEMIyJLkVQgghhBCWIcmtEEIIIYSwDEluhRBCCCGEZUhyK4QQQgghLEOSWyGEEEIIYRmS3AohhBBCCMuQ5FYIIYQQQliGJLdCCCGEEMIyJLkVQgghhBCWIcmtEEIIIYSwDEluhRBCCCGEZUhyK4QQQgghLEOSWyGEEEIIYRmS3AohhBBCCMuQ5FYIIYQQQliGJLdCCCGEEMIyJLkVQgghhBCWIcmtEEIIIYSwDEluhRBCCCGEZUhyK4QQQgghLEOSWyGEEEIIYRmS3AohhBBCCMuQ5FYIIYQQQliGJLdCCCGEEMIyJLkVQgghhBCWIcmtEEIIIYSwDEluhRBCCCGEZUhyK4QQQgghLEOSWyGEEEIIYRmS3AohhBBCCMuQ5FYIIYQQQliGJLdCCCGEEMIyJLkVQgghhBCWIcmtEEIIIYSwDEluhRBCCCGEZUhyK4QQQgghLEOSWyGEEEIIYRmS3AohhBBCCMuQ5FYIIYQQQliGJLdCCCGEEMIyJLkVQgghhBCWIcmtEEIIIYSwDEluhRBCCCGEZUhyK4QQQgghLEOSWyGEEEIIYRmS3AohhBBCCMuQ5FYIIYQQQliGJLdCCCGEEMIyJLkVQgghhBCWIcmtEEIIIYSwDEluhRBCCCGEZUhyK4QQQgghLEOSWyGEEEIIYRmS3AohhBBCCMuQ5FYIIYQQQliGJLdCCCGEEMIyJLkVQgghhBCWkdTO82M7z090HaUD5y1xYi0SKyIaEiciWhIrIhph40Qqt0IIIYQQwjIkuRVCCCGEEJYhya0QQgghhLAMSW6FEEIIIYRlSHIrhBBCCCEsQ5JbIYQQQghhGZLcCiGEEEIIy5DkVgghhBBCWIYkt0IIIYQQwjIiJreKogzsrAURQgghhBCirZqr3H6kKMoriqL8UhJdIYQQQggR65pLbisBLANwCYD9iqL8TVGUaYqi9O74RRNCCCGEEKJlmktu60i+TPJmACMArAcwFcARRVGcHb50QgghhBAieiRQVmbed1PNJbeK/w+SJ0nmkbwegANAcYcumRBCCCGEiCw4mS0vByZPNu+7aaLbXHK7PtSTJD8j+WIHLI8QQgghhIhWYDILABkZQH6+eR/8WjehsH2z+e61a2BtSvOTtJrEibVIrIhoSJyIaEmsNIc0E9aMDPOx/29Fad108Snsl2j1OLeKosxo7XuFEEIIIUQrBVZkFQXIzKxPWGkY2PPKBtAwGr/Wjaq4bbmIgyXSfiGEEEKIuODvQztuXEPXAxLUNJQd1UASe7dtRO9pt2Dvto2NE93A7goW74vb6uSW5LPtuSBCCCGECMPiyYiIkr/6unMnmJGBsuPlYFkZTv/kGjz01DUoP16OMZdMwUn3Ooy5ZEp9orvn1TxzWn+XBItXcZvtc6soyhUAfgLADrOvSg2Av5EsCjG5/NdZh/R5EtGSWBHRkDhpqcD+kv5kJPBEIev0nQwmsRKOPybGjcOebRsxcfcC5E/NR8YxoDwVyEjNBACUHy9HxjCzQrt320acOOfruOGlKcif8hIyjytm5XfnzniPodb1uVUUZRmAuwD8C8ATABb7/p6jKMrT7bmE8UB2nEW0JFZEtCRWRBP+oCgrq6+ucVwGyrILwHEBia5/Ggme7sPfh3bnToyZuRAFY3MwblgGyocryEjNhKIo0GrK8PNf/RFaTRmgKDj5rbORkZpZnwT7K7+B/XStprluCRNJTiTpJvlv380NYBKAiZ2wfDEhRDsjGyQRUnCsyLZHhBMYK9dfD+TlSZwIH3/yCgD5+eC4DOTlAdfdM8qMk3G+vpOApQ8tiwD+BsMwQE2DZtOx54+LMOaSKSg/Vo5Z8+djw9Y9IIHKFwdi58srUPniwPpEt+yoWcktTwWMvDzs+W8VqOuW3UA1l9zWKopyQYjnvwOgtgOWJyYFtTPdeeg40YzgWAEkTkRogbGSkwMsXChx0u2FOlkIZlwsmHsat59YjAVzTzfEif8EoXHjLJukCB9/g7F4MU7/5Brcv/QqXLpzLvK2vQf+qzcOOv+Mubc6UF4OvM+zYCAB7/Ms7F07EO++/Az2/GUg8l7di+vzbsDWg6+g909vxdFH7rXuBopk2BuA8wC8A6ACQInvVul77vwQ77EkwyA1zbyP9JzFRIyNNt4sKzguukGckBIrrRIYGxInEickzSBwOMx732PD4WBliZuu4gpedZ+druIKVpa4aQRN1+h98U9iJZhh0HC5WDtiOHWnk54jHuasOsD0dIOeUp2bVhbRU6rTMMgdhzX2++Fq7jis0Vunc+nCN1m6Q6fDYdBVUkVPqZf7V+awdsRwGi5XPDc8YddzxMotSZXkhQAuAbAAwEIAE0heSNLTgTl3TAkaQi7sc0IEx4XEiQhHAZGJMig0oJSXIXOceS/Vt24sIwN46SVzaCfDgDbUQHHurzDx3QUggFunLwEBTHx3AUoenwHj3HPN4Z8Mw3yff6B+YT2KgrIfjcE1U70o++EYvLd2EJ59NA0z5h1C1f/2YtaBZ6Ck7QQAvPf6OCRXTEPC8XHY9dFOPDP0Vuz53178au4hjD5u4NqrdLzjuNac14/GWHIDFdVQYCSPAXiPZCmAEx27SLEjmn610vdW+IWLBYkR0YgvIKiVoezqh8C8jcDkyWDeRpRNehDcIJ1vuyMaRFneXnPVT56M9/+0GNc4r8bS/yzFzBErMe9XDjzx4GuY9ysHZo5YiT+88wds3J2H1Q9cgdM/ucYMq7y9oCGxY0kkkt/dizJm4tA//osFDyXgt1/egS3/mYl7fuZA3bpNwLEMlJcDc+/2Ap98Bezdi4xhGcgZW4C7b3Pgd/N7oerOpcD/PkLPfe+jDJlmvFlwA9WScW7/GXRvedH0q5W+t8IvXCxIjIhGfAFRvrc3JiMf5V+/AcjORvnXb8Bk7waUz10rwdINleftweSbk1FW1QsH58/A8Jxn8K8zZuP3zkxcVjcKf80+iHveBP6afRCX1Y3CI2vHYvIuImebguoFs1BW1QuTb05Ged6erv4qor2RQF4ean++Fj1dm1Db/3LMmn8E7l8V4s65v0Dhy0kofuogMjPM4v2Taw8g7aqHgR+dhAJgaspJFL2chBfyP8d49yUYctWj2KOcjR4b/wHl9d7A1VebCa6VROqzEHgDoPrutQjTWUrT/pMGtaMajYD+KRbuKyd9nlqocR/KhlixcIz4SawECLu+/S/oOqmqNDwqNdWg7lFZO9JOvdRDzVVJw6Oa04SYSZzHksRJBIZHpWbLYkWhk9+9+WJeepeNOSv30ZbyFe12gznZOhMTdeZk67TbDdpSvmLOyn289C4bv3vzxawodFKzZZnxE/8kVgJpGo30dO5fkc0lC96g3W7Qbjfo3lpFwzDbkHeGZfGNx2dT93qpqgbtI2t9fWuz+XmajR5nBQ2DVFWDttRTZkyt3M/9K7JppKWRalzGTdj13JbL71pecH/J8uPlmJw3GeXHy8NOI6ylJV0K/LEAEHm783Cd+zrk7c4DwKhjRLowxL+wlXr/Cxs3mo+n3IDkjzbAnVCBK3/yFYr3FyHjwUlmnGzcGHImchTAupTxmRhXlIttO0/g+IY/Y2KfzVieOwIDv7kUi9fswcXTVNjG/hFp51biidV7MOibS7E8dwQm9tmM4xv+jG07T2BcUS6U8Zld/VVEe8vIwJ5nc3DTv4txzlOzcfctb+JvfwPGjD0JAMj7qDcu/uwFlD9yHIV5j6NgTyEmXrEePY658d7cjbjcPgFXzjsTZWUEUstR+HIP3LHwEF56/WfoOf9BFP7s92CGxeImUuYbeEOcV27bUvHwV+F0XQ+oxjWt4nbGsnQi2XNm605C1o5qdDyVzjVr5tDxVDq1o9G/OU5PepZYCRCxcut200hPZ2WxkwUbcmi7J4sDswcyYwY4aM7FLNiQw8piJ430dNLtlsqtheMkmKEbXPHEGuIhhTfd9jRPn/LSlb2foxIOctPKAv5qxvNMwGn26/cZnYv28SzlIJ2L9vH0KS9vuu1pKg8ncMUTa2jo8RkcQSRWgqiqwZRBn3EgPuLQlC+Zs6GAWffaqFZ76PEYHDzwBIcr1bz/rnz26HOYg3GU91y3lGkJ1UwZ/BmdTp2eapX2J9O4/InVtKXWslffav7ujN8w3V4bb9scv3at3MZlTak1FQ9/Fa3smFmx3fnhTmT6rgDir+KWHStvcaVNqi/xwz+MZDQnIfvjZZxtHF5NnonbHv07Xk2eiXG2cVHHSEs+T8SmwKM5JFF2rMw8m72sDPj617Hnj4vwY202Vv+5AEpePh5NWIxs93gkOvOw+s8FuKz8XpQ8PgMcPdo88cwwzHmQcqTIqkiULy7BkoWXYtoHy+DceCMWb34FY846hfX9p+P5fbfjhzOTMeJ7v8dK92FknLcdz/a+Hr0G7sXiza/AmXcjbnz/KSxZeKnZ51YO/1gHCUPVsOe/e/D0H/qgx+DeuOvR49j818W467kRSH53LzIyFMybn4y//eUzfGt6LX48rQqf9krAycv74q8vfoa5c/th6lQz3UtVv4azHl2BVQ+/ht8+cQqr+y/ANdP/i3N1zVoxEynzDbzBV7FFN6rc+qtoqhqqr635nKoaLa60xUn1RfacW0jTSEe6wS0L19AYNYqcM4dGejo3ryqkw15LTY3tFd4GEithaEc1Op52sGqrm7Tbadjt/PcTsznjpwO4QxnPHYu2cPv7O/jII7l8+/dbWKqM579y7uTMmwfxVOpQ0m5n1VY3HU87WnQEIEZJnPgE98+vKHbx7aFZLPpFLte+eJqK4uWix+poH1nLzKtn0lXm5PZ1uzg45RhfWr6FpR/s4LkTb6d9ZC0XPVbHhAQv1754mv9YsJovLd/Ck2faaahqvGxrQpFY8dM0vpOaxTMGHKKrpIqaRnpKdQ5N+ZLDUr6ks7iCixZ5mZigc1buG0z89XlMGfQZ+/X7jAkzzzOfS9C5bp2XOasOcGjqKQ4b+BnVUi8Ng8xddZC9BxziO6lZcXfIkJFy1kgvNpoQGBN4H+ZmKf7O12pN6O4HhmG+pqpGPDYezZHGJUA03VAMg9y8qpDV/RJYvXA2OWoUD67K4Z232vhOahYNNXzD0ZZuLjFAYiWM+i5NXp2qs4Jv5M7mln7nccavVrN3cjVn577BAbMnMLHXMWbd/gp7J1dz/qx8vtx3PF/PmUXVWUHdq8dzbASSOPEJ7H6kHdVouyeL/foc4B96T+WOO2/kgl7zuXPLemav2E/b4C+Zv6KAnw7pz63JGTzcT+Ezuc/TNvgrrl/n5T/WZ3NBr/ncceeN/MMZNzK5/wF+95YJ1GrUeO3mREqsNDAMend4uGTBG9zxgYeqatBbqtE1ZBbzVxYx7b6JTOn3CQfgI25cXsDCvFx6hmTRY8tiYV4uNy4vYAqO8TfTXmDi4Pf55II36Royi7pHMy/4sN3L++/azLrtpfG4F9S65BbAfACJkaZhnAVNS5MIf+UlVNUk0mvt8dldTBqXAFGta12nkZ3NU8Ns1Ldv58FVudR37GCtPZXG7Nmk19u2+ccuiZVIDIOau4r2kSeZddEv2X/AR7TZDPbre5L2NIO3/uhtKqjjoH6n2a/vSdpsBvsP+IhZF/2S9pEnqbmr4nGjE4rEiU+jyq2u891CJ2+c46F98Mdc2+92DlcO8+GHc5g5aSaHK0d44U0X82/rHmPqt57hwgXZvGDaxUxTqvnkA2/wvGkXcbjyAdf2u532wR/zxjkevlvopKHrUrm1QKyQpOauYnrSofpqfW6OQYe9lqpHZ2WJm57hE7nmrsfprfOShkF9Rym3LFxNvc5Lb52XL9z9OL1npXPzKvMqZg57Ld0ugx6PwZTBnzFVOczNq4q6+mu2RquT2xUAygD8INJ0jKOgaVNCGtRStGeiHIOkcQnQcFKhEX5j4XbTSEyi58YcPv/sHazun8Dnn72DnhtzaCQmmScINZmvf3SouNrxCdZtYyXc8G+NXlRV6qPS+cr/3c93kMlJ35zKuXfm888DZ3Ldna9zGI6wLz7hklvN5+bduYmTzpnKd5DBrdfOpz4q3RymJyjw4nC4uW4bJxFpGt8elsVefauZveIA1y/az0EDP+PAq7KZOvC//HXySv7ozgG86doKAgb79K7leVMv4q+TV9I+7HN+7fu/46CBn3H9ov3MXnGAyX2r+fawuDzEHEhixc8waHhU5q8oYMpdWVy0Yh/Thn1B53qveVRZ182uS8saTl7evKqQIxP2c/OqQjPvWJbOqq1uGrpOtUajc72X9tQvuL6wgrZbZ/GZ3NXUSz0x34CE0LrklmaCex6ANwGsBvBt3+PzAJwXYvqY1+rqqWGQTic5ZAi5fr25sWnhPKRyGz9xEo55mM9oWk0zDBrbt/O1H8/kWQn7OXdsBo/1AueOzeBZCfv52o9n0ti+vcl7NHeVOb+43g5131gJPrzcaOe1odM+963I4fxe8zi094ccjKPs0+tzJiUf56xnn+Ot6VM5HB/w7v9byqTk4+yX/AVTcJwDehzh/F7zuG9FjtneBB1fDvy8ODn83G3jJCJdZ+miAg4a+iXXrdNpt5PZ2Qbtw77gnX3/REU5zXOuvI1fDRjEqYluvtXnh/zmFbdRUU7zlv+r5KiEQ8yZfYTp6eSiRToH2r5k6aICc6zk+CWx4uf751ZdlbSPrOVLKwq4pf95LNiQU///7/XqzN1YZFZuNY36jlJuT5lAfb2TutdL1043PR4zsXU87WDBhhxu6X8eX1pRQPvIWqquyrhoQEJofXJLM8G9GMD/YF6d7DXfbVuIaeNGfaVDD1/yCOxze/rvf+XphETqAE8nJtJISaFe6qF7axX1cEOv+D7EiFTti13SuIRgGOYhIj3dPEnIv6NiqCpPDOrPUwDn26byJMAXEqay1vf4FMATg/rT8A2UbRgGq7a6qac7qLmr4i02gnXbWGmucmuoKrVqDxc/8DqB07x7eil/0+NBpuAo+/T4kg+Mv5KvJJzHhxPm8f7/dz97J33JwTjGF5J/xqsv/w+hnObiB16nVu0xY0cqt3EZJxGpKmuH2XjRrZfxMVcBBw88wXWFFfSUevluoYvZK/axbPokvqWcx7Owj2/3+g73PbOI2Sv3cccHHnqcFdzxgYezFnzAYbaPmTlpBmuH2eJ1UH4/iRU/MxEx842SSu74oJQX3jyB64t201NtnvPjKqpgvz4HueSerTyZ3JuF/X7E/GE/oTfNzspiFzOvnkn7sC/oKdXpKqniusLdvPDmCdzxQSndJZVm1bYVBbsY0LrkFsBQAGt9lduMSNMyzoKmvtLhrgq7x6JppH1kLe1zr6L7zDH8FH34GZK5Aj/naSWRm//wDyalvE/31qqIH2JW5+Jup6jbNC5RHVoOqrg2Ogyk6zywPJtTr/wRZ55zO4fhA17U003Ay8uS/syh+ID/78J7OfXKH/HAimzSN16y/1BR8LzDdX2J4QSm28RKtOp7JNRonHhfGv/Z/wf82g9+x9+vL2DPPtX89pnPUMFpXjRqHpMTPyHgZebwpUxAHS8ZvZDfuvKXHJz6OUdk/JH/7P8DTrwvjWqNFqvrP1oSJ6GoKvU0O1c8sZoX3DSBw5QPeMFNE5i7sYijljr45Ix5fBU/4m09V/EcWxEfxFxu7/MDLn98DUctdTB3YxGH3JPFXv0P8A9nTOOau3Kpp9klubVSrGgaa89M46zpNrqKKzh0uHmFMbfL7HvrWVRAZ8I0jkh8n+cnvsVRZx2hAi9X9ryNnj++zfTEg3QNmkk1p8i8up3N4NDhp+gqruCs6TbWnpkWdwmKT6uT2wMAZgBIBvAtAGMBJEd4T9xoSeV2R8EaZifMpBeg1vMCftGjP70A9dzHpXJrgcYlqkPLQf/4/n5Oulenml3AHcjkEBxjz6Rj7I3P2BefEtDZB5+yNz5jzx7HOQTHuAOZVLMLqHv1+j5QYReGcXPoudvESrQChxFc8cRqDsNhDuj/BafMVmlLPcVLp/2NPRM+4tOJU/nn5J9zAP7H+zCPvRI/4mW/eIVpI08y66eVHNDvCw7DYa54YnWrhh2MMRInoRiG75DzSb60fAsXP/A6Fy3fz/R0gw/cvZm9eh9mj4Qvufp5g+npZL++H3NQ0lEm9q/m7256genpBhetOMBFy/fxb/c/T/vIk+Zh5jjb4ASRWAlkGDRcLtaOtLOiyMnS9RV0FVfSW6pSTZtEdX0F9Wef4+3KM5zys2P0eAz2G1TLMb3e4qeuF6k6K6lmF1If5aDHWUlnUSVL11ewosjJ2pF2Gi5XvMZLq5NbG4AnAPwXgAeA5vv7CQA9Qrwn7kTTD1YvLeVfe4/nDmQyFR9w7qB5rAN4fOrVNCKcAR9nfWyDdZvGpcWVW7JRVX5E6ud8GPM4AB/x/OGrCOgEThAwfPc6r/jxWxyIj/gw5nFE6ufhjxhI5TamYyVagetK9+p88oE32K/3l0TyUV4xcxsT+lUzKeFL9k36hEtvzWcKjrKv8hF79z7JhP41vGLmNiL5GPv2+YpP/3wz9TpvLK//aEmchGIYrCxx86LpWXx7WBbtQ0/RlvIVXdn76R1u55s9v82xioevv+Hl/TkHmdzzYz7r+AVfXrCG3oQkuma9QVvKV7QPPcW3h2XxoulZrCxpenW7OCOxEsx3xHDS3DR+MWIoZ023Uav2NJy38dYJLkmYzfO/e4Rv7lM55pKZ/I79cZ7Y8vdG54poNSonzU3jV0MHc9Lc4U2PHsaXVie3TwF4DkC/gOf6A/gTgKdDvKdLRWz8w7zYqFIX5hD04QdmcTsyuCj5JtpwlKn4gI/3m8btyOCRBXPCHlYOOzpChAWNoQ2YNC4BwvWnVI94+NTP89kPHxGo48D+bxAwmInX2QtfcDxeJ2DwrKHlBOrYF//lU7flUz3SuA+l7AhZJ1aCGYbBlxesoQ3H2K/n59z+9mk++cAbTEmq4XLM4LnYzqw+z/GFhJtp6/cZn3zgDb7z9mn2Tf6SNuU430mZUN9XO85JnISizwj3HAAAGqhJREFUaTQcDlYWO1lR7GL+igJu6X8+K4pc1FyVPPXSRq5Lvo49h2xnUu9qThmygJ++vImGV6eWW8SKQie39D+f+SsKWFHsMi/fHOclfkqsNBXQh193Oll7ZhorS1z0enW6SirpqVZZ+YubeWnyJo7BLp6Jg3SlTaVx6hQ91SpdJZX0enWqNaoZI2lprCp2NunLH2dandy+B0AJ8XwigPdCvKdLBR62bZIshDu8HDjEk7uKRnrQNKrKdwZP4KCEYzwDH3Ncj5d5uW0e++ITDk74kB5bVuO+TZpGw3eSUNjhnYKWJXBZY+jQc7dvXAJ3NELtqGhHNU6aZ+frKRPYI+ETJvT4hD2vu409E09wtH0pAYOjRz7NnokneMb1tzOhx6dMUj7h6ykTOGmevcm8/POPoR2caHX7WAnLV21JX3IWl1+7mqlKNUsXFfDksKFclXwjtWlZ3HT5r5nS73/8+/znWHzGeL6TMoGliwo5PKGav/3pal5173BWlcTtYcNAEieh+P7htRqVjmXprCx2srLYSVdxBdPTDbq3VvFUVQW3TJjJ4cphvvnISzQM8/n0dIOu4or69ziWpVOraTpsXBySWAnWOMGpP+/DvctN+xI77Uvs1GpUHn92KTdN/y4vmHwBPfvepHZUq3/dvct3tUN/jIQYhSXOtDq53dvC17pUxGQkXMbgb1hUgw6HQdVZwaoSl9ndQNNolHq4tudt7Fl/mNlgIk4SMJiEE1zb4zYapR5zWq+XVSUuqs4K8xCAGvkz/c/HaGLT7RuXiDtL9D1Xo3LdHa9TQR374hP+/rKltCnHueTR53jNlW9zyaPP0aYc5++zlrIvPqGCOq6783VqNWrTecXeDk60un2shOWrylVtddOpreeVWeOZ89oilq57l6lDP6an1EtncQV79a3muoJdXPHEaqbbTzLHvYWTr/oh054YzqKNuVaoxJESJ+H5qnJVJa76eEl/ysE5a9Yw/Slz2+A54uF3b5lAzxEPtaNao9ertrrN95W44r0S5yexEixMlzXd62VliYtqtad+m6LWqLQvsVP1bWfUag8rS1zUvd7out3Fj1Ynt38FMD3E87cA+HuI98SMcId5w1V0DdU8YaeyxM33U5J4YGUu1bSJ3DzvOSbVJ7a1BHQm4kuiPsH9ipvnPUc1bSIPrMzl+ylJrCxxm/Gihq/QRrOsXazbNy7N7A+ZfXR1g/krCvn17z/KAWd8yDV9buNw5TC/ccVtVPof4TeuMB+v6XMbB/b5kKO//zvmryikoYfvQxuH7U23j5WwzLNSfUP5lPLjtMG8au5w5ryeS/vcSVRrNFYUu+rHrfQnLFfdZ/arqyx20vDE7TA9wSROwgkYE9k8CVmne5ebo54aRfcuc8jB4ISl0eu6bpVKnJ/ESiSNKnlNqyERj1zH4QYmglYnt3YA7/jGt10C4EkA/wKwHYA9xHtiXqiKrqGq9ZU0Q9dZWeKiq3g3zxzyMX+etNSX2J4m4PX9rfv+Pk3A4M+TlvLMIR/TVbyblSUu32UPzape4F60XKEsfuIkkkajK7ir6Eh6n0tnPkBlRgZ/PHsgf/NIDh9zvsxefav5mPNl/uaRHP549iAmzMzk0pkP0JH0vtmxP/4qtOFIrEQSkLgYqkr3TlejpEX3elm0MZfeurqGhGWnrwJnnWSFlDgJr/FZrQ1HAgNGVAlOWPwjtviPMga+1wKJi8RKJMHJqr+tCFeR1XXzCpn+naBu0KZEFQwALgEwG8AcAJdGmDYmRTwbnk2TTu2oxvRlDrqKd3PbY3dy8NecBOqY4KvWAjp74EsCdRz8NRdfW3QnXcW7mb6s8TyCE9k4OfPdTxqXMIIrt1pOIfXU4SzckE1nuZPpy9K5u8jJN4dO4O4i87Fzp5OFG7Kppw6nlhO5chuHJFYi8a9o34YlOGlp1C0pOGHxb4wsECSUOImOP/lwu8n0dPPeMBonKIbR+HXrJCt+EiuRBG88ghNWVSXtAWMdS+XWmkHT3I5Kkz1i/2NVZe1IO393RT/eueg1Lpg2k99wLGfOff/kQzf/mv2n/pKeOdNojBplVn9DzSNMAMXBzpM0LtHyNyROJ43SUrPf9eEdnDXdRvXwDrMfXGmpefnmtLR4H1w9FImVaIRJWgyvlwdX5dKoq5OEReKk8c5QYBy43WRSknkfGEvW2gHyk1hpieCENTi5tVZCG6h7J7et7ttoGDRycqgnJPDIglmcedMAVvcDC92LOGluGrW7ptFITCRzc8POJI77VUrjEi1/FSUtjbTZSLudhtPJU8OH0nA6zUbG93x9FcZaJFai0VzSkpsrCYvESWOBG4rgyq314iOQxEpbWD8+/MKuZ4Uk2lG7zqyjlZUBkycD+flAZiZAAuXlQEYGoCi+iQwDeOIJcOlSeA0voOtIXL4S3rn3oodOKPfeC8yfDyQkAGg6j+DPiCNK85O0WlzFSVRIc2WT5oongWuvBf7+94bHimIGgdKRP22XkFhpqcCGggQ2bgRuuAHYtSuoAbIUiRMRLYkVEY2wcdKtk9uoE1FNA66+Gpg1C1i+HPjHP4C9e4H77gNefhkYP75+0qgS5vggjUtbxPGKbwWJFRENiRMRLYkVEQ1JbqMRNh/xvzDu/7d371FWloUex7/PngvDRZAMy0tKpkxHkwHFhCxUTkmWViJCmmnewhiRBLwApmk4gyWogRe8UYguLmolJkLmhaOpB4EZTAM04yRoyjlLQZAZZmY/54/NpBnDbBAaeub7WWuvWez97r2egd96+e3nfd737Q5Ll+Y2gC1unFCnceeifJkV5cOcKF9mRfmw3GqbuXNRvsyK8mFOlC+zonz8y8qtJEmS1GIyLT0ASZIkaUex3EqSJCkZlltJkiQlw3IrSZKkZFhuJUmSlAzLrSRJkpJhuZUkSVIyLLeSJElKhuVWkiRJybDcSpIkKRmWW0mSJCXDcitJkqRkWG4lSZKUDMutJEmSkmG5lSRJUjIst5IkSUqG5VaSJEnJsNxKkiQpGZZbSZIkJcNyK0mSpGRYbiVJkpQMy60kSZKSYbmVJElSMiy3kiRJSoblVpIkScmw3EqSJCkZlltJkiQlw3IrSZKkZFhuJUmSlAzLrSRJkpJhuZUkSVIyLLeSJElKhuVWkiRJybDcSpIkKRmWW0mSJCXDcitJkqRkWG4lSZKUDMutJEmSkmG5lSRJUjIst5IkSUqG5VaSJEnJsNxKkiQpGZZbSZIkJcNyK0mSpGRYbiVJkpQMy60kSZKSYbmVJElSMiy3kiRJSoblVpIkScmw3EqSJCkZlltJkiQlw3IrSZKkZFhuJUmSlAzLrSRJkpJhuZUkSVIyLLeSJElKhuVWkiRJybDcSpIkKRmWW0mSJCXDcitJkqRkWG4lSZKUDMutJEmSkmG5lSRJUjIst5IkSUqG5VaSJEnJsNxKkiQpGZZbSZIkJcNyK0mSpGRYbiVJkpQMy60kSZKSYbmVJElSMiy3kiRJSoblVpIkScmw3EqSJCkZlltJkiQlw3IrSZKkZFhuJUmSlAzLrSRJkpJhuZUkSVIyLLeSJElKhuVWkiRJybDcSpIkKRmWW0mSJCXDcitJkqRkFO7gz4s7+PPUcsJO/GxzkhazonyYE+XLrCgfTebEmVtJkiQlw3IrSZKkZFhuJUmSlAzLrSRJkpJhuZUkSVIyLLeSJElKhuVWkiRJybDcSpIkKRmWW0mSJCXDcitJkqRkWG4lSZKUDMutJEmSkmG5lSRJUjIst5IkSUpGYXMbhBD6A98C9gEi8DrwmxjjIzt5bJIkSdI2CTHGpl8M4QagGzANWLX56X2BM4CXY4zDP/SWpj9M/27CTvxsc5IWs6J8mBPly6woH03mpLlyuyLG2G0LzwdgRYzxoA+9ZGjS4c5F+TIryoc5Ub7MivLRZE6aW3NbE0L4/BaePwKo+UhDkiRJknaw5tbcfg+4JYSwG+8vS/gUsG7za5IkSdIuY6vLEv6+UQifJHdCWQBWxRj/1sSmTvenw8NCypdZUT7MifJlVpSPJnPS7NUSAGKMfwshvBdjXBdC6LjjxiVJkiTtONtyndsnPvRTkiRJ2qVsz00cdubhAkmSJGm7eYcySZIkJcNyK0mSpGRsT7n1TENJkiTtkral3IYP/ZQkSZJ2KdtSbgd/6KckSZK0S9lquQ0hXBJCKACIMa744E9JkiRpV9PczO3+wKIQwlH/isFIkiRp28QIS5bkHg0NMGMGLFqU+3MeN6JNTrO33w0hHAZMApYBtwDZxtdijIs/tHkr/CtMlrc/VL7MivJhTpQvs5KnGKGqCpYvh5EjIQQYNgzGjoVOnaCkBCZMgNJS6NEj93pCtv/2uzHGxSGEscD9wGd4PxgR6LdDhidJkpoUI1RXQ1lZcgVF22FLpbZ8aD17vTWRU8sv5NXH5tLrwGWs2ftiRo0qJMakS+4/2Wq5DSHsCUwADgD6xRir/yWj2sXEbJblj84kxiwhZOjW7xRWPDYbgNIvDyZkvFywJGnHaiwwMb5fYhoLSgito6Roy6qqoH9/KC6OlH9rFWszC5k0vjcPbriX6VWL+N2CCvrOn8GkDmsYMfQV3ljTgZEje1BXF5g3D3r2bOnfYOfa6rKEEMKrwHhgGnAgudnaP8cYa5p4S1LT/ZArts9MuIiu4yZTlI3UZQIrL7+AruMmA5GVlw+jz8jrUyy4HhZSvsyK8mFO8tQ4S5vN5gpMbS2UlETe29hA25ICamoCbdvCI49AJpPkbK5Z2YoYYeZMGDkyUv7FJdw2e3fuKB5AtiBQ1C/S556nGPfNGzi6ZCbxv4ooaMhyVs399D/iCea+fjYPPhhSyU2To2+ukR1JrtS+BvwSmA68FkL4aQihaMeNb9fUWGz3HX8Tr44ZypOVD3Hv0Ccp6juBZysf4tUx5ew7/iaemXARMZtt/gMlabNsNvcfVEND7qSPxYtb78kf+kfV1TBgAMybB7W1kfXvZjn8Uw/TUPcmR+z/MBs2ZKmpicybl9uuulUeU229qqpgxIjIt79azYWPHMOdxQN445sNrDpnEAc8/UdmXHkzdz95KtkFhaw+5xSKfnQUlw/4GZMWnstZpeNZ9qds8rlpbs3tGKADcECM8V2AEEJH4LrNj+E7d3gtp7HY7lN5E78/o4I2+45gWHkd76wtpsONtZS068v1N3yFV777KY6tHMMzkOoMrrZRtr6eZyZexO6H9OKdF5+nz4jryRQ2u7xdrUg2Cz/8Idx8M7z6Klx/PdTV5WZRHn0UDjuspUeolhJj7gvPCSfA5EmRgk1rOYepTFo8ggcYxIBFsxjORGbXncXkSZ04eWCgoSH3vn/zWTjloXGJSm1dPZNn7skpmUPJfHkde8wtZkj7C6gZ/UnOG3YaMTuRFXuV89MbB3Pbe8dw8OjeTGMIdzxwOtmqGkZc0o7u3Vv6t9mJYoxNPoCX2bx04UPPFwAvb+E9yfjTvHvj6o4h3jWsInbpXBs7t18TpzIo3sOg+Bxl8c7MoLhH2zdjly7ZeNeFlXF1x0z807x7W3rYO9JWs/ERH8lqqKuLvzt6v1gXiO8UEesgPn5iWWyoq2vpoe1MZmUbZLMxVlbGCNlYyMZ4aMcHYmBdJGyKkI0VFbltEmRO8rB4cYydO8cYQjaW9747juPiuD+vxHsYFLvySpzKoLg/r8RxXByHHnl3zGSy8eMfj3HGjKRyY1aasHhxjHvvHeP0uzfFiSecEf/WjriqPfGu4eNjxfQH43HntouTjzog/rZDWTzv251i5YzfxgXjh8WHOx0enxz3g/h4UVm8pPy++OlPZ1PITJP/zs1NM+be/c9PNpDAupWmxGyW/6v6AzEG1r1bSsHba7huQzmfYTlj+TFnFl7D4Owsbtg4jLp332a3Aw+lMBtZ+fZf2MJfl1qJbEMDvxpwCL2f/Cufi0/Tpe5turOAXnOqeejcvmQbGlp6iNoFLFkC4ysjhdRSTxEvrPsWkQ4QCwmZeq69NreNWqcYc4/2JXWUPTuHOxjC5YzhrS7LuSSM4bW9l3NFGMOdDKHnc3NoW7KRwYMjo0enfZhZOTHmjvK8/Nu7KX9oGs+cfCRLht3Oj341nOenXMXwaT2Z+1wlp22Yy+dn92fVQ2eyuuf5fL/t46z+YweOqqvm3SUTOG/USkaMyC1xSFFz5falEMIZH34yhHA6ueveJmnFY7P51LW3MP+sSq761fGMy4zgcyznaBayks+yrP5rdOclDmA5bWo28NzvSmhX0pnJz99E9ZvuXVqrefddyzHzVtCXBSynD3V04k98kS+wgKNmPsO82eNbeohqYTHC/Pmwdh3UU0wxG+jFU8BGArXEbIa1ayPz57v2tjWKEVasgKIiKMpsogfLuTyM4aUDV/CzNXMYG29myutzeHOf5VyRGUN3llNf/y6z7q9jyBDSPsysv+cjhMikeQN5priMuZteosvUWdw6cCoXPJXhO5m7Gd1+EhdmrmdcQwWn338A3bPVXHT2Uno/fB1XlR3B3GfvYb+3s9TXp7ufaa7clgPlIYQnQggTQgjXhRCeBC4EfrDzh9cyDjrmZFZdVk7xESNYu64NIcKjHEf8wBLlV/ksT3AcJ4X7mPjbY5nz7d/w3e9eR/c93bu0Vh3+spqOm+BFDv2H55dzKB1roMPK11toZNpVVFfDlCnw+e41QCRSwPP0BtqS2Xww7JCe65kyxVm41qi6GkaPhosugquPmUkGGF1YwZyDIt9nEoE6hjKJXm/AFYU/owDo/5nhDPreW9x6Kyxd2tK/gXamxnwMOucN9jlyFD1LXubQsgmc0jCTa/82m57xBUpL/8A73/gav2gYwuHtH6BH5kWG3HsXE6cfzhNnVbD/+b0YXTSaNh1XJFtsoZlyG2NcHWM8ErgaWAn8Fbg6xvj5GOPqf8H4WsTLT9zPvtfeTO3CiXTqWEs2QD/mE6j/+zYHsIxjmM+v40BGfP1xTpzxDaZNG8nSt9y7tFbru+7NuhIo5YV/eP5zvMC6Ylj/6X1aaGTaVZSVwZAh8N9LSwAINNCLZ4GNRAIQeHFJB4YMyW2r1qWsDCor4YYb4IonBtMAVNaN4Rsvw+0MI1LIzQxj8b5wdcPFZIF5f76RWVP35PzznblNXWM+Zt25F6ufu44ltd14YelIZhcM5tL9vsMLRYewbNkXKJj+MN/LTGHRhgFUhe5MOe1sRpy+iGOmjuF/bn2eyrpKatd1S/oExLxO7Y8xPhZjnBRj/HmM8fc7e1AtrVu/U3jtkvPpP/UyrjxpLldkJ/ISpSzgCLqyjNKCh1nKwfyFUja2ac+RX6nhvZp3GHbEBZR9wv+RWqv+p1zG04P78Af6cghPUchaDuZpFtCXp0/tQ/+Bl7b0ENXCQoDjjoNOnQJFhYFNdOB5vgi0JUsbMpkGOnUKHHecZ763RiFAt265NZWbssUspZRrqODgV0u55BMnUkE5Q/c7kS6vlXJVQwVVlFJUtBunnFzkzG0r0JiPGAPD+t9Hn9oqji86mDVnDeL8e7/D5OM68uvCQbyz58e4vWAoV3a4munfepmlmTKuv6s7z35tFFdWL+T43t/hr50zFBamu5/xulVbEDIZ9ujxBUIIdNxtOfWduzCq/c28QinX8GOmNYxlRsEghredTHHHzrz7ygvUZ6Br508TUk2KmpUpKOCEOxbw/IllVNGX/y3uTFX4EgtPLOOEOxaQKSho6SFqF9CzJ1x2GdTVZyguDvQ+/I9kqCFk6slmC7n00vTvHqSmhZBbB7mxtoglR57IOUzh6mwFH3+zlGupYO/XSvlJtoJzmUJ17xPZ8F5bZs8OjB/vbH9rEAIUF8NBX/8uN51wBn3ue46ek7/PT066kR6nj+Kn57/O7j/vw50lA3jmG3PY94Rfss+SW7ntvWPY59D1PF1cxm6HjeS2n3Vl4sTcXe5StNU7lG2HZFZwfPA6t4+fUUFxrxFcUF7H2nXFdGhbS0m7yPU3tqF24UT6TRvD6tHlqV3n1jvEbKf3r3N7BO+8uLA1XOfWrGyjxuvc3nQTjBuXu85t/eZVTwlf59ac5CHG3A09fvlLuP++yMa313JyzVQmsfk6t+Suczurzfdo97HdOXlg4Mwzc5lJaG7FrDQhbr472dAL6thQs4YnCwax8Utr2bigiCHtn2T0iPs4b9hpTL90Iuv36pK7zu3GY9ntsiN5aWEDVz4wlrjHHlx0cTsuvjh3h7t/Y03mxHK7FR+8Q9lfL/kBb7Y/nr+s6sjRJ/XmtUW/Y893H2a/n97CqsuSK7bgzkX5MyvbIZuF2bNh4MDc4eS4+SL8PXokVVI+yJzkqaoqd+ex886DysrI+vWRrx42l8df6MGxh1bxyKLj6bBbYPTowO23wwMPJDcDZ1a2YskS+PrXI6ceX81V9/XludoDeP2bDdR94jT+c/qPePzMCq688WRuazuQ188dxGc+sYplixo444EpXNOvgv84+1Iu/1EmhdxYbrdXY8HtOm4ShVmozwRWXn4BXa+ZDBFWXn5BisUW3Lkof2ZF+TAneYoxd2Z8Ngtf/Sps3AglJZGNNfW0a1tITU2gTZvc7XkzmdxyhMS+EJmVrWicvR01KjL0qCXcNmt3bi8eQCwKFB0b6XPPU4z75g0cXTKTuKCQgobIWZvup3+vJ3h49dnMmRNSyY3l9qOI2SzLH51JjFlCyNCt3ymseGw2AKVfHpxisQV3LsqfWVE+zMk2ijE3ixs333J15EiYMAFKS53l/wiSyMqSJdC/PxQVRcpPWsXasJBpv+jNg+u/RnXfUioWVPATxjCqww2MGPoKb6zpwKz5Pdi0KTBvXjLr+i232mbuXJQvs6J8mJOPoHE2N4HZtnyYlWY0fvFp/NITAgz9QT17vTWRU6+5kOEnz6XXgctYs/fF3HxLITG+/8UooS9FllttM3cuypdZUT7MifJlVvK0pZI7bBiMHQudOkFJSZKltpHlVtvMnYvyZVaUD3OifJmVbdRYciF3M4/Zs+Ggg3JrshMstY0st9pm7lyUL7OifJgT5cusKB9N5iTJM6EkSZLUOu3omVtJkiSpxThzK0mSpGRYbiVJkpQMy60kSZKSYbmVJElSMiy3kiRJSoblVpIkScn4f5cfTkAT/n5mAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "description = \"WO2019-097669 Example 1\"\n", "columns = \"type distance roc diameter material\"\n", "# number of surfaces = 41\n", "lensdata = \"\"\"\n", "O 0.0 0.0 94.874 AIR\n", "S 20 127.304 72.98 1.95/29.37\n", "S 2.8 89.338 70.86 1.49782/82.57\n", "S 9.9 -998.249 70.86 AIR\n", "S 0.1 92.013 68.06 1.43385/95.25\n", "S 7.7 696.987 68.06 AIR\n", "S 34.034 67.306 44.32 1.71999/50.27\n", "S 2.4 33.224 39.56 AIR\n", "S 10.25 -131.888 38.24 1.618/63.34\n", "S 2 100.859 38.24 AIR\n", "S 2 53.85 39.72 1.84666/23.83\n", "S 4.4 193.868 39.72 AIR\n", "S 3.55 -73.371 39.72 1.603/65.44\n", "S 2.2 288.683 40.06 AIR\n", "A 19.577 0 38.868 AIR\n", "S 2.5 581.555 41.6 1.83481/42.73\n", "S 3.7 -130.482 41.6 AIR\n", "S 0.2 90.329 41.6 1.59319/67.9\n", "S 3.85 0 41.6 AIR\n", "S 0.2 52.765 39.96 1.49782/82.57\n", "S 4.9 448.658 39.96 AIR\n", "S 2.043 -118.745 39.48 2.001/29.12\n", "S 2.2 173.228 39.48 AIR\n", "S 4.55 114.635 38.5 1.90265/35.73\n", "S 5.75 -66.799 38.5 1.58144/40.98\n", "S 2.2 41.996 38.5 AIR\n", "S 14.105 57.835 34.72 1.49782/82.57\n", "S 4.8 -190.076 34.72 AIR\n", "S 0.1 44.19 32.6 1.95/29.37\n", "S 2 28.478 32.6 1.59319/67.9\n", "S 5.55 166.406 32.6 AIR\n", "S 4.72 52.698 31.62 1.804/46.6\n", "S 1.8 31.187 29.48 AIR\n", "S 5.15 102.833 28.82 1.84666/23.83\n", "S 3.35 -102.758 28.82 1.71999/50.27\n", "S 1.6 42.059 28.82 AIR\n", "S 2.583 0 31.78 1.95375/32.33\n", "S 1.6 68.581 31.78 AIR\n", "S 3.75 101.229 34.4 1.59319/67.9\n", "S 3.85 -172.177 34.4 AIR\n", "S 0.15 47.985 36.52 1.71999/50.27\n", "S 3.9 137.994 36.52 AIR\n", "I 54 0 43.2 AIR\n", "\"\"\"\n", "s = ro.system_from_text(lensdata, columns.split(),\n", " description=description)\n", "s.fields = 0, .7, 1.\n", "s.object.angle = np.deg2rad(8.870000)\n", "s.update()\n", "print(s)\n", "ro.Analysis(s)\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "System: WO2019-097669 Example 1\n", "Scale: 1.0 mm\n", "Wavelengths: 588, 656, 486 nm\n", "Fields: 0, 0.7, 1\n", "Object:\n", " Semi-Angle: 6.1 deg\n", " Pupil:\n", " Pupil Distance: 209.287\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 34.1998\n", "Image:\n", " Radius: 21.6\n", " Update Radius: True\n", " Pupil:\n", " Pupil Distance: -138.113\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 24.1061\n", "Stop: 14\n", "Elements:\n", " # T Distance Rad Curv Diameter Material n nd Vd\n", " 0 S 0 inf 94.874 basic/air 1.000 1.000 89.30\n", " 1 S 20 127.3 72.98 - 1.950 1.950 29.37\n", " 2 S 2.8 89.34 70.86 - 1.498 1.498 82.57\n", " 3 S 9.9 -998.2 70.86 basic/air 1.000 1.000 89.30\n", " 4 S 0.1 92.01 68.06 - 1.434 1.434 95.25\n", " 5 S 7.7 697 68.06 basic/air 1.000 1.000 89.30\n", " 6 S 50.952 67.31 44.32 - 1.720 1.720 50.27\n", " 7 S 2.4 33.22 39.56 basic/air 1.000 1.000 89.30\n", " 8 S 10.25 -131.9 38.24 - 1.618 1.618 63.34\n", " 9 S 2 100.9 38.24 basic/air 1.000 1.000 89.30\n", "10 S 2 53.85 39.72 - 1.847 1.847 23.83\n", "11 S 4.4 193.9 39.72 basic/air 1.000 1.000 89.30\n", "12 S 3.55 -73.37 39.72 - 1.603 1.603 65.44\n", "13 S 2.2 288.7 40.06 basic/air 1.000 1.000 89.30\n", "14 S 2.66 inf 38.523 basic/air 1.000 1.000 89.30\n", "15 S 2.5 581.6 41.6 - 1.835 1.835 42.73\n", "16 S 3.7 -130.5 41.6 basic/air 1.000 1.000 89.30\n", "17 S 0.2 90.33 41.6 - 1.593 1.593 67.90\n", "18 S 3.85 inf 41.6 basic/air 1.000 1.000 89.30\n", "19 S 0.2 52.77 39.96 - 1.498 1.498 82.57\n", "20 S 4.9 448.7 39.96 basic/air 1.000 1.000 89.30\n", "21 S 2.043 -118.7 39.48 - 2.001 2.001 29.12\n", "22 S 2.2 173.2 39.48 basic/air 1.000 1.000 89.30\n", "23 S 4.55 114.6 38.5 - 1.903 1.903 35.73\n", "24 S 5.75 -66.8 38.5 - 1.581 1.581 40.98\n", "25 S 2.2 42 38.5 basic/air 1.000 1.000 89.30\n", "26 S 16.921 57.84 34.72 - 1.498 1.498 82.57\n", "27 S 4.8 -190.1 34.72 basic/air 1.000 1.000 89.30\n", "28 S 0.1 44.19 32.6 - 1.950 1.950 29.37\n", "29 S 2 28.48 32.6 - 1.593 1.593 67.90\n", "30 S 5.55 166.4 32.6 basic/air 1.000 1.000 89.30\n", "31 S 1.903 52.7 31.62 - 1.804 1.804 46.60\n", "32 S 1.8 31.19 29.48 basic/air 1.000 1.000 89.30\n", "33 S 5.15 102.8 28.82 - 1.847 1.847 23.83\n", "34 S 3.35 -102.8 28.82 - 1.720 1.720 50.27\n", "35 S 1.6 42.06 28.82 basic/air 1.000 1.000 89.30\n", "36 S 2.583 inf 31.78 - 1.954 1.954 32.33\n", "37 S 1.6 68.58 31.78 basic/air 1.000 1.000 89.30\n", "38 S 3.75 101.2 34.4 - 1.593 1.593 67.90\n", "39 S 3.85 -172.2 34.4 basic/air 1.000 1.000 89.30\n", "40 S 0.15 47.98 36.52 - 1.720 1.720 50.27\n", "41 S 3.9 138 36.52 basic/air 1.000 1.000 89.30\n", "42 S 54 inf 43.2 basic/air 1.000 1.000 89.30\n", "\n", "System: WO2019-097669 Example 1\n", "Scale: 1.0 mm\n", "Wavelengths: 588, 656, 486 nm\n", "Fields: 0, 0.7, 1\n", "Object:\n", " Semi-Angle: 6.1 deg\n", " Pupil:\n", " Pupil Distance: 209.287\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 34.1998\n", "Image:\n", " Radius: 21.6\n", " Update Radius: True\n", " Pupil:\n", " Pupil Distance: -138.113\n", " Refractive Index: 1.00028\n", " Update Radius: True\n", " Radius: 24.1061\n", "Stop: 14\n", "Elements:\n", " # T Distance Rad Curv Diameter Material n nd Vd\n", " 0 S 0 inf 94.874 basic/air 1.000 1.000 89.30\n", " 1 S 20 127.3 72.98 - 1.950 1.950 29.37\n", " 2 S 2.8 89.34 70.86 - 1.498 1.498 82.57\n", " 3 S 9.9 -998.2 70.86 basic/air 1.000 1.000 89.30\n", " 4 S 0.1 92.01 68.06 - 1.434 1.434 95.25\n", " 5 S 7.7 697 68.06 basic/air 1.000 1.000 89.30\n", " 6 S 50.952 67.31 44.32 - 1.720 1.720 50.27\n", " 7 S 2.4 33.22 39.56 basic/air 1.000 1.000 89.30\n", " 8 S 10.25 -131.9 38.24 - 1.618 1.618 63.34\n", " 9 S 2 100.9 38.24 basic/air 1.000 1.000 89.30\n", "10 S 2 53.85 39.72 - 1.847 1.847 23.83\n", "11 S 4.4 193.9 39.72 basic/air 1.000 1.000 89.30\n", "12 S 3.55 -73.37 39.72 - 1.603 1.603 65.44\n", "13 S 2.2 288.7 40.06 basic/air 1.000 1.000 89.30\n", "14 S 2.66 inf 38.523 basic/air 1.000 1.000 89.30\n", "15 S 2.5 581.6 41.6 - 1.835 1.835 42.73\n", "16 S 3.7 -130.5 41.6 basic/air 1.000 1.000 89.30\n", "17 S 0.2 90.33 41.6 - 1.593 1.593 67.90\n", "18 S 3.85 inf 41.6 basic/air 1.000 1.000 89.30\n", "19 S 0.2 52.77 39.96 - 1.498 1.498 82.57\n", "20 S 4.9 448.7 39.96 basic/air 1.000 1.000 89.30\n", "21 S 2.043 -118.7 39.48 - 2.001 2.001 29.12\n", "22 S 2.2 173.2 39.48 basic/air 1.000 1.000 89.30\n", "23 S 4.55 114.6 38.5 - 1.903 1.903 35.73\n", "24 S 5.75 -66.8 38.5 - 1.581 1.581 40.98\n", "25 S 2.2 42 38.5 basic/air 1.000 1.000 89.30\n", "26 S 16.921 57.84 34.72 - 1.498 1.498 82.57\n", "27 S 4.8 -190.1 34.72 basic/air 1.000 1.000 89.30\n", "28 S 0.1 44.19 32.6 - 1.950 1.950 29.37\n", "29 S 2 28.48 32.6 - 1.593 1.593 67.90\n", "30 S 5.55 166.4 32.6 basic/air 1.000 1.000 89.30\n", "31 S 1.903 52.7 31.62 - 1.804 1.804 46.60\n", "32 S 1.8 31.19 29.48 basic/air 1.000 1.000 89.30\n", "33 S 5.15 102.8 28.82 - 1.847 1.847 23.83\n", "34 S 3.35 -102.8 28.82 - 1.720 1.720 50.27\n", "35 S 1.6 42.06 28.82 basic/air 1.000 1.000 89.30\n", "36 S 2.583 inf 31.78 - 1.954 1.954 32.33\n", "37 S 1.6 68.58 31.78 basic/air 1.000 1.000 89.30\n", "38 S 3.75 101.2 34.4 - 1.593 1.593 67.90\n", "39 S 3.85 -172.2 34.4 basic/air 1.000 1.000 89.30\n", "40 S 0.15 47.98 36.52 - 1.720 1.720 50.27\n", "41 S 3.9 138 36.52 basic/air 1.000 1.000 89.30\n", "42 S 54.171 inf 43.2 basic/air 1.000 1.000 89.30\n", "\n", "lagrange: -3.6629\n", "track length: 192.01\n", "object, image height: [22.4092 20.9804]\n", "front, back focal length (from PP): [-196.2409 196.2409]\n", "entry, exit pupil height: [34.1998 24.1061]\n", "entry, exit pupil distance: [189.2873 -84.1126]\n", "front, back focal distance: [-89.0991 54.1948]\n", "front, back principal distance: [ 107.1418 -142.0462]\n", "front, back nodal distance: [ 107.1418 -142.0462]\n", "front, back numerical aperture: [0. 0.1717]\n", "front, back f number: [2.869 4.0704]\n", "front, back working f number: [ inf 2.9123]\n", "front, back airy radius: [ inf 0.0021]\n", "transverse, angular magnification: [-0. 1.4187]\n", "\n", " # T path n axial y axial nu chief y chief nu\n", " 0 S 0 1 34.2 0 -22.41 0.1071\n", " 1 S 20 1.95 34.2 -0.2551 -20.27 0.2583\n", " 2 S 22.8 1.498 33.83 -0.08389 -19.9 0.1576\n", " 3 S 32.7 1 33.28 -0.1005 -18.86 0.167\n", " 4 S 32.8 1.434 33.27 -0.2572 -18.84 0.2558\n", " 5 S 40.5 1 31.89 -0.2374 -17.46 0.2449\n", " 6 S 91.45 1.72 19.79 -0.4491 -4.99 0.2983\n", " 7 S 93.85 1 19.17 -0.03385 -4.574 0.1992\n", " 8 S 104.1 1.618 18.82 0.0543 -2.533 0.1873\n", " 9 S 106.1 1 18.89 0.17 -2.301 0.1732\n", "10 S 108.1 1.847 19.23 -0.1322 -1.955 0.2039\n", "11 S 112.5 1 18.91 -0.04966 -1.469 0.1975\n", "12 S 116.1 1.603 18.74 0.1042 -0.7681 0.1912\n", "13 S 118.3 1 18.88 0.1437 -0.5057 0.1902\n", "14 S 120.9 1 19.26 0.1437 1.517e-16 0.1902\n", "15 S 123.4 1.835 19.62 0.1155 0.4753 0.1895\n", "16 S 127.1 1 19.85 -0.01147 0.8574 0.184\n", "17 S 127.3 1.593 19.85 -0.1418 0.8942 0.1781\n", "18 S 131.2 1 19.51 -0.1418 1.325 0.1781\n", "19 S 131.4 1.498 19.48 -0.3255 1.36 0.1653\n", "20 S 136.3 1 18.42 -0.305 1.901 0.1674\n", "21 S 138.3 2.001 17.79 -0.1551 2.243 0.1863\n", "22 S 140.5 1 17.62 -0.05329 2.448 0.2005\n", "23 S 145.1 1.903 17.38 -0.1901 3.36 0.174\n", "24 S 150.8 1.581 16.81 -0.2709 3.886 0.1553\n", "25 S 153 1 16.43 -0.04356 4.102 0.2121\n", "26 S 169.9 1.498 15.69 -0.1786 7.689 0.1459\n", "27 S 174.7 1 15.12 -0.2181 8.157 0.1246\n", "28 S 174.8 1.95 15.1 -0.5426 8.169 -0.05099\n", "29 S 176.8 1.593 14.54 -0.3604 8.117 0.05071\n", "30 S 182.4 1 13.29 -0.3131 8.294 0.08026\n", "31 S 184.3 1.804 12.69 -0.5066 8.447 -0.04856\n", "32 S 186.1 1 12.18 -0.1926 8.398 0.1679\n", "33 S 191.2 1.847 11.19 -0.2847 9.262 0.09163\n", "34 S 194.6 1.72 10.68 -0.2979 9.429 0.08001\n", "35 S 196.2 1 10.4 -0.1199 9.503 0.2426\n", "36 S 198.8 1.954 10.09 -0.1199 10.13 0.2426\n", "37 S 200.4 1 9.991 0.01896 10.33 0.3862\n", "38 S 204.1 1.593 10.06 -0.03998 11.78 0.3172\n", "39 S 208 1 9.966 -0.07429 12.54 0.2741\n", "40 S 208.1 1.72 9.954 -0.2236 12.58 0.08531\n", "41 S 212 1 9.447 -0.1743 12.78 0.1519\n", "42 S 266 1 0.03656 -0.1743 20.98 0.1519\n", "\n", " # T SA3 CMA3 AST3 PTZ3 DIS3 TACHC TCHC\n", " 0 S 0 0 0 0 0 0 0\n", " 1 S -0.4746 0.09209 -0.01787 -0.147 0.03199 -0.8732 0.1694\n", " 2 S 0.6724 -0.2448 0.08914 0.06659 -0.0567 1.177 -0.4284\n", " 3 S -0.1076 0.1494 -0.2076 -0.01278 0.3061 -0.1026 0.1425\n", " 4 S -0.1605 0.02323 -0.003362 -0.1262 0.01875 -0.158 0.02286\n", " 5 S -0.3762 0.4315 -0.495 0.01667 0.5487 -0.1111 0.1274\n", " 6 S 0.01561 0.04697 0.1413 -0.2388 -0.2934 -0.05357 -0.1611\n", " 7 S 1.911 0.2162 0.02447 0.4838 0.05751 0.4964 0.05617\n", " 8 S 0.09174 -0.1135 0.1403 0.1112 -0.311 0.1147 -0.1419\n", " 9 S 1.03 0.4335 0.1825 0.1454 0.138 0.233 0.09806\n", "10 S -3.193 -0.8292 -0.2153 -0.327 -0.1408 -1.117 -0.29\n", "11 S -0.001351 -0.005354 -0.02123 0.09082 0.2759 0.09985 0.3958\n", "12 S 0.4506 -0.3072 0.2094 0.1969 -0.277 0.1881 -0.1282\n", "13 S 0.2435 0.2194 0.1977 0.05003 0.2233 0.1299 0.1171\n", "14 S -0 -0 -0 0 0 0 0\n", "15 S -0.1933 -0.2081 -0.224 -0.03004 -0.2734 -0.2122 -0.2285\n", "16 S -0.06971 0.07558 -0.08193 -0.1339 0.234 -0.1981 0.2148\n", "17 S -0.1096 -0.102 -0.09489 -0.1583 -0.2356 -0.1298 -0.1208\n", "18 S -0.09639 0.1211 -0.1522 0 0.1912 -0.08682 0.1091\n", "19 S -0.009756 -0.008744 -0.007837 -0.2418 -0.2238 -0.1021 -0.09152\n", "20 S -0.5873 0.3819 -0.2483 0.02844 0.143 -0.112 0.07282\n", "21 S 2.806 -0.9162 0.2991 0.1618 -0.1505 0.7963 -0.26\n", "22 S -0.001722 -0.007624 -0.03375 0.1109 0.3416 0.08403 0.372\n", "23 S 0.0003594 0.0008396 0.001961 -0.1589 -0.3667 -0.13 -0.3036\n", "24 S -1.201 0.1138 -0.01078 -0.06141 0.006836 -0.2772 0.02625\n", "25 S 0.3686 0.3283 0.2925 0.3361 0.56 0.2935 0.2614\n", "26 S -0.08409 -0.1274 -0.1929 -0.2206 -0.6264 -0.08236 -0.1247\n", "27 S -0.5311 0.1457 -0.03997 -0.06713 0.02938 -0.1037 0.02844\n", "28 S 0.04976 0.1246 0.3119 -0.4234 -0.279 -0.1773 -0.4439\n", "29 S 0.006016 0.006703 0.007469 0.155 0.181 0.419 0.4669\n", "30 S -0.3537 0.1973 -0.1101 0.08591 0.01349 -0.09726 0.05426\n", "31 S 0.02979 -0.09926 0.3308 -0.3248 -0.01996 0.05018 -0.1672\n", "32 S -0.05048 -0.1114 -0.2457 0.5488 0.6686 0.1322 0.2917\n", "33 S 0.0245 -0.07548 0.2325 -0.1712 -0.1889 0.1033 -0.3181\n", "34 S -0.1194 -0.0195 -0.003184 -0.01491 -0.002954 -0.318 -0.05192\n", "35 S -0.009269 -0.0341 -0.1255 0.3822 0.9445 0.06315 0.2323\n", "36 S 0.03677 -0.07438 0.1505 -0 -0.3044 0.1046 -0.2117\n", "37 S 0.03909 0.1274 0.4154 0.2734 2.245 0.1423 0.4638\n", "38 S -0.01401 -0.05949 -0.2526 -0.1412 -1.672 -0.03739 -0.1587\n", "39 S -0.02918 0.0444 -0.06758 -0.08303 0.2292 -0.04135 0.06293\n", "40 S-0.0006723 -0.002707 -0.0109 -0.335 -1.393 -0.06322 -0.2546\n", "41 S -0.0299 0.06909 -0.1596 0.1165 0.09973 -0.04767 0.1102\n", "42 S 0 -0 0 0 0 -0 0\n", " -0.02795 0.002871 0.004907 -0.0571 0.6732 -0.00443 0.01132\n", "\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAqsAAAD9CAYAAACbUz4yAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOzdeXhTZdrH8W+apk33HehGaUvLWpayFwEXRAdl3DdwY9wGHbdx3tEZx3dmdNzGGdFx9FVAHVyQRVFAQATZhLLTltIWWlqgpfu+p2mT8/6RyYHQpE2hhYr357p6tSSnJychaX55zv3cj0ZRFIQQQgghhOiNXC72AQghhBBCCOGIhFUhhBBCCNFrSVgVQgghhBC9loRVIYQQQgjRa0lYFUIIIYQQvZaEVSGEEEII0Wu5dnK99LUSQgghhBAXgsbehTKyKoQQQgghei0Jq0IIIYQQoteSsCqEEEIIIXotCatCCCGEEKLXkrAqhBBCCCF6LQmrQgghhBCi15KwKoQQQgghei0Jq0IIIYQQoteSsCqEEEIIIXqtXhlWn3rqKZ566qmLfRhCCCGEEOIi62y51YsiNTX1Yh+CEEIIIYToBXrlyKoQQgghhBAgYVUIIYQQQvRiElaFEEIIIUSvJWFVCCGEEEL0WhJWhRBCCCFEryVhVQghhBBC9FoSVoUQQgghRK8lYVUIIYQQQvRaElaFEEIIIUSvJWFVCCGEEEL0WhJWhRBCCCFEryVhVQghhBBC9FoSVoUQQgghRK8lYVUIIYQQQvRaElaFEEIIIUSvJWFVCCGEEEL0WhJWhRBCCCFEryVhVQghhBBC9FoSVoUQQgghRK8lYVUIIYQQQvRaElaFEEIIIUSvJWFVCCGEEEL0WhJWhRBCCCFEr+V6sQ/g56qxsZG5c+dSXV3t1PZeXl4sWLCAPn369PCRCSGEEEL0HjKyepGsX7+eFStWUF1dTVNTU4dfpaWlrFq1ioMHD17swxZCCCGEuKBkZPUiWbduHQEBAezZswetVtvhtrt27SIpKYndu3djNBrVy8eOHUtYWFhPH6oQQgghxEUjYfUiMJvNrF+/nmuuuabToAqwatUqAP7617/aXD5r1ixWr17dI8cohBBCCNEbSFi9CFJTUykpKWHmzJlObb9o0SJcXFxITk5Gp9MBMG/ePKqqqnryMIUQQgghLrpeF1YVRUHRKAC0mdsu8tH0jDVr14AGrrnmmk63/f7776msrOTKK69kwoQJ6uUhISGUlJSc13HU1NTQ1NRkc1lgYCB6vf689iuEEEII0V00iqJ0dH2HV/aEgtoC+r/V/0Lf7AXn0ubCsLBhxAbGEuMfQ0yA5Ss2MJYovyjcXd0BGDNmDAcPHiQlJYVRo0apv3/rrbeSlZVFRkbGOd1+RkYGI0eOxGQy2VyemJjIgQMHzv2OCSGEEEKcG429C3vdyKqvuy8D8gYA8MADD1zcg+kBBoOBV159hTFTxtDPvx/Zldl8d+w7DG0GdRsNGiJ8I4j0juRg5EF8on1YXbuarbu34uvui6+7L9WB1dR41nCq7hR9vfqi0+q6dBwLFixAq9XyzjvvqHWzixYtoqKiolvvrxBCCCHE+eh1I6sAl19+OQBbt269GDffo1avXs0NN9zA1q1bmTZtGmApfShpKCGvOu/0V00e3+35jjJjGW6+bhgxOtynBg0hXiGE+YQR6h2qfg/1CbW5rJ93P3RaHS0tLYSFhTF9+nSWLVum7uemm24iNzeXQ4cO9fjjIIQQQghxlp/GyOqlbuPGjXh6ejJx4kT1Mo1GQ6iPJVxO7j9Zvdz3Xl/cWtxobm5GQaHeWE9dSx11LXW8+PqLrNu6jn9+8E+KG4opqi9Sv6eWpFLaWIpZMbe7/RDPEDxNnlRdU4XmCg3LDi9jRN8RxAXF0dDQgI+PzwV5HIQQQgghnCFh9QLbtGkTU6dOxd3dvcPt1q9fT319PTNnzsTFxbJ2g7/eH3+9PwDRrtGYMk08MvYRu79vMpsoayyzCbHF9ZbvX2/6GtcQV74q+YplX1lGVvWuerQJWgKaA/gi/QumRk0l3De8G++5EEIIIUTXSVi9gE6dOsWRI0d48MEHO93W2lP11VdftXu9Xq/HYDCgKAoaTftRc62LVh2tPfsYFt6wkOeff54//eFPZFVkcaj0EGklaXyw6gNKQkqYvXI2ALEBsUyNmqp+RftH270tIYQQQoieImH1AtqyZQsAV111VYfbGQwG9u3bR9++fRkxYoTdbaztpVpaWrrUamrp0qUoisK9996Lu6s7o/qNYlS/UTASvnrkKy6behlPv/Y0209uZ3v+dlYdXcXHqR8DEO4TbhNehwQPkfAqhBBCiB4lYfUC2rZtG/7+/iQkJHS43SuvvILZbGbu3LkOt7EGVIPB0KWwumTJEsaPH09cXFy76xobG/Hx8mFM2BjGhI3h6UlPY1bMZJVnqeF164mtfHH4CwCCPYMtwbW/JbyO6DsCrUvnK3IJIYQQQjhLwuoFtG3bNqZMmdLpEqv/+c9/0Gg0vPDCCw63OTOsOisrK4uUlBTeeustu9c3Njbi7e1tc5mLxoVhfYYxrM8w5o2bh6Io5FbnWsLrf79WZq0ELG3HLut/mRpex4SNwU3r5vTxCSGEEEKcTcLqBVJUVMSxY8f49a9/3el2BQUFDB8+HE9PT4fbnVkG4KwlS5bg4uLCHXfc0e46s9lMc3MzXl5eHe5Do9EwMHAgAwMH8qvRvwIsCzn8mP8j209uZ9vJbazLWQeAp86TSRGT1LKBCeET8NB5OH28QgghhBASVi+Qbdu2Aai9VR158cUXAXj00Uc73M7aTcDZkVVFUViyZAlXXXUV/fr1a3e9ddnVzsKqPZF+kcxOmM3sBMvErLLGMn48+aNaOvCXrX9BQUHnomN8+Hg1vCZFJuHr7tvl2xNCCCHEz4eE1Qtk+/bt+Pj42CyZas/KlSvRarU89NBDHW7X1TKAgwcPkpeXx/PPP2/3+sbGRuDcwurZ+nj14Zaht3DL0FsAqDHUsDN/pzry+kbyG7y641VcNC4khiaqZQOX9b+MIM+g8759IYQQQlw6JKxeIMnJyUyaNAlXV8cPeVZWFuXl5UycOLHD7eD0yKqzZQBfffUVWq2WG264we715zOy2hl/vT/XxV/HdfHXAdBgbGD3qd1qzeu7+97lzd1vAjC8z3A1vE6Nmtqu9ZYQQgghfl4krF4AdXV1pKenc/PNN3e4nbUE4Jlnnul0n10ZWVUUha+++orLL7+coCD7I5fWkdWO6mS7i7ebN9NjpjM9ZjoALW0t7Cvap4bXTw59wnv73wMgLjDOpl1WlF+UtMsSQgghfkYkrF4Ae/bsQVEUJk2a1OF233//PW5ubp2GWujayGpGRgbZ2dk89dRTDrfpyZHVzri7unNZ/8u4rP9l/HHKH2kzt5FSnKLWvK7MWsmHKR8CEOkbaRNeBwUNkvAqhBBCXMIkrF4Au3btQqPRMGHCBIfb5ObmUlVVxcSJE9XlVTvSlbC6cuVKNBoNN910k8NtLuTIamdcXVwZFz6OceHjeCbpGcyKmYyyDDW8bsrbxOfpnwOW+tgze70m9E3ARdP54yeEEEKInwYJqxdAcnIyw4cPx8/Pz+E2r7/+OkCnra2suhJWV61axaRJk+x2AbCyjqz2hrB6NheNCwl9E0jom8Bj4x9DURRyqnJser1+mfklYKmPPbPXa2JoIjqt7iLfAyGEEEKcKwmrPUxRFPbs2cNtt93W4XZr1qxBq9Vyzz33OLVfZ8NqYWEhBw8e5NVXX+1wu+bmZqB3htWzaTQa4oPiiQ+K58HEBwE4WXNS7fW6/eR2vs3+FgAvnRdJkUlq2cD48PHoXZ1f8UsIIYQQF5eE1R6Wm5tLTU0N48aNc7hNWVkZJSUljBgxwqkSAHA+rK5bZ2nQf/3113e4XW8eWXVGlH8UUf5R3D3ibgBKGkpser3+75b/RUHBTevGhPAJNr1evd28O9m7EEIIIS4WCas9bP/+/QAdhtW3334bgHvvvdfp/TobVteuXUtUVBTDhg3rcDtrWPXwuDRWmOrn3Y/bht3GbcMsI9pVzVVqr9ft+dt5bcdrvPzjy2g1WsaEjbHp9RrgEXCRj14IIYQQVhJWe9i+ffvQ6/UdhsWvv/4agEceecTp/bq5uQFgNBodbmMwGNi4cSNz587tdMa8tQzgUgmrZwv0CGTWoFnMGjQLgPqWenad2qWWDfxr77/4x65/oEFDQt8ENbxOiZpCP2/Htb5CCCGE6FkSVnvY/v37GTVqFDqd/Uk+ZrOZ7OxsQkND8fZ2/nS0dWS1o7C6fft2mpqauO666zrd36U2stoZH3cfZsTOYEbsDAAMbQb2Fu5Vw+tHqR/x733/BiA+KJ5pUdPU0oH+fv0v5qELIYQQPysSVnuQ2Wzm4MGD3H///Q63WbVqFSaTiauvvrpL+3ZmZHXjxo24ubkxderUTvfX3NyMi4uLut+fG72rXg2jAK2mVg4WH1TLBpZnLGfhwYUARPlFqdtOi5rGwMCB0utVCCGE6CESVnvQsWPHaGhoIDEx0eE2CxdaAtDjjz/epX1bR2o7qlndtGkTSUlJTjX6NxgM6PV6CV3/pdPqmBAxgQkRE/ifyf+DyWzicNlhNbxuyN3Ap4c+BSz1sWf2eh3WZ5j0ehVCCCG6iYTVHpSWlgbAyJEjHW6za9cu9Ho9Y8eO7dK+NRoNbm5uDsNqWVkZqampvPzyy07tr7m5+WdTAnAutC5aRvYbych+I3l8wuMoisLRyqNq2cC2k9tYnrEcgAB9AFOipjC1/1SmDZjGqH6jcHWRl5oQQghxLuQdtAelpqbi6urK0KFD7V5fVVVFTU0NY8aMOaf963Q6Wltb7V73ww8/ADhdXiBhtWs0Gg2DgwczOHgwD495GEVROFl70mahgtVHVwPg7ebN5MjJaunAuLBxuLu6X+R7IIQQQvw0SFjtQWlpaQwePBi93n4T+g8/tKx3P2vWrHPav5ubW4dh1d/fv8MShDMZDAYJq+dBo9EwwH8AA/wHcO9ISwuyovoim16vz29+HgB3rTsTIyaq4XVSxCS83Dov1RBCCCF+jiSs9qC0tDSmTZvm8PpvvvkGgIceeuic9u/m5uZwgtX27duZOnUqWq3WqX1Za1ZF9wnzCeOO4Xdwx/A7AKhsqmRH/g41vL7848u8tP0lXF1cGRs2Vq15ndx/Mv56/x49tu+//57bb7/d4YcdeyZMmMDmzZt78KiEEEKI9iSs9pDq6mpOnTrVYb1qWloaPj4+hIWFndNt6HQ6u2G1uLiYnJycLvVtlbDa84I8g7hh8A3cMPgGAOpa6kguSFbLBubvns/fk/+OBg0j+41Uw+vUqKmEeIV067EsWLAAnU7n9AelLVu2qAtcCCGE+OlpaWuh2lBNdXM1Vc1VVBuqqWyqJLc6l8zyTI5WHOVY6TGMGiNHHz/KwKCBF/uQVRJWe0hmZiaAw8UATp06RWNjI5dddtk534ajkdUff/wRgClTpji9LwmrF56vuy/XDryWawdeC0BzazN7Cveo4XXhwYX8a++/ABgSPEQNrlOjphLhG3HOt9vQ0MDatWt58MEHeeONN5z6nd/+9rdkZ2ef820KIYQ4f62mVjVwnh08rZed/e/q5moqmysxtBk6v4H/NgRKL0uXsPpzkJGRATgOq4sXLwbOvV4VHE+w+vHHH/Hy8mL06NFO78tgMHRpUQLR/Tx0Hlw+4HIuH3A5AEaTkQNFB9SygS8Of8EHBz4AINo/2ia8xgbEOt12bM2aNRgMBm6//faeuis/CWazmeuvv57c3Fz1Mi8vL1atWkVkZKTD39u5cyePPPKI+trT6/UsW7aMwYMH9/gxCyF++kxmEzWGGruhsrPg2WBs6HDfHq4eeLh6oHXRoqBgNBlpMDZgVsx2t3fXuhMXGMekyEnMHDiTfzz2D1zNrtz0l5t64q6fMwmrPSQzMxMvLy+Hb3obNmwA4O677z7n23A0srp9+3YmTZrkcNUsewwGA0FBQed8LKL7uWndmBQ5iUmRk3iWZzGZTRwqPaSG17U5a1mcZvnQE+YTZtPrdUjIEIe9XleuXEm/fv2YPHnyhbw758RgMFBXV9el39HpdAQEBHS6XX19PevXr2f06NEMGjSIpqYmVq9ezbZt2zp8XS5dupTc3FxuvPFGamtrWb9+PYcOHZKwKsTPiFkxU2uodRgybS476991LR3/TfNw9SDQI5AAjwAC9AEM8B9AYmgi/u7+uLu6YzQZaTQ2UmuopbypnKKGIvJr82lqbaK5rZnmtma0Gi0+7j4AKIoCgAYN8UHxlrkRkZNJikxqt6jNW+a3eu5BOw8SVntIZmYmQ4YMwcXFfmA4fPgwHh4e51yvCvZHVhsaGjh8+DB/+tOfurQvKQPo/bQuWkaHjmZ06GienPgkiqKQVZFl0+t16eGlAAR5BKm9XqdGTWVUv1FoXbQYDAa+++47Zs+e7fC5aY/1j11Pq66u5tFHH6WhwTJ68MMPP9Dc3Nzl/Xz77bcdLjNsVswcKz8GA2DsPWOZMG0CFY0VrGlcw/9l/x9HNx9F66JFq9Hi6uJq8/OqolXE3BjDAy8/QGNpI+u3re/08Zk3bx4fffQRYHksg4ODee6555waDff29mbOnDk/29XlhOgpiqJQb6y3hMgunlavMdSg4Ph17651V8NmoEcg4b7hDO8zXP239bozt7H+3NTaRE5VDjmVOWRXZpNTlcPhssPkVOZQ21Kr3oZWo2WA/wBCPEMI7hdMvbGegtoCqgxVmBQTbeY2JkZMJCkiiaTIJCZETOjxybs9RcJqD8nMzOSqq66ye53BYKC6upqEhITzug17YXX//v2YzWYmTJjQpX21tLTg7i69P39KNBoNQ0OGMjRkKL8e+2sUReF4zXGbXq/fHLF0nPBx8+Gy/pfRx9CHBv8GZt3gfPlJfX09q1evtnuWQFGULgVZjUbTYUD7+OOPWbp0KaNHj0aj0WAwWGqs3n33Xaf2X1RUxMsvv0xtbS2KolDcUMwTf32CGpcaxlw9xvIGUJXDsapjlvqt+2Fh3UIWrrGsJMdlsEvZxe4dux2eNmOE5dvVn/63h/HvYW72XP6+4O/EB8UTFxhHXGCc5eegONrq21i0aBFTpkxhwoQJLF68mOLiYp588kmn7hPAwIEDnapBLysrY/fu3QDU1NRgNBrp06eP07fjrEGDBjFo0KBu368QXaUoCo2tjV0e3bQGTpNicrhvnYvOJlT29e7L4ODBDkNmgMd//60PwEPXcSvI+pZ6NZCmlqSqoTSnMofK5kp1Ow0aovyjiAuMY07CHPp598NoMlLSUEJmeSYHig+QW20pZYr2j2Zm/Ew1nA7vMxyti3MdgXo7Cas9oKGhgcLCQoenBb/88ksALr/88vO6HXthdc+ePQCMHz++S/uSsPrTp9FoiAmIISYghvtH3Q9AYV3h6fCav5315evhQZidNpsr6q5gevR0psdMZ3DwYIch8sknn+TEiRNs3brV5vKCggKGDRtGfX2908fo5+dHVlYWoaGh7a6raa7h39/8m+HTh7P6q9UEeQQxbNAwTp48ySOPPIIZMzWGGqoNljcZ65vNmZcdcT8Ct8MLhS/w8KsP09jaCJYzYfy450diAmKIC4xjRswMvI3evPjUi7z2wmvcddNd+Ov9mXPbHE4cP0F6ejqKomBSTJjMlhEKk2Ji6/at3HDTDby/+H0GjxnMgaMHeObPzzBt9jQUT4W9hXtZnrHcJuh64knbPW1Ez4hm/MjxbDuwjeLiYtLT0+0+DmdasWIF8+bNIzg42KnH97HHHlP/vvSk6Oho8vLyevx2xM+Doig0tzXbhEx1RPPM4GmwPwLaZm5zuG+tRou/3l8NlYEegcQGxhKo73h0M8AjAC+d13ktQd7U2sSxqmPkVFo+JJ8ZSEsbS222jfCNIC4wjluG3EJckOUDb2xALIY2A/uL95NckMyG3A1qMHXTujEmdAy/Gf8bkiKTmBQxiVCfjv+e/JRJWO0Bx44dAyAuLs7u9d9++y0Ad91113ndjqOwGhMT4/Sbm5WE1UtTuG84dyXcxV0Jd6EoCpGDIwmbFEbirYlsytukrrIV5hPG9JjpTI+ezlUxVxHmYylPWblyJR9//DF//OMf243stba2Ul9fz8yZM50ayd+6dStbtmzBxcWFEzUnSC1JJa0kjdTSVFJLUjlRcwL+ezIicr5lFFczR4NiUPB+1RuDqeOZrG5aNzw1nhAC/Tz7MSt2FnGBcXzw6gd4NHuQvC7ZZpQhJSWFF/NeZHDAYPr79QcgPi6eTRs3YTabcXFxwVXjiquLK+5YXhtHUo5AI9wy7RaCg4MJaQrhmT3PMPe3c9UJa0aTkbzqPPUU3kvvvYRPiA+fHfuMj45+BJOBIXD/D/czMHwggR6BDr8KawvBFSIinOv+kJaWxowZM3j11Vd55pln2Lp1KwsWLDjnVfLOlp2dzV133cVtt93WLfsTvZ/JZLJZ1tvNzQ1XV/vRwdoaqbPT6va2aTHZXzocLKOL/np/m1DZ36+/JVR2MLoZ4BGAj5vPeQXOzrS0tZBbnasG0pzKHLKrssmpzKGwvtBm275efYkPiue6uOvUQBoXFMfAwIF46jypNdSyp3APyQXJvLvvXXaf2k29sV793aTIJH499tckRSaRGJqI3vXnU7onYbUH5OTkAJZTd/YcPHgQjUbT5VP1Z9PpdDQ1NdlctnfvXqZOndrlfUlYvfRlZWVRmF3I/z7zvzx8/cMAHK8+zg/Hf2BT3ibW5azjk7RPABgaMpTLwi5j6T+XEjMzhnFzxrHh2AZ0Wh2uLpYAhxa04VpCRoUw5Z4pNLY20tTaRKOxsd3PjcZGTtadxC3OjUEfD1LrrqwF/xPCJxBaGMq+dfv48D8fYtAYqGyq5PV3XqfWUMvY8WO55oprLG9Y+gD1jctf769epnfV88UXXzDnT3P46MhH6mnqFdUrANqdDrPWwp5Zqx0fH4/BYKCwsNBu2cPevXuJjY3t8MOgm9ZNXYp3z5491H5ey6JFi7j7vrs5WHyQh156iIy6DCr7VFJfYqmXq2quclx28CfwfdMXd607HjrLTF973900buSMzCFgWADfNX5Hwn0JbC3cyqrkVcx9YK7l/+w8vfXWW3h6evLMM8+c975E79bU2sSmY5u4/6/3U11fDWbABH6Bftx45412R0Cb2zquL/dz97MJlcP6DFMDZ0en1X3dfR1OGL0QWk2tHK85bhNIrSOl+bX5NrWrQR5BxAfFc1XMVWpJkDWQ+rr7qtspikJudS7JBcm8t+89kguSOVx2GAUFF40LCX0SuHvE3SRFWk7pR/tH92jo7u0krPaAzsJqQUEBwcHBXZrgYo9Op6Ot7fTpj9LSUgoLCxk7dmyX92U0GiWsXuLWr18PwC9+8Qv1suiAaB4MeJAHEx/ErJg5VHqITXmb2JS3iQ9TPsQ0w0Qdddy0wkEbk4dgMYtZ/Mlih7frqfPES+dFjUsNXj5e3Dn8Tkb1G8WofqMY3mc4Xm5etLW1Ef5YODdMuYF7x96r/u5r179GoGsgXkYvpyYN1tTUAODv3/kkAms97JnPe+trNicnx25Y3bdvH0lJSZ3u2+rTTz9Fr9dz66234u7qzqTISQwsG0jWmixm9ZnFv5639NE1K2bqW04HV+tI1KtvvUpRVRHzHp9Hc6tllq/6/b8/G9oM1LXUWQJFKGRoM9i7ea/lAObAWtbi9YoXQ4KHkNA3geEhw0nom0BCnwQifCOcfgM8ceIES5Ys4cknn+yROlhx8Z2oOcHa7LWsO7aOzcc3W+q648DdxR1coLWtlTpzHZuPb1ZDZVxgnFOThvz0ft3ygamnmMwmTtaebBdIc6pyOF593Ka21c/dj7igOCb3n8z9gfergTQuMI4AD/udSAxtBnbm72RnwU6SC5JJLkimvKkcsPTcnhQxiVuH3kpSZBLjw8fbBFshYbVHZGdnExoaardvaUVFBQaDgXHjxp337bi6utqUAaSlpQF0qb8qWD7htbS0yGzjS9ymTZsYMmSIw3ZqLhoXNUSONY5lw/0bmPu7ufzmyd/QZm5r99VqauVPf/4TDbUNLHxvIV46L0swdfNSf/bQeeCicaG1tRUvLy8e+e0jvHb9a+1ue/PmzZSVlTF79mz1sqamJurq6pgwYQI7duygtbW103Zs1rDq5+fX6eNhPbXp4XF6IkRsbCwAx48fb7d9RUUF+fn5PP74453uGyxlEsuWLeOXv/ylzfE0Nzej1+ttFllw0bjgp/fDT+9HdEC0evn8w/MZ4T2Cv1z+l05vb8WKFdz+9O3sSNnB4OGDKW0oZdr10zhZf5LHXnuMrKostp7YymeHPlN/x8/dj+F9hjO8z3AS+iRYwmyf4QR6BLbb/9tvv41Go+Hpp5926v73tDVr1nD77berH9iDgoLIzMwkMLD9sQt488031f7fYJkk9/QzT5NckMzanLWszVlLZrllMZvYgFgeTnyYPZ/t4cS2ExQcL0Cn0zF9+nQaGhrUSXw/NWbFzKm6U3YDaV51HkbT6VaQXjov4oLiGN1vNHcMu8MmkAZ7Bnf6Ia+4vlgNpcmnkjlQdIBWs+X9emDgQH4R9wu1fdSQ4CGXzESoniJhtQccO3bM4ajqV199BXRtdSlHzq5ZTU1NBehwiVd7rH/sJaxeuoxGI9u3b+dXv/pVp9u2tbXxm9/8huj+0fz7f/+Np6enw23XBqxl6Yal6kIGjmRnZ9Pa2srw4cPtXr9ixQp8fHyYOXOmellZWRlg+fC1Z88eUlJSOp04WFNTg7u7u1Nt2OyNrEZERODq6mqzUIBVSkoKAImJiZ3uGyxL1FZUVLSrTW9qasLb25ujR492uo+ioiKnJ2Ja9xcfH4/eVU+UfxQ3j7+Z+fPnMyh/EG8+8iYA1c3VZJRnkF6azuGyw6SXpbMsY5m64ARYapitAXZ4n+FEeUSxYPECbr/zdqfrZ3va4sWL8fHx4aGHHiIvL4+lS5eSk5Nz3uVVl6KGhgaeeeYZ/AL9cI90p86vDkO9gVfeeIXallp0LjqmRk3lgdEPcF3cdcQHxVNSUsXBiKgAACAASURBVELE9RE8++yz6ofE48ePd3ny7oWmKAolDSWnJzSdEUjVLiD/pXfVMzBwIEOCh/DL+F8SFxSndvTo593P6bMObeY20kvT1WCaXJBsqcHH0sJqXPg4np74tGUiVOQk+njJmYmukrDaA06cOMH06dPtXrdx40YAbrrp/FeHOHtkNTU1laioqC6PLFgXFpAygEvXnj17aGpq4sorr+x024ULF5KRkcHKlSs7DKpgmRVeXV1NTU1Nh6feDx8+DGA3rLa1tfHNN99w/fXX24TM8nLLKbKJEyfy/vvvs3Pnzk7fKGtra50aVQX7YdXV1ZWoqCi7M92tYXXUqFFO7X/58uX4+Phw7bXX2lze1NSEr68veXl5GI1Ghx8SFUWhpKSk044BVtnZ2URGRtr8n82bN4/58+ezfPlyHnnkEQACPAK4rP9lXNb/9FLPiqJQVF9EetnpAHu47DDv7nv39Jv7k7CEJSx/aTl6Vz0erh7oXfWWn3Wnf253netZ1+mcu87e9dbRp5aWFjZs2MCcOXN4+eWX2bdvH0uXLqW01HaG9ZmMRiOvvPIKtbW1DrdRFIXMzEz69++Pj48PXl5ePPvss/j4+Dj1f9Abmcwm3v7hbZgLzQOaqVX+e//rYEbEDO4ccyfTY6a3O+28ZMkSzGYz999/P2BZ8a2goKBXTK5TFIWKpop2vUitgfTMVZ50LjpiA2PVLiDW0dH4oHjCfcPPqRa2urma3ad2q+F0z6k9ls4jQKh3KJP7T+aJ8U+QFJnE6NDRuGllIOh8SVjtZi0tLRQVFTFgwAC71x8+fBiNRuP06ExHdDodJtPpOprU1FSn30jPZD0dKiOrl64tW7ag0Wg6HaWrqanhhRde4IorruDGG2/sdL/W5/nJkyc7DKtZWVloNBq7vTl//PFHKioquPnmm20ut46sDhkyhOjoaHbs2NHpKeja2lp8fZ2r9bI+788ehR0wYAAnT55st/2hQ4eIjIx06sNgW1sbX3/9NbNmzWq3/+bmZvz9/TGbzZw4cYL4+Hi7+6iqqsJoNNKvXz+n7k9OTk67DiRxcXHo9Xo1aDui0WgI9w0n3DecaweeDtcms4mcyhyuuOMK3EPdeeDhBzC0GWhus9TKtvu5tZlaQy2lbaV2r7OeBj1XOhcdelc9GpOGhgcb2By2mVlLZuGpeMLVsDxvOR65Hri6uGJWzDZfm7ds5h8f/QOvRi+0bfZPudbX16MoCnq9Ho1GQ3NzM1dffTXTpk1rt62iKHz22WdUVlba2ZPl7+ndd9/t9POxMwcOHODdd9/tsK/xlVdeyT333ANY/u9WZK7gxW0vklWRBZ4wO342v0j4BYZcA/fdcB9P7niSyUPsr2T3ySefMH78ePX5WVJSQmtrK1FRUd1yf5xR3VzdbkKT9d9nN8ePDogmLjCOqf2n2sy07+/X/7xqZRVFIbsy2+aUvrVcQqvRMrLfSOaOmqtOhOrv1/9nPRGqp0hY7WYFBQUoikJ0dLTd6wsLC/Hz8zvvyVVgGQWynsJvaWnh6NGj3HLLLV3ej3VktSvLs4qflh07dpCQkNDpMqRvvPEGVVVVvPnmm079wT0zrHZUfnLkyBGio6Nt6kOtVq9ejbu7u83ELzg9shoSEkJSUhJbtmzp9Hjq6+udHlm1htWzzyhERUWpk9HOdOjQIUaMGOHUvnfs2EFVVVW7AA6WsNq/v6VVVm5ursOwah0l7Nu3r1O3eezYMbu3N2jQINLS0mhoaLBbR98RrYuW/JR8SraU8PnnnzN72uzOf6kDJrOJFlOLOjHMXqC1/my9rtHYSH5tPsdrjlNQV0BxfTEl9SXgDzlNOeqEVibD57Wf8/lnnzs+gAegkUai/KIY0XcECX0SGNF3BCP6jqD+ZD0Tx0/E19eXyspKvvzyS+666y5CQkLs7io5OZl7773X7nVWnp6e6sjk+Vq8eDH/+c9/HNacFxYWcvToUWbPmW0TUoeGDOWXxl+ybsE6Fr61EFdXV9LaLPMbSkpK7O4rMzOTQ4cO8a9//Uu9LD8/H0B97naXM5vjnx1Iz26O39+vP/FB8cxJmGMTSKP9o9Fpu+f9q6m1if1Flr6mOwt2sqtgl3oc/np/kiKTmD18NkmRSYwLH4e3W9deU+LcSFjtZidOnACwO7La1tZGQ0OD0294ndFqtWpYzc7Oxmw2M2zYsC7vx1pKICOrl6a2tjZ27drV6RtreXk5b7/9NnfccYfTI/TWURZ7I5FnOnLkiMNFMtauXcsVV1yBl5dXu+MBS1idMGECn3/+OYWFhYSHhzu8nbq6OqdHshyVvwwYMIDi4mKbJYhbW1s5cuRIh0u4nmnNmjW4ublxzTXXtLuuublZbX1lbyKXlTWsOjOyWltbS0VFhTpB7ExXX301aWlpLFmyhIcfftip4z/TwoULCQoKOqcPwmfTumjxdPHEU2e/vMRoMpJRlsGB4gMcLD7IgeIDHCo9pJYieOm8GB06mpaDLfTR9uG53z6H3lWPm9aNO++7k8QrE4kaG0VWRRZHKo6oE2b83f2pOVLDuOhxXJF0Bfl1+aSXprMuZ93pWd5twGPQP6Y/d668k5LjJXA5rCldQ7o5nRCvEEI8QwjxCiHYM5jVq1fj6urK8ePH230IKCoqYtiwYe36YJ8vf39/u6+11tZWfPx88JvsR8L/Jaghddmty7h16K3ccvMtxMfFq/1RrR+AHJVNrFixAo1GY3PK/9SpUwAOw3JHzm6Of2Yv0rOb44f7hBMXZNscPy4ojpiAmB7pK3qq7tTpUdOCZFJKUtRFBgYFDeKXg35JUmQSkyMnMyh40EVtofVzJmG1m3UUVq0zKM93mVWrM0dWMzMtpyWGDh3a5f1Y37QlrF6arKNqnU3qe/3112lubuYvf/mL0/sOCQnBzc1NfSOzx2w2k5OTY7deNjs7m5ycHLtLj1ZUVODu7o6Xl5daq7pnzx67o4dW9fX1Tp+mdDSyan0zLiwsVMPfsWPHaG1tdfrD4OrVq7nyyivtjmQ2NzcTFBSEu7t7h2HVWgbhTJso635iYmLaXTdnzhz+8Y9/sHbt2i6H1crKSlavXs28efO6vabd0GYgvTRdDaUHiw+SXpauBkxfd18SQxN5dOyjjAkbQ2JoInGBcZSWlBL+q3D+8MYfuG/Ufer+wsrDGFg4kE9f+xSw9MZML0tnV8EuFm1YRGpAKvvYx77kfQwLGcbMuJm8ec2bBOgDeGXRK3yz9xv6xvclODCYrIosjrcch2nw3Pbn7B6/i9YFrye9+NP+P9lMRgvzCVNDoPXshFkxU9lUyamaU+xN2wsKaBQNddV1hPUJQ+eiQ+eiw83FzfKzRtfu1HVRURFmxbKKW0FtAQV1Ber3lLwUWh5o4Tvv7xiqOR1SrcHq6NGjNh8WQ0JC0Gg0DsPq8uXLmTZtms0HpYKCAsDxAhX2muNbR0rtNcePC4pjZtzM00sUB1lWbPJy87K7/+7QamolrTTNJpwW1Fnul4erB+PDx/M/Sf9DUmQSEyMmEuzZtcV1RM+RsNrN8vPzcXFxsTv6s2HDBoBzatpvj6urq1qzmpmZiYuLi8NTih2xfvqXMoBLk3UJ3kmTJjncpqKigvfee485c+Z0ac13jUZDRESE+kZmT1FREU1NTXZXdLO+Js4uAbAeU1BQEBqNhlGjRuHq6sr+/fs7DatdrVk9+0OaNawWFBSoYbUrHwZzc3M5duyY3QAOloldHh4eREVFqR9u7TmXsGqv/Mj62B04cKDT/Zxt6dKlGI3G8z6V3dTaxKHSQxwoOj1imlGeoY5gBegDSAxN5KkJT5EYmsiYsDHEBMTYHcXavHkzAFdddZXN5UFBQTb1ozqtjsTQRBJDE/ngwQ+Y6D2Rj1Z9xLqcdaw7to63dr/FG8lv4OPmQ0NWA9oGLV8+9SUToyfi6uLKAw88wHfff0fKkRTKG8spbypXv+cU5fDWgrcInRTK97nfszjtdJ/hAH0A+jo9mns0vNn0Ji/88wXKG8sdr0HvaNVaM5bRXtN/v0cC8yDgddtSHheNC74aX2iAd299l19P/bXN42YymcjNzWXWrFnqZVqtlqCgIPXsxZmys7PJzMxk3rx5NpcXFhbi7ulOubmcXdm72rV+Ollzsl1z/LigOK6MvlKd0GSvOX5PqmyqZNepXWow3Vu4V124INI3Uq0zTYpMYmTfkd1WSiC6n4TVblZYWEjfvn3tLkdnfbOwd2rwXJzZDSArK4uYmBinWvacTcoALm179uyhb9++HdaavffeezQ3N/Pss892ef+dhVVrTaG9sLpx40ZiY2PtjghWVVURFBQEWEY/hw4d2ulEoa7UZTqq1baOHJ15n6xh1Zkgbw3g9l7nZrMZo9GIXq8nKipKrQO0p6KiAo1G49SEro7O6ACEh4d3+H/kyOeff05CQkKXJm42GBtILUm1GTHNKs9Sw1qwZzBjQscwM24mY0ItI6YD/Ac4PSlly5YtBAQEtKuRDg4OpqKiot32R44cIT09nbfffpshIUMYEjKEZ5Keob6lnh+O/8BT7z5FfVg9piEmpnw2BS+dFxMiJlDgWoDnYE+CPILatRpasGABrINv/vENQ4YMoaKpgoyyDMtIbu4uvvjhC4Ijg4kNiaWvV1/Ll3dfVn6yktTdqfz+ud+zbv06du7eyS9v/iVxQ+JoNbfSqrRiNBvVn63f65vq2bx9M9pWLa//4XUi/SKJ8I0g0jeSUJ9QfnX/r9i4cSPzPprX7nEsKCjAaDS2a6cYEhKifiACy+jvgaIDPPflczAbluiW8OmiT9WV6Io9imn5XQuD3z09Qmttjj8pYhL3jrjXpvWTo+b4PcWsmDlacdRmItSRiiMAuLq4MrrfaB4e87ClfVTEJCL9ul7OIC4eCavdrKOaury8PDQaTbfNptRqterIakc1gZ2xvmk7Wu9Z/LTt3buX8ePHOwwDzc3NvPPOO1x33XXnVPMcHh7O3r17HV5vbQN1dj1la2srW7dutVkI4ExVVVU2QW306NGsX78eRVEc3pf6+vouhVWdTtduX9bXb1FRkXpZdnY2/fv3b1dXa8/333/PgAED7PZaPrMDQf/+/Vm7dq3D/ZSXlxMYGIhW23mz8Pz8fLy8vBwG21GjRnHy5MkudQzJz89n165dvPzyyw63qWupI6U4RQ2mB4oPcLTiqDrC1terL2PCxnDT4JssI6ahY7q0apY9P/74I1OmTGk3STUwMJBjx461237lypUA7Wpufdx9GO0xmvx38wkKDCIlN4WdBTvVVYZyQnMgDEL/GcqNg2/kliG3cEX0Fbhp3di4cSMRERHq39xgz2CmDZjGtAHTOPrpUVw/ceVA7oF29Z1f/s+XJHgm8Mfb/kiUMYqdH+9kkHEQf5/z9w7v88KFC9n89Wa8fL14Zk37pW7379/PuHHj7D6u1p7BZ7/+QkJCKKssY2PuRr458g2rjq6ynK43g76PHlc3V/zc/IjwjcBT58kPGT+gNWp56amX1JFSZ5rj95QGYwP7CvepwXRXwS6qDdWAZVQ3KTKJ+0beR1JkEmPDxjqskxY/DZJOutmZdW5nKykp6dZ+fdawqigKeXl57U6LOcta9yplAJee+vp6ywxhB4EQ4IsvvqCiooLf/e5353QbYWFhFBUVOQyRubm5uLq6tnvjPnjwIPX19Q6ft1VVVTaBb/To0SxevJjS0lK7k45MJhPNzc1dCqv2ziZ4e3vj6+vbLqw6U2JjMpnYunUrt912m93H4szerpGRkZSUlNDS0mK3HrSiokKdiNWZ/Px8+vd33DJnxowZrFq1iq+++srpsLpixQoA7rjjDsDSRiilJMVyKr/kIAeKDpBTlaNuH+4TzpiwMdw57E61xjTMJ8yp23JWSUkJOTk5dmtvAwMDqa6ubnf5ypUrmTBhgt1BhDlz5qAoCu+++y6RfpHc6Xcndw6/E4AB8QOIvCKSiBkRfHH4CxYeXIi/3p/r465nw8kNzJo+q93jXV5ezocffsjdd99tdyLS8ePH1drtyy6z9LnNysrq9H5/+eWXDrvINDY2cuTIEfX/yd5tgqWe2TrTfVfBLnLG5FDqUcqMz2bgqfPk2oHXMqP/DB6d/ihPP/E0r8x9xWY/g/8wmBEjRnD/qPs7Pd7upigK+bX5NqOmaSVp6mj90JCh3DLkFvWUfnxQvLSPusRIWO1mhYWFDmtS6+vrHQbZc2GtWS0tLaWxsfGc9y01q5euQ4cOoShKh0vwvv/++wwbNsxuL0lnhIWF0dzcTG1trd1eq8ePH6d///7tRu63b98OOK7hrq6utmm1ZZ2YePjwYbthtampCcCp0U+gw+VbrQHcKicnhzvvvLPTfR46dIja2lqH/WzPHFm11tYWFxfbPX1fWVmplkF0Jj8/Xw1HiqLQam6lubWZptYmmtuaGX7lcAiDtYfWcm3+tWrvUQXFphepopz+96Idiwi9PZTnDj7HwbUHyas+XVwZ5RdFYmgi9428T60L7evtXIut85GcnAycDnpnsoZVs9mshrri4mIOHDjAK6+80m7748ePs3PnTiIiIuwGverSam70uJG3bnkLQ5uBTXmb+CrrK1ZmrKT+unqWs5yKzyqYOXAmM+NmEhcUx/vvv09zczO///3v2+3PaDRSWFio1hU720mjurqazZs3M2LECLsT8tLS0hy+xhVFYcuJLWiu03Dzhps5VHpIDXi+Xr645bix7K/LuDrmajx0Hnz99deYG812S1hKSkqYMWNGh8faXYwmIynFKTYrQhXVW16P1jKNP1z2B3Ui1IUuORAXnoTVbtTc3Ex1dbXdT/BFRUWYzWa7tXnnytq6ytFpHmfJyOqly7oEr6PRtAMHDrBv3z7eeeedcx6JsAbH0tJSu2H15MmTdsPY9u3biY+Pd9hH9Oywal39Kj093e4KcQ0NllVrnA2rHa0e1a9fP7UHZXV1NdXV1U69vrZu3QrgMPif2YEgLMwy6lhYWGj38amqqrI7OtdqaiWnKoeMsgwOlx0mozyD1MmpuPq64vOqD82tzfYn8zwMKaRw2cftg55d/33KHCw+yJjQMTyU+BBjQscwOnT0RZslvWfPHtzc3OwGM39/fxRFoa6uTn0erlu3DoDrr7++3fbWpYfnz5/f7jqj0UhdXZ36YUHvquf6+Ou5Pv56RheM5sk3n+S+1+9jZ9lOntrwFE9teIrYgFiK04oZMWcEBFt6yp653vupU6dQFMWmDEyv19vUjdqzfv162traiI2NtRtWDx06BNi+xk1mE98c+YbXdr7Gft1+NKM0+Ov9eXbys0yKnMSE8An886V/Mv/r+cz64vQI8ffff4+3t3e7yZgGg4Ha2lqne/52VXljuc2o6f6i/Wq7sgH+A7h8wOUkRVhGTRP6JpxXk3/x0yT/493I+kfH3qjPtm3bgO5rWwWotWzWCSznO7IqNauXntTUVIKCghzWUX/00Ud4eHhw9913n/NtWN/ASkpK7E5AOnnyZLuRGkVRSE5OdrhKVmtrK01NTTbht0+fPoSEhJCRkWH3d85lZNVRWO3bty8HDx4EHNfc2pOcnMyAAQMct/c5I6xa/08KCwvtbltRVcGAMQP4OutrNZRmlGdwtOKouhKUi8aF2IBY2kraGOk3kqmJU/HUeeLh6oGHzkP92VPnyaMPP0pVRRXfrfsOF40LGo0GF42L5WdO/+yicWHt2rW89OJLbPlqC5dPvLzT+32h7Nmzh1GjRtktm7B+sKmurlafN9999x0RERHtlvmtqqpi27Zt9O3bl1tvvbXdvqzlBPZqgHft3EW4MZyFty5Eo9GQV53H+pz1fPjjh+QOzuWQ7hBD3h2Cl86LUf1GkRiayOh+ozEVmsAFm7Dq5+fX4fKvAN9++y0hISEOg+KhQ4fw8/MjMjKSlrYWPj30KX/f+XdyqnKIDYglNjOWsPIwNv9ts83vBQYGYjQaaWpqUl8zW7duZerUqe1eF9b3tu4Iq2bFTGZ5pk37KGs5ic5Fx5iwMTw69lHLRKjISd1eSiJ+miSddKOOWs1YP/12tMpPV1nDam5uLhqNxuFM4M5YR1YlrF56MjIyGD58uN1RU6PRyLJly7jhhhs6XCq1Mx01GG9tbaW4uLhdJ4Lc3FyqqqqYMGGC3X1a38DPXo1qyJAhHD161O7vdDWsWidY2dOvXz/1/ljDakxMDCaziRpDDTWGGqoN1aSWpsIwWFu1ln3f72Odfh1BNwdxx5d3oMHymGs0GjRo0Gg01NbUwk3wQfkHhKSHwK3w4rEXee8/71FvrKe+pV793virRk5xim+Wf2O5/YAYhoUM4/q46xneZzjD+gxjcPBgKksriXgiggf/70F+fc2vHd7fBZ4L2JS9iQSvhE4XGpi/ZT6hSijTJpxbaUhPMJvNHDhwgPvuu8/u9dbnsPW5YzKZ+OGHH7jxxhvbPf9/+9vfoigKzz1nv4dqh2F11y6SkpLUfcYExPDY+MdY/cJqIo9Gsip5FWllaRwsPkhKSQofpXykrhvP8/Bw2sOMKB/B4ODBuI51xZBqoMHYYHclJJPJxIYNG7juuuscnvnIyMhg8MjB/CP5H8zfPZ/ihmISQxNZfutybh5yMzH/jCFqavtJvdZwX1VVhZeXFyUlJRw5coS5c+e22/bMBTq6qr6lnj2Fe9RguvvUbnWp1BDPECb3n8xDiQ+RFJnEmLAxPdL4X/z0STrpRh2FVesb7Lhx47rt9qxhtaCggH79+p1z6ykpA7g0KYpCZmYmc+bMsXv9hg0bqKysPK9RVTj9BmavZ2NxcTGKorQbabR2D3AUVuvq6oD2YXXQoEF8/fXXdn/HGlY9PZ2b9dva2truA5pZMVPSUEJTcBN1sXU8vvZxvjvyHTwFU9ZOoe7ruvY7ug0+Kf0E9wp3WoJa8PH3Ia3EspylgoKiKOp3Q4sB+kNOcw6llaXQDypbKgkiiFDvUOKD4vFx88FL58Vbr7/FjZffyPMPPc+Q4CEOm6UXFxcDEBoa2uH9TUxMZNOmTXz//fcdrmZmNpv54Ycf+MUvftGrJqnk5ubS0NBAYmKi3eutzxVrWE1NTaW6urrdBD6z2cyyZcvQ6/U88cQTdvdlDatnL09cWlrKyZMnefzxx20uz8/PZ+PGjfz5z39mdNhoRoeNVicimRUzOZU5/Pn9P7NsxzKG3j+UrIos1mSvoW1cG4wDn1d9iAmIIaFPguWrr+V77fFaqqqquOaaa9R+ySaziVN1p8itziW3Kpe9QXsxJ5jZs2kPV0VfxSc3fcJV0Veh0WgwmUwUFRXZLSex3reamhoiIyPZsWMHYL+ExdmwqigKx2uO24yappelY1bMaNCQ0DeBu4bfpU6EigmI6VXPMdF7SVjtRtaRGHth1VpEb6/X5Lk6M6yeyxJ4VjKyemkqKiqitrbWYSP7ZcuWERQUdN6TJqx1ffbCqnVlq7PLEPbv34+Hh4fDVlnWwHF2g/9BgwZRUVHRrq0VnA6rHh4enR6z0WSk2K2YuqF1PLn+SfJq8sityuV4zXG1Vo4bYFHKIvxa/NAV6Zh7zVwC9AEEeATgr/cnQB9ATUkN995+L4vmLyLQI5Cbb76Zb3Z9w8SJE+3ernVU7uP1H3PttdcSHh7ONddcw0d//chmu8rKSt7a+hZX3HQFY8PGdnhfrLW1nY2WXnnllfz973/nxx9/7DCspqWlUVFRwdVXX93h/i40a49dR5MFrc8V63PHOoHv7Mlun376KQaDgdmzZ9udXQ+WAAftw+q+ffsA1BXVrJYuXYqiKNxzzz3t9uWicWFQ8CCCS4Lx3+/P6o2rAUvt8ZzfzGHF1hXc//v7afRuJL0snTXZazArZgC0aOExeKXqFQr9C6l7uA73v7nb1iQPh3hdPM/Pep64wDiMJiM/HP+BVlMrpRWltMW1URlcyXfHvsNd646b1g03rRtVuioIgtzSXAYPHcyuXbtwd3e3+/ha+9ee3Z2ipa2FA8UHbMKpdflUHzcfJkZM5IWpL5AUmcSE8An46f3a7VsIZ0g66UbWkVV7nz5LS0txc3Nz+MfxXFj3derUqfOqhbWGVWf6OYqfDutovr3+u62trXz77bfcfPPN5z2i7urqSmBgoN2wap1Rb51MZJWamkpCQoLDD0j19fVA+7BqrRvNy8trF1abmy0r09gLqwoK6aXpbMrbxMa8jWw7uY2mWEu4/Sj1I2IDYhkcPJiZcTOJCYihOKuYvz39N3Zs2sFLf32J3Nxc3rr2rXb7zTRlQhn4uPqQmpqKi4sLI0aMsHufoP3SxiEhIXYfN0dlEPZYPyR3Vk9oHTFzVPNrZa2vt7c87sWUnp6OVqtlyJAhdq+3Plesz53t27cTExPT7oPS66+/bvPdHuvI6tnlMQcPHkSj0bQLdEuWLGHixIkOJ9BWN1eTXpuO13gvFh1cRIOxgfqWekrDSyEWMkoyiIixNPn3c/ejqrmKWkMtFfUVEAKZVZngAnjQfvKcFrJN2dz3jf3yCO6ABfULWPD5gvbXPQ437bwJdoLWQ4vb427c9OVNxPjHEB0QTUxADNH+0RRWWOqqTR4mvs762mYilHV53NiAWGbEzlBHTYeFDLOZYCbE+ZCw2o3Ky8vx8PCwWzNXXV3drT1W4XS4LCwstLtcpbOsCwvIyOqlpaOVo7Zt20ZtbS033HBDt9xWYGAgVVVV7S63jvqdeYpaURRSUlK4/fbbHe7PGjjOfs1Yw2pubi5jx9qOOJ4dVk/VneKHvB/IGpJFdUA1I963hMhBQYOYO2ouuz/fjTHPSFpyWrtTkdubt/O3qr9RXVlNQUGBwwlTZ0pJSWHw4MEdliGcvVpcnz597IZVaxmEM0vHOrssq16vR6fTdbhqFsCOHTuIjo52OCnvYjl8+DBxcXEOV+mzPlfq6+vVCXxnT+xraGjgyJEjREdHd/h/6ujDQkpKCnFxcTa9fI8dO0ZaWhrz58/HMRQUaQAAIABJREFU0GYgqzyL9LJ0DpcdJr0snfTSdEuz/YHAQHhozUPq7+o0OhgGR5uP0lzVjLebNz7uPoT6hOLl6sXyz5czPno87//P+yx6ZRGfffEZR44fUeumV3y7gn++80/e+dc7DIgcgM5Fh06rU7/vSd7DU088xX8++Q/xQ+Ixmoy0mFowmowczz/OE799gnsfuZcBQwbwt7f+Rp8RfcipzGHL8S3qsqSq/4WhH1nO0ri6uDI0ZCiPjn2UaQOmMSli0gVpXSZ+viSddKPq6mqHK8gYDIZu/+NvDauNjY1OvZk6IiOrl6acnBz0er3d58batWvR6/Xddqo3KCjIblgtLi5Gq9XanD4sLCykpqamwxFIa1g9u8G/deTKOunJyqyYOVV/CgbBG4ffYP+P+9WlFnWBOgKqA3jtode4KuYq+vtZJntd8/Y11Cq1dmvmrK/jqqoqiouLO+xTa5WWlsbkyZM73ObsJV5DQkLU1nNn6kpYLS8vx9PT06la3YCAACorKx1erygKO3bsuGD9NLsiMzOzwzNI3t7eoIec2hwWJy+mLLwMl1EufJ31NZ46Tzx1nnzy4ScofRSm3zednfk7MZqMGE2W5U2tPxtNRjZVbYIJ8O/D/6Y+pZ4qQxXVzdVsCtuEd7w3V396tbrPvCN5cBv8m3/zu1d+p458umndGBoylCuiryChTwLzn5tPYmwi//f2/+Hj5oO3mzfHso8xdOhQrr7lar588Uub+3Po0CE+//pzHv3kUUb2G2mZpGfS0Ne7rxoM1xatxeWICw9PedjunIWM+gwohcsHXU5UpO0kqxLfEp7IeQJzi5ktOVswjzJzUnsSzngZu2hc8HP3w9hopKmhiYjICMoay2gxtXCo9BDppZayBWuNrbXedmDgQGkvJbqVPJu60dl9Ia3a2towm81Or0bjrDNLCjqbXNER68iqhNVLS15eHtHR0XZLTzZu3MiUKVOcnozUGUdlAKWlpfTp08fmGDIzMwE6XNq1sdEye7rdalQ68Bvix8ayjTRubuRo5VGOVhwlpyrHUmt6F3x1/CumDZjGg6Mf5OrYq3n8jsfRoGHuaNtZzm1tbQ5LIKxhtby8nNLS0k5fX83NzeTn59tdWelMZy/A4SjkOyqDsKeiosLpWdphYWGUlZXZNM4/U35+PqWlpQ5rbi+W+qZ6jjUeY8SQEXyw/wNKGkosX40lp39uKIHn4E3Dm7AJuAEW1y9m8fLFp3ekBebBQhay8OOFHd/oL+DlnS/j5+5HoEcgfu5+tDS0EN4nnEZjI+WN5TS1NnGy8SRuUW4khCZw14i71OAWFxRnE9heTHmR+LHx6oclOH3Ww3oG4ky7d+8GaNfz9Ex5eXlERkY6nFx75qi7oigcqzpGckEyu07tYmf+TngWPqv/jODmYNgLf/nNXxgTP4YwnzDCfMII8QxB66LlnnvuYefOneTl5WFWzORV55Femm4ZOf7v6PHqo6vVWlt3rTtDQ4a2C7Gh3qEyoUqcEwmr3chRWLWOnJxPoLTnzDebzk4BdkTC6qXp5MmTNj0drYqLi8nIyOhwkk1X+fv7212Xvby8vF2Qsi4v6aj2UFEUKhostXqbijdx/NhxDpcfJr00nbzqPJQ7FLawhe07thMTEMOg4EHMiJ1BUXoRX/zrC47uPkpk6OkJh9YWUmdra2tz+Jy3vo5PnTqF2Wzu9LVr7ZXaUQCH9mE1MDCQmpoa2trabMpwHI0s21NVVeX0SlcDBgwgNTWV3Nxcu+Uh+/fvB7q3a0lXWZfW3H1qt+WrcDcH/p+97w6Po7rXfrf31a5WWvUuy5JWkm1Zxr2ATQATQ0wzBhJTEhJuIAQCN4VLIDeF0AIBLt0E+CChOCY0gw0YGxfcZFmybMuS1XtZabXapm3z/bGc0ezu7OzIWhfMvs+jR9JodGZn5pT3/Mr766mG/yd+bMAGbPg4YIFMUiYhVZ2KVHUqFmUvQqoqFU/95SlcOO9CGMQGvPn8m6g9XAuvwAuHx4FR5yguuewSpKSlYP0L6+lEI7avP/7hj/j32//GcPcwHXdZXV2Nqtuq8MiGR3DllVcCCLynxMRE3H333Xh4TeQYWKfTCbvdHjYWxGIxBAIB64aluroaer2eU9+3ra2NU7Lw2NAxSJdLseY/a/B119cYcgQSpbQyLeZlzEP9hnrctPAmJNoS8cy2Z3DfR/exhoNZLBY6flcoEKIwsRCFiYVYXbJ64h49ThwbOhZEYj9r/gyv175On5OoSAxTPCgzlkEji22IXBznHuJkNYYYGRlhnTiIJSlUa3KqYJLVqYg1x8nquYn29nZW0kGqLIVK+kwFOp2OtS57KFkddY3ik9ZPIF8hx2O1j2HYOQyz0xz4cgS+DzuH4fV7gZ8Dt3x6C0QCEYoMRXR5zw/XfwhLswX1X9VDKpqwKD1x5An8q+Nf0CqjWyOBQL+PFP9I4jv5Ji8RshqJgBOEKm8QkmmxWII8L6QaFx+yajabI4YfhYIk23399dcRyapYLI5p8ZJosLvtqO6tniCnXXvQawvIcSnEClSlV2FV8ipsfHojXvnbK/je/O/BqDJCIgq3ir/+w9eRVZKFjo4OmDJMMKVNbB6ee+454Diw9pK1uLToUs7PRI1SSJAkBCUINTY2AkBQ4Yvt27fD6/WylidlgmTTs1nApVIpa2GAgwcPorKyktMS2dHRgfPPPz/omJ/y4+PGj/H3vX/HF9ovgMVAo7kR3y/6PhZkBoT2S5JKIBKKoP25FtoKLY42HkVxcXHEvIXR0dGoyX4KiYIuvcuE2WGmra+ExL5a+ypsbht9Tq4uN4zEFhmKWN9xHN9NxMlqDDEyMsIa20YSXWJZahWIW1bjiAyHwwGz2cy6Qdq9ezdUKlVMC1QkJCTQcZZMDA0PIbMoEw98+QA+a/kM+7r3waf3AYuAp/c9DYPSAIPCAIPSgNLkUvrn/dv34/P3P0fNpzUoSS6BTDxRsajnrR5saNwQRFSB4OpQfODz+SL2eYFAAJ1Oxzt5qb+/H0KhkK77HgmhmsZMIXsmWSVhEHwKHFgsFt4bYWL5JdbtUNTV1aGkpCQiiZ8qKIpC03BTEDFl1qsvTCzEivwVmJc5D/My56HcWA6JSIJnnnkGG49uxMqZK5GijbxxUCgUcDgcOHz4MJYsWRL0t7feegsA8Mtf/jLq57TZbGHPvrGxEQKBAIWFhfSx7du3QyqVcrrqAdBxwmwWcJlMRr9vAp/Ph/r6evz85z+P2Gaohqp13Ip/1PwDT+97Gs0jzcjQZKCoswiKYwoc2nWItQ2VSgW73Y6jR49yxltbrVZWLw0fGJQGLMtdhmW5y+hjfsqPdks7TWLrBgLxr5uaNgXF/BYnFdMktiKlAuUp5cjQZMRDCb6DiJPVGGJsbIx190k0VqMtZJMFk6xOJR42TlbPPRDJKLbkqq+//hrnnXdezNQf/JQfbrUb7jw3HtnxCNqt7WgeaUbLSAuarmlCk6gJ23dsR1V6FX6z6Df4x/3/wLzsedjwzw0RF51fbfoVvm7+GjPTZob9LS0tDUNDQ3C73UGxeqHJS9HAFQYABAg4cc9Giwnt6+tDTk5O1MIcoaWNyXxBdD0JJlONy2Kx8JK4AkAntbEldQEBWasFCxbwaosPRl2j2Ne9j3bn7+nag2Fn4JlqpBrMzZyL3y76LeZlzsPczLlIUrLPY62trVAoFFE3DUqlEqOjo+js7AzTFz506BBUKhUv0mW328OefUtLCzIzM4OI/I4dO3DeeedF1fYl/YjNAq5SqcK8EidOnIDL5eK0cA8MDMDn80GaIsUvP/0lXql5BWPuMczPnI8/X/BnXFFyBRYtWMRZnU6lUsFqtaKjowM333xzxPPGxsZ4xU/zhVAgRJ4+D3n6PFw2/TL6+Lh3PCyUYFvbNrx5+E36HJ1cxxpKENdwPbcRJ6sxAkVRsNlsrG47knhysuVQI4Es9FqtdkrEw+//RoA6TlbPGRCyGhpr6XK5UFtbi3vuueek2h33juPI4BEc6juEmt4aHOo/hNq+Wox5x4C1wK+3/ho6uQ4F+gLMTJ2JEx+ewOrzVuPl+16GXqGHz+fDw/seRtGSIk7riNPpjEgAyD319/cHFcNwu90QCoW8+7Hf7+c8V6PR0LGj0WJCBwYGeG1GQ8MAIpFVu90OoVDIqyrdZMgqIXCdnZ1hfxsbG0N7ezt+8pOfhP2ND3x+H44OHg2KNT02eAwUKAggQGlyKVYXr8b8zPmYlzkPxUnFvHU4Ozs7kZ2dHdWiplAoaJc7U194eHgYVquVdyyuw+FgJavMdzw+Po6amhrceeedUduLpNsKBEI9iAWfgFi+Qwk3JaRwbPAYGoYa8Hnt58B1wIPDD0K0X4Q1pjW4c+6dmJMxcY8jIyOcHj2lUgmz2QyKojhjY8fGxniFpEwVMrEMM1NnYmZq8CZ12DkckAJjkNj/V/f/MOYeo8/JTsgOI7HTk6aHeWDi+HYiTlZjhPHxcXi9XtYBTXbVsSarxLI6Vf1WQlZjWbAgjjMLUoIzVIz/2LFj8Hq9vKSYhp3DqO2rxaG+QzjUHyCnx4aOBeJJAailasxImYEfzfgR7M12vPrwqzj4+UHMKg60bbPZ8O4172LehfOgVwQSlvr7++H1eqO6rV0uV0SyyizvGkpWJ1NymCsMAAiQCELq2BInmRgaGsKiRYt4XROY2BiSsUtiVAkIWY9GzjweD1wuF2+yKhaLIRQKWeWrSIIcMyaTC4P2Qezt3os9XXvwddfX2Ne9j45DNCgMmJc5D2vL1mJe5jzMSZ8zJcsXX61bhUJBE39mTO67774LgH+ctsPhCNugdHR0BJUiraurg9vtDqtmxQYSk8rWj9RqNd0vCEh8bFFREdosbXjv2HvYoN0Ay39ZUPosg8AagXX56/DnH/wZ6ZrgsU6uy2VZVSqV9PrERVYjGWJOFxIViViSswRLciZCO0giXmg87ObmzfQcJRFKMD1pehiJzU6IvvGJ4+xCnKzGCFwJEWTyjPVgZ1pWp4I4WT33ECnWsq6uDgCCNE4pikL7aHuAlDK+2kfb6XPS1GmYlTYLq4pW0ZaPgsQCCAWBPvPuu+/i1e5XIfFOuODZhNVJ+dVo5YHHx8cjxp4yySoTJ0NWufq8Wq2Gw+GARqOJ6rkg9dX5XBOYsKwyheyZ4LIsMxGpeAIXZDIZa0IPCQ1gxmQSeHwe1PbXBsWaNo8EzhcJRJiROgM/qvgR5mcFrKYF+oKYkoHu7u6wRCI2yOVy+pkwLYqffPIJAGDNmjW8rhf6/H0+H7q7u4PecW1tLQCgsrIy7P9DwVWRjMzfbrcbIrEIvbZe7GjfAeXFSlzw9gU42HsQAGAQGCCrkeHlP7+M4qRiHPj0AG578Dbc33w/K1EFolvdmZboSMYUv98Pp9PJKyTldEIgECBHl4McXQ6+X/R9+rjb58bxoeNBJHZnx078q/5f9DlamRZlxrIwEks21XGcfYiT1RiBa9GwWq2nhAiSNuNkNY5QmM1mCASCoBg5n9+H6vpqSDIl2OPcgxc+fQGH+gPE1OIKbKgEEGB60nTMz5qP/5rzX5iZOhMzUmZErU5DFjKmhZAs0Mz+SbLmoxXIcLlcEckqic8miyyBx+OZVDhMtDAAlUoFt9vNaZkioCiKl+WPkFUy1sgGNpSsulwuXklOk1ENIFAqlWEJPcAEWS0oKEC3tZu2mO7p2oPq3uqAji0CG5f5WfPx09k/xbzMeZidPhtKSWz0etlAURT6+/t5KZ7IZDI4HA4kJycHkavDhw9DKBRi5szwGGg2hD5/Eh/K7LeHDx+GSqXi5TEj71ckE6HR3IiO0Q60W9rRMdqBlooWIBeY9sw09Np74fF7ACMAY0Cv9NELH8Xq4tX4+4N/xxu73sANFTcAAL40fwkgcjz1+Pg43G4350ZGLpfD4XBAIpFEjAd2uQLvPVaazKcaUpE0QD5TygFGyK/FZQkLJXir/i28MP4CfU6mNjOMwBYnFQcleMZxZhAnqzECmfzZBrTNZpty/XU2EMvFVC22cbL67QVFUTA7zWgdaUXLSAtaLa1oHWnFJs8mCH8uROEzhbC77bC5bYHyiWoAPwZu+uAmKMQKVKRUYI1pDWamzsSs1FkoM5ZBJZ28BYX0e1LyFJggUszFklh8oxEPt9sdkawSV2ponKfP55vUOIskjE+gUCjgdrt5bwb5kKnQMABCqJjPDeC2LDMRsXgCB9RqNSw2C9osbegd60WfrQ+9tl5sMG+A5HoJSl8uRZc1YAGXiqSYnTYbt1XdRmfoZ2mzTqsL1Wq1wu128yarLpcLRUVFQcd7e3ujhnIwEUpWiWh/amoqfezo0aMoLS2N2If8lB91/XX4ouUL/MPzD+BeQPtIcF8SQABFggJwAMXqYlxXcR1ydDn437v/F1VZVfjggQ8ifsbh4WFIJJKI756P1V0ul8PpdCIjIyPifZBkPz6W/rMZOrkOi7IXYVH2RLgORVHosnaFhRJ83vJ5YNOAgOeALZQgR5dDe5biOPWIk9UYgew+2Qa02+2OWeY1E2TBmKp7hpDVeAzP2QmHx4E2S1swIbV88/NIa1CSARAQS/f7/JA75FicvRhqqZr+eu7vzyFdm443Hn0DRYYi3gku0UAWdjIOAHb5JUJWo6lXcLn0iaUzlKyGCutHQ7QwAKVSCY/Hw9vFzkc+LpSskvmCEAICvmSV/J9SqYTdbUe/vR/9tn7279/83HlDJ/wSP/L+HpIQpgQk6RIsyl5EJ0HNSJlxxq1KXBqloZBKpXC73UEWUK/XC6fTGZasxIXQzRKb3m5TU1OY3FPrSCs+b/kcX7R+gS9av6BF+HXQQdYmw/2334/shGz6K0Obgbt+cReeXf8s7r76bly04iJQFIVfVf8K0+aE6+AyMTw8DL1eH3He5rORIc+LScJDQcb0qZIzO5MQCATISshCVkIWVk5bSR/3+DxoNDcGkdi93Xvx9pG36XPUUjVrKIFBya9ARxyTQ5ysxghcGo+TjaXjCzJJTXUSiVtWzyx8fh+6x7pp8hlKSPtswaUYFWIF8vR5yNfnY2nOUuTr85GnC/yeq8uFRqbBpZdeiv7+fry+fqJ6DEVReHjlw7j21mtRkswtXj9ZENLFZlllktXBwUEkJCREHQ9utzuilVQqlQYl0hBEk6IKRTTLqlwuh9/v52215EOmQseaRCKBWCwOc8tzzRkWlwXVPdU40HMAn9Z9CtwBXHPoGrgOuljP18v1gXryqhTMSpsF2yEbept68eLfXkRmQiZS1alI06Rh1fJVMOgN+Ncj/2Jt50yBS/YpFFKpFF6vN4h81dTUAOCfOAaEk1WSkEY2WW63Gx0dHbh63dV458g7NEFtGWkBAKRr0nFJ4SVYkb8Cy/OW43d3/A7b9m7Dfe/cF3YtYrkn92m1WuFwOMKSI0NhtVo5Q1T4yJ+R58VltT6XyWokSEQSmIwmmIwmXFt2LX3cOm7FkYEjQSR2w9ENeOngROneNHVaWJnZ0uRSyMXfned3KhAnqzECF1n1er2nxIUSK7JKUVRQe3HEFhRFYdg5HGQNZRLSdks77XICAhqEWdos5OnzsLJwJU1MCSE1qoxR35XVag1LrCCLIJ/YysmC9HuidQqwx7pZLBZe7liv18tJaNVqdRjBm6xllaIoTrIqlUrh9/t5x+rxuS82mTiZTEbPHwQejwcSiQQ2tw01vTU40HMA+3v240DPATQNN9HnpcnSgD5g1cxVqCyqRIoqhSamKeoUGFXGMOmeS/9xKXp39OLy7MuDrMFDA0MomR7bTUwsQGSf+DxfsVgMv98fRL52794NAJOqysXcLNndduzt3wucBzzf+DzGjo+hdbAV1M8oPCZ8DNgQSNg5P/d8/HLuL7EifwWKk4qDxqjT6YzYj8hmiBTV4BsqY7VaOa3+fNz3EokEXq+X09Mx2WIb5zK0Mi3mZ83H/KyJIhAURaFnrCcslOCZfc9g3Bd4diKBCNMM08KssHn6vHgoAU/EyWqMwLX79Pl8p2Sgk8lwqm0Tshq3rJ48nB5nwFXPJKSWCWLK5qrP0+WhMq0SV5VcFURIsxOyp1xm0Gq1hul+Eu3VaBabkwEhlkzSxTYmmDXGueDxeDhJokqlCpN7imYpDYXf7+ck/TKZDBRF8SarfOSjQi2rDo8DogwRjuM4Xqp+Cf32fvTZ+nCw4CDGysaQ8NcE+KnA/2Rps1CVXoUbZ96IOelzMDt9NnZ/sRurfrsK9957L28NUWLJ6+vrCyarQ0NTKi5yqkBIHJ/YYfJ8mVbYhoYGAIhasc3n96FnrAetlla4SlzYKt+KyhcqJypsrQSeqnkKKaoUqAVqYBRYV7UOt33vNsxOnw2xMPJyypUwSO6L3CdRuYim7RtN+5SPRVQikcDv93NuBMgG9FR4B88FCAQCZGgzkKHNwMWFF9PHvX4vmsxNQSS2urca7x59lz5HJVHBZDSFkdhkVXQvzXcNcbIaI3DtPk8VWSUTc6zCAOKW1cggrvrWEUa8KIOYklrmBMRVn6fLw+LsxQEiyiCkGtnUtHGjgU3UnMTdccWnnSzIQsZmWWX2fTaLLxuiWUlJmUgmoummhoKiKM4+T+6JzyItl8tZr+2n/Bi0D6J7rDuQYe/dA6wAVr+7Gg3mBrSOtIK6jsImbMKmjzYBCLjtx5XjUDgV+PWlv0ZVehWq0qtYFRlOxupFnj9T+svtdsNms0UlSGcCk5HnIjHBTPLV0dEBIGBZHXGOhI1dsqlsH22H2/dN/10F1FP1WKxYjN8u+i2ObDmCTS9vgn3ADpFQhI0bN+LKX12Ju/77LszIjF622O12R5ynQ5MTSXhLtLAHh8PBaX3l0zdI/+faQJKqa6ciSfhchlgoRklyCUqSS3CN6Rr6uM1tCwsleP/4+1hfs54+J0WVwhpKcCpVN852xMlqjBBa85sJv99/SgY6mUSmuuONhwEEnsGIa4RewEIJKZurPlObiXx9Pi4uvJh20RNCmqJKOaPPk036iCyCfCybkwXp32QcAOwWGYfDwct6F414srnOo0lRhSIaWSVkOdLYpSgKZpcZSAcEGQI8vvvxACkd60aXtQvd1m70jPUE9RsAwHygY7QDVelV+FHFj/D0g09j/vT5ePaRZ2FUGSETy7Bo0SLIZDI88PQDnPdwMkSCkCNiyQNOTq/1dIFv6VmPz4NhwTBQDOz27Ebz1mb02fqwK3sX8FOg7I0yjI4H68smKhKRr8/HzNSZuKLkCuTp8pCTkINL5l2C3/ziN/jDj/4AALjt3dugEWjohESS9MXXEs0Vg0zeB9ncsUm+scHhcHC6+PlYRMncz/Xe42Q1tlBL1ZibORdzM+fSxyiKQr+9PyiM4HD/YTx34DlaMk4AAQoTC8NIbIG+IGaJsmcz4mQ1RoiWpHQq1ADIRBOrMqnnOll1eV1os7RFJKTWcWvQ+QaFAXn6gKv+ypIrgwhpdkL2WV3Gz+l0RiSrfKsdTQakDzLJKtsiF22BJYhGPCOR1cmEAUQjq16RF0gBulRd+L99/4dOaye6rF3osnbRP7t9buBWwAkn7vnsHiglSmRoAi7BxTmLAz9rMpCpzUSGNgNvv/w2/vanv6HWW0t/1tc7X0dCZgKyEiYE5/laibk2yZFASB/TMn0yeq2nC0x3NkVRGLAPoNHciOPm4zg+dDzw3XwcLSMt8BZ4gQLgpZ6XIOwVwqgywiVzAUPADRU3BI3hPF0ea1Utt9sNDANSsTToM4TGXgP8xxKJQWZDqJIG33fBJe9Grglw9w2ybnGFuoQWsogj9hAIBEhVpyJVnYoLCy6kj/v8PpwYPhFkha3rr8N7x94DhcD6rxArUJpcGkRiK1Iqompjf9sQ730xQqjYNxPREjlOFrHK4iek99sOZswZGyHtGesJOl8uliNPl4c8fR4WZS0KctPn6fOglU2t2MKZBJslh1jPplpEgg1kIWOSVfIzc5HjK3YfTVZKJpMFhRwA0WNQmfD4PBjXj6ND2YH/2/d/tEW02zrxfcw9BtwGbMZmbP5kMyRCCTK0AeI5N2Muriy5EmKHGA/95iEYxUY07GuATq7j/AybqE0AFbwxFIvFQc+N3P9kyOpkNqyEmDALETAlsM4W+Pw+HB44jC8dXwKrgeX/Wo7G4cYg66hMJKMTV64quQqfvfUZ9n+yH++9+h5WXbAKIqEIWVlZGBgYwDNvPMPvuiHyYkB4v7XZbBAIBLxlA7mSbEO9EnxF+KOpzLCNv1CQe+XaQLI9jzhOD0TCgMbr9KTpuKr0Kvq43W3H0cGjQSR2U9MmvHroVfqcZGVymBXWlGw6KR3tswFxshojsGX5MhG3rMYGbDFntKueGXOGgNuEuOq/V/A95OuC40ZT1CnnbCYmG9k5lYkSpO8wNz5sY8Lr9fKyAkazeopEojCCF+l//AI/7Co7Xj74Mqp7qlHdW426/jqMXzGOrdiKrZ9shVgoRpo6DRnaDJiSTfhe/vfQUteCj974CFevuBpP/fEpGFXGsP5y9OhRPNTwEOTZ8kmVamR+TqFQGLZhjHb/9L2dxIaVzEXMevRnQxKN2+fGgZ4D2NG+A191fIVdHbsmiGkeoJVrcX359SgyFAUWcMN0ZCdkB7lAG55twP7u/UhVp9LH3W73pMNDgOBnGmoZJR4CvnMm1+YjlKzyjUOOtqGZDMnkY32NJ+CePVBJVZiTMQdzMoKTKgfsAxOhBN98f+ngS3B4AptRAQTI1+eHkdjCxELOBMGzAYIoVrUzYnLL/HEm+tCHwsJCpKamgqIo1NbWIi0tDSkpKfD7/airq0N6ejqMRiO8Xi/q6+uRmZmJpKQkeDweHDlyBFlZWTAYDHC73Th69Ciys7ORmJiI8fFxHDt2DDk5OdDr9XC5XGhoaEBubi50Oh0cDgcaGxuRn58PrVYLu92OpqYmFBQUQKPRwGaz4cSJEyjEfSenAAAgAElEQVQsLIRarcbY2BiONRyD0+HE3Llz4Xa70dLSgqKiIiiVSmzfvh0ikQhVVVWQy+UYGRlBe3s7SkpKIJPJMDw8jI6ODpSWlkIqlcJsNqOzsxMmkwkSiQRDQ0Po6upCWVkZxGIxBgYG0NPTg+TkZJw4cQKGJAO8Hi9mzJgBgUCAvr4+9PX10aUFe3t7MTAwQGfD9vT0YMg8hIryQH34usN1GBkewdKlSwEAnZ2dsFqtMJlMAAIJCjabjRbVbm9vh8PhQElJQOamra0NrnEXiqcXAwBaWlvg9XjpKjLNzc3w+/2YNi0gcn3ixAkAEzXIm5qaIBQKUVBQAD/lR8OJBlBiCrokHVxeFwZHBuEX+uEX+gNZuQyIhWLAE7CwJGoTIRfL0d/djwRlAnKzciEUCFFfXw+dTkdLNtUdrkOSIYnOiq+trYXRaERaWhoA4NChQ0hNTf3W9L3m5mZMmzYNKpUKVqsVLS0tsFqtyMzMRGJiItra2lBcXIyBgQG0trYiISFhyn2voqICQqEQ/f396O3thclkwu7du5GcnAy3242ZM2eio6MDra2t0Ol0dN/buXMnRCIR5s8PSL90dXXBYrGgrKwsqO85HA4oVUpo1BrWvufxeODz+QLP8Ju+V19fj1HrKBKSE5CYmgib24ahsSF44AG+4RQCSgAJJYFRZ0Rvey/ElBiJ2kRMy58GgUCAxsZGiCVi5Oflo6urC83NzdBoNHT992PHjkGpVCInJwdAoOTm8PAwZHIZ5s2dhyNHjkCr1dI15EP73t59e+FyuuixVltbC7vDjoSEBJhKTXTf6+7uhkQqgd/n5+x7Bw8ehNPpxLx58yAUCnn1PaVSid7eXmTnZGPUMorc3FyIRCIcPHgQSpUS04umT6nvkXnPYrHQfY9t3hsyD6Gttw36ND3GPGOwjltp16ZSooSMksE16oJOrkNvZy9KSkpY+x5z3mtuaYbX40VlZSVsNhsGBgZgs9ng9/tRUFAQNO9F6nvFxcXYuXMn9Il6iEVilJaWov5IPayjVuj1epSUlODEiRPo6emBMcXIa96rPlgNj8eDJENS2LyXmJiIuro6KJVKGJIMEIvEaG1thTHFCIVcQZdz3bdvH1zjLixZvAQA8NVXX0GtVtN9M7TvVVdXw2azoaqqCiqVinXe8/v9sFqtKC0tRXd3N+u8J5VKUVdXB5Vaheys7LN63uPb92I1753smhup752KNZeiKBxvPg6PwAONQQO7xw6L3QIvvPS8CAqQQAK9Wg/LkAVStxS9f+2FWnpGwoJYd4BnN5X+NuEMetIF7O/2rARFUfDBB6/Aiz5bH1xeF0ZEI/AJfRjoGghYRr8x7gwND0EoEEIgEEACCZLVyZCL5TD3maGUKZGflQ+xUIyjR49CrVYjW58NABjxjUAikJyzVtOTxakM95iUVZ7nqZH6NQUKXpEXHpEHoxjFuHgcdf11GFWNwq/2wywwwzxshlgohogSQWgXQiaQobyoHF3tXRBAgAJ9AQaOD0AoEkIEEevnn8w9TWUMCiBgnT9O1bim7+s0z1leyguPxIN2aztsXlsgzEID2G12qKVqJEoS4RxxwlRgglKuDBAGdxdEskl4jr65p9B3dzJeo6DnTwHBv1K8+zHzc3GfEnxSrN4/n3v/NnjV4jg5CAQCiCGGmBIjV5cLAGiyNMEv9EOdrMbo+ChGbCPwCrwYsA8ACsCtcONQ36Gg0rRnHBRFcX2dESxdupRaunTpmbr8SeG1116jAFDNzc1hfwNAzZkzJ+bXfP755ykA1O9///sptfPggw9SACi/3x+TzzXsGKaqe6qpDUc2UI/sfIS67aPbqIv+30VU0dNFlPSPUgoPgv4SPCigsv6WRS35xxLqxv/cSP1h2x+o1w+9Tu1s30l1W7spn98Xk8/0XYNcLqfuvffeoGMPPfQQBYByOBwxv97o6CgFgHrsscfCrud0OuljmZmZ1M033xy1vZKSEuqqq66ixr3jVHVPNfXigRepWz+4lZr9wmxK8r+SoD6U/EgyNefFOVT6nelU8tpkasORDVTLcAvdnyPNJ9E+y5NPPkkBoG6//faI5xw5coQCQOXm5ka9J4qiqAceeIAKTLvB93r11VcHHZs9eza1cuXKqO29/PLLFACqo6OD1/UpiqIef/xxCgD15JNP0seqq6spANT777/Pu51o6Brtov51+F/UbR/dRpU9W0a/L+kfpdTiVxZTv/v8d9SnTZ9So65Rznbuv//+sGcWCatXr6YAUPv376ePGQwGSqVS8f7cNpuNAkA9/PDD9LEf/OAHVEVFBf37L3/5S0qr1fJus6qqKuL73LJlCwWA+tnPfkZRVORxescdd1B6vZ7+PTU1lbr11lsjXvOdd96hAFD19fURz1m3bh0FgNqwYUPEcz777DMKALVjx46I58Rx9sLutlP7u/dTrxx8hbrr07uoFa+voIyPGsPm0Ateu4C685M7qYLrC6jCtYWUy+M6Ux+ZlY/GLasxAonnIfE9oWDGh8UKbBnYpwPj3nFaAJ9ZjYl8t7iCy2Dq5Xrk6/NRkVKBH0z/AZ2Jm6/PR3ZC9hmvPX4uQiQShfVFEpfm8XhiXlGNYpE/YxsTobGmFEXB4rLQWfYk077nvB70pfRB85CGjkPWyXWoSq/C3fPvxscvfQypRYodH+2gtQdXr16NlpYWXFl6ZUzviQ8ijXu+/8tmCeRzffJ/k7k+W1IWW4LcZEBRFE4Mn8COjh34qv0r7OjYQZceVUvVWJi1ENearsWSnCWYkzFnUqUnyeekeMTxkr8z74NtLPBpg/n8RSJR0BwuFovpbHu+bUb6DKE612wxxWwQCoWc5/DpG2SM8mlnMuMhjtMPn9+H5pHmMPmrE8MngpQDTEYTLp12aVARAqZywKG/HgKAs25djpPVGCHaoD8VZPVkFioukMXAT/nRO9YbRkIJMe0Z6wlyWclEMuTqcpGvz8f8zPlB0jB5+jzo5LHX9YyDG2wLGVuVqViBi6x6vB60jLSgrr8O1llW7DTsxIrXV9Dk1O4JFvcXQABRqgg6rw53zr0TVelVmJ02G/n6fLr9PX/aE6guFSKSPdkFlet8Mq74jN3Jjm8m8WIjYUKhkNe4jrZJZgObpBH5OVRhIRJ8fh/qB+ppYrqjYwf6bH0AAtXZFmcvxu1zbseSnCWYkTpjSskbhLx5PJ6oCWDkeTDvQyaT0VJTfEDaYPYNqVQa1KZSqYTL5eItlxZKdpkg74PcJ0mscrlcnPJVYrGYs98Rks+HiHK995PpY3GcOlARNFmPDh6F0xsoLCEUCFGYWIiKlApcX349TUrz9fnfWk3WOFmNEcjEwDaguXbVU8HJTCJunxv9tn66rGO/rR9f4SvgUmDlP1eizdKGNksbXdMYCJCHDG0G8nR5WJG/IkyrME2TFo8PPcvAJu3ELOuYnBzbcn7j7nHAADRRTXjhwAvoGO3AZvdm4BYg85lM2DzflEadEShNa/QYUZFSgZXTViJTm0l/ZWmzkKpORVVlFfLz8/HIhY+wXs/tdoct5GxZ9VyIZr0kizwfIsrXysZGUNkUEviS1ZOxiLKJ7LNprzLh9rlR3VNNk9OdHTvpTP0sbRaW5y3H4uzFWJKzBMVJxTGNgSSSUePj47zJKqkGBQSI5WSeD5vhQSaT0ZJSQEADlaIoOBwOXtq0bPJkBKFklXg9mPfAhlACHQq2Qh2hYHteoeBDeuM4NWCrdnV44DCGHEP0OaTa1c+qfnZOV7uKk9UYIRpxPBWuenpX7HOj29odRED7bH0TvzOOj7hG2BsrAwbtgygzluGy6ZcFEdKchJyzziUQBzfkcnnYAkQqV5EKOScLiqLQPNKM/d37caDnAA70HkB1TzVwB/Dc2HPAx4BIIEKCIAHwAWuK12Be7jxUpFTgtqtug1FnxCd//oTzGtFcnOPj42GlQfkSPIJoZJWMWT6LNF9rNZvVjq20LJcljgk+hCQUpF8wqxYRwkXIqt1tx56uPTQ53dO1h7baFCcV4xrTNViSswSLsxcjR5fD+9onA0JWnU5n1Apb5PkySbdWq4Xf7+dtBWXbACgUiqDxRMaSxWLhRVYlEknEd8QsegBMvAumDi4bpFJpEIEOBdMiHQnkeZANDBvOVLjZdwlevxdN5qYwUkpCaYCAQkaZsQyXT788yIWfrIqt4eFsRZysxghcbjShUMjb8kJRVEByxzEU+csZ+N7c2wzcCzypehJPPvFkWFsaqQYp6hSkqlNhSjZhed5ypKgCv5PjKaoUrH9qPf748B+x17M3XqXkHIFCoQhbyMgCOzISYcPCAoqi0DHagQM9B7C/J0BOq3ur6bhkmUiGmakzcVXhVXjtodfw37f8N27/4e1I16TjlfWv4Nbf34oH//ggLd2kkWk4F0aCaGRtfHw8TIcyGsENRTSySsYsH9c4F2kIvSYQXKHL4/GEjTsuS1zoeXw/IwF5/oT4+Sk/Br2DQDHwzsg7+OfL/0R1bzW8fi+EAiFmps7ErbNvxZKcJViUvQhGlZH3tWKBaFZfJsjzYG7IUlIC8XhdXV3Izs6O2oZQGFAgYfYlIpdEQDwTg4ODdN/mglQqjdjvyXFCVpkeEC4olUpOiygZH1x9g/RHLmLMjHWPY2qgKAq9tl5WFz7xZgoFQhQZijA7bTZunHEjTUrz9HnfaQ9mnJnECGRiYFpYCPEU6oUYU49hS/MWThJqdpox5BgKErZnQiQQIUmZRH9lSDPQfawblUWVuHXtrUEENEWdwtsNIBPJ6M8bx7kBpVIZtrinpqYCAPr6+iL+X89YT4CYdu/Hgd4DONBzgHY5iYViVKRU4JrSazAnYw6q0qtgSjZBIpKgpaUFrx16DSatiS4bGlpGEgiUp2xvb4/6+aORNbvdHlY9iK81kiCWZHV8fJzVQhoKNssqG/EWi8VR3cAAP0JC4PV70W5pR4OnATgPeLbzWdy3/j7UD9TD5rYB1wJ7qD2YL5qPexfciyU5S7Aga8EZr+RGSHU0SyMwYQVkbsgIQa2vr+dFVoHwBCqNRoPx8XG6apTRGCDsXGOJidAwAiZIeVXi/tfrA8UlhoeHOdtUKpWcGz+2NSkUJByFK6aXhF7EyerkMDY+hvqB+jBr6bBz4r2ma9JRbizH8rzlNCktSS6ZVALidwVxsjpJUBSFEdcIXZaxy9qFbms39nfsB64Dbvn6FvgO+DDsHMaIawRevxe4HehHPy564yK6HQEEMCgNMCgMSFImIV+fj/Myzgsio6FfCbKEoFiwf/7zn7j+o+th+qEJP6366UnfU6wTteI489BqtWGLOyl60NMTKDs7aB8MuPEZVtNeWy+AwO7elGzCqqJVmJMeIKblKeURJ1G2CkhsZFWn06G2tjbq5+dymwKBBT7U/TpZshotxnV8fBwCgYAXaQQC1rzQ0AS2awLBY42NrEokkqiWNSA4GQcIuO9bRlrQPNKM5uHmwPdvfm6ztAWKamQDyAa29m7FjLQZuGnmTahIqcDvf/Z7LCtehn8++E9e93u6wNfSCEzMZWazmT5GhNRramqwcuVKXtcM7X+EQFosFhiNRtqa2t3dzas9uVwekayGlkEmVtuhoSHW8wk0Gg16e3s5rwlwW/09Hg8EAgGnt4VYVk9FYua5AI/Pg0ZzYxgpbbO00eeopWq6JDAhpWXGMhiU3PNFHBOIk1UGvH4v+m39AQL6TX1w8jPzGIndIhBAAL1UD2gAuUCOwtRCJMoToVfokahIxP333g+RS4TN722miadOrptyVh5ZaKc6icSlSc49aLVaeiHzU360WdpwuP8wJMsleMHyAp558hl0jHYACPTf6UnTsTx/OarSqjAnYw5mps6cVIA+6YNMskosRUzrj06n4xWGEE0ayGazTdmyyicuVigU8nI/AwFrHl+yyrxuJLLKZS31U34cHTyKzebNwOXAf+3/LwztG6Iz8gn0cj0KEgtQlV6FNaY1KEwsxN/u/xvqv6rH4MhgkHzVS4KXYO43h17qjIMQRT79xuv1QiQSYWBggD62YMECAAHLKl+EJi8lJiYCCFg7SbU7oVDIy0sAhMe8MhFKVonVtr+/n7NNrVaLxsbGiH9XKgPjl8v6SkJQBgcHI55DSO9kQk3ORVAUhS5rVxgpbRhqoL2hIoEI05OmY27GXPx41o9pYpqjy/lOu/Bjge8MWXV4HEHkM+jnb8hon60PfirYuigVSZGhyUCGNgNV6VW4fPrlyNBkIFObiQxtBjI0GUjTpOHwocOoqqrCA+8/gMsuuyyojb8e/ytcLhcWZi+M6T0RcsnX8hMJcWmScwcURaHR3IiBrAE06Zsw9+W5ODJwZEIeajHQ6+rFqsxVuOO8OzAnfQ5mpc2asquX9EGmfitbrGFycjKsVisrQWNCKpVGtKSNj4/D5XLRMbgE0aR8QhHNsupyuSASiXiT1cHBQbqUZiSEqoZ4PB54vV6aWBCEqjk4PA7s796PnR07satzF77u+npCz7go8N4vKbwEBfoCFCYWoiCxAAX6AugV+rDP8Lf2v0FgE4TVjM/IyOAkP2cKhCgyraWRQMgX0z1fUREocXn8+HHe1wwlq0lJSQAmrJ0SiQQ5OTl06ehoYAvLISBkldynRqOBSqWiPSCRkJCQwOm+J32Kq/+63W66nGgk8LHQnmsYdY2GkdL6gfogDfFMbSbKjeW4uOBimpQWJxXHk5FPEb71ZJWiKJid5qhENFSoHgASZAk06TQlmwI/f0NMyc9JyiReMixcA1omk9FxSbEEWWj5LqaRwBZHF8e3AxRF4bj5OLa1baO/+u39QCogcAiglqpxy6xbUJ4ScDv95a6/oKm+CW899FZMPwcbWQ3NMAcmrEZDQ0PIyMiI2B6XLA9ZoNnI6mQlirg2aE6nE2KxmJf7GYhuCSPXBCYsq8TqxSSrbp8b46pxDKcM4+7Nd2NX5y4c7D0YCCkCUJpciqtLr8ai7EVI9aTiojkX4X/+9T+49vJreX3OsbEx1tjajIwMbN26lVcbpxOhRJELJKa0q6uLPiYWi6FUKnlbQYHAnM30WJEkLeY7njZtGm9yr1arI87TpH8Rq7xAIEBGRkbQPbBBr9djZGQkYrEEPolpZNPIFXtLNpVTNYqcjXD73Dg+dDyMmBKvEwBoZVqUG8txrenaIBc+20YwjlOHs5qsenwe9Np6w+JDQ93yTE1QIODWTFWnIkObgcLEQizNWRpmDc3QZkAtjS45whdcE4NKpeIdiD8ZkIV2qkQ4bln99oCiKDQMNQSIafs2bG/bHiCnADI0GViRvwLLcpeh7sM6PP3I09js2RxETEryS7D5g828koEmAy6yyoydZSamcJHVULLABHEHs5HVySSBRCOrDoeD08IbCj5klalZSVEU9nXsAxYD73rexfuvvo/WkVZ0j3XDn+cH8oDnDjyHOelzcM/8e7AoexHmZ81HoiKRbq+zsxPA5DasNpuNVa80Ozsbo6OjGB0dRUJCAu/2TjU0Gg3kcjmv50vIF3kuBOnp6WhpaYnwX+GQyWRB5IwtObG0tBQvvPACfD5fmJU6FGq1Gi6Xi3XcEeUCcg0AyMnJQVtbG2ebiYmJ8Hq9GBsbo0MImOCTmOZyuaBQKNDd3R3xPshG6ttMVomqCZsLn2wCJUIJipOKsSh7UUAa6ht5qCxtVkx1g+M4OZx1ZLVztBPVs6vhlrkh+5MsqFISEMhcJ6RzbsZcZJaEW0NT1amQiCQRrnBqQCYGNuJIdP5iDWIJ5buYRkKcrJ69oCgKx4aO0VbT7e3bMWAPuOwyNBm4sOBCLM1ZimW5y1CgL6An1Wd2PwNgIsaOoLy8HG63G42NjSgtLY3Z5yT9nhlHSggPs38Sgtrd3Y3Zs2dHbI+LrBILG7G4EURLygpFtJhVh8PBu/qRQCCIagkLXBRAFnD/jvvxafunaLW0AhcAjZ5GmCgTzs87H3m6POz4cAcOfHoAg3WDkIoiC+Hz1eRkwm63s5LRgoICAEBzczMqKyt5t3eqIRAIkJKSwmvD73K5oFQq0dHRgbGxMXperqiowIkTJ7B//37MmTMnajuhCVHJyckQi8VB77i8vBxOpxMtLS2YNm0aZ3uETI6NjdExuATk3THJal5eHg4ePMjZJlM+i42sSqVSyGQyzvWBPC+v14v+/n6kp6eHnUO8hnwk584GjDhHWF341vGJ55CdkI1yYzm+P+37KE8pR0VKBYoMRZxjLY4zi7OOrGplWkg8Eqhtatx67a00MSVENFGReFbucrgWDTI5Wa1W1knlZEHI5WQWKjbEyerZA4qicHTwaJDldNARSH7I1GbiooKLaHLKLD8aCqbbkklWSfxebW1tTMkqsewxM/RJX2dqXmZlBWStQi1foeDKnibJIKFVuKIlJYUiWs34sbExKJVK9Pf3w+PxhFWZYiIxMTHsniiKQvtoO/Z27cW+7n3Y270X+8z7gFuAlw+/jBX5K3B99vX40w//hFfefAWXX345/b/3fHQP9rbvjbp4TkbWicDtdnOS1RMnTpxVZBUIbHL4ZN67XC6637W0tGDGjBkAgJUrV2Ljxo145513eJHVUA1ToVCIjIyMoHc8a9YsAEB1dXVUskqe9+joaBhZJeODaXGdNm0azGYzhoeH6VjWUDDHOHl3bNflKgLidDrp59XW1sZKVoVCIRQKxZTDzWKNce84jg0dC9Ms7R6b6Cc6uQ7lxnLcUH5DkAs/QX72eA7i4IezjqwmyBNQURdYUP9w/h/O8KfhD6lUCrFYzGpZJbFIbW1tNFmIBeKW1W8/SFY3sZx+1f4VTU6ztFm4ZNolNDnN0+Xx3qgRmare3l6Ul5fTx4uLiyGRSFBTU4O1a9fG7D7YLKsqlQpisTjIMmk0GiGRSNDR0RHWBhOhblgmIpHVaOUnQxFNPYApjzUyMhJE+kNhMBhwovsEtjRvCZDTnn3Y172PtoLLRDJUplViqWopPn/1c9S8XwNTgQnbt2/Hn+x/CqvMRLLHI8UjEojFYigUCt5VydxuN/x+f5hVGgCdHNbQ0MCrrdOJzMxM1NTURD3P6XTSZLCpqYkmq1dffTV+/OMf48svv+R1PYVCEWZJzMnJCYp7LSsrg1wux/79+3HttdzxwoSsjoyMIDc3N+hvNpstzP1eVFQEAGhsbMS8efNY22SLow2FTqfj9Aw4nU66Xzc3N9PKCaHQaDSnJO+CD5hqJkxS2mhuDEixIZAIXZJUgvPzzg9y4WdoMs5K41Yck8dZR1a/rRAIBBEHNJkMYk1WmZbVaJYfLrDJ6cRxauCn/DgycIS2nH7V/hUtup+dkI2V01bS5DRXl3vSE22opiqBVCrFrFmzsGfPnqndSAjIhonpORAIBHQSCIFQKERubi5aW1s52+OqztPb20u7hpmQSqXw+/28YgiB6GR1bGyMvsbQ0BA9jimKQs9YTyB2+MQ24FKgq6QLjepGWku5JKkElxRegrkZc3FexnkoTymHVCTFq6++is+PfA6VKEDqIyWLKZVK+P1+jI+P027YSNDpdLzJKpFvYhPHV6lUyM/Px5EjR3i1dTqRnZ2NDz74ICp5dzqdyMkJlH89duwYfVyr1UKn0+Ho0aO8rqdSqcJIYH5+Pj777DP6d4lEgsrKSuzevTtqe0yd1lDYbLawuZt4PY4ePRqRrBIrKJdqgF6v5ywuYLfbkZSUBKFQyKlsoFarTwtZNTvMrC58m3vi2nm6PJSnlOOKkitoUjotcdppD/2L4/QiTlZjCI1Gw7pokMlzMgH+fMDM3h8aGqIJymTBTPqII7bwU37UD9TT8abb27bD7AxI8OTqcnHptEuxLHcZTU5jBbKQsblOFyxYgOeff35KG5xQjI2N0TFyTCQmJoZJDhUUFKC5uZmzPUJW2chJT08PkpKSwj47s5oTM9ErEqKRVcuoBTkzc4AS4PH9j2O8YRwNQw04bj4etHiiAtC4NXBsdeDjFz7GwtyFEd2MoXXnyXwRSlaJhdrhcEQlq9FcvUwcPnwYQIB4scFkMk1Kj/R0IS8vDy6XC319fZzznNPpREJCAnJzc8OIaWVlJbZu3YqmpqaobnuVShVGzvLz89Hd3Q2n00n3ryVLluCxxx5jrajGBPGusclvsb3j/Px8KBQK+n2xgcTRcoVHGAwGTsur3W6HVqtFbm4up7SXVqudsgePCafHyerCJ0VJACBRkYhyYzlunHEjKlIqUJ5SDlOyCRqZhqPlOM5VxMlqDBFqRSIg7rVo1qTJgum27+/vj5PVswB+yo/D/YcnyGn7drq8Xq4uF6umr8KynGVYmrs0puQ0FAqFAsnJyaxyPQsWLMCTTz6JgwcPYu7cuTG5XqQMcoPBECY5VFBQgN27d3NayZRKJSiKYrUs9vT0sPZ1kuE+Pj7OSVYtLgtaRlowkjaCYdUwHtz2IMwOM4ac35Q9dgTKHpt/asZWyVagHHil7RVkJ2SjOKkYN2fdjOlJ01GcVAzhsBDnV52Pq2+/Gs989Qxy/bmc8XCErBLVAmJpC312hPjYbLaIMYsE0axnTBCraaR45YqKCmzatCmIkJ0NyMvLAxDY8HPNcw6HA0qlEuXl5airqwv623XXXYetW7fiiSeewLPPPst5PTapKeKab2pqoj1kS5cuxV//+lfs3LkTF110UVg7BMyiAqFwuVxhIS1CoRAVFRU4dOhQxDbZ4mhDYTAYOK3JhGSXlpZyWtRPlqz6KT9aRlrCSGnTcBOtaS4TyVCaXIoLCy4McuGnqdPiLvw4aMTJagwRiayShSFaUslkwSSrXKLO0RAnqycPP+VHXX9dkOV0xBXoA3m6PFw+/XIsy12GpTlLkaPLOa2fLTTGjmDp0qUAgC+++CJmZNVisYQljgCBEJhQ9+L06dNhtVo5rWRMQfNQstrZ2cnqxiaWVavDij5vH1pHWtFqaUVzQTNcchcqX6hEq6V1QnM5EM6IP5yemGoAACAASURBVGz/A/RyPZKUSTAoDcjQZqDUUIo3P30Tl8y5BJ/84xM8/tvHcfftd4dd86gzQASIysGxY8c4E9eINZiQVbPZDIFAEGZZJbGyfFyvBoOBnxIBJoTxI8UmVlVVwefzoba2NqL7+UyAbPibmpqwcGHk4ip2ux1KpRIzZ87Exx9/HES6161bh5/85Cf4+OOPo15Po9GEJa1Nnz4dQCCml5DVxYsXQyaTYcuWLZxklcQIs1WK8ng8rBu9yspKvPnmm/D7/XSoViiys7M59WOTk5MjVqeiKAp2ux1qtRomkwmbN2+O6G1JSEiIun4N2AcmSOk3348MHoHDE4j9FUCAfH0+ylPKcY3pGpqUFiYWQiyMU5E4uBHvITGEXq9nFYkmVgGuOs4ngzhZPf3w+X1B5PSr9q9ocpqvz8fq4tUBcpq7FNkJ4YTqdCInJ4fVpWs0GjFjxgx8/vnn+N3vfheTa1ksFtYFNzk5GV9//XXQMWY8XiSyyiRrzBKmLq8LLe4WpExLwVN7n0K/rR99tj702/tRb6kHfgXkvBS8KRBkCCB3yZGqTsX8zPnI1+cjT5+Hh3/zMCgrhd1f7A5bLLu7u/Hm1W/istWXYXPfZgz3cVsuSdjF0aNHceWVV0Y8j42s6nS6sBhbLim8UCQmJqK2tjbqeQBo7U4yJ4WiqqoKALB///6ziqzm5eVBIpFwuqr9fj8cDgc0Gg3Ky8vh9/uDSLdYLEZhYSGamppgsVjCNghMELLKtP5Pnz4dAoEgyFKpUqmwePFifPLJJ3j88ccjtieXy6HRaMLmabfbDYqiWK3nVVVVeO6559DY2Iji4mLWdnNzc7Ft27aI101OTobdbqctzkzY7XZQFAWNRoPMzEx4PB40NDQEJWQSJCQk0CEJDo8DRwaOhMWWkmRCAEhWJqM8pRw/qfwJTUpNySaopJFDJeKIgwtxshpDRLKsisViiEQizvrLJwMmWZ0KEY6T1cjw+X2o7a8NIqfEMlegL8AVJVfQltOshKwz/GmDUVBQgA8//JA14ejCCy/EU089FaRFORVEkthJSUnB4OBg0GcoKSkBECB2y5cvZ22PuME7zZ045DyEXZ27sKtzFw70HIB7jRtbsAVbPt0CsVAMo8qIVHUq9BI92pva8Ysf/QJzps1Bni4Pefo8rF21FgIIsOmRTUHXeHH8RVicFlarDnHXJiUlITU1NWrpS7lcjry8vKjxnmxkle25EbLOx/WalJTEq7oTEJgnuNz7GRkZSE9Px549e3DHHXfwavN0QCwWo6CggFOpgLjtVSoVzjvvPADAvn37gkj3unXr8D//8z945JFH8Je//CViW0Qb2+l00iRPoVCgsLAw7B2vWrUKd955Z9RYWKPRGEZWm5qaAARrrBKQz71nz56IZLWgoABvvPFGxPLFJClwYGAgTIWAWI41Gg0tw3Xw4EGUl5fD4/OgY7QDLSMtaLW04ljGMXQt7ELR00U4MXyC1j9XiBUwGU24dNqlNCktN5YjRR2c/BhHHFNFnKzGEFyxY3K5nJXITgWEXGo0mimFGJA4ujhZDZDTQ32Hgsjp6HggeaUwsRBXlVxFW04ztZln+NNyY9q0aXC73ejs7AxbqL7//e/jsccew+bNm3HVVVdN+Vpms5lV6zE1NRV+vx9DQ0N0Zn1aWhoMBgNtDaQoCv32fjSZm9BobkSjuRE7+nYAtwOLP1wMIFBdpiq9CtfmXYvX//Q6HvvdY1h35TokKhIhFARcpBs3bsSV/30lbv7fmzGjYgb9GQRgj3vjqnhFxrFer0d6enpUsgoE4j2jWThDyerg4GBYvCLAXlAhEoxGI5xOZ9QkHyBgAWcjRgQCgQCLFi3Cjh07ol73dMNkMoXFoTLBJF+ZmZlIT0/H3r17g8656667cP/99+ONN96ISlaBQCw20yLJFkd6+eWX484778R//vMf3HvvvRHbZCtsQMg30R9mori4GDqdDrt27cKNN94IP/zwK/1oGGqAxWWBxWXBgHEA1CwKj37xKHIyciARSSARSujvfco+IAf4oP4DFHoKA6V8veNw+9xo724H5gBbvVvR0NYA0dUi3Nd0Hx548gF0WjvpmFIAEMqF8Ov9KDOW4bry61BuDAjp5+vzIRJGV96II46pIk5WY4jk5GS4XC7WRUOn003JVc8GQi751JHmQmiG8ncJXr8Xh/oOYXvbdmxr34Yd7TtocjotcRquMV1DW04ztJHLg56NIFaepqamMLK6cOFCGAwGvP/++zEjq2wWwrS0NEAA1LbUQu/V0yWSNT/QYKNgIw69eAiN5kaMuSfiAyVCCdLl6cAgcMvsW7Du/HWoSq+CQqLAxo0b8XrD6zjfdD6SlMFaoSS2lW9ZSLFYHHGDxqySlZWVxel+JqisrMQHH3wQpM8aCpIExiSroe8GmCBLfMgqIbsDAwMR3ftAIPnI4/GwxvsysWjRIrzzzjtob2+nlUzOBpSVlWHjxo0Rk7+YZBUIxOXu3Lkz6Bxm8lVzczOnmD4QIKvMUJVZs2bh3//+d1BCYU5ODqqqqvD2229zktW0tLSwJCZCVklMLgAMOYZo97rmeg3eoN7Alie3oDOxE9RPKJT8X0lww5cB9++/H9gf4cI3AXdW3wlUs/ztUmDD8AaoD6khzhdj1DaKyysvD4TKfOOZyNfnY+OrG3HXH+7Ciw+8yKrRG0ccpxpxshpDEMsR26KRmpqK7u5uzmD5yYIstJmZmVOyrBL37HeBrHr9XtT01mB7+3Zsa9uGHR076DJ8RYYirDGtoS2n6Zrwai7fJjATQi688MKgv4nFYqxatQrvvfdeRBciX4w6RmHRWtCT3IOHdz4cIKTfkNJWcytwP3DRluDkE2GmEH6LHwaFAetmrEORoYj+yk7IxuG6w5j137Nw6ZpLsThnMf1/RPKKTXqJEJjJkNVIllVCVpOTk5GVlYXPPvssqsbnrFmzQFEUamtrIyYBEcsqKSU7ODjIWlGJSZaigSkOz0VWt27dCiBA+riwbNky+vybbrop6vVPF8rKykBRFI4cOULH1jJBiD0hq0uWLMGGDRvCSPd9992HNWvW4Ne//jU2bNjAeq1IuqiksldNTQ39nICA0sDdd9+N48eP0+MuFOnp6UE6raOuUezr3gfMBL6Ufon//L//4PDAYfTZJqyvymQlXO0uVCVXwdhrxJG9R7D+6fXQyXVIkCdAMC7AgtkL8Lv7foebfnwTPD4PPH4P/b1vsA+rr1yNO++4E2uvXguZWAapSAqpSIq9u/fihmtvwBcff4ELll6AX//613ji2Sfw8l9fDktqTE4KbIjMZnOcrMZxRhAnqzEEMz4odNHIzc1FdXU1jh07BpPJFJPrkZjVzMzMKWkjnsthAF6/Fwd7DwZZTokVb7phOtaWraUtp2mak5P+OluRkpICvV4fUZLm2muvxauvvopNmzZh9erVvNvtGevB7s7d2NURiCOt6asBbgbew3t474v3oJVpkaEJlEhemrUU765/F9d9/zqsWbmGLpu89aOtuG7tdXio+iHW0p5spVqBQDa70WhkTY4h7lq+ZFUikUQlqwaDAdnZ2bDZbBgdHeVMyiEEat++fRHJKtOy6vP5MDAwwOqWJ2SVq/oQAbNaGRdI9abFixdznldWVoaUlBR89tlnZxVZZRJFLrJKnt2SJUsAANu2bcO6devo86655hrcfPPN+PDDD+H1eoPKnBKQ9xwaukU2Fvv27Qsiq2vWrME999yD119/HX/+85+D/sfhcaCuvw6dKZ2wLrFi8frFOGE5ESClKQB+AHzU9xFMRhMuLrw4SL6pt6kXlZWVuGzpZah2VqO5rhlry4MrzxnlRvQd70NhYiFC4U/3Q9IlgbxfjrmZwcofNc4awA4YDYF1a968efB4PKiurg7rv4SgDg0NRSTjccRxKhEnqzEEIatsIsxkgB84cCBmZJWQy+zsbPT19cHlckUVEGdDqPbjtxlevxfVPdW05XRnx06anBYnFeP68uuxLHcZluQsOefIaSgEAgFMJlNEsrp8+XKkpKTgzTffjEhWfX4f6gfqsatzV4Cgdu5Cm6UNACAXy3FexnlYV7gO6x9cjyfvfxK3XHML1NIJF7jX68W/f/hvFCwswGXTL6OPz583HwCwd+9eVrIaKWazoaEhYrIJIauhZTIjQSKRRPQm9Pf3IyEhATKZjHbTt7W1YebMmRHbS0tLQ05ODmd1MGLBHh8fh9lshs/nYyWrIpEIWq2WV5w7+f9oZJWUK+WSWAIC/WbFihXYsmVLTD1BU0VeXh4SEhJw8OBB1r+TjQ3pO+Xl5UhOTsYXX3wRRFYB4Ic//CGef/55PPzww7jvvvvC2iKW1dDnn5SUhIKCgrB3nJ6ejpUrV2L9m+ux/OblqB2oxcG+g6jprcGxoWMT8Z8mwO6yY2XhSkxPmo5nHnwGnTWdsA3YWGM/jTOMMBqN2Lx5c0SLJtcY59JiJfdGiDnZxGzfvj2MrJJQk1gnCccRB1/EyWoMwbSshoLUqOYrMcMHhKySuKu2traICzkXvs0xqx6fB9W91bTldGfHTrq6UElSCW6ouIEmp6nqyIkl5ypMJhPefvttVhe2WCzG2rVr8eyzz8JsNsNgMGBsfAx7u/fSVtM9XXtosp+qTsXCrIX4xXm/wIKsBZiVNgtSkRSff/451jeuR2VOZRBRJddIT09HR0dH0PGcnBwkJydjz549uO2228I+N5tlkaIoNDQ04IorrmC9VxInHirmHgkSiQRut5v1b/39/bR7nYQctLS0cJJVIGCd4iq/ySSrhFxGSniKpC4SCqPRCKFQGDUJrLGxERKJhJcb95JLLsGbb76J/fv3x0yLd6oQCASYPXs29u9nD84MLV0rFAqxfPly1hCORx99FC+++CKeeOIJTrLKljA7f/58uk0KFA71HcKmpk04sfQE+iv7sfyNgMJFuiYds1Jn4YqSKzArdRY8nR6suWgNHvnsEaxYsQIA8Hjd41A4FBGTlIRCIS6++GJ89NFHWLt2Les5JpMJr732WsSNRVZWFidZJbHmSUlJKCsrw/bt28Mk7Zhx0XHEcSYQJ6sxBFncQjM+gQmXVCxLGfp8PggEAjqRprm5+aTIamiG8tkMQk63tW2jLad2T4CclCaX4kcVP8LS3KVYmrM0Lp8CYObMmXjhhRfQ0dHBmixzzQ+vwZNbnsRlL1wGhyHgrvRTfgggQJmxDNeXX4+F2QuxMGshcnW5rDGbpL+T/h8KtuIEAoEACxcuDEuAIRCLxVCpVEFktb+/H2azOWLM5clYViOR1b6+PppEErIarUQsEEhce/vtt9HW1saaOEXCANxuN10mkxQUCEViYiKvylRisRhpaWmcZTeBYAIeDZdccglEIhE+/PDDs4asAsDcuXPx6KOPsiZZhVoKAeDiiy/GW2+9hZqamiALvlqtxve+9z18+umneO2118Isr1xktWpBFd44+AaufuNq7BrYRceYVqVVQbtTi1xxLja/ujlsc9ymaAOAoLFgtVo5Q0uAgHLH66+/zrquAAGFgrGxMbS3t7PGLOfk5OCrr74KOz48PAyZTBb0HJctW4b169eHxbFzeQ3jiON0IE5WYwiZTAaDwcC6aKSmpkIoFKKlpSVm1/N6vRCJRLRllc9iyoaz2bLq8XlwoOdAgJy2b8Oujl00OTUlm3DjzBuxNGcpluQsiZNTFhBL4KFDh2iy2jHagQ+Pf4gPGj/Al61fAtcAXzu+xgWZF+C+xfdhYdZCzMucx1k2lAk+ZJXN2rhkyRL85z//QXd3NythC7UsElHySGR1MlWfgABxjLRB6+vro70hCQkJMBgMvMYXiWPcvn07K1klYToul4sXWWWrJc+GaIogXV1d8Hq9vDeziYmJWLx48f9v787joq63P46/Zth3UFkEFAFxZ0lcMATUXNMWTW1P85babTOtLK281bVfi/dWXiu9WeGSmqmpV6p7rUw0Ak1FRSU1jV0RENmZgZnfH9OMwCwMCkp1no/HPJiY73xnhhh5z2c5h23btvH3v//dqvtcCzExMdTV1XHgwAGGDh3a6LbS0lKUSmWjusHjxo1DoVCQlJRktNzko48+IjAwkOeee84orNrZ2eHh4WFYu3yx+iL/OfkftpzYwtdFX8NU+OrsV9zS5xZuDruZMaFj8HX15Y2Lb/Dcc89x/sXz+EU2DqsBAQEolUpDWNVoNNTU1BiCoDljxozB3t7e7O+fvptWenq6ybDarVs31q1bZ9Sdqri4GC8vr0YfQEePHs2yZcvYu3dvoxrIDg4OeHl5SVgV1037WIz0BxIQEGB2hMPd3b1Vp1H0hda9vb1xdXW94rDankZWVfUqUnJSeG3Pa4xeMxrPNzy58eMbWfDdAvLL83kw6kE+n/I5558+T8ZfM1h28zKm9J0iQdWMiIgIFEoFSYeSeGnXS0QtjyLonSAe++oxzl48yxODn2Ch/0K0/6flGd9neGX4K4zpPsbqoAq6tZIuLi6GTVFNBQcHk5OTY/T7pZ9tMDXqA+bDqqkOO9C4Ras1LIXV/Pz8RiGyR48eJrvTNdW3b186dOhgtqtQw2UAubm5KBQKs128OnbsaHVYNTfVq7d582bg8s/cGhMnTiQjI8NiIf5rbcgQ3VpnUyPyJSUleHl5NZoK9/HxYfDgwWzdutXoeH9/f4YPH865c+f46KOPjG737OJJqjqVsWvH4rPEh2lbp3Gg4AAzB8zEa6sXt528jQ2TN/BA5AOGf39mzpyJq6srb775ptH57OzsCAwM5OzZswCGr5YqOIDu78aoUaOM2hbrRUREYGNjY1iT3FRwcDAajcbo96O4uNioxu/w4cOxs7Pjv//9r9F5/Pz8JKyK60bCaiuzFFb9/PysHvWxRn19Pba2tigUCkJDQ83+Y9ac6xlWVfUqfsj+gcXJixm1ZhSer3sS+3EsC79byLmKc/zlhr+wacomCp8u5OgjR/nXzf9icp/J+LhYHo0Q8EvJL7ye9jq282z5UPEhi/csxt3BnbdGvUXmo5mcfPwkS0Yv4cUHXqSzb2eWLFlyRY+Tl5eHv7+/2bJOoaGh1NfXG61bjYqKwsPDg2+//dbk/Tp06NAorB46dAh/f3+TRfRBt77P2dn5qteslpeXU1FRYWihCrqatfpuQ5YolUqGDx/ON998g1arNbpdP7JaW1tLTk4OnTt3NtmLHVrWmSooKIjs7GyTjwkYSiZNmTLFqvMBTJ48GYVCwWeffWb1fdqat7c3vXr1shhWm5o0aRIHDx40tJptaM2aNSgUCuY+PZdD+Yf4YP8H3LflPoLfDSZrchb7/fZzuuQ0c2PmkvZQGllzslg6bilje49l17e7jH7eXl5ezJ49mw0bNpgcPAgODjbMrv3www/A5Y5ulkyePJmKigqTFVucnJzo3bs3Bw6YKqR6OQw3ndXTr1NvyNXVlbi4OJKSkozOY00nNyHaiiwDaGUBAQFmd6t2796dzMxMi8WoW0K/DAB03U727dt3Ree5lmG1tq6W/fn7DWtOU3JSqK7TlRqK8I3g4f4Pk9BNN63ftOi7aF55bTmbjm8i8XAiyVnJKFDgr/Tn0s5LnPnvGbxdjIOeg4MDc+bMYf78+Rw8eNDk7nxL8vPzzY4OAo2WqTT8vbexsWHEiBFma5h26NChUUA8dOiQoS2kOa6urobi8M3Rj6w2fWz9h82GYbVnz56sXr3aYsF/vdGjR7N582YyMzONgoh+ZLWmpobs7GyLBfq9vb25ePGi2fJKDXXt2pXq6mqKiopMhvkjR45gY2NjVTDS8/f3Jz4+ng0bNvDSSy9ZrDF7LemfU9Ofi7mWv5MmTeLZZ59l8+bNzJs3z/D9gvIC/nv+vwQ8FUCufS79P9T93us3EjofdabuZB2ZuzONXvvIkSNZv349R48eNUzD682dO5dly5bx6quvkpiY2Og2tVpNSkoKmzZt4t///jegW2trrt6rnj6k6uvzNjVgwACSkpJMvo8avv/0G7tAt7Pf1CzFrbfeypw5c4zer/7+/hY3DwrRlmRktZX5+/tTWFhocsRGXxvQ1BTLldCPrAL06dOHX3/91erNJQ21ZVitratlT9YeXt39KjetvgnPNzyJ+ySOF3e9SFFVEQ/3f5gtU7dQ9EwRh2cf5t1x7zKp9yQJqi2g0WrYdXYX07ZOw+8ffszYPoNzFed4bcRrZD+VzYvBL1LxQwVl58x3Q5o1axZubm68/vrrLX78nJwck+0i9Rp20mpq1KhRZGdnm7yt4ZrN6upqMjMzmw2rbm5uVs9e6INj0997/XRpw9fUp08fAKumxPWloUy9zxUKBQ4ODlRXV5OVlWUxrHbq1AmtVmvVJquG5bVMyc/PbxS+rXXvvfeSmZlpdgf+9TBixAjKysqMBgWKiopMVjoIDQ0lOjqa9RvWk5KTwgvfvUD/Ff3x/6c/M7bPoN6/HmWmEuVWJQcfOEj+3Hw2Td3EEIZQfrrcZEi39P+4c+fO/PWvf2XNmjVGnc/01WCmTJliGFldsWIFU6ZMsXh56KGHAPO1sAcPHsyFCxeMNjKCrg63o6Oj0cxbYWGhyQ82t9xyCwDbt29v9H1922Fzo/dCtCUJq60sKCgIrVZrcinA6NGjAdPrra5Ew5GFPn36oNVqrWoL2VTDHcpXq7auluSsZF7Z/QojVo3A8w1P4hPjWfT9IkqqS5gVPYsv7vyComeKSJ+dzrvj3mVi74l0dO7Y/MlFI2cunuFv3/+N0KWhjFg9gq2ZW7kv/D5SZqSQ+Wgmz8c9T6B7IDExMQD8+OOPZs/l4eHBE088weeff26x/3pTGo2GvLw8AgMDzR7j5+eHq6uryUCq/6P/5ZdfGt3WqVMniouL0Wq1HDp0iPr6epPdnhpyc3OzqkUpmP+9txRWjx8/3ux5g4KC6N27t8mpVNAtBaiqqjK7e1uvYUe85ujPo18H2VBaWppVPztTpk6diqOjo9EI4fWk38TWdPlI02ntstoyvj3zLX9P/jtVt1dx4KYDxH4cy+t7X8fV3pXXRrxG+qx08ubm8Y+Ef6BJ1/DktCcN4dTX15cLFy4Ymq80FBAQQEREBDt27DD5HB955BE0Go3Remz9qGp6ejpffvklS5cu5ejRo1Zd7rnnnkabxxrSV2ww9R5XKpWEhoY2ev/V1dVRUlJiMqyGhIQQGRlpNNobEBBgqA8sxLUmywBaWcMRjqZ/iPT/oOg3ilythmFVP713/PjxZkefmrqakdWauhrSctMMu/VTc1OpqatBgYIovyhmR89mWLdhxAXF0cHJeIpOtEyFqkI3zZ+eyO6s3ShQMDJkJItHLOb2XrfjbOdsdJ9+/frh7u7O3r17ue+++8yee968eSxbtoxFixbxxRdfWPV8CgsLUavVFkdW9eXVTH2QCgkJMQS7OXPmNLqtU6dOqFQqysvLSUtLA7AqrFq7DKDhZqeGU/s5OTkoFIpGG6xCQkKwt7e3uvTcLbfcwj//+c9GPeT1HB0dKS4uRq1Wm6wYoNewXFBzLVL1/9aYWie5bt06QDe921IeHh5MmjSJ9evXs2TJEsMmtuvJ19eXiIgIdu7cyfPPPw/olr+c157nvP95Zv5nJqm5qWQUZqBFNwoY5hkGP8HE8Il8tOAjvJwar22dM2cO7777Lnv27OGLL75g4sSJ+Pr6GkKdqRHbsWPH8uabb3Lw4EGj5Qfm1hpHREQYlg3oq01Yq+n60obCw8NxcXEhJSXFZD3Wnj17NvqgpS/ub66Cx9SpU1m4cCG5ubmGD6L6r7m5udJyVVxzElZbmaXpOH1ZlaYbTa5UwzWrYWFh2NraWjXy01RLRlZr6mpIzU01rDlNzU2ltr4WBQpu6HwDjwx4RBdOu8YZ/UEQV0aj1bAnaw+JhxP5/NjnVKorCesQxuIRi7k/4n66eJgPiqBbGxobG8uePXssHufl5cXcuXNZtGgRaWlpVtXX1E87mqrh2lCvXr3MrnebMGEC77zzDmVlZY0qCjTsmpOWlkZgYKDFtbGgC6vm6lE21TCsNvTrr7/i7+9veF+Arrxbnz59rP6geeutt/Lmm2/y1VdfcddddzW6zcnJyRBmLI2stqS2pZubGz4+PiZL43333XdAyzZXNfTwww+zbt06Pvvssytuv6rRaqipq6FaXU1NXY3hUl13+b+tvq2+BtWtKr7/9XvC3wsntyKX0ppSmAH/4394HvckJjCGO3rfQUxgDIMDB+Pp6Mm4r8ex75N9uC1yMzmVnZSURL9+/bjvvvsoKipqVDfbVDjTh87o6Gizr7thrdKr9a9//QvA6MOPXlVVFT/99JPJ23r16sX27dsN5av07xFzDSmmTJnCwoUL2bhxI3PnzgUuzzTk5OQ02xxDiNYmYbWVBQYGolQqza4dCwwMJDMzs1XaGDYcWbW3t6dXr14tmsLVa9ivvKlqdfXlcJr1PWm5adTW16JUKLnB7wYeHfioYeTU09FycWvRMmcvnmX14dWsOryKs6VncbN34+5+dzM9ajo3drmxRRtehg4dyldffWV2XZ/eU089xQcffMCcOXNISUlp9jH0v+fNhdXevXuzfv16KisrDZ2m9G677TbeeustkpKSGo0K6cNqUVERKSkp3HjjjRYfA3RlfqwpMQWNNzs1lJWVZfL1RERE8M0331h17piYGHx8fNiyZYtRWHV2djasQ+3e3bifu54+SFgbvsPCwkxWBDl16hQdO3a8olHRClUFjqGO+I33Y8G3Czjqf9QoSDYNk6ZuU2uubj28ndIOR1tHnOyccLR1ROOmQeuixUnlxL3h9+KqceWN59/g1UdfZcGsBSgVxv+2RkdH8/XXX5utvqBXVVXV6Gdlbtp7/PjxREdHc9ttt5mcWbC3t+f2229v4Ss179577+XTTz9lxowZZo8xV5qsV69e1NXVcfr0aXr37m34AGRuZDUsLIwBAwawdu1a5xEqZAAAIABJREFUQ1jVr69urcEWIVpCwmors7e3JyAgwGxYjYiI4MSJE6SlpRlqBl6pprtho6KizNZ3tEQfVmtra6lWV/Nj7o+GkdO0vDRU9SpDOH1s0GMM6zaMoV2HSjhtA5WqSjaf2ExieiK7ft2FAgU3hdzEq8NfZWLviSan+a0xfPhwAHbt2mVxhM3NzY3XXnuNGTNmsH79eu655x6L521JWAXdBqWmI1FDhgzBz8+PzZs3Nwqr+pHFjIwMcnJyeOaZZyw+BuhGnfQ94ptjaWRVv863oYiICFavXs2FCxfMls/Ss7GxYdKkSaxevdoo/Dg5OVFaWoqNjY3FDVaenp44ODhYHVa7d+9uFKaPHTtGbW0tCQkJFu+rqldxsvgkR88fJaMwg6OFuq9nS39bAzsQ0MCK/StwdnDWBUdbXXDUh0gPRw98bX0bf7/JMfrrlm5r+n0HGwejdqRqtRpvb2/C7whn2VPL2LdvH29kvEFUYJTJoAq6GqiLFy/m3nvvNWz6a0qj0fDKK69wyy23EB0djaurq9mlJ56enmZHMtvC2rVrWbt27RXdt+Ga6969exta/Vqaqbj//vt58sknycjIoF+/fvj4+ODg4GByE5cQbU3CahtoWEuvqVGjRvHZZ5+xdevWqw6rTTuSREVFsXbt2mZHz/TqNHWcKj7FofxDcBO8X/0+L77xoiGc9u/cnycGPWEIpy0pFC+sp9Vq2ZO9h8T0RD4//jkVqgpCvUJ5dfirPBD5AF09zAcaaw0cOBA3Nze+++67ZqeDp02bxrJly3j22WeZMGGC2WL/oNvQ07FjR4vHwOWuUxkZGUZhValUMnHiRFatWtVo5FUfVlNTUwFdK9PmtCSsNqx5qqdWq8nOzubee+81Ol6/Fjw9PZ1Ro0Y1e/6pU6eyfPlykpKSGv3MnZ2dyc7Oplu3bhZH+RQKBX5+foZg0ZwePXqwatWqRuW1li9fDmD40KHRasgqzWoUSI8WHuXnop8No582Cht6durJoIBBzLhhBuE+4XRz6UZ8eDxjRo9h48aNVj2ftmRnZ4eLiwsff/wx9vb2hu5dltrJdu3a1aqd7C+//HKrPc/2Qv9hcfLkybi5uRmWfJlbBgBw1113MW/ePBITE1myZAlKpZIuXbpIWBXXhYTVNtC9e3ezO4EnTpzIQw891CoVAUyNrILuj2nDenoAFyovcOT8Ed2lUPf1WOExaut/+0MdC2qtmicHP8mwbsOI7RIr4bSNZZVmsfrwahIPJ3Lm4hlc7V25s++dTI+aTmyX2Fata2lra0tCQoLZAvwNKZVK3n//fWKGx/Dgogd59IlHqdPUUaepQ12vvnxdo2ZvxV7c49z54sQXuNi74GznjIudi9H17t274+DgYHaD0tSpU/nggw/YsWMHd955J3A5rB4+fBh3d3ejepameHp6olKpTPaOb8rUMoCcnBzq6+sJCQkxOl4fVg8ePGhVWI2Pj8fPz49169YZhdXKykpDKTtL/P39rQ6rPXv2BODEzyfo0rML5yrOseXoFhgMyR7JfLDyA45dOEaF6nJpryCPIPr59GNC2AT6+fQj3Decnh174mBrvNbykdmP8NZbb3H27Nlmuy5dC3369CE/P5/ly5fTqVMnevbsSY8ePa7302qX9CP7PXr0YPz48YDu98XSe8THx4dbb72VVatWsXjxYhwcHAgODjZZcUKItiZhtQ2EhYVx/vx5ow0joKsd6eTkdEUlpppqOrIaGRkJNpB0IIl873xDOD1aeJRzFZenEv1c/YjwjeCxQY8R4RtBhG8Eg0MHc99j9/HGqDeu+nkJ8ypVlWw5sYXEw4l8d1a38WVE8Aj+lvA3JvWehIu9SzNnuHKjRo1ix44dZsNGbV0tKTkpfHPmG745+w2KZxVsUWxhy+ot5k/622zqpI2TLD62rdIWzdMaPlB/QM6mHKL8ogwXP1c/4uLiCAgIYN26dYaw6ujoiIeHB6dOnSIuLq7ZwvigC6sAly5dajas6kdWG4ZV/W56U2HVy8uL4OBgs52CmrKxseHuu+9m2bJljQrWOzk5UV1dbQiXWq2WClUFJdUlRpfyyHJ+LvmZJ796kuq6at1F3firfl1oWXUZPAODdwxGu+O3EUTd6g+2ndxGuG84D0Y9qAulPuH09emLu4PlEfGGHn/8cf75z3+yZMkS3nvvPavv11a++uorlErlVa/9/7O4kvqoM2fOZMuWLfTt25epU6dSUFBg9bIUIVqThNU2oF8Pdfr0aZPdgLp27crJkyeveJOVRquhsLKQEocSLnW5xEu7XuLYhWMcKzwGC+GdmndgKzjYONDPpx9ju48lwkcXSsN9w022KnW0dTTbHUVcHa1Wyw85P5CYnsjGYxspV5UT4hXCK8Ne4YHIBwjytLzes7WMHTsW0P2R/+tf/4pGq+HwucOGcLonaw/VddXYKGyICYxh/pD5rPzbSlzsXfjko09wcXLBTmmHrdIWW6UtWo2W8L7hzJo9i5mPzaRSVUmVuopKdaXR9Up1JVu/3MqZ4jOk5aXx2bHLLTx9XHyI8oui87TOJH2dxDvJ71CrrKW4uhjNLRrKa8spjCxk3n/n4enoiZeTl+6ro+5rw+/pd0qXlpZanOIE08sA9LUozW18GjhwoKGMljXuv/9+3n77bTZu3MjUaVNJzU3luN9xtA9oWd9xPeuWrKOkuoQ6TZ3pE/gB3rDq8CrDGk4nWyfDV1d7V7ydvXGyc8JOYce65HXE9o/l7gl3c/boWZb8bQlTR01lw8oNVz1SHxAQwPTp01m5ciULFixoVNrrerDmw4u4OvoZhF9++cXQjrlv377X8ymJPyl5t7eBhh17TIXV6Ohofv75Z5KTkw0FrvUqVBXkl+eTV5ZHXnne5a+/Xc8vz6egokD3x+23Mn2L9yyme4fu9PXuizJTyYVjF9jz+R66d+iOrdK6/8X29vYSVltZ9qVsw27+0yWncbFzYWrfqUyPmk5c17hr3r6ye/fudI3qyvJ9y9nts5tvz3xLcbVup3Nf777MjJ7JyJCRxAfFG0bchjGMsWPHsm3ZNt55551G59u5cyeaYg0b3t+AY5Vjs4/vmepJ7Y+1/Pj6jzh4OHDk/BEOnz9M+rl00s+lk+GYQf2t9Ty16ylA92Gr3r8eqiDLNovjB45Tqa60+Bi2CluYB1O+nkL/zP6EdQij0KcQpyonymvLcXO4XFRdH1arq6sN3zt16hTOzs5muz0NGjSIjRs3cv78ebPrI4urijlZfJJTJac4efEk7n9x56lfnuKRNx/RHeALFEDvDr3p2bUnHZw6mL0kfpDIwvkLyb6U3ey6YIBPJ3/K0T1HeTnhZd7+v7chB4ZGDWXXrl3N3tcagwcP5sMPP+TNN9/k3XffbZVzivZLqVRSWlpqtlyWENeKhNU2oB+VadqxR1WvIqs0i6CbguAkzE2aS0RpRKNQWlZr3H3H3cGdALcA/N38GR48nAC3AALcAnjv9fdwVbuS/EUyjra6P7z/yP0HT7/3NF71XlYHVdCt35OwevWq1FV8ceILEg8n8u2Zb9GiZXi34bwY/yKTek/C1d5yX/nWpNFqOHHhBLuzdpOclUxyVjIFt+vWPxZlFTGhxwRGhoxkRPAI/N1Mh7MxY8bw+OOP8+677zJ+/PhGazX1ZdIuXrzIypUrrXpOXbt2RalU4uXkRUK3BBK6Xd6lrq5XEzU8CkW9grRdaTjbORMSEkJ2djYF6gKUSiXqejWlNaWU1pRysebi5evVuuvHzhxjzeY1KPwVfHvmW1YfXg2/DQS5v+6Or4svYR3DCOsQhke9B/SBg8UHCT4XjKejJ8fPHCekZwjlqnLqNHXUa+qp19YbrgeGB0JHWP3dasJuCCP9l3RIgGV5y/jHyn9wqvgUF2suGl6TjcIGryAvyk6U8djtjzFp4CSevudpDqYe5LWU1wzrchupA8qhurza8L7Ozc017OhuzqVLl7jpppsM//3EE09Ydb+W2LFjh4TVPwkJqqI9UDSzjuW6NAHWjzZeSRmm66lSVWkInlP+MoXAvoFEj4zmTOkZzlw8Q25ZLhptg9Z9Ggj0DNSFT/cAQwj1d/O//N/uAWYDTkxMDB4eHo36U+/du5e4uDi2bdvWoo41oaGhxMTE8Omnn17x6/+z0mq1pOSkkJieyGfHPqNcVU6wZzDTIqcxLWoa3Ty7XZPnUaep4/C5w7pgmp3Mnqw9hpHTALcAErol0KmyE0vnLmXryq3cdtttVp23urqa6Oho1Gq10QcwrVaLVqtttXWDDz/8sCH4NtzMsXjxYqvuf/78eZYuXcratWu59957qVRVMvP5mZQqS4m7LY5Txac4VaK7NFzHfVW00MmuE5FdIgnrEEaPjj0MgTjYK5iKSxWG7kOzZ8827NBvib1791pVDeGzzz6jqKiI8PBwUlJSqKmpYcSIES1+vOaEhIRYbLErhPh9agf5y+SUo4ysWkGr1VJcXUxeWR65ZbmGQKq/rv9aWlN6+U4JUEwxhacLCfEKISEogRCvEMPllrhbqL5QTU5VzhU/L5VK1ajLDkD//v2xsbEhLS2tRWFVRlZbLudSDmuOrCExPZFTJadwsXNhSt8pTI+cTlxQnNl6j61FVa/ip/yfSM5KZnfWbn7I/oFyla7VaKhXKLf2vJX4oHjig+IJ9gxGoVCgUqlIfCyR7du3Wx1WnZycGDt2rMnRU4VC0arLGWbOnMnKlSvp168fffv2NYTVhQsXWn0OGxsbw4ili70Ln/7D9Aew09mnCRsUxhPPPUHCmAQulF/gkaceYcTIEdw89mZsFDbYKG2wVdo2uv7yopdxVjqTuCyRsoIyRgwewXvr3mPq1KkmH6dhK87Nmzfj6uqKvb09b7/9tlU/O1dXV6u6iQGGzWlgvkC8EEL83vzpw6q6Xk1BRYFxEC3PbbRu1FDi6TcKFPi5+hHoHkhYxzCGdRtGoPvlUdK1769l3fJ15JTmGFqiNnRD6A3syt5ltluOVc+9STUA0JUoiYyMNNva0hxHR9lgZY1qdTVfZH5BYnoi35z5Bi1aEoISWBC3gMl9JrfpNH+VuorU3FTDlP6PuT9SU6fbyd7Xuy/3RdxHfFA8cV3jCHA3vfnF3t6e8ePHs337dqPSZ+3BwIEDG+1aXrduHXV1ZjYfmaFQKJrtUgTg4eQB52HpU0s5OfYk1dXVaFO0zHh0BvcMMd8M4dVjr5JxOoP5ZfN175n65p9TTU1Nq7beFEKIP5P29ZeqlVWoKnQB9LfQaXS9PI/zFefRNlnt4GjraAidMYExhun5QPdAw/S8n6sfdjbm/yCe7XWWTyo+ISsry2QZnHHjxrFr1y7WrFnDCy+8cEWvz1RYBd2IyvLly02OvJojYdU8rVZLam4qiemJbDi2gbLaMoI8gngp4SUeiHyAEC/j/7+t4VLNJVJyUgwjpz/l/4Rao0apUBLlF8Xs6Nm6cBoURyfn5ptA6N1xxx2sX7+e5OTkNpkibk1KpdLq3+GWaljaSt/+dPjw4YZuX+bExMRw+vRpMjMzCQgIICEhwWJ/eGjdHvFCCPFn87sMqxqthqKqIoujoblluSY3K3k5ehlCZ5RfVKPRUP31Dk4drnpqs2F7O1Nhddq0aTz77LMkJSW1eliNi4vjnXfe4aeffrKqnzrowmrTHul/drlluaw5vIbEw4mcLD6Js50zk/tMZnrkdBK6JbT6NH9RVRF7svYY1pymn0tHo9Vgp7RjYMBA5g2ZR3xQPDd2ufGqGjaMGzcOFxcXNm7c2O7DaltydXW9otqTa9asYc2aNW3wjIQQQpjS7sJqvaaeGscaah1q2Xhso8nR0LyyPENrQD2lQkln184EuAfQq1Mvbgq+qdFoaKB7IP5u/lfcW72l9GE1IyODCRMmGN3u4+ODu7s7R48eveLHMDdyGhcXB8CePXtaFFaLioqu+Ln8UVSrq9n28zYS0xPZeWYnGq2G+KB4not9jsl9JjcqfXS18sry2JO9h92/7iY5O5njF44DupH9IYFDeDH+ReKD4okJjGnV31tnZ2c8PT1ZsWIFtbW1Vi0F+PHHH1vt8YUQQrRP+k6Y7U27C6tZl7JIG6Irun3nJt1mASdbJ0PojO0Sa3I01NfVt0Wlmtqah4cHQUFBhvI+pkRFRZGcnHzF61bNhVVvb2969+5NcnIy8+fPt+pcf+aRVa1WS1pemm6aP2MDl2ov0dWjKwvjFjItchqhHUJb5THOlp41rDdNzkrml4u6bklu9m4M7TqU+yPuJz4ongH+A7C3aZupb70hQ4awadMmEhMTzdYUbaphOSQhhBB/PE3rabcX7Sfd/SbALYAemT1wqHXg0w8+JdA9EE9Hz2teQL01REZGkp6ebvb2SZMmkZyczL///W+rS/M0pFarza7ni4+PN2xOsWbkzNHRsVFx9D+D/PJ8wzR/ZlEmTrZOumn+qOkM6zbsqqb5tVotmUWZhvWmyVnJ5JXnAdDBqQPxQfE8OvBR4oPiifSLvOYftDZs0HU0klaVQggh2rt2F1YdbB3oXNAZgHDf8Ov8bK5OZGQkO3bsoLq62mSf8gcffJA5c+aQlJR0RWHV0gaqm266iRUrVrBv3z6rlgI4OTn9KUZWa+pq2Ja5jcTDifzvl/+h0WoY2nUoK29ZyZS+U1rUK72hek09R84faVTj9ELVBQA6u3YmoVsC8V11ZaR6e/du87JWzTFVoUIIIYRoj9pdWP0jiYqKQqPRkJGRwcCBA41ud3d3p0OHDmRmZl7R+VUqldkSPSNGjEChUPDNN99YHVb/qCOrWq2W/fn7SUxPZH3GekprSuni3oUFQxcwLWoa3TuY7gNvibpezYGCA4Yp/b3Ze7lUewmAYM9gbg672VDjNNQr9Hc5MyCEEEK0BxJW21BkZCQA6enpJsMqYOg29cMPP1jVoUZPq9WiVqvNlsTp2LEj0dHR7Ny5k5deeqnZ8/0RlwEUlBcYivafKDqBo60jd/S+g+lR0xkRPKJFo5vV6mrS8tIa1TitUlcB0KtTL+7qd5ehxmkXjy5t9ZKEEEKIPx0Jq20oODgYd3d3Dh06ZPaYWbNmsW3bNt57770WhVW1WlcNwVINylGjRvHWW29RXl6Om5vlXez6kVWtVvu7HgWsqavhPz//h8TDiXx9+ms0Wg2xXWL58JYPmdJnitUln8pryw01TpOzk9mXtw9VvQoFCiL9InnohocMNU59XEz0dxdCCCFEq5Cw2oaUSiXR0dHs37/f7DFjxozB1taW7777rkXn1hfwby6s/t///R+7du1qtvWqk5MTWq0WlUr1uytgrtVqOVBwgE8OfcL6jPVcrLlIoHsgz8U+x7SoafTo2KPZcxRXFbM3e68hnB4sOIhGq8FWaUt052jmDJ5DfFA8sV1j8XT0vAavSgghhBAgYbXNDRgwgHfeeYfa2lqTIVCpVNK7d2+OHj1KaWkpnp7WBSGVSgVY7owTGxuLm5sbSUlJVoVVgOrq6t9NWD1XcY61R9aSmJ7IsQvHcLR1ZFLvSUyP1E3z2yjNbyIqKC9gT/Yew7T+0UJdvVsHGwdiAmNYGLfQUOO0LVuoCiGEEMIyCattbODAgajVajIyMsy2ZJw8eTJHjx7lvffeY+HChVadVx9WLfVAt7e3Z/To0ezYsaPZ6X1nZ13R+aqqKqsD8/VQW1fLf07+h8R03TR/vbaeIYFDWDFhBVP7TjU76plVmmUoIZWclcypklMAuNq7Etsl1rDmdKD/QBxsfx9hXQghhPgzkLDaxgYMGADA/v37zYbVxx57jEWLFrFu3Tqrw6p+GUBzo6ATJkxg8+bNpKenc8MNN5g9Th9W2+MmK61Wy8GCgySmJ7IuYx0l1SUEuAXwbOyzTIucRs9OPY2OP1l80jCln5yVTPalbEDXbjcuKI5Z0bOID4rnhs43tKtmEkIIIYRoTP5Kt7Fu3brRsWNH9u3bx+zZs00e06FDBwICAsjMzLS6iL+1YXXcuHEoFAqSkpIshtWGywDai/MV53XT/IcTySjMwMHGgYm9JzI9cjojQ0Yapvk1Wg0ZhRmGtqXJWckUVhYC4OviS0K3BJ698Vnig+Lp69P3utc4FUIIIYT1JKy2MYVCQUxMDKmpqRaPmzhxIsuWLeOjjz5i1qxZzZ5XX8C/ubDq6+vLwIED2b59Oy+88ILZ4/Qjq5WVlc0+dltS1avYcXIHiemJfHnqS+q19cQExrB8/HLu7Hcnno6eRjVO92TvobSmFIAgjyDGhI4x1DgN6xD2u65uIIQQQvzZSVi9BoYMGUJSUhIlJSV06NDB5DHz589n2bJlfPjhh1aFVWtHVgFuv/12FixYQE5ODl26mK4Bej2XAWi1WtLPpZOYnsinRz+luLqYzq6defrGp5keNZ1unt3Yn7efZfuWkZyVTEpOCpVqXaju2bEnU/pMMdQ4DfIMuubPXwghhBBtR8LqNaDvIJWWlsa4ceNMHhMYGIi3tzeHDx9Go9E027O9JWH1jjvuYMGCBXzxxRc88cQTJo+5HiOrhZWFfHrkUxIPJ3Lk/BEcbBy4vdft3Nn3Tpxsnfgh5wdm7ZhFWm4atfW1KFAQ7hvOg1EPGmqc+rn6XbPnK4QQQohrT8LqNTBw4EBsbGxISUkxG1YBbr75ZlatWsXatWt54IEHLJ6zJWG1R48e9OvXj82bN5sNqy4uLkDbh1VVvYovT33JJ+mf8OWpL6nT1NG/c39mR8/GVmnLvvx9TPl8CvXaemwUNkT7R/P4oMcNNU47OJkemRZCCCHEH5OE1WvA1dWVyMhIUlJSLB63aNEiVq1axdKlS60Oq46OjlY9hzvuuINXXnmF8+fP4+vra3R7w9JVbaHhNH9RVRGejp5E+EZQqarkUMEhDhYcxN7GnsEBg3lu6HPEB8UzJHAIbg6WO28JIYQQ4o9Nwuo1cuONN/Lxxx+jVqvN1kYNDg7Gz8+PQ4cOoVKpLHan0m+waklYffnll9m6davJNbFtMbJ6ofICnx79lA8PfMjxouMoFUpc7HSPU1pTSmZRJrFdYrkv4j7ig+IZFDAIR1vrXo8QQggh/hykhs81Eh8fT1VVFQcOHLB43NSpU9FoNLz//vsWj2vJMgCAfv360atXLzZs2GDy9tZas6qqU/HB/g/ov6I/vkt8eeq/T3G86DgALnYuJHRL4M2Rb5L6l1RK55fyv/v/xwvxLxAfFC9BVQghhBBGZGT1GomPjwdg9+7dxMTEmD3uxRdfZOnSpaxYsYI5c+aYPa6lI6sKhYJ77rmHRYsWkZubS2BgYKPbrzSsarQajl84zvqj69l0YhOnS06j0Wp057RzJrZLLLf0uIX4oHj6+fSz2AJVCCGEEKIpCavXiK+vL7169WL37t3Mnz/f7HGdOnWiW7du/Pzzz5SWlpptfdrSkVWAu+++m5deeon169fzzDPPNLpNqVTi7OzcbFit09SRfi6d5Kxkdv6yk+TsZKrUl9e5dnXvyq09b2XWgFn09e4rNU6FEEIIcVUkrF5DCQkJrFu3jvr6emxszI8wzpw5kwULFvDyyy/z9ttvmzxGP7Kq7zxlje7duzNo0CDWrVtnFFZBt261aVitravlp/yfSM5KZnfWbvZm7zXUONXr5tmN6VHTeXTAo3Ry6WT18xFCCCGEaI6sWb2GEhISKC8v59ChQxaPmzdvHjY2NqxZs8bsMfri/dYuA9C75557SE9P5/jx40a3ubi4UFpZyrdnvmXRrkUMXzUczzc8GfrJUBZ8t4Cf8n8yTPF3cu7EvCHzODL7CGefPMuihEUSVIUQQgjR6iSsXkPDhw8H4Ntvv7V4nL29PTfeeCPFxcWkpaWZPEY/smqpYoApd911FzY2NqxatYqS6hK+//V7lqYt5S/b/sK5W8/xWchnjFwzkr/v+TulNaUMCRxCqFcoAGW1ZYwLG8f2u7aTPzefJaOXEO4b3qLHF0IIIYRoCYVWq7V0u8Ub28qwYcMA+P7776/Hw7ep8PBw/Pz82Llzp8Xjvv/+e4YPH87IkSNNHvvss8/yr3/9y2R7VK1Wy6XaS+SX51NQXkBBRYHhen5FPt+kfkOpohSNq8ZwH29nb1TZKjxrPHnw3gc5eO4gX536CrVGTf/O/ZkeOZ27w++mk7OMngohhBCiTZjc6CJrVq+xUaNG8f7771NdXW1xvemwYcPw9PTk+++/p7q2mqr6KspqywyXE/UnUN6g5PW9rzcOpL99ramrMTqnq70r/m7+dPbrTElKCdNvns7dw+8m2DOY4xeO89jbj5Hvnc/fdv8Nb2dvHhv0GNOjphPhG9GWPxIhhBBCCLNkZPUa+/LLLxk/fjw7d+5k5MiRAFSrq/m19Fd+ufgLZy6eMVz2HtvLRe1FaGam393Bnc6unXVB1K3z5etNvqfvBlVSUUJofCi+g33pOLAjablpuvam9Ta4nHNhzbw1jOs+Djsb080LhBBCCCHagMmR1XYXVktrSgl/VLcO8q4777rWD9/mVGoVy5Yto8+APniGeHLm4hnyy/MbHeNq70qIVwhdXLuQtDYJVxtXXnvpNdwd3A2XJa8tIWN/Bpn7M3GxdzH7eBqthsyiTFJzUw2XYxeO6TZKacBP60cfhz6E2YTx48YfKS8t58yZM239YxBCCCGEaOr3EVZzy3IJWhIEtHyn++9FTU0NNiobhvTSbV4K8QoxXEK9Qunk3MlQn3TIkCGkpqaSmprK4MGDDeeYPHkyJ06c4NixY43OXVRVRFpumi6Y5qWyL28fZbVlAHg5ejE4cDAxATFUn67mjcffgCarBWJjY9m7d2/b/gCEEEIIIYz9PsIq/LGXAQC8/vrrPP/88+Tl5eHv72/x2L179xIXF2cUIsePH8+5wnOs2LaC1NxU0vJ0AfV0yWkAbBQ2RPhGEBMYQ0xgDIMDBhPWMQylQlcAor6+nl9++YWAgIBGj+fo6GixBqwQQgghRBuRsNqEMbn7AAAEHElEQVReHDlyhMjISD766CNmzJjR7PFegV6UOpTyyMJHKNGWUFBTwP7T+6l1q0Vjo9vR39m1M0O6DGFwwGBiAmOI7hxtcXmAEEIIIUQ7I2G1vdBqtXTp0oWYmBg2bdrU6LbzFec5WHCQAwUHdJf8A+SU5Vw+oA4oBS5Cd4/uvPbX14gJjCHQPVBamwohhBDi90xKV7UXCoWCcTePY/1/1rPtxDYOFx42BNO88jzDcT069mBo16G4lbvx71f+zXMPP8eYYWMMU/nh4eF4eXldr5chhBBCCNHmJKy2AVW9ioLyAnLLcskrzyOvLO/y9XLd9ZyAHOpn13P7xttBC/bl9jhedMT3oi+OFx1xvOiITZ0NhzlMVVUV/AoJNyQwLGHY9X55QgghhBDXjITVFiqrLSOv7HLoNBVECysLje7nZOtEgHsAAW4BxHaJxdHPkY/++RFeKi/ie8Rjp/mtpqkt4P3bpYGEhAQGDRrU5q9PCCGEEKI9kbD6G41Ww4XKC4bgqQ+ihuu/jZCWq8qN7tvRqaMhiEZ3jibALYAA9wAC3QMN170cvYzWlK68c+W1enlCCCGEEL9Lf4qwWltXS355vsVp+YLyAtQadaP72Shs6OzWmUD3QPp692V0yGhdAP0tmAa6B+Lv5o+Tnfm2qUIIIYQQ4sr9rsOqVqvlUu0lo2n5pqOhF6ouGN3X2c7ZMPKZEJRgCJ8Ng6iPiw82Sqk5KoQQQghxvbTbsKpFa3aTUsPvVaorje7r7extCJ2DAwabnJb3cPCQUk9CCCGEEO1cu6uzmlWaRc83elJrXwvKxrfZKm3xd/O/HDpNjIb6u/njYOtwrZ+2EEIIIYS4Or+POqsdnTviedETh1oH5v91viGYBroH4u3ibagxKoQQQggh/vja3cgq/PE7WAkhhBBCCCMmR1ZlmFIIIYQQQrRbElaFEEIIIUS7JWFVCCGEEEK0WxJWhRBCCCFEuyVhVQghhBBCtFsSVoUQQgghRLslYVUIIYQQQrRbElaFEEIIIUS7JWFVCCGEEEK0WxJWhRBCCCFEuyVhVQghhBBCtFsSVoUQQgghRLslYVUIIYQQQrRbElaFEEIIIUS7JWFVCCGEEEK0WxJWhRBCCCFEuyVhVQghhBBCtFu21/sJmBIVFXW9n4IQQgghhGgHFFqt1tLtFm8UQgghhBCilShMfVOWAQghhBBCiHZLwqoQQgghhGi3JKwKIYQQQoh2S8KqEEIIIYRotySsCiGEEEKIdkvCqhBCCCGEaLckrAohhBBCiHZLwqoQQgghhGi3JKwKIYQQQoh2q7l2qyY7CQghhBBCCHEtyMiqEEIIIYRotySsCiGEEEKIdkvCqhBCCCGEaLckrAohhBBCiHZLwqoQQgghhGi3JKwKIYQQQoh26/8BXPnJLLZOTrsAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "description = \"WO2019-097669 Example 1\"\n", "columns = \"type distance roc diameter material\"\n", "# number of surfaces = 41\n", "lensdata = \"\"\"\n", "O 0.0 0.0 94.874 AIR\n", "S 20 127.304 72.98 1.95/29.37\n", "S 2.8 89.338 70.86 1.49782/82.57\n", "S 9.9 -998.249 70.86 AIR\n", "S 0.1 92.013 68.06 1.43385/95.25\n", "S 7.7 696.987 68.06 AIR\n", "S 50.952 67.306 44.32 1.71999/50.27\n", "S 2.4 33.224 39.56 AIR\n", "S 10.25 -131.888 38.24 1.618/63.34\n", "S 2 100.859 38.24 AIR\n", "S 2 53.85 39.72 1.84666/23.83\n", "S 4.4 193.868 39.72 AIR\n", "S 3.55 -73.371 39.72 1.603/65.44\n", "S 2.2 288.683 40.06 AIR\n", "A 2.66 0 38.523 AIR\n", "S 2.5 581.555 41.6 1.83481/42.73\n", "S 3.7 -130.482 41.6 AIR\n", "S 0.2 90.329 41.6 1.59319/67.9\n", "S 3.85 0 41.6 AIR\n", "S 0.2 52.765 39.96 1.49782/82.57\n", "S 4.9 448.658 39.96 AIR\n", "S 2.043 -118.745 39.48 2.001/29.12\n", "S 2.2 173.228 39.48 AIR\n", "S 4.55 114.635 38.5 1.90265/35.73\n", "S 5.75 -66.799 38.5 1.58144/40.98\n", "S 2.2 41.996 38.5 AIR\n", "S 16.921 57.835 34.72 1.49782/82.57\n", "S 4.8 -190.076 34.72 AIR\n", "S 0.1 44.19 32.6 1.95/29.37\n", "S 2 28.478 32.6 1.59319/67.9\n", "S 5.55 166.406 32.6 AIR\n", "S 1.903 52.698 31.62 1.804/46.6\n", "S 1.8 31.187 29.48 AIR\n", "S 5.15 102.833 28.82 1.84666/23.83\n", "S 3.35 -102.758 28.82 1.71999/50.27\n", "S 1.6 42.059 28.82 AIR\n", "S 2.583 0 31.78 1.95375/32.33\n", "S 1.6 68.581 31.78 AIR\n", "S 3.75 101.229 34.4 1.59319/67.9\n", "S 3.85 -172.177 34.4 AIR\n", "S 0.15 47.985 36.52 1.71999/50.27\n", "S 3.9 137.994 36.52 AIR\n", "I 54 0 43.2 AIR\n", "\"\"\"\n", "s = ro.system_from_text(lensdata, columns.split(),\n", " description=description)\n", "s.fields = 0, .7, 1.\n", "s.object.angle = np.deg2rad(6.100000)\n", "s.update()\n", "print(s)\n", "ro.Analysis(s)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 2 }